import pandas as pd
import numpy as np
import glob
import os
import matplotlib.pyplot as plt
from matplotlib.pyplot import figure
from scipy import stats
import statsmodels.api as sm
from statsmodels.formula.api import ols
import statsmodels.formula.api as smf
from statsmodels.stats.multicomp import pairwise_tukeyhsd
import re
import nltk
from sklearn.feature_extraction.text import CountVectorizer
from sklearn.pipeline import make_pipeline
from sklearn.pipeline import Pipeline
from sklearn.model_selection import train_test_split
from sklearn.linear_model import LogisticRegression
from sklearn.preprocessing import StandardScaler
from datetime import datetime
import xgboost as xgb
pd.set_option('display.max_rows', 10000)
pd.set_option('display.max_columns', 10000)
def clear():
os.system('cls')
def ListNoDups(mylist):
mylist = list(dict.fromkeys(mylist))
return mylist
def CleanList(list_to_clean, len_less_than = 3):
cleaned_list = [x for x in list_to_clean if str(x) != 'nan' and len(x) >= len_less_than ]
return cleaned_list
def CombineTwoLists(list1, list2):
#Combines two lists i.e. element 0 of list 1 to elemenet 0 of list 2 and creates a list so the output is a list of lists
if type(list2) != list or type(list1) != list:
print('At least one argument is not a list')
return
if len(list1) != len(list2):
print('Lists have different lengths')
return
final_list = []
for index, (element1, element2) in enumerate(zip(list1, list2)):
list_to_append = [element1, element2]
final_list.append(list_to_append)
final_list = final_list[0:]
return final_list
def SplitList(list):
final_list = []
for _unused_,element2 in enumerate(list):
final_list.append(element2[0])
return final_list
class CarData:
missing = -1
duplicates = -1
price_outliers = -1
mileage_outliers = -1
year_outliers = -1
total_discard = -1
corpus = []
def __init__(self, path, price_outlier_mt = 200000, mileage_outlier_mt = 400000,
year_outlier_lt = 1995, engine_outlier_mt = 4000, engine_outlier_lt = 750,
dependent_variable = 'price',
categorical_variables = ['engine_type', 'city', 'province'],
numeric_variables = ['price', 'mileage_km', 'engine_cm3', 'year']):
#define outliers values
self.price_outlier_mt = price_outlier_mt
self.mileage_outlier_mt = mileage_outlier_mt
self.year_outlier_lt = year_outlier_lt
self.engine_outlier_mt = engine_outlier_mt
self.engine_outlier_lt = engine_outlier_lt
self.dependent_variable = dependent_variable
#define variable data types
self.numeric_variables = numeric_variables
self.categorical_variables = categorical_variables
#read all .csv files from the directory
self.data = pd.concat(map(pd.read_csv, glob.glob(os.path.join(path, "*.csv"))), sort=False)
#drop the duplicates and save the number of duplicates - many duplicates due to data gathering method
self.duplicates = len(self.data) - len(self.data.drop_duplicates())
self.data.drop_duplicates(inplace = True)
#rename columns
self.data.columns = ['title', 'price', 'sub_title', 'mileage_km', 'year', 'engine_cm3',
'engine_type', 'city', 'province', 'negotiable']
#drop NaNs and save the number of rows dropped to the missing varaible
self.missing = self.data['engine_type'].isna().sum()
self.data.dropna(subset = ['engine_type'], axis = 'index', inplace = True)
self.missing = self.missing + self.data['city'].isna().sum()
self.data.dropna(subset = ['city'], axis = 'index', inplace = True)
self.missing = self.missing + self.data['engine_cm3'].isna().sum()
self.data.dropna(subset = ['engine_cm3'], axis = 'index', inplace = True)
#clean up the columns
self.data['price'] = self.data['price'].apply(lambda x: x.replace(",", ""))
self.data['price'] = self.data['price'].apply(lambda x: x.replace(" ", "")).astype('int')
self.data['mileage_km'] = self.data['mileage_km'].apply(lambda x: x.replace("km", ""))
self.data['mileage_km'] = self.data['mileage_km'].apply(lambda x: x.replace(" ", "")).astype('float')
self.data['engine_cm3'] = self.data['engine_cm3'].astype('str')
self.data['engine_cm3'] = self.data['engine_cm3'].apply(lambda x: x.replace('cm3', ''))
self.data['engine_cm3'] = self.data['engine_cm3'].apply(lambda x: x.replace(' ','')).astype('int')
self.data['province'] = self.data['province'].astype('str')
self.data['province'] = self.data['province'].apply(lambda x: x.replace('(',''))
self.data['province'] = self.data['province'].apply(lambda x: x.replace(')',''))
self.data['sub_title'] = self.data['sub_title'].astype('str') #may change that in the future - possible info loss due to lowercase
self.data['title'] = self.data['title'].astype('str') #may change that in the future - possible info loss due to lowercase
self.data['negotiable'] = self.data['negotiable'].astype('str')
#Add ID column
self.data.insert(loc = 0, column = 'ID', value = range(1, len(self.data)+1))
#discard outliers and calculate the numbers
self.total_discard = len(self.data) - len(self.data[(self.data['price'] <= self.price_outlier_mt) &
(self.data['mileage_km'] <= self.mileage_outlier_mt) &
(self.data['year'] >= self.year_outlier_lt) &
(self.data['engine_cm3'] <= self.engine_outlier_mt) &
(self.data['engine_cm3'] >= self.engine_outlier_lt)])
self.price_outliers = len(self.data[self.data['price'] > price_outlier_mt])
self.data = self.data[self.data['price'] <= price_outlier_mt]
self.mileage_outliers = len(self.data[self.data['mileage_km'] > mileage_outlier_mt])
self.data = self.data[self.data['mileage_km'] <= mileage_outlier_mt]
self.year_outliers = len(self.data[self.data['year'] < year_outlier_lt])
self.data = self.data[self.data['year'] >= year_outlier_lt]
self.engine_outliers = len(self.data[(self.data['engine_cm3'] > engine_outlier_mt) |
(self.data['engine_cm3'] < engine_outlier_lt)])
self.data = self.data[(self.data['engine_cm3'] <= engine_outlier_mt) &
(self.data['engine_cm3'] >= engine_outlier_lt)]
#NLP
self.data['concat_title_subtitle'] = self.data['title'] + ' ' + self.data['sub_title']
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.lower())
#replace problematic cases for NLP for title and subtitle
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace('+',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace('(',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace(')',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace('**',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace('*',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace(']',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace('[',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace("/"," "))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace("\\"," "))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace(',',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace('?',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace('.',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace('!',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace('_',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace('-',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace('|',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace('#',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace('%',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace('~',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace('*',' '))
self.data['concat_title_subtitle'] = self.data['concat_title_subtitle'].apply(lambda x: x.replace('*',' '))
#NLP preprocessing for location
self.data['province'] = self.data['province'].apply(lambda x: x.lower())
self.data['province'] = self.data['province'].apply(lambda x: x.replace('ą', 'a'))
self.data['province'] = self.data['province'].apply(lambda x: x.replace('ę', 'e'))
self.data['province'] = self.data['province'].apply(lambda x: x.replace('ł', 'l'))
self.data['province'] = self.data['province'].apply(lambda x: x.replace('ś', 's'))
self.data['province'] = self.data['province'].apply(lambda x: x.replace('ć', 'c'))
self.data['province'] = self.data['province'].apply(lambda x: x.replace('ż', 'z'))
def describe(self):
#descriptive statistice
desc_stats = round(pd.DataFrame(
data = self.data[self.numerical_variables].describe(),
columns = self.data[self.numerical_variables].columns),2)
return desc_stats
def outliers(self):
#baisc data about outliers discarded during preprocessing
print('Offers with price greater than '+str(self.price_outlier_mt)+' have been discarded')
print('The number of such offers = '+str(self.price_outliers))
print('')
print('Offers with mileage greater than '+str(self.mileage_outlier_mt)+' have been discarded')
print('The number of such offers = '+str(self.mileage_outliers))
print('')
print('Offers with year lower than '+str(self.year_outlier_lt)+' have been discarded')
print('The number of such offers = '+str(self.year_outliers))
print('')
print('Offers with engine_cm3 greater than '+str(self.engine_outlier_lt)+
' and lower than '+str(self.engine_outlier_mt)+' have been discarded')
print('The number of such offers = '+str(self.engine_outliers))
print('')
print('Total number of discarded offers = '+str(self.total_discard)
+'('+str(round(self.total_discard/len(self.data)*100,2))+'%)'
+' - may be different to the sum of above due to overlap')
def scatter_nox(self, var = 'all', figsize_1 = 7, figsize_2 = 5):
#prints scatter plots with no x axis - a dummy sequence as x axis
if var != 'all' and var not in self.data.columns:
print('Variable not found in the dataset')
if var == 'all':
plt.rcParams["figure.figsize"] = (figsize_1,figsize_2)
plt.scatter(y = self.data['mileage_km'], x = range(1, len(self.data)+1), s=1)
plt.title('mileage_km')
plt.show()
plt.scatter(y = self.data['price'], x = range(1, len(self.data)+1), s=1)
plt.title('price')
plt.show()
plt.scatter(y = self.data['year'], x = range(1, len(self.data)+1), s=1)
plt.title('year')
plt.show()
plt.scatter(y = self.data['engine_cm3'], x = range(1, len(self.data)+1), s=1)
plt.title('engine_cm3')
plt.show()
else:
plt.rcParams["figure.figsize"] = (figsize_1,figsize_2)
plt.scatter(y = self.data[var], x = range(1, len(self.data)+1), s=1)
plt.title(var)
plt.show()
def scatter(self, var = 'all'):
#prints scatter plots for numerical variables
if var != 'all' and var not in self.data.columns:
print('Variable not found in the dataset')
list_comb = []
if var == 'all':
for variable1 in enumerate(self.numeric_variables):
for variable2 in enumerate(self.numeric_variables):
if variable1 != variable2 and variable1[1]+variable2[1] not in list_comb and variable2[1]+variable1[1] not in list_comb:
plt.scatter(y = self.data[variable1[1]], x = self.data[variable2[1]], s=1)
plt.title("Correlation between "+variable1[1]+' and '+variable2[1])
plt.ylabel(variable1[1])
plt.xlabel(variable2[1])
plt.show()
list_comb.append(variable1[1]+variable2[1])
#else: - TO DO
def hist(self, var = 'all', bins = 50):
if var != 'all' and var not in self.data.columns:
print('Variable not found in the dataset')
#prints histograms for numeric variables
if var == 'all':
for variable in enumerate(self.numeric_variables):
plt.hist(x = self.data[variable[1]], bins = bins)
plt.title(variable[1])
plt.show()
def price_cat_vars(self, variables = '_NULL_'):
if variables == '_NULL_':
variables = self.categorical_variables
for variable in enumerate(variables):
# shows desrptive statistics of categorical variables
print(self.data.groupby(self.data[variable[1]])['price'].describe())
#the variables need further preprocessing
def add_dummies(self, columns_to_check, categorical_list = '_NULL_', delete_from_strings = 'yes', delete_column = 'no'):
#adds dummmies from cat_list, checks in every column of columns_to_check
for column in enumerate(columns_to_check):
if categorical_list == '_NULL_':
categorical_list = data.data[column[1]].unique().tolist()
for category in enumerate(categorical_list):
col_name = column[1] + '_' + category[1]
self.data[col_name] = self.data[column[1]].str.contains(category[1]).astype('int')
#append newly craeted variables to categorical variables
if self.data[col_name].sum() > 0:
self.categorical_variables.append(col_name)
else:
self.data.drop(columns = [col_name], inplace = True)
#delete the string from the column
if delete_from_strings == 'yes':
self.data[column[1]] = self.data[column[1]].apply(lambda x: x.replace(category[1], ''))
#delete the column
if delete_column == 'yes':
self.data.drop(columns = column[1], inplace = True)
return self
def add_dummies2(self, categorical_list, delete_from_column = 'yes', delete_concat_column = 'no', column = 'concat_title_subtitle'):
#adds dummmies from cat_list, checks in concat_title_subtitle column
for category in enumerate(categorical_list):
#print(category)
col_name = category[1]
self.data[col_name] = self.data[column].str.contains(category[1]).astype('int')
#append newly craeted varaibles to categorical variables
if self.data[col_name].sum() > 0:
self.categorical_variables.append(col_name)
else:
self.data.drop(columns = [col_name], inplace = True)
#delete the string from the column
if delete_from_column == 'yes':
self.data[column] = self.data[column].apply(lambda x: x.replace(category[1], ''))
if delete_concat_column == 'yes':
self.data.drop(columns = column, inplace = True)
return self
"""
def ind_test(self, var, alpha = 0.05):
if alpha > 1 or alpha < 0:
print('Incorrect alpha value. Select a value from <0;1>.')
if var != 'all' and var not in self.data.columns:
print('Variable not found in the dataset')
pivot = round(self.data.pivot_table(values = 'price', index = var, aggfunc = ['count', 'mean']),2)
pivot.columns = ['count', 'mean']
mean_price = self.data['price'].mean()
pivot['sm'] = pivot['mean']/((pivot['count'])**(1/2))
pivot['t'] = (pivot['mean']-mean_price)/pivot['sm']
pivot['df'] = pivot['count']-1
#calculate p-value
pivot['t_border'] = stats.t.ppf(1-alpha/2, pivot['df'])
#implementation here is not 100% mathematically correct
return pivot
"""
def anova(self, var = 'all', alpha = 0.05):
if var == 'all':
for variable in enumerate(self.categorical_variables):
anova_data = self.data[[variable[1], 'price']].reset_index().copy()
anova_data.columns = ['index', variable[1], 'price']
equation_string = 'price ~ '+str(variable[1])
model = ols(equation_string, data=anova_data).fit()
anova_table = sm.stats.anova_lm(model, typ=2)
print(anova_table)
print()
#pairwise comparisons
pairwise_comparison = pairwise_tukeyhsd(endog = anova_data['price'],
groups = anova_data[variable[1]],
alpha = alpha)
print(pairwise_comparison)
print()
#else:
#TO DO
#also TO DO check Anova assumptions
def make_corpus(self, column = 'concat_title_subtitle'):
#creates a corpus out of title and subtitle column
for i in range(0, len(self.data)):
#string = re.sub('[^a-zA-Z]', ' ', self.data.reset_index().loc[i]['concat_title_subtitle'])
string = self.data.reset_index().loc[i][column]
string = string.split()
self.corpus = self.corpus + string
self.corpus = ListNoDups(self.corpus)
#with open("corpus.txt", "w") as output:
# output.write(str(self.corpus))
return self.corpus
def analyse_variables(self, list_of_variables, discard = 0.01):
# independence tests for a list of variable e.g. corpus
final_df = pd.DataFrame(columns = ['variable', 'mean_1', 'mean_0', 'count_1', 'count_0'])
for variable in enumerate(list_of_variables):
#debug
#print(str(variable)+' done')
self.data[variable[1]] = self.data['concat_title_subtitle'].str.contains(variable[1]).astype('int')
mean_1 = self.data.loc[self.data[variable[1]] == 1][self.dependent_variable].mean()
mean_0 = self.data.loc[self.data[variable[1]] == 0][self.dependent_variable].mean()
count_1 = len(self.data.loc[self.data[variable[1]] == 1])
count_0 = len(self.data.loc[self.data[variable[1]] == 0])
if count_1 >= discard * len(self.data) and count_0 >= discard * len(self.data):
dict_to_append = {
'variable' : variable[1],
'mean_1' : mean_1,
'mean_0' : mean_0,
'count_1' : count_1,
'count_0' : count_0
}
final_df = final_df.append(dict_to_append, ignore_index = True)
self.data.drop(columns = [variable[1]], inplace = True)
#if variable[0] % 1000 == 0:
# print(str(variable[0])+'/'+str(len(list_of_variables)))
final_df['mean_diff'] = abs(final_df['mean_1'] - final_df['mean_0'])
final_df = final_df.sort_values(by = 'mean_diff', ascending = False).reset_index()
final_df.drop(columns = 'index', inplace = True)
date = datetime.date(datetime.now())
final_df.to_csv('analyse_variables_'+str(date)+'.csv')
return final_df
#cv = CountVectorizer(max_features = 1000)
#X = cv.fit_transform(corpus).toarray()
data = CarData(path = 'data/', dependent_variable = 'price',
categorical_variables = ['engine_type', 'city', 'province'],
numeric_variables = ['price', 'mileage_km', 'engine_cm3', 'year'])
brands = ['alfa', 'audi', 'bmw', 'chevrolet', 'chrysler',
'citroen', 'dacia', 'daewoo', 'dodge', 'fiat',
'ford', 'honda', 'hyundai', 'jaguar', 'jeep',
'kia', 'rover', 'lexus', 'mazda', 'mercedes',
'mitsubishi', 'nissan', 'opel', 'peugeot',
'porsche', 'renault', 'seat', 'smart', 'subaru',
'suzuki', 'tesla', 'toyota', 'volkswagen',
'volvo', 'skoda']
data.add_dummies2(brands)
<__main__.CarData at 0x1437f4a8748>
corpus = x.make_corpus()
analysis = x.analyse_variables(corpus, discard = 0.01)
analysis = pd.read_csv('analyse_variables_results.csv', index_col=0)
variables = analysis['variable'].values.tolist()
cleaned_variables = CleanList(list_to_clean = variables, len_less_than = 3)
data.add_dummies2(cleaned_variables)
<__main__.CarData at 0x1437f4a8748>
data.data.head()
| ID | title | price | sub_title | mileage_km | year | engine_cm3 | engine_type | city | province | negotiable | concat_title_subtitle | alfa | audi | bmw | chevrolet | chrysler | citroen | dacia | daewoo | dodge | fiat | ford | honda | hyundai | jaguar | jeep | kia | rover | lexus | mazda | mercedes | mitsubishi | nissan | opel | peugeot | porsche | renault | seat | smart | subaru | suzuki | tesla | toyota | volkswagen | volvo | skoda | drive | fv23 | v23 | 20d | pakiet | akiet | pak | dsg | vat | quattro | quat | fort | line | for | akt | kam | amer | fak | led | lin | tsi | pre | salon | klimatyzacj | sal | ful | corsa | 180 | tyl | raw | polo | klima | klim | aso | tiv | ima | 16v | elektr | gaz | drzw | drz | fabia | opłat | lim | 50km | 0td | sport | elekt | niemie | sprowadzon | spro | 150k | asa | elek | wad | lpg | clio | niem | fiesta | fiest | dobry | ład | opł | 201 | 200 | 4x4 | polska | spr | alufelgi | zadbana | pano | benzyn | benzy | 150 | enzyna | alufelg | alufel | klas | sce | zadb | 90km | ram | man | bdb | 105 | felgi | gwa | tec | citroën | felg | spo | focus | picasso | astra | megan | jak | pcja | astr | zarejestr | zarejest | zarej | yaris | krajowy | qashqai | qashqa | rejestrowany | reje | ora | jest | nav | iii | pic | kombi | mega | zar | opc | tronik | dam | con | polski | dti | bard | krajow | tom | alu | aut | seria | seri | ara | pan | rej | nie | hdi | str | szyb | kom | golf | przed | polecam | poleca | kraj | gol | nowy | ins | naw | sta | kóra | pierwszy | wszy | titanium | wers | wer | rav | peł | oryginal | pol | pier | fab | okazja | okaz | orygi | skó | oryg | tra | prz | grand | 110 | lift | wyp | 000 | super | sup | avant | diesel | diese | rok | lif | turb | dach | wła | pas | bezw | 100 | tron | idea | cic | tys | ser | tyś | tdci | dci | tour | tempo | tdc | osob | bieg | 140 | zamia | mały | cam | zam | oso | pryw | ory | bie | avensis | nic | monde | tel | xen | ben | enon | oro | cja | gran | mat | temp | crd | bog | sel | tdi | kod | 40km | 120 | park | tem | 130 | pro | fote | tani | fot | pdc | grza | 170 | par | sat | octavia | octavi | max | van | sto | pod | cta | ass | ele | szy | bez | ani | nisk | grz | and | kier | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | Mazda CX-3 | 69700 | 150KM 6AT 4x4 SkyPASSION (+ Biala skóra + Safe... | 51015.0 | 2015 | 1998 | Benzyna | Katowice | slaskie | nan | cx 3 1 6at skysion biala s safety i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 2 | Peugeot Partner | 19500 | Opłacony~Dokumentacja Przebiegu | 180000.0 | 2009 | 1600 | Diesel | Garbatka-Letnisko | mazowieckie | Do negocjacji | tner ay dokumenta eu | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 3 | Kia Sportage | 26800 | Opłacona~Napęd 4x4 | 165000.0 | 2009 | 2000 | Benzyna | Garbatka-Letnisko | mazowieckie | Do negocjacji | age aa napęd | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 4 | Škoda Roomster | 12900 | Opłacona~Serwis ASO~Klimatronic~Grzane siedzenia | 238000.0 | 2006 | 1600 | Benzyna | Garbatka-Letnisko | mazowieckie | Do negocjacji | ša roomster aa wis ic ne siedzenia | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 5 | Opel Combo | 14500 | Klimatyzacja~Przebieg~Faktura~Polski Salon | 136000.0 | 2009 | 1400 | Benzyna | Garbatka-Letnisko | mazowieckie | Do negocjacji, Faktura VAT | combo a e fura | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
data.add_dummies(columns_to_check = ['engine_type'], delete_column = 'yes')
<__main__.CarData at 0x1437f4a8748>
data.add_dummies(columns_to_check = ['province'], delete_column = 'yes')
<__main__.CarData at 0x1437f4a8748>
data.data
| ID | title | price | sub_title | mileage_km | year | engine_cm3 | city | negotiable | concat_title_subtitle | alfa | audi | bmw | chevrolet | chrysler | citroen | dacia | daewoo | dodge | fiat | ford | honda | hyundai | jaguar | jeep | kia | rover | lexus | mazda | mercedes | mitsubishi | nissan | opel | peugeot | porsche | renault | seat | smart | subaru | suzuki | tesla | toyota | volkswagen | volvo | skoda | drive | fv23 | v23 | 20d | pakiet | akiet | pak | dsg | vat | quattro | quat | fort | line | for | akt | kam | amer | fak | led | lin | tsi | pre | salon | klimatyzacj | sal | ful | corsa | 180 | tyl | raw | polo | klima | klim | aso | tiv | ima | 16v | elektr | gaz | drzw | drz | fabia | opłat | lim | 50km | 0td | sport | elekt | niemie | sprowadzon | spro | 150k | asa | elek | wad | lpg | clio | niem | fiesta | fiest | dobry | ład | opł | 201 | 200 | 4x4 | polska | spr | alufelgi | zadbana | pano | benzyn | benzy | 150 | enzyna | alufelg | alufel | klas | sce | zadb | 90km | ram | man | bdb | 105 | felgi | gwa | tec | citroën | felg | spo | focus | picasso | astra | megan | jak | pcja | astr | zarejestr | zarejest | zarej | yaris | krajowy | qashqai | qashqa | rejestrowany | reje | ora | jest | nav | iii | pic | kombi | mega | zar | opc | tronik | dam | con | polski | dti | bard | krajow | tom | alu | aut | seria | seri | ara | pan | rej | nie | hdi | str | szyb | kom | golf | przed | polecam | poleca | kraj | gol | nowy | ins | naw | sta | kóra | pierwszy | wszy | titanium | wers | wer | rav | peł | oryginal | pol | pier | fab | okazja | okaz | orygi | skó | oryg | tra | prz | grand | 110 | lift | wyp | 000 | super | sup | avant | diesel | diese | rok | lif | turb | dach | wła | pas | bezw | 100 | tron | idea | cic | tys | ser | tyś | tdci | dci | tour | tempo | tdc | osob | bieg | 140 | zamia | mały | cam | zam | oso | pryw | ory | bie | avensis | nic | monde | tel | xen | ben | enon | oro | cja | gran | mat | temp | crd | bog | sel | tdi | kod | 40km | 120 | park | tem | 130 | pro | fote | tani | fot | pdc | grza | 170 | par | sat | octavia | octavi | max | van | sto | pod | cta | ass | ele | szy | bez | ani | nisk | grz | and | kier | engine_type_Benzyna | engine_type_Diesel | engine_type_Hybryda | engine_type_Elektryczny | province_slaskie | province_mazowieckie | province_lódzkie | province_lubelskie | province_malopolskie | province_wielkopolskie | province_warmińsko-mazurskie | province_lubuskie | province_kujawsko-pomorskie | province_podlaskie | province_podkarpackie | province_pomorskie | province_opolskie | province_swietokrzyskie | province_region midtjylland | province_zylina | province_moravian-silesian region | province_noord-brabant | province_wilno | province_noord-holland | province_region hovestaden | province_nordrhein-westfalen | province_languedoc-roussillon-midi-pyrénées | province_hessen | province_berlin | province_niedersachsen | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | Mazda CX-3 | 69700 | 150KM 6AT 4x4 SkyPASSION (+ Biala skóra + Safe... | 51015.0 | 2015 | 1998 | Katowice | nan | cx 3 1 6at skysion biala s safety i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 2 | Peugeot Partner | 19500 | Opłacony~Dokumentacja Przebiegu | 180000.0 | 2009 | 1600 | Garbatka-Letnisko | Do negocjacji | tner ay dokumenta eu | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 3 | Kia Sportage | 26800 | Opłacona~Napęd 4x4 | 165000.0 | 2009 | 2000 | Garbatka-Letnisko | Do negocjacji | age aa napęd | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 4 | Škoda Roomster | 12900 | Opłacona~Serwis ASO~Klimatronic~Grzane siedzenia | 238000.0 | 2006 | 1600 | Garbatka-Letnisko | Do negocjacji | ša roomster aa wis ic ne siedzenia | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 5 | Opel Combo | 14500 | Klimatyzacja~Przebieg~Faktura~Polski Salon | 136000.0 | 2009 | 1400 | Garbatka-Letnisko | Do negocjacji, Faktura VAT | combo a e fura | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 5307 | 75460 | Seat Ibiza | 15900 | nan | 152000.0 | 2009 | 1390 | Sulechów | Do negocjacji | ibiza nan | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5308 | 75461 | Honda Jazz | 5200 | prywatne | 261293.0 | 2002 | 1339 | Luboń | Do negocjacji | jazz atne | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5309 | 75462 | Mitsubishi Eclipse Cross 1.5 | 95000 | Salon PL, Bezwypadkowy, Fabryczna gwarancja do... | 25000.0 | 2018 | 1499 | Bielsko-Biała | Do negocjacji, Faktura VAT | eclipse cross 1 5 pl adkowy ryczna ran do ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5310 | 75463 | Mercedes-Benz Klasa B | 18700 | B 200 SPORT 140 KM, Skóra, Automat, 100% ORYGI... | 219000.0 | 2009 | 1991 | Brodnica | nan | z kl b b km s auat nał garde | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5311 | 75464 | Kia Picanto 1.0 | 32500 | Salon PL ,I właściciel,pierwsza rejestracja 03... | 7400.0 | 2016 | 998 | Warszawa | Do negocjacji | anto 1 0 pl i śiel wsza a 03 7r ran ryczna | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
72261 rows × 327 columns
date = datetime.date(datetime.now())
data.data.to_csv('data_'+str(date)+'.csv')
--------------------------------------------------------------------------- NameError Traceback (most recent call last) <ipython-input-4-3adbd53711b3> in <module> 1 date = datetime.date(datetime.now()) ----> 2 data.data.to_csv('data_'+str(date)+'.csv') NameError: name 'data' is not defined
data = pd.read_csv('data_2020-06-29.csv', index_col = 0)
X = pd.concat([data.iloc[: , [4,5,6]], data.iloc[: , 10:]], axis = 1, sort = False)
y = data['price'].copy()
stand_scale = StandardScaler()
X_scaled = stand_scale.fit_transform(X)
X_train, X_test, y_train, y_test = train_test_split(X, y, random_state=0, test_size = 0.2)
lin_reg = LogisticRegression()
lin_reg.fit(X_scaled, y)
C:\Anaconda\lib\site-packages\sklearn\linear_model\logistic.py:432: FutureWarning: Default solver will be changed to 'lbfgs' in 0.22. Specify a solver to silence this warning. FutureWarning) C:\Anaconda\lib\site-packages\sklearn\linear_model\logistic.py:469: FutureWarning: Default multi_class will be changed to 'auto' in 0.22. Specify the multi_class option to silence this warning. "this warning.", FutureWarning)
y_pred = lin_reg.predict(y)
from xgboost import XGBRegressor
xgb = XGBRegressor(learning_rate = 0.1, objective = 'reg:squarederror', nthread = 8,
tree_method = 'gpu_hist', max_depth = 7, n_estimators = 1440,
booster = 'gbtree', verbosity = 2)
xgb.fit(X_train,y_train,
eval_set=[(X_train, y_train), (X_test, y_test)],
eval_metric='mae'
)
[0] validation_0-mae:28667.44531 validation_1-mae:28305.03516 [1] validation_0-mae:25824.90039 validation_1-mae:25495.70312 [2] validation_0-mae:23288.30469 validation_1-mae:22980.79297 [3] validation_0-mae:21033.97266 validation_1-mae:20758.63477 [4] validation_0-mae:19042.21680 validation_1-mae:18788.07812 [5] validation_0-mae:17294.72461 validation_1-mae:17060.47656 [6] validation_0-mae:15767.90918 validation_1-mae:15548.52148 [7] validation_0-mae:14442.75781 validation_1-mae:14236.37207 [8] validation_0-mae:13291.10644 validation_1-mae:13100.21680 [9] validation_0-mae:12305.46094 validation_1-mae:12121.87988 [10] validation_0-mae:11464.42090 validation_1-mae:11295.21777 [11] validation_0-mae:10750.50000 validation_1-mae:10598.65918 [12] validation_0-mae:10148.05176 validation_1-mae:10005.63965 [13] validation_0-mae:9640.70996 validation_1-mae:9508.29492 [14] validation_0-mae:9216.52637 validation_1-mae:9096.57324 [15] validation_0-mae:8862.02832 validation_1-mae:8757.97266 [16] validation_0-mae:8559.88477 validation_1-mae:8468.65918 [17] validation_0-mae:8309.10059 validation_1-mae:8227.37500 [18] validation_0-mae:8097.07324 validation_1-mae:8036.26611 [19] validation_0-mae:7919.61816 validation_1-mae:7876.53564 [20] validation_0-mae:7771.03809 validation_1-mae:7739.53516 [21] validation_0-mae:7643.59814 validation_1-mae:7626.19336 [22] validation_0-mae:7541.05713 validation_1-mae:7532.51562 [23] validation_0-mae:7439.18066 validation_1-mae:7436.24072 [24] validation_0-mae:7350.98535 validation_1-mae:7363.67432 [25] validation_0-mae:7279.10303 validation_1-mae:7308.26465 [26] validation_0-mae:7212.71045 validation_1-mae:7253.52295 [27] validation_0-mae:7156.39014 validation_1-mae:7211.49756 [28] validation_0-mae:7096.24853 validation_1-mae:7159.41846 [29] validation_0-mae:7047.40967 validation_1-mae:7121.31592 [30] validation_0-mae:7001.52734 validation_1-mae:7083.35254 [31] validation_0-mae:6958.83350 validation_1-mae:7052.21045 [32] validation_0-mae:6930.07520 validation_1-mae:7031.81689 [33] validation_0-mae:6899.27393 validation_1-mae:7009.80811 [34] validation_0-mae:6867.47510 validation_1-mae:6988.23828 [35] validation_0-mae:6844.84619 validation_1-mae:6975.03955 [36] validation_0-mae:6818.15772 validation_1-mae:6956.62500 [37] validation_0-mae:6796.34228 validation_1-mae:6941.99805 [38] validation_0-mae:6775.15674 validation_1-mae:6930.65674 [39] validation_0-mae:6751.48584 validation_1-mae:6916.44922 [40] validation_0-mae:6731.24609 validation_1-mae:6905.60498 [41] validation_0-mae:6715.98291 validation_1-mae:6895.93652 [42] validation_0-mae:6692.30078 validation_1-mae:6878.81055 [43] validation_0-mae:6671.78564 validation_1-mae:6868.97412 [44] validation_0-mae:6650.57275 validation_1-mae:6854.98193 [45] validation_0-mae:6633.98730 validation_1-mae:6845.14453 [46] validation_0-mae:6618.75830 validation_1-mae:6837.19434 [47] validation_0-mae:6605.16797 validation_1-mae:6828.54150 [48] validation_0-mae:6593.24121 validation_1-mae:6820.16943 [49] validation_0-mae:6575.09326 validation_1-mae:6808.23535 [50] validation_0-mae:6557.97998 validation_1-mae:6796.41650 [51] validation_0-mae:6534.46338 validation_1-mae:6778.18408 [52] validation_0-mae:6511.53467 validation_1-mae:6759.17725 [53] validation_0-mae:6501.44531 validation_1-mae:6753.57471 [54] validation_0-mae:6491.20166 validation_1-mae:6746.22070 [55] validation_0-mae:6472.98584 validation_1-mae:6730.74414 [56] validation_0-mae:6454.90674 validation_1-mae:6717.17969 [57] validation_0-mae:6445.34473 validation_1-mae:6713.57471 [58] validation_0-mae:6432.33887 validation_1-mae:6707.63574 [59] validation_0-mae:6415.04248 validation_1-mae:6692.82324 [60] validation_0-mae:6402.67773 validation_1-mae:6684.33936 [61] validation_0-mae:6393.16748 validation_1-mae:6674.28857 [62] validation_0-mae:6381.69678 validation_1-mae:6666.54395 [63] validation_0-mae:6369.88086 validation_1-mae:6658.27490 [64] validation_0-mae:6354.85889 validation_1-mae:6650.54248 [65] validation_0-mae:6339.02148 validation_1-mae:6640.60742 [66] validation_0-mae:6325.33057 validation_1-mae:6631.14404 [67] validation_0-mae:6318.93262 validation_1-mae:6625.55811 [68] validation_0-mae:6307.73584 validation_1-mae:6619.61377 [69] validation_0-mae:6297.10010 validation_1-mae:6614.15478 [70] validation_0-mae:6287.30469 validation_1-mae:6610.02588 [71] validation_0-mae:6276.49853 validation_1-mae:6602.79590 [72] validation_0-mae:6268.32129 validation_1-mae:6597.07764 [73] validation_0-mae:6258.59766 validation_1-mae:6593.67383 [74] validation_0-mae:6247.95166 validation_1-mae:6588.05518 [75] validation_0-mae:6236.82422 validation_1-mae:6581.07617 [76] validation_0-mae:6223.20068 validation_1-mae:6570.58984 [77] validation_0-mae:6215.32861 validation_1-mae:6565.61035 [78] validation_0-mae:6206.11035 validation_1-mae:6562.53662 [79] validation_0-mae:6198.24121 validation_1-mae:6556.34619 [80] validation_0-mae:6193.53516 validation_1-mae:6553.82324 [81] validation_0-mae:6187.33398 validation_1-mae:6550.26953 [82] validation_0-mae:6176.02100 validation_1-mae:6542.11963 [83] validation_0-mae:6163.25879 validation_1-mae:6532.50781 [84] validation_0-mae:6160.70557 validation_1-mae:6529.59619 [85] validation_0-mae:6149.34668 validation_1-mae:6524.68506 [86] validation_0-mae:6139.91602 validation_1-mae:6519.25488 [87] validation_0-mae:6131.66211 validation_1-mae:6515.90381 [88] validation_0-mae:6124.67627 validation_1-mae:6510.87793 [89] validation_0-mae:6114.95898 validation_1-mae:6505.56543 [90] validation_0-mae:6108.96875 validation_1-mae:6503.37744 [91] validation_0-mae:6098.12939 validation_1-mae:6496.48584 [92] validation_0-mae:6092.48975 validation_1-mae:6493.90332 [93] validation_0-mae:6083.99853 validation_1-mae:6487.18359 [94] validation_0-mae:6077.18897 validation_1-mae:6484.48389 [95] validation_0-mae:6066.61572 validation_1-mae:6475.86133 [96] validation_0-mae:6061.68799 validation_1-mae:6473.38867 [97] validation_0-mae:6059.04834 validation_1-mae:6472.31152 [98] validation_0-mae:6052.40967 validation_1-mae:6467.36084 [99] validation_0-mae:6041.14844 validation_1-mae:6461.57959 [100] validation_0-mae:6032.47510 validation_1-mae:6456.01172 [101] validation_0-mae:6026.68262 validation_1-mae:6451.32324 [102] validation_0-mae:6021.58691 validation_1-mae:6449.18945 [103] validation_0-mae:6015.91797 validation_1-mae:6445.09473 [104] validation_0-mae:6011.86816 validation_1-mae:6441.24023 [105] validation_0-mae:6006.74072 validation_1-mae:6439.54395 [106] validation_0-mae:5996.85254 validation_1-mae:6431.41602 [107] validation_0-mae:5989.00049 validation_1-mae:6425.72217 [108] validation_0-mae:5981.99658 validation_1-mae:6422.27490 [109] validation_0-mae:5975.54443 validation_1-mae:6419.50342 [110] validation_0-mae:5968.33398 validation_1-mae:6417.49316 [111] validation_0-mae:5964.81006 validation_1-mae:6414.78076 [112] validation_0-mae:5959.65186 validation_1-mae:6413.60010 [113] validation_0-mae:5953.98486 validation_1-mae:6409.85205 [114] validation_0-mae:5950.27588 validation_1-mae:6408.59326 [115] validation_0-mae:5940.86914 validation_1-mae:6404.54590 [116] validation_0-mae:5936.74951 validation_1-mae:6402.19043 [117] validation_0-mae:5926.46436 validation_1-mae:6395.27441 [118] validation_0-mae:5921.34522 validation_1-mae:6391.79590 [119] validation_0-mae:5917.75732 validation_1-mae:6389.95850 [120] validation_0-mae:5908.00928 validation_1-mae:6385.72998 [121] validation_0-mae:5905.70947 validation_1-mae:6383.11475 [122] validation_0-mae:5900.67041 validation_1-mae:6380.75635 [123] validation_0-mae:5894.46143 validation_1-mae:6377.76758 [124] validation_0-mae:5888.99951 validation_1-mae:6376.89551 [125] validation_0-mae:5884.03857 validation_1-mae:6375.72607 [126] validation_0-mae:5877.27783 validation_1-mae:6371.79932 [127] validation_0-mae:5871.53906 validation_1-mae:6369.35791 [128] validation_0-mae:5869.05615 validation_1-mae:6366.97607 [129] validation_0-mae:5862.80762 validation_1-mae:6362.28369 [130] validation_0-mae:5853.75732 validation_1-mae:6356.84277 [131] validation_0-mae:5850.24707 validation_1-mae:6355.08350 [132] validation_0-mae:5847.41992 validation_1-mae:6353.83203 [133] validation_0-mae:5842.82373 validation_1-mae:6352.78223 [134] validation_0-mae:5836.72949 validation_1-mae:6351.49414 [135] validation_0-mae:5829.75244 validation_1-mae:6347.87793 [136] validation_0-mae:5825.69189 validation_1-mae:6345.33350 [137] validation_0-mae:5821.95312 validation_1-mae:6343.23340 [138] validation_0-mae:5817.84522 validation_1-mae:6341.77881 [139] validation_0-mae:5815.49219 validation_1-mae:6339.55811 [140] validation_0-mae:5809.85547 validation_1-mae:6338.14209 [141] validation_0-mae:5804.02148 validation_1-mae:6334.41699 [142] validation_0-mae:5801.36523 validation_1-mae:6334.05859 [143] validation_0-mae:5797.49951 validation_1-mae:6332.29785 [144] validation_0-mae:5795.27832 validation_1-mae:6331.33594 [145] validation_0-mae:5789.24951 validation_1-mae:6327.83789 [146] validation_0-mae:5785.13525 validation_1-mae:6326.63135 [147] validation_0-mae:5778.24414 validation_1-mae:6322.97461 [148] validation_0-mae:5773.42676 validation_1-mae:6320.40430 [149] validation_0-mae:5767.11914 validation_1-mae:6317.34814 [150] validation_0-mae:5761.90869 validation_1-mae:6316.56201 [151] validation_0-mae:5758.20996 validation_1-mae:6314.70068 [152] validation_0-mae:5754.69727 validation_1-mae:6313.11572 [153] validation_0-mae:5750.16211 validation_1-mae:6311.63965 [154] validation_0-mae:5747.47656 validation_1-mae:6310.37744 [155] validation_0-mae:5744.13232 validation_1-mae:6309.79883 [156] validation_0-mae:5740.17090 validation_1-mae:6307.91650 [157] validation_0-mae:5737.10938 validation_1-mae:6306.25635 [158] validation_0-mae:5735.22168 validation_1-mae:6305.54395 [159] validation_0-mae:5731.18164 validation_1-mae:6302.92578 [160] validation_0-mae:5724.74023 validation_1-mae:6298.69971 [161] validation_0-mae:5719.64453 validation_1-mae:6296.78369 [162] validation_0-mae:5713.67041 validation_1-mae:6294.14746 [163] validation_0-mae:5711.44385 validation_1-mae:6294.73145 [164] validation_0-mae:5706.76953 validation_1-mae:6293.57275 [165] validation_0-mae:5703.45410 validation_1-mae:6292.31201 [166] validation_0-mae:5700.17090 validation_1-mae:6290.63916 [167] validation_0-mae:5698.76953 validation_1-mae:6290.63037 [168] validation_0-mae:5693.42871 validation_1-mae:6287.99219 [169] validation_0-mae:5688.96045 validation_1-mae:6287.00586 [170] validation_0-mae:5686.52588 validation_1-mae:6287.27344 [171] validation_0-mae:5684.39307 validation_1-mae:6287.54590 [172] validation_0-mae:5681.26270 validation_1-mae:6285.82031 [173] validation_0-mae:5677.75147 validation_1-mae:6284.46045 [174] validation_0-mae:5674.48975 validation_1-mae:6282.60156 [175] validation_0-mae:5669.57080 validation_1-mae:6280.92236 [176] validation_0-mae:5664.76221 validation_1-mae:6278.72217 [177] validation_0-mae:5660.72217 validation_1-mae:6277.96143 [178] validation_0-mae:5660.13232 validation_1-mae:6277.79834 [179] validation_0-mae:5655.75293 validation_1-mae:6274.80078 [180] validation_0-mae:5649.67285 validation_1-mae:6272.12891 [181] validation_0-mae:5644.59326 validation_1-mae:6269.62695 [182] validation_0-mae:5639.41895 validation_1-mae:6265.12939 [183] validation_0-mae:5634.92090 validation_1-mae:6262.80176 [184] validation_0-mae:5629.64502 validation_1-mae:6260.39160 [185] validation_0-mae:5624.45166 validation_1-mae:6257.96387 [186] validation_0-mae:5621.45264 validation_1-mae:6257.33789 [187] validation_0-mae:5615.43164 validation_1-mae:6255.42969 [188] validation_0-mae:5608.88525 validation_1-mae:6254.15723 [189] validation_0-mae:5608.16211 validation_1-mae:6254.46289 [190] validation_0-mae:5605.83545 validation_1-mae:6253.29883 [191] validation_0-mae:5601.85059 validation_1-mae:6252.36670 [192] validation_0-mae:5597.87402 validation_1-mae:6251.55322 [193] validation_0-mae:5592.92090 validation_1-mae:6248.74463 [194] validation_0-mae:5588.08984 validation_1-mae:6244.10059 [195] validation_0-mae:5585.11279 validation_1-mae:6243.46582 [196] validation_0-mae:5581.41504 validation_1-mae:6241.64941 [197] validation_0-mae:5574.86279 validation_1-mae:6238.88184 [198] validation_0-mae:5572.80811 validation_1-mae:6239.72559 [199] validation_0-mae:5568.84717 validation_1-mae:6238.19238 [200] validation_0-mae:5565.93262 validation_1-mae:6238.08691 [201] validation_0-mae:5563.61816 validation_1-mae:6237.44971 [202] validation_0-mae:5559.31543 validation_1-mae:6236.51025 [203] validation_0-mae:5554.94434 validation_1-mae:6235.66895 [204] validation_0-mae:5549.14600 validation_1-mae:6233.03711 [205] validation_0-mae:5547.07568 validation_1-mae:6232.44922 [206] validation_0-mae:5542.45996 validation_1-mae:6229.77637 [207] validation_0-mae:5535.77637 validation_1-mae:6227.14795 [208] validation_0-mae:5531.86475 validation_1-mae:6223.46826 [209] validation_0-mae:5530.43555 validation_1-mae:6223.41016 [210] validation_0-mae:5529.52148 validation_1-mae:6222.97266 [211] validation_0-mae:5526.28174 validation_1-mae:6221.35938 [212] validation_0-mae:5522.50830 validation_1-mae:6220.35449 [213] validation_0-mae:5518.76367 validation_1-mae:6220.00635 [214] validation_0-mae:5513.15283 validation_1-mae:6216.48193 [215] validation_0-mae:5506.83643 validation_1-mae:6213.68555 [216] validation_0-mae:5501.71045 validation_1-mae:6211.15723 [217] validation_0-mae:5495.25342 validation_1-mae:6207.46826 [218] validation_0-mae:5491.38379 validation_1-mae:6204.31934 [219] validation_0-mae:5486.35986 validation_1-mae:6202.35303 [220] validation_0-mae:5483.60254 validation_1-mae:6201.42578 [221] validation_0-mae:5480.12305 validation_1-mae:6200.79199 [222] validation_0-mae:5475.02783 validation_1-mae:6197.40967 [223] validation_0-mae:5472.73291 validation_1-mae:6196.80420 [224] validation_0-mae:5469.93213 validation_1-mae:6194.84863 [225] validation_0-mae:5468.55762 validation_1-mae:6194.14941 [226] validation_0-mae:5464.27978 validation_1-mae:6191.95605 [227] validation_0-mae:5461.27295 validation_1-mae:6190.75684 [228] validation_0-mae:5458.80273 validation_1-mae:6189.89453 [229] validation_0-mae:5455.83691 validation_1-mae:6189.49658 [230] validation_0-mae:5452.87695 validation_1-mae:6188.71484 [231] validation_0-mae:5450.82031 validation_1-mae:6187.87695 [232] validation_0-mae:5447.51270 validation_1-mae:6186.77734 [233] validation_0-mae:5444.47900 validation_1-mae:6185.63916 [234] validation_0-mae:5444.15478 validation_1-mae:6185.55225 [235] validation_0-mae:5441.77197 validation_1-mae:6185.12353 [236] validation_0-mae:5439.53027 validation_1-mae:6184.96387 [237] validation_0-mae:5433.65869 validation_1-mae:6183.08301 [238] validation_0-mae:5431.67529 validation_1-mae:6182.95166 [239] validation_0-mae:5428.73193 validation_1-mae:6181.81543 [240] validation_0-mae:5423.85596 validation_1-mae:6179.63916 [241] validation_0-mae:5421.01855 validation_1-mae:6177.16064 [242] validation_0-mae:5419.12939 validation_1-mae:6177.16846 [243] validation_0-mae:5413.57080 validation_1-mae:6174.22852 [244] validation_0-mae:5413.05859 validation_1-mae:6174.61133 [245] validation_0-mae:5409.81103 validation_1-mae:6174.49853 [246] validation_0-mae:5406.40967 validation_1-mae:6173.13330 [247] validation_0-mae:5403.62305 validation_1-mae:6173.05908 [248] validation_0-mae:5401.75049 validation_1-mae:6173.15527 [249] validation_0-mae:5399.22607 validation_1-mae:6171.86182 [250] validation_0-mae:5394.55859 validation_1-mae:6170.73584 [251] validation_0-mae:5392.05713 validation_1-mae:6170.27734 [252] validation_0-mae:5391.01025 validation_1-mae:6170.10059 [253] validation_0-mae:5386.43750 validation_1-mae:6169.88477 [254] validation_0-mae:5383.76270 validation_1-mae:6168.56738 [255] validation_0-mae:5381.79980 validation_1-mae:6168.67969 [256] validation_0-mae:5378.97754 validation_1-mae:6167.35254 [257] validation_0-mae:5376.61865 validation_1-mae:6167.49805 [258] validation_0-mae:5372.68262 validation_1-mae:6166.32471 [259] validation_0-mae:5368.20264 validation_1-mae:6167.50147 [260] validation_0-mae:5363.74658 validation_1-mae:6165.94971 [261] validation_0-mae:5358.99951 validation_1-mae:6164.34228 [262] validation_0-mae:5355.08398 validation_1-mae:6162.55322 [263] validation_0-mae:5351.71973 validation_1-mae:6162.41895 [264] validation_0-mae:5349.99756 validation_1-mae:6162.31934 [265] validation_0-mae:5346.54346 validation_1-mae:6160.72803 [266] validation_0-mae:5340.82764 validation_1-mae:6159.46240 [267] validation_0-mae:5337.78418 validation_1-mae:6158.55127 [268] validation_0-mae:5335.62647 validation_1-mae:6157.96094 [269] validation_0-mae:5330.50928 validation_1-mae:6155.10059 [270] validation_0-mae:5327.91064 validation_1-mae:6154.65625 [271] validation_0-mae:5322.29932 validation_1-mae:6152.12353 [272] validation_0-mae:5320.24561 validation_1-mae:6150.33301 [273] validation_0-mae:5316.27002 validation_1-mae:6148.41797 [274] validation_0-mae:5314.10693 validation_1-mae:6147.08594 [275] validation_0-mae:5312.17236 validation_1-mae:6146.46924 [276] validation_0-mae:5309.68408 validation_1-mae:6147.23828 [277] validation_0-mae:5307.27148 validation_1-mae:6145.41992 [278] validation_0-mae:5306.47314 validation_1-mae:6145.26367 [279] validation_0-mae:5304.37695 validation_1-mae:6145.88330 [280] validation_0-mae:5300.93701 validation_1-mae:6144.22510 [281] validation_0-mae:5296.06592 validation_1-mae:6141.43506 [282] validation_0-mae:5294.85986 validation_1-mae:6141.07129 [283] validation_0-mae:5293.21045 validation_1-mae:6140.49756 [284] validation_0-mae:5289.46045 validation_1-mae:6140.31299 [285] validation_0-mae:5287.50488 validation_1-mae:6140.70264 [286] validation_0-mae:5285.42676 validation_1-mae:6139.68603 [287] validation_0-mae:5283.59570 validation_1-mae:6138.83740 [288] validation_0-mae:5281.39648 validation_1-mae:6138.16602 [289] validation_0-mae:5278.80566 validation_1-mae:6137.76025 [290] validation_0-mae:5276.45215 validation_1-mae:6137.43994 [291] validation_0-mae:5272.87842 validation_1-mae:6136.24707 [292] validation_0-mae:5269.28418 validation_1-mae:6135.73535 [293] validation_0-mae:5266.56152 validation_1-mae:6133.72119 [294] validation_0-mae:5264.31592 validation_1-mae:6133.92334 [295] validation_0-mae:5261.87891 validation_1-mae:6134.31738 [296] validation_0-mae:5260.03027 validation_1-mae:6133.56836 [297] validation_0-mae:5257.93945 validation_1-mae:6133.01807 [298] validation_0-mae:5255.63135 validation_1-mae:6133.07275 [299] validation_0-mae:5254.62061 validation_1-mae:6133.13184 [300] validation_0-mae:5253.54102 validation_1-mae:6133.20801 [301] validation_0-mae:5251.69385 validation_1-mae:6133.69092 [302] validation_0-mae:5251.01367 validation_1-mae:6133.58350 [303] validation_0-mae:5248.57422 validation_1-mae:6132.78467 [304] validation_0-mae:5246.29248 validation_1-mae:6132.57764 [305] validation_0-mae:5243.27197 validation_1-mae:6131.38379 [306] validation_0-mae:5240.21973 validation_1-mae:6130.40820 [307] validation_0-mae:5238.03467 validation_1-mae:6129.10059 [308] validation_0-mae:5233.39844 validation_1-mae:6126.34277 [309] validation_0-mae:5228.41846 validation_1-mae:6126.44385 [310] validation_0-mae:5226.38525 validation_1-mae:6125.03760 [311] validation_0-mae:5223.72119 validation_1-mae:6124.19580 [312] validation_0-mae:5222.75293 validation_1-mae:6123.29639 [313] validation_0-mae:5218.27978 validation_1-mae:6121.31201 [314] validation_0-mae:5213.89209 validation_1-mae:6122.08350 [315] validation_0-mae:5210.98926 validation_1-mae:6121.34277 [316] validation_0-mae:5209.93262 validation_1-mae:6120.33838 [317] validation_0-mae:5208.74805 validation_1-mae:6119.48730 [318] validation_0-mae:5205.85791 validation_1-mae:6119.61426 [319] validation_0-mae:5203.61523 validation_1-mae:6118.96582 [320] validation_0-mae:5200.92676 validation_1-mae:6118.97314 [321] validation_0-mae:5197.43994 validation_1-mae:6118.86865 [322] validation_0-mae:5194.90234 validation_1-mae:6117.87305 [323] validation_0-mae:5193.02539 validation_1-mae:6117.04639 [324] validation_0-mae:5188.93018 validation_1-mae:6116.14453 [325] validation_0-mae:5184.82471 validation_1-mae:6117.76025 [326] validation_0-mae:5179.59961 validation_1-mae:6115.64062 [327] validation_0-mae:5176.20605 validation_1-mae:6113.68603 [328] validation_0-mae:5171.63916 validation_1-mae:6113.30322 [329] validation_0-mae:5170.15186 validation_1-mae:6113.94775 [330] validation_0-mae:5165.04883 validation_1-mae:6111.07568 [331] validation_0-mae:5162.94141 validation_1-mae:6110.09131 [332] validation_0-mae:5159.66455 validation_1-mae:6110.60645 [333] validation_0-mae:5155.37353 validation_1-mae:6109.05127 [334] validation_0-mae:5152.49658 validation_1-mae:6107.16553 [335] validation_0-mae:5150.62061 validation_1-mae:6106.86816 [336] validation_0-mae:5147.73730 validation_1-mae:6106.34619 [337] validation_0-mae:5145.03760 validation_1-mae:6107.13135 [338] validation_0-mae:5142.34228 validation_1-mae:6106.16357 [339] validation_0-mae:5139.45166 validation_1-mae:6105.16016 [340] validation_0-mae:5138.66943 validation_1-mae:6104.44238 [341] validation_0-mae:5135.19238 validation_1-mae:6103.75439 [342] validation_0-mae:5133.20166 validation_1-mae:6103.37939 [343] validation_0-mae:5131.76318 validation_1-mae:6103.18457 [344] validation_0-mae:5129.73242 validation_1-mae:6102.67920 [345] validation_0-mae:5127.11865 validation_1-mae:6102.88281 [346] validation_0-mae:5125.43311 validation_1-mae:6102.17383 [347] validation_0-mae:5121.83105 validation_1-mae:6100.60596 [348] validation_0-mae:5119.20996 validation_1-mae:6100.11328 [349] validation_0-mae:5114.03467 validation_1-mae:6099.59228 [350] validation_0-mae:5111.84180 validation_1-mae:6098.82666 [351] validation_0-mae:5110.29395 validation_1-mae:6099.45801 [352] validation_0-mae:5106.29346 validation_1-mae:6100.28711 [353] validation_0-mae:5103.68506 validation_1-mae:6100.31738 [354] validation_0-mae:5100.71924 validation_1-mae:6099.57031 [355] validation_0-mae:5097.46680 validation_1-mae:6100.22070 [356] validation_0-mae:5093.43359 validation_1-mae:6100.28760 [357] validation_0-mae:5092.82764 validation_1-mae:6100.15772 [358] validation_0-mae:5090.13770 validation_1-mae:6099.47705 [359] validation_0-mae:5084.42920 validation_1-mae:6096.11768 [360] validation_0-mae:5081.77686 validation_1-mae:6095.14209 [361] validation_0-mae:5079.12109 validation_1-mae:6094.86621 [362] validation_0-mae:5077.95752 validation_1-mae:6095.14062 [363] validation_0-mae:5074.86914 validation_1-mae:6093.39258 [364] validation_0-mae:5072.78174 validation_1-mae:6092.25244 [365] validation_0-mae:5070.71533 validation_1-mae:6092.35986 [366] validation_0-mae:5069.22022 validation_1-mae:6093.32324 [367] validation_0-mae:5067.03809 validation_1-mae:6093.20850 [368] validation_0-mae:5066.18750 validation_1-mae:6092.50000 [369] validation_0-mae:5062.40332 validation_1-mae:6089.99805 [370] validation_0-mae:5059.52490 validation_1-mae:6089.71240 [371] validation_0-mae:5055.04492 validation_1-mae:6087.93457 [372] validation_0-mae:5052.38867 validation_1-mae:6086.88184 [373] validation_0-mae:5050.45166 validation_1-mae:6086.95703 [374] validation_0-mae:5049.32764 validation_1-mae:6086.80322 [375] validation_0-mae:5045.53320 validation_1-mae:6086.39941 [376] validation_0-mae:5043.28369 validation_1-mae:6086.25147 [377] validation_0-mae:5040.55811 validation_1-mae:6086.57324 [378] validation_0-mae:5036.62891 validation_1-mae:6084.91260 [379] validation_0-mae:5034.34424 validation_1-mae:6084.68848 [380] validation_0-mae:5032.23682 validation_1-mae:6084.46582 [381] validation_0-mae:5030.04492 validation_1-mae:6082.66016 [382] validation_0-mae:5028.00781 validation_1-mae:6081.75586 [383] validation_0-mae:5025.72656 validation_1-mae:6080.88672 [384] validation_0-mae:5022.53174 validation_1-mae:6080.23584 [385] validation_0-mae:5016.80908 validation_1-mae:6079.65869 [386] validation_0-mae:5014.06592 validation_1-mae:6079.52246 [387] validation_0-mae:5011.83105 validation_1-mae:6079.24658 [388] validation_0-mae:5009.03906 validation_1-mae:6079.31201 [389] validation_0-mae:5008.37500 validation_1-mae:6079.44629 [390] validation_0-mae:5005.50879 validation_1-mae:6078.85059 [391] validation_0-mae:5002.28906 validation_1-mae:6078.51611 [392] validation_0-mae:5000.82080 validation_1-mae:6078.50586 [393] validation_0-mae:4999.66748 validation_1-mae:6078.66016 [394] validation_0-mae:4998.20459 validation_1-mae:6078.56543 [395] validation_0-mae:4997.24658 validation_1-mae:6078.66455 [396] validation_0-mae:4993.99561 validation_1-mae:6078.20459 [397] validation_0-mae:4992.62647 validation_1-mae:6078.37109 [398] validation_0-mae:4989.04053 validation_1-mae:6078.01562 [399] validation_0-mae:4987.99951 validation_1-mae:6077.43066 [400] validation_0-mae:4986.12598 validation_1-mae:6076.88574 [401] validation_0-mae:4983.18799 validation_1-mae:6076.90088 [402] validation_0-mae:4981.74902 validation_1-mae:6076.97412 [403] validation_0-mae:4979.71436 validation_1-mae:6075.74268 [404] validation_0-mae:4977.87939 validation_1-mae:6075.83740 [405] validation_0-mae:4976.06543 validation_1-mae:6075.31934 [406] validation_0-mae:4970.08838 validation_1-mae:6074.69238 [407] validation_0-mae:4967.95312 validation_1-mae:6073.32568 [408] validation_0-mae:4964.97705 validation_1-mae:6073.44092 [409] validation_0-mae:4963.77295 validation_1-mae:6073.46826 [410] validation_0-mae:4962.50928 validation_1-mae:6073.11865 [411] validation_0-mae:4960.22705 validation_1-mae:6072.76611 [412] validation_0-mae:4958.94678 validation_1-mae:6072.63330 [413] validation_0-mae:4957.47656 validation_1-mae:6072.70312 [414] validation_0-mae:4954.00488 validation_1-mae:6073.75781 [415] validation_0-mae:4951.51514 validation_1-mae:6072.47119 [416] validation_0-mae:4949.10254 validation_1-mae:6072.41602 [417] validation_0-mae:4946.94678 validation_1-mae:6073.27978 [418] validation_0-mae:4945.76416 validation_1-mae:6072.46826 [419] validation_0-mae:4942.58057 validation_1-mae:6072.60645 [420] validation_0-mae:4941.55566 validation_1-mae:6072.33740 [421] validation_0-mae:4939.74072 validation_1-mae:6071.99707 [422] validation_0-mae:4936.85400 validation_1-mae:6070.77832 [423] validation_0-mae:4933.80225 validation_1-mae:6070.92236 [424] validation_0-mae:4932.15674 validation_1-mae:6070.28076 [425] validation_0-mae:4928.43115 validation_1-mae:6070.66992 [426] validation_0-mae:4927.32812 validation_1-mae:6070.69531 [427] validation_0-mae:4924.76025 validation_1-mae:6070.22559 [428] validation_0-mae:4922.05713 validation_1-mae:6069.79736 [429] validation_0-mae:4919.22998 validation_1-mae:6068.98340 [430] validation_0-mae:4914.95996 validation_1-mae:6066.50977 [431] validation_0-mae:4912.41650 validation_1-mae:6066.34863 [432] validation_0-mae:4907.87891 validation_1-mae:6066.70264 [433] validation_0-mae:4905.14600 validation_1-mae:6066.65478 [434] validation_0-mae:4902.89404 validation_1-mae:6066.32031 [435] validation_0-mae:4900.70898 validation_1-mae:6065.95264 [436] validation_0-mae:4898.79834 validation_1-mae:6065.19629 [437] validation_0-mae:4896.50684 validation_1-mae:6064.52490 [438] validation_0-mae:4894.23877 validation_1-mae:6064.61328 [439] validation_0-mae:4889.40674 validation_1-mae:6063.17188 [440] validation_0-mae:4886.16553 validation_1-mae:6062.35254 [441] validation_0-mae:4883.67041 validation_1-mae:6061.81397 [442] validation_0-mae:4880.84766 validation_1-mae:6061.30029 [443] validation_0-mae:4879.61572 validation_1-mae:6060.80273 [444] validation_0-mae:4877.71582 validation_1-mae:6061.41895 [445] validation_0-mae:4875.88428 validation_1-mae:6060.75586 [446] validation_0-mae:4872.56006 validation_1-mae:6060.64941 [447] validation_0-mae:4870.77148 validation_1-mae:6060.05273 [448] validation_0-mae:4868.67578 validation_1-mae:6060.25537 [449] validation_0-mae:4866.22900 validation_1-mae:6060.42725 [450] validation_0-mae:4863.72363 validation_1-mae:6060.61035 [451] validation_0-mae:4862.09277 validation_1-mae:6060.49853 [452] validation_0-mae:4859.09668 validation_1-mae:6058.89648 [453] validation_0-mae:4855.46582 validation_1-mae:6058.71680 [454] validation_0-mae:4853.62451 validation_1-mae:6059.27148 [455] validation_0-mae:4851.76416 validation_1-mae:6058.73438 [456] validation_0-mae:4849.45898 validation_1-mae:6058.48047 [457] validation_0-mae:4847.51807 validation_1-mae:6058.44678 [458] validation_0-mae:4844.34033 validation_1-mae:6058.33545 [459] validation_0-mae:4841.51270 validation_1-mae:6057.96094 [460] validation_0-mae:4839.04102 validation_1-mae:6057.78564 [461] validation_0-mae:4838.41064 validation_1-mae:6057.58740 [462] validation_0-mae:4834.58350 validation_1-mae:6056.27002 [463] validation_0-mae:4833.33398 validation_1-mae:6055.88770 [464] validation_0-mae:4832.24121 validation_1-mae:6055.79590 [465] validation_0-mae:4831.01611 validation_1-mae:6055.89258 [466] validation_0-mae:4829.43945 validation_1-mae:6055.76758 [467] validation_0-mae:4828.13330 validation_1-mae:6055.86670 [468] validation_0-mae:4825.92969 validation_1-mae:6055.43652 [469] validation_0-mae:4822.91895 validation_1-mae:6054.83008 [470] validation_0-mae:4820.77881 validation_1-mae:6054.95020 [471] validation_0-mae:4819.23730 validation_1-mae:6055.17383 [472] validation_0-mae:4816.50830 validation_1-mae:6054.24072 [473] validation_0-mae:4813.42676 validation_1-mae:6053.92383 [474] validation_0-mae:4810.74805 validation_1-mae:6054.00147 [475] validation_0-mae:4808.46045 validation_1-mae:6054.51660 [476] validation_0-mae:4806.38135 validation_1-mae:6055.17188 [477] validation_0-mae:4804.69727 validation_1-mae:6054.66699 [478] validation_0-mae:4803.75635 validation_1-mae:6054.68311 [479] validation_0-mae:4802.57275 validation_1-mae:6054.07910 [480] validation_0-mae:4800.90137 validation_1-mae:6053.74756 [481] validation_0-mae:4799.10156 validation_1-mae:6054.45752 [482] validation_0-mae:4797.88965 validation_1-mae:6055.23291 [483] validation_0-mae:4795.58447 validation_1-mae:6055.25147 [484] validation_0-mae:4791.49463 validation_1-mae:6054.10986 [485] validation_0-mae:4790.64014 validation_1-mae:6053.83838 [486] validation_0-mae:4788.52295 validation_1-mae:6053.75537 [487] validation_0-mae:4786.26123 validation_1-mae:6052.91113 [488] validation_0-mae:4784.74951 validation_1-mae:6052.52588 [489] validation_0-mae:4782.28272 validation_1-mae:6052.85449 [490] validation_0-mae:4781.07812 validation_1-mae:6052.87500 [491] validation_0-mae:4779.10645 validation_1-mae:6052.11475 [492] validation_0-mae:4777.07617 validation_1-mae:6051.79053 [493] validation_0-mae:4775.78223 validation_1-mae:6051.58496 [494] validation_0-mae:4774.21191 validation_1-mae:6051.64600 [495] validation_0-mae:4771.46973 validation_1-mae:6051.64404 [496] validation_0-mae:4769.28662 validation_1-mae:6050.31152 [497] validation_0-mae:4766.02637 validation_1-mae:6048.95361 [498] validation_0-mae:4763.48340 validation_1-mae:6048.60498 [499] validation_0-mae:4761.77295 validation_1-mae:6048.65918 [500] validation_0-mae:4758.95703 validation_1-mae:6048.46045 [501] validation_0-mae:4756.98926 validation_1-mae:6048.16113 [502] validation_0-mae:4755.82129 validation_1-mae:6048.55225 [503] validation_0-mae:4753.33740 validation_1-mae:6047.53027 [504] validation_0-mae:4749.76758 validation_1-mae:6046.81934 [505] validation_0-mae:4748.33398 validation_1-mae:6047.10059 [506] validation_0-mae:4745.53223 validation_1-mae:6046.59570 [507] validation_0-mae:4742.77197 validation_1-mae:6046.33496 [508] validation_0-mae:4740.30957 validation_1-mae:6045.96973 [509] validation_0-mae:4737.57666 validation_1-mae:6046.71924 [510] validation_0-mae:4736.57080 validation_1-mae:6046.63672 [511] validation_0-mae:4733.75928 validation_1-mae:6045.60693 [512] validation_0-mae:4731.44092 validation_1-mae:6045.34619 [513] validation_0-mae:4729.39502 validation_1-mae:6045.40137 [514] validation_0-mae:4728.52881 validation_1-mae:6045.59326 [515] validation_0-mae:4726.33545 validation_1-mae:6045.05566 [516] validation_0-mae:4723.51074 validation_1-mae:6044.99512 [517] validation_0-mae:4721.30420 validation_1-mae:6045.42285 [518] validation_0-mae:4719.16504 validation_1-mae:6045.58838 [519] validation_0-mae:4717.14160 validation_1-mae:6045.11768 [520] validation_0-mae:4714.82520 validation_1-mae:6044.98047 [521] validation_0-mae:4711.77295 validation_1-mae:6043.47412 [522] validation_0-mae:4710.53076 validation_1-mae:6043.74853 [523] validation_0-mae:4708.92627 validation_1-mae:6043.55029 [524] validation_0-mae:4706.84033 validation_1-mae:6043.19287 [525] validation_0-mae:4704.17969 validation_1-mae:6043.18652 [526] validation_0-mae:4702.04102 validation_1-mae:6042.51855 [527] validation_0-mae:4699.56543 validation_1-mae:6041.59180 [528] validation_0-mae:4698.12939 validation_1-mae:6041.37598 [529] validation_0-mae:4695.63965 validation_1-mae:6040.49414 [530] validation_0-mae:4693.19580 validation_1-mae:6040.72607 [531] validation_0-mae:4690.27637 validation_1-mae:6040.60205 [532] validation_0-mae:4687.48682 validation_1-mae:6040.52490 [533] validation_0-mae:4685.29688 validation_1-mae:6039.90478 [534] validation_0-mae:4683.85059 validation_1-mae:6039.25684 [535] validation_0-mae:4681.52881 validation_1-mae:6038.54639 [536] validation_0-mae:4679.58594 validation_1-mae:6037.90381 [537] validation_0-mae:4678.28711 validation_1-mae:6037.68311 [538] validation_0-mae:4676.93115 validation_1-mae:6037.70215 [539] validation_0-mae:4676.20166 validation_1-mae:6037.95361 [540] validation_0-mae:4674.18603 validation_1-mae:6037.74121 [541] validation_0-mae:4672.58545 validation_1-mae:6037.48438 [542] validation_0-mae:4671.06689 validation_1-mae:6037.24365 [543] validation_0-mae:4669.87695 validation_1-mae:6037.74121 [544] validation_0-mae:4667.77100 validation_1-mae:6037.51074 [545] validation_0-mae:4666.46338 validation_1-mae:6037.39893 [546] validation_0-mae:4665.27783 validation_1-mae:6037.25635 [547] validation_0-mae:4664.06201 validation_1-mae:6036.93897 [548] validation_0-mae:4662.66699 validation_1-mae:6037.26172 [549] validation_0-mae:4660.58008 validation_1-mae:6037.80518 [550] validation_0-mae:4658.24463 validation_1-mae:6036.85986 [551] validation_0-mae:4657.34180 validation_1-mae:6036.90430 [552] validation_0-mae:4655.47119 validation_1-mae:6036.92041 [553] validation_0-mae:4653.61182 validation_1-mae:6037.05029 [554] validation_0-mae:4653.27783 validation_1-mae:6037.09473 [555] validation_0-mae:4651.22852 validation_1-mae:6037.26611 [556] validation_0-mae:4650.17822 validation_1-mae:6036.84570 [557] validation_0-mae:4648.15381 validation_1-mae:6036.42969 [558] validation_0-mae:4646.23242 validation_1-mae:6035.66113 [559] validation_0-mae:4644.04834 validation_1-mae:6035.67334 [560] validation_0-mae:4641.23779 validation_1-mae:6036.27832 [561] validation_0-mae:4639.51758 validation_1-mae:6036.14941 [562] validation_0-mae:4636.52344 validation_1-mae:6034.85303 [563] validation_0-mae:4634.93652 validation_1-mae:6034.92529 [564] validation_0-mae:4633.44043 validation_1-mae:6035.14355 [565] validation_0-mae:4632.51074 validation_1-mae:6034.61816 [566] validation_0-mae:4629.36963 validation_1-mae:6033.22900 [567] validation_0-mae:4627.87012 validation_1-mae:6033.81397 [568] validation_0-mae:4625.16553 validation_1-mae:6033.48242 [569] validation_0-mae:4623.65772 validation_1-mae:6033.48486 [570] validation_0-mae:4620.99316 validation_1-mae:6032.83203 [571] validation_0-mae:4616.89160 validation_1-mae:6030.76025 [572] validation_0-mae:4614.48584 validation_1-mae:6031.15723 [573] validation_0-mae:4612.78809 validation_1-mae:6031.49316 [574] validation_0-mae:4610.06348 validation_1-mae:6031.48975 [575] validation_0-mae:4607.37012 validation_1-mae:6030.90527 [576] validation_0-mae:4604.98926 validation_1-mae:6030.81201 [577] validation_0-mae:4601.27588 validation_1-mae:6030.74902 [578] validation_0-mae:4597.72168 validation_1-mae:6029.90186 [579] validation_0-mae:4595.39844 validation_1-mae:6029.80811 [580] validation_0-mae:4593.56006 validation_1-mae:6029.79590 [581] validation_0-mae:4592.97119 validation_1-mae:6029.59961 [582] validation_0-mae:4590.74805 validation_1-mae:6028.87451 [583] validation_0-mae:4588.05322 validation_1-mae:6028.36621 [584] validation_0-mae:4584.84863 validation_1-mae:6027.55811 [585] validation_0-mae:4583.53272 validation_1-mae:6027.82520 [586] validation_0-mae:4581.20312 validation_1-mae:6026.95361 [587] validation_0-mae:4580.00732 validation_1-mae:6026.91602 [588] validation_0-mae:4577.57324 validation_1-mae:6026.50684 [589] validation_0-mae:4575.99853 validation_1-mae:6026.17139 [590] validation_0-mae:4574.31201 validation_1-mae:6025.69971 [591] validation_0-mae:4571.67871 validation_1-mae:6025.66260 [592] validation_0-mae:4568.66553 validation_1-mae:6025.04785 [593] validation_0-mae:4566.33789 validation_1-mae:6023.28076 [594] validation_0-mae:4564.70898 validation_1-mae:6023.22803 [595] validation_0-mae:4563.23535 validation_1-mae:6023.34570 [596] validation_0-mae:4562.10303 validation_1-mae:6023.58008 [597] validation_0-mae:4561.38721 validation_1-mae:6023.59522 [598] validation_0-mae:4559.23242 validation_1-mae:6024.68701 [599] validation_0-mae:4557.82568 validation_1-mae:6024.48877 [600] validation_0-mae:4555.75391 validation_1-mae:6023.24023 [601] validation_0-mae:4554.45850 validation_1-mae:6023.58301 [602] validation_0-mae:4552.23145 validation_1-mae:6023.54785 [603] validation_0-mae:4549.99316 validation_1-mae:6022.41504 [604] validation_0-mae:4545.91797 validation_1-mae:6020.07910 [605] validation_0-mae:4545.18555 validation_1-mae:6019.90723 [606] validation_0-mae:4542.74707 validation_1-mae:6020.51514 [607] validation_0-mae:4541.54150 validation_1-mae:6019.86865 [608] validation_0-mae:4540.72314 validation_1-mae:6019.58350 [609] validation_0-mae:4537.58789 validation_1-mae:6018.02002 [610] validation_0-mae:4536.56836 validation_1-mae:6017.94189 [611] validation_0-mae:4535.52832 validation_1-mae:6018.11865 [612] validation_0-mae:4532.95605 validation_1-mae:6017.65674 [613] validation_0-mae:4531.21631 validation_1-mae:6017.08008 [614] validation_0-mae:4529.59668 validation_1-mae:6017.44434 [615] validation_0-mae:4528.39160 validation_1-mae:6017.18164 [616] validation_0-mae:4526.21191 validation_1-mae:6016.48535 [617] validation_0-mae:4524.76855 validation_1-mae:6016.59228 [618] validation_0-mae:4520.61816 validation_1-mae:6016.85303 [619] validation_0-mae:4519.81982 validation_1-mae:6016.93603 [620] validation_0-mae:4517.52148 validation_1-mae:6017.41748 [621] validation_0-mae:4513.75830 validation_1-mae:6017.57520 [622] validation_0-mae:4508.82568 validation_1-mae:6016.01807 [623] validation_0-mae:4506.87500 validation_1-mae:6016.37598 [624] validation_0-mae:4503.83057 validation_1-mae:6016.99121 [625] validation_0-mae:4501.24951 validation_1-mae:6016.39062 [626] validation_0-mae:4499.34717 validation_1-mae:6016.73877 [627] validation_0-mae:4497.93555 validation_1-mae:6016.41553 [628] validation_0-mae:4496.34766 validation_1-mae:6015.84326 [629] validation_0-mae:4495.27686 validation_1-mae:6015.72900 [630] validation_0-mae:4493.30273 validation_1-mae:6015.46240 [631] validation_0-mae:4492.12109 validation_1-mae:6015.74365 [632] validation_0-mae:4490.90527 validation_1-mae:6015.67725 [633] validation_0-mae:4489.10400 validation_1-mae:6016.08398 [634] validation_0-mae:4487.03272 validation_1-mae:6016.35693 [635] validation_0-mae:4485.89697 validation_1-mae:6016.38428 [636] validation_0-mae:4482.10010 validation_1-mae:6016.32568 [637] validation_0-mae:4480.46973 validation_1-mae:6016.71728 [638] validation_0-mae:4477.69141 validation_1-mae:6017.26270 [639] validation_0-mae:4474.25586 validation_1-mae:6016.90869 [640] validation_0-mae:4472.24219 validation_1-mae:6016.12451 [641] validation_0-mae:4471.18945 validation_1-mae:6016.48486 [642] validation_0-mae:4470.39990 validation_1-mae:6016.88281 [643] validation_0-mae:4468.77930 validation_1-mae:6017.05518 [644] validation_0-mae:4467.85693 validation_1-mae:6017.06103 [645] validation_0-mae:4466.68603 validation_1-mae:6017.35107 [646] validation_0-mae:4465.50488 validation_1-mae:6016.69482 [647] validation_0-mae:4464.34424 validation_1-mae:6016.86914 [648] validation_0-mae:4462.69092 validation_1-mae:6017.12207 [649] validation_0-mae:4461.06055 validation_1-mae:6016.64453 [650] validation_0-mae:4456.85156 validation_1-mae:6016.27783 [651] validation_0-mae:4455.29932 validation_1-mae:6016.11768 [652] validation_0-mae:4454.15869 validation_1-mae:6016.18262 [653] validation_0-mae:4452.83789 validation_1-mae:6015.75635 [654] validation_0-mae:4452.03857 validation_1-mae:6016.34814 [655] validation_0-mae:4449.32031 validation_1-mae:6016.00488 [656] validation_0-mae:4447.85400 validation_1-mae:6016.20752 [657] validation_0-mae:4446.37061 validation_1-mae:6016.25928 [658] validation_0-mae:4445.34326 validation_1-mae:6016.36914 [659] validation_0-mae:4442.30762 validation_1-mae:6016.95752 [660] validation_0-mae:4440.75781 validation_1-mae:6016.23438 [661] validation_0-mae:4438.95264 validation_1-mae:6015.83252 [662] validation_0-mae:4437.95215 validation_1-mae:6016.02930 [663] validation_0-mae:4436.05664 validation_1-mae:6016.28223 [664] validation_0-mae:4434.31152 validation_1-mae:6016.09180 [665] validation_0-mae:4432.52100 validation_1-mae:6016.25635 [666] validation_0-mae:4431.37842 validation_1-mae:6017.01074 [667] validation_0-mae:4429.99853 validation_1-mae:6016.89648 [668] validation_0-mae:4428.23242 validation_1-mae:6016.74023 [669] validation_0-mae:4426.32959 validation_1-mae:6016.88477 [670] validation_0-mae:4425.75244 validation_1-mae:6017.17139 [671] validation_0-mae:4422.55566 validation_1-mae:6016.14062 [672] validation_0-mae:4421.47461 validation_1-mae:6016.03564 [673] validation_0-mae:4420.49316 validation_1-mae:6016.01709 [674] validation_0-mae:4419.46875 validation_1-mae:6015.72998 [675] validation_0-mae:4418.23633 validation_1-mae:6015.41748 [676] validation_0-mae:4416.53125 validation_1-mae:6015.16992 [677] validation_0-mae:4414.53564 validation_1-mae:6015.20361 [678] validation_0-mae:4413.89600 validation_1-mae:6015.42480 [679] validation_0-mae:4412.47803 validation_1-mae:6015.85449 [680] validation_0-mae:4410.04883 validation_1-mae:6015.00244 [681] validation_0-mae:4408.74707 validation_1-mae:6014.61328 [682] validation_0-mae:4407.47559 validation_1-mae:6014.36035 [683] validation_0-mae:4406.38574 validation_1-mae:6014.50879 [684] validation_0-mae:4404.02051 validation_1-mae:6014.30615 [685] validation_0-mae:4403.18457 validation_1-mae:6014.53174 [686] validation_0-mae:4401.70508 validation_1-mae:6014.30713 [687] validation_0-mae:4398.38623 validation_1-mae:6015.33984 [688] validation_0-mae:4397.22656 validation_1-mae:6015.25488 [689] validation_0-mae:4394.37744 validation_1-mae:6013.52246 [690] validation_0-mae:4392.62451 validation_1-mae:6013.71875 [691] validation_0-mae:4391.01953 validation_1-mae:6013.53906 [692] validation_0-mae:4386.64258 validation_1-mae:6012.91602 [693] validation_0-mae:4384.65332 validation_1-mae:6012.21924 [694] validation_0-mae:4381.57520 validation_1-mae:6011.60742 [695] validation_0-mae:4379.16064 validation_1-mae:6011.54785 [696] validation_0-mae:4377.38818 validation_1-mae:6011.54248 [697] validation_0-mae:4375.96289 validation_1-mae:6011.55957 [698] validation_0-mae:4374.95361 validation_1-mae:6011.44043 [699] validation_0-mae:4373.57031 validation_1-mae:6011.39062 [700] validation_0-mae:4371.84033 validation_1-mae:6011.78320 [701] validation_0-mae:4370.22168 validation_1-mae:6011.61621 [702] validation_0-mae:4367.84082 validation_1-mae:6012.05908 [703] validation_0-mae:4365.83350 validation_1-mae:6012.52100 [704] validation_0-mae:4364.22022 validation_1-mae:6012.37549 [705] validation_0-mae:4362.45898 validation_1-mae:6012.74658 [706] validation_0-mae:4360.43164 validation_1-mae:6012.44775 [707] validation_0-mae:4357.98633 validation_1-mae:6011.37598 [708] validation_0-mae:4356.44873 validation_1-mae:6011.47607 [709] validation_0-mae:4354.41162 validation_1-mae:6011.76855 [710] validation_0-mae:4352.35400 validation_1-mae:6012.27930 [711] validation_0-mae:4351.27490 validation_1-mae:6012.46143 [712] validation_0-mae:4348.73340 validation_1-mae:6011.83301 [713] validation_0-mae:4347.36719 validation_1-mae:6011.10742 [714] validation_0-mae:4346.13086 validation_1-mae:6011.16357 [715] validation_0-mae:4345.23047 validation_1-mae:6011.47119 [716] validation_0-mae:4343.90088 validation_1-mae:6011.64844 [717] validation_0-mae:4341.15186 validation_1-mae:6011.19434 [718] validation_0-mae:4339.26221 validation_1-mae:6011.62988 [719] validation_0-mae:4337.28516 validation_1-mae:6011.18018 [720] validation_0-mae:4335.54541 validation_1-mae:6010.87353 [721] validation_0-mae:4333.30566 validation_1-mae:6010.68457 [722] validation_0-mae:4330.89502 validation_1-mae:6009.74951 [723] validation_0-mae:4328.60107 validation_1-mae:6009.71973 [724] validation_0-mae:4327.07959 validation_1-mae:6009.81787 [725] validation_0-mae:4325.59375 validation_1-mae:6009.54150 [726] validation_0-mae:4323.27441 validation_1-mae:6009.77734 [727] validation_0-mae:4322.06592 validation_1-mae:6009.83691 [728] validation_0-mae:4320.47754 validation_1-mae:6009.44678 [729] validation_0-mae:4318.28174 validation_1-mae:6009.46387 [730] validation_0-mae:4317.20703 validation_1-mae:6009.45020 [731] validation_0-mae:4315.94092 validation_1-mae:6009.18799 [732] validation_0-mae:4311.79053 validation_1-mae:6009.68897 [733] validation_0-mae:4309.44336 validation_1-mae:6009.83008 [734] validation_0-mae:4308.63232 validation_1-mae:6009.92334 [735] validation_0-mae:4306.01318 validation_1-mae:6009.26660 [736] validation_0-mae:4304.71777 validation_1-mae:6009.19775 [737] validation_0-mae:4303.77588 validation_1-mae:6008.98340 [738] validation_0-mae:4302.00537 validation_1-mae:6009.16406 [739] validation_0-mae:4301.60498 validation_1-mae:6009.37305 [740] validation_0-mae:4300.33008 validation_1-mae:6009.18945 [741] validation_0-mae:4299.39551 validation_1-mae:6009.53418 [742] validation_0-mae:4298.04443 validation_1-mae:6009.94727 [743] validation_0-mae:4296.78809 validation_1-mae:6009.93213 [744] validation_0-mae:4294.86914 validation_1-mae:6009.44287 [745] validation_0-mae:4294.26172 validation_1-mae:6009.28516 [746] validation_0-mae:4293.34228 validation_1-mae:6009.05615 [747] validation_0-mae:4292.03174 validation_1-mae:6009.58350 [748] validation_0-mae:4291.09912 validation_1-mae:6009.35303 [749] validation_0-mae:4290.01660 validation_1-mae:6010.16357 [750] validation_0-mae:4287.28174 validation_1-mae:6010.13086 [751] validation_0-mae:4285.30029 validation_1-mae:6010.56738 [752] validation_0-mae:4284.05518 validation_1-mae:6010.28662 [753] validation_0-mae:4282.50684 validation_1-mae:6010.22852 [754] validation_0-mae:4281.00488 validation_1-mae:6010.45850 [755] validation_0-mae:4278.19482 validation_1-mae:6010.56689 [756] validation_0-mae:4276.13574 validation_1-mae:6010.08398 [757] validation_0-mae:4274.69922 validation_1-mae:6010.01807 [758] validation_0-mae:4272.28320 validation_1-mae:6010.42871 [759] validation_0-mae:4270.09228 validation_1-mae:6011.41895 [760] validation_0-mae:4267.76367 validation_1-mae:6011.54102 [761] validation_0-mae:4266.01123 validation_1-mae:6011.56299 [762] validation_0-mae:4264.35742 validation_1-mae:6011.06738 [763] validation_0-mae:4263.49561 validation_1-mae:6011.06836 [764] validation_0-mae:4262.58545 validation_1-mae:6011.13574 [765] validation_0-mae:4262.21436 validation_1-mae:6011.18555 [766] validation_0-mae:4259.90576 validation_1-mae:6010.58594 [767] validation_0-mae:4257.51855 validation_1-mae:6010.98291 [768] validation_0-mae:4255.64307 validation_1-mae:6010.72314 [769] validation_0-mae:4254.28125 validation_1-mae:6010.75098 [770] validation_0-mae:4254.04199 validation_1-mae:6010.76465 [771] validation_0-mae:4251.68066 validation_1-mae:6011.23145 [772] validation_0-mae:4249.84912 validation_1-mae:6011.64014 [773] validation_0-mae:4247.35791 validation_1-mae:6011.88281 [774] validation_0-mae:4245.59863 validation_1-mae:6011.95410 [775] validation_0-mae:4243.71728 validation_1-mae:6011.28613 [776] validation_0-mae:4242.31982 validation_1-mae:6011.81201 [777] validation_0-mae:4240.27100 validation_1-mae:6012.48975 [778] validation_0-mae:4238.98340 validation_1-mae:6012.80322 [779] validation_0-mae:4237.86426 validation_1-mae:6012.61475 [780] validation_0-mae:4236.48242 validation_1-mae:6012.43994 [781] validation_0-mae:4234.33838 validation_1-mae:6011.64551 [782] validation_0-mae:4232.75293 validation_1-mae:6011.12500 [783] validation_0-mae:4231.84766 validation_1-mae:6010.96094 [784] validation_0-mae:4230.60107 validation_1-mae:6011.53467 [785] validation_0-mae:4229.25439 validation_1-mae:6011.53564 [786] validation_0-mae:4227.30371 validation_1-mae:6010.49756 [787] validation_0-mae:4224.86230 validation_1-mae:6011.59961 [788] validation_0-mae:4221.92383 validation_1-mae:6011.12842 [789] validation_0-mae:4220.38965 validation_1-mae:6011.45654 [790] validation_0-mae:4218.86816 validation_1-mae:6011.41797 [791] validation_0-mae:4217.08643 validation_1-mae:6011.47754 [792] validation_0-mae:4216.01953 validation_1-mae:6011.75684 [793] validation_0-mae:4214.85596 validation_1-mae:6012.12891 [794] validation_0-mae:4213.13184 validation_1-mae:6011.12061 [795] validation_0-mae:4211.33203 validation_1-mae:6012.28955 [796] validation_0-mae:4208.48438 validation_1-mae:6011.96777 [797] validation_0-mae:4207.22900 validation_1-mae:6011.71143 [798] validation_0-mae:4206.22949 validation_1-mae:6011.81299 [799] validation_0-mae:4204.99316 validation_1-mae:6011.48242 [800] validation_0-mae:4203.46924 validation_1-mae:6011.64111 [801] validation_0-mae:4202.28272 validation_1-mae:6011.55811 [802] validation_0-mae:4200.21631 validation_1-mae:6012.53125 [803] validation_0-mae:4198.83643 validation_1-mae:6011.37158 [804] validation_0-mae:4198.13770 validation_1-mae:6011.09082 [805] validation_0-mae:4197.24170 validation_1-mae:6011.11523 [806] validation_0-mae:4196.35498 validation_1-mae:6011.03857 [807] validation_0-mae:4195.80029 validation_1-mae:6011.22217 [808] validation_0-mae:4195.20557 validation_1-mae:6011.08545 [809] validation_0-mae:4193.66064 validation_1-mae:6010.72949 [810] validation_0-mae:4191.71973 validation_1-mae:6009.72314 [811] validation_0-mae:4190.98828 validation_1-mae:6009.76953 [812] validation_0-mae:4189.90674 validation_1-mae:6009.41260 [813] validation_0-mae:4188.55518 validation_1-mae:6009.49414 [814] validation_0-mae:4186.89893 validation_1-mae:6010.25684 [815] validation_0-mae:4185.83545 validation_1-mae:6010.25684 [816] validation_0-mae:4184.18897 validation_1-mae:6009.99219 [817] validation_0-mae:4182.69336 validation_1-mae:6010.67627 [818] validation_0-mae:4181.82031 validation_1-mae:6010.18603 [819] validation_0-mae:4180.61084 validation_1-mae:6010.40723 [820] validation_0-mae:4178.42676 validation_1-mae:6010.47022 [821] validation_0-mae:4176.45264 validation_1-mae:6010.15478 [822] validation_0-mae:4173.97168 validation_1-mae:6010.62598 [823] validation_0-mae:4172.99853 validation_1-mae:6010.59473 [824] validation_0-mae:4172.71924 validation_1-mae:6010.82373 [825] validation_0-mae:4169.91650 validation_1-mae:6009.86670 [826] validation_0-mae:4168.58301 validation_1-mae:6009.13184 [827] validation_0-mae:4168.10840 validation_1-mae:6009.41406 [828] validation_0-mae:4167.31592 validation_1-mae:6009.44678 [829] validation_0-mae:4166.23291 validation_1-mae:6009.56934 [830] validation_0-mae:4165.16797 validation_1-mae:6009.22656 [831] validation_0-mae:4163.75732 validation_1-mae:6009.04150 [832] validation_0-mae:4162.86572 validation_1-mae:6008.89014 [833] validation_0-mae:4161.27051 validation_1-mae:6008.99707 [834] validation_0-mae:4159.74365 validation_1-mae:6009.22168 [835] validation_0-mae:4157.78711 validation_1-mae:6009.37012 [836] validation_0-mae:4156.71924 validation_1-mae:6009.41162 [837] validation_0-mae:4155.13818 validation_1-mae:6009.80566 [838] validation_0-mae:4153.93066 validation_1-mae:6009.25439 [839] validation_0-mae:4152.02441 validation_1-mae:6008.94189 [840] validation_0-mae:4149.45850 validation_1-mae:6008.94385 [841] validation_0-mae:4147.81348 validation_1-mae:6009.17822 [842] validation_0-mae:4146.17676 validation_1-mae:6009.14111 [843] validation_0-mae:4143.73193 validation_1-mae:6008.87109 [844] validation_0-mae:4141.07666 validation_1-mae:6008.32910 [845] validation_0-mae:4138.67676 validation_1-mae:6008.29395 [846] validation_0-mae:4136.86328 validation_1-mae:6008.35498 [847] validation_0-mae:4134.97607 validation_1-mae:6007.93457 [848] validation_0-mae:4133.30811 validation_1-mae:6008.49707 [849] validation_0-mae:4131.81689 validation_1-mae:6008.16211 [850] validation_0-mae:4129.50830 validation_1-mae:6008.47607 [851] validation_0-mae:4127.47412 validation_1-mae:6008.60596 [852] validation_0-mae:4126.36279 validation_1-mae:6008.52246 [853] validation_0-mae:4124.66748 validation_1-mae:6008.34522 [854] validation_0-mae:4122.59717 validation_1-mae:6008.64307 [855] validation_0-mae:4120.40918 validation_1-mae:6008.81934 [856] validation_0-mae:4118.07910 validation_1-mae:6009.30957 [857] validation_0-mae:4116.56738 validation_1-mae:6009.38477 [858] validation_0-mae:4115.23438 validation_1-mae:6008.90283 [859] validation_0-mae:4114.05957 validation_1-mae:6009.90527 [860] validation_0-mae:4111.89307 validation_1-mae:6008.87549 [861] validation_0-mae:4109.98047 validation_1-mae:6009.34473 [862] validation_0-mae:4108.62695 validation_1-mae:6009.09131 [863] validation_0-mae:4107.83496 validation_1-mae:6008.78320 [864] validation_0-mae:4106.87061 validation_1-mae:6008.86279 [865] validation_0-mae:4104.68750 validation_1-mae:6008.94922 [866] validation_0-mae:4104.16455 validation_1-mae:6009.06299 [867] validation_0-mae:4102.38184 validation_1-mae:6008.92480 [868] validation_0-mae:4100.09375 validation_1-mae:6008.45654 [869] validation_0-mae:4098.77197 validation_1-mae:6008.86719 [870] validation_0-mae:4097.52539 validation_1-mae:6009.21338 [871] validation_0-mae:4095.65259 validation_1-mae:6009.81006 [872] validation_0-mae:4094.30054 validation_1-mae:6009.83887 [873] validation_0-mae:4093.05103 validation_1-mae:6009.68457 [874] validation_0-mae:4091.52368 validation_1-mae:6009.77344 [875] validation_0-mae:4089.28076 validation_1-mae:6009.59082 [876] validation_0-mae:4088.23242 validation_1-mae:6008.96680 [877] validation_0-mae:4087.01587 validation_1-mae:6008.96387 [878] validation_0-mae:4084.07910 validation_1-mae:6009.40869 [879] validation_0-mae:4083.12012 validation_1-mae:6009.47022 [880] validation_0-mae:4081.52002 validation_1-mae:6009.13086 [881] validation_0-mae:4079.36499 validation_1-mae:6008.98096 [882] validation_0-mae:4077.22095 validation_1-mae:6008.53174 [883] validation_0-mae:4074.79883 validation_1-mae:6008.13184 [884] validation_0-mae:4074.05981 validation_1-mae:6008.47607 [885] validation_0-mae:4073.23242 validation_1-mae:6008.60400 [886] validation_0-mae:4071.45581 validation_1-mae:6008.42432 [887] validation_0-mae:4069.35400 validation_1-mae:6008.07812 [888] validation_0-mae:4067.98096 validation_1-mae:6007.66699 [889] validation_0-mae:4066.34790 validation_1-mae:6008.02930 [890] validation_0-mae:4064.88477 validation_1-mae:6007.85498 [891] validation_0-mae:4063.28394 validation_1-mae:6007.70459 [892] validation_0-mae:4061.47900 validation_1-mae:6007.61865 [893] validation_0-mae:4060.57593 validation_1-mae:6007.79932 [894] validation_0-mae:4059.17725 validation_1-mae:6007.25147 [895] validation_0-mae:4057.47119 validation_1-mae:6006.99023 [896] validation_0-mae:4055.63623 validation_1-mae:6006.43701 [897] validation_0-mae:4052.48682 validation_1-mae:6006.80273 [898] validation_0-mae:4050.71167 validation_1-mae:6006.79883 [899] validation_0-mae:4048.92822 validation_1-mae:6006.66602 [900] validation_0-mae:4048.18872 validation_1-mae:6006.42188 [901] validation_0-mae:4047.09326 validation_1-mae:6006.46631 [902] validation_0-mae:4044.55835 validation_1-mae:6006.40430 [903] validation_0-mae:4042.71631 validation_1-mae:6006.26514 [904] validation_0-mae:4041.19336 validation_1-mae:6005.72119 [905] validation_0-mae:4040.32300 validation_1-mae:6005.78516 [906] validation_0-mae:4039.90308 validation_1-mae:6005.96289 [907] validation_0-mae:4038.36987 validation_1-mae:6005.85693 [908] validation_0-mae:4037.10498 validation_1-mae:6005.95898 [909] validation_0-mae:4035.69653 validation_1-mae:6005.98926 [910] validation_0-mae:4033.96069 validation_1-mae:6005.96191 [911] validation_0-mae:4031.60449 validation_1-mae:6005.56787 [912] validation_0-mae:4029.45142 validation_1-mae:6005.84473 [913] validation_0-mae:4026.49145 validation_1-mae:6005.78857 [914] validation_0-mae:4024.51514 validation_1-mae:6006.09180 [915] validation_0-mae:4022.67261 validation_1-mae:6006.37598 [916] validation_0-mae:4021.86865 validation_1-mae:6006.16504 [917] validation_0-mae:4020.83228 validation_1-mae:6006.24219 [918] validation_0-mae:4019.71582 validation_1-mae:6005.85693 [919] validation_0-mae:4019.13330 validation_1-mae:6005.87158 [920] validation_0-mae:4018.71338 validation_1-mae:6006.05127 [921] validation_0-mae:4017.87305 validation_1-mae:6006.37988 [922] validation_0-mae:4015.47656 validation_1-mae:6006.27637 [923] validation_0-mae:4014.64014 validation_1-mae:6006.86377 [924] validation_0-mae:4012.29150 validation_1-mae:6006.69385 [925] validation_0-mae:4010.07471 validation_1-mae:6005.97070 [926] validation_0-mae:4007.85938 validation_1-mae:6006.26807 [927] validation_0-mae:4006.61841 validation_1-mae:6006.48291 [928] validation_0-mae:4004.93848 validation_1-mae:6006.51562 [929] validation_0-mae:4004.37769 validation_1-mae:6006.84473 [930] validation_0-mae:4003.48877 validation_1-mae:6006.72510 [931] validation_0-mae:4002.70801 validation_1-mae:6006.65088 [932] validation_0-mae:4001.72339 validation_1-mae:6006.53467 [933] validation_0-mae:4000.58569 validation_1-mae:6006.88232 [934] validation_0-mae:3999.76318 validation_1-mae:6007.18799 [935] validation_0-mae:3997.82324 validation_1-mae:6005.97119 [936] validation_0-mae:3996.37476 validation_1-mae:6005.39941 [937] validation_0-mae:3994.60034 validation_1-mae:6004.43213 [938] validation_0-mae:3992.39990 validation_1-mae:6004.20605 [939] validation_0-mae:3991.71460 validation_1-mae:6004.30322 [940] validation_0-mae:3990.04565 validation_1-mae:6004.62598 [941] validation_0-mae:3988.95728 validation_1-mae:6004.45703 [942] validation_0-mae:3985.94482 validation_1-mae:6003.04053 [943] validation_0-mae:3984.58423 validation_1-mae:6003.38721 [944] validation_0-mae:3982.97632 validation_1-mae:6003.34717 [945] validation_0-mae:3981.80151 validation_1-mae:6002.79736 [946] validation_0-mae:3980.19800 validation_1-mae:6001.67383 [947] validation_0-mae:3979.04272 validation_1-mae:6001.35986 [948] validation_0-mae:3978.00073 validation_1-mae:6001.45703 [949] validation_0-mae:3976.86914 validation_1-mae:6001.26660 [950] validation_0-mae:3976.13379 validation_1-mae:6001.27197 [951] validation_0-mae:3975.29956 validation_1-mae:6001.44482 [952] validation_0-mae:3973.36084 validation_1-mae:6001.41113 [953] validation_0-mae:3972.21924 validation_1-mae:6000.85693 [954] validation_0-mae:3970.25732 validation_1-mae:6001.43506 [955] validation_0-mae:3967.83813 validation_1-mae:6001.13672 [956] validation_0-mae:3967.27100 validation_1-mae:6001.27734 [957] validation_0-mae:3964.64990 validation_1-mae:6001.99121 [958] validation_0-mae:3963.21313 validation_1-mae:6002.50732 [959] validation_0-mae:3961.61231 validation_1-mae:6003.09570 [960] validation_0-mae:3960.65894 validation_1-mae:6003.21728 [961] validation_0-mae:3959.38892 validation_1-mae:6003.31885 [962] validation_0-mae:3957.75635 validation_1-mae:6003.48779 [963] validation_0-mae:3956.41455 validation_1-mae:6003.22022 [964] validation_0-mae:3954.60913 validation_1-mae:6003.36475 [965] validation_0-mae:3953.30884 validation_1-mae:6003.61133 [966] validation_0-mae:3952.32227 validation_1-mae:6003.64160 [967] validation_0-mae:3950.40210 validation_1-mae:6004.10742 [968] validation_0-mae:3949.09033 validation_1-mae:6003.47217 [969] validation_0-mae:3946.88135 validation_1-mae:6003.87500 [970] validation_0-mae:3944.64453 validation_1-mae:6004.38574 [971] validation_0-mae:3943.19116 validation_1-mae:6005.13574 [972] validation_0-mae:3942.14502 validation_1-mae:6005.32520 [973] validation_0-mae:3941.41480 validation_1-mae:6005.11084 [974] validation_0-mae:3940.17993 validation_1-mae:6004.82129 [975] validation_0-mae:3938.00635 validation_1-mae:6004.48438 [976] validation_0-mae:3937.09155 validation_1-mae:6004.20898 [977] validation_0-mae:3935.87231 validation_1-mae:6005.16748 [978] validation_0-mae:3934.16187 validation_1-mae:6005.04883 [979] validation_0-mae:3933.29639 validation_1-mae:6004.73535 [980] validation_0-mae:3932.36206 validation_1-mae:6004.90234 [981] validation_0-mae:3931.20166 validation_1-mae:6004.60840 [982] validation_0-mae:3929.90527 validation_1-mae:6004.55762 [983] validation_0-mae:3928.60278 validation_1-mae:6004.56543 [984] validation_0-mae:3927.67920 validation_1-mae:6004.32617 [985] validation_0-mae:3926.31274 validation_1-mae:6003.90918 [986] validation_0-mae:3924.59399 validation_1-mae:6004.02832 [987] validation_0-mae:3923.08936 validation_1-mae:6003.90820 [988] validation_0-mae:3921.80469 validation_1-mae:6003.72705 [989] validation_0-mae:3920.50122 validation_1-mae:6003.56738 [990] validation_0-mae:3918.83936 validation_1-mae:6003.58643 [991] validation_0-mae:3917.46875 validation_1-mae:6003.59424 [992] validation_0-mae:3916.39722 validation_1-mae:6003.87207 [993] validation_0-mae:3914.72241 validation_1-mae:6003.47461 [994] validation_0-mae:3912.83789 validation_1-mae:6004.43994 [995] validation_0-mae:3910.83423 validation_1-mae:6003.81543 [996] validation_0-mae:3909.36572 validation_1-mae:6003.64648 [997] validation_0-mae:3908.49878 validation_1-mae:6003.70459 [998] validation_0-mae:3907.66382 validation_1-mae:6003.40723 [999] validation_0-mae:3906.62036 validation_1-mae:6003.41846 [1000] validation_0-mae:3905.18994 validation_1-mae:6003.55176 [1001] validation_0-mae:3903.95459 validation_1-mae:6003.16016 [1002] validation_0-mae:3901.80395 validation_1-mae:6003.46680 [1003] validation_0-mae:3901.05542 validation_1-mae:6003.31006 [1004] validation_0-mae:3900.20923 validation_1-mae:6003.70703 [1005] validation_0-mae:3899.30908 validation_1-mae:6004.31445 [1006] validation_0-mae:3898.86377 validation_1-mae:6004.34424 [1007] validation_0-mae:3897.84180 validation_1-mae:6004.13184 [1008] validation_0-mae:3896.05322 validation_1-mae:6004.33594 [1009] validation_0-mae:3895.31885 validation_1-mae:6004.53174 [1010] validation_0-mae:3894.75488 validation_1-mae:6004.58545 [1011] validation_0-mae:3892.60815 validation_1-mae:6004.29883 [1012] validation_0-mae:3891.28394 validation_1-mae:6004.70801 [1013] validation_0-mae:3888.78638 validation_1-mae:6005.72070 [1014] validation_0-mae:3886.95386 validation_1-mae:6006.42578 [1015] validation_0-mae:3885.39307 validation_1-mae:6006.49219 [1016] validation_0-mae:3884.29346 validation_1-mae:6006.34033 [1017] validation_0-mae:3883.09180 validation_1-mae:6006.66602 [1018] validation_0-mae:3881.38379 validation_1-mae:6006.81641 [1019] validation_0-mae:3880.17651 validation_1-mae:6007.21338 [1020] validation_0-mae:3879.41846 validation_1-mae:6007.41406 [1021] validation_0-mae:3878.42090 validation_1-mae:6007.29150 [1022] validation_0-mae:3877.27515 validation_1-mae:6007.76562 [1023] validation_0-mae:3876.55811 validation_1-mae:6007.69385 [1024] validation_0-mae:3875.97900 validation_1-mae:6008.07568 [1025] validation_0-mae:3874.62451 validation_1-mae:6008.29688 [1026] validation_0-mae:3873.04981 validation_1-mae:6008.46533 [1027] validation_0-mae:3872.17065 validation_1-mae:6008.57129 [1028] validation_0-mae:3870.57275 validation_1-mae:6008.54785 [1029] validation_0-mae:3869.57227 validation_1-mae:6008.62207 [1030] validation_0-mae:3868.39526 validation_1-mae:6008.09473 [1031] validation_0-mae:3866.47559 validation_1-mae:6008.13672 [1032] validation_0-mae:3864.45386 validation_1-mae:6008.27734 [1033] validation_0-mae:3863.71802 validation_1-mae:6008.29297 [1034] validation_0-mae:3862.88599 validation_1-mae:6008.17041 [1035] validation_0-mae:3862.15503 validation_1-mae:6008.33398 [1036] validation_0-mae:3861.05395 validation_1-mae:6008.38818 [1037] validation_0-mae:3859.62036 validation_1-mae:6008.45117 [1038] validation_0-mae:3858.22583 validation_1-mae:6009.09961 [1039] validation_0-mae:3857.55151 validation_1-mae:6009.36768 [1040] validation_0-mae:3856.25220 validation_1-mae:6009.72998 [1041] validation_0-mae:3855.15332 validation_1-mae:6009.60645 [1042] validation_0-mae:3853.92334 validation_1-mae:6009.83105 [1043] validation_0-mae:3852.64844 validation_1-mae:6010.16357 [1044] validation_0-mae:3851.71777 validation_1-mae:6010.56006 [1045] validation_0-mae:3849.97119 validation_1-mae:6010.12988 [1046] validation_0-mae:3849.02441 validation_1-mae:6009.93750 [1047] validation_0-mae:3846.46777 validation_1-mae:6009.96680 [1048] validation_0-mae:3844.93286 validation_1-mae:6009.81152 [1049] validation_0-mae:3843.64453 validation_1-mae:6009.61230 [1050] validation_0-mae:3842.38281 validation_1-mae:6009.63916 [1051] validation_0-mae:3840.58545 validation_1-mae:6009.71680 [1052] validation_0-mae:3839.40967 validation_1-mae:6009.52344 [1053] validation_0-mae:3837.97534 validation_1-mae:6009.32617 [1054] validation_0-mae:3837.04614 validation_1-mae:6009.37207 [1055] validation_0-mae:3835.86523 validation_1-mae:6009.31787 [1056] validation_0-mae:3834.15894 validation_1-mae:6009.19629 [1057] validation_0-mae:3833.03394 validation_1-mae:6008.85400 [1058] validation_0-mae:3831.08936 validation_1-mae:6008.57080 [1059] validation_0-mae:3830.16382 validation_1-mae:6008.66260 [1060] validation_0-mae:3829.09082 validation_1-mae:6008.99512 [1061] validation_0-mae:3827.79834 validation_1-mae:6009.05615 [1062] validation_0-mae:3826.49854 validation_1-mae:6009.30908 [1063] validation_0-mae:3825.80347 validation_1-mae:6009.48486 [1064] validation_0-mae:3824.80835 validation_1-mae:6008.84766 [1065] validation_0-mae:3823.22314 validation_1-mae:6008.90283 [1066] validation_0-mae:3822.41382 validation_1-mae:6009.50049 [1067] validation_0-mae:3821.18628 validation_1-mae:6009.57129 [1068] validation_0-mae:3820.37842 validation_1-mae:6009.60059 [1069] validation_0-mae:3819.37036 validation_1-mae:6009.84619 [1070] validation_0-mae:3818.69727 validation_1-mae:6009.93164 [1071] validation_0-mae:3818.04394 validation_1-mae:6009.70850 [1072] validation_0-mae:3817.20508 validation_1-mae:6009.54395 [1073] validation_0-mae:3815.07861 validation_1-mae:6009.65186 [1074] validation_0-mae:3814.38379 validation_1-mae:6009.64307 [1075] validation_0-mae:3813.78174 validation_1-mae:6009.61230 [1076] validation_0-mae:3811.54688 validation_1-mae:6009.23877 [1077] validation_0-mae:3810.63306 validation_1-mae:6009.09619 [1078] validation_0-mae:3809.49341 validation_1-mae:6009.29639 [1079] validation_0-mae:3808.39819 validation_1-mae:6009.13184 [1080] validation_0-mae:3807.28711 validation_1-mae:6009.13086 [1081] validation_0-mae:3805.58350 validation_1-mae:6009.32178 [1082] validation_0-mae:3804.35840 validation_1-mae:6009.68945 [1083] validation_0-mae:3803.09521 validation_1-mae:6009.73975 [1084] validation_0-mae:3802.02222 validation_1-mae:6009.61182 [1085] validation_0-mae:3800.30859 validation_1-mae:6009.75488 [1086] validation_0-mae:3799.30493 validation_1-mae:6010.00098 [1087] validation_0-mae:3797.58203 validation_1-mae:6010.05176 [1088] validation_0-mae:3795.71020 validation_1-mae:6009.78906 [1089] validation_0-mae:3794.95850 validation_1-mae:6009.69092 [1090] validation_0-mae:3793.66187 validation_1-mae:6009.45361 [1091] validation_0-mae:3792.04102 validation_1-mae:6009.37256 [1092] validation_0-mae:3790.25439 validation_1-mae:6009.05713 [1093] validation_0-mae:3789.39624 validation_1-mae:6009.18359 [1094] validation_0-mae:3788.04712 validation_1-mae:6010.27978 [1095] validation_0-mae:3787.08472 validation_1-mae:6009.95898 [1096] validation_0-mae:3785.75903 validation_1-mae:6010.20801 [1097] validation_0-mae:3785.09595 validation_1-mae:6010.19971 [1098] validation_0-mae:3783.39331 validation_1-mae:6010.41943 [1099] validation_0-mae:3781.99243 validation_1-mae:6010.18897 [1100] validation_0-mae:3780.45557 validation_1-mae:6010.19434 [1101] validation_0-mae:3779.02197 validation_1-mae:6010.07031 [1102] validation_0-mae:3777.71387 validation_1-mae:6009.70312 [1103] validation_0-mae:3776.94141 validation_1-mae:6009.69336 [1104] validation_0-mae:3774.56592 validation_1-mae:6008.99512 [1105] validation_0-mae:3773.01514 validation_1-mae:6008.90332 [1106] validation_0-mae:3772.26123 validation_1-mae:6009.07129 [1107] validation_0-mae:3771.89380 validation_1-mae:6008.98438 [1108] validation_0-mae:3770.86548 validation_1-mae:6009.13281 [1109] validation_0-mae:3769.61353 validation_1-mae:6009.13477 [1110] validation_0-mae:3768.47021 validation_1-mae:6008.82568 [1111] validation_0-mae:3767.31104 validation_1-mae:6009.21533 [1112] validation_0-mae:3765.86768 validation_1-mae:6009.75928 [1113] validation_0-mae:3764.25439 validation_1-mae:6010.02930 [1114] validation_0-mae:3763.03101 validation_1-mae:6010.42236 [1115] validation_0-mae:3762.13428 validation_1-mae:6010.16406 [1116] validation_0-mae:3761.29688 validation_1-mae:6009.93994 [1117] validation_0-mae:3760.18799 validation_1-mae:6009.79785 [1118] validation_0-mae:3758.90430 validation_1-mae:6009.64746 [1119] validation_0-mae:3758.03931 validation_1-mae:6009.42676 [1120] validation_0-mae:3757.01269 validation_1-mae:6009.48828 [1121] validation_0-mae:3756.49683 validation_1-mae:6009.60693 [1122] validation_0-mae:3755.08203 validation_1-mae:6008.80029 [1123] validation_0-mae:3753.60083 validation_1-mae:6008.08301 [1124] validation_0-mae:3752.07642 validation_1-mae:6008.38672 [1125] validation_0-mae:3751.20972 validation_1-mae:6008.33008 [1126] validation_0-mae:3749.64819 validation_1-mae:6008.17871 [1127] validation_0-mae:3748.42456 validation_1-mae:6008.16064 [1128] validation_0-mae:3748.00586 validation_1-mae:6007.84082 [1129] validation_0-mae:3746.48267 validation_1-mae:6007.57812 [1130] validation_0-mae:3744.65894 validation_1-mae:6007.33057 [1131] validation_0-mae:3744.22803 validation_1-mae:6007.24463 [1132] validation_0-mae:3742.83228 validation_1-mae:6007.71436 [1133] validation_0-mae:3741.55298 validation_1-mae:6007.87598 [1134] validation_0-mae:3739.89209 validation_1-mae:6007.69043 [1135] validation_0-mae:3738.24048 validation_1-mae:6007.53906 [1136] validation_0-mae:3737.55103 validation_1-mae:6007.77197 [1137] validation_0-mae:3736.84033 validation_1-mae:6008.01074 [1138] validation_0-mae:3735.38745 validation_1-mae:6007.64355 [1139] validation_0-mae:3734.59033 validation_1-mae:6007.30127 [1140] validation_0-mae:3733.01318 validation_1-mae:6007.27344 [1141] validation_0-mae:3732.09131 validation_1-mae:6007.16699 [1142] validation_0-mae:3731.26709 validation_1-mae:6007.34814 [1143] validation_0-mae:3730.35547 validation_1-mae:6007.19238 [1144] validation_0-mae:3729.40454 validation_1-mae:6007.25684 [1145] validation_0-mae:3728.13013 validation_1-mae:6007.53760 [1146] validation_0-mae:3726.67895 validation_1-mae:6007.84668 [1147] validation_0-mae:3725.35669 validation_1-mae:6007.95068 [1148] validation_0-mae:3723.87280 validation_1-mae:6008.58154 [1149] validation_0-mae:3723.31812 validation_1-mae:6008.84375 [1150] validation_0-mae:3722.29443 validation_1-mae:6008.82910 [1151] validation_0-mae:3721.28735 validation_1-mae:6008.42383 [1152] validation_0-mae:3720.27075 validation_1-mae:6008.24707 [1153] validation_0-mae:3719.35376 validation_1-mae:6008.22754 [1154] validation_0-mae:3718.41943 validation_1-mae:6008.29004 [1155] validation_0-mae:3717.76758 validation_1-mae:6008.42822 [1156] validation_0-mae:3717.11328 validation_1-mae:6008.61475 [1157] validation_0-mae:3716.55078 validation_1-mae:6008.54346 [1158] validation_0-mae:3716.11328 validation_1-mae:6008.75342 [1159] validation_0-mae:3715.40552 validation_1-mae:6009.08447 [1160] validation_0-mae:3714.23682 validation_1-mae:6009.14453 [1161] validation_0-mae:3712.76538 validation_1-mae:6009.15723 [1162] validation_0-mae:3711.21069 validation_1-mae:6009.18018 [1163] validation_0-mae:3709.82739 validation_1-mae:6009.20410 [1164] validation_0-mae:3708.80347 validation_1-mae:6009.45898 [1165] validation_0-mae:3707.42090 validation_1-mae:6009.56494 [1166] validation_0-mae:3705.58032 validation_1-mae:6009.98975 [1167] validation_0-mae:3704.82007 validation_1-mae:6009.62451 [1168] validation_0-mae:3703.57788 validation_1-mae:6009.75928 [1169] validation_0-mae:3702.63721 validation_1-mae:6009.78320 [1170] validation_0-mae:3701.42627 validation_1-mae:6009.71045 [1171] validation_0-mae:3700.22485 validation_1-mae:6010.07959 [1172] validation_0-mae:3698.83643 validation_1-mae:6010.49756 [1173] validation_0-mae:3697.77612 validation_1-mae:6010.70020 [1174] validation_0-mae:3696.97876 validation_1-mae:6011.09814 [1175] validation_0-mae:3696.12280 validation_1-mae:6011.22217 [1176] validation_0-mae:3694.64624 validation_1-mae:6011.57178 [1177] validation_0-mae:3693.69360 validation_1-mae:6011.77686 [1178] validation_0-mae:3692.65674 validation_1-mae:6012.10498 [1179] validation_0-mae:3691.86401 validation_1-mae:6012.08740 [1180] validation_0-mae:3690.33252 validation_1-mae:6011.93750 [1181] validation_0-mae:3689.61987 validation_1-mae:6012.32373 [1182] validation_0-mae:3688.75562 validation_1-mae:6012.69824 [1183] validation_0-mae:3687.73242 validation_1-mae:6012.95459 [1184] validation_0-mae:3686.65088 validation_1-mae:6013.40283 [1185] validation_0-mae:3685.10327 validation_1-mae:6012.71143 [1186] validation_0-mae:3684.11743 validation_1-mae:6012.29443 [1187] validation_0-mae:3683.17578 validation_1-mae:6012.46289 [1188] validation_0-mae:3682.23364 validation_1-mae:6012.15234 [1189] validation_0-mae:3681.33569 validation_1-mae:6011.94971 [1190] validation_0-mae:3680.39624 validation_1-mae:6011.99805 [1191] validation_0-mae:3679.73340 validation_1-mae:6011.37744 [1192] validation_0-mae:3678.67114 validation_1-mae:6010.95557 [1193] validation_0-mae:3677.69775 validation_1-mae:6011.05420 [1194] validation_0-mae:3676.13306 validation_1-mae:6010.60205 [1195] validation_0-mae:3675.25635 validation_1-mae:6010.58838 [1196] validation_0-mae:3674.72998 validation_1-mae:6010.46191 [1197] validation_0-mae:3674.17188 validation_1-mae:6010.48242 [1198] validation_0-mae:3673.37769 validation_1-mae:6010.19580 [1199] validation_0-mae:3672.22998 validation_1-mae:6010.19580 [1200] validation_0-mae:3671.11670 validation_1-mae:6010.42529 [1201] validation_0-mae:3670.22949 validation_1-mae:6010.48486 [1202] validation_0-mae:3669.52759 validation_1-mae:6010.55957 [1203] validation_0-mae:3668.20459 validation_1-mae:6010.35010 [1204] validation_0-mae:3666.79956 validation_1-mae:6010.51855 [1205] validation_0-mae:3666.21704 validation_1-mae:6010.51807 [1206] validation_0-mae:3664.61890 validation_1-mae:6010.72900 [1207] validation_0-mae:3662.88769 validation_1-mae:6010.52246 [1208] validation_0-mae:3661.67993 validation_1-mae:6010.17969 [1209] validation_0-mae:3660.34863 validation_1-mae:6010.20361 [1210] validation_0-mae:3659.66406 validation_1-mae:6010.49316 [1211] validation_0-mae:3658.84058 validation_1-mae:6010.54883 [1212] validation_0-mae:3657.36816 validation_1-mae:6010.26514 [1213] validation_0-mae:3655.33984 validation_1-mae:6010.25830 [1214] validation_0-mae:3654.13916 validation_1-mae:6010.30762 [1215] validation_0-mae:3652.42163 validation_1-mae:6010.13428 [1216] validation_0-mae:3651.26685 validation_1-mae:6010.66406 [1217] validation_0-mae:3649.65576 validation_1-mae:6010.83301 [1218] validation_0-mae:3648.05395 validation_1-mae:6010.51514 [1219] validation_0-mae:3646.59570 validation_1-mae:6010.40820 [1220] validation_0-mae:3644.76587 validation_1-mae:6010.54932 [1221] validation_0-mae:3643.78540 validation_1-mae:6010.61377 [1222] validation_0-mae:3642.56787 validation_1-mae:6010.51611 [1223] validation_0-mae:3640.99023 validation_1-mae:6010.59424 [1224] validation_0-mae:3639.87329 validation_1-mae:6010.64746 [1225] validation_0-mae:3638.11890 validation_1-mae:6010.64893 [1226] validation_0-mae:3637.30249 validation_1-mae:6010.59668 [1227] validation_0-mae:3636.33520 validation_1-mae:6010.65137 [1228] validation_0-mae:3634.95361 validation_1-mae:6010.59717 [1229] validation_0-mae:3633.18506 validation_1-mae:6010.07910 [1230] validation_0-mae:3632.47607 validation_1-mae:6010.21728 [1231] validation_0-mae:3630.99561 validation_1-mae:6010.63184 [1232] validation_0-mae:3629.90552 validation_1-mae:6010.49268 [1233] validation_0-mae:3628.68970 validation_1-mae:6010.09619 [1234] validation_0-mae:3627.75244 validation_1-mae:6010.38574 [1235] validation_0-mae:3626.76221 validation_1-mae:6010.62647 [1236] validation_0-mae:3626.20850 validation_1-mae:6010.87109 [1237] validation_0-mae:3625.63916 validation_1-mae:6010.79395 [1238] validation_0-mae:3625.06689 validation_1-mae:6010.71875 [1239] validation_0-mae:3624.59302 validation_1-mae:6010.77832 [1240] validation_0-mae:3623.45825 validation_1-mae:6010.47363 [1241] validation_0-mae:3622.47144 validation_1-mae:6010.20996 [1242] validation_0-mae:3621.36719 validation_1-mae:6010.21484 [1243] validation_0-mae:3620.65698 validation_1-mae:6010.23047 [1244] validation_0-mae:3619.88818 validation_1-mae:6010.38330 [1245] validation_0-mae:3619.06299 validation_1-mae:6010.57959 [1246] validation_0-mae:3618.16650 validation_1-mae:6010.61377 [1247] validation_0-mae:3617.62305 validation_1-mae:6010.57275 [1248] validation_0-mae:3617.15552 validation_1-mae:6010.77441 [1249] validation_0-mae:3616.26025 validation_1-mae:6010.99121 [1250] validation_0-mae:3615.56470 validation_1-mae:6011.20898 [1251] validation_0-mae:3613.89111 validation_1-mae:6011.09570 [1252] validation_0-mae:3613.24414 validation_1-mae:6011.09424 [1253] validation_0-mae:3611.98755 validation_1-mae:6011.03272 [1254] validation_0-mae:3611.19507 validation_1-mae:6011.41406 [1255] validation_0-mae:3609.64575 validation_1-mae:6011.69141 [1256] validation_0-mae:3608.24365 validation_1-mae:6011.73438 [1257] validation_0-mae:3607.20239 validation_1-mae:6011.22705 [1258] validation_0-mae:3606.55395 validation_1-mae:6011.36816 [1259] validation_0-mae:3605.69312 validation_1-mae:6011.06299 [1260] validation_0-mae:3604.33691 validation_1-mae:6011.64453 [1261] validation_0-mae:3603.20166 validation_1-mae:6012.21191 [1262] validation_0-mae:3601.92529 validation_1-mae:6011.99316 [1263] validation_0-mae:3600.29248 validation_1-mae:6012.36182 [1264] validation_0-mae:3598.70752 validation_1-mae:6012.90478 [1265] validation_0-mae:3597.69824 validation_1-mae:6013.69287 [1266] validation_0-mae:3596.98804 validation_1-mae:6013.79688 [1267] validation_0-mae:3596.09790 validation_1-mae:6014.14941 [1268] validation_0-mae:3595.20117 validation_1-mae:6013.98340 [1269] validation_0-mae:3594.54297 validation_1-mae:6013.76221 [1270] validation_0-mae:3593.72510 validation_1-mae:6013.70752 [1271] validation_0-mae:3592.65234 validation_1-mae:6013.70410 [1272] validation_0-mae:3591.47534 validation_1-mae:6013.64746 [1273] validation_0-mae:3589.86157 validation_1-mae:6013.25293 [1274] validation_0-mae:3588.25293 validation_1-mae:6013.11475 [1275] validation_0-mae:3586.58569 validation_1-mae:6013.22705 [1276] validation_0-mae:3586.06885 validation_1-mae:6013.10986 [1277] validation_0-mae:3585.22827 validation_1-mae:6013.33301 [1278] validation_0-mae:3584.04468 validation_1-mae:6013.62891 [1279] validation_0-mae:3582.24023 validation_1-mae:6013.21728 [1280] validation_0-mae:3580.71582 validation_1-mae:6013.23096 [1281] validation_0-mae:3579.51074 validation_1-mae:6013.92578 [1282] validation_0-mae:3578.75659 validation_1-mae:6013.81689 [1283] validation_0-mae:3577.45557 validation_1-mae:6014.05420 [1284] validation_0-mae:3576.46753 validation_1-mae:6014.07764 [1285] validation_0-mae:3574.89380 validation_1-mae:6014.35986 [1286] validation_0-mae:3574.10986 validation_1-mae:6014.42480 [1287] validation_0-mae:3572.99097 validation_1-mae:6014.63184 [1288] validation_0-mae:3572.11938 validation_1-mae:6014.51611 [1289] validation_0-mae:3571.50806 validation_1-mae:6014.36621 [1290] validation_0-mae:3570.50586 validation_1-mae:6014.60938 [1291] validation_0-mae:3569.42041 validation_1-mae:6015.15332 [1292] validation_0-mae:3568.18384 validation_1-mae:6014.58594 [1293] validation_0-mae:3566.50171 validation_1-mae:6014.57568 [1294] validation_0-mae:3565.73926 validation_1-mae:6014.72705 [1295] validation_0-mae:3564.56445 validation_1-mae:6014.28174 [1296] validation_0-mae:3563.31226 validation_1-mae:6014.28955 [1297] validation_0-mae:3562.86279 validation_1-mae:6014.31494 [1298] validation_0-mae:3561.53418 validation_1-mae:6014.66455 [1299] validation_0-mae:3560.07227 validation_1-mae:6014.75732 [1300] validation_0-mae:3558.70825 validation_1-mae:6014.92383 [1301] validation_0-mae:3557.37402 validation_1-mae:6014.70020 [1302] validation_0-mae:3555.91016 validation_1-mae:6014.45947 [1303] validation_0-mae:3555.26587 validation_1-mae:6014.53027 [1304] validation_0-mae:3554.44043 validation_1-mae:6014.18164 [1305] validation_0-mae:3553.65259 validation_1-mae:6014.15186 [1306] validation_0-mae:3552.18213 validation_1-mae:6013.81982 [1307] validation_0-mae:3551.07690 validation_1-mae:6013.99170 [1308] validation_0-mae:3550.45825 validation_1-mae:6014.20557 [1309] validation_0-mae:3548.36255 validation_1-mae:6014.16309 [1310] validation_0-mae:3547.24829 validation_1-mae:6013.55957 [1311] validation_0-mae:3545.20874 validation_1-mae:6013.55176 [1312] validation_0-mae:3544.24902 validation_1-mae:6013.59717 [1313] validation_0-mae:3543.05420 validation_1-mae:6013.57471 [1314] validation_0-mae:3542.04224 validation_1-mae:6013.43555 [1315] validation_0-mae:3541.13843 validation_1-mae:6012.78809 [1316] validation_0-mae:3539.81152 validation_1-mae:6012.94189 [1317] validation_0-mae:3538.49316 validation_1-mae:6012.84131 [1318] validation_0-mae:3537.32715 validation_1-mae:6013.02441 [1319] validation_0-mae:3536.46924 validation_1-mae:6012.56397 [1320] validation_0-mae:3535.26782 validation_1-mae:6012.86816 [1321] validation_0-mae:3534.43677 validation_1-mae:6012.79248 [1322] validation_0-mae:3533.78516 validation_1-mae:6012.92480 [1323] validation_0-mae:3532.95459 validation_1-mae:6013.00391 [1324] validation_0-mae:3531.80395 validation_1-mae:6012.70068 [1325] validation_0-mae:3531.16016 validation_1-mae:6012.76953 [1326] validation_0-mae:3530.22607 validation_1-mae:6012.73291 [1327] validation_0-mae:3529.44385 validation_1-mae:6012.61572 [1328] validation_0-mae:3528.80347 validation_1-mae:6012.54443 [1329] validation_0-mae:3527.33545 validation_1-mae:6012.68213 [1330] validation_0-mae:3525.06177 validation_1-mae:6012.75635 [1331] validation_0-mae:3524.12036 validation_1-mae:6013.21484 [1332] validation_0-mae:3523.08081 validation_1-mae:6013.37353 [1333] validation_0-mae:3522.20093 validation_1-mae:6013.52637 [1334] validation_0-mae:3520.93091 validation_1-mae:6013.73486 [1335] validation_0-mae:3520.06348 validation_1-mae:6013.96582 [1336] validation_0-mae:3519.18311 validation_1-mae:6013.63379 [1337] validation_0-mae:3517.15454 validation_1-mae:6013.87012 [1338] validation_0-mae:3515.91040 validation_1-mae:6014.19873 [1339] validation_0-mae:3515.39551 validation_1-mae:6014.29443 [1340] validation_0-mae:3514.40942 validation_1-mae:6014.50147 [1341] validation_0-mae:3513.04761 validation_1-mae:6014.28955 [1342] validation_0-mae:3511.71289 validation_1-mae:6014.52930 [1343] validation_0-mae:3510.18677 validation_1-mae:6013.73926 [1344] validation_0-mae:3508.59839 validation_1-mae:6013.57275 [1345] validation_0-mae:3507.27954 validation_1-mae:6013.77881 [1346] validation_0-mae:3506.10156 validation_1-mae:6013.56348 [1347] validation_0-mae:3504.75562 validation_1-mae:6014.06152 [1348] validation_0-mae:3503.27588 validation_1-mae:6013.71387 [1349] validation_0-mae:3502.60840 validation_1-mae:6013.77490 [1350] validation_0-mae:3501.33301 validation_1-mae:6014.00195 [1351] validation_0-mae:3499.90503 validation_1-mae:6014.27100 [1352] validation_0-mae:3498.70776 validation_1-mae:6014.20850 [1353] validation_0-mae:3497.65283 validation_1-mae:6014.75781 [1354] validation_0-mae:3496.49365 validation_1-mae:6015.07373 [1355] validation_0-mae:3495.56152 validation_1-mae:6015.32959 [1356] validation_0-mae:3494.42432 validation_1-mae:6015.26758 [1357] validation_0-mae:3493.53760 validation_1-mae:6015.18359 [1358] validation_0-mae:3492.59180 validation_1-mae:6015.59228 [1359] validation_0-mae:3491.90942 validation_1-mae:6015.81250 [1360] validation_0-mae:3491.22925 validation_1-mae:6015.87549 [1361] validation_0-mae:3490.51123 validation_1-mae:6015.69775 [1362] validation_0-mae:3489.84399 validation_1-mae:6015.54785 [1363] validation_0-mae:3487.87549 validation_1-mae:6015.30908 [1364] validation_0-mae:3486.15771 validation_1-mae:6015.16992 [1365] validation_0-mae:3485.08203 validation_1-mae:6015.66602 [1366] validation_0-mae:3483.64648 validation_1-mae:6015.11914 [1367] validation_0-mae:3482.91528 validation_1-mae:6015.02490 [1368] validation_0-mae:3481.94824 validation_1-mae:6014.70410 [1369] validation_0-mae:3481.00757 validation_1-mae:6014.61279 [1370] validation_0-mae:3479.89380 validation_1-mae:6014.64014 [1371] validation_0-mae:3478.65430 validation_1-mae:6014.79297 [1372] validation_0-mae:3477.23877 validation_1-mae:6014.76465 [1373] validation_0-mae:3476.04517 validation_1-mae:6015.08447 [1374] validation_0-mae:3475.26001 validation_1-mae:6015.00391 [1375] validation_0-mae:3474.09814 validation_1-mae:6015.29590 [1376] validation_0-mae:3473.26660 validation_1-mae:6015.60059 [1377] validation_0-mae:3472.41162 validation_1-mae:6015.53272 [1378] validation_0-mae:3471.25903 validation_1-mae:6015.88818 [1379] validation_0-mae:3470.42895 validation_1-mae:6015.82471 [1380] validation_0-mae:3469.89478 validation_1-mae:6016.29736 [1381] validation_0-mae:3469.37354 validation_1-mae:6016.47949 [1382] validation_0-mae:3468.74316 validation_1-mae:6016.45508 [1383] validation_0-mae:3468.40234 validation_1-mae:6016.38232 [1384] validation_0-mae:3467.72070 validation_1-mae:6016.27832 [1385] validation_0-mae:3466.97900 validation_1-mae:6016.11182 [1386] validation_0-mae:3466.14844 validation_1-mae:6016.19824 [1387] validation_0-mae:3465.11255 validation_1-mae:6016.25635 [1388] validation_0-mae:3464.32227 validation_1-mae:6016.23096 [1389] validation_0-mae:3463.48999 validation_1-mae:6016.24365 [1390] validation_0-mae:3462.75513 validation_1-mae:6016.45898 [1391] validation_0-mae:3462.22485 validation_1-mae:6016.48486 [1392] validation_0-mae:3461.52930 validation_1-mae:6016.76562 [1393] validation_0-mae:3460.71167 validation_1-mae:6016.56494 [1394] validation_0-mae:3459.90234 validation_1-mae:6016.81201 [1395] validation_0-mae:3458.50464 validation_1-mae:6016.67236 [1396] validation_0-mae:3457.87207 validation_1-mae:6016.92725 [1397] validation_0-mae:3457.21509 validation_1-mae:6016.91113 [1398] validation_0-mae:3455.56519 validation_1-mae:6016.48828 [1399] validation_0-mae:3454.60840 validation_1-mae:6016.45996 [1400] validation_0-mae:3453.95215 validation_1-mae:6016.18115 [1401] validation_0-mae:3452.76636 validation_1-mae:6016.26904 [1402] validation_0-mae:3451.43823 validation_1-mae:6015.72900 [1403] validation_0-mae:3450.53223 validation_1-mae:6015.84375 [1404] validation_0-mae:3449.02661 validation_1-mae:6015.79199 [1405] validation_0-mae:3448.15918 validation_1-mae:6015.56934 [1406] validation_0-mae:3447.29883 validation_1-mae:6015.56641 [1407] validation_0-mae:3446.18799 validation_1-mae:6015.89551 [1408] validation_0-mae:3445.43774 validation_1-mae:6015.93945 [1409] validation_0-mae:3443.96484 validation_1-mae:6015.83057 [1410] validation_0-mae:3443.15527 validation_1-mae:6015.90088 [1411] validation_0-mae:3442.27075 validation_1-mae:6016.22314 [1412] validation_0-mae:3441.54370 validation_1-mae:6016.18799 [1413] validation_0-mae:3441.08887 validation_1-mae:6016.21484 [1414] validation_0-mae:3440.38794 validation_1-mae:6016.05127 [1415] validation_0-mae:3439.69287 validation_1-mae:6016.06934 [1416] validation_0-mae:3438.94336 validation_1-mae:6016.16846 [1417] validation_0-mae:3437.94385 validation_1-mae:6016.17773 [1418] validation_0-mae:3437.22852 validation_1-mae:6016.31494 [1419] validation_0-mae:3435.97144 validation_1-mae:6016.66650 [1420] validation_0-mae:3434.27197 validation_1-mae:6016.87891 [1421] validation_0-mae:3433.76880 validation_1-mae:6017.11133 [1422] validation_0-mae:3432.55054 validation_1-mae:6017.44580 [1423] validation_0-mae:3431.33667 validation_1-mae:6017.47314 [1424] validation_0-mae:3430.54492 validation_1-mae:6017.38623 [1425] validation_0-mae:3430.04150 validation_1-mae:6017.48193 [1426] validation_0-mae:3428.69092 validation_1-mae:6017.84424 [1427] validation_0-mae:3427.49878 validation_1-mae:6017.78809 [1428] validation_0-mae:3426.80811 validation_1-mae:6017.88379 [1429] validation_0-mae:3425.45166 validation_1-mae:6018.23730 [1430] validation_0-mae:3424.89258 validation_1-mae:6018.24853 [1431] validation_0-mae:3424.44971 validation_1-mae:6018.50732 [1432] validation_0-mae:3423.86328 validation_1-mae:6018.35205 [1433] validation_0-mae:3423.28589 validation_1-mae:6018.92969 [1434] validation_0-mae:3422.64185 validation_1-mae:6019.10449 [1435] validation_0-mae:3422.03052 validation_1-mae:6019.20361 [1436] validation_0-mae:3420.72046 validation_1-mae:6019.16992 [1437] validation_0-mae:3420.18872 validation_1-mae:6019.16846 [1438] validation_0-mae:3419.31665 validation_1-mae:6019.19531 [1439] validation_0-mae:3418.89429 validation_1-mae:6019.01758
XGBRegressor(base_score=0.5, booster='gbtree', colsample_bylevel=1,
colsample_bynode=1, colsample_bytree=1, gamma=0, gpu_id=0,
importance_type='gain', interaction_constraints=None,
learning_rate=0.1, max_delta_step=0, max_depth=7,
min_child_weight=1, missing=nan, monotone_constraints=None,
n_estimators=1440, n_jobs=8, nthread=8, num_parallel_tree=1,
objective='reg:squarederror', random_state=0, reg_alpha=0,
reg_lambda=1, scale_pos_weight=1, subsample=1,
tree_method='gpu_hist', validate_parameters=False, verbosity=2)
variable_importance = CombineTwoLists(X_train.columns.values.tolist(), xgb.feature_importances_.tolist())
variable_importance.sort(key = lambda x:x[1], reverse = True)
for i in range(len(X_train.columns)):
print('Dropping: '+str(a[len(X_train.columns)-i-1][0]))
X_train = X_train.drop(columns = variable_importance[len(X_train.columns)-i-1][0])
X_test = X_test.drop(columns = variable_importance[len(X_test.columns)-i-1][0])
xgb1 = XGBRegressor(learning_rate = 0.1, objective = 'reg:squarederror', nthread = 8,
tree_method = 'gpu_hist', max_depth = 6, n_estimators = 1700,
booster = 'gbtree', verbosity = 2)
xgb1.fit(X_train,y_train,
eval_set=[(X_train, y_train), (X_test, y_test)],
eval_metric='mae'
)
'krajowy'
variable_importance_selected = variable_importance[178:]
columns_to_drop = SplitList(variable_importance_selected)
X_train = X_train.drop(columns = columns_to_drop).copy()
X_test = X_test.drop(columns = columns_to_drop).copy()
for i in range(len(X_train.columns)):
print('Dropping: '+str(a[len(X_train.columns)-i-1][0]))
X_train = X_train.drop(columns = variable_importance[len(X_train.columns)-i-1][0])
X_test = X_test.drop(columns = variable_importance[len(X_test.columns)-i-1][0])
xgb1 = XGBRegressor(learning_rate = 0.1, objective = 'reg:squarederror', nthread = 8,
tree_method = 'gpu_hist', max_depth = 6, n_estimators = 1700,
booster = 'gbtree', verbosity = 2)
xgb1.fit(X_train,y_train,
eval_set=[(X_train, y_train), (X_test, y_test)],
eval_metric='mae'
)
Dropping: province_niedersachsen [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65137 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.57666 [21] validation_0-mae:7944.89600 validation_1-mae:7832.65723 [22] validation_0-mae:7846.75684 validation_1-mae:7746.76416 [23] validation_0-mae:7760.49268 validation_1-mae:7677.63525 [24] validation_0-mae:7676.77881 validation_1-mae:7599.28906 [25] validation_0-mae:7604.22461 validation_1-mae:7535.96826 [26] validation_0-mae:7548.77930 validation_1-mae:7489.15674 [27] validation_0-mae:7488.50000 validation_1-mae:7435.12695 [28] validation_0-mae:7439.26465 validation_1-mae:7394.03711 [29] validation_0-mae:7397.07129 validation_1-mae:7359.86621 [30] validation_0-mae:7361.33447 validation_1-mae:7329.23730 [31] validation_0-mae:7320.76855 validation_1-mae:7292.75147 [32] validation_0-mae:7292.27344 validation_1-mae:7275.45410 [33] validation_0-mae:7264.06689 validation_1-mae:7254.41260 [34] validation_0-mae:7233.79004 validation_1-mae:7234.45117 [35] validation_0-mae:7202.32031 validation_1-mae:7209.57861 [36] validation_0-mae:7185.08740 validation_1-mae:7196.16309 [37] validation_0-mae:7167.61963 validation_1-mae:7185.73145 [38] validation_0-mae:7142.17969 validation_1-mae:7164.23145 [39] validation_0-mae:7120.81445 validation_1-mae:7147.04883 [40] validation_0-mae:7102.98682 validation_1-mae:7136.67969 [41] validation_0-mae:7086.79443 validation_1-mae:7124.28418 [42] validation_0-mae:7069.74609 validation_1-mae:7113.54248 [43] validation_0-mae:7049.70898 validation_1-mae:7099.73633 [44] validation_0-mae:7033.69287 validation_1-mae:7086.67822 [45] validation_0-mae:7014.76465 validation_1-mae:7073.51953 [46] validation_0-mae:6998.53857 validation_1-mae:7063.34717 [47] validation_0-mae:6975.02393 validation_1-mae:7044.58252 [48] validation_0-mae:6963.79541 validation_1-mae:7035.92188 [49] validation_0-mae:6944.66797 validation_1-mae:7021.50439 [50] validation_0-mae:6920.67480 validation_1-mae:7006.09473 [51] validation_0-mae:6908.85303 validation_1-mae:6996.85400 [52] validation_0-mae:6890.51709 validation_1-mae:6984.70264 [53] validation_0-mae:6871.32324 validation_1-mae:6967.93897 [54] validation_0-mae:6856.89600 validation_1-mae:6955.28418 [55] validation_0-mae:6846.20459 validation_1-mae:6948.84375 [56] validation_0-mae:6826.03027 validation_1-mae:6932.07520 [57] validation_0-mae:6813.08398 validation_1-mae:6923.49902 [58] validation_0-mae:6803.71582 validation_1-mae:6916.72607 [59] validation_0-mae:6786.72754 validation_1-mae:6908.76318 [60] validation_0-mae:6774.04492 validation_1-mae:6898.23193 [61] validation_0-mae:6760.41797 validation_1-mae:6887.43066 [62] validation_0-mae:6749.58691 validation_1-mae:6880.79297 [63] validation_0-mae:6734.16895 validation_1-mae:6868.31592 [64] validation_0-mae:6721.70703 validation_1-mae:6857.86816 [65] validation_0-mae:6710.04395 validation_1-mae:6849.05176 [66] validation_0-mae:6696.66162 validation_1-mae:6835.35010 [67] validation_0-mae:6686.05078 validation_1-mae:6829.63281 [68] validation_0-mae:6675.47510 validation_1-mae:6821.18018 [69] validation_0-mae:6670.55078 validation_1-mae:6817.85693 [70] validation_0-mae:6656.58936 validation_1-mae:6808.70557 [71] validation_0-mae:6645.05908 validation_1-mae:6800.03809 [72] validation_0-mae:6634.14893 validation_1-mae:6795.29541 [73] validation_0-mae:6626.81543 validation_1-mae:6788.90772 [74] validation_0-mae:6615.48486 validation_1-mae:6781.85010 [75] validation_0-mae:6594.62647 validation_1-mae:6763.13086 [76] validation_0-mae:6584.61572 validation_1-mae:6755.40918 [77] validation_0-mae:6580.52246 validation_1-mae:6750.98242 [78] validation_0-mae:6571.61914 validation_1-mae:6743.63379 [79] validation_0-mae:6562.51611 validation_1-mae:6738.85938 [80] validation_0-mae:6553.35840 validation_1-mae:6730.23486 [81] validation_0-mae:6540.77051 validation_1-mae:6722.04248 [82] validation_0-mae:6534.70850 validation_1-mae:6717.56445 [83] validation_0-mae:6526.16943 validation_1-mae:6710.94043 [84] validation_0-mae:6519.55664 validation_1-mae:6708.11328 [85] validation_0-mae:6510.32275 validation_1-mae:6701.42139 [86] validation_0-mae:6502.94092 validation_1-mae:6698.49805 [87] validation_0-mae:6490.16992 validation_1-mae:6688.43018 [88] validation_0-mae:6477.60596 validation_1-mae:6682.57373 [89] validation_0-mae:6471.63135 validation_1-mae:6676.63672 [90] validation_0-mae:6465.46338 validation_1-mae:6672.69971 [91] validation_0-mae:6457.59522 validation_1-mae:6665.74121 [92] validation_0-mae:6450.43164 validation_1-mae:6662.28174 [93] validation_0-mae:6442.52686 validation_1-mae:6659.13623 [94] validation_0-mae:6435.18066 validation_1-mae:6653.79297 [95] validation_0-mae:6427.90039 validation_1-mae:6648.23486 [96] validation_0-mae:6421.48535 validation_1-mae:6644.25098 [97] validation_0-mae:6411.04785 validation_1-mae:6637.88672 [98] validation_0-mae:6403.91064 validation_1-mae:6631.55762 [99] validation_0-mae:6396.84228 validation_1-mae:6626.78027 [100] validation_0-mae:6388.18603 validation_1-mae:6619.81152 [101] validation_0-mae:6385.47559 validation_1-mae:6618.22900 [102] validation_0-mae:6377.70654 validation_1-mae:6615.10400 [103] validation_0-mae:6372.88721 validation_1-mae:6610.61865 [104] validation_0-mae:6367.11963 validation_1-mae:6606.64062 [105] validation_0-mae:6361.61133 validation_1-mae:6602.31689 [106] validation_0-mae:6354.73535 validation_1-mae:6599.64307 [107] validation_0-mae:6351.73486 validation_1-mae:6598.19531 [108] validation_0-mae:6347.29199 validation_1-mae:6595.44629 [109] validation_0-mae:6340.40186 validation_1-mae:6590.50781 [110] validation_0-mae:6332.76660 validation_1-mae:6584.86328 [111] validation_0-mae:6328.40234 validation_1-mae:6582.84912 [112] validation_0-mae:6324.09619 validation_1-mae:6578.84619 [113] validation_0-mae:6317.14746 validation_1-mae:6574.33203 [114] validation_0-mae:6312.28076 validation_1-mae:6571.07031 [115] validation_0-mae:6307.44629 validation_1-mae:6569.27686 [116] validation_0-mae:6303.75098 validation_1-mae:6566.27002 [117] validation_0-mae:6300.46240 validation_1-mae:6565.32129 [118] validation_0-mae:6285.49316 validation_1-mae:6553.91943 [119] validation_0-mae:6280.44287 validation_1-mae:6552.92529 [120] validation_0-mae:6275.94531 validation_1-mae:6550.99170 [121] validation_0-mae:6269.61475 validation_1-mae:6547.45996 [122] validation_0-mae:6265.71728 validation_1-mae:6545.83936 [123] validation_0-mae:6260.69434 validation_1-mae:6541.92139 [124] validation_0-mae:6255.40723 validation_1-mae:6537.50830 [125] validation_0-mae:6252.21533 validation_1-mae:6535.02148 [126] validation_0-mae:6248.73242 validation_1-mae:6532.62451 [127] validation_0-mae:6245.21240 validation_1-mae:6531.40478 [128] validation_0-mae:6239.31397 validation_1-mae:6528.06592 [129] validation_0-mae:6230.73389 validation_1-mae:6521.62939 [130] validation_0-mae:6222.81103 validation_1-mae:6517.50342 [131] validation_0-mae:6215.81250 validation_1-mae:6512.30518 [132] validation_0-mae:6208.52686 validation_1-mae:6505.62305 [133] validation_0-mae:6207.25000 validation_1-mae:6505.08936 [134] validation_0-mae:6200.48145 validation_1-mae:6501.45068 [135] validation_0-mae:6196.98242 validation_1-mae:6500.51953 [136] validation_0-mae:6191.95264 validation_1-mae:6496.29688 [137] validation_0-mae:6185.63721 validation_1-mae:6492.08740 [138] validation_0-mae:6179.22070 validation_1-mae:6487.06201 [139] validation_0-mae:6174.90674 validation_1-mae:6485.63379 [140] validation_0-mae:6170.86084 validation_1-mae:6483.31787 [141] validation_0-mae:6167.00098 validation_1-mae:6480.50635 [142] validation_0-mae:6162.78027 validation_1-mae:6479.71973 [143] validation_0-mae:6159.03955 validation_1-mae:6478.26953 [144] validation_0-mae:6156.55127 validation_1-mae:6476.89844 [145] validation_0-mae:6154.79004 validation_1-mae:6475.68603 [146] validation_0-mae:6150.08594 validation_1-mae:6473.23535 [147] validation_0-mae:6145.03369 validation_1-mae:6471.51953 [148] validation_0-mae:6141.25635 validation_1-mae:6470.20752 [149] validation_0-mae:6133.24219 validation_1-mae:6464.15234 [150] validation_0-mae:6129.84326 validation_1-mae:6462.55518 [151] validation_0-mae:6125.86572 validation_1-mae:6460.24268 [152] validation_0-mae:6117.30566 validation_1-mae:6453.27832 [153] validation_0-mae:6111.80615 validation_1-mae:6450.06299 [154] validation_0-mae:6105.25635 validation_1-mae:6448.70459 [155] validation_0-mae:6100.87012 validation_1-mae:6445.44238 [156] validation_0-mae:6095.81055 validation_1-mae:6442.91406 [157] validation_0-mae:6094.80420 validation_1-mae:6441.79102 [158] validation_0-mae:6091.64258 validation_1-mae:6440.91504 [159] validation_0-mae:6086.85352 validation_1-mae:6436.98535 [160] validation_0-mae:6079.98242 validation_1-mae:6431.55811 [161] validation_0-mae:6076.78516 validation_1-mae:6429.99805 [162] validation_0-mae:6073.68603 validation_1-mae:6429.04688 [163] validation_0-mae:6069.70703 validation_1-mae:6426.43994 [164] validation_0-mae:6066.64600 validation_1-mae:6424.83203 [165] validation_0-mae:6063.58154 validation_1-mae:6425.14941 [166] validation_0-mae:6060.31201 validation_1-mae:6423.52441 [167] validation_0-mae:6057.61572 validation_1-mae:6421.86816 [168] validation_0-mae:6052.45312 validation_1-mae:6420.02197 [169] validation_0-mae:6047.73926 validation_1-mae:6418.24658 [170] validation_0-mae:6045.80615 validation_1-mae:6417.57764 [171] validation_0-mae:6041.22510 validation_1-mae:6418.51221 [172] validation_0-mae:6039.63965 validation_1-mae:6418.33936 [173] validation_0-mae:6036.31836 validation_1-mae:6417.54834 [174] validation_0-mae:6032.70410 validation_1-mae:6415.81348 [175] validation_0-mae:6029.19189 validation_1-mae:6414.55469 [176] validation_0-mae:6025.88672 validation_1-mae:6413.47314 [177] validation_0-mae:6023.56934 validation_1-mae:6412.03467 [178] validation_0-mae:6021.21582 validation_1-mae:6410.90869 [179] validation_0-mae:6018.04834 validation_1-mae:6409.21484 [180] validation_0-mae:6015.53857 validation_1-mae:6407.42334 [181] validation_0-mae:6015.06055 validation_1-mae:6407.27978 [182] validation_0-mae:6008.23633 validation_1-mae:6403.92920 [183] validation_0-mae:5999.70898 validation_1-mae:6398.94189 [184] validation_0-mae:5996.48193 validation_1-mae:6397.77539 [185] validation_0-mae:5991.63135 validation_1-mae:6395.82129 [186] validation_0-mae:5989.04346 validation_1-mae:6395.99072 [187] validation_0-mae:5984.61719 validation_1-mae:6393.36230 [188] validation_0-mae:5980.36475 validation_1-mae:6392.02783 [189] validation_0-mae:5975.98926 validation_1-mae:6388.96338 [190] validation_0-mae:5969.76465 validation_1-mae:6385.88818 [191] validation_0-mae:5966.18164 validation_1-mae:6384.28906 [192] validation_0-mae:5963.09082 validation_1-mae:6383.73242 [193] validation_0-mae:5960.63672 validation_1-mae:6383.10205 [194] validation_0-mae:5959.54102 validation_1-mae:6382.38330 [195] validation_0-mae:5956.40967 validation_1-mae:6381.84570 [196] validation_0-mae:5953.78711 validation_1-mae:6379.86475 [197] validation_0-mae:5951.14551 validation_1-mae:6378.28125 [198] validation_0-mae:5948.77393 validation_1-mae:6376.92969 [199] validation_0-mae:5944.65039 validation_1-mae:6375.86426 [200] validation_0-mae:5942.31055 validation_1-mae:6374.85986 [201] validation_0-mae:5939.12744 validation_1-mae:6373.92041 [202] validation_0-mae:5935.48975 validation_1-mae:6373.40772 [203] validation_0-mae:5933.61426 validation_1-mae:6372.72022 [204] validation_0-mae:5927.83594 validation_1-mae:6370.80469 [205] validation_0-mae:5922.65967 validation_1-mae:6369.76318 [206] validation_0-mae:5918.70752 validation_1-mae:6367.18555 [207] validation_0-mae:5912.37598 validation_1-mae:6362.03711 [208] validation_0-mae:5910.04297 validation_1-mae:6361.46533 [209] validation_0-mae:5909.07812 validation_1-mae:6361.23340 [210] validation_0-mae:5906.16113 validation_1-mae:6360.72461 [211] validation_0-mae:5900.21045 validation_1-mae:6358.06934 [212] validation_0-mae:5896.07422 validation_1-mae:6356.45068 [213] validation_0-mae:5894.13623 validation_1-mae:6356.23047 [214] validation_0-mae:5891.35059 validation_1-mae:6355.27539 [215] validation_0-mae:5886.97900 validation_1-mae:6352.36084 [216] validation_0-mae:5883.60596 validation_1-mae:6352.24951 [217] validation_0-mae:5880.00342 validation_1-mae:6350.58350 [218] validation_0-mae:5878.79150 validation_1-mae:6349.87549 [219] validation_0-mae:5876.90820 validation_1-mae:6349.26953 [220] validation_0-mae:5874.62939 validation_1-mae:6347.57568 [221] validation_0-mae:5872.10400 validation_1-mae:6346.78418 [222] validation_0-mae:5867.57275 validation_1-mae:6344.24365 [223] validation_0-mae:5865.78857 validation_1-mae:6343.52783 [224] validation_0-mae:5865.01758 validation_1-mae:6343.53223 [225] validation_0-mae:5863.58057 validation_1-mae:6342.15674 [226] validation_0-mae:5860.97803 validation_1-mae:6342.84082 [227] validation_0-mae:5856.66406 validation_1-mae:6340.67334 [228] validation_0-mae:5852.91943 validation_1-mae:6337.68945 [229] validation_0-mae:5845.58594 validation_1-mae:6331.96240 [230] validation_0-mae:5839.43750 validation_1-mae:6327.54834 [231] validation_0-mae:5836.72705 validation_1-mae:6325.89258 [232] validation_0-mae:5833.36377 validation_1-mae:6324.13916 [233] validation_0-mae:5828.91455 validation_1-mae:6320.31397 [234] validation_0-mae:5825.32080 validation_1-mae:6319.44580 [235] validation_0-mae:5823.41162 validation_1-mae:6318.28955 [236] validation_0-mae:5821.31934 validation_1-mae:6317.30469 [237] validation_0-mae:5816.73242 validation_1-mae:6314.94287 [238] validation_0-mae:5815.86279 validation_1-mae:6314.50147 [239] validation_0-mae:5811.49121 validation_1-mae:6311.82520 [240] validation_0-mae:5808.39404 validation_1-mae:6310.75781 [241] validation_0-mae:5805.13330 validation_1-mae:6309.46143 [242] validation_0-mae:5803.43408 validation_1-mae:6309.09326 [243] validation_0-mae:5800.56494 validation_1-mae:6307.60400 [244] validation_0-mae:5798.26074 validation_1-mae:6306.16797 [245] validation_0-mae:5795.84180 validation_1-mae:6305.57129 [246] validation_0-mae:5794.55420 validation_1-mae:6304.96143 [247] validation_0-mae:5792.75830 validation_1-mae:6304.62647 [248] validation_0-mae:5789.75293 validation_1-mae:6303.71094 [249] validation_0-mae:5789.15283 validation_1-mae:6303.60938 [250] validation_0-mae:5784.59326 validation_1-mae:6301.69141 [251] validation_0-mae:5782.48291 validation_1-mae:6300.70215 [252] validation_0-mae:5780.14062 validation_1-mae:6300.30469 [253] validation_0-mae:5778.29834 validation_1-mae:6299.79443 [254] validation_0-mae:5776.72998 validation_1-mae:6299.83057 [255] validation_0-mae:5775.72559 validation_1-mae:6299.64648 [256] validation_0-mae:5773.73096 validation_1-mae:6299.01367 [257] validation_0-mae:5771.70215 validation_1-mae:6297.52783 [258] validation_0-mae:5770.25732 validation_1-mae:6296.55908 [259] validation_0-mae:5766.94775 validation_1-mae:6293.67480 [260] validation_0-mae:5765.38672 validation_1-mae:6293.61865 [261] validation_0-mae:5762.74414 validation_1-mae:6292.45068 [262] validation_0-mae:5760.84180 validation_1-mae:6292.93164 [263] validation_0-mae:5758.62353 validation_1-mae:6291.24316 [264] validation_0-mae:5755.70459 validation_1-mae:6290.75244 [265] validation_0-mae:5751.83398 validation_1-mae:6290.62353 [266] validation_0-mae:5748.02930 validation_1-mae:6287.76758 [267] validation_0-mae:5745.39941 validation_1-mae:6286.90088 [268] validation_0-mae:5742.47217 validation_1-mae:6284.91260 [269] validation_0-mae:5736.97705 validation_1-mae:6280.66309 [270] validation_0-mae:5733.43408 validation_1-mae:6279.56885 [271] validation_0-mae:5730.54102 validation_1-mae:6278.45361 [272] validation_0-mae:5723.48926 validation_1-mae:6275.43213 [273] validation_0-mae:5721.64062 validation_1-mae:6274.82178 [274] validation_0-mae:5720.67920 validation_1-mae:6275.15381 [275] validation_0-mae:5719.78760 validation_1-mae:6274.43018 [276] validation_0-mae:5715.82324 validation_1-mae:6272.24072 [277] validation_0-mae:5714.99512 validation_1-mae:6271.90430 [278] validation_0-mae:5713.94873 validation_1-mae:6271.75586 [279] validation_0-mae:5711.12988 validation_1-mae:6270.68115 [280] validation_0-mae:5706.86914 validation_1-mae:6268.65723 [281] validation_0-mae:5704.45312 validation_1-mae:6268.11963 [282] validation_0-mae:5702.69482 validation_1-mae:6267.01758 [283] validation_0-mae:5700.79053 validation_1-mae:6266.64307 [284] validation_0-mae:5698.29395 validation_1-mae:6265.20264 [285] validation_0-mae:5696.75537 validation_1-mae:6265.04736 [286] validation_0-mae:5696.09424 validation_1-mae:6264.80371 [287] validation_0-mae:5695.47803 validation_1-mae:6264.56934 [288] validation_0-mae:5690.74951 validation_1-mae:6262.74512 [289] validation_0-mae:5687.50439 validation_1-mae:6261.89990 [290] validation_0-mae:5685.48828 validation_1-mae:6260.94629 [291] validation_0-mae:5681.98779 validation_1-mae:6259.88135 [292] validation_0-mae:5680.81201 validation_1-mae:6258.96338 [293] validation_0-mae:5677.99609 validation_1-mae:6257.40430 [294] validation_0-mae:5675.66748 validation_1-mae:6256.78223 [295] validation_0-mae:5673.59961 validation_1-mae:6256.11133 [296] validation_0-mae:5672.67432 validation_1-mae:6255.73389 [297] validation_0-mae:5672.39355 validation_1-mae:6255.97217 [298] validation_0-mae:5670.76025 validation_1-mae:6255.38721 [299] validation_0-mae:5666.49609 validation_1-mae:6252.64600 [300] validation_0-mae:5663.90088 validation_1-mae:6252.03564 [301] validation_0-mae:5661.73242 validation_1-mae:6252.03272 [302] validation_0-mae:5660.14648 validation_1-mae:6251.78125 [303] validation_0-mae:5658.27002 validation_1-mae:6251.85156 [304] validation_0-mae:5654.53857 validation_1-mae:6251.50147 [305] validation_0-mae:5652.11084 validation_1-mae:6251.58301 [306] validation_0-mae:5650.68018 validation_1-mae:6251.37305 [307] validation_0-mae:5648.82031 validation_1-mae:6251.91064 [308] validation_0-mae:5647.25342 validation_1-mae:6251.03809 [309] validation_0-mae:5644.01904 validation_1-mae:6249.83691 [310] validation_0-mae:5643.12207 validation_1-mae:6249.43408 [311] validation_0-mae:5640.83789 validation_1-mae:6248.49219 [312] validation_0-mae:5637.75000 validation_1-mae:6247.56543 [313] validation_0-mae:5634.77734 validation_1-mae:6245.53516 [314] validation_0-mae:5631.51611 validation_1-mae:6244.14941 [315] validation_0-mae:5630.05762 validation_1-mae:6244.01367 [316] validation_0-mae:5625.92529 validation_1-mae:6243.47852 [317] validation_0-mae:5624.61523 validation_1-mae:6242.92578 [318] validation_0-mae:5622.19727 validation_1-mae:6242.59228 [319] validation_0-mae:5617.01904 validation_1-mae:6239.52783 [320] validation_0-mae:5613.09668 validation_1-mae:6237.81592 [321] validation_0-mae:5612.01709 validation_1-mae:6237.50928 [322] validation_0-mae:5611.85547 validation_1-mae:6237.73877 [323] validation_0-mae:5606.91992 validation_1-mae:6235.08691 [324] validation_0-mae:5605.77588 validation_1-mae:6234.40137 [325] validation_0-mae:5605.03955 validation_1-mae:6234.08740 [326] validation_0-mae:5602.93945 validation_1-mae:6233.65967 [327] validation_0-mae:5601.30371 validation_1-mae:6233.05518 [328] validation_0-mae:5600.76953 validation_1-mae:6233.07861 [329] validation_0-mae:5598.59717 validation_1-mae:6231.87695 [330] validation_0-mae:5594.14551 validation_1-mae:6230.07080 [331] validation_0-mae:5590.88672 validation_1-mae:6230.19287 [332] validation_0-mae:5587.76123 validation_1-mae:6228.76367 [333] validation_0-mae:5585.78174 validation_1-mae:6228.41797 [334] validation_0-mae:5583.84228 validation_1-mae:6228.60938 [335] validation_0-mae:5581.17920 validation_1-mae:6226.99414 [336] validation_0-mae:5579.10254 validation_1-mae:6226.19141 [337] validation_0-mae:5578.60840 validation_1-mae:6225.83887 [338] validation_0-mae:5576.51514 validation_1-mae:6225.98975 [339] validation_0-mae:5573.92676 validation_1-mae:6223.45166 [340] validation_0-mae:5571.31787 validation_1-mae:6223.26562 [341] validation_0-mae:5569.11377 validation_1-mae:6223.59033 [342] validation_0-mae:5567.29736 validation_1-mae:6223.62353 [343] validation_0-mae:5566.16064 validation_1-mae:6222.78223 [344] validation_0-mae:5562.20703 validation_1-mae:6221.52100 [345] validation_0-mae:5560.90381 validation_1-mae:6220.89941 [346] validation_0-mae:5558.05908 validation_1-mae:6220.14307 [347] validation_0-mae:5557.83936 validation_1-mae:6220.22022 [348] validation_0-mae:5555.32031 validation_1-mae:6220.33301 [349] validation_0-mae:5552.53027 validation_1-mae:6219.94531 [350] validation_0-mae:5549.46533 validation_1-mae:6219.71875 [351] validation_0-mae:5547.34814 validation_1-mae:6219.43848 [352] validation_0-mae:5545.00342 validation_1-mae:6218.21631 [353] validation_0-mae:5541.62891 validation_1-mae:6216.82080 [354] validation_0-mae:5539.54492 validation_1-mae:6216.46387 [355] validation_0-mae:5537.62207 validation_1-mae:6216.82275 [356] validation_0-mae:5532.91016 validation_1-mae:6214.46680 [357] validation_0-mae:5529.62793 validation_1-mae:6214.14062 [358] validation_0-mae:5528.72754 validation_1-mae:6214.08008 [359] validation_0-mae:5528.14404 validation_1-mae:6214.14355 [360] validation_0-mae:5527.60254 validation_1-mae:6214.15332 [361] validation_0-mae:5527.25586 validation_1-mae:6214.09961 [362] validation_0-mae:5525.41211 validation_1-mae:6212.98877 [363] validation_0-mae:5522.79053 validation_1-mae:6212.17188 [364] validation_0-mae:5519.10938 validation_1-mae:6210.79590 [365] validation_0-mae:5518.01660 validation_1-mae:6210.61133 [366] validation_0-mae:5514.26855 validation_1-mae:6208.99414 [367] validation_0-mae:5512.47852 validation_1-mae:6208.06689 [368] validation_0-mae:5509.76562 validation_1-mae:6207.33057 [369] validation_0-mae:5507.55713 validation_1-mae:6205.93115 [370] validation_0-mae:5505.96728 validation_1-mae:6205.51074 [371] validation_0-mae:5504.86475 validation_1-mae:6205.15039 [372] validation_0-mae:5501.99219 validation_1-mae:6203.89062 [373] validation_0-mae:5501.02002 validation_1-mae:6203.72803 [374] validation_0-mae:5496.93164 validation_1-mae:6203.13379 [375] validation_0-mae:5495.40674 validation_1-mae:6203.21728 [376] validation_0-mae:5493.02246 validation_1-mae:6202.81689 [377] validation_0-mae:5490.26367 validation_1-mae:6202.70996 [378] validation_0-mae:5487.12061 validation_1-mae:6201.27295 [379] validation_0-mae:5481.70215 validation_1-mae:6199.75000 [380] validation_0-mae:5480.19043 validation_1-mae:6199.60059 [381] validation_0-mae:5478.77588 validation_1-mae:6199.08105 [382] validation_0-mae:5477.40137 validation_1-mae:6199.05811 [383] validation_0-mae:5474.57520 validation_1-mae:6198.01855 [384] validation_0-mae:5472.26221 validation_1-mae:6197.61621 [385] validation_0-mae:5469.59717 validation_1-mae:6195.99219 [386] validation_0-mae:5466.41357 validation_1-mae:6194.99365 [387] validation_0-mae:5464.02100 validation_1-mae:6194.62695 [388] validation_0-mae:5462.90332 validation_1-mae:6193.50928 [389] validation_0-mae:5460.00439 validation_1-mae:6192.20703 [390] validation_0-mae:5458.12598 validation_1-mae:6191.94971 [391] validation_0-mae:5456.04834 validation_1-mae:6192.00000 [392] validation_0-mae:5453.75635 validation_1-mae:6191.52686 [393] validation_0-mae:5452.96533 validation_1-mae:6190.91016 [394] validation_0-mae:5447.91016 validation_1-mae:6189.35400 [395] validation_0-mae:5445.83398 validation_1-mae:6188.26416 [396] validation_0-mae:5444.22852 validation_1-mae:6187.51221 [397] validation_0-mae:5443.80664 validation_1-mae:6187.64209 [398] validation_0-mae:5443.30615 validation_1-mae:6187.24023 [399] validation_0-mae:5441.99414 validation_1-mae:6187.18311 [400] validation_0-mae:5440.99365 validation_1-mae:6186.45410 [401] validation_0-mae:5439.57031 validation_1-mae:6185.40723 [402] validation_0-mae:5436.87793 validation_1-mae:6185.28320 [403] validation_0-mae:5435.43701 validation_1-mae:6184.96680 [404] validation_0-mae:5434.79541 validation_1-mae:6184.95264 [405] validation_0-mae:5430.78272 validation_1-mae:6182.98145 [406] validation_0-mae:5428.43799 validation_1-mae:6181.89062 [407] validation_0-mae:5426.76123 validation_1-mae:6181.68652 [408] validation_0-mae:5425.57080 validation_1-mae:6181.23340 [409] validation_0-mae:5423.78809 validation_1-mae:6180.59766 [410] validation_0-mae:5422.84033 validation_1-mae:6180.52490 [411] validation_0-mae:5419.52295 validation_1-mae:6178.80176 [412] validation_0-mae:5416.65430 validation_1-mae:6177.21826 [413] validation_0-mae:5414.29395 validation_1-mae:6175.90527 [414] validation_0-mae:5412.43115 validation_1-mae:6174.54590 [415] validation_0-mae:5411.61670 validation_1-mae:6174.72754 [416] validation_0-mae:5410.07764 validation_1-mae:6174.51611 [417] validation_0-mae:5405.86572 validation_1-mae:6174.27100 [418] validation_0-mae:5404.34766 validation_1-mae:6174.79688 [419] validation_0-mae:5403.26172 validation_1-mae:6174.23193 [420] validation_0-mae:5402.83936 validation_1-mae:6174.11963 [421] validation_0-mae:5402.08643 validation_1-mae:6173.71875 [422] validation_0-mae:5401.69238 validation_1-mae:6173.80420 [423] validation_0-mae:5399.77393 validation_1-mae:6174.60742 [424] validation_0-mae:5397.61914 validation_1-mae:6173.91455 [425] validation_0-mae:5395.31152 validation_1-mae:6173.22852 [426] validation_0-mae:5393.52100 validation_1-mae:6172.65381 [427] validation_0-mae:5391.30762 validation_1-mae:6172.26025 [428] validation_0-mae:5390.29443 validation_1-mae:6172.45361 [429] validation_0-mae:5388.21533 validation_1-mae:6172.42090 [430] validation_0-mae:5384.34814 validation_1-mae:6173.11914 [431] validation_0-mae:5380.87402 validation_1-mae:6171.31787 [432] validation_0-mae:5379.03857 validation_1-mae:6171.12695 [433] validation_0-mae:5377.52637 validation_1-mae:6170.38574 [434] validation_0-mae:5374.04102 validation_1-mae:6168.40723 [435] validation_0-mae:5373.45020 validation_1-mae:6168.47266 [436] validation_0-mae:5370.77441 validation_1-mae:6167.52588 [437] validation_0-mae:5370.34766 validation_1-mae:6167.31641 [438] validation_0-mae:5367.63477 validation_1-mae:6165.42773 [439] validation_0-mae:5364.23584 validation_1-mae:6163.82422 [440] validation_0-mae:5361.63086 validation_1-mae:6163.12891 [441] validation_0-mae:5360.47266 validation_1-mae:6163.16846 [442] validation_0-mae:5359.72949 validation_1-mae:6163.02441 [443] validation_0-mae:5359.50830 validation_1-mae:6162.96924 [444] validation_0-mae:5356.49951 validation_1-mae:6161.39697 [445] validation_0-mae:5355.28467 validation_1-mae:6161.27686 [446] validation_0-mae:5353.95996 validation_1-mae:6160.49853 [447] validation_0-mae:5353.18311 validation_1-mae:6160.21777 [448] validation_0-mae:5351.32031 validation_1-mae:6160.08740 [449] validation_0-mae:5349.95605 validation_1-mae:6160.41943 [450] validation_0-mae:5347.19971 validation_1-mae:6159.94971 [451] validation_0-mae:5345.45508 validation_1-mae:6158.70996 [452] validation_0-mae:5344.00098 validation_1-mae:6159.16846 [453] validation_0-mae:5342.63525 validation_1-mae:6159.21191 [454] validation_0-mae:5339.02441 validation_1-mae:6156.22510 [455] validation_0-mae:5337.68701 validation_1-mae:6156.24121 [456] validation_0-mae:5335.81299 validation_1-mae:6156.22656 [457] validation_0-mae:5332.80225 validation_1-mae:6154.87939 [458] validation_0-mae:5331.32861 validation_1-mae:6154.65918 [459] validation_0-mae:5329.10010 validation_1-mae:6153.45752 [460] validation_0-mae:5328.92236 validation_1-mae:6153.48730 [461] validation_0-mae:5327.78076 validation_1-mae:6153.26318 [462] validation_0-mae:5325.53467 validation_1-mae:6152.39648 [463] validation_0-mae:5324.15039 validation_1-mae:6152.21387 [464] validation_0-mae:5322.69043 validation_1-mae:6152.18945 [465] validation_0-mae:5321.30078 validation_1-mae:6152.02197 [466] validation_0-mae:5320.20166 validation_1-mae:6151.84326 [467] validation_0-mae:5318.00049 validation_1-mae:6150.94385 [468] validation_0-mae:5316.03467 validation_1-mae:6149.45703 [469] validation_0-mae:5313.34473 validation_1-mae:6147.18701 [470] validation_0-mae:5310.51514 validation_1-mae:6146.44336 [471] validation_0-mae:5308.99512 validation_1-mae:6146.21973 [472] validation_0-mae:5308.91064 validation_1-mae:6146.17041 [473] validation_0-mae:5307.87744 validation_1-mae:6146.19727 [474] validation_0-mae:5306.68066 validation_1-mae:6146.13281 [475] validation_0-mae:5304.14746 validation_1-mae:6144.91406 [476] validation_0-mae:5301.86377 validation_1-mae:6143.98633 [477] validation_0-mae:5299.29248 validation_1-mae:6142.98730 [478] validation_0-mae:5296.57568 validation_1-mae:6143.17920 [479] validation_0-mae:5294.79102 validation_1-mae:6142.95459 [480] validation_0-mae:5292.96338 validation_1-mae:6142.70166 [481] validation_0-mae:5291.58887 validation_1-mae:6142.26465 [482] validation_0-mae:5289.09863 validation_1-mae:6140.72949 [483] validation_0-mae:5285.90576 validation_1-mae:6138.85693 [484] validation_0-mae:5285.65576 validation_1-mae:6138.92822 [485] validation_0-mae:5284.14600 validation_1-mae:6138.72559 [486] validation_0-mae:5283.37207 validation_1-mae:6138.42432 [487] validation_0-mae:5282.41699 validation_1-mae:6138.14307 [488] validation_0-mae:5280.78320 validation_1-mae:6138.36914 [489] validation_0-mae:5279.75977 validation_1-mae:6138.22656 [490] validation_0-mae:5276.89355 validation_1-mae:6137.14941 [491] validation_0-mae:5275.88037 validation_1-mae:6137.68262 [492] validation_0-mae:5274.65918 validation_1-mae:6137.64990 [493] validation_0-mae:5274.36475 validation_1-mae:6137.55713 [494] validation_0-mae:5272.61328 validation_1-mae:6137.67529 [495] validation_0-mae:5272.01270 validation_1-mae:6137.81787 [496] validation_0-mae:5270.65186 validation_1-mae:6138.06592 [497] validation_0-mae:5268.81055 validation_1-mae:6138.47510 [498] validation_0-mae:5267.41895 validation_1-mae:6138.68994 [499] validation_0-mae:5266.03369 validation_1-mae:6139.13135 [500] validation_0-mae:5263.25879 validation_1-mae:6137.95264 [501] validation_0-mae:5261.46240 validation_1-mae:6137.50342 [502] validation_0-mae:5259.84522 validation_1-mae:6137.46143 [503] validation_0-mae:5258.51514 validation_1-mae:6136.53809 [504] validation_0-mae:5258.24707 validation_1-mae:6136.66553 [505] validation_0-mae:5258.18359 validation_1-mae:6136.87256 [506] validation_0-mae:5255.70117 validation_1-mae:6135.98779 [507] validation_0-mae:5254.07178 validation_1-mae:6135.94238 [508] validation_0-mae:5252.01611 validation_1-mae:6135.08203 [509] validation_0-mae:5248.60840 validation_1-mae:6135.00098 [510] validation_0-mae:5248.11426 validation_1-mae:6134.32520 [511] validation_0-mae:5245.76465 validation_1-mae:6133.23828 [512] validation_0-mae:5241.56348 validation_1-mae:6131.39697 [513] validation_0-mae:5240.49365 validation_1-mae:6131.76855 [514] validation_0-mae:5237.39453 validation_1-mae:6131.14404 [515] validation_0-mae:5235.64551 validation_1-mae:6130.00000 [516] validation_0-mae:5234.83398 validation_1-mae:6129.66992 [517] validation_0-mae:5232.94775 validation_1-mae:6129.33350 [518] validation_0-mae:5230.48193 validation_1-mae:6129.41309 [519] validation_0-mae:5229.83496 validation_1-mae:6129.15967 [520] validation_0-mae:5228.81934 validation_1-mae:6129.86426 [521] validation_0-mae:5228.64990 validation_1-mae:6129.91455 [522] validation_0-mae:5227.68652 validation_1-mae:6129.62451 [523] validation_0-mae:5226.36621 validation_1-mae:6129.93018 [524] validation_0-mae:5225.21045 validation_1-mae:6129.85254 [525] validation_0-mae:5223.85352 validation_1-mae:6129.97217 [526] validation_0-mae:5222.30225 validation_1-mae:6129.30762 [527] validation_0-mae:5219.03272 validation_1-mae:6128.14893 [528] validation_0-mae:5218.36133 validation_1-mae:6127.82178 [529] validation_0-mae:5218.01807 validation_1-mae:6127.82324 [530] validation_0-mae:5217.19580 validation_1-mae:6127.33691 [531] validation_0-mae:5216.59326 validation_1-mae:6127.44971 [532] validation_0-mae:5213.55322 validation_1-mae:6127.99756 [533] validation_0-mae:5212.23193 validation_1-mae:6127.90869 [534] validation_0-mae:5210.70801 validation_1-mae:6127.24023 [535] validation_0-mae:5207.84033 validation_1-mae:6125.58203 [536] validation_0-mae:5205.07178 validation_1-mae:6124.57422 [537] validation_0-mae:5203.42090 validation_1-mae:6124.19141 [538] validation_0-mae:5202.46680 validation_1-mae:6123.34863 [539] validation_0-mae:5200.10205 validation_1-mae:6123.46191 [540] validation_0-mae:5197.62744 validation_1-mae:6123.40137 [541] validation_0-mae:5196.80469 validation_1-mae:6123.10596 [542] validation_0-mae:5195.62695 validation_1-mae:6122.72461 [543] validation_0-mae:5194.41162 validation_1-mae:6122.43262 [544] validation_0-mae:5190.18603 validation_1-mae:6122.16113 [545] validation_0-mae:5188.85547 validation_1-mae:6121.88916 [546] validation_0-mae:5187.20898 validation_1-mae:6121.10254 [547] validation_0-mae:5186.97070 validation_1-mae:6120.98633 [548] validation_0-mae:5186.60742 validation_1-mae:6120.79297 [549] validation_0-mae:5185.49756 validation_1-mae:6120.79834 [550] validation_0-mae:5183.78760 validation_1-mae:6119.72363 [551] validation_0-mae:5183.62305 validation_1-mae:6119.56934 [552] validation_0-mae:5183.09228 validation_1-mae:6119.65283 [553] validation_0-mae:5181.86279 validation_1-mae:6118.96680 [554] validation_0-mae:5180.17627 validation_1-mae:6118.80273 [555] validation_0-mae:5179.67383 validation_1-mae:6118.64355 [556] validation_0-mae:5179.31982 validation_1-mae:6118.70801 [557] validation_0-mae:5175.44189 validation_1-mae:6118.80225 [558] validation_0-mae:5174.19629 validation_1-mae:6119.03125 [559] validation_0-mae:5173.58496 validation_1-mae:6119.70654 [560] validation_0-mae:5171.79346 validation_1-mae:6118.79492 [561] validation_0-mae:5169.08789 validation_1-mae:6118.40967 [562] validation_0-mae:5167.80469 validation_1-mae:6118.21973 [563] validation_0-mae:5166.35645 validation_1-mae:6118.22363 [564] validation_0-mae:5165.47266 validation_1-mae:6118.10693 [565] validation_0-mae:5164.04150 validation_1-mae:6117.61914 [566] validation_0-mae:5163.07910 validation_1-mae:6117.22559 [567] validation_0-mae:5162.60889 validation_1-mae:6116.83057 [568] validation_0-mae:5162.08301 validation_1-mae:6116.68408 [569] validation_0-mae:5160.86865 validation_1-mae:6116.32373 [570] validation_0-mae:5160.78272 validation_1-mae:6116.32373 [571] validation_0-mae:5159.32959 validation_1-mae:6116.04834 [572] validation_0-mae:5158.12939 validation_1-mae:6115.66895 [573] validation_0-mae:5156.39990 validation_1-mae:6115.12207 [574] validation_0-mae:5154.12158 validation_1-mae:6115.73291 [575] validation_0-mae:5151.87500 validation_1-mae:6115.40039 [576] validation_0-mae:5149.88965 validation_1-mae:6115.49561 [577] validation_0-mae:5148.11865 validation_1-mae:6115.32031 [578] validation_0-mae:5147.33301 validation_1-mae:6115.56641 [579] validation_0-mae:5146.21289 validation_1-mae:6116.09375 [580] validation_0-mae:5144.36768 validation_1-mae:6115.65332 [581] validation_0-mae:5143.43799 validation_1-mae:6115.19238 [582] validation_0-mae:5141.50684 validation_1-mae:6114.89014 [583] validation_0-mae:5138.73877 validation_1-mae:6114.54834 [584] validation_0-mae:5137.72949 validation_1-mae:6113.93994 [585] validation_0-mae:5136.47852 validation_1-mae:6113.58252 [586] validation_0-mae:5133.68262 validation_1-mae:6112.54395 [587] validation_0-mae:5133.57178 validation_1-mae:6112.63086 [588] validation_0-mae:5132.52539 validation_1-mae:6112.96533 [589] validation_0-mae:5131.47754 validation_1-mae:6112.89062 [590] validation_0-mae:5130.30664 validation_1-mae:6112.38916 [591] validation_0-mae:5129.97900 validation_1-mae:6112.46680 [592] validation_0-mae:5127.00732 validation_1-mae:6111.48193 [593] validation_0-mae:5125.95850 validation_1-mae:6111.54590 [594] validation_0-mae:5125.42871 validation_1-mae:6111.37305 [595] validation_0-mae:5125.09668 validation_1-mae:6111.26611 [596] validation_0-mae:5123.01807 validation_1-mae:6109.34912 [597] validation_0-mae:5121.83154 validation_1-mae:6109.36230 [598] validation_0-mae:5119.37061 validation_1-mae:6109.33252 [599] validation_0-mae:5117.26123 validation_1-mae:6108.25244 [600] validation_0-mae:5115.41162 validation_1-mae:6108.13867 [601] validation_0-mae:5114.42920 validation_1-mae:6107.75928 [602] validation_0-mae:5113.93408 validation_1-mae:6107.97852 [603] validation_0-mae:5112.80664 validation_1-mae:6107.80908 [604] validation_0-mae:5111.25537 validation_1-mae:6108.01172 [605] validation_0-mae:5110.06152 validation_1-mae:6107.95508 [606] validation_0-mae:5109.45508 validation_1-mae:6107.87744 [607] validation_0-mae:5108.42627 validation_1-mae:6108.22607 [608] validation_0-mae:5108.30176 validation_1-mae:6108.28809 [609] validation_0-mae:5106.38770 validation_1-mae:6107.46484 [610] validation_0-mae:5105.28955 validation_1-mae:6107.54150 [611] validation_0-mae:5104.26562 validation_1-mae:6107.14795 [612] validation_0-mae:5101.94971 validation_1-mae:6106.69336 [613] validation_0-mae:5101.02637 validation_1-mae:6106.32666 [614] validation_0-mae:5098.30371 validation_1-mae:6104.81885 [615] validation_0-mae:5094.41064 validation_1-mae:6104.06641 [616] validation_0-mae:5092.95361 validation_1-mae:6104.20947 [617] validation_0-mae:5091.00049 validation_1-mae:6103.59766 [618] validation_0-mae:5089.54150 validation_1-mae:6102.55176 [619] validation_0-mae:5088.08789 validation_1-mae:6102.13037 [620] validation_0-mae:5087.94238 validation_1-mae:6102.22607 [621] validation_0-mae:5087.32471 validation_1-mae:6102.13916 [622] validation_0-mae:5086.96045 validation_1-mae:6102.55713 [623] validation_0-mae:5085.52051 validation_1-mae:6102.01660 [624] validation_0-mae:5083.43848 validation_1-mae:6101.03369 [625] validation_0-mae:5081.12891 validation_1-mae:6100.64404 [626] validation_0-mae:5080.50488 validation_1-mae:6100.76562 [627] validation_0-mae:5078.23096 validation_1-mae:6100.94727 [628] validation_0-mae:5076.39697 validation_1-mae:6100.37353 [629] validation_0-mae:5072.73438 validation_1-mae:6100.24658 [630] validation_0-mae:5070.85645 validation_1-mae:6099.72119 [631] validation_0-mae:5069.48828 validation_1-mae:6099.02051 [632] validation_0-mae:5068.64746 validation_1-mae:6098.98193 [633] validation_0-mae:5066.29932 validation_1-mae:6097.90576 [634] validation_0-mae:5065.72022 validation_1-mae:6097.65332 [635] validation_0-mae:5064.25635 validation_1-mae:6098.00000 [636] validation_0-mae:5063.43213 validation_1-mae:6097.96387 [637] validation_0-mae:5062.40820 validation_1-mae:6098.42822 [638] validation_0-mae:5061.42041 validation_1-mae:6098.53418 [639] validation_0-mae:5059.69727 validation_1-mae:6098.36816 [640] validation_0-mae:5058.67871 validation_1-mae:6098.27393 [641] validation_0-mae:5055.72754 validation_1-mae:6097.66650 [642] validation_0-mae:5054.54199 validation_1-mae:6097.35938 [643] validation_0-mae:5053.75488 validation_1-mae:6097.35059 [644] validation_0-mae:5053.64307 validation_1-mae:6097.36182 [645] validation_0-mae:5053.59912 validation_1-mae:6097.32227 [646] validation_0-mae:5051.85742 validation_1-mae:6096.25635 [647] validation_0-mae:5049.68213 validation_1-mae:6096.45703 [648] validation_0-mae:5048.21191 validation_1-mae:6096.11084 [649] validation_0-mae:5045.84717 validation_1-mae:6096.70850 [650] validation_0-mae:5043.06689 validation_1-mae:6096.36035 [651] validation_0-mae:5039.57666 validation_1-mae:6095.21045 [652] validation_0-mae:5038.07568 validation_1-mae:6094.35889 [653] validation_0-mae:5035.86377 validation_1-mae:6093.74561 [654] validation_0-mae:5035.12744 validation_1-mae:6093.60498 [655] validation_0-mae:5033.79541 validation_1-mae:6092.89111 [656] validation_0-mae:5033.41748 validation_1-mae:6092.93359 [657] validation_0-mae:5032.83545 validation_1-mae:6092.87988 [658] validation_0-mae:5030.00488 validation_1-mae:6092.82520 [659] validation_0-mae:5026.73779 validation_1-mae:6091.62842 [660] validation_0-mae:5025.22119 validation_1-mae:6091.75342 [661] validation_0-mae:5023.97559 validation_1-mae:6091.14502 [662] validation_0-mae:5022.17529 validation_1-mae:6089.97119 [663] validation_0-mae:5021.85596 validation_1-mae:6090.03272 [664] validation_0-mae:5021.07275 validation_1-mae:6089.86475 [665] validation_0-mae:5019.45020 validation_1-mae:6089.84424 [666] validation_0-mae:5018.14746 validation_1-mae:6090.74609 [667] validation_0-mae:5016.74121 validation_1-mae:6090.02588 [668] validation_0-mae:5015.51514 validation_1-mae:6090.04785 [669] validation_0-mae:5013.21338 validation_1-mae:6089.60059 [670] validation_0-mae:5012.03613 validation_1-mae:6089.46094 [671] validation_0-mae:5010.93994 validation_1-mae:6089.28809 [672] validation_0-mae:5009.74170 validation_1-mae:6089.19482 [673] validation_0-mae:5007.50147 validation_1-mae:6088.43457 [674] validation_0-mae:5006.66699 validation_1-mae:6088.24512 [675] validation_0-mae:5003.93457 validation_1-mae:6087.19287 [676] validation_0-mae:5001.72022 validation_1-mae:6086.80762 [677] validation_0-mae:5001.01807 validation_1-mae:6086.73535 [678] validation_0-mae:4999.07324 validation_1-mae:6087.05176 [679] validation_0-mae:4998.16016 validation_1-mae:6087.05957 [680] validation_0-mae:4996.82861 validation_1-mae:6086.57617 [681] validation_0-mae:4994.30713 validation_1-mae:6086.18799 [682] validation_0-mae:4990.60205 validation_1-mae:6085.64746 [683] validation_0-mae:4989.52881 validation_1-mae:6085.01416 [684] validation_0-mae:4988.23877 validation_1-mae:6084.83838 [685] validation_0-mae:4986.50586 validation_1-mae:6084.78613 [686] validation_0-mae:4984.68262 validation_1-mae:6083.82715 [687] validation_0-mae:4981.69824 validation_1-mae:6083.41357 [688] validation_0-mae:4981.15625 validation_1-mae:6083.18652 [689] validation_0-mae:4979.22217 validation_1-mae:6083.00293 [690] validation_0-mae:4979.17236 validation_1-mae:6083.03125 [691] validation_0-mae:4977.34424 validation_1-mae:6082.91113 [692] validation_0-mae:4974.00537 validation_1-mae:6081.58252 [693] validation_0-mae:4972.41162 validation_1-mae:6081.31885 [694] validation_0-mae:4970.80225 validation_1-mae:6081.33984 [695] validation_0-mae:4969.64502 validation_1-mae:6081.15820 [696] validation_0-mae:4969.12451 validation_1-mae:6081.22705 [697] validation_0-mae:4967.17432 validation_1-mae:6080.79688 [698] validation_0-mae:4965.37842 validation_1-mae:6081.23389 [699] validation_0-mae:4964.10693 validation_1-mae:6080.51318 [700] validation_0-mae:4964.01758 validation_1-mae:6080.60498 [701] validation_0-mae:4962.44678 validation_1-mae:6080.32031 [702] validation_0-mae:4961.53320 validation_1-mae:6080.35303 [703] validation_0-mae:4960.79492 validation_1-mae:6080.20947 [704] validation_0-mae:4960.55762 validation_1-mae:6080.15234 [705] validation_0-mae:4960.30322 validation_1-mae:6080.07568 [706] validation_0-mae:4958.76074 validation_1-mae:6079.33252 [707] validation_0-mae:4957.78076 validation_1-mae:6079.18115 [708] validation_0-mae:4955.85840 validation_1-mae:6078.96045 [709] validation_0-mae:4953.87109 validation_1-mae:6079.20850 [710] validation_0-mae:4952.58789 validation_1-mae:6078.65918 [711] validation_0-mae:4950.83154 validation_1-mae:6078.11133 [712] validation_0-mae:4949.72754 validation_1-mae:6078.37988 [713] validation_0-mae:4947.73535 validation_1-mae:6077.74365 [714] validation_0-mae:4946.50488 validation_1-mae:6077.86230 [715] validation_0-mae:4946.05127 validation_1-mae:6077.66016 [716] validation_0-mae:4943.77100 validation_1-mae:6077.74219 [717] validation_0-mae:4941.14160 validation_1-mae:6078.03467 [718] validation_0-mae:4940.47607 validation_1-mae:6077.86279 [719] validation_0-mae:4939.15576 validation_1-mae:6077.88867 [720] validation_0-mae:4938.45068 validation_1-mae:6078.30225 [721] validation_0-mae:4936.94287 validation_1-mae:6078.03125 [722] validation_0-mae:4936.42969 validation_1-mae:6078.09375 [723] validation_0-mae:4935.97510 validation_1-mae:6077.93994 [724] validation_0-mae:4934.83643 validation_1-mae:6077.72803 [725] validation_0-mae:4933.08154 validation_1-mae:6077.80273 [726] validation_0-mae:4932.71338 validation_1-mae:6077.98633 [727] validation_0-mae:4932.45312 validation_1-mae:6078.02490 [728] validation_0-mae:4930.12256 validation_1-mae:6077.94092 [729] validation_0-mae:4928.90820 validation_1-mae:6077.65332 [730] validation_0-mae:4927.58691 validation_1-mae:6077.51758 [731] validation_0-mae:4924.96240 validation_1-mae:6076.10059 [732] validation_0-mae:4922.73340 validation_1-mae:6075.64307 [733] validation_0-mae:4922.42529 validation_1-mae:6075.69141 [734] validation_0-mae:4920.42676 validation_1-mae:6075.52002 [735] validation_0-mae:4919.77686 validation_1-mae:6075.49365 [736] validation_0-mae:4917.89404 validation_1-mae:6074.59326 [737] validation_0-mae:4916.85645 validation_1-mae:6074.63672 [738] validation_0-mae:4915.94189 validation_1-mae:6074.80762 [739] validation_0-mae:4914.44043 validation_1-mae:6074.35840 [740] validation_0-mae:4913.69238 validation_1-mae:6074.31201 [741] validation_0-mae:4912.51514 validation_1-mae:6074.72510 [742] validation_0-mae:4911.70117 validation_1-mae:6075.16504 [743] validation_0-mae:4909.85986 validation_1-mae:6074.71338 [744] validation_0-mae:4909.34277 validation_1-mae:6074.86182 [745] validation_0-mae:4906.19775 validation_1-mae:6075.78369 [746] validation_0-mae:4905.42725 validation_1-mae:6075.69629 [747] validation_0-mae:4903.35400 validation_1-mae:6074.99463 [748] validation_0-mae:4901.27246 validation_1-mae:6074.25000 [749] validation_0-mae:4900.23486 validation_1-mae:6074.45264 [750] validation_0-mae:4898.61963 validation_1-mae:6073.96777 [751] validation_0-mae:4896.51074 validation_1-mae:6073.09668 [752] validation_0-mae:4894.94531 validation_1-mae:6072.70898 [753] validation_0-mae:4894.72314 validation_1-mae:6072.84668 [754] validation_0-mae:4893.82178 validation_1-mae:6073.12158 [755] validation_0-mae:4893.02197 validation_1-mae:6073.75537 [756] validation_0-mae:4890.14453 validation_1-mae:6073.31738 [757] validation_0-mae:4887.63672 validation_1-mae:6072.46338 [758] validation_0-mae:4886.69287 validation_1-mae:6072.33057 [759] validation_0-mae:4885.62061 validation_1-mae:6072.34082 [760] validation_0-mae:4884.90137 validation_1-mae:6072.20020 [761] validation_0-mae:4883.30420 validation_1-mae:6071.65332 [762] validation_0-mae:4881.36133 validation_1-mae:6071.23291 [763] validation_0-mae:4880.93652 validation_1-mae:6071.24023 [764] validation_0-mae:4880.27881 validation_1-mae:6071.00830 [765] validation_0-mae:4878.37109 validation_1-mae:6070.58545 [766] validation_0-mae:4877.53711 validation_1-mae:6070.17969 [767] validation_0-mae:4876.87891 validation_1-mae:6070.06152 [768] validation_0-mae:4876.32422 validation_1-mae:6069.85156 [769] validation_0-mae:4875.43652 validation_1-mae:6070.13281 [770] validation_0-mae:4873.95068 validation_1-mae:6070.67041 [771] validation_0-mae:4871.69678 validation_1-mae:6070.89502 [772] validation_0-mae:4870.45215 validation_1-mae:6070.48682 [773] validation_0-mae:4869.64893 validation_1-mae:6070.64258 [774] validation_0-mae:4867.81250 validation_1-mae:6069.71631 [775] validation_0-mae:4865.91211 validation_1-mae:6069.48682 [776] validation_0-mae:4865.27148 validation_1-mae:6069.34570 [777] validation_0-mae:4864.21143 validation_1-mae:6069.16553 [778] validation_0-mae:4862.01123 validation_1-mae:6068.66162 [779] validation_0-mae:4860.88623 validation_1-mae:6069.15723 [780] validation_0-mae:4860.04102 validation_1-mae:6068.85303 [781] validation_0-mae:4858.56885 validation_1-mae:6068.28320 [782] validation_0-mae:4857.46826 validation_1-mae:6067.94092 [783] validation_0-mae:4854.68701 validation_1-mae:6066.56397 [784] validation_0-mae:4853.60645 validation_1-mae:6066.79346 [785] validation_0-mae:4853.29150 validation_1-mae:6066.84522 [786] validation_0-mae:4852.14844 validation_1-mae:6067.12109 [787] validation_0-mae:4850.46631 validation_1-mae:6066.44775 [788] validation_0-mae:4849.89404 validation_1-mae:6066.70996 [789] validation_0-mae:4848.85303 validation_1-mae:6066.54053 [790] validation_0-mae:4847.47022 validation_1-mae:6066.23438 [791] validation_0-mae:4844.31006 validation_1-mae:6065.14697 [792] validation_0-mae:4842.78857 validation_1-mae:6063.98682 [793] validation_0-mae:4841.08936 validation_1-mae:6063.26562 [794] validation_0-mae:4838.98633 validation_1-mae:6063.30566 [795] validation_0-mae:4838.72998 validation_1-mae:6063.18897 [796] validation_0-mae:4837.13623 validation_1-mae:6063.09766 [797] validation_0-mae:4836.40039 validation_1-mae:6063.27734 [798] validation_0-mae:4835.95752 validation_1-mae:6063.26611 [799] validation_0-mae:4834.71240 validation_1-mae:6063.53857 [800] validation_0-mae:4833.04932 validation_1-mae:6063.75732 [801] validation_0-mae:4832.19629 validation_1-mae:6064.07812 [802] validation_0-mae:4830.97266 validation_1-mae:6063.31592 [803] validation_0-mae:4830.01953 validation_1-mae:6063.33984 [804] validation_0-mae:4829.20654 validation_1-mae:6063.60645 [805] validation_0-mae:4828.64111 validation_1-mae:6063.32861 [806] validation_0-mae:4827.75830 validation_1-mae:6063.14404 [807] validation_0-mae:4826.69873 validation_1-mae:6062.87598 [808] validation_0-mae:4825.60254 validation_1-mae:6063.03223 [809] validation_0-mae:4824.50537 validation_1-mae:6062.45703 [810] validation_0-mae:4823.63867 validation_1-mae:6062.31250 [811] validation_0-mae:4822.92383 validation_1-mae:6061.89844 [812] validation_0-mae:4822.73779 validation_1-mae:6061.96289 [813] validation_0-mae:4820.40234 validation_1-mae:6061.41650 [814] validation_0-mae:4820.20801 validation_1-mae:6061.24365 [815] validation_0-mae:4819.74853 validation_1-mae:6060.92969 [816] validation_0-mae:4818.16309 validation_1-mae:6060.54492 [817] validation_0-mae:4817.15918 validation_1-mae:6060.52246 [818] validation_0-mae:4815.83008 validation_1-mae:6059.69580 [819] validation_0-mae:4814.67920 validation_1-mae:6058.91650 [820] validation_0-mae:4811.82520 validation_1-mae:6058.72510 [821] validation_0-mae:4810.43408 validation_1-mae:6058.85205 [822] validation_0-mae:4809.14600 validation_1-mae:6058.50635 [823] validation_0-mae:4806.26562 validation_1-mae:6057.83105 [824] validation_0-mae:4805.18994 validation_1-mae:6057.43164 [825] validation_0-mae:4803.87891 validation_1-mae:6056.93506 [826] validation_0-mae:4802.52197 validation_1-mae:6056.36621 [827] validation_0-mae:4801.69824 validation_1-mae:6055.70654 [828] validation_0-mae:4799.24512 validation_1-mae:6055.75049 [829] validation_0-mae:4798.14453 validation_1-mae:6055.53955 [830] validation_0-mae:4795.42676 validation_1-mae:6055.16357 [831] validation_0-mae:4793.78418 validation_1-mae:6055.66602 [832] validation_0-mae:4790.97266 validation_1-mae:6054.39404 [833] validation_0-mae:4787.78418 validation_1-mae:6053.20361 [834] validation_0-mae:4786.49170 validation_1-mae:6052.96973 [835] validation_0-mae:4784.90186 validation_1-mae:6053.20215 [836] validation_0-mae:4783.62402 validation_1-mae:6052.37988 [837] validation_0-mae:4782.56348 validation_1-mae:6052.54346 [838] validation_0-mae:4781.10156 validation_1-mae:6052.80322 [839] validation_0-mae:4779.63086 validation_1-mae:6052.89697 [840] validation_0-mae:4778.70752 validation_1-mae:6053.40234 [841] validation_0-mae:4778.38672 validation_1-mae:6053.27832 [842] validation_0-mae:4777.68164 validation_1-mae:6053.26562 [843] validation_0-mae:4777.17139 validation_1-mae:6053.44531 [844] validation_0-mae:4775.79785 validation_1-mae:6053.44971 [845] validation_0-mae:4772.90381 validation_1-mae:6051.61719 [846] validation_0-mae:4772.23877 validation_1-mae:6051.80078 [847] validation_0-mae:4769.43848 validation_1-mae:6051.68018 [848] validation_0-mae:4768.75000 validation_1-mae:6051.45020 [849] validation_0-mae:4768.21875 validation_1-mae:6051.17627 [850] validation_0-mae:4767.47168 validation_1-mae:6051.22461 [851] validation_0-mae:4766.67676 validation_1-mae:6050.82666 [852] validation_0-mae:4765.22803 validation_1-mae:6050.55469 [853] validation_0-mae:4763.58203 validation_1-mae:6050.78027 [854] validation_0-mae:4762.38135 validation_1-mae:6050.14111 [855] validation_0-mae:4761.32422 validation_1-mae:6050.16309 [856] validation_0-mae:4760.11426 validation_1-mae:6049.96045 [857] validation_0-mae:4759.69531 validation_1-mae:6049.77490 [858] validation_0-mae:4758.91650 validation_1-mae:6049.63672 [859] validation_0-mae:4757.61768 validation_1-mae:6049.49707 [860] validation_0-mae:4757.51660 validation_1-mae:6049.61865 [861] validation_0-mae:4756.07178 validation_1-mae:6049.52637 [862] validation_0-mae:4753.98584 validation_1-mae:6049.33105 [863] validation_0-mae:4751.86816 validation_1-mae:6048.95703 [864] validation_0-mae:4751.27539 validation_1-mae:6048.92236 [865] validation_0-mae:4750.41016 validation_1-mae:6049.26367 [866] validation_0-mae:4750.33545 validation_1-mae:6049.33936 [867] validation_0-mae:4748.65478 validation_1-mae:6048.99414 [868] validation_0-mae:4747.27978 validation_1-mae:6048.15088 [869] validation_0-mae:4746.90088 validation_1-mae:6048.07373 [870] validation_0-mae:4746.67090 validation_1-mae:6048.11572 [871] validation_0-mae:4746.49219 validation_1-mae:6048.04883 [872] validation_0-mae:4745.77051 validation_1-mae:6048.47949 [873] validation_0-mae:4743.92041 validation_1-mae:6048.91650 [874] validation_0-mae:4743.55566 validation_1-mae:6048.89355 [875] validation_0-mae:4742.47656 validation_1-mae:6048.80957 [876] validation_0-mae:4741.27441 validation_1-mae:6048.76709 [877] validation_0-mae:4740.48438 validation_1-mae:6048.96143 [878] validation_0-mae:4739.45361 validation_1-mae:6048.97217 [879] validation_0-mae:4736.44482 validation_1-mae:6047.75244 [880] validation_0-mae:4734.21240 validation_1-mae:6047.81934 [881] validation_0-mae:4732.17725 validation_1-mae:6048.14160 [882] validation_0-mae:4730.25732 validation_1-mae:6048.66211 [883] validation_0-mae:4728.22803 validation_1-mae:6047.96338 [884] validation_0-mae:4727.11035 validation_1-mae:6047.62012 [885] validation_0-mae:4726.20215 validation_1-mae:6047.32617 [886] validation_0-mae:4724.90527 validation_1-mae:6047.40918 [887] validation_0-mae:4724.52441 validation_1-mae:6047.35791 [888] validation_0-mae:4722.24707 validation_1-mae:6046.93408 [889] validation_0-mae:4721.55566 validation_1-mae:6047.13916 [890] validation_0-mae:4720.76367 validation_1-mae:6046.98584 [891] validation_0-mae:4719.69824 validation_1-mae:6047.53857 [892] validation_0-mae:4719.11865 validation_1-mae:6047.76660 [893] validation_0-mae:4717.40381 validation_1-mae:6048.98193 [894] validation_0-mae:4716.06494 validation_1-mae:6049.59228 [895] validation_0-mae:4714.59473 validation_1-mae:6049.68457 [896] validation_0-mae:4713.84619 validation_1-mae:6049.59228 [897] validation_0-mae:4712.08984 validation_1-mae:6048.85693 [898] validation_0-mae:4710.57861 validation_1-mae:6048.33154 [899] validation_0-mae:4710.26953 validation_1-mae:6048.30908 [900] validation_0-mae:4709.46631 validation_1-mae:6048.98779 [901] validation_0-mae:4709.11621 validation_1-mae:6048.79785 [902] validation_0-mae:4707.59424 validation_1-mae:6048.85693 [903] validation_0-mae:4705.97900 validation_1-mae:6049.10889 [904] validation_0-mae:4704.88721 validation_1-mae:6048.45703 [905] validation_0-mae:4702.84961 validation_1-mae:6047.81299 [906] validation_0-mae:4701.51025 validation_1-mae:6048.27197 [907] validation_0-mae:4700.79736 validation_1-mae:6048.25977 [908] validation_0-mae:4699.20459 validation_1-mae:6048.09228 [909] validation_0-mae:4698.14844 validation_1-mae:6048.15772 [910] validation_0-mae:4696.09912 validation_1-mae:6047.38574 [911] validation_0-mae:4694.42920 validation_1-mae:6046.47119 [912] validation_0-mae:4693.16357 validation_1-mae:6047.12305 [913] validation_0-mae:4691.34424 validation_1-mae:6047.11328 [914] validation_0-mae:4689.30078 validation_1-mae:6046.65869 [915] validation_0-mae:4687.33984 validation_1-mae:6047.12109 [916] validation_0-mae:4686.28027 validation_1-mae:6047.42236 [917] validation_0-mae:4683.36963 validation_1-mae:6046.38379 [918] validation_0-mae:4681.11719 validation_1-mae:6046.70703 [919] validation_0-mae:4680.04639 validation_1-mae:6046.60059 [920] validation_0-mae:4678.74365 validation_1-mae:6046.10156 [921] validation_0-mae:4677.81836 validation_1-mae:6046.05273 [922] validation_0-mae:4677.43164 validation_1-mae:6046.25342 [923] validation_0-mae:4676.33838 validation_1-mae:6045.81836 [924] validation_0-mae:4675.22705 validation_1-mae:6045.48438 [925] validation_0-mae:4674.19580 validation_1-mae:6045.14893 [926] validation_0-mae:4673.36719 validation_1-mae:6045.42578 [927] validation_0-mae:4672.41162 validation_1-mae:6045.29736 [928] validation_0-mae:4671.40527 validation_1-mae:6045.25635 [929] validation_0-mae:4670.67969 validation_1-mae:6045.39795 [930] validation_0-mae:4670.22754 validation_1-mae:6045.57617 [931] validation_0-mae:4669.04443 validation_1-mae:6044.89453 [932] validation_0-mae:4668.62842 validation_1-mae:6044.78760 [933] validation_0-mae:4668.39355 validation_1-mae:6044.70312 [934] validation_0-mae:4667.99414 validation_1-mae:6044.57764 [935] validation_0-mae:4667.52686 validation_1-mae:6044.61816 [936] validation_0-mae:4666.13623 validation_1-mae:6044.46143 [937] validation_0-mae:4664.38330 validation_1-mae:6044.04834 [938] validation_0-mae:4662.39648 validation_1-mae:6044.18262 [939] validation_0-mae:4661.29688 validation_1-mae:6045.15088 [940] validation_0-mae:4661.23389 validation_1-mae:6045.16602 [941] validation_0-mae:4661.00049 validation_1-mae:6045.23096 [942] validation_0-mae:4660.58008 validation_1-mae:6045.00879 [943] validation_0-mae:4659.88574 validation_1-mae:6044.96143 [944] validation_0-mae:4658.60107 validation_1-mae:6043.89014 [945] validation_0-mae:4656.15967 validation_1-mae:6043.14355 [946] validation_0-mae:4655.07422 validation_1-mae:6042.66846 [947] validation_0-mae:4654.53857 validation_1-mae:6042.64844 [948] validation_0-mae:4653.20996 validation_1-mae:6041.85254 [949] validation_0-mae:4652.61182 validation_1-mae:6041.54639 [950] validation_0-mae:4651.28955 validation_1-mae:6041.66260 [951] validation_0-mae:4651.21826 validation_1-mae:6041.70215 [952] validation_0-mae:4649.88477 validation_1-mae:6042.05225 [953] validation_0-mae:4649.36523 validation_1-mae:6041.73682 [954] validation_0-mae:4648.98242 validation_1-mae:6041.73584 [955] validation_0-mae:4648.44678 validation_1-mae:6041.50391 [956] validation_0-mae:4647.54980 validation_1-mae:6041.71094 [957] validation_0-mae:4646.00391 validation_1-mae:6040.65478 [958] validation_0-mae:4645.27588 validation_1-mae:6040.41992 [959] validation_0-mae:4644.48438 validation_1-mae:6040.64648 [960] validation_0-mae:4643.77100 validation_1-mae:6040.58594 [961] validation_0-mae:4641.23291 validation_1-mae:6038.85791 [962] validation_0-mae:4639.78467 validation_1-mae:6038.48486 [963] validation_0-mae:4637.90332 validation_1-mae:6038.59668 [964] validation_0-mae:4636.84033 validation_1-mae:6038.27490 [965] validation_0-mae:4635.66943 validation_1-mae:6038.20068 [966] validation_0-mae:4634.57666 validation_1-mae:6037.92529 [967] validation_0-mae:4632.93262 validation_1-mae:6038.32373 [968] validation_0-mae:4632.82129 validation_1-mae:6038.28955 [969] validation_0-mae:4631.57178 validation_1-mae:6038.39795 [970] validation_0-mae:4630.33496 validation_1-mae:6038.40576 [971] validation_0-mae:4629.93115 validation_1-mae:6038.56836 [972] validation_0-mae:4628.45947 validation_1-mae:6038.46289 [973] validation_0-mae:4627.61377 validation_1-mae:6037.48535 [974] validation_0-mae:4627.22022 validation_1-mae:6037.34424 [975] validation_0-mae:4625.82324 validation_1-mae:6037.93018 [976] validation_0-mae:4625.27100 validation_1-mae:6037.83984 [977] validation_0-mae:4624.30762 validation_1-mae:6038.10498 [978] validation_0-mae:4623.51074 validation_1-mae:6038.17578 [979] validation_0-mae:4622.83789 validation_1-mae:6038.17236 [980] validation_0-mae:4622.30371 validation_1-mae:6038.14404 [981] validation_0-mae:4621.58887 validation_1-mae:6038.20068 [982] validation_0-mae:4620.99609 validation_1-mae:6037.89160 [983] validation_0-mae:4620.74414 validation_1-mae:6038.02832 [984] validation_0-mae:4620.35059 validation_1-mae:6037.98730 [985] validation_0-mae:4620.18750 validation_1-mae:6038.02344 [986] validation_0-mae:4619.29932 validation_1-mae:6037.58838 [987] validation_0-mae:4618.32617 validation_1-mae:6038.50488 [988] validation_0-mae:4617.62451 validation_1-mae:6038.49756 [989] validation_0-mae:4616.11133 validation_1-mae:6038.27002 [990] validation_0-mae:4615.17627 validation_1-mae:6038.26709 [991] validation_0-mae:4614.59375 validation_1-mae:6038.02100 [992] validation_0-mae:4613.47070 validation_1-mae:6038.23340 [993] validation_0-mae:4612.96045 validation_1-mae:6038.11084 [994] validation_0-mae:4612.10938 validation_1-mae:6038.13232 [995] validation_0-mae:4610.63477 validation_1-mae:6037.63525 [996] validation_0-mae:4610.02686 validation_1-mae:6037.65625 [997] validation_0-mae:4608.84668 validation_1-mae:6038.47900 [998] validation_0-mae:4607.32666 validation_1-mae:6038.91895 [999] validation_0-mae:4606.68359 validation_1-mae:6038.81689 [1000] validation_0-mae:4605.68652 validation_1-mae:6038.54932 [1001] validation_0-mae:4604.60254 validation_1-mae:6038.14697 [1002] validation_0-mae:4601.92920 validation_1-mae:6037.14844 [1003] validation_0-mae:4601.37793 validation_1-mae:6037.33105 [1004] validation_0-mae:4601.08887 validation_1-mae:6037.30273 [1005] validation_0-mae:4600.25049 validation_1-mae:6037.21875 [1006] validation_0-mae:4599.62842 validation_1-mae:6037.41016 [1007] validation_0-mae:4598.16260 validation_1-mae:6036.46533 [1008] validation_0-mae:4597.48633 validation_1-mae:6036.18066 [1009] validation_0-mae:4596.40967 validation_1-mae:6036.14600 [1010] validation_0-mae:4595.16309 validation_1-mae:6035.92432 [1011] validation_0-mae:4593.31543 validation_1-mae:6035.92188 [1012] validation_0-mae:4592.63721 validation_1-mae:6035.76123 [1013] validation_0-mae:4591.85547 validation_1-mae:6035.47461 [1014] validation_0-mae:4590.59668 validation_1-mae:6034.82666 [1015] validation_0-mae:4589.88428 validation_1-mae:6034.72070 [1016] validation_0-mae:4589.14111 validation_1-mae:6035.18262 [1017] validation_0-mae:4588.12256 validation_1-mae:6035.54590 [1018] validation_0-mae:4587.05420 validation_1-mae:6035.00049 [1019] validation_0-mae:4586.17480 validation_1-mae:6034.40967 [1020] validation_0-mae:4585.60840 validation_1-mae:6034.36426 [1021] validation_0-mae:4584.48340 validation_1-mae:6034.11182 [1022] validation_0-mae:4583.91553 validation_1-mae:6034.34473 [1023] validation_0-mae:4581.57275 validation_1-mae:6033.30518 [1024] validation_0-mae:4580.73877 validation_1-mae:6033.64600 [1025] validation_0-mae:4579.29199 validation_1-mae:6034.41064 [1026] validation_0-mae:4577.98584 validation_1-mae:6034.53809 [1027] validation_0-mae:4576.90430 validation_1-mae:6034.12647 [1028] validation_0-mae:4576.50928 validation_1-mae:6034.02002 [1029] validation_0-mae:4575.24170 validation_1-mae:6034.33838 [1030] validation_0-mae:4574.32178 validation_1-mae:6033.48877 [1031] validation_0-mae:4573.38574 validation_1-mae:6033.70410 [1032] validation_0-mae:4571.98584 validation_1-mae:6033.44043 [1033] validation_0-mae:4571.47949 validation_1-mae:6033.55762 [1034] validation_0-mae:4571.33643 validation_1-mae:6033.50635 [1035] validation_0-mae:4570.76465 validation_1-mae:6033.30518 [1036] validation_0-mae:4569.82959 validation_1-mae:6033.06397 [1037] validation_0-mae:4568.12207 validation_1-mae:6032.95459 [1038] validation_0-mae:4566.02051 validation_1-mae:6033.14746 [1039] validation_0-mae:4565.35547 validation_1-mae:6033.21289 [1040] validation_0-mae:4564.84228 validation_1-mae:6033.34228 [1041] validation_0-mae:4563.90088 validation_1-mae:6033.69922 [1042] validation_0-mae:4563.10596 validation_1-mae:6033.09814 [1043] validation_0-mae:4562.13281 validation_1-mae:6033.21533 [1044] validation_0-mae:4561.36816 validation_1-mae:6032.86279 [1045] validation_0-mae:4560.77051 validation_1-mae:6032.76465 [1046] validation_0-mae:4559.79639 validation_1-mae:6032.69922 [1047] validation_0-mae:4559.07227 validation_1-mae:6032.44775 [1048] validation_0-mae:4557.97754 validation_1-mae:6032.25195 [1049] validation_0-mae:4556.68164 validation_1-mae:6031.89990 [1050] validation_0-mae:4555.62842 validation_1-mae:6031.84277 [1051] validation_0-mae:4553.36182 validation_1-mae:6031.53272 [1052] validation_0-mae:4552.53516 validation_1-mae:6031.71533 [1053] validation_0-mae:4551.27100 validation_1-mae:6031.99561 [1054] validation_0-mae:4550.46973 validation_1-mae:6032.12353 [1055] validation_0-mae:4549.79785 validation_1-mae:6031.90039 [1056] validation_0-mae:4548.13428 validation_1-mae:6031.98682 [1057] validation_0-mae:4548.02100 validation_1-mae:6031.98926 [1058] validation_0-mae:4547.70508 validation_1-mae:6032.19531 [1059] validation_0-mae:4546.89502 validation_1-mae:6032.21240 [1060] validation_0-mae:4544.94434 validation_1-mae:6032.46582 [1061] validation_0-mae:4544.01562 validation_1-mae:6032.62793 [1062] validation_0-mae:4543.63428 validation_1-mae:6032.81787 [1063] validation_0-mae:4542.78125 validation_1-mae:6032.48389 [1064] validation_0-mae:4541.49902 validation_1-mae:6032.65918 [1065] validation_0-mae:4541.32129 validation_1-mae:6032.47510 [1066] validation_0-mae:4539.80811 validation_1-mae:6032.85596 [1067] validation_0-mae:4537.18994 validation_1-mae:6032.74561 [1068] validation_0-mae:4535.89502 validation_1-mae:6032.83350 [1069] validation_0-mae:4534.46631 validation_1-mae:6032.98926 [1070] validation_0-mae:4533.75537 validation_1-mae:6033.35791 [1071] validation_0-mae:4533.07373 validation_1-mae:6033.30322 [1072] validation_0-mae:4532.01953 validation_1-mae:6033.11084 [1073] validation_0-mae:4530.75537 validation_1-mae:6032.54297 [1074] validation_0-mae:4530.07324 validation_1-mae:6032.65088 [1075] validation_0-mae:4529.96582 validation_1-mae:6032.57861 [1076] validation_0-mae:4529.92139 validation_1-mae:6032.62500 [1077] validation_0-mae:4529.47168 validation_1-mae:6032.87500 [1078] validation_0-mae:4527.29248 validation_1-mae:6032.33887 [1079] validation_0-mae:4526.23047 validation_1-mae:6032.50439 [1080] validation_0-mae:4525.07910 validation_1-mae:6032.37988 [1081] validation_0-mae:4524.28320 validation_1-mae:6032.22949 [1082] validation_0-mae:4523.16797 validation_1-mae:6032.35107 [1083] validation_0-mae:4522.55664 validation_1-mae:6032.26025 [1084] validation_0-mae:4521.67041 validation_1-mae:6032.33008 [1085] validation_0-mae:4521.28711 validation_1-mae:6032.41113 [1086] validation_0-mae:4520.42920 validation_1-mae:6032.49365 [1087] validation_0-mae:4519.74268 validation_1-mae:6032.40723 [1088] validation_0-mae:4519.30762 validation_1-mae:6032.39014 [1089] validation_0-mae:4519.01514 validation_1-mae:6032.37695 [1090] validation_0-mae:4518.29639 validation_1-mae:6033.09912 [1091] validation_0-mae:4517.09863 validation_1-mae:6033.01904 [1092] validation_0-mae:4514.66504 validation_1-mae:6032.44043 [1093] validation_0-mae:4514.29297 validation_1-mae:6032.60986 [1094] validation_0-mae:4513.03955 validation_1-mae:6032.35938 [1095] validation_0-mae:4511.81055 validation_1-mae:6032.43945 [1096] validation_0-mae:4511.17334 validation_1-mae:6032.18311 [1097] validation_0-mae:4509.30469 validation_1-mae:6032.19238 [1098] validation_0-mae:4508.45215 validation_1-mae:6031.97852 [1099] validation_0-mae:4507.41260 validation_1-mae:6031.76270 [1100] validation_0-mae:4506.01904 validation_1-mae:6032.18555 [1101] validation_0-mae:4505.65381 validation_1-mae:6032.27246 [1102] validation_0-mae:4503.61523 validation_1-mae:6032.35889 [1103] validation_0-mae:4503.14453 validation_1-mae:6032.59277 [1104] validation_0-mae:4502.09277 validation_1-mae:6032.07178 [1105] validation_0-mae:4499.93311 validation_1-mae:6031.20850 [1106] validation_0-mae:4497.66504 validation_1-mae:6030.30029 [1107] validation_0-mae:4496.16943 validation_1-mae:6030.37451 [1108] validation_0-mae:4496.12109 validation_1-mae:6030.43506 [1109] validation_0-mae:4495.75000 validation_1-mae:6030.61621 [1110] validation_0-mae:4494.84863 validation_1-mae:6030.73193 [1111] validation_0-mae:4493.85645 validation_1-mae:6030.48779 [1112] validation_0-mae:4493.45801 validation_1-mae:6030.51709 [1113] validation_0-mae:4492.46875 validation_1-mae:6029.97070 [1114] validation_0-mae:4490.15625 validation_1-mae:6029.92773 [1115] validation_0-mae:4488.43848 validation_1-mae:6030.61963 [1116] validation_0-mae:4487.10059 validation_1-mae:6030.47461 [1117] validation_0-mae:4485.73242 validation_1-mae:6030.61963 [1118] validation_0-mae:4484.95312 validation_1-mae:6030.66064 [1119] validation_0-mae:4484.19824 validation_1-mae:6030.48291 [1120] validation_0-mae:4481.86230 validation_1-mae:6031.23682 [1121] validation_0-mae:4480.80811 validation_1-mae:6030.75000 [1122] validation_0-mae:4479.32715 validation_1-mae:6031.19531 [1123] validation_0-mae:4478.67871 validation_1-mae:6031.22168 [1124] validation_0-mae:4477.25439 validation_1-mae:6030.47607 [1125] validation_0-mae:4475.82959 validation_1-mae:6029.38037 [1126] validation_0-mae:4475.52637 validation_1-mae:6029.42822 [1127] validation_0-mae:4474.29639 validation_1-mae:6029.43603 [1128] validation_0-mae:4472.96533 validation_1-mae:6029.30127 [1129] validation_0-mae:4471.42285 validation_1-mae:6028.76416 [1130] validation_0-mae:4470.13330 validation_1-mae:6028.55273 [1131] validation_0-mae:4469.30713 validation_1-mae:6028.69141 [1132] validation_0-mae:4467.19971 validation_1-mae:6028.83447 [1133] validation_0-mae:4465.32324 validation_1-mae:6029.13574 [1134] validation_0-mae:4463.61572 validation_1-mae:6028.91064 [1135] validation_0-mae:4462.25391 validation_1-mae:6028.98438 [1136] validation_0-mae:4461.79883 validation_1-mae:6028.83936 [1137] validation_0-mae:4460.63867 validation_1-mae:6028.99658 [1138] validation_0-mae:4460.06055 validation_1-mae:6029.05957 [1139] validation_0-mae:4458.23389 validation_1-mae:6028.88525 [1140] validation_0-mae:4456.58789 validation_1-mae:6027.96436 [1141] validation_0-mae:4455.60693 validation_1-mae:6027.86621 [1142] validation_0-mae:4454.31934 validation_1-mae:6027.61279 [1143] validation_0-mae:4453.11865 validation_1-mae:6028.36377 [1144] validation_0-mae:4452.28076 validation_1-mae:6028.20020 [1145] validation_0-mae:4451.44336 validation_1-mae:6028.17236 [1146] validation_0-mae:4449.55957 validation_1-mae:6028.25537 [1147] validation_0-mae:4447.52930 validation_1-mae:6028.53564 [1148] validation_0-mae:4445.82910 validation_1-mae:6028.90674 [1149] validation_0-mae:4444.95117 validation_1-mae:6029.06836 [1150] validation_0-mae:4444.31348 validation_1-mae:6029.24756 [1151] validation_0-mae:4443.23779 validation_1-mae:6029.61621 [1152] validation_0-mae:4443.20605 validation_1-mae:6029.67236 [1153] validation_0-mae:4442.32422 validation_1-mae:6029.60938 [1154] validation_0-mae:4441.32373 validation_1-mae:6029.41748 [1155] validation_0-mae:4440.81641 validation_1-mae:6029.44775 [1156] validation_0-mae:4439.17480 validation_1-mae:6029.05176 [1157] validation_0-mae:4437.38525 validation_1-mae:6029.30029 [1158] validation_0-mae:4436.05029 validation_1-mae:6028.92529 [1159] validation_0-mae:4434.23242 validation_1-mae:6028.30908 [1160] validation_0-mae:4433.04004 validation_1-mae:6028.34619 [1161] validation_0-mae:4431.58496 validation_1-mae:6027.34326 [1162] validation_0-mae:4430.22510 validation_1-mae:6026.63379 [1163] validation_0-mae:4429.28711 validation_1-mae:6026.73535 [1164] validation_0-mae:4427.40723 validation_1-mae:6026.54639 [1165] validation_0-mae:4426.41992 validation_1-mae:6026.21728 [1166] validation_0-mae:4425.02441 validation_1-mae:6025.83496 [1167] validation_0-mae:4424.14014 validation_1-mae:6025.79150 [1168] validation_0-mae:4423.74707 validation_1-mae:6025.92188 [1169] validation_0-mae:4422.91016 validation_1-mae:6026.15430 [1170] validation_0-mae:4422.29688 validation_1-mae:6026.29492 [1171] validation_0-mae:4421.11230 validation_1-mae:6025.99414 [1172] validation_0-mae:4419.94141 validation_1-mae:6027.10010 [1173] validation_0-mae:4418.93457 validation_1-mae:6027.25488 [1174] validation_0-mae:4418.19580 validation_1-mae:6027.17676 [1175] validation_0-mae:4416.96680 validation_1-mae:6027.07422 [1176] validation_0-mae:4416.46094 validation_1-mae:6027.33789 [1177] validation_0-mae:4415.82959 validation_1-mae:6027.19385 [1178] validation_0-mae:4415.08301 validation_1-mae:6027.05566 [1179] validation_0-mae:4414.03174 validation_1-mae:6027.10742 [1180] validation_0-mae:4413.10938 validation_1-mae:6027.57520 [1181] validation_0-mae:4412.10303 validation_1-mae:6027.50098 [1182] validation_0-mae:4411.12109 validation_1-mae:6027.70117 [1183] validation_0-mae:4410.57178 validation_1-mae:6028.10938 [1184] validation_0-mae:4409.60303 validation_1-mae:6028.19238 [1185] validation_0-mae:4408.60303 validation_1-mae:6028.02588 [1186] validation_0-mae:4407.50635 validation_1-mae:6028.37842 [1187] validation_0-mae:4406.41260 validation_1-mae:6027.92285 [1188] validation_0-mae:4404.79541 validation_1-mae:6027.62793 [1189] validation_0-mae:4403.93457 validation_1-mae:6027.04004 [1190] validation_0-mae:4402.46631 validation_1-mae:6026.52539 [1191] validation_0-mae:4401.51709 validation_1-mae:6026.27539 [1192] validation_0-mae:4399.97705 validation_1-mae:6025.72754 [1193] validation_0-mae:4398.85205 validation_1-mae:6025.71777 [1194] validation_0-mae:4398.09473 validation_1-mae:6025.75000 [1195] validation_0-mae:4396.75195 validation_1-mae:6025.24121 [1196] validation_0-mae:4396.15967 validation_1-mae:6025.28857 [1197] validation_0-mae:4395.04932 validation_1-mae:6025.48730 [1198] validation_0-mae:4394.20605 validation_1-mae:6025.20850 [1199] validation_0-mae:4393.47363 validation_1-mae:6025.19678 [1200] validation_0-mae:4392.42139 validation_1-mae:6024.87598 [1201] validation_0-mae:4391.27393 validation_1-mae:6024.74805 [1202] validation_0-mae:4389.06103 validation_1-mae:6024.37549 [1203] validation_0-mae:4387.09522 validation_1-mae:6023.93115 [1204] validation_0-mae:4386.40478 validation_1-mae:6023.59814 [1205] validation_0-mae:4385.43994 validation_1-mae:6023.36133 [1206] validation_0-mae:4384.43555 validation_1-mae:6023.05225 [1207] validation_0-mae:4383.80811 validation_1-mae:6023.23438 [1208] validation_0-mae:4382.41895 validation_1-mae:6022.78174 [1209] validation_0-mae:4380.93457 validation_1-mae:6023.54443 [1210] validation_0-mae:4379.77930 validation_1-mae:6023.15918 [1211] validation_0-mae:4378.34180 validation_1-mae:6023.23730 [1212] validation_0-mae:4377.70947 validation_1-mae:6023.12598 [1213] validation_0-mae:4376.78369 validation_1-mae:6022.95117 [1214] validation_0-mae:4375.46484 validation_1-mae:6023.43652 [1215] validation_0-mae:4373.64404 validation_1-mae:6023.97461 [1216] validation_0-mae:4372.81836 validation_1-mae:6023.68018 [1217] validation_0-mae:4372.07178 validation_1-mae:6023.58057 [1218] validation_0-mae:4370.55664 validation_1-mae:6023.24512 [1219] validation_0-mae:4369.55225 validation_1-mae:6023.30713 [1220] validation_0-mae:4367.87744 validation_1-mae:6022.74902 [1221] validation_0-mae:4367.01025 validation_1-mae:6022.87353 [1222] validation_0-mae:4366.44043 validation_1-mae:6023.00244 [1223] validation_0-mae:4365.97510 validation_1-mae:6023.17383 [1224] validation_0-mae:4364.85156 validation_1-mae:6023.19971 [1225] validation_0-mae:4364.32520 validation_1-mae:6023.24756 [1226] validation_0-mae:4363.11133 validation_1-mae:6023.53564 [1227] validation_0-mae:4362.16211 validation_1-mae:6022.79492 [1228] validation_0-mae:4361.58105 validation_1-mae:6022.69580 [1229] validation_0-mae:4360.39502 validation_1-mae:6022.86035 [1230] validation_0-mae:4360.14600 validation_1-mae:6022.93213 [1231] validation_0-mae:4360.07275 validation_1-mae:6022.98779 [1232] validation_0-mae:4358.87744 validation_1-mae:6022.89551 [1233] validation_0-mae:4357.69434 validation_1-mae:6023.31152 [1234] validation_0-mae:4356.64062 validation_1-mae:6023.40918 [1235] validation_0-mae:4355.69775 validation_1-mae:6023.83740 [1236] validation_0-mae:4355.08838 validation_1-mae:6023.61377 [1237] validation_0-mae:4354.78223 validation_1-mae:6023.67188 [1238] validation_0-mae:4354.54639 validation_1-mae:6023.74463 [1239] validation_0-mae:4353.34033 validation_1-mae:6023.37207 [1240] validation_0-mae:4351.13672 validation_1-mae:6023.42871 [1241] validation_0-mae:4350.57471 validation_1-mae:6023.51953 [1242] validation_0-mae:4349.91211 validation_1-mae:6023.49023 [1243] validation_0-mae:4349.03076 validation_1-mae:6023.72607 [1244] validation_0-mae:4347.99609 validation_1-mae:6023.79541 [1245] validation_0-mae:4346.82227 validation_1-mae:6024.23877 [1246] validation_0-mae:4346.64453 validation_1-mae:6024.09912 [1247] validation_0-mae:4346.02978 validation_1-mae:6023.97998 [1248] validation_0-mae:4345.99023 validation_1-mae:6023.83350 [1249] validation_0-mae:4345.01270 validation_1-mae:6023.51514 [1250] validation_0-mae:4343.46484 validation_1-mae:6022.22412 [1251] validation_0-mae:4342.34228 validation_1-mae:6022.81543 [1252] validation_0-mae:4341.05225 validation_1-mae:6022.28027 [1253] validation_0-mae:4340.45752 validation_1-mae:6022.22314 [1254] validation_0-mae:4340.23828 validation_1-mae:6022.21680 [1255] validation_0-mae:4338.81494 validation_1-mae:6021.78516 [1256] validation_0-mae:4337.46777 validation_1-mae:6021.70801 [1257] validation_0-mae:4335.45020 validation_1-mae:6021.08984 [1258] validation_0-mae:4334.60742 validation_1-mae:6021.30566 [1259] validation_0-mae:4333.42285 validation_1-mae:6021.14795 [1260] validation_0-mae:4332.24707 validation_1-mae:6020.95020 [1261] validation_0-mae:4331.25977 validation_1-mae:6020.94824 [1262] validation_0-mae:4330.10498 validation_1-mae:6020.63330 [1263] validation_0-mae:4329.56006 validation_1-mae:6020.68457 [1264] validation_0-mae:4328.27881 validation_1-mae:6020.58301 [1265] validation_0-mae:4327.81055 validation_1-mae:6020.22949 [1266] validation_0-mae:4327.10840 validation_1-mae:6020.45361 [1267] validation_0-mae:4326.36084 validation_1-mae:6020.62793 [1268] validation_0-mae:4325.37695 validation_1-mae:6020.30859 [1269] validation_0-mae:4324.98926 validation_1-mae:6020.17871 [1270] validation_0-mae:4324.40869 validation_1-mae:6019.97656 [1271] validation_0-mae:4323.52881 validation_1-mae:6019.35400 [1272] validation_0-mae:4322.94092 validation_1-mae:6019.26904 [1273] validation_0-mae:4322.04932 validation_1-mae:6019.86523 [1274] validation_0-mae:4320.81201 validation_1-mae:6019.25488 [1275] validation_0-mae:4319.26562 validation_1-mae:6018.75977 [1276] validation_0-mae:4318.75098 validation_1-mae:6018.79053 [1277] validation_0-mae:4316.56836 validation_1-mae:6018.95020 [1278] validation_0-mae:4315.77588 validation_1-mae:6019.04980 [1279] validation_0-mae:4315.10791 validation_1-mae:6018.83008 [1280] validation_0-mae:4314.04199 validation_1-mae:6018.65039 [1281] validation_0-mae:4313.48193 validation_1-mae:6018.50879 [1282] validation_0-mae:4313.02490 validation_1-mae:6018.30176 [1283] validation_0-mae:4312.83984 validation_1-mae:6018.28760 [1284] validation_0-mae:4311.78516 validation_1-mae:6018.05957 [1285] validation_0-mae:4310.77393 validation_1-mae:6018.09375 [1286] validation_0-mae:4310.14746 validation_1-mae:6017.91162 [1287] validation_0-mae:4309.84326 validation_1-mae:6017.97998 [1288] validation_0-mae:4309.71680 validation_1-mae:6017.87647 [1289] validation_0-mae:4309.21143 validation_1-mae:6018.10352 [1290] validation_0-mae:4308.29492 validation_1-mae:6018.02832 [1291] validation_0-mae:4307.18506 validation_1-mae:6017.89209 [1292] validation_0-mae:4306.61768 validation_1-mae:6018.01660 [1293] validation_0-mae:4306.30176 validation_1-mae:6017.75977 [1294] validation_0-mae:4305.37842 validation_1-mae:6017.93799 [1295] validation_0-mae:4305.00195 validation_1-mae:6018.01416 [1296] validation_0-mae:4304.88525 validation_1-mae:6017.97852 [1297] validation_0-mae:4304.21777 validation_1-mae:6017.53955 [1298] validation_0-mae:4303.48682 validation_1-mae:6017.66553 [1299] validation_0-mae:4302.19287 validation_1-mae:6017.57471 [1300] validation_0-mae:4301.22266 validation_1-mae:6017.60254 [1301] validation_0-mae:4299.99707 validation_1-mae:6017.89355 [1302] validation_0-mae:4299.27930 validation_1-mae:6017.90820 [1303] validation_0-mae:4297.84961 validation_1-mae:6017.56445 [1304] validation_0-mae:4295.97363 validation_1-mae:6016.64209 [1305] validation_0-mae:4295.33398 validation_1-mae:6016.98438 [1306] validation_0-mae:4294.70361 validation_1-mae:6017.06397 [1307] validation_0-mae:4294.23926 validation_1-mae:6016.79150 [1308] validation_0-mae:4293.60986 validation_1-mae:6016.65332 [1309] validation_0-mae:4292.56006 validation_1-mae:6016.84082 [1310] validation_0-mae:4290.74219 validation_1-mae:6015.70654 [1311] validation_0-mae:4289.69873 validation_1-mae:6015.54150 [1312] validation_0-mae:4288.70703 validation_1-mae:6015.44922 [1313] validation_0-mae:4288.10547 validation_1-mae:6015.51172 [1314] validation_0-mae:4286.21582 validation_1-mae:6015.55420 [1315] validation_0-mae:4285.50391 validation_1-mae:6015.72998 [1316] validation_0-mae:4284.17969 validation_1-mae:6015.32031 [1317] validation_0-mae:4283.69238 validation_1-mae:6015.64746 [1318] validation_0-mae:4283.47656 validation_1-mae:6015.62207 [1319] validation_0-mae:4283.08643 validation_1-mae:6015.61133 [1320] validation_0-mae:4282.85986 validation_1-mae:6015.57422 [1321] validation_0-mae:4282.15186 validation_1-mae:6015.93408 [1322] validation_0-mae:4281.20459 validation_1-mae:6015.88037 [1323] validation_0-mae:4280.23438 validation_1-mae:6016.06543 [1324] validation_0-mae:4279.16406 validation_1-mae:6015.79248 [1325] validation_0-mae:4278.53906 validation_1-mae:6015.59522 [1326] validation_0-mae:4278.18799 validation_1-mae:6015.72070 [1327] validation_0-mae:4277.70020 validation_1-mae:6015.56836 [1328] validation_0-mae:4276.45703 validation_1-mae:6015.09326 [1329] validation_0-mae:4275.94531 validation_1-mae:6014.89453 [1330] validation_0-mae:4275.00586 validation_1-mae:6014.17041 [1331] validation_0-mae:4274.17236 validation_1-mae:6014.06250 [1332] validation_0-mae:4273.52588 validation_1-mae:6014.44629 [1333] validation_0-mae:4272.72119 validation_1-mae:6014.28467 [1334] validation_0-mae:4271.99512 validation_1-mae:6014.43457 [1335] validation_0-mae:4271.14990 validation_1-mae:6014.45166 [1336] validation_0-mae:4270.23291 validation_1-mae:6015.20312 [1337] validation_0-mae:4269.35742 validation_1-mae:6015.01465 [1338] validation_0-mae:4267.50391 validation_1-mae:6014.58008 [1339] validation_0-mae:4266.07129 validation_1-mae:6014.46728 [1340] validation_0-mae:4264.71045 validation_1-mae:6014.36279 [1341] validation_0-mae:4264.05371 validation_1-mae:6014.56152 [1342] validation_0-mae:4263.10449 validation_1-mae:6014.03516 [1343] validation_0-mae:4261.91797 validation_1-mae:6014.01904 [1344] validation_0-mae:4260.66748 validation_1-mae:6013.87158 [1345] validation_0-mae:4259.30957 validation_1-mae:6014.09326 [1346] validation_0-mae:4258.02637 validation_1-mae:6014.05225 [1347] validation_0-mae:4257.61523 validation_1-mae:6014.26807 [1348] validation_0-mae:4256.62695 validation_1-mae:6014.25879 [1349] validation_0-mae:4256.22363 validation_1-mae:6014.52344 [1350] validation_0-mae:4255.69678 validation_1-mae:6014.66895 [1351] validation_0-mae:4254.96533 validation_1-mae:6015.11084 [1352] validation_0-mae:4254.80078 validation_1-mae:6015.15186 [1353] validation_0-mae:4254.15283 validation_1-mae:6015.41064 [1354] validation_0-mae:4253.29883 validation_1-mae:6015.20361 [1355] validation_0-mae:4252.80273 validation_1-mae:6015.12451 [1356] validation_0-mae:4252.34424 validation_1-mae:6015.36523 [1357] validation_0-mae:4251.63916 validation_1-mae:6015.21143 [1358] validation_0-mae:4250.41357 validation_1-mae:6015.23779 [1359] validation_0-mae:4249.68652 validation_1-mae:6014.84814 [1360] validation_0-mae:4249.57129 validation_1-mae:6014.90332 [1361] validation_0-mae:4249.39111 validation_1-mae:6014.95752 [1362] validation_0-mae:4248.19678 validation_1-mae:6014.67822 [1363] validation_0-mae:4248.09082 validation_1-mae:6014.75879 [1364] validation_0-mae:4247.33789 validation_1-mae:6014.38379 [1365] validation_0-mae:4246.05957 validation_1-mae:6013.77832 [1366] validation_0-mae:4244.72900 validation_1-mae:6013.30127 [1367] validation_0-mae:4244.18945 validation_1-mae:6013.07080 [1368] validation_0-mae:4242.83350 validation_1-mae:6013.39795 [1369] validation_0-mae:4242.05664 validation_1-mae:6013.30322 [1370] validation_0-mae:4241.56055 validation_1-mae:6013.51465 [1371] validation_0-mae:4240.84766 validation_1-mae:6013.18408 [1372] validation_0-mae:4239.93555 validation_1-mae:6013.57715 [1373] validation_0-mae:4239.43945 validation_1-mae:6013.69092 [1374] validation_0-mae:4238.69336 validation_1-mae:6013.77002 [1375] validation_0-mae:4237.21875 validation_1-mae:6013.13672 [1376] validation_0-mae:4235.88477 validation_1-mae:6013.10840 [1377] validation_0-mae:4234.07178 validation_1-mae:6011.99853 [1378] validation_0-mae:4232.48633 validation_1-mae:6012.65723 [1379] validation_0-mae:4231.89746 validation_1-mae:6012.47168 [1380] validation_0-mae:4231.06348 validation_1-mae:6012.26904 [1381] validation_0-mae:4229.77100 validation_1-mae:6012.59473 [1382] validation_0-mae:4228.26562 validation_1-mae:6012.90576 [1383] validation_0-mae:4226.89355 validation_1-mae:6013.03955 [1384] validation_0-mae:4225.75781 validation_1-mae:6012.34717 [1385] validation_0-mae:4224.88672 validation_1-mae:6012.38379 [1386] validation_0-mae:4223.46973 validation_1-mae:6012.11328 [1387] validation_0-mae:4221.88232 validation_1-mae:6011.05029 [1388] validation_0-mae:4220.55518 validation_1-mae:6010.85352 [1389] validation_0-mae:4219.17432 validation_1-mae:6010.29004 [1390] validation_0-mae:4217.73730 validation_1-mae:6010.52002 [1391] validation_0-mae:4216.46338 validation_1-mae:6010.15527 [1392] validation_0-mae:4215.44336 validation_1-mae:6009.70117 [1393] validation_0-mae:4214.48682 validation_1-mae:6009.86865 [1394] validation_0-mae:4213.27441 validation_1-mae:6009.86084 [1395] validation_0-mae:4211.47998 validation_1-mae:6009.91064 [1396] validation_0-mae:4211.22461 validation_1-mae:6010.06641 [1397] validation_0-mae:4210.08057 validation_1-mae:6010.38525 [1398] validation_0-mae:4209.21924 validation_1-mae:6010.35059 [1399] validation_0-mae:4208.53027 validation_1-mae:6010.44287 [1400] validation_0-mae:4207.49268 validation_1-mae:6010.30859 [1401] validation_0-mae:4207.17334 validation_1-mae:6010.20703 [1402] validation_0-mae:4206.54248 validation_1-mae:6010.33691 [1403] validation_0-mae:4206.01270 validation_1-mae:6010.50537 [1404] validation_0-mae:4205.33691 validation_1-mae:6010.43652 [1405] validation_0-mae:4204.96240 validation_1-mae:6010.45947 [1406] validation_0-mae:4204.28906 validation_1-mae:6010.25781 [1407] validation_0-mae:4203.58643 validation_1-mae:6010.52393 [1408] validation_0-mae:4203.55371 validation_1-mae:6010.56152 [1409] validation_0-mae:4202.27734 validation_1-mae:6010.51318 [1410] validation_0-mae:4200.95068 validation_1-mae:6010.21387 [1411] validation_0-mae:4199.98828 validation_1-mae:6009.95801 [1412] validation_0-mae:4198.71533 validation_1-mae:6009.34619 [1413] validation_0-mae:4198.07373 validation_1-mae:6009.65869 [1414] validation_0-mae:4196.76904 validation_1-mae:6009.63965 [1415] validation_0-mae:4196.13818 validation_1-mae:6009.55469 [1416] validation_0-mae:4195.28809 validation_1-mae:6009.60693 [1417] validation_0-mae:4195.19141 validation_1-mae:6009.53857 [1418] validation_0-mae:4193.98730 validation_1-mae:6008.86719 [1419] validation_0-mae:4193.11768 validation_1-mae:6008.96289 [1420] validation_0-mae:4193.04834 validation_1-mae:6008.93994 [1421] validation_0-mae:4192.61768 validation_1-mae:6009.08936 [1422] validation_0-mae:4192.03076 validation_1-mae:6009.02734 [1423] validation_0-mae:4190.66211 validation_1-mae:6009.19238 [1424] validation_0-mae:4189.55957 validation_1-mae:6009.08057 [1425] validation_0-mae:4188.93555 validation_1-mae:6008.84033 [1426] validation_0-mae:4188.60986 validation_1-mae:6009.18799 [1427] validation_0-mae:4188.59033 validation_1-mae:6009.22705 [1428] validation_0-mae:4188.04834 validation_1-mae:6008.82715 [1429] validation_0-mae:4187.72559 validation_1-mae:6008.85791 [1430] validation_0-mae:4186.69238 validation_1-mae:6008.94531 [1431] validation_0-mae:4186.13330 validation_1-mae:6009.01514 [1432] validation_0-mae:4186.01953 validation_1-mae:6009.04004 [1433] validation_0-mae:4185.87061 validation_1-mae:6009.15869 [1434] validation_0-mae:4185.38721 validation_1-mae:6009.32910 [1435] validation_0-mae:4184.60059 validation_1-mae:6009.05908 [1436] validation_0-mae:4184.15967 validation_1-mae:6009.19971 [1437] validation_0-mae:4183.78418 validation_1-mae:6009.08838 [1438] validation_0-mae:4183.70605 validation_1-mae:6009.12158 [1439] validation_0-mae:4183.17236 validation_1-mae:6009.04395 [1440] validation_0-mae:4181.90527 validation_1-mae:6009.03857 [1441] validation_0-mae:4180.88330 validation_1-mae:6008.79688 [1442] validation_0-mae:4179.83789 validation_1-mae:6008.19727 [1443] validation_0-mae:4179.27148 validation_1-mae:6008.23975 [1444] validation_0-mae:4177.69824 validation_1-mae:6008.30908 [1445] validation_0-mae:4177.19385 validation_1-mae:6008.19824 [1446] validation_0-mae:4177.11914 validation_1-mae:6008.19141 [1447] validation_0-mae:4177.10205 validation_1-mae:6008.21191 [1448] validation_0-mae:4177.06592 validation_1-mae:6008.34912 [1449] validation_0-mae:4176.48975 validation_1-mae:6008.16650 [1450] validation_0-mae:4175.70654 validation_1-mae:6008.36475 [1451] validation_0-mae:4174.54688 validation_1-mae:6007.84375 [1452] validation_0-mae:4172.70947 validation_1-mae:6006.73730 [1453] validation_0-mae:4171.29785 validation_1-mae:6006.87647 [1454] validation_0-mae:4170.13818 validation_1-mae:6006.87647 [1455] validation_0-mae:4169.06006 validation_1-mae:6007.65576 [1456] validation_0-mae:4167.92725 validation_1-mae:6007.55078 [1457] validation_0-mae:4166.53613 validation_1-mae:6006.64160 [1458] validation_0-mae:4165.44824 validation_1-mae:6006.25293 [1459] validation_0-mae:4164.53711 validation_1-mae:6006.07324 [1460] validation_0-mae:4163.10791 validation_1-mae:6006.67578 [1461] validation_0-mae:4161.20996 validation_1-mae:6007.04199 [1462] validation_0-mae:4159.98633 validation_1-mae:6007.88965 [1463] validation_0-mae:4158.89648 validation_1-mae:6007.65869 [1464] validation_0-mae:4157.76758 validation_1-mae:6007.39209 [1465] validation_0-mae:4157.15283 validation_1-mae:6007.14893 [1466] validation_0-mae:4155.84717 validation_1-mae:6007.53760 [1467] validation_0-mae:4155.22022 validation_1-mae:6007.57324 [1468] validation_0-mae:4153.98096 validation_1-mae:6007.90527 [1469] validation_0-mae:4152.25635 validation_1-mae:6008.04004 [1470] validation_0-mae:4151.15772 validation_1-mae:6007.70215 [1471] validation_0-mae:4150.01758 validation_1-mae:6007.59961 [1472] validation_0-mae:4148.35059 validation_1-mae:6006.88086 [1473] validation_0-mae:4146.92725 validation_1-mae:6006.23096 [1474] validation_0-mae:4145.75732 validation_1-mae:6005.99805 [1475] validation_0-mae:4144.73877 validation_1-mae:6006.02246 [1476] validation_0-mae:4143.47559 validation_1-mae:6005.88184 [1477] validation_0-mae:4142.44434 validation_1-mae:6005.54004 [1478] validation_0-mae:4141.64062 validation_1-mae:6005.24561 [1479] validation_0-mae:4140.91797 validation_1-mae:6004.97607 [1480] validation_0-mae:4140.28418 validation_1-mae:6004.77930 [1481] validation_0-mae:4138.95801 validation_1-mae:6004.33301 [1482] validation_0-mae:4138.16895 validation_1-mae:6004.59814 [1483] validation_0-mae:4137.16699 validation_1-mae:6004.39648 [1484] validation_0-mae:4136.33691 validation_1-mae:6004.48730 [1485] validation_0-mae:4135.49561 validation_1-mae:6004.76465 [1486] validation_0-mae:4134.84912 validation_1-mae:6004.90772 [1487] validation_0-mae:4133.96631 validation_1-mae:6004.83350 [1488] validation_0-mae:4132.62353 validation_1-mae:6004.71973 [1489] validation_0-mae:4131.67578 validation_1-mae:6004.94141 [1490] validation_0-mae:4131.25098 validation_1-mae:6004.92236 [1491] validation_0-mae:4131.05078 validation_1-mae:6004.86670 [1492] validation_0-mae:4129.88916 validation_1-mae:6004.50830 [1493] validation_0-mae:4128.72412 validation_1-mae:6004.93311 [1494] validation_0-mae:4127.41309 validation_1-mae:6005.48779 [1495] validation_0-mae:4127.33301 validation_1-mae:6005.60693 [1496] validation_0-mae:4126.46338 validation_1-mae:6005.53076 [1497] validation_0-mae:4125.50586 validation_1-mae:6005.65772 [1498] validation_0-mae:4124.43994 validation_1-mae:6006.27539 [1499] validation_0-mae:4123.52686 validation_1-mae:6006.39746 [1500] validation_0-mae:4122.62109 validation_1-mae:6006.28467 [1501] validation_0-mae:4121.91406 validation_1-mae:6005.94238 [1502] validation_0-mae:4121.22852 validation_1-mae:6005.98242 [1503] validation_0-mae:4120.76855 validation_1-mae:6006.19482 [1504] validation_0-mae:4120.01416 validation_1-mae:6006.23438 [1505] validation_0-mae:4118.15137 validation_1-mae:6005.93359 [1506] validation_0-mae:4117.48779 validation_1-mae:6006.30859 [1507] validation_0-mae:4116.65576 validation_1-mae:6005.87500 [1508] validation_0-mae:4115.55469 validation_1-mae:6006.46436 [1509] validation_0-mae:4114.55273 validation_1-mae:6006.00732 [1510] validation_0-mae:4113.15576 validation_1-mae:6005.44482 [1511] validation_0-mae:4111.95117 validation_1-mae:6005.19482 [1512] validation_0-mae:4111.44238 validation_1-mae:6005.25635 [1513] validation_0-mae:4110.76660 validation_1-mae:6005.46094 [1514] validation_0-mae:4110.45020 validation_1-mae:6005.45312 [1515] validation_0-mae:4109.81592 validation_1-mae:6005.29639 [1516] validation_0-mae:4109.42090 validation_1-mae:6005.35742 [1517] validation_0-mae:4108.93359 validation_1-mae:6005.56397 [1518] validation_0-mae:4108.39844 validation_1-mae:6005.35791 [1519] validation_0-mae:4107.74902 validation_1-mae:6005.49268 [1520] validation_0-mae:4106.96826 validation_1-mae:6005.33154 [1521] validation_0-mae:4106.50635 validation_1-mae:6005.33057 [1522] validation_0-mae:4106.14014 validation_1-mae:6005.20508 [1523] validation_0-mae:4105.24707 validation_1-mae:6005.23145 [1524] validation_0-mae:4104.88965 validation_1-mae:6005.17188 [1525] validation_0-mae:4103.78223 validation_1-mae:6005.35010 [1526] validation_0-mae:4103.25195 validation_1-mae:6005.34131 [1527] validation_0-mae:4102.87061 validation_1-mae:6005.53320 [1528] validation_0-mae:4102.02393 validation_1-mae:6006.14941 [1529] validation_0-mae:4100.58887 validation_1-mae:6006.51660 [1530] validation_0-mae:4100.09522 validation_1-mae:6006.41504 [1531] validation_0-mae:4099.83789 validation_1-mae:6006.38672 [1532] validation_0-mae:4099.19287 validation_1-mae:6006.60352 [1533] validation_0-mae:4098.86572 validation_1-mae:6006.53223 [1534] validation_0-mae:4098.73340 validation_1-mae:6006.62012 [1535] validation_0-mae:4097.57861 validation_1-mae:6006.11816 [1536] validation_0-mae:4096.80713 validation_1-mae:6005.95215 [1537] validation_0-mae:4095.89697 validation_1-mae:6005.65967 [1538] validation_0-mae:4095.28247 validation_1-mae:6005.81299 [1539] validation_0-mae:4094.35425 validation_1-mae:6005.74072 [1540] validation_0-mae:4093.44141 validation_1-mae:6006.64062 [1541] validation_0-mae:4092.72705 validation_1-mae:6006.77734 [1542] validation_0-mae:4092.40430 validation_1-mae:6006.63525 [1543] validation_0-mae:4091.20508 validation_1-mae:6006.54980 [1544] validation_0-mae:4090.32690 validation_1-mae:6006.84375 [1545] validation_0-mae:4089.12769 validation_1-mae:6006.65234 [1546] validation_0-mae:4088.11645 validation_1-mae:6006.88867 [1547] validation_0-mae:4086.50024 validation_1-mae:6006.80029 [1548] validation_0-mae:4085.53589 validation_1-mae:6006.68799 [1549] validation_0-mae:4084.63013 validation_1-mae:6006.85645 [1550] validation_0-mae:4083.66016 validation_1-mae:6006.97998 [1551] validation_0-mae:4082.59424 validation_1-mae:6006.49121 [1552] validation_0-mae:4081.63013 validation_1-mae:6005.52588 [1553] validation_0-mae:4080.62939 validation_1-mae:6005.58984 [1554] validation_0-mae:4080.10767 validation_1-mae:6005.57568 [1555] validation_0-mae:4078.86865 validation_1-mae:6004.78662 [1556] validation_0-mae:4077.97803 validation_1-mae:6004.30713 [1557] validation_0-mae:4076.90771 validation_1-mae:6004.35254 [1558] validation_0-mae:4075.47876 validation_1-mae:6004.64355 [1559] validation_0-mae:4074.57593 validation_1-mae:6004.38818 [1560] validation_0-mae:4072.80395 validation_1-mae:6004.28223 [1561] validation_0-mae:4072.10156 validation_1-mae:6004.40430 [1562] validation_0-mae:4071.45606 validation_1-mae:6004.24316 [1563] validation_0-mae:4070.41553 validation_1-mae:6004.23730 [1564] validation_0-mae:4069.80835 validation_1-mae:6004.16455 [1565] validation_0-mae:4069.10596 validation_1-mae:6004.08936 [1566] validation_0-mae:4067.88989 validation_1-mae:6003.99463 [1567] validation_0-mae:4066.92944 validation_1-mae:6003.77441 [1568] validation_0-mae:4066.01025 validation_1-mae:6003.41357 [1569] validation_0-mae:4064.07031 validation_1-mae:6002.55029 [1570] validation_0-mae:4063.73560 validation_1-mae:6002.61084 [1571] validation_0-mae:4062.55395 validation_1-mae:6002.76318 [1572] validation_0-mae:4062.23804 validation_1-mae:6002.21924 [1573] validation_0-mae:4061.96265 validation_1-mae:6002.22607 [1574] validation_0-mae:4061.86792 validation_1-mae:6002.31494 [1575] validation_0-mae:4061.18091 validation_1-mae:6002.36328 [1576] validation_0-mae:4060.68188 validation_1-mae:6002.19238 [1577] validation_0-mae:4059.81787 validation_1-mae:6002.31250 [1578] validation_0-mae:4058.53027 validation_1-mae:6002.28564 [1579] validation_0-mae:4057.13184 validation_1-mae:6001.96924 [1580] validation_0-mae:4056.13257 validation_1-mae:6001.56885 [1581] validation_0-mae:4054.99878 validation_1-mae:6001.56836 [1582] validation_0-mae:4053.96851 validation_1-mae:6000.86475 [1583] validation_0-mae:4052.89038 validation_1-mae:6000.90234 [1584] validation_0-mae:4052.20166 validation_1-mae:6000.85107 [1585] validation_0-mae:4051.61206 validation_1-mae:6000.58691 [1586] validation_0-mae:4050.75806 validation_1-mae:6000.82031 [1587] validation_0-mae:4049.54102 validation_1-mae:6000.62256 [1588] validation_0-mae:4048.66797 validation_1-mae:6000.56006 [1589] validation_0-mae:4048.02197 validation_1-mae:6000.63379 [1590] validation_0-mae:4047.15601 validation_1-mae:6000.90820 [1591] validation_0-mae:4046.28198 validation_1-mae:6000.48779 [1592] validation_0-mae:4045.61255 validation_1-mae:6000.44678 [1593] validation_0-mae:4045.03906 validation_1-mae:6000.44482 [1594] validation_0-mae:4044.17603 validation_1-mae:6000.69629 [1595] validation_0-mae:4043.56055 validation_1-mae:6000.20264 [1596] validation_0-mae:4042.95532 validation_1-mae:6000.13330 [1597] validation_0-mae:4041.19897 validation_1-mae:5999.94580 [1598] validation_0-mae:4039.96265 validation_1-mae:6000.07812 [1599] validation_0-mae:4039.28369 validation_1-mae:6000.15625 [1600] validation_0-mae:4038.66724 validation_1-mae:5999.85889 [1601] validation_0-mae:4037.48242 validation_1-mae:5999.42480 [1602] validation_0-mae:4036.54492 validation_1-mae:5999.32568 [1603] validation_0-mae:4034.73438 validation_1-mae:5998.98193 [1604] validation_0-mae:4033.88989 validation_1-mae:5998.70801 [1605] validation_0-mae:4032.79175 validation_1-mae:5998.61084 [1606] validation_0-mae:4032.10742 validation_1-mae:5998.33057 [1607] validation_0-mae:4031.28857 validation_1-mae:5998.29590 [1608] validation_0-mae:4030.87720 validation_1-mae:5998.42822 [1609] validation_0-mae:4029.66528 validation_1-mae:5998.52783 [1610] validation_0-mae:4029.19336 validation_1-mae:5998.58838 [1611] validation_0-mae:4028.51685 validation_1-mae:5998.57959 [1612] validation_0-mae:4027.62939 validation_1-mae:5998.23096 [1613] validation_0-mae:4027.18701 validation_1-mae:5998.21973 [1614] validation_0-mae:4026.27686 validation_1-mae:5998.86328 [1615] validation_0-mae:4024.75952 validation_1-mae:5998.40478 [1616] validation_0-mae:4023.97241 validation_1-mae:5998.47363 [1617] validation_0-mae:4023.79346 validation_1-mae:5998.50049 [1618] validation_0-mae:4023.35962 validation_1-mae:5998.58691 [1619] validation_0-mae:4023.09082 validation_1-mae:5998.60205 [1620] validation_0-mae:4022.50659 validation_1-mae:5998.52783 [1621] validation_0-mae:4021.92017 validation_1-mae:5998.65332 [1622] validation_0-mae:4020.67700 validation_1-mae:5998.91016 [1623] validation_0-mae:4018.83911 validation_1-mae:5999.19287 [1624] validation_0-mae:4017.70557 validation_1-mae:5999.33057 [1625] validation_0-mae:4017.17114 validation_1-mae:5999.35938 [1626] validation_0-mae:4016.64404 validation_1-mae:5999.39551 [1627] validation_0-mae:4016.03027 validation_1-mae:5999.08496 [1628] validation_0-mae:4015.49194 validation_1-mae:5999.00537 [1629] validation_0-mae:4014.99365 validation_1-mae:5998.90478 [1630] validation_0-mae:4014.05542 validation_1-mae:5999.00586 [1631] validation_0-mae:4012.18433 validation_1-mae:5998.82080 [1632] validation_0-mae:4011.66016 validation_1-mae:5998.81348 [1633] validation_0-mae:4011.45728 validation_1-mae:5998.76855 [1634] validation_0-mae:4010.38428 validation_1-mae:5998.53467 [1635] validation_0-mae:4010.27368 validation_1-mae:5998.53418 [1636] validation_0-mae:4009.91064 validation_1-mae:5998.47803 [1637] validation_0-mae:4009.14966 validation_1-mae:5998.12647 [1638] validation_0-mae:4008.54004 validation_1-mae:5998.06494 [1639] validation_0-mae:4008.45679 validation_1-mae:5998.16846 [1640] validation_0-mae:4008.07837 validation_1-mae:5998.24219 [1641] validation_0-mae:4007.44019 validation_1-mae:5998.25342 [1642] validation_0-mae:4006.27197 validation_1-mae:5998.82910 [1643] validation_0-mae:4005.69946 validation_1-mae:5998.98730 [1644] validation_0-mae:4004.72852 validation_1-mae:5998.61084 [1645] validation_0-mae:4004.23462 validation_1-mae:5998.77051 [1646] validation_0-mae:4003.42773 validation_1-mae:5999.08447 [1647] validation_0-mae:4002.54443 validation_1-mae:5999.10840 [1648] validation_0-mae:4001.73267 validation_1-mae:5999.13330 [1649] validation_0-mae:4001.44189 validation_1-mae:5999.08350 [1650] validation_0-mae:4000.94189 validation_1-mae:5999.18213 [1651] validation_0-mae:4000.49365 validation_1-mae:5999.44434 [1652] validation_0-mae:3999.86621 validation_1-mae:5999.61035 [1653] validation_0-mae:3998.38599 validation_1-mae:5999.72217 [1654] validation_0-mae:3997.25269 validation_1-mae:5999.70459 [1655] validation_0-mae:3996.44458 validation_1-mae:5999.78809 [1656] validation_0-mae:3995.06812 validation_1-mae:5999.86182 [1657] validation_0-mae:3994.33960 validation_1-mae:5999.94775 [1658] validation_0-mae:3993.41211 validation_1-mae:5999.65723 [1659] validation_0-mae:3992.51099 validation_1-mae:6000.01758 [1660] validation_0-mae:3991.81982 validation_1-mae:6000.07910 [1661] validation_0-mae:3991.33350 validation_1-mae:5999.94775 [1662] validation_0-mae:3990.85938 validation_1-mae:5999.84766 [1663] validation_0-mae:3989.85791 validation_1-mae:5999.91455 [1664] validation_0-mae:3989.08911 validation_1-mae:5999.76953 [1665] validation_0-mae:3988.57007 validation_1-mae:5999.89062 [1666] validation_0-mae:3987.79981 validation_1-mae:5999.68457 [1667] validation_0-mae:3986.76587 validation_1-mae:5999.57666 [1668] validation_0-mae:3986.19482 validation_1-mae:5999.59473 [1669] validation_0-mae:3985.32764 validation_1-mae:5999.53467 [1670] validation_0-mae:3984.43823 validation_1-mae:5999.66357 [1671] validation_0-mae:3983.55542 validation_1-mae:5999.80371 [1672] validation_0-mae:3983.12183 validation_1-mae:5999.73779 [1673] validation_0-mae:3982.11231 validation_1-mae:5999.67529 [1674] validation_0-mae:3981.40552 validation_1-mae:5999.92383 [1675] validation_0-mae:3980.22437 validation_1-mae:6000.59180 [1676] validation_0-mae:3979.49316 validation_1-mae:6000.80127 [1677] validation_0-mae:3979.46118 validation_1-mae:6000.77490 [1678] validation_0-mae:3979.36035 validation_1-mae:6000.82471 [1679] validation_0-mae:3979.30688 validation_1-mae:6000.89160 [1680] validation_0-mae:3979.28125 validation_1-mae:6000.90332 [1681] validation_0-mae:3979.05371 validation_1-mae:6000.89209 [1682] validation_0-mae:3978.57397 validation_1-mae:6001.04443 [1683] validation_0-mae:3978.17456 validation_1-mae:6000.97949 [1684] validation_0-mae:3977.67310 validation_1-mae:6001.20117 [1685] validation_0-mae:3977.12695 validation_1-mae:6001.32617 [1686] validation_0-mae:3976.72461 validation_1-mae:6001.35547 [1687] validation_0-mae:3975.77148 validation_1-mae:6001.17627 [1688] validation_0-mae:3974.87842 validation_1-mae:6001.56006 [1689] validation_0-mae:3974.23413 validation_1-mae:6001.79395 [1690] validation_0-mae:3973.85474 validation_1-mae:6001.59228 [1691] validation_0-mae:3973.48608 validation_1-mae:6001.91553 [1692] validation_0-mae:3972.81567 validation_1-mae:6002.21533 [1693] validation_0-mae:3971.75024 validation_1-mae:6002.37647 [1694] validation_0-mae:3970.85327 validation_1-mae:6002.99853 [1695] validation_0-mae:3970.35376 validation_1-mae:6002.92725 [1696] validation_0-mae:3969.80420 validation_1-mae:6002.85791 [1697] validation_0-mae:3969.05469 validation_1-mae:6002.54736 [1698] validation_0-mae:3968.63428 validation_1-mae:6002.61084 [1699] validation_0-mae:3967.80420 validation_1-mae:6002.37012 Dropping: tdc [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.22852 [7] validation_0-mae:14475.86523 validation_1-mae:14248.05859 [8] validation_0-mae:13346.72363 validation_1-mae:13125.86914 [9] validation_0-mae:12383.51367 validation_1-mae:12166.09082 [10] validation_0-mae:11563.51367 validation_1-mae:11349.96582 [11] validation_0-mae:10874.35449 validation_1-mae:10668.10644 [12] validation_0-mae:10304.22168 validation_1-mae:10106.61426 [13] validation_0-mae:9819.97461 validation_1-mae:9627.01269 [14] validation_0-mae:9418.90527 validation_1-mae:9236.48047 [15] validation_0-mae:9084.41894 validation_1-mae:8909.05273 [16] validation_0-mae:8802.76660 validation_1-mae:8637.64356 [17] validation_0-mae:8567.56836 validation_1-mae:8413.21191 [18] validation_0-mae:8374.73828 validation_1-mae:8225.03418 [19] validation_0-mae:8211.97070 validation_1-mae:8072.09473 [20] validation_0-mae:8069.25439 validation_1-mae:7940.95850 [21] validation_0-mae:7944.89600 validation_1-mae:7833.03906 [22] validation_0-mae:7846.75635 validation_1-mae:7746.87891 [23] validation_0-mae:7760.49268 validation_1-mae:7677.75049 [24] validation_0-mae:7676.77881 validation_1-mae:7599.40381 [25] validation_0-mae:7604.22461 validation_1-mae:7536.08350 [26] validation_0-mae:7548.77930 validation_1-mae:7489.27197 [27] validation_0-mae:7488.50000 validation_1-mae:7435.24121 [28] validation_0-mae:7439.26465 validation_1-mae:7394.15186 [29] validation_0-mae:7397.07129 validation_1-mae:7359.98096 [30] validation_0-mae:7361.33447 validation_1-mae:7329.35156 [31] validation_0-mae:7320.76855 validation_1-mae:7292.81299 [32] validation_0-mae:7292.27344 validation_1-mae:7275.51611 [33] validation_0-mae:7264.06689 validation_1-mae:7254.47461 [34] validation_0-mae:7233.79004 validation_1-mae:7234.51318 [35] validation_0-mae:7202.32031 validation_1-mae:7209.64014 [36] validation_0-mae:7185.08740 validation_1-mae:7196.22461 [37] validation_0-mae:7167.61963 validation_1-mae:7185.79297 [38] validation_0-mae:7142.17969 validation_1-mae:7164.29346 [39] validation_0-mae:7120.81445 validation_1-mae:7147.11084 [40] validation_0-mae:7102.98682 validation_1-mae:7136.74121 [41] validation_0-mae:7086.79443 validation_1-mae:7124.34570 [42] validation_0-mae:7069.74609 validation_1-mae:7113.60400 [43] validation_0-mae:7049.70898 validation_1-mae:7099.79834 [44] validation_0-mae:7033.69287 validation_1-mae:7086.74023 [45] validation_0-mae:7014.76465 validation_1-mae:7073.58154 [46] validation_0-mae:6998.53857 validation_1-mae:7063.40869 [47] validation_0-mae:6975.02393 validation_1-mae:7044.64404 [48] validation_0-mae:6963.79541 validation_1-mae:7035.98291 [49] validation_0-mae:6944.66797 validation_1-mae:7021.56543 [50] validation_0-mae:6920.67480 validation_1-mae:7006.15625 [51] validation_0-mae:6908.85303 validation_1-mae:6996.91504 [52] validation_0-mae:6890.51709 validation_1-mae:6984.97266 [53] validation_0-mae:6871.32324 validation_1-mae:6968.20947 [54] validation_0-mae:6856.89600 validation_1-mae:6955.55420 [55] validation_0-mae:6846.20459 validation_1-mae:6949.11377 [56] validation_0-mae:6826.03027 validation_1-mae:6932.34522 [57] validation_0-mae:6813.08398 validation_1-mae:6923.76904 [58] validation_0-mae:6803.71582 validation_1-mae:6916.99609 [59] validation_0-mae:6786.72754 validation_1-mae:6909.03320 [60] validation_0-mae:6774.04492 validation_1-mae:6898.50195 [61] validation_0-mae:6760.41797 validation_1-mae:6887.76807 [62] validation_0-mae:6749.58691 validation_1-mae:6881.13037 [63] validation_0-mae:6734.16895 validation_1-mae:6868.65283 [64] validation_0-mae:6721.70703 validation_1-mae:6858.20508 [65] validation_0-mae:6710.04395 validation_1-mae:6849.38916 [66] validation_0-mae:6696.66113 validation_1-mae:6835.68701 [67] validation_0-mae:6686.05078 validation_1-mae:6829.96973 [68] validation_0-mae:6675.47510 validation_1-mae:6821.51758 [69] validation_0-mae:6670.55029 validation_1-mae:6818.19434 [70] validation_0-mae:6656.58936 validation_1-mae:6809.04297 [71] validation_0-mae:6645.05859 validation_1-mae:6800.37549 [72] validation_0-mae:6634.14893 validation_1-mae:6795.63330 [73] validation_0-mae:6626.81543 validation_1-mae:6789.24463 [74] validation_0-mae:6615.48486 validation_1-mae:6782.18799 [75] validation_0-mae:6594.62647 validation_1-mae:6763.46826 [76] validation_0-mae:6584.61572 validation_1-mae:6755.74658 [77] validation_0-mae:6580.52246 validation_1-mae:6751.32031 [78] validation_0-mae:6571.61914 validation_1-mae:6743.97119 [79] validation_0-mae:6562.51611 validation_1-mae:6739.19678 [80] validation_0-mae:6553.35840 validation_1-mae:6730.57275 [81] validation_0-mae:6540.77051 validation_1-mae:6722.38037 [82] validation_0-mae:6534.70850 validation_1-mae:6717.90234 [83] validation_0-mae:6526.16943 validation_1-mae:6711.29590 [84] validation_0-mae:6519.55664 validation_1-mae:6708.46924 [85] validation_0-mae:6510.32275 validation_1-mae:6701.77686 [86] validation_0-mae:6502.94092 validation_1-mae:6698.85352 [87] validation_0-mae:6490.16992 validation_1-mae:6688.78564 [88] validation_0-mae:6477.60596 validation_1-mae:6682.92920 [89] validation_0-mae:6471.63135 validation_1-mae:6676.99219 [90] validation_0-mae:6465.46338 validation_1-mae:6673.16895 [91] validation_0-mae:6457.59522 validation_1-mae:6666.20996 [92] validation_0-mae:6450.43164 validation_1-mae:6662.75049 [93] validation_0-mae:6442.52686 validation_1-mae:6659.60547 [94] validation_0-mae:6435.18066 validation_1-mae:6654.26172 [95] validation_0-mae:6427.90039 validation_1-mae:6648.68897 [96] validation_0-mae:6421.48535 validation_1-mae:6644.70605 [97] validation_0-mae:6411.04785 validation_1-mae:6638.34131 [98] validation_0-mae:6403.91064 validation_1-mae:6631.94043 [99] validation_0-mae:6396.84228 validation_1-mae:6627.16260 [100] validation_0-mae:6388.18603 validation_1-mae:6620.19385 [101] validation_0-mae:6385.47559 validation_1-mae:6618.61133 [102] validation_0-mae:6377.70654 validation_1-mae:6615.48633 [103] validation_0-mae:6372.88721 validation_1-mae:6611.00195 [104] validation_0-mae:6367.11963 validation_1-mae:6607.02295 [105] validation_0-mae:6361.61133 validation_1-mae:6602.69971 [106] validation_0-mae:6354.73535 validation_1-mae:6600.02588 [107] validation_0-mae:6351.73486 validation_1-mae:6598.57861 [108] validation_0-mae:6347.29199 validation_1-mae:6595.82910 [109] validation_0-mae:6340.40186 validation_1-mae:6590.89014 [110] validation_0-mae:6332.76660 validation_1-mae:6585.24609 [111] validation_0-mae:6328.40234 validation_1-mae:6583.23193 [112] validation_0-mae:6324.09619 validation_1-mae:6579.22852 [113] validation_0-mae:6317.14746 validation_1-mae:6574.71533 [114] validation_0-mae:6312.28076 validation_1-mae:6571.45264 [115] validation_0-mae:6307.44629 validation_1-mae:6569.66016 [116] validation_0-mae:6303.75098 validation_1-mae:6566.65283 [117] validation_0-mae:6300.46240 validation_1-mae:6565.65820 [118] validation_0-mae:6285.49316 validation_1-mae:6554.25635 [119] validation_0-mae:6280.44287 validation_1-mae:6553.26221 [120] validation_0-mae:6275.94531 validation_1-mae:6551.35059 [121] validation_0-mae:6269.61475 validation_1-mae:6547.81934 [122] validation_0-mae:6265.71728 validation_1-mae:6546.19873 [123] validation_0-mae:6260.69434 validation_1-mae:6542.28125 [124] validation_0-mae:6255.40723 validation_1-mae:6537.86768 [125] validation_0-mae:6252.21533 validation_1-mae:6535.38037 [126] validation_0-mae:6248.73242 validation_1-mae:6532.98389 [127] validation_0-mae:6245.21240 validation_1-mae:6531.66602 [128] validation_0-mae:6239.31397 validation_1-mae:6528.32715 [129] validation_0-mae:6230.73389 validation_1-mae:6521.89062 [130] validation_0-mae:6222.81103 validation_1-mae:6517.76514 [131] validation_0-mae:6215.81250 validation_1-mae:6512.56641 [132] validation_0-mae:6208.52686 validation_1-mae:6505.88428 [133] validation_0-mae:6207.25000 validation_1-mae:6505.35059 [134] validation_0-mae:6200.48145 validation_1-mae:6501.71191 [135] validation_0-mae:6196.98242 validation_1-mae:6500.85498 [136] validation_0-mae:6191.95264 validation_1-mae:6496.63232 [137] validation_0-mae:6185.63721 validation_1-mae:6492.43164 [138] validation_0-mae:6179.22070 validation_1-mae:6487.40625 [139] validation_0-mae:6174.90674 validation_1-mae:6485.97803 [140] validation_0-mae:6170.86084 validation_1-mae:6483.66211 [141] validation_0-mae:6167.00098 validation_1-mae:6480.85107 [142] validation_0-mae:6162.78027 validation_1-mae:6480.06397 [143] validation_0-mae:6159.03955 validation_1-mae:6478.61377 [144] validation_0-mae:6156.55127 validation_1-mae:6477.24316 [145] validation_0-mae:6154.79004 validation_1-mae:6476.03027 [146] validation_0-mae:6150.08594 validation_1-mae:6473.58008 [147] validation_0-mae:6145.03369 validation_1-mae:6471.86377 [148] validation_0-mae:6141.25635 validation_1-mae:6470.55176 [149] validation_0-mae:6133.24219 validation_1-mae:6464.49658 [150] validation_0-mae:6129.84326 validation_1-mae:6462.89941 [151] validation_0-mae:6125.86572 validation_1-mae:6460.58691 [152] validation_0-mae:6117.30566 validation_1-mae:6453.62256 [153] validation_0-mae:6111.80615 validation_1-mae:6450.40723 [154] validation_0-mae:6105.25635 validation_1-mae:6449.04932 [155] validation_0-mae:6100.87012 validation_1-mae:6445.78662 [156] validation_0-mae:6095.81055 validation_1-mae:6443.25879 [157] validation_0-mae:6094.80420 validation_1-mae:6442.13525 [158] validation_0-mae:6091.64258 validation_1-mae:6441.25928 [159] validation_0-mae:6086.85352 validation_1-mae:6437.33057 [160] validation_0-mae:6079.98242 validation_1-mae:6431.90332 [161] validation_0-mae:6076.78516 validation_1-mae:6430.34228 [162] validation_0-mae:6073.68603 validation_1-mae:6429.39111 [163] validation_0-mae:6069.70703 validation_1-mae:6426.78418 [164] validation_0-mae:6066.64600 validation_1-mae:6425.17627 [165] validation_0-mae:6063.58154 validation_1-mae:6425.44629 [166] validation_0-mae:6060.31201 validation_1-mae:6423.82178 [167] validation_0-mae:6057.61572 validation_1-mae:6422.13281 [168] validation_0-mae:6052.45312 validation_1-mae:6420.28711 [169] validation_0-mae:6047.73926 validation_1-mae:6418.51172 [170] validation_0-mae:6045.80615 validation_1-mae:6417.84228 [171] validation_0-mae:6041.22510 validation_1-mae:6418.64697 [172] validation_0-mae:6039.63965 validation_1-mae:6418.47656 [173] validation_0-mae:6036.31836 validation_1-mae:6417.68555 [174] validation_0-mae:6032.70410 validation_1-mae:6415.95020 [175] validation_0-mae:6029.19238 validation_1-mae:6414.69043 [176] validation_0-mae:6025.88672 validation_1-mae:6413.60889 [177] validation_0-mae:6023.56934 validation_1-mae:6412.17041 [178] validation_0-mae:6021.21582 validation_1-mae:6411.04443 [179] validation_0-mae:6018.04834 validation_1-mae:6409.41357 [180] validation_0-mae:6015.53857 validation_1-mae:6407.62207 [181] validation_0-mae:6015.06055 validation_1-mae:6407.47852 [182] validation_0-mae:6008.23633 validation_1-mae:6404.28516 [183] validation_0-mae:5999.70898 validation_1-mae:6399.29834 [184] validation_0-mae:5996.48193 validation_1-mae:6398.22168 [185] validation_0-mae:5991.63135 validation_1-mae:6396.26807 [186] validation_0-mae:5989.04346 validation_1-mae:6396.43701 [187] validation_0-mae:5984.61719 validation_1-mae:6393.80762 [188] validation_0-mae:5980.36475 validation_1-mae:6391.97900 [189] validation_0-mae:5975.98926 validation_1-mae:6388.92041 [190] validation_0-mae:5969.76465 validation_1-mae:6385.84326 [191] validation_0-mae:5966.18164 validation_1-mae:6384.23730 [192] validation_0-mae:5963.09082 validation_1-mae:6383.68603 [193] validation_0-mae:5960.63672 validation_1-mae:6383.05469 [194] validation_0-mae:5959.54102 validation_1-mae:6382.33838 [195] validation_0-mae:5956.40967 validation_1-mae:6381.80518 [196] validation_0-mae:5953.78711 validation_1-mae:6379.82275 [197] validation_0-mae:5951.14551 validation_1-mae:6378.23877 [198] validation_0-mae:5948.77393 validation_1-mae:6376.88916 [199] validation_0-mae:5944.65039 validation_1-mae:6375.82471 [200] validation_0-mae:5942.31055 validation_1-mae:6374.82520 [201] validation_0-mae:5939.12744 validation_1-mae:6373.88477 [202] validation_0-mae:5935.48975 validation_1-mae:6373.33447 [203] validation_0-mae:5933.61426 validation_1-mae:6372.64600 [204] validation_0-mae:5927.83594 validation_1-mae:6370.72900 [205] validation_0-mae:5922.65967 validation_1-mae:6369.68457 [206] validation_0-mae:5918.70752 validation_1-mae:6367.10693 [207] validation_0-mae:5912.37598 validation_1-mae:6361.96143 [208] validation_0-mae:5910.04297 validation_1-mae:6361.49463 [209] validation_0-mae:5909.07812 validation_1-mae:6361.25781 [210] validation_0-mae:5906.16113 validation_1-mae:6360.74853 [211] validation_0-mae:5900.21045 validation_1-mae:6358.09326 [212] validation_0-mae:5896.07422 validation_1-mae:6356.46777 [213] validation_0-mae:5894.13623 validation_1-mae:6356.24902 [214] validation_0-mae:5891.35059 validation_1-mae:6355.29248 [215] validation_0-mae:5886.97900 validation_1-mae:6352.38184 [216] validation_0-mae:5883.60596 validation_1-mae:6352.31836 [217] validation_0-mae:5880.00342 validation_1-mae:6350.65234 [218] validation_0-mae:5878.79150 validation_1-mae:6349.94238 [219] validation_0-mae:5876.90820 validation_1-mae:6349.33154 [220] validation_0-mae:5874.62939 validation_1-mae:6347.63672 [221] validation_0-mae:5872.10400 validation_1-mae:6346.84766 [222] validation_0-mae:5867.57275 validation_1-mae:6344.29590 [223] validation_0-mae:5865.78857 validation_1-mae:6343.58252 [224] validation_0-mae:5865.01758 validation_1-mae:6343.58643 [225] validation_0-mae:5863.58057 validation_1-mae:6342.20898 [226] validation_0-mae:5860.97803 validation_1-mae:6342.89307 [227] validation_0-mae:5856.66406 validation_1-mae:6340.72705 [228] validation_0-mae:5852.91943 validation_1-mae:6337.74023 [229] validation_0-mae:5845.58594 validation_1-mae:6332.02588 [230] validation_0-mae:5839.43750 validation_1-mae:6327.63965 [231] validation_0-mae:5836.72705 validation_1-mae:6325.98291 [232] validation_0-mae:5833.36377 validation_1-mae:6324.23096 [233] validation_0-mae:5828.91455 validation_1-mae:6320.40527 [234] validation_0-mae:5825.32080 validation_1-mae:6319.48145 [235] validation_0-mae:5823.41162 validation_1-mae:6318.31934 [236] validation_0-mae:5821.31934 validation_1-mae:6317.25244 [237] validation_0-mae:5816.73242 validation_1-mae:6314.88916 [238] validation_0-mae:5815.86279 validation_1-mae:6314.45215 [239] validation_0-mae:5811.49170 validation_1-mae:6311.77490 [240] validation_0-mae:5808.39404 validation_1-mae:6310.71484 [241] validation_0-mae:5805.13330 validation_1-mae:6309.41846 [242] validation_0-mae:5803.43408 validation_1-mae:6309.05078 [243] validation_0-mae:5800.56494 validation_1-mae:6307.66699 [244] validation_0-mae:5798.26074 validation_1-mae:6306.23242 [245] validation_0-mae:5795.84180 validation_1-mae:6305.63623 [246] validation_0-mae:5794.55420 validation_1-mae:6305.09424 [247] validation_0-mae:5792.75830 validation_1-mae:6304.84570 [248] validation_0-mae:5789.75293 validation_1-mae:6304.07178 [249] validation_0-mae:5789.15283 validation_1-mae:6303.97022 [250] validation_0-mae:5784.59326 validation_1-mae:6302.05225 [251] validation_0-mae:5782.48291 validation_1-mae:6301.06299 [252] validation_0-mae:5780.14062 validation_1-mae:6300.66553 [253] validation_0-mae:5778.29834 validation_1-mae:6300.15527 [254] validation_0-mae:5776.72998 validation_1-mae:6300.19141 [255] validation_0-mae:5775.72607 validation_1-mae:6300.00342 [256] validation_0-mae:5773.73096 validation_1-mae:6299.37109 [257] validation_0-mae:5771.70215 validation_1-mae:6297.88330 [258] validation_0-mae:5770.25732 validation_1-mae:6296.91406 [259] validation_0-mae:5766.94775 validation_1-mae:6294.02978 [260] validation_0-mae:5765.38672 validation_1-mae:6293.97412 [261] validation_0-mae:5762.74414 validation_1-mae:6292.80615 [262] validation_0-mae:5760.84180 validation_1-mae:6293.28662 [263] validation_0-mae:5758.62353 validation_1-mae:6291.59863 [264] validation_0-mae:5755.70459 validation_1-mae:6291.10791 [265] validation_0-mae:5751.83398 validation_1-mae:6290.97900 [266] validation_0-mae:5748.02930 validation_1-mae:6288.12061 [267] validation_0-mae:5745.39941 validation_1-mae:6287.25732 [268] validation_0-mae:5742.47217 validation_1-mae:6285.26904 [269] validation_0-mae:5736.97705 validation_1-mae:6281.10742 [270] validation_0-mae:5733.43408 validation_1-mae:6280.01318 [271] validation_0-mae:5730.54102 validation_1-mae:6278.86914 [272] validation_0-mae:5723.48926 validation_1-mae:6275.74658 [273] validation_0-mae:5721.64062 validation_1-mae:6275.13770 [274] validation_0-mae:5720.67920 validation_1-mae:6275.47022 [275] validation_0-mae:5719.78760 validation_1-mae:6274.74561 [276] validation_0-mae:5715.82324 validation_1-mae:6272.55615 [277] validation_0-mae:5714.99512 validation_1-mae:6272.22022 [278] validation_0-mae:5713.94873 validation_1-mae:6272.07178 [279] validation_0-mae:5711.12988 validation_1-mae:6270.99756 [280] validation_0-mae:5706.86963 validation_1-mae:6268.97461 [281] validation_0-mae:5704.45312 validation_1-mae:6268.39307 [282] validation_0-mae:5702.69531 validation_1-mae:6267.29102 [283] validation_0-mae:5700.79102 validation_1-mae:6266.91650 [284] validation_0-mae:5698.29395 validation_1-mae:6265.48340 [285] validation_0-mae:5696.75537 validation_1-mae:6265.32812 [286] validation_0-mae:5696.09424 validation_1-mae:6265.08496 [287] validation_0-mae:5695.47803 validation_1-mae:6264.85010 [288] validation_0-mae:5690.74951 validation_1-mae:6262.99902 [289] validation_0-mae:5687.50439 validation_1-mae:6262.16016 [290] validation_0-mae:5685.48828 validation_1-mae:6261.20605 [291] validation_0-mae:5681.98779 validation_1-mae:6260.17725 [292] validation_0-mae:5680.81201 validation_1-mae:6259.31885 [293] validation_0-mae:5677.99609 validation_1-mae:6257.76074 [294] validation_0-mae:5675.66748 validation_1-mae:6257.13086 [295] validation_0-mae:5673.59961 validation_1-mae:6256.42383 [296] validation_0-mae:5672.67432 validation_1-mae:6256.05322 [297] validation_0-mae:5672.39355 validation_1-mae:6256.29150 [298] validation_0-mae:5670.76025 validation_1-mae:6255.70654 [299] validation_0-mae:5666.49609 validation_1-mae:6252.97070 [300] validation_0-mae:5663.90088 validation_1-mae:6252.36133 [301] validation_0-mae:5661.73242 validation_1-mae:6252.35840 [302] validation_0-mae:5660.14746 validation_1-mae:6252.12305 [303] validation_0-mae:5658.27002 validation_1-mae:6252.13037 [304] validation_0-mae:5654.53857 validation_1-mae:6251.78125 [305] validation_0-mae:5652.11084 validation_1-mae:6251.86133 [306] validation_0-mae:5650.68018 validation_1-mae:6251.69922 [307] validation_0-mae:5648.82031 validation_1-mae:6252.23779 [308] validation_0-mae:5647.25342 validation_1-mae:6251.32812 [309] validation_0-mae:5644.01904 validation_1-mae:6250.12647 [310] validation_0-mae:5643.12207 validation_1-mae:6249.72363 [311] validation_0-mae:5640.83789 validation_1-mae:6248.78125 [312] validation_0-mae:5637.75000 validation_1-mae:6247.85498 [313] validation_0-mae:5634.77686 validation_1-mae:6245.82568 [314] validation_0-mae:5631.51611 validation_1-mae:6244.45654 [315] validation_0-mae:5630.05762 validation_1-mae:6244.31592 [316] validation_0-mae:5625.92529 validation_1-mae:6243.78076 [317] validation_0-mae:5624.61523 validation_1-mae:6243.23096 [318] validation_0-mae:5622.19727 validation_1-mae:6242.89648 [319] validation_0-mae:5617.01855 validation_1-mae:6239.83301 [320] validation_0-mae:5613.09668 validation_1-mae:6238.12061 [321] validation_0-mae:5612.01709 validation_1-mae:6237.81494 [322] validation_0-mae:5611.85547 validation_1-mae:6238.04492 [323] validation_0-mae:5606.91992 validation_1-mae:6235.39160 [324] validation_0-mae:5605.77588 validation_1-mae:6234.70605 [325] validation_0-mae:5605.03955 validation_1-mae:6234.39209 [326] validation_0-mae:5602.93945 validation_1-mae:6233.96289 [327] validation_0-mae:5601.30371 validation_1-mae:6233.35840 [328] validation_0-mae:5600.76953 validation_1-mae:6233.35742 [329] validation_0-mae:5598.59717 validation_1-mae:6232.13623 [330] validation_0-mae:5594.14551 validation_1-mae:6230.30664 [331] validation_0-mae:5590.88672 validation_1-mae:6230.42969 [332] validation_0-mae:5587.76123 validation_1-mae:6229.02881 [333] validation_0-mae:5585.78174 validation_1-mae:6228.68457 [334] validation_0-mae:5583.84228 validation_1-mae:6228.88574 [335] validation_0-mae:5581.17920 validation_1-mae:6227.27051 [336] validation_0-mae:5579.10254 validation_1-mae:6226.42822 [337] validation_0-mae:5578.60840 validation_1-mae:6226.08301 [338] validation_0-mae:5576.51514 validation_1-mae:6226.24072 [339] validation_0-mae:5573.92676 validation_1-mae:6223.70166 [340] validation_0-mae:5571.31787 validation_1-mae:6223.51660 [341] validation_0-mae:5569.11377 validation_1-mae:6223.85986 [342] validation_0-mae:5567.29736 validation_1-mae:6223.89355 [343] validation_0-mae:5566.16064 validation_1-mae:6223.04248 [344] validation_0-mae:5562.20703 validation_1-mae:6221.78320 [345] validation_0-mae:5560.90381 validation_1-mae:6221.16211 [346] validation_0-mae:5558.05908 validation_1-mae:6220.40723 [347] validation_0-mae:5557.83936 validation_1-mae:6220.48389 [348] validation_0-mae:5555.32031 validation_1-mae:6220.59717 [349] validation_0-mae:5552.53027 validation_1-mae:6220.20752 [350] validation_0-mae:5549.46533 validation_1-mae:6219.96484 [351] validation_0-mae:5547.34814 validation_1-mae:6219.68848 [352] validation_0-mae:5545.00342 validation_1-mae:6218.46582 [353] validation_0-mae:5541.62891 validation_1-mae:6217.06982 [354] validation_0-mae:5539.54492 validation_1-mae:6216.71240 [355] validation_0-mae:5537.62207 validation_1-mae:6217.07178 [356] validation_0-mae:5532.91016 validation_1-mae:6214.71582 [357] validation_0-mae:5529.62793 validation_1-mae:6214.37012 [358] validation_0-mae:5528.72754 validation_1-mae:6214.30957 [359] validation_0-mae:5528.14404 validation_1-mae:6214.37305 [360] validation_0-mae:5527.60254 validation_1-mae:6214.38379 [361] validation_0-mae:5527.25586 validation_1-mae:6214.33008 [362] validation_0-mae:5525.41211 validation_1-mae:6213.22022 [363] validation_0-mae:5522.79053 validation_1-mae:6212.40381 [364] validation_0-mae:5519.10938 validation_1-mae:6211.02783 [365] validation_0-mae:5518.01660 validation_1-mae:6210.84180 [366] validation_0-mae:5514.26855 validation_1-mae:6209.20654 [367] validation_0-mae:5512.47852 validation_1-mae:6208.27295 [368] validation_0-mae:5509.76562 validation_1-mae:6207.56934 [369] validation_0-mae:5507.55713 validation_1-mae:6206.17236 [370] validation_0-mae:5505.96728 validation_1-mae:6205.75195 [371] validation_0-mae:5504.86475 validation_1-mae:6205.39160 [372] validation_0-mae:5501.99219 validation_1-mae:6204.19385 [373] validation_0-mae:5501.02002 validation_1-mae:6204.03955 [374] validation_0-mae:5496.93164 validation_1-mae:6203.45020 [375] validation_0-mae:5495.40674 validation_1-mae:6203.53320 [376] validation_0-mae:5493.02246 validation_1-mae:6203.13281 [377] validation_0-mae:5490.26367 validation_1-mae:6203.04834 [378] validation_0-mae:5487.12061 validation_1-mae:6201.61182 [379] validation_0-mae:5481.70215 validation_1-mae:6200.08838 [380] validation_0-mae:5480.19043 validation_1-mae:6199.91895 [381] validation_0-mae:5478.77588 validation_1-mae:6199.39990 [382] validation_0-mae:5477.40137 validation_1-mae:6199.40723 [383] validation_0-mae:5474.57520 validation_1-mae:6198.45215 [384] validation_0-mae:5472.26221 validation_1-mae:6198.02686 [385] validation_0-mae:5469.59668 validation_1-mae:6196.40723 [386] validation_0-mae:5466.41357 validation_1-mae:6195.40967 [387] validation_0-mae:5464.02100 validation_1-mae:6195.02441 [388] validation_0-mae:5462.90332 validation_1-mae:6193.90625 [389] validation_0-mae:5460.00391 validation_1-mae:6192.60498 [390] validation_0-mae:5458.12598 validation_1-mae:6192.40869 [391] validation_0-mae:5456.04834 validation_1-mae:6192.57764 [392] validation_0-mae:5453.75635 validation_1-mae:6192.09668 [393] validation_0-mae:5452.96533 validation_1-mae:6191.48096 [394] validation_0-mae:5447.91016 validation_1-mae:6189.90283 [395] validation_0-mae:5445.83398 validation_1-mae:6188.81299 [396] validation_0-mae:5444.22852 validation_1-mae:6188.06445 [397] validation_0-mae:5443.80664 validation_1-mae:6188.19531 [398] validation_0-mae:5443.30615 validation_1-mae:6187.79541 [399] validation_0-mae:5441.99414 validation_1-mae:6187.70947 [400] validation_0-mae:5440.99365 validation_1-mae:6186.98193 [401] validation_0-mae:5439.57031 validation_1-mae:6185.93457 [402] validation_0-mae:5436.87793 validation_1-mae:6185.81006 [403] validation_0-mae:5435.43701 validation_1-mae:6185.48975 [404] validation_0-mae:5434.79492 validation_1-mae:6185.47559 [405] validation_0-mae:5430.78272 validation_1-mae:6183.49463 [406] validation_0-mae:5428.43799 validation_1-mae:6182.39648 [407] validation_0-mae:5426.76123 validation_1-mae:6182.17578 [408] validation_0-mae:5425.57080 validation_1-mae:6181.72022 [409] validation_0-mae:5423.78809 validation_1-mae:6180.98145 [410] validation_0-mae:5422.84033 validation_1-mae:6180.90869 [411] validation_0-mae:5419.52295 validation_1-mae:6179.18066 [412] validation_0-mae:5416.65430 validation_1-mae:6177.59473 [413] validation_0-mae:5414.29395 validation_1-mae:6176.31250 [414] validation_0-mae:5412.43115 validation_1-mae:6174.95654 [415] validation_0-mae:5411.61670 validation_1-mae:6175.13135 [416] validation_0-mae:5410.07764 validation_1-mae:6174.91943 [417] validation_0-mae:5405.86572 validation_1-mae:6174.67578 [418] validation_0-mae:5404.34766 validation_1-mae:6175.19971 [419] validation_0-mae:5403.26172 validation_1-mae:6174.63623 [420] validation_0-mae:5402.83936 validation_1-mae:6174.52393 [421] validation_0-mae:5402.08643 validation_1-mae:6174.12353 [422] validation_0-mae:5401.69238 validation_1-mae:6174.20947 [423] validation_0-mae:5399.77393 validation_1-mae:6175.01562 [424] validation_0-mae:5397.61914 validation_1-mae:6174.31836 [425] validation_0-mae:5395.31152 validation_1-mae:6173.63184 [426] validation_0-mae:5393.52100 validation_1-mae:6173.05713 [427] validation_0-mae:5391.30762 validation_1-mae:6172.66260 [428] validation_0-mae:5390.29443 validation_1-mae:6172.84424 [429] validation_0-mae:5388.21533 validation_1-mae:6172.81152 [430] validation_0-mae:5384.34814 validation_1-mae:6173.49853 [431] validation_0-mae:5380.87402 validation_1-mae:6171.69727 [432] validation_0-mae:5379.03857 validation_1-mae:6171.51660 [433] validation_0-mae:5377.52637 validation_1-mae:6170.77832 [434] validation_0-mae:5374.04102 validation_1-mae:6168.80078 [435] validation_0-mae:5373.45020 validation_1-mae:6168.86719 [436] validation_0-mae:5372.02100 validation_1-mae:6168.41992 [437] validation_0-mae:5370.29688 validation_1-mae:6167.69385 [438] validation_0-mae:5368.70850 validation_1-mae:6167.86084 [439] validation_0-mae:5367.35645 validation_1-mae:6167.40918 [440] validation_0-mae:5366.87500 validation_1-mae:6167.35107 [441] validation_0-mae:5365.73242 validation_1-mae:6166.32861 [442] validation_0-mae:5364.90820 validation_1-mae:6166.16895 [443] validation_0-mae:5363.64893 validation_1-mae:6166.02100 [444] validation_0-mae:5362.52588 validation_1-mae:6166.82520 [445] validation_0-mae:5358.47168 validation_1-mae:6166.11328 [446] validation_0-mae:5356.47119 validation_1-mae:6165.52539 [447] validation_0-mae:5355.66162 validation_1-mae:6165.81152 [448] validation_0-mae:5354.14502 validation_1-mae:6164.58789 [449] validation_0-mae:5349.67285 validation_1-mae:6162.35254 [450] validation_0-mae:5347.86035 validation_1-mae:6162.06787 [451] validation_0-mae:5345.18164 validation_1-mae:6161.48193 [452] validation_0-mae:5343.33838 validation_1-mae:6160.33984 [453] validation_0-mae:5339.88428 validation_1-mae:6159.04150 [454] validation_0-mae:5336.81982 validation_1-mae:6157.49853 [455] validation_0-mae:5335.08984 validation_1-mae:6157.58154 [456] validation_0-mae:5333.14111 validation_1-mae:6156.68506 [457] validation_0-mae:5331.52393 validation_1-mae:6156.77637 [458] validation_0-mae:5330.82227 validation_1-mae:6156.68652 [459] validation_0-mae:5330.15967 validation_1-mae:6156.63721 [460] validation_0-mae:5329.99219 validation_1-mae:6156.60449 [461] validation_0-mae:5328.69434 validation_1-mae:6156.98047 [462] validation_0-mae:5325.90039 validation_1-mae:6157.10449 [463] validation_0-mae:5323.53613 validation_1-mae:6156.82959 [464] validation_0-mae:5321.48145 validation_1-mae:6155.84961 [465] validation_0-mae:5319.16602 validation_1-mae:6154.56299 [466] validation_0-mae:5317.98096 validation_1-mae:6153.87939 [467] validation_0-mae:5315.75244 validation_1-mae:6152.99121 [468] validation_0-mae:5313.56689 validation_1-mae:6152.09863 [469] validation_0-mae:5311.17529 validation_1-mae:6149.90478 [470] validation_0-mae:5308.93213 validation_1-mae:6150.55566 [471] validation_0-mae:5307.16016 validation_1-mae:6150.69775 [472] validation_0-mae:5306.90332 validation_1-mae:6150.44287 [473] validation_0-mae:5305.31397 validation_1-mae:6150.32227 [474] validation_0-mae:5303.54883 validation_1-mae:6150.54102 [475] validation_0-mae:5302.33887 validation_1-mae:6150.94092 [476] validation_0-mae:5300.88184 validation_1-mae:6150.24853 [477] validation_0-mae:5299.31982 validation_1-mae:6149.41162 [478] validation_0-mae:5297.54102 validation_1-mae:6149.44922 [479] validation_0-mae:5295.63672 validation_1-mae:6149.00147 [480] validation_0-mae:5293.37061 validation_1-mae:6147.68799 [481] validation_0-mae:5291.25000 validation_1-mae:6146.77686 [482] validation_0-mae:5290.19922 validation_1-mae:6146.48438 [483] validation_0-mae:5288.62842 validation_1-mae:6146.27832 [484] validation_0-mae:5285.72119 validation_1-mae:6144.90186 [485] validation_0-mae:5282.58105 validation_1-mae:6143.96973 [486] validation_0-mae:5279.26660 validation_1-mae:6142.81152 [487] validation_0-mae:5275.81494 validation_1-mae:6141.35352 [488] validation_0-mae:5274.52295 validation_1-mae:6140.99365 [489] validation_0-mae:5272.73438 validation_1-mae:6139.87842 [490] validation_0-mae:5270.19531 validation_1-mae:6139.42969 [491] validation_0-mae:5268.59717 validation_1-mae:6138.63818 [492] validation_0-mae:5267.53711 validation_1-mae:6138.65918 [493] validation_0-mae:5267.48975 validation_1-mae:6138.74609 [494] validation_0-mae:5267.34717 validation_1-mae:6138.68848 [495] validation_0-mae:5265.87158 validation_1-mae:6138.63477 [496] validation_0-mae:5264.79346 validation_1-mae:6138.86719 [497] validation_0-mae:5264.26562 validation_1-mae:6138.66455 [498] validation_0-mae:5263.59326 validation_1-mae:6138.67529 [499] validation_0-mae:5262.86572 validation_1-mae:6138.54297 [500] validation_0-mae:5261.78906 validation_1-mae:6138.07959 [501] validation_0-mae:5260.84082 validation_1-mae:6138.27295 [502] validation_0-mae:5259.63379 validation_1-mae:6137.62451 [503] validation_0-mae:5258.10059 validation_1-mae:6137.91406 [504] validation_0-mae:5256.24072 validation_1-mae:6137.09131 [505] validation_0-mae:5255.27197 validation_1-mae:6136.48047 [506] validation_0-mae:5252.60400 validation_1-mae:6136.13086 [507] validation_0-mae:5250.11279 validation_1-mae:6135.48730 [508] validation_0-mae:5248.75732 validation_1-mae:6134.90332 [509] validation_0-mae:5246.89746 validation_1-mae:6133.93408 [510] validation_0-mae:5246.03272 validation_1-mae:6133.64307 [511] validation_0-mae:5244.42822 validation_1-mae:6132.99512 [512] validation_0-mae:5242.75488 validation_1-mae:6131.63379 [513] validation_0-mae:5241.14551 validation_1-mae:6131.07471 [514] validation_0-mae:5238.84131 validation_1-mae:6130.09180 [515] validation_0-mae:5237.41162 validation_1-mae:6130.07959 [516] validation_0-mae:5237.30078 validation_1-mae:6130.13770 [517] validation_0-mae:5236.16943 validation_1-mae:6130.11865 [518] validation_0-mae:5234.49414 validation_1-mae:6130.17480 [519] validation_0-mae:5233.35889 validation_1-mae:6129.77734 [520] validation_0-mae:5231.87305 validation_1-mae:6129.38525 [521] validation_0-mae:5230.46436 validation_1-mae:6129.00439 [522] validation_0-mae:5228.43359 validation_1-mae:6128.72119 [523] validation_0-mae:5228.07129 validation_1-mae:6128.65381 [524] validation_0-mae:5226.75781 validation_1-mae:6127.89404 [525] validation_0-mae:5225.42529 validation_1-mae:6127.60547 [526] validation_0-mae:5224.77197 validation_1-mae:6127.69922 [527] validation_0-mae:5224.03027 validation_1-mae:6127.71533 [528] validation_0-mae:5222.48291 validation_1-mae:6127.65381 [529] validation_0-mae:5221.24316 validation_1-mae:6127.97070 [530] validation_0-mae:5220.38428 validation_1-mae:6127.94629 [531] validation_0-mae:5220.24072 validation_1-mae:6127.86914 [532] validation_0-mae:5217.66357 validation_1-mae:6127.48975 [533] validation_0-mae:5215.41309 validation_1-mae:6127.50586 [534] validation_0-mae:5213.59375 validation_1-mae:6126.95068 [535] validation_0-mae:5212.56006 validation_1-mae:6127.41309 [536] validation_0-mae:5211.70752 validation_1-mae:6127.21826 [537] validation_0-mae:5211.31592 validation_1-mae:6127.22852 [538] validation_0-mae:5210.81641 validation_1-mae:6127.41211 [539] validation_0-mae:5209.14648 validation_1-mae:6127.48486 [540] validation_0-mae:5207.30615 validation_1-mae:6127.31641 [541] validation_0-mae:5205.20117 validation_1-mae:6126.72022 [542] validation_0-mae:5203.21680 validation_1-mae:6125.40234 [543] validation_0-mae:5201.37744 validation_1-mae:6124.73926 [544] validation_0-mae:5200.08447 validation_1-mae:6124.76270 [545] validation_0-mae:5198.43506 validation_1-mae:6124.69775 [546] validation_0-mae:5196.40869 validation_1-mae:6124.67480 [547] validation_0-mae:5195.25537 validation_1-mae:6124.03760 [548] validation_0-mae:5192.37842 validation_1-mae:6124.02783 [549] validation_0-mae:5191.58936 validation_1-mae:6123.67383 [550] validation_0-mae:5189.79980 validation_1-mae:6122.86816 [551] validation_0-mae:5189.65234 validation_1-mae:6122.76465 [552] validation_0-mae:5187.56006 validation_1-mae:6122.27686 [553] validation_0-mae:5186.45605 validation_1-mae:6122.17920 [554] validation_0-mae:5185.65381 validation_1-mae:6122.17822 [555] validation_0-mae:5185.44775 validation_1-mae:6122.28174 [556] validation_0-mae:5184.18311 validation_1-mae:6122.19678 [557] validation_0-mae:5182.61572 validation_1-mae:6121.52344 [558] validation_0-mae:5180.41064 validation_1-mae:6120.56348 [559] validation_0-mae:5179.83008 validation_1-mae:6120.45020 [560] validation_0-mae:5178.52734 validation_1-mae:6119.74414 [561] validation_0-mae:5176.96045 validation_1-mae:6119.90039 [562] validation_0-mae:5175.53027 validation_1-mae:6119.31641 [563] validation_0-mae:5174.84717 validation_1-mae:6118.87256 [564] validation_0-mae:5174.25342 validation_1-mae:6118.97705 [565] validation_0-mae:5172.79932 validation_1-mae:6118.69482 [566] validation_0-mae:5170.50488 validation_1-mae:6117.57764 [567] validation_0-mae:5169.77637 validation_1-mae:6117.38672 [568] validation_0-mae:5166.61621 validation_1-mae:6115.64990 [569] validation_0-mae:5164.54785 validation_1-mae:6115.22705 [570] validation_0-mae:5161.88770 validation_1-mae:6114.37647 [571] validation_0-mae:5161.12891 validation_1-mae:6114.80371 [572] validation_0-mae:5160.45410 validation_1-mae:6114.41553 [573] validation_0-mae:5159.10400 validation_1-mae:6114.32910 [574] validation_0-mae:5156.63477 validation_1-mae:6115.03857 [575] validation_0-mae:5156.29688 validation_1-mae:6114.82568 [576] validation_0-mae:5152.75537 validation_1-mae:6113.65039 [577] validation_0-mae:5148.20264 validation_1-mae:6113.13281 [578] validation_0-mae:5146.43897 validation_1-mae:6112.71924 [579] validation_0-mae:5146.09131 validation_1-mae:6112.95703 [580] validation_0-mae:5145.80469 validation_1-mae:6112.88330 [581] validation_0-mae:5143.35352 validation_1-mae:6112.62061 [582] validation_0-mae:5142.01367 validation_1-mae:6113.11572 [583] validation_0-mae:5141.78467 validation_1-mae:6112.99561 [584] validation_0-mae:5139.22656 validation_1-mae:6111.89307 [585] validation_0-mae:5136.04053 validation_1-mae:6110.88818 [586] validation_0-mae:5133.33691 validation_1-mae:6110.74023 [587] validation_0-mae:5131.44043 validation_1-mae:6108.97412 [588] validation_0-mae:5129.84326 validation_1-mae:6108.40234 [589] validation_0-mae:5128.31738 validation_1-mae:6107.46728 [590] validation_0-mae:5125.69287 validation_1-mae:6106.96533 [591] validation_0-mae:5123.70166 validation_1-mae:6105.57178 [592] validation_0-mae:5121.72949 validation_1-mae:6104.41943 [593] validation_0-mae:5120.74414 validation_1-mae:6104.61572 [594] validation_0-mae:5119.67383 validation_1-mae:6104.45850 [595] validation_0-mae:5117.51660 validation_1-mae:6103.64453 [596] validation_0-mae:5116.29248 validation_1-mae:6102.90723 [597] validation_0-mae:5114.38379 validation_1-mae:6103.21191 [598] validation_0-mae:5112.93066 validation_1-mae:6103.29102 [599] validation_0-mae:5111.34912 validation_1-mae:6102.73291 [600] validation_0-mae:5110.12256 validation_1-mae:6102.35156 [601] validation_0-mae:5109.31299 validation_1-mae:6102.15772 [602] validation_0-mae:5109.02930 validation_1-mae:6102.23096 [603] validation_0-mae:5107.51514 validation_1-mae:6102.14990 [604] validation_0-mae:5106.45215 validation_1-mae:6102.25439 [605] validation_0-mae:5106.07715 validation_1-mae:6102.77783 [606] validation_0-mae:5105.89258 validation_1-mae:6102.60205 [607] validation_0-mae:5104.55420 validation_1-mae:6102.33789 [608] validation_0-mae:5103.51465 validation_1-mae:6101.62891 [609] validation_0-mae:5100.91211 validation_1-mae:6101.69385 [610] validation_0-mae:5099.73047 validation_1-mae:6100.91406 [611] validation_0-mae:5098.83252 validation_1-mae:6101.27002 [612] validation_0-mae:5095.96533 validation_1-mae:6101.10449 [613] validation_0-mae:5093.94971 validation_1-mae:6100.55811 [614] validation_0-mae:5092.73730 validation_1-mae:6099.75586 [615] validation_0-mae:5092.00049 validation_1-mae:6099.67090 [616] validation_0-mae:5090.28174 validation_1-mae:6099.09863 [617] validation_0-mae:5089.22119 validation_1-mae:6098.92139 [618] validation_0-mae:5087.49512 validation_1-mae:6098.49853 [619] validation_0-mae:5085.62842 validation_1-mae:6098.55957 [620] validation_0-mae:5085.42090 validation_1-mae:6098.62842 [621] validation_0-mae:5083.80127 validation_1-mae:6098.28418 [622] validation_0-mae:5081.26465 validation_1-mae:6098.29199 [623] validation_0-mae:5080.32715 validation_1-mae:6098.27148 [624] validation_0-mae:5079.33789 validation_1-mae:6098.08301 [625] validation_0-mae:5077.21289 validation_1-mae:6098.31006 [626] validation_0-mae:5074.83887 validation_1-mae:6097.82617 [627] validation_0-mae:5072.25391 validation_1-mae:6096.95557 [628] validation_0-mae:5071.31738 validation_1-mae:6096.94971 [629] validation_0-mae:5070.48291 validation_1-mae:6097.71973 [630] validation_0-mae:5069.18945 validation_1-mae:6097.41211 [631] validation_0-mae:5068.48682 validation_1-mae:6097.63574 [632] validation_0-mae:5067.95605 validation_1-mae:6097.47998 [633] validation_0-mae:5067.00928 validation_1-mae:6097.53662 [634] validation_0-mae:5066.07715 validation_1-mae:6097.04883 [635] validation_0-mae:5065.99853 validation_1-mae:6097.03955 [636] validation_0-mae:5064.47559 validation_1-mae:6097.10303 [637] validation_0-mae:5061.30713 validation_1-mae:6096.15674 [638] validation_0-mae:5061.03223 validation_1-mae:6096.34766 [639] validation_0-mae:5060.01074 validation_1-mae:6096.48926 [640] validation_0-mae:5056.20264 validation_1-mae:6096.12109 [641] validation_0-mae:5054.67822 validation_1-mae:6096.01123 [642] validation_0-mae:5053.45361 validation_1-mae:6095.93848 [643] validation_0-mae:5052.21777 validation_1-mae:6095.77295 [644] validation_0-mae:5050.51074 validation_1-mae:6094.99805 [645] validation_0-mae:5048.46973 validation_1-mae:6093.82373 [646] validation_0-mae:5047.57471 validation_1-mae:6094.08740 [647] validation_0-mae:5046.62891 validation_1-mae:6093.50879 [648] validation_0-mae:5046.09619 validation_1-mae:6093.49463 [649] validation_0-mae:5045.71143 validation_1-mae:6093.43945 [650] validation_0-mae:5043.67725 validation_1-mae:6093.75147 [651] validation_0-mae:5042.58887 validation_1-mae:6094.02441 [652] validation_0-mae:5041.87549 validation_1-mae:6093.70947 [653] validation_0-mae:5040.55615 validation_1-mae:6093.24023 [654] validation_0-mae:5038.27783 validation_1-mae:6092.64600 [655] validation_0-mae:5036.62451 validation_1-mae:6092.11914 [656] validation_0-mae:5036.32812 validation_1-mae:6092.00781 [657] validation_0-mae:5035.11963 validation_1-mae:6091.58252 [658] validation_0-mae:5033.29541 validation_1-mae:6090.87109 [659] validation_0-mae:5032.59180 validation_1-mae:6090.37793 [660] validation_0-mae:5032.02734 validation_1-mae:6090.01074 [661] validation_0-mae:5031.97070 validation_1-mae:6090.06006 [662] validation_0-mae:5029.32812 validation_1-mae:6089.09766 [663] validation_0-mae:5028.23438 validation_1-mae:6088.85693 [664] validation_0-mae:5028.13770 validation_1-mae:6088.97070 [665] validation_0-mae:5027.54443 validation_1-mae:6088.92432 [666] validation_0-mae:5025.99268 validation_1-mae:6088.16162 [667] validation_0-mae:5023.95996 validation_1-mae:6088.49121 [668] validation_0-mae:5021.22998 validation_1-mae:6088.48779 [669] validation_0-mae:5019.47363 validation_1-mae:6088.12744 [670] validation_0-mae:5016.56787 validation_1-mae:6087.95117 [671] validation_0-mae:5014.94092 validation_1-mae:6088.02734 [672] validation_0-mae:5013.12891 validation_1-mae:6087.13525 [673] validation_0-mae:5011.63672 validation_1-mae:6086.31885 [674] validation_0-mae:5009.54932 validation_1-mae:6085.90039 [675] validation_0-mae:5006.33496 validation_1-mae:6084.28369 [676] validation_0-mae:5004.67871 validation_1-mae:6084.37451 [677] validation_0-mae:5003.45361 validation_1-mae:6084.44043 [678] validation_0-mae:5001.18115 validation_1-mae:6084.10547 [679] validation_0-mae:4998.99023 validation_1-mae:6083.87647 [680] validation_0-mae:4995.76318 validation_1-mae:6081.70215 [681] validation_0-mae:4994.13916 validation_1-mae:6082.23730 [682] validation_0-mae:4993.06103 validation_1-mae:6082.02441 [683] validation_0-mae:4992.07715 validation_1-mae:6082.23877 [684] validation_0-mae:4990.64453 validation_1-mae:6081.73535 [685] validation_0-mae:4988.99219 validation_1-mae:6081.22363 [686] validation_0-mae:4986.97363 validation_1-mae:6080.86621 [687] validation_0-mae:4985.34863 validation_1-mae:6080.42334 [688] validation_0-mae:4983.71924 validation_1-mae:6080.48535 [689] validation_0-mae:4982.48926 validation_1-mae:6079.97510 [690] validation_0-mae:4981.13965 validation_1-mae:6080.22656 [691] validation_0-mae:4980.39258 validation_1-mae:6080.23291 [692] validation_0-mae:4979.32764 validation_1-mae:6079.75928 [693] validation_0-mae:4978.46631 validation_1-mae:6079.34961 [694] validation_0-mae:4977.27148 validation_1-mae:6078.96094 [695] validation_0-mae:4974.71533 validation_1-mae:6078.92969 [696] validation_0-mae:4974.06934 validation_1-mae:6078.93262 [697] validation_0-mae:4973.87891 validation_1-mae:6078.73535 [698] validation_0-mae:4972.98145 validation_1-mae:6078.08447 [699] validation_0-mae:4972.81641 validation_1-mae:6078.20947 [700] validation_0-mae:4972.57227 validation_1-mae:6077.96191 [701] validation_0-mae:4970.33838 validation_1-mae:6077.22461 [702] validation_0-mae:4969.30518 validation_1-mae:6077.50879 [703] validation_0-mae:4967.37158 validation_1-mae:6076.43750 [704] validation_0-mae:4965.25293 validation_1-mae:6076.11328 [705] validation_0-mae:4963.99658 validation_1-mae:6075.74658 [706] validation_0-mae:4962.85547 validation_1-mae:6075.88525 [707] validation_0-mae:4961.39307 validation_1-mae:6075.90381 [708] validation_0-mae:4960.72998 validation_1-mae:6075.73584 [709] validation_0-mae:4959.67676 validation_1-mae:6075.37353 [710] validation_0-mae:4958.79346 validation_1-mae:6075.40381 [711] validation_0-mae:4957.12598 validation_1-mae:6074.57422 [712] validation_0-mae:4956.63672 validation_1-mae:6074.13525 [713] validation_0-mae:4955.21191 validation_1-mae:6073.98779 [714] validation_0-mae:4955.03809 validation_1-mae:6074.03076 [715] validation_0-mae:4954.88525 validation_1-mae:6073.93750 [716] validation_0-mae:4954.29102 validation_1-mae:6073.72852 [717] validation_0-mae:4953.35400 validation_1-mae:6073.20068 [718] validation_0-mae:4951.13477 validation_1-mae:6071.75244 [719] validation_0-mae:4949.46728 validation_1-mae:6071.39062 [720] validation_0-mae:4949.19189 validation_1-mae:6071.42969 [721] validation_0-mae:4948.95410 validation_1-mae:6071.46533 [722] validation_0-mae:4948.75830 validation_1-mae:6071.58740 [723] validation_0-mae:4946.61572 validation_1-mae:6072.00439 [724] validation_0-mae:4946.04004 validation_1-mae:6071.81689 [725] validation_0-mae:4943.15137 validation_1-mae:6070.82373 [726] validation_0-mae:4940.68750 validation_1-mae:6070.57324 [727] validation_0-mae:4939.12353 validation_1-mae:6069.64258 [728] validation_0-mae:4937.99658 validation_1-mae:6069.70752 [729] validation_0-mae:4935.64893 validation_1-mae:6069.79883 [730] validation_0-mae:4934.35498 validation_1-mae:6069.86670 [731] validation_0-mae:4931.37305 validation_1-mae:6069.22119 [732] validation_0-mae:4929.18359 validation_1-mae:6069.36426 [733] validation_0-mae:4926.19531 validation_1-mae:6068.27295 [734] validation_0-mae:4924.38232 validation_1-mae:6067.98047 [735] validation_0-mae:4922.77295 validation_1-mae:6068.09717 [736] validation_0-mae:4920.94238 validation_1-mae:6068.53760 [737] validation_0-mae:4919.02832 validation_1-mae:6068.54736 [738] validation_0-mae:4916.99121 validation_1-mae:6068.40772 [739] validation_0-mae:4913.40430 validation_1-mae:6066.73145 [740] validation_0-mae:4911.91992 validation_1-mae:6067.14355 [741] validation_0-mae:4910.34717 validation_1-mae:6067.10791 [742] validation_0-mae:4909.08789 validation_1-mae:6067.52734 [743] validation_0-mae:4908.01562 validation_1-mae:6067.51904 [744] validation_0-mae:4905.33350 validation_1-mae:6067.97705 [745] validation_0-mae:4903.05029 validation_1-mae:6067.65772 [746] validation_0-mae:4901.54297 validation_1-mae:6067.64502 [747] validation_0-mae:4898.91992 validation_1-mae:6066.87939 [748] validation_0-mae:4897.21240 validation_1-mae:6066.33984 [749] validation_0-mae:4896.55811 validation_1-mae:6066.38135 [750] validation_0-mae:4894.17285 validation_1-mae:6066.17383 [751] validation_0-mae:4892.75391 validation_1-mae:6065.88867 [752] validation_0-mae:4892.13965 validation_1-mae:6065.72852 [753] validation_0-mae:4890.34668 validation_1-mae:6064.81885 [754] validation_0-mae:4888.93848 validation_1-mae:6064.48145 [755] validation_0-mae:4887.38477 validation_1-mae:6064.18506 [756] validation_0-mae:4886.31592 validation_1-mae:6064.07812 [757] validation_0-mae:4885.12500 validation_1-mae:6064.47412 [758] validation_0-mae:4884.75342 validation_1-mae:6064.39600 [759] validation_0-mae:4884.44141 validation_1-mae:6064.36963 [760] validation_0-mae:4882.55664 validation_1-mae:6063.78418 [761] validation_0-mae:4881.92236 validation_1-mae:6063.33984 [762] validation_0-mae:4880.82764 validation_1-mae:6063.48535 [763] validation_0-mae:4879.83447 validation_1-mae:6063.31982 [764] validation_0-mae:4878.53369 validation_1-mae:6063.48926 [765] validation_0-mae:4878.14600 validation_1-mae:6063.49365 [766] validation_0-mae:4876.40527 validation_1-mae:6062.25439 [767] validation_0-mae:4875.35889 validation_1-mae:6061.81103 [768] validation_0-mae:4874.08936 validation_1-mae:6061.93018 [769] validation_0-mae:4873.58594 validation_1-mae:6061.89990 [770] validation_0-mae:4873.49756 validation_1-mae:6061.85156 [771] validation_0-mae:4873.34619 validation_1-mae:6061.82324 [772] validation_0-mae:4872.72852 validation_1-mae:6061.90869 [773] validation_0-mae:4872.43018 validation_1-mae:6061.80859 [774] validation_0-mae:4872.32275 validation_1-mae:6061.91064 [775] validation_0-mae:4870.61816 validation_1-mae:6061.24414 [776] validation_0-mae:4870.02930 validation_1-mae:6060.89990 [777] validation_0-mae:4868.57129 validation_1-mae:6060.73438 [778] validation_0-mae:4867.59033 validation_1-mae:6060.52246 [779] validation_0-mae:4866.11328 validation_1-mae:6060.06543 [780] validation_0-mae:4864.62207 validation_1-mae:6059.61377 [781] validation_0-mae:4863.81934 validation_1-mae:6059.63330 [782] validation_0-mae:4862.32959 validation_1-mae:6060.18701 [783] validation_0-mae:4861.90918 validation_1-mae:6059.86768 [784] validation_0-mae:4860.67529 validation_1-mae:6059.55762 [785] validation_0-mae:4860.01953 validation_1-mae:6059.05469 [786] validation_0-mae:4859.05273 validation_1-mae:6059.00488 [787] validation_0-mae:4859.00488 validation_1-mae:6058.97461 [788] validation_0-mae:4858.91943 validation_1-mae:6058.98340 [789] validation_0-mae:4858.11963 validation_1-mae:6058.55127 [790] validation_0-mae:4858.04150 validation_1-mae:6058.57764 [791] validation_0-mae:4856.98682 validation_1-mae:6058.73730 [792] validation_0-mae:4856.52881 validation_1-mae:6058.74121 [793] validation_0-mae:4856.20850 validation_1-mae:6058.94971 [794] validation_0-mae:4855.56787 validation_1-mae:6058.70557 [795] validation_0-mae:4854.37793 validation_1-mae:6058.40625 [796] validation_0-mae:4852.23145 validation_1-mae:6059.08301 [797] validation_0-mae:4851.59717 validation_1-mae:6058.94385 [798] validation_0-mae:4850.22461 validation_1-mae:6058.42627 [799] validation_0-mae:4848.52148 validation_1-mae:6058.49365 [800] validation_0-mae:4848.19043 validation_1-mae:6058.40527 [801] validation_0-mae:4847.22949 validation_1-mae:6058.38086 [802] validation_0-mae:4846.12842 validation_1-mae:6057.98828 [803] validation_0-mae:4844.72852 validation_1-mae:6058.21680 [804] validation_0-mae:4843.85156 validation_1-mae:6058.35596 [805] validation_0-mae:4843.37842 validation_1-mae:6058.60742 [806] validation_0-mae:4841.63525 validation_1-mae:6059.39453 [807] validation_0-mae:4840.08301 validation_1-mae:6058.62500 [808] validation_0-mae:4839.31103 validation_1-mae:6058.30518 [809] validation_0-mae:4839.23682 validation_1-mae:6058.38916 [810] validation_0-mae:4838.80371 validation_1-mae:6058.27588 [811] validation_0-mae:4835.63818 validation_1-mae:6057.34668 [812] validation_0-mae:4834.34228 validation_1-mae:6057.09717 [813] validation_0-mae:4833.33740 validation_1-mae:6057.25537 [814] validation_0-mae:4830.85840 validation_1-mae:6056.37939 [815] validation_0-mae:4830.52734 validation_1-mae:6056.20264 [816] validation_0-mae:4829.40820 validation_1-mae:6056.08594 [817] validation_0-mae:4827.79639 validation_1-mae:6055.28613 [818] validation_0-mae:4824.84766 validation_1-mae:6054.28955 [819] validation_0-mae:4823.57520 validation_1-mae:6053.93311 [820] validation_0-mae:4822.19922 validation_1-mae:6053.57617 [821] validation_0-mae:4820.36279 validation_1-mae:6053.50342 [822] validation_0-mae:4819.02344 validation_1-mae:6053.16943 [823] validation_0-mae:4818.20215 validation_1-mae:6053.23730 [824] validation_0-mae:4817.08008 validation_1-mae:6053.77344 [825] validation_0-mae:4816.30762 validation_1-mae:6054.01514 [826] validation_0-mae:4814.28320 validation_1-mae:6052.86133 [827] validation_0-mae:4813.37500 validation_1-mae:6052.56787 [828] validation_0-mae:4811.49756 validation_1-mae:6052.33350 [829] validation_0-mae:4810.37353 validation_1-mae:6052.02588 [830] validation_0-mae:4809.27978 validation_1-mae:6052.02588 [831] validation_0-mae:4808.27588 validation_1-mae:6052.45117 [832] validation_0-mae:4807.43506 validation_1-mae:6052.41113 [833] validation_0-mae:4805.52930 validation_1-mae:6051.67725 [834] validation_0-mae:4804.13379 validation_1-mae:6051.44287 [835] validation_0-mae:4802.87012 validation_1-mae:6051.27881 [836] validation_0-mae:4802.03174 validation_1-mae:6051.96143 [837] validation_0-mae:4801.48145 validation_1-mae:6051.70117 [838] validation_0-mae:4801.00684 validation_1-mae:6051.68164 [839] validation_0-mae:4800.61670 validation_1-mae:6051.88721 [840] validation_0-mae:4800.03076 validation_1-mae:6052.04346 [841] validation_0-mae:4799.87988 validation_1-mae:6052.09326 [842] validation_0-mae:4797.30908 validation_1-mae:6051.09814 [843] validation_0-mae:4794.35938 validation_1-mae:6050.35400 [844] validation_0-mae:4793.47998 validation_1-mae:6050.05322 [845] validation_0-mae:4792.42480 validation_1-mae:6050.30371 [846] validation_0-mae:4791.12061 validation_1-mae:6049.94141 [847] validation_0-mae:4790.16797 validation_1-mae:6050.73926 [848] validation_0-mae:4788.31934 validation_1-mae:6050.77148 [849] validation_0-mae:4788.21484 validation_1-mae:6050.78809 [850] validation_0-mae:4787.85010 validation_1-mae:6050.73584 [851] validation_0-mae:4787.74609 validation_1-mae:6050.69727 [852] validation_0-mae:4786.87012 validation_1-mae:6050.10400 [853] validation_0-mae:4785.89893 validation_1-mae:6049.99756 [854] validation_0-mae:4785.42725 validation_1-mae:6050.04395 [855] validation_0-mae:4784.87012 validation_1-mae:6050.08887 [856] validation_0-mae:4783.78564 validation_1-mae:6050.13623 [857] validation_0-mae:4781.62891 validation_1-mae:6049.91846 [858] validation_0-mae:4779.79004 validation_1-mae:6049.20605 [859] validation_0-mae:4779.02197 validation_1-mae:6049.34522 [860] validation_0-mae:4778.39502 validation_1-mae:6049.41699 [861] validation_0-mae:4778.35107 validation_1-mae:6049.47559 [862] validation_0-mae:4777.49658 validation_1-mae:6049.11426 [863] validation_0-mae:4776.77197 validation_1-mae:6049.02490 [864] validation_0-mae:4774.90283 validation_1-mae:6047.67920 [865] validation_0-mae:4773.36084 validation_1-mae:6047.13037 [866] validation_0-mae:4770.64209 validation_1-mae:6046.46582 [867] validation_0-mae:4769.77588 validation_1-mae:6046.69629 [868] validation_0-mae:4768.58643 validation_1-mae:6047.38867 [869] validation_0-mae:4767.60352 validation_1-mae:6047.87549 [870] validation_0-mae:4766.07324 validation_1-mae:6048.45068 [871] validation_0-mae:4765.42139 validation_1-mae:6048.22803 [872] validation_0-mae:4763.00195 validation_1-mae:6048.50537 [873] validation_0-mae:4760.47510 validation_1-mae:6047.90527 [874] validation_0-mae:4759.41602 validation_1-mae:6047.86377 [875] validation_0-mae:4757.78174 validation_1-mae:6046.81201 [876] validation_0-mae:4757.15137 validation_1-mae:6047.22070 [877] validation_0-mae:4755.55957 validation_1-mae:6047.21680 [878] validation_0-mae:4753.84375 validation_1-mae:6047.33691 [879] validation_0-mae:4750.84326 validation_1-mae:6047.03174 [880] validation_0-mae:4748.69531 validation_1-mae:6046.69092 [881] validation_0-mae:4747.08936 validation_1-mae:6046.07617 [882] validation_0-mae:4744.63672 validation_1-mae:6045.87793 [883] validation_0-mae:4742.06934 validation_1-mae:6044.91357 [884] validation_0-mae:4741.43506 validation_1-mae:6044.80225 [885] validation_0-mae:4738.91406 validation_1-mae:6043.84082 [886] validation_0-mae:4736.35889 validation_1-mae:6042.08887 [887] validation_0-mae:4734.05615 validation_1-mae:6041.42578 [888] validation_0-mae:4733.07910 validation_1-mae:6041.57520 [889] validation_0-mae:4731.72119 validation_1-mae:6041.41309 [890] validation_0-mae:4730.76953 validation_1-mae:6042.10498 [891] validation_0-mae:4729.77686 validation_1-mae:6042.03564 [892] validation_0-mae:4728.77051 validation_1-mae:6041.86963 [893] validation_0-mae:4727.67041 validation_1-mae:6041.40723 [894] validation_0-mae:4726.69434 validation_1-mae:6040.66211 [895] validation_0-mae:4724.94092 validation_1-mae:6039.68066 [896] validation_0-mae:4723.76270 validation_1-mae:6039.74023 [897] validation_0-mae:4720.93701 validation_1-mae:6038.65088 [898] validation_0-mae:4719.52734 validation_1-mae:6038.66895 [899] validation_0-mae:4718.57324 validation_1-mae:6038.45117 [900] validation_0-mae:4716.61426 validation_1-mae:6038.03174 [901] validation_0-mae:4715.63037 validation_1-mae:6037.24609 [902] validation_0-mae:4714.32129 validation_1-mae:6036.98486 [903] validation_0-mae:4712.59082 validation_1-mae:6036.48730 [904] validation_0-mae:4710.92920 validation_1-mae:6036.31787 [905] validation_0-mae:4710.01709 validation_1-mae:6035.95312 [906] validation_0-mae:4708.79492 validation_1-mae:6036.11523 [907] validation_0-mae:4707.51025 validation_1-mae:6036.34131 [908] validation_0-mae:4707.19678 validation_1-mae:6036.68848 [909] validation_0-mae:4706.91943 validation_1-mae:6036.92139 [910] validation_0-mae:4706.38184 validation_1-mae:6036.84619 [911] validation_0-mae:4705.65283 validation_1-mae:6036.14355 [912] validation_0-mae:4703.51416 validation_1-mae:6035.47559 [913] validation_0-mae:4702.19727 validation_1-mae:6035.34326 [914] validation_0-mae:4700.69873 validation_1-mae:6035.40918 [915] validation_0-mae:4700.60547 validation_1-mae:6035.45410 [916] validation_0-mae:4700.40674 validation_1-mae:6035.57666 [917] validation_0-mae:4698.60352 validation_1-mae:6035.09619 [918] validation_0-mae:4696.22656 validation_1-mae:6034.07275 [919] validation_0-mae:4693.19141 validation_1-mae:6033.90820 [920] validation_0-mae:4692.09424 validation_1-mae:6033.93164 [921] validation_0-mae:4691.39014 validation_1-mae:6033.84912 [922] validation_0-mae:4689.42041 validation_1-mae:6033.40430 [923] validation_0-mae:4687.47559 validation_1-mae:6033.63721 [924] validation_0-mae:4685.62012 validation_1-mae:6033.25879 [925] validation_0-mae:4684.73584 validation_1-mae:6032.91992 [926] validation_0-mae:4682.43311 validation_1-mae:6032.13184 [927] validation_0-mae:4681.32373 validation_1-mae:6031.88135 [928] validation_0-mae:4680.56787 validation_1-mae:6032.11719 [929] validation_0-mae:4679.32910 validation_1-mae:6032.33398 [930] validation_0-mae:4677.58301 validation_1-mae:6032.52978 [931] validation_0-mae:4676.71777 validation_1-mae:6032.61426 [932] validation_0-mae:4676.00293 validation_1-mae:6032.40039 [933] validation_0-mae:4675.45361 validation_1-mae:6032.49463 [934] validation_0-mae:4674.68750 validation_1-mae:6031.68897 [935] validation_0-mae:4674.07373 validation_1-mae:6031.82666 [936] validation_0-mae:4673.70654 validation_1-mae:6031.63574 [937] validation_0-mae:4672.37207 validation_1-mae:6031.19385 [938] validation_0-mae:4671.31738 validation_1-mae:6031.49707 [939] validation_0-mae:4670.38477 validation_1-mae:6031.26221 [940] validation_0-mae:4669.46875 validation_1-mae:6030.81787 [941] validation_0-mae:4668.91797 validation_1-mae:6030.88232 [942] validation_0-mae:4668.76465 validation_1-mae:6030.96777 [943] validation_0-mae:4667.43848 validation_1-mae:6031.23730 [944] validation_0-mae:4665.55957 validation_1-mae:6030.77686 [945] validation_0-mae:4664.79785 validation_1-mae:6030.84570 [946] validation_0-mae:4663.83398 validation_1-mae:6030.44971 [947] validation_0-mae:4661.67725 validation_1-mae:6029.94678 [948] validation_0-mae:4660.16650 validation_1-mae:6029.56250 [949] validation_0-mae:4659.23730 validation_1-mae:6029.22412 [950] validation_0-mae:4658.35352 validation_1-mae:6029.29297 [951] validation_0-mae:4657.45068 validation_1-mae:6029.37353 [952] validation_0-mae:4656.64111 validation_1-mae:6028.93311 [953] validation_0-mae:4655.47119 validation_1-mae:6028.83545 [954] validation_0-mae:4654.15576 validation_1-mae:6028.95654 [955] validation_0-mae:4654.09131 validation_1-mae:6028.93799 [956] validation_0-mae:4652.07520 validation_1-mae:6028.48633 [957] validation_0-mae:4651.64258 validation_1-mae:6028.55615 [958] validation_0-mae:4651.36084 validation_1-mae:6028.37549 [959] validation_0-mae:4651.08057 validation_1-mae:6028.61279 [960] validation_0-mae:4650.93115 validation_1-mae:6028.66650 [961] validation_0-mae:4650.72217 validation_1-mae:6028.65576 [962] validation_0-mae:4649.66162 validation_1-mae:6028.72949 [963] validation_0-mae:4648.65186 validation_1-mae:6028.61084 [964] validation_0-mae:4647.74658 validation_1-mae:6028.34863 [965] validation_0-mae:4647.04736 validation_1-mae:6028.32959 [966] validation_0-mae:4646.62988 validation_1-mae:6028.29053 [967] validation_0-mae:4646.29150 validation_1-mae:6028.31348 [968] validation_0-mae:4645.46484 validation_1-mae:6028.35986 [969] validation_0-mae:4643.99609 validation_1-mae:6027.98096 [970] validation_0-mae:4642.67139 validation_1-mae:6026.91504 [971] validation_0-mae:4642.58447 validation_1-mae:6026.99951 [972] validation_0-mae:4642.24805 validation_1-mae:6026.96387 [973] validation_0-mae:4641.81885 validation_1-mae:6027.16406 [974] validation_0-mae:4641.78662 validation_1-mae:6027.19287 [975] validation_0-mae:4640.97656 validation_1-mae:6027.17480 [976] validation_0-mae:4639.97022 validation_1-mae:6027.21875 [977] validation_0-mae:4639.32324 validation_1-mae:6027.24951 [978] validation_0-mae:4638.67188 validation_1-mae:6027.40137 [979] validation_0-mae:4637.25244 validation_1-mae:6027.75049 [980] validation_0-mae:4636.18603 validation_1-mae:6027.43994 [981] validation_0-mae:4634.17432 validation_1-mae:6026.02051 [982] validation_0-mae:4633.50635 validation_1-mae:6025.94873 [983] validation_0-mae:4631.98096 validation_1-mae:6027.35938 [984] validation_0-mae:4630.68164 validation_1-mae:6027.26904 [985] validation_0-mae:4629.17871 validation_1-mae:6026.73584 [986] validation_0-mae:4628.05664 validation_1-mae:6026.21680 [987] validation_0-mae:4626.96728 validation_1-mae:6026.03076 [988] validation_0-mae:4625.35986 validation_1-mae:6025.31787 [989] validation_0-mae:4624.33887 validation_1-mae:6025.40039 [990] validation_0-mae:4623.51318 validation_1-mae:6025.43848 [991] validation_0-mae:4622.01416 validation_1-mae:6025.13428 [992] validation_0-mae:4621.44580 validation_1-mae:6025.04102 [993] validation_0-mae:4620.37891 validation_1-mae:6025.12109 [994] validation_0-mae:4619.58203 validation_1-mae:6025.02734 [995] validation_0-mae:4617.42334 validation_1-mae:6024.06103 [996] validation_0-mae:4616.39062 validation_1-mae:6024.12891 [997] validation_0-mae:4615.35693 validation_1-mae:6023.64111 [998] validation_0-mae:4613.57227 validation_1-mae:6022.87402 [999] validation_0-mae:4612.48584 validation_1-mae:6022.82764 [1000] validation_0-mae:4610.08643 validation_1-mae:6021.97803 [1001] validation_0-mae:4608.87061 validation_1-mae:6021.58887 [1002] validation_0-mae:4606.98828 validation_1-mae:6022.47705 [1003] validation_0-mae:4605.64355 validation_1-mae:6022.08057 [1004] validation_0-mae:4604.33398 validation_1-mae:6022.00195 [1005] validation_0-mae:4603.09424 validation_1-mae:6022.01904 [1006] validation_0-mae:4602.34180 validation_1-mae:6021.84082 [1007] validation_0-mae:4600.82275 validation_1-mae:6020.71387 [1008] validation_0-mae:4599.31152 validation_1-mae:6020.55469 [1009] validation_0-mae:4597.69727 validation_1-mae:6020.75342 [1010] validation_0-mae:4594.88916 validation_1-mae:6019.31787 [1011] validation_0-mae:4593.14600 validation_1-mae:6018.90088 [1012] validation_0-mae:4590.72852 validation_1-mae:6018.77002 [1013] validation_0-mae:4588.63867 validation_1-mae:6018.48096 [1014] validation_0-mae:4587.49853 validation_1-mae:6018.32812 [1015] validation_0-mae:4586.16846 validation_1-mae:6018.97510 [1016] validation_0-mae:4585.05859 validation_1-mae:6018.85693 [1017] validation_0-mae:4583.69678 validation_1-mae:6019.10645 [1018] validation_0-mae:4582.24951 validation_1-mae:6018.92236 [1019] validation_0-mae:4581.54834 validation_1-mae:6018.91211 [1020] validation_0-mae:4580.07373 validation_1-mae:6019.30127 [1021] validation_0-mae:4579.67920 validation_1-mae:6019.06103 [1022] validation_0-mae:4578.59668 validation_1-mae:6018.90820 [1023] validation_0-mae:4577.50147 validation_1-mae:6019.16943 [1024] validation_0-mae:4577.41992 validation_1-mae:6019.27002 [1025] validation_0-mae:4576.63037 validation_1-mae:6019.20215 [1026] validation_0-mae:4575.21777 validation_1-mae:6018.68750 [1027] validation_0-mae:4573.17236 validation_1-mae:6019.23389 [1028] validation_0-mae:4572.08057 validation_1-mae:6019.40820 [1029] validation_0-mae:4570.35205 validation_1-mae:6018.90478 [1030] validation_0-mae:4570.03809 validation_1-mae:6018.86670 [1031] validation_0-mae:4569.95264 validation_1-mae:6018.97607 [1032] validation_0-mae:4569.93897 validation_1-mae:6018.97803 [1033] validation_0-mae:4568.47119 validation_1-mae:6018.67139 [1034] validation_0-mae:4567.20215 validation_1-mae:6018.64990 [1035] validation_0-mae:4566.61230 validation_1-mae:6018.54785 [1036] validation_0-mae:4565.55225 validation_1-mae:6017.81397 [1037] validation_0-mae:4564.56738 validation_1-mae:6017.59912 [1038] validation_0-mae:4563.53857 validation_1-mae:6017.38477 [1039] validation_0-mae:4562.21191 validation_1-mae:6016.83105 [1040] validation_0-mae:4560.78223 validation_1-mae:6017.02051 [1041] validation_0-mae:4559.51318 validation_1-mae:6017.34180 [1042] validation_0-mae:4557.54785 validation_1-mae:6018.23975 [1043] validation_0-mae:4555.88770 validation_1-mae:6018.54297 [1044] validation_0-mae:4555.37061 validation_1-mae:6018.83496 [1045] validation_0-mae:4552.54053 validation_1-mae:6017.97949 [1046] validation_0-mae:4550.74219 validation_1-mae:6018.25830 [1047] validation_0-mae:4550.52881 validation_1-mae:6018.23828 [1048] validation_0-mae:4549.82031 validation_1-mae:6018.09473 [1049] validation_0-mae:4549.17871 validation_1-mae:6017.81445 [1050] validation_0-mae:4548.41113 validation_1-mae:6018.23779 [1051] validation_0-mae:4547.21436 validation_1-mae:6017.47510 [1052] validation_0-mae:4546.38330 validation_1-mae:6017.19434 [1053] validation_0-mae:4545.83301 validation_1-mae:6017.08936 [1054] validation_0-mae:4544.72217 validation_1-mae:6016.68750 [1055] validation_0-mae:4542.62549 validation_1-mae:6016.53809 [1056] validation_0-mae:4541.99219 validation_1-mae:6016.58154 [1057] validation_0-mae:4541.23779 validation_1-mae:6016.55127 [1058] validation_0-mae:4539.85889 validation_1-mae:6017.59912 [1059] validation_0-mae:4537.52100 validation_1-mae:6017.33008 [1060] validation_0-mae:4536.45801 validation_1-mae:6017.56543 [1061] validation_0-mae:4534.92480 validation_1-mae:6017.49023 [1062] validation_0-mae:4534.13037 validation_1-mae:6017.42236 [1063] validation_0-mae:4533.05029 validation_1-mae:6017.38281 [1064] validation_0-mae:4532.16748 validation_1-mae:6017.23828 [1065] validation_0-mae:4531.21094 validation_1-mae:6017.05078 [1066] validation_0-mae:4529.93457 validation_1-mae:6016.05859 [1067] validation_0-mae:4528.79590 validation_1-mae:6015.85352 [1068] validation_0-mae:4527.12061 validation_1-mae:6015.31103 [1069] validation_0-mae:4526.68018 validation_1-mae:6015.56543 [1070] validation_0-mae:4525.72022 validation_1-mae:6015.21387 [1071] validation_0-mae:4525.30029 validation_1-mae:6015.17383 [1072] validation_0-mae:4524.35156 validation_1-mae:6015.06348 [1073] validation_0-mae:4522.41895 validation_1-mae:6014.33203 [1074] validation_0-mae:4521.49365 validation_1-mae:6014.41455 [1075] validation_0-mae:4519.73340 validation_1-mae:6014.89697 [1076] validation_0-mae:4518.45801 validation_1-mae:6014.84863 [1077] validation_0-mae:4517.83301 validation_1-mae:6014.64600 [1078] validation_0-mae:4516.27441 validation_1-mae:6013.88770 [1079] validation_0-mae:4514.64355 validation_1-mae:6013.76855 [1080] validation_0-mae:4513.32178 validation_1-mae:6013.17480 [1081] validation_0-mae:4512.67383 validation_1-mae:6012.88770 [1082] validation_0-mae:4511.49951 validation_1-mae:6012.98730 [1083] validation_0-mae:4508.93213 validation_1-mae:6011.27002 [1084] validation_0-mae:4507.70508 validation_1-mae:6011.04688 [1085] validation_0-mae:4506.57568 validation_1-mae:6010.74414 [1086] validation_0-mae:4505.35156 validation_1-mae:6010.94531 [1087] validation_0-mae:4504.44336 validation_1-mae:6010.54883 [1088] validation_0-mae:4503.79004 validation_1-mae:6010.35400 [1089] validation_0-mae:4502.65967 validation_1-mae:6010.44580 [1090] validation_0-mae:4501.97607 validation_1-mae:6010.07715 [1091] validation_0-mae:4500.84912 validation_1-mae:6009.87500 [1092] validation_0-mae:4499.83789 validation_1-mae:6009.43799 [1093] validation_0-mae:4499.05762 validation_1-mae:6009.52344 [1094] validation_0-mae:4498.07178 validation_1-mae:6008.94727 [1095] validation_0-mae:4496.68945 validation_1-mae:6008.26172 [1096] validation_0-mae:4495.69189 validation_1-mae:6007.69824 [1097] validation_0-mae:4494.82129 validation_1-mae:6007.32080 [1098] validation_0-mae:4493.09180 validation_1-mae:6006.94678 [1099] validation_0-mae:4492.32471 validation_1-mae:6006.78613 [1100] validation_0-mae:4491.90381 validation_1-mae:6006.96973 [1101] validation_0-mae:4490.81543 validation_1-mae:6006.81787 [1102] validation_0-mae:4488.99902 validation_1-mae:6006.01514 [1103] validation_0-mae:4488.54443 validation_1-mae:6005.67041 [1104] validation_0-mae:4488.32373 validation_1-mae:6005.67432 [1105] validation_0-mae:4487.85254 validation_1-mae:6005.75195 [1106] validation_0-mae:4486.30225 validation_1-mae:6005.59228 [1107] validation_0-mae:4485.11328 validation_1-mae:6005.30762 [1108] validation_0-mae:4484.40918 validation_1-mae:6005.36328 [1109] validation_0-mae:4483.06445 validation_1-mae:6005.32910 [1110] validation_0-mae:4481.16748 validation_1-mae:6004.06397 [1111] validation_0-mae:4479.88135 validation_1-mae:6004.20508 [1112] validation_0-mae:4478.54785 validation_1-mae:6003.86133 [1113] validation_0-mae:4476.97022 validation_1-mae:6004.11572 [1114] validation_0-mae:4475.91406 validation_1-mae:6004.42480 [1115] validation_0-mae:4474.80566 validation_1-mae:6004.44922 [1116] validation_0-mae:4473.55176 validation_1-mae:6004.43701 [1117] validation_0-mae:4472.60205 validation_1-mae:6004.13037 [1118] validation_0-mae:4472.02344 validation_1-mae:6004.12549 [1119] validation_0-mae:4471.21289 validation_1-mae:6004.71094 [1120] validation_0-mae:4470.54346 validation_1-mae:6004.40576 [1121] validation_0-mae:4469.90527 validation_1-mae:6004.32422 [1122] validation_0-mae:4468.69824 validation_1-mae:6005.38525 [1123] validation_0-mae:4467.68897 validation_1-mae:6005.46924 [1124] validation_0-mae:4466.72754 validation_1-mae:6004.85889 [1125] validation_0-mae:4465.37012 validation_1-mae:6004.34082 [1126] validation_0-mae:4463.82715 validation_1-mae:6003.93457 [1127] validation_0-mae:4462.49951 validation_1-mae:6003.29834 [1128] validation_0-mae:4460.93750 validation_1-mae:6003.02002 [1129] validation_0-mae:4459.76709 validation_1-mae:6002.27734 [1130] validation_0-mae:4458.46924 validation_1-mae:6002.12158 [1131] validation_0-mae:4456.94287 validation_1-mae:6002.50293 [1132] validation_0-mae:4455.76758 validation_1-mae:6002.55225 [1133] validation_0-mae:4454.95068 validation_1-mae:6002.57178 [1134] validation_0-mae:4453.41504 validation_1-mae:6002.46045 [1135] validation_0-mae:4451.02734 validation_1-mae:6002.42383 [1136] validation_0-mae:4450.54150 validation_1-mae:6002.28955 [1137] validation_0-mae:4449.53857 validation_1-mae:6002.41504 [1138] validation_0-mae:4449.27881 validation_1-mae:6002.58643 [1139] validation_0-mae:4447.72559 validation_1-mae:6002.88330 [1140] validation_0-mae:4446.80420 validation_1-mae:6003.14062 [1141] validation_0-mae:4445.75195 validation_1-mae:6002.97852 [1142] validation_0-mae:4444.81592 validation_1-mae:6002.84619 [1143] validation_0-mae:4443.96094 validation_1-mae:6002.91406 [1144] validation_0-mae:4443.29883 validation_1-mae:6002.97559 [1145] validation_0-mae:4442.91797 validation_1-mae:6003.15234 [1146] validation_0-mae:4441.97949 validation_1-mae:6003.28076 [1147] validation_0-mae:4441.68603 validation_1-mae:6003.19434 [1148] validation_0-mae:4440.06250 validation_1-mae:6003.22022 [1149] validation_0-mae:4439.43359 validation_1-mae:6003.34619 [1150] validation_0-mae:4439.14111 validation_1-mae:6003.29248 [1151] validation_0-mae:4438.37598 validation_1-mae:6003.45654 [1152] validation_0-mae:4437.74902 validation_1-mae:6003.55908 [1153] validation_0-mae:4436.35498 validation_1-mae:6003.45361 [1154] validation_0-mae:4435.91553 validation_1-mae:6003.41504 [1155] validation_0-mae:4434.56152 validation_1-mae:6003.74463 [1156] validation_0-mae:4434.50244 validation_1-mae:6003.75928 [1157] validation_0-mae:4433.40820 validation_1-mae:6003.17285 [1158] validation_0-mae:4431.74853 validation_1-mae:6002.33740 [1159] validation_0-mae:4429.71387 validation_1-mae:6002.41357 [1160] validation_0-mae:4429.01123 validation_1-mae:6002.10449 [1161] validation_0-mae:4427.59522 validation_1-mae:6001.88428 [1162] validation_0-mae:4427.14111 validation_1-mae:6001.98145 [1163] validation_0-mae:4425.18164 validation_1-mae:6001.59033 [1164] validation_0-mae:4424.33594 validation_1-mae:6001.46582 [1165] validation_0-mae:4424.20801 validation_1-mae:6001.43897 [1166] validation_0-mae:4423.51904 validation_1-mae:6001.74463 [1167] validation_0-mae:4422.78125 validation_1-mae:6001.79785 [1168] validation_0-mae:4421.57080 validation_1-mae:6001.67627 [1169] validation_0-mae:4420.43408 validation_1-mae:6002.03369 [1170] validation_0-mae:4419.73730 validation_1-mae:6002.13232 [1171] validation_0-mae:4419.02978 validation_1-mae:6001.75830 [1172] validation_0-mae:4418.63086 validation_1-mae:6001.62695 [1173] validation_0-mae:4417.93555 validation_1-mae:6001.50293 [1174] validation_0-mae:4417.31006 validation_1-mae:6001.28516 [1175] validation_0-mae:4415.74512 validation_1-mae:6000.94580 [1176] validation_0-mae:4414.83105 validation_1-mae:6000.90332 [1177] validation_0-mae:4413.83838 validation_1-mae:6001.08887 [1178] validation_0-mae:4412.70703 validation_1-mae:6001.81103 [1179] validation_0-mae:4412.56397 validation_1-mae:6002.01904 [1180] validation_0-mae:4411.99365 validation_1-mae:6002.07520 [1181] validation_0-mae:4411.81201 validation_1-mae:6001.94629 [1182] validation_0-mae:4411.57812 validation_1-mae:6002.00879 [1183] validation_0-mae:4411.33545 validation_1-mae:6001.96875 [1184] validation_0-mae:4409.92676 validation_1-mae:6001.42188 [1185] validation_0-mae:4409.07178 validation_1-mae:6000.92725 [1186] validation_0-mae:4407.71924 validation_1-mae:6000.70264 [1187] validation_0-mae:4406.81934 validation_1-mae:6000.92529 [1188] validation_0-mae:4405.32471 validation_1-mae:6000.60449 [1189] validation_0-mae:4404.77100 validation_1-mae:6000.68457 [1190] validation_0-mae:4403.99414 validation_1-mae:6000.30957 [1191] validation_0-mae:4402.99316 validation_1-mae:6000.93994 [1192] validation_0-mae:4402.21924 validation_1-mae:6001.04932 [1193] validation_0-mae:4401.78613 validation_1-mae:6001.20996 [1194] validation_0-mae:4401.26367 validation_1-mae:6001.22217 [1195] validation_0-mae:4400.82666 validation_1-mae:6001.08887 [1196] validation_0-mae:4400.42090 validation_1-mae:6001.13525 [1197] validation_0-mae:4400.39453 validation_1-mae:6001.19482 [1198] validation_0-mae:4398.09961 validation_1-mae:6000.63867 [1199] validation_0-mae:4395.95361 validation_1-mae:6000.50488 [1200] validation_0-mae:4394.32129 validation_1-mae:6000.55127 [1201] validation_0-mae:4392.73779 validation_1-mae:6000.01514 [1202] validation_0-mae:4391.44629 validation_1-mae:5999.32031 [1203] validation_0-mae:4390.09082 validation_1-mae:5999.19238 [1204] validation_0-mae:4389.22900 validation_1-mae:5998.91846 [1205] validation_0-mae:4387.93603 validation_1-mae:5998.94238 [1206] validation_0-mae:4387.01318 validation_1-mae:5998.82422 [1207] validation_0-mae:4386.42773 validation_1-mae:5998.93457 [1208] validation_0-mae:4385.52002 validation_1-mae:5998.17676 [1209] validation_0-mae:4385.00684 validation_1-mae:5998.57812 [1210] validation_0-mae:4384.45996 validation_1-mae:5998.59912 [1211] validation_0-mae:4383.36670 validation_1-mae:5998.95312 [1212] validation_0-mae:4382.63623 validation_1-mae:5998.75781 [1213] validation_0-mae:4381.36475 validation_1-mae:5998.54492 [1214] validation_0-mae:4380.14746 validation_1-mae:5998.55273 [1215] validation_0-mae:4378.99023 validation_1-mae:5998.10254 [1216] validation_0-mae:4377.88770 validation_1-mae:5997.83447 [1217] validation_0-mae:4376.77344 validation_1-mae:5997.61328 [1218] validation_0-mae:4375.95752 validation_1-mae:5997.33105 [1219] validation_0-mae:4374.62256 validation_1-mae:5997.83350 [1220] validation_0-mae:4374.00781 validation_1-mae:5997.79297 [1221] validation_0-mae:4373.19824 validation_1-mae:5997.38672 [1222] validation_0-mae:4371.99170 validation_1-mae:5997.34522 [1223] validation_0-mae:4371.45264 validation_1-mae:5997.90039 [1224] validation_0-mae:4370.16846 validation_1-mae:5997.83691 [1225] validation_0-mae:4368.91064 validation_1-mae:5997.33643 [1226] validation_0-mae:4367.84473 validation_1-mae:5997.36475 [1227] validation_0-mae:4366.93897 validation_1-mae:5997.41895 [1228] validation_0-mae:4365.79248 validation_1-mae:5997.40625 [1229] validation_0-mae:4364.72168 validation_1-mae:5997.22754 [1230] validation_0-mae:4364.35791 validation_1-mae:5997.13623 [1231] validation_0-mae:4363.35938 validation_1-mae:5997.76416 [1232] validation_0-mae:4362.93750 validation_1-mae:5997.81641 [1233] validation_0-mae:4362.52490 validation_1-mae:5997.70166 [1234] validation_0-mae:4361.39209 validation_1-mae:5997.11377 [1235] validation_0-mae:4361.37647 validation_1-mae:5997.14648 [1236] validation_0-mae:4360.95752 validation_1-mae:5997.08203 [1237] validation_0-mae:4359.19629 validation_1-mae:5997.08887 [1238] validation_0-mae:4358.11035 validation_1-mae:5997.50439 [1239] validation_0-mae:4357.01709 validation_1-mae:5997.20312 [1240] validation_0-mae:4355.34912 validation_1-mae:5996.82715 [1241] validation_0-mae:4353.90723 validation_1-mae:5996.59522 [1242] validation_0-mae:4353.38232 validation_1-mae:5996.12207 [1243] validation_0-mae:4352.68359 validation_1-mae:5996.26074 [1244] validation_0-mae:4351.99902 validation_1-mae:5996.18311 [1245] validation_0-mae:4350.83301 validation_1-mae:5995.92188 [1246] validation_0-mae:4349.24072 validation_1-mae:5995.74023 [1247] validation_0-mae:4348.14453 validation_1-mae:5995.76758 [1248] validation_0-mae:4346.87988 validation_1-mae:5995.68750 [1249] validation_0-mae:4346.39551 validation_1-mae:5995.52832 [1250] validation_0-mae:4346.26807 validation_1-mae:5995.52051 [1251] validation_0-mae:4344.62598 validation_1-mae:5995.53711 [1252] validation_0-mae:4342.83936 validation_1-mae:5996.38916 [1253] validation_0-mae:4340.96387 validation_1-mae:5996.31738 [1254] validation_0-mae:4338.73193 validation_1-mae:5996.83838 [1255] validation_0-mae:4338.04834 validation_1-mae:5996.26807 [1256] validation_0-mae:4337.31592 validation_1-mae:5996.27441 [1257] validation_0-mae:4335.74463 validation_1-mae:5996.36182 [1258] validation_0-mae:4334.77051 validation_1-mae:5996.51074 [1259] validation_0-mae:4333.53760 validation_1-mae:5995.87647 [1260] validation_0-mae:4332.33984 validation_1-mae:5995.80762 [1261] validation_0-mae:4331.58398 validation_1-mae:5995.85303 [1262] validation_0-mae:4330.21875 validation_1-mae:5996.43701 [1263] validation_0-mae:4329.12598 validation_1-mae:5996.22607 [1264] validation_0-mae:4328.87500 validation_1-mae:5996.17236 [1265] validation_0-mae:4327.83301 validation_1-mae:5996.03076 [1266] validation_0-mae:4326.60938 validation_1-mae:5996.37012 [1267] validation_0-mae:4325.85498 validation_1-mae:5996.73682 [1268] validation_0-mae:4325.80176 validation_1-mae:5996.82568 [1269] validation_0-mae:4324.96728 validation_1-mae:5996.93750 [1270] validation_0-mae:4324.48145 validation_1-mae:5997.12451 [1271] validation_0-mae:4322.42676 validation_1-mae:5996.40478 [1272] validation_0-mae:4321.63818 validation_1-mae:5996.48096 [1273] validation_0-mae:4320.07959 validation_1-mae:5995.86475 [1274] validation_0-mae:4319.33398 validation_1-mae:5995.89990 [1275] validation_0-mae:4318.59082 validation_1-mae:5995.67090 [1276] validation_0-mae:4318.20215 validation_1-mae:5995.56348 [1277] validation_0-mae:4317.77197 validation_1-mae:5995.64111 [1278] validation_0-mae:4317.16699 validation_1-mae:5995.81689 [1279] validation_0-mae:4316.19336 validation_1-mae:5996.62109 [1280] validation_0-mae:4314.85938 validation_1-mae:5996.56689 [1281] validation_0-mae:4314.70166 validation_1-mae:5996.58203 [1282] validation_0-mae:4313.61963 validation_1-mae:5996.26465 [1283] validation_0-mae:4312.82324 validation_1-mae:5996.05420 [1284] validation_0-mae:4312.32959 validation_1-mae:5996.03516 [1285] validation_0-mae:4312.11279 validation_1-mae:5995.99658 [1286] validation_0-mae:4312.09082 validation_1-mae:5996.02734 [1287] validation_0-mae:4311.05762 validation_1-mae:5995.79883 [1288] validation_0-mae:4310.48828 validation_1-mae:5996.12744 [1289] validation_0-mae:4309.53906 validation_1-mae:5996.32764 [1290] validation_0-mae:4308.12549 validation_1-mae:5996.46191 [1291] validation_0-mae:4307.06738 validation_1-mae:5996.28760 [1292] validation_0-mae:4305.60498 validation_1-mae:5995.77100 [1293] validation_0-mae:4304.81787 validation_1-mae:5995.79004 [1294] validation_0-mae:4303.88867 validation_1-mae:5995.56592 [1295] validation_0-mae:4303.40625 validation_1-mae:5995.51221 [1296] validation_0-mae:4303.35645 validation_1-mae:5995.56445 [1297] validation_0-mae:4302.69434 validation_1-mae:5995.67090 [1298] validation_0-mae:4301.69189 validation_1-mae:5995.60986 [1299] validation_0-mae:4300.60693 validation_1-mae:5996.00537 [1300] validation_0-mae:4299.81934 validation_1-mae:5995.13770 [1301] validation_0-mae:4299.03906 validation_1-mae:5995.52002 [1302] validation_0-mae:4298.03467 validation_1-mae:5995.34717 [1303] validation_0-mae:4296.41309 validation_1-mae:5995.23877 [1304] validation_0-mae:4295.63428 validation_1-mae:5995.01758 [1305] validation_0-mae:4294.97363 validation_1-mae:5995.10156 [1306] validation_0-mae:4294.13330 validation_1-mae:5995.15772 [1307] validation_0-mae:4293.50342 validation_1-mae:5995.10547 [1308] validation_0-mae:4293.34766 validation_1-mae:5995.08154 [1309] validation_0-mae:4292.55127 validation_1-mae:5995.14404 [1310] validation_0-mae:4290.64746 validation_1-mae:5994.97900 [1311] validation_0-mae:4289.60791 validation_1-mae:5995.12793 [1312] validation_0-mae:4288.21045 validation_1-mae:5994.46924 [1313] validation_0-mae:4286.96094 validation_1-mae:5994.69189 [1314] validation_0-mae:4286.14746 validation_1-mae:5994.70898 [1315] validation_0-mae:4284.82373 validation_1-mae:5994.25049 [1316] validation_0-mae:4283.31787 validation_1-mae:5994.59375 [1317] validation_0-mae:4282.50586 validation_1-mae:5994.27344 [1318] validation_0-mae:4281.59033 validation_1-mae:5994.27051 [1319] validation_0-mae:4280.86621 validation_1-mae:5994.09326 [1320] validation_0-mae:4279.98096 validation_1-mae:5993.87549 [1321] validation_0-mae:4278.93262 validation_1-mae:5994.20410 [1322] validation_0-mae:4277.27197 validation_1-mae:5994.69727 [1323] validation_0-mae:4276.18262 validation_1-mae:5994.11621 [1324] validation_0-mae:4274.98633 validation_1-mae:5994.51953 [1325] validation_0-mae:4273.72412 validation_1-mae:5994.82373 [1326] validation_0-mae:4271.86377 validation_1-mae:5995.19482 [1327] validation_0-mae:4270.95312 validation_1-mae:5995.06885 [1328] validation_0-mae:4269.53662 validation_1-mae:5994.21484 [1329] validation_0-mae:4268.11475 validation_1-mae:5994.06836 [1330] validation_0-mae:4267.12353 validation_1-mae:5993.82275 [1331] validation_0-mae:4265.70654 validation_1-mae:5993.78516 [1332] validation_0-mae:4265.02393 validation_1-mae:5993.85596 [1333] validation_0-mae:4264.43945 validation_1-mae:5994.01367 [1334] validation_0-mae:4263.93262 validation_1-mae:5993.96484 [1335] validation_0-mae:4263.56201 validation_1-mae:5994.29932 [1336] validation_0-mae:4262.74023 validation_1-mae:5994.58154 [1337] validation_0-mae:4262.00439 validation_1-mae:5994.53369 [1338] validation_0-mae:4261.21631 validation_1-mae:5994.61328 [1339] validation_0-mae:4260.34619 validation_1-mae:5994.32666 [1340] validation_0-mae:4259.01611 validation_1-mae:5994.39697 [1341] validation_0-mae:4258.33691 validation_1-mae:5994.43555 [1342] validation_0-mae:4256.71338 validation_1-mae:5995.24707 [1343] validation_0-mae:4256.09131 validation_1-mae:5995.24414 [1344] validation_0-mae:4254.84717 validation_1-mae:5995.55469 [1345] validation_0-mae:4254.18897 validation_1-mae:5995.81885 [1346] validation_0-mae:4253.79785 validation_1-mae:5995.79395 [1347] validation_0-mae:4253.30908 validation_1-mae:5995.72363 [1348] validation_0-mae:4252.77393 validation_1-mae:5995.64209 [1349] validation_0-mae:4252.70068 validation_1-mae:5995.71240 [1350] validation_0-mae:4252.14941 validation_1-mae:5995.54150 [1351] validation_0-mae:4251.39844 validation_1-mae:5995.83203 [1352] validation_0-mae:4251.34912 validation_1-mae:5995.87939 [1353] validation_0-mae:4251.25684 validation_1-mae:5995.89355 [1354] validation_0-mae:4250.80176 validation_1-mae:5995.59863 [1355] validation_0-mae:4249.40576 validation_1-mae:5995.63818 [1356] validation_0-mae:4249.12842 validation_1-mae:5995.62109 [1357] validation_0-mae:4248.67041 validation_1-mae:5995.43457 [1358] validation_0-mae:4247.56982 validation_1-mae:5995.35010 [1359] validation_0-mae:4246.82275 validation_1-mae:5995.42188 [1360] validation_0-mae:4246.40430 validation_1-mae:5995.35205 [1361] validation_0-mae:4246.26758 validation_1-mae:5995.41357 [1362] validation_0-mae:4245.70068 validation_1-mae:5995.53223 [1363] validation_0-mae:4244.93457 validation_1-mae:5994.99805 [1364] validation_0-mae:4243.71875 validation_1-mae:5995.17871 [1365] validation_0-mae:4242.80225 validation_1-mae:5994.84961 [1366] validation_0-mae:4242.42725 validation_1-mae:5994.61768 [1367] validation_0-mae:4241.50147 validation_1-mae:5994.79785 [1368] validation_0-mae:4241.10400 validation_1-mae:5994.81836 [1369] validation_0-mae:4240.50195 validation_1-mae:5994.61572 [1370] validation_0-mae:4240.16113 validation_1-mae:5994.36719 [1371] validation_0-mae:4238.96826 validation_1-mae:5994.06397 [1372] validation_0-mae:4236.99072 validation_1-mae:5993.67529 [1373] validation_0-mae:4236.37744 validation_1-mae:5994.07471 [1374] validation_0-mae:4235.64355 validation_1-mae:5994.18506 [1375] validation_0-mae:4234.48340 validation_1-mae:5993.80908 [1376] validation_0-mae:4232.62988 validation_1-mae:5992.95264 [1377] validation_0-mae:4231.43652 validation_1-mae:5992.73291 [1378] validation_0-mae:4230.72705 validation_1-mae:5992.77441 [1379] validation_0-mae:4230.04395 validation_1-mae:5992.69434 [1380] validation_0-mae:4229.91846 validation_1-mae:5992.73047 [1381] validation_0-mae:4229.48633 validation_1-mae:5992.81738 [1382] validation_0-mae:4227.44775 validation_1-mae:5993.11963 [1383] validation_0-mae:4225.85889 validation_1-mae:5992.00977 [1384] validation_0-mae:4225.07422 validation_1-mae:5992.03174 [1385] validation_0-mae:4224.80518 validation_1-mae:5991.95508 [1386] validation_0-mae:4223.47705 validation_1-mae:5991.53760 [1387] validation_0-mae:4222.32275 validation_1-mae:5991.42334 [1388] validation_0-mae:4221.10010 validation_1-mae:5991.49414 [1389] validation_0-mae:4220.55762 validation_1-mae:5991.30713 [1390] validation_0-mae:4219.20361 validation_1-mae:5991.45312 [1391] validation_0-mae:4218.76221 validation_1-mae:5991.59912 [1392] validation_0-mae:4217.26758 validation_1-mae:5991.16748 [1393] validation_0-mae:4216.27637 validation_1-mae:5991.08301 [1394] validation_0-mae:4215.51025 validation_1-mae:5991.17725 [1395] validation_0-mae:4214.80566 validation_1-mae:5991.22803 [1396] validation_0-mae:4214.09961 validation_1-mae:5990.96387 [1397] validation_0-mae:4212.90576 validation_1-mae:5990.66699 [1398] validation_0-mae:4212.14844 validation_1-mae:5990.86523 [1399] validation_0-mae:4211.20459 validation_1-mae:5990.99023 [1400] validation_0-mae:4210.14160 validation_1-mae:5990.89111 [1401] validation_0-mae:4208.37402 validation_1-mae:5990.35889 [1402] validation_0-mae:4206.96680 validation_1-mae:5990.31494 [1403] validation_0-mae:4205.14160 validation_1-mae:5989.27246 [1404] validation_0-mae:4203.35352 validation_1-mae:5988.50195 [1405] validation_0-mae:4202.71924 validation_1-mae:5988.14941 [1406] validation_0-mae:4201.33838 validation_1-mae:5987.80762 [1407] validation_0-mae:4200.41943 validation_1-mae:5987.72168 [1408] validation_0-mae:4199.80225 validation_1-mae:5987.65820 [1409] validation_0-mae:4199.15918 validation_1-mae:5987.78076 [1410] validation_0-mae:4198.83301 validation_1-mae:5987.88721 [1411] validation_0-mae:4198.80811 validation_1-mae:5987.89795 [1412] validation_0-mae:4198.77881 validation_1-mae:5987.93213 [1413] validation_0-mae:4198.43506 validation_1-mae:5987.59863 [1414] validation_0-mae:4198.25537 validation_1-mae:5987.58350 [1415] validation_0-mae:4196.96777 validation_1-mae:5987.23047 [1416] validation_0-mae:4195.82129 validation_1-mae:5987.04590 [1417] validation_0-mae:4194.49512 validation_1-mae:5987.21094 [1418] validation_0-mae:4193.64941 validation_1-mae:5986.90283 [1419] validation_0-mae:4192.99268 validation_1-mae:5986.81689 [1420] validation_0-mae:4192.62598 validation_1-mae:5987.26221 [1421] validation_0-mae:4191.23486 validation_1-mae:5987.16846 [1422] validation_0-mae:4190.45801 validation_1-mae:5987.10547 [1423] validation_0-mae:4189.20801 validation_1-mae:5987.14941 [1424] validation_0-mae:4187.90772 validation_1-mae:5987.26318 [1425] validation_0-mae:4187.49512 validation_1-mae:5987.36523 [1426] validation_0-mae:4187.02148 validation_1-mae:5987.43457 [1427] validation_0-mae:4186.37988 validation_1-mae:5987.12939 [1428] validation_0-mae:4185.67236 validation_1-mae:5987.28613 [1429] validation_0-mae:4184.72607 validation_1-mae:5986.88037 [1430] validation_0-mae:4184.34961 validation_1-mae:5986.53369 [1431] validation_0-mae:4183.61377 validation_1-mae:5986.28711 [1432] validation_0-mae:4182.66357 validation_1-mae:5986.13037 [1433] validation_0-mae:4182.06348 validation_1-mae:5986.01025 [1434] validation_0-mae:4181.55420 validation_1-mae:5986.05078 [1435] validation_0-mae:4180.92285 validation_1-mae:5985.97168 [1436] validation_0-mae:4179.52734 validation_1-mae:5985.58936 [1437] validation_0-mae:4177.98828 validation_1-mae:5985.15967 [1438] validation_0-mae:4176.60059 validation_1-mae:5985.67480 [1439] validation_0-mae:4175.56445 validation_1-mae:5985.85010 [1440] validation_0-mae:4174.56006 validation_1-mae:5986.43897 [1441] validation_0-mae:4173.71045 validation_1-mae:5985.96045 [1442] validation_0-mae:4172.81494 validation_1-mae:5986.22559 [1443] validation_0-mae:4172.20020 validation_1-mae:5986.58154 [1444] validation_0-mae:4170.01270 validation_1-mae:5985.92236 [1445] validation_0-mae:4169.03027 validation_1-mae:5986.04346 [1446] validation_0-mae:4167.96191 validation_1-mae:5985.85449 [1447] validation_0-mae:4167.13965 validation_1-mae:5986.27930 [1448] validation_0-mae:4165.90918 validation_1-mae:5985.60986 [1449] validation_0-mae:4165.10693 validation_1-mae:5985.95020 [1450] validation_0-mae:4164.06543 validation_1-mae:5985.99268 [1451] validation_0-mae:4163.45898 validation_1-mae:5986.15723 [1452] validation_0-mae:4162.47949 validation_1-mae:5986.40674 [1453] validation_0-mae:4161.81055 validation_1-mae:5986.30225 [1454] validation_0-mae:4160.90088 validation_1-mae:5986.49805 [1455] validation_0-mae:4159.07959 validation_1-mae:5986.63965 [1456] validation_0-mae:4157.14160 validation_1-mae:5986.86621 [1457] validation_0-mae:4155.87256 validation_1-mae:5986.84912 [1458] validation_0-mae:4154.36133 validation_1-mae:5986.75684 [1459] validation_0-mae:4153.55859 validation_1-mae:5987.00928 [1460] validation_0-mae:4152.09522 validation_1-mae:5986.96143 [1461] validation_0-mae:4151.53027 validation_1-mae:5986.82520 [1462] validation_0-mae:4150.92236 validation_1-mae:5987.00684 [1463] validation_0-mae:4150.35596 validation_1-mae:5987.02686 [1464] validation_0-mae:4149.61328 validation_1-mae:5987.28711 [1465] validation_0-mae:4148.77197 validation_1-mae:5987.06592 [1466] validation_0-mae:4147.74756 validation_1-mae:5986.97070 [1467] validation_0-mae:4147.25586 validation_1-mae:5987.07568 [1468] validation_0-mae:4146.58203 validation_1-mae:5987.29492 [1469] validation_0-mae:4146.08447 validation_1-mae:5987.22656 [1470] validation_0-mae:4145.49414 validation_1-mae:5987.03272 [1471] validation_0-mae:4145.26562 validation_1-mae:5987.13477 [1472] validation_0-mae:4145.11670 validation_1-mae:5987.07568 [1473] validation_0-mae:4144.69287 validation_1-mae:5987.02490 [1474] validation_0-mae:4143.81201 validation_1-mae:5987.56006 [1475] validation_0-mae:4143.67188 validation_1-mae:5987.54639 [1476] validation_0-mae:4143.63770 validation_1-mae:5987.58691 [1477] validation_0-mae:4142.68555 validation_1-mae:5987.63037 [1478] validation_0-mae:4142.10693 validation_1-mae:5987.43897 [1479] validation_0-mae:4141.58643 validation_1-mae:5987.08594 [1480] validation_0-mae:4141.27881 validation_1-mae:5987.33350 [1481] validation_0-mae:4141.24316 validation_1-mae:5987.33057 [1482] validation_0-mae:4140.43555 validation_1-mae:5987.19287 [1483] validation_0-mae:4139.86475 validation_1-mae:5987.35547 [1484] validation_0-mae:4139.35840 validation_1-mae:5987.15186 [1485] validation_0-mae:4138.85010 validation_1-mae:5987.00635 [1486] validation_0-mae:4137.99072 validation_1-mae:5986.62842 [1487] validation_0-mae:4136.88770 validation_1-mae:5986.03564 [1488] validation_0-mae:4135.76416 validation_1-mae:5986.58350 [1489] validation_0-mae:4134.74316 validation_1-mae:5986.24023 [1490] validation_0-mae:4134.05664 validation_1-mae:5986.44434 [1491] validation_0-mae:4132.88574 validation_1-mae:5986.46533 [1492] validation_0-mae:4131.79590 validation_1-mae:5985.64795 [1493] validation_0-mae:4130.58789 validation_1-mae:5984.90332 [1494] validation_0-mae:4129.86377 validation_1-mae:5984.83691 [1495] validation_0-mae:4128.88965 validation_1-mae:5984.83643 [1496] validation_0-mae:4128.30420 validation_1-mae:5984.74072 [1497] validation_0-mae:4127.07861 validation_1-mae:5984.60254 [1498] validation_0-mae:4126.63232 validation_1-mae:5984.84619 [1499] validation_0-mae:4126.05322 validation_1-mae:5984.64307 [1500] validation_0-mae:4125.28272 validation_1-mae:5984.65478 [1501] validation_0-mae:4125.02930 validation_1-mae:5984.78272 [1502] validation_0-mae:4124.19385 validation_1-mae:5984.54932 [1503] validation_0-mae:4123.79883 validation_1-mae:5984.32227 [1504] validation_0-mae:4123.49561 validation_1-mae:5984.25977 [1505] validation_0-mae:4122.13086 validation_1-mae:5984.65869 [1506] validation_0-mae:4120.92480 validation_1-mae:5984.46973 [1507] validation_0-mae:4120.02002 validation_1-mae:5984.36621 [1508] validation_0-mae:4119.34961 validation_1-mae:5984.23096 [1509] validation_0-mae:4118.75098 validation_1-mae:5984.40772 [1510] validation_0-mae:4117.88672 validation_1-mae:5984.74268 [1511] validation_0-mae:4117.64844 validation_1-mae:5984.74609 [1512] validation_0-mae:4116.46631 validation_1-mae:5984.47363 [1513] validation_0-mae:4115.19727 validation_1-mae:5984.74902 [1514] validation_0-mae:4114.30518 validation_1-mae:5984.56836 [1515] validation_0-mae:4113.70361 validation_1-mae:5984.74268 [1516] validation_0-mae:4112.48242 validation_1-mae:5985.47168 [1517] validation_0-mae:4112.04199 validation_1-mae:5985.57422 [1518] validation_0-mae:4110.81445 validation_1-mae:5985.00000 [1519] validation_0-mae:4109.60352 validation_1-mae:5985.46191 [1520] validation_0-mae:4108.64990 validation_1-mae:5985.49512 [1521] validation_0-mae:4108.44434 validation_1-mae:5985.57568 [1522] validation_0-mae:4108.29736 validation_1-mae:5985.78418 [1523] validation_0-mae:4107.71191 validation_1-mae:5985.79248 [1524] validation_0-mae:4106.73145 validation_1-mae:5986.11670 [1525] validation_0-mae:4105.22070 validation_1-mae:5986.58496 [1526] validation_0-mae:4104.57422 validation_1-mae:5986.73584 [1527] validation_0-mae:4103.73193 validation_1-mae:5987.02490 [1528] validation_0-mae:4102.98291 validation_1-mae:5986.88721 [1529] validation_0-mae:4101.82666 validation_1-mae:5986.54688 [1530] validation_0-mae:4101.00147 validation_1-mae:5986.56152 [1531] validation_0-mae:4100.25635 validation_1-mae:5986.61084 [1532] validation_0-mae:4099.55420 validation_1-mae:5986.62744 [1533] validation_0-mae:4098.38525 validation_1-mae:5986.20459 [1534] validation_0-mae:4097.08350 validation_1-mae:5986.59424 [1535] validation_0-mae:4096.31592 validation_1-mae:5986.47217 [1536] validation_0-mae:4095.84546 validation_1-mae:5986.29785 [1537] validation_0-mae:4094.57080 validation_1-mae:5985.93603 [1538] validation_0-mae:4094.19092 validation_1-mae:5985.93018 [1539] validation_0-mae:4093.87915 validation_1-mae:5985.87744 [1540] validation_0-mae:4092.75171 validation_1-mae:5986.00928 [1541] validation_0-mae:4091.95532 validation_1-mae:5986.26953 [1542] validation_0-mae:4091.49707 validation_1-mae:5986.23828 [1543] validation_0-mae:4090.64429 validation_1-mae:5986.15478 [1544] validation_0-mae:4089.71899 validation_1-mae:5985.87939 [1545] validation_0-mae:4088.54370 validation_1-mae:5985.86133 [1546] validation_0-mae:4087.92163 validation_1-mae:5986.37891 [1547] validation_0-mae:4087.18896 validation_1-mae:5987.03564 [1548] validation_0-mae:4087.11353 validation_1-mae:5987.01465 [1549] validation_0-mae:4086.75708 validation_1-mae:5986.90674 [1550] validation_0-mae:4086.73584 validation_1-mae:5986.95410 [1551] validation_0-mae:4086.38159 validation_1-mae:5986.91553 [1552] validation_0-mae:4084.49561 validation_1-mae:5986.60498 [1553] validation_0-mae:4083.60913 validation_1-mae:5986.60645 [1554] validation_0-mae:4082.44751 validation_1-mae:5986.13672 [1555] validation_0-mae:4081.30518 validation_1-mae:5985.86670 [1556] validation_0-mae:4080.32422 validation_1-mae:5986.00000 [1557] validation_0-mae:4079.80054 validation_1-mae:5985.83691 [1558] validation_0-mae:4078.96338 validation_1-mae:5985.93603 [1559] validation_0-mae:4078.12817 validation_1-mae:5986.08984 [1560] validation_0-mae:4077.08911 validation_1-mae:5986.62500 [1561] validation_0-mae:4075.81641 validation_1-mae:5986.73584 [1562] validation_0-mae:4075.04785 validation_1-mae:5986.85498 [1563] validation_0-mae:4073.94531 validation_1-mae:5986.94873 [1564] validation_0-mae:4072.75195 validation_1-mae:5986.69727 [1565] validation_0-mae:4071.47021 validation_1-mae:5987.35400 [1566] validation_0-mae:4069.95581 validation_1-mae:5987.89404 [1567] validation_0-mae:4069.15918 validation_1-mae:5988.11084 [1568] validation_0-mae:4068.03320 validation_1-mae:5988.24512 [1569] validation_0-mae:4067.31763 validation_1-mae:5987.90332 [1570] validation_0-mae:4067.00635 validation_1-mae:5987.70557 [1571] validation_0-mae:4066.45288 validation_1-mae:5987.63379 [1572] validation_0-mae:4065.42236 validation_1-mae:5987.19580 [1573] validation_0-mae:4064.78931 validation_1-mae:5987.31934 [1574] validation_0-mae:4063.39624 validation_1-mae:5987.55615 [1575] validation_0-mae:4062.14209 validation_1-mae:5987.32764 [1576] validation_0-mae:4061.52026 validation_1-mae:5987.28857 [1577] validation_0-mae:4060.93140 validation_1-mae:5987.50244 [1578] validation_0-mae:4060.42456 validation_1-mae:5987.65283 [1579] validation_0-mae:4059.62573 validation_1-mae:5987.75342 [1580] validation_0-mae:4058.60010 validation_1-mae:5987.86865 [1581] validation_0-mae:4057.66333 validation_1-mae:5987.61133 [1582] validation_0-mae:4056.88330 validation_1-mae:5987.68311 [1583] validation_0-mae:4056.28174 validation_1-mae:5987.92334 [1584] validation_0-mae:4055.38135 validation_1-mae:5987.58301 [1585] validation_0-mae:4054.05371 validation_1-mae:5987.01562 [1586] validation_0-mae:4053.04785 validation_1-mae:5986.85498 [1587] validation_0-mae:4052.46997 validation_1-mae:5986.93408 [1588] validation_0-mae:4051.91748 validation_1-mae:5987.04785 [1589] validation_0-mae:4051.35938 validation_1-mae:5986.95312 [1590] validation_0-mae:4050.36084 validation_1-mae:5987.58398 [1591] validation_0-mae:4048.70532 validation_1-mae:5987.44385 [1592] validation_0-mae:4047.26465 validation_1-mae:5987.43750 [1593] validation_0-mae:4045.91797 validation_1-mae:5987.91113 [1594] validation_0-mae:4044.74414 validation_1-mae:5987.82080 [1595] validation_0-mae:4044.03271 validation_1-mae:5987.89014 [1596] validation_0-mae:4043.04834 validation_1-mae:5987.90234 [1597] validation_0-mae:4042.39941 validation_1-mae:5988.29053 [1598] validation_0-mae:4041.53149 validation_1-mae:5988.83838 [1599] validation_0-mae:4040.15820 validation_1-mae:5988.63867 [1600] validation_0-mae:4038.67261 validation_1-mae:5988.93311 [1601] validation_0-mae:4038.25952 validation_1-mae:5988.74805 [1602] validation_0-mae:4037.12695 validation_1-mae:5988.98242 [1603] validation_0-mae:4036.59009 validation_1-mae:5989.34863 [1604] validation_0-mae:4035.56299 validation_1-mae:5989.47363 [1605] validation_0-mae:4034.71997 validation_1-mae:5990.00781 [1606] validation_0-mae:4034.04419 validation_1-mae:5989.89502 [1607] validation_0-mae:4032.58740 validation_1-mae:5989.71338 [1608] validation_0-mae:4031.20117 validation_1-mae:5989.80078 [1609] validation_0-mae:4030.63379 validation_1-mae:5989.81201 [1610] validation_0-mae:4030.11597 validation_1-mae:5989.86572 [1611] validation_0-mae:4029.30615 validation_1-mae:5989.51904 [1612] validation_0-mae:4028.21533 validation_1-mae:5989.79883 [1613] validation_0-mae:4026.97803 validation_1-mae:5989.46143 [1614] validation_0-mae:4025.69995 validation_1-mae:5989.51855 [1615] validation_0-mae:4024.60620 validation_1-mae:5988.99316 [1616] validation_0-mae:4023.69336 validation_1-mae:5988.97705 [1617] validation_0-mae:4023.17212 validation_1-mae:5989.17285 [1618] validation_0-mae:4022.00537 validation_1-mae:5988.52783 [1619] validation_0-mae:4021.06836 validation_1-mae:5988.44189 [1620] validation_0-mae:4020.67310 validation_1-mae:5988.42529 [1621] validation_0-mae:4019.95386 validation_1-mae:5988.64111 [1622] validation_0-mae:4018.72656 validation_1-mae:5988.38184 [1623] validation_0-mae:4018.19800 validation_1-mae:5988.41553 [1624] validation_0-mae:4018.18481 validation_1-mae:5988.42285 [1625] validation_0-mae:4017.76538 validation_1-mae:5988.25488 [1626] validation_0-mae:4016.66211 validation_1-mae:5987.73438 [1627] validation_0-mae:4016.11548 validation_1-mae:5987.62500 [1628] validation_0-mae:4015.53198 validation_1-mae:5988.11475 [1629] validation_0-mae:4014.02441 validation_1-mae:5987.82666 [1630] validation_0-mae:4012.96460 validation_1-mae:5987.61572 [1631] validation_0-mae:4012.68677 validation_1-mae:5987.30029 [1632] validation_0-mae:4011.47412 validation_1-mae:5987.50098 [1633] validation_0-mae:4010.64356 validation_1-mae:5987.83203 [1634] validation_0-mae:4009.92139 validation_1-mae:5987.99707 [1635] validation_0-mae:4008.35889 validation_1-mae:5987.64551 [1636] validation_0-mae:4007.71216 validation_1-mae:5987.45068 [1637] validation_0-mae:4007.32568 validation_1-mae:5987.30762 [1638] validation_0-mae:4006.33423 validation_1-mae:5987.11475 [1639] validation_0-mae:4005.29150 validation_1-mae:5987.27637 [1640] validation_0-mae:4004.33936 validation_1-mae:5987.48242 [1641] validation_0-mae:4003.73486 validation_1-mae:5986.97461 [1642] validation_0-mae:4003.04126 validation_1-mae:5987.11523 [1643] validation_0-mae:4002.36645 validation_1-mae:5986.93652 [1644] validation_0-mae:4001.61987 validation_1-mae:5987.08203 [1645] validation_0-mae:4000.91235 validation_1-mae:5987.22314 [1646] validation_0-mae:4000.05054 validation_1-mae:5987.65527 [1647] validation_0-mae:3999.47046 validation_1-mae:5987.31836 [1648] validation_0-mae:3998.86694 validation_1-mae:5987.01221 [1649] validation_0-mae:3998.31934 validation_1-mae:5987.35547 [1650] validation_0-mae:3997.55933 validation_1-mae:5987.58008 [1651] validation_0-mae:3996.65479 validation_1-mae:5988.12695 [1652] validation_0-mae:3995.35327 validation_1-mae:5988.01367 [1653] validation_0-mae:3994.80151 validation_1-mae:5988.22559 [1654] validation_0-mae:3994.02002 validation_1-mae:5988.09912 [1655] validation_0-mae:3993.71997 validation_1-mae:5988.06738 [1656] validation_0-mae:3993.42236 validation_1-mae:5988.29248 [1657] validation_0-mae:3992.71265 validation_1-mae:5988.48779 [1658] validation_0-mae:3992.50171 validation_1-mae:5988.75684 [1659] validation_0-mae:3990.91919 validation_1-mae:5989.52295 [1660] validation_0-mae:3990.53174 validation_1-mae:5989.53906 [1661] validation_0-mae:3989.61670 validation_1-mae:5989.01855 [1662] validation_0-mae:3988.39819 validation_1-mae:5989.45752 [1663] validation_0-mae:3987.88013 validation_1-mae:5989.26025 [1664] validation_0-mae:3987.07300 validation_1-mae:5989.39844 [1665] validation_0-mae:3986.75659 validation_1-mae:5989.58496 [1666] validation_0-mae:3985.60986 validation_1-mae:5989.58447 [1667] validation_0-mae:3984.86987 validation_1-mae:5989.72852 [1668] validation_0-mae:3984.20142 validation_1-mae:5990.07178 [1669] validation_0-mae:3983.67554 validation_1-mae:5989.92041 [1670] validation_0-mae:3982.70972 validation_1-mae:5990.07178 [1671] validation_0-mae:3982.32446 validation_1-mae:5990.22266 [1672] validation_0-mae:3981.59082 validation_1-mae:5990.11328 [1673] validation_0-mae:3980.02124 validation_1-mae:5989.92090 [1674] validation_0-mae:3979.15723 validation_1-mae:5989.77490 [1675] validation_0-mae:3977.72388 validation_1-mae:5989.70312 [1676] validation_0-mae:3976.57007 validation_1-mae:5989.92041 [1677] validation_0-mae:3975.53711 validation_1-mae:5989.82764 [1678] validation_0-mae:3974.93359 validation_1-mae:5989.72266 [1679] validation_0-mae:3973.71875 validation_1-mae:5989.95996 [1680] validation_0-mae:3973.31543 validation_1-mae:5990.07617 [1681] validation_0-mae:3972.34912 validation_1-mae:5989.75488 [1682] validation_0-mae:3971.08960 validation_1-mae:5990.40527 [1683] validation_0-mae:3970.54541 validation_1-mae:5990.24219 [1684] validation_0-mae:3969.73853 validation_1-mae:5990.57324 [1685] validation_0-mae:3969.22778 validation_1-mae:5990.57520 [1686] validation_0-mae:3968.24707 validation_1-mae:5990.81543 [1687] validation_0-mae:3967.10376 validation_1-mae:5990.60889 [1688] validation_0-mae:3966.24194 validation_1-mae:5990.68262 [1689] validation_0-mae:3965.14624 validation_1-mae:5990.48730 [1690] validation_0-mae:3964.23682 validation_1-mae:5990.83496 [1691] validation_0-mae:3963.86768 validation_1-mae:5990.99219 [1692] validation_0-mae:3963.01733 validation_1-mae:5990.71533 [1693] validation_0-mae:3962.20728 validation_1-mae:5990.81592 [1694] validation_0-mae:3961.66284 validation_1-mae:5991.07324 [1695] validation_0-mae:3961.62988 validation_1-mae:5991.09424 [1696] validation_0-mae:3961.09180 validation_1-mae:5990.99561 [1697] validation_0-mae:3960.38330 validation_1-mae:5991.11182 [1698] validation_0-mae:3960.28223 validation_1-mae:5991.21045 [1699] validation_0-mae:3959.80591 validation_1-mae:5991.24219 Dropping: octavi [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.22852 [7] validation_0-mae:14475.86523 validation_1-mae:14248.05859 [8] validation_0-mae:13346.72363 validation_1-mae:13125.86914 [9] validation_0-mae:12383.51367 validation_1-mae:12166.09082 [10] validation_0-mae:11563.51367 validation_1-mae:11349.96582 [11] validation_0-mae:10874.35449 validation_1-mae:10668.10644 [12] validation_0-mae:10304.22168 validation_1-mae:10106.61426 [13] validation_0-mae:9819.97461 validation_1-mae:9627.01269 [14] validation_0-mae:9418.90527 validation_1-mae:9236.48047 [15] validation_0-mae:9084.41894 validation_1-mae:8909.05273 [16] validation_0-mae:8802.76660 validation_1-mae:8637.64356 [17] validation_0-mae:8567.56836 validation_1-mae:8413.21191 [18] validation_0-mae:8374.73828 validation_1-mae:8225.03418 [19] validation_0-mae:8211.97070 validation_1-mae:8072.09473 [20] validation_0-mae:8069.25439 validation_1-mae:7940.95850 [21] validation_0-mae:7944.89600 validation_1-mae:7833.03906 [22] validation_0-mae:7846.75635 validation_1-mae:7746.87891 [23] validation_0-mae:7760.49268 validation_1-mae:7677.75049 [24] validation_0-mae:7676.77881 validation_1-mae:7599.40381 [25] validation_0-mae:7604.22461 validation_1-mae:7536.08350 [26] validation_0-mae:7548.77930 validation_1-mae:7489.27197 [27] validation_0-mae:7488.50000 validation_1-mae:7435.24219 [28] validation_0-mae:7439.26465 validation_1-mae:7394.15186 [29] validation_0-mae:7397.07129 validation_1-mae:7359.93652 [30] validation_0-mae:7361.33447 validation_1-mae:7329.32959 [31] validation_0-mae:7320.76855 validation_1-mae:7292.86084 [32] validation_0-mae:7292.27344 validation_1-mae:7275.55713 [33] validation_0-mae:7264.06689 validation_1-mae:7254.51514 [34] validation_0-mae:7233.79004 validation_1-mae:7234.55371 [35] validation_0-mae:7202.32031 validation_1-mae:7209.68115 [36] validation_0-mae:7185.08740 validation_1-mae:7196.26562 [37] validation_0-mae:7167.61963 validation_1-mae:7185.83398 [38] validation_0-mae:7142.17969 validation_1-mae:7164.33447 [39] validation_0-mae:7120.81445 validation_1-mae:7147.15186 [40] validation_0-mae:7102.98682 validation_1-mae:7136.78223 [41] validation_0-mae:7086.79443 validation_1-mae:7124.38672 [42] validation_0-mae:7069.74609 validation_1-mae:7113.64502 [43] validation_0-mae:7049.70898 validation_1-mae:7099.83887 [44] validation_0-mae:7033.69287 validation_1-mae:7086.78125 [45] validation_0-mae:7014.76465 validation_1-mae:7073.62158 [46] validation_0-mae:6998.53857 validation_1-mae:7063.44971 [47] validation_0-mae:6975.02393 validation_1-mae:7044.68506 [48] validation_0-mae:6963.79541 validation_1-mae:7036.02393 [49] validation_0-mae:6944.66797 validation_1-mae:7021.85156 [50] validation_0-mae:6920.67480 validation_1-mae:7006.44238 [51] validation_0-mae:6908.85303 validation_1-mae:6997.20117 [52] validation_0-mae:6890.51709 validation_1-mae:6985.25879 [53] validation_0-mae:6871.32324 validation_1-mae:6968.49561 [54] validation_0-mae:6856.89600 validation_1-mae:6955.84033 [55] validation_0-mae:6846.20459 validation_1-mae:6949.39941 [56] validation_0-mae:6826.03076 validation_1-mae:6932.63135 [57] validation_0-mae:6813.08398 validation_1-mae:6924.05518 [58] validation_0-mae:6803.71582 validation_1-mae:6917.28223 [59] validation_0-mae:6786.72754 validation_1-mae:6909.31934 [60] validation_0-mae:6774.04492 validation_1-mae:6898.78809 [61] validation_0-mae:6760.41797 validation_1-mae:6887.98682 [62] validation_0-mae:6749.58740 validation_1-mae:6881.34961 [63] validation_0-mae:6734.16895 validation_1-mae:6868.87207 [64] validation_0-mae:6721.70703 validation_1-mae:6858.42432 [65] validation_0-mae:6710.04395 validation_1-mae:6849.71387 [66] validation_0-mae:6696.66162 validation_1-mae:6836.01172 [67] validation_0-mae:6686.05078 validation_1-mae:6830.29443 [68] validation_0-mae:6675.47510 validation_1-mae:6821.84228 [69] validation_0-mae:6670.55078 validation_1-mae:6818.51904 [70] validation_0-mae:6656.58936 validation_1-mae:6809.36768 [71] validation_0-mae:6645.05908 validation_1-mae:6800.70020 [72] validation_0-mae:6634.14893 validation_1-mae:6795.95752 [73] validation_0-mae:6626.81543 validation_1-mae:6789.56934 [74] validation_0-mae:6615.48486 validation_1-mae:6782.51221 [75] validation_0-mae:6594.62647 validation_1-mae:6763.79248 [76] validation_0-mae:6584.61572 validation_1-mae:6756.07129 [77] validation_0-mae:6580.52246 validation_1-mae:6751.64502 [78] validation_0-mae:6571.61914 validation_1-mae:6744.29541 [79] validation_0-mae:6562.51611 validation_1-mae:6739.52148 [80] validation_0-mae:6553.35889 validation_1-mae:6730.89697 [81] validation_0-mae:6540.77051 validation_1-mae:6722.70459 [82] validation_0-mae:6534.70850 validation_1-mae:6718.22705 [83] validation_0-mae:6526.16943 validation_1-mae:6711.60254 [84] validation_0-mae:6519.55664 validation_1-mae:6708.77588 [85] validation_0-mae:6510.32275 validation_1-mae:6702.08350 [86] validation_0-mae:6502.94092 validation_1-mae:6699.16016 [87] validation_0-mae:6490.16992 validation_1-mae:6689.09228 [88] validation_0-mae:6477.60596 validation_1-mae:6683.23584 [89] validation_0-mae:6471.63135 validation_1-mae:6677.29883 [90] validation_0-mae:6465.46338 validation_1-mae:6673.47559 [91] validation_0-mae:6457.59522 validation_1-mae:6666.51709 [92] validation_0-mae:6450.43164 validation_1-mae:6662.82471 [93] validation_0-mae:6442.52686 validation_1-mae:6659.67920 [94] validation_0-mae:6435.18066 validation_1-mae:6654.33594 [95] validation_0-mae:6427.90039 validation_1-mae:6648.77783 [96] validation_0-mae:6421.48535 validation_1-mae:6644.79395 [97] validation_0-mae:6411.04785 validation_1-mae:6638.40576 [98] validation_0-mae:6403.91064 validation_1-mae:6632.00488 [99] validation_0-mae:6396.84228 validation_1-mae:6627.22705 [100] validation_0-mae:6388.18603 validation_1-mae:6620.25879 [101] validation_0-mae:6385.47559 validation_1-mae:6618.67627 [102] validation_0-mae:6377.70654 validation_1-mae:6615.75830 [103] validation_0-mae:6372.88721 validation_1-mae:6611.27344 [104] validation_0-mae:6367.11963 validation_1-mae:6607.29541 [105] validation_0-mae:6361.61133 validation_1-mae:6602.97119 [106] validation_0-mae:6354.73535 validation_1-mae:6600.18652 [107] validation_0-mae:6351.73486 validation_1-mae:6598.73926 [108] validation_0-mae:6347.29199 validation_1-mae:6595.98975 [109] validation_0-mae:6340.40186 validation_1-mae:6591.05127 [110] validation_0-mae:6332.76660 validation_1-mae:6585.40723 [111] validation_0-mae:6328.40234 validation_1-mae:6583.39258 [112] validation_0-mae:6324.09619 validation_1-mae:6579.38965 [113] validation_0-mae:6317.14746 validation_1-mae:6574.87598 [114] validation_0-mae:6312.28125 validation_1-mae:6571.61377 [115] validation_0-mae:6307.44629 validation_1-mae:6569.82031 [116] validation_0-mae:6303.75098 validation_1-mae:6566.81397 [117] validation_0-mae:6300.46240 validation_1-mae:6565.81934 [118] validation_0-mae:6285.49316 validation_1-mae:6554.36963 [119] validation_0-mae:6280.44287 validation_1-mae:6553.37598 [120] validation_0-mae:6275.94580 validation_1-mae:6551.36328 [121] validation_0-mae:6269.61475 validation_1-mae:6547.83203 [122] validation_0-mae:6265.71728 validation_1-mae:6546.21143 [123] validation_0-mae:6260.69434 validation_1-mae:6542.29346 [124] validation_0-mae:6255.40723 validation_1-mae:6537.88037 [125] validation_0-mae:6252.21533 validation_1-mae:6535.39355 [126] validation_0-mae:6248.73242 validation_1-mae:6532.99658 [127] validation_0-mae:6245.21240 validation_1-mae:6531.77686 [128] validation_0-mae:6239.31397 validation_1-mae:6528.43799 [129] validation_0-mae:6230.73389 validation_1-mae:6522.00147 [130] validation_0-mae:6222.81103 validation_1-mae:6517.87549 [131] validation_0-mae:6215.81250 validation_1-mae:6512.67676 [132] validation_0-mae:6208.52686 validation_1-mae:6505.99512 [133] validation_0-mae:6207.25000 validation_1-mae:6505.46143 [134] validation_0-mae:6200.48145 validation_1-mae:6501.82227 [135] validation_0-mae:6196.98242 validation_1-mae:6500.99951 [136] validation_0-mae:6191.95264 validation_1-mae:6496.77637 [137] validation_0-mae:6185.63721 validation_1-mae:6492.56689 [138] validation_0-mae:6179.22070 validation_1-mae:6487.54150 [139] validation_0-mae:6174.90674 validation_1-mae:6486.11377 [140] validation_0-mae:6170.86084 validation_1-mae:6483.79785 [141] validation_0-mae:6167.00098 validation_1-mae:6480.98682 [142] validation_0-mae:6162.78027 validation_1-mae:6480.19971 [143] validation_0-mae:6159.03955 validation_1-mae:6478.74951 [144] validation_0-mae:6156.55127 validation_1-mae:6477.37842 [145] validation_0-mae:6154.79004 validation_1-mae:6476.16602 [146] validation_0-mae:6150.08594 validation_1-mae:6473.71582 [147] validation_0-mae:6145.03369 validation_1-mae:6471.99951 [148] validation_0-mae:6141.25635 validation_1-mae:6470.68750 [149] validation_0-mae:6133.24268 validation_1-mae:6464.63232 [150] validation_0-mae:6129.84326 validation_1-mae:6463.03516 [151] validation_0-mae:6125.86621 validation_1-mae:6460.72266 [152] validation_0-mae:6117.30566 validation_1-mae:6453.75830 [153] validation_0-mae:6111.80615 validation_1-mae:6450.54297 [154] validation_0-mae:6105.25635 validation_1-mae:6449.18506 [155] validation_0-mae:6100.87012 validation_1-mae:6445.92188 [156] validation_0-mae:6095.81055 validation_1-mae:6443.39404 [157] validation_0-mae:6094.80420 validation_1-mae:6442.27100 [158] validation_0-mae:6091.64258 validation_1-mae:6441.39502 [159] validation_0-mae:6086.85352 validation_1-mae:6437.46582 [160] validation_0-mae:6079.98242 validation_1-mae:6432.03809 [161] validation_0-mae:6076.78516 validation_1-mae:6430.47803 [162] validation_0-mae:6073.68603 validation_1-mae:6429.52686 [163] validation_0-mae:6069.70703 validation_1-mae:6426.91992 [164] validation_0-mae:6066.64600 validation_1-mae:6425.31201 [165] validation_0-mae:6063.58154 validation_1-mae:6425.62939 [166] validation_0-mae:6060.31201 validation_1-mae:6424.00439 [167] validation_0-mae:6057.61572 validation_1-mae:6422.34814 [168] validation_0-mae:6052.45312 validation_1-mae:6420.50195 [169] validation_0-mae:6047.73926 validation_1-mae:6418.72656 [170] validation_0-mae:6045.80615 validation_1-mae:6418.05762 [171] validation_0-mae:6041.22510 validation_1-mae:6418.76855 [172] validation_0-mae:6039.63965 validation_1-mae:6418.59619 [173] validation_0-mae:6036.31836 validation_1-mae:6417.80518 [174] validation_0-mae:6032.70410 validation_1-mae:6416.07031 [175] validation_0-mae:6029.19238 validation_1-mae:6414.81152 [176] validation_0-mae:6025.88672 validation_1-mae:6413.72949 [177] validation_0-mae:6023.56934 validation_1-mae:6412.29102 [178] validation_0-mae:6021.21582 validation_1-mae:6411.16504 [179] validation_0-mae:6018.04834 validation_1-mae:6409.47168 [180] validation_0-mae:6015.53857 validation_1-mae:6407.68018 [181] validation_0-mae:6015.06055 validation_1-mae:6407.53662 [182] validation_0-mae:6008.23633 validation_1-mae:6404.18555 [183] validation_0-mae:5999.70898 validation_1-mae:6399.19873 [184] validation_0-mae:5996.48193 validation_1-mae:6398.03174 [185] validation_0-mae:5991.63135 validation_1-mae:6396.07812 [186] validation_0-mae:5989.04346 validation_1-mae:6396.24707 [187] validation_0-mae:5984.61719 validation_1-mae:6393.61914 [188] validation_0-mae:5980.36475 validation_1-mae:6391.79004 [189] validation_0-mae:5975.98926 validation_1-mae:6388.73242 [190] validation_0-mae:5969.76465 validation_1-mae:6385.65625 [191] validation_0-mae:5966.18164 validation_1-mae:6384.05566 [192] validation_0-mae:5963.09082 validation_1-mae:6383.50537 [193] validation_0-mae:5960.63672 validation_1-mae:6382.87402 [194] validation_0-mae:5959.54102 validation_1-mae:6382.15625 [195] validation_0-mae:5956.40967 validation_1-mae:6381.62109 [196] validation_0-mae:5953.78711 validation_1-mae:6379.63867 [197] validation_0-mae:5951.14551 validation_1-mae:6377.92480 [198] validation_0-mae:5948.77393 validation_1-mae:6376.57568 [199] validation_0-mae:5944.65039 validation_1-mae:6375.51074 [200] validation_0-mae:5942.31055 validation_1-mae:6374.55518 [201] validation_0-mae:5939.12744 validation_1-mae:6373.61475 [202] validation_0-mae:5935.48975 validation_1-mae:6373.10254 [203] validation_0-mae:5933.61426 validation_1-mae:6372.41504 [204] validation_0-mae:5927.83594 validation_1-mae:6370.49707 [205] validation_0-mae:5922.65967 validation_1-mae:6369.45508 [206] validation_0-mae:5918.70752 validation_1-mae:6366.87793 [207] validation_0-mae:5912.37598 validation_1-mae:6361.72852 [208] validation_0-mae:5910.04297 validation_1-mae:6361.16455 [209] validation_0-mae:5909.07812 validation_1-mae:6360.93213 [210] validation_0-mae:5906.16113 validation_1-mae:6360.42285 [211] validation_0-mae:5900.21045 validation_1-mae:6357.76758 [212] validation_0-mae:5896.07422 validation_1-mae:6356.09082 [213] validation_0-mae:5894.13623 validation_1-mae:6355.87207 [214] validation_0-mae:5891.35059 validation_1-mae:6354.91943 [215] validation_0-mae:5886.97900 validation_1-mae:6352.00537 [216] validation_0-mae:5883.60596 validation_1-mae:6351.89355 [217] validation_0-mae:5880.00342 validation_1-mae:6350.22754 [218] validation_0-mae:5878.79150 validation_1-mae:6349.52002 [219] validation_0-mae:5876.90820 validation_1-mae:6348.91309 [220] validation_0-mae:5874.62939 validation_1-mae:6347.23633 [221] validation_0-mae:5872.10400 validation_1-mae:6346.44678 [222] validation_0-mae:5867.57275 validation_1-mae:6343.89404 [223] validation_0-mae:5865.78857 validation_1-mae:6343.26074 [224] validation_0-mae:5865.01758 validation_1-mae:6343.26514 [225] validation_0-mae:5863.58057 validation_1-mae:6341.88965 [226] validation_0-mae:5860.97803 validation_1-mae:6342.57373 [227] validation_0-mae:5856.66406 validation_1-mae:6340.26855 [228] validation_0-mae:5852.91943 validation_1-mae:6337.28320 [229] validation_0-mae:5845.58594 validation_1-mae:6331.55566 [230] validation_0-mae:5839.43750 validation_1-mae:6327.26562 [231] validation_0-mae:5836.72705 validation_1-mae:6325.60840 [232] validation_0-mae:5833.36377 validation_1-mae:6323.85693 [233] validation_0-mae:5828.91455 validation_1-mae:6320.03027 [234] validation_0-mae:5825.32080 validation_1-mae:6319.12891 [235] validation_0-mae:5823.41162 validation_1-mae:6317.96289 [236] validation_0-mae:5821.31934 validation_1-mae:6316.97803 [237] validation_0-mae:5816.73242 validation_1-mae:6314.61426 [238] validation_0-mae:5815.86279 validation_1-mae:6314.17432 [239] validation_0-mae:5811.49121 validation_1-mae:6311.49756 [240] validation_0-mae:5808.39404 validation_1-mae:6310.43750 [241] validation_0-mae:5805.13330 validation_1-mae:6309.14111 [242] validation_0-mae:5803.43408 validation_1-mae:6308.77344 [243] validation_0-mae:5800.56494 validation_1-mae:6307.39160 [244] validation_0-mae:5798.26074 validation_1-mae:6305.95557 [245] validation_0-mae:5795.84180 validation_1-mae:6305.35938 [246] validation_0-mae:5794.55420 validation_1-mae:6304.71387 [247] validation_0-mae:5792.75830 validation_1-mae:6304.37988 [248] validation_0-mae:5789.75293 validation_1-mae:6303.46436 [249] validation_0-mae:5789.15283 validation_1-mae:6303.36182 [250] validation_0-mae:5784.59326 validation_1-mae:6301.44385 [251] validation_0-mae:5782.48291 validation_1-mae:6300.45508 [252] validation_0-mae:5780.14062 validation_1-mae:6300.05713 [253] validation_0-mae:5778.29834 validation_1-mae:6299.54736 [254] validation_0-mae:5776.72998 validation_1-mae:6299.58838 [255] validation_0-mae:5775.72607 validation_1-mae:6299.49756 [256] validation_0-mae:5773.73096 validation_1-mae:6298.86426 [257] validation_0-mae:5771.70215 validation_1-mae:6297.37647 [258] validation_0-mae:5770.25732 validation_1-mae:6296.40772 [259] validation_0-mae:5766.94775 validation_1-mae:6293.52344 [260] validation_0-mae:5765.38672 validation_1-mae:6293.46777 [261] validation_0-mae:5762.74414 validation_1-mae:6292.29980 [262] validation_0-mae:5760.84180 validation_1-mae:6292.78076 [263] validation_0-mae:5758.62353 validation_1-mae:6291.09180 [264] validation_0-mae:5755.70459 validation_1-mae:6290.60156 [265] validation_0-mae:5751.83398 validation_1-mae:6290.47266 [266] validation_0-mae:5748.02930 validation_1-mae:6287.61572 [267] validation_0-mae:5745.39941 validation_1-mae:6286.65478 [268] validation_0-mae:5742.47217 validation_1-mae:6284.66846 [269] validation_0-mae:5736.97705 validation_1-mae:6280.50488 [270] validation_0-mae:5733.43408 validation_1-mae:6279.41064 [271] validation_0-mae:5730.54102 validation_1-mae:6278.29492 [272] validation_0-mae:5723.48926 validation_1-mae:6275.27344 [273] validation_0-mae:5721.64062 validation_1-mae:6274.66357 [274] validation_0-mae:5720.67920 validation_1-mae:6274.99561 [275] validation_0-mae:5719.78760 validation_1-mae:6274.27148 [276] validation_0-mae:5715.82324 validation_1-mae:6272.06299 [277] validation_0-mae:5714.99512 validation_1-mae:6271.72705 [278] validation_0-mae:5713.94873 validation_1-mae:6271.57812 [279] validation_0-mae:5711.12988 validation_1-mae:6270.50977 [280] validation_0-mae:5706.86963 validation_1-mae:6268.48633 [281] validation_0-mae:5704.45312 validation_1-mae:6267.96436 [282] validation_0-mae:5702.69531 validation_1-mae:6266.85449 [283] validation_0-mae:5700.79102 validation_1-mae:6266.48438 [284] validation_0-mae:5698.29395 validation_1-mae:6265.05127 [285] validation_0-mae:5696.75635 validation_1-mae:6264.90576 [286] validation_0-mae:5696.09424 validation_1-mae:6264.66260 [287] validation_0-mae:5695.47803 validation_1-mae:6264.42822 [288] validation_0-mae:5690.74951 validation_1-mae:6262.57617 [289] validation_0-mae:5687.50439 validation_1-mae:6261.73633 [290] validation_0-mae:5685.48828 validation_1-mae:6260.78125 [291] validation_0-mae:5681.98779 validation_1-mae:6259.75244 [292] validation_0-mae:5680.81201 validation_1-mae:6258.83496 [293] validation_0-mae:5677.99609 validation_1-mae:6257.27637 [294] validation_0-mae:5675.66748 validation_1-mae:6256.64648 [295] validation_0-mae:5673.59961 validation_1-mae:6255.90625 [296] validation_0-mae:5672.67432 validation_1-mae:6255.53564 [297] validation_0-mae:5672.39355 validation_1-mae:6255.77393 [298] validation_0-mae:5670.76025 validation_1-mae:6255.19971 [299] validation_0-mae:5666.49609 validation_1-mae:6252.46533 [300] validation_0-mae:5663.90088 validation_1-mae:6251.86865 [301] validation_0-mae:5661.73242 validation_1-mae:6251.87598 [302] validation_0-mae:5660.14746 validation_1-mae:6251.62549 [303] validation_0-mae:5658.27002 validation_1-mae:6251.63818 [304] validation_0-mae:5654.53857 validation_1-mae:6251.28857 [305] validation_0-mae:5652.11084 validation_1-mae:6251.36914 [306] validation_0-mae:5650.68018 validation_1-mae:6251.20703 [307] validation_0-mae:5648.82031 validation_1-mae:6251.74902 [308] validation_0-mae:5647.25342 validation_1-mae:6250.83936 [309] validation_0-mae:5644.01904 validation_1-mae:6249.63770 [310] validation_0-mae:5643.12207 validation_1-mae:6249.23438 [311] validation_0-mae:5640.83789 validation_1-mae:6248.29150 [312] validation_0-mae:5637.75000 validation_1-mae:6247.36572 [313] validation_0-mae:5634.77686 validation_1-mae:6245.33643 [314] validation_0-mae:5631.51611 validation_1-mae:6243.93848 [315] validation_0-mae:5630.05762 validation_1-mae:6243.70703 [316] validation_0-mae:5625.92529 validation_1-mae:6243.17236 [317] validation_0-mae:5624.61523 validation_1-mae:6242.62109 [318] validation_0-mae:5622.19727 validation_1-mae:6242.28662 [319] validation_0-mae:5617.01855 validation_1-mae:6239.22510 [320] validation_0-mae:5613.09668 validation_1-mae:6237.51807 [321] validation_0-mae:5612.01709 validation_1-mae:6237.21191 [322] validation_0-mae:5611.85547 validation_1-mae:6237.44141 [323] validation_0-mae:5606.91992 validation_1-mae:6234.76270 [324] validation_0-mae:5605.77588 validation_1-mae:6234.07715 [325] validation_0-mae:5605.03955 validation_1-mae:6233.76367 [326] validation_0-mae:5602.93945 validation_1-mae:6233.33447 [327] validation_0-mae:5601.30371 validation_1-mae:6232.72998 [328] validation_0-mae:5600.76953 validation_1-mae:6232.72900 [329] validation_0-mae:5598.59717 validation_1-mae:6231.52783 [330] validation_0-mae:5594.14551 validation_1-mae:6229.69678 [331] validation_0-mae:5590.88672 validation_1-mae:6229.81787 [332] validation_0-mae:5587.76123 validation_1-mae:6228.41943 [333] validation_0-mae:5585.78125 validation_1-mae:6228.07422 [334] validation_0-mae:5583.84228 validation_1-mae:6228.26562 [335] validation_0-mae:5581.17920 validation_1-mae:6226.65039 [336] validation_0-mae:5579.10254 validation_1-mae:6225.81641 [337] validation_0-mae:5578.60840 validation_1-mae:6225.46484 [338] validation_0-mae:5576.51514 validation_1-mae:6225.73975 [339] validation_0-mae:5573.92676 validation_1-mae:6223.20068 [340] validation_0-mae:5571.31787 validation_1-mae:6223.01367 [341] validation_0-mae:5569.11328 validation_1-mae:6223.34961 [342] validation_0-mae:5567.29736 validation_1-mae:6223.38330 [343] validation_0-mae:5566.16016 validation_1-mae:6222.52978 [344] validation_0-mae:5562.20703 validation_1-mae:6221.25635 [345] validation_0-mae:5560.90381 validation_1-mae:6220.63525 [346] validation_0-mae:5558.05908 validation_1-mae:6219.87744 [347] validation_0-mae:5557.83936 validation_1-mae:6219.90967 [348] validation_0-mae:5555.32031 validation_1-mae:6220.02246 [349] validation_0-mae:5552.53027 validation_1-mae:6219.63037 [350] validation_0-mae:5549.46533 validation_1-mae:6219.38232 [351] validation_0-mae:5547.34814 validation_1-mae:6219.10449 [352] validation_0-mae:5545.00342 validation_1-mae:6217.88232 [353] validation_0-mae:5541.62891 validation_1-mae:6216.48633 [354] validation_0-mae:5539.54492 validation_1-mae:6216.11719 [355] validation_0-mae:5537.62207 validation_1-mae:6216.47705 [356] validation_0-mae:5532.91016 validation_1-mae:6214.12158 [357] validation_0-mae:5529.62793 validation_1-mae:6213.77539 [358] validation_0-mae:5528.72705 validation_1-mae:6213.71582 [359] validation_0-mae:5528.14404 validation_1-mae:6213.77930 [360] validation_0-mae:5527.60254 validation_1-mae:6213.78223 [361] validation_0-mae:5527.25586 validation_1-mae:6213.72900 [362] validation_0-mae:5525.41211 validation_1-mae:6212.61963 [363] validation_0-mae:5522.79053 validation_1-mae:6211.80322 [364] validation_0-mae:5519.10938 validation_1-mae:6210.42725 [365] validation_0-mae:5518.01660 validation_1-mae:6210.24268 [366] validation_0-mae:5514.26855 validation_1-mae:6208.60889 [367] validation_0-mae:5512.47852 validation_1-mae:6207.68115 [368] validation_0-mae:5509.76562 validation_1-mae:6206.97754 [369] validation_0-mae:5507.55713 validation_1-mae:6205.57715 [370] validation_0-mae:5505.96728 validation_1-mae:6205.15674 [371] validation_0-mae:5504.86475 validation_1-mae:6204.79639 [372] validation_0-mae:5501.99219 validation_1-mae:6203.59961 [373] validation_0-mae:5501.02002 validation_1-mae:6203.44580 [374] validation_0-mae:5496.93164 validation_1-mae:6202.85449 [375] validation_0-mae:5495.40674 validation_1-mae:6202.93750 [376] validation_0-mae:5493.02246 validation_1-mae:6202.53809 [377] validation_0-mae:5490.26367 validation_1-mae:6202.44727 [378] validation_0-mae:5487.12061 validation_1-mae:6201.00977 [379] validation_0-mae:5481.70215 validation_1-mae:6199.48145 [380] validation_0-mae:5480.19043 validation_1-mae:6199.33350 [381] validation_0-mae:5478.77588 validation_1-mae:6198.81445 [382] validation_0-mae:5477.40137 validation_1-mae:6198.82080 [383] validation_0-mae:5474.57520 validation_1-mae:6197.86621 [384] validation_0-mae:5472.26221 validation_1-mae:6197.44043 [385] validation_0-mae:5469.59668 validation_1-mae:6195.82031 [386] validation_0-mae:5466.41357 validation_1-mae:6194.82275 [387] validation_0-mae:5464.02100 validation_1-mae:6194.43213 [388] validation_0-mae:5462.90332 validation_1-mae:6193.31397 [389] validation_0-mae:5460.00391 validation_1-mae:6192.01270 [390] validation_0-mae:5458.12598 validation_1-mae:6191.82764 [391] validation_0-mae:5456.04834 validation_1-mae:6191.92529 [392] validation_0-mae:5453.75635 validation_1-mae:6191.45996 [393] validation_0-mae:5452.96533 validation_1-mae:6190.84375 [394] validation_0-mae:5447.91016 validation_1-mae:6189.26416 [395] validation_0-mae:5445.83350 validation_1-mae:6188.17432 [396] validation_0-mae:5444.22852 validation_1-mae:6187.42188 [397] validation_0-mae:5443.80664 validation_1-mae:6187.55225 [398] validation_0-mae:5443.30615 validation_1-mae:6187.15039 [399] validation_0-mae:5441.99414 validation_1-mae:6187.06494 [400] validation_0-mae:5440.99365 validation_1-mae:6186.33496 [401] validation_0-mae:5439.57031 validation_1-mae:6185.28809 [402] validation_0-mae:5436.87793 validation_1-mae:6185.16357 [403] validation_0-mae:5435.43701 validation_1-mae:6184.84277 [404] validation_0-mae:5434.79492 validation_1-mae:6184.82910 [405] validation_0-mae:5430.78272 validation_1-mae:6182.83740 [406] validation_0-mae:5428.43799 validation_1-mae:6181.75000 [407] validation_0-mae:5426.76123 validation_1-mae:6181.54443 [408] validation_0-mae:5425.57080 validation_1-mae:6181.08984 [409] validation_0-mae:5423.78809 validation_1-mae:6180.45264 [410] validation_0-mae:5422.84033 validation_1-mae:6180.38184 [411] validation_0-mae:5419.52295 validation_1-mae:6178.66064 [412] validation_0-mae:5416.65430 validation_1-mae:6177.07422 [413] validation_0-mae:5414.29395 validation_1-mae:6175.75439 [414] validation_0-mae:5412.43115 validation_1-mae:6174.39551 [415] validation_0-mae:5411.61670 validation_1-mae:6174.57080 [416] validation_0-mae:5410.07764 validation_1-mae:6174.35791 [417] validation_0-mae:5405.86572 validation_1-mae:6174.11377 [418] validation_0-mae:5404.34766 validation_1-mae:6174.63770 [419] validation_0-mae:5403.26172 validation_1-mae:6174.07373 [420] validation_0-mae:5402.83936 validation_1-mae:6173.90381 [421] validation_0-mae:5402.08643 validation_1-mae:6173.50293 [422] validation_0-mae:5401.69238 validation_1-mae:6173.58887 [423] validation_0-mae:5399.77393 validation_1-mae:6174.35352 [424] validation_0-mae:5397.61865 validation_1-mae:6173.65967 [425] validation_0-mae:5395.31103 validation_1-mae:6172.97412 [426] validation_0-mae:5393.52100 validation_1-mae:6172.39893 [427] validation_0-mae:5391.30713 validation_1-mae:6172.00537 [428] validation_0-mae:5390.29443 validation_1-mae:6172.18555 [429] validation_0-mae:5388.21533 validation_1-mae:6172.15283 [430] validation_0-mae:5384.34814 validation_1-mae:6172.83984 [431] validation_0-mae:5380.87402 validation_1-mae:6171.03955 [432] validation_0-mae:5379.03857 validation_1-mae:6170.75244 [433] validation_0-mae:5377.52637 validation_1-mae:6170.01270 [434] validation_0-mae:5374.04102 validation_1-mae:6168.03564 [435] validation_0-mae:5373.45020 validation_1-mae:6168.10107 [436] validation_0-mae:5372.02100 validation_1-mae:6167.65478 [437] validation_0-mae:5370.29688 validation_1-mae:6166.92969 [438] validation_0-mae:5368.70850 validation_1-mae:6167.09717 [439] validation_0-mae:5367.35547 validation_1-mae:6166.64551 [440] validation_0-mae:5366.87500 validation_1-mae:6166.58740 [441] validation_0-mae:5365.73242 validation_1-mae:6165.56738 [442] validation_0-mae:5364.90820 validation_1-mae:6165.40674 [443] validation_0-mae:5363.64893 validation_1-mae:6165.25879 [444] validation_0-mae:5362.52588 validation_1-mae:6166.06397 [445] validation_0-mae:5358.47168 validation_1-mae:6165.35107 [446] validation_0-mae:5356.47119 validation_1-mae:6164.76025 [447] validation_0-mae:5355.66162 validation_1-mae:6165.04639 [448] validation_0-mae:5354.14502 validation_1-mae:6163.81641 [449] validation_0-mae:5349.67285 validation_1-mae:6161.57959 [450] validation_0-mae:5347.86035 validation_1-mae:6161.29541 [451] validation_0-mae:5345.18164 validation_1-mae:6160.70752 [452] validation_0-mae:5343.33838 validation_1-mae:6159.56543 [453] validation_0-mae:5339.88428 validation_1-mae:6158.26660 [454] validation_0-mae:5336.81982 validation_1-mae:6156.72314 [455] validation_0-mae:5335.08984 validation_1-mae:6156.80859 [456] validation_0-mae:5333.14111 validation_1-mae:6155.91211 [457] validation_0-mae:5331.52393 validation_1-mae:6156.00342 [458] validation_0-mae:5330.82227 validation_1-mae:6155.91553 [459] validation_0-mae:5330.15869 validation_1-mae:6155.86621 [460] validation_0-mae:5329.99219 validation_1-mae:6155.83350 [461] validation_0-mae:5328.69434 validation_1-mae:6156.20801 [462] validation_0-mae:5325.90039 validation_1-mae:6156.33203 [463] validation_0-mae:5323.53613 validation_1-mae:6156.05664 [464] validation_0-mae:5321.48145 validation_1-mae:6155.07568 [465] validation_0-mae:5319.16602 validation_1-mae:6153.78613 [466] validation_0-mae:5317.98096 validation_1-mae:6153.09863 [467] validation_0-mae:5315.75195 validation_1-mae:6152.21143 [468] validation_0-mae:5313.56689 validation_1-mae:6151.31592 [469] validation_0-mae:5311.17529 validation_1-mae:6149.13379 [470] validation_0-mae:5308.93213 validation_1-mae:6149.78467 [471] validation_0-mae:5307.16016 validation_1-mae:6149.92676 [472] validation_0-mae:5306.90332 validation_1-mae:6149.67139 [473] validation_0-mae:5305.31397 validation_1-mae:6149.55078 [474] validation_0-mae:5303.54883 validation_1-mae:6149.76953 [475] validation_0-mae:5302.33887 validation_1-mae:6150.17236 [476] validation_0-mae:5300.88184 validation_1-mae:6149.47998 [477] validation_0-mae:5299.31982 validation_1-mae:6148.64258 [478] validation_0-mae:5297.54102 validation_1-mae:6148.68018 [479] validation_0-mae:5295.63623 validation_1-mae:6148.23242 [480] validation_0-mae:5293.37061 validation_1-mae:6146.91895 [481] validation_0-mae:5291.25000 validation_1-mae:6146.00830 [482] validation_0-mae:5290.19922 validation_1-mae:6145.71484 [483] validation_0-mae:5288.62842 validation_1-mae:6145.50879 [484] validation_0-mae:5285.72119 validation_1-mae:6144.13525 [485] validation_0-mae:5282.58105 validation_1-mae:6143.20312 [486] validation_0-mae:5279.26660 validation_1-mae:6142.04443 [487] validation_0-mae:5275.81494 validation_1-mae:6140.58643 [488] validation_0-mae:5274.52295 validation_1-mae:6140.22656 [489] validation_0-mae:5272.73438 validation_1-mae:6139.11133 [490] validation_0-mae:5270.19531 validation_1-mae:6138.65137 [491] validation_0-mae:5268.59668 validation_1-mae:6137.86084 [492] validation_0-mae:5267.53711 validation_1-mae:6137.88232 [493] validation_0-mae:5267.48975 validation_1-mae:6137.96924 [494] validation_0-mae:5267.34717 validation_1-mae:6137.90918 [495] validation_0-mae:5265.87158 validation_1-mae:6137.85596 [496] validation_0-mae:5264.79346 validation_1-mae:6138.08838 [497] validation_0-mae:5264.26562 validation_1-mae:6137.88770 [498] validation_0-mae:5263.59326 validation_1-mae:6137.89795 [499] validation_0-mae:5262.86572 validation_1-mae:6137.73242 [500] validation_0-mae:5261.78857 validation_1-mae:6137.31299 [501] validation_0-mae:5260.84082 validation_1-mae:6137.50684 [502] validation_0-mae:5259.63379 validation_1-mae:6136.85107 [503] validation_0-mae:5258.10059 validation_1-mae:6137.13770 [504] validation_0-mae:5256.24072 validation_1-mae:6136.31250 [505] validation_0-mae:5255.27197 validation_1-mae:6135.68799 [506] validation_0-mae:5252.60400 validation_1-mae:6135.33398 [507] validation_0-mae:5250.11279 validation_1-mae:6134.69336 [508] validation_0-mae:5248.75732 validation_1-mae:6134.11035 [509] validation_0-mae:5246.89746 validation_1-mae:6133.14062 [510] validation_0-mae:5246.03272 validation_1-mae:6132.84570 [511] validation_0-mae:5244.42822 validation_1-mae:6132.19629 [512] validation_0-mae:5242.75488 validation_1-mae:6130.84131 [513] validation_0-mae:5241.14551 validation_1-mae:6130.28516 [514] validation_0-mae:5238.84131 validation_1-mae:6129.32129 [515] validation_0-mae:5237.41162 validation_1-mae:6129.30469 [516] validation_0-mae:5237.30078 validation_1-mae:6129.36279 [517] validation_0-mae:5236.16943 validation_1-mae:6129.34522 [518] validation_0-mae:5234.49414 validation_1-mae:6129.40088 [519] validation_0-mae:5233.35889 validation_1-mae:6129.00195 [520] validation_0-mae:5231.87305 validation_1-mae:6128.60986 [521] validation_0-mae:5230.46436 validation_1-mae:6128.23291 [522] validation_0-mae:5228.43359 validation_1-mae:6127.94873 [523] validation_0-mae:5228.07129 validation_1-mae:6127.90234 [524] validation_0-mae:5226.75781 validation_1-mae:6127.09180 [525] validation_0-mae:5225.42529 validation_1-mae:6126.82715 [526] validation_0-mae:5224.77197 validation_1-mae:6126.92188 [527] validation_0-mae:5224.03027 validation_1-mae:6126.93701 [528] validation_0-mae:5222.48291 validation_1-mae:6126.87598 [529] validation_0-mae:5221.24316 validation_1-mae:6127.14111 [530] validation_0-mae:5220.38428 validation_1-mae:6127.11719 [531] validation_0-mae:5220.24072 validation_1-mae:6127.04004 [532] validation_0-mae:5217.66357 validation_1-mae:6126.64453 [533] validation_0-mae:5215.41309 validation_1-mae:6126.66162 [534] validation_0-mae:5213.59375 validation_1-mae:6126.10645 [535] validation_0-mae:5212.56006 validation_1-mae:6126.57959 [536] validation_0-mae:5211.70752 validation_1-mae:6126.38818 [537] validation_0-mae:5211.31592 validation_1-mae:6126.39844 [538] validation_0-mae:5210.81641 validation_1-mae:6126.58398 [539] validation_0-mae:5209.14648 validation_1-mae:6126.65478 [540] validation_0-mae:5207.30615 validation_1-mae:6126.48438 [541] validation_0-mae:5205.20117 validation_1-mae:6125.88867 [542] validation_0-mae:5203.21680 validation_1-mae:6124.57129 [543] validation_0-mae:5201.37744 validation_1-mae:6123.90967 [544] validation_0-mae:5200.08447 validation_1-mae:6123.92773 [545] validation_0-mae:5198.43506 validation_1-mae:6123.86084 [546] validation_0-mae:5196.40869 validation_1-mae:6123.84961 [547] validation_0-mae:5195.25537 validation_1-mae:6123.16357 [548] validation_0-mae:5192.37842 validation_1-mae:6123.15576 [549] validation_0-mae:5191.58936 validation_1-mae:6122.80029 [550] validation_0-mae:5189.79980 validation_1-mae:6121.99512 [551] validation_0-mae:5189.65234 validation_1-mae:6121.89160 [552] validation_0-mae:5187.56006 validation_1-mae:6121.40283 [553] validation_0-mae:5186.45605 validation_1-mae:6121.30518 [554] validation_0-mae:5185.65381 validation_1-mae:6121.30371 [555] validation_0-mae:5185.44775 validation_1-mae:6121.40723 [556] validation_0-mae:5184.18311 validation_1-mae:6121.32178 [557] validation_0-mae:5182.61572 validation_1-mae:6120.64893 [558] validation_0-mae:5180.41064 validation_1-mae:6119.68848 [559] validation_0-mae:5179.83008 validation_1-mae:6119.60498 [560] validation_0-mae:5178.52734 validation_1-mae:6118.86035 [561] validation_0-mae:5176.96045 validation_1-mae:6119.01709 [562] validation_0-mae:5175.53027 validation_1-mae:6118.43311 [563] validation_0-mae:5174.84717 validation_1-mae:6117.98926 [564] validation_0-mae:5174.25342 validation_1-mae:6118.09375 [565] validation_0-mae:5172.79932 validation_1-mae:6117.81103 [566] validation_0-mae:5170.50488 validation_1-mae:6116.69434 [567] validation_0-mae:5169.77637 validation_1-mae:6116.50586 [568] validation_0-mae:5166.61621 validation_1-mae:6114.76025 [569] validation_0-mae:5164.54785 validation_1-mae:6114.33789 [570] validation_0-mae:5161.88770 validation_1-mae:6113.48682 [571] validation_0-mae:5161.12891 validation_1-mae:6113.91406 [572] validation_0-mae:5160.45410 validation_1-mae:6113.52588 [573] validation_0-mae:5159.10303 validation_1-mae:6113.43848 [574] validation_0-mae:5156.63477 validation_1-mae:6114.14844 [575] validation_0-mae:5156.29688 validation_1-mae:6113.93506 [576] validation_0-mae:5152.75537 validation_1-mae:6112.75928 [577] validation_0-mae:5148.20264 validation_1-mae:6112.12695 [578] validation_0-mae:5146.43897 validation_1-mae:6111.71289 [579] validation_0-mae:5146.09131 validation_1-mae:6111.95020 [580] validation_0-mae:5145.80469 validation_1-mae:6111.87744 [581] validation_0-mae:5143.35352 validation_1-mae:6111.61230 [582] validation_0-mae:5142.01367 validation_1-mae:6112.01611 [583] validation_0-mae:5141.78467 validation_1-mae:6111.89600 [584] validation_0-mae:5139.22656 validation_1-mae:6110.79395 [585] validation_0-mae:5136.04053 validation_1-mae:6109.79053 [586] validation_0-mae:5133.33691 validation_1-mae:6109.64355 [587] validation_0-mae:5131.44043 validation_1-mae:6107.87305 [588] validation_0-mae:5129.84277 validation_1-mae:6107.30127 [589] validation_0-mae:5128.31738 validation_1-mae:6106.36621 [590] validation_0-mae:5125.69287 validation_1-mae:6105.86328 [591] validation_0-mae:5123.70166 validation_1-mae:6104.46826 [592] validation_0-mae:5121.72949 validation_1-mae:6103.31397 [593] validation_0-mae:5120.74414 validation_1-mae:6103.51025 [594] validation_0-mae:5119.67383 validation_1-mae:6103.34814 [595] validation_0-mae:5117.51660 validation_1-mae:6102.53272 [596] validation_0-mae:5116.29248 validation_1-mae:6101.79834 [597] validation_0-mae:5114.38379 validation_1-mae:6102.09766 [598] validation_0-mae:5112.93066 validation_1-mae:6102.17773 [599] validation_0-mae:5111.34912 validation_1-mae:6101.58838 [600] validation_0-mae:5110.12256 validation_1-mae:6101.20654 [601] validation_0-mae:5109.31299 validation_1-mae:6101.01367 [602] validation_0-mae:5109.02930 validation_1-mae:6101.08740 [603] validation_0-mae:5107.51514 validation_1-mae:6101.00977 [604] validation_0-mae:5106.45215 validation_1-mae:6101.11523 [605] validation_0-mae:5106.07715 validation_1-mae:6101.63916 [606] validation_0-mae:5105.89258 validation_1-mae:6101.46436 [607] validation_0-mae:5104.55420 validation_1-mae:6101.19971 [608] validation_0-mae:5103.51416 validation_1-mae:6100.49023 [609] validation_0-mae:5100.91211 validation_1-mae:6100.53125 [610] validation_0-mae:5099.73047 validation_1-mae:6099.75098 [611] validation_0-mae:5098.83252 validation_1-mae:6100.10010 [612] validation_0-mae:5095.96533 validation_1-mae:6099.93506 [613] validation_0-mae:5093.94971 validation_1-mae:6099.38818 [614] validation_0-mae:5092.73730 validation_1-mae:6098.58594 [615] validation_0-mae:5092.00049 validation_1-mae:6098.50244 [616] validation_0-mae:5090.28174 validation_1-mae:6097.92725 [617] validation_0-mae:5089.22119 validation_1-mae:6097.84228 [618] validation_0-mae:5087.49512 validation_1-mae:6097.42627 [619] validation_0-mae:5085.62842 validation_1-mae:6097.50293 [620] validation_0-mae:5085.42090 validation_1-mae:6097.57178 [621] validation_0-mae:5083.80127 validation_1-mae:6097.23779 [622] validation_0-mae:5081.26465 validation_1-mae:6097.24316 [623] validation_0-mae:5080.32715 validation_1-mae:6097.22314 [624] validation_0-mae:5079.33789 validation_1-mae:6097.02978 [625] validation_0-mae:5077.21289 validation_1-mae:6097.25781 [626] validation_0-mae:5074.83887 validation_1-mae:6096.80420 [627] validation_0-mae:5072.25391 validation_1-mae:6095.93115 [628] validation_0-mae:5071.31738 validation_1-mae:6095.92627 [629] validation_0-mae:5070.48291 validation_1-mae:6096.69336 [630] validation_0-mae:5069.18945 validation_1-mae:6096.37939 [631] validation_0-mae:5068.48682 validation_1-mae:6096.60205 [632] validation_0-mae:5067.95605 validation_1-mae:6096.44092 [633] validation_0-mae:5067.00928 validation_1-mae:6096.49805 [634] validation_0-mae:5066.07715 validation_1-mae:6096.01123 [635] validation_0-mae:5065.99853 validation_1-mae:6096.00342 [636] validation_0-mae:5064.47559 validation_1-mae:6096.02051 [637] validation_0-mae:5061.30713 validation_1-mae:6095.07324 [638] validation_0-mae:5061.03223 validation_1-mae:6095.26416 [639] validation_0-mae:5060.01074 validation_1-mae:6095.40625 [640] validation_0-mae:5056.20264 validation_1-mae:6095.03809 [641] validation_0-mae:5054.67822 validation_1-mae:6094.93066 [642] validation_0-mae:5053.45361 validation_1-mae:6094.85303 [643] validation_0-mae:5052.21777 validation_1-mae:6094.68701 [644] validation_0-mae:5050.51074 validation_1-mae:6093.91309 [645] validation_0-mae:5048.46973 validation_1-mae:6092.74853 [646] validation_0-mae:5047.57471 validation_1-mae:6093.00488 [647] validation_0-mae:5046.62891 validation_1-mae:6092.42578 [648] validation_0-mae:5046.09619 validation_1-mae:6092.40869 [649] validation_0-mae:5045.71143 validation_1-mae:6092.35303 [650] validation_0-mae:5043.67725 validation_1-mae:6092.64355 [651] validation_0-mae:5042.58887 validation_1-mae:6092.91943 [652] validation_0-mae:5041.87549 validation_1-mae:6092.60400 [653] validation_0-mae:5040.55615 validation_1-mae:6092.13525 [654] validation_0-mae:5038.27783 validation_1-mae:6091.54150 [655] validation_0-mae:5036.62451 validation_1-mae:6091.01514 [656] validation_0-mae:5036.32812 validation_1-mae:6090.90381 [657] validation_0-mae:5035.11963 validation_1-mae:6090.50928 [658] validation_0-mae:5033.29541 validation_1-mae:6089.79785 [659] validation_0-mae:5032.59180 validation_1-mae:6089.30518 [660] validation_0-mae:5032.02734 validation_1-mae:6088.93799 [661] validation_0-mae:5031.97070 validation_1-mae:6088.98682 [662] validation_0-mae:5029.32812 validation_1-mae:6088.05029 [663] validation_0-mae:5028.23438 validation_1-mae:6087.80957 [664] validation_0-mae:5028.13770 validation_1-mae:6087.92383 [665] validation_0-mae:5027.54395 validation_1-mae:6087.87598 [666] validation_0-mae:5025.99268 validation_1-mae:6087.11523 [667] validation_0-mae:5023.95996 validation_1-mae:6087.44482 [668] validation_0-mae:5021.22998 validation_1-mae:6087.44141 [669] validation_0-mae:5019.47314 validation_1-mae:6087.07959 [670] validation_0-mae:5016.56787 validation_1-mae:6086.90332 [671] validation_0-mae:5014.94092 validation_1-mae:6086.97852 [672] validation_0-mae:5013.12793 validation_1-mae:6086.08740 [673] validation_0-mae:5011.63672 validation_1-mae:6085.27490 [674] validation_0-mae:5009.54932 validation_1-mae:6084.77344 [675] validation_0-mae:5006.33496 validation_1-mae:6083.15674 [676] validation_0-mae:5004.67822 validation_1-mae:6083.24756 [677] validation_0-mae:5003.45361 validation_1-mae:6083.29883 [678] validation_0-mae:5001.18115 validation_1-mae:6082.95898 [679] validation_0-mae:4998.98975 validation_1-mae:6082.72559 [680] validation_0-mae:4995.76318 validation_1-mae:6080.55029 [681] validation_0-mae:4994.13916 validation_1-mae:6081.07861 [682] validation_0-mae:4993.06103 validation_1-mae:6080.86670 [683] validation_0-mae:4992.07715 validation_1-mae:6081.06982 [684] validation_0-mae:4990.64453 validation_1-mae:6080.56641 [685] validation_0-mae:4988.99219 validation_1-mae:6080.05566 [686] validation_0-mae:4986.97363 validation_1-mae:6079.69824 [687] validation_0-mae:4985.34863 validation_1-mae:6079.25684 [688] validation_0-mae:4983.71924 validation_1-mae:6079.31299 [689] validation_0-mae:4982.48926 validation_1-mae:6078.80273 [690] validation_0-mae:4981.13965 validation_1-mae:6079.05811 [691] validation_0-mae:4980.39258 validation_1-mae:6079.07617 [692] validation_0-mae:4979.32666 validation_1-mae:6078.60303 [693] validation_0-mae:4978.46631 validation_1-mae:6078.19336 [694] validation_0-mae:4977.27148 validation_1-mae:6077.76221 [695] validation_0-mae:4974.71533 validation_1-mae:6077.72803 [696] validation_0-mae:4974.06934 validation_1-mae:6077.73096 [697] validation_0-mae:4973.87891 validation_1-mae:6077.56982 [698] validation_0-mae:4972.98145 validation_1-mae:6076.91895 [699] validation_0-mae:4972.81641 validation_1-mae:6077.04492 [700] validation_0-mae:4972.57227 validation_1-mae:6076.79736 [701] validation_0-mae:4970.33838 validation_1-mae:6076.05078 [702] validation_0-mae:4969.30518 validation_1-mae:6076.33252 [703] validation_0-mae:4967.37158 validation_1-mae:6075.26514 [704] validation_0-mae:4965.25195 validation_1-mae:6074.92627 [705] validation_0-mae:4963.99658 validation_1-mae:6074.56006 [706] validation_0-mae:4962.85547 validation_1-mae:6074.69824 [707] validation_0-mae:4961.39307 validation_1-mae:6074.71240 [708] validation_0-mae:4960.72998 validation_1-mae:6074.54639 [709] validation_0-mae:4959.67676 validation_1-mae:6074.18457 [710] validation_0-mae:4958.79346 validation_1-mae:6074.20752 [711] validation_0-mae:4957.12598 validation_1-mae:6073.37695 [712] validation_0-mae:4956.63672 validation_1-mae:6072.93799 [713] validation_0-mae:4955.21191 validation_1-mae:6072.79004 [714] validation_0-mae:4955.03809 validation_1-mae:6072.83301 [715] validation_0-mae:4954.88525 validation_1-mae:6072.75928 [716] validation_0-mae:4954.29102 validation_1-mae:6072.53076 [717] validation_0-mae:4953.35400 validation_1-mae:6072.00342 [718] validation_0-mae:4951.13477 validation_1-mae:6070.54492 [719] validation_0-mae:4949.46728 validation_1-mae:6070.18115 [720] validation_0-mae:4949.19189 validation_1-mae:6070.22022 [721] validation_0-mae:4948.95410 validation_1-mae:6070.25342 [722] validation_0-mae:4948.75830 validation_1-mae:6070.37549 [723] validation_0-mae:4946.61572 validation_1-mae:6070.80029 [724] validation_0-mae:4946.04004 validation_1-mae:6070.60449 [725] validation_0-mae:4943.15137 validation_1-mae:6069.61719 [726] validation_0-mae:4940.68750 validation_1-mae:6069.36475 [727] validation_0-mae:4939.12353 validation_1-mae:6068.43457 [728] validation_0-mae:4937.99658 validation_1-mae:6068.50000 [729] validation_0-mae:4935.64893 validation_1-mae:6068.59131 [730] validation_0-mae:4934.35498 validation_1-mae:6068.65723 [731] validation_0-mae:4931.37305 validation_1-mae:6068.00732 [732] validation_0-mae:4929.18359 validation_1-mae:6068.11035 [733] validation_0-mae:4926.19531 validation_1-mae:6067.01221 [734] validation_0-mae:4924.38232 validation_1-mae:6066.72217 [735] validation_0-mae:4922.77295 validation_1-mae:6066.83691 [736] validation_0-mae:4920.94238 validation_1-mae:6067.28613 [737] validation_0-mae:4919.02832 validation_1-mae:6067.29541 [738] validation_0-mae:4916.99121 validation_1-mae:6067.15625 [739] validation_0-mae:4913.40430 validation_1-mae:6065.46289 [740] validation_0-mae:4911.91992 validation_1-mae:6065.88135 [741] validation_0-mae:4910.34717 validation_1-mae:6065.84863 [742] validation_0-mae:4909.08838 validation_1-mae:6066.26855 [743] validation_0-mae:4908.01611 validation_1-mae:6066.25830 [744] validation_0-mae:4905.33350 validation_1-mae:6066.71436 [745] validation_0-mae:4903.05029 validation_1-mae:6066.39453 [746] validation_0-mae:4901.54297 validation_1-mae:6066.38574 [747] validation_0-mae:4898.91992 validation_1-mae:6065.61963 [748] validation_0-mae:4897.21289 validation_1-mae:6065.11084 [749] validation_0-mae:4896.55811 validation_1-mae:6065.15186 [750] validation_0-mae:4894.17285 validation_1-mae:6064.94287 [751] validation_0-mae:4892.75391 validation_1-mae:6064.65772 [752] validation_0-mae:4892.13965 validation_1-mae:6064.49805 [753] validation_0-mae:4890.34668 validation_1-mae:6063.56641 [754] validation_0-mae:4888.93848 validation_1-mae:6063.24316 [755] validation_0-mae:4887.38477 validation_1-mae:6062.94238 [756] validation_0-mae:4886.31592 validation_1-mae:6062.83057 [757] validation_0-mae:4885.12500 validation_1-mae:6063.22412 [758] validation_0-mae:4884.75391 validation_1-mae:6063.14600 [759] validation_0-mae:4884.44141 validation_1-mae:6063.12109 [760] validation_0-mae:4882.55664 validation_1-mae:6062.55566 [761] validation_0-mae:4881.92236 validation_1-mae:6062.11133 [762] validation_0-mae:4880.82764 validation_1-mae:6062.16016 [763] validation_0-mae:4879.83447 validation_1-mae:6062.02295 [764] validation_0-mae:4878.53369 validation_1-mae:6062.20605 [765] validation_0-mae:4878.14600 validation_1-mae:6062.21191 [766] validation_0-mae:4876.40527 validation_1-mae:6060.96680 [767] validation_0-mae:4875.35938 validation_1-mae:6060.48193 [768] validation_0-mae:4874.08936 validation_1-mae:6060.60254 [769] validation_0-mae:4873.58594 validation_1-mae:6060.56934 [770] validation_0-mae:4873.49756 validation_1-mae:6060.52148 [771] validation_0-mae:4873.34619 validation_1-mae:6060.50342 [772] validation_0-mae:4872.72852 validation_1-mae:6060.60986 [773] validation_0-mae:4872.43018 validation_1-mae:6060.50879 [774] validation_0-mae:4872.32275 validation_1-mae:6060.61084 [775] validation_0-mae:4870.61865 validation_1-mae:6059.95312 [776] validation_0-mae:4870.02930 validation_1-mae:6059.60742 [777] validation_0-mae:4868.57178 validation_1-mae:6059.45361 [778] validation_0-mae:4867.59033 validation_1-mae:6059.24219 [779] validation_0-mae:4866.11328 validation_1-mae:6058.76660 [780] validation_0-mae:4864.62207 validation_1-mae:6058.31494 [781] validation_0-mae:4863.81934 validation_1-mae:6058.33398 [782] validation_0-mae:4862.32959 validation_1-mae:6058.88867 [783] validation_0-mae:4861.90918 validation_1-mae:6058.56934 [784] validation_0-mae:4860.67529 validation_1-mae:6058.25781 [785] validation_0-mae:4860.01953 validation_1-mae:6057.86816 [786] validation_0-mae:4859.05273 validation_1-mae:6057.81348 [787] validation_0-mae:4859.00488 validation_1-mae:6057.78272 [788] validation_0-mae:4858.91943 validation_1-mae:6057.78809 [789] validation_0-mae:4858.11963 validation_1-mae:6057.34180 [790] validation_0-mae:4858.04150 validation_1-mae:6057.32910 [791] validation_0-mae:4856.98682 validation_1-mae:6057.48730 [792] validation_0-mae:4856.52881 validation_1-mae:6057.48975 [793] validation_0-mae:4856.20850 validation_1-mae:6057.69189 [794] validation_0-mae:4855.56787 validation_1-mae:6057.50488 [795] validation_0-mae:4854.37793 validation_1-mae:6057.20459 [796] validation_0-mae:4852.23145 validation_1-mae:6057.88965 [797] validation_0-mae:4851.59717 validation_1-mae:6057.75000 [798] validation_0-mae:4850.22461 validation_1-mae:6057.21240 [799] validation_0-mae:4848.52197 validation_1-mae:6057.13477 [800] validation_0-mae:4848.19043 validation_1-mae:6057.05811 [801] validation_0-mae:4847.22949 validation_1-mae:6057.03516 [802] validation_0-mae:4846.12842 validation_1-mae:6056.63916 [803] validation_0-mae:4844.72852 validation_1-mae:6056.89600 [804] validation_0-mae:4843.85156 validation_1-mae:6057.03272 [805] validation_0-mae:4843.37842 validation_1-mae:6057.24561 [806] validation_0-mae:4841.63574 validation_1-mae:6058.03174 [807] validation_0-mae:4840.08301 validation_1-mae:6057.26270 [808] validation_0-mae:4839.31103 validation_1-mae:6056.94385 [809] validation_0-mae:4839.23682 validation_1-mae:6057.02734 [810] validation_0-mae:4838.80371 validation_1-mae:6056.91406 [811] validation_0-mae:4835.63818 validation_1-mae:6056.04492 [812] validation_0-mae:4834.34228 validation_1-mae:6055.80371 [813] validation_0-mae:4833.33740 validation_1-mae:6055.96143 [814] validation_0-mae:4830.85840 validation_1-mae:6055.08398 [815] validation_0-mae:4830.52832 validation_1-mae:6054.90772 [816] validation_0-mae:4829.40820 validation_1-mae:6054.79785 [817] validation_0-mae:4827.79688 validation_1-mae:6053.98340 [818] validation_0-mae:4824.84766 validation_1-mae:6052.97607 [819] validation_0-mae:4823.57520 validation_1-mae:6052.57666 [820] validation_0-mae:4822.19971 validation_1-mae:6052.21728 [821] validation_0-mae:4820.36279 validation_1-mae:6052.14746 [822] validation_0-mae:4819.02344 validation_1-mae:6051.81397 [823] validation_0-mae:4818.20215 validation_1-mae:6051.82373 [824] validation_0-mae:4817.08057 validation_1-mae:6052.33350 [825] validation_0-mae:4816.30811 validation_1-mae:6052.57764 [826] validation_0-mae:4814.28320 validation_1-mae:6051.41553 [827] validation_0-mae:4813.37500 validation_1-mae:6051.12647 [828] validation_0-mae:4811.49805 validation_1-mae:6050.89844 [829] validation_0-mae:4810.37402 validation_1-mae:6050.64014 [830] validation_0-mae:4809.27978 validation_1-mae:6050.61182 [831] validation_0-mae:4808.27637 validation_1-mae:6051.03613 [832] validation_0-mae:4807.43506 validation_1-mae:6050.99561 [833] validation_0-mae:4805.52930 validation_1-mae:6050.28516 [834] validation_0-mae:4804.13428 validation_1-mae:6050.03809 [835] validation_0-mae:4802.87012 validation_1-mae:6049.87012 [836] validation_0-mae:4802.03174 validation_1-mae:6050.45752 [837] validation_0-mae:4801.48145 validation_1-mae:6050.19189 [838] validation_0-mae:4801.00684 validation_1-mae:6050.17139 [839] validation_0-mae:4800.61670 validation_1-mae:6050.37451 [840] validation_0-mae:4800.03174 validation_1-mae:6050.52686 [841] validation_0-mae:4799.87988 validation_1-mae:6050.54883 [842] validation_0-mae:4797.30908 validation_1-mae:6049.55664 [843] validation_0-mae:4794.35938 validation_1-mae:6048.79053 [844] validation_0-mae:4793.47998 validation_1-mae:6048.41357 [845] validation_0-mae:4792.42529 validation_1-mae:6048.65869 [846] validation_0-mae:4791.12061 validation_1-mae:6048.29590 [847] validation_0-mae:4790.16797 validation_1-mae:6049.10547 [848] validation_0-mae:4788.31934 validation_1-mae:6049.13037 [849] validation_0-mae:4788.21484 validation_1-mae:6049.14648 [850] validation_0-mae:4787.85010 validation_1-mae:6049.08447 [851] validation_0-mae:4787.74609 validation_1-mae:6049.04541 [852] validation_0-mae:4786.87012 validation_1-mae:6048.42822 [853] validation_0-mae:4785.89941 validation_1-mae:6048.32373 [854] validation_0-mae:4785.42725 validation_1-mae:6048.37353 [855] validation_0-mae:4784.87012 validation_1-mae:6048.41748 [856] validation_0-mae:4783.78564 validation_1-mae:6048.47607 [857] validation_0-mae:4781.62891 validation_1-mae:6048.32080 [858] validation_0-mae:4779.79004 validation_1-mae:6047.60596 [859] validation_0-mae:4779.02197 validation_1-mae:6047.74463 [860] validation_0-mae:4778.39502 validation_1-mae:6047.81641 [861] validation_0-mae:4778.35156 validation_1-mae:6047.87500 [862] validation_0-mae:4777.49658 validation_1-mae:6047.52100 [863] validation_0-mae:4776.77197 validation_1-mae:6047.43066 [864] validation_0-mae:4774.90283 validation_1-mae:6046.07422 [865] validation_0-mae:4773.36084 validation_1-mae:6045.50684 [866] validation_0-mae:4770.64209 validation_1-mae:6044.84228 [867] validation_0-mae:4769.77588 validation_1-mae:6045.07812 [868] validation_0-mae:4768.58643 validation_1-mae:6045.77002 [869] validation_0-mae:4767.60352 validation_1-mae:6046.31006 [870] validation_0-mae:4766.07324 validation_1-mae:6046.88867 [871] validation_0-mae:4765.42139 validation_1-mae:6046.66650 [872] validation_0-mae:4763.00195 validation_1-mae:6046.94385 [873] validation_0-mae:4760.47510 validation_1-mae:6046.32471 [874] validation_0-mae:4759.41602 validation_1-mae:6046.28369 [875] validation_0-mae:4757.78174 validation_1-mae:6045.25635 [876] validation_0-mae:4757.15137 validation_1-mae:6045.70166 [877] validation_0-mae:4755.55957 validation_1-mae:6045.69580 [878] validation_0-mae:4753.84375 validation_1-mae:6045.81641 [879] validation_0-mae:4750.84326 validation_1-mae:6045.48438 [880] validation_0-mae:4748.69531 validation_1-mae:6045.12842 [881] validation_0-mae:4747.08936 validation_1-mae:6044.51270 [882] validation_0-mae:4744.63672 validation_1-mae:6044.31397 [883] validation_0-mae:4742.06934 validation_1-mae:6043.34717 [884] validation_0-mae:4741.43506 validation_1-mae:6043.23682 [885] validation_0-mae:4738.91406 validation_1-mae:6042.35596 [886] validation_0-mae:4736.35889 validation_1-mae:6040.60205 [887] validation_0-mae:4734.05615 validation_1-mae:6039.93897 [888] validation_0-mae:4733.07910 validation_1-mae:6040.04004 [889] validation_0-mae:4731.72119 validation_1-mae:6039.87842 [890] validation_0-mae:4730.76953 validation_1-mae:6040.56592 [891] validation_0-mae:4729.77686 validation_1-mae:6040.49561 [892] validation_0-mae:4728.77051 validation_1-mae:6040.31592 [893] validation_0-mae:4727.67041 validation_1-mae:6039.85254 [894] validation_0-mae:4726.69434 validation_1-mae:6039.09961 [895] validation_0-mae:4724.94092 validation_1-mae:6038.11523 [896] validation_0-mae:4723.76270 validation_1-mae:6038.16846 [897] validation_0-mae:4720.93701 validation_1-mae:6037.14990 [898] validation_0-mae:4719.52734 validation_1-mae:6037.11377 [899] validation_0-mae:4718.57324 validation_1-mae:6036.89697 [900] validation_0-mae:4716.61426 validation_1-mae:6036.47949 [901] validation_0-mae:4715.63037 validation_1-mae:6035.69482 [902] validation_0-mae:4714.32129 validation_1-mae:6035.39844 [903] validation_0-mae:4712.59082 validation_1-mae:6034.89990 [904] validation_0-mae:4710.92920 validation_1-mae:6034.45166 [905] validation_0-mae:4710.01709 validation_1-mae:6034.08691 [906] validation_0-mae:4708.79492 validation_1-mae:6034.19336 [907] validation_0-mae:4707.51025 validation_1-mae:6034.43066 [908] validation_0-mae:4707.19678 validation_1-mae:6034.77686 [909] validation_0-mae:4706.91943 validation_1-mae:6035.01123 [910] validation_0-mae:4706.38184 validation_1-mae:6034.92920 [911] validation_0-mae:4705.65283 validation_1-mae:6034.21631 [912] validation_0-mae:4703.51416 validation_1-mae:6033.55225 [913] validation_0-mae:4702.19727 validation_1-mae:6033.43018 [914] validation_0-mae:4700.69873 validation_1-mae:6033.48828 [915] validation_0-mae:4700.60547 validation_1-mae:6033.52539 [916] validation_0-mae:4700.40674 validation_1-mae:6033.64844 [917] validation_0-mae:4698.60352 validation_1-mae:6033.23193 [918] validation_0-mae:4696.22656 validation_1-mae:6032.20410 [919] validation_0-mae:4693.19141 validation_1-mae:6032.03711 [920] validation_0-mae:4692.09424 validation_1-mae:6032.06201 [921] validation_0-mae:4691.39014 validation_1-mae:6031.98047 [922] validation_0-mae:4689.42041 validation_1-mae:6031.53760 [923] validation_0-mae:4687.47559 validation_1-mae:6031.76758 [924] validation_0-mae:4685.62012 validation_1-mae:6031.39844 [925] validation_0-mae:4684.73584 validation_1-mae:6031.05908 [926] validation_0-mae:4682.43311 validation_1-mae:6030.26953 [927] validation_0-mae:4681.32422 validation_1-mae:6030.01318 [928] validation_0-mae:4680.56787 validation_1-mae:6030.25049 [929] validation_0-mae:4679.32910 validation_1-mae:6030.46680 [930] validation_0-mae:4677.58301 validation_1-mae:6030.66309 [931] validation_0-mae:4676.71777 validation_1-mae:6030.78955 [932] validation_0-mae:4676.00293 validation_1-mae:6030.57715 [933] validation_0-mae:4675.45361 validation_1-mae:6030.68115 [934] validation_0-mae:4674.68750 validation_1-mae:6029.86963 [935] validation_0-mae:4674.07373 validation_1-mae:6030.00879 [936] validation_0-mae:4673.70654 validation_1-mae:6029.81738 [937] validation_0-mae:4672.37207 validation_1-mae:6029.37353 [938] validation_0-mae:4671.31738 validation_1-mae:6029.67920 [939] validation_0-mae:4670.38477 validation_1-mae:6029.43652 [940] validation_0-mae:4669.46875 validation_1-mae:6028.99756 [941] validation_0-mae:4668.91797 validation_1-mae:6029.03467 [942] validation_0-mae:4668.76514 validation_1-mae:6029.12012 [943] validation_0-mae:4667.43848 validation_1-mae:6029.38184 [944] validation_0-mae:4665.55957 validation_1-mae:6028.82959 [945] validation_0-mae:4664.79785 validation_1-mae:6028.89844 [946] validation_0-mae:4663.83398 validation_1-mae:6028.50244 [947] validation_0-mae:4661.67725 validation_1-mae:6027.99072 [948] validation_0-mae:4660.16650 validation_1-mae:6027.60596 [949] validation_0-mae:4659.23730 validation_1-mae:6027.26807 [950] validation_0-mae:4658.35352 validation_1-mae:6027.35254 [951] validation_0-mae:4657.45068 validation_1-mae:6027.43311 [952] validation_0-mae:4656.64111 validation_1-mae:6026.98633 [953] validation_0-mae:4655.47119 validation_1-mae:6026.88916 [954] validation_0-mae:4654.15576 validation_1-mae:6027.02051 [955] validation_0-mae:4654.09131 validation_1-mae:6027.00195 [956] validation_0-mae:4652.07520 validation_1-mae:6026.54834 [957] validation_0-mae:4651.64258 validation_1-mae:6026.61865 [958] validation_0-mae:4651.36084 validation_1-mae:6026.44092 [959] validation_0-mae:4651.08057 validation_1-mae:6026.67871 [960] validation_0-mae:4650.93115 validation_1-mae:6026.73047 [961] validation_0-mae:4650.72217 validation_1-mae:6026.72022 [962] validation_0-mae:4649.66162 validation_1-mae:6026.79346 [963] validation_0-mae:4648.65186 validation_1-mae:6026.67529 [964] validation_0-mae:4647.74658 validation_1-mae:6026.41260 [965] validation_0-mae:4647.04736 validation_1-mae:6026.39893 [966] validation_0-mae:4646.62988 validation_1-mae:6026.36279 [967] validation_0-mae:4646.29150 validation_1-mae:6026.38623 [968] validation_0-mae:4645.46484 validation_1-mae:6026.42920 [969] validation_0-mae:4643.99609 validation_1-mae:6026.04639 [970] validation_0-mae:4642.67139 validation_1-mae:6025.01807 [971] validation_0-mae:4642.58447 validation_1-mae:6025.10303 [972] validation_0-mae:4642.24805 validation_1-mae:6025.06836 [973] validation_0-mae:4641.81885 validation_1-mae:6025.26904 [974] validation_0-mae:4641.78662 validation_1-mae:6025.29785 [975] validation_0-mae:4640.97656 validation_1-mae:6025.27881 [976] validation_0-mae:4639.97022 validation_1-mae:6025.32324 [977] validation_0-mae:4639.32324 validation_1-mae:6025.39062 [978] validation_0-mae:4638.67188 validation_1-mae:6025.54248 [979] validation_0-mae:4637.25244 validation_1-mae:6025.88086 [980] validation_0-mae:4636.18603 validation_1-mae:6025.66602 [981] validation_0-mae:4634.17432 validation_1-mae:6024.29492 [982] validation_0-mae:4633.50635 validation_1-mae:6024.18359 [983] validation_0-mae:4631.98096 validation_1-mae:6025.59522 [984] validation_0-mae:4630.68164 validation_1-mae:6025.50781 [985] validation_0-mae:4629.17871 validation_1-mae:6024.98486 [986] validation_0-mae:4628.05664 validation_1-mae:6024.46728 [987] validation_0-mae:4626.96728 validation_1-mae:6024.27930 [988] validation_0-mae:4625.35986 validation_1-mae:6023.56445 [989] validation_0-mae:4624.33887 validation_1-mae:6023.63867 [990] validation_0-mae:4623.51318 validation_1-mae:6023.80176 [991] validation_0-mae:4622.01416 validation_1-mae:6023.49805 [992] validation_0-mae:4621.44580 validation_1-mae:6023.40186 [993] validation_0-mae:4620.37891 validation_1-mae:6023.47705 [994] validation_0-mae:4619.58203 validation_1-mae:6023.38330 [995] validation_0-mae:4617.42334 validation_1-mae:6022.38281 [996] validation_0-mae:4616.39062 validation_1-mae:6022.45020 [997] validation_0-mae:4615.35693 validation_1-mae:6021.95605 [998] validation_0-mae:4613.57227 validation_1-mae:6021.24219 [999] validation_0-mae:4612.48584 validation_1-mae:6021.21728 [1000] validation_0-mae:4610.08643 validation_1-mae:6020.35791 [1001] validation_0-mae:4608.87061 validation_1-mae:6019.98486 [1002] validation_0-mae:4606.98828 validation_1-mae:6020.86914 [1003] validation_0-mae:4605.64355 validation_1-mae:6020.68018 [1004] validation_0-mae:4604.33398 validation_1-mae:6020.62695 [1005] validation_0-mae:4603.09424 validation_1-mae:6020.64307 [1006] validation_0-mae:4602.34180 validation_1-mae:6020.45898 [1007] validation_0-mae:4600.82275 validation_1-mae:6019.33398 [1008] validation_0-mae:4599.31152 validation_1-mae:6019.16650 [1009] validation_0-mae:4597.69727 validation_1-mae:6019.36523 [1010] validation_0-mae:4594.88916 validation_1-mae:6017.93408 [1011] validation_0-mae:4593.14600 validation_1-mae:6017.52002 [1012] validation_0-mae:4590.72852 validation_1-mae:6017.38818 [1013] validation_0-mae:4588.63867 validation_1-mae:6016.91406 [1014] validation_0-mae:4587.49853 validation_1-mae:6016.76221 [1015] validation_0-mae:4586.16797 validation_1-mae:6017.40967 [1016] validation_0-mae:4585.05859 validation_1-mae:6017.29248 [1017] validation_0-mae:4583.69678 validation_1-mae:6017.54639 [1018] validation_0-mae:4582.24951 validation_1-mae:6017.36377 [1019] validation_0-mae:4581.54834 validation_1-mae:6017.29004 [1020] validation_0-mae:4580.07373 validation_1-mae:6017.68262 [1021] validation_0-mae:4579.67920 validation_1-mae:6017.44189 [1022] validation_0-mae:4578.59619 validation_1-mae:6017.28955 [1023] validation_0-mae:4577.25830 validation_1-mae:6017.69287 [1024] validation_0-mae:4576.45654 validation_1-mae:6017.25830 [1025] validation_0-mae:4575.59668 validation_1-mae:6017.01416 [1026] validation_0-mae:4574.02588 validation_1-mae:6016.31152 [1027] validation_0-mae:4572.82227 validation_1-mae:6016.04932 [1028] validation_0-mae:4572.39990 validation_1-mae:6016.01123 [1029] validation_0-mae:4572.34570 validation_1-mae:6016.09473 [1030] validation_0-mae:4571.09180 validation_1-mae:6015.86328 [1031] validation_0-mae:4569.71924 validation_1-mae:6015.59863 [1032] validation_0-mae:4568.94922 validation_1-mae:6015.45166 [1033] validation_0-mae:4567.17725 validation_1-mae:6015.04346 [1034] validation_0-mae:4566.36719 validation_1-mae:6015.35205 [1035] validation_0-mae:4563.89502 validation_1-mae:6015.11084 [1036] validation_0-mae:4562.07812 validation_1-mae:6014.57520 [1037] validation_0-mae:4560.47852 validation_1-mae:6014.29590 [1038] validation_0-mae:4558.74561 validation_1-mae:6013.68066 [1039] validation_0-mae:4557.53272 validation_1-mae:6014.49170 [1040] validation_0-mae:4556.98096 validation_1-mae:6014.29736 [1041] validation_0-mae:4555.81836 validation_1-mae:6014.19678 [1042] validation_0-mae:4554.70410 validation_1-mae:6014.11816 [1043] validation_0-mae:4553.62207 validation_1-mae:6013.81152 [1044] validation_0-mae:4553.14111 validation_1-mae:6014.22510 [1045] validation_0-mae:4552.05029 validation_1-mae:6015.04541 [1046] validation_0-mae:4551.53320 validation_1-mae:6014.94043 [1047] validation_0-mae:4550.62598 validation_1-mae:6014.83008 [1048] validation_0-mae:4549.89941 validation_1-mae:6014.47949 [1049] validation_0-mae:4548.80615 validation_1-mae:6014.37207 [1050] validation_0-mae:4547.36963 validation_1-mae:6014.46728 [1051] validation_0-mae:4545.45654 validation_1-mae:6014.10938 [1052] validation_0-mae:4544.54736 validation_1-mae:6013.76367 [1053] validation_0-mae:4544.06885 validation_1-mae:6013.29932 [1054] validation_0-mae:4544.01953 validation_1-mae:6013.27930 [1055] validation_0-mae:4542.76318 validation_1-mae:6012.85889 [1056] validation_0-mae:4542.45508 validation_1-mae:6012.93603 [1057] validation_0-mae:4542.37305 validation_1-mae:6013.00147 [1058] validation_0-mae:4541.50293 validation_1-mae:6012.40723 [1059] validation_0-mae:4540.34131 validation_1-mae:6012.47070 [1060] validation_0-mae:4539.10547 validation_1-mae:6011.91650 [1061] validation_0-mae:4537.47998 validation_1-mae:6011.86523 [1062] validation_0-mae:4536.03369 validation_1-mae:6012.30322 [1063] validation_0-mae:4534.80566 validation_1-mae:6011.81201 [1064] validation_0-mae:4532.61963 validation_1-mae:6010.83496 [1065] validation_0-mae:4531.74023 validation_1-mae:6010.93897 [1066] validation_0-mae:4530.90967 validation_1-mae:6010.88330 [1067] validation_0-mae:4530.14893 validation_1-mae:6010.91602 [1068] validation_0-mae:4529.38672 validation_1-mae:6010.74609 [1069] validation_0-mae:4528.97314 validation_1-mae:6010.91113 [1070] validation_0-mae:4528.59717 validation_1-mae:6010.93408 [1071] validation_0-mae:4526.92334 validation_1-mae:6010.76514 [1072] validation_0-mae:4524.85645 validation_1-mae:6010.39893 [1073] validation_0-mae:4523.92432 validation_1-mae:6010.52734 [1074] validation_0-mae:4522.61475 validation_1-mae:6010.51758 [1075] validation_0-mae:4521.67334 validation_1-mae:6010.12500 [1076] validation_0-mae:4520.84424 validation_1-mae:6009.91797 [1077] validation_0-mae:4518.61963 validation_1-mae:6009.84375 [1078] validation_0-mae:4517.22803 validation_1-mae:6009.11475 [1079] validation_0-mae:4515.71728 validation_1-mae:6009.54492 [1080] validation_0-mae:4514.63965 validation_1-mae:6009.63379 [1081] validation_0-mae:4513.42090 validation_1-mae:6010.02100 [1082] validation_0-mae:4512.69629 validation_1-mae:6009.87012 [1083] validation_0-mae:4511.66846 validation_1-mae:6009.76367 [1084] validation_0-mae:4510.38867 validation_1-mae:6009.06397 [1085] validation_0-mae:4509.24902 validation_1-mae:6008.97119 [1086] validation_0-mae:4507.80371 validation_1-mae:6009.44336 [1087] validation_0-mae:4507.03418 validation_1-mae:6009.70508 [1088] validation_0-mae:4506.13281 validation_1-mae:6009.41211 [1089] validation_0-mae:4505.15820 validation_1-mae:6009.77393 [1090] validation_0-mae:4503.76025 validation_1-mae:6009.01025 [1091] validation_0-mae:4502.90088 validation_1-mae:6008.48535 [1092] validation_0-mae:4501.53711 validation_1-mae:6008.44287 [1093] validation_0-mae:4500.78760 validation_1-mae:6008.27051 [1094] validation_0-mae:4499.67334 validation_1-mae:6007.94434 [1095] validation_0-mae:4497.78076 validation_1-mae:6008.22022 [1096] validation_0-mae:4496.57812 validation_1-mae:6008.27246 [1097] validation_0-mae:4495.03711 validation_1-mae:6008.05273 [1098] validation_0-mae:4494.64795 validation_1-mae:6008.19922 [1099] validation_0-mae:4493.59863 validation_1-mae:6007.46973 [1100] validation_0-mae:4491.85889 validation_1-mae:6006.97119 [1101] validation_0-mae:4490.73047 validation_1-mae:6007.31787 [1102] validation_0-mae:4490.33984 validation_1-mae:6007.54492 [1103] validation_0-mae:4489.76953 validation_1-mae:6007.64209 [1104] validation_0-mae:4489.11719 validation_1-mae:6007.52881 [1105] validation_0-mae:4488.23438 validation_1-mae:6007.94043 [1106] validation_0-mae:4488.07080 validation_1-mae:6008.08838 [1107] validation_0-mae:4487.48047 validation_1-mae:6008.15918 [1108] validation_0-mae:4486.88232 validation_1-mae:6008.25732 [1109] validation_0-mae:4485.47949 validation_1-mae:6008.33252 [1110] validation_0-mae:4485.36426 validation_1-mae:6008.54639 [1111] validation_0-mae:4484.50391 validation_1-mae:6008.25293 [1112] validation_0-mae:4483.02344 validation_1-mae:6007.47803 [1113] validation_0-mae:4481.95605 validation_1-mae:6007.35840 [1114] validation_0-mae:4480.68701 validation_1-mae:6007.41113 [1115] validation_0-mae:4478.87647 validation_1-mae:6006.64648 [1116] validation_0-mae:4477.83398 validation_1-mae:6006.70752 [1117] validation_0-mae:4477.71045 validation_1-mae:6006.80371 [1118] validation_0-mae:4476.17432 validation_1-mae:6006.25049 [1119] validation_0-mae:4475.30127 validation_1-mae:6005.94385 [1120] validation_0-mae:4474.61865 validation_1-mae:6005.82959 [1121] validation_0-mae:4474.03906 validation_1-mae:6005.76270 [1122] validation_0-mae:4472.71875 validation_1-mae:6006.64697 [1123] validation_0-mae:4471.62158 validation_1-mae:6006.91309 [1124] validation_0-mae:4470.71973 validation_1-mae:6007.25977 [1125] validation_0-mae:4468.45068 validation_1-mae:6007.20361 [1126] validation_0-mae:4467.13574 validation_1-mae:6006.51221 [1127] validation_0-mae:4465.92725 validation_1-mae:6006.46387 [1128] validation_0-mae:4464.31397 validation_1-mae:6006.47949 [1129] validation_0-mae:4462.94043 validation_1-mae:6006.51367 [1130] validation_0-mae:4461.40918 validation_1-mae:6006.65723 [1131] validation_0-mae:4460.41357 validation_1-mae:6006.91406 [1132] validation_0-mae:4459.83740 validation_1-mae:6006.80176 [1133] validation_0-mae:4458.87500 validation_1-mae:6006.61279 [1134] validation_0-mae:4457.17920 validation_1-mae:6006.51953 [1135] validation_0-mae:4455.27246 validation_1-mae:6005.40918 [1136] validation_0-mae:4453.59863 validation_1-mae:6005.01660 [1137] validation_0-mae:4451.62939 validation_1-mae:6004.94824 [1138] validation_0-mae:4450.75098 validation_1-mae:6005.25195 [1139] validation_0-mae:4449.89990 validation_1-mae:6005.26904 [1140] validation_0-mae:4448.54883 validation_1-mae:6004.64795 [1141] validation_0-mae:4447.86279 validation_1-mae:6004.89258 [1142] validation_0-mae:4446.87402 validation_1-mae:6004.71924 [1143] validation_0-mae:4446.18701 validation_1-mae:6004.94678 [1144] validation_0-mae:4445.33887 validation_1-mae:6004.84668 [1145] validation_0-mae:4444.16260 validation_1-mae:6004.27637 [1146] validation_0-mae:4443.64795 validation_1-mae:6004.07324 [1147] validation_0-mae:4442.91016 validation_1-mae:6004.44971 [1148] validation_0-mae:4442.02197 validation_1-mae:6004.59961 [1149] validation_0-mae:4440.71973 validation_1-mae:6003.99463 [1150] validation_0-mae:4439.46484 validation_1-mae:6003.83105 [1151] validation_0-mae:4439.34277 validation_1-mae:6003.82666 [1152] validation_0-mae:4439.03369 validation_1-mae:6003.85547 [1153] validation_0-mae:4438.38525 validation_1-mae:6003.23193 [1154] validation_0-mae:4436.94434 validation_1-mae:6003.58057 [1155] validation_0-mae:4436.04834 validation_1-mae:6003.75391 [1156] validation_0-mae:4435.33887 validation_1-mae:6003.91748 [1157] validation_0-mae:4434.48975 validation_1-mae:6003.99023 [1158] validation_0-mae:4433.94727 validation_1-mae:6004.06006 [1159] validation_0-mae:4433.27978 validation_1-mae:6003.73584 [1160] validation_0-mae:4432.74365 validation_1-mae:6004.20557 [1161] validation_0-mae:4431.90332 validation_1-mae:6004.27588 [1162] validation_0-mae:4431.42822 validation_1-mae:6004.27295 [1163] validation_0-mae:4430.79736 validation_1-mae:6004.46680 [1164] validation_0-mae:4430.77051 validation_1-mae:6004.49609 [1165] validation_0-mae:4429.81250 validation_1-mae:6004.51855 [1166] validation_0-mae:4428.83936 validation_1-mae:6003.98145 [1167] validation_0-mae:4427.39307 validation_1-mae:6003.57080 [1168] validation_0-mae:4427.02734 validation_1-mae:6003.53516 [1169] validation_0-mae:4425.54785 validation_1-mae:6003.43213 [1170] validation_0-mae:4423.88525 validation_1-mae:6003.21484 [1171] validation_0-mae:4422.28516 validation_1-mae:6003.09863 [1172] validation_0-mae:4420.78564 validation_1-mae:6002.06787 [1173] validation_0-mae:4420.14551 validation_1-mae:6001.95654 [1174] validation_0-mae:4419.45654 validation_1-mae:6001.94775 [1175] validation_0-mae:4418.83789 validation_1-mae:6001.95117 [1176] validation_0-mae:4417.68506 validation_1-mae:6001.87305 [1177] validation_0-mae:4417.08350 validation_1-mae:6001.96484 [1178] validation_0-mae:4415.43408 validation_1-mae:6002.08936 [1179] validation_0-mae:4414.96533 validation_1-mae:6001.88086 [1180] validation_0-mae:4414.21094 validation_1-mae:6001.36133 [1181] validation_0-mae:4413.76270 validation_1-mae:6001.23633 [1182] validation_0-mae:4412.03369 validation_1-mae:6001.11279 [1183] validation_0-mae:4411.82471 validation_1-mae:6001.09424 [1184] validation_0-mae:4410.43994 validation_1-mae:6000.30322 [1185] validation_0-mae:4409.00244 validation_1-mae:5999.64404 [1186] validation_0-mae:4407.58691 validation_1-mae:6000.20361 [1187] validation_0-mae:4406.67041 validation_1-mae:5999.58984 [1188] validation_0-mae:4405.29688 validation_1-mae:5999.50684 [1189] validation_0-mae:4403.62500 validation_1-mae:6000.02490 [1190] validation_0-mae:4403.47168 validation_1-mae:6000.01904 [1191] validation_0-mae:4403.18115 validation_1-mae:5999.97266 [1192] validation_0-mae:4401.53857 validation_1-mae:6001.01270 [1193] validation_0-mae:4400.29297 validation_1-mae:6001.55273 [1194] validation_0-mae:4398.97412 validation_1-mae:6001.14014 [1195] validation_0-mae:4397.36084 validation_1-mae:6000.36426 [1196] validation_0-mae:4395.58008 validation_1-mae:6000.18750 [1197] validation_0-mae:4394.88574 validation_1-mae:6000.07275 [1198] validation_0-mae:4393.60693 validation_1-mae:6000.18311 [1199] validation_0-mae:4392.84570 validation_1-mae:6000.12793 [1200] validation_0-mae:4391.72266 validation_1-mae:6000.00586 [1201] validation_0-mae:4391.38428 validation_1-mae:5999.97168 [1202] validation_0-mae:4390.62500 validation_1-mae:6000.26904 [1203] validation_0-mae:4389.54395 validation_1-mae:5999.94531 [1204] validation_0-mae:4387.47022 validation_1-mae:5999.84326 [1205] validation_0-mae:4387.05908 validation_1-mae:5999.89258 [1206] validation_0-mae:4386.48730 validation_1-mae:5999.79590 [1207] validation_0-mae:4385.72949 validation_1-mae:5999.71826 [1208] validation_0-mae:4385.20850 validation_1-mae:6000.01904 [1209] validation_0-mae:4384.61230 validation_1-mae:6000.45898 [1210] validation_0-mae:4384.17041 validation_1-mae:6000.74561 [1211] validation_0-mae:4381.59814 validation_1-mae:6000.00781 [1212] validation_0-mae:4381.50879 validation_1-mae:6000.05322 [1213] validation_0-mae:4381.39893 validation_1-mae:6000.04443 [1214] validation_0-mae:4380.90430 validation_1-mae:5999.71680 [1215] validation_0-mae:4378.87207 validation_1-mae:5998.41748 [1216] validation_0-mae:4377.79297 validation_1-mae:5998.68701 [1217] validation_0-mae:4377.34717 validation_1-mae:5998.75049 [1218] validation_0-mae:4377.02734 validation_1-mae:5998.81787 [1219] validation_0-mae:4376.73779 validation_1-mae:5998.85889 [1220] validation_0-mae:4376.15381 validation_1-mae:5998.96924 [1221] validation_0-mae:4374.88037 validation_1-mae:5999.34522 [1222] validation_0-mae:4373.65088 validation_1-mae:5999.48975 [1223] validation_0-mae:4373.46143 validation_1-mae:5999.46143 [1224] validation_0-mae:4372.41016 validation_1-mae:5999.10254 [1225] validation_0-mae:4369.95996 validation_1-mae:5999.50732 [1226] validation_0-mae:4369.40967 validation_1-mae:5999.46191 [1227] validation_0-mae:4369.19824 validation_1-mae:5999.33789 [1228] validation_0-mae:4368.03809 validation_1-mae:5998.86377 [1229] validation_0-mae:4366.81397 validation_1-mae:5998.47363 [1230] validation_0-mae:4365.61328 validation_1-mae:5998.72705 [1231] validation_0-mae:4364.34717 validation_1-mae:5998.44922 [1232] validation_0-mae:4363.91455 validation_1-mae:5998.66260 [1233] validation_0-mae:4362.83936 validation_1-mae:5998.06982 [1234] validation_0-mae:4361.56006 validation_1-mae:5998.54883 [1235] validation_0-mae:4360.51270 validation_1-mae:5998.42871 [1236] validation_0-mae:4359.73730 validation_1-mae:5998.53418 [1237] validation_0-mae:4357.67334 validation_1-mae:5997.72217 [1238] validation_0-mae:4355.94141 validation_1-mae:5996.96045 [1239] validation_0-mae:4354.00293 validation_1-mae:5996.97266 [1240] validation_0-mae:4352.21191 validation_1-mae:5996.86475 [1241] validation_0-mae:4350.19775 validation_1-mae:5996.65186 [1242] validation_0-mae:4349.28516 validation_1-mae:5996.62305 [1243] validation_0-mae:4347.63086 validation_1-mae:5996.19092 [1244] validation_0-mae:4345.59424 validation_1-mae:5995.53955 [1245] validation_0-mae:4343.99463 validation_1-mae:5994.85547 [1246] validation_0-mae:4342.73438 validation_1-mae:5995.34912 [1247] validation_0-mae:4341.85059 validation_1-mae:5996.08740 [1248] validation_0-mae:4341.12158 validation_1-mae:5995.66553 [1249] validation_0-mae:4339.67432 validation_1-mae:5995.12256 [1250] validation_0-mae:4338.33789 validation_1-mae:5994.71680 [1251] validation_0-mae:4337.09570 validation_1-mae:5994.45410 [1252] validation_0-mae:4335.30811 validation_1-mae:5994.25195 [1253] validation_0-mae:4334.68018 validation_1-mae:5994.27295 [1254] validation_0-mae:4334.01318 validation_1-mae:5993.98926 [1255] validation_0-mae:4332.59326 validation_1-mae:5993.24316 [1256] validation_0-mae:4331.74219 validation_1-mae:5993.53418 [1257] validation_0-mae:4330.95947 validation_1-mae:5993.75147 [1258] validation_0-mae:4330.09619 validation_1-mae:5993.53955 [1259] validation_0-mae:4329.17041 validation_1-mae:5993.44043 [1260] validation_0-mae:4328.19531 validation_1-mae:5993.82129 [1261] validation_0-mae:4326.66309 validation_1-mae:5993.87695 [1262] validation_0-mae:4325.93408 validation_1-mae:5994.06494 [1263] validation_0-mae:4324.73730 validation_1-mae:5993.82617 [1264] validation_0-mae:4323.32178 validation_1-mae:5993.42480 [1265] validation_0-mae:4321.62012 validation_1-mae:5992.50391 [1266] validation_0-mae:4320.35742 validation_1-mae:5992.87988 [1267] validation_0-mae:4319.45410 validation_1-mae:5993.00195 [1268] validation_0-mae:4317.78955 validation_1-mae:5993.00195 [1269] validation_0-mae:4316.75391 validation_1-mae:5992.95166 [1270] validation_0-mae:4316.07080 validation_1-mae:5992.84228 [1271] validation_0-mae:4314.72900 validation_1-mae:5992.53027 [1272] validation_0-mae:4313.96533 validation_1-mae:5992.40039 [1273] validation_0-mae:4312.93897 validation_1-mae:5992.33643 [1274] validation_0-mae:4312.29102 validation_1-mae:5992.60010 [1275] validation_0-mae:4311.46875 validation_1-mae:5992.54199 [1276] validation_0-mae:4310.32959 validation_1-mae:5992.45557 [1277] validation_0-mae:4310.07471 validation_1-mae:5992.38818 [1278] validation_0-mae:4309.37256 validation_1-mae:5992.57227 [1279] validation_0-mae:4307.43164 validation_1-mae:5991.77881 [1280] validation_0-mae:4306.55029 validation_1-mae:5991.61963 [1281] validation_0-mae:4305.71728 validation_1-mae:5991.53955 [1282] validation_0-mae:4304.38477 validation_1-mae:5990.75391 [1283] validation_0-mae:4303.59912 validation_1-mae:5990.42920 [1284] validation_0-mae:4302.16602 validation_1-mae:5990.56299 [1285] validation_0-mae:4300.57227 validation_1-mae:5990.40820 [1286] validation_0-mae:4299.71191 validation_1-mae:5990.31250 [1287] validation_0-mae:4298.98242 validation_1-mae:5990.70020 [1288] validation_0-mae:4297.94287 validation_1-mae:5990.77051 [1289] validation_0-mae:4297.57080 validation_1-mae:5990.70410 [1290] validation_0-mae:4296.85645 validation_1-mae:5990.84473 [1291] validation_0-mae:4295.34814 validation_1-mae:5990.80273 [1292] validation_0-mae:4294.26514 validation_1-mae:5991.30029 [1293] validation_0-mae:4292.89307 validation_1-mae:5991.02100 [1294] validation_0-mae:4292.15918 validation_1-mae:5991.12061 [1295] validation_0-mae:4291.38232 validation_1-mae:5990.79102 [1296] validation_0-mae:4290.12891 validation_1-mae:5990.42822 [1297] validation_0-mae:4289.13281 validation_1-mae:5990.28467 [1298] validation_0-mae:4288.56152 validation_1-mae:5989.80664 [1299] validation_0-mae:4287.96436 validation_1-mae:5990.06445 [1300] validation_0-mae:4287.02197 validation_1-mae:5990.47803 [1301] validation_0-mae:4286.03467 validation_1-mae:5990.87256 [1302] validation_0-mae:4285.16406 validation_1-mae:5990.50928 [1303] validation_0-mae:4284.09473 validation_1-mae:5990.03662 [1304] validation_0-mae:4283.26367 validation_1-mae:5989.80566 [1305] validation_0-mae:4282.35352 validation_1-mae:5990.01660 [1306] validation_0-mae:4281.13184 validation_1-mae:5989.83252 [1307] validation_0-mae:4280.36377 validation_1-mae:5989.92334 [1308] validation_0-mae:4279.38281 validation_1-mae:5989.80908 [1309] validation_0-mae:4278.65723 validation_1-mae:5990.02002 [1310] validation_0-mae:4277.92822 validation_1-mae:5990.05225 [1311] validation_0-mae:4277.87402 validation_1-mae:5990.02734 [1312] validation_0-mae:4276.74023 validation_1-mae:5990.17139 [1313] validation_0-mae:4276.23438 validation_1-mae:5990.23828 [1314] validation_0-mae:4275.99414 validation_1-mae:5990.42480 [1315] validation_0-mae:4275.51709 validation_1-mae:5990.52051 [1316] validation_0-mae:4275.06152 validation_1-mae:5990.64404 [1317] validation_0-mae:4274.43164 validation_1-mae:5990.87842 [1318] validation_0-mae:4273.70459 validation_1-mae:5990.52051 [1319] validation_0-mae:4273.08643 validation_1-mae:5990.33545 [1320] validation_0-mae:4272.73047 validation_1-mae:5990.42627 [1321] validation_0-mae:4271.95361 validation_1-mae:5990.53906 [1322] validation_0-mae:4271.33203 validation_1-mae:5990.73682 [1323] validation_0-mae:4271.01172 validation_1-mae:5990.53320 [1324] validation_0-mae:4269.54590 validation_1-mae:5991.46191 [1325] validation_0-mae:4268.91797 validation_1-mae:5991.36572 [1326] validation_0-mae:4268.15820 validation_1-mae:5990.91162 [1327] validation_0-mae:4266.52002 validation_1-mae:5990.38916 [1328] validation_0-mae:4265.56445 validation_1-mae:5990.12500 [1329] validation_0-mae:4263.87012 validation_1-mae:5989.71973 [1330] validation_0-mae:4261.81738 validation_1-mae:5990.15381 [1331] validation_0-mae:4260.71289 validation_1-mae:5989.99365 [1332] validation_0-mae:4259.02637 validation_1-mae:5990.44971 [1333] validation_0-mae:4257.77783 validation_1-mae:5990.24609 [1334] validation_0-mae:4257.14746 validation_1-mae:5990.47705 [1335] validation_0-mae:4256.49805 validation_1-mae:5990.61279 [1336] validation_0-mae:4255.90674 validation_1-mae:5990.21875 [1337] validation_0-mae:4255.12305 validation_1-mae:5990.72705 [1338] validation_0-mae:4254.79346 validation_1-mae:5990.77441 [1339] validation_0-mae:4254.22852 validation_1-mae:5990.40332 [1340] validation_0-mae:4253.76807 validation_1-mae:5990.33350 [1341] validation_0-mae:4252.79297 validation_1-mae:5990.42480 [1342] validation_0-mae:4252.02588 validation_1-mae:5990.64795 [1343] validation_0-mae:4250.33154 validation_1-mae:5990.32227 [1344] validation_0-mae:4249.02734 validation_1-mae:5990.26562 [1345] validation_0-mae:4247.80957 validation_1-mae:5989.41553 [1346] validation_0-mae:4247.65674 validation_1-mae:5989.22559 [1347] validation_0-mae:4245.75732 validation_1-mae:5989.95312 [1348] validation_0-mae:4244.96045 validation_1-mae:5990.04199 [1349] validation_0-mae:4244.19922 validation_1-mae:5989.53320 [1350] validation_0-mae:4243.46680 validation_1-mae:5989.68555 [1351] validation_0-mae:4243.04102 validation_1-mae:5989.79492 [1352] validation_0-mae:4242.38330 validation_1-mae:5989.68994 [1353] validation_0-mae:4241.46582 validation_1-mae:5990.03906 [1354] validation_0-mae:4240.68897 validation_1-mae:5989.84326 [1355] validation_0-mae:4239.50147 validation_1-mae:5989.40088 [1356] validation_0-mae:4239.36865 validation_1-mae:5989.43994 [1357] validation_0-mae:4239.33887 validation_1-mae:5989.44482 [1358] validation_0-mae:4238.87842 validation_1-mae:5989.68164 [1359] validation_0-mae:4237.85791 validation_1-mae:5989.39258 [1360] validation_0-mae:4237.83350 validation_1-mae:5989.41846 [1361] validation_0-mae:4237.70898 validation_1-mae:5989.39648 [1362] validation_0-mae:4237.50000 validation_1-mae:5989.37012 [1363] validation_0-mae:4235.48193 validation_1-mae:5989.36035 [1364] validation_0-mae:4235.05566 validation_1-mae:5989.37793 [1365] validation_0-mae:4234.24316 validation_1-mae:5989.49414 [1366] validation_0-mae:4232.77588 validation_1-mae:5988.93701 [1367] validation_0-mae:4231.24072 validation_1-mae:5988.14697 [1368] validation_0-mae:4230.11377 validation_1-mae:5987.98682 [1369] validation_0-mae:4229.21289 validation_1-mae:5987.95312 [1370] validation_0-mae:4227.78272 validation_1-mae:5988.02002 [1371] validation_0-mae:4227.13623 validation_1-mae:5987.94678 [1372] validation_0-mae:4226.05811 validation_1-mae:5987.52930 [1373] validation_0-mae:4225.11084 validation_1-mae:5987.80029 [1374] validation_0-mae:4223.84717 validation_1-mae:5987.12744 [1375] validation_0-mae:4222.51660 validation_1-mae:5987.18018 [1376] validation_0-mae:4221.80469 validation_1-mae:5987.08301 [1377] validation_0-mae:4221.11670 validation_1-mae:5987.12549 [1378] validation_0-mae:4220.51953 validation_1-mae:5987.27783 [1379] validation_0-mae:4220.04102 validation_1-mae:5987.45996 [1380] validation_0-mae:4219.50879 validation_1-mae:5987.05811 [1381] validation_0-mae:4217.93115 validation_1-mae:5986.99561 [1382] validation_0-mae:4217.04443 validation_1-mae:5986.98340 [1383] validation_0-mae:4215.72022 validation_1-mae:5987.03711 [1384] validation_0-mae:4214.32959 validation_1-mae:5986.61768 [1385] validation_0-mae:4213.39600 validation_1-mae:5986.61328 [1386] validation_0-mae:4212.83350 validation_1-mae:5986.73730 [1387] validation_0-mae:4211.27246 validation_1-mae:5986.60547 [1388] validation_0-mae:4211.08398 validation_1-mae:5986.68066 [1389] validation_0-mae:4210.44482 validation_1-mae:5986.80713 [1390] validation_0-mae:4209.43994 validation_1-mae:5986.49902 [1391] validation_0-mae:4208.60938 validation_1-mae:5986.49951 [1392] validation_0-mae:4207.63477 validation_1-mae:5985.99853 [1393] validation_0-mae:4207.04590 validation_1-mae:5986.13330 [1394] validation_0-mae:4206.97412 validation_1-mae:5986.11768 [1395] validation_0-mae:4206.43555 validation_1-mae:5985.71484 [1396] validation_0-mae:4205.10156 validation_1-mae:5986.10596 [1397] validation_0-mae:4204.52441 validation_1-mae:5985.90478 [1398] validation_0-mae:4203.25000 validation_1-mae:5986.19824 [1399] validation_0-mae:4202.65820 validation_1-mae:5986.27783 [1400] validation_0-mae:4202.35693 validation_1-mae:5986.18506 [1401] validation_0-mae:4201.43213 validation_1-mae:5986.35059 [1402] validation_0-mae:4200.78320 validation_1-mae:5986.72217 [1403] validation_0-mae:4200.77881 validation_1-mae:5986.72900 [1404] validation_0-mae:4200.26025 validation_1-mae:5986.72510 [1405] validation_0-mae:4199.37793 validation_1-mae:5986.55566 [1406] validation_0-mae:4198.65137 validation_1-mae:5986.77197 [1407] validation_0-mae:4198.39209 validation_1-mae:5986.79492 [1408] validation_0-mae:4197.88330 validation_1-mae:5986.67041 [1409] validation_0-mae:4196.74805 validation_1-mae:5986.95947 [1410] validation_0-mae:4196.73193 validation_1-mae:5986.96582 [1411] validation_0-mae:4195.87207 validation_1-mae:5986.76660 [1412] validation_0-mae:4195.33984 validation_1-mae:5987.09814 [1413] validation_0-mae:4194.31201 validation_1-mae:5987.05078 [1414] validation_0-mae:4193.20654 validation_1-mae:5987.17920 [1415] validation_0-mae:4192.72852 validation_1-mae:5987.12842 [1416] validation_0-mae:4191.83545 validation_1-mae:5987.13184 [1417] validation_0-mae:4190.84277 validation_1-mae:5987.00391 [1418] validation_0-mae:4189.89697 validation_1-mae:5986.62939 [1419] validation_0-mae:4189.45996 validation_1-mae:5986.60449 [1420] validation_0-mae:4189.07178 validation_1-mae:5986.49707 [1421] validation_0-mae:4188.24121 validation_1-mae:5986.36572 [1422] validation_0-mae:4187.79980 validation_1-mae:5986.16260 [1423] validation_0-mae:4186.03955 validation_1-mae:5985.04785 [1424] validation_0-mae:4185.06201 validation_1-mae:5984.95020 [1425] validation_0-mae:4183.94092 validation_1-mae:5985.40283 [1426] validation_0-mae:4182.80029 validation_1-mae:5985.61426 [1427] validation_0-mae:4181.78320 validation_1-mae:5986.09961 [1428] validation_0-mae:4180.09082 validation_1-mae:5985.69531 [1429] validation_0-mae:4179.01074 validation_1-mae:5985.56494 [1430] validation_0-mae:4177.37549 validation_1-mae:5985.54980 [1431] validation_0-mae:4175.43603 validation_1-mae:5984.90332 [1432] validation_0-mae:4174.35498 validation_1-mae:5984.80713 [1433] validation_0-mae:4173.33447 validation_1-mae:5984.85059 [1434] validation_0-mae:4172.50439 validation_1-mae:5984.65967 [1435] validation_0-mae:4171.26807 validation_1-mae:5985.03906 [1436] validation_0-mae:4170.05859 validation_1-mae:5984.67676 [1437] validation_0-mae:4168.66113 validation_1-mae:5984.63916 [1438] validation_0-mae:4167.85840 validation_1-mae:5984.87158 [1439] validation_0-mae:4166.64355 validation_1-mae:5984.52148 [1440] validation_0-mae:4166.02686 validation_1-mae:5984.68848 [1441] validation_0-mae:4165.53076 validation_1-mae:5984.94434 [1442] validation_0-mae:4164.88330 validation_1-mae:5985.22705 [1443] validation_0-mae:4163.68750 validation_1-mae:5985.02686 [1444] validation_0-mae:4162.33301 validation_1-mae:5984.62598 [1445] validation_0-mae:4161.96094 validation_1-mae:5984.78467 [1446] validation_0-mae:4160.09912 validation_1-mae:5984.14551 [1447] validation_0-mae:4158.97607 validation_1-mae:5984.22949 [1448] validation_0-mae:4158.12012 validation_1-mae:5983.87451 [1449] validation_0-mae:4157.20068 validation_1-mae:5984.03223 [1450] validation_0-mae:4156.70117 validation_1-mae:5983.90088 [1451] validation_0-mae:4156.24365 validation_1-mae:5983.87647 [1452] validation_0-mae:4155.57275 validation_1-mae:5983.66064 [1453] validation_0-mae:4155.19727 validation_1-mae:5983.51807 [1454] validation_0-mae:4154.38037 validation_1-mae:5984.03027 [1455] validation_0-mae:4153.50977 validation_1-mae:5984.20312 [1456] validation_0-mae:4152.84326 validation_1-mae:5984.40576 [1457] validation_0-mae:4152.43555 validation_1-mae:5984.40527 [1458] validation_0-mae:4151.05518 validation_1-mae:5984.26123 [1459] validation_0-mae:4149.87061 validation_1-mae:5984.22266 [1460] validation_0-mae:4149.32373 validation_1-mae:5984.16699 [1461] validation_0-mae:4148.76221 validation_1-mae:5984.45020 [1462] validation_0-mae:4147.31787 validation_1-mae:5984.08008 [1463] validation_0-mae:4146.53174 validation_1-mae:5983.67676 [1464] validation_0-mae:4145.67773 validation_1-mae:5983.31689 [1465] validation_0-mae:4145.14844 validation_1-mae:5983.22461 [1466] validation_0-mae:4143.79297 validation_1-mae:5983.15723 [1467] validation_0-mae:4143.27881 validation_1-mae:5983.03906 [1468] validation_0-mae:4142.63379 validation_1-mae:5983.10010 [1469] validation_0-mae:4141.15674 validation_1-mae:5983.23633 [1470] validation_0-mae:4140.27148 validation_1-mae:5983.31397 [1471] validation_0-mae:4139.57275 validation_1-mae:5983.62061 [1472] validation_0-mae:4138.69385 validation_1-mae:5983.51855 [1473] validation_0-mae:4137.75830 validation_1-mae:5983.16699 [1474] validation_0-mae:4137.18603 validation_1-mae:5983.40625 [1475] validation_0-mae:4136.19482 validation_1-mae:5983.45703 [1476] validation_0-mae:4135.10449 validation_1-mae:5983.28174 [1477] validation_0-mae:4134.08887 validation_1-mae:5983.27637 [1478] validation_0-mae:4133.51514 validation_1-mae:5983.16748 [1479] validation_0-mae:4132.31787 validation_1-mae:5983.37744 [1480] validation_0-mae:4131.23438 validation_1-mae:5982.57959 [1481] validation_0-mae:4128.93457 validation_1-mae:5983.71924 [1482] validation_0-mae:4128.60791 validation_1-mae:5983.88574 [1483] validation_0-mae:4128.25195 validation_1-mae:5983.78174 [1484] validation_0-mae:4127.44873 validation_1-mae:5983.66602 [1485] validation_0-mae:4126.46484 validation_1-mae:5983.86230 [1486] validation_0-mae:4124.44434 validation_1-mae:5984.21045 [1487] validation_0-mae:4123.54736 validation_1-mae:5984.09814 [1488] validation_0-mae:4122.14111 validation_1-mae:5983.83887 [1489] validation_0-mae:4121.22461 validation_1-mae:5983.55908 [1490] validation_0-mae:4120.20752 validation_1-mae:5983.58105 [1491] validation_0-mae:4118.63330 validation_1-mae:5983.21143 [1492] validation_0-mae:4116.97754 validation_1-mae:5983.59326 [1493] validation_0-mae:4115.91797 validation_1-mae:5983.43555 [1494] validation_0-mae:4113.91406 validation_1-mae:5983.94873 [1495] validation_0-mae:4112.53564 validation_1-mae:5983.56055 [1496] validation_0-mae:4110.96582 validation_1-mae:5984.19922 [1497] validation_0-mae:4109.89697 validation_1-mae:5984.20703 [1498] validation_0-mae:4108.26172 validation_1-mae:5984.67822 [1499] validation_0-mae:4107.42578 validation_1-mae:5984.90478 [1500] validation_0-mae:4106.63867 validation_1-mae:5984.75879 [1501] validation_0-mae:4105.98438 validation_1-mae:5984.80469 [1502] validation_0-mae:4105.66748 validation_1-mae:5985.01514 [1503] validation_0-mae:4105.15332 validation_1-mae:5985.20703 [1504] validation_0-mae:4104.68164 validation_1-mae:5985.09326 [1505] validation_0-mae:4104.49951 validation_1-mae:5985.10107 [1506] validation_0-mae:4104.07568 validation_1-mae:5984.96191 [1507] validation_0-mae:4103.86816 validation_1-mae:5984.88672 [1508] validation_0-mae:4103.84326 validation_1-mae:5984.91553 [1509] validation_0-mae:4103.02002 validation_1-mae:5985.01562 [1510] validation_0-mae:4102.14990 validation_1-mae:5985.46924 [1511] validation_0-mae:4101.81397 validation_1-mae:5985.72217 [1512] validation_0-mae:4101.77588 validation_1-mae:5985.80615 [1513] validation_0-mae:4099.98096 validation_1-mae:5985.87793 [1514] validation_0-mae:4098.91602 validation_1-mae:5986.58984 [1515] validation_0-mae:4098.43457 validation_1-mae:5986.67871 [1516] validation_0-mae:4098.07080 validation_1-mae:5986.70850 [1517] validation_0-mae:4097.13184 validation_1-mae:5986.45361 [1518] validation_0-mae:4096.71484 validation_1-mae:5986.37500 [1519] validation_0-mae:4095.94873 validation_1-mae:5986.55518 [1520] validation_0-mae:4095.14990 validation_1-mae:5986.27002 [1521] validation_0-mae:4094.64746 validation_1-mae:5986.33203 [1522] validation_0-mae:4094.00806 validation_1-mae:5986.54004 [1523] validation_0-mae:4093.55884 validation_1-mae:5986.80225 [1524] validation_0-mae:4093.00855 validation_1-mae:5986.96924 [1525] validation_0-mae:4091.91528 validation_1-mae:5987.19922 [1526] validation_0-mae:4091.39917 validation_1-mae:5987.11084 [1527] validation_0-mae:4090.89722 validation_1-mae:5987.29053 [1528] validation_0-mae:4090.87695 validation_1-mae:5987.29688 [1529] validation_0-mae:4090.51978 validation_1-mae:5987.23242 [1530] validation_0-mae:4089.92578 validation_1-mae:5987.56152 [1531] validation_0-mae:4088.80981 validation_1-mae:5987.54102 [1532] validation_0-mae:4088.75659 validation_1-mae:5987.62842 [1533] validation_0-mae:4088.72730 validation_1-mae:5987.67236 [1534] validation_0-mae:4088.03711 validation_1-mae:5987.45459 [1535] validation_0-mae:4086.60791 validation_1-mae:5987.02002 [1536] validation_0-mae:4084.87085 validation_1-mae:5987.10693 [1537] validation_0-mae:4083.77686 validation_1-mae:5987.00195 [1538] validation_0-mae:4082.68311 validation_1-mae:5987.02978 [1539] validation_0-mae:4081.53564 validation_1-mae:5987.36768 [1540] validation_0-mae:4080.36572 validation_1-mae:5987.61279 [1541] validation_0-mae:4079.65723 validation_1-mae:5987.54395 [1542] validation_0-mae:4079.02368 validation_1-mae:5987.54492 [1543] validation_0-mae:4078.63647 validation_1-mae:5987.40869 [1544] validation_0-mae:4077.65210 validation_1-mae:5987.45410 [1545] validation_0-mae:4076.84009 validation_1-mae:5987.13623 [1546] validation_0-mae:4076.12354 validation_1-mae:5986.94092 [1547] validation_0-mae:4074.80518 validation_1-mae:5987.40039 [1548] validation_0-mae:4073.81323 validation_1-mae:5987.81006 [1549] validation_0-mae:4072.72412 validation_1-mae:5988.02197 [1550] validation_0-mae:4072.26050 validation_1-mae:5988.04102 [1551] validation_0-mae:4071.65820 validation_1-mae:5988.12549 [1552] validation_0-mae:4070.68945 validation_1-mae:5988.10449 [1553] validation_0-mae:4069.92285 validation_1-mae:5987.95312 [1554] validation_0-mae:4069.39770 validation_1-mae:5988.13379 [1555] validation_0-mae:4069.03394 validation_1-mae:5987.85400 [1556] validation_0-mae:4068.54810 validation_1-mae:5987.96826 [1557] validation_0-mae:4068.11743 validation_1-mae:5988.04834 [1558] validation_0-mae:4067.96753 validation_1-mae:5988.12402 [1559] validation_0-mae:4067.31030 validation_1-mae:5988.36426 [1560] validation_0-mae:4066.95044 validation_1-mae:5988.51025 [1561] validation_0-mae:4066.42041 validation_1-mae:5988.61084 [1562] validation_0-mae:4065.75000 validation_1-mae:5988.73975 [1563] validation_0-mae:4065.59009 validation_1-mae:5988.77832 [1564] validation_0-mae:4064.61523 validation_1-mae:5988.28467 [1565] validation_0-mae:4063.86963 validation_1-mae:5987.82959 [1566] validation_0-mae:4063.73560 validation_1-mae:5987.74756 [1567] validation_0-mae:4063.01514 validation_1-mae:5987.51270 [1568] validation_0-mae:4061.82153 validation_1-mae:5987.23047 [1569] validation_0-mae:4061.61133 validation_1-mae:5987.16992 [1570] validation_0-mae:4061.50488 validation_1-mae:5987.24561 [1571] validation_0-mae:4060.94849 validation_1-mae:5987.31592 [1572] validation_0-mae:4060.46240 validation_1-mae:5987.36768 [1573] validation_0-mae:4059.50635 validation_1-mae:5987.41943 [1574] validation_0-mae:4058.68091 validation_1-mae:5987.19531 [1575] validation_0-mae:4058.16577 validation_1-mae:5987.24463 [1576] validation_0-mae:4057.85132 validation_1-mae:5987.10596 [1577] validation_0-mae:4057.43848 validation_1-mae:5987.13477 [1578] validation_0-mae:4057.42114 validation_1-mae:5987.11475 [1579] validation_0-mae:4057.06128 validation_1-mae:5987.07959 [1580] validation_0-mae:4055.46240 validation_1-mae:5986.56445 [1581] validation_0-mae:4054.49023 validation_1-mae:5986.74658 [1582] validation_0-mae:4053.85230 validation_1-mae:5986.77930 [1583] validation_0-mae:4052.82935 validation_1-mae:5986.97363 [1584] validation_0-mae:4052.31421 validation_1-mae:5987.06543 [1585] validation_0-mae:4051.56763 validation_1-mae:5987.11426 [1586] validation_0-mae:4051.04126 validation_1-mae:5986.99268 [1587] validation_0-mae:4050.57495 validation_1-mae:5987.07764 [1588] validation_0-mae:4049.96777 validation_1-mae:5987.22461 [1589] validation_0-mae:4049.43042 validation_1-mae:5987.21094 [1590] validation_0-mae:4048.77490 validation_1-mae:5987.26074 [1591] validation_0-mae:4047.97510 validation_1-mae:5986.90430 [1592] validation_0-mae:4047.10522 validation_1-mae:5986.14844 [1593] validation_0-mae:4046.80298 validation_1-mae:5986.12842 [1594] validation_0-mae:4046.45752 validation_1-mae:5986.06689 [1595] validation_0-mae:4045.82617 validation_1-mae:5985.64307 [1596] validation_0-mae:4044.89697 validation_1-mae:5985.45752 [1597] validation_0-mae:4043.29272 validation_1-mae:5984.88770 [1598] validation_0-mae:4042.56226 validation_1-mae:5984.38965 [1599] validation_0-mae:4041.75146 validation_1-mae:5984.32666 [1600] validation_0-mae:4040.81812 validation_1-mae:5983.70898 [1601] validation_0-mae:4040.05371 validation_1-mae:5983.56641 [1602] validation_0-mae:4039.30591 validation_1-mae:5983.82080 [1603] validation_0-mae:4037.87524 validation_1-mae:5983.28027 [1604] validation_0-mae:4037.23047 validation_1-mae:5983.44482 [1605] validation_0-mae:4036.41650 validation_1-mae:5983.30273 [1606] validation_0-mae:4035.11035 validation_1-mae:5983.07031 [1607] validation_0-mae:4034.38184 validation_1-mae:5983.30225 [1608] validation_0-mae:4033.00903 validation_1-mae:5983.78027 [1609] validation_0-mae:4031.62964 validation_1-mae:5983.38867 [1610] validation_0-mae:4030.19824 validation_1-mae:5983.46484 [1611] validation_0-mae:4029.54394 validation_1-mae:5983.34082 [1612] validation_0-mae:4028.85693 validation_1-mae:5983.51123 [1613] validation_0-mae:4027.65796 validation_1-mae:5984.15772 [1614] validation_0-mae:4026.77100 validation_1-mae:5983.51807 [1615] validation_0-mae:4026.42261 validation_1-mae:5983.27051 [1616] validation_0-mae:4025.68774 validation_1-mae:5983.15478 [1617] validation_0-mae:4024.80518 validation_1-mae:5983.08105 [1618] validation_0-mae:4024.31909 validation_1-mae:5982.96191 [1619] validation_0-mae:4023.63477 validation_1-mae:5983.24121 [1620] validation_0-mae:4022.57153 validation_1-mae:5983.53564 [1621] validation_0-mae:4022.10889 validation_1-mae:5983.45850 [1622] validation_0-mae:4021.46924 validation_1-mae:5983.49805 [1623] validation_0-mae:4021.06226 validation_1-mae:5983.49316 [1624] validation_0-mae:4020.69751 validation_1-mae:5983.42236 [1625] validation_0-mae:4019.61670 validation_1-mae:5983.25000 [1626] validation_0-mae:4019.20044 validation_1-mae:5983.28369 [1627] validation_0-mae:4018.87207 validation_1-mae:5983.41309 [1628] validation_0-mae:4018.53760 validation_1-mae:5983.50147 [1629] validation_0-mae:4018.31860 validation_1-mae:5983.38379 [1630] validation_0-mae:4018.19629 validation_1-mae:5983.39111 [1631] validation_0-mae:4017.64868 validation_1-mae:5983.42383 [1632] validation_0-mae:4017.62476 validation_1-mae:5983.42822 [1633] validation_0-mae:4016.64941 validation_1-mae:5983.20557 [1634] validation_0-mae:4016.09741 validation_1-mae:5982.93408 [1635] validation_0-mae:4015.63721 validation_1-mae:5982.79102 [1636] validation_0-mae:4014.72437 validation_1-mae:5983.14355 [1637] validation_0-mae:4014.06812 validation_1-mae:5982.90137 [1638] validation_0-mae:4013.11035 validation_1-mae:5983.07520 [1639] validation_0-mae:4012.49487 validation_1-mae:5982.67676 [1640] validation_0-mae:4012.12354 validation_1-mae:5982.74023 [1641] validation_0-mae:4011.07593 validation_1-mae:5983.01123 [1642] validation_0-mae:4010.49634 validation_1-mae:5982.88623 [1643] validation_0-mae:4009.51831 validation_1-mae:5982.53760 [1644] validation_0-mae:4008.15259 validation_1-mae:5981.75537 [1645] validation_0-mae:4007.04053 validation_1-mae:5981.25830 [1646] validation_0-mae:4006.30347 validation_1-mae:5981.44678 [1647] validation_0-mae:4005.12280 validation_1-mae:5982.23047 [1648] validation_0-mae:4004.37231 validation_1-mae:5982.30811 [1649] validation_0-mae:4003.14770 validation_1-mae:5982.41016 [1650] validation_0-mae:4002.37183 validation_1-mae:5982.20557 [1651] validation_0-mae:4001.59766 validation_1-mae:5982.03125 [1652] validation_0-mae:4000.86060 validation_1-mae:5982.23633 [1653] validation_0-mae:4000.27051 validation_1-mae:5982.28369 [1654] validation_0-mae:3999.29565 validation_1-mae:5982.08691 [1655] validation_0-mae:3997.76123 validation_1-mae:5981.19629 [1656] validation_0-mae:3997.06079 validation_1-mae:5981.19482 [1657] validation_0-mae:3996.78076 validation_1-mae:5981.39648 [1658] validation_0-mae:3996.31274 validation_1-mae:5981.50537 [1659] validation_0-mae:3995.71997 validation_1-mae:5981.40283 [1660] validation_0-mae:3995.21411 validation_1-mae:5981.68262 [1661] validation_0-mae:3994.56665 validation_1-mae:5981.74561 [1662] validation_0-mae:3992.65186 validation_1-mae:5981.46387 [1663] validation_0-mae:3992.12646 validation_1-mae:5981.69727 [1664] validation_0-mae:3991.24487 validation_1-mae:5981.54053 [1665] validation_0-mae:3990.60815 validation_1-mae:5981.42383 [1666] validation_0-mae:3990.36475 validation_1-mae:5981.36328 [1667] validation_0-mae:3989.76245 validation_1-mae:5981.76758 [1668] validation_0-mae:3988.95044 validation_1-mae:5981.53760 [1669] validation_0-mae:3988.15186 validation_1-mae:5981.44434 [1670] validation_0-mae:3987.57519 validation_1-mae:5981.33643 [1671] validation_0-mae:3985.97510 validation_1-mae:5981.24316 [1672] validation_0-mae:3984.88110 validation_1-mae:5981.47559 [1673] validation_0-mae:3984.15186 validation_1-mae:5981.49902 [1674] validation_0-mae:3983.29883 validation_1-mae:5981.66504 [1675] validation_0-mae:3982.53638 validation_1-mae:5981.12842 [1676] validation_0-mae:3982.16919 validation_1-mae:5981.23096 [1677] validation_0-mae:3981.93506 validation_1-mae:5981.36865 [1678] validation_0-mae:3980.46436 validation_1-mae:5981.93701 [1679] validation_0-mae:3979.79175 validation_1-mae:5981.87305 [1680] validation_0-mae:3978.93408 validation_1-mae:5981.94336 [1681] validation_0-mae:3977.63330 validation_1-mae:5981.54248 [1682] validation_0-mae:3976.28345 validation_1-mae:5981.32275 [1683] validation_0-mae:3975.78125 validation_1-mae:5981.07373 [1684] validation_0-mae:3974.99927 validation_1-mae:5980.76709 [1685] validation_0-mae:3974.38477 validation_1-mae:5980.83398 [1686] validation_0-mae:3973.72070 validation_1-mae:5980.81445 [1687] validation_0-mae:3973.47339 validation_1-mae:5980.89404 [1688] validation_0-mae:3972.07300 validation_1-mae:5980.60352 [1689] validation_0-mae:3971.69336 validation_1-mae:5980.55225 [1690] validation_0-mae:3970.15869 validation_1-mae:5981.00781 [1691] validation_0-mae:3969.16431 validation_1-mae:5980.63965 [1692] validation_0-mae:3968.67114 validation_1-mae:5980.62939 [1693] validation_0-mae:3967.74609 validation_1-mae:5980.34766 [1694] validation_0-mae:3966.36450 validation_1-mae:5979.57959 [1695] validation_0-mae:3964.75000 validation_1-mae:5980.07080 [1696] validation_0-mae:3963.80981 validation_1-mae:5979.60254 [1697] validation_0-mae:3963.00562 validation_1-mae:5979.35986 [1698] validation_0-mae:3961.87646 validation_1-mae:5979.35156 [1699] validation_0-mae:3961.04150 validation_1-mae:5979.38086 Dropping: fiest [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65234 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.57666 [21] validation_0-mae:7944.89600 validation_1-mae:7832.65723 [22] validation_0-mae:7846.75684 validation_1-mae:7746.49707 [23] validation_0-mae:7760.49268 validation_1-mae:7677.36865 [24] validation_0-mae:7676.77881 validation_1-mae:7599.02197 [25] validation_0-mae:7604.22461 validation_1-mae:7535.70166 [26] validation_0-mae:7548.77930 validation_1-mae:7488.89014 [27] validation_0-mae:7488.50049 validation_1-mae:7434.85938 [28] validation_0-mae:7439.26465 validation_1-mae:7393.77002 [29] validation_0-mae:7397.07129 validation_1-mae:7359.55420 [30] validation_0-mae:7361.33447 validation_1-mae:7328.94775 [31] validation_0-mae:7320.76904 validation_1-mae:7292.47852 [32] validation_0-mae:7292.27344 validation_1-mae:7275.34668 [33] validation_0-mae:7264.06689 validation_1-mae:7254.30518 [34] validation_0-mae:7233.79004 validation_1-mae:7234.34375 [35] validation_0-mae:7202.32031 validation_1-mae:7209.47119 [36] validation_0-mae:7185.08740 validation_1-mae:7196.05566 [37] validation_0-mae:7167.61963 validation_1-mae:7185.62402 [38] validation_0-mae:7142.17969 validation_1-mae:7164.12402 [39] validation_0-mae:7120.81445 validation_1-mae:7146.94141 [40] validation_0-mae:7102.98682 validation_1-mae:7136.57227 [41] validation_0-mae:7086.79443 validation_1-mae:7124.17676 [42] validation_0-mae:7069.74609 validation_1-mae:7113.43506 [43] validation_0-mae:7049.70898 validation_1-mae:7099.62891 [44] validation_0-mae:7033.69287 validation_1-mae:7086.57080 [45] validation_0-mae:7014.76465 validation_1-mae:7073.41211 [46] validation_0-mae:6998.53857 validation_1-mae:7063.24023 [47] validation_0-mae:6975.02393 validation_1-mae:7044.47510 [48] validation_0-mae:6963.79541 validation_1-mae:7035.81397 [49] validation_0-mae:6944.66797 validation_1-mae:7021.39648 [50] validation_0-mae:6920.67480 validation_1-mae:7005.98730 [51] validation_0-mae:6908.85303 validation_1-mae:6996.74658 [52] validation_0-mae:6890.51709 validation_1-mae:6984.80371 [53] validation_0-mae:6871.32373 validation_1-mae:6968.04053 [54] validation_0-mae:6856.89600 validation_1-mae:6955.38525 [55] validation_0-mae:6846.20459 validation_1-mae:6948.94434 [56] validation_0-mae:6826.03076 validation_1-mae:6932.25147 [57] validation_0-mae:6813.08398 validation_1-mae:6923.67529 [58] validation_0-mae:6803.71582 validation_1-mae:6916.90234 [59] validation_0-mae:6786.72754 validation_1-mae:6908.93897 [60] validation_0-mae:6774.04492 validation_1-mae:6898.40772 [61] validation_0-mae:6760.41797 validation_1-mae:6887.60693 [62] validation_0-mae:6749.58740 validation_1-mae:6880.96973 [63] validation_0-mae:6734.16895 validation_1-mae:6868.49170 [64] validation_0-mae:6721.70703 validation_1-mae:6858.04395 [65] validation_0-mae:6710.04395 validation_1-mae:6849.33398 [66] validation_0-mae:6696.66162 validation_1-mae:6835.63184 [67] validation_0-mae:6686.05078 validation_1-mae:6829.91504 [68] validation_0-mae:6675.47510 validation_1-mae:6821.46289 [69] validation_0-mae:6670.55078 validation_1-mae:6818.13916 [70] validation_0-mae:6656.58936 validation_1-mae:6808.98779 [71] validation_0-mae:6645.05908 validation_1-mae:6800.32031 [72] validation_0-mae:6634.14893 validation_1-mae:6795.57812 [73] validation_0-mae:6626.81543 validation_1-mae:6789.18994 [74] validation_0-mae:6615.48486 validation_1-mae:6782.13232 [75] validation_0-mae:6594.62647 validation_1-mae:6763.41309 [76] validation_0-mae:6584.61572 validation_1-mae:6755.69141 [77] validation_0-mae:6580.52246 validation_1-mae:6751.26514 [78] validation_0-mae:6571.61914 validation_1-mae:6743.91602 [79] validation_0-mae:6562.51611 validation_1-mae:6739.14111 [80] validation_0-mae:6553.35889 validation_1-mae:6730.51758 [81] validation_0-mae:6540.77051 validation_1-mae:6722.32471 [82] validation_0-mae:6534.70850 validation_1-mae:6717.84668 [83] validation_0-mae:6526.16943 validation_1-mae:6711.22266 [84] validation_0-mae:6519.55664 validation_1-mae:6708.39551 [85] validation_0-mae:6510.32275 validation_1-mae:6701.70361 [86] validation_0-mae:6502.94092 validation_1-mae:6698.78027 [87] validation_0-mae:6490.16992 validation_1-mae:6688.71240 [88] validation_0-mae:6477.60596 validation_1-mae:6682.85596 [89] validation_0-mae:6471.63135 validation_1-mae:6676.91895 [90] validation_0-mae:6465.46338 validation_1-mae:6672.98193 [91] validation_0-mae:6457.59522 validation_1-mae:6666.02344 [92] validation_0-mae:6450.43164 validation_1-mae:6662.33105 [93] validation_0-mae:6442.52686 validation_1-mae:6659.18603 [94] validation_0-mae:6435.18066 validation_1-mae:6653.84228 [95] validation_0-mae:6427.90039 validation_1-mae:6648.28418 [96] validation_0-mae:6421.48535 validation_1-mae:6644.30029 [97] validation_0-mae:6411.04785 validation_1-mae:6637.91211 [98] validation_0-mae:6403.91064 validation_1-mae:6631.58301 [99] validation_0-mae:6396.84228 validation_1-mae:6626.85596 [100] validation_0-mae:6388.18603 validation_1-mae:6619.88770 [101] validation_0-mae:6385.47559 validation_1-mae:6618.30518 [102] validation_0-mae:6377.70654 validation_1-mae:6615.18018 [103] validation_0-mae:6372.88721 validation_1-mae:6610.69531 [104] validation_0-mae:6367.11963 validation_1-mae:6606.71680 [105] validation_0-mae:6361.61133 validation_1-mae:6602.39355 [106] validation_0-mae:6354.73535 validation_1-mae:6599.71924 [107] validation_0-mae:6351.73486 validation_1-mae:6598.27197 [108] validation_0-mae:6347.29199 validation_1-mae:6595.52246 [109] validation_0-mae:6340.40186 validation_1-mae:6590.58350 [110] validation_0-mae:6332.76660 validation_1-mae:6584.93994 [111] validation_0-mae:6328.40234 validation_1-mae:6582.92578 [112] validation_0-mae:6324.09619 validation_1-mae:6578.91797 [113] validation_0-mae:6317.14746 validation_1-mae:6574.40869 [114] validation_0-mae:6312.28076 validation_1-mae:6571.14697 [115] validation_0-mae:6307.44629 validation_1-mae:6569.34522 [116] validation_0-mae:6303.75098 validation_1-mae:6566.33887 [117] validation_0-mae:6300.46240 validation_1-mae:6565.39014 [118] validation_0-mae:6285.49316 validation_1-mae:6553.98779 [119] validation_0-mae:6280.44287 validation_1-mae:6553.00439 [120] validation_0-mae:6275.94531 validation_1-mae:6551.06641 [121] validation_0-mae:6269.61475 validation_1-mae:6547.53662 [122] validation_0-mae:6265.71728 validation_1-mae:6545.91650 [123] validation_0-mae:6260.69434 validation_1-mae:6541.99951 [124] validation_0-mae:6255.40723 validation_1-mae:6537.58740 [125] validation_0-mae:6252.21533 validation_1-mae:6535.10205 [126] validation_0-mae:6248.73242 validation_1-mae:6532.70361 [127] validation_0-mae:6245.21240 validation_1-mae:6531.48486 [128] validation_0-mae:6239.31397 validation_1-mae:6528.14600 [129] validation_0-mae:6230.73389 validation_1-mae:6521.71045 [130] validation_0-mae:6222.81103 validation_1-mae:6517.58203 [131] validation_0-mae:6215.81250 validation_1-mae:6512.33887 [132] validation_0-mae:6208.52686 validation_1-mae:6505.58154 [133] validation_0-mae:6207.25000 validation_1-mae:6505.04688 [134] validation_0-mae:6200.48145 validation_1-mae:6501.40723 [135] validation_0-mae:6196.98242 validation_1-mae:6500.54883 [136] validation_0-mae:6191.95264 validation_1-mae:6496.32812 [137] validation_0-mae:6185.63721 validation_1-mae:6492.11914 [138] validation_0-mae:6179.22070 validation_1-mae:6487.09570 [139] validation_0-mae:6174.90674 validation_1-mae:6485.66748 [140] validation_0-mae:6170.86084 validation_1-mae:6483.35205 [141] validation_0-mae:6167.00098 validation_1-mae:6480.53467 [142] validation_0-mae:6162.78027 validation_1-mae:6479.75244 [143] validation_0-mae:6159.03955 validation_1-mae:6478.30322 [144] validation_0-mae:6156.55127 validation_1-mae:6476.93115 [145] validation_0-mae:6154.79004 validation_1-mae:6475.71875 [146] validation_0-mae:6150.08594 validation_1-mae:6473.26855 [147] validation_0-mae:6145.03369 validation_1-mae:6471.55322 [148] validation_0-mae:6141.25635 validation_1-mae:6470.24219 [149] validation_0-mae:6133.24268 validation_1-mae:6464.17139 [150] validation_0-mae:6129.84326 validation_1-mae:6462.57422 [151] validation_0-mae:6125.86572 validation_1-mae:6460.26367 [152] validation_0-mae:6117.30566 validation_1-mae:6453.29932 [153] validation_0-mae:6111.80615 validation_1-mae:6450.07666 [154] validation_0-mae:6105.25635 validation_1-mae:6448.69629 [155] validation_0-mae:6100.87012 validation_1-mae:6445.43213 [156] validation_0-mae:6095.81055 validation_1-mae:6442.90576 [157] validation_0-mae:6094.80420 validation_1-mae:6441.78272 [158] validation_0-mae:6091.64258 validation_1-mae:6440.90430 [159] validation_0-mae:6086.85352 validation_1-mae:6436.97412 [160] validation_0-mae:6079.98242 validation_1-mae:6431.54688 [161] validation_0-mae:6076.78516 validation_1-mae:6429.98633 [162] validation_0-mae:6073.68603 validation_1-mae:6429.03516 [163] validation_0-mae:6069.70703 validation_1-mae:6426.42773 [164] validation_0-mae:6066.64600 validation_1-mae:6424.82031 [165] validation_0-mae:6063.58154 validation_1-mae:6425.13818 [166] validation_0-mae:6060.31201 validation_1-mae:6423.51270 [167] validation_0-mae:6057.61572 validation_1-mae:6421.85693 [168] validation_0-mae:6052.45312 validation_1-mae:6420.01025 [169] validation_0-mae:6047.73926 validation_1-mae:6418.23486 [170] validation_0-mae:6045.80615 validation_1-mae:6417.56543 [171] validation_0-mae:6041.22510 validation_1-mae:6418.33643 [172] validation_0-mae:6039.63965 validation_1-mae:6418.16309 [173] validation_0-mae:6036.31836 validation_1-mae:6417.37207 [174] validation_0-mae:6032.70410 validation_1-mae:6415.89111 [175] validation_0-mae:6029.19238 validation_1-mae:6414.63232 [176] validation_0-mae:6025.88672 validation_1-mae:6413.50195 [177] validation_0-mae:6023.56934 validation_1-mae:6412.06348 [178] validation_0-mae:6021.21582 validation_1-mae:6410.93750 [179] validation_0-mae:6018.04834 validation_1-mae:6409.24365 [180] validation_0-mae:6015.53857 validation_1-mae:6407.45215 [181] validation_0-mae:6015.06055 validation_1-mae:6407.24268 [182] validation_0-mae:6008.23633 validation_1-mae:6403.89160 [183] validation_0-mae:5999.70898 validation_1-mae:6398.90381 [184] validation_0-mae:5996.48193 validation_1-mae:6397.73779 [185] validation_0-mae:5991.63135 validation_1-mae:6395.78418 [186] validation_0-mae:5989.04346 validation_1-mae:6395.95312 [187] validation_0-mae:5984.61719 validation_1-mae:6393.32520 [188] validation_0-mae:5980.36475 validation_1-mae:6391.49609 [189] validation_0-mae:5975.98926 validation_1-mae:6388.43213 [190] validation_0-mae:5969.76465 validation_1-mae:6385.35596 [191] validation_0-mae:5966.18164 validation_1-mae:6383.75684 [192] validation_0-mae:5963.09082 validation_1-mae:6383.20068 [193] validation_0-mae:5960.63672 validation_1-mae:6382.57031 [194] validation_0-mae:5959.54102 validation_1-mae:6381.85107 [195] validation_0-mae:5956.40967 validation_1-mae:6381.41455 [196] validation_0-mae:5953.78711 validation_1-mae:6379.43359 [197] validation_0-mae:5951.14551 validation_1-mae:6377.85010 [198] validation_0-mae:5948.77393 validation_1-mae:6376.49853 [199] validation_0-mae:5944.65039 validation_1-mae:6375.43311 [200] validation_0-mae:5942.31055 validation_1-mae:6374.42920 [201] validation_0-mae:5939.12744 validation_1-mae:6373.48926 [202] validation_0-mae:5935.48975 validation_1-mae:6372.97656 [203] validation_0-mae:5933.61426 validation_1-mae:6372.28955 [204] validation_0-mae:5927.83594 validation_1-mae:6370.03662 [205] validation_0-mae:5922.65967 validation_1-mae:6368.99463 [206] validation_0-mae:5918.70752 validation_1-mae:6366.41748 [207] validation_0-mae:5912.37598 validation_1-mae:6361.26855 [208] validation_0-mae:5910.04297 validation_1-mae:6360.69678 [209] validation_0-mae:5909.07812 validation_1-mae:6360.46533 [210] validation_0-mae:5906.16113 validation_1-mae:6359.95605 [211] validation_0-mae:5900.21045 validation_1-mae:6357.30127 [212] validation_0-mae:5896.07422 validation_1-mae:6355.68262 [213] validation_0-mae:5894.13623 validation_1-mae:6355.56201 [214] validation_0-mae:5891.35059 validation_1-mae:6354.60645 [215] validation_0-mae:5886.97900 validation_1-mae:6351.69238 [216] validation_0-mae:5883.60596 validation_1-mae:6351.58105 [217] validation_0-mae:5880.00342 validation_1-mae:6349.91504 [218] validation_0-mae:5878.79150 validation_1-mae:6349.20654 [219] validation_0-mae:5876.90820 validation_1-mae:6348.60107 [220] validation_0-mae:5874.62939 validation_1-mae:6346.90723 [221] validation_0-mae:5872.10400 validation_1-mae:6346.11572 [222] validation_0-mae:5867.57275 validation_1-mae:6343.57471 [223] validation_0-mae:5865.78857 validation_1-mae:6342.85938 [224] validation_0-mae:5865.01758 validation_1-mae:6342.86377 [225] validation_0-mae:5863.58057 validation_1-mae:6341.48828 [226] validation_0-mae:5860.97803 validation_1-mae:6342.17236 [227] validation_0-mae:5856.66406 validation_1-mae:6339.77734 [228] validation_0-mae:5852.91943 validation_1-mae:6336.79248 [229] validation_0-mae:5845.58594 validation_1-mae:6331.06641 [230] validation_0-mae:5839.43750 validation_1-mae:6326.77832 [231] validation_0-mae:5836.72705 validation_1-mae:6325.12207 [232] validation_0-mae:5833.36377 validation_1-mae:6323.36914 [233] validation_0-mae:5828.91455 validation_1-mae:6319.54395 [234] validation_0-mae:5825.32080 validation_1-mae:6318.64111 [235] validation_0-mae:5823.41162 validation_1-mae:6317.45117 [236] validation_0-mae:5821.31934 validation_1-mae:6316.38330 [237] validation_0-mae:5816.73242 validation_1-mae:6314.02148 [238] validation_0-mae:5815.86279 validation_1-mae:6313.57959 [239] validation_0-mae:5811.49170 validation_1-mae:6310.90332 [240] validation_0-mae:5808.39404 validation_1-mae:6309.83643 [241] validation_0-mae:5805.13330 validation_1-mae:6308.54004 [242] validation_0-mae:5803.43408 validation_1-mae:6308.24512 [243] validation_0-mae:5800.56494 validation_1-mae:6306.86230 [244] validation_0-mae:5798.26074 validation_1-mae:6305.42627 [245] validation_0-mae:5795.84180 validation_1-mae:6304.82959 [246] validation_0-mae:5794.55420 validation_1-mae:6304.21973 [247] validation_0-mae:5792.75830 validation_1-mae:6303.92627 [248] validation_0-mae:5789.75293 validation_1-mae:6303.01074 [249] validation_0-mae:5789.15283 validation_1-mae:6302.90869 [250] validation_0-mae:5784.59326 validation_1-mae:6301.10693 [251] validation_0-mae:5782.48291 validation_1-mae:6300.11816 [252] validation_0-mae:5780.14062 validation_1-mae:6299.72022 [253] validation_0-mae:5778.29834 validation_1-mae:6299.21045 [254] validation_0-mae:5776.72998 validation_1-mae:6299.24658 [255] validation_0-mae:5775.72607 validation_1-mae:6299.06250 [256] validation_0-mae:5773.73096 validation_1-mae:6298.43018 [257] validation_0-mae:5771.70215 validation_1-mae:6296.94385 [258] validation_0-mae:5770.25732 validation_1-mae:6295.97461 [259] validation_0-mae:5766.94775 validation_1-mae:6293.15625 [260] validation_0-mae:5765.38672 validation_1-mae:6293.10059 [261] validation_0-mae:5762.74414 validation_1-mae:6291.93213 [262] validation_0-mae:5760.84180 validation_1-mae:6292.41309 [263] validation_0-mae:5758.62353 validation_1-mae:6290.72461 [264] validation_0-mae:5755.70459 validation_1-mae:6290.23389 [265] validation_0-mae:5751.83398 validation_1-mae:6290.10547 [266] validation_0-mae:5748.02930 validation_1-mae:6287.24902 [267] validation_0-mae:5745.39941 validation_1-mae:6286.28809 [268] validation_0-mae:5742.47217 validation_1-mae:6284.29980 [269] validation_0-mae:5736.97705 validation_1-mae:6280.05029 [270] validation_0-mae:5733.43408 validation_1-mae:6278.95605 [271] validation_0-mae:5730.54102 validation_1-mae:6277.84082 [272] validation_0-mae:5723.48926 validation_1-mae:6274.71777 [273] validation_0-mae:5721.64062 validation_1-mae:6274.10791 [274] validation_0-mae:5720.67920 validation_1-mae:6274.43994 [275] validation_0-mae:5719.78760 validation_1-mae:6273.71582 [276] validation_0-mae:5715.82324 validation_1-mae:6271.52637 [277] validation_0-mae:5714.99512 validation_1-mae:6271.18945 [278] validation_0-mae:5713.94873 validation_1-mae:6271.04150 [279] validation_0-mae:5711.12988 validation_1-mae:6269.96631 [280] validation_0-mae:5706.86963 validation_1-mae:6267.94336 [281] validation_0-mae:5704.45312 validation_1-mae:6267.46777 [282] validation_0-mae:5702.69482 validation_1-mae:6266.36572 [283] validation_0-mae:5700.79102 validation_1-mae:6265.99170 [284] validation_0-mae:5698.29395 validation_1-mae:6264.53809 [285] validation_0-mae:5696.75537 validation_1-mae:6264.38232 [286] validation_0-mae:5696.09424 validation_1-mae:6264.13965 [287] validation_0-mae:5695.47803 validation_1-mae:6263.90430 [288] validation_0-mae:5690.74951 validation_1-mae:6262.05371 [289] validation_0-mae:5687.50439 validation_1-mae:6261.21533 [290] validation_0-mae:5685.48828 validation_1-mae:6260.26074 [291] validation_0-mae:5681.98779 validation_1-mae:6259.37305 [292] validation_0-mae:5680.81201 validation_1-mae:6258.45557 [293] validation_0-mae:5677.99609 validation_1-mae:6256.89600 [294] validation_0-mae:5675.66748 validation_1-mae:6256.22803 [295] validation_0-mae:5673.59961 validation_1-mae:6255.55713 [296] validation_0-mae:5672.67432 validation_1-mae:6255.17969 [297] validation_0-mae:5672.39355 validation_1-mae:6255.41846 [298] validation_0-mae:5670.76025 validation_1-mae:6254.85693 [299] validation_0-mae:5666.49609 validation_1-mae:6252.13184 [300] validation_0-mae:5663.90088 validation_1-mae:6251.52148 [301] validation_0-mae:5661.73242 validation_1-mae:6251.51855 [302] validation_0-mae:5660.14746 validation_1-mae:6251.27686 [303] validation_0-mae:5658.27002 validation_1-mae:6251.34717 [304] validation_0-mae:5654.53857 validation_1-mae:6251.00293 [305] validation_0-mae:5652.11084 validation_1-mae:6251.08301 [306] validation_0-mae:5650.68018 validation_1-mae:6250.92090 [307] validation_0-mae:5648.82031 validation_1-mae:6251.45850 [308] validation_0-mae:5647.25342 validation_1-mae:6250.54883 [309] validation_0-mae:5644.01904 validation_1-mae:6249.34766 [310] validation_0-mae:5643.12207 validation_1-mae:6248.94434 [311] validation_0-mae:5640.83789 validation_1-mae:6248.00293 [312] validation_0-mae:5637.75000 validation_1-mae:6247.08936 [313] validation_0-mae:5634.77734 validation_1-mae:6244.91699 [314] validation_0-mae:5631.51611 validation_1-mae:6243.53076 [315] validation_0-mae:5630.05762 validation_1-mae:6243.29883 [316] validation_0-mae:5625.92529 validation_1-mae:6242.76416 [317] validation_0-mae:5624.61523 validation_1-mae:6242.21143 [318] validation_0-mae:5622.19727 validation_1-mae:6241.78662 [319] validation_0-mae:5617.01904 validation_1-mae:6238.72266 [320] validation_0-mae:5613.09668 validation_1-mae:6237.00391 [321] validation_0-mae:5612.01709 validation_1-mae:6236.69971 [322] validation_0-mae:5611.85547 validation_1-mae:6236.92969 [323] validation_0-mae:5606.91992 validation_1-mae:6234.27783 [324] validation_0-mae:5605.77588 validation_1-mae:6233.59131 [325] validation_0-mae:5605.03955 validation_1-mae:6233.27783 [326] validation_0-mae:5602.93945 validation_1-mae:6232.84277 [327] validation_0-mae:5601.30371 validation_1-mae:6232.23877 [328] validation_0-mae:5600.76953 validation_1-mae:6232.26221 [329] validation_0-mae:5598.59766 validation_1-mae:6231.06055 [330] validation_0-mae:5594.14551 validation_1-mae:6229.22656 [331] validation_0-mae:5590.88672 validation_1-mae:6229.35645 [332] validation_0-mae:5587.76123 validation_1-mae:6227.95703 [333] validation_0-mae:5585.78174 validation_1-mae:6227.61182 [334] validation_0-mae:5583.84228 validation_1-mae:6227.80273 [335] validation_0-mae:5581.17920 validation_1-mae:6226.18750 [336] validation_0-mae:5579.10254 validation_1-mae:6225.28711 [337] validation_0-mae:5578.60840 validation_1-mae:6224.93457 [338] validation_0-mae:5576.51514 validation_1-mae:6225.10498 [339] validation_0-mae:5573.92676 validation_1-mae:6222.56641 [340] validation_0-mae:5571.31787 validation_1-mae:6222.37988 [341] validation_0-mae:5569.11377 validation_1-mae:6222.69238 [342] validation_0-mae:5567.29736 validation_1-mae:6222.72559 [343] validation_0-mae:5566.16064 validation_1-mae:6221.87353 [344] validation_0-mae:5562.20703 validation_1-mae:6220.60742 [345] validation_0-mae:5560.90381 validation_1-mae:6219.98584 [346] validation_0-mae:5558.05908 validation_1-mae:6219.22900 [347] validation_0-mae:5557.83936 validation_1-mae:6219.26123 [348] validation_0-mae:5555.32031 validation_1-mae:6219.33447 [349] validation_0-mae:5552.53027 validation_1-mae:6218.90283 [350] validation_0-mae:5549.46533 validation_1-mae:6218.67725 [351] validation_0-mae:5547.34814 validation_1-mae:6218.39844 [352] validation_0-mae:5545.00342 validation_1-mae:6217.16943 [353] validation_0-mae:5541.62891 validation_1-mae:6215.77344 [354] validation_0-mae:5539.54492 validation_1-mae:6215.36084 [355] validation_0-mae:5537.62256 validation_1-mae:6215.71973 [356] validation_0-mae:5532.91016 validation_1-mae:6213.35303 [357] validation_0-mae:5529.62793 validation_1-mae:6213.00928 [358] validation_0-mae:5528.72754 validation_1-mae:6212.94971 [359] validation_0-mae:5528.14404 validation_1-mae:6213.01270 [360] validation_0-mae:5527.60254 validation_1-mae:6213.01611 [361] validation_0-mae:5527.25586 validation_1-mae:6212.96240 [362] validation_0-mae:5525.41211 validation_1-mae:6211.85254 [363] validation_0-mae:5522.79053 validation_1-mae:6211.03125 [364] validation_0-mae:5519.10938 validation_1-mae:6209.65478 [365] validation_0-mae:5518.01660 validation_1-mae:6209.47070 [366] validation_0-mae:5514.26855 validation_1-mae:6207.83740 [367] validation_0-mae:5512.47852 validation_1-mae:6206.90967 [368] validation_0-mae:5509.76562 validation_1-mae:6206.19824 [369] validation_0-mae:5507.55713 validation_1-mae:6204.79736 [370] validation_0-mae:5505.96728 validation_1-mae:6204.37647 [371] validation_0-mae:5504.86475 validation_1-mae:6204.02686 [372] validation_0-mae:5501.99219 validation_1-mae:6202.82910 [373] validation_0-mae:5501.02002 validation_1-mae:6202.67139 [374] validation_0-mae:5496.93164 validation_1-mae:6202.06494 [375] validation_0-mae:5495.40674 validation_1-mae:6202.14746 [376] validation_0-mae:5493.02246 validation_1-mae:6201.75000 [377] validation_0-mae:5490.26367 validation_1-mae:6201.64111 [378] validation_0-mae:5487.12061 validation_1-mae:6200.20361 [379] validation_0-mae:5481.70215 validation_1-mae:6198.65820 [380] validation_0-mae:5480.19043 validation_1-mae:6198.47461 [381] validation_0-mae:5478.77588 validation_1-mae:6198.00879 [382] validation_0-mae:5477.40137 validation_1-mae:6197.93799 [383] validation_0-mae:5474.57520 validation_1-mae:6196.98633 [384] validation_0-mae:5472.26221 validation_1-mae:6196.56103 [385] validation_0-mae:5469.59717 validation_1-mae:6194.93701 [386] validation_0-mae:5466.41357 validation_1-mae:6193.93799 [387] validation_0-mae:5464.02100 validation_1-mae:6193.50147 [388] validation_0-mae:5462.90332 validation_1-mae:6192.38379 [389] validation_0-mae:5460.00439 validation_1-mae:6191.08105 [390] validation_0-mae:5458.12598 validation_1-mae:6190.91992 [391] validation_0-mae:5456.04834 validation_1-mae:6191.01807 [392] validation_0-mae:5453.75635 validation_1-mae:6190.54541 [393] validation_0-mae:5452.96533 validation_1-mae:6189.92871 [394] validation_0-mae:5447.91016 validation_1-mae:6188.37012 [395] validation_0-mae:5445.83398 validation_1-mae:6187.33594 [396] validation_0-mae:5444.22900 validation_1-mae:6186.56689 [397] validation_0-mae:5443.80664 validation_1-mae:6186.69775 [398] validation_0-mae:5443.30615 validation_1-mae:6186.29443 [399] validation_0-mae:5441.99414 validation_1-mae:6186.20801 [400] validation_0-mae:5440.99365 validation_1-mae:6185.47949 [401] validation_0-mae:5439.57031 validation_1-mae:6184.43213 [402] validation_0-mae:5436.87793 validation_1-mae:6184.30762 [403] validation_0-mae:5435.43701 validation_1-mae:6183.99219 [404] validation_0-mae:5434.79541 validation_1-mae:6183.97754 [405] validation_0-mae:5430.78272 validation_1-mae:6182.00684 [406] validation_0-mae:5428.43799 validation_1-mae:6180.91504 [407] validation_0-mae:5426.76123 validation_1-mae:6180.70947 [408] validation_0-mae:5425.57080 validation_1-mae:6180.25147 [409] validation_0-mae:5423.78809 validation_1-mae:6179.61572 [410] validation_0-mae:5422.84033 validation_1-mae:6179.54297 [411] validation_0-mae:5419.52295 validation_1-mae:6177.81982 [412] validation_0-mae:5416.65430 validation_1-mae:6176.23291 [413] validation_0-mae:5414.29395 validation_1-mae:6174.93115 [414] validation_0-mae:5412.43115 validation_1-mae:6173.57227 [415] validation_0-mae:5411.61670 validation_1-mae:6173.75342 [416] validation_0-mae:5410.07764 validation_1-mae:6173.53564 [417] validation_0-mae:5405.86572 validation_1-mae:6173.29102 [418] validation_0-mae:5404.34766 validation_1-mae:6173.81494 [419] validation_0-mae:5403.26172 validation_1-mae:6173.25391 [420] validation_0-mae:5402.83936 validation_1-mae:6173.09033 [421] validation_0-mae:5402.08643 validation_1-mae:6172.68945 [422] validation_0-mae:5401.69238 validation_1-mae:6172.77441 [423] validation_0-mae:5399.77393 validation_1-mae:6173.57764 [424] validation_0-mae:5397.61914 validation_1-mae:6172.88477 [425] validation_0-mae:5395.31152 validation_1-mae:6172.20801 [426] validation_0-mae:5393.52100 validation_1-mae:6171.63281 [427] validation_0-mae:5391.30762 validation_1-mae:6171.27197 [428] validation_0-mae:5390.29443 validation_1-mae:6171.46387 [429] validation_0-mae:5388.21533 validation_1-mae:6171.43115 [430] validation_0-mae:5384.34814 validation_1-mae:6172.11475 [431] validation_0-mae:5380.87402 validation_1-mae:6170.31250 [432] validation_0-mae:5379.03857 validation_1-mae:6170.12500 [433] validation_0-mae:5377.52637 validation_1-mae:6169.37109 [434] validation_0-mae:5374.04102 validation_1-mae:6167.39258 [435] validation_0-mae:5373.45020 validation_1-mae:6167.49365 [436] validation_0-mae:5372.02100 validation_1-mae:6167.04443 [437] validation_0-mae:5370.29688 validation_1-mae:6166.26465 [438] validation_0-mae:5368.70850 validation_1-mae:6166.42822 [439] validation_0-mae:5367.35645 validation_1-mae:6165.98486 [440] validation_0-mae:5366.87500 validation_1-mae:6165.92676 [441] validation_0-mae:5365.73340 validation_1-mae:6164.90478 [442] validation_0-mae:5364.90820 validation_1-mae:6164.78516 [443] validation_0-mae:5363.64893 validation_1-mae:6164.63721 [444] validation_0-mae:5362.52588 validation_1-mae:6165.44482 [445] validation_0-mae:5358.47168 validation_1-mae:6164.73096 [446] validation_0-mae:5356.47119 validation_1-mae:6164.14111 [447] validation_0-mae:5355.66162 validation_1-mae:6164.43799 [448] validation_0-mae:5354.14502 validation_1-mae:6163.20801 [449] validation_0-mae:5349.67285 validation_1-mae:6160.97412 [450] validation_0-mae:5347.86035 validation_1-mae:6160.68848 [451] validation_0-mae:5345.18164 validation_1-mae:6160.12305 [452] validation_0-mae:5343.33838 validation_1-mae:6158.98096 [453] validation_0-mae:5339.88428 validation_1-mae:6157.68018 [454] validation_0-mae:5336.81982 validation_1-mae:6156.14307 [455] validation_0-mae:5335.08984 validation_1-mae:6156.23730 [456] validation_0-mae:5333.14111 validation_1-mae:6155.33740 [457] validation_0-mae:5331.52393 validation_1-mae:6155.42773 [458] validation_0-mae:5330.82227 validation_1-mae:6155.39697 [459] validation_0-mae:5330.15967 validation_1-mae:6155.34766 [460] validation_0-mae:5329.99219 validation_1-mae:6155.31445 [461] validation_0-mae:5328.69434 validation_1-mae:6155.68897 [462] validation_0-mae:5325.90039 validation_1-mae:6155.83203 [463] validation_0-mae:5323.53613 validation_1-mae:6155.63086 [464] validation_0-mae:5321.48145 validation_1-mae:6154.63135 [465] validation_0-mae:5319.16602 validation_1-mae:6153.34180 [466] validation_0-mae:5317.98096 validation_1-mae:6152.66016 [467] validation_0-mae:5315.75244 validation_1-mae:6151.77051 [468] validation_0-mae:5313.56689 validation_1-mae:6150.87256 [469] validation_0-mae:5311.17529 validation_1-mae:6148.68848 [470] validation_0-mae:5308.93213 validation_1-mae:6149.36768 [471] validation_0-mae:5307.16016 validation_1-mae:6149.52393 [472] validation_0-mae:5306.90332 validation_1-mae:6149.31494 [473] validation_0-mae:5305.31397 validation_1-mae:6149.19531 [474] validation_0-mae:5303.54883 validation_1-mae:6149.42041 [475] validation_0-mae:5302.33887 validation_1-mae:6149.82373 [476] validation_0-mae:5300.88184 validation_1-mae:6149.15088 [477] validation_0-mae:5299.31982 validation_1-mae:6148.31348 [478] validation_0-mae:5297.54102 validation_1-mae:6148.37939 [479] validation_0-mae:5295.63672 validation_1-mae:6147.93115 [480] validation_0-mae:5293.37061 validation_1-mae:6146.61572 [481] validation_0-mae:5291.25000 validation_1-mae:6145.71826 [482] validation_0-mae:5290.19922 validation_1-mae:6145.42578 [483] validation_0-mae:5288.62842 validation_1-mae:6145.21973 [484] validation_0-mae:5285.72119 validation_1-mae:6143.84522 [485] validation_0-mae:5282.58105 validation_1-mae:6142.91211 [486] validation_0-mae:5279.26660 validation_1-mae:6141.75342 [487] validation_0-mae:5275.81494 validation_1-mae:6140.30518 [488] validation_0-mae:5274.52295 validation_1-mae:6139.95215 [489] validation_0-mae:5272.73438 validation_1-mae:6138.78857 [490] validation_0-mae:5270.19531 validation_1-mae:6138.35156 [491] validation_0-mae:5268.59717 validation_1-mae:6137.62451 [492] validation_0-mae:5267.53711 validation_1-mae:6137.69727 [493] validation_0-mae:5267.48975 validation_1-mae:6137.78320 [494] validation_0-mae:5267.34717 validation_1-mae:6137.72266 [495] validation_0-mae:5265.87158 validation_1-mae:6137.67090 [496] validation_0-mae:5264.79346 validation_1-mae:6137.90430 [497] validation_0-mae:5264.26562 validation_1-mae:6137.67871 [498] validation_0-mae:5263.59326 validation_1-mae:6137.69580 [499] validation_0-mae:5262.86572 validation_1-mae:6137.56445 [500] validation_0-mae:5261.78906 validation_1-mae:6137.11719 [501] validation_0-mae:5260.84082 validation_1-mae:6137.37061 [502] validation_0-mae:5259.63379 validation_1-mae:6136.71240 [503] validation_0-mae:5258.10059 validation_1-mae:6136.99902 [504] validation_0-mae:5256.24072 validation_1-mae:6136.16846 [505] validation_0-mae:5255.27197 validation_1-mae:6135.54443 [506] validation_0-mae:5252.60400 validation_1-mae:6135.24707 [507] validation_0-mae:5250.11279 validation_1-mae:6134.60352 [508] validation_0-mae:5248.75732 validation_1-mae:6134.02344 [509] validation_0-mae:5246.89746 validation_1-mae:6133.06836 [510] validation_0-mae:5246.03272 validation_1-mae:6132.76855 [511] validation_0-mae:5244.42822 validation_1-mae:6132.11572 [512] validation_0-mae:5242.75488 validation_1-mae:6130.74561 [513] validation_0-mae:5241.14551 validation_1-mae:6130.16553 [514] validation_0-mae:5238.84131 validation_1-mae:6129.18164 [515] validation_0-mae:5237.41162 validation_1-mae:6129.16309 [516] validation_0-mae:5237.30078 validation_1-mae:6129.22461 [517] validation_0-mae:5236.16943 validation_1-mae:6129.20703 [518] validation_0-mae:5234.49414 validation_1-mae:6129.26709 [519] validation_0-mae:5233.35889 validation_1-mae:6128.88623 [520] validation_0-mae:5231.87305 validation_1-mae:6128.49463 [521] validation_0-mae:5230.46436 validation_1-mae:6128.11914 [522] validation_0-mae:5228.43359 validation_1-mae:6127.83936 [523] validation_0-mae:5228.07129 validation_1-mae:6127.79395 [524] validation_0-mae:5226.75781 validation_1-mae:6126.98193 [525] validation_0-mae:5225.42529 validation_1-mae:6126.69238 [526] validation_0-mae:5224.77197 validation_1-mae:6126.78662 [527] validation_0-mae:5224.03027 validation_1-mae:6126.79590 [528] validation_0-mae:5222.48291 validation_1-mae:6126.73682 [529] validation_0-mae:5221.24316 validation_1-mae:6127.06103 [530] validation_0-mae:5220.38428 validation_1-mae:6127.04199 [531] validation_0-mae:5220.24072 validation_1-mae:6126.96484 [532] validation_0-mae:5217.66357 validation_1-mae:6126.56494 [533] validation_0-mae:5215.41309 validation_1-mae:6126.58301 [534] validation_0-mae:5213.59375 validation_1-mae:6126.02783 [535] validation_0-mae:5212.56006 validation_1-mae:6126.49072 [536] validation_0-mae:5211.70752 validation_1-mae:6126.29883 [537] validation_0-mae:5211.31592 validation_1-mae:6126.30957 [538] validation_0-mae:5210.81641 validation_1-mae:6126.54639 [539] validation_0-mae:5209.14648 validation_1-mae:6126.61768 [540] validation_0-mae:5207.30615 validation_1-mae:6126.44482 [541] validation_0-mae:5205.20117 validation_1-mae:6125.86523 [542] validation_0-mae:5203.21680 validation_1-mae:6124.54492 [543] validation_0-mae:5201.37744 validation_1-mae:6123.88086 [544] validation_0-mae:5200.08447 validation_1-mae:6123.90137 [545] validation_0-mae:5198.43506 validation_1-mae:6123.84766 [546] validation_0-mae:5196.40869 validation_1-mae:6123.83203 [547] validation_0-mae:5195.25537 validation_1-mae:6123.14502 [548] validation_0-mae:5192.37842 validation_1-mae:6123.14990 [549] validation_0-mae:5191.58936 validation_1-mae:6122.79346 [550] validation_0-mae:5189.79980 validation_1-mae:6121.98828 [551] validation_0-mae:5189.65234 validation_1-mae:6121.88428 [552] validation_0-mae:5187.56006 validation_1-mae:6121.39648 [553] validation_0-mae:5186.45605 validation_1-mae:6121.29932 [554] validation_0-mae:5185.65381 validation_1-mae:6121.29785 [555] validation_0-mae:5185.44775 validation_1-mae:6121.40186 [556] validation_0-mae:5184.18311 validation_1-mae:6121.31738 [557] validation_0-mae:5182.61572 validation_1-mae:6120.65430 [558] validation_0-mae:5180.41064 validation_1-mae:6119.69385 [559] validation_0-mae:5179.83008 validation_1-mae:6119.56445 [560] validation_0-mae:5178.52734 validation_1-mae:6118.81934 [561] validation_0-mae:5176.96045 validation_1-mae:6118.97314 [562] validation_0-mae:5175.53027 validation_1-mae:6118.38477 [563] validation_0-mae:5174.84717 validation_1-mae:6117.94092 [564] validation_0-mae:5174.25342 validation_1-mae:6118.04199 [565] validation_0-mae:5172.79932 validation_1-mae:6117.75000 [566] validation_0-mae:5170.50488 validation_1-mae:6116.63037 [567] validation_0-mae:5169.77637 validation_1-mae:6116.44141 [568] validation_0-mae:5166.61621 validation_1-mae:6114.69775 [569] validation_0-mae:5164.54785 validation_1-mae:6114.28711 [570] validation_0-mae:5161.88770 validation_1-mae:6113.43652 [571] validation_0-mae:5161.12891 validation_1-mae:6113.83252 [572] validation_0-mae:5160.45410 validation_1-mae:6113.44482 [573] validation_0-mae:5159.10303 validation_1-mae:6113.35596 [574] validation_0-mae:5156.63477 validation_1-mae:6114.00879 [575] validation_0-mae:5156.29688 validation_1-mae:6113.79541 [576] validation_0-mae:5152.75537 validation_1-mae:6112.62549 [577] validation_0-mae:5148.20264 validation_1-mae:6112.16309 [578] validation_0-mae:5146.43897 validation_1-mae:6111.74902 [579] validation_0-mae:5146.09131 validation_1-mae:6111.98730 [580] validation_0-mae:5145.80469 validation_1-mae:6111.91602 [581] validation_0-mae:5143.35352 validation_1-mae:6111.67188 [582] validation_0-mae:5142.01367 validation_1-mae:6112.07080 [583] validation_0-mae:5141.78467 validation_1-mae:6111.95166 [584] validation_0-mae:5139.22656 validation_1-mae:6110.82471 [585] validation_0-mae:5136.04053 validation_1-mae:6109.81299 [586] validation_0-mae:5133.33691 validation_1-mae:6109.66455 [587] validation_0-mae:5131.44043 validation_1-mae:6107.89600 [588] validation_0-mae:5129.84326 validation_1-mae:6107.35938 [589] validation_0-mae:5128.31738 validation_1-mae:6106.40772 [590] validation_0-mae:5125.69287 validation_1-mae:6105.93750 [591] validation_0-mae:5123.70166 validation_1-mae:6104.55225 [592] validation_0-mae:5121.72949 validation_1-mae:6103.38525 [593] validation_0-mae:5120.74414 validation_1-mae:6103.56592 [594] validation_0-mae:5119.67383 validation_1-mae:6103.39941 [595] validation_0-mae:5117.51660 validation_1-mae:6102.58643 [596] validation_0-mae:5116.29248 validation_1-mae:6101.85645 [597] validation_0-mae:5114.38379 validation_1-mae:6102.16455 [598] validation_0-mae:5112.93066 validation_1-mae:6102.23779 [599] validation_0-mae:5111.34912 validation_1-mae:6101.68262 [600] validation_0-mae:5110.12256 validation_1-mae:6101.30225 [601] validation_0-mae:5109.31299 validation_1-mae:6101.10693 [602] validation_0-mae:5109.02930 validation_1-mae:6101.17969 [603] validation_0-mae:5107.51514 validation_1-mae:6101.09912 [604] validation_0-mae:5106.45215 validation_1-mae:6101.20312 [605] validation_0-mae:5106.07715 validation_1-mae:6101.72998 [606] validation_0-mae:5105.89258 validation_1-mae:6101.55518 [607] validation_0-mae:5104.55420 validation_1-mae:6101.29150 [608] validation_0-mae:5103.51416 validation_1-mae:6100.58203 [609] validation_0-mae:5100.91211 validation_1-mae:6100.61475 [610] validation_0-mae:5099.73047 validation_1-mae:6099.83398 [611] validation_0-mae:5098.83252 validation_1-mae:6100.18897 [612] validation_0-mae:5095.96533 validation_1-mae:6100.02344 [613] validation_0-mae:5093.94971 validation_1-mae:6099.38965 [614] validation_0-mae:5092.73730 validation_1-mae:6098.59277 [615] validation_0-mae:5092.00049 validation_1-mae:6098.51562 [616] validation_0-mae:5090.28174 validation_1-mae:6097.95312 [617] validation_0-mae:5089.22119 validation_1-mae:6097.87500 [618] validation_0-mae:5087.49512 validation_1-mae:6097.45508 [619] validation_0-mae:5085.62842 validation_1-mae:6097.53369 [620] validation_0-mae:5085.42090 validation_1-mae:6097.67529 [621] validation_0-mae:5083.80127 validation_1-mae:6097.34228 [622] validation_0-mae:5081.26465 validation_1-mae:6097.34668 [623] validation_0-mae:5080.32715 validation_1-mae:6097.32666 [624] validation_0-mae:5079.33789 validation_1-mae:6097.12012 [625] validation_0-mae:5077.21289 validation_1-mae:6097.34473 [626] validation_0-mae:5074.83887 validation_1-mae:6096.91309 [627] validation_0-mae:5072.25391 validation_1-mae:6096.03711 [628] validation_0-mae:5071.31738 validation_1-mae:6096.02832 [629] validation_0-mae:5070.48291 validation_1-mae:6096.79297 [630] validation_0-mae:5069.18945 validation_1-mae:6096.47803 [631] validation_0-mae:5068.48682 validation_1-mae:6096.69922 [632] validation_0-mae:5067.95605 validation_1-mae:6096.53564 [633] validation_0-mae:5067.00928 validation_1-mae:6096.59180 [634] validation_0-mae:5066.07715 validation_1-mae:6096.10400 [635] validation_0-mae:5065.99853 validation_1-mae:6096.09619 [636] validation_0-mae:5064.47559 validation_1-mae:6096.08984 [637] validation_0-mae:5061.30713 validation_1-mae:6095.13379 [638] validation_0-mae:5061.03223 validation_1-mae:6095.32422 [639] validation_0-mae:5060.01074 validation_1-mae:6095.47314 [640] validation_0-mae:5056.20264 validation_1-mae:6095.06787 [641] validation_0-mae:5054.67822 validation_1-mae:6094.95947 [642] validation_0-mae:5053.45361 validation_1-mae:6094.86182 [643] validation_0-mae:5052.21777 validation_1-mae:6094.69629 [644] validation_0-mae:5050.51074 validation_1-mae:6094.00293 [645] validation_0-mae:5048.46973 validation_1-mae:6092.83789 [646] validation_0-mae:5047.57471 validation_1-mae:6093.09619 [647] validation_0-mae:5046.62891 validation_1-mae:6092.51270 [648] validation_0-mae:5046.09619 validation_1-mae:6092.49512 [649] validation_0-mae:5045.71143 validation_1-mae:6092.43555 [650] validation_0-mae:5043.67725 validation_1-mae:6092.73145 [651] validation_0-mae:5042.58887 validation_1-mae:6093.04248 [652] validation_0-mae:5041.87549 validation_1-mae:6092.72461 [653] validation_0-mae:5040.55615 validation_1-mae:6092.25830 [654] validation_0-mae:5038.27783 validation_1-mae:6091.66553 [655] validation_0-mae:5036.62451 validation_1-mae:6091.14160 [656] validation_0-mae:5036.32812 validation_1-mae:6091.06445 [657] validation_0-mae:5035.11963 validation_1-mae:6090.63818 [658] validation_0-mae:5033.29541 validation_1-mae:6089.92627 [659] validation_0-mae:5032.59180 validation_1-mae:6089.43311 [660] validation_0-mae:5032.02734 validation_1-mae:6089.06543 [661] validation_0-mae:5031.97070 validation_1-mae:6089.11475 [662] validation_0-mae:5029.32812 validation_1-mae:6088.10010 [663] validation_0-mae:5028.23438 validation_1-mae:6087.72949 [664] validation_0-mae:5028.13770 validation_1-mae:6087.84326 [665] validation_0-mae:5027.54443 validation_1-mae:6087.79834 [666] validation_0-mae:5025.99268 validation_1-mae:6087.03223 [667] validation_0-mae:5023.95996 validation_1-mae:6087.36182 [668] validation_0-mae:5021.22998 validation_1-mae:6087.35889 [669] validation_0-mae:5019.47314 validation_1-mae:6086.99609 [670] validation_0-mae:5016.56787 validation_1-mae:6086.81348 [671] validation_0-mae:5014.94092 validation_1-mae:6086.88867 [672] validation_0-mae:5013.12891 validation_1-mae:6085.99658 [673] validation_0-mae:5011.63672 validation_1-mae:6085.18164 [674] validation_0-mae:5009.54932 validation_1-mae:6084.76514 [675] validation_0-mae:5006.33496 validation_1-mae:6083.14453 [676] validation_0-mae:5004.67871 validation_1-mae:6083.23486 [677] validation_0-mae:5003.45361 validation_1-mae:6083.28564 [678] validation_0-mae:5001.18115 validation_1-mae:6082.95215 [679] validation_0-mae:4998.99023 validation_1-mae:6082.72022 [680] validation_0-mae:4995.76318 validation_1-mae:6080.54541 [681] validation_0-mae:4994.13916 validation_1-mae:6081.07324 [682] validation_0-mae:4993.06103 validation_1-mae:6080.86084 [683] validation_0-mae:4992.07715 validation_1-mae:6081.06445 [684] validation_0-mae:4990.64453 validation_1-mae:6080.56006 [685] validation_0-mae:4988.99219 validation_1-mae:6080.04834 [686] validation_0-mae:4986.97363 validation_1-mae:6079.69189 [687] validation_0-mae:4985.34863 validation_1-mae:6079.24902 [688] validation_0-mae:4983.71924 validation_1-mae:6079.30420 [689] validation_0-mae:4982.48926 validation_1-mae:6078.79346 [690] validation_0-mae:4981.13965 validation_1-mae:6079.04980 [691] validation_0-mae:4980.39258 validation_1-mae:6079.07227 [692] validation_0-mae:4979.32666 validation_1-mae:6078.60205 [693] validation_0-mae:4978.46631 validation_1-mae:6078.19238 [694] validation_0-mae:4977.27148 validation_1-mae:6077.79590 [695] validation_0-mae:4974.71533 validation_1-mae:6077.76514 [696] validation_0-mae:4974.06934 validation_1-mae:6077.77197 [697] validation_0-mae:4973.87891 validation_1-mae:6077.57129 [698] validation_0-mae:4972.98145 validation_1-mae:6076.92285 [699] validation_0-mae:4972.81641 validation_1-mae:6077.04785 [700] validation_0-mae:4972.57227 validation_1-mae:6076.79834 [701] validation_0-mae:4970.33838 validation_1-mae:6076.06152 [702] validation_0-mae:4969.30518 validation_1-mae:6076.33398 [703] validation_0-mae:4967.37158 validation_1-mae:6075.26465 [704] validation_0-mae:4965.25293 validation_1-mae:6074.94238 [705] validation_0-mae:4963.99658 validation_1-mae:6074.57617 [706] validation_0-mae:4962.85547 validation_1-mae:6074.74170 [707] validation_0-mae:4961.39307 validation_1-mae:6074.70508 [708] validation_0-mae:4960.72998 validation_1-mae:6074.53809 [709] validation_0-mae:4959.67676 validation_1-mae:6074.17627 [710] validation_0-mae:4958.79346 validation_1-mae:6074.20557 [711] validation_0-mae:4957.12598 validation_1-mae:6073.37549 [712] validation_0-mae:4956.63672 validation_1-mae:6072.93603 [713] validation_0-mae:4955.21191 validation_1-mae:6072.78027 [714] validation_0-mae:4955.03809 validation_1-mae:6072.82373 [715] validation_0-mae:4954.88525 validation_1-mae:6072.72656 [716] validation_0-mae:4954.29102 validation_1-mae:6072.49414 [717] validation_0-mae:4953.35400 validation_1-mae:6071.96582 [718] validation_0-mae:4951.13477 validation_1-mae:6070.51855 [719] validation_0-mae:4949.46728 validation_1-mae:6070.15674 [720] validation_0-mae:4949.19189 validation_1-mae:6070.19678 [721] validation_0-mae:4948.95410 validation_1-mae:6070.23145 [722] validation_0-mae:4948.75830 validation_1-mae:6070.35156 [723] validation_0-mae:4946.61572 validation_1-mae:6070.77783 [724] validation_0-mae:4946.04004 validation_1-mae:6070.59570 [725] validation_0-mae:4943.15137 validation_1-mae:6069.57373 [726] validation_0-mae:4940.68750 validation_1-mae:6069.32080 [727] validation_0-mae:4939.12353 validation_1-mae:6068.39062 [728] validation_0-mae:4937.99658 validation_1-mae:6068.43018 [729] validation_0-mae:4935.64893 validation_1-mae:6068.52441 [730] validation_0-mae:4934.35498 validation_1-mae:6068.58740 [731] validation_0-mae:4931.37305 validation_1-mae:6067.93848 [732] validation_0-mae:4929.18359 validation_1-mae:6068.04199 [733] validation_0-mae:4926.19531 validation_1-mae:6066.93018 [734] validation_0-mae:4924.38232 validation_1-mae:6066.63525 [735] validation_0-mae:4922.77295 validation_1-mae:6066.74658 [736] validation_0-mae:4920.94238 validation_1-mae:6067.18311 [737] validation_0-mae:4919.02832 validation_1-mae:6067.19043 [738] validation_0-mae:4916.99121 validation_1-mae:6067.05176 [739] validation_0-mae:4913.40430 validation_1-mae:6065.35938 [740] validation_0-mae:4911.91992 validation_1-mae:6065.76855 [741] validation_0-mae:4910.34717 validation_1-mae:6065.73730 [742] validation_0-mae:4909.08838 validation_1-mae:6066.14941 [743] validation_0-mae:4908.01562 validation_1-mae:6066.13867 [744] validation_0-mae:4905.33350 validation_1-mae:6066.59668 [745] validation_0-mae:4903.05029 validation_1-mae:6066.27393 [746] validation_0-mae:4901.54297 validation_1-mae:6066.27100 [747] validation_0-mae:4898.91992 validation_1-mae:6065.50879 [748] validation_0-mae:4897.21289 validation_1-mae:6064.97314 [749] validation_0-mae:4896.55811 validation_1-mae:6065.01514 [750] validation_0-mae:4894.17285 validation_1-mae:6064.81543 [751] validation_0-mae:4892.75391 validation_1-mae:6064.53027 [752] validation_0-mae:4892.13965 validation_1-mae:6064.36963 [753] validation_0-mae:4890.34668 validation_1-mae:6063.49756 [754] validation_0-mae:4888.93848 validation_1-mae:6063.17383 [755] validation_0-mae:4887.38477 validation_1-mae:6062.86475 [756] validation_0-mae:4886.31592 validation_1-mae:6062.76123 [757] validation_0-mae:4885.12500 validation_1-mae:6063.15723 [758] validation_0-mae:4884.75342 validation_1-mae:6063.07861 [759] validation_0-mae:4884.44141 validation_1-mae:6063.05225 [760] validation_0-mae:4882.55664 validation_1-mae:6062.45361 [761] validation_0-mae:4881.92236 validation_1-mae:6062.00879 [762] validation_0-mae:4880.82764 validation_1-mae:6062.05371 [763] validation_0-mae:4879.83447 validation_1-mae:6061.88818 [764] validation_0-mae:4878.53369 validation_1-mae:6062.05225 [765] validation_0-mae:4878.14600 validation_1-mae:6062.05859 [766] validation_0-mae:4876.40527 validation_1-mae:6060.81445 [767] validation_0-mae:4875.35889 validation_1-mae:6060.34033 [768] validation_0-mae:4874.08936 validation_1-mae:6060.45850 [769] validation_0-mae:4873.58594 validation_1-mae:6060.42822 [770] validation_0-mae:4873.49756 validation_1-mae:6060.42578 [771] validation_0-mae:4873.34619 validation_1-mae:6060.39404 [772] validation_0-mae:4872.72852 validation_1-mae:6060.47852 [773] validation_0-mae:4872.43018 validation_1-mae:6060.37842 [774] validation_0-mae:4872.32275 validation_1-mae:6060.48096 [775] validation_0-mae:4870.61816 validation_1-mae:6059.80566 [776] validation_0-mae:4870.02930 validation_1-mae:6059.44434 [777] validation_0-mae:4868.57129 validation_1-mae:6059.29004 [778] validation_0-mae:4867.59033 validation_1-mae:6059.07227 [779] validation_0-mae:4866.11328 validation_1-mae:6058.61768 [780] validation_0-mae:4864.62207 validation_1-mae:6058.17041 [781] validation_0-mae:4863.81934 validation_1-mae:6058.19043 [782] validation_0-mae:4862.32959 validation_1-mae:6058.73877 [783] validation_0-mae:4861.90918 validation_1-mae:6058.41943 [784] validation_0-mae:4860.67529 validation_1-mae:6058.10693 [785] validation_0-mae:4860.01953 validation_1-mae:6057.60010 [786] validation_0-mae:4859.05273 validation_1-mae:6057.61182 [787] validation_0-mae:4859.00488 validation_1-mae:6057.58154 [788] validation_0-mae:4858.91943 validation_1-mae:6057.59033 [789] validation_0-mae:4858.11963 validation_1-mae:6057.13623 [790] validation_0-mae:4858.04150 validation_1-mae:6057.16406 [791] validation_0-mae:4856.98682 validation_1-mae:6057.33691 [792] validation_0-mae:4856.52881 validation_1-mae:6057.33984 [793] validation_0-mae:4856.20850 validation_1-mae:6057.54150 [794] validation_0-mae:4855.56787 validation_1-mae:6057.29736 [795] validation_0-mae:4854.37793 validation_1-mae:6056.99902 [796] validation_0-mae:4852.23145 validation_1-mae:6057.70410 [797] validation_0-mae:4851.59717 validation_1-mae:6057.56494 [798] validation_0-mae:4850.22461 validation_1-mae:6057.02490 [799] validation_0-mae:4848.52197 validation_1-mae:6056.95166 [800] validation_0-mae:4848.19043 validation_1-mae:6056.87500 [801] validation_0-mae:4847.22949 validation_1-mae:6056.85596 [802] validation_0-mae:4846.12842 validation_1-mae:6056.45996 [803] validation_0-mae:4844.72852 validation_1-mae:6056.81299 [804] validation_0-mae:4843.85156 validation_1-mae:6056.95215 [805] validation_0-mae:4843.37842 validation_1-mae:6057.14502 [806] validation_0-mae:4841.63525 validation_1-mae:6057.92139 [807] validation_0-mae:4840.08301 validation_1-mae:6057.15478 [808] validation_0-mae:4839.31103 validation_1-mae:6056.83545 [809] validation_0-mae:4839.23682 validation_1-mae:6056.91895 [810] validation_0-mae:4838.80371 validation_1-mae:6056.80615 [811] validation_0-mae:4835.63818 validation_1-mae:6055.93701 [812] validation_0-mae:4834.34228 validation_1-mae:6055.69580 [813] validation_0-mae:4833.33740 validation_1-mae:6055.85254 [814] validation_0-mae:4830.85840 validation_1-mae:6054.97559 [815] validation_0-mae:4830.52832 validation_1-mae:6054.79932 [816] validation_0-mae:4829.40820 validation_1-mae:6054.64648 [817] validation_0-mae:4827.79688 validation_1-mae:6053.83252 [818] validation_0-mae:4824.84766 validation_1-mae:6052.83594 [819] validation_0-mae:4823.57520 validation_1-mae:6052.48242 [820] validation_0-mae:4822.19971 validation_1-mae:6051.99219 [821] validation_0-mae:4820.36279 validation_1-mae:6051.92090 [822] validation_0-mae:4819.02344 validation_1-mae:6051.58789 [823] validation_0-mae:4818.20215 validation_1-mae:6051.58398 [824] validation_0-mae:4817.08057 validation_1-mae:6052.09570 [825] validation_0-mae:4816.30762 validation_1-mae:6052.33887 [826] validation_0-mae:4814.28320 validation_1-mae:6051.21143 [827] validation_0-mae:4813.37500 validation_1-mae:6050.92480 [828] validation_0-mae:4811.49756 validation_1-mae:6050.68994 [829] validation_0-mae:4810.37353 validation_1-mae:6050.38184 [830] validation_0-mae:4809.27978 validation_1-mae:6050.44922 [831] validation_0-mae:4808.27637 validation_1-mae:6050.87500 [832] validation_0-mae:4807.43506 validation_1-mae:6050.83447 [833] validation_0-mae:4805.52930 validation_1-mae:6050.10107 [834] validation_0-mae:4804.13428 validation_1-mae:6049.85889 [835] validation_0-mae:4802.87012 validation_1-mae:6049.69092 [836] validation_0-mae:4802.03174 validation_1-mae:6050.37549 [837] validation_0-mae:4801.48145 validation_1-mae:6050.11426 [838] validation_0-mae:4801.00684 validation_1-mae:6050.09326 [839] validation_0-mae:4800.61670 validation_1-mae:6050.29639 [840] validation_0-mae:4800.03174 validation_1-mae:6050.44873 [841] validation_0-mae:4799.87988 validation_1-mae:6050.49707 [842] validation_0-mae:4797.30908 validation_1-mae:6049.50098 [843] validation_0-mae:4794.35938 validation_1-mae:6048.74316 [844] validation_0-mae:4793.47998 validation_1-mae:6048.43213 [845] validation_0-mae:4792.42480 validation_1-mae:6048.67969 [846] validation_0-mae:4791.12061 validation_1-mae:6048.31738 [847] validation_0-mae:4790.16797 validation_1-mae:6049.12744 [848] validation_0-mae:4788.31934 validation_1-mae:6049.15478 [849] validation_0-mae:4788.21484 validation_1-mae:6049.17139 [850] validation_0-mae:4787.85010 validation_1-mae:6049.11377 [851] validation_0-mae:4787.74609 validation_1-mae:6049.07568 [852] validation_0-mae:4786.87012 validation_1-mae:6048.49023 [853] validation_0-mae:4785.89893 validation_1-mae:6048.38623 [854] validation_0-mae:4785.42725 validation_1-mae:6048.43115 [855] validation_0-mae:4784.87012 validation_1-mae:6048.47412 [856] validation_0-mae:4783.78564 validation_1-mae:6048.53369 [857] validation_0-mae:4781.62891 validation_1-mae:6048.31738 [858] validation_0-mae:4779.79004 validation_1-mae:6047.60400 [859] validation_0-mae:4779.02197 validation_1-mae:6047.74316 [860] validation_0-mae:4778.39502 validation_1-mae:6047.81445 [861] validation_0-mae:4778.35156 validation_1-mae:6047.87256 [862] validation_0-mae:4777.49658 validation_1-mae:6047.51855 [863] validation_0-mae:4776.77197 validation_1-mae:6047.42920 [864] validation_0-mae:4774.90332 validation_1-mae:6046.07275 [865] validation_0-mae:4773.36084 validation_1-mae:6045.50000 [866] validation_0-mae:4770.64209 validation_1-mae:6044.83545 [867] validation_0-mae:4769.77588 validation_1-mae:6045.06641 [868] validation_0-mae:4768.58643 validation_1-mae:6045.75732 [869] validation_0-mae:4767.60352 validation_1-mae:6046.25195 [870] validation_0-mae:4766.07324 validation_1-mae:6046.83350 [871] validation_0-mae:4765.42139 validation_1-mae:6046.61182 [872] validation_0-mae:4763.00195 validation_1-mae:6046.89014 [873] validation_0-mae:4760.47510 validation_1-mae:6046.29395 [874] validation_0-mae:4759.41602 validation_1-mae:6046.25293 [875] validation_0-mae:4757.78223 validation_1-mae:6045.20068 [876] validation_0-mae:4757.15137 validation_1-mae:6045.61426 [877] validation_0-mae:4755.55957 validation_1-mae:6045.66797 [878] validation_0-mae:4753.84375 validation_1-mae:6045.78906 [879] validation_0-mae:4750.84326 validation_1-mae:6045.48047 [880] validation_0-mae:4748.69531 validation_1-mae:6045.13965 [881] validation_0-mae:4747.08936 validation_1-mae:6044.52441 [882] validation_0-mae:4744.63672 validation_1-mae:6044.32422 [883] validation_0-mae:4742.06934 validation_1-mae:6043.35645 [884] validation_0-mae:4741.43506 validation_1-mae:6043.24658 [885] validation_0-mae:4738.91455 validation_1-mae:6042.36963 [886] validation_0-mae:4736.35889 validation_1-mae:6040.61768 [887] validation_0-mae:4734.05615 validation_1-mae:6039.95459 [888] validation_0-mae:4733.07910 validation_1-mae:6040.05811 [889] validation_0-mae:4731.72119 validation_1-mae:6039.89648 [890] validation_0-mae:4730.76953 validation_1-mae:6040.58447 [891] validation_0-mae:4729.77686 validation_1-mae:6040.51514 [892] validation_0-mae:4728.77051 validation_1-mae:6040.33594 [893] validation_0-mae:4727.67139 validation_1-mae:6039.87402 [894] validation_0-mae:4726.69434 validation_1-mae:6039.12109 [895] validation_0-mae:4724.94092 validation_1-mae:6038.13867 [896] validation_0-mae:4723.76270 validation_1-mae:6038.19531 [897] validation_0-mae:4720.93701 validation_1-mae:6037.18603 [898] validation_0-mae:4719.52734 validation_1-mae:6037.16357 [899] validation_0-mae:4718.57324 validation_1-mae:6036.94678 [900] validation_0-mae:4716.61426 validation_1-mae:6036.53076 [901] validation_0-mae:4715.63037 validation_1-mae:6035.74902 [902] validation_0-mae:4714.32129 validation_1-mae:6035.45264 [903] validation_0-mae:4712.59082 validation_1-mae:6034.95312 [904] validation_0-mae:4710.92920 validation_1-mae:6034.61035 [905] validation_0-mae:4710.01660 validation_1-mae:6034.38037 [906] validation_0-mae:4708.79492 validation_1-mae:6034.54443 [907] validation_0-mae:4707.50977 validation_1-mae:6034.76611 [908] validation_0-mae:4707.19678 validation_1-mae:6035.11279 [909] validation_0-mae:4706.91895 validation_1-mae:6035.35059 [910] validation_0-mae:4706.38184 validation_1-mae:6035.27051 [911] validation_0-mae:4705.65283 validation_1-mae:6034.56836 [912] validation_0-mae:4703.51416 validation_1-mae:6033.89697 [913] validation_0-mae:4702.19727 validation_1-mae:6033.76074 [914] validation_0-mae:4700.69873 validation_1-mae:6033.82666 [915] validation_0-mae:4700.60547 validation_1-mae:6033.86914 [916] validation_0-mae:4700.40674 validation_1-mae:6033.99268 [917] validation_0-mae:4698.60352 validation_1-mae:6033.51270 [918] validation_0-mae:4696.22656 validation_1-mae:6032.46777 [919] validation_0-mae:4693.19141 validation_1-mae:6032.37207 [920] validation_0-mae:4692.09424 validation_1-mae:6032.38916 [921] validation_0-mae:4691.39014 validation_1-mae:6032.30762 [922] validation_0-mae:4689.42041 validation_1-mae:6031.86084 [923] validation_0-mae:4687.47559 validation_1-mae:6032.09131 [924] validation_0-mae:4685.62012 validation_1-mae:6031.72070 [925] validation_0-mae:4684.73584 validation_1-mae:6031.38281 [926] validation_0-mae:4682.43311 validation_1-mae:6030.58838 [927] validation_0-mae:4681.32373 validation_1-mae:6030.33838 [928] validation_0-mae:4680.56787 validation_1-mae:6030.57422 [929] validation_0-mae:4679.32910 validation_1-mae:6030.78760 [930] validation_0-mae:4677.58301 validation_1-mae:6030.98389 [931] validation_0-mae:4676.71777 validation_1-mae:6031.10986 [932] validation_0-mae:4676.00293 validation_1-mae:6030.89111 [933] validation_0-mae:4675.45312 validation_1-mae:6030.99707 [934] validation_0-mae:4674.68750 validation_1-mae:6030.16211 [935] validation_0-mae:4674.07373 validation_1-mae:6030.30225 [936] validation_0-mae:4673.70654 validation_1-mae:6030.11182 [937] validation_0-mae:4672.37207 validation_1-mae:6029.66797 [938] validation_0-mae:4671.31738 validation_1-mae:6030.00244 [939] validation_0-mae:4670.38477 validation_1-mae:6029.76562 [940] validation_0-mae:4669.46875 validation_1-mae:6029.32617 [941] validation_0-mae:4668.91797 validation_1-mae:6029.36426 [942] validation_0-mae:4668.76465 validation_1-mae:6029.45166 [943] validation_0-mae:4667.43848 validation_1-mae:6029.72119 [944] validation_0-mae:4665.55957 validation_1-mae:6029.26514 [945] validation_0-mae:4664.79785 validation_1-mae:6029.33447 [946] validation_0-mae:4663.83398 validation_1-mae:6028.93750 [947] validation_0-mae:4661.67725 validation_1-mae:6028.44189 [948] validation_0-mae:4660.16650 validation_1-mae:6028.05615 [949] validation_0-mae:4659.23730 validation_1-mae:6027.71289 [950] validation_0-mae:4658.35352 validation_1-mae:6027.77930 [951] validation_0-mae:4657.45068 validation_1-mae:6027.86084 [952] validation_0-mae:4656.64111 validation_1-mae:6027.42041 [953] validation_0-mae:4655.47119 validation_1-mae:6027.32275 [954] validation_0-mae:4654.15576 validation_1-mae:6027.45605 [955] validation_0-mae:4654.09131 validation_1-mae:6027.43750 [956] validation_0-mae:4652.07520 validation_1-mae:6026.98291 [957] validation_0-mae:4651.64258 validation_1-mae:6027.05273 [958] validation_0-mae:4651.36084 validation_1-mae:6026.87207 [959] validation_0-mae:4651.08057 validation_1-mae:6027.10889 [960] validation_0-mae:4650.93115 validation_1-mae:6027.16113 [961] validation_0-mae:4650.72217 validation_1-mae:6027.15039 [962] validation_0-mae:4649.66162 validation_1-mae:6027.22412 [963] validation_0-mae:4648.65186 validation_1-mae:6027.16064 [964] validation_0-mae:4647.74658 validation_1-mae:6026.89746 [965] validation_0-mae:4647.04736 validation_1-mae:6026.88428 [966] validation_0-mae:4646.62988 validation_1-mae:6026.84277 [967] validation_0-mae:4646.29150 validation_1-mae:6026.86670 [968] validation_0-mae:4645.46484 validation_1-mae:6026.77539 [969] validation_0-mae:4643.99609 validation_1-mae:6026.39062 [970] validation_0-mae:4642.67139 validation_1-mae:6025.36719 [971] validation_0-mae:4642.58447 validation_1-mae:6025.45166 [972] validation_0-mae:4642.24805 validation_1-mae:6025.41699 [973] validation_0-mae:4641.81885 validation_1-mae:6025.61816 [974] validation_0-mae:4641.78662 validation_1-mae:6025.64746 [975] validation_0-mae:4640.97656 validation_1-mae:6025.62744 [976] validation_0-mae:4639.97022 validation_1-mae:6025.67236 [977] validation_0-mae:4639.32324 validation_1-mae:6025.73975 [978] validation_0-mae:4638.67188 validation_1-mae:6025.89258 [979] validation_0-mae:4637.25244 validation_1-mae:6026.24121 [980] validation_0-mae:4636.18603 validation_1-mae:6025.91064 [981] validation_0-mae:4634.17432 validation_1-mae:6024.55566 [982] validation_0-mae:4633.50635 validation_1-mae:6024.48340 [983] validation_0-mae:4631.98047 validation_1-mae:6025.89355 [984] validation_0-mae:4630.68164 validation_1-mae:6025.80322 [985] validation_0-mae:4629.17871 validation_1-mae:6025.28809 [986] validation_0-mae:4628.05664 validation_1-mae:6024.76904 [987] validation_0-mae:4626.96728 validation_1-mae:6024.58252 [988] validation_0-mae:4625.35986 validation_1-mae:6023.86670 [989] validation_0-mae:4624.33887 validation_1-mae:6023.95557 [990] validation_0-mae:4623.51318 validation_1-mae:6023.99414 [991] validation_0-mae:4622.01416 validation_1-mae:6023.68750 [992] validation_0-mae:4621.44580 validation_1-mae:6023.59424 [993] validation_0-mae:4620.37891 validation_1-mae:6023.67627 [994] validation_0-mae:4619.58203 validation_1-mae:6023.58252 [995] validation_0-mae:4617.42334 validation_1-mae:6022.58252 [996] validation_0-mae:4616.39062 validation_1-mae:6022.65039 [997] validation_0-mae:4615.35693 validation_1-mae:6022.15772 [998] validation_0-mae:4613.57227 validation_1-mae:6021.44434 [999] validation_0-mae:4612.48584 validation_1-mae:6021.46826 [1000] validation_0-mae:4610.08643 validation_1-mae:6020.61816 [1001] validation_0-mae:4608.87061 validation_1-mae:6020.22949 [1002] validation_0-mae:4606.98828 validation_1-mae:6021.11523 [1003] validation_0-mae:4605.64355 validation_1-mae:6020.90918 [1004] validation_0-mae:4604.33398 validation_1-mae:6020.85596 [1005] validation_0-mae:4603.09424 validation_1-mae:6020.87256 [1006] validation_0-mae:4602.34180 validation_1-mae:6020.69434 [1007] validation_0-mae:4600.82275 validation_1-mae:6019.56689 [1008] validation_0-mae:4599.31152 validation_1-mae:6019.40918 [1009] validation_0-mae:4597.69727 validation_1-mae:6019.60791 [1010] validation_0-mae:4594.88916 validation_1-mae:6018.17334 [1011] validation_0-mae:4593.14551 validation_1-mae:6017.75732 [1012] validation_0-mae:4590.72852 validation_1-mae:6017.62695 [1013] validation_0-mae:4588.63867 validation_1-mae:6017.15234 [1014] validation_0-mae:4587.49853 validation_1-mae:6017.00000 [1015] validation_0-mae:4586.16797 validation_1-mae:6017.64746 [1016] validation_0-mae:4585.05859 validation_1-mae:6017.52978 [1017] validation_0-mae:4583.69678 validation_1-mae:6017.78418 [1018] validation_0-mae:4582.24951 validation_1-mae:6017.59863 [1019] validation_0-mae:4581.54785 validation_1-mae:6017.58789 [1020] validation_0-mae:4580.07373 validation_1-mae:6017.97754 [1021] validation_0-mae:4579.67920 validation_1-mae:6017.74023 [1022] validation_0-mae:4578.59619 validation_1-mae:6017.58740 [1023] validation_0-mae:4577.25781 validation_1-mae:6017.99170 [1024] validation_0-mae:4576.45654 validation_1-mae:6017.55908 [1025] validation_0-mae:4575.59668 validation_1-mae:6017.31787 [1026] validation_0-mae:4574.02588 validation_1-mae:6016.61670 [1027] validation_0-mae:4572.82227 validation_1-mae:6016.33057 [1028] validation_0-mae:4572.39990 validation_1-mae:6016.29102 [1029] validation_0-mae:4572.34570 validation_1-mae:6016.37451 [1030] validation_0-mae:4571.09180 validation_1-mae:6016.14209 [1031] validation_0-mae:4569.71924 validation_1-mae:6015.87744 [1032] validation_0-mae:4568.94922 validation_1-mae:6015.72949 [1033] validation_0-mae:4567.17725 validation_1-mae:6015.13232 [1034] validation_0-mae:4566.36719 validation_1-mae:6015.43945 [1035] validation_0-mae:4563.89502 validation_1-mae:6015.19971 [1036] validation_0-mae:4562.07812 validation_1-mae:6014.66357 [1037] validation_0-mae:4560.47852 validation_1-mae:6014.38330 [1038] validation_0-mae:4558.74561 validation_1-mae:6013.78711 [1039] validation_0-mae:4557.53272 validation_1-mae:6014.59814 [1040] validation_0-mae:4556.98096 validation_1-mae:6014.40332 [1041] validation_0-mae:4555.81836 validation_1-mae:6014.30420 [1042] validation_0-mae:4554.70410 validation_1-mae:6014.22705 [1043] validation_0-mae:4553.62207 validation_1-mae:6013.91309 [1044] validation_0-mae:4553.14111 validation_1-mae:6014.32666 [1045] validation_0-mae:4552.05029 validation_1-mae:6015.14795 [1046] validation_0-mae:4551.53320 validation_1-mae:6015.04346 [1047] validation_0-mae:4550.62598 validation_1-mae:6014.93262 [1048] validation_0-mae:4549.89941 validation_1-mae:6014.58252 [1049] validation_0-mae:4548.80615 validation_1-mae:6014.48242 [1050] validation_0-mae:4547.36963 validation_1-mae:6014.58057 [1051] validation_0-mae:4545.45654 validation_1-mae:6014.21875 [1052] validation_0-mae:4544.54736 validation_1-mae:6013.89209 [1053] validation_0-mae:4544.06885 validation_1-mae:6013.44971 [1054] validation_0-mae:4544.01953 validation_1-mae:6013.43115 [1055] validation_0-mae:4542.76318 validation_1-mae:6013.01025 [1056] validation_0-mae:4542.45508 validation_1-mae:6013.08789 [1057] validation_0-mae:4542.37305 validation_1-mae:6013.15283 [1058] validation_0-mae:4541.50244 validation_1-mae:6012.55762 [1059] validation_0-mae:4540.34131 validation_1-mae:6012.62353 [1060] validation_0-mae:4539.10547 validation_1-mae:6012.06885 [1061] validation_0-mae:4537.47998 validation_1-mae:6012.00879 [1062] validation_0-mae:4536.03320 validation_1-mae:6012.44580 [1063] validation_0-mae:4534.80566 validation_1-mae:6011.93750 [1064] validation_0-mae:4532.61963 validation_1-mae:6010.96973 [1065] validation_0-mae:4531.74023 validation_1-mae:6011.07471 [1066] validation_0-mae:4530.90967 validation_1-mae:6010.99853 [1067] validation_0-mae:4530.14893 validation_1-mae:6011.03174 [1068] validation_0-mae:4529.38672 validation_1-mae:6010.86182 [1069] validation_0-mae:4528.97314 validation_1-mae:6011.02734 [1070] validation_0-mae:4528.59717 validation_1-mae:6011.04980 [1071] validation_0-mae:4526.92334 validation_1-mae:6010.88086 [1072] validation_0-mae:4524.85645 validation_1-mae:6010.51514 [1073] validation_0-mae:4523.92383 validation_1-mae:6010.64258 [1074] validation_0-mae:4522.61475 validation_1-mae:6010.63428 [1075] validation_0-mae:4521.67334 validation_1-mae:6010.23584 [1076] validation_0-mae:4520.84424 validation_1-mae:6010.02930 [1077] validation_0-mae:4518.61963 validation_1-mae:6009.92529 [1078] validation_0-mae:4517.22803 validation_1-mae:6009.19971 [1079] validation_0-mae:4515.71728 validation_1-mae:6009.63135 [1080] validation_0-mae:4514.63965 validation_1-mae:6009.72022 [1081] validation_0-mae:4513.42090 validation_1-mae:6010.10840 [1082] validation_0-mae:4512.69629 validation_1-mae:6009.95947 [1083] validation_0-mae:4511.66846 validation_1-mae:6009.85205 [1084] validation_0-mae:4510.38867 validation_1-mae:6009.17188 [1085] validation_0-mae:4509.24902 validation_1-mae:6009.07959 [1086] validation_0-mae:4507.80371 validation_1-mae:6009.54785 [1087] validation_0-mae:4507.03369 validation_1-mae:6009.80713 [1088] validation_0-mae:4506.13281 validation_1-mae:6009.51123 [1089] validation_0-mae:4505.15820 validation_1-mae:6009.87500 [1090] validation_0-mae:4503.76025 validation_1-mae:6009.12988 [1091] validation_0-mae:4502.90088 validation_1-mae:6008.60986 [1092] validation_0-mae:4501.53711 validation_1-mae:6008.70020 [1093] validation_0-mae:4500.78760 validation_1-mae:6008.52686 [1094] validation_0-mae:4499.67334 validation_1-mae:6008.20654 [1095] validation_0-mae:4497.78076 validation_1-mae:6008.48193 [1096] validation_0-mae:4496.57812 validation_1-mae:6008.53369 [1097] validation_0-mae:4495.03662 validation_1-mae:6008.31397 [1098] validation_0-mae:4494.64795 validation_1-mae:6008.46045 [1099] validation_0-mae:4493.59863 validation_1-mae:6007.73096 [1100] validation_0-mae:4491.85889 validation_1-mae:6007.24268 [1101] validation_0-mae:4490.73047 validation_1-mae:6007.58936 [1102] validation_0-mae:4490.33984 validation_1-mae:6007.81641 [1103] validation_0-mae:4489.76953 validation_1-mae:6007.91309 [1104] validation_0-mae:4489.11719 validation_1-mae:6007.80127 [1105] validation_0-mae:4488.23438 validation_1-mae:6008.21240 [1106] validation_0-mae:4488.07080 validation_1-mae:6008.36084 [1107] validation_0-mae:4487.48047 validation_1-mae:6008.43164 [1108] validation_0-mae:4486.88232 validation_1-mae:6008.52930 [1109] validation_0-mae:4485.47949 validation_1-mae:6008.60498 [1110] validation_0-mae:4485.36426 validation_1-mae:6008.81787 [1111] validation_0-mae:4484.50391 validation_1-mae:6008.53516 [1112] validation_0-mae:4483.02344 validation_1-mae:6007.76904 [1113] validation_0-mae:4481.95605 validation_1-mae:6007.64746 [1114] validation_0-mae:4480.68701 validation_1-mae:6007.69824 [1115] validation_0-mae:4478.87647 validation_1-mae:6006.94531 [1116] validation_0-mae:4477.83398 validation_1-mae:6007.00488 [1117] validation_0-mae:4477.71045 validation_1-mae:6007.10156 [1118] validation_0-mae:4476.17432 validation_1-mae:6006.54736 [1119] validation_0-mae:4475.30127 validation_1-mae:6006.23779 [1120] validation_0-mae:4474.61865 validation_1-mae:6006.12158 [1121] validation_0-mae:4474.03906 validation_1-mae:6006.04980 [1122] validation_0-mae:4472.71826 validation_1-mae:6007.16309 [1123] validation_0-mae:4471.62158 validation_1-mae:6007.42871 [1124] validation_0-mae:4470.71973 validation_1-mae:6007.77588 [1125] validation_0-mae:4468.45068 validation_1-mae:6007.72070 [1126] validation_0-mae:4467.13574 validation_1-mae:6007.03809 [1127] validation_0-mae:4465.92725 validation_1-mae:6007.02295 [1128] validation_0-mae:4464.31397 validation_1-mae:6007.05469 [1129] validation_0-mae:4462.94043 validation_1-mae:6007.09131 [1130] validation_0-mae:4461.40918 validation_1-mae:6007.23389 [1131] validation_0-mae:4460.41357 validation_1-mae:6007.49072 [1132] validation_0-mae:4459.83740 validation_1-mae:6007.37793 [1133] validation_0-mae:4458.87500 validation_1-mae:6007.18750 [1134] validation_0-mae:4457.17920 validation_1-mae:6007.09863 [1135] validation_0-mae:4455.27246 validation_1-mae:6005.98828 [1136] validation_0-mae:4453.59814 validation_1-mae:6005.59717 [1137] validation_0-mae:4451.62939 validation_1-mae:6005.53027 [1138] validation_0-mae:4450.75098 validation_1-mae:6005.83398 [1139] validation_0-mae:4449.89990 validation_1-mae:6005.85156 [1140] validation_0-mae:4448.54883 validation_1-mae:6005.22998 [1141] validation_0-mae:4447.86279 validation_1-mae:6005.42871 [1142] validation_0-mae:4446.87402 validation_1-mae:6005.24951 [1143] validation_0-mae:4446.18701 validation_1-mae:6005.47754 [1144] validation_0-mae:4445.33838 validation_1-mae:6005.38574 [1145] validation_0-mae:4444.16260 validation_1-mae:6004.81738 [1146] validation_0-mae:4443.64746 validation_1-mae:6004.61426 [1147] validation_0-mae:4442.91016 validation_1-mae:6005.00928 [1148] validation_0-mae:4442.02197 validation_1-mae:6005.15967 [1149] validation_0-mae:4440.71973 validation_1-mae:6004.55420 [1150] validation_0-mae:4439.46484 validation_1-mae:6004.39746 [1151] validation_0-mae:4439.34277 validation_1-mae:6004.39746 [1152] validation_0-mae:4439.03369 validation_1-mae:6004.42627 [1153] validation_0-mae:4438.38525 validation_1-mae:6003.85645 [1154] validation_0-mae:4436.94434 validation_1-mae:6004.20117 [1155] validation_0-mae:4436.04834 validation_1-mae:6004.37451 [1156] validation_0-mae:4435.33887 validation_1-mae:6004.53711 [1157] validation_0-mae:4434.48975 validation_1-mae:6004.61035 [1158] validation_0-mae:4433.94727 validation_1-mae:6004.67822 [1159] validation_0-mae:4433.27978 validation_1-mae:6004.35400 [1160] validation_0-mae:4432.74365 validation_1-mae:6004.82520 [1161] validation_0-mae:4431.90332 validation_1-mae:6004.89111 [1162] validation_0-mae:4431.42822 validation_1-mae:6004.88867 [1163] validation_0-mae:4430.79736 validation_1-mae:6005.11621 [1164] validation_0-mae:4430.77051 validation_1-mae:6005.14551 [1165] validation_0-mae:4429.81250 validation_1-mae:6005.13770 [1166] validation_0-mae:4428.83936 validation_1-mae:6004.59961 [1167] validation_0-mae:4427.39307 validation_1-mae:6004.18897 [1168] validation_0-mae:4427.02734 validation_1-mae:6004.15478 [1169] validation_0-mae:4425.54785 validation_1-mae:6004.06250 [1170] validation_0-mae:4423.88525 validation_1-mae:6003.84228 [1171] validation_0-mae:4422.28516 validation_1-mae:6003.72510 [1172] validation_0-mae:4420.78564 validation_1-mae:6002.69873 [1173] validation_0-mae:4420.14551 validation_1-mae:6002.59228 [1174] validation_0-mae:4419.45654 validation_1-mae:6002.58350 [1175] validation_0-mae:4418.83789 validation_1-mae:6002.60693 [1176] validation_0-mae:4417.68506 validation_1-mae:6002.52832 [1177] validation_0-mae:4417.08350 validation_1-mae:6002.62012 [1178] validation_0-mae:4415.43408 validation_1-mae:6002.74414 [1179] validation_0-mae:4414.96533 validation_1-mae:6002.53809 [1180] validation_0-mae:4414.21045 validation_1-mae:6002.01709 [1181] validation_0-mae:4413.76270 validation_1-mae:6001.89600 [1182] validation_0-mae:4412.03369 validation_1-mae:6001.77393 [1183] validation_0-mae:4411.82471 validation_1-mae:6001.75635 [1184] validation_0-mae:4410.43994 validation_1-mae:6000.96289 [1185] validation_0-mae:4409.00244 validation_1-mae:6000.30078 [1186] validation_0-mae:4407.58691 validation_1-mae:6000.85938 [1187] validation_0-mae:4406.67041 validation_1-mae:6000.24512 [1188] validation_0-mae:4405.29688 validation_1-mae:6000.18262 [1189] validation_0-mae:4403.62500 validation_1-mae:6000.69678 [1190] validation_0-mae:4403.47168 validation_1-mae:6000.69043 [1191] validation_0-mae:4403.18115 validation_1-mae:6000.64502 [1192] validation_0-mae:4401.53857 validation_1-mae:6001.68506 [1193] validation_0-mae:4400.29297 validation_1-mae:6002.22559 [1194] validation_0-mae:4398.97363 validation_1-mae:6001.81299 [1195] validation_0-mae:4397.36084 validation_1-mae:6001.03613 [1196] validation_0-mae:4395.58008 validation_1-mae:6000.85889 [1197] validation_0-mae:4394.88574 validation_1-mae:6000.74609 [1198] validation_0-mae:4393.60693 validation_1-mae:6000.85693 [1199] validation_0-mae:4392.84570 validation_1-mae:6000.93311 [1200] validation_0-mae:4391.72266 validation_1-mae:6000.81152 [1201] validation_0-mae:4391.38428 validation_1-mae:6000.77734 [1202] validation_0-mae:4390.62500 validation_1-mae:6001.07422 [1203] validation_0-mae:4389.54395 validation_1-mae:6000.75049 [1204] validation_0-mae:4387.47022 validation_1-mae:6000.64795 [1205] validation_0-mae:4387.05908 validation_1-mae:6000.69629 [1206] validation_0-mae:4386.48682 validation_1-mae:6000.59961 [1207] validation_0-mae:4385.72949 validation_1-mae:6000.52197 [1208] validation_0-mae:4385.20850 validation_1-mae:6000.82275 [1209] validation_0-mae:4384.61230 validation_1-mae:6001.23145 [1210] validation_0-mae:4384.17041 validation_1-mae:6001.51807 [1211] validation_0-mae:4381.59814 validation_1-mae:6000.69287 [1212] validation_0-mae:4381.50879 validation_1-mae:6000.73926 [1213] validation_0-mae:4381.39893 validation_1-mae:6000.73047 [1214] validation_0-mae:4380.90430 validation_1-mae:6000.40430 [1215] validation_0-mae:4378.87207 validation_1-mae:5999.10449 [1216] validation_0-mae:4377.79297 validation_1-mae:5999.37402 [1217] validation_0-mae:4377.34717 validation_1-mae:5999.43750 [1218] validation_0-mae:4377.02734 validation_1-mae:5999.50293 [1219] validation_0-mae:4376.73779 validation_1-mae:5999.54395 [1220] validation_0-mae:4376.15381 validation_1-mae:5999.66992 [1221] validation_0-mae:4374.88037 validation_1-mae:5999.99316 [1222] validation_0-mae:4373.65088 validation_1-mae:6000.13818 [1223] validation_0-mae:4373.46143 validation_1-mae:6000.10938 [1224] validation_0-mae:4372.41016 validation_1-mae:5999.75098 [1225] validation_0-mae:4369.95996 validation_1-mae:6000.15478 [1226] validation_0-mae:4369.40967 validation_1-mae:6000.11084 [1227] validation_0-mae:4369.19824 validation_1-mae:5999.98584 [1228] validation_0-mae:4368.03809 validation_1-mae:5999.52246 [1229] validation_0-mae:4366.81397 validation_1-mae:5999.13330 [1230] validation_0-mae:4365.61328 validation_1-mae:5999.38672 [1231] validation_0-mae:4364.34717 validation_1-mae:5999.09180 [1232] validation_0-mae:4363.91455 validation_1-mae:5999.30469 [1233] validation_0-mae:4362.83936 validation_1-mae:5998.71387 [1234] validation_0-mae:4361.56006 validation_1-mae:5999.19287 [1235] validation_0-mae:4360.51270 validation_1-mae:5999.07275 [1236] validation_0-mae:4359.73730 validation_1-mae:5999.17432 [1237] validation_0-mae:4357.67334 validation_1-mae:5998.36230 [1238] validation_0-mae:4355.94141 validation_1-mae:5997.60107 [1239] validation_0-mae:4354.00293 validation_1-mae:5997.59863 [1240] validation_0-mae:4352.21191 validation_1-mae:5997.40381 [1241] validation_0-mae:4350.19775 validation_1-mae:5997.18750 [1242] validation_0-mae:4349.28516 validation_1-mae:5997.15869 [1243] validation_0-mae:4347.63086 validation_1-mae:5996.72852 [1244] validation_0-mae:4345.59424 validation_1-mae:5996.07520 [1245] validation_0-mae:4343.99463 validation_1-mae:5995.39062 [1246] validation_0-mae:4342.73438 validation_1-mae:5995.88477 [1247] validation_0-mae:4341.85059 validation_1-mae:5996.62256 [1248] validation_0-mae:4341.12158 validation_1-mae:5996.26318 [1249] validation_0-mae:4339.67432 validation_1-mae:5995.71387 [1250] validation_0-mae:4338.33789 validation_1-mae:5995.30859 [1251] validation_0-mae:4337.09570 validation_1-mae:5995.04639 [1252] validation_0-mae:4335.30811 validation_1-mae:5994.84473 [1253] validation_0-mae:4334.68018 validation_1-mae:5994.86621 [1254] validation_0-mae:4334.01318 validation_1-mae:5994.59473 [1255] validation_0-mae:4332.59326 validation_1-mae:5993.83398 [1256] validation_0-mae:4331.74219 validation_1-mae:5994.12549 [1257] validation_0-mae:4330.95947 validation_1-mae:5994.34180 [1258] validation_0-mae:4330.09619 validation_1-mae:5994.12842 [1259] validation_0-mae:4329.17041 validation_1-mae:5994.03027 [1260] validation_0-mae:4328.19531 validation_1-mae:5994.41406 [1261] validation_0-mae:4326.66309 validation_1-mae:5994.48145 [1262] validation_0-mae:4325.93408 validation_1-mae:5994.67090 [1263] validation_0-mae:4324.73730 validation_1-mae:5994.43164 [1264] validation_0-mae:4323.32178 validation_1-mae:5994.02930 [1265] validation_0-mae:4321.62012 validation_1-mae:5993.10791 [1266] validation_0-mae:4320.35742 validation_1-mae:5993.71777 [1267] validation_0-mae:4319.45410 validation_1-mae:5993.83936 [1268] validation_0-mae:4317.78955 validation_1-mae:5993.85205 [1269] validation_0-mae:4316.75391 validation_1-mae:5993.80078 [1270] validation_0-mae:4316.07080 validation_1-mae:5993.69092 [1271] validation_0-mae:4314.72900 validation_1-mae:5993.40723 [1272] validation_0-mae:4313.96533 validation_1-mae:5993.27734 [1273] validation_0-mae:4312.93848 validation_1-mae:5993.21338 [1274] validation_0-mae:4312.29102 validation_1-mae:5993.47656 [1275] validation_0-mae:4311.46875 validation_1-mae:5993.41357 [1276] validation_0-mae:4310.32959 validation_1-mae:5993.32715 [1277] validation_0-mae:4310.07471 validation_1-mae:5993.25928 [1278] validation_0-mae:4309.37207 validation_1-mae:5993.44287 [1279] validation_0-mae:4307.43164 validation_1-mae:5992.73340 [1280] validation_0-mae:4306.55029 validation_1-mae:5992.57471 [1281] validation_0-mae:4305.71728 validation_1-mae:5992.51270 [1282] validation_0-mae:4304.38477 validation_1-mae:5991.64795 [1283] validation_0-mae:4303.59912 validation_1-mae:5991.32812 [1284] validation_0-mae:4302.16602 validation_1-mae:5991.46094 [1285] validation_0-mae:4300.57227 validation_1-mae:5991.30420 [1286] validation_0-mae:4299.71191 validation_1-mae:5991.20898 [1287] validation_0-mae:4298.98193 validation_1-mae:5991.59424 [1288] validation_0-mae:4297.94287 validation_1-mae:5991.66553 [1289] validation_0-mae:4297.57080 validation_1-mae:5991.59912 [1290] validation_0-mae:4296.85645 validation_1-mae:5991.73975 [1291] validation_0-mae:4295.34814 validation_1-mae:5991.69727 [1292] validation_0-mae:4294.26514 validation_1-mae:5992.19189 [1293] validation_0-mae:4292.89307 validation_1-mae:5991.91162 [1294] validation_0-mae:4292.15918 validation_1-mae:5992.01221 [1295] validation_0-mae:4291.38232 validation_1-mae:5991.68213 [1296] validation_0-mae:4290.12891 validation_1-mae:5991.31787 [1297] validation_0-mae:4289.13281 validation_1-mae:5991.17383 [1298] validation_0-mae:4288.56152 validation_1-mae:5990.69482 [1299] validation_0-mae:4287.96436 validation_1-mae:5990.95264 [1300] validation_0-mae:4287.02197 validation_1-mae:5991.33447 [1301] validation_0-mae:4286.03467 validation_1-mae:5991.72803 [1302] validation_0-mae:4285.16406 validation_1-mae:5991.36523 [1303] validation_0-mae:4284.09473 validation_1-mae:5990.89355 [1304] validation_0-mae:4283.26367 validation_1-mae:5990.66113 [1305] validation_0-mae:4282.35303 validation_1-mae:5990.87207 [1306] validation_0-mae:4281.13184 validation_1-mae:5990.68750 [1307] validation_0-mae:4280.36377 validation_1-mae:5990.77783 [1308] validation_0-mae:4279.38281 validation_1-mae:5990.66455 [1309] validation_0-mae:4278.65723 validation_1-mae:5990.87451 [1310] validation_0-mae:4277.92822 validation_1-mae:5990.92969 [1311] validation_0-mae:4277.87402 validation_1-mae:5990.90381 [1312] validation_0-mae:4276.74023 validation_1-mae:5991.05957 [1313] validation_0-mae:4276.23438 validation_1-mae:5991.12598 [1314] validation_0-mae:4275.99414 validation_1-mae:5991.31250 [1315] validation_0-mae:4275.51660 validation_1-mae:5991.41113 [1316] validation_0-mae:4275.06152 validation_1-mae:5991.53516 [1317] validation_0-mae:4274.43164 validation_1-mae:5991.77588 [1318] validation_0-mae:4273.70459 validation_1-mae:5991.44385 [1319] validation_0-mae:4273.08643 validation_1-mae:5991.25781 [1320] validation_0-mae:4272.73047 validation_1-mae:5991.34814 [1321] validation_0-mae:4271.95361 validation_1-mae:5991.46143 [1322] validation_0-mae:4271.33203 validation_1-mae:5991.65967 [1323] validation_0-mae:4271.01123 validation_1-mae:5991.43262 [1324] validation_0-mae:4269.54590 validation_1-mae:5992.35596 [1325] validation_0-mae:4268.91797 validation_1-mae:5992.25977 [1326] validation_0-mae:4268.15820 validation_1-mae:5991.80566 [1327] validation_0-mae:4266.52002 validation_1-mae:5991.28320 [1328] validation_0-mae:4265.56445 validation_1-mae:5991.06103 [1329] validation_0-mae:4263.87012 validation_1-mae:5990.65234 [1330] validation_0-mae:4261.81738 validation_1-mae:5991.09522 [1331] validation_0-mae:4260.71289 validation_1-mae:5990.93164 [1332] validation_0-mae:4259.02637 validation_1-mae:5991.29736 [1333] validation_0-mae:4257.77783 validation_1-mae:5991.09424 [1334] validation_0-mae:4257.14746 validation_1-mae:5991.32568 [1335] validation_0-mae:4256.49805 validation_1-mae:5991.46143 [1336] validation_0-mae:4255.90674 validation_1-mae:5991.06348 [1337] validation_0-mae:4255.12305 validation_1-mae:5991.57031 [1338] validation_0-mae:4254.79346 validation_1-mae:5991.61914 [1339] validation_0-mae:4254.22852 validation_1-mae:5991.24756 [1340] validation_0-mae:4253.76807 validation_1-mae:5991.17676 [1341] validation_0-mae:4252.79297 validation_1-mae:5991.26709 [1342] validation_0-mae:4252.02588 validation_1-mae:5991.48877 [1343] validation_0-mae:4250.33154 validation_1-mae:5991.16309 [1344] validation_0-mae:4249.02734 validation_1-mae:5991.10645 [1345] validation_0-mae:4247.80957 validation_1-mae:5990.25684 [1346] validation_0-mae:4247.65674 validation_1-mae:5990.06689 [1347] validation_0-mae:4245.75732 validation_1-mae:5990.79492 [1348] validation_0-mae:4244.96045 validation_1-mae:5990.88428 [1349] validation_0-mae:4244.19922 validation_1-mae:5990.37451 [1350] validation_0-mae:4243.46680 validation_1-mae:5990.52686 [1351] validation_0-mae:4243.04102 validation_1-mae:5990.63232 [1352] validation_0-mae:4242.38330 validation_1-mae:5990.52832 [1353] validation_0-mae:4241.46582 validation_1-mae:5990.87647 [1354] validation_0-mae:4240.68897 validation_1-mae:5990.68359 [1355] validation_0-mae:4239.50147 validation_1-mae:5990.23877 [1356] validation_0-mae:4239.36865 validation_1-mae:5990.27783 [1357] validation_0-mae:4239.33887 validation_1-mae:5990.28320 [1358] validation_0-mae:4238.87793 validation_1-mae:5990.52002 [1359] validation_0-mae:4237.85791 validation_1-mae:5990.23096 [1360] validation_0-mae:4237.83350 validation_1-mae:5990.25684 [1361] validation_0-mae:4237.70898 validation_1-mae:5990.23438 [1362] validation_0-mae:4237.50000 validation_1-mae:5990.20850 [1363] validation_0-mae:4235.48193 validation_1-mae:5990.19873 [1364] validation_0-mae:4235.05566 validation_1-mae:5990.21680 [1365] validation_0-mae:4234.24316 validation_1-mae:5990.33350 [1366] validation_0-mae:4232.77588 validation_1-mae:5989.77490 [1367] validation_0-mae:4231.24072 validation_1-mae:5988.98486 [1368] validation_0-mae:4230.11377 validation_1-mae:5988.82764 [1369] validation_0-mae:4229.21289 validation_1-mae:5988.79199 [1370] validation_0-mae:4227.78272 validation_1-mae:5988.85596 [1371] validation_0-mae:4227.13623 validation_1-mae:5988.78223 [1372] validation_0-mae:4226.05811 validation_1-mae:5988.40332 [1373] validation_0-mae:4225.11084 validation_1-mae:5988.53564 [1374] validation_0-mae:4223.84717 validation_1-mae:5987.85986 [1375] validation_0-mae:4222.51660 validation_1-mae:5987.89990 [1376] validation_0-mae:4221.80469 validation_1-mae:5987.80322 [1377] validation_0-mae:4221.11670 validation_1-mae:5987.84522 [1378] validation_0-mae:4220.51953 validation_1-mae:5987.99658 [1379] validation_0-mae:4220.04102 validation_1-mae:5988.17871 [1380] validation_0-mae:4219.50879 validation_1-mae:5987.82129 [1381] validation_0-mae:4217.93115 validation_1-mae:5987.74561 [1382] validation_0-mae:4217.04443 validation_1-mae:5987.73291 [1383] validation_0-mae:4215.71973 validation_1-mae:5987.78662 [1384] validation_0-mae:4214.32959 validation_1-mae:5987.36963 [1385] validation_0-mae:4213.39600 validation_1-mae:5987.36328 [1386] validation_0-mae:4212.83350 validation_1-mae:5987.48730 [1387] validation_0-mae:4211.27246 validation_1-mae:5987.35547 [1388] validation_0-mae:4211.08350 validation_1-mae:5987.43066 [1389] validation_0-mae:4210.44482 validation_1-mae:5987.55762 [1390] validation_0-mae:4209.43994 validation_1-mae:5987.27881 [1391] validation_0-mae:4208.60938 validation_1-mae:5987.28564 [1392] validation_0-mae:4207.63477 validation_1-mae:5986.76025 [1393] validation_0-mae:4207.04590 validation_1-mae:5986.89502 [1394] validation_0-mae:4206.97412 validation_1-mae:5986.87939 [1395] validation_0-mae:4206.43555 validation_1-mae:5986.47754 [1396] validation_0-mae:4205.10156 validation_1-mae:5986.86572 [1397] validation_0-mae:4204.52441 validation_1-mae:5986.66309 [1398] validation_0-mae:4203.25000 validation_1-mae:5986.96191 [1399] validation_0-mae:4202.65820 validation_1-mae:5987.04053 [1400] validation_0-mae:4202.35693 validation_1-mae:5986.94629 [1401] validation_0-mae:4201.43213 validation_1-mae:5987.11719 [1402] validation_0-mae:4200.78320 validation_1-mae:5987.50732 [1403] validation_0-mae:4200.77881 validation_1-mae:5987.51367 [1404] validation_0-mae:4200.26025 validation_1-mae:5987.50928 [1405] validation_0-mae:4199.37793 validation_1-mae:5987.24561 [1406] validation_0-mae:4198.65137 validation_1-mae:5987.46240 [1407] validation_0-mae:4198.39209 validation_1-mae:5987.48389 [1408] validation_0-mae:4197.88330 validation_1-mae:5987.35742 [1409] validation_0-mae:4196.74805 validation_1-mae:5987.64746 [1410] validation_0-mae:4196.73193 validation_1-mae:5987.65381 [1411] validation_0-mae:4195.87207 validation_1-mae:5987.48682 [1412] validation_0-mae:4195.33984 validation_1-mae:5987.81836 [1413] validation_0-mae:4194.31152 validation_1-mae:5987.77148 [1414] validation_0-mae:4193.20654 validation_1-mae:5987.89844 [1415] validation_0-mae:4192.72852 validation_1-mae:5987.84717 [1416] validation_0-mae:4191.83545 validation_1-mae:5987.84814 [1417] validation_0-mae:4190.84277 validation_1-mae:5987.72022 [1418] validation_0-mae:4189.89697 validation_1-mae:5987.34570 [1419] validation_0-mae:4189.45996 validation_1-mae:5987.31982 [1420] validation_0-mae:4189.07129 validation_1-mae:5987.21240 [1421] validation_0-mae:4188.24121 validation_1-mae:5987.09522 [1422] validation_0-mae:4187.79980 validation_1-mae:5986.88281 [1423] validation_0-mae:4186.03955 validation_1-mae:5985.76416 [1424] validation_0-mae:4185.06201 validation_1-mae:5985.63281 [1425] validation_0-mae:4183.94092 validation_1-mae:5986.08301 [1426] validation_0-mae:4182.80029 validation_1-mae:5986.29395 [1427] validation_0-mae:4181.78320 validation_1-mae:5986.78662 [1428] validation_0-mae:4180.09082 validation_1-mae:5986.38232 [1429] validation_0-mae:4179.01074 validation_1-mae:5986.25244 [1430] validation_0-mae:4177.37549 validation_1-mae:5986.23730 [1431] validation_0-mae:4175.43603 validation_1-mae:5985.58936 [1432] validation_0-mae:4174.35498 validation_1-mae:5985.49512 [1433] validation_0-mae:4173.33447 validation_1-mae:5985.51318 [1434] validation_0-mae:4172.50439 validation_1-mae:5985.32227 [1435] validation_0-mae:4171.26807 validation_1-mae:5985.69971 [1436] validation_0-mae:4170.05859 validation_1-mae:5985.41309 [1437] validation_0-mae:4168.66113 validation_1-mae:5985.47412 [1438] validation_0-mae:4167.85840 validation_1-mae:5985.70605 [1439] validation_0-mae:4166.64355 validation_1-mae:5985.35547 [1440] validation_0-mae:4166.02637 validation_1-mae:5985.52100 [1441] validation_0-mae:4165.53076 validation_1-mae:5985.76562 [1442] validation_0-mae:4164.88281 validation_1-mae:5986.04932 [1443] validation_0-mae:4163.68750 validation_1-mae:5985.85693 [1444] validation_0-mae:4162.33301 validation_1-mae:5985.45801 [1445] validation_0-mae:4161.96094 validation_1-mae:5985.61719 [1446] validation_0-mae:4160.09912 validation_1-mae:5984.97852 [1447] validation_0-mae:4158.97607 validation_1-mae:5985.10352 [1448] validation_0-mae:4158.12012 validation_1-mae:5984.74805 [1449] validation_0-mae:4157.20068 validation_1-mae:5984.90576 [1450] validation_0-mae:4156.70117 validation_1-mae:5984.77393 [1451] validation_0-mae:4156.24365 validation_1-mae:5984.75000 [1452] validation_0-mae:4155.57275 validation_1-mae:5984.53760 [1453] validation_0-mae:4155.19727 validation_1-mae:5984.39502 [1454] validation_0-mae:4154.37988 validation_1-mae:5984.90723 [1455] validation_0-mae:4153.50977 validation_1-mae:5985.07959 [1456] validation_0-mae:4152.84326 validation_1-mae:5985.28272 [1457] validation_0-mae:4152.43555 validation_1-mae:5985.28174 [1458] validation_0-mae:4151.05518 validation_1-mae:5985.13867 [1459] validation_0-mae:4149.87061 validation_1-mae:5985.09961 [1460] validation_0-mae:4149.32324 validation_1-mae:5985.04443 [1461] validation_0-mae:4148.76221 validation_1-mae:5985.32715 [1462] validation_0-mae:4147.31787 validation_1-mae:5984.95703 [1463] validation_0-mae:4146.53174 validation_1-mae:5984.55371 [1464] validation_0-mae:4145.67725 validation_1-mae:5984.19531 [1465] validation_0-mae:4145.14844 validation_1-mae:5984.10303 [1466] validation_0-mae:4143.79248 validation_1-mae:5984.00147 [1467] validation_0-mae:4143.27881 validation_1-mae:5983.88330 [1468] validation_0-mae:4142.63379 validation_1-mae:5983.94482 [1469] validation_0-mae:4141.15674 validation_1-mae:5984.08447 [1470] validation_0-mae:4140.27148 validation_1-mae:5984.16406 [1471] validation_0-mae:4139.57275 validation_1-mae:5984.47070 [1472] validation_0-mae:4138.69385 validation_1-mae:5984.37158 [1473] validation_0-mae:4137.75830 validation_1-mae:5983.94531 [1474] validation_0-mae:4137.18603 validation_1-mae:5984.18359 [1475] validation_0-mae:4136.19434 validation_1-mae:5984.23535 [1476] validation_0-mae:4135.10400 validation_1-mae:5984.04590 [1477] validation_0-mae:4134.08838 validation_1-mae:5984.04492 [1478] validation_0-mae:4133.51514 validation_1-mae:5983.94336 [1479] validation_0-mae:4132.31787 validation_1-mae:5984.15332 [1480] validation_0-mae:4131.23438 validation_1-mae:5983.35449 [1481] validation_0-mae:4128.93457 validation_1-mae:5984.49707 [1482] validation_0-mae:4128.60791 validation_1-mae:5984.66309 [1483] validation_0-mae:4128.25147 validation_1-mae:5984.55908 [1484] validation_0-mae:4127.44873 validation_1-mae:5984.44238 [1485] validation_0-mae:4126.46484 validation_1-mae:5984.63867 [1486] validation_0-mae:4124.44434 validation_1-mae:5984.99316 [1487] validation_0-mae:4123.54688 validation_1-mae:5984.87988 [1488] validation_0-mae:4122.14111 validation_1-mae:5984.62109 [1489] validation_0-mae:4121.22461 validation_1-mae:5984.34082 [1490] validation_0-mae:4120.20752 validation_1-mae:5984.39600 [1491] validation_0-mae:4118.63330 validation_1-mae:5984.02588 [1492] validation_0-mae:4116.97754 validation_1-mae:5984.40918 [1493] validation_0-mae:4115.91797 validation_1-mae:5984.25147 [1494] validation_0-mae:4113.91406 validation_1-mae:5984.37109 [1495] validation_0-mae:4112.53516 validation_1-mae:5983.98584 [1496] validation_0-mae:4110.96582 validation_1-mae:5984.61279 [1497] validation_0-mae:4109.89697 validation_1-mae:5984.62109 [1498] validation_0-mae:4108.26172 validation_1-mae:5985.09277 [1499] validation_0-mae:4107.42578 validation_1-mae:5985.31885 [1500] validation_0-mae:4106.63867 validation_1-mae:5985.17236 [1501] validation_0-mae:4105.98438 validation_1-mae:5985.21826 [1502] validation_0-mae:4105.66748 validation_1-mae:5985.42871 [1503] validation_0-mae:4105.15332 validation_1-mae:5985.62158 [1504] validation_0-mae:4104.68164 validation_1-mae:5985.50879 [1505] validation_0-mae:4104.49951 validation_1-mae:5985.51611 [1506] validation_0-mae:4104.07568 validation_1-mae:5985.37549 [1507] validation_0-mae:4103.86816 validation_1-mae:5985.29980 [1508] validation_0-mae:4103.84326 validation_1-mae:5985.32861 [1509] validation_0-mae:4103.01953 validation_1-mae:5985.42969 [1510] validation_0-mae:4102.14990 validation_1-mae:5985.88135 [1511] validation_0-mae:4101.81348 validation_1-mae:5986.13477 [1512] validation_0-mae:4101.77588 validation_1-mae:5986.21826 [1513] validation_0-mae:4099.98096 validation_1-mae:5986.29004 [1514] validation_0-mae:4098.91602 validation_1-mae:5987.00342 [1515] validation_0-mae:4098.43457 validation_1-mae:5987.09424 [1516] validation_0-mae:4098.07080 validation_1-mae:5987.12402 [1517] validation_0-mae:4097.13135 validation_1-mae:5986.80859 [1518] validation_0-mae:4096.71484 validation_1-mae:5986.72949 [1519] validation_0-mae:4095.94873 validation_1-mae:5986.87842 [1520] validation_0-mae:4095.14990 validation_1-mae:5986.66504 [1521] validation_0-mae:4094.64746 validation_1-mae:5986.72949 [1522] validation_0-mae:4094.00781 validation_1-mae:5986.96728 [1523] validation_0-mae:4093.55859 validation_1-mae:5987.22998 [1524] validation_0-mae:4093.00855 validation_1-mae:5987.39697 [1525] validation_0-mae:4091.91504 validation_1-mae:5987.62744 [1526] validation_0-mae:4091.39917 validation_1-mae:5987.55957 [1527] validation_0-mae:4090.89697 validation_1-mae:5987.73779 [1528] validation_0-mae:4090.87646 validation_1-mae:5987.74414 [1529] validation_0-mae:4090.51953 validation_1-mae:5987.68262 [1530] validation_0-mae:4089.92578 validation_1-mae:5988.01123 [1531] validation_0-mae:4088.80981 validation_1-mae:5987.99072 [1532] validation_0-mae:4088.75635 validation_1-mae:5988.07910 [1533] validation_0-mae:4088.72705 validation_1-mae:5988.12256 [1534] validation_0-mae:4088.03711 validation_1-mae:5987.90332 [1535] validation_0-mae:4086.60791 validation_1-mae:5987.46924 [1536] validation_0-mae:4084.87085 validation_1-mae:5987.53076 [1537] validation_0-mae:4083.77686 validation_1-mae:5987.42480 [1538] validation_0-mae:4082.68311 validation_1-mae:5987.45361 [1539] validation_0-mae:4081.53564 validation_1-mae:5987.79053 [1540] validation_0-mae:4080.36572 validation_1-mae:5988.03516 [1541] validation_0-mae:4079.65723 validation_1-mae:5987.96387 [1542] validation_0-mae:4079.02368 validation_1-mae:5987.97607 [1543] validation_0-mae:4078.63647 validation_1-mae:5987.83984 [1544] validation_0-mae:4077.65210 validation_1-mae:5987.88330 [1545] validation_0-mae:4076.84009 validation_1-mae:5987.56689 [1546] validation_0-mae:4076.12305 validation_1-mae:5987.37744 [1547] validation_0-mae:4074.80518 validation_1-mae:5987.83691 [1548] validation_0-mae:4073.81323 validation_1-mae:5988.24512 [1549] validation_0-mae:4072.72412 validation_1-mae:5988.45703 [1550] validation_0-mae:4072.26050 validation_1-mae:5988.47705 [1551] validation_0-mae:4071.65820 validation_1-mae:5988.56103 [1552] validation_0-mae:4070.68921 validation_1-mae:5988.50488 [1553] validation_0-mae:4069.92285 validation_1-mae:5988.35693 [1554] validation_0-mae:4069.39770 validation_1-mae:5988.52930 [1555] validation_0-mae:4069.03369 validation_1-mae:5988.24805 [1556] validation_0-mae:4068.54810 validation_1-mae:5988.36230 [1557] validation_0-mae:4068.11719 validation_1-mae:5988.44238 [1558] validation_0-mae:4067.96729 validation_1-mae:5988.50635 [1559] validation_0-mae:4067.31030 validation_1-mae:5988.74463 [1560] validation_0-mae:4066.95044 validation_1-mae:5988.89014 [1561] validation_0-mae:4066.42041 validation_1-mae:5988.94336 [1562] validation_0-mae:4065.75000 validation_1-mae:5989.07227 [1563] validation_0-mae:4065.29810 validation_1-mae:5989.16895 [1564] validation_0-mae:4064.05859 validation_1-mae:5989.63086 [1565] validation_0-mae:4063.38086 validation_1-mae:5989.62695 [1566] validation_0-mae:4062.74145 validation_1-mae:5989.56836 [1567] validation_0-mae:4062.04565 validation_1-mae:5989.68652 [1568] validation_0-mae:4061.19849 validation_1-mae:5989.43945 [1569] validation_0-mae:4060.02881 validation_1-mae:5989.31494 [1570] validation_0-mae:4058.77051 validation_1-mae:5989.33057 [1571] validation_0-mae:4057.44702 validation_1-mae:5989.24561 [1572] validation_0-mae:4056.34302 validation_1-mae:5989.58105 [1573] validation_0-mae:4055.05591 validation_1-mae:5988.99463 [1574] validation_0-mae:4053.34180 validation_1-mae:5988.70605 [1575] validation_0-mae:4052.41846 validation_1-mae:5988.61670 [1576] validation_0-mae:4051.55518 validation_1-mae:5988.57031 [1577] validation_0-mae:4050.86499 validation_1-mae:5988.71924 [1578] validation_0-mae:4049.50464 validation_1-mae:5989.11523 [1579] validation_0-mae:4048.16943 validation_1-mae:5988.72803 [1580] validation_0-mae:4046.44849 validation_1-mae:5988.56006 [1581] validation_0-mae:4045.58838 validation_1-mae:5988.51660 [1582] validation_0-mae:4045.07056 validation_1-mae:5988.55322 [1583] validation_0-mae:4044.42920 validation_1-mae:5988.40039 [1584] validation_0-mae:4043.53955 validation_1-mae:5988.08838 [1585] validation_0-mae:4042.90112 validation_1-mae:5988.14795 [1586] validation_0-mae:4042.37012 validation_1-mae:5988.21582 [1587] validation_0-mae:4041.51636 validation_1-mae:5988.24707 [1588] validation_0-mae:4040.90308 validation_1-mae:5987.91895 [1589] validation_0-mae:4039.82666 validation_1-mae:5987.77783 [1590] validation_0-mae:4038.90137 validation_1-mae:5987.32910 [1591] validation_0-mae:4038.13525 validation_1-mae:5986.93799 [1592] validation_0-mae:4036.18970 validation_1-mae:5986.35449 [1593] validation_0-mae:4035.59790 validation_1-mae:5986.83887 [1594] validation_0-mae:4034.96680 validation_1-mae:5986.89697 [1595] validation_0-mae:4034.71460 validation_1-mae:5987.01758 [1596] validation_0-mae:4034.54468 validation_1-mae:5986.98340 [1597] validation_0-mae:4033.97095 validation_1-mae:5986.91602 [1598] validation_0-mae:4032.28223 validation_1-mae:5987.51562 [1599] validation_0-mae:4031.21655 validation_1-mae:5987.44141 [1600] validation_0-mae:4030.44434 validation_1-mae:5987.29785 [1601] validation_0-mae:4029.86206 validation_1-mae:5987.30615 [1602] validation_0-mae:4028.94971 validation_1-mae:5987.35107 [1603] validation_0-mae:4028.29883 validation_1-mae:5987.58643 [1604] validation_0-mae:4027.15723 validation_1-mae:5987.20996 [1605] validation_0-mae:4025.95117 validation_1-mae:5986.65478 [1606] validation_0-mae:4025.75977 validation_1-mae:5986.64795 [1607] validation_0-mae:4024.41553 validation_1-mae:5986.17041 [1608] validation_0-mae:4024.10962 validation_1-mae:5986.26611 [1609] validation_0-mae:4023.66626 validation_1-mae:5986.11377 [1610] validation_0-mae:4023.17481 validation_1-mae:5985.66504 [1611] validation_0-mae:4022.13989 validation_1-mae:5984.68945 [1612] validation_0-mae:4021.93604 validation_1-mae:5984.59717 [1613] validation_0-mae:4020.51318 validation_1-mae:5984.28174 [1614] validation_0-mae:4019.67505 validation_1-mae:5984.14600 [1615] validation_0-mae:4018.68652 validation_1-mae:5983.78809 [1616] validation_0-mae:4017.21045 validation_1-mae:5984.05127 [1617] validation_0-mae:4016.43555 validation_1-mae:5984.16553 [1618] validation_0-mae:4014.67749 validation_1-mae:5983.52783 [1619] validation_0-mae:4013.49976 validation_1-mae:5983.36670 [1620] validation_0-mae:4012.13867 validation_1-mae:5982.85986 [1621] validation_0-mae:4011.55273 validation_1-mae:5983.15527 [1622] validation_0-mae:4010.52881 validation_1-mae:5983.52686 [1623] validation_0-mae:4010.12695 validation_1-mae:5983.43603 [1624] validation_0-mae:4009.61890 validation_1-mae:5983.11182 [1625] validation_0-mae:4008.10962 validation_1-mae:5983.07471 [1626] validation_0-mae:4007.13892 validation_1-mae:5982.80859 [1627] validation_0-mae:4006.63013 validation_1-mae:5982.53760 [1628] validation_0-mae:4005.57690 validation_1-mae:5982.78125 [1629] validation_0-mae:4004.41577 validation_1-mae:5982.56103 [1630] validation_0-mae:4003.53052 validation_1-mae:5982.61719 [1631] validation_0-mae:4003.06079 validation_1-mae:5982.37695 [1632] validation_0-mae:4002.32910 validation_1-mae:5982.06494 [1633] validation_0-mae:4001.42700 validation_1-mae:5981.88818 [1634] validation_0-mae:4001.26929 validation_1-mae:5981.84619 [1635] validation_0-mae:4000.41772 validation_1-mae:5981.56689 [1636] validation_0-mae:4000.06689 validation_1-mae:5981.56738 [1637] validation_0-mae:4000.05615 validation_1-mae:5981.57666 [1638] validation_0-mae:3999.66724 validation_1-mae:5981.44385 [1639] validation_0-mae:3998.46118 validation_1-mae:5981.39014 [1640] validation_0-mae:3997.64648 validation_1-mae:5980.95654 [1641] validation_0-mae:3997.55322 validation_1-mae:5980.95312 [1642] validation_0-mae:3996.79004 validation_1-mae:5980.82080 [1643] validation_0-mae:3996.18091 validation_1-mae:5980.95215 [1644] validation_0-mae:3994.75610 validation_1-mae:5980.79883 [1645] validation_0-mae:3993.57178 validation_1-mae:5980.71875 [1646] validation_0-mae:3992.82153 validation_1-mae:5980.83447 [1647] validation_0-mae:3992.47070 validation_1-mae:5980.77002 [1648] validation_0-mae:3991.70337 validation_1-mae:5980.32275 [1649] validation_0-mae:3991.54956 validation_1-mae:5980.30273 [1650] validation_0-mae:3991.23950 validation_1-mae:5980.45605 [1651] validation_0-mae:3990.62085 validation_1-mae:5980.33252 [1652] validation_0-mae:3989.91577 validation_1-mae:5980.66553 [1653] validation_0-mae:3989.05542 validation_1-mae:5980.80908 [1654] validation_0-mae:3988.34131 validation_1-mae:5980.68897 [1655] validation_0-mae:3987.66821 validation_1-mae:5980.48584 [1656] validation_0-mae:3986.79102 validation_1-mae:5979.73389 [1657] validation_0-mae:3986.78076 validation_1-mae:5979.76025 [1658] validation_0-mae:3985.69605 validation_1-mae:5979.22559 [1659] validation_0-mae:3984.89819 validation_1-mae:5978.94141 [1660] validation_0-mae:3984.26685 validation_1-mae:5978.78857 [1661] validation_0-mae:3983.98560 validation_1-mae:5978.80371 [1662] validation_0-mae:3983.32690 validation_1-mae:5978.80029 [1663] validation_0-mae:3982.18579 validation_1-mae:5978.70605 [1664] validation_0-mae:3981.73047 validation_1-mae:5978.87207 [1665] validation_0-mae:3981.09058 validation_1-mae:5978.62793 [1666] validation_0-mae:3980.22290 validation_1-mae:5978.87842 [1667] validation_0-mae:3979.40552 validation_1-mae:5979.03760 [1668] validation_0-mae:3978.34863 validation_1-mae:5979.48438 [1669] validation_0-mae:3977.41528 validation_1-mae:5979.99463 [1670] validation_0-mae:3976.62549 validation_1-mae:5980.39746 [1671] validation_0-mae:3975.95410 validation_1-mae:5980.73535 [1672] validation_0-mae:3974.92749 validation_1-mae:5980.46094 [1673] validation_0-mae:3974.20654 validation_1-mae:5980.35596 [1674] validation_0-mae:3973.25610 validation_1-mae:5980.40478 [1675] validation_0-mae:3972.56982 validation_1-mae:5980.12402 [1676] validation_0-mae:3971.29102 validation_1-mae:5980.93555 [1677] validation_0-mae:3970.73364 validation_1-mae:5980.99512 [1678] validation_0-mae:3969.62354 validation_1-mae:5980.79932 [1679] validation_0-mae:3968.61548 validation_1-mae:5981.51562 [1680] validation_0-mae:3967.99609 validation_1-mae:5981.92480 [1681] validation_0-mae:3966.62451 validation_1-mae:5980.96826 [1682] validation_0-mae:3965.54590 validation_1-mae:5980.84375 [1683] validation_0-mae:3964.55688 validation_1-mae:5981.50830 [1684] validation_0-mae:3963.87427 validation_1-mae:5981.23926 [1685] validation_0-mae:3963.34717 validation_1-mae:5981.56689 [1686] validation_0-mae:3962.72021 validation_1-mae:5981.56103 [1687] validation_0-mae:3961.94019 validation_1-mae:5981.53906 [1688] validation_0-mae:3961.25342 validation_1-mae:5981.50586 [1689] validation_0-mae:3960.58301 validation_1-mae:5981.38867 [1690] validation_0-mae:3959.67969 validation_1-mae:5980.93311 [1691] validation_0-mae:3959.06030 validation_1-mae:5981.37842 [1692] validation_0-mae:3958.26953 validation_1-mae:5980.99561 [1693] validation_0-mae:3957.31934 validation_1-mae:5980.95850 [1694] validation_0-mae:3956.22192 validation_1-mae:5981.34424 [1695] validation_0-mae:3955.49438 validation_1-mae:5981.01270 [1696] validation_0-mae:3954.47461 validation_1-mae:5981.11084 [1697] validation_0-mae:3953.66089 validation_1-mae:5981.08691 [1698] validation_0-mae:3953.14404 validation_1-mae:5981.33154 [1699] validation_0-mae:3952.40771 validation_1-mae:5981.30957 Dropping: diese [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65137 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.57666 [21] validation_0-mae:7944.89600 validation_1-mae:7832.65723 [22] validation_0-mae:7846.75684 validation_1-mae:7746.49707 [23] validation_0-mae:7760.49268 validation_1-mae:7677.36865 [24] validation_0-mae:7676.77881 validation_1-mae:7599.02197 [25] validation_0-mae:7604.22461 validation_1-mae:7535.70166 [26] validation_0-mae:7548.77930 validation_1-mae:7488.89014 [27] validation_0-mae:7488.50049 validation_1-mae:7434.85938 [28] validation_0-mae:7439.26465 validation_1-mae:7393.77002 [29] validation_0-mae:7397.07129 validation_1-mae:7359.59912 [30] validation_0-mae:7361.33447 validation_1-mae:7328.96973 [31] validation_0-mae:7320.76904 validation_1-mae:7292.48438 [32] validation_0-mae:7292.27344 validation_1-mae:7275.01514 [33] validation_0-mae:7264.06689 validation_1-mae:7253.97363 [34] validation_0-mae:7233.79004 validation_1-mae:7234.01221 [35] validation_0-mae:7202.32031 validation_1-mae:7209.13965 [36] validation_0-mae:7185.08740 validation_1-mae:7195.72412 [37] validation_0-mae:7167.61963 validation_1-mae:7185.29199 [38] validation_0-mae:7142.17969 validation_1-mae:7163.79248 [39] validation_0-mae:7120.81445 validation_1-mae:7146.60986 [40] validation_0-mae:7102.98682 validation_1-mae:7136.24072 [41] validation_0-mae:7086.79443 validation_1-mae:7123.84473 [42] validation_0-mae:7069.74609 validation_1-mae:7113.10352 [43] validation_0-mae:7049.70898 validation_1-mae:7099.29736 [44] validation_0-mae:7033.69287 validation_1-mae:7086.23926 [45] validation_0-mae:7014.76465 validation_1-mae:7073.08057 [46] validation_0-mae:6998.53857 validation_1-mae:7062.90869 [47] validation_0-mae:6975.02393 validation_1-mae:7044.14307 [48] validation_0-mae:6963.79541 validation_1-mae:7035.48242 [49] validation_0-mae:6944.66797 validation_1-mae:7021.31006 [50] validation_0-mae:6920.67480 validation_1-mae:7005.90088 [51] validation_0-mae:6908.85303 validation_1-mae:6996.65967 [52] validation_0-mae:6890.51709 validation_1-mae:6984.71728 [53] validation_0-mae:6871.32373 validation_1-mae:6967.95361 [54] validation_0-mae:6856.89600 validation_1-mae:6955.29834 [55] validation_0-mae:6846.20459 validation_1-mae:6948.85840 [56] validation_0-mae:6826.03076 validation_1-mae:6932.16504 [57] validation_0-mae:6813.08398 validation_1-mae:6923.58838 [58] validation_0-mae:6803.71582 validation_1-mae:6916.81641 [59] validation_0-mae:6786.72754 validation_1-mae:6908.85254 [60] validation_0-mae:6774.04492 validation_1-mae:6898.32129 [61] validation_0-mae:6760.41797 validation_1-mae:6887.52051 [62] validation_0-mae:6749.58740 validation_1-mae:6880.88281 [63] validation_0-mae:6734.16895 validation_1-mae:6868.40527 [64] validation_0-mae:6721.70703 validation_1-mae:6857.68311 [65] validation_0-mae:6710.04395 validation_1-mae:6848.86719 [66] validation_0-mae:6696.66162 validation_1-mae:6835.16504 [67] validation_0-mae:6686.05078 validation_1-mae:6829.44824 [68] validation_0-mae:6675.47510 validation_1-mae:6820.99561 [69] validation_0-mae:6670.55078 validation_1-mae:6817.67285 [70] validation_0-mae:6656.58936 validation_1-mae:6808.52148 [71] validation_0-mae:6645.05908 validation_1-mae:6799.85352 [72] validation_0-mae:6634.14893 validation_1-mae:6795.11133 [73] validation_0-mae:6626.81543 validation_1-mae:6788.72314 [74] validation_0-mae:6615.48486 validation_1-mae:6781.66602 [75] validation_0-mae:6594.62647 validation_1-mae:6762.94629 [76] validation_0-mae:6584.61572 validation_1-mae:6755.22461 [77] validation_0-mae:6580.52246 validation_1-mae:6750.79834 [78] validation_0-mae:6571.61914 validation_1-mae:6743.44922 [79] validation_0-mae:6562.51611 validation_1-mae:6738.67480 [80] validation_0-mae:6553.35889 validation_1-mae:6730.05078 [81] validation_0-mae:6540.77051 validation_1-mae:6721.85840 [82] validation_0-mae:6534.70850 validation_1-mae:6717.38037 [83] validation_0-mae:6526.16943 validation_1-mae:6710.75635 [84] validation_0-mae:6519.55664 validation_1-mae:6707.92871 [85] validation_0-mae:6510.32275 validation_1-mae:6701.23682 [86] validation_0-mae:6502.94092 validation_1-mae:6698.31299 [87] validation_0-mae:6490.16992 validation_1-mae:6688.24561 [88] validation_0-mae:6477.60596 validation_1-mae:6682.38965 [89] validation_0-mae:6471.63135 validation_1-mae:6676.45264 [90] validation_0-mae:6465.46338 validation_1-mae:6672.62939 [91] validation_0-mae:6457.59522 validation_1-mae:6665.67041 [92] validation_0-mae:6450.43164 validation_1-mae:6662.21094 [93] validation_0-mae:6442.52686 validation_1-mae:6659.06592 [94] validation_0-mae:6435.18066 validation_1-mae:6653.72217 [95] validation_0-mae:6427.90039 validation_1-mae:6648.16406 [96] validation_0-mae:6421.48535 validation_1-mae:6644.18066 [97] validation_0-mae:6411.04785 validation_1-mae:6637.79199 [98] validation_0-mae:6403.91064 validation_1-mae:6631.46289 [99] validation_0-mae:6396.84228 validation_1-mae:6626.73584 [100] validation_0-mae:6388.18603 validation_1-mae:6619.76758 [101] validation_0-mae:6385.47559 validation_1-mae:6618.18506 [102] validation_0-mae:6377.70654 validation_1-mae:6615.06006 [103] validation_0-mae:6372.88721 validation_1-mae:6610.57520 [104] validation_0-mae:6367.11963 validation_1-mae:6606.59668 [105] validation_0-mae:6361.61133 validation_1-mae:6602.27344 [106] validation_0-mae:6354.73535 validation_1-mae:6599.59912 [107] validation_0-mae:6351.73486 validation_1-mae:6598.15186 [108] validation_0-mae:6347.29199 validation_1-mae:6595.40234 [109] validation_0-mae:6340.40186 validation_1-mae:6590.46338 [110] validation_0-mae:6332.76660 validation_1-mae:6584.81982 [111] validation_0-mae:6328.40234 validation_1-mae:6582.80566 [112] validation_0-mae:6324.09619 validation_1-mae:6578.79785 [113] validation_0-mae:6317.14746 validation_1-mae:6574.28857 [114] validation_0-mae:6312.28125 validation_1-mae:6571.02686 [115] validation_0-mae:6307.44629 validation_1-mae:6569.22510 [116] validation_0-mae:6303.75098 validation_1-mae:6566.21875 [117] validation_0-mae:6300.46240 validation_1-mae:6565.22412 [118] validation_0-mae:6285.49316 validation_1-mae:6553.82129 [119] validation_0-mae:6280.44287 validation_1-mae:6552.82715 [120] validation_0-mae:6275.94580 validation_1-mae:6550.88867 [121] validation_0-mae:6269.61475 validation_1-mae:6547.35889 [122] validation_0-mae:6265.71728 validation_1-mae:6545.73877 [123] validation_0-mae:6260.69434 validation_1-mae:6541.82178 [124] validation_0-mae:6255.40723 validation_1-mae:6537.40967 [125] validation_0-mae:6252.21533 validation_1-mae:6534.92432 [126] validation_0-mae:6248.73242 validation_1-mae:6532.52686 [127] validation_0-mae:6245.21240 validation_1-mae:6531.30762 [128] validation_0-mae:6239.31397 validation_1-mae:6527.96826 [129] validation_0-mae:6230.73389 validation_1-mae:6521.53320 [130] validation_0-mae:6222.81103 validation_1-mae:6517.40478 [131] validation_0-mae:6215.81250 validation_1-mae:6512.16113 [132] validation_0-mae:6208.52686 validation_1-mae:6505.40381 [133] validation_0-mae:6207.25000 validation_1-mae:6504.86963 [134] validation_0-mae:6200.48145 validation_1-mae:6501.22998 [135] validation_0-mae:6196.98242 validation_1-mae:6500.33740 [136] validation_0-mae:6191.95264 validation_1-mae:6496.11670 [137] validation_0-mae:6185.63721 validation_1-mae:6491.90772 [138] validation_0-mae:6179.22070 validation_1-mae:6486.88428 [139] validation_0-mae:6174.90674 validation_1-mae:6485.45605 [140] validation_0-mae:6170.86084 validation_1-mae:6483.14062 [141] validation_0-mae:6167.00098 validation_1-mae:6480.32275 [142] validation_0-mae:6162.78027 validation_1-mae:6479.54102 [143] validation_0-mae:6159.03955 validation_1-mae:6478.09131 [144] validation_0-mae:6156.55127 validation_1-mae:6476.71924 [145] validation_0-mae:6154.79004 validation_1-mae:6475.50732 [146] validation_0-mae:6150.08594 validation_1-mae:6473.05713 [147] validation_0-mae:6145.03369 validation_1-mae:6471.34131 [148] validation_0-mae:6141.25635 validation_1-mae:6470.03076 [149] validation_0-mae:6133.24268 validation_1-mae:6463.95996 [150] validation_0-mae:6129.84326 validation_1-mae:6462.36230 [151] validation_0-mae:6125.86621 validation_1-mae:6460.05176 [152] validation_0-mae:6117.30566 validation_1-mae:6453.08740 [153] validation_0-mae:6111.80615 validation_1-mae:6449.86523 [154] validation_0-mae:6105.25635 validation_1-mae:6448.50684 [155] validation_0-mae:6100.87012 validation_1-mae:6445.24316 [156] validation_0-mae:6095.81055 validation_1-mae:6442.71631 [157] validation_0-mae:6094.80420 validation_1-mae:6441.59326 [158] validation_0-mae:6091.64258 validation_1-mae:6440.71533 [159] validation_0-mae:6086.85352 validation_1-mae:6436.78467 [160] validation_0-mae:6079.98242 validation_1-mae:6431.35742 [161] validation_0-mae:6076.78516 validation_1-mae:6429.79688 [162] validation_0-mae:6073.68603 validation_1-mae:6428.84619 [163] validation_0-mae:6069.70703 validation_1-mae:6426.23828 [164] validation_0-mae:6066.64600 validation_1-mae:6424.63037 [165] validation_0-mae:6063.58154 validation_1-mae:6424.90137 [166] validation_0-mae:6060.31201 validation_1-mae:6423.27588 [167] validation_0-mae:6057.61572 validation_1-mae:6421.61963 [168] validation_0-mae:6052.45312 validation_1-mae:6419.77344 [169] validation_0-mae:6047.73926 validation_1-mae:6417.99805 [170] validation_0-mae:6045.80615 validation_1-mae:6417.32861 [171] validation_0-mae:6041.22510 validation_1-mae:6418.09961 [172] validation_0-mae:6039.63965 validation_1-mae:6417.92627 [173] validation_0-mae:6036.31836 validation_1-mae:6417.13525 [174] validation_0-mae:6032.70410 validation_1-mae:6415.40039 [175] validation_0-mae:6029.19238 validation_1-mae:6414.14160 [176] validation_0-mae:6025.88672 validation_1-mae:6413.06006 [177] validation_0-mae:6023.56934 validation_1-mae:6411.62109 [178] validation_0-mae:6021.21582 validation_1-mae:6410.49561 [179] validation_0-mae:6018.04834 validation_1-mae:6408.80225 [180] validation_0-mae:6015.53857 validation_1-mae:6407.01025 [181] validation_0-mae:6015.06055 validation_1-mae:6406.86719 [182] validation_0-mae:6008.23633 validation_1-mae:6403.51660 [183] validation_0-mae:5999.70898 validation_1-mae:6398.53027 [184] validation_0-mae:5996.48193 validation_1-mae:6397.36328 [185] validation_0-mae:5991.63135 validation_1-mae:6395.40869 [186] validation_0-mae:5989.04346 validation_1-mae:6395.57715 [187] validation_0-mae:5984.61719 validation_1-mae:6392.95020 [188] validation_0-mae:5980.36475 validation_1-mae:6391.15088 [189] validation_0-mae:5975.98926 validation_1-mae:6388.04785 [190] validation_0-mae:5969.76465 validation_1-mae:6384.97266 [191] validation_0-mae:5966.18164 validation_1-mae:6383.37158 [192] validation_0-mae:5963.09082 validation_1-mae:6382.81543 [193] validation_0-mae:5960.63672 validation_1-mae:6382.18652 [194] validation_0-mae:5959.54102 validation_1-mae:6381.56250 [195] validation_0-mae:5956.40967 validation_1-mae:6381.12939 [196] validation_0-mae:5953.78711 validation_1-mae:6379.14893 [197] validation_0-mae:5951.14551 validation_1-mae:6377.57520 [198] validation_0-mae:5948.77393 validation_1-mae:6376.22656 [199] validation_0-mae:5944.65039 validation_1-mae:6375.16602 [200] validation_0-mae:5942.31055 validation_1-mae:6374.19043 [201] validation_0-mae:5939.12744 validation_1-mae:6373.25049 [202] validation_0-mae:5935.48975 validation_1-mae:6372.68555 [203] validation_0-mae:5933.61426 validation_1-mae:6371.99902 [204] validation_0-mae:5927.83594 validation_1-mae:6370.08252 [205] validation_0-mae:5922.65967 validation_1-mae:6369.04102 [206] validation_0-mae:5918.70752 validation_1-mae:6366.46338 [207] validation_0-mae:5912.37598 validation_1-mae:6361.32031 [208] validation_0-mae:5910.04297 validation_1-mae:6360.74902 [209] validation_0-mae:5909.07812 validation_1-mae:6360.51416 [210] validation_0-mae:5906.16113 validation_1-mae:6360.00684 [211] validation_0-mae:5900.21045 validation_1-mae:6357.35254 [212] validation_0-mae:5896.07422 validation_1-mae:6355.73242 [213] validation_0-mae:5894.13623 validation_1-mae:6355.51367 [214] validation_0-mae:5891.35059 validation_1-mae:6354.56055 [215] validation_0-mae:5886.97900 validation_1-mae:6351.64795 [216] validation_0-mae:5883.60596 validation_1-mae:6351.53760 [217] validation_0-mae:5880.00342 validation_1-mae:6349.85791 [218] validation_0-mae:5878.79150 validation_1-mae:6349.14941 [219] validation_0-mae:5876.90820 validation_1-mae:6348.54150 [220] validation_0-mae:5874.62939 validation_1-mae:6346.84717 [221] validation_0-mae:5872.10400 validation_1-mae:6346.05762 [222] validation_0-mae:5867.57275 validation_1-mae:6343.51611 [223] validation_0-mae:5865.78857 validation_1-mae:6342.79980 [224] validation_0-mae:5865.01758 validation_1-mae:6342.74902 [225] validation_0-mae:5863.58057 validation_1-mae:6341.37256 [226] validation_0-mae:5860.97803 validation_1-mae:6342.05713 [227] validation_0-mae:5856.66406 validation_1-mae:6339.88916 [228] validation_0-mae:5852.91943 validation_1-mae:6336.90576 [229] validation_0-mae:5845.58594 validation_1-mae:6331.17920 [230] validation_0-mae:5839.43750 validation_1-mae:6326.91162 [231] validation_0-mae:5836.72705 validation_1-mae:6325.25488 [232] validation_0-mae:5833.36377 validation_1-mae:6323.50049 [233] validation_0-mae:5828.91455 validation_1-mae:6319.67578 [234] validation_0-mae:5825.32080 validation_1-mae:6318.77686 [235] validation_0-mae:5823.41162 validation_1-mae:6317.59033 [236] validation_0-mae:5821.31934 validation_1-mae:6316.60986 [237] validation_0-mae:5816.73242 validation_1-mae:6314.25000 [238] validation_0-mae:5815.86279 validation_1-mae:6313.81055 [239] validation_0-mae:5811.49170 validation_1-mae:6311.13525 [240] validation_0-mae:5808.39404 validation_1-mae:6310.06494 [241] validation_0-mae:5805.13330 validation_1-mae:6308.76807 [242] validation_0-mae:5803.43408 validation_1-mae:6308.39990 [243] validation_0-mae:5800.56494 validation_1-mae:6307.00439 [244] validation_0-mae:5798.26074 validation_1-mae:6305.57080 [245] validation_0-mae:5795.84180 validation_1-mae:6304.97363 [246] validation_0-mae:5794.55420 validation_1-mae:6304.35352 [247] validation_0-mae:5792.75830 validation_1-mae:6304.01953 [248] validation_0-mae:5789.75293 validation_1-mae:6303.10400 [249] validation_0-mae:5789.15283 validation_1-mae:6303.00244 [250] validation_0-mae:5784.59326 validation_1-mae:6301.08496 [251] validation_0-mae:5782.48291 validation_1-mae:6300.09668 [252] validation_0-mae:5780.14062 validation_1-mae:6299.69922 [253] validation_0-mae:5778.29834 validation_1-mae:6299.18848 [254] validation_0-mae:5776.72998 validation_1-mae:6299.22363 [255] validation_0-mae:5775.72607 validation_1-mae:6299.03662 [256] validation_0-mae:5773.73096 validation_1-mae:6298.40381 [257] validation_0-mae:5771.70215 validation_1-mae:6296.91699 [258] validation_0-mae:5770.25732 validation_1-mae:6295.94873 [259] validation_0-mae:5766.94775 validation_1-mae:6293.06543 [260] validation_0-mae:5765.38672 validation_1-mae:6293.00928 [261] validation_0-mae:5762.74414 validation_1-mae:6291.84082 [262] validation_0-mae:5760.84180 validation_1-mae:6292.32178 [263] validation_0-mae:5758.62353 validation_1-mae:6290.63330 [264] validation_0-mae:5755.70459 validation_1-mae:6290.14307 [265] validation_0-mae:5751.83398 validation_1-mae:6290.01416 [266] validation_0-mae:5748.02930 validation_1-mae:6287.15772 [267] validation_0-mae:5745.39941 validation_1-mae:6286.19727 [268] validation_0-mae:5742.47217 validation_1-mae:6284.22998 [269] validation_0-mae:5736.97705 validation_1-mae:6279.98242 [270] validation_0-mae:5733.43408 validation_1-mae:6278.88965 [271] validation_0-mae:5730.54102 validation_1-mae:6277.74658 [272] validation_0-mae:5723.48926 validation_1-mae:6274.72559 [273] validation_0-mae:5721.64062 validation_1-mae:6274.11572 [274] validation_0-mae:5720.67920 validation_1-mae:6274.44775 [275] validation_0-mae:5719.78760 validation_1-mae:6273.72363 [276] validation_0-mae:5715.82324 validation_1-mae:6271.53418 [277] validation_0-mae:5714.99512 validation_1-mae:6271.19775 [278] validation_0-mae:5713.94873 validation_1-mae:6271.04883 [279] validation_0-mae:5711.12988 validation_1-mae:6269.97412 [280] validation_0-mae:5706.86963 validation_1-mae:6267.95117 [281] validation_0-mae:5704.45312 validation_1-mae:6267.32031 [282] validation_0-mae:5702.69531 validation_1-mae:6266.21826 [283] validation_0-mae:5700.79102 validation_1-mae:6265.84424 [284] validation_0-mae:5698.29395 validation_1-mae:6264.39062 [285] validation_0-mae:5696.75635 validation_1-mae:6264.23535 [286] validation_0-mae:5696.09424 validation_1-mae:6263.99219 [287] validation_0-mae:5695.47803 validation_1-mae:6263.75684 [288] validation_0-mae:5690.74951 validation_1-mae:6261.90674 [289] validation_0-mae:5687.50439 validation_1-mae:6261.06787 [290] validation_0-mae:5685.48828 validation_1-mae:6260.11328 [291] validation_0-mae:5681.98779 validation_1-mae:6259.08496 [292] validation_0-mae:5680.81201 validation_1-mae:6258.16211 [293] validation_0-mae:5677.99609 validation_1-mae:6256.60205 [294] validation_0-mae:5675.66748 validation_1-mae:6255.97998 [295] validation_0-mae:5673.59961 validation_1-mae:6255.28662 [296] validation_0-mae:5672.67432 validation_1-mae:6254.90918 [297] validation_0-mae:5672.39355 validation_1-mae:6255.14795 [298] validation_0-mae:5670.76025 validation_1-mae:6254.58740 [299] validation_0-mae:5666.49609 validation_1-mae:6251.86377 [300] validation_0-mae:5663.90088 validation_1-mae:6251.25684 [301] validation_0-mae:5661.73242 validation_1-mae:6251.25391 [302] validation_0-mae:5660.14746 validation_1-mae:6251.03613 [303] validation_0-mae:5658.27002 validation_1-mae:6251.04346 [304] validation_0-mae:5654.53857 validation_1-mae:6250.69971 [305] validation_0-mae:5652.11084 validation_1-mae:6250.77978 [306] validation_0-mae:5650.68018 validation_1-mae:6250.61768 [307] validation_0-mae:5648.82031 validation_1-mae:6251.15576 [308] validation_0-mae:5647.25342 validation_1-mae:6250.24561 [309] validation_0-mae:5644.01904 validation_1-mae:6249.04443 [310] validation_0-mae:5643.12207 validation_1-mae:6248.64111 [311] validation_0-mae:5640.83789 validation_1-mae:6247.69824 [312] validation_0-mae:5637.75000 validation_1-mae:6246.78613 [313] validation_0-mae:5634.77734 validation_1-mae:6244.70752 [314] validation_0-mae:5631.51611 validation_1-mae:6243.32129 [315] validation_0-mae:5630.05762 validation_1-mae:6243.08984 [316] validation_0-mae:5625.92529 validation_1-mae:6242.55469 [317] validation_0-mae:5624.61523 validation_1-mae:6242.00147 [318] validation_0-mae:5622.19727 validation_1-mae:6241.59473 [319] validation_0-mae:5617.01904 validation_1-mae:6238.53027 [320] validation_0-mae:5613.09668 validation_1-mae:6236.81250 [321] validation_0-mae:5612.01709 validation_1-mae:6236.50879 [322] validation_0-mae:5611.85547 validation_1-mae:6236.73877 [323] validation_0-mae:5606.91992 validation_1-mae:6234.08545 [324] validation_0-mae:5605.77588 validation_1-mae:6233.39355 [325] validation_0-mae:5605.03955 validation_1-mae:6233.08008 [326] validation_0-mae:5602.93945 validation_1-mae:6232.64355 [327] validation_0-mae:5601.30371 validation_1-mae:6232.03906 [328] validation_0-mae:5600.76953 validation_1-mae:6232.06299 [329] validation_0-mae:5598.59766 validation_1-mae:6230.84277 [330] validation_0-mae:5594.14551 validation_1-mae:6229.00830 [331] validation_0-mae:5590.88672 validation_1-mae:6229.13965 [332] validation_0-mae:5587.76123 validation_1-mae:6227.74023 [333] validation_0-mae:5585.78174 validation_1-mae:6227.39551 [334] validation_0-mae:5583.84228 validation_1-mae:6227.58643 [335] validation_0-mae:5581.17920 validation_1-mae:6225.97119 [336] validation_0-mae:5579.10254 validation_1-mae:6225.12793 [337] validation_0-mae:5578.60840 validation_1-mae:6224.77539 [338] validation_0-mae:5576.51514 validation_1-mae:6224.94531 [339] validation_0-mae:5573.92676 validation_1-mae:6222.40674 [340] validation_0-mae:5571.31787 validation_1-mae:6222.21973 [341] validation_0-mae:5569.11377 validation_1-mae:6222.55566 [342] validation_0-mae:5567.29736 validation_1-mae:6222.58984 [343] validation_0-mae:5566.16064 validation_1-mae:6221.72266 [344] validation_0-mae:5562.20703 validation_1-mae:6220.46631 [345] validation_0-mae:5560.90381 validation_1-mae:6219.83887 [346] validation_0-mae:5558.05908 validation_1-mae:6219.08154 [347] validation_0-mae:5557.83936 validation_1-mae:6219.15820 [348] validation_0-mae:5555.32031 validation_1-mae:6219.23096 [349] validation_0-mae:5552.53027 validation_1-mae:6218.84228 [350] validation_0-mae:5549.46533 validation_1-mae:6218.59522 [351] validation_0-mae:5547.34814 validation_1-mae:6218.31982 [352] validation_0-mae:5545.00342 validation_1-mae:6217.09082 [353] validation_0-mae:5541.62891 validation_1-mae:6215.69482 [354] validation_0-mae:5539.54492 validation_1-mae:6215.29834 [355] validation_0-mae:5537.62256 validation_1-mae:6215.65478 [356] validation_0-mae:5532.91016 validation_1-mae:6213.29883 [357] validation_0-mae:5529.62793 validation_1-mae:6212.95459 [358] validation_0-mae:5528.72754 validation_1-mae:6212.89404 [359] validation_0-mae:5528.14404 validation_1-mae:6212.95801 [360] validation_0-mae:5527.60254 validation_1-mae:6212.96777 [361] validation_0-mae:5527.25586 validation_1-mae:6212.91455 [362] validation_0-mae:5525.41211 validation_1-mae:6211.80371 [363] validation_0-mae:5522.79053 validation_1-mae:6210.98291 [364] validation_0-mae:5519.10938 validation_1-mae:6209.60205 [365] validation_0-mae:5518.01660 validation_1-mae:6209.41748 [366] validation_0-mae:5514.26855 validation_1-mae:6207.78174 [367] validation_0-mae:5512.47852 validation_1-mae:6206.85498 [368] validation_0-mae:5509.76562 validation_1-mae:6206.14990 [369] validation_0-mae:5507.55713 validation_1-mae:6204.75049 [370] validation_0-mae:5505.96728 validation_1-mae:6204.33008 [371] validation_0-mae:5504.86475 validation_1-mae:6203.96973 [372] validation_0-mae:5501.99219 validation_1-mae:6202.77197 [373] validation_0-mae:5501.02002 validation_1-mae:6202.62109 [374] validation_0-mae:5496.93164 validation_1-mae:6202.01465 [375] validation_0-mae:5495.40674 validation_1-mae:6202.09717 [376] validation_0-mae:5493.02246 validation_1-mae:6201.69971 [377] validation_0-mae:5490.26367 validation_1-mae:6201.57422 [378] validation_0-mae:5487.12061 validation_1-mae:6200.13721 [379] validation_0-mae:5481.70215 validation_1-mae:6198.61377 [380] validation_0-mae:5480.19043 validation_1-mae:6198.44385 [381] validation_0-mae:5478.77588 validation_1-mae:6197.92480 [382] validation_0-mae:5477.40137 validation_1-mae:6197.93115 [383] validation_0-mae:5474.57520 validation_1-mae:6196.89111 [384] validation_0-mae:5472.26221 validation_1-mae:6196.47314 [385] validation_0-mae:5469.59668 validation_1-mae:6194.85010 [386] validation_0-mae:5466.41357 validation_1-mae:6193.85205 [387] validation_0-mae:5464.02100 validation_1-mae:6193.41846 [388] validation_0-mae:5462.90332 validation_1-mae:6192.29932 [389] validation_0-mae:5460.00391 validation_1-mae:6190.99756 [390] validation_0-mae:5458.12598 validation_1-mae:6190.79932 [391] validation_0-mae:5456.04834 validation_1-mae:6190.89648 [392] validation_0-mae:5453.75635 validation_1-mae:6190.41650 [393] validation_0-mae:5452.96533 validation_1-mae:6189.79932 [394] validation_0-mae:5447.91016 validation_1-mae:6188.22119 [395] validation_0-mae:5445.83398 validation_1-mae:6187.19287 [396] validation_0-mae:5444.22852 validation_1-mae:6186.43994 [397] validation_0-mae:5443.80664 validation_1-mae:6186.57129 [398] validation_0-mae:5443.30615 validation_1-mae:6186.16748 [399] validation_0-mae:5441.99414 validation_1-mae:6186.08154 [400] validation_0-mae:5440.99365 validation_1-mae:6185.35303 [401] validation_0-mae:5439.57031 validation_1-mae:6184.30615 [402] validation_0-mae:5436.87793 validation_1-mae:6184.18164 [403] validation_0-mae:5435.43701 validation_1-mae:6183.86182 [404] validation_0-mae:5434.79541 validation_1-mae:6183.84668 [405] validation_0-mae:5430.78272 validation_1-mae:6181.86621 [406] validation_0-mae:5428.43799 validation_1-mae:6180.76953 [407] validation_0-mae:5426.76123 validation_1-mae:6180.54053 [408] validation_0-mae:5425.57080 validation_1-mae:6180.07324 [409] validation_0-mae:5423.78809 validation_1-mae:6179.43555 [410] validation_0-mae:5422.84033 validation_1-mae:6179.36328 [411] validation_0-mae:5419.52295 validation_1-mae:6177.64453 [412] validation_0-mae:5416.65430 validation_1-mae:6176.05469 [413] validation_0-mae:5414.29395 validation_1-mae:6174.76221 [414] validation_0-mae:5412.43115 validation_1-mae:6173.40332 [415] validation_0-mae:5411.61670 validation_1-mae:6173.57764 [416] validation_0-mae:5410.07764 validation_1-mae:6173.36182 [417] validation_0-mae:5405.86572 validation_1-mae:6173.11719 [418] validation_0-mae:5404.34766 validation_1-mae:6173.64307 [419] validation_0-mae:5403.26172 validation_1-mae:6173.08252 [420] validation_0-mae:5402.83936 validation_1-mae:6172.91895 [421] validation_0-mae:5402.08643 validation_1-mae:6172.51709 [422] validation_0-mae:5401.69238 validation_1-mae:6172.60254 [423] validation_0-mae:5399.77393 validation_1-mae:6173.36768 [424] validation_0-mae:5397.61914 validation_1-mae:6172.67432 [425] validation_0-mae:5395.31152 validation_1-mae:6171.99707 [426] validation_0-mae:5393.52100 validation_1-mae:6171.42188 [427] validation_0-mae:5391.30762 validation_1-mae:6171.06494 [428] validation_0-mae:5390.29443 validation_1-mae:6171.24658 [429] validation_0-mae:5388.21533 validation_1-mae:6171.21387 [430] validation_0-mae:5384.34814 validation_1-mae:6171.91553 [431] validation_0-mae:5380.87402 validation_1-mae:6170.11426 [432] validation_0-mae:5379.03857 validation_1-mae:6169.92627 [433] validation_0-mae:5377.52637 validation_1-mae:6169.17480 [434] validation_0-mae:5374.04102 validation_1-mae:6167.20117 [435] validation_0-mae:5373.45020 validation_1-mae:6167.30225 [436] validation_0-mae:5370.77441 validation_1-mae:6166.35059 [437] validation_0-mae:5370.34766 validation_1-mae:6166.14062 [438] validation_0-mae:5367.63477 validation_1-mae:6164.25195 [439] validation_0-mae:5364.23584 validation_1-mae:6162.64990 [440] validation_0-mae:5361.63086 validation_1-mae:6162.08740 [441] validation_0-mae:5360.47266 validation_1-mae:6162.13037 [442] validation_0-mae:5359.72998 validation_1-mae:6161.98682 [443] validation_0-mae:5359.50830 validation_1-mae:6161.88232 [444] validation_0-mae:5356.49951 validation_1-mae:6160.31055 [445] validation_0-mae:5355.28467 validation_1-mae:6160.21973 [446] validation_0-mae:5353.95996 validation_1-mae:6159.44141 [447] validation_0-mae:5353.18311 validation_1-mae:6159.16064 [448] validation_0-mae:5351.32031 validation_1-mae:6159.03125 [449] validation_0-mae:5349.95605 validation_1-mae:6159.36279 [450] validation_0-mae:5347.19971 validation_1-mae:6158.89307 [451] validation_0-mae:5345.45508 validation_1-mae:6157.65820 [452] validation_0-mae:5344.00098 validation_1-mae:6158.11670 [453] validation_0-mae:5342.63623 validation_1-mae:6158.15527 [454] validation_0-mae:5339.02441 validation_1-mae:6155.19775 [455] validation_0-mae:5337.68701 validation_1-mae:6155.21387 [456] validation_0-mae:5335.81299 validation_1-mae:6155.19678 [457] validation_0-mae:5332.80225 validation_1-mae:6153.84082 [458] validation_0-mae:5331.32861 validation_1-mae:6153.69678 [459] validation_0-mae:5329.10010 validation_1-mae:6152.50000 [460] validation_0-mae:5328.92236 validation_1-mae:6152.52930 [461] validation_0-mae:5327.78076 validation_1-mae:6152.30566 [462] validation_0-mae:5325.53467 validation_1-mae:6151.43897 [463] validation_0-mae:5324.15039 validation_1-mae:6151.25977 [464] validation_0-mae:5322.69043 validation_1-mae:6151.30127 [465] validation_0-mae:5321.30078 validation_1-mae:6151.12744 [466] validation_0-mae:5320.20166 validation_1-mae:6150.94873 [467] validation_0-mae:5318.00049 validation_1-mae:6150.04883 [468] validation_0-mae:5316.03467 validation_1-mae:6148.56201 [469] validation_0-mae:5313.34473 validation_1-mae:6146.29053 [470] validation_0-mae:5310.51514 validation_1-mae:6145.54834 [471] validation_0-mae:5308.99512 validation_1-mae:6145.31982 [472] validation_0-mae:5308.91064 validation_1-mae:6145.27051 [473] validation_0-mae:5307.87744 validation_1-mae:6145.29834 [474] validation_0-mae:5306.68066 validation_1-mae:6145.23145 [475] validation_0-mae:5304.14746 validation_1-mae:6144.00977 [476] validation_0-mae:5301.86377 validation_1-mae:6143.08203 [477] validation_0-mae:5299.29248 validation_1-mae:6142.08057 [478] validation_0-mae:5296.57568 validation_1-mae:6142.25147 [479] validation_0-mae:5294.79053 validation_1-mae:6142.02490 [480] validation_0-mae:5292.96338 validation_1-mae:6141.77246 [481] validation_0-mae:5291.58887 validation_1-mae:6141.32812 [482] validation_0-mae:5289.09863 validation_1-mae:6139.79199 [483] validation_0-mae:5285.90576 validation_1-mae:6137.91846 [484] validation_0-mae:5285.65576 validation_1-mae:6137.98975 [485] validation_0-mae:5284.14600 validation_1-mae:6137.77881 [486] validation_0-mae:5283.37207 validation_1-mae:6137.47754 [487] validation_0-mae:5282.41699 validation_1-mae:6137.19629 [488] validation_0-mae:5280.78320 validation_1-mae:6137.43262 [489] validation_0-mae:5279.75977 validation_1-mae:6137.29004 [490] validation_0-mae:5276.89355 validation_1-mae:6136.22314 [491] validation_0-mae:5275.88037 validation_1-mae:6136.75635 [492] validation_0-mae:5274.65918 validation_1-mae:6136.72217 [493] validation_0-mae:5274.36475 validation_1-mae:6136.64355 [494] validation_0-mae:5272.61328 validation_1-mae:6136.85938 [495] validation_0-mae:5272.01270 validation_1-mae:6136.99463 [496] validation_0-mae:5270.65186 validation_1-mae:6137.31738 [497] validation_0-mae:5268.81055 validation_1-mae:6137.73535 [498] validation_0-mae:5267.41895 validation_1-mae:6137.94775 [499] validation_0-mae:5266.03320 validation_1-mae:6138.45117 [500] validation_0-mae:5263.25879 validation_1-mae:6137.27295 [501] validation_0-mae:5261.46240 validation_1-mae:6136.79980 [502] validation_0-mae:5259.84522 validation_1-mae:6136.76221 [503] validation_0-mae:5258.51514 validation_1-mae:6135.83887 [504] validation_0-mae:5258.24707 validation_1-mae:6135.92236 [505] validation_0-mae:5258.18359 validation_1-mae:6136.12988 [506] validation_0-mae:5255.70117 validation_1-mae:6135.24072 [507] validation_0-mae:5254.07178 validation_1-mae:6135.22461 [508] validation_0-mae:5252.01611 validation_1-mae:6134.36475 [509] validation_0-mae:5248.60840 validation_1-mae:6134.28174 [510] validation_0-mae:5248.11426 validation_1-mae:6133.60596 [511] validation_0-mae:5245.76416 validation_1-mae:6132.51953 [512] validation_0-mae:5241.56348 validation_1-mae:6130.68457 [513] validation_0-mae:5240.49365 validation_1-mae:6131.05615 [514] validation_0-mae:5237.39453 validation_1-mae:6130.49805 [515] validation_0-mae:5235.64551 validation_1-mae:6129.35791 [516] validation_0-mae:5234.83398 validation_1-mae:6129.03076 [517] validation_0-mae:5232.94775 validation_1-mae:6128.69434 [518] validation_0-mae:5230.48193 validation_1-mae:6128.75732 [519] validation_0-mae:5229.83496 validation_1-mae:6128.50488 [520] validation_0-mae:5228.81934 validation_1-mae:6129.20947 [521] validation_0-mae:5228.64990 validation_1-mae:6129.25684 [522] validation_0-mae:5227.68652 validation_1-mae:6128.97119 [523] validation_0-mae:5226.36621 validation_1-mae:6129.27686 [524] validation_0-mae:5225.20996 validation_1-mae:6129.17822 [525] validation_0-mae:5223.85352 validation_1-mae:6129.29492 [526] validation_0-mae:5222.30225 validation_1-mae:6128.62598 [527] validation_0-mae:5219.03272 validation_1-mae:6127.48047 [528] validation_0-mae:5218.36133 validation_1-mae:6127.15332 [529] validation_0-mae:5218.01807 validation_1-mae:6127.15478 [530] validation_0-mae:5217.19580 validation_1-mae:6126.66895 [531] validation_0-mae:5216.59326 validation_1-mae:6126.78125 [532] validation_0-mae:5213.55322 validation_1-mae:6127.31494 [533] validation_0-mae:5212.23193 validation_1-mae:6127.22559 [534] validation_0-mae:5210.70801 validation_1-mae:6126.55713 [535] validation_0-mae:5207.84033 validation_1-mae:6124.90088 [536] validation_0-mae:5205.07178 validation_1-mae:6123.89941 [537] validation_0-mae:5203.42090 validation_1-mae:6123.57471 [538] validation_0-mae:5202.46680 validation_1-mae:6122.73193 [539] validation_0-mae:5200.10205 validation_1-mae:6122.84180 [540] validation_0-mae:5197.62744 validation_1-mae:6122.77832 [541] validation_0-mae:5196.80469 validation_1-mae:6122.48877 [542] validation_0-mae:5195.62695 validation_1-mae:6122.10547 [543] validation_0-mae:5194.41162 validation_1-mae:6121.81445 [544] validation_0-mae:5190.18603 validation_1-mae:6121.56494 [545] validation_0-mae:5188.85547 validation_1-mae:6121.29932 [546] validation_0-mae:5187.20898 validation_1-mae:6120.51270 [547] validation_0-mae:5186.97070 validation_1-mae:6120.39648 [548] validation_0-mae:5186.60742 validation_1-mae:6120.20312 [549] validation_0-mae:5185.49756 validation_1-mae:6120.20752 [550] validation_0-mae:5183.78760 validation_1-mae:6119.13818 [551] validation_0-mae:5183.62256 validation_1-mae:6118.98486 [552] validation_0-mae:5183.09228 validation_1-mae:6119.06543 [553] validation_0-mae:5181.86279 validation_1-mae:6118.37891 [554] validation_0-mae:5180.17627 validation_1-mae:6118.21484 [555] validation_0-mae:5179.67383 validation_1-mae:6118.05566 [556] validation_0-mae:5179.31982 validation_1-mae:6118.12012 [557] validation_0-mae:5175.44189 validation_1-mae:6118.22998 [558] validation_0-mae:5174.19629 validation_1-mae:6118.47070 [559] validation_0-mae:5173.58496 validation_1-mae:6119.14990 [560] validation_0-mae:5171.79346 validation_1-mae:6118.22705 [561] validation_0-mae:5169.08789 validation_1-mae:6117.83594 [562] validation_0-mae:5167.80469 validation_1-mae:6117.64551 [563] validation_0-mae:5166.35645 validation_1-mae:6117.64502 [564] validation_0-mae:5165.47266 validation_1-mae:6117.52734 [565] validation_0-mae:5164.04150 validation_1-mae:6117.04053 [566] validation_0-mae:5163.07910 validation_1-mae:6116.64990 [567] validation_0-mae:5162.60889 validation_1-mae:6116.25635 [568] validation_0-mae:5162.08301 validation_1-mae:6116.10449 [569] validation_0-mae:5160.86865 validation_1-mae:6115.74365 [570] validation_0-mae:5160.78272 validation_1-mae:6115.74414 [571] validation_0-mae:5159.32959 validation_1-mae:6115.52832 [572] validation_0-mae:5158.12939 validation_1-mae:6115.15283 [573] validation_0-mae:5156.39990 validation_1-mae:6114.60693 [574] validation_0-mae:5154.12158 validation_1-mae:6115.21973 [575] validation_0-mae:5151.87500 validation_1-mae:6114.89062 [576] validation_0-mae:5149.88965 validation_1-mae:6114.98145 [577] validation_0-mae:5148.11865 validation_1-mae:6114.81445 [578] validation_0-mae:5147.33301 validation_1-mae:6115.06592 [579] validation_0-mae:5146.21240 validation_1-mae:6115.59570 [580] validation_0-mae:5144.36768 validation_1-mae:6115.15137 [581] validation_0-mae:5143.43799 validation_1-mae:6114.69336 [582] validation_0-mae:5141.50684 validation_1-mae:6114.24463 [583] validation_0-mae:5138.73877 validation_1-mae:6113.92285 [584] validation_0-mae:5137.72852 validation_1-mae:6113.30664 [585] validation_0-mae:5136.47852 validation_1-mae:6112.94873 [586] validation_0-mae:5133.68262 validation_1-mae:6111.91162 [587] validation_0-mae:5133.57080 validation_1-mae:6112.03174 [588] validation_0-mae:5132.52539 validation_1-mae:6112.36572 [589] validation_0-mae:5131.85596 validation_1-mae:6112.68750 [590] validation_0-mae:5130.68066 validation_1-mae:6112.17236 [591] validation_0-mae:5130.31543 validation_1-mae:6112.16309 [592] validation_0-mae:5127.34522 validation_1-mae:6111.16846 [593] validation_0-mae:5126.25098 validation_1-mae:6111.66846 [594] validation_0-mae:5125.63672 validation_1-mae:6111.48047 [595] validation_0-mae:5122.81494 validation_1-mae:6109.62109 [596] validation_0-mae:5121.08008 validation_1-mae:6109.45996 [597] validation_0-mae:5117.70068 validation_1-mae:6109.50537 [598] validation_0-mae:5115.85107 validation_1-mae:6109.39160 [599] validation_0-mae:5114.22510 validation_1-mae:6109.21094 [600] validation_0-mae:5110.54199 validation_1-mae:6107.29102 [601] validation_0-mae:5107.46240 validation_1-mae:6106.65918 [602] validation_0-mae:5104.78125 validation_1-mae:6105.34912 [603] validation_0-mae:5101.91260 validation_1-mae:6104.40234 [604] validation_0-mae:5099.75879 validation_1-mae:6104.18262 [605] validation_0-mae:5097.88477 validation_1-mae:6103.72949 [606] validation_0-mae:5095.54541 validation_1-mae:6102.68750 [607] validation_0-mae:5093.97998 validation_1-mae:6102.67334 [608] validation_0-mae:5091.96436 validation_1-mae:6101.96484 [609] validation_0-mae:5090.46436 validation_1-mae:6100.80908 [610] validation_0-mae:5089.50684 validation_1-mae:6100.78076 [611] validation_0-mae:5086.85059 validation_1-mae:6099.24561 [612] validation_0-mae:5085.10840 validation_1-mae:6099.18750 [613] validation_0-mae:5083.89160 validation_1-mae:6098.60205 [614] validation_0-mae:5082.57227 validation_1-mae:6098.14307 [615] validation_0-mae:5081.83594 validation_1-mae:6098.36963 [616] validation_0-mae:5079.93066 validation_1-mae:6097.82812 [617] validation_0-mae:5078.35254 validation_1-mae:6097.60400 [618] validation_0-mae:5077.33398 validation_1-mae:6096.99463 [619] validation_0-mae:5074.06885 validation_1-mae:6096.04443 [620] validation_0-mae:5073.51611 validation_1-mae:6096.04053 [621] validation_0-mae:5071.89160 validation_1-mae:6095.17822 [622] validation_0-mae:5069.61426 validation_1-mae:6096.68262 [623] validation_0-mae:5067.11670 validation_1-mae:6096.57910 [624] validation_0-mae:5066.83105 validation_1-mae:6096.54541 [625] validation_0-mae:5065.28125 validation_1-mae:6096.61865 [626] validation_0-mae:5064.23682 validation_1-mae:6096.59814 [627] validation_0-mae:5062.62061 validation_1-mae:6096.45508 [628] validation_0-mae:5060.98486 validation_1-mae:6095.76318 [629] validation_0-mae:5060.82324 validation_1-mae:6095.75391 [630] validation_0-mae:5060.78857 validation_1-mae:6095.91699 [631] validation_0-mae:5058.62207 validation_1-mae:6095.84961 [632] validation_0-mae:5057.46436 validation_1-mae:6096.20654 [633] validation_0-mae:5056.96973 validation_1-mae:6095.83545 [634] validation_0-mae:5054.00977 validation_1-mae:6094.93018 [635] validation_0-mae:5050.65723 validation_1-mae:6093.55811 [636] validation_0-mae:5048.77978 validation_1-mae:6092.89697 [637] validation_0-mae:5047.15186 validation_1-mae:6092.45068 [638] validation_0-mae:5046.45459 validation_1-mae:6092.59961 [639] validation_0-mae:5045.59961 validation_1-mae:6092.34717 [640] validation_0-mae:5043.46289 validation_1-mae:6091.51074 [641] validation_0-mae:5042.15772 validation_1-mae:6090.88525 [642] validation_0-mae:5041.39795 validation_1-mae:6090.58594 [643] validation_0-mae:5040.31445 validation_1-mae:6090.32373 [644] validation_0-mae:5038.97266 validation_1-mae:6090.43652 [645] validation_0-mae:5037.85986 validation_1-mae:6090.26953 [646] validation_0-mae:5035.59766 validation_1-mae:6089.68359 [647] validation_0-mae:5033.48779 validation_1-mae:6089.22754 [648] validation_0-mae:5031.03760 validation_1-mae:6089.12451 [649] validation_0-mae:5029.91211 validation_1-mae:6089.54443 [650] validation_0-mae:5029.42188 validation_1-mae:6089.50391 [651] validation_0-mae:5028.64258 validation_1-mae:6088.96582 [652] validation_0-mae:5027.54541 validation_1-mae:6089.05615 [653] validation_0-mae:5027.40234 validation_1-mae:6088.97900 [654] validation_0-mae:5026.40430 validation_1-mae:6088.78955 [655] validation_0-mae:5026.33789 validation_1-mae:6088.77539 [656] validation_0-mae:5025.07910 validation_1-mae:6088.39697 [657] validation_0-mae:5022.95312 validation_1-mae:6087.43408 [658] validation_0-mae:5021.51855 validation_1-mae:6086.65234 [659] validation_0-mae:5021.17725 validation_1-mae:6086.46143 [660] validation_0-mae:5019.22412 validation_1-mae:6085.85547 [661] validation_0-mae:5017.69824 validation_1-mae:6084.52002 [662] validation_0-mae:5015.61572 validation_1-mae:6084.09424 [663] validation_0-mae:5014.67969 validation_1-mae:6083.52051 [664] validation_0-mae:5013.53906 validation_1-mae:6083.43750 [665] validation_0-mae:5012.36572 validation_1-mae:6082.38232 [666] validation_0-mae:5011.62842 validation_1-mae:6082.04004 [667] validation_0-mae:5010.49512 validation_1-mae:6082.06885 [668] validation_0-mae:5008.87256 validation_1-mae:6081.42627 [669] validation_0-mae:5006.62988 validation_1-mae:6080.79980 [670] validation_0-mae:5004.56397 validation_1-mae:6079.73047 [671] validation_0-mae:5003.06397 validation_1-mae:6080.16846 [672] validation_0-mae:5001.78467 validation_1-mae:6080.26416 [673] validation_0-mae:5000.43066 validation_1-mae:6080.35986 [674] validation_0-mae:4998.29639 validation_1-mae:6079.12695 [675] validation_0-mae:4995.79297 validation_1-mae:6077.45996 [676] validation_0-mae:4994.26172 validation_1-mae:6077.25488 [677] validation_0-mae:4993.03662 validation_1-mae:6077.05518 [678] validation_0-mae:4992.73047 validation_1-mae:6076.96631 [679] validation_0-mae:4992.10742 validation_1-mae:6076.49121 [680] validation_0-mae:4991.60400 validation_1-mae:6076.45947 [681] validation_0-mae:4991.46973 validation_1-mae:6076.51416 [682] validation_0-mae:4991.39551 validation_1-mae:6076.57715 [683] validation_0-mae:4990.52002 validation_1-mae:6076.29443 [684] validation_0-mae:4989.27637 validation_1-mae:6075.79248 [685] validation_0-mae:4987.84912 validation_1-mae:6075.26074 [686] validation_0-mae:4987.20068 validation_1-mae:6075.28906 [687] validation_0-mae:4986.94482 validation_1-mae:6075.36426 [688] validation_0-mae:4986.30127 validation_1-mae:6075.51465 [689] validation_0-mae:4986.19971 validation_1-mae:6075.51074 [690] validation_0-mae:4985.29639 validation_1-mae:6076.00049 [691] validation_0-mae:4983.84326 validation_1-mae:6075.74170 [692] validation_0-mae:4982.91748 validation_1-mae:6075.80859 [693] validation_0-mae:4981.61426 validation_1-mae:6075.25147 [694] validation_0-mae:4981.10791 validation_1-mae:6075.36328 [695] validation_0-mae:4979.22168 validation_1-mae:6075.25879 [696] validation_0-mae:4978.01562 validation_1-mae:6075.06201 [697] validation_0-mae:4977.34180 validation_1-mae:6075.03613 [698] validation_0-mae:4976.50049 validation_1-mae:6074.95020 [699] validation_0-mae:4973.49072 validation_1-mae:6074.14453 [700] validation_0-mae:4971.61084 validation_1-mae:6073.72266 [701] validation_0-mae:4970.42627 validation_1-mae:6073.66162 [702] validation_0-mae:4967.66943 validation_1-mae:6073.18603 [703] validation_0-mae:4966.72998 validation_1-mae:6073.02344 [704] validation_0-mae:4965.16748 validation_1-mae:6072.40186 [705] validation_0-mae:4964.15430 validation_1-mae:6072.48730 [706] validation_0-mae:4963.06592 validation_1-mae:6072.00439 [707] validation_0-mae:4962.84228 validation_1-mae:6071.96973 [708] validation_0-mae:4961.82471 validation_1-mae:6072.32568 [709] validation_0-mae:4961.24316 validation_1-mae:6071.99023 [710] validation_0-mae:4960.02637 validation_1-mae:6071.71973 [711] validation_0-mae:4959.74268 validation_1-mae:6071.54932 [712] validation_0-mae:4958.02490 validation_1-mae:6071.08203 [713] validation_0-mae:4957.27978 validation_1-mae:6070.87647 [714] validation_0-mae:4955.67871 validation_1-mae:6069.96680 [715] validation_0-mae:4953.85938 validation_1-mae:6069.64355 [716] validation_0-mae:4950.75098 validation_1-mae:6067.72803 [717] validation_0-mae:4948.77881 validation_1-mae:6067.41895 [718] validation_0-mae:4946.99853 validation_1-mae:6066.81445 [719] validation_0-mae:4945.68945 validation_1-mae:6066.11523 [720] validation_0-mae:4944.20947 validation_1-mae:6065.38428 [721] validation_0-mae:4942.93897 validation_1-mae:6065.85596 [722] validation_0-mae:4941.48096 validation_1-mae:6065.33252 [723] validation_0-mae:4940.75000 validation_1-mae:6064.93506 [724] validation_0-mae:4939.59326 validation_1-mae:6064.84668 [725] validation_0-mae:4938.98682 validation_1-mae:6065.03223 [726] validation_0-mae:4936.64111 validation_1-mae:6064.68897 [727] validation_0-mae:4935.57617 validation_1-mae:6064.83984 [728] validation_0-mae:4934.09424 validation_1-mae:6064.22754 [729] validation_0-mae:4931.16211 validation_1-mae:6062.85254 [730] validation_0-mae:4928.26904 validation_1-mae:6062.68408 [731] validation_0-mae:4926.04492 validation_1-mae:6062.57373 [732] validation_0-mae:4924.97266 validation_1-mae:6062.93408 [733] validation_0-mae:4923.28955 validation_1-mae:6063.54443 [734] validation_0-mae:4922.95557 validation_1-mae:6063.46094 [735] validation_0-mae:4922.12109 validation_1-mae:6063.54297 [736] validation_0-mae:4920.85352 validation_1-mae:6063.41064 [737] validation_0-mae:4919.98242 validation_1-mae:6063.62061 [738] validation_0-mae:4918.22314 validation_1-mae:6062.92529 [739] validation_0-mae:4917.10596 validation_1-mae:6063.53174 [740] validation_0-mae:4914.81299 validation_1-mae:6062.95898 [741] validation_0-mae:4913.82373 validation_1-mae:6062.62793 [742] validation_0-mae:4912.04883 validation_1-mae:6062.01172 [743] validation_0-mae:4910.66016 validation_1-mae:6062.36426 [744] validation_0-mae:4908.59277 validation_1-mae:6061.00488 [745] validation_0-mae:4907.72266 validation_1-mae:6061.41016 [746] validation_0-mae:4907.64355 validation_1-mae:6061.47803 [747] validation_0-mae:4905.90381 validation_1-mae:6061.22852 [748] validation_0-mae:4903.03027 validation_1-mae:6061.80859 [749] validation_0-mae:4901.04053 validation_1-mae:6061.42725 [750] validation_0-mae:4900.23242 validation_1-mae:6061.51318 [751] validation_0-mae:4898.59082 validation_1-mae:6060.66260 [752] validation_0-mae:4897.83936 validation_1-mae:6060.37939 [753] validation_0-mae:4895.91602 validation_1-mae:6060.27930 [754] validation_0-mae:4895.22266 validation_1-mae:6059.94971 [755] validation_0-mae:4893.60303 validation_1-mae:6059.13135 [756] validation_0-mae:4891.71289 validation_1-mae:6058.19434 [757] validation_0-mae:4890.69678 validation_1-mae:6058.19873 [758] validation_0-mae:4890.08252 validation_1-mae:6058.23047 [759] validation_0-mae:4888.63428 validation_1-mae:6057.60693 [760] validation_0-mae:4887.65381 validation_1-mae:6057.81982 [761] validation_0-mae:4885.36230 validation_1-mae:6057.23730 [762] validation_0-mae:4883.03272 validation_1-mae:6057.24023 [763] validation_0-mae:4881.34863 validation_1-mae:6056.63379 [764] validation_0-mae:4880.07129 validation_1-mae:6056.30322 [765] validation_0-mae:4877.19922 validation_1-mae:6055.73145 [766] validation_0-mae:4876.47119 validation_1-mae:6055.59570 [767] validation_0-mae:4875.77100 validation_1-mae:6055.60938 [768] validation_0-mae:4875.33594 validation_1-mae:6055.85742 [769] validation_0-mae:4874.79199 validation_1-mae:6055.84131 [770] validation_0-mae:4873.48828 validation_1-mae:6055.25195 [771] validation_0-mae:4871.76123 validation_1-mae:6054.85059 [772] validation_0-mae:4869.24219 validation_1-mae:6055.10986 [773] validation_0-mae:4866.88184 validation_1-mae:6054.87353 [774] validation_0-mae:4864.16553 validation_1-mae:6054.56689 [775] validation_0-mae:4862.70068 validation_1-mae:6054.15088 [776] validation_0-mae:4860.43897 validation_1-mae:6052.97607 [777] validation_0-mae:4859.35547 validation_1-mae:6053.04053 [778] validation_0-mae:4858.44482 validation_1-mae:6052.64111 [779] validation_0-mae:4857.76367 validation_1-mae:6052.52881 [780] validation_0-mae:4857.17432 validation_1-mae:6052.49414 [781] validation_0-mae:4857.05518 validation_1-mae:6052.42432 [782] validation_0-mae:4856.20459 validation_1-mae:6052.27881 [783] validation_0-mae:4855.44385 validation_1-mae:6052.38721 [784] validation_0-mae:4853.68457 validation_1-mae:6052.05469 [785] validation_0-mae:4851.29785 validation_1-mae:6051.34570 [786] validation_0-mae:4848.78857 validation_1-mae:6050.85693 [787] validation_0-mae:4847.93311 validation_1-mae:6050.49707 [788] validation_0-mae:4846.55664 validation_1-mae:6050.12158 [789] validation_0-mae:4845.04590 validation_1-mae:6049.23828 [790] validation_0-mae:4843.72852 validation_1-mae:6048.63428 [791] validation_0-mae:4843.41943 validation_1-mae:6048.53760 [792] validation_0-mae:4842.19580 validation_1-mae:6048.66309 [793] validation_0-mae:4841.03223 validation_1-mae:6048.15430 [794] validation_0-mae:4839.06836 validation_1-mae:6048.97803 [795] validation_0-mae:4836.90967 validation_1-mae:6048.31885 [796] validation_0-mae:4836.35254 validation_1-mae:6048.58008 [797] validation_0-mae:4835.86670 validation_1-mae:6048.38672 [798] validation_0-mae:4834.67139 validation_1-mae:6047.77734 [799] validation_0-mae:4833.65967 validation_1-mae:6047.41406 [800] validation_0-mae:4833.13037 validation_1-mae:6047.68115 [801] validation_0-mae:4832.17871 validation_1-mae:6047.90918 [802] validation_0-mae:4830.54834 validation_1-mae:6047.39746 [803] validation_0-mae:4828.66699 validation_1-mae:6047.39062 [804] validation_0-mae:4826.79883 validation_1-mae:6047.47266 [805] validation_0-mae:4825.83301 validation_1-mae:6047.67139 [806] validation_0-mae:4825.44824 validation_1-mae:6047.65527 [807] validation_0-mae:4824.58838 validation_1-mae:6047.61328 [808] validation_0-mae:4824.11768 validation_1-mae:6047.30664 [809] validation_0-mae:4822.90088 validation_1-mae:6047.26807 [810] validation_0-mae:4821.78955 validation_1-mae:6047.41309 [811] validation_0-mae:4820.91064 validation_1-mae:6046.86426 [812] validation_0-mae:4820.87207 validation_1-mae:6046.92627 [813] validation_0-mae:4820.66211 validation_1-mae:6046.74023 [814] validation_0-mae:4819.26123 validation_1-mae:6046.41455 [815] validation_0-mae:4818.54980 validation_1-mae:6046.17285 [816] validation_0-mae:4817.41650 validation_1-mae:6046.05957 [817] validation_0-mae:4816.12744 validation_1-mae:6046.27344 [818] validation_0-mae:4815.24268 validation_1-mae:6046.06494 [819] validation_0-mae:4814.83740 validation_1-mae:6046.07275 [820] validation_0-mae:4813.94629 validation_1-mae:6045.68115 [821] validation_0-mae:4811.80371 validation_1-mae:6044.40772 [822] validation_0-mae:4811.68701 validation_1-mae:6044.44434 [823] validation_0-mae:4811.37647 validation_1-mae:6044.33057 [824] validation_0-mae:4809.61475 validation_1-mae:6044.21826 [825] validation_0-mae:4808.54932 validation_1-mae:6043.84863 [826] validation_0-mae:4807.77588 validation_1-mae:6044.00098 [827] validation_0-mae:4807.34717 validation_1-mae:6044.13428 [828] validation_0-mae:4806.35352 validation_1-mae:6044.08057 [829] validation_0-mae:4805.59961 validation_1-mae:6044.43701 [830] validation_0-mae:4805.43262 validation_1-mae:6044.44238 [831] validation_0-mae:4803.88037 validation_1-mae:6044.18066 [832] validation_0-mae:4803.23242 validation_1-mae:6044.00342 [833] validation_0-mae:4802.67773 validation_1-mae:6044.19678 [834] validation_0-mae:4799.91846 validation_1-mae:6043.39160 [835] validation_0-mae:4799.49316 validation_1-mae:6043.31397 [836] validation_0-mae:4798.62256 validation_1-mae:6042.88623 [837] validation_0-mae:4796.03613 validation_1-mae:6042.50879 [838] validation_0-mae:4795.03076 validation_1-mae:6042.29688 [839] validation_0-mae:4794.06592 validation_1-mae:6042.52588 [840] validation_0-mae:4792.13623 validation_1-mae:6042.06006 [841] validation_0-mae:4791.09570 validation_1-mae:6041.79785 [842] validation_0-mae:4789.47998 validation_1-mae:6042.39209 [843] validation_0-mae:4788.63672 validation_1-mae:6042.37842 [844] validation_0-mae:4787.99072 validation_1-mae:6042.14941 [845] validation_0-mae:4785.88574 validation_1-mae:6042.41846 [846] validation_0-mae:4783.58545 validation_1-mae:6041.75977 [847] validation_0-mae:4781.42285 validation_1-mae:6041.29150 [848] validation_0-mae:4780.03760 validation_1-mae:6040.86328 [849] validation_0-mae:4779.04590 validation_1-mae:6040.56494 [850] validation_0-mae:4776.45068 validation_1-mae:6039.19238 [851] validation_0-mae:4774.77930 validation_1-mae:6039.39746 [852] validation_0-mae:4772.16504 validation_1-mae:6039.67773 [853] validation_0-mae:4771.42480 validation_1-mae:6039.90430 [854] validation_0-mae:4770.33789 validation_1-mae:6039.70898 [855] validation_0-mae:4768.73340 validation_1-mae:6038.47900 [856] validation_0-mae:4767.64209 validation_1-mae:6038.73584 [857] validation_0-mae:4765.05078 validation_1-mae:6038.41357 [858] validation_0-mae:4762.72461 validation_1-mae:6038.53467 [859] validation_0-mae:4762.15332 validation_1-mae:6038.61572 [860] validation_0-mae:4761.31934 validation_1-mae:6038.83447 [861] validation_0-mae:4759.47363 validation_1-mae:6038.18506 [862] validation_0-mae:4757.42871 validation_1-mae:6037.55664 [863] validation_0-mae:4755.59033 validation_1-mae:6037.06006 [864] validation_0-mae:4753.42041 validation_1-mae:6037.76318 [865] validation_0-mae:4751.43408 validation_1-mae:6037.57373 [866] validation_0-mae:4749.73340 validation_1-mae:6037.72070 [867] validation_0-mae:4749.05518 validation_1-mae:6037.46582 [868] validation_0-mae:4747.89111 validation_1-mae:6036.91699 [869] validation_0-mae:4746.09180 validation_1-mae:6036.24902 [870] validation_0-mae:4743.66064 validation_1-mae:6036.71777 [871] validation_0-mae:4743.22510 validation_1-mae:6036.76904 [872] validation_0-mae:4741.23682 validation_1-mae:6036.24951 [873] validation_0-mae:4739.94141 validation_1-mae:6035.99853 [874] validation_0-mae:4738.25781 validation_1-mae:6036.07666 [875] validation_0-mae:4736.56006 validation_1-mae:6035.88867 [876] validation_0-mae:4735.39258 validation_1-mae:6035.36865 [877] validation_0-mae:4734.20117 validation_1-mae:6035.11133 [878] validation_0-mae:4732.67090 validation_1-mae:6034.78906 [879] validation_0-mae:4732.28711 validation_1-mae:6034.80518 [880] validation_0-mae:4731.87988 validation_1-mae:6034.92578 [881] validation_0-mae:4729.94238 validation_1-mae:6035.08057 [882] validation_0-mae:4728.36328 validation_1-mae:6035.12451 [883] validation_0-mae:4727.62598 validation_1-mae:6035.16504 [884] validation_0-mae:4727.32471 validation_1-mae:6035.09961 [885] validation_0-mae:4725.89502 validation_1-mae:6034.68408 [886] validation_0-mae:4724.60742 validation_1-mae:6034.81299 [887] validation_0-mae:4723.69531 validation_1-mae:6035.11670 [888] validation_0-mae:4722.38086 validation_1-mae:6034.48242 [889] validation_0-mae:4720.96875 validation_1-mae:6034.47217 [890] validation_0-mae:4719.39014 validation_1-mae:6034.16846 [891] validation_0-mae:4717.81006 validation_1-mae:6033.90283 [892] validation_0-mae:4716.67432 validation_1-mae:6033.78857 [893] validation_0-mae:4715.49316 validation_1-mae:6033.43359 [894] validation_0-mae:4714.43115 validation_1-mae:6033.71436 [895] validation_0-mae:4712.72217 validation_1-mae:6033.86035 [896] validation_0-mae:4711.65869 validation_1-mae:6034.42773 [897] validation_0-mae:4711.05615 validation_1-mae:6034.17529 [898] validation_0-mae:4710.08594 validation_1-mae:6034.06982 [899] validation_0-mae:4709.40478 validation_1-mae:6033.88574 [900] validation_0-mae:4708.53027 validation_1-mae:6033.56103 [901] validation_0-mae:4707.88965 validation_1-mae:6033.24316 [902] validation_0-mae:4707.84961 validation_1-mae:6033.29199 [903] validation_0-mae:4707.75293 validation_1-mae:6033.32227 [904] validation_0-mae:4706.78564 validation_1-mae:6032.81738 [905] validation_0-mae:4705.28125 validation_1-mae:6031.74023 [906] validation_0-mae:4704.12744 validation_1-mae:6031.67578 [907] validation_0-mae:4703.06836 validation_1-mae:6031.20459 [908] validation_0-mae:4700.87695 validation_1-mae:6030.51758 [909] validation_0-mae:4700.17529 validation_1-mae:6030.19043 [910] validation_0-mae:4699.67236 validation_1-mae:6029.73389 [911] validation_0-mae:4699.20410 validation_1-mae:6029.87891 [912] validation_0-mae:4697.19629 validation_1-mae:6030.39990 [913] validation_0-mae:4694.99658 validation_1-mae:6029.56006 [914] validation_0-mae:4694.37647 validation_1-mae:6029.78223 [915] validation_0-mae:4694.15283 validation_1-mae:6029.75879 [916] validation_0-mae:4693.02295 validation_1-mae:6029.41943 [917] validation_0-mae:4691.00439 validation_1-mae:6028.35352 [918] validation_0-mae:4690.38330 validation_1-mae:6028.44678 [919] validation_0-mae:4688.80615 validation_1-mae:6028.03369 [920] validation_0-mae:4686.89014 validation_1-mae:6028.39941 [921] validation_0-mae:4685.03369 validation_1-mae:6029.44385 [922] validation_0-mae:4684.26660 validation_1-mae:6029.56885 [923] validation_0-mae:4683.77295 validation_1-mae:6029.78711 [924] validation_0-mae:4683.02637 validation_1-mae:6029.54492 [925] validation_0-mae:4680.95947 validation_1-mae:6029.68457 [926] validation_0-mae:4678.67969 validation_1-mae:6030.14990 [927] validation_0-mae:4676.87353 validation_1-mae:6029.19141 [928] validation_0-mae:4675.84717 validation_1-mae:6029.27978 [929] validation_0-mae:4675.29492 validation_1-mae:6029.61768 [930] validation_0-mae:4674.25732 validation_1-mae:6029.47754 [931] validation_0-mae:4673.42822 validation_1-mae:6028.73584 [932] validation_0-mae:4672.83545 validation_1-mae:6028.86279 [933] validation_0-mae:4672.07324 validation_1-mae:6028.61963 [934] validation_0-mae:4671.89795 validation_1-mae:6028.57861 [935] validation_0-mae:4670.36279 validation_1-mae:6028.78760 [936] validation_0-mae:4670.17725 validation_1-mae:6028.64697 [937] validation_0-mae:4669.36768 validation_1-mae:6028.68408 [938] validation_0-mae:4668.43945 validation_1-mae:6028.16797 [939] validation_0-mae:4666.17480 validation_1-mae:6027.61084 [940] validation_0-mae:4665.13135 validation_1-mae:6027.74756 [941] validation_0-mae:4664.02637 validation_1-mae:6027.68164 [942] validation_0-mae:4662.56641 validation_1-mae:6028.23438 [943] validation_0-mae:4661.81934 validation_1-mae:6028.06494 [944] validation_0-mae:4661.67236 validation_1-mae:6028.07568 [945] validation_0-mae:4661.20117 validation_1-mae:6027.79541 [946] validation_0-mae:4660.48877 validation_1-mae:6027.59424 [947] validation_0-mae:4659.50488 validation_1-mae:6027.21240 [948] validation_0-mae:4658.01416 validation_1-mae:6027.00879 [949] validation_0-mae:4657.34912 validation_1-mae:6027.04395 [950] validation_0-mae:4655.33154 validation_1-mae:6026.96338 [951] validation_0-mae:4654.56152 validation_1-mae:6027.45508 [952] validation_0-mae:4652.88281 validation_1-mae:6027.75244 [953] validation_0-mae:4652.45264 validation_1-mae:6027.84619 [954] validation_0-mae:4651.42529 validation_1-mae:6027.60156 [955] validation_0-mae:4651.18603 validation_1-mae:6027.64600 [956] validation_0-mae:4650.71484 validation_1-mae:6027.55078 [957] validation_0-mae:4649.14990 validation_1-mae:6027.23535 [958] validation_0-mae:4648.98926 validation_1-mae:6027.27393 [959] validation_0-mae:4648.45947 validation_1-mae:6027.12207 [960] validation_0-mae:4647.57324 validation_1-mae:6026.92383 [961] validation_0-mae:4647.52637 validation_1-mae:6026.94727 [962] validation_0-mae:4647.03418 validation_1-mae:6026.59277 [963] validation_0-mae:4646.69873 validation_1-mae:6026.50537 [964] validation_0-mae:4645.62207 validation_1-mae:6027.19092 [965] validation_0-mae:4643.60791 validation_1-mae:6026.63525 [966] validation_0-mae:4642.56982 validation_1-mae:6026.69775 [967] validation_0-mae:4641.89697 validation_1-mae:6026.55908 [968] validation_0-mae:4639.74170 validation_1-mae:6025.98682 [969] validation_0-mae:4639.01123 validation_1-mae:6026.34131 [970] validation_0-mae:4638.14307 validation_1-mae:6026.13721 [971] validation_0-mae:4637.80469 validation_1-mae:6026.18603 [972] validation_0-mae:4637.62647 validation_1-mae:6026.03662 [973] validation_0-mae:4636.07275 validation_1-mae:6025.74365 [974] validation_0-mae:4633.61182 validation_1-mae:6025.64844 [975] validation_0-mae:4631.41797 validation_1-mae:6025.27783 [976] validation_0-mae:4630.22461 validation_1-mae:6025.78418 [977] validation_0-mae:4628.35547 validation_1-mae:6026.01855 [978] validation_0-mae:4626.26270 validation_1-mae:6024.98242 [979] validation_0-mae:4625.33301 validation_1-mae:6024.88672 [980] validation_0-mae:4624.24121 validation_1-mae:6024.68945 [981] validation_0-mae:4623.81738 validation_1-mae:6024.87744 [982] validation_0-mae:4622.24072 validation_1-mae:6024.79395 [983] validation_0-mae:4620.93897 validation_1-mae:6024.89111 [984] validation_0-mae:4619.27490 validation_1-mae:6024.71973 [985] validation_0-mae:4616.78418 validation_1-mae:6023.69727 [986] validation_0-mae:4614.62061 validation_1-mae:6023.25293 [987] validation_0-mae:4613.42578 validation_1-mae:6022.98975 [988] validation_0-mae:4611.90234 validation_1-mae:6023.05957 [989] validation_0-mae:4610.84814 validation_1-mae:6022.96924 [990] validation_0-mae:4609.98535 validation_1-mae:6022.60693 [991] validation_0-mae:4608.52832 validation_1-mae:6021.85352 [992] validation_0-mae:4606.21875 validation_1-mae:6022.45068 [993] validation_0-mae:4604.51465 validation_1-mae:6022.39307 [994] validation_0-mae:4603.72217 validation_1-mae:6022.61621 [995] validation_0-mae:4602.56885 validation_1-mae:6022.56250 [996] validation_0-mae:4601.97705 validation_1-mae:6022.45850 [997] validation_0-mae:4601.38281 validation_1-mae:6022.34326 [998] validation_0-mae:4600.68457 validation_1-mae:6022.60059 [999] validation_0-mae:4599.94141 validation_1-mae:6022.94092 [1000] validation_0-mae:4599.58496 validation_1-mae:6023.25488 [1001] validation_0-mae:4598.51611 validation_1-mae:6023.59522 [1002] validation_0-mae:4597.96533 validation_1-mae:6023.81250 [1003] validation_0-mae:4597.14404 validation_1-mae:6023.70020 [1004] validation_0-mae:4596.53955 validation_1-mae:6023.29980 [1005] validation_0-mae:4596.12988 validation_1-mae:6023.18750 [1006] validation_0-mae:4595.51807 validation_1-mae:6023.63818 [1007] validation_0-mae:4594.85400 validation_1-mae:6023.74316 [1008] validation_0-mae:4594.13184 validation_1-mae:6023.68799 [1009] validation_0-mae:4592.57861 validation_1-mae:6023.84668 [1010] validation_0-mae:4591.84717 validation_1-mae:6023.90967 [1011] validation_0-mae:4591.12500 validation_1-mae:6023.72607 [1012] validation_0-mae:4590.27930 validation_1-mae:6023.68262 [1013] validation_0-mae:4589.69092 validation_1-mae:6023.73096 [1014] validation_0-mae:4588.67090 validation_1-mae:6023.09228 [1015] validation_0-mae:4588.21338 validation_1-mae:6023.08105 [1016] validation_0-mae:4587.39453 validation_1-mae:6022.53467 [1017] validation_0-mae:4586.38379 validation_1-mae:6022.33936 [1018] validation_0-mae:4585.73730 validation_1-mae:6022.97998 [1019] validation_0-mae:4584.81494 validation_1-mae:6022.78711 [1020] validation_0-mae:4582.00342 validation_1-mae:6021.60254 [1021] validation_0-mae:4581.26416 validation_1-mae:6021.66895 [1022] validation_0-mae:4579.62402 validation_1-mae:6022.04053 [1023] validation_0-mae:4578.45752 validation_1-mae:6023.08447 [1024] validation_0-mae:4577.77930 validation_1-mae:6023.63965 [1025] validation_0-mae:4577.69434 validation_1-mae:6023.68408 [1026] validation_0-mae:4576.92725 validation_1-mae:6023.51514 [1027] validation_0-mae:4576.19727 validation_1-mae:6023.65674 [1028] validation_0-mae:4575.00928 validation_1-mae:6023.21143 [1029] validation_0-mae:4574.22070 validation_1-mae:6023.09619 [1030] validation_0-mae:4572.77490 validation_1-mae:6022.92236 [1031] validation_0-mae:4571.76318 validation_1-mae:6022.98926 [1032] validation_0-mae:4569.19434 validation_1-mae:6021.66260 [1033] validation_0-mae:4567.77197 validation_1-mae:6021.56641 [1034] validation_0-mae:4566.83105 validation_1-mae:6021.65234 [1035] validation_0-mae:4565.90820 validation_1-mae:6021.60840 [1036] validation_0-mae:4565.00439 validation_1-mae:6021.70898 [1037] validation_0-mae:4563.87891 validation_1-mae:6021.60889 [1038] validation_0-mae:4562.88232 validation_1-mae:6022.13281 [1039] validation_0-mae:4561.77588 validation_1-mae:6022.79883 [1040] validation_0-mae:4560.80029 validation_1-mae:6022.78174 [1041] validation_0-mae:4559.88818 validation_1-mae:6022.56787 [1042] validation_0-mae:4559.23975 validation_1-mae:6022.50293 [1043] validation_0-mae:4558.06543 validation_1-mae:6021.85791 [1044] validation_0-mae:4556.80078 validation_1-mae:6021.53857 [1045] validation_0-mae:4555.53955 validation_1-mae:6021.14697 [1046] validation_0-mae:4554.39844 validation_1-mae:6020.85791 [1047] validation_0-mae:4553.47363 validation_1-mae:6020.53906 [1048] validation_0-mae:4552.56787 validation_1-mae:6020.39502 [1049] validation_0-mae:4551.51709 validation_1-mae:6020.43457 [1050] validation_0-mae:4549.39990 validation_1-mae:6020.40772 [1051] validation_0-mae:4548.37842 validation_1-mae:6020.15186 [1052] validation_0-mae:4546.12353 validation_1-mae:6020.91309 [1053] validation_0-mae:4544.31103 validation_1-mae:6021.22949 [1054] validation_0-mae:4543.37500 validation_1-mae:6021.28809 [1055] validation_0-mae:4542.65674 validation_1-mae:6021.00537 [1056] validation_0-mae:4541.86328 validation_1-mae:6021.18555 [1057] validation_0-mae:4540.19775 validation_1-mae:6021.34180 [1058] validation_0-mae:4538.80713 validation_1-mae:6021.41357 [1059] validation_0-mae:4537.31348 validation_1-mae:6021.30322 [1060] validation_0-mae:4536.13428 validation_1-mae:6021.73828 [1061] validation_0-mae:4535.14746 validation_1-mae:6021.28955 [1062] validation_0-mae:4534.47998 validation_1-mae:6021.77930 [1063] validation_0-mae:4532.99951 validation_1-mae:6021.40723 [1064] validation_0-mae:4531.78564 validation_1-mae:6020.44824 [1065] validation_0-mae:4530.42139 validation_1-mae:6021.29346 [1066] validation_0-mae:4528.12842 validation_1-mae:6020.93311 [1067] validation_0-mae:4526.12109 validation_1-mae:6021.68164 [1068] validation_0-mae:4524.59277 validation_1-mae:6021.20459 [1069] validation_0-mae:4523.12451 validation_1-mae:6021.38184 [1070] validation_0-mae:4522.49805 validation_1-mae:6021.39404 [1071] validation_0-mae:4521.68897 validation_1-mae:6021.16113 [1072] validation_0-mae:4520.37451 validation_1-mae:6021.52393 [1073] validation_0-mae:4519.26318 validation_1-mae:6021.43994 [1074] validation_0-mae:4518.58008 validation_1-mae:6021.42822 [1075] validation_0-mae:4517.78467 validation_1-mae:6021.20361 [1076] validation_0-mae:4517.39941 validation_1-mae:6021.18799 [1077] validation_0-mae:4517.28662 validation_1-mae:6021.15918 [1078] validation_0-mae:4516.18994 validation_1-mae:6020.85010 [1079] validation_0-mae:4514.79004 validation_1-mae:6020.78076 [1080] validation_0-mae:4513.75439 validation_1-mae:6020.37207 [1081] validation_0-mae:4511.54492 validation_1-mae:6019.94482 [1082] validation_0-mae:4509.51074 validation_1-mae:6019.25635 [1083] validation_0-mae:4507.21924 validation_1-mae:6019.16699 [1084] validation_0-mae:4506.67041 validation_1-mae:6019.28125 [1085] validation_0-mae:4506.07812 validation_1-mae:6018.97998 [1086] validation_0-mae:4504.82910 validation_1-mae:6018.82910 [1087] validation_0-mae:4503.65967 validation_1-mae:6018.85205 [1088] validation_0-mae:4500.98438 validation_1-mae:6018.00244 [1089] validation_0-mae:4499.98340 validation_1-mae:6017.99951 [1090] validation_0-mae:4498.81348 validation_1-mae:6018.91406 [1091] validation_0-mae:4496.83545 validation_1-mae:6018.67529 [1092] validation_0-mae:4495.37061 validation_1-mae:6018.87549 [1093] validation_0-mae:4494.14209 validation_1-mae:6018.12988 [1094] validation_0-mae:4491.37061 validation_1-mae:6017.73877 [1095] validation_0-mae:4488.37158 validation_1-mae:6016.03418 [1096] validation_0-mae:4486.66602 validation_1-mae:6016.41406 [1097] validation_0-mae:4485.22754 validation_1-mae:6016.15674 [1098] validation_0-mae:4484.01758 validation_1-mae:6015.83301 [1099] validation_0-mae:4482.44482 validation_1-mae:6015.60303 [1100] validation_0-mae:4481.61084 validation_1-mae:6015.56445 [1101] validation_0-mae:4480.12353 validation_1-mae:6015.63379 [1102] validation_0-mae:4479.01074 validation_1-mae:6015.15137 [1103] validation_0-mae:4478.31982 validation_1-mae:6014.74707 [1104] validation_0-mae:4477.00439 validation_1-mae:6014.79297 [1105] validation_0-mae:4475.58398 validation_1-mae:6014.88135 [1106] validation_0-mae:4474.52588 validation_1-mae:6014.41406 [1107] validation_0-mae:4473.54346 validation_1-mae:6014.25586 [1108] validation_0-mae:4472.16602 validation_1-mae:6014.04980 [1109] validation_0-mae:4470.35742 validation_1-mae:6014.04980 [1110] validation_0-mae:4468.01611 validation_1-mae:6014.02148 [1111] validation_0-mae:4466.33301 validation_1-mae:6014.43897 [1112] validation_0-mae:4464.69580 validation_1-mae:6014.32178 [1113] validation_0-mae:4463.14111 validation_1-mae:6014.02100 [1114] validation_0-mae:4461.59668 validation_1-mae:6014.62012 [1115] validation_0-mae:4460.29883 validation_1-mae:6014.74316 [1116] validation_0-mae:4458.50781 validation_1-mae:6015.22022 [1117] validation_0-mae:4457.76221 validation_1-mae:6015.28760 [1118] validation_0-mae:4455.62891 validation_1-mae:6015.29053 [1119] validation_0-mae:4454.82520 validation_1-mae:6015.54443 [1120] validation_0-mae:4454.30371 validation_1-mae:6015.35010 [1121] validation_0-mae:4453.53174 validation_1-mae:6014.94336 [1122] validation_0-mae:4451.87744 validation_1-mae:6015.38965 [1123] validation_0-mae:4451.50732 validation_1-mae:6015.56738 [1124] validation_0-mae:4450.86035 validation_1-mae:6014.99365 [1125] validation_0-mae:4449.92236 validation_1-mae:6014.93408 [1126] validation_0-mae:4448.90137 validation_1-mae:6014.58691 [1127] validation_0-mae:4448.83740 validation_1-mae:6014.66650 [1128] validation_0-mae:4448.51270 validation_1-mae:6014.84180 [1129] validation_0-mae:4446.94629 validation_1-mae:6014.83154 [1130] validation_0-mae:4445.61084 validation_1-mae:6014.99658 [1131] validation_0-mae:4445.13867 validation_1-mae:6014.94775 [1132] validation_0-mae:4443.38965 validation_1-mae:6015.24951 [1133] validation_0-mae:4442.70996 validation_1-mae:6015.53613 [1134] validation_0-mae:4441.77344 validation_1-mae:6015.55957 [1135] validation_0-mae:4441.02393 validation_1-mae:6015.64404 [1136] validation_0-mae:4439.61816 validation_1-mae:6015.39990 [1137] validation_0-mae:4439.54834 validation_1-mae:6015.42920 [1138] validation_0-mae:4439.44580 validation_1-mae:6015.54785 [1139] validation_0-mae:4438.76904 validation_1-mae:6015.41162 [1140] validation_0-mae:4437.58545 validation_1-mae:6015.23291 [1141] validation_0-mae:4436.84522 validation_1-mae:6015.07080 [1142] validation_0-mae:4436.26514 validation_1-mae:6014.85693 [1143] validation_0-mae:4435.42920 validation_1-mae:6014.63721 [1144] validation_0-mae:4433.30811 validation_1-mae:6014.27295 [1145] validation_0-mae:4432.82764 validation_1-mae:6014.06055 [1146] validation_0-mae:4431.33838 validation_1-mae:6013.43408 [1147] validation_0-mae:4430.21338 validation_1-mae:6013.41016 [1148] validation_0-mae:4429.11865 validation_1-mae:6013.42139 [1149] validation_0-mae:4428.05957 validation_1-mae:6013.02686 [1150] validation_0-mae:4427.15820 validation_1-mae:6013.13379 [1151] validation_0-mae:4426.57959 validation_1-mae:6013.06836 [1152] validation_0-mae:4425.81055 validation_1-mae:6013.41553 [1153] validation_0-mae:4424.23730 validation_1-mae:6013.50977 [1154] validation_0-mae:4423.43945 validation_1-mae:6013.55322 [1155] validation_0-mae:4423.22168 validation_1-mae:6013.44482 [1156] validation_0-mae:4422.95312 validation_1-mae:6013.72949 [1157] validation_0-mae:4421.14648 validation_1-mae:6013.23633 [1158] validation_0-mae:4420.63867 validation_1-mae:6013.35840 [1159] validation_0-mae:4419.49756 validation_1-mae:6013.59326 [1160] validation_0-mae:4418.92090 validation_1-mae:6013.37744 [1161] validation_0-mae:4416.93945 validation_1-mae:6012.98438 [1162] validation_0-mae:4415.14746 validation_1-mae:6012.96777 [1163] validation_0-mae:4413.35645 validation_1-mae:6012.74219 [1164] validation_0-mae:4411.50293 validation_1-mae:6012.90088 [1165] validation_0-mae:4411.31397 validation_1-mae:6012.90967 [1166] validation_0-mae:4410.86816 validation_1-mae:6012.71973 [1167] validation_0-mae:4410.00098 validation_1-mae:6012.82666 [1168] validation_0-mae:4408.12109 validation_1-mae:6012.06348 [1169] validation_0-mae:4408.06250 validation_1-mae:6012.05420 [1170] validation_0-mae:4406.66748 validation_1-mae:6011.96533 [1171] validation_0-mae:4405.31397 validation_1-mae:6011.57373 [1172] validation_0-mae:4404.38037 validation_1-mae:6011.02393 [1173] validation_0-mae:4403.16699 validation_1-mae:6010.17529 [1174] validation_0-mae:4402.59131 validation_1-mae:6010.08398 [1175] validation_0-mae:4401.59033 validation_1-mae:6010.38916 [1176] validation_0-mae:4400.72803 validation_1-mae:6010.30859 [1177] validation_0-mae:4399.51074 validation_1-mae:6010.12598 [1178] validation_0-mae:4398.72022 validation_1-mae:6010.46338 [1179] validation_0-mae:4397.90527 validation_1-mae:6010.26709 [1180] validation_0-mae:4396.43262 validation_1-mae:6009.47900 [1181] validation_0-mae:4395.89062 validation_1-mae:6009.59570 [1182] validation_0-mae:4395.11426 validation_1-mae:6009.39209 [1183] validation_0-mae:4394.69531 validation_1-mae:6009.27148 [1184] validation_0-mae:4393.72803 validation_1-mae:6009.45459 [1185] validation_0-mae:4392.89844 validation_1-mae:6009.10303 [1186] validation_0-mae:4392.37647 validation_1-mae:6009.03516 [1187] validation_0-mae:4391.60693 validation_1-mae:6008.86572 [1188] validation_0-mae:4391.16016 validation_1-mae:6009.00293 [1189] validation_0-mae:4390.11475 validation_1-mae:6009.16162 [1190] validation_0-mae:4389.16553 validation_1-mae:6009.07178 [1191] validation_0-mae:4387.74609 validation_1-mae:6009.61475 [1192] validation_0-mae:4386.03955 validation_1-mae:6008.98975 [1193] validation_0-mae:4384.39697 validation_1-mae:6009.14941 [1194] validation_0-mae:4383.50977 validation_1-mae:6009.36279 [1195] validation_0-mae:4381.83545 validation_1-mae:6010.08447 [1196] validation_0-mae:4380.50781 validation_1-mae:6010.10059 [1197] validation_0-mae:4380.46631 validation_1-mae:6010.25635 [1198] validation_0-mae:4378.88086 validation_1-mae:6010.20312 [1199] validation_0-mae:4378.18018 validation_1-mae:6009.99365 [1200] validation_0-mae:4377.85156 validation_1-mae:6010.15137 [1201] validation_0-mae:4376.88965 validation_1-mae:6010.09473 [1202] validation_0-mae:4375.90625 validation_1-mae:6009.57178 [1203] validation_0-mae:4374.91064 validation_1-mae:6009.22998 [1204] validation_0-mae:4374.20068 validation_1-mae:6009.13525 [1205] validation_0-mae:4373.30566 validation_1-mae:6009.29150 [1206] validation_0-mae:4372.54199 validation_1-mae:6009.15625 [1207] validation_0-mae:4371.84033 validation_1-mae:6009.19043 [1208] validation_0-mae:4371.32324 validation_1-mae:6009.03906 [1209] validation_0-mae:4369.99219 validation_1-mae:6008.85596 [1210] validation_0-mae:4369.32373 validation_1-mae:6008.81348 [1211] validation_0-mae:4368.81689 validation_1-mae:6008.57617 [1212] validation_0-mae:4368.19385 validation_1-mae:6008.72412 [1213] validation_0-mae:4367.58447 validation_1-mae:6008.83838 [1214] validation_0-mae:4367.14404 validation_1-mae:6008.77637 [1215] validation_0-mae:4366.87793 validation_1-mae:6008.68115 [1216] validation_0-mae:4366.11230 validation_1-mae:6008.69922 [1217] validation_0-mae:4366.04932 validation_1-mae:6008.69287 [1218] validation_0-mae:4365.50732 validation_1-mae:6008.53174 [1219] validation_0-mae:4365.27588 validation_1-mae:6008.63867 [1220] validation_0-mae:4364.30762 validation_1-mae:6008.77734 [1221] validation_0-mae:4363.40576 validation_1-mae:6008.68750 [1222] validation_0-mae:4363.28174 validation_1-mae:6008.79541 [1223] validation_0-mae:4362.09082 validation_1-mae:6008.43018 [1224] validation_0-mae:4361.27832 validation_1-mae:6008.05908 [1225] validation_0-mae:4360.44971 validation_1-mae:6008.14893 [1226] validation_0-mae:4359.76221 validation_1-mae:6007.71143 [1227] validation_0-mae:4358.95264 validation_1-mae:6007.38135 [1228] validation_0-mae:4358.64160 validation_1-mae:6007.39062 [1229] validation_0-mae:4357.77978 validation_1-mae:6006.78467 [1230] validation_0-mae:4356.31787 validation_1-mae:6006.70361 [1231] validation_0-mae:4355.90820 validation_1-mae:6006.93115 [1232] validation_0-mae:4355.20215 validation_1-mae:6006.64990 [1233] validation_0-mae:4354.31201 validation_1-mae:6006.98779 [1234] validation_0-mae:4353.87109 validation_1-mae:6006.89404 [1235] validation_0-mae:4352.81689 validation_1-mae:6006.77051 [1236] validation_0-mae:4352.29883 validation_1-mae:6006.42822 [1237] validation_0-mae:4350.96826 validation_1-mae:6006.51807 [1238] validation_0-mae:4349.56738 validation_1-mae:6006.25830 [1239] validation_0-mae:4348.99170 validation_1-mae:6006.24707 [1240] validation_0-mae:4348.44824 validation_1-mae:6006.38330 [1241] validation_0-mae:4346.54102 validation_1-mae:6005.92432 [1242] validation_0-mae:4345.55225 validation_1-mae:6005.76758 [1243] validation_0-mae:4344.86182 validation_1-mae:6005.60059 [1244] validation_0-mae:4344.70508 validation_1-mae:6005.64648 [1245] validation_0-mae:4343.77539 validation_1-mae:6005.57471 [1246] validation_0-mae:4342.98291 validation_1-mae:6005.47412 [1247] validation_0-mae:4341.92236 validation_1-mae:6005.21680 [1248] validation_0-mae:4340.27783 validation_1-mae:6005.44531 [1249] validation_0-mae:4339.02930 validation_1-mae:6005.75732 [1250] validation_0-mae:4337.35889 validation_1-mae:6005.10938 [1251] validation_0-mae:4336.24609 validation_1-mae:6005.19531 [1252] validation_0-mae:4335.12939 validation_1-mae:6004.69092 [1253] validation_0-mae:4333.98047 validation_1-mae:6004.90674 [1254] validation_0-mae:4333.47803 validation_1-mae:6004.98828 [1255] validation_0-mae:4331.83740 validation_1-mae:6004.99609 [1256] validation_0-mae:4331.25342 validation_1-mae:6005.43555 [1257] validation_0-mae:4330.68652 validation_1-mae:6005.42139 [1258] validation_0-mae:4329.84180 validation_1-mae:6005.77393 [1259] validation_0-mae:4327.49072 validation_1-mae:6006.82812 [1260] validation_0-mae:4326.78467 validation_1-mae:6006.64404 [1261] validation_0-mae:4326.02441 validation_1-mae:6006.66650 [1262] validation_0-mae:4325.95947 validation_1-mae:6006.71045 [1263] validation_0-mae:4325.55176 validation_1-mae:6006.91406 [1264] validation_0-mae:4324.80029 validation_1-mae:6006.92432 [1265] validation_0-mae:4322.66260 validation_1-mae:6006.41846 [1266] validation_0-mae:4321.95459 validation_1-mae:6006.27734 [1267] validation_0-mae:4321.13184 validation_1-mae:6006.64258 [1268] validation_0-mae:4320.26465 validation_1-mae:6006.75293 [1269] validation_0-mae:4318.32178 validation_1-mae:6007.33252 [1270] validation_0-mae:4317.00391 validation_1-mae:6007.08496 [1271] validation_0-mae:4316.20117 validation_1-mae:6007.15186 [1272] validation_0-mae:4315.59570 validation_1-mae:6007.15918 [1273] validation_0-mae:4314.35205 validation_1-mae:6007.54883 [1274] validation_0-mae:4313.58545 validation_1-mae:6007.39795 [1275] validation_0-mae:4312.91455 validation_1-mae:6007.56934 [1276] validation_0-mae:4312.41504 validation_1-mae:6007.61426 [1277] validation_0-mae:4311.61035 validation_1-mae:6007.52881 [1278] validation_0-mae:4310.65381 validation_1-mae:6007.63379 [1279] validation_0-mae:4309.62793 validation_1-mae:6007.99609 [1280] validation_0-mae:4307.80078 validation_1-mae:6008.19238 [1281] validation_0-mae:4306.91016 validation_1-mae:6008.48828 [1282] validation_0-mae:4305.95850 validation_1-mae:6008.39648 [1283] validation_0-mae:4304.61523 validation_1-mae:6008.03760 [1284] validation_0-mae:4304.10156 validation_1-mae:6008.11475 [1285] validation_0-mae:4302.01562 validation_1-mae:6008.13281 [1286] validation_0-mae:4300.67090 validation_1-mae:6007.55420 [1287] validation_0-mae:4299.66309 validation_1-mae:6007.61230 [1288] validation_0-mae:4298.48730 validation_1-mae:6007.70068 [1289] validation_0-mae:4297.73828 validation_1-mae:6007.45215 [1290] validation_0-mae:4296.91357 validation_1-mae:6007.06250 [1291] validation_0-mae:4296.24951 validation_1-mae:6007.24707 [1292] validation_0-mae:4295.42578 validation_1-mae:6007.31250 [1293] validation_0-mae:4295.28076 validation_1-mae:6007.34473 [1294] validation_0-mae:4294.00537 validation_1-mae:6007.70068 [1295] validation_0-mae:4292.05420 validation_1-mae:6008.72510 [1296] validation_0-mae:4290.66357 validation_1-mae:6008.53809 [1297] validation_0-mae:4290.07373 validation_1-mae:6008.58838 [1298] validation_0-mae:4289.39648 validation_1-mae:6008.39600 [1299] validation_0-mae:4288.11328 validation_1-mae:6008.61133 [1300] validation_0-mae:4287.67969 validation_1-mae:6008.67090 [1301] validation_0-mae:4287.09424 validation_1-mae:6008.51611 [1302] validation_0-mae:4286.90967 validation_1-mae:6008.41113 [1303] validation_0-mae:4286.46582 validation_1-mae:6008.50928 [1304] validation_0-mae:4285.78809 validation_1-mae:6008.42676 [1305] validation_0-mae:4284.16406 validation_1-mae:6008.27002 [1306] validation_0-mae:4284.04785 validation_1-mae:6008.23730 [1307] validation_0-mae:4283.04736 validation_1-mae:6008.20459 [1308] validation_0-mae:4281.86865 validation_1-mae:6007.97461 [1309] validation_0-mae:4280.40478 validation_1-mae:6008.10352 [1310] validation_0-mae:4279.53857 validation_1-mae:6008.48389 [1311] validation_0-mae:4278.45020 validation_1-mae:6008.91943 [1312] validation_0-mae:4278.04102 validation_1-mae:6008.96143 [1313] validation_0-mae:4276.37744 validation_1-mae:6008.93994 [1314] validation_0-mae:4274.53711 validation_1-mae:6007.85400 [1315] validation_0-mae:4273.89062 validation_1-mae:6008.09766 [1316] validation_0-mae:4272.83594 validation_1-mae:6008.39111 [1317] validation_0-mae:4271.88867 validation_1-mae:6008.39746 [1318] validation_0-mae:4270.88379 validation_1-mae:6008.26904 [1319] validation_0-mae:4269.92676 validation_1-mae:6008.07764 [1320] validation_0-mae:4268.48047 validation_1-mae:6008.03467 [1321] validation_0-mae:4267.32422 validation_1-mae:6007.48535 [1322] validation_0-mae:4266.32715 validation_1-mae:6007.44092 [1323] validation_0-mae:4265.60059 validation_1-mae:6007.49951 [1324] validation_0-mae:4264.60205 validation_1-mae:6007.02783 [1325] validation_0-mae:4263.12891 validation_1-mae:6006.93018 [1326] validation_0-mae:4262.08496 validation_1-mae:6006.33789 [1327] validation_0-mae:4261.20117 validation_1-mae:6006.16455 [1328] validation_0-mae:4260.62842 validation_1-mae:6006.48633 [1329] validation_0-mae:4259.80664 validation_1-mae:6006.37647 [1330] validation_0-mae:4258.86377 validation_1-mae:6006.87842 [1331] validation_0-mae:4257.47900 validation_1-mae:6006.96045 [1332] validation_0-mae:4256.16943 validation_1-mae:6006.47217 [1333] validation_0-mae:4255.80420 validation_1-mae:6006.60010 [1334] validation_0-mae:4255.16699 validation_1-mae:6006.26465 [1335] validation_0-mae:4254.02832 validation_1-mae:6006.52978 [1336] validation_0-mae:4253.71387 validation_1-mae:6006.47217 [1337] validation_0-mae:4253.08984 validation_1-mae:6006.47607 [1338] validation_0-mae:4252.55225 validation_1-mae:6006.77490 [1339] validation_0-mae:4252.02832 validation_1-mae:6006.77539 [1340] validation_0-mae:4251.62402 validation_1-mae:6006.87549 [1341] validation_0-mae:4251.24463 validation_1-mae:6007.06299 [1342] validation_0-mae:4250.76758 validation_1-mae:6006.76221 [1343] validation_0-mae:4250.59131 validation_1-mae:6006.76074 [1344] validation_0-mae:4250.33984 validation_1-mae:6006.74365 [1345] validation_0-mae:4249.65674 validation_1-mae:6006.91211 [1346] validation_0-mae:4249.00342 validation_1-mae:6006.78076 [1347] validation_0-mae:4248.64648 validation_1-mae:6006.65772 [1348] validation_0-mae:4248.46094 validation_1-mae:6006.81445 [1349] validation_0-mae:4248.40869 validation_1-mae:6006.84912 [1350] validation_0-mae:4247.65918 validation_1-mae:6006.73633 [1351] validation_0-mae:4246.21826 validation_1-mae:6005.85156 [1352] validation_0-mae:4244.36963 validation_1-mae:6005.56055 [1353] validation_0-mae:4243.60303 validation_1-mae:6005.70801 [1354] validation_0-mae:4243.08252 validation_1-mae:6006.12256 [1355] validation_0-mae:4242.27637 validation_1-mae:6006.30664 [1356] validation_0-mae:4240.68555 validation_1-mae:6006.65918 [1357] validation_0-mae:4239.23242 validation_1-mae:6006.44385 [1358] validation_0-mae:4238.57324 validation_1-mae:6006.40674 [1359] validation_0-mae:4237.05127 validation_1-mae:6006.22998 [1360] validation_0-mae:4235.60107 validation_1-mae:6006.66699 [1361] validation_0-mae:4235.11670 validation_1-mae:6006.77100 [1362] validation_0-mae:4233.88672 validation_1-mae:6006.64844 [1363] validation_0-mae:4232.70508 validation_1-mae:6006.42285 [1364] validation_0-mae:4231.44873 validation_1-mae:6006.30566 [1365] validation_0-mae:4230.84180 validation_1-mae:6006.01562 [1366] validation_0-mae:4230.16650 validation_1-mae:6006.01904 [1367] validation_0-mae:4229.43262 validation_1-mae:6005.60254 [1368] validation_0-mae:4228.23877 validation_1-mae:6005.76270 [1369] validation_0-mae:4227.40967 validation_1-mae:6005.84424 [1370] validation_0-mae:4226.31299 validation_1-mae:6005.48486 [1371] validation_0-mae:4225.48193 validation_1-mae:6005.44727 [1372] validation_0-mae:4225.00293 validation_1-mae:6005.51953 [1373] validation_0-mae:4224.02832 validation_1-mae:6005.29004 [1374] validation_0-mae:4223.56689 validation_1-mae:6005.38525 [1375] validation_0-mae:4222.54541 validation_1-mae:6005.23193 [1376] validation_0-mae:4221.71875 validation_1-mae:6005.19824 [1377] validation_0-mae:4221.58057 validation_1-mae:6005.26465 [1378] validation_0-mae:4221.08936 validation_1-mae:6005.37353 [1379] validation_0-mae:4220.60547 validation_1-mae:6005.42041 [1380] validation_0-mae:4219.29932 validation_1-mae:6005.77490 [1381] validation_0-mae:4218.24121 validation_1-mae:6005.86279 [1382] validation_0-mae:4217.24707 validation_1-mae:6005.58398 [1383] validation_0-mae:4216.66748 validation_1-mae:6005.51270 [1384] validation_0-mae:4215.47559 validation_1-mae:6004.55420 [1385] validation_0-mae:4213.95166 validation_1-mae:6004.48096 [1386] validation_0-mae:4213.35938 validation_1-mae:6004.47803 [1387] validation_0-mae:4212.32373 validation_1-mae:6004.80029 [1388] validation_0-mae:4210.14697 validation_1-mae:6004.14160 [1389] validation_0-mae:4209.03467 validation_1-mae:6004.11426 [1390] validation_0-mae:4208.24902 validation_1-mae:6004.03613 [1391] validation_0-mae:4207.57715 validation_1-mae:6003.89795 [1392] validation_0-mae:4206.02148 validation_1-mae:6003.40088 [1393] validation_0-mae:4204.39844 validation_1-mae:6002.74853 [1394] validation_0-mae:4202.95654 validation_1-mae:6002.72754 [1395] validation_0-mae:4202.32324 validation_1-mae:6002.84375 [1396] validation_0-mae:4201.20020 validation_1-mae:6002.72070 [1397] validation_0-mae:4200.42578 validation_1-mae:6003.31152 [1398] validation_0-mae:4199.58838 validation_1-mae:6003.90820 [1399] validation_0-mae:4198.31201 validation_1-mae:6003.51709 [1400] validation_0-mae:4197.35791 validation_1-mae:6002.96338 [1401] validation_0-mae:4196.49951 validation_1-mae:6002.78223 [1402] validation_0-mae:4195.57520 validation_1-mae:6002.63135 [1403] validation_0-mae:4194.98291 validation_1-mae:6002.49805 [1404] validation_0-mae:4193.71191 validation_1-mae:6003.35400 [1405] validation_0-mae:4192.95117 validation_1-mae:6003.31543 [1406] validation_0-mae:4192.34668 validation_1-mae:6003.10254 [1407] validation_0-mae:4191.60645 validation_1-mae:6003.03955 [1408] validation_0-mae:4190.63525 validation_1-mae:6002.87012 [1409] validation_0-mae:4190.07080 validation_1-mae:6002.65088 [1410] validation_0-mae:4189.63525 validation_1-mae:6002.66357 [1411] validation_0-mae:4188.87549 validation_1-mae:6002.51953 [1412] validation_0-mae:4188.00781 validation_1-mae:6002.60205 [1413] validation_0-mae:4187.27295 validation_1-mae:6002.56885 [1414] validation_0-mae:4186.16016 validation_1-mae:6002.18652 [1415] validation_0-mae:4185.66455 validation_1-mae:6002.27539 [1416] validation_0-mae:4184.45166 validation_1-mae:6002.08545 [1417] validation_0-mae:4183.90772 validation_1-mae:6002.00049 [1418] validation_0-mae:4183.31006 validation_1-mae:6002.21582 [1419] validation_0-mae:4182.45166 validation_1-mae:6002.18897 [1420] validation_0-mae:4181.10059 validation_1-mae:6002.30469 [1421] validation_0-mae:4181.01318 validation_1-mae:6002.28711 [1422] validation_0-mae:4180.53711 validation_1-mae:6002.50977 [1423] validation_0-mae:4180.00488 validation_1-mae:6002.38721 [1424] validation_0-mae:4178.87939 validation_1-mae:6002.47510 [1425] validation_0-mae:4177.54688 validation_1-mae:6001.95215 [1426] validation_0-mae:4176.14551 validation_1-mae:6001.42383 [1427] validation_0-mae:4175.15430 validation_1-mae:6001.47803 [1428] validation_0-mae:4174.77100 validation_1-mae:6001.51611 [1429] validation_0-mae:4174.50684 validation_1-mae:6001.57324 [1430] validation_0-mae:4174.05176 validation_1-mae:6001.64990 [1431] validation_0-mae:4172.64209 validation_1-mae:6001.50098 [1432] validation_0-mae:4171.08252 validation_1-mae:6001.30762 [1433] validation_0-mae:4170.07812 validation_1-mae:6000.41162 [1434] validation_0-mae:4168.45605 validation_1-mae:6000.60059 [1435] validation_0-mae:4167.63281 validation_1-mae:6000.53272 [1436] validation_0-mae:4165.79883 validation_1-mae:6000.84033 [1437] validation_0-mae:4164.48828 validation_1-mae:6000.84912 [1438] validation_0-mae:4162.82275 validation_1-mae:6001.52930 [1439] validation_0-mae:4160.73340 validation_1-mae:6000.15478 [1440] validation_0-mae:4159.55859 validation_1-mae:5999.80273 [1441] validation_0-mae:4157.67871 validation_1-mae:5998.89746 [1442] validation_0-mae:4156.89551 validation_1-mae:5998.65186 [1443] validation_0-mae:4156.20264 validation_1-mae:5998.28467 [1444] validation_0-mae:4155.49316 validation_1-mae:5998.25732 [1445] validation_0-mae:4154.17773 validation_1-mae:5997.60498 [1446] validation_0-mae:4153.96728 validation_1-mae:5997.55078 [1447] validation_0-mae:4153.23633 validation_1-mae:5997.53076 [1448] validation_0-mae:4152.67139 validation_1-mae:5997.55078 [1449] validation_0-mae:4151.08398 validation_1-mae:5997.35645 [1450] validation_0-mae:4149.99756 validation_1-mae:5997.12744 [1451] validation_0-mae:4149.23486 validation_1-mae:5997.29004 [1452] validation_0-mae:4148.46973 validation_1-mae:5997.57910 [1453] validation_0-mae:4147.98584 validation_1-mae:5998.00342 [1454] validation_0-mae:4147.39795 validation_1-mae:5997.89795 [1455] validation_0-mae:4147.09473 validation_1-mae:5997.90039 [1456] validation_0-mae:4146.57227 validation_1-mae:5997.76709 [1457] validation_0-mae:4145.91602 validation_1-mae:5997.97314 [1458] validation_0-mae:4145.03613 validation_1-mae:5998.24170 [1459] validation_0-mae:4144.32227 validation_1-mae:5997.95020 [1460] validation_0-mae:4142.69482 validation_1-mae:5997.69629 [1461] validation_0-mae:4142.40088 validation_1-mae:5997.87647 [1462] validation_0-mae:4141.50195 validation_1-mae:5997.61719 [1463] validation_0-mae:4141.05859 validation_1-mae:5997.41406 [1464] validation_0-mae:4140.57178 validation_1-mae:5997.31689 [1465] validation_0-mae:4140.29736 validation_1-mae:5997.34912 [1466] validation_0-mae:4139.52295 validation_1-mae:5997.45508 [1467] validation_0-mae:4137.93115 validation_1-mae:5997.16357 [1468] validation_0-mae:4137.23389 validation_1-mae:5997.20654 [1469] validation_0-mae:4136.48096 validation_1-mae:5997.12500 [1470] validation_0-mae:4135.81250 validation_1-mae:5996.90527 [1471] validation_0-mae:4135.40088 validation_1-mae:5996.86621 [1472] validation_0-mae:4134.62891 validation_1-mae:5997.13330 [1473] validation_0-mae:4134.60840 validation_1-mae:5997.17920 [1474] validation_0-mae:4134.12500 validation_1-mae:5997.21338 [1475] validation_0-mae:4133.42969 validation_1-mae:5997.02588 [1476] validation_0-mae:4132.53076 validation_1-mae:5996.81641 [1477] validation_0-mae:4132.24365 validation_1-mae:5997.06934 [1478] validation_0-mae:4132.12256 validation_1-mae:5997.09912 [1479] validation_0-mae:4131.98340 validation_1-mae:5997.22949 [1480] validation_0-mae:4131.43555 validation_1-mae:5997.42627 [1481] validation_0-mae:4130.57764 validation_1-mae:5997.54883 [1482] validation_0-mae:4129.65186 validation_1-mae:5997.52832 [1483] validation_0-mae:4128.21973 validation_1-mae:5997.50732 [1484] validation_0-mae:4127.15820 validation_1-mae:5997.09522 [1485] validation_0-mae:4126.81885 validation_1-mae:5997.30615 [1486] validation_0-mae:4126.27881 validation_1-mae:5997.50928 [1487] validation_0-mae:4125.57617 validation_1-mae:5997.25879 [1488] validation_0-mae:4124.67432 validation_1-mae:5997.04053 [1489] validation_0-mae:4124.12353 validation_1-mae:5997.23828 [1490] validation_0-mae:4123.62012 validation_1-mae:5997.21631 [1491] validation_0-mae:4122.87353 validation_1-mae:5997.44531 [1492] validation_0-mae:4122.34424 validation_1-mae:5997.54639 [1493] validation_0-mae:4120.39014 validation_1-mae:5996.99805 [1494] validation_0-mae:4118.96191 validation_1-mae:5996.67188 [1495] validation_0-mae:4117.74609 validation_1-mae:5996.44043 [1496] validation_0-mae:4116.44775 validation_1-mae:5996.49512 [1497] validation_0-mae:4114.92236 validation_1-mae:5996.72217 [1498] validation_0-mae:4114.01123 validation_1-mae:5996.29053 [1499] validation_0-mae:4112.84424 validation_1-mae:5995.92285 [1500] validation_0-mae:4112.11279 validation_1-mae:5995.99268 [1501] validation_0-mae:4111.56494 validation_1-mae:5995.95264 [1502] validation_0-mae:4110.49463 validation_1-mae:5996.01367 [1503] validation_0-mae:4108.78760 validation_1-mae:5995.43457 [1504] validation_0-mae:4108.27002 validation_1-mae:5995.04541 [1505] validation_0-mae:4106.97412 validation_1-mae:5994.43701 [1506] validation_0-mae:4105.54248 validation_1-mae:5994.19189 [1507] validation_0-mae:4104.91016 validation_1-mae:5994.12891 [1508] validation_0-mae:4104.49219 validation_1-mae:5994.38086 [1509] validation_0-mae:4103.48486 validation_1-mae:5994.30908 [1510] validation_0-mae:4102.71826 validation_1-mae:5994.72559 [1511] validation_0-mae:4102.05371 validation_1-mae:5994.66016 [1512] validation_0-mae:4101.10498 validation_1-mae:5994.52539 [1513] validation_0-mae:4100.36621 validation_1-mae:5994.60254 [1514] validation_0-mae:4099.74609 validation_1-mae:5994.52588 [1515] validation_0-mae:4099.01709 validation_1-mae:5994.87109 [1516] validation_0-mae:4097.90381 validation_1-mae:5995.01562 [1517] validation_0-mae:4096.91748 validation_1-mae:5994.99561 [1518] validation_0-mae:4096.21094 validation_1-mae:5995.11377 [1519] validation_0-mae:4095.40991 validation_1-mae:5995.36914 [1520] validation_0-mae:4094.39795 validation_1-mae:5995.49512 [1521] validation_0-mae:4093.77466 validation_1-mae:5995.31543 [1522] validation_0-mae:4093.27368 validation_1-mae:5995.31689 [1523] validation_0-mae:4092.82422 validation_1-mae:5995.45410 [1524] validation_0-mae:4091.93164 validation_1-mae:5995.24902 [1525] validation_0-mae:4091.03735 validation_1-mae:5995.06103 [1526] validation_0-mae:4090.10278 validation_1-mae:5994.94873 [1527] validation_0-mae:4089.30884 validation_1-mae:5994.78809 [1528] validation_0-mae:4088.84106 validation_1-mae:5995.01758 [1529] validation_0-mae:4087.97998 validation_1-mae:5994.69189 [1530] validation_0-mae:4086.87378 validation_1-mae:5994.81982 [1531] validation_0-mae:4086.58960 validation_1-mae:5994.82080 [1532] validation_0-mae:4085.69922 validation_1-mae:5994.57422 [1533] validation_0-mae:4084.99097 validation_1-mae:5994.53857 [1534] validation_0-mae:4084.10986 validation_1-mae:5994.25781 [1535] validation_0-mae:4083.13379 validation_1-mae:5994.18994 [1536] validation_0-mae:4082.18311 validation_1-mae:5994.27783 [1537] validation_0-mae:4081.61743 validation_1-mae:5993.91943 [1538] validation_0-mae:4080.87695 validation_1-mae:5993.70215 [1539] validation_0-mae:4080.23144 validation_1-mae:5993.98828 [1540] validation_0-mae:4079.08032 validation_1-mae:5994.17090 [1541] validation_0-mae:4078.21704 validation_1-mae:5994.34131 [1542] validation_0-mae:4076.96753 validation_1-mae:5994.15772 [1543] validation_0-mae:4076.07105 validation_1-mae:5993.63135 [1544] validation_0-mae:4075.20581 validation_1-mae:5993.92725 [1545] validation_0-mae:4074.63330 validation_1-mae:5994.14062 [1546] validation_0-mae:4073.95801 validation_1-mae:5993.97607 [1547] validation_0-mae:4073.65259 validation_1-mae:5994.17822 [1548] validation_0-mae:4072.94458 validation_1-mae:5994.31641 [1549] validation_0-mae:4072.30151 validation_1-mae:5994.44922 [1550] validation_0-mae:4070.95776 validation_1-mae:5994.50342 [1551] validation_0-mae:4069.94946 validation_1-mae:5994.56299 [1552] validation_0-mae:4067.79346 validation_1-mae:5994.21143 [1553] validation_0-mae:4067.21411 validation_1-mae:5994.46191 [1554] validation_0-mae:4066.69067 validation_1-mae:5994.62158 [1555] validation_0-mae:4066.13672 validation_1-mae:5994.43506 [1556] validation_0-mae:4065.27002 validation_1-mae:5994.77148 [1557] validation_0-mae:4064.50781 validation_1-mae:5994.54248 [1558] validation_0-mae:4063.27246 validation_1-mae:5994.90918 [1559] validation_0-mae:4062.43701 validation_1-mae:5995.16211 [1560] validation_0-mae:4061.77026 validation_1-mae:5995.19922 [1561] validation_0-mae:4061.21362 validation_1-mae:5995.06299 [1562] validation_0-mae:4060.95801 validation_1-mae:5995.26318 [1563] validation_0-mae:4060.34448 validation_1-mae:5995.12207 [1564] validation_0-mae:4059.45996 validation_1-mae:5994.65576 [1565] validation_0-mae:4058.90869 validation_1-mae:5994.92627 [1566] validation_0-mae:4058.30029 validation_1-mae:5994.80713 [1567] validation_0-mae:4057.70190 validation_1-mae:5994.85547 [1568] validation_0-mae:4057.20923 validation_1-mae:5994.89990 [1569] validation_0-mae:4056.70044 validation_1-mae:5994.91162 [1570] validation_0-mae:4055.48242 validation_1-mae:5994.97803 [1571] validation_0-mae:4054.70947 validation_1-mae:5994.94287 [1572] validation_0-mae:4053.71802 validation_1-mae:5995.11670 [1573] validation_0-mae:4053.21802 validation_1-mae:5995.14941 [1574] validation_0-mae:4052.46729 validation_1-mae:5995.32031 [1575] validation_0-mae:4052.12500 validation_1-mae:5995.32520 [1576] validation_0-mae:4051.06836 validation_1-mae:5995.28467 [1577] validation_0-mae:4049.92188 validation_1-mae:5995.27588 [1578] validation_0-mae:4048.85986 validation_1-mae:5995.50244 [1579] validation_0-mae:4047.51758 validation_1-mae:5996.09473 [1580] validation_0-mae:4046.37744 validation_1-mae:5996.08594 [1581] validation_0-mae:4045.66894 validation_1-mae:5996.25147 [1582] validation_0-mae:4044.95044 validation_1-mae:5996.32178 [1583] validation_0-mae:4043.90674 validation_1-mae:5996.70947 [1584] validation_0-mae:4043.22290 validation_1-mae:5996.73584 [1585] validation_0-mae:4042.26782 validation_1-mae:5996.17676 [1586] validation_0-mae:4041.51978 validation_1-mae:5995.78369 [1587] validation_0-mae:4040.50220 validation_1-mae:5995.50732 [1588] validation_0-mae:4039.49438 validation_1-mae:5995.73779 [1589] validation_0-mae:4038.06201 validation_1-mae:5995.47656 [1590] validation_0-mae:4037.29443 validation_1-mae:5995.14551 [1591] validation_0-mae:4036.44531 validation_1-mae:5995.19385 [1592] validation_0-mae:4035.30615 validation_1-mae:5995.69971 [1593] validation_0-mae:4034.25684 validation_1-mae:5995.82666 [1594] validation_0-mae:4033.71582 validation_1-mae:5995.91016 [1595] validation_0-mae:4033.05225 validation_1-mae:5995.97314 [1596] validation_0-mae:4031.43774 validation_1-mae:5995.79053 [1597] validation_0-mae:4030.31299 validation_1-mae:5996.21728 [1598] validation_0-mae:4028.60864 validation_1-mae:5996.64746 [1599] validation_0-mae:4027.28931 validation_1-mae:5996.48193 [1600] validation_0-mae:4026.34521 validation_1-mae:5997.10693 [1601] validation_0-mae:4024.64770 validation_1-mae:5997.41846 [1602] validation_0-mae:4024.16724 validation_1-mae:5997.47949 [1603] validation_0-mae:4023.62183 validation_1-mae:5997.52930 [1604] validation_0-mae:4022.83154 validation_1-mae:5997.79688 [1605] validation_0-mae:4021.19336 validation_1-mae:5996.75147 [1606] validation_0-mae:4020.17822 validation_1-mae:5996.25879 [1607] validation_0-mae:4019.02417 validation_1-mae:5996.54150 [1608] validation_0-mae:4018.19605 validation_1-mae:5996.93359 [1609] validation_0-mae:4017.05664 validation_1-mae:5997.24902 [1610] validation_0-mae:4016.39795 validation_1-mae:5997.43115 [1611] validation_0-mae:4016.09644 validation_1-mae:5997.53809 [1612] validation_0-mae:4015.76147 validation_1-mae:5998.00293 [1613] validation_0-mae:4014.73535 validation_1-mae:5997.84180 [1614] validation_0-mae:4013.90259 validation_1-mae:5997.83594 [1615] validation_0-mae:4012.92481 validation_1-mae:5997.41016 [1616] validation_0-mae:4012.13574 validation_1-mae:5997.36426 [1617] validation_0-mae:4011.33496 validation_1-mae:5997.12939 [1618] validation_0-mae:4010.17407 validation_1-mae:5997.59766 [1619] validation_0-mae:4009.34863 validation_1-mae:5997.84033 [1620] validation_0-mae:4008.74121 validation_1-mae:5998.42432 [1621] validation_0-mae:4007.69287 validation_1-mae:5998.19043 [1622] validation_0-mae:4006.84741 validation_1-mae:5998.37842 [1623] validation_0-mae:4006.13623 validation_1-mae:5998.79785 [1624] validation_0-mae:4005.81860 validation_1-mae:5998.73633 [1625] validation_0-mae:4005.20972 validation_1-mae:5998.86084 [1626] validation_0-mae:4004.60815 validation_1-mae:5999.20312 [1627] validation_0-mae:4004.20581 validation_1-mae:5999.24853 [1628] validation_0-mae:4003.69165 validation_1-mae:5999.40869 [1629] validation_0-mae:4003.36645 validation_1-mae:5999.40381 [1630] validation_0-mae:4002.51758 validation_1-mae:5999.15039 [1631] validation_0-mae:4001.59033 validation_1-mae:5999.01660 [1632] validation_0-mae:4001.20630 validation_1-mae:5999.05518 [1633] validation_0-mae:4000.43750 validation_1-mae:5999.04688 [1634] validation_0-mae:3999.14356 validation_1-mae:5999.11426 [1635] validation_0-mae:3998.31055 validation_1-mae:5999.37158 [1636] validation_0-mae:3998.00708 validation_1-mae:5999.53516 [1637] validation_0-mae:3996.58325 validation_1-mae:5999.51807 [1638] validation_0-mae:3994.97314 validation_1-mae:5999.27588 [1639] validation_0-mae:3993.90405 validation_1-mae:5999.59814 [1640] validation_0-mae:3992.99927 validation_1-mae:5999.79346 [1641] validation_0-mae:3992.47412 validation_1-mae:5999.68799 [1642] validation_0-mae:3991.67456 validation_1-mae:5999.68994 [1643] validation_0-mae:3991.29443 validation_1-mae:5999.75391 [1644] validation_0-mae:3990.75586 validation_1-mae:5999.83594 [1645] validation_0-mae:3990.38452 validation_1-mae:5999.86621 [1646] validation_0-mae:3989.65991 validation_1-mae:6000.31982 [1647] validation_0-mae:3989.33203 validation_1-mae:6000.48779 [1648] validation_0-mae:3988.83789 validation_1-mae:6000.44385 [1649] validation_0-mae:3988.72168 validation_1-mae:6000.44336 [1650] validation_0-mae:3988.02368 validation_1-mae:6000.63379 [1651] validation_0-mae:3987.47070 validation_1-mae:6000.57129 [1652] validation_0-mae:3986.86865 validation_1-mae:6000.35303 [1653] validation_0-mae:3986.00171 validation_1-mae:6000.23340 [1654] validation_0-mae:3985.27148 validation_1-mae:6000.00049 [1655] validation_0-mae:3984.27466 validation_1-mae:5999.89111 [1656] validation_0-mae:3982.65039 validation_1-mae:6000.43994 [1657] validation_0-mae:3981.76685 validation_1-mae:6000.13721 [1658] validation_0-mae:3979.97021 validation_1-mae:6000.39258 [1659] validation_0-mae:3979.05469 validation_1-mae:6000.15381 [1660] validation_0-mae:3977.79175 validation_1-mae:6000.09814 [1661] validation_0-mae:3975.88379 validation_1-mae:5999.83691 [1662] validation_0-mae:3975.26758 validation_1-mae:6000.13135 [1663] validation_0-mae:3974.64136 validation_1-mae:6000.22852 [1664] validation_0-mae:3974.22217 validation_1-mae:6000.36523 [1665] validation_0-mae:3972.92481 validation_1-mae:6000.33643 [1666] validation_0-mae:3971.98755 validation_1-mae:6000.29541 [1667] validation_0-mae:3971.10376 validation_1-mae:6000.83398 [1668] validation_0-mae:3970.37207 validation_1-mae:6001.07031 [1669] validation_0-mae:3970.07935 validation_1-mae:6001.07812 [1670] validation_0-mae:3969.46045 validation_1-mae:6000.77832 [1671] validation_0-mae:3968.68115 validation_1-mae:6000.86865 [1672] validation_0-mae:3968.10718 validation_1-mae:6000.78223 [1673] validation_0-mae:3967.22925 validation_1-mae:6000.87500 [1674] validation_0-mae:3966.42822 validation_1-mae:6000.90137 [1675] validation_0-mae:3966.28101 validation_1-mae:6000.84082 [1676] validation_0-mae:3965.57788 validation_1-mae:6001.37012 [1677] validation_0-mae:3965.50244 validation_1-mae:6001.28955 [1678] validation_0-mae:3965.20410 validation_1-mae:6001.20605 [1679] validation_0-mae:3964.15161 validation_1-mae:6001.65186 [1680] validation_0-mae:3963.39770 validation_1-mae:6001.69971 [1681] validation_0-mae:3963.01489 validation_1-mae:6001.67041 [1682] validation_0-mae:3962.40771 validation_1-mae:6001.84473 [1683] validation_0-mae:3961.79590 validation_1-mae:6001.71582 [1684] validation_0-mae:3961.38501 validation_1-mae:6001.66992 [1685] validation_0-mae:3960.40576 validation_1-mae:6001.97168 [1686] validation_0-mae:3959.74902 validation_1-mae:6002.09277 [1687] validation_0-mae:3959.22803 validation_1-mae:6002.69824 [1688] validation_0-mae:3958.11572 validation_1-mae:6001.89307 [1689] validation_0-mae:3957.52246 validation_1-mae:6001.86133 [1690] validation_0-mae:3957.18018 validation_1-mae:6001.87500 [1691] validation_0-mae:3956.71411 validation_1-mae:6001.72314 [1692] validation_0-mae:3956.53540 validation_1-mae:6001.69336 [1693] validation_0-mae:3955.82397 validation_1-mae:6001.73145 [1694] validation_0-mae:3954.60938 validation_1-mae:6001.80713 [1695] validation_0-mae:3953.42090 validation_1-mae:6001.58545 [1696] validation_0-mae:3952.96313 validation_1-mae:6001.55811 [1697] validation_0-mae:3951.97363 validation_1-mae:6001.60498 [1698] validation_0-mae:3950.62769 validation_1-mae:6001.62988 [1699] validation_0-mae:3949.79639 validation_1-mae:6001.01367 Dropping: province_noord-holland [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.62012 [12] validation_0-mae:10304.22168 validation_1-mae:10106.25879 [13] validation_0-mae:9819.97461 validation_1-mae:9626.45606 [14] validation_0-mae:9418.90527 validation_1-mae:9235.79785 [15] validation_0-mae:9084.41894 validation_1-mae:8908.37012 [16] validation_0-mae:8802.76660 validation_1-mae:8636.96094 [17] validation_0-mae:8567.56836 validation_1-mae:8412.52930 [18] validation_0-mae:8374.73828 validation_1-mae:8224.35059 [19] validation_0-mae:8211.97070 validation_1-mae:8071.41211 [20] validation_0-mae:8069.25439 validation_1-mae:7940.27588 [21] validation_0-mae:7944.89600 validation_1-mae:7832.35645 [22] validation_0-mae:7846.75684 validation_1-mae:7746.19629 [23] validation_0-mae:7760.49268 validation_1-mae:7677.07129 [24] validation_0-mae:7676.77881 validation_1-mae:7598.72461 [25] validation_0-mae:7604.22461 validation_1-mae:7535.40430 [26] validation_0-mae:7548.77930 validation_1-mae:7488.09570 [27] validation_0-mae:7488.50000 validation_1-mae:7434.06494 [28] validation_0-mae:7439.26465 validation_1-mae:7392.76758 [29] validation_0-mae:7397.07129 validation_1-mae:7358.59717 [30] validation_0-mae:7361.33447 validation_1-mae:7327.96777 [31] validation_0-mae:7320.76904 validation_1-mae:7291.42920 [32] validation_0-mae:7292.27344 validation_1-mae:7273.95947 [33] validation_0-mae:7264.06689 validation_1-mae:7252.91797 [34] validation_0-mae:7233.79004 validation_1-mae:7232.95654 [35] validation_0-mae:7202.32031 validation_1-mae:7208.08398 [36] validation_0-mae:7185.08740 validation_1-mae:7194.66846 [37] validation_0-mae:7167.61963 validation_1-mae:7184.23633 [38] validation_0-mae:7142.17969 validation_1-mae:7162.73730 [39] validation_0-mae:7120.81445 validation_1-mae:7145.55420 [40] validation_0-mae:7102.98682 validation_1-mae:7135.18506 [41] validation_0-mae:7086.79443 validation_1-mae:7122.78906 [42] validation_0-mae:7069.74609 validation_1-mae:7112.04834 [43] validation_0-mae:7049.70898 validation_1-mae:7098.24170 [44] validation_0-mae:7033.69287 validation_1-mae:7085.18359 [45] validation_0-mae:7014.76465 validation_1-mae:7072.02490 [46] validation_0-mae:6998.53857 validation_1-mae:7061.85303 [47] validation_0-mae:6975.02393 validation_1-mae:7043.08740 [48] validation_0-mae:6963.79541 validation_1-mae:7034.42676 [49] validation_0-mae:6944.66797 validation_1-mae:7020.00928 [50] validation_0-mae:6920.67480 validation_1-mae:7004.60010 [51] validation_0-mae:6908.85303 validation_1-mae:6995.35889 [52] validation_0-mae:6890.51709 validation_1-mae:6983.41650 [53] validation_0-mae:6871.32324 validation_1-mae:6966.65283 [54] validation_0-mae:6856.89600 validation_1-mae:6953.99756 [55] validation_0-mae:6846.20410 validation_1-mae:6947.55762 [56] validation_0-mae:6826.03027 validation_1-mae:6930.86426 [57] validation_0-mae:6813.08398 validation_1-mae:6922.28760 [58] validation_0-mae:6803.71582 validation_1-mae:6915.51562 [59] validation_0-mae:6786.72754 validation_1-mae:6907.55176 [60] validation_0-mae:6774.04492 validation_1-mae:6897.02051 [61] validation_0-mae:6760.41797 validation_1-mae:6886.21924 [62] validation_0-mae:6749.58691 validation_1-mae:6879.58203 [63] validation_0-mae:6734.16895 validation_1-mae:6867.10449 [64] validation_0-mae:6721.70703 validation_1-mae:6856.65723 [65] validation_0-mae:6710.04395 validation_1-mae:6847.94678 [66] validation_0-mae:6696.66113 validation_1-mae:6834.24463 [67] validation_0-mae:6686.05078 validation_1-mae:6828.52734 [68] validation_0-mae:6675.47510 validation_1-mae:6820.07520 [69] validation_0-mae:6670.55078 validation_1-mae:6816.75147 [70] validation_0-mae:6656.58936 validation_1-mae:6807.60059 [71] validation_0-mae:6645.05859 validation_1-mae:6798.93262 [72] validation_0-mae:6634.14893 validation_1-mae:6794.19092 [73] validation_0-mae:6626.81543 validation_1-mae:6787.80225 [74] validation_0-mae:6615.48486 validation_1-mae:6780.74512 [75] validation_0-mae:6594.62647 validation_1-mae:6762.02588 [76] validation_0-mae:6584.61572 validation_1-mae:6754.30420 [77] validation_0-mae:6580.52246 validation_1-mae:6749.87793 [78] validation_0-mae:6571.61914 validation_1-mae:6742.52881 [79] validation_0-mae:6562.51611 validation_1-mae:6737.75391 [80] validation_0-mae:6553.35840 validation_1-mae:6729.13037 [81] validation_0-mae:6540.77051 validation_1-mae:6720.93750 [82] validation_0-mae:6534.70850 validation_1-mae:6716.45947 [83] validation_0-mae:6526.16943 validation_1-mae:6709.85352 [84] validation_0-mae:6519.55664 validation_1-mae:6707.02686 [85] validation_0-mae:6510.32275 validation_1-mae:6700.33447 [86] validation_0-mae:6502.94092 validation_1-mae:6697.44482 [87] validation_0-mae:6490.16992 validation_1-mae:6687.37695 [88] validation_0-mae:6477.60596 validation_1-mae:6681.51660 [89] validation_0-mae:6471.63135 validation_1-mae:6675.58350 [90] validation_0-mae:6465.46338 validation_1-mae:6671.76025 [91] validation_0-mae:6457.59522 validation_1-mae:6664.80127 [92] validation_0-mae:6450.43164 validation_1-mae:6661.33984 [93] validation_0-mae:6442.52686 validation_1-mae:6658.19287 [94] validation_0-mae:6435.18066 validation_1-mae:6652.84228 [95] validation_0-mae:6427.90039 validation_1-mae:6647.46436 [96] validation_0-mae:6421.48535 validation_1-mae:6643.48047 [97] validation_0-mae:6411.04785 validation_1-mae:6637.09228 [98] validation_0-mae:6403.91064 validation_1-mae:6630.76270 [99] validation_0-mae:6396.84228 validation_1-mae:6626.06494 [100] validation_0-mae:6388.18603 validation_1-mae:6619.09619 [101] validation_0-mae:6385.47559 validation_1-mae:6617.51367 [102] validation_0-mae:6377.70654 validation_1-mae:6614.61572 [103] validation_0-mae:6372.88721 validation_1-mae:6610.12988 [104] validation_0-mae:6367.11963 validation_1-mae:6606.15283 [105] validation_0-mae:6361.61133 validation_1-mae:6601.82812 [106] validation_0-mae:6354.73535 validation_1-mae:6599.14941 [107] validation_0-mae:6351.73486 validation_1-mae:6597.72949 [108] validation_0-mae:6347.29199 validation_1-mae:6595.06836 [109] validation_0-mae:6340.40186 validation_1-mae:6590.13037 [110] validation_0-mae:6332.76660 validation_1-mae:6584.48730 [111] validation_0-mae:6328.40234 validation_1-mae:6582.39307 [112] validation_0-mae:6324.09619 validation_1-mae:6578.38770 [113] validation_0-mae:6317.14746 validation_1-mae:6573.87647 [114] validation_0-mae:6312.28076 validation_1-mae:6570.61572 [115] validation_0-mae:6307.44629 validation_1-mae:6568.93701 [116] validation_0-mae:6303.75098 validation_1-mae:6565.93164 [117] validation_0-mae:6300.46240 validation_1-mae:6564.93603 [118] validation_0-mae:6285.49316 validation_1-mae:6553.53320 [119] validation_0-mae:6280.44287 validation_1-mae:6552.56103 [120] validation_0-mae:6275.94531 validation_1-mae:6550.61914 [121] validation_0-mae:6269.61475 validation_1-mae:6547.08984 [122] validation_0-mae:6265.71728 validation_1-mae:6545.47070 [123] validation_0-mae:6260.69434 validation_1-mae:6541.50244 [124] validation_0-mae:6255.40723 validation_1-mae:6537.09228 [125] validation_0-mae:6252.21533 validation_1-mae:6534.60840 [126] validation_0-mae:6248.73242 validation_1-mae:6532.20898 [127] validation_0-mae:6245.21240 validation_1-mae:6530.99121 [128] validation_0-mae:6239.31397 validation_1-mae:6527.67139 [129] validation_0-mae:6230.73389 validation_1-mae:6521.23291 [130] validation_0-mae:6222.81103 validation_1-mae:6517.10156 [131] validation_0-mae:6215.81250 validation_1-mae:6511.86084 [132] validation_0-mae:6208.52686 validation_1-mae:6505.10498 [133] validation_0-mae:6207.25000 validation_1-mae:6504.56934 [134] validation_0-mae:6200.48145 validation_1-mae:6501.15820 [135] validation_0-mae:6196.98242 validation_1-mae:6500.30029 [136] validation_0-mae:6191.95264 validation_1-mae:6496.07910 [137] validation_0-mae:6185.63721 validation_1-mae:6491.87012 [138] validation_0-mae:6179.22070 validation_1-mae:6486.84717 [139] validation_0-mae:6174.90674 validation_1-mae:6485.41846 [140] validation_0-mae:6170.86084 validation_1-mae:6483.10303 [141] validation_0-mae:6167.00098 validation_1-mae:6480.28564 [142] validation_0-mae:6162.78027 validation_1-mae:6479.50342 [143] validation_0-mae:6159.03955 validation_1-mae:6478.05420 [144] validation_0-mae:6156.55127 validation_1-mae:6476.68213 [145] validation_0-mae:6154.79004 validation_1-mae:6475.46924 [146] validation_0-mae:6150.08594 validation_1-mae:6473.01953 [147] validation_0-mae:6145.03369 validation_1-mae:6471.30420 [148] validation_0-mae:6141.25635 validation_1-mae:6469.99316 [149] validation_0-mae:6133.24219 validation_1-mae:6463.92236 [150] validation_0-mae:6129.84326 validation_1-mae:6462.32520 [151] validation_0-mae:6125.86572 validation_1-mae:6460.01465 [152] validation_0-mae:6117.30566 validation_1-mae:6453.05029 [153] validation_0-mae:6111.80615 validation_1-mae:6449.82764 [154] validation_0-mae:6105.25635 validation_1-mae:6448.36133 [155] validation_0-mae:6100.86963 validation_1-mae:6445.09717 [156] validation_0-mae:6095.81055 validation_1-mae:6442.57129 [157] validation_0-mae:6094.80420 validation_1-mae:6441.44824 [158] validation_0-mae:6091.64258 validation_1-mae:6440.56934 [159] validation_0-mae:6086.85352 validation_1-mae:6436.63916 [160] validation_0-mae:6079.98242 validation_1-mae:6431.21191 [161] validation_0-mae:6076.78516 validation_1-mae:6429.65137 [162] validation_0-mae:6073.68603 validation_1-mae:6428.70068 [163] validation_0-mae:6069.70703 validation_1-mae:6426.09277 [164] validation_0-mae:6066.64600 validation_1-mae:6424.48535 [165] validation_0-mae:6063.58154 validation_1-mae:6424.80322 [166] validation_0-mae:6060.31201 validation_1-mae:6423.17822 [167] validation_0-mae:6057.61572 validation_1-mae:6421.50732 [168] validation_0-mae:6052.45312 validation_1-mae:6419.60840 [169] validation_0-mae:6047.73926 validation_1-mae:6417.83350 [170] validation_0-mae:6045.80615 validation_1-mae:6417.16357 [171] validation_0-mae:6041.22510 validation_1-mae:6417.93897 [172] validation_0-mae:6039.63965 validation_1-mae:6417.76562 [173] validation_0-mae:6036.31836 validation_1-mae:6416.97461 [174] validation_0-mae:6032.70410 validation_1-mae:6415.24023 [175] validation_0-mae:6029.19189 validation_1-mae:6413.98145 [176] validation_0-mae:6025.88672 validation_1-mae:6412.85107 [177] validation_0-mae:6023.56934 validation_1-mae:6411.41211 [178] validation_0-mae:6021.21582 validation_1-mae:6410.28662 [179] validation_0-mae:6018.04834 validation_1-mae:6408.59277 [180] validation_0-mae:6015.53857 validation_1-mae:6406.80127 [181] validation_0-mae:6015.06055 validation_1-mae:6406.65772 [182] validation_0-mae:6008.23633 validation_1-mae:6403.46484 [183] validation_0-mae:5999.70898 validation_1-mae:6398.47705 [184] validation_0-mae:5996.48193 validation_1-mae:6397.31103 [185] validation_0-mae:5991.63135 validation_1-mae:6395.35693 [186] validation_0-mae:5989.04346 validation_1-mae:6395.52588 [187] validation_0-mae:5984.61719 validation_1-mae:6392.89795 [188] validation_0-mae:5980.36475 validation_1-mae:6391.06885 [189] validation_0-mae:5975.98926 validation_1-mae:6388.00488 [190] validation_0-mae:5969.76465 validation_1-mae:6384.92920 [191] validation_0-mae:5966.18164 validation_1-mae:6383.33008 [192] validation_0-mae:5963.09082 validation_1-mae:6382.77344 [193] validation_0-mae:5960.63672 validation_1-mae:6382.14355 [194] validation_0-mae:5959.54102 validation_1-mae:6381.42383 [195] validation_0-mae:5956.40967 validation_1-mae:6380.88721 [196] validation_0-mae:5953.78711 validation_1-mae:6378.90576 [197] validation_0-mae:5951.14551 validation_1-mae:6377.19141 [198] validation_0-mae:5948.77393 validation_1-mae:6375.84082 [199] validation_0-mae:5944.65039 validation_1-mae:6374.77441 [200] validation_0-mae:5942.31055 validation_1-mae:6373.81689 [201] validation_0-mae:5939.12744 validation_1-mae:6372.87695 [202] validation_0-mae:5935.48975 validation_1-mae:6372.36426 [203] validation_0-mae:5933.61426 validation_1-mae:6371.67773 [204] validation_0-mae:5927.83594 validation_1-mae:6369.76123 [205] validation_0-mae:5922.65967 validation_1-mae:6368.71973 [206] validation_0-mae:5918.70752 validation_1-mae:6366.14307 [207] validation_0-mae:5912.37598 validation_1-mae:6360.99365 [208] validation_0-mae:5910.04297 validation_1-mae:6360.42188 [209] validation_0-mae:5909.07812 validation_1-mae:6360.19043 [210] validation_0-mae:5906.16113 validation_1-mae:6359.68115 [211] validation_0-mae:5900.21045 validation_1-mae:6357.02588 [212] validation_0-mae:5896.07422 validation_1-mae:6355.40723 [213] validation_0-mae:5894.13623 validation_1-mae:6355.18701 [214] validation_0-mae:5891.35059 validation_1-mae:6354.23242 [215] validation_0-mae:5886.97900 validation_1-mae:6351.31787 [216] validation_0-mae:5883.60596 validation_1-mae:6351.20703 [217] validation_0-mae:5880.00342 validation_1-mae:6349.54004 [218] validation_0-mae:5878.79150 validation_1-mae:6348.83203 [219] validation_0-mae:5876.90820 validation_1-mae:6348.22607 [220] validation_0-mae:5874.62939 validation_1-mae:6346.54639 [221] validation_0-mae:5872.10400 validation_1-mae:6345.75488 [222] validation_0-mae:5867.57275 validation_1-mae:6343.06689 [223] validation_0-mae:5865.78857 validation_1-mae:6342.35107 [224] validation_0-mae:5865.01758 validation_1-mae:6342.35547 [225] validation_0-mae:5863.58057 validation_1-mae:6340.97949 [226] validation_0-mae:5860.97803 validation_1-mae:6341.66406 [227] validation_0-mae:5856.66406 validation_1-mae:6339.35840 [228] validation_0-mae:5852.91943 validation_1-mae:6336.47559 [229] validation_0-mae:5845.58594 validation_1-mae:6330.74951 [230] validation_0-mae:5839.43750 validation_1-mae:6326.33496 [231] validation_0-mae:5836.72705 validation_1-mae:6324.67871 [232] validation_0-mae:5833.36377 validation_1-mae:6322.92578 [233] validation_0-mae:5828.91455 validation_1-mae:6319.10059 [234] validation_0-mae:5825.32080 validation_1-mae:6318.25000 [235] validation_0-mae:5823.41162 validation_1-mae:6317.06006 [236] validation_0-mae:5821.31934 validation_1-mae:6315.99268 [237] validation_0-mae:5816.73242 validation_1-mae:6313.63086 [238] validation_0-mae:5815.86279 validation_1-mae:6313.13818 [239] validation_0-mae:5811.49121 validation_1-mae:6310.46191 [240] validation_0-mae:5808.39404 validation_1-mae:6309.43213 [241] validation_0-mae:5805.13330 validation_1-mae:6308.13574 [242] validation_0-mae:5803.43408 validation_1-mae:6307.76855 [243] validation_0-mae:5800.56494 validation_1-mae:6306.37451 [244] validation_0-mae:5798.26074 validation_1-mae:6304.93945 [245] validation_0-mae:5795.84131 validation_1-mae:6304.34228 [246] validation_0-mae:5794.55420 validation_1-mae:6303.73193 [247] validation_0-mae:5792.75830 validation_1-mae:6303.43897 [248] validation_0-mae:5789.75293 validation_1-mae:6302.52344 [249] validation_0-mae:5789.15283 validation_1-mae:6302.42139 [250] validation_0-mae:5784.59277 validation_1-mae:6300.50342 [251] validation_0-mae:5782.48291 validation_1-mae:6299.51416 [252] validation_0-mae:5780.14062 validation_1-mae:6299.11670 [253] validation_0-mae:5778.29834 validation_1-mae:6298.60645 [254] validation_0-mae:5776.72998 validation_1-mae:6298.64307 [255] validation_0-mae:5775.72559 validation_1-mae:6298.49805 [256] validation_0-mae:5773.73096 validation_1-mae:6297.86523 [257] validation_0-mae:5771.70215 validation_1-mae:6296.37939 [258] validation_0-mae:5770.25732 validation_1-mae:6295.41016 [259] validation_0-mae:5766.94775 validation_1-mae:6292.52588 [260] validation_0-mae:5765.38672 validation_1-mae:6292.47022 [261] validation_0-mae:5762.74414 validation_1-mae:6291.30176 [262] validation_0-mae:5760.84180 validation_1-mae:6291.78272 [263] validation_0-mae:5758.62353 validation_1-mae:6290.09375 [264] validation_0-mae:5755.70459 validation_1-mae:6289.60400 [265] validation_0-mae:5751.83398 validation_1-mae:6289.47510 [266] validation_0-mae:5748.02930 validation_1-mae:6286.61865 [267] validation_0-mae:5745.39941 validation_1-mae:6285.75147 [268] validation_0-mae:5742.47217 validation_1-mae:6283.76318 [269] validation_0-mae:5736.97705 validation_1-mae:6279.51465 [270] validation_0-mae:5733.43408 validation_1-mae:6278.42041 [271] validation_0-mae:5730.54102 validation_1-mae:6277.30420 [272] validation_0-mae:5723.48828 validation_1-mae:6274.28320 [273] validation_0-mae:5721.64062 validation_1-mae:6273.67334 [274] validation_0-mae:5720.67920 validation_1-mae:6274.00537 [275] validation_0-mae:5719.78760 validation_1-mae:6273.28125 [276] validation_0-mae:5715.82324 validation_1-mae:6271.09180 [277] validation_0-mae:5714.99512 validation_1-mae:6270.75537 [278] validation_0-mae:5713.94873 validation_1-mae:6270.60693 [279] validation_0-mae:5711.12988 validation_1-mae:6269.53174 [280] validation_0-mae:5706.86914 validation_1-mae:6267.50879 [281] validation_0-mae:5704.45312 validation_1-mae:6267.05566 [282] validation_0-mae:5702.69482 validation_1-mae:6265.95312 [283] validation_0-mae:5700.79053 validation_1-mae:6265.57861 [284] validation_0-mae:5698.29395 validation_1-mae:6264.12549 [285] validation_0-mae:5696.75537 validation_1-mae:6263.97022 [286] validation_0-mae:5696.09424 validation_1-mae:6263.72705 [287] validation_0-mae:5695.47803 validation_1-mae:6263.49170 [288] validation_0-mae:5690.74951 validation_1-mae:6261.64111 [289] validation_0-mae:5687.50439 validation_1-mae:6260.80225 [290] validation_0-mae:5685.48828 validation_1-mae:6259.84863 [291] validation_0-mae:5681.98779 validation_1-mae:6258.96045 [292] validation_0-mae:5680.81152 validation_1-mae:6258.04297 [293] validation_0-mae:5677.99609 validation_1-mae:6256.48389 [294] validation_0-mae:5675.66748 validation_1-mae:6255.86182 [295] validation_0-mae:5673.59961 validation_1-mae:6255.20117 [296] validation_0-mae:5672.67432 validation_1-mae:6254.82373 [297] validation_0-mae:5672.39355 validation_1-mae:6255.06299 [298] validation_0-mae:5670.76025 validation_1-mae:6254.47705 [299] validation_0-mae:5666.49609 validation_1-mae:6251.75244 [300] validation_0-mae:5663.90088 validation_1-mae:6251.15527 [301] validation_0-mae:5661.73242 validation_1-mae:6251.15234 [302] validation_0-mae:5660.14648 validation_1-mae:6250.91016 [303] validation_0-mae:5658.27002 validation_1-mae:6250.91748 [304] validation_0-mae:5654.53857 validation_1-mae:6250.57324 [305] validation_0-mae:5652.11084 validation_1-mae:6250.65430 [306] validation_0-mae:5650.68018 validation_1-mae:6250.49121 [307] validation_0-mae:5648.82031 validation_1-mae:6251.02930 [308] validation_0-mae:5647.25342 validation_1-mae:6250.12012 [309] validation_0-mae:5644.01904 validation_1-mae:6248.91846 [310] validation_0-mae:5643.12207 validation_1-mae:6248.51514 [311] validation_0-mae:5640.83789 validation_1-mae:6247.57373 [312] validation_0-mae:5637.75000 validation_1-mae:6246.66064 [313] validation_0-mae:5634.77686 validation_1-mae:6244.63086 [314] validation_0-mae:5631.51611 validation_1-mae:6243.26172 [315] validation_0-mae:5630.05762 validation_1-mae:6243.03027 [316] validation_0-mae:5625.92529 validation_1-mae:6242.49561 [317] validation_0-mae:5624.61523 validation_1-mae:6241.94336 [318] validation_0-mae:5622.19727 validation_1-mae:6241.53711 [319] validation_0-mae:5617.01855 validation_1-mae:6238.32959 [320] validation_0-mae:5613.09668 validation_1-mae:6236.61084 [321] validation_0-mae:5612.01709 validation_1-mae:6236.30713 [322] validation_0-mae:5611.85547 validation_1-mae:6236.53662 [323] validation_0-mae:5606.91992 validation_1-mae:6233.88477 [324] validation_0-mae:5605.77588 validation_1-mae:6233.19873 [325] validation_0-mae:5605.03955 validation_1-mae:6232.88525 [326] validation_0-mae:5602.93945 validation_1-mae:6232.43408 [327] validation_0-mae:5601.30371 validation_1-mae:6231.82959 [328] validation_0-mae:5600.76953 validation_1-mae:6231.82861 [329] validation_0-mae:5598.59717 validation_1-mae:6230.62549 [330] validation_0-mae:5594.14551 validation_1-mae:6228.79053 [331] validation_0-mae:5590.88672 validation_1-mae:6228.92139 [332] validation_0-mae:5587.76123 validation_1-mae:6227.52002 [333] validation_0-mae:5585.78125 validation_1-mae:6227.17773 [334] validation_0-mae:5583.84228 validation_1-mae:6227.37988 [335] validation_0-mae:5581.17920 validation_1-mae:6225.76758 [336] validation_0-mae:5579.10254 validation_1-mae:6224.96484 [337] validation_0-mae:5578.60840 validation_1-mae:6224.61865 [338] validation_0-mae:5576.51514 validation_1-mae:6224.79199 [339] validation_0-mae:5573.92676 validation_1-mae:6222.25342 [340] validation_0-mae:5571.31787 validation_1-mae:6222.01611 [341] validation_0-mae:5569.11377 validation_1-mae:6222.33594 [342] validation_0-mae:5567.29736 validation_1-mae:6222.36914 [343] validation_0-mae:5566.16016 validation_1-mae:6221.51709 [344] validation_0-mae:5562.20703 validation_1-mae:6220.25147 [345] validation_0-mae:5560.90381 validation_1-mae:6219.62256 [346] validation_0-mae:5558.05908 validation_1-mae:6218.86963 [347] validation_0-mae:5557.83936 validation_1-mae:6218.94580 [348] validation_0-mae:5555.32031 validation_1-mae:6219.01904 [349] validation_0-mae:5552.53027 validation_1-mae:6218.58691 [350] validation_0-mae:5549.46533 validation_1-mae:6218.36670 [351] validation_0-mae:5547.34814 validation_1-mae:6218.08936 [352] validation_0-mae:5545.00342 validation_1-mae:6216.86084 [353] validation_0-mae:5541.62891 validation_1-mae:6215.46484 [354] validation_0-mae:5539.54492 validation_1-mae:6215.09522 [355] validation_0-mae:5537.62207 validation_1-mae:6215.45410 [356] validation_0-mae:5532.91016 validation_1-mae:6213.08740 [357] validation_0-mae:5529.62793 validation_1-mae:6212.74365 [358] validation_0-mae:5528.72705 validation_1-mae:6212.68262 [359] validation_0-mae:5528.14404 validation_1-mae:6212.74658 [360] validation_0-mae:5527.60254 validation_1-mae:6212.75684 [361] validation_0-mae:5527.25586 validation_1-mae:6212.70312 [362] validation_0-mae:5525.41211 validation_1-mae:6211.58936 [363] validation_0-mae:5522.79053 validation_1-mae:6210.76758 [364] validation_0-mae:5519.10938 validation_1-mae:6209.28418 [365] validation_0-mae:5518.01660 validation_1-mae:6209.09814 [366] validation_0-mae:5514.26855 validation_1-mae:6207.46728 [367] validation_0-mae:5512.47852 validation_1-mae:6206.53369 [368] validation_0-mae:5509.76562 validation_1-mae:6205.82178 [369] validation_0-mae:5507.55713 validation_1-mae:6204.42432 [370] validation_0-mae:5505.96728 validation_1-mae:6204.00439 [371] validation_0-mae:5504.86475 validation_1-mae:6203.65381 [372] validation_0-mae:5501.99170 validation_1-mae:6202.45605 [373] validation_0-mae:5501.02002 validation_1-mae:6202.30469 [374] validation_0-mae:5496.93164 validation_1-mae:6201.69824 [375] validation_0-mae:5495.40625 validation_1-mae:6201.78125 [376] validation_0-mae:5493.02246 validation_1-mae:6201.38281 [377] validation_0-mae:5490.26367 validation_1-mae:6201.28320 [378] validation_0-mae:5487.12061 validation_1-mae:6199.84717 [379] validation_0-mae:5481.70215 validation_1-mae:6198.30176 [380] validation_0-mae:5480.19043 validation_1-mae:6198.15967 [381] validation_0-mae:5478.77588 validation_1-mae:6197.69482 [382] validation_0-mae:5477.40137 validation_1-mae:6197.62451 [383] validation_0-mae:5474.57520 validation_1-mae:6196.43164 [384] validation_0-mae:5472.26221 validation_1-mae:6196.00586 [385] validation_0-mae:5469.59668 validation_1-mae:6194.38135 [386] validation_0-mae:5466.41357 validation_1-mae:6193.38135 [387] validation_0-mae:5464.02100 validation_1-mae:6192.94580 [388] validation_0-mae:5462.90283 validation_1-mae:6191.82764 [389] validation_0-mae:5460.00391 validation_1-mae:6190.52490 [390] validation_0-mae:5458.12598 validation_1-mae:6190.26807 [391] validation_0-mae:5456.04834 validation_1-mae:6190.36523 [392] validation_0-mae:5453.75635 validation_1-mae:6189.88623 [393] validation_0-mae:5452.96533 validation_1-mae:6189.27148 [394] validation_0-mae:5447.91016 validation_1-mae:6187.71338 [395] validation_0-mae:5445.83350 validation_1-mae:6186.68213 [396] validation_0-mae:5444.22852 validation_1-mae:6185.93359 [397] validation_0-mae:5443.80664 validation_1-mae:6186.06445 [398] validation_0-mae:5443.30615 validation_1-mae:6185.66309 [399] validation_0-mae:5441.99414 validation_1-mae:6185.57715 [400] validation_0-mae:5440.99365 validation_1-mae:6184.85059 [401] validation_0-mae:5439.57031 validation_1-mae:6183.80371 [402] validation_0-mae:5436.87793 validation_1-mae:6183.67920 [403] validation_0-mae:5435.43701 validation_1-mae:6183.36328 [404] validation_0-mae:5434.79492 validation_1-mae:6183.35010 [405] validation_0-mae:5430.78272 validation_1-mae:6181.37012 [406] validation_0-mae:5428.43799 validation_1-mae:6180.27490 [407] validation_0-mae:5426.76123 validation_1-mae:6180.07959 [408] validation_0-mae:5425.57080 validation_1-mae:6179.62451 [409] validation_0-mae:5423.78809 validation_1-mae:6178.88770 [410] validation_0-mae:5422.84033 validation_1-mae:6178.81201 [411] validation_0-mae:5419.52295 validation_1-mae:6177.08838 [412] validation_0-mae:5416.65430 validation_1-mae:6175.50049 [413] validation_0-mae:5414.29395 validation_1-mae:6174.20898 [414] validation_0-mae:5412.43115 validation_1-mae:6172.85156 [415] validation_0-mae:5411.61670 validation_1-mae:6173.03467 [416] validation_0-mae:5410.07764 validation_1-mae:6172.81836 [417] validation_0-mae:5405.86572 validation_1-mae:6172.57324 [418] validation_0-mae:5404.34766 validation_1-mae:6173.09863 [419] validation_0-mae:5403.26172 validation_1-mae:6172.53760 [420] validation_0-mae:5402.83936 validation_1-mae:6172.37402 [421] validation_0-mae:5402.08643 validation_1-mae:6171.97266 [422] validation_0-mae:5401.69238 validation_1-mae:6172.05762 [423] validation_0-mae:5399.77393 validation_1-mae:6172.86523 [424] validation_0-mae:5397.61865 validation_1-mae:6172.16846 [425] validation_0-mae:5395.31152 validation_1-mae:6171.49170 [426] validation_0-mae:5393.52100 validation_1-mae:6170.91699 [427] validation_0-mae:5391.30713 validation_1-mae:6170.55615 [428] validation_0-mae:5390.29443 validation_1-mae:6170.74853 [429] validation_0-mae:5388.21533 validation_1-mae:6170.71631 [430] validation_0-mae:5384.34814 validation_1-mae:6171.41455 [431] validation_0-mae:5380.87402 validation_1-mae:6169.61230 [432] validation_0-mae:5379.03857 validation_1-mae:6169.43408 [433] validation_0-mae:5377.52637 validation_1-mae:6168.67969 [434] validation_0-mae:5374.04102 validation_1-mae:6166.80176 [435] validation_0-mae:5373.45020 validation_1-mae:6166.90186 [436] validation_0-mae:5370.77441 validation_1-mae:6165.95068 [437] validation_0-mae:5370.34766 validation_1-mae:6165.74170 [438] validation_0-mae:5367.63477 validation_1-mae:6163.85254 [439] validation_0-mae:5364.23584 validation_1-mae:6162.24853 [440] validation_0-mae:5361.63086 validation_1-mae:6161.69043 [441] validation_0-mae:5360.47266 validation_1-mae:6161.73340 [442] validation_0-mae:5359.72949 validation_1-mae:6161.58984 [443] validation_0-mae:5359.50830 validation_1-mae:6161.54492 [444] validation_0-mae:5356.49951 validation_1-mae:6159.96582 [445] validation_0-mae:5355.28467 validation_1-mae:6159.87207 [446] validation_0-mae:5353.95996 validation_1-mae:6159.10791 [447] validation_0-mae:5353.18311 validation_1-mae:6158.82031 [448] validation_0-mae:5351.32031 validation_1-mae:6158.69092 [449] validation_0-mae:5349.95605 validation_1-mae:6159.02734 [450] validation_0-mae:5347.19971 validation_1-mae:6158.68945 [451] validation_0-mae:5345.45508 validation_1-mae:6157.44873 [452] validation_0-mae:5344.00098 validation_1-mae:6157.92334 [453] validation_0-mae:5342.63525 validation_1-mae:6157.96436 [454] validation_0-mae:5339.02441 validation_1-mae:6155.01172 [455] validation_0-mae:5337.68701 validation_1-mae:6155.03027 [456] validation_0-mae:5335.81299 validation_1-mae:6155.01367 [457] validation_0-mae:5332.80225 validation_1-mae:6153.66064 [458] validation_0-mae:5331.32861 validation_1-mae:6153.51318 [459] validation_0-mae:5329.10010 validation_1-mae:6152.30908 [460] validation_0-mae:5328.92236 validation_1-mae:6152.33936 [461] validation_0-mae:5327.78076 validation_1-mae:6152.11523 [462] validation_0-mae:5325.53467 validation_1-mae:6151.24756 [463] validation_0-mae:5324.15039 validation_1-mae:6151.06445 [464] validation_0-mae:5322.69043 validation_1-mae:6151.10352 [465] validation_0-mae:5321.30078 validation_1-mae:6150.91895 [466] validation_0-mae:5320.20166 validation_1-mae:6150.73975 [467] validation_0-mae:5318.00049 validation_1-mae:6149.84033 [468] validation_0-mae:5316.03467 validation_1-mae:6148.35352 [469] validation_0-mae:5313.34473 validation_1-mae:6146.07666 [470] validation_0-mae:5310.51514 validation_1-mae:6145.33496 [471] validation_0-mae:5308.99512 validation_1-mae:6145.11426 [472] validation_0-mae:5308.91064 validation_1-mae:6145.06494 [473] validation_0-mae:5307.87744 validation_1-mae:6145.09473 [474] validation_0-mae:5306.68066 validation_1-mae:6145.02734 [475] validation_0-mae:5304.14746 validation_1-mae:6143.80518 [476] validation_0-mae:5301.86377 validation_1-mae:6142.87549 [477] validation_0-mae:5299.29248 validation_1-mae:6141.82031 [478] validation_0-mae:5296.57568 validation_1-mae:6141.99219 [479] validation_0-mae:5294.79053 validation_1-mae:6141.77393 [480] validation_0-mae:5292.96338 validation_1-mae:6141.52197 [481] validation_0-mae:5291.58887 validation_1-mae:6141.05322 [482] validation_0-mae:5289.09863 validation_1-mae:6139.51758 [483] validation_0-mae:5285.90576 validation_1-mae:6137.64453 [484] validation_0-mae:5285.65576 validation_1-mae:6137.71582 [485] validation_0-mae:5284.14600 validation_1-mae:6137.51270 [486] validation_0-mae:5283.37207 validation_1-mae:6137.21094 [487] validation_0-mae:5282.41699 validation_1-mae:6136.94922 [488] validation_0-mae:5280.78320 validation_1-mae:6137.18506 [489] validation_0-mae:5279.75977 validation_1-mae:6136.99561 [490] validation_0-mae:5276.89355 validation_1-mae:6135.89697 [491] validation_0-mae:5275.88037 validation_1-mae:6136.43018 [492] validation_0-mae:5274.65918 validation_1-mae:6136.39697 [493] validation_0-mae:5274.36475 validation_1-mae:6136.31836 [494] validation_0-mae:5272.61328 validation_1-mae:6136.53467 [495] validation_0-mae:5272.01270 validation_1-mae:6136.64795 [496] validation_0-mae:5270.65186 validation_1-mae:6136.97070 [497] validation_0-mae:5268.81055 validation_1-mae:6137.38818 [498] validation_0-mae:5267.41895 validation_1-mae:6137.62012 [499] validation_0-mae:5266.03369 validation_1-mae:6138.08496 [500] validation_0-mae:5263.25879 validation_1-mae:6136.90674 [501] validation_0-mae:5261.46240 validation_1-mae:6136.45752 [502] validation_0-mae:5259.84522 validation_1-mae:6136.41553 [503] validation_0-mae:5258.51514 validation_1-mae:6135.52588 [504] validation_0-mae:5258.24707 validation_1-mae:6135.61816 [505] validation_0-mae:5258.18359 validation_1-mae:6135.83496 [506] validation_0-mae:5256.75244 validation_1-mae:6135.53418 [507] validation_0-mae:5255.00293 validation_1-mae:6135.25049 [508] validation_0-mae:5252.80469 validation_1-mae:6133.94238 [509] validation_0-mae:5249.28223 validation_1-mae:6133.36035 [510] validation_0-mae:5248.12695 validation_1-mae:6132.92676 [511] validation_0-mae:5246.99756 validation_1-mae:6133.43555 [512] validation_0-mae:5245.06787 validation_1-mae:6133.90723 [513] validation_0-mae:5243.44189 validation_1-mae:6133.48682 [514] validation_0-mae:5242.86133 validation_1-mae:6133.28516 [515] validation_0-mae:5239.43603 validation_1-mae:6131.97363 [516] validation_0-mae:5238.40820 validation_1-mae:6131.37647 [517] validation_0-mae:5237.89697 validation_1-mae:6131.46826 [518] validation_0-mae:5237.59326 validation_1-mae:6131.41504 [519] validation_0-mae:5235.86279 validation_1-mae:6131.32178 [520] validation_0-mae:5234.97852 validation_1-mae:6131.86816 [521] validation_0-mae:5232.30273 validation_1-mae:6131.82031 [522] validation_0-mae:5230.97266 validation_1-mae:6132.14551 [523] validation_0-mae:5228.56885 validation_1-mae:6132.18848 [524] validation_0-mae:5226.21631 validation_1-mae:6131.98486 [525] validation_0-mae:5224.15039 validation_1-mae:6131.64502 [526] validation_0-mae:5221.96680 validation_1-mae:6130.37109 [527] validation_0-mae:5219.12500 validation_1-mae:6128.86279 [528] validation_0-mae:5217.51660 validation_1-mae:6129.39551 [529] validation_0-mae:5214.84766 validation_1-mae:6129.25635 [530] validation_0-mae:5211.21289 validation_1-mae:6128.56397 [531] validation_0-mae:5209.79395 validation_1-mae:6128.29053 [532] validation_0-mae:5208.69873 validation_1-mae:6128.81445 [533] validation_0-mae:5208.46924 validation_1-mae:6128.87353 [534] validation_0-mae:5207.03174 validation_1-mae:6128.13721 [535] validation_0-mae:5204.17725 validation_1-mae:6127.75391 [536] validation_0-mae:5202.84473 validation_1-mae:6127.12158 [537] validation_0-mae:5201.35352 validation_1-mae:6127.14551 [538] validation_0-mae:5199.19824 validation_1-mae:6126.32617 [539] validation_0-mae:5196.82812 validation_1-mae:6125.27100 [540] validation_0-mae:5195.49805 validation_1-mae:6125.19922 [541] validation_0-mae:5193.74561 validation_1-mae:6125.04150 [542] validation_0-mae:5192.45508 validation_1-mae:6124.96875 [543] validation_0-mae:5192.32471 validation_1-mae:6124.91797 [544] validation_0-mae:5191.14648 validation_1-mae:6125.13477 [545] validation_0-mae:5187.68945 validation_1-mae:6124.32764 [546] validation_0-mae:5186.17139 validation_1-mae:6124.16699 [547] validation_0-mae:5183.95557 validation_1-mae:6123.83545 [548] validation_0-mae:5183.73828 validation_1-mae:6123.89600 [549] validation_0-mae:5182.70117 validation_1-mae:6123.63916 [550] validation_0-mae:5181.44775 validation_1-mae:6123.08203 [551] validation_0-mae:5179.46924 validation_1-mae:6122.41943 [552] validation_0-mae:5178.74561 validation_1-mae:6122.13379 [553] validation_0-mae:5177.90332 validation_1-mae:6122.03272 [554] validation_0-mae:5176.31055 validation_1-mae:6121.45459 [555] validation_0-mae:5175.18262 validation_1-mae:6121.50391 [556] validation_0-mae:5172.53418 validation_1-mae:6121.82861 [557] validation_0-mae:5170.72705 validation_1-mae:6121.68750 [558] validation_0-mae:5168.58643 validation_1-mae:6121.19824 [559] validation_0-mae:5167.11475 validation_1-mae:6120.55566 [560] validation_0-mae:5166.46143 validation_1-mae:6120.41406 [561] validation_0-mae:5164.51318 validation_1-mae:6119.74170 [562] validation_0-mae:5162.75928 validation_1-mae:6119.87598 [563] validation_0-mae:5161.37305 validation_1-mae:6118.86768 [564] validation_0-mae:5160.48193 validation_1-mae:6118.80615 [565] validation_0-mae:5159.39014 validation_1-mae:6118.71680 [566] validation_0-mae:5159.24463 validation_1-mae:6118.72559 [567] validation_0-mae:5157.85449 validation_1-mae:6118.55371 [568] validation_0-mae:5156.95898 validation_1-mae:6118.18945 [569] validation_0-mae:5155.22510 validation_1-mae:6118.02051 [570] validation_0-mae:5153.71436 validation_1-mae:6117.44727 [571] validation_0-mae:5152.92285 validation_1-mae:6117.25684 [572] validation_0-mae:5152.31494 validation_1-mae:6117.08838 [573] validation_0-mae:5150.82275 validation_1-mae:6116.40039 [574] validation_0-mae:5149.58984 validation_1-mae:6116.68213 [575] validation_0-mae:5147.69238 validation_1-mae:6116.29639 [576] validation_0-mae:5147.54346 validation_1-mae:6116.29785 [577] validation_0-mae:5146.35205 validation_1-mae:6116.41943 [578] validation_0-mae:5145.38867 validation_1-mae:6115.90186 [579] validation_0-mae:5143.72266 validation_1-mae:6115.45459 [580] validation_0-mae:5142.04297 validation_1-mae:6115.06885 [581] validation_0-mae:5138.79004 validation_1-mae:6112.97022 [582] validation_0-mae:5137.39014 validation_1-mae:6113.17725 [583] validation_0-mae:5135.28955 validation_1-mae:6112.37988 [584] validation_0-mae:5134.04492 validation_1-mae:6112.18213 [585] validation_0-mae:5133.08252 validation_1-mae:6111.93115 [586] validation_0-mae:5131.04883 validation_1-mae:6111.18799 [587] validation_0-mae:5130.96924 validation_1-mae:6111.13037 [588] validation_0-mae:5128.41943 validation_1-mae:6109.95703 [589] validation_0-mae:5126.55127 validation_1-mae:6109.38330 [590] validation_0-mae:5125.38037 validation_1-mae:6109.72803 [591] validation_0-mae:5123.30615 validation_1-mae:6109.41162 [592] validation_0-mae:5121.83740 validation_1-mae:6109.13721 [593] validation_0-mae:5121.01709 validation_1-mae:6109.09277 [594] validation_0-mae:5118.95703 validation_1-mae:6108.35791 [595] validation_0-mae:5118.53662 validation_1-mae:6108.44141 [596] validation_0-mae:5118.33301 validation_1-mae:6108.52978 [597] validation_0-mae:5117.38135 validation_1-mae:6108.05957 [598] validation_0-mae:5116.63721 validation_1-mae:6108.03906 [599] validation_0-mae:5115.79590 validation_1-mae:6108.28662 [600] validation_0-mae:5113.82959 validation_1-mae:6107.91455 [601] validation_0-mae:5111.75684 validation_1-mae:6107.57520 [602] validation_0-mae:5109.97412 validation_1-mae:6106.97412 [603] validation_0-mae:5109.43555 validation_1-mae:6106.87549 [604] validation_0-mae:5106.25928 validation_1-mae:6106.47754 [605] validation_0-mae:5104.61133 validation_1-mae:6107.10840 [606] validation_0-mae:5100.93994 validation_1-mae:6107.09863 [607] validation_0-mae:5099.76221 validation_1-mae:6107.29248 [608] validation_0-mae:5099.02197 validation_1-mae:6107.19238 [609] validation_0-mae:5097.87695 validation_1-mae:6107.03418 [610] validation_0-mae:5096.97461 validation_1-mae:6106.82422 [611] validation_0-mae:5095.27832 validation_1-mae:6107.18457 [612] validation_0-mae:5094.39600 validation_1-mae:6106.72949 [613] validation_0-mae:5093.51465 validation_1-mae:6106.46436 [614] validation_0-mae:5093.43603 validation_1-mae:6106.49805 [615] validation_0-mae:5091.13379 validation_1-mae:6105.10645 [616] validation_0-mae:5089.76807 validation_1-mae:6104.97900 [617] validation_0-mae:5088.25781 validation_1-mae:6104.86865 [618] validation_0-mae:5087.84033 validation_1-mae:6104.60352 [619] validation_0-mae:5086.08984 validation_1-mae:6104.55908 [620] validation_0-mae:5083.53564 validation_1-mae:6103.54443 [621] validation_0-mae:5080.96533 validation_1-mae:6103.02588 [622] validation_0-mae:5079.69434 validation_1-mae:6103.42236 [623] validation_0-mae:5078.01416 validation_1-mae:6103.04150 [624] validation_0-mae:5076.99902 validation_1-mae:6102.81494 [625] validation_0-mae:5075.99707 validation_1-mae:6102.50000 [626] validation_0-mae:5073.86182 validation_1-mae:6102.03955 [627] validation_0-mae:5073.04053 validation_1-mae:6101.81299 [628] validation_0-mae:5072.00293 validation_1-mae:6101.58057 [629] validation_0-mae:5071.88818 validation_1-mae:6101.69189 [630] validation_0-mae:5071.78809 validation_1-mae:6101.69971 [631] validation_0-mae:5069.49902 validation_1-mae:6101.16553 [632] validation_0-mae:5067.30859 validation_1-mae:6100.25537 [633] validation_0-mae:5066.88965 validation_1-mae:6100.33105 [634] validation_0-mae:5065.75928 validation_1-mae:6100.13867 [635] validation_0-mae:5064.12451 validation_1-mae:6099.69971 [636] validation_0-mae:5062.71631 validation_1-mae:6100.02441 [637] validation_0-mae:5061.50635 validation_1-mae:6099.94092 [638] validation_0-mae:5058.92676 validation_1-mae:6098.45020 [639] validation_0-mae:5056.84424 validation_1-mae:6098.28809 [640] validation_0-mae:5055.47998 validation_1-mae:6098.33398 [641] validation_0-mae:5055.25977 validation_1-mae:6098.39795 [642] validation_0-mae:5053.57275 validation_1-mae:6097.77246 [643] validation_0-mae:5052.77734 validation_1-mae:6097.83545 [644] validation_0-mae:5052.29102 validation_1-mae:6097.68750 [645] validation_0-mae:5051.74707 validation_1-mae:6097.89648 [646] validation_0-mae:5051.17578 validation_1-mae:6098.12793 [647] validation_0-mae:5049.38135 validation_1-mae:6097.77441 [648] validation_0-mae:5048.06787 validation_1-mae:6097.28320 [649] validation_0-mae:5047.55322 validation_1-mae:6096.94287 [650] validation_0-mae:5046.46631 validation_1-mae:6096.74023 [651] validation_0-mae:5044.17969 validation_1-mae:6096.24414 [652] validation_0-mae:5042.59131 validation_1-mae:6095.77393 [653] validation_0-mae:5040.85645 validation_1-mae:6095.41748 [654] validation_0-mae:5040.06152 validation_1-mae:6095.48145 [655] validation_0-mae:5038.98682 validation_1-mae:6095.38281 [656] validation_0-mae:5037.77344 validation_1-mae:6096.26270 [657] validation_0-mae:5035.63672 validation_1-mae:6095.26904 [658] validation_0-mae:5035.48682 validation_1-mae:6095.33057 [659] validation_0-mae:5032.46826 validation_1-mae:6094.34424 [660] validation_0-mae:5030.05322 validation_1-mae:6093.69531 [661] validation_0-mae:5028.80322 validation_1-mae:6093.03516 [662] validation_0-mae:5027.09863 validation_1-mae:6091.97461 [663] validation_0-mae:5025.89404 validation_1-mae:6091.15332 [664] validation_0-mae:5024.40332 validation_1-mae:6090.94238 [665] validation_0-mae:5022.69873 validation_1-mae:6090.35059 [666] validation_0-mae:5021.11084 validation_1-mae:6089.64648 [667] validation_0-mae:5020.16895 validation_1-mae:6089.32275 [668] validation_0-mae:5018.07617 validation_1-mae:6089.02051 [669] validation_0-mae:5016.00928 validation_1-mae:6087.96582 [670] validation_0-mae:5014.43652 validation_1-mae:6087.50684 [671] validation_0-mae:5013.01123 validation_1-mae:6087.62988 [672] validation_0-mae:5011.89941 validation_1-mae:6088.22754 [673] validation_0-mae:5010.20264 validation_1-mae:6087.65625 [674] validation_0-mae:5009.16699 validation_1-mae:6087.14209 [675] validation_0-mae:5008.07764 validation_1-mae:6086.70801 [676] validation_0-mae:5006.75732 validation_1-mae:6087.10889 [677] validation_0-mae:5004.44873 validation_1-mae:6086.52588 [678] validation_0-mae:5003.31934 validation_1-mae:6086.79150 [679] validation_0-mae:5001.80273 validation_1-mae:6086.12158 [680] validation_0-mae:4999.65674 validation_1-mae:6085.74316 [681] validation_0-mae:4998.64307 validation_1-mae:6085.98682 [682] validation_0-mae:4997.67383 validation_1-mae:6086.01855 [683] validation_0-mae:4996.41699 validation_1-mae:6085.99853 [684] validation_0-mae:4995.15527 validation_1-mae:6086.19824 [685] validation_0-mae:4992.98877 validation_1-mae:6085.98633 [686] validation_0-mae:4992.18945 validation_1-mae:6086.10498 [687] validation_0-mae:4990.88867 validation_1-mae:6085.17285 [688] validation_0-mae:4990.75391 validation_1-mae:6085.14697 [689] validation_0-mae:4989.41553 validation_1-mae:6084.82812 [690] validation_0-mae:4988.72168 validation_1-mae:6085.20605 [691] validation_0-mae:4987.71338 validation_1-mae:6084.86816 [692] validation_0-mae:4985.16650 validation_1-mae:6084.60010 [693] validation_0-mae:4984.14209 validation_1-mae:6084.44971 [694] validation_0-mae:4982.14453 validation_1-mae:6082.97363 [695] validation_0-mae:4980.68457 validation_1-mae:6082.68359 [696] validation_0-mae:4979.05664 validation_1-mae:6081.91357 [697] validation_0-mae:4978.12891 validation_1-mae:6081.74121 [698] validation_0-mae:4977.37158 validation_1-mae:6081.19873 [699] validation_0-mae:4975.72363 validation_1-mae:6080.53516 [700] validation_0-mae:4974.35693 validation_1-mae:6081.01855 [701] validation_0-mae:4972.82666 validation_1-mae:6080.83350 [702] validation_0-mae:4971.32861 validation_1-mae:6080.35352 [703] validation_0-mae:4970.30518 validation_1-mae:6080.37402 [704] validation_0-mae:4968.81934 validation_1-mae:6080.47803 [705] validation_0-mae:4967.35352 validation_1-mae:6080.03027 [706] validation_0-mae:4966.54150 validation_1-mae:6080.08936 [707] validation_0-mae:4966.30078 validation_1-mae:6079.94629 [708] validation_0-mae:4966.06152 validation_1-mae:6079.91895 [709] validation_0-mae:4965.54980 validation_1-mae:6079.92920 [710] validation_0-mae:4965.38428 validation_1-mae:6080.00732 [711] validation_0-mae:4963.09326 validation_1-mae:6079.78418 [712] validation_0-mae:4962.19482 validation_1-mae:6079.68897 [713] validation_0-mae:4960.39795 validation_1-mae:6080.22412 [714] validation_0-mae:4959.67236 validation_1-mae:6079.86914 [715] validation_0-mae:4958.44824 validation_1-mae:6080.32861 [716] validation_0-mae:4958.17236 validation_1-mae:6080.23584 [717] validation_0-mae:4957.54395 validation_1-mae:6080.15576 [718] validation_0-mae:4956.63477 validation_1-mae:6079.97949 [719] validation_0-mae:4955.32568 validation_1-mae:6079.64795 [720] validation_0-mae:4954.23096 validation_1-mae:6080.86328 [721] validation_0-mae:4950.97363 validation_1-mae:6080.46387 [722] validation_0-mae:4949.64893 validation_1-mae:6080.41602 [723] validation_0-mae:4948.23242 validation_1-mae:6079.06787 [724] validation_0-mae:4946.09912 validation_1-mae:6078.03174 [725] validation_0-mae:4944.03076 validation_1-mae:6076.62842 [726] validation_0-mae:4941.42773 validation_1-mae:6075.07959 [727] validation_0-mae:4938.58057 validation_1-mae:6074.11279 [728] validation_0-mae:4937.17432 validation_1-mae:6074.26709 [729] validation_0-mae:4937.01709 validation_1-mae:6074.26562 [730] validation_0-mae:4934.95801 validation_1-mae:6074.28174 [731] validation_0-mae:4933.46924 validation_1-mae:6074.52393 [732] validation_0-mae:4930.89160 validation_1-mae:6074.28857 [733] validation_0-mae:4929.72656 validation_1-mae:6073.76660 [734] validation_0-mae:4928.31445 validation_1-mae:6073.68603 [735] validation_0-mae:4926.73291 validation_1-mae:6073.47656 [736] validation_0-mae:4925.06592 validation_1-mae:6072.48779 [737] validation_0-mae:4924.59912 validation_1-mae:6072.56885 [738] validation_0-mae:4921.53516 validation_1-mae:6071.49414 [739] validation_0-mae:4919.12647 validation_1-mae:6070.22949 [740] validation_0-mae:4916.74951 validation_1-mae:6070.07666 [741] validation_0-mae:4913.95703 validation_1-mae:6069.70898 [742] validation_0-mae:4912.72754 validation_1-mae:6069.95020 [743] validation_0-mae:4911.75586 validation_1-mae:6069.83447 [744] validation_0-mae:4910.30176 validation_1-mae:6069.62549 [745] validation_0-mae:4909.48096 validation_1-mae:6069.58740 [746] validation_0-mae:4907.10986 validation_1-mae:6068.33398 [747] validation_0-mae:4905.49756 validation_1-mae:6068.45850 [748] validation_0-mae:4904.99951 validation_1-mae:6068.02246 [749] validation_0-mae:4903.33154 validation_1-mae:6068.70605 [750] validation_0-mae:4902.80371 validation_1-mae:6068.50879 [751] validation_0-mae:4902.47314 validation_1-mae:6068.52881 [752] validation_0-mae:4902.33008 validation_1-mae:6068.44971 [753] validation_0-mae:4901.27881 validation_1-mae:6068.32812 [754] validation_0-mae:4899.90820 validation_1-mae:6068.01709 [755] validation_0-mae:4899.18408 validation_1-mae:6068.25147 [756] validation_0-mae:4896.51025 validation_1-mae:6067.15674 [757] validation_0-mae:4894.38965 validation_1-mae:6066.19092 [758] validation_0-mae:4890.68701 validation_1-mae:6064.46582 [759] validation_0-mae:4889.52930 validation_1-mae:6064.20459 [760] validation_0-mae:4888.94971 validation_1-mae:6064.27002 [761] validation_0-mae:4887.89258 validation_1-mae:6063.81299 [762] validation_0-mae:4886.76172 validation_1-mae:6063.93115 [763] validation_0-mae:4884.46143 validation_1-mae:6064.04639 [764] validation_0-mae:4882.87256 validation_1-mae:6063.42236 [765] validation_0-mae:4879.73633 validation_1-mae:6062.43848 [766] validation_0-mae:4877.27100 validation_1-mae:6062.58447 [767] validation_0-mae:4875.73096 validation_1-mae:6061.93945 [768] validation_0-mae:4873.10010 validation_1-mae:6060.95605 [769] validation_0-mae:4869.99414 validation_1-mae:6059.42676 [770] validation_0-mae:4866.64258 validation_1-mae:6058.90674 [771] validation_0-mae:4864.56641 validation_1-mae:6059.56299 [772] validation_0-mae:4863.78857 validation_1-mae:6059.40918 [773] validation_0-mae:4863.38379 validation_1-mae:6059.29395 [774] validation_0-mae:4862.18750 validation_1-mae:6059.05273 [775] validation_0-mae:4860.98438 validation_1-mae:6058.99561 [776] validation_0-mae:4859.97803 validation_1-mae:6058.88916 [777] validation_0-mae:4859.83301 validation_1-mae:6058.77881 [778] validation_0-mae:4859.57715 validation_1-mae:6058.78369 [779] validation_0-mae:4858.15820 validation_1-mae:6058.33984 [780] validation_0-mae:4858.01221 validation_1-mae:6058.27783 [781] validation_0-mae:4857.67334 validation_1-mae:6058.91504 [782] validation_0-mae:4857.13379 validation_1-mae:6059.10693 [783] validation_0-mae:4855.86035 validation_1-mae:6059.07373 [784] validation_0-mae:4854.04736 validation_1-mae:6057.92334 [785] validation_0-mae:4852.91992 validation_1-mae:6057.63574 [786] validation_0-mae:4852.42969 validation_1-mae:6057.50928 [787] validation_0-mae:4851.94531 validation_1-mae:6057.45117 [788] validation_0-mae:4848.75830 validation_1-mae:6057.90088 [789] validation_0-mae:4846.47461 validation_1-mae:6058.43359 [790] validation_0-mae:4845.31152 validation_1-mae:6057.89160 [791] validation_0-mae:4842.52686 validation_1-mae:6056.13672 [792] validation_0-mae:4841.81103 validation_1-mae:6056.06299 [793] validation_0-mae:4840.97168 validation_1-mae:6056.19434 [794] validation_0-mae:4839.92578 validation_1-mae:6056.09082 [795] validation_0-mae:4838.40332 validation_1-mae:6056.14893 [796] validation_0-mae:4836.49561 validation_1-mae:6055.65039 [797] validation_0-mae:4834.91357 validation_1-mae:6055.28613 [798] validation_0-mae:4834.49316 validation_1-mae:6055.38428 [799] validation_0-mae:4832.97070 validation_1-mae:6054.77490 [800] validation_0-mae:4832.51367 validation_1-mae:6055.14209 [801] validation_0-mae:4830.54834 validation_1-mae:6054.88428 [802] validation_0-mae:4828.42725 validation_1-mae:6054.73340 [803] validation_0-mae:4827.73730 validation_1-mae:6054.33936 [804] validation_0-mae:4827.64697 validation_1-mae:6054.41992 [805] validation_0-mae:4826.76904 validation_1-mae:6054.68262 [806] validation_0-mae:4824.03272 validation_1-mae:6054.12305 [807] validation_0-mae:4821.65527 validation_1-mae:6053.67334 [808] validation_0-mae:4820.61377 validation_1-mae:6053.47022 [809] validation_0-mae:4820.01123 validation_1-mae:6053.46582 [810] validation_0-mae:4818.03467 validation_1-mae:6053.34082 [811] validation_0-mae:4816.17969 validation_1-mae:6052.53906 [812] validation_0-mae:4812.85693 validation_1-mae:6052.53418 [813] validation_0-mae:4811.86621 validation_1-mae:6052.46045 [814] validation_0-mae:4811.06738 validation_1-mae:6052.56543 [815] validation_0-mae:4810.63086 validation_1-mae:6052.57422 [816] validation_0-mae:4807.83740 validation_1-mae:6052.22510 [817] validation_0-mae:4806.18603 validation_1-mae:6051.90625 [818] validation_0-mae:4804.24463 validation_1-mae:6051.82520 [819] validation_0-mae:4801.09180 validation_1-mae:6051.55127 [820] validation_0-mae:4799.85352 validation_1-mae:6050.79883 [821] validation_0-mae:4799.46973 validation_1-mae:6051.00391 [822] validation_0-mae:4799.05273 validation_1-mae:6050.82275 [823] validation_0-mae:4798.39795 validation_1-mae:6050.66406 [824] validation_0-mae:4797.28272 validation_1-mae:6050.14307 [825] validation_0-mae:4796.78223 validation_1-mae:6049.70557 [826] validation_0-mae:4795.32520 validation_1-mae:6049.16504 [827] validation_0-mae:4793.20801 validation_1-mae:6048.25732 [828] validation_0-mae:4791.68164 validation_1-mae:6048.18603 [829] validation_0-mae:4790.32764 validation_1-mae:6047.27197 [830] validation_0-mae:4789.71191 validation_1-mae:6047.22266 [831] validation_0-mae:4788.81836 validation_1-mae:6047.14111 [832] validation_0-mae:4787.47900 validation_1-mae:6046.62891 [833] validation_0-mae:4785.68603 validation_1-mae:6045.60205 [834] validation_0-mae:4782.82764 validation_1-mae:6044.56934 [835] validation_0-mae:4781.89648 validation_1-mae:6044.74756 [836] validation_0-mae:4780.98535 validation_1-mae:6044.56787 [837] validation_0-mae:4779.26855 validation_1-mae:6044.73682 [838] validation_0-mae:4778.34033 validation_1-mae:6044.52832 [839] validation_0-mae:4777.51025 validation_1-mae:6044.95312 [840] validation_0-mae:4776.15381 validation_1-mae:6045.20850 [841] validation_0-mae:4774.76953 validation_1-mae:6044.20068 [842] validation_0-mae:4774.12744 validation_1-mae:6044.36523 [843] validation_0-mae:4773.39551 validation_1-mae:6044.44580 [844] validation_0-mae:4772.08594 validation_1-mae:6043.99121 [845] validation_0-mae:4770.66797 validation_1-mae:6043.48047 [846] validation_0-mae:4769.44092 validation_1-mae:6043.71777 [847] validation_0-mae:4768.75244 validation_1-mae:6043.98486 [848] validation_0-mae:4768.70557 validation_1-mae:6044.02295 [849] validation_0-mae:4768.24365 validation_1-mae:6043.87842 [850] validation_0-mae:4766.89844 validation_1-mae:6044.20654 [851] validation_0-mae:4764.80762 validation_1-mae:6044.42090 [852] validation_0-mae:4762.70264 validation_1-mae:6045.04736 [853] validation_0-mae:4761.07227 validation_1-mae:6044.90283 [854] validation_0-mae:4760.20557 validation_1-mae:6044.96680 [855] validation_0-mae:4758.18359 validation_1-mae:6045.08447 [856] validation_0-mae:4757.97656 validation_1-mae:6045.21973 [857] validation_0-mae:4757.52393 validation_1-mae:6045.44531 [858] validation_0-mae:4756.96387 validation_1-mae:6045.60938 [859] validation_0-mae:4756.74951 validation_1-mae:6045.53467 [860] validation_0-mae:4754.91162 validation_1-mae:6045.54004 [861] validation_0-mae:4753.62647 validation_1-mae:6045.14014 [862] validation_0-mae:4752.29248 validation_1-mae:6045.49853 [863] validation_0-mae:4750.98193 validation_1-mae:6045.58740 [864] validation_0-mae:4749.44092 validation_1-mae:6045.81738 [865] validation_0-mae:4748.23340 validation_1-mae:6045.75439 [866] validation_0-mae:4747.18994 validation_1-mae:6045.85547 [867] validation_0-mae:4746.14844 validation_1-mae:6046.15967 [868] validation_0-mae:4745.53857 validation_1-mae:6046.18652 [869] validation_0-mae:4744.46387 validation_1-mae:6046.06445 [870] validation_0-mae:4742.60156 validation_1-mae:6046.27539 [871] validation_0-mae:4742.03662 validation_1-mae:6046.21875 [872] validation_0-mae:4740.84814 validation_1-mae:6046.51807 [873] validation_0-mae:4738.65332 validation_1-mae:6046.79150 [874] validation_0-mae:4737.82178 validation_1-mae:6047.06641 [875] validation_0-mae:4736.08105 validation_1-mae:6045.52588 [876] validation_0-mae:4735.87158 validation_1-mae:6045.59668 [877] validation_0-mae:4734.77783 validation_1-mae:6044.87891 [878] validation_0-mae:4734.04297 validation_1-mae:6044.88477 [879] validation_0-mae:4732.72852 validation_1-mae:6044.42285 [880] validation_0-mae:4732.33887 validation_1-mae:6044.41699 [881] validation_0-mae:4731.69824 validation_1-mae:6044.39160 [882] validation_0-mae:4730.39307 validation_1-mae:6044.14941 [883] validation_0-mae:4729.50293 validation_1-mae:6044.02783 [884] validation_0-mae:4728.32715 validation_1-mae:6044.03662 [885] validation_0-mae:4727.37305 validation_1-mae:6043.49414 [886] validation_0-mae:4724.85693 validation_1-mae:6043.05078 [887] validation_0-mae:4723.83936 validation_1-mae:6042.79932 [888] validation_0-mae:4722.39453 validation_1-mae:6042.93457 [889] validation_0-mae:4719.72412 validation_1-mae:6041.97998 [890] validation_0-mae:4718.80566 validation_1-mae:6041.84863 [891] validation_0-mae:4717.61133 validation_1-mae:6041.07812 [892] validation_0-mae:4715.88574 validation_1-mae:6040.46240 [893] validation_0-mae:4713.27637 validation_1-mae:6039.01514 [894] validation_0-mae:4711.40088 validation_1-mae:6038.94873 [895] validation_0-mae:4709.89160 validation_1-mae:6038.70410 [896] validation_0-mae:4709.50000 validation_1-mae:6038.82666 [897] validation_0-mae:4708.35107 validation_1-mae:6039.05566 [898] validation_0-mae:4707.45996 validation_1-mae:6038.96875 [899] validation_0-mae:4706.31543 validation_1-mae:6038.75391 [900] validation_0-mae:4704.47754 validation_1-mae:6038.69629 [901] validation_0-mae:4702.46387 validation_1-mae:6038.47363 [902] validation_0-mae:4700.90430 validation_1-mae:6038.64404 [903] validation_0-mae:4700.41162 validation_1-mae:6038.60791 [904] validation_0-mae:4698.59717 validation_1-mae:6038.08594 [905] validation_0-mae:4696.07568 validation_1-mae:6038.00977 [906] validation_0-mae:4694.46973 validation_1-mae:6037.62305 [907] validation_0-mae:4692.54980 validation_1-mae:6036.43164 [908] validation_0-mae:4689.66064 validation_1-mae:6034.30664 [909] validation_0-mae:4688.16846 validation_1-mae:6034.26660 [910] validation_0-mae:4687.80371 validation_1-mae:6034.14697 [911] validation_0-mae:4687.20605 validation_1-mae:6034.03564 [912] validation_0-mae:4687.05078 validation_1-mae:6034.13184 [913] validation_0-mae:4686.71045 validation_1-mae:6034.24707 [914] validation_0-mae:4685.66797 validation_1-mae:6034.23877 [915] validation_0-mae:4684.92871 validation_1-mae:6034.41064 [916] validation_0-mae:4683.87305 validation_1-mae:6034.03272 [917] validation_0-mae:4681.97998 validation_1-mae:6032.90186 [918] validation_0-mae:4680.11865 validation_1-mae:6033.03906 [919] validation_0-mae:4678.59277 validation_1-mae:6034.09522 [920] validation_0-mae:4677.31592 validation_1-mae:6033.67529 [921] validation_0-mae:4675.42432 validation_1-mae:6032.59277 [922] validation_0-mae:4674.70215 validation_1-mae:6031.97803 [923] validation_0-mae:4674.42139 validation_1-mae:6031.98096 [924] validation_0-mae:4673.43945 validation_1-mae:6031.66113 [925] validation_0-mae:4673.05957 validation_1-mae:6031.57764 [926] validation_0-mae:4672.41113 validation_1-mae:6031.65527 [927] validation_0-mae:4671.87598 validation_1-mae:6031.46289 [928] validation_0-mae:4670.64258 validation_1-mae:6032.18652 [929] validation_0-mae:4668.70947 validation_1-mae:6030.59082 [930] validation_0-mae:4667.84424 validation_1-mae:6030.74805 [931] validation_0-mae:4666.18115 validation_1-mae:6029.81250 [932] validation_0-mae:4665.10205 validation_1-mae:6029.73779 [933] validation_0-mae:4664.27393 validation_1-mae:6030.13867 [934] validation_0-mae:4663.52783 validation_1-mae:6029.85791 [935] validation_0-mae:4663.04883 validation_1-mae:6029.80420 [936] validation_0-mae:4662.31543 validation_1-mae:6029.81250 [937] validation_0-mae:4662.12842 validation_1-mae:6029.92432 [938] validation_0-mae:4661.23926 validation_1-mae:6029.96533 [939] validation_0-mae:4660.41016 validation_1-mae:6030.01123 [940] validation_0-mae:4658.62891 validation_1-mae:6029.28711 [941] validation_0-mae:4657.70361 validation_1-mae:6029.49121 [942] validation_0-mae:4656.72949 validation_1-mae:6029.47022 [943] validation_0-mae:4656.26807 validation_1-mae:6029.48291 [944] validation_0-mae:4656.24707 validation_1-mae:6029.51270 [945] validation_0-mae:4655.15918 validation_1-mae:6029.72168 [946] validation_0-mae:4654.48145 validation_1-mae:6030.35205 [947] validation_0-mae:4654.12256 validation_1-mae:6030.45947 [948] validation_0-mae:4654.03369 validation_1-mae:6030.50098 [949] validation_0-mae:4653.61572 validation_1-mae:6030.35986 [950] validation_0-mae:4653.07812 validation_1-mae:6030.51172 [951] validation_0-mae:4651.34473 validation_1-mae:6030.08105 [952] validation_0-mae:4650.22803 validation_1-mae:6030.20068 [953] validation_0-mae:4647.81543 validation_1-mae:6028.63281 [954] validation_0-mae:4646.53320 validation_1-mae:6028.33447 [955] validation_0-mae:4644.64600 validation_1-mae:6027.89502 [956] validation_0-mae:4642.32324 validation_1-mae:6027.04834 [957] validation_0-mae:4641.11621 validation_1-mae:6026.84961 [958] validation_0-mae:4639.88623 validation_1-mae:6026.74268 [959] validation_0-mae:4638.94385 validation_1-mae:6026.63770 [960] validation_0-mae:4636.91650 validation_1-mae:6026.18848 [961] validation_0-mae:4635.18897 validation_1-mae:6026.28955 [962] validation_0-mae:4633.28272 validation_1-mae:6025.99219 [963] validation_0-mae:4631.73975 validation_1-mae:6024.89551 [964] validation_0-mae:4630.38477 validation_1-mae:6024.84570 [965] validation_0-mae:4629.49561 validation_1-mae:6024.85254 [966] validation_0-mae:4627.91064 validation_1-mae:6024.33154 [967] validation_0-mae:4626.46924 validation_1-mae:6024.09473 [968] validation_0-mae:4625.77002 validation_1-mae:6023.71924 [969] validation_0-mae:4624.37402 validation_1-mae:6023.69873 [970] validation_0-mae:4622.89551 validation_1-mae:6023.66162 [971] validation_0-mae:4621.47705 validation_1-mae:6023.39062 [972] validation_0-mae:4620.39697 validation_1-mae:6023.68506 [973] validation_0-mae:4619.91650 validation_1-mae:6024.28516 [974] validation_0-mae:4618.76514 validation_1-mae:6024.88281 [975] validation_0-mae:4617.87256 validation_1-mae:6024.83936 [976] validation_0-mae:4616.79199 validation_1-mae:6024.56787 [977] validation_0-mae:4616.50049 validation_1-mae:6024.45264 [978] validation_0-mae:4616.02637 validation_1-mae:6024.26270 [979] validation_0-mae:4615.21191 validation_1-mae:6024.12109 [980] validation_0-mae:4614.08594 validation_1-mae:6024.69531 [981] validation_0-mae:4613.67285 validation_1-mae:6024.78027 [982] validation_0-mae:4613.64893 validation_1-mae:6024.82422 [983] validation_0-mae:4613.21289 validation_1-mae:6024.81445 [984] validation_0-mae:4612.23145 validation_1-mae:6025.05127 [985] validation_0-mae:4611.56103 validation_1-mae:6025.04297 [986] validation_0-mae:4611.37598 validation_1-mae:6025.00293 [987] validation_0-mae:4611.34228 validation_1-mae:6025.03467 [988] validation_0-mae:4609.66162 validation_1-mae:6024.79150 [989] validation_0-mae:4608.65967 validation_1-mae:6024.71094 [990] validation_0-mae:4608.25342 validation_1-mae:6024.63916 [991] validation_0-mae:4608.10596 validation_1-mae:6024.71143 [992] validation_0-mae:4607.53320 validation_1-mae:6025.10596 [993] validation_0-mae:4606.21680 validation_1-mae:6024.86963 [994] validation_0-mae:4604.84814 validation_1-mae:6024.46240 [995] validation_0-mae:4603.20801 validation_1-mae:6023.55811 [996] validation_0-mae:4602.29980 validation_1-mae:6023.08057 [997] validation_0-mae:4601.18262 validation_1-mae:6023.51855 [998] validation_0-mae:4599.50635 validation_1-mae:6022.73291 [999] validation_0-mae:4598.41846 validation_1-mae:6022.79834 [1000] validation_0-mae:4596.33447 validation_1-mae:6022.30469 [1001] validation_0-mae:4594.76514 validation_1-mae:6021.56152 [1002] validation_0-mae:4593.32812 validation_1-mae:6020.51611 [1003] validation_0-mae:4591.82861 validation_1-mae:6020.67871 [1004] validation_0-mae:4590.89893 validation_1-mae:6020.38623 [1005] validation_0-mae:4589.61084 validation_1-mae:6019.91016 [1006] validation_0-mae:4587.77100 validation_1-mae:6018.35791 [1007] validation_0-mae:4586.49512 validation_1-mae:6019.00732 [1008] validation_0-mae:4584.88379 validation_1-mae:6019.82471 [1009] validation_0-mae:4582.44141 validation_1-mae:6019.20996 [1010] validation_0-mae:4580.93555 validation_1-mae:6018.87158 [1011] validation_0-mae:4580.19287 validation_1-mae:6018.54785 [1012] validation_0-mae:4579.73145 validation_1-mae:6018.70947 [1013] validation_0-mae:4579.01465 validation_1-mae:6018.39209 [1014] validation_0-mae:4577.23975 validation_1-mae:6017.52148 [1015] validation_0-mae:4575.10596 validation_1-mae:6017.30518 [1016] validation_0-mae:4574.81934 validation_1-mae:6017.28125 [1017] validation_0-mae:4573.97949 validation_1-mae:6017.43750 [1018] validation_0-mae:4573.29785 validation_1-mae:6017.21826 [1019] validation_0-mae:4571.79443 validation_1-mae:6017.08594 [1020] validation_0-mae:4570.55273 validation_1-mae:6017.26953 [1021] validation_0-mae:4569.22803 validation_1-mae:6017.64307 [1022] validation_0-mae:4567.61230 validation_1-mae:6016.94434 [1023] validation_0-mae:4566.70508 validation_1-mae:6017.26660 [1024] validation_0-mae:4565.43262 validation_1-mae:6017.11523 [1025] validation_0-mae:4564.83105 validation_1-mae:6017.06494 [1026] validation_0-mae:4564.73145 validation_1-mae:6017.17529 [1027] validation_0-mae:4564.31397 validation_1-mae:6017.11426 [1028] validation_0-mae:4563.86279 validation_1-mae:6017.18066 [1029] validation_0-mae:4562.83984 validation_1-mae:6017.15478 [1030] validation_0-mae:4562.39014 validation_1-mae:6016.83643 [1031] validation_0-mae:4560.62793 validation_1-mae:6016.95215 [1032] validation_0-mae:4560.29688 validation_1-mae:6016.86328 [1033] validation_0-mae:4559.10693 validation_1-mae:6016.26953 [1034] validation_0-mae:4558.17578 validation_1-mae:6016.19092 [1035] validation_0-mae:4556.20459 validation_1-mae:6015.52393 [1036] validation_0-mae:4555.26953 validation_1-mae:6016.01416 [1037] validation_0-mae:4554.68359 validation_1-mae:6016.05029 [1038] validation_0-mae:4554.11084 validation_1-mae:6016.28174 [1039] validation_0-mae:4552.66113 validation_1-mae:6016.32227 [1040] validation_0-mae:4551.73877 validation_1-mae:6016.12939 [1041] validation_0-mae:4551.10693 validation_1-mae:6016.22607 [1042] validation_0-mae:4550.86328 validation_1-mae:6016.33936 [1043] validation_0-mae:4550.32031 validation_1-mae:6016.11523 [1044] validation_0-mae:4550.02100 validation_1-mae:6016.01172 [1045] validation_0-mae:4549.21387 validation_1-mae:6016.35107 [1046] validation_0-mae:4548.07422 validation_1-mae:6016.29004 [1047] validation_0-mae:4547.36914 validation_1-mae:6016.12744 [1048] validation_0-mae:4546.51660 validation_1-mae:6016.31152 [1049] validation_0-mae:4545.70557 validation_1-mae:6016.18506 [1050] validation_0-mae:4544.91650 validation_1-mae:6016.10596 [1051] validation_0-mae:4543.41797 validation_1-mae:6015.99512 [1052] validation_0-mae:4542.67285 validation_1-mae:6015.90478 [1053] validation_0-mae:4541.55225 validation_1-mae:6015.86914 [1054] validation_0-mae:4539.62207 validation_1-mae:6015.87207 [1055] validation_0-mae:4538.45703 validation_1-mae:6015.35107 [1056] validation_0-mae:4537.92432 validation_1-mae:6015.56250 [1057] validation_0-mae:4536.16357 validation_1-mae:6016.32666 [1058] validation_0-mae:4535.31836 validation_1-mae:6016.41699 [1059] validation_0-mae:4534.23730 validation_1-mae:6016.23535 [1060] validation_0-mae:4533.29834 validation_1-mae:6015.86475 [1061] validation_0-mae:4532.22119 validation_1-mae:6015.42139 [1062] validation_0-mae:4531.66455 validation_1-mae:6015.47119 [1063] validation_0-mae:4530.15869 validation_1-mae:6015.27978 [1064] validation_0-mae:4527.68262 validation_1-mae:6014.70752 [1065] validation_0-mae:4526.77100 validation_1-mae:6014.54883 [1066] validation_0-mae:4525.63818 validation_1-mae:6014.32910 [1067] validation_0-mae:4524.40186 validation_1-mae:6014.54199 [1068] validation_0-mae:4523.36328 validation_1-mae:6015.53760 [1069] validation_0-mae:4521.80078 validation_1-mae:6015.91699 [1070] validation_0-mae:4520.55811 validation_1-mae:6015.64893 [1071] validation_0-mae:4518.88135 validation_1-mae:6015.79980 [1072] validation_0-mae:4517.47998 validation_1-mae:6015.39941 [1073] validation_0-mae:4516.84522 validation_1-mae:6015.53027 [1074] validation_0-mae:4515.66992 validation_1-mae:6015.42822 [1075] validation_0-mae:4514.56201 validation_1-mae:6015.68603 [1076] validation_0-mae:4513.35303 validation_1-mae:6016.83154 [1077] validation_0-mae:4512.29102 validation_1-mae:6016.63135 [1078] validation_0-mae:4511.11523 validation_1-mae:6016.24121 [1079] validation_0-mae:4509.48340 validation_1-mae:6015.53027 [1080] validation_0-mae:4508.51367 validation_1-mae:6015.23047 [1081] validation_0-mae:4507.71973 validation_1-mae:6014.88916 [1082] validation_0-mae:4507.66992 validation_1-mae:6014.92627 [1083] validation_0-mae:4506.90918 validation_1-mae:6014.69043 [1084] validation_0-mae:4506.08789 validation_1-mae:6015.22949 [1085] validation_0-mae:4505.85840 validation_1-mae:6015.02197 [1086] validation_0-mae:4505.47949 validation_1-mae:6015.15430 [1087] validation_0-mae:4503.75635 validation_1-mae:6014.52783 [1088] validation_0-mae:4501.51465 validation_1-mae:6015.03516 [1089] validation_0-mae:4499.01758 validation_1-mae:6013.87012 [1090] validation_0-mae:4498.43311 validation_1-mae:6013.53223 [1091] validation_0-mae:4497.37549 validation_1-mae:6013.63672 [1092] validation_0-mae:4496.95557 validation_1-mae:6013.70361 [1093] validation_0-mae:4495.44238 validation_1-mae:6013.08447 [1094] validation_0-mae:4494.08350 validation_1-mae:6013.34424 [1095] validation_0-mae:4492.42969 validation_1-mae:6013.40478 [1096] validation_0-mae:4491.23730 validation_1-mae:6013.88184 [1097] validation_0-mae:4490.37695 validation_1-mae:6013.89502 [1098] validation_0-mae:4490.02393 validation_1-mae:6013.74072 [1099] validation_0-mae:4488.09375 validation_1-mae:6014.29492 [1100] validation_0-mae:4487.27832 validation_1-mae:6014.22022 [1101] validation_0-mae:4486.92432 validation_1-mae:6014.07324 [1102] validation_0-mae:4486.30566 validation_1-mae:6014.30127 [1103] validation_0-mae:4485.97998 validation_1-mae:6014.40478 [1104] validation_0-mae:4485.38428 validation_1-mae:6014.47559 [1105] validation_0-mae:4485.24756 validation_1-mae:6014.49121 [1106] validation_0-mae:4485.06299 validation_1-mae:6014.40869 [1107] validation_0-mae:4484.48828 validation_1-mae:6014.36035 [1108] validation_0-mae:4483.43652 validation_1-mae:6014.71045 [1109] validation_0-mae:4482.95557 validation_1-mae:6014.73291 [1110] validation_0-mae:4482.72803 validation_1-mae:6014.66113 [1111] validation_0-mae:4481.30322 validation_1-mae:6014.22363 [1112] validation_0-mae:4479.57764 validation_1-mae:6015.08203 [1113] validation_0-mae:4477.96436 validation_1-mae:6014.47998 [1114] validation_0-mae:4476.28564 validation_1-mae:6014.47900 [1115] validation_0-mae:4475.68652 validation_1-mae:6014.59131 [1116] validation_0-mae:4474.14795 validation_1-mae:6013.57080 [1117] validation_0-mae:4473.30420 validation_1-mae:6013.61328 [1118] validation_0-mae:4472.33057 validation_1-mae:6013.35693 [1119] validation_0-mae:4471.49365 validation_1-mae:6013.59814 [1120] validation_0-mae:4470.80371 validation_1-mae:6013.80859 [1121] validation_0-mae:4469.92139 validation_1-mae:6013.78174 [1122] validation_0-mae:4468.74023 validation_1-mae:6014.00000 [1123] validation_0-mae:4468.22461 validation_1-mae:6013.88672 [1124] validation_0-mae:4467.22510 validation_1-mae:6014.12598 [1125] validation_0-mae:4465.86816 validation_1-mae:6015.06055 [1126] validation_0-mae:4464.59668 validation_1-mae:6014.89844 [1127] validation_0-mae:4463.70410 validation_1-mae:6015.01270 [1128] validation_0-mae:4463.25879 validation_1-mae:6015.03711 [1129] validation_0-mae:4462.76367 validation_1-mae:6015.12158 [1130] validation_0-mae:4461.86035 validation_1-mae:6014.43018 [1131] validation_0-mae:4460.61279 validation_1-mae:6014.16309 [1132] validation_0-mae:4459.02978 validation_1-mae:6013.71631 [1133] validation_0-mae:4457.98584 validation_1-mae:6013.56787 [1134] validation_0-mae:4457.33691 validation_1-mae:6013.28272 [1135] validation_0-mae:4456.77197 validation_1-mae:6013.26465 [1136] validation_0-mae:4455.67090 validation_1-mae:6013.03760 [1137] validation_0-mae:4454.67188 validation_1-mae:6012.80957 [1138] validation_0-mae:4453.24268 validation_1-mae:6012.31103 [1139] validation_0-mae:4451.97607 validation_1-mae:6012.14307 [1140] validation_0-mae:4451.32178 validation_1-mae:6011.96826 [1141] validation_0-mae:4450.51270 validation_1-mae:6012.02441 [1142] validation_0-mae:4449.82275 validation_1-mae:6012.16748 [1143] validation_0-mae:4449.04834 validation_1-mae:6011.92627 [1144] validation_0-mae:4448.14307 validation_1-mae:6012.13867 [1145] validation_0-mae:4447.12744 validation_1-mae:6012.39453 [1146] validation_0-mae:4445.99902 validation_1-mae:6012.38477 [1147] validation_0-mae:4445.26855 validation_1-mae:6012.31152 [1148] validation_0-mae:4443.21289 validation_1-mae:6012.42920 [1149] validation_0-mae:4442.64502 validation_1-mae:6012.56250 [1150] validation_0-mae:4440.50195 validation_1-mae:6012.20508 [1151] validation_0-mae:4439.43750 validation_1-mae:6012.14697 [1152] validation_0-mae:4438.75391 validation_1-mae:6011.93164 [1153] validation_0-mae:4437.40674 validation_1-mae:6011.86963 [1154] validation_0-mae:4436.29150 validation_1-mae:6011.68994 [1155] validation_0-mae:4435.40723 validation_1-mae:6011.35449 [1156] validation_0-mae:4434.90723 validation_1-mae:6011.32959 [1157] validation_0-mae:4434.31641 validation_1-mae:6011.70068 [1158] validation_0-mae:4433.43311 validation_1-mae:6012.04102 [1159] validation_0-mae:4432.49023 validation_1-mae:6012.12402 [1160] validation_0-mae:4431.86035 validation_1-mae:6011.81152 [1161] validation_0-mae:4431.03760 validation_1-mae:6011.50635 [1162] validation_0-mae:4430.93652 validation_1-mae:6011.49951 [1163] validation_0-mae:4429.91162 validation_1-mae:6010.79541 [1164] validation_0-mae:4428.82227 validation_1-mae:6010.77490 [1165] validation_0-mae:4428.50879 validation_1-mae:6010.81201 [1166] validation_0-mae:4427.59863 validation_1-mae:6010.31689 [1167] validation_0-mae:4427.39551 validation_1-mae:6010.55078 [1168] validation_0-mae:4427.34082 validation_1-mae:6010.62402 [1169] validation_0-mae:4427.23047 validation_1-mae:6010.65283 [1170] validation_0-mae:4426.63184 validation_1-mae:6010.65478 [1171] validation_0-mae:4424.72363 validation_1-mae:6010.59863 [1172] validation_0-mae:4424.28027 validation_1-mae:6010.72998 [1173] validation_0-mae:4423.77881 validation_1-mae:6010.94141 [1174] validation_0-mae:4422.76660 validation_1-mae:6010.77490 [1175] validation_0-mae:4421.85547 validation_1-mae:6010.93018 [1176] validation_0-mae:4421.42334 validation_1-mae:6011.07324 [1177] validation_0-mae:4419.60400 validation_1-mae:6011.18262 [1178] validation_0-mae:4418.77539 validation_1-mae:6011.23828 [1179] validation_0-mae:4418.19824 validation_1-mae:6011.60303 [1180] validation_0-mae:4416.06397 validation_1-mae:6010.67285 [1181] validation_0-mae:4415.47510 validation_1-mae:6010.60547 [1182] validation_0-mae:4413.88379 validation_1-mae:6009.88574 [1183] validation_0-mae:4412.39795 validation_1-mae:6009.57080 [1184] validation_0-mae:4411.33496 validation_1-mae:6009.70166 [1185] validation_0-mae:4408.67236 validation_1-mae:6009.08154 [1186] validation_0-mae:4408.06348 validation_1-mae:6008.52978 [1187] validation_0-mae:4407.40869 validation_1-mae:6008.75342 [1188] validation_0-mae:4405.97559 validation_1-mae:6008.43848 [1189] validation_0-mae:4405.48877 validation_1-mae:6008.74170 [1190] validation_0-mae:4404.87207 validation_1-mae:6008.39111 [1191] validation_0-mae:4404.08105 validation_1-mae:6008.66846 [1192] validation_0-mae:4403.00928 validation_1-mae:6008.28418 [1193] validation_0-mae:4401.84961 validation_1-mae:6009.40381 [1194] validation_0-mae:4400.63574 validation_1-mae:6009.48779 [1195] validation_0-mae:4398.39404 validation_1-mae:6008.60840 [1196] validation_0-mae:4397.51953 validation_1-mae:6007.97412 [1197] validation_0-mae:4396.31103 validation_1-mae:6007.97949 [1198] validation_0-mae:4395.01562 validation_1-mae:6008.41553 [1199] validation_0-mae:4393.62402 validation_1-mae:6007.99756 [1200] validation_0-mae:4393.02344 validation_1-mae:6008.23438 [1201] validation_0-mae:4392.68018 validation_1-mae:6008.18311 [1202] validation_0-mae:4391.90869 validation_1-mae:6008.02637 [1203] validation_0-mae:4391.10498 validation_1-mae:6008.30420 [1204] validation_0-mae:4389.65430 validation_1-mae:6008.40869 [1205] validation_0-mae:4387.39258 validation_1-mae:6007.92578 [1206] validation_0-mae:4386.72852 validation_1-mae:6008.16992 [1207] validation_0-mae:4384.88086 validation_1-mae:6008.04150 [1208] validation_0-mae:4383.03662 validation_1-mae:6007.89746 [1209] validation_0-mae:4382.02978 validation_1-mae:6007.58154 [1210] validation_0-mae:4380.74561 validation_1-mae:6007.01855 [1211] validation_0-mae:4379.14404 validation_1-mae:6007.76709 [1212] validation_0-mae:4378.41650 validation_1-mae:6007.43945 [1213] validation_0-mae:4377.77588 validation_1-mae:6007.92725 [1214] validation_0-mae:4376.79980 validation_1-mae:6008.43066 [1215] validation_0-mae:4376.56787 validation_1-mae:6008.51514 [1216] validation_0-mae:4375.76514 validation_1-mae:6008.81885 [1217] validation_0-mae:4375.07031 validation_1-mae:6008.74414 [1218] validation_0-mae:4374.08691 validation_1-mae:6008.82764 [1219] validation_0-mae:4372.75586 validation_1-mae:6007.88574 [1220] validation_0-mae:4372.48096 validation_1-mae:6007.89209 [1221] validation_0-mae:4371.59961 validation_1-mae:6007.83496 [1222] validation_0-mae:4370.76074 validation_1-mae:6007.54932 [1223] validation_0-mae:4369.43799 validation_1-mae:6007.22803 [1224] validation_0-mae:4368.75684 validation_1-mae:6007.23779 [1225] validation_0-mae:4367.51514 validation_1-mae:6006.96924 [1226] validation_0-mae:4366.20117 validation_1-mae:6007.25049 [1227] validation_0-mae:4365.15478 validation_1-mae:6006.84717 [1228] validation_0-mae:4364.38965 validation_1-mae:6007.04736 [1229] validation_0-mae:4362.98926 validation_1-mae:6007.39355 [1230] validation_0-mae:4360.78955 validation_1-mae:6007.89062 [1231] validation_0-mae:4358.92285 validation_1-mae:6008.68652 [1232] validation_0-mae:4357.41260 validation_1-mae:6008.83984 [1233] validation_0-mae:4356.58105 validation_1-mae:6008.85840 [1234] validation_0-mae:4355.94971 validation_1-mae:6009.33545 [1235] validation_0-mae:4355.00488 validation_1-mae:6009.23730 [1236] validation_0-mae:4354.31641 validation_1-mae:6009.91016 [1237] validation_0-mae:4353.71777 validation_1-mae:6009.54248 [1238] validation_0-mae:4352.58643 validation_1-mae:6009.36865 [1239] validation_0-mae:4351.38672 validation_1-mae:6008.92090 [1240] validation_0-mae:4351.02393 validation_1-mae:6008.86572 [1241] validation_0-mae:4350.08203 validation_1-mae:6008.87500 [1242] validation_0-mae:4349.07812 validation_1-mae:6008.38965 [1243] validation_0-mae:4348.41943 validation_1-mae:6008.28320 [1244] validation_0-mae:4347.64502 validation_1-mae:6008.07129 [1245] validation_0-mae:4347.44189 validation_1-mae:6008.17090 [1246] validation_0-mae:4347.12500 validation_1-mae:6007.98730 [1247] validation_0-mae:4346.02930 validation_1-mae:6007.98389 [1248] validation_0-mae:4345.62353 validation_1-mae:6008.08398 [1249] validation_0-mae:4344.44775 validation_1-mae:6008.10938 [1250] validation_0-mae:4343.12451 validation_1-mae:6008.79248 [1251] validation_0-mae:4342.38818 validation_1-mae:6008.85596 [1252] validation_0-mae:4342.09766 validation_1-mae:6008.64941 [1253] validation_0-mae:4341.72900 validation_1-mae:6008.68408 [1254] validation_0-mae:4341.51270 validation_1-mae:6008.62451 [1255] validation_0-mae:4340.27051 validation_1-mae:6008.96484 [1256] validation_0-mae:4339.44727 validation_1-mae:6008.46240 [1257] validation_0-mae:4338.72022 validation_1-mae:6008.13916 [1258] validation_0-mae:4337.04834 validation_1-mae:6008.26367 [1259] validation_0-mae:4334.93652 validation_1-mae:6008.70068 [1260] validation_0-mae:4333.44287 validation_1-mae:6008.54443 [1261] validation_0-mae:4332.88574 validation_1-mae:6008.29980 [1262] validation_0-mae:4332.22022 validation_1-mae:6008.36475 [1263] validation_0-mae:4331.91797 validation_1-mae:6008.24170 [1264] validation_0-mae:4331.83105 validation_1-mae:6008.15674 [1265] validation_0-mae:4330.55371 validation_1-mae:6007.75928 [1266] validation_0-mae:4328.91064 validation_1-mae:6008.62500 [1267] validation_0-mae:4327.56934 validation_1-mae:6008.60938 [1268] validation_0-mae:4327.13770 validation_1-mae:6008.51709 [1269] validation_0-mae:4326.63232 validation_1-mae:6008.35645 [1270] validation_0-mae:4325.01074 validation_1-mae:6007.76416 [1271] validation_0-mae:4324.07910 validation_1-mae:6007.53564 [1272] validation_0-mae:4323.26123 validation_1-mae:6007.39648 [1273] validation_0-mae:4322.47607 validation_1-mae:6007.30371 [1274] validation_0-mae:4321.31787 validation_1-mae:6006.59473 [1275] validation_0-mae:4320.40283 validation_1-mae:6006.96143 [1276] validation_0-mae:4319.83740 validation_1-mae:6007.27832 [1277] validation_0-mae:4319.63428 validation_1-mae:6007.09033 [1278] validation_0-mae:4318.25684 validation_1-mae:6007.00000 [1279] validation_0-mae:4317.70068 validation_1-mae:6007.04443 [1280] validation_0-mae:4317.28906 validation_1-mae:6007.17627 [1281] validation_0-mae:4316.09375 validation_1-mae:6006.79492 [1282] validation_0-mae:4314.63281 validation_1-mae:6006.47022 [1283] validation_0-mae:4312.72510 validation_1-mae:6006.46973 [1284] validation_0-mae:4311.81641 validation_1-mae:6006.39111 [1285] validation_0-mae:4310.51709 validation_1-mae:6005.98779 [1286] validation_0-mae:4309.53125 validation_1-mae:6005.89844 [1287] validation_0-mae:4306.74707 validation_1-mae:6004.54932 [1288] validation_0-mae:4305.53076 validation_1-mae:6004.63965 [1289] validation_0-mae:4304.70459 validation_1-mae:6004.64502 [1290] validation_0-mae:4303.75732 validation_1-mae:6004.91895 [1291] validation_0-mae:4302.87549 validation_1-mae:6004.79688 [1292] validation_0-mae:4302.30127 validation_1-mae:6004.99951 [1293] validation_0-mae:4299.61230 validation_1-mae:6004.11963 [1294] validation_0-mae:4298.61670 validation_1-mae:6003.81689 [1295] validation_0-mae:4297.61133 validation_1-mae:6003.55518 [1296] validation_0-mae:4297.12988 validation_1-mae:6003.36865 [1297] validation_0-mae:4296.03174 validation_1-mae:6003.47412 [1298] validation_0-mae:4295.30225 validation_1-mae:6003.73779 [1299] validation_0-mae:4294.74658 validation_1-mae:6003.41016 [1300] validation_0-mae:4294.04102 validation_1-mae:6003.25635 [1301] validation_0-mae:4293.63428 validation_1-mae:6003.35400 [1302] validation_0-mae:4292.96631 validation_1-mae:6003.19531 [1303] validation_0-mae:4292.42676 validation_1-mae:6003.49756 [1304] validation_0-mae:4291.37744 validation_1-mae:6003.91943 [1305] validation_0-mae:4290.40137 validation_1-mae:6004.30469 [1306] validation_0-mae:4290.32129 validation_1-mae:6004.34326 [1307] validation_0-mae:4289.70361 validation_1-mae:6004.31152 [1308] validation_0-mae:4288.31299 validation_1-mae:6003.82324 [1309] validation_0-mae:4287.71484 validation_1-mae:6004.05225 [1310] validation_0-mae:4285.79590 validation_1-mae:6003.36475 [1311] validation_0-mae:4283.37598 validation_1-mae:6002.09961 [1312] validation_0-mae:4283.09033 validation_1-mae:6001.98730 [1313] validation_0-mae:4281.51514 validation_1-mae:6001.78125 [1314] validation_0-mae:4280.71191 validation_1-mae:6001.54150 [1315] validation_0-mae:4279.97998 validation_1-mae:6001.72754 [1316] validation_0-mae:4277.84668 validation_1-mae:6000.57275 [1317] validation_0-mae:4277.24170 validation_1-mae:6000.44727 [1318] validation_0-mae:4276.36963 validation_1-mae:6000.34961 [1319] validation_0-mae:4275.08887 validation_1-mae:6000.60400 [1320] validation_0-mae:4274.59082 validation_1-mae:6000.53272 [1321] validation_0-mae:4273.98291 validation_1-mae:6000.20068 [1322] validation_0-mae:4273.53857 validation_1-mae:6000.10791 [1323] validation_0-mae:4272.30957 validation_1-mae:6000.34277 [1324] validation_0-mae:4272.25147 validation_1-mae:6000.35986 [1325] validation_0-mae:4271.60645 validation_1-mae:6000.23438 [1326] validation_0-mae:4270.30713 validation_1-mae:6000.56592 [1327] validation_0-mae:4269.52295 validation_1-mae:6000.49951 [1328] validation_0-mae:4268.73584 validation_1-mae:6000.03857 [1329] validation_0-mae:4267.60010 validation_1-mae:5999.71436 [1330] validation_0-mae:4266.62695 validation_1-mae:5999.71094 [1331] validation_0-mae:4265.70166 validation_1-mae:5999.54736 [1332] validation_0-mae:4265.07031 validation_1-mae:5999.39111 [1333] validation_0-mae:4263.35449 validation_1-mae:5999.52783 [1334] validation_0-mae:4262.10059 validation_1-mae:6000.12305 [1335] validation_0-mae:4261.38037 validation_1-mae:6000.04102 [1336] validation_0-mae:4260.09863 validation_1-mae:5999.50635 [1337] validation_0-mae:4258.93311 validation_1-mae:5999.53467 [1338] validation_0-mae:4258.21191 validation_1-mae:5999.85254 [1339] validation_0-mae:4256.87500 validation_1-mae:5999.47022 [1340] validation_0-mae:4256.68359 validation_1-mae:5999.35547 [1341] validation_0-mae:4256.13477 validation_1-mae:5999.12207 [1342] validation_0-mae:4255.86475 validation_1-mae:5999.16650 [1343] validation_0-mae:4255.54590 validation_1-mae:5999.20117 [1344] validation_0-mae:4253.73340 validation_1-mae:5998.28809 [1345] validation_0-mae:4250.86230 validation_1-mae:5997.58203 [1346] validation_0-mae:4249.72461 validation_1-mae:5997.23242 [1347] validation_0-mae:4249.11279 validation_1-mae:5997.36475 [1348] validation_0-mae:4247.91162 validation_1-mae:5997.39014 [1349] validation_0-mae:4246.71875 validation_1-mae:5997.40674 [1350] validation_0-mae:4245.63184 validation_1-mae:5997.19531 [1351] validation_0-mae:4245.12598 validation_1-mae:5997.19434 [1352] validation_0-mae:4244.11865 validation_1-mae:5996.83984 [1353] validation_0-mae:4243.30420 validation_1-mae:5996.68799 [1354] validation_0-mae:4242.35059 validation_1-mae:5997.13428 [1355] validation_0-mae:4241.72022 validation_1-mae:5996.98926 [1356] validation_0-mae:4240.71826 validation_1-mae:5996.72754 [1357] validation_0-mae:4239.93408 validation_1-mae:5997.27393 [1358] validation_0-mae:4239.07910 validation_1-mae:5997.76807 [1359] validation_0-mae:4237.36279 validation_1-mae:5997.73779 [1360] validation_0-mae:4236.55518 validation_1-mae:5997.61768 [1361] validation_0-mae:4236.14111 validation_1-mae:5997.38672 [1362] validation_0-mae:4235.19678 validation_1-mae:5997.19385 [1363] validation_0-mae:4234.15186 validation_1-mae:5997.42188 [1364] validation_0-mae:4233.60791 validation_1-mae:5997.57324 [1365] validation_0-mae:4232.19385 validation_1-mae:5997.91309 [1366] validation_0-mae:4230.55127 validation_1-mae:5998.52686 [1367] validation_0-mae:4229.88525 validation_1-mae:5998.61670 [1368] validation_0-mae:4228.76221 validation_1-mae:5999.02100 [1369] validation_0-mae:4227.40039 validation_1-mae:5999.07764 [1370] validation_0-mae:4226.87402 validation_1-mae:5999.26807 [1371] validation_0-mae:4225.92822 validation_1-mae:5999.00977 [1372] validation_0-mae:4225.46875 validation_1-mae:5999.02051 [1373] validation_0-mae:4225.16699 validation_1-mae:5999.03760 [1374] validation_0-mae:4224.50342 validation_1-mae:5999.69727 [1375] validation_0-mae:4223.95947 validation_1-mae:5999.38721 [1376] validation_0-mae:4222.95996 validation_1-mae:5999.13037 [1377] validation_0-mae:4222.31934 validation_1-mae:5999.32568 [1378] validation_0-mae:4221.65283 validation_1-mae:5999.58691 [1379] validation_0-mae:4221.29541 validation_1-mae:5999.63916 [1380] validation_0-mae:4220.43848 validation_1-mae:5999.66748 [1381] validation_0-mae:4219.65186 validation_1-mae:5999.75147 [1382] validation_0-mae:4219.14600 validation_1-mae:5999.88477 [1383] validation_0-mae:4218.18701 validation_1-mae:5999.54834 [1384] validation_0-mae:4218.13623 validation_1-mae:5999.56055 [1385] validation_0-mae:4216.84522 validation_1-mae:5999.68897 [1386] validation_0-mae:4215.10889 validation_1-mae:5999.27930 [1387] validation_0-mae:4213.89746 validation_1-mae:5999.36670 [1388] validation_0-mae:4213.26660 validation_1-mae:5999.67383 [1389] validation_0-mae:4212.68115 validation_1-mae:5999.92480 [1390] validation_0-mae:4212.10010 validation_1-mae:5999.77783 [1391] validation_0-mae:4211.76953 validation_1-mae:5999.58643 [1392] validation_0-mae:4211.26465 validation_1-mae:5999.64502 [1393] validation_0-mae:4210.21191 validation_1-mae:5999.30371 [1394] validation_0-mae:4208.92139 validation_1-mae:5999.33203 [1395] validation_0-mae:4208.71924 validation_1-mae:5999.30664 [1396] validation_0-mae:4207.68555 validation_1-mae:5999.69434 [1397] validation_0-mae:4206.52344 validation_1-mae:5999.36230 [1398] validation_0-mae:4206.45508 validation_1-mae:5999.39453 [1399] validation_0-mae:4205.92529 validation_1-mae:5999.40234 [1400] validation_0-mae:4205.17725 validation_1-mae:5999.53467 [1401] validation_0-mae:4204.91895 validation_1-mae:5999.68115 [1402] validation_0-mae:4204.02734 validation_1-mae:5999.80518 [1403] validation_0-mae:4203.90430 validation_1-mae:5999.83838 [1404] validation_0-mae:4203.85791 validation_1-mae:5999.84326 [1405] validation_0-mae:4203.65576 validation_1-mae:5999.85498 [1406] validation_0-mae:4202.63281 validation_1-mae:5999.33984 [1407] validation_0-mae:4201.85205 validation_1-mae:5999.24756 [1408] validation_0-mae:4201.50488 validation_1-mae:5999.34033 [1409] validation_0-mae:4199.88965 validation_1-mae:5999.17578 [1410] validation_0-mae:4199.32178 validation_1-mae:5999.08301 [1411] validation_0-mae:4198.14307 validation_1-mae:5999.06689 [1412] validation_0-mae:4196.92676 validation_1-mae:5998.75147 [1413] validation_0-mae:4195.66553 validation_1-mae:5998.43652 [1414] validation_0-mae:4194.69873 validation_1-mae:5998.74609 [1415] validation_0-mae:4194.41455 validation_1-mae:5998.87402 [1416] validation_0-mae:4193.77539 validation_1-mae:5998.94775 [1417] validation_0-mae:4193.66602 validation_1-mae:5999.00195 [1418] validation_0-mae:4192.54590 validation_1-mae:5999.10107 [1419] validation_0-mae:4191.22559 validation_1-mae:5998.82812 [1420] validation_0-mae:4190.53467 validation_1-mae:5998.76953 [1421] validation_0-mae:4189.89160 validation_1-mae:5998.83496 [1422] validation_0-mae:4188.91016 validation_1-mae:5999.05371 [1423] validation_0-mae:4188.56397 validation_1-mae:5998.99316 [1424] validation_0-mae:4187.21777 validation_1-mae:5999.50830 [1425] validation_0-mae:4186.67871 validation_1-mae:5999.38525 [1426] validation_0-mae:4186.31103 validation_1-mae:5999.86035 [1427] validation_0-mae:4186.29053 validation_1-mae:5999.92236 [1428] validation_0-mae:4186.11475 validation_1-mae:5999.78418 [1429] validation_0-mae:4185.39307 validation_1-mae:5999.66992 [1430] validation_0-mae:4184.51709 validation_1-mae:5999.69580 [1431] validation_0-mae:4183.99316 validation_1-mae:5999.87402 [1432] validation_0-mae:4183.47656 validation_1-mae:6000.20361 [1433] validation_0-mae:4182.24121 validation_1-mae:5999.71143 [1434] validation_0-mae:4181.83252 validation_1-mae:5999.83057 [1435] validation_0-mae:4181.03272 validation_1-mae:5999.75147 [1436] validation_0-mae:4180.77588 validation_1-mae:5999.78906 [1437] validation_0-mae:4180.24121 validation_1-mae:5999.74072 [1438] validation_0-mae:4179.13721 validation_1-mae:5999.99268 [1439] validation_0-mae:4178.52148 validation_1-mae:6000.00879 [1440] validation_0-mae:4177.90723 validation_1-mae:5999.97900 [1441] validation_0-mae:4176.73584 validation_1-mae:6000.16846 [1442] validation_0-mae:4176.05664 validation_1-mae:6000.02588 [1443] validation_0-mae:4175.16064 validation_1-mae:5999.99902 [1444] validation_0-mae:4174.75635 validation_1-mae:6000.10205 [1445] validation_0-mae:4174.13965 validation_1-mae:6000.41553 [1446] validation_0-mae:4173.55273 validation_1-mae:6000.47510 [1447] validation_0-mae:4173.27246 validation_1-mae:6000.48584 [1448] validation_0-mae:4171.95166 validation_1-mae:6000.93213 [1449] validation_0-mae:4171.01074 validation_1-mae:6000.97656 [1450] validation_0-mae:4169.64990 validation_1-mae:6000.21924 [1451] validation_0-mae:4169.05078 validation_1-mae:6000.06152 [1452] validation_0-mae:4168.17383 validation_1-mae:6000.00977 [1453] validation_0-mae:4166.88721 validation_1-mae:6000.07812 [1454] validation_0-mae:4166.10498 validation_1-mae:6000.01123 [1455] validation_0-mae:4165.32373 validation_1-mae:5999.78857 [1456] validation_0-mae:4164.19092 validation_1-mae:5999.49512 [1457] validation_0-mae:4163.16064 validation_1-mae:5999.83887 [1458] validation_0-mae:4161.83789 validation_1-mae:5999.68018 [1459] validation_0-mae:4159.62793 validation_1-mae:5998.30518 [1460] validation_0-mae:4158.88916 validation_1-mae:5998.58350 [1461] validation_0-mae:4157.82715 validation_1-mae:5998.55566 [1462] validation_0-mae:4157.36328 validation_1-mae:5998.41504 [1463] validation_0-mae:4156.65381 validation_1-mae:5998.59180 [1464] validation_0-mae:4155.56006 validation_1-mae:5998.44775 [1465] validation_0-mae:4154.80273 validation_1-mae:5998.47852 [1466] validation_0-mae:4153.91260 validation_1-mae:5998.62891 [1467] validation_0-mae:4153.23438 validation_1-mae:5998.59277 [1468] validation_0-mae:4152.70312 validation_1-mae:5998.44629 [1469] validation_0-mae:4151.23145 validation_1-mae:5997.47022 [1470] validation_0-mae:4150.23193 validation_1-mae:5997.56641 [1471] validation_0-mae:4149.94580 validation_1-mae:5997.52393 [1472] validation_0-mae:4149.25781 validation_1-mae:5996.88525 [1473] validation_0-mae:4148.78320 validation_1-mae:5996.91748 [1474] validation_0-mae:4148.21631 validation_1-mae:5996.95508 [1475] validation_0-mae:4147.47314 validation_1-mae:5997.02930 [1476] validation_0-mae:4147.28467 validation_1-mae:5996.90039 [1477] validation_0-mae:4146.70557 validation_1-mae:5996.59619 [1478] validation_0-mae:4146.42334 validation_1-mae:5996.69482 [1479] validation_0-mae:4145.93897 validation_1-mae:5996.70557 [1480] validation_0-mae:4144.15869 validation_1-mae:5996.50684 [1481] validation_0-mae:4143.15967 validation_1-mae:5996.08203 [1482] validation_0-mae:4142.67334 validation_1-mae:5996.15381 [1483] validation_0-mae:4141.55078 validation_1-mae:5996.15869 [1484] validation_0-mae:4140.59912 validation_1-mae:5995.90674 [1485] validation_0-mae:4139.90186 validation_1-mae:5995.70898 [1486] validation_0-mae:4139.62695 validation_1-mae:5995.78320 [1487] validation_0-mae:4139.18164 validation_1-mae:5995.39844 [1488] validation_0-mae:4138.96436 validation_1-mae:5995.33936 [1489] validation_0-mae:4138.73389 validation_1-mae:5995.41943 [1490] validation_0-mae:4138.27100 validation_1-mae:5995.56689 [1491] validation_0-mae:4138.24902 validation_1-mae:5995.57227 [1492] validation_0-mae:4137.73633 validation_1-mae:5995.36523 [1493] validation_0-mae:4136.92188 validation_1-mae:5995.39893 [1494] validation_0-mae:4136.26953 validation_1-mae:5995.78369 [1495] validation_0-mae:4134.65967 validation_1-mae:5995.26709 [1496] validation_0-mae:4133.85645 validation_1-mae:5995.00195 [1497] validation_0-mae:4133.01660 validation_1-mae:5994.74170 [1498] validation_0-mae:4132.32910 validation_1-mae:5994.45264 [1499] validation_0-mae:4131.52344 validation_1-mae:5994.11133 [1500] validation_0-mae:4130.86328 validation_1-mae:5993.87793 [1501] validation_0-mae:4130.09228 validation_1-mae:5994.00928 [1502] validation_0-mae:4129.88867 validation_1-mae:5994.11572 [1503] validation_0-mae:4129.16064 validation_1-mae:5993.98779 [1504] validation_0-mae:4128.13574 validation_1-mae:5994.01270 [1505] validation_0-mae:4127.47559 validation_1-mae:5993.83105 [1506] validation_0-mae:4126.57910 validation_1-mae:5994.21289 [1507] validation_0-mae:4125.63672 validation_1-mae:5994.31738 [1508] validation_0-mae:4125.11133 validation_1-mae:5994.68603 [1509] validation_0-mae:4124.15674 validation_1-mae:5994.57324 [1510] validation_0-mae:4123.32129 validation_1-mae:5994.64014 [1511] validation_0-mae:4122.44043 validation_1-mae:5995.08984 [1512] validation_0-mae:4122.35156 validation_1-mae:5995.10400 [1513] validation_0-mae:4121.48291 validation_1-mae:5995.42773 [1514] validation_0-mae:4120.90234 validation_1-mae:5995.34619 [1515] validation_0-mae:4120.42822 validation_1-mae:5995.35449 [1516] validation_0-mae:4118.77539 validation_1-mae:5995.98926 [1517] validation_0-mae:4117.90625 validation_1-mae:5996.65088 [1518] validation_0-mae:4117.42627 validation_1-mae:5997.35156 [1519] validation_0-mae:4116.67139 validation_1-mae:5997.34961 [1520] validation_0-mae:4115.71289 validation_1-mae:5996.96680 [1521] validation_0-mae:4114.81494 validation_1-mae:5997.15478 [1522] validation_0-mae:4113.82080 validation_1-mae:5997.01318 [1523] validation_0-mae:4113.16016 validation_1-mae:5997.39795 [1524] validation_0-mae:4111.91846 validation_1-mae:5997.44727 [1525] validation_0-mae:4111.14648 validation_1-mae:5997.82227 [1526] validation_0-mae:4110.37988 validation_1-mae:5997.70605 [1527] validation_0-mae:4109.70996 validation_1-mae:5997.99219 [1528] validation_0-mae:4108.83203 validation_1-mae:5998.08936 [1529] validation_0-mae:4108.13379 validation_1-mae:5998.28418 [1530] validation_0-mae:4106.47705 validation_1-mae:5998.32666 [1531] validation_0-mae:4105.30811 validation_1-mae:5998.90576 [1532] validation_0-mae:4104.62451 validation_1-mae:5998.31787 [1533] validation_0-mae:4103.87500 validation_1-mae:5998.33838 [1534] validation_0-mae:4103.07324 validation_1-mae:5998.17578 [1535] validation_0-mae:4102.61426 validation_1-mae:5998.16504 [1536] validation_0-mae:4102.13135 validation_1-mae:5998.12353 [1537] validation_0-mae:4101.59668 validation_1-mae:5998.20264 [1538] validation_0-mae:4101.10645 validation_1-mae:5997.99951 [1539] validation_0-mae:4099.68359 validation_1-mae:5998.14941 [1540] validation_0-mae:4099.07422 validation_1-mae:5998.18945 [1541] validation_0-mae:4098.73877 validation_1-mae:5998.13965 [1542] validation_0-mae:4097.73535 validation_1-mae:5998.35254 [1543] validation_0-mae:4097.11035 validation_1-mae:5998.04150 [1544] validation_0-mae:4097.03955 validation_1-mae:5998.05664 [1545] validation_0-mae:4096.76465 validation_1-mae:5998.18701 [1546] validation_0-mae:4096.20410 validation_1-mae:5997.95361 [1547] validation_0-mae:4095.83398 validation_1-mae:5998.02783 [1548] validation_0-mae:4095.09326 validation_1-mae:5997.88428 [1549] validation_0-mae:4094.42383 validation_1-mae:5998.00586 [1550] validation_0-mae:4093.69092 validation_1-mae:5997.57764 [1551] validation_0-mae:4093.17749 validation_1-mae:5997.46924 [1552] validation_0-mae:4093.12793 validation_1-mae:5997.45947 [1553] validation_0-mae:4092.17651 validation_1-mae:5996.99951 [1554] validation_0-mae:4091.61865 validation_1-mae:5997.30371 [1555] validation_0-mae:4091.27368 validation_1-mae:5997.44727 [1556] validation_0-mae:4090.19922 validation_1-mae:5996.98340 [1557] validation_0-mae:4089.48853 validation_1-mae:5997.09522 [1558] validation_0-mae:4088.90527 validation_1-mae:5996.72412 [1559] validation_0-mae:4088.45093 validation_1-mae:5996.73145 [1560] validation_0-mae:4087.21240 validation_1-mae:5996.79639 [1561] validation_0-mae:4085.70264 validation_1-mae:5996.95312 [1562] validation_0-mae:4084.69385 validation_1-mae:5997.18994 [1563] validation_0-mae:4083.37231 validation_1-mae:5996.79053 [1564] validation_0-mae:4082.68604 validation_1-mae:5997.04736 [1565] validation_0-mae:4081.34326 validation_1-mae:5996.79590 [1566] validation_0-mae:4080.94873 validation_1-mae:5996.76270 [1567] validation_0-mae:4078.89356 validation_1-mae:5996.79297 [1568] validation_0-mae:4078.39893 validation_1-mae:5996.76270 [1569] validation_0-mae:4078.01856 validation_1-mae:5996.62451 [1570] validation_0-mae:4077.22241 validation_1-mae:5996.89551 [1571] validation_0-mae:4076.82861 validation_1-mae:5996.79590 [1572] validation_0-mae:4076.01221 validation_1-mae:5996.30762 [1573] validation_0-mae:4075.08838 validation_1-mae:5996.80664 [1574] validation_0-mae:4074.62598 validation_1-mae:5996.89697 [1575] validation_0-mae:4073.42847 validation_1-mae:5997.14062 [1576] validation_0-mae:4072.74341 validation_1-mae:5996.93897 [1577] validation_0-mae:4072.23462 validation_1-mae:5997.03857 [1578] validation_0-mae:4071.85791 validation_1-mae:5996.89697 [1579] validation_0-mae:4071.50073 validation_1-mae:5996.97998 [1580] validation_0-mae:4070.50635 validation_1-mae:5997.27295 [1581] validation_0-mae:4069.56323 validation_1-mae:5997.66895 [1582] validation_0-mae:4068.89893 validation_1-mae:5997.40723 [1583] validation_0-mae:4068.00562 validation_1-mae:5997.09522 [1584] validation_0-mae:4066.59180 validation_1-mae:5996.88135 [1585] validation_0-mae:4065.58008 validation_1-mae:5996.89551 [1586] validation_0-mae:4064.83154 validation_1-mae:5997.09473 [1587] validation_0-mae:4064.59717 validation_1-mae:5996.73535 [1588] validation_0-mae:4063.23950 validation_1-mae:5997.21533 [1589] validation_0-mae:4062.75317 validation_1-mae:5996.99463 [1590] validation_0-mae:4062.31055 validation_1-mae:5997.04102 [1591] validation_0-mae:4061.37720 validation_1-mae:5997.37207 [1592] validation_0-mae:4060.99951 validation_1-mae:5997.20752 [1593] validation_0-mae:4060.08228 validation_1-mae:5996.93408 [1594] validation_0-mae:4059.29321 validation_1-mae:5996.34619 [1595] validation_0-mae:4058.19189 validation_1-mae:5996.16260 [1596] validation_0-mae:4056.73413 validation_1-mae:5996.45703 [1597] validation_0-mae:4056.02686 validation_1-mae:5996.30811 [1598] validation_0-mae:4054.98486 validation_1-mae:5996.48145 [1599] validation_0-mae:4054.32324 validation_1-mae:5996.19141 [1600] validation_0-mae:4053.61621 validation_1-mae:5995.90674 [1601] validation_0-mae:4052.83154 validation_1-mae:5995.83691 [1602] validation_0-mae:4051.76074 validation_1-mae:5996.09033 [1603] validation_0-mae:4050.80908 validation_1-mae:5995.44727 [1604] validation_0-mae:4050.17358 validation_1-mae:5995.43555 [1605] validation_0-mae:4049.62646 validation_1-mae:5995.39062 [1606] validation_0-mae:4048.74731 validation_1-mae:5995.47559 [1607] validation_0-mae:4048.30054 validation_1-mae:5995.65478 [1608] validation_0-mae:4047.74902 validation_1-mae:5995.70312 [1609] validation_0-mae:4046.74756 validation_1-mae:5995.55469 [1610] validation_0-mae:4046.13013 validation_1-mae:5995.57373 [1611] validation_0-mae:4045.30078 validation_1-mae:5996.00537 [1612] validation_0-mae:4045.21094 validation_1-mae:5995.97461 [1613] validation_0-mae:4044.57959 validation_1-mae:5995.84082 [1614] validation_0-mae:4043.83398 validation_1-mae:5995.79639 [1615] validation_0-mae:4043.02295 validation_1-mae:5995.68359 [1616] validation_0-mae:4042.31689 validation_1-mae:5995.50195 [1617] validation_0-mae:4041.61304 validation_1-mae:5995.64111 [1618] validation_0-mae:4040.71875 validation_1-mae:5996.11572 [1619] validation_0-mae:4040.18701 validation_1-mae:5995.92334 [1620] validation_0-mae:4039.98071 validation_1-mae:5995.92480 [1621] validation_0-mae:4039.91333 validation_1-mae:5996.01855 [1622] validation_0-mae:4039.09912 validation_1-mae:5996.18408 [1623] validation_0-mae:4037.64307 validation_1-mae:5997.03027 [1624] validation_0-mae:4036.76123 validation_1-mae:5996.87158 [1625] validation_0-mae:4036.18359 validation_1-mae:5996.82275 [1626] validation_0-mae:4035.65503 validation_1-mae:5996.80908 [1627] validation_0-mae:4035.20215 validation_1-mae:5996.81152 [1628] validation_0-mae:4033.97656 validation_1-mae:5997.09424 [1629] validation_0-mae:4032.95190 validation_1-mae:5997.23389 [1630] validation_0-mae:4032.58862 validation_1-mae:5997.03369 [1631] validation_0-mae:4032.00269 validation_1-mae:5996.95850 [1632] validation_0-mae:4031.81006 validation_1-mae:5996.97119 [1633] validation_0-mae:4031.53955 validation_1-mae:5997.03613 [1634] validation_0-mae:4029.11719 validation_1-mae:5996.33105 [1635] validation_0-mae:4028.32446 validation_1-mae:5996.59473 [1636] validation_0-mae:4027.91016 validation_1-mae:5996.56836 [1637] validation_0-mae:4027.38379 validation_1-mae:5996.87647 [1638] validation_0-mae:4026.23633 validation_1-mae:5997.17773 [1639] validation_0-mae:4025.36621 validation_1-mae:5997.11182 [1640] validation_0-mae:4024.42114 validation_1-mae:5997.21045 [1641] validation_0-mae:4023.06787 validation_1-mae:5996.89453 [1642] validation_0-mae:4022.49536 validation_1-mae:5997.09228 [1643] validation_0-mae:4021.76196 validation_1-mae:5997.29297 [1644] validation_0-mae:4020.78223 validation_1-mae:5997.50488 [1645] validation_0-mae:4018.84302 validation_1-mae:5996.77100 [1646] validation_0-mae:4018.18384 validation_1-mae:5997.21777 [1647] validation_0-mae:4017.47656 validation_1-mae:5997.31787 [1648] validation_0-mae:4016.54785 validation_1-mae:5997.35010 [1649] validation_0-mae:4015.85547 validation_1-mae:5997.27832 [1650] validation_0-mae:4015.08569 validation_1-mae:5996.96826 [1651] validation_0-mae:4014.24927 validation_1-mae:5997.02539 [1652] validation_0-mae:4013.63135 validation_1-mae:5997.22363 [1653] validation_0-mae:4013.05322 validation_1-mae:5997.25879 [1654] validation_0-mae:4012.10303 validation_1-mae:5997.07666 [1655] validation_0-mae:4011.46045 validation_1-mae:5997.21680 [1656] validation_0-mae:4010.55762 validation_1-mae:5997.28272 [1657] validation_0-mae:4009.82886 validation_1-mae:5997.54639 [1658] validation_0-mae:4009.35571 validation_1-mae:5997.45703 [1659] validation_0-mae:4008.40039 validation_1-mae:5997.15625 [1660] validation_0-mae:4007.64844 validation_1-mae:5997.19434 [1661] validation_0-mae:4006.87720 validation_1-mae:5997.01953 [1662] validation_0-mae:4006.40210 validation_1-mae:5997.19629 [1663] validation_0-mae:4005.26269 validation_1-mae:5996.86035 [1664] validation_0-mae:4004.43774 validation_1-mae:5996.92480 [1665] validation_0-mae:4004.14746 validation_1-mae:5996.94336 [1666] validation_0-mae:4003.62817 validation_1-mae:5997.05762 [1667] validation_0-mae:4002.16797 validation_1-mae:5997.35352 [1668] validation_0-mae:4001.62891 validation_1-mae:5997.44775 [1669] validation_0-mae:4000.78394 validation_1-mae:5997.33545 [1670] validation_0-mae:4000.17871 validation_1-mae:5997.63818 [1671] validation_0-mae:3999.42358 validation_1-mae:5997.66357 [1672] validation_0-mae:3999.01611 validation_1-mae:5997.76221 [1673] validation_0-mae:3997.94824 validation_1-mae:5998.05664 [1674] validation_0-mae:3997.49780 validation_1-mae:5998.36230 [1675] validation_0-mae:3997.07983 validation_1-mae:5998.33545 [1676] validation_0-mae:3996.74561 validation_1-mae:5998.25537 [1677] validation_0-mae:3995.98608 validation_1-mae:5997.99609 [1678] validation_0-mae:3995.18213 validation_1-mae:5997.82666 [1679] validation_0-mae:3994.64429 validation_1-mae:5998.11230 [1680] validation_0-mae:3993.41113 validation_1-mae:5997.46289 [1681] validation_0-mae:3993.05225 validation_1-mae:5997.38721 [1682] validation_0-mae:3992.72388 validation_1-mae:5997.33105 [1683] validation_0-mae:3991.83911 validation_1-mae:5997.02490 [1684] validation_0-mae:3990.45312 validation_1-mae:5996.78662 [1685] validation_0-mae:3989.58350 validation_1-mae:5996.83936 [1686] validation_0-mae:3988.50757 validation_1-mae:5996.55615 [1687] validation_0-mae:3987.34814 validation_1-mae:5996.41309 [1688] validation_0-mae:3986.27417 validation_1-mae:5996.58447 [1689] validation_0-mae:3985.34204 validation_1-mae:5996.82910 [1690] validation_0-mae:3984.35278 validation_1-mae:5997.28516 [1691] validation_0-mae:3983.99097 validation_1-mae:5997.42822 [1692] validation_0-mae:3983.32373 validation_1-mae:5997.40772 [1693] validation_0-mae:3982.35742 validation_1-mae:5997.26123 [1694] validation_0-mae:3982.31909 validation_1-mae:5997.35010 [1695] validation_0-mae:3981.46924 validation_1-mae:5997.46875 [1696] validation_0-mae:3980.87305 validation_1-mae:5997.70898 [1697] validation_0-mae:3979.96436 validation_1-mae:5997.45752 [1698] validation_0-mae:3978.36719 validation_1-mae:5997.48877 [1699] validation_0-mae:3977.92725 validation_1-mae:5997.38135 Dropping: enzyna [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65234 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.57666 [21] validation_0-mae:7944.89600 validation_1-mae:7832.65723 [22] validation_0-mae:7846.75684 validation_1-mae:7746.49707 [23] validation_0-mae:7760.49268 validation_1-mae:7677.36865 [24] validation_0-mae:7676.77881 validation_1-mae:7599.02197 [25] validation_0-mae:7604.22461 validation_1-mae:7535.70166 [26] validation_0-mae:7548.77930 validation_1-mae:7488.89014 [27] validation_0-mae:7488.50049 validation_1-mae:7434.85938 [28] validation_0-mae:7439.26465 validation_1-mae:7393.77002 [29] validation_0-mae:7397.07129 validation_1-mae:7359.59912 [30] validation_0-mae:7361.33447 validation_1-mae:7328.96973 [31] validation_0-mae:7320.76904 validation_1-mae:7292.48438 [32] validation_0-mae:7292.27344 validation_1-mae:7275.18701 [33] validation_0-mae:7264.06689 validation_1-mae:7254.14551 [34] validation_0-mae:7233.79004 validation_1-mae:7234.18408 [35] validation_0-mae:7202.32031 validation_1-mae:7209.31201 [36] validation_0-mae:7185.08740 validation_1-mae:7195.89600 [37] validation_0-mae:7167.61963 validation_1-mae:7185.46484 [38] validation_0-mae:7142.17969 validation_1-mae:7163.96484 [39] validation_0-mae:7120.81445 validation_1-mae:7146.78223 [40] validation_0-mae:7102.98682 validation_1-mae:7136.41309 [41] validation_0-mae:7086.79443 validation_1-mae:7124.01758 [42] validation_0-mae:7069.74609 validation_1-mae:7113.27588 [43] validation_0-mae:7049.70898 validation_1-mae:7099.46924 [44] validation_0-mae:7033.69287 validation_1-mae:7086.41162 [45] validation_0-mae:7014.76465 validation_1-mae:7073.25244 [46] validation_0-mae:6998.53857 validation_1-mae:7063.08057 [47] validation_0-mae:6975.02393 validation_1-mae:7044.31543 [48] validation_0-mae:6963.79541 validation_1-mae:7035.65430 [49] validation_0-mae:6944.66797 validation_1-mae:7021.48193 [50] validation_0-mae:6920.67480 validation_1-mae:7006.07324 [51] validation_0-mae:6908.85303 validation_1-mae:6996.83154 [52] validation_0-mae:6890.51709 validation_1-mae:6984.88965 [53] validation_0-mae:6871.32324 validation_1-mae:6968.12549 [54] validation_0-mae:6856.89600 validation_1-mae:6955.47070 [55] validation_0-mae:6846.20459 validation_1-mae:6949.03027 [56] validation_0-mae:6826.03076 validation_1-mae:6932.33740 [57] validation_0-mae:6813.08398 validation_1-mae:6923.76074 [58] validation_0-mae:6803.71582 validation_1-mae:6916.98828 [59] validation_0-mae:6786.72754 validation_1-mae:6909.02490 [60] validation_0-mae:6774.04492 validation_1-mae:6898.49365 [61] validation_0-mae:6760.41797 validation_1-mae:6887.69287 [62] validation_0-mae:6749.58740 validation_1-mae:6881.05518 [63] validation_0-mae:6734.16895 validation_1-mae:6868.57764 [64] validation_0-mae:6721.70703 validation_1-mae:6858.12988 [65] validation_0-mae:6710.04395 validation_1-mae:6849.31397 [66] validation_0-mae:6696.66162 validation_1-mae:6835.61182 [67] validation_0-mae:6686.05078 validation_1-mae:6829.89453 [68] validation_0-mae:6675.47510 validation_1-mae:6821.44238 [69] validation_0-mae:6670.55078 validation_1-mae:6818.11865 [70] validation_0-mae:6656.58936 validation_1-mae:6808.96777 [71] validation_0-mae:6645.05908 validation_1-mae:6800.29980 [72] validation_0-mae:6634.14893 validation_1-mae:6795.21582 [73] validation_0-mae:6626.81543 validation_1-mae:6788.82764 [74] validation_0-mae:6615.48486 validation_1-mae:6781.77051 [75] validation_0-mae:6594.62647 validation_1-mae:6763.05078 [76] validation_0-mae:6584.61572 validation_1-mae:6755.32959 [77] validation_0-mae:6580.52246 validation_1-mae:6750.90283 [78] validation_0-mae:6571.61914 validation_1-mae:6743.55371 [79] validation_0-mae:6562.51611 validation_1-mae:6738.77930 [80] validation_0-mae:6553.35889 validation_1-mae:6730.15527 [81] validation_0-mae:6540.77051 validation_1-mae:6721.96289 [82] validation_0-mae:6534.70850 validation_1-mae:6717.48486 [83] validation_0-mae:6526.16943 validation_1-mae:6710.86084 [84] validation_0-mae:6519.55664 validation_1-mae:6707.89941 [85] validation_0-mae:6510.32275 validation_1-mae:6701.20752 [86] validation_0-mae:6502.94092 validation_1-mae:6698.28369 [87] validation_0-mae:6490.16992 validation_1-mae:6688.21631 [88] validation_0-mae:6477.60596 validation_1-mae:6682.35986 [89] validation_0-mae:6471.63135 validation_1-mae:6676.42285 [90] validation_0-mae:6465.46338 validation_1-mae:6672.59961 [91] validation_0-mae:6457.59522 validation_1-mae:6665.64111 [92] validation_0-mae:6450.43164 validation_1-mae:6662.18164 [93] validation_0-mae:6442.52686 validation_1-mae:6659.03613 [94] validation_0-mae:6435.18066 validation_1-mae:6653.69287 [95] validation_0-mae:6427.90039 validation_1-mae:6648.12012 [96] validation_0-mae:6421.48535 validation_1-mae:6644.13623 [97] validation_0-mae:6411.04785 validation_1-mae:6637.74805 [98] validation_0-mae:6403.91064 validation_1-mae:6631.41943 [99] validation_0-mae:6396.84228 validation_1-mae:6626.64209 [100] validation_0-mae:6388.18603 validation_1-mae:6619.67334 [101] validation_0-mae:6385.47559 validation_1-mae:6618.09082 [102] validation_0-mae:6377.70654 validation_1-mae:6614.96533 [103] validation_0-mae:6372.88721 validation_1-mae:6610.48047 [104] validation_0-mae:6367.11963 validation_1-mae:6606.50195 [105] validation_0-mae:6361.61133 validation_1-mae:6602.17871 [106] validation_0-mae:6354.73535 validation_1-mae:6599.50439 [107] validation_0-mae:6351.73486 validation_1-mae:6598.05713 [108] validation_0-mae:6347.29199 validation_1-mae:6595.30762 [109] validation_0-mae:6340.40186 validation_1-mae:6590.36914 [110] validation_0-mae:6332.76660 validation_1-mae:6584.72510 [111] validation_0-mae:6328.40234 validation_1-mae:6582.91357 [112] validation_0-mae:6324.09668 validation_1-mae:6578.90381 [113] validation_0-mae:6317.14746 validation_1-mae:6574.39600 [114] validation_0-mae:6312.28125 validation_1-mae:6571.13232 [115] validation_0-mae:6307.44629 validation_1-mae:6569.44336 [116] validation_0-mae:6303.75098 validation_1-mae:6566.43652 [117] validation_0-mae:6300.46240 validation_1-mae:6565.44775 [118] validation_0-mae:6285.49316 validation_1-mae:6554.04541 [119] validation_0-mae:6280.44287 validation_1-mae:6553.05176 [120] validation_0-mae:6275.94580 validation_1-mae:6551.11719 [121] validation_0-mae:6269.61475 validation_1-mae:6547.58643 [122] validation_0-mae:6265.71728 validation_1-mae:6545.96533 [123] validation_0-mae:6260.69434 validation_1-mae:6542.05127 [124] validation_0-mae:6255.40723 validation_1-mae:6537.63770 [125] validation_0-mae:6252.21533 validation_1-mae:6535.15088 [126] validation_0-mae:6248.73242 validation_1-mae:6532.75439 [127] validation_0-mae:6245.21240 validation_1-mae:6531.59424 [128] validation_0-mae:6239.31397 validation_1-mae:6528.25439 [129] validation_0-mae:6230.73389 validation_1-mae:6521.81934 [130] validation_0-mae:6222.81103 validation_1-mae:6517.69092 [131] validation_0-mae:6215.81250 validation_1-mae:6512.44727 [132] validation_0-mae:6208.52686 validation_1-mae:6505.68994 [133] validation_0-mae:6207.25000 validation_1-mae:6505.15576 [134] validation_0-mae:6200.48145 validation_1-mae:6501.51660 [135] validation_0-mae:6196.98242 validation_1-mae:6500.45459 [136] validation_0-mae:6191.95264 validation_1-mae:6496.23438 [137] validation_0-mae:6185.63721 validation_1-mae:6492.02441 [138] validation_0-mae:6179.22070 validation_1-mae:6487.00147 [139] validation_0-mae:6174.90674 validation_1-mae:6485.57275 [140] validation_0-mae:6170.86084 validation_1-mae:6483.25732 [141] validation_0-mae:6167.00098 validation_1-mae:6480.43994 [142] validation_0-mae:6162.78027 validation_1-mae:6479.65772 [143] validation_0-mae:6159.03955 validation_1-mae:6478.20898 [144] validation_0-mae:6156.55127 validation_1-mae:6476.83643 [145] validation_0-mae:6154.79004 validation_1-mae:6475.62402 [146] validation_0-mae:6150.08594 validation_1-mae:6473.17383 [147] validation_0-mae:6145.03369 validation_1-mae:6471.45850 [148] validation_0-mae:6141.25635 validation_1-mae:6470.14795 [149] validation_0-mae:6133.24268 validation_1-mae:6464.07715 [150] validation_0-mae:6129.84326 validation_1-mae:6462.47949 [151] validation_0-mae:6125.86621 validation_1-mae:6460.16895 [152] validation_0-mae:6117.30566 validation_1-mae:6453.20459 [153] validation_0-mae:6111.80615 validation_1-mae:6449.98193 [154] validation_0-mae:6105.25635 validation_1-mae:6448.62402 [155] validation_0-mae:6100.87012 validation_1-mae:6445.35986 [156] validation_0-mae:6095.81055 validation_1-mae:6442.90186 [157] validation_0-mae:6094.80420 validation_1-mae:6441.77881 [158] validation_0-mae:6091.64258 validation_1-mae:6440.90039 [159] validation_0-mae:6086.85352 validation_1-mae:6436.85645 [160] validation_0-mae:6079.98242 validation_1-mae:6431.42920 [161] validation_0-mae:6076.78516 validation_1-mae:6429.86914 [162] validation_0-mae:6073.68603 validation_1-mae:6428.91748 [163] validation_0-mae:6069.70703 validation_1-mae:6426.31055 [164] validation_0-mae:6066.64600 validation_1-mae:6424.70264 [165] validation_0-mae:6063.58154 validation_1-mae:6425.02002 [166] validation_0-mae:6060.31201 validation_1-mae:6423.39551 [167] validation_0-mae:6057.61572 validation_1-mae:6421.73877 [168] validation_0-mae:6052.45312 validation_1-mae:6419.89307 [169] validation_0-mae:6047.73926 validation_1-mae:6418.11719 [170] validation_0-mae:6045.80615 validation_1-mae:6417.44824 [171] validation_0-mae:6041.22510 validation_1-mae:6418.32422 [172] validation_0-mae:6039.63965 validation_1-mae:6418.15088 [173] validation_0-mae:6036.31836 validation_1-mae:6417.35986 [174] validation_0-mae:6032.70410 validation_1-mae:6415.62549 [175] validation_0-mae:6029.19238 validation_1-mae:6414.36670 [176] validation_0-mae:6025.88672 validation_1-mae:6413.28516 [177] validation_0-mae:6023.56934 validation_1-mae:6411.84570 [178] validation_0-mae:6021.21582 validation_1-mae:6410.72070 [179] validation_0-mae:6018.04834 validation_1-mae:6409.02686 [180] validation_0-mae:6015.53857 validation_1-mae:6407.23486 [181] validation_0-mae:6015.06055 validation_1-mae:6407.09180 [182] validation_0-mae:6008.23633 validation_1-mae:6403.89844 [183] validation_0-mae:5999.70898 validation_1-mae:6398.91113 [184] validation_0-mae:5996.48193 validation_1-mae:6397.74512 [185] validation_0-mae:5991.63135 validation_1-mae:6395.79102 [186] validation_0-mae:5989.04346 validation_1-mae:6395.95996 [187] validation_0-mae:5984.61719 validation_1-mae:6393.33154 [188] validation_0-mae:5980.36475 validation_1-mae:6391.99707 [189] validation_0-mae:5975.98926 validation_1-mae:6388.93311 [190] validation_0-mae:5969.76465 validation_1-mae:6385.85742 [191] validation_0-mae:5966.18164 validation_1-mae:6384.25830 [192] validation_0-mae:5963.09082 validation_1-mae:6383.70166 [193] validation_0-mae:5960.63672 validation_1-mae:6383.07178 [194] validation_0-mae:5959.54102 validation_1-mae:6382.44385 [195] validation_0-mae:5956.40967 validation_1-mae:6382.00732 [196] validation_0-mae:5953.78711 validation_1-mae:6380.02637 [197] validation_0-mae:5951.14551 validation_1-mae:6378.44287 [198] validation_0-mae:5948.77393 validation_1-mae:6377.09131 [199] validation_0-mae:5944.65088 validation_1-mae:6376.19189 [200] validation_0-mae:5942.31055 validation_1-mae:6375.23438 [201] validation_0-mae:5939.12744 validation_1-mae:6374.29443 [202] validation_0-mae:5935.48975 validation_1-mae:6373.78223 [203] validation_0-mae:5933.61426 validation_1-mae:6373.09522 [204] validation_0-mae:5927.83594 validation_1-mae:6371.17871 [205] validation_0-mae:5922.66016 validation_1-mae:6370.13721 [206] validation_0-mae:5918.70752 validation_1-mae:6367.56006 [207] validation_0-mae:5912.37598 validation_1-mae:6362.41113 [208] validation_0-mae:5910.04297 validation_1-mae:6361.83936 [209] validation_0-mae:5909.07812 validation_1-mae:6361.53809 [210] validation_0-mae:5906.16113 validation_1-mae:6361.02881 [211] validation_0-mae:5900.21045 validation_1-mae:6358.37353 [212] validation_0-mae:5896.07422 validation_1-mae:6356.75537 [213] validation_0-mae:5894.13623 validation_1-mae:6356.53516 [214] validation_0-mae:5891.35059 validation_1-mae:6355.58008 [215] validation_0-mae:5886.97900 validation_1-mae:6352.66602 [216] validation_0-mae:5883.60596 validation_1-mae:6352.55469 [217] validation_0-mae:5880.00342 validation_1-mae:6350.88818 [218] validation_0-mae:5878.79150 validation_1-mae:6350.18018 [219] validation_0-mae:5876.90820 validation_1-mae:6349.57373 [220] validation_0-mae:5874.62939 validation_1-mae:6347.88037 [221] validation_0-mae:5872.10400 validation_1-mae:6347.19385 [222] validation_0-mae:5867.57275 validation_1-mae:6344.65381 [223] validation_0-mae:5865.78857 validation_1-mae:6343.93799 [224] validation_0-mae:5865.01758 validation_1-mae:6343.94238 [225] validation_0-mae:5863.58057 validation_1-mae:6342.56689 [226] validation_0-mae:5860.97803 validation_1-mae:6343.25098 [227] validation_0-mae:5856.66406 validation_1-mae:6340.85693 [228] validation_0-mae:5852.91943 validation_1-mae:6337.87207 [229] validation_0-mae:5845.58594 validation_1-mae:6332.14453 [230] validation_0-mae:5839.43750 validation_1-mae:6327.86572 [231] validation_0-mae:5836.72705 validation_1-mae:6326.20898 [232] validation_0-mae:5833.36475 validation_1-mae:6324.45068 [233] validation_0-mae:5828.91455 validation_1-mae:6320.62451 [234] validation_0-mae:5825.32080 validation_1-mae:6319.72266 [235] validation_0-mae:5823.41162 validation_1-mae:6318.53320 [236] validation_0-mae:5821.31934 validation_1-mae:6317.46484 [237] validation_0-mae:5816.73242 validation_1-mae:6315.10205 [238] validation_0-mae:5815.86279 validation_1-mae:6314.66211 [239] validation_0-mae:5811.49170 validation_1-mae:6311.98438 [240] validation_0-mae:5808.39404 validation_1-mae:6310.95508 [241] validation_0-mae:5805.13330 validation_1-mae:6309.65186 [242] validation_0-mae:5803.43408 validation_1-mae:6309.28467 [243] validation_0-mae:5800.56494 validation_1-mae:6307.93457 [244] validation_0-mae:5798.26074 validation_1-mae:6306.51025 [245] validation_0-mae:5795.84180 validation_1-mae:6305.91357 [246] validation_0-mae:5794.55420 validation_1-mae:6305.26855 [247] validation_0-mae:5792.75830 validation_1-mae:6304.93457 [248] validation_0-mae:5789.75293 validation_1-mae:6304.01807 [249] validation_0-mae:5789.15283 validation_1-mae:6303.91650 [250] validation_0-mae:5784.59326 validation_1-mae:6302.11475 [251] validation_0-mae:5782.48291 validation_1-mae:6301.12549 [252] validation_0-mae:5780.14062 validation_1-mae:6300.72803 [253] validation_0-mae:5778.29834 validation_1-mae:6300.21777 [254] validation_0-mae:5776.72998 validation_1-mae:6300.28809 [255] validation_0-mae:5775.72607 validation_1-mae:6300.10449 [256] validation_0-mae:5773.73096 validation_1-mae:6299.31397 [257] validation_0-mae:5771.70215 validation_1-mae:6297.78906 [258] validation_0-mae:5770.25732 validation_1-mae:6296.82031 [259] validation_0-mae:5766.94775 validation_1-mae:6293.93652 [260] validation_0-mae:5765.38672 validation_1-mae:6293.88135 [261] validation_0-mae:5762.74414 validation_1-mae:6292.71289 [262] validation_0-mae:5760.84180 validation_1-mae:6293.19385 [263] validation_0-mae:5758.62353 validation_1-mae:6291.50439 [264] validation_0-mae:5755.70459 validation_1-mae:6291.01465 [265] validation_0-mae:5751.83398 validation_1-mae:6290.88623 [266] validation_0-mae:5748.02930 validation_1-mae:6288.03076 [267] validation_0-mae:5745.39941 validation_1-mae:6287.06738 [268] validation_0-mae:5742.47217 validation_1-mae:6285.07959 [269] validation_0-mae:5736.97705 validation_1-mae:6280.83008 [270] validation_0-mae:5733.43408 validation_1-mae:6279.73730 [271] validation_0-mae:5730.54102 validation_1-mae:6278.62305 [272] validation_0-mae:5723.48926 validation_1-mae:6275.49951 [273] validation_0-mae:5721.64062 validation_1-mae:6274.88770 [274] validation_0-mae:5720.67920 validation_1-mae:6275.22022 [275] validation_0-mae:5719.78760 validation_1-mae:6274.49658 [276] validation_0-mae:5715.82324 validation_1-mae:6272.28760 [277] validation_0-mae:5714.99512 validation_1-mae:6271.95117 [278] validation_0-mae:5713.94873 validation_1-mae:6271.80273 [279] validation_0-mae:5711.12988 validation_1-mae:6270.73340 [280] validation_0-mae:5706.86963 validation_1-mae:6268.70947 [281] validation_0-mae:5704.45312 validation_1-mae:6268.17578 [282] validation_0-mae:5702.69531 validation_1-mae:6267.02148 [283] validation_0-mae:5700.79102 validation_1-mae:6266.65088 [284] validation_0-mae:5698.29395 validation_1-mae:6265.19775 [285] validation_0-mae:5696.75635 validation_1-mae:6265.05225 [286] validation_0-mae:5696.09424 validation_1-mae:6264.80908 [287] validation_0-mae:5695.47803 validation_1-mae:6264.57520 [288] validation_0-mae:5690.74951 validation_1-mae:6262.72314 [289] validation_0-mae:5687.50439 validation_1-mae:6261.88330 [290] validation_0-mae:5685.48828 validation_1-mae:6260.92920 [291] validation_0-mae:5681.98779 validation_1-mae:6259.86377 [292] validation_0-mae:5680.81201 validation_1-mae:6258.94580 [293] validation_0-mae:5677.99658 validation_1-mae:6257.38623 [294] validation_0-mae:5675.66748 validation_1-mae:6256.76367 [295] validation_0-mae:5673.59961 validation_1-mae:6256.07031 [296] validation_0-mae:5672.67432 validation_1-mae:6255.69336 [297] validation_0-mae:5672.39355 validation_1-mae:6255.93213 [298] validation_0-mae:5670.76025 validation_1-mae:6255.34717 [299] validation_0-mae:5666.49609 validation_1-mae:6252.62353 [300] validation_0-mae:5663.90088 validation_1-mae:6252.01270 [301] validation_0-mae:5661.73242 validation_1-mae:6252.02002 [302] validation_0-mae:5660.14746 validation_1-mae:6251.78662 [303] validation_0-mae:5658.27002 validation_1-mae:6251.79980 [304] validation_0-mae:5654.53857 validation_1-mae:6251.45557 [305] validation_0-mae:5652.11084 validation_1-mae:6251.53662 [306] validation_0-mae:5650.68018 validation_1-mae:6251.37402 [307] validation_0-mae:5648.82031 validation_1-mae:6251.91553 [308] validation_0-mae:5647.25342 validation_1-mae:6251.00635 [309] validation_0-mae:5644.01904 validation_1-mae:6249.80469 [310] validation_0-mae:5643.12207 validation_1-mae:6249.40088 [311] validation_0-mae:5640.83789 validation_1-mae:6248.45898 [312] validation_0-mae:5637.75000 validation_1-mae:6247.54590 [313] validation_0-mae:5634.77734 validation_1-mae:6245.51660 [314] validation_0-mae:5631.51611 validation_1-mae:6244.11865 [315] validation_0-mae:5630.05762 validation_1-mae:6243.97803 [316] validation_0-mae:5625.92529 validation_1-mae:6243.44336 [317] validation_0-mae:5624.61523 validation_1-mae:6242.89111 [318] validation_0-mae:5622.19727 validation_1-mae:6242.55713 [319] validation_0-mae:5617.01904 validation_1-mae:6239.49414 [320] validation_0-mae:5613.09668 validation_1-mae:6237.78174 [321] validation_0-mae:5612.01709 validation_1-mae:6237.47803 [322] validation_0-mae:5611.85547 validation_1-mae:6237.70801 [323] validation_0-mae:5606.91992 validation_1-mae:6235.18066 [324] validation_0-mae:5605.77588 validation_1-mae:6234.49463 [325] validation_0-mae:5605.03955 validation_1-mae:6234.18066 [326] validation_0-mae:5602.93945 validation_1-mae:6233.63818 [327] validation_0-mae:5601.30371 validation_1-mae:6233.03418 [328] validation_0-mae:5600.76953 validation_1-mae:6233.03272 [329] validation_0-mae:5598.59766 validation_1-mae:6231.83057 [330] validation_0-mae:5594.14551 validation_1-mae:6229.99512 [331] validation_0-mae:5590.88672 validation_1-mae:6230.12402 [332] validation_0-mae:5587.76123 validation_1-mae:6228.72559 [333] validation_0-mae:5585.78174 validation_1-mae:6228.38037 [334] validation_0-mae:5583.84228 validation_1-mae:6228.57129 [335] validation_0-mae:5581.17920 validation_1-mae:6226.95557 [336] validation_0-mae:5579.10254 validation_1-mae:6226.12207 [337] validation_0-mae:5578.60840 validation_1-mae:6225.76953 [338] validation_0-mae:5576.51514 validation_1-mae:6225.93945 [339] validation_0-mae:5573.92676 validation_1-mae:6223.40039 [340] validation_0-mae:5571.31787 validation_1-mae:6223.21387 [341] validation_0-mae:5569.11377 validation_1-mae:6223.54980 [342] validation_0-mae:5567.29736 validation_1-mae:6223.58398 [343] validation_0-mae:5566.16064 validation_1-mae:6222.72852 [344] validation_0-mae:5562.20703 validation_1-mae:6221.45459 [345] validation_0-mae:5560.90381 validation_1-mae:6220.83350 [346] validation_0-mae:5558.05908 validation_1-mae:6220.07324 [347] validation_0-mae:5557.83936 validation_1-mae:6220.14990 [348] validation_0-mae:5555.32031 validation_1-mae:6220.22266 [349] validation_0-mae:5552.53027 validation_1-mae:6219.83252 [350] validation_0-mae:5549.46533 validation_1-mae:6219.58545 [351] validation_0-mae:5547.34814 validation_1-mae:6219.30029 [352] validation_0-mae:5545.00342 validation_1-mae:6218.07129 [353] validation_0-mae:5541.62891 validation_1-mae:6216.67578 [354] validation_0-mae:5539.54492 validation_1-mae:6216.32324 [355] validation_0-mae:5537.62256 validation_1-mae:6216.68262 [356] validation_0-mae:5532.91016 validation_1-mae:6214.32666 [357] validation_0-mae:5529.62793 validation_1-mae:6213.98242 [358] validation_0-mae:5528.72754 validation_1-mae:6213.92188 [359] validation_0-mae:5528.14404 validation_1-mae:6213.98584 [360] validation_0-mae:5527.60254 validation_1-mae:6213.99561 [361] validation_0-mae:5527.25586 validation_1-mae:6213.94189 [362] validation_0-mae:5525.41211 validation_1-mae:6212.83154 [363] validation_0-mae:5522.79053 validation_1-mae:6212.01514 [364] validation_0-mae:5519.10938 validation_1-mae:6210.63916 [365] validation_0-mae:5518.01660 validation_1-mae:6210.45508 [366] validation_0-mae:5514.26855 validation_1-mae:6208.82568 [367] validation_0-mae:5512.47852 validation_1-mae:6207.89893 [368] validation_0-mae:5509.76562 validation_1-mae:6207.19385 [369] validation_0-mae:5507.55713 validation_1-mae:6205.79443 [370] validation_0-mae:5505.96728 validation_1-mae:6205.37402 [371] validation_0-mae:5504.86475 validation_1-mae:6205.01367 [372] validation_0-mae:5501.99219 validation_1-mae:6203.81592 [373] validation_0-mae:5501.02002 validation_1-mae:6203.66504 [374] validation_0-mae:5496.93164 validation_1-mae:6203.05713 [375] validation_0-mae:5495.40674 validation_1-mae:6203.13965 [376] validation_0-mae:5493.02246 validation_1-mae:6202.74219 [377] validation_0-mae:5490.26367 validation_1-mae:6202.62647 [378] validation_0-mae:5487.12061 validation_1-mae:6201.20850 [379] validation_0-mae:5481.70215 validation_1-mae:6199.58008 [380] validation_0-mae:5480.19043 validation_1-mae:6199.41064 [381] validation_0-mae:5478.77588 validation_1-mae:6198.89111 [382] validation_0-mae:5477.40137 validation_1-mae:6198.89258 [383] validation_0-mae:5474.57520 validation_1-mae:6197.96875 [384] validation_0-mae:5472.26221 validation_1-mae:6197.54297 [385] validation_0-mae:5469.59717 validation_1-mae:6195.91650 [386] validation_0-mae:5466.41357 validation_1-mae:6194.91992 [387] validation_0-mae:5464.02100 validation_1-mae:6194.53906 [388] validation_0-mae:5462.90332 validation_1-mae:6193.41992 [389] validation_0-mae:5460.00439 validation_1-mae:6192.11865 [390] validation_0-mae:5458.12598 validation_1-mae:6191.97168 [391] validation_0-mae:5456.04834 validation_1-mae:6192.12598 [392] validation_0-mae:5453.75635 validation_1-mae:6191.67725 [393] validation_0-mae:5452.96533 validation_1-mae:6191.06103 [394] validation_0-mae:5447.91016 validation_1-mae:6189.47705 [395] validation_0-mae:5445.83398 validation_1-mae:6188.38916 [396] validation_0-mae:5444.22852 validation_1-mae:6187.63721 [397] validation_0-mae:5443.80664 validation_1-mae:6187.76904 [398] validation_0-mae:5443.30615 validation_1-mae:6187.36475 [399] validation_0-mae:5441.99414 validation_1-mae:6187.27881 [400] validation_0-mae:5440.99365 validation_1-mae:6186.54932 [401] validation_0-mae:5439.57031 validation_1-mae:6185.50293 [402] validation_0-mae:5436.87793 validation_1-mae:6185.40381 [403] validation_0-mae:5435.43701 validation_1-mae:6185.08301 [404] validation_0-mae:5434.79541 validation_1-mae:6185.06934 [405] validation_0-mae:5430.78272 validation_1-mae:6183.02295 [406] validation_0-mae:5428.43799 validation_1-mae:6181.91211 [407] validation_0-mae:5426.76123 validation_1-mae:6181.70557 [408] validation_0-mae:5425.57080 validation_1-mae:6181.24512 [409] validation_0-mae:5423.78809 validation_1-mae:6180.60596 [410] validation_0-mae:5422.84033 validation_1-mae:6180.53613 [411] validation_0-mae:5419.52295 validation_1-mae:6178.81445 [412] validation_0-mae:5416.65430 validation_1-mae:6177.24268 [413] validation_0-mae:5414.29395 validation_1-mae:6175.85449 [414] validation_0-mae:5412.43115 validation_1-mae:6174.49561 [415] validation_0-mae:5411.61670 validation_1-mae:6174.67041 [416] validation_0-mae:5410.07764 validation_1-mae:6174.45361 [417] validation_0-mae:5405.86572 validation_1-mae:6174.20947 [418] validation_0-mae:5404.34766 validation_1-mae:6174.73389 [419] validation_0-mae:5403.26172 validation_1-mae:6174.17383 [420] validation_0-mae:5402.83936 validation_1-mae:6174.01074 [421] validation_0-mae:5402.08643 validation_1-mae:6173.61426 [422] validation_0-mae:5401.69238 validation_1-mae:6173.69971 [423] validation_0-mae:5399.77393 validation_1-mae:6174.50195 [424] validation_0-mae:5397.61914 validation_1-mae:6173.80859 [425] validation_0-mae:5395.31152 validation_1-mae:6173.13477 [426] validation_0-mae:5393.52100 validation_1-mae:6172.56543 [427] validation_0-mae:5391.30762 validation_1-mae:6172.20410 [428] validation_0-mae:5390.29443 validation_1-mae:6172.38330 [429] validation_0-mae:5388.21533 validation_1-mae:6172.35059 [430] validation_0-mae:5384.34814 validation_1-mae:6173.03467 [431] validation_0-mae:5380.87402 validation_1-mae:6171.23389 [432] validation_0-mae:5379.03857 validation_1-mae:6171.04590 [433] validation_0-mae:5377.52637 validation_1-mae:6170.29199 [434] validation_0-mae:5374.04102 validation_1-mae:6168.31445 [435] validation_0-mae:5373.45020 validation_1-mae:6168.41553 [436] validation_0-mae:5372.02100 validation_1-mae:6167.95996 [437] validation_0-mae:5370.29688 validation_1-mae:6167.23291 [438] validation_0-mae:5368.70850 validation_1-mae:6167.40039 [439] validation_0-mae:5367.35645 validation_1-mae:6166.91211 [440] validation_0-mae:5366.87500 validation_1-mae:6166.87402 [441] validation_0-mae:5365.73340 validation_1-mae:6165.85400 [442] validation_0-mae:5364.90820 validation_1-mae:6165.73633 [443] validation_0-mae:5363.64893 validation_1-mae:6165.57959 [444] validation_0-mae:5362.52588 validation_1-mae:6166.36475 [445] validation_0-mae:5358.47168 validation_1-mae:6165.65186 [446] validation_0-mae:5356.47119 validation_1-mae:6165.06103 [447] validation_0-mae:5355.66162 validation_1-mae:6164.93164 [448] validation_0-mae:5354.14502 validation_1-mae:6163.70264 [449] validation_0-mae:5349.67285 validation_1-mae:6161.45801 [450] validation_0-mae:5347.86035 validation_1-mae:6161.26807 [451] validation_0-mae:5345.18164 validation_1-mae:6160.67969 [452] validation_0-mae:5343.33838 validation_1-mae:6159.62305 [453] validation_0-mae:5339.88428 validation_1-mae:6158.32080 [454] validation_0-mae:5336.81982 validation_1-mae:6156.78272 [455] validation_0-mae:5335.08984 validation_1-mae:6156.86816 [456] validation_0-mae:5333.14111 validation_1-mae:6155.96973 [457] validation_0-mae:5331.52393 validation_1-mae:6156.06494 [458] validation_0-mae:5330.82227 validation_1-mae:6155.97559 [459] validation_0-mae:5330.15967 validation_1-mae:6155.92627 [460] validation_0-mae:5329.99219 validation_1-mae:6155.89355 [461] validation_0-mae:5328.69434 validation_1-mae:6156.26758 [462] validation_0-mae:5325.90039 validation_1-mae:6156.36719 [463] validation_0-mae:5323.53613 validation_1-mae:6156.09570 [464] validation_0-mae:5321.48193 validation_1-mae:6155.11670 [465] validation_0-mae:5319.16602 validation_1-mae:6153.82471 [466] validation_0-mae:5317.98096 validation_1-mae:6153.18750 [467] validation_0-mae:5315.75244 validation_1-mae:6152.29590 [468] validation_0-mae:5313.56689 validation_1-mae:6151.43750 [469] validation_0-mae:5311.17578 validation_1-mae:6149.25879 [470] validation_0-mae:5308.93213 validation_1-mae:6149.89551 [471] validation_0-mae:5307.16016 validation_1-mae:6149.95410 [472] validation_0-mae:5306.90332 validation_1-mae:6149.69971 [473] validation_0-mae:5305.31397 validation_1-mae:6149.57666 [474] validation_0-mae:5303.54883 validation_1-mae:6149.79443 [475] validation_0-mae:5302.33887 validation_1-mae:6150.19434 [476] validation_0-mae:5300.88184 validation_1-mae:6149.50098 [477] validation_0-mae:5299.31982 validation_1-mae:6148.71875 [478] validation_0-mae:5297.54102 validation_1-mae:6148.75586 [479] validation_0-mae:5295.63672 validation_1-mae:6148.30811 [480] validation_0-mae:5293.37061 validation_1-mae:6146.99561 [481] validation_0-mae:5291.25000 validation_1-mae:6146.08447 [482] validation_0-mae:5290.19922 validation_1-mae:6145.81543 [483] validation_0-mae:5288.62842 validation_1-mae:6145.60986 [484] validation_0-mae:5285.72119 validation_1-mae:6144.23291 [485] validation_0-mae:5282.58105 validation_1-mae:6143.30078 [486] validation_0-mae:5279.26660 validation_1-mae:6142.14355 [487] validation_0-mae:5275.81494 validation_1-mae:6140.68652 [488] validation_0-mae:5274.52295 validation_1-mae:6140.32666 [489] validation_0-mae:5272.73438 validation_1-mae:6139.21045 [490] validation_0-mae:5270.19531 validation_1-mae:6138.75147 [491] validation_0-mae:5268.59717 validation_1-mae:6137.96094 [492] validation_0-mae:5267.53711 validation_1-mae:6138.03369 [493] validation_0-mae:5267.48975 validation_1-mae:6138.12061 [494] validation_0-mae:5267.34717 validation_1-mae:6138.06299 [495] validation_0-mae:5265.87158 validation_1-mae:6138.00928 [496] validation_0-mae:5264.79346 validation_1-mae:6138.24170 [497] validation_0-mae:5264.26562 validation_1-mae:6138.04102 [498] validation_0-mae:5263.59326 validation_1-mae:6138.05127 [499] validation_0-mae:5262.86572 validation_1-mae:6137.88574 [500] validation_0-mae:5261.78906 validation_1-mae:6137.46631 [501] validation_0-mae:5260.84082 validation_1-mae:6137.66016 [502] validation_0-mae:5259.63379 validation_1-mae:6137.01074 [503] validation_0-mae:5258.10059 validation_1-mae:6137.29688 [504] validation_0-mae:5256.24072 validation_1-mae:6136.47070 [505] validation_0-mae:5255.27197 validation_1-mae:6135.84570 [506] validation_0-mae:5252.60400 validation_1-mae:6135.49219 [507] validation_0-mae:5250.11279 validation_1-mae:6134.84912 [508] validation_0-mae:5248.75781 validation_1-mae:6134.27393 [509] validation_0-mae:5246.89746 validation_1-mae:6133.30420 [510] validation_0-mae:5246.03272 validation_1-mae:6133.00439 [511] validation_0-mae:5244.42822 validation_1-mae:6132.35010 [512] validation_0-mae:5242.75488 validation_1-mae:6130.99414 [513] validation_0-mae:5241.14551 validation_1-mae:6130.43897 [514] validation_0-mae:5238.84131 validation_1-mae:6129.47510 [515] validation_0-mae:5237.41162 validation_1-mae:6129.45557 [516] validation_0-mae:5237.30078 validation_1-mae:6129.51318 [517] validation_0-mae:5236.16943 validation_1-mae:6129.49512 [518] validation_0-mae:5234.49414 validation_1-mae:6129.55078 [519] validation_0-mae:5233.35889 validation_1-mae:6129.16992 [520] validation_0-mae:5231.87305 validation_1-mae:6128.77832 [521] validation_0-mae:5230.46436 validation_1-mae:6128.39795 [522] validation_0-mae:5228.43359 validation_1-mae:6128.10889 [523] validation_0-mae:5228.07129 validation_1-mae:6128.06299 [524] validation_0-mae:5226.75781 validation_1-mae:6127.28857 [525] validation_0-mae:5225.42529 validation_1-mae:6127.00000 [526] validation_0-mae:5224.77197 validation_1-mae:6127.09375 [527] validation_0-mae:5224.03027 validation_1-mae:6127.12012 [528] validation_0-mae:5222.48291 validation_1-mae:6126.99609 [529] validation_0-mae:5221.24316 validation_1-mae:6127.31201 [530] validation_0-mae:5220.38428 validation_1-mae:6127.29395 [531] validation_0-mae:5220.24072 validation_1-mae:6127.21680 [532] validation_0-mae:5217.66357 validation_1-mae:6126.82080 [533] validation_0-mae:5215.41309 validation_1-mae:6126.83594 [534] validation_0-mae:5213.59375 validation_1-mae:6126.28076 [535] validation_0-mae:5212.56006 validation_1-mae:6126.27686 [536] validation_0-mae:5211.70752 validation_1-mae:6126.08203 [537] validation_0-mae:5211.31592 validation_1-mae:6126.09277 [538] validation_0-mae:5210.81641 validation_1-mae:6126.26953 [539] validation_0-mae:5209.14648 validation_1-mae:6126.34228 [540] validation_0-mae:5207.30615 validation_1-mae:6126.17041 [541] validation_0-mae:5205.20117 validation_1-mae:6125.57471 [542] validation_0-mae:5203.21680 validation_1-mae:6124.25732 [543] validation_0-mae:5201.37744 validation_1-mae:6123.59424 [544] validation_0-mae:5200.08447 validation_1-mae:6123.61230 [545] validation_0-mae:5198.43506 validation_1-mae:6123.56006 [546] validation_0-mae:5196.40869 validation_1-mae:6123.54395 [547] validation_0-mae:5195.25537 validation_1-mae:6122.90723 [548] validation_0-mae:5192.37842 validation_1-mae:6122.90820 [549] validation_0-mae:5191.58936 validation_1-mae:6122.55273 [550] validation_0-mae:5189.80029 validation_1-mae:6121.74707 [551] validation_0-mae:5189.65234 validation_1-mae:6121.64355 [552] validation_0-mae:5187.56055 validation_1-mae:6121.15527 [553] validation_0-mae:5186.45605 validation_1-mae:6121.05762 [554] validation_0-mae:5185.65381 validation_1-mae:6121.05615 [555] validation_0-mae:5185.44775 validation_1-mae:6121.15967 [556] validation_0-mae:5184.18311 validation_1-mae:6121.07422 [557] validation_0-mae:5182.61572 validation_1-mae:6120.40137 [558] validation_0-mae:5180.41064 validation_1-mae:6119.44092 [559] validation_0-mae:5179.83008 validation_1-mae:6119.35742 [560] validation_0-mae:5178.52734 validation_1-mae:6118.61279 [561] validation_0-mae:5176.96045 validation_1-mae:6118.76904 [562] validation_0-mae:5175.53027 validation_1-mae:6118.18506 [563] validation_0-mae:5174.84717 validation_1-mae:6117.74170 [564] validation_0-mae:5174.25342 validation_1-mae:6117.84570 [565] validation_0-mae:5172.79932 validation_1-mae:6117.56348 [566] validation_0-mae:5170.50488 validation_1-mae:6116.44775 [567] validation_0-mae:5169.77637 validation_1-mae:6116.25635 [568] validation_0-mae:5166.61621 validation_1-mae:6114.51709 [569] validation_0-mae:5164.54785 validation_1-mae:6114.09473 [570] validation_0-mae:5161.88770 validation_1-mae:6113.24365 [571] validation_0-mae:5161.12891 validation_1-mae:6113.67041 [572] validation_0-mae:5160.45410 validation_1-mae:6113.28272 [573] validation_0-mae:5159.10400 validation_1-mae:6113.19678 [574] validation_0-mae:5156.63477 validation_1-mae:6113.90576 [575] validation_0-mae:5156.29688 validation_1-mae:6113.69287 [576] validation_0-mae:5152.75537 validation_1-mae:6112.51709 [577] validation_0-mae:5148.20264 validation_1-mae:6111.88379 [578] validation_0-mae:5146.43897 validation_1-mae:6111.47022 [579] validation_0-mae:5146.09180 validation_1-mae:6111.70752 [580] validation_0-mae:5145.80469 validation_1-mae:6111.63477 [581] validation_0-mae:5143.35352 validation_1-mae:6111.36963 [582] validation_0-mae:5142.01367 validation_1-mae:6111.77344 [583] validation_0-mae:5141.78467 validation_1-mae:6111.65283 [584] validation_0-mae:5139.22656 validation_1-mae:6110.55078 [585] validation_0-mae:5136.04053 validation_1-mae:6109.54688 [586] validation_0-mae:5133.33691 validation_1-mae:6109.39941 [587] validation_0-mae:5131.44043 validation_1-mae:6107.63184 [588] validation_0-mae:5129.84326 validation_1-mae:6107.09473 [589] validation_0-mae:5128.31787 validation_1-mae:6106.16113 [590] validation_0-mae:5125.69287 validation_1-mae:6105.66895 [591] validation_0-mae:5123.70166 validation_1-mae:6104.27344 [592] validation_0-mae:5121.72949 validation_1-mae:6103.11865 [593] validation_0-mae:5120.74414 validation_1-mae:6103.31494 [594] validation_0-mae:5119.67383 validation_1-mae:6103.15234 [595] validation_0-mae:5117.51660 validation_1-mae:6102.33447 [596] validation_0-mae:5116.29248 validation_1-mae:6101.52637 [597] validation_0-mae:5114.38379 validation_1-mae:6101.84961 [598] validation_0-mae:5112.93066 validation_1-mae:6101.92920 [599] validation_0-mae:5111.34912 validation_1-mae:6101.32666 [600] validation_0-mae:5110.12256 validation_1-mae:6100.94434 [601] validation_0-mae:5109.31299 validation_1-mae:6100.75147 [602] validation_0-mae:5109.02930 validation_1-mae:6100.82471 [603] validation_0-mae:5107.51514 validation_1-mae:6100.74316 [604] validation_0-mae:5106.45215 validation_1-mae:6100.84766 [605] validation_0-mae:5106.07715 validation_1-mae:6101.37207 [606] validation_0-mae:5105.89258 validation_1-mae:6101.19531 [607] validation_0-mae:5104.55420 validation_1-mae:6100.93115 [608] validation_0-mae:5103.51465 validation_1-mae:6100.22217 [609] validation_0-mae:5100.91211 validation_1-mae:6100.28272 [610] validation_0-mae:5099.73047 validation_1-mae:6099.50244 [611] validation_0-mae:5098.83252 validation_1-mae:6099.85059 [612] validation_0-mae:5095.96533 validation_1-mae:6099.68603 [613] validation_0-mae:5093.94971 validation_1-mae:6099.14600 [614] validation_0-mae:5092.73730 validation_1-mae:6098.34326 [615] validation_0-mae:5092.00049 validation_1-mae:6098.26367 [616] validation_0-mae:5090.28174 validation_1-mae:6097.68750 [617] validation_0-mae:5089.22119 validation_1-mae:6097.60205 [618] validation_0-mae:5087.49512 validation_1-mae:6097.17969 [619] validation_0-mae:5085.62842 validation_1-mae:6097.21533 [620] validation_0-mae:5085.42090 validation_1-mae:6097.28467 [621] validation_0-mae:5083.80127 validation_1-mae:6096.95117 [622] validation_0-mae:5081.26465 validation_1-mae:6096.95703 [623] validation_0-mae:5080.32715 validation_1-mae:6096.93701 [624] validation_0-mae:5079.33789 validation_1-mae:6096.74805 [625] validation_0-mae:5077.21338 validation_1-mae:6096.97461 [626] validation_0-mae:5074.83887 validation_1-mae:6096.52246 [627] validation_0-mae:5072.25391 validation_1-mae:6095.65478 [628] validation_0-mae:5071.31738 validation_1-mae:6095.64209 [629] validation_0-mae:5070.48291 validation_1-mae:6096.41113 [630] validation_0-mae:5069.18945 validation_1-mae:6096.09961 [631] validation_0-mae:5068.48682 validation_1-mae:6096.35156 [632] validation_0-mae:5067.95605 validation_1-mae:6096.19189 [633] validation_0-mae:5067.00928 validation_1-mae:6096.25147 [634] validation_0-mae:5066.07715 validation_1-mae:6095.76367 [635] validation_0-mae:5065.99853 validation_1-mae:6095.75537 [636] validation_0-mae:5064.47559 validation_1-mae:6095.77295 [637] validation_0-mae:5061.30713 validation_1-mae:6094.82666 [638] validation_0-mae:5061.03223 validation_1-mae:6095.01709 [639] validation_0-mae:5060.01074 validation_1-mae:6095.17480 [640] validation_0-mae:5056.20264 validation_1-mae:6094.80566 [641] validation_0-mae:5054.67822 validation_1-mae:6094.69531 [642] validation_0-mae:5053.45361 validation_1-mae:6094.62012 [643] validation_0-mae:5052.21777 validation_1-mae:6094.45459 [644] validation_0-mae:5050.51074 validation_1-mae:6093.75635 [645] validation_0-mae:5048.46973 validation_1-mae:6092.58447 [646] validation_0-mae:5047.57471 validation_1-mae:6092.83887 [647] validation_0-mae:5046.62891 validation_1-mae:6092.25977 [648] validation_0-mae:5046.09619 validation_1-mae:6092.24268 [649] validation_0-mae:5045.71143 validation_1-mae:6092.18701 [650] validation_0-mae:5044.50635 validation_1-mae:6091.86523 [651] validation_0-mae:5044.22656 validation_1-mae:6091.75049 [652] validation_0-mae:5043.28125 validation_1-mae:6091.28564 [653] validation_0-mae:5042.35791 validation_1-mae:6091.30371 [654] validation_0-mae:5040.41504 validation_1-mae:6091.05664 [655] validation_0-mae:5037.12158 validation_1-mae:6090.65967 [656] validation_0-mae:5033.62842 validation_1-mae:6088.93945 [657] validation_0-mae:5032.60156 validation_1-mae:6089.37207 [658] validation_0-mae:5031.47803 validation_1-mae:6088.91162 [659] validation_0-mae:5030.22022 validation_1-mae:6088.43897 [660] validation_0-mae:5027.97998 validation_1-mae:6088.00928 [661] validation_0-mae:5027.16846 validation_1-mae:6088.02002 [662] validation_0-mae:5026.50000 validation_1-mae:6087.27490 [663] validation_0-mae:5024.60303 validation_1-mae:6086.32227 [664] validation_0-mae:5023.25830 validation_1-mae:6086.20508 [665] validation_0-mae:5021.52002 validation_1-mae:6084.81299 [666] validation_0-mae:5021.44531 validation_1-mae:6084.76465 [667] validation_0-mae:5020.19189 validation_1-mae:6084.77393 [668] validation_0-mae:5019.38232 validation_1-mae:6084.61621 [669] validation_0-mae:5018.14404 validation_1-mae:6083.75244 [670] validation_0-mae:5016.12842 validation_1-mae:6083.55127 [671] validation_0-mae:5015.07520 validation_1-mae:6083.42285 [672] validation_0-mae:5014.17090 validation_1-mae:6082.94531 [673] validation_0-mae:5012.07471 validation_1-mae:6083.97607 [674] validation_0-mae:5008.81494 validation_1-mae:6083.06055 [675] validation_0-mae:5007.54443 validation_1-mae:6082.61865 [676] validation_0-mae:5005.70508 validation_1-mae:6081.85352 [677] validation_0-mae:5003.61133 validation_1-mae:6081.03613 [678] validation_0-mae:5002.31934 validation_1-mae:6080.76465 [679] validation_0-mae:5000.86719 validation_1-mae:6080.41309 [680] validation_0-mae:4999.09863 validation_1-mae:6079.95312 [681] validation_0-mae:4998.54004 validation_1-mae:6079.85547 [682] validation_0-mae:4997.51611 validation_1-mae:6079.94043 [683] validation_0-mae:4996.38818 validation_1-mae:6079.85840 [684] validation_0-mae:4995.35107 validation_1-mae:6079.69385 [685] validation_0-mae:4994.39600 validation_1-mae:6079.40772 [686] validation_0-mae:4993.19580 validation_1-mae:6079.57910 [687] validation_0-mae:4991.49463 validation_1-mae:6078.81982 [688] validation_0-mae:4990.33887 validation_1-mae:6079.42041 [689] validation_0-mae:4989.34473 validation_1-mae:6078.76074 [690] validation_0-mae:4988.99853 validation_1-mae:6078.87012 [691] validation_0-mae:4987.48389 validation_1-mae:6078.05615 [692] validation_0-mae:4986.91016 validation_1-mae:6078.14941 [693] validation_0-mae:4985.81299 validation_1-mae:6078.92334 [694] validation_0-mae:4984.32812 validation_1-mae:6078.67383 [695] validation_0-mae:4981.76514 validation_1-mae:6077.21484 [696] validation_0-mae:4980.70654 validation_1-mae:6077.43652 [697] validation_0-mae:4979.54004 validation_1-mae:6076.96728 [698] validation_0-mae:4978.23096 validation_1-mae:6077.56885 [699] validation_0-mae:4977.07764 validation_1-mae:6077.74805 [700] validation_0-mae:4976.61035 validation_1-mae:6077.73340 [701] validation_0-mae:4975.28027 validation_1-mae:6076.93018 [702] validation_0-mae:4972.39160 validation_1-mae:6076.90430 [703] validation_0-mae:4971.53516 validation_1-mae:6077.15088 [704] validation_0-mae:4969.41699 validation_1-mae:6077.80371 [705] validation_0-mae:4967.04736 validation_1-mae:6077.35596 [706] validation_0-mae:4965.04492 validation_1-mae:6077.17627 [707] validation_0-mae:4963.98193 validation_1-mae:6076.86426 [708] validation_0-mae:4963.12891 validation_1-mae:6076.98535 [709] validation_0-mae:4961.20020 validation_1-mae:6075.92285 [710] validation_0-mae:4959.93897 validation_1-mae:6076.38623 [711] validation_0-mae:4958.95996 validation_1-mae:6075.92480 [712] validation_0-mae:4958.70361 validation_1-mae:6075.98438 [713] validation_0-mae:4957.39209 validation_1-mae:6076.16895 [714] validation_0-mae:4956.20361 validation_1-mae:6075.83887 [715] validation_0-mae:4955.09277 validation_1-mae:6076.68799 [716] validation_0-mae:4953.84522 validation_1-mae:6076.72754 [717] validation_0-mae:4952.71728 validation_1-mae:6076.00928 [718] validation_0-mae:4952.10596 validation_1-mae:6075.73828 [719] validation_0-mae:4951.31592 validation_1-mae:6075.74951 [720] validation_0-mae:4950.01660 validation_1-mae:6075.69678 [721] validation_0-mae:4949.12549 validation_1-mae:6075.40674 [722] validation_0-mae:4948.46289 validation_1-mae:6075.18066 [723] validation_0-mae:4946.47461 validation_1-mae:6074.83301 [724] validation_0-mae:4945.07324 validation_1-mae:6074.77539 [725] validation_0-mae:4942.91064 validation_1-mae:6074.89160 [726] validation_0-mae:4941.90869 validation_1-mae:6074.70215 [727] validation_0-mae:4940.81445 validation_1-mae:6074.66699 [728] validation_0-mae:4940.63477 validation_1-mae:6074.61377 [729] validation_0-mae:4940.41748 validation_1-mae:6074.67969 [730] validation_0-mae:4938.88965 validation_1-mae:6073.88818 [731] validation_0-mae:4938.19189 validation_1-mae:6073.85742 [732] validation_0-mae:4937.22217 validation_1-mae:6073.97266 [733] validation_0-mae:4935.74219 validation_1-mae:6073.24365 [734] validation_0-mae:4935.61035 validation_1-mae:6073.17920 [735] validation_0-mae:4932.93213 validation_1-mae:6072.51709 [736] validation_0-mae:4932.12353 validation_1-mae:6072.27686 [737] validation_0-mae:4931.37061 validation_1-mae:6072.30713 [738] validation_0-mae:4930.00000 validation_1-mae:6071.39551 [739] validation_0-mae:4929.18603 validation_1-mae:6071.05176 [740] validation_0-mae:4928.33252 validation_1-mae:6071.32812 [741] validation_0-mae:4927.93652 validation_1-mae:6071.30518 [742] validation_0-mae:4926.44629 validation_1-mae:6071.50342 [743] validation_0-mae:4925.17090 validation_1-mae:6072.81152 [744] validation_0-mae:4923.86670 validation_1-mae:6072.52539 [745] validation_0-mae:4923.75000 validation_1-mae:6072.49805 [746] validation_0-mae:4922.19434 validation_1-mae:6071.90186 [747] validation_0-mae:4920.41064 validation_1-mae:6071.83105 [748] validation_0-mae:4920.23340 validation_1-mae:6071.95605 [749] validation_0-mae:4919.18262 validation_1-mae:6071.37695 [750] validation_0-mae:4918.02490 validation_1-mae:6071.44922 [751] validation_0-mae:4915.99853 validation_1-mae:6070.71924 [752] validation_0-mae:4914.92090 validation_1-mae:6070.52832 [753] validation_0-mae:4913.66846 validation_1-mae:6071.12305 [754] validation_0-mae:4912.49023 validation_1-mae:6071.23340 [755] validation_0-mae:4910.72070 validation_1-mae:6070.64404 [756] validation_0-mae:4909.56934 validation_1-mae:6070.79834 [757] validation_0-mae:4906.26367 validation_1-mae:6069.77197 [758] validation_0-mae:4904.64551 validation_1-mae:6069.20801 [759] validation_0-mae:4902.76172 validation_1-mae:6069.72461 [760] validation_0-mae:4900.94824 validation_1-mae:6069.84277 [761] validation_0-mae:4899.17627 validation_1-mae:6069.24756 [762] validation_0-mae:4896.59228 validation_1-mae:6068.35596 [763] validation_0-mae:4894.63428 validation_1-mae:6068.42627 [764] validation_0-mae:4892.95410 validation_1-mae:6068.62500 [765] validation_0-mae:4891.59375 validation_1-mae:6068.32080 [766] validation_0-mae:4891.17480 validation_1-mae:6068.04395 [767] validation_0-mae:4889.53662 validation_1-mae:6067.90576 [768] validation_0-mae:4888.31397 validation_1-mae:6067.46826 [769] validation_0-mae:4888.14990 validation_1-mae:6067.58643 [770] validation_0-mae:4887.89648 validation_1-mae:6067.44434 [771] validation_0-mae:4887.75879 validation_1-mae:6067.45947 [772] validation_0-mae:4886.98877 validation_1-mae:6067.58203 [773] validation_0-mae:4886.38867 validation_1-mae:6067.46728 [774] validation_0-mae:4885.77930 validation_1-mae:6067.25635 [775] validation_0-mae:4885.07520 validation_1-mae:6066.91504 [776] validation_0-mae:4882.98584 validation_1-mae:6066.95947 [777] validation_0-mae:4880.80566 validation_1-mae:6065.88086 [778] validation_0-mae:4879.68164 validation_1-mae:6066.17383 [779] validation_0-mae:4878.64111 validation_1-mae:6065.88574 [780] validation_0-mae:4876.75000 validation_1-mae:6065.31006 [781] validation_0-mae:4874.86279 validation_1-mae:6064.89404 [782] validation_0-mae:4874.00342 validation_1-mae:6064.19580 [783] validation_0-mae:4873.35986 validation_1-mae:6063.96338 [784] validation_0-mae:4872.19336 validation_1-mae:6063.39404 [785] validation_0-mae:4870.57471 validation_1-mae:6063.66260 [786] validation_0-mae:4870.21436 validation_1-mae:6063.68457 [787] validation_0-mae:4869.56006 validation_1-mae:6063.34619 [788] validation_0-mae:4868.88770 validation_1-mae:6062.97754 [789] validation_0-mae:4867.15674 validation_1-mae:6063.28223 [790] validation_0-mae:4865.08545 validation_1-mae:6062.96680 [791] validation_0-mae:4864.09082 validation_1-mae:6063.09814 [792] validation_0-mae:4863.26221 validation_1-mae:6063.04395 [793] validation_0-mae:4862.73535 validation_1-mae:6062.76562 [794] validation_0-mae:4862.21680 validation_1-mae:6062.64258 [795] validation_0-mae:4861.76807 validation_1-mae:6062.37353 [796] validation_0-mae:4861.41064 validation_1-mae:6062.27930 [797] validation_0-mae:4859.49219 validation_1-mae:6061.62207 [798] validation_0-mae:4858.95166 validation_1-mae:6061.39160 [799] validation_0-mae:4857.69727 validation_1-mae:6061.05957 [800] validation_0-mae:4856.43897 validation_1-mae:6060.56397 [801] validation_0-mae:4854.60303 validation_1-mae:6059.74072 [802] validation_0-mae:4853.53174 validation_1-mae:6060.39062 [803] validation_0-mae:4852.15576 validation_1-mae:6059.82227 [804] validation_0-mae:4850.90772 validation_1-mae:6059.79150 [805] validation_0-mae:4849.52295 validation_1-mae:6058.58594 [806] validation_0-mae:4847.47363 validation_1-mae:6058.12891 [807] validation_0-mae:4844.66504 validation_1-mae:6056.82520 [808] validation_0-mae:4842.82764 validation_1-mae:6056.63477 [809] validation_0-mae:4841.72363 validation_1-mae:6056.77930 [810] validation_0-mae:4838.78272 validation_1-mae:6056.01758 [811] validation_0-mae:4836.71924 validation_1-mae:6057.14893 [812] validation_0-mae:4834.87500 validation_1-mae:6056.84668 [813] validation_0-mae:4832.55762 validation_1-mae:6055.93066 [814] validation_0-mae:4830.17871 validation_1-mae:6054.91943 [815] validation_0-mae:4827.00586 validation_1-mae:6053.82568 [816] validation_0-mae:4825.18262 validation_1-mae:6053.15381 [817] validation_0-mae:4824.21533 validation_1-mae:6053.43701 [818] validation_0-mae:4822.98633 validation_1-mae:6053.35938 [819] validation_0-mae:4821.06348 validation_1-mae:6052.69385 [820] validation_0-mae:4820.27588 validation_1-mae:6052.84668 [821] validation_0-mae:4819.48486 validation_1-mae:6052.74463 [822] validation_0-mae:4817.20020 validation_1-mae:6052.10449 [823] validation_0-mae:4815.59082 validation_1-mae:6051.77441 [824] validation_0-mae:4813.19580 validation_1-mae:6050.45605 [825] validation_0-mae:4811.97754 validation_1-mae:6049.92676 [826] validation_0-mae:4811.01758 validation_1-mae:6049.69385 [827] validation_0-mae:4809.85498 validation_1-mae:6048.71631 [828] validation_0-mae:4808.30322 validation_1-mae:6048.21387 [829] validation_0-mae:4806.80811 validation_1-mae:6047.82568 [830] validation_0-mae:4805.92676 validation_1-mae:6047.87012 [831] validation_0-mae:4805.60791 validation_1-mae:6047.86279 [832] validation_0-mae:4805.07080 validation_1-mae:6047.52490 [833] validation_0-mae:4804.36572 validation_1-mae:6047.67139 [834] validation_0-mae:4803.53223 validation_1-mae:6047.93408 [835] validation_0-mae:4802.21143 validation_1-mae:6048.18652 [836] validation_0-mae:4801.49365 validation_1-mae:6048.87305 [837] validation_0-mae:4799.46533 validation_1-mae:6048.63867 [838] validation_0-mae:4797.74219 validation_1-mae:6048.98682 [839] validation_0-mae:4796.64648 validation_1-mae:6048.25195 [840] validation_0-mae:4795.92236 validation_1-mae:6048.35645 [841] validation_0-mae:4795.03809 validation_1-mae:6048.06982 [842] validation_0-mae:4794.59033 validation_1-mae:6047.94141 [843] validation_0-mae:4793.70996 validation_1-mae:6047.70410 [844] validation_0-mae:4793.60938 validation_1-mae:6047.77734 [845] validation_0-mae:4792.54639 validation_1-mae:6047.58105 [846] validation_0-mae:4790.66553 validation_1-mae:6047.06641 [847] validation_0-mae:4789.71387 validation_1-mae:6046.53174 [848] validation_0-mae:4788.78564 validation_1-mae:6046.04395 [849] validation_0-mae:4787.33398 validation_1-mae:6046.88623 [850] validation_0-mae:4785.88916 validation_1-mae:6045.93945 [851] validation_0-mae:4784.30811 validation_1-mae:6045.51416 [852] validation_0-mae:4782.91943 validation_1-mae:6045.20898 [853] validation_0-mae:4781.60303 validation_1-mae:6045.05273 [854] validation_0-mae:4781.00635 validation_1-mae:6044.66064 [855] validation_0-mae:4779.91357 validation_1-mae:6043.92041 [856] validation_0-mae:4778.37109 validation_1-mae:6043.72754 [857] validation_0-mae:4777.10986 validation_1-mae:6043.58691 [858] validation_0-mae:4774.28613 validation_1-mae:6043.22656 [859] validation_0-mae:4772.42969 validation_1-mae:6043.53711 [860] validation_0-mae:4771.39502 validation_1-mae:6043.61816 [861] validation_0-mae:4770.83545 validation_1-mae:6043.73730 [862] validation_0-mae:4769.59522 validation_1-mae:6043.90283 [863] validation_0-mae:4768.88184 validation_1-mae:6044.06592 [864] validation_0-mae:4767.01123 validation_1-mae:6044.06250 [865] validation_0-mae:4766.59228 validation_1-mae:6043.86035 [866] validation_0-mae:4764.35303 validation_1-mae:6043.00732 [867] validation_0-mae:4763.16602 validation_1-mae:6043.03369 [868] validation_0-mae:4763.09473 validation_1-mae:6043.15234 [869] validation_0-mae:4762.98193 validation_1-mae:6043.10352 [870] validation_0-mae:4761.62256 validation_1-mae:6042.76172 [871] validation_0-mae:4759.54785 validation_1-mae:6042.70459 [872] validation_0-mae:4758.05713 validation_1-mae:6042.52295 [873] validation_0-mae:4757.01807 validation_1-mae:6042.55566 [874] validation_0-mae:4756.24512 validation_1-mae:6042.26318 [875] validation_0-mae:4755.29639 validation_1-mae:6041.44189 [876] validation_0-mae:4754.35205 validation_1-mae:6041.74316 [877] validation_0-mae:4753.55225 validation_1-mae:6041.52490 [878] validation_0-mae:4751.77246 validation_1-mae:6040.65283 [879] validation_0-mae:4750.62793 validation_1-mae:6041.04688 [880] validation_0-mae:4750.00732 validation_1-mae:6040.92236 [881] validation_0-mae:4747.18555 validation_1-mae:6039.83984 [882] validation_0-mae:4746.09912 validation_1-mae:6039.85645 [883] validation_0-mae:4745.23438 validation_1-mae:6040.06934 [884] validation_0-mae:4742.51025 validation_1-mae:6039.55322 [885] validation_0-mae:4740.95605 validation_1-mae:6039.47314 [886] validation_0-mae:4740.44727 validation_1-mae:6039.47754 [887] validation_0-mae:4738.27295 validation_1-mae:6039.47705 [888] validation_0-mae:4736.57666 validation_1-mae:6039.39648 [889] validation_0-mae:4735.17871 validation_1-mae:6039.60254 [890] validation_0-mae:4734.54395 validation_1-mae:6039.74463 [891] validation_0-mae:4734.32373 validation_1-mae:6039.70654 [892] validation_0-mae:4733.60596 validation_1-mae:6039.53857 [893] validation_0-mae:4732.62647 validation_1-mae:6040.28027 [894] validation_0-mae:4732.01270 validation_1-mae:6040.19434 [895] validation_0-mae:4730.13770 validation_1-mae:6040.06348 [896] validation_0-mae:4729.52930 validation_1-mae:6040.09766 [897] validation_0-mae:4728.29980 validation_1-mae:6039.81445 [898] validation_0-mae:4725.90381 validation_1-mae:6039.91211 [899] validation_0-mae:4725.10840 validation_1-mae:6039.76367 [900] validation_0-mae:4724.19189 validation_1-mae:6040.00684 [901] validation_0-mae:4723.12988 validation_1-mae:6039.29590 [902] validation_0-mae:4721.64746 validation_1-mae:6039.41846 [903] validation_0-mae:4720.74170 validation_1-mae:6039.82617 [904] validation_0-mae:4719.27100 validation_1-mae:6039.68848 [905] validation_0-mae:4718.69580 validation_1-mae:6039.32617 [906] validation_0-mae:4718.07080 validation_1-mae:6039.34131 [907] validation_0-mae:4717.99316 validation_1-mae:6039.35010 [908] validation_0-mae:4715.35645 validation_1-mae:6039.09668 [909] validation_0-mae:4714.29688 validation_1-mae:6038.56592 [910] validation_0-mae:4712.56641 validation_1-mae:6037.80371 [911] validation_0-mae:4708.79834 validation_1-mae:6036.50391 [912] validation_0-mae:4706.31055 validation_1-mae:6036.46777 [913] validation_0-mae:4705.69043 validation_1-mae:6036.30078 [914] validation_0-mae:4703.80957 validation_1-mae:6036.43359 [915] validation_0-mae:4701.54150 validation_1-mae:6035.41846 [916] validation_0-mae:4699.72852 validation_1-mae:6034.79590 [917] validation_0-mae:4698.73145 validation_1-mae:6034.63379 [918] validation_0-mae:4697.66846 validation_1-mae:6034.47217 [919] validation_0-mae:4697.13867 validation_1-mae:6034.89502 [920] validation_0-mae:4696.99023 validation_1-mae:6035.10156 [921] validation_0-mae:4696.05029 validation_1-mae:6035.06055 [922] validation_0-mae:4694.49805 validation_1-mae:6035.40088 [923] validation_0-mae:4692.81885 validation_1-mae:6034.53418 [924] validation_0-mae:4691.92822 validation_1-mae:6034.29834 [925] validation_0-mae:4688.66162 validation_1-mae:6033.30322 [926] validation_0-mae:4686.39502 validation_1-mae:6033.05664 [927] validation_0-mae:4684.46875 validation_1-mae:6032.45605 [928] validation_0-mae:4683.69629 validation_1-mae:6032.35986 [929] validation_0-mae:4682.66260 validation_1-mae:6032.25635 [930] validation_0-mae:4680.74658 validation_1-mae:6031.93408 [931] validation_0-mae:4679.53516 validation_1-mae:6031.87402 [932] validation_0-mae:4678.30957 validation_1-mae:6032.02100 [933] validation_0-mae:4676.53272 validation_1-mae:6032.20166 [934] validation_0-mae:4674.96484 validation_1-mae:6031.03955 [935] validation_0-mae:4673.88135 validation_1-mae:6031.66455 [936] validation_0-mae:4673.39697 validation_1-mae:6031.82617 [937] validation_0-mae:4673.18408 validation_1-mae:6031.80957 [938] validation_0-mae:4671.65967 validation_1-mae:6031.25977 [939] validation_0-mae:4670.16943 validation_1-mae:6030.68994 [940] validation_0-mae:4668.39990 validation_1-mae:6029.89502 [941] validation_0-mae:4666.36865 validation_1-mae:6029.47412 [942] validation_0-mae:4665.64941 validation_1-mae:6029.60059 [943] validation_0-mae:4664.01074 validation_1-mae:6029.08691 [944] validation_0-mae:4662.72510 validation_1-mae:6029.35693 [945] validation_0-mae:4662.10107 validation_1-mae:6029.62207 [946] validation_0-mae:4660.33447 validation_1-mae:6028.67871 [947] validation_0-mae:4660.08350 validation_1-mae:6028.62012 [948] validation_0-mae:4658.64746 validation_1-mae:6028.34082 [949] validation_0-mae:4657.80615 validation_1-mae:6028.48535 [950] validation_0-mae:4656.90527 validation_1-mae:6028.49805 [951] validation_0-mae:4656.67139 validation_1-mae:6028.56006 [952] validation_0-mae:4656.23779 validation_1-mae:6028.54395 [953] validation_0-mae:4654.93994 validation_1-mae:6028.08057 [954] validation_0-mae:4653.00928 validation_1-mae:6027.53125 [955] validation_0-mae:4652.49756 validation_1-mae:6027.56982 [956] validation_0-mae:4652.12305 validation_1-mae:6027.25879 [957] validation_0-mae:4650.96533 validation_1-mae:6027.07715 [958] validation_0-mae:4648.81885 validation_1-mae:6027.20068 [959] validation_0-mae:4647.63135 validation_1-mae:6026.93066 [960] validation_0-mae:4646.85254 validation_1-mae:6026.97852 [961] validation_0-mae:4645.24170 validation_1-mae:6026.85205 [962] validation_0-mae:4644.27344 validation_1-mae:6026.97412 [963] validation_0-mae:4643.35596 validation_1-mae:6026.68408 [964] validation_0-mae:4643.18701 validation_1-mae:6026.94189 [965] validation_0-mae:4641.97168 validation_1-mae:6026.90186 [966] validation_0-mae:4640.46094 validation_1-mae:6026.92773 [967] validation_0-mae:4638.92725 validation_1-mae:6026.87842 [968] validation_0-mae:4637.59863 validation_1-mae:6026.57227 [969] validation_0-mae:4635.43994 validation_1-mae:6026.08887 [970] validation_0-mae:4634.42139 validation_1-mae:6026.19922 [971] validation_0-mae:4632.20557 validation_1-mae:6026.08789 [972] validation_0-mae:4630.99707 validation_1-mae:6025.98779 [973] validation_0-mae:4630.91455 validation_1-mae:6025.69922 [974] validation_0-mae:4629.80615 validation_1-mae:6025.77588 [975] validation_0-mae:4629.58691 validation_1-mae:6025.65478 [976] validation_0-mae:4628.92139 validation_1-mae:6025.81641 [977] validation_0-mae:4628.28272 validation_1-mae:6025.78857 [978] validation_0-mae:4628.17285 validation_1-mae:6025.84473 [979] validation_0-mae:4627.36328 validation_1-mae:6025.95850 [980] validation_0-mae:4627.05029 validation_1-mae:6025.98926 [981] validation_0-mae:4626.08252 validation_1-mae:6026.19092 [982] validation_0-mae:4625.82471 validation_1-mae:6026.11279 [983] validation_0-mae:4625.76611 validation_1-mae:6026.10107 [984] validation_0-mae:4624.01172 validation_1-mae:6025.94971 [985] validation_0-mae:4623.08105 validation_1-mae:6025.75342 [986] validation_0-mae:4622.04883 validation_1-mae:6025.83252 [987] validation_0-mae:4621.18311 validation_1-mae:6025.89844 [988] validation_0-mae:4620.24805 validation_1-mae:6025.96826 [989] validation_0-mae:4618.25293 validation_1-mae:6026.26660 [990] validation_0-mae:4617.64746 validation_1-mae:6026.33789 [991] validation_0-mae:4616.92725 validation_1-mae:6026.33252 [992] validation_0-mae:4615.68164 validation_1-mae:6026.21191 [993] validation_0-mae:4614.60693 validation_1-mae:6025.42480 [994] validation_0-mae:4613.11279 validation_1-mae:6025.27783 [995] validation_0-mae:4612.36328 validation_1-mae:6025.37256 [996] validation_0-mae:4611.62647 validation_1-mae:6025.12598 [997] validation_0-mae:4610.14795 validation_1-mae:6025.12158 [998] validation_0-mae:4608.82275 validation_1-mae:6025.55859 [999] validation_0-mae:4606.67139 validation_1-mae:6025.46484 [1000] validation_0-mae:4605.47949 validation_1-mae:6025.29199 [1001] validation_0-mae:4604.49561 validation_1-mae:6025.33740 [1002] validation_0-mae:4603.26807 validation_1-mae:6025.10254 [1003] validation_0-mae:4602.82373 validation_1-mae:6025.20459 [1004] validation_0-mae:4602.41650 validation_1-mae:6025.41309 [1005] validation_0-mae:4601.34228 validation_1-mae:6024.91455 [1006] validation_0-mae:4600.49316 validation_1-mae:6025.00391 [1007] validation_0-mae:4599.17090 validation_1-mae:6024.63525 [1008] validation_0-mae:4598.52783 validation_1-mae:6024.40137 [1009] validation_0-mae:4597.45898 validation_1-mae:6024.56055 [1010] validation_0-mae:4596.91602 validation_1-mae:6024.58350 [1011] validation_0-mae:4595.97168 validation_1-mae:6024.23877 [1012] validation_0-mae:4595.05078 validation_1-mae:6023.72510 [1013] validation_0-mae:4594.28662 validation_1-mae:6023.74219 [1014] validation_0-mae:4593.12744 validation_1-mae:6023.47217 [1015] validation_0-mae:4592.61768 validation_1-mae:6023.26221 [1016] validation_0-mae:4591.87353 validation_1-mae:6023.23828 [1017] validation_0-mae:4590.38379 validation_1-mae:6022.86426 [1018] validation_0-mae:4589.51465 validation_1-mae:6022.57812 [1019] validation_0-mae:4588.68701 validation_1-mae:6022.66357 [1020] validation_0-mae:4588.51367 validation_1-mae:6022.59912 [1021] validation_0-mae:4588.43262 validation_1-mae:6022.64697 [1022] validation_0-mae:4588.06787 validation_1-mae:6022.67334 [1023] validation_0-mae:4587.26904 validation_1-mae:6022.56982 [1024] validation_0-mae:4586.28516 validation_1-mae:6022.68701 [1025] validation_0-mae:4585.75488 validation_1-mae:6022.67871 [1026] validation_0-mae:4584.49561 validation_1-mae:6023.27100 [1027] validation_0-mae:4583.17041 validation_1-mae:6023.47852 [1028] validation_0-mae:4582.32422 validation_1-mae:6023.24365 [1029] validation_0-mae:4581.62305 validation_1-mae:6022.99561 [1030] validation_0-mae:4580.10205 validation_1-mae:6023.19531 [1031] validation_0-mae:4578.95557 validation_1-mae:6022.91162 [1032] validation_0-mae:4578.19971 validation_1-mae:6022.36816 [1033] validation_0-mae:4576.58740 validation_1-mae:6021.90918 [1034] validation_0-mae:4575.76318 validation_1-mae:6021.78174 [1035] validation_0-mae:4574.12207 validation_1-mae:6021.85059 [1036] validation_0-mae:4573.33447 validation_1-mae:6022.03076 [1037] validation_0-mae:4572.06299 validation_1-mae:6022.21582 [1038] validation_0-mae:4570.83154 validation_1-mae:6021.90430 [1039] validation_0-mae:4570.46387 validation_1-mae:6021.94922 [1040] validation_0-mae:4570.25391 validation_1-mae:6021.94824 [1041] validation_0-mae:4569.52539 validation_1-mae:6021.95166 [1042] validation_0-mae:4568.48682 validation_1-mae:6022.31201 [1043] validation_0-mae:4567.57910 validation_1-mae:6021.85840 [1044] validation_0-mae:4566.46875 validation_1-mae:6021.99561 [1045] validation_0-mae:4565.59717 validation_1-mae:6021.63037 [1046] validation_0-mae:4564.54834 validation_1-mae:6022.32129 [1047] validation_0-mae:4564.00293 validation_1-mae:6022.43457 [1048] validation_0-mae:4563.59033 validation_1-mae:6022.46289 [1049] validation_0-mae:4562.91162 validation_1-mae:6022.28369 [1050] validation_0-mae:4561.74658 validation_1-mae:6022.49463 [1051] validation_0-mae:4560.09326 validation_1-mae:6022.10352 [1052] validation_0-mae:4558.84033 validation_1-mae:6022.52002 [1053] validation_0-mae:4558.04736 validation_1-mae:6022.04736 [1054] validation_0-mae:4557.52344 validation_1-mae:6021.78418 [1055] validation_0-mae:4556.97412 validation_1-mae:6022.04150 [1056] validation_0-mae:4556.68848 validation_1-mae:6022.05371 [1057] validation_0-mae:4556.04736 validation_1-mae:6021.99121 [1058] validation_0-mae:4555.56787 validation_1-mae:6021.95654 [1059] validation_0-mae:4554.72705 validation_1-mae:6021.98242 [1060] validation_0-mae:4552.54199 validation_1-mae:6021.33740 [1061] validation_0-mae:4551.07812 validation_1-mae:6021.29150 [1062] validation_0-mae:4550.62353 validation_1-mae:6021.14160 [1063] validation_0-mae:4549.63721 validation_1-mae:6020.80029 [1064] validation_0-mae:4549.32568 validation_1-mae:6021.09277 [1065] validation_0-mae:4549.20166 validation_1-mae:6021.05469 [1066] validation_0-mae:4548.54980 validation_1-mae:6020.68018 [1067] validation_0-mae:4547.67432 validation_1-mae:6020.48389 [1068] validation_0-mae:4546.58398 validation_1-mae:6020.82324 [1069] validation_0-mae:4546.35742 validation_1-mae:6021.02881 [1070] validation_0-mae:4545.83301 validation_1-mae:6021.01709 [1071] validation_0-mae:4545.53418 validation_1-mae:6021.03125 [1072] validation_0-mae:4544.76709 validation_1-mae:6020.97022 [1073] validation_0-mae:4543.18994 validation_1-mae:6020.66943 [1074] validation_0-mae:4542.33154 validation_1-mae:6020.50049 [1075] validation_0-mae:4541.21240 validation_1-mae:6020.23779 [1076] validation_0-mae:4540.51660 validation_1-mae:6019.80664 [1077] validation_0-mae:4538.95605 validation_1-mae:6019.11475 [1078] validation_0-mae:4537.58984 validation_1-mae:6019.35840 [1079] validation_0-mae:4535.80029 validation_1-mae:6019.29248 [1080] validation_0-mae:4535.48975 validation_1-mae:6019.29834 [1081] validation_0-mae:4534.51416 validation_1-mae:6019.31055 [1082] validation_0-mae:4532.56494 validation_1-mae:6018.63525 [1083] validation_0-mae:4530.30762 validation_1-mae:6018.45410 [1084] validation_0-mae:4528.88135 validation_1-mae:6018.13477 [1085] validation_0-mae:4527.27441 validation_1-mae:6018.62012 [1086] validation_0-mae:4525.63525 validation_1-mae:6018.17871 [1087] validation_0-mae:4523.33838 validation_1-mae:6017.96143 [1088] validation_0-mae:4521.93457 validation_1-mae:6018.45410 [1089] validation_0-mae:4520.41699 validation_1-mae:6017.75635 [1090] validation_0-mae:4518.74609 validation_1-mae:6017.35645 [1091] validation_0-mae:4517.43408 validation_1-mae:6016.80225 [1092] validation_0-mae:4515.75488 validation_1-mae:6015.92432 [1093] validation_0-mae:4514.75684 validation_1-mae:6016.21777 [1094] validation_0-mae:4513.11377 validation_1-mae:6016.80908 [1095] validation_0-mae:4511.80469 validation_1-mae:6017.06494 [1096] validation_0-mae:4510.60547 validation_1-mae:6016.80127 [1097] validation_0-mae:4509.29883 validation_1-mae:6017.63916 [1098] validation_0-mae:4507.61816 validation_1-mae:6017.39746 [1099] validation_0-mae:4506.70801 validation_1-mae:6017.38721 [1100] validation_0-mae:4505.15674 validation_1-mae:6016.42432 [1101] validation_0-mae:4503.93555 validation_1-mae:6016.05029 [1102] validation_0-mae:4502.78076 validation_1-mae:6015.93115 [1103] validation_0-mae:4501.80371 validation_1-mae:6016.02051 [1104] validation_0-mae:4501.02978 validation_1-mae:6015.83447 [1105] validation_0-mae:4500.18555 validation_1-mae:6015.53467 [1106] validation_0-mae:4498.48291 validation_1-mae:6014.49902 [1107] validation_0-mae:4497.65674 validation_1-mae:6014.48193 [1108] validation_0-mae:4496.50342 validation_1-mae:6014.51611 [1109] validation_0-mae:4496.21143 validation_1-mae:6014.63037 [1110] validation_0-mae:4494.06445 validation_1-mae:6014.21191 [1111] validation_0-mae:4493.07080 validation_1-mae:6014.02637 [1112] validation_0-mae:4491.40430 validation_1-mae:6013.84424 [1113] validation_0-mae:4490.50244 validation_1-mae:6013.91846 [1114] validation_0-mae:4489.47119 validation_1-mae:6014.15381 [1115] validation_0-mae:4488.71533 validation_1-mae:6014.02637 [1116] validation_0-mae:4487.74414 validation_1-mae:6014.01904 [1117] validation_0-mae:4486.84424 validation_1-mae:6013.86768 [1118] validation_0-mae:4486.54150 validation_1-mae:6013.97510 [1119] validation_0-mae:4486.41016 validation_1-mae:6013.91553 [1120] validation_0-mae:4485.65723 validation_1-mae:6013.90674 [1121] validation_0-mae:4484.30811 validation_1-mae:6013.66797 [1122] validation_0-mae:4483.52783 validation_1-mae:6013.59228 [1123] validation_0-mae:4482.91455 validation_1-mae:6013.69971 [1124] validation_0-mae:4482.54297 validation_1-mae:6013.63184 [1125] validation_0-mae:4482.01074 validation_1-mae:6013.70117 [1126] validation_0-mae:4481.99023 validation_1-mae:6013.73730 [1127] validation_0-mae:4481.20361 validation_1-mae:6013.76416 [1128] validation_0-mae:4479.91846 validation_1-mae:6013.12451 [1129] validation_0-mae:4479.16895 validation_1-mae:6013.00781 [1130] validation_0-mae:4478.77100 validation_1-mae:6012.97168 [1131] validation_0-mae:4478.49365 validation_1-mae:6012.89209 [1132] validation_0-mae:4478.40772 validation_1-mae:6012.87793 [1133] validation_0-mae:4477.34863 validation_1-mae:6012.93018 [1134] validation_0-mae:4476.51221 validation_1-mae:6013.02978 [1135] validation_0-mae:4475.73975 validation_1-mae:6013.01953 [1136] validation_0-mae:4474.56787 validation_1-mae:6012.29980 [1137] validation_0-mae:4473.59473 validation_1-mae:6012.38916 [1138] validation_0-mae:4472.51611 validation_1-mae:6012.03125 [1139] validation_0-mae:4471.43799 validation_1-mae:6011.92676 [1140] validation_0-mae:4470.07666 validation_1-mae:6012.19189 [1141] validation_0-mae:4469.43311 validation_1-mae:6012.01074 [1142] validation_0-mae:4468.74023 validation_1-mae:6011.98486 [1143] validation_0-mae:4468.25977 validation_1-mae:6012.06543 [1144] validation_0-mae:4467.49512 validation_1-mae:6011.93457 [1145] validation_0-mae:4466.40820 validation_1-mae:6011.64062 [1146] validation_0-mae:4465.95752 validation_1-mae:6011.67236 [1147] validation_0-mae:4464.79492 validation_1-mae:6011.72803 [1148] validation_0-mae:4464.52148 validation_1-mae:6011.90625 [1149] validation_0-mae:4464.42041 validation_1-mae:6011.96387 [1150] validation_0-mae:4464.20557 validation_1-mae:6011.90381 [1151] validation_0-mae:4464.02344 validation_1-mae:6011.95068 [1152] validation_0-mae:4463.17432 validation_1-mae:6011.78955 [1153] validation_0-mae:4461.04492 validation_1-mae:6010.89355 [1154] validation_0-mae:4460.00928 validation_1-mae:6011.26709 [1155] validation_0-mae:4458.78564 validation_1-mae:6011.14697 [1156] validation_0-mae:4455.77930 validation_1-mae:6010.15772 [1157] validation_0-mae:4455.43164 validation_1-mae:6010.43750 [1158] validation_0-mae:4454.76465 validation_1-mae:6010.31348 [1159] validation_0-mae:4453.58350 validation_1-mae:6010.06592 [1160] validation_0-mae:4452.61914 validation_1-mae:6009.70605 [1161] validation_0-mae:4452.23633 validation_1-mae:6009.70996 [1162] validation_0-mae:4451.27441 validation_1-mae:6009.76758 [1163] validation_0-mae:4450.59717 validation_1-mae:6009.60254 [1164] validation_0-mae:4449.79053 validation_1-mae:6009.52978 [1165] validation_0-mae:4448.94629 validation_1-mae:6009.87353 [1166] validation_0-mae:4448.00439 validation_1-mae:6009.41797 [1167] validation_0-mae:4447.58887 validation_1-mae:6009.21680 [1168] validation_0-mae:4446.47510 validation_1-mae:6009.35986 [1169] validation_0-mae:4445.69531 validation_1-mae:6008.48535 [1170] validation_0-mae:4444.66602 validation_1-mae:6008.38232 [1171] validation_0-mae:4443.21484 validation_1-mae:6008.53418 [1172] validation_0-mae:4441.15283 validation_1-mae:6008.12842 [1173] validation_0-mae:4440.60254 validation_1-mae:6008.38086 [1174] validation_0-mae:4440.09912 validation_1-mae:6008.32812 [1175] validation_0-mae:4439.02148 validation_1-mae:6008.09961 [1176] validation_0-mae:4437.25293 validation_1-mae:6007.70850 [1177] validation_0-mae:4435.77393 validation_1-mae:6006.95850 [1178] validation_0-mae:4433.45264 validation_1-mae:6006.20898 [1179] validation_0-mae:4432.65918 validation_1-mae:6006.62695 [1180] validation_0-mae:4432.02197 validation_1-mae:6006.81348 [1181] validation_0-mae:4431.66699 validation_1-mae:6006.87988 [1182] validation_0-mae:4431.17969 validation_1-mae:6006.88623 [1183] validation_0-mae:4430.17529 validation_1-mae:6006.88574 [1184] validation_0-mae:4429.30029 validation_1-mae:6006.74219 [1185] validation_0-mae:4429.15820 validation_1-mae:6006.73389 [1186] validation_0-mae:4428.40576 validation_1-mae:6006.73926 [1187] validation_0-mae:4426.86182 validation_1-mae:6007.27441 [1188] validation_0-mae:4426.13818 validation_1-mae:6007.44727 [1189] validation_0-mae:4425.50537 validation_1-mae:6007.57812 [1190] validation_0-mae:4425.37353 validation_1-mae:6007.58301 [1191] validation_0-mae:4424.76855 validation_1-mae:6007.64746 [1192] validation_0-mae:4423.44043 validation_1-mae:6007.32617 [1193] validation_0-mae:4422.64502 validation_1-mae:6006.68603 [1194] validation_0-mae:4422.08984 validation_1-mae:6006.86133 [1195] validation_0-mae:4420.16113 validation_1-mae:6006.94287 [1196] validation_0-mae:4419.45801 validation_1-mae:6006.71680 [1197] validation_0-mae:4418.11328 validation_1-mae:6006.37988 [1198] validation_0-mae:4417.92969 validation_1-mae:6006.49023 [1199] validation_0-mae:4417.36670 validation_1-mae:6006.38574 [1200] validation_0-mae:4416.52881 validation_1-mae:6006.41064 [1201] validation_0-mae:4416.01709 validation_1-mae:6006.58789 [1202] validation_0-mae:4415.24658 validation_1-mae:6006.58740 [1203] validation_0-mae:4413.06543 validation_1-mae:6005.18603 [1204] validation_0-mae:4412.43555 validation_1-mae:6004.92480 [1205] validation_0-mae:4411.20361 validation_1-mae:6005.24023 [1206] validation_0-mae:4410.58838 validation_1-mae:6005.01758 [1207] validation_0-mae:4409.39160 validation_1-mae:6004.81299 [1208] validation_0-mae:4408.75195 validation_1-mae:6004.58252 [1209] validation_0-mae:4408.11133 validation_1-mae:6004.63916 [1210] validation_0-mae:4406.46191 validation_1-mae:6004.51855 [1211] validation_0-mae:4405.04199 validation_1-mae:6004.81006 [1212] validation_0-mae:4403.92578 validation_1-mae:6005.01416 [1213] validation_0-mae:4403.19043 validation_1-mae:6004.44580 [1214] validation_0-mae:4402.23682 validation_1-mae:6004.17627 [1215] validation_0-mae:4400.50635 validation_1-mae:6004.28320 [1216] validation_0-mae:4397.39307 validation_1-mae:6002.61670 [1217] validation_0-mae:4396.63037 validation_1-mae:6002.35400 [1218] validation_0-mae:4395.43848 validation_1-mae:6002.70215 [1219] validation_0-mae:4394.26953 validation_1-mae:6002.78662 [1220] validation_0-mae:4392.76953 validation_1-mae:6003.22217 [1221] validation_0-mae:4392.14453 validation_1-mae:6003.27441 [1222] validation_0-mae:4391.19482 validation_1-mae:6003.30762 [1223] validation_0-mae:4389.94092 validation_1-mae:6003.34766 [1224] validation_0-mae:4388.75147 validation_1-mae:6003.99268 [1225] validation_0-mae:4387.12109 validation_1-mae:6003.66895 [1226] validation_0-mae:4386.12598 validation_1-mae:6003.51318 [1227] validation_0-mae:4384.55469 validation_1-mae:6003.73193 [1228] validation_0-mae:4384.00781 validation_1-mae:6003.73291 [1229] validation_0-mae:4382.41797 validation_1-mae:6002.52539 [1230] validation_0-mae:4381.20264 validation_1-mae:6002.40625 [1231] validation_0-mae:4380.52734 validation_1-mae:6002.50195 [1232] validation_0-mae:4379.23389 validation_1-mae:6002.47022 [1233] validation_0-mae:4377.98926 validation_1-mae:6002.91016 [1234] validation_0-mae:4376.67627 validation_1-mae:6002.55078 [1235] validation_0-mae:4374.53369 validation_1-mae:6001.08643 [1236] validation_0-mae:4373.95703 validation_1-mae:6001.55029 [1237] validation_0-mae:4373.30469 validation_1-mae:6001.13281 [1238] validation_0-mae:4372.78272 validation_1-mae:6001.55273 [1239] validation_0-mae:4372.01660 validation_1-mae:6001.82324 [1240] validation_0-mae:4371.05957 validation_1-mae:6002.01318 [1241] validation_0-mae:4370.20215 validation_1-mae:6002.10449 [1242] validation_0-mae:4369.07764 validation_1-mae:6002.15039 [1243] validation_0-mae:4368.56152 validation_1-mae:6001.72266 [1244] validation_0-mae:4367.64209 validation_1-mae:6001.35938 [1245] validation_0-mae:4366.21094 validation_1-mae:6001.44287 [1246] validation_0-mae:4365.30176 validation_1-mae:6001.67285 [1247] validation_0-mae:4363.35498 validation_1-mae:6000.53369 [1248] validation_0-mae:4361.81836 validation_1-mae:5999.07666 [1249] validation_0-mae:4360.87939 validation_1-mae:5998.88525 [1250] validation_0-mae:4359.65039 validation_1-mae:5998.45068 [1251] validation_0-mae:4358.56397 validation_1-mae:5997.95801 [1252] validation_0-mae:4355.85742 validation_1-mae:5997.01953 [1253] validation_0-mae:4355.06592 validation_1-mae:5996.66553 [1254] validation_0-mae:4354.60791 validation_1-mae:5996.91455 [1255] validation_0-mae:4353.96094 validation_1-mae:5996.93359 [1256] validation_0-mae:4353.35156 validation_1-mae:5997.16504 [1257] validation_0-mae:4352.70020 validation_1-mae:5997.16113 [1258] validation_0-mae:4352.25537 validation_1-mae:5997.14307 [1259] validation_0-mae:4351.91309 validation_1-mae:5997.22559 [1260] validation_0-mae:4350.77100 validation_1-mae:5997.04492 [1261] validation_0-mae:4350.13281 validation_1-mae:5996.95020 [1262] validation_0-mae:4349.36914 validation_1-mae:5996.89746 [1263] validation_0-mae:4348.63037 validation_1-mae:5997.02148 [1264] validation_0-mae:4348.00098 validation_1-mae:5997.28516 [1265] validation_0-mae:4347.25879 validation_1-mae:5997.12402 [1266] validation_0-mae:4346.41064 validation_1-mae:5997.33252 [1267] validation_0-mae:4345.43018 validation_1-mae:5997.02637 [1268] validation_0-mae:4345.15137 validation_1-mae:5997.40234 [1269] validation_0-mae:4344.36084 validation_1-mae:5997.39990 [1270] validation_0-mae:4343.96143 validation_1-mae:5997.56055 [1271] validation_0-mae:4343.66748 validation_1-mae:5997.53076 [1272] validation_0-mae:4343.39404 validation_1-mae:5997.67969 [1273] validation_0-mae:4341.42139 validation_1-mae:5997.14502 [1274] validation_0-mae:4339.98047 validation_1-mae:5996.80420 [1275] validation_0-mae:4339.44141 validation_1-mae:5996.98877 [1276] validation_0-mae:4339.18066 validation_1-mae:5997.21728 [1277] validation_0-mae:4337.56250 validation_1-mae:5996.77734 [1278] validation_0-mae:4336.25537 validation_1-mae:5997.24170 [1279] validation_0-mae:4335.20752 validation_1-mae:5996.80078 [1280] validation_0-mae:4334.01953 validation_1-mae:5996.92236 [1281] validation_0-mae:4332.52246 validation_1-mae:5997.45264 [1282] validation_0-mae:4331.72900 validation_1-mae:5997.23486 [1283] validation_0-mae:4331.49365 validation_1-mae:5997.44482 [1284] validation_0-mae:4330.32715 validation_1-mae:5996.92920 [1285] validation_0-mae:4328.98242 validation_1-mae:5997.14941 [1286] validation_0-mae:4328.64307 validation_1-mae:5997.14258 [1287] validation_0-mae:4328.59668 validation_1-mae:5997.21728 [1288] validation_0-mae:4327.22461 validation_1-mae:5997.26074 [1289] validation_0-mae:4326.87451 validation_1-mae:5997.59570 [1290] validation_0-mae:4325.37500 validation_1-mae:5997.56689 [1291] validation_0-mae:4324.23779 validation_1-mae:5997.20117 [1292] validation_0-mae:4323.52588 validation_1-mae:5997.13330 [1293] validation_0-mae:4323.21582 validation_1-mae:5997.12158 [1294] validation_0-mae:4322.73975 validation_1-mae:5997.25684 [1295] validation_0-mae:4321.97656 validation_1-mae:5997.85352 [1296] validation_0-mae:4321.18164 validation_1-mae:5997.71289 [1297] validation_0-mae:4320.05420 validation_1-mae:5997.91162 [1298] validation_0-mae:4319.29541 validation_1-mae:5997.73096 [1299] validation_0-mae:4318.16016 validation_1-mae:5997.77930 [1300] validation_0-mae:4318.05664 validation_1-mae:5997.87500 [1301] validation_0-mae:4317.95752 validation_1-mae:5997.73926 [1302] validation_0-mae:4317.03369 validation_1-mae:5997.55615 [1303] validation_0-mae:4316.10107 validation_1-mae:5997.43897 [1304] validation_0-mae:4314.99072 validation_1-mae:5997.68066 [1305] validation_0-mae:4313.37402 validation_1-mae:5997.82031 [1306] validation_0-mae:4311.57959 validation_1-mae:5997.53516 [1307] validation_0-mae:4309.80176 validation_1-mae:5997.51270 [1308] validation_0-mae:4308.76953 validation_1-mae:5997.63086 [1309] validation_0-mae:4307.95508 validation_1-mae:5997.55713 [1310] validation_0-mae:4306.54346 validation_1-mae:5997.38818 [1311] validation_0-mae:4305.94141 validation_1-mae:5997.36035 [1312] validation_0-mae:4304.43506 validation_1-mae:5996.99268 [1313] validation_0-mae:4303.36670 validation_1-mae:5996.74707 [1314] validation_0-mae:4302.33789 validation_1-mae:5996.36182 [1315] validation_0-mae:4301.72022 validation_1-mae:5996.52930 [1316] validation_0-mae:4300.94727 validation_1-mae:5996.79102 [1317] validation_0-mae:4299.12109 validation_1-mae:5996.32520 [1318] validation_0-mae:4297.97656 validation_1-mae:5996.32812 [1319] validation_0-mae:4297.33301 validation_1-mae:5996.27490 [1320] validation_0-mae:4296.81348 validation_1-mae:5996.10156 [1321] validation_0-mae:4294.96680 validation_1-mae:5995.90576 [1322] validation_0-mae:4293.59424 validation_1-mae:5995.84814 [1323] validation_0-mae:4292.48975 validation_1-mae:5995.76416 [1324] validation_0-mae:4291.88379 validation_1-mae:5995.49219 [1325] validation_0-mae:4291.01318 validation_1-mae:5995.35303 [1326] validation_0-mae:4289.85938 validation_1-mae:5996.32812 [1327] validation_0-mae:4289.07715 validation_1-mae:5996.56689 [1328] validation_0-mae:4287.57422 validation_1-mae:5995.91162 [1329] validation_0-mae:4286.68799 validation_1-mae:5995.83203 [1330] validation_0-mae:4285.06641 validation_1-mae:5996.08984 [1331] validation_0-mae:4283.78662 validation_1-mae:5995.93066 [1332] validation_0-mae:4283.28564 validation_1-mae:5996.00879 [1333] validation_0-mae:4282.16357 validation_1-mae:5995.68750 [1334] validation_0-mae:4281.36377 validation_1-mae:5995.49707 [1335] validation_0-mae:4280.57910 validation_1-mae:5995.12207 [1336] validation_0-mae:4279.78564 validation_1-mae:5994.87109 [1337] validation_0-mae:4278.39160 validation_1-mae:5994.11328 [1338] validation_0-mae:4277.22656 validation_1-mae:5994.03857 [1339] validation_0-mae:4276.60352 validation_1-mae:5994.12256 [1340] validation_0-mae:4275.61377 validation_1-mae:5994.24365 [1341] validation_0-mae:4273.96533 validation_1-mae:5994.21582 [1342] validation_0-mae:4273.15820 validation_1-mae:5994.09228 [1343] validation_0-mae:4271.92529 validation_1-mae:5993.92236 [1344] validation_0-mae:4269.16504 validation_1-mae:5992.56299 [1345] validation_0-mae:4268.22412 validation_1-mae:5992.70996 [1346] validation_0-mae:4267.62891 validation_1-mae:5992.77100 [1347] validation_0-mae:4266.77588 validation_1-mae:5992.85010 [1348] validation_0-mae:4266.37744 validation_1-mae:5992.80615 [1349] validation_0-mae:4265.28418 validation_1-mae:5992.54932 [1350] validation_0-mae:4263.68359 validation_1-mae:5992.02393 [1351] validation_0-mae:4262.74121 validation_1-mae:5992.03760 [1352] validation_0-mae:4261.04395 validation_1-mae:5991.39258 [1353] validation_0-mae:4259.38477 validation_1-mae:5990.85205 [1354] validation_0-mae:4258.00244 validation_1-mae:5990.76611 [1355] validation_0-mae:4257.06543 validation_1-mae:5990.31397 [1356] validation_0-mae:4256.33447 validation_1-mae:5990.39355 [1357] validation_0-mae:4255.60840 validation_1-mae:5990.41895 [1358] validation_0-mae:4253.65625 validation_1-mae:5990.10010 [1359] validation_0-mae:4252.39160 validation_1-mae:5990.01270 [1360] validation_0-mae:4251.78564 validation_1-mae:5989.71436 [1361] validation_0-mae:4251.11768 validation_1-mae:5989.44482 [1362] validation_0-mae:4250.05957 validation_1-mae:5989.20947 [1363] validation_0-mae:4249.15430 validation_1-mae:5989.04492 [1364] validation_0-mae:4248.71045 validation_1-mae:5989.03223 [1365] validation_0-mae:4248.16699 validation_1-mae:5989.34473 [1366] validation_0-mae:4247.47998 validation_1-mae:5989.18408 [1367] validation_0-mae:4247.41064 validation_1-mae:5989.20752 [1368] validation_0-mae:4246.06006 validation_1-mae:5988.92578 [1369] validation_0-mae:4244.80225 validation_1-mae:5989.09961 [1370] validation_0-mae:4243.96973 validation_1-mae:5989.02441 [1371] validation_0-mae:4243.11279 validation_1-mae:5989.36670 [1372] validation_0-mae:4242.25293 validation_1-mae:5989.33887 [1373] validation_0-mae:4241.58838 validation_1-mae:5989.62353 [1374] validation_0-mae:4240.91504 validation_1-mae:5989.33984 [1375] validation_0-mae:4240.16797 validation_1-mae:5989.42969 [1376] validation_0-mae:4238.50635 validation_1-mae:5988.94336 [1377] validation_0-mae:4237.76123 validation_1-mae:5988.88721 [1378] validation_0-mae:4237.37939 validation_1-mae:5989.23291 [1379] validation_0-mae:4236.35352 validation_1-mae:5989.52148 [1380] validation_0-mae:4235.83984 validation_1-mae:5989.55664 [1381] validation_0-mae:4235.19385 validation_1-mae:5989.20117 [1382] validation_0-mae:4234.49805 validation_1-mae:5989.56982 [1383] validation_0-mae:4233.96143 validation_1-mae:5989.62695 [1384] validation_0-mae:4233.09619 validation_1-mae:5989.43506 [1385] validation_0-mae:4232.74658 validation_1-mae:5989.48193 [1386] validation_0-mae:4231.77588 validation_1-mae:5989.11475 [1387] validation_0-mae:4231.15088 validation_1-mae:5989.41748 [1388] validation_0-mae:4231.00391 validation_1-mae:5989.49756 [1389] validation_0-mae:4230.50879 validation_1-mae:5989.63770 [1390] validation_0-mae:4230.28223 validation_1-mae:5989.69141 [1391] validation_0-mae:4229.54980 validation_1-mae:5989.46582 [1392] validation_0-mae:4228.42871 validation_1-mae:5989.30225 [1393] validation_0-mae:4227.76465 validation_1-mae:5989.68066 [1394] validation_0-mae:4226.95117 validation_1-mae:5989.52490 [1395] validation_0-mae:4225.97461 validation_1-mae:5989.04590 [1396] validation_0-mae:4225.07617 validation_1-mae:5988.52441 [1397] validation_0-mae:4224.57764 validation_1-mae:5988.50098 [1398] validation_0-mae:4223.80566 validation_1-mae:5988.42529 [1399] validation_0-mae:4223.19824 validation_1-mae:5988.64355 [1400] validation_0-mae:4222.66748 validation_1-mae:5988.69238 [1401] validation_0-mae:4222.20215 validation_1-mae:5988.67822 [1402] validation_0-mae:4221.28662 validation_1-mae:5988.86963 [1403] validation_0-mae:4220.43945 validation_1-mae:5988.53711 [1404] validation_0-mae:4219.70117 validation_1-mae:5988.85400 [1405] validation_0-mae:4218.81836 validation_1-mae:5988.75342 [1406] validation_0-mae:4217.98779 validation_1-mae:5988.60596 [1407] validation_0-mae:4217.65820 validation_1-mae:5988.66113 [1408] validation_0-mae:4216.56152 validation_1-mae:5989.11377 [1409] validation_0-mae:4215.94678 validation_1-mae:5989.36865 [1410] validation_0-mae:4214.83838 validation_1-mae:5989.60205 [1411] validation_0-mae:4213.60840 validation_1-mae:5989.37647 [1412] validation_0-mae:4212.49805 validation_1-mae:5989.49902 [1413] validation_0-mae:4211.49707 validation_1-mae:5988.93018 [1414] validation_0-mae:4210.79443 validation_1-mae:5988.95410 [1415] validation_0-mae:4210.56397 validation_1-mae:5989.03906 [1416] validation_0-mae:4209.68359 validation_1-mae:5988.81348 [1417] validation_0-mae:4208.92773 validation_1-mae:5988.79688 [1418] validation_0-mae:4208.05469 validation_1-mae:5988.45459 [1419] validation_0-mae:4207.18457 validation_1-mae:5988.54004 [1420] validation_0-mae:4206.68994 validation_1-mae:5988.68945 [1421] validation_0-mae:4205.97022 validation_1-mae:5988.85596 [1422] validation_0-mae:4205.56006 validation_1-mae:5988.87598 [1423] validation_0-mae:4205.03369 validation_1-mae:5988.77637 [1424] validation_0-mae:4204.32715 validation_1-mae:5988.27051 [1425] validation_0-mae:4203.30078 validation_1-mae:5988.24902 [1426] validation_0-mae:4203.15820 validation_1-mae:5988.20459 [1427] validation_0-mae:4202.82471 validation_1-mae:5988.28369 [1428] validation_0-mae:4201.64258 validation_1-mae:5988.52539 [1429] validation_0-mae:4200.46973 validation_1-mae:5988.45703 [1430] validation_0-mae:4199.46436 validation_1-mae:5988.26318 [1431] validation_0-mae:4198.23340 validation_1-mae:5988.63574 [1432] validation_0-mae:4197.09033 validation_1-mae:5988.09668 [1433] validation_0-mae:4196.32178 validation_1-mae:5988.08105 [1434] validation_0-mae:4195.65967 validation_1-mae:5987.97022 [1435] validation_0-mae:4195.23340 validation_1-mae:5988.02637 [1436] validation_0-mae:4194.61182 validation_1-mae:5987.96387 [1437] validation_0-mae:4193.72363 validation_1-mae:5987.79492 [1438] validation_0-mae:4192.37695 validation_1-mae:5987.60742 [1439] validation_0-mae:4191.60596 validation_1-mae:5987.91260 [1440] validation_0-mae:4190.72070 validation_1-mae:5988.00586 [1441] validation_0-mae:4189.61182 validation_1-mae:5988.07373 [1442] validation_0-mae:4187.93457 validation_1-mae:5988.93897 [1443] validation_0-mae:4187.36670 validation_1-mae:5988.75098 [1444] validation_0-mae:4186.48975 validation_1-mae:5989.00293 [1445] validation_0-mae:4185.58252 validation_1-mae:5989.24756 [1446] validation_0-mae:4184.76904 validation_1-mae:5988.69971 [1447] validation_0-mae:4184.12988 validation_1-mae:5988.60352 [1448] validation_0-mae:4183.26660 validation_1-mae:5988.76562 [1449] validation_0-mae:4183.17969 validation_1-mae:5988.74414 [1450] validation_0-mae:4182.91406 validation_1-mae:5988.79248 [1451] validation_0-mae:4182.90625 validation_1-mae:5988.80322 [1452] validation_0-mae:4182.55762 validation_1-mae:5989.13330 [1453] validation_0-mae:4182.25928 validation_1-mae:5988.93603 [1454] validation_0-mae:4181.75049 validation_1-mae:5988.92188 [1455] validation_0-mae:4181.35303 validation_1-mae:5989.03320 [1456] validation_0-mae:4180.35547 validation_1-mae:5988.66113 [1457] validation_0-mae:4179.99951 validation_1-mae:5988.98340 [1458] validation_0-mae:4179.48486 validation_1-mae:5988.98145 [1459] validation_0-mae:4179.31689 validation_1-mae:5989.20068 [1460] validation_0-mae:4179.21680 validation_1-mae:5989.22656 [1461] validation_0-mae:4178.24609 validation_1-mae:5988.87793 [1462] validation_0-mae:4177.92236 validation_1-mae:5988.97510 [1463] validation_0-mae:4177.54736 validation_1-mae:5989.03809 [1464] validation_0-mae:4177.10889 validation_1-mae:5989.20605 [1465] validation_0-mae:4175.81836 validation_1-mae:5989.28809 [1466] validation_0-mae:4175.16943 validation_1-mae:5989.34375 [1467] validation_0-mae:4174.08984 validation_1-mae:5988.83789 [1468] validation_0-mae:4173.42725 validation_1-mae:5989.17822 [1469] validation_0-mae:4172.33838 validation_1-mae:5989.08984 [1470] validation_0-mae:4171.39844 validation_1-mae:5988.97900 [1471] validation_0-mae:4171.18506 validation_1-mae:5988.94629 [1472] validation_0-mae:4170.51855 validation_1-mae:5988.87891 [1473] validation_0-mae:4169.55176 validation_1-mae:5988.75928 [1474] validation_0-mae:4169.33154 validation_1-mae:5988.85205 [1475] validation_0-mae:4169.17480 validation_1-mae:5988.75488 [1476] validation_0-mae:4169.06543 validation_1-mae:5988.72461 [1477] validation_0-mae:4167.74658 validation_1-mae:5988.24707 [1478] validation_0-mae:4167.07227 validation_1-mae:5988.32080 [1479] validation_0-mae:4166.63818 validation_1-mae:5988.29053 [1480] validation_0-mae:4165.99512 validation_1-mae:5988.27539 [1481] validation_0-mae:4165.20801 validation_1-mae:5988.54346 [1482] validation_0-mae:4162.52978 validation_1-mae:5987.82324 [1483] validation_0-mae:4160.78467 validation_1-mae:5988.03174 [1484] validation_0-mae:4158.76221 validation_1-mae:5986.39404 [1485] validation_0-mae:4157.37256 validation_1-mae:5986.43311 [1486] validation_0-mae:4156.68164 validation_1-mae:5986.68750 [1487] validation_0-mae:4155.67383 validation_1-mae:5986.68164 [1488] validation_0-mae:4154.27637 validation_1-mae:5987.75342 [1489] validation_0-mae:4153.54639 validation_1-mae:5987.69629 [1490] validation_0-mae:4152.28272 validation_1-mae:5987.21631 [1491] validation_0-mae:4151.57080 validation_1-mae:5987.54199 [1492] validation_0-mae:4151.09912 validation_1-mae:5987.65869 [1493] validation_0-mae:4150.37842 validation_1-mae:5987.77344 [1494] validation_0-mae:4148.52051 validation_1-mae:5987.35645 [1495] validation_0-mae:4147.74805 validation_1-mae:5987.81103 [1496] validation_0-mae:4147.09619 validation_1-mae:5988.06592 [1497] validation_0-mae:4145.52637 validation_1-mae:5988.22070 [1498] validation_0-mae:4144.64844 validation_1-mae:5988.41748 [1499] validation_0-mae:4143.84228 validation_1-mae:5988.41650 [1500] validation_0-mae:4142.15137 validation_1-mae:5988.90820 [1501] validation_0-mae:4141.18359 validation_1-mae:5989.46582 [1502] validation_0-mae:4140.47363 validation_1-mae:5989.61035 [1503] validation_0-mae:4139.36621 validation_1-mae:5988.97949 [1504] validation_0-mae:4138.22510 validation_1-mae:5989.26660 [1505] validation_0-mae:4137.30518 validation_1-mae:5989.79102 [1506] validation_0-mae:4136.08691 validation_1-mae:5989.44482 [1507] validation_0-mae:4135.45166 validation_1-mae:5989.98389 [1508] validation_0-mae:4133.47656 validation_1-mae:5990.15088 [1509] validation_0-mae:4132.27148 validation_1-mae:5989.72461 [1510] validation_0-mae:4131.14551 validation_1-mae:5989.79639 [1511] validation_0-mae:4130.44678 validation_1-mae:5989.43213 [1512] validation_0-mae:4129.47754 validation_1-mae:5989.86279 [1513] validation_0-mae:4128.56299 validation_1-mae:5989.56641 [1514] validation_0-mae:4127.47754 validation_1-mae:5989.05957 [1515] validation_0-mae:4127.03125 validation_1-mae:5989.01172 [1516] validation_0-mae:4125.67480 validation_1-mae:5989.09473 [1517] validation_0-mae:4124.59277 validation_1-mae:5989.07617 [1518] validation_0-mae:4123.62549 validation_1-mae:5988.61426 [1519] validation_0-mae:4122.25391 validation_1-mae:5989.12207 [1520] validation_0-mae:4121.19775 validation_1-mae:5988.80273 [1521] validation_0-mae:4119.79102 validation_1-mae:5989.05762 [1522] validation_0-mae:4118.94141 validation_1-mae:5989.04102 [1523] validation_0-mae:4117.91602 validation_1-mae:5989.21728 [1524] validation_0-mae:4117.42773 validation_1-mae:5989.13135 [1525] validation_0-mae:4116.38574 validation_1-mae:5989.13037 [1526] validation_0-mae:4115.91992 validation_1-mae:5988.82959 [1527] validation_0-mae:4114.79492 validation_1-mae:5988.84131 [1528] validation_0-mae:4114.24853 validation_1-mae:5988.59082 [1529] validation_0-mae:4113.18799 validation_1-mae:5989.10107 [1530] validation_0-mae:4112.76074 validation_1-mae:5989.04590 [1531] validation_0-mae:4111.60059 validation_1-mae:5989.19092 [1532] validation_0-mae:4111.26025 validation_1-mae:5989.25342 [1533] validation_0-mae:4110.25977 validation_1-mae:5988.75928 [1534] validation_0-mae:4109.24463 validation_1-mae:5988.70557 [1535] validation_0-mae:4108.60693 validation_1-mae:5988.53174 [1536] validation_0-mae:4107.10059 validation_1-mae:5988.99707 [1537] validation_0-mae:4106.01562 validation_1-mae:5988.94141 [1538] validation_0-mae:4105.39209 validation_1-mae:5988.77734 [1539] validation_0-mae:4104.74805 validation_1-mae:5988.68311 [1540] validation_0-mae:4103.69385 validation_1-mae:5987.81543 [1541] validation_0-mae:4102.88330 validation_1-mae:5987.91357 [1542] validation_0-mae:4101.67432 validation_1-mae:5987.83203 [1543] validation_0-mae:4100.18897 validation_1-mae:5987.21240 [1544] validation_0-mae:4098.47998 validation_1-mae:5987.60449 [1545] validation_0-mae:4097.31006 validation_1-mae:5987.39551 [1546] validation_0-mae:4095.95361 validation_1-mae:5987.52930 [1547] validation_0-mae:4094.51904 validation_1-mae:5987.91016 [1548] validation_0-mae:4093.98682 validation_1-mae:5987.83398 [1549] validation_0-mae:4093.04175 validation_1-mae:5987.76562 [1550] validation_0-mae:4090.89087 validation_1-mae:5986.89160 [1551] validation_0-mae:4090.35449 validation_1-mae:5986.89697 [1552] validation_0-mae:4089.86426 validation_1-mae:5987.15625 [1553] validation_0-mae:4089.15405 validation_1-mae:5987.03564 [1554] validation_0-mae:4088.12427 validation_1-mae:5986.96094 [1555] validation_0-mae:4087.52148 validation_1-mae:5987.32324 [1556] validation_0-mae:4086.35840 validation_1-mae:5987.38135 [1557] validation_0-mae:4085.42725 validation_1-mae:5987.64600 [1558] validation_0-mae:4084.86938 validation_1-mae:5987.24463 [1559] validation_0-mae:4084.47021 validation_1-mae:5987.16260 [1560] validation_0-mae:4083.54102 validation_1-mae:5987.23584 [1561] validation_0-mae:4081.35693 validation_1-mae:5986.75439 [1562] validation_0-mae:4080.36792 validation_1-mae:5986.89307 [1563] validation_0-mae:4079.67554 validation_1-mae:5986.92529 [1564] validation_0-mae:4078.84082 validation_1-mae:5986.78662 [1565] validation_0-mae:4077.97754 validation_1-mae:5986.77051 [1566] validation_0-mae:4077.61084 validation_1-mae:5987.00439 [1567] validation_0-mae:4077.33374 validation_1-mae:5987.31543 [1568] validation_0-mae:4076.29981 validation_1-mae:5987.32617 [1569] validation_0-mae:4075.96631 validation_1-mae:5987.64062 [1570] validation_0-mae:4075.54419 validation_1-mae:5987.57617 [1571] validation_0-mae:4074.81201 validation_1-mae:5987.51270 [1572] validation_0-mae:4074.04199 validation_1-mae:5987.31543 [1573] validation_0-mae:4073.59375 validation_1-mae:5987.10156 [1574] validation_0-mae:4073.03564 validation_1-mae:5987.39697 [1575] validation_0-mae:4071.65234 validation_1-mae:5986.98291 [1576] validation_0-mae:4071.02637 validation_1-mae:5986.90869 [1577] validation_0-mae:4069.68970 validation_1-mae:5986.69385 [1578] validation_0-mae:4068.22632 validation_1-mae:5986.04346 [1579] validation_0-mae:4067.49927 validation_1-mae:5985.72314 [1580] validation_0-mae:4066.91528 validation_1-mae:5986.09277 [1581] validation_0-mae:4066.26074 validation_1-mae:5985.98828 [1582] validation_0-mae:4065.59668 validation_1-mae:5986.03906 [1583] validation_0-mae:4064.61572 validation_1-mae:5985.89795 [1584] validation_0-mae:4063.55566 validation_1-mae:5985.82422 [1585] validation_0-mae:4062.49048 validation_1-mae:5985.81592 [1586] validation_0-mae:4061.82666 validation_1-mae:5986.34766 [1587] validation_0-mae:4061.52881 validation_1-mae:5986.36133 [1588] validation_0-mae:4061.44263 validation_1-mae:5986.32520 [1589] validation_0-mae:4061.13794 validation_1-mae:5986.12695 [1590] validation_0-mae:4060.37476 validation_1-mae:5985.99316 [1591] validation_0-mae:4059.57105 validation_1-mae:5985.93115 [1592] validation_0-mae:4059.55835 validation_1-mae:5985.96826 [1593] validation_0-mae:4058.68701 validation_1-mae:5986.24414 [1594] validation_0-mae:4057.50171 validation_1-mae:5986.14746 [1595] validation_0-mae:4056.90039 validation_1-mae:5985.79297 [1596] validation_0-mae:4055.23022 validation_1-mae:5986.08447 [1597] validation_0-mae:4054.50562 validation_1-mae:5986.13428 [1598] validation_0-mae:4053.91724 validation_1-mae:5986.23682 [1599] validation_0-mae:4052.76123 validation_1-mae:5985.61914 [1600] validation_0-mae:4051.15820 validation_1-mae:5985.46191 [1601] validation_0-mae:4050.01465 validation_1-mae:5985.20215 [1602] validation_0-mae:4049.34448 validation_1-mae:5984.99121 [1603] validation_0-mae:4048.73901 validation_1-mae:5984.87598 [1604] validation_0-mae:4048.35644 validation_1-mae:5985.04541 [1605] validation_0-mae:4047.79004 validation_1-mae:5984.84473 [1606] validation_0-mae:4047.17969 validation_1-mae:5985.01855 [1607] validation_0-mae:4046.42700 validation_1-mae:5984.79053 [1608] validation_0-mae:4046.35742 validation_1-mae:5984.78857 [1609] validation_0-mae:4046.34155 validation_1-mae:5984.81982 [1610] validation_0-mae:4045.63843 validation_1-mae:5984.88232 [1611] validation_0-mae:4044.93188 validation_1-mae:5984.74316 [1612] validation_0-mae:4044.34839 validation_1-mae:5984.74268 [1613] validation_0-mae:4043.98975 validation_1-mae:5984.76367 [1614] validation_0-mae:4043.36572 validation_1-mae:5985.11768 [1615] validation_0-mae:4041.80273 validation_1-mae:5985.04639 [1616] validation_0-mae:4040.75928 validation_1-mae:5984.71436 [1617] validation_0-mae:4039.59546 validation_1-mae:5984.40088 [1618] validation_0-mae:4038.70557 validation_1-mae:5984.23633 [1619] validation_0-mae:4037.93042 validation_1-mae:5984.17920 [1620] validation_0-mae:4037.37183 validation_1-mae:5984.12061 [1621] validation_0-mae:4036.33667 validation_1-mae:5984.07178 [1622] validation_0-mae:4035.93115 validation_1-mae:5983.77246 [1623] validation_0-mae:4035.22144 validation_1-mae:5983.82617 [1624] validation_0-mae:4034.62744 validation_1-mae:5983.94678 [1625] validation_0-mae:4033.58862 validation_1-mae:5984.23340 [1626] validation_0-mae:4032.20459 validation_1-mae:5985.17725 [1627] validation_0-mae:4031.02563 validation_1-mae:5985.15283 [1628] validation_0-mae:4030.10474 validation_1-mae:5985.28613 [1629] validation_0-mae:4029.75342 validation_1-mae:5985.11963 [1630] validation_0-mae:4029.02124 validation_1-mae:5985.02490 [1631] validation_0-mae:4028.09717 validation_1-mae:5984.58789 [1632] validation_0-mae:4027.65625 validation_1-mae:5984.67188 [1633] validation_0-mae:4027.25610 validation_1-mae:5984.67822 [1634] validation_0-mae:4025.97485 validation_1-mae:5984.60645 [1635] validation_0-mae:4025.03955 validation_1-mae:5984.58252 [1636] validation_0-mae:4023.65698 validation_1-mae:5984.79541 [1637] validation_0-mae:4022.81616 validation_1-mae:5984.99023 [1638] validation_0-mae:4021.59595 validation_1-mae:5985.21387 [1639] validation_0-mae:4020.44605 validation_1-mae:5985.12109 [1640] validation_0-mae:4020.00684 validation_1-mae:5985.01904 [1641] validation_0-mae:4019.21899 validation_1-mae:5984.48730 [1642] validation_0-mae:4018.16480 validation_1-mae:5984.02783 [1643] validation_0-mae:4017.62744 validation_1-mae:5984.13330 [1644] validation_0-mae:4017.26123 validation_1-mae:5984.12842 [1645] validation_0-mae:4016.55298 validation_1-mae:5984.24365 [1646] validation_0-mae:4016.39966 validation_1-mae:5984.30078 [1647] validation_0-mae:4015.56934 validation_1-mae:5984.02100 [1648] validation_0-mae:4015.00146 validation_1-mae:5983.78711 [1649] validation_0-mae:4014.49634 validation_1-mae:5983.88135 [1650] validation_0-mae:4013.96631 validation_1-mae:5984.01318 [1651] validation_0-mae:4013.28784 validation_1-mae:5984.28662 [1652] validation_0-mae:4012.91553 validation_1-mae:5984.17578 [1653] validation_0-mae:4012.08301 validation_1-mae:5983.66553 [1654] validation_0-mae:4011.53784 validation_1-mae:5983.77637 [1655] validation_0-mae:4011.31592 validation_1-mae:5983.90088 [1656] validation_0-mae:4010.86377 validation_1-mae:5983.72705 [1657] validation_0-mae:4009.89429 validation_1-mae:5983.72070 [1658] validation_0-mae:4009.44043 validation_1-mae:5983.46387 [1659] validation_0-mae:4008.89673 validation_1-mae:5983.58643 [1660] validation_0-mae:4008.49292 validation_1-mae:5983.14404 [1661] validation_0-mae:4007.70874 validation_1-mae:5982.72949 [1662] validation_0-mae:4006.52197 validation_1-mae:5983.18506 [1663] validation_0-mae:4005.62256 validation_1-mae:5982.80225 [1664] validation_0-mae:4005.06030 validation_1-mae:5982.78076 [1665] validation_0-mae:4004.44141 validation_1-mae:5982.72852 [1666] validation_0-mae:4003.46045 validation_1-mae:5982.51953 [1667] validation_0-mae:4002.85913 validation_1-mae:5982.77441 [1668] validation_0-mae:4001.55688 validation_1-mae:5982.18066 [1669] validation_0-mae:4001.37964 validation_1-mae:5982.25830 [1670] validation_0-mae:4000.53467 validation_1-mae:5982.11475 [1671] validation_0-mae:3999.88013 validation_1-mae:5981.98730 [1672] validation_0-mae:3999.60522 validation_1-mae:5982.20068 [1673] validation_0-mae:3998.97510 validation_1-mae:5982.26709 [1674] validation_0-mae:3998.08618 validation_1-mae:5982.25098 [1675] validation_0-mae:3997.68872 validation_1-mae:5982.28564 [1676] validation_0-mae:3996.97339 validation_1-mae:5982.44971 [1677] validation_0-mae:3996.52344 validation_1-mae:5982.37598 [1678] validation_0-mae:3994.97266 validation_1-mae:5982.04443 [1679] validation_0-mae:3994.18848 validation_1-mae:5981.93408 [1680] validation_0-mae:3993.03369 validation_1-mae:5981.73096 [1681] validation_0-mae:3991.75903 validation_1-mae:5981.14209 [1682] validation_0-mae:3991.32910 validation_1-mae:5981.16211 [1683] validation_0-mae:3990.82397 validation_1-mae:5981.12451 [1684] validation_0-mae:3989.95728 validation_1-mae:5981.39551 [1685] validation_0-mae:3989.41602 validation_1-mae:5981.43848 [1686] validation_0-mae:3988.71704 validation_1-mae:5981.48535 [1687] validation_0-mae:3987.85718 validation_1-mae:5981.36768 [1688] validation_0-mae:3986.55859 validation_1-mae:5981.77197 [1689] validation_0-mae:3985.16064 validation_1-mae:5982.15820 [1690] validation_0-mae:3984.56250 validation_1-mae:5982.36914 [1691] validation_0-mae:3983.66431 validation_1-mae:5982.02100 [1692] validation_0-mae:3982.97632 validation_1-mae:5982.20508 [1693] validation_0-mae:3981.81030 validation_1-mae:5982.67383 [1694] validation_0-mae:3981.42407 validation_1-mae:5982.71143 [1695] validation_0-mae:3980.48926 validation_1-mae:5982.97607 [1696] validation_0-mae:3979.66284 validation_1-mae:5983.12305 [1697] validation_0-mae:3978.37354 validation_1-mae:5983.30420 [1698] validation_0-mae:3977.21582 validation_1-mae:5983.39990 [1699] validation_0-mae:3976.24463 validation_1-mae:5983.53125 Dropping: klas [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65137 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.57666 [21] validation_0-mae:7944.89600 validation_1-mae:7832.65723 [22] validation_0-mae:7846.75684 validation_1-mae:7746.49707 [23] validation_0-mae:7760.49268 validation_1-mae:7677.36865 [24] validation_0-mae:7676.77881 validation_1-mae:7599.02197 [25] validation_0-mae:7604.22461 validation_1-mae:7535.70166 [26] validation_0-mae:7548.77930 validation_1-mae:7488.89014 [27] validation_0-mae:7488.50000 validation_1-mae:7434.85938 [28] validation_0-mae:7439.26465 validation_1-mae:7393.77002 [29] validation_0-mae:7397.07129 validation_1-mae:7359.59912 [30] validation_0-mae:7361.33447 validation_1-mae:7328.96973 [31] validation_0-mae:7320.76904 validation_1-mae:7292.48438 [32] validation_0-mae:7292.27344 validation_1-mae:7275.18701 [33] validation_0-mae:7264.06689 validation_1-mae:7254.14551 [34] validation_0-mae:7233.79004 validation_1-mae:7234.18408 [35] validation_0-mae:7202.32031 validation_1-mae:7209.31201 [36] validation_0-mae:7185.08740 validation_1-mae:7195.89600 [37] validation_0-mae:7167.61963 validation_1-mae:7185.46387 [38] validation_0-mae:7142.17969 validation_1-mae:7163.96484 [39] validation_0-mae:7120.81445 validation_1-mae:7146.78223 [40] validation_0-mae:7102.98682 validation_1-mae:7136.41309 [41] validation_0-mae:7086.79443 validation_1-mae:7124.01709 [42] validation_0-mae:7069.74609 validation_1-mae:7113.27588 [43] validation_0-mae:7049.70898 validation_1-mae:7099.46924 [44] validation_0-mae:7033.69287 validation_1-mae:7086.41162 [45] validation_0-mae:7014.76465 validation_1-mae:7073.25244 [46] validation_0-mae:6998.53857 validation_1-mae:7063.08057 [47] validation_0-mae:6975.02393 validation_1-mae:7044.31543 [48] validation_0-mae:6963.79541 validation_1-mae:7035.65430 [49] validation_0-mae:6944.66797 validation_1-mae:7021.23682 [50] validation_0-mae:6920.67480 validation_1-mae:7005.82812 [51] validation_0-mae:6908.85303 validation_1-mae:6996.58643 [52] validation_0-mae:6890.51709 validation_1-mae:6984.64453 [53] validation_0-mae:6871.32324 validation_1-mae:6967.88086 [54] validation_0-mae:6856.89600 validation_1-mae:6955.22559 [55] validation_0-mae:6846.20459 validation_1-mae:6948.78516 [56] validation_0-mae:6826.03027 validation_1-mae:6932.09228 [57] validation_0-mae:6813.08398 validation_1-mae:6923.51562 [58] validation_0-mae:6803.71582 validation_1-mae:6916.74316 [59] validation_0-mae:6786.72754 validation_1-mae:6908.77978 [60] validation_0-mae:6774.04492 validation_1-mae:6898.24853 [61] validation_0-mae:6760.41797 validation_1-mae:6887.51465 [62] validation_0-mae:6749.58691 validation_1-mae:6880.87744 [63] validation_0-mae:6734.16895 validation_1-mae:6868.39990 [64] validation_0-mae:6721.70703 validation_1-mae:6857.95215 [65] validation_0-mae:6710.04395 validation_1-mae:6849.13574 [66] validation_0-mae:6696.66162 validation_1-mae:6835.43408 [67] validation_0-mae:6686.05078 validation_1-mae:6829.71680 [68] validation_0-mae:6675.47510 validation_1-mae:6821.26465 [69] validation_0-mae:6670.55078 validation_1-mae:6817.94141 [70] validation_0-mae:6656.58936 validation_1-mae:6808.79004 [71] validation_0-mae:6645.05908 validation_1-mae:6800.12256 [72] validation_0-mae:6634.14893 validation_1-mae:6795.37988 [73] validation_0-mae:6626.81543 validation_1-mae:6788.99170 [74] validation_0-mae:6615.48486 validation_1-mae:6781.93408 [75] validation_0-mae:6594.62647 validation_1-mae:6763.21484 [76] validation_0-mae:6584.61572 validation_1-mae:6755.49316 [77] validation_0-mae:6580.52246 validation_1-mae:6751.06689 [78] validation_0-mae:6571.61914 validation_1-mae:6743.71777 [79] validation_0-mae:6562.51611 validation_1-mae:6738.94385 [80] validation_0-mae:6553.35889 validation_1-mae:6730.31934 [81] validation_0-mae:6540.77051 validation_1-mae:6722.12647 [82] validation_0-mae:6534.70850 validation_1-mae:6717.64844 [83] validation_0-mae:6526.16943 validation_1-mae:6711.02490 [84] validation_0-mae:6519.55664 validation_1-mae:6708.19727 [85] validation_0-mae:6510.32275 validation_1-mae:6701.50586 [86] validation_0-mae:6502.94092 validation_1-mae:6698.58203 [87] validation_0-mae:6490.16992 validation_1-mae:6688.51416 [88] validation_0-mae:6477.60596 validation_1-mae:6682.65820 [89] validation_0-mae:6471.63135 validation_1-mae:6676.72119 [90] validation_0-mae:6465.46338 validation_1-mae:6672.78369 [91] validation_0-mae:6457.59522 validation_1-mae:6665.82568 [92] validation_0-mae:6450.43164 validation_1-mae:6662.36621 [93] validation_0-mae:6442.52686 validation_1-mae:6659.22022 [94] validation_0-mae:6435.18066 validation_1-mae:6653.87744 [95] validation_0-mae:6427.90039 validation_1-mae:6648.31885 [96] validation_0-mae:6421.48535 validation_1-mae:6644.33496 [97] validation_0-mae:6411.04785 validation_1-mae:6637.94678 [98] validation_0-mae:6403.91064 validation_1-mae:6631.61816 [99] validation_0-mae:6396.84228 validation_1-mae:6626.89111 [100] validation_0-mae:6388.18603 validation_1-mae:6619.92285 [101] validation_0-mae:6385.47559 validation_1-mae:6618.34033 [102] validation_0-mae:6377.70654 validation_1-mae:6615.21436 [103] validation_0-mae:6372.88721 validation_1-mae:6610.72998 [104] validation_0-mae:6367.11963 validation_1-mae:6606.75195 [105] validation_0-mae:6361.61133 validation_1-mae:6602.42822 [106] validation_0-mae:6354.73535 validation_1-mae:6599.75439 [107] validation_0-mae:6351.73486 validation_1-mae:6598.30664 [108] validation_0-mae:6347.29199 validation_1-mae:6595.56787 [109] validation_0-mae:6340.40186 validation_1-mae:6590.62939 [110] validation_0-mae:6332.76660 validation_1-mae:6584.98535 [111] validation_0-mae:6328.40234 validation_1-mae:6582.97119 [112] validation_0-mae:6324.09619 validation_1-mae:6578.96338 [113] validation_0-mae:6317.14746 validation_1-mae:6574.53906 [114] validation_0-mae:6312.28076 validation_1-mae:6571.27734 [115] validation_0-mae:6307.44629 validation_1-mae:6569.30566 [116] validation_0-mae:6303.75098 validation_1-mae:6566.29883 [117] validation_0-mae:6300.46240 validation_1-mae:6565.30420 [118] validation_0-mae:6285.49316 validation_1-mae:6553.90186 [119] validation_0-mae:6280.44287 validation_1-mae:6552.90772 [120] validation_0-mae:6275.94531 validation_1-mae:6551.04785 [121] validation_0-mae:6269.61475 validation_1-mae:6547.51758 [122] validation_0-mae:6265.71728 validation_1-mae:6545.89795 [123] validation_0-mae:6260.69434 validation_1-mae:6541.98096 [124] validation_0-mae:6255.40723 validation_1-mae:6537.56934 [125] validation_0-mae:6252.21533 validation_1-mae:6535.08350 [126] validation_0-mae:6248.73242 validation_1-mae:6532.68555 [127] validation_0-mae:6245.21240 validation_1-mae:6531.46680 [128] validation_0-mae:6239.31397 validation_1-mae:6528.12744 [129] validation_0-mae:6230.73389 validation_1-mae:6521.69189 [130] validation_0-mae:6222.81103 validation_1-mae:6517.56348 [131] validation_0-mae:6215.81250 validation_1-mae:6512.32031 [132] validation_0-mae:6208.52686 validation_1-mae:6505.56299 [133] validation_0-mae:6207.25000 validation_1-mae:6505.02832 [134] validation_0-mae:6200.48145 validation_1-mae:6501.38916 [135] validation_0-mae:6196.98242 validation_1-mae:6500.45703 [136] validation_0-mae:6191.95264 validation_1-mae:6496.23633 [137] validation_0-mae:6185.63721 validation_1-mae:6492.02734 [138] validation_0-mae:6179.22070 validation_1-mae:6487.00391 [139] validation_0-mae:6174.90674 validation_1-mae:6485.57568 [140] validation_0-mae:6170.86084 validation_1-mae:6483.26025 [141] validation_0-mae:6167.00098 validation_1-mae:6480.44238 [142] validation_0-mae:6162.78027 validation_1-mae:6479.66064 [143] validation_0-mae:6159.03955 validation_1-mae:6478.21094 [144] validation_0-mae:6156.55127 validation_1-mae:6476.83887 [145] validation_0-mae:6154.79004 validation_1-mae:6475.62647 [146] validation_0-mae:6150.08594 validation_1-mae:6473.17676 [147] validation_0-mae:6145.03369 validation_1-mae:6471.46094 [148] validation_0-mae:6141.25635 validation_1-mae:6470.14990 [149] validation_0-mae:6133.24219 validation_1-mae:6464.06982 [150] validation_0-mae:6129.84326 validation_1-mae:6462.47266 [151] validation_0-mae:6125.86572 validation_1-mae:6460.16064 [152] validation_0-mae:6117.30566 validation_1-mae:6453.19580 [153] validation_0-mae:6111.80615 validation_1-mae:6449.97070 [154] validation_0-mae:6105.25635 validation_1-mae:6448.61279 [155] validation_0-mae:6100.87012 validation_1-mae:6445.34961 [156] validation_0-mae:6095.81055 validation_1-mae:6442.82227 [157] validation_0-mae:6094.80420 validation_1-mae:6441.69873 [158] validation_0-mae:6091.64258 validation_1-mae:6440.80078 [159] validation_0-mae:6086.85352 validation_1-mae:6436.83838 [160] validation_0-mae:6079.98242 validation_1-mae:6431.36572 [161] validation_0-mae:6076.78516 validation_1-mae:6429.80469 [162] validation_0-mae:6073.68603 validation_1-mae:6428.85303 [163] validation_0-mae:6069.70703 validation_1-mae:6426.24219 [164] validation_0-mae:6066.64600 validation_1-mae:6424.63428 [165] validation_0-mae:6063.58154 validation_1-mae:6424.91846 [166] validation_0-mae:6060.31201 validation_1-mae:6423.29395 [167] validation_0-mae:6057.61572 validation_1-mae:6421.63672 [168] validation_0-mae:6052.45312 validation_1-mae:6419.79053 [169] validation_0-mae:6047.73926 validation_1-mae:6418.08740 [170] validation_0-mae:6045.80615 validation_1-mae:6417.41846 [171] validation_0-mae:6041.22510 validation_1-mae:6418.14160 [172] validation_0-mae:6039.63965 validation_1-mae:6417.96826 [173] validation_0-mae:6036.31836 validation_1-mae:6417.17725 [174] validation_0-mae:6032.70410 validation_1-mae:6415.45166 [175] validation_0-mae:6029.19189 validation_1-mae:6414.11230 [176] validation_0-mae:6025.88672 validation_1-mae:6413.03076 [177] validation_0-mae:6023.56934 validation_1-mae:6411.59228 [178] validation_0-mae:6021.21582 validation_1-mae:6410.46631 [179] validation_0-mae:6018.04834 validation_1-mae:6408.77295 [180] validation_0-mae:6015.53857 validation_1-mae:6406.97998 [181] validation_0-mae:6015.06055 validation_1-mae:6406.83643 [182] validation_0-mae:6008.23633 validation_1-mae:6403.48926 [183] validation_0-mae:5999.70898 validation_1-mae:6398.50391 [184] validation_0-mae:5996.48193 validation_1-mae:6397.33740 [185] validation_0-mae:5991.63135 validation_1-mae:6395.38428 [186] validation_0-mae:5989.04346 validation_1-mae:6395.55322 [187] validation_0-mae:5984.61719 validation_1-mae:6392.92480 [188] validation_0-mae:5980.36475 validation_1-mae:6391.12500 [189] validation_0-mae:5975.98926 validation_1-mae:6388.02148 [190] validation_0-mae:5969.76465 validation_1-mae:6384.94531 [191] validation_0-mae:5966.18164 validation_1-mae:6383.43115 [192] validation_0-mae:5963.09082 validation_1-mae:6382.87402 [193] validation_0-mae:5960.63672 validation_1-mae:6382.24463 [194] validation_0-mae:5959.54102 validation_1-mae:6381.52734 [195] validation_0-mae:5956.40967 validation_1-mae:6380.99219 [196] validation_0-mae:5953.78711 validation_1-mae:6379.01123 [197] validation_0-mae:5951.14551 validation_1-mae:6377.42969 [198] validation_0-mae:5948.77393 validation_1-mae:6376.07959 [199] validation_0-mae:5944.65039 validation_1-mae:6375.02978 [200] validation_0-mae:5942.31055 validation_1-mae:6374.09961 [201] validation_0-mae:5939.12744 validation_1-mae:6373.15967 [202] validation_0-mae:5935.48975 validation_1-mae:6372.63135 [203] validation_0-mae:5933.61426 validation_1-mae:6371.94434 [204] validation_0-mae:5927.83594 validation_1-mae:6370.02832 [205] validation_0-mae:5922.65967 validation_1-mae:6368.98633 [206] validation_0-mae:5918.70752 validation_1-mae:6366.40918 [207] validation_0-mae:5912.37598 validation_1-mae:6361.26318 [208] validation_0-mae:5910.04297 validation_1-mae:6360.69141 [209] validation_0-mae:5909.07812 validation_1-mae:6360.45996 [210] validation_0-mae:5906.16113 validation_1-mae:6359.95068 [211] validation_0-mae:5900.21045 validation_1-mae:6357.29541 [212] validation_0-mae:5896.07422 validation_1-mae:6355.67725 [213] validation_0-mae:5894.13623 validation_1-mae:6355.45996 [214] validation_0-mae:5891.35059 validation_1-mae:6354.46973 [215] validation_0-mae:5886.97900 validation_1-mae:6351.55225 [216] validation_0-mae:5883.60596 validation_1-mae:6351.44092 [217] validation_0-mae:5880.00342 validation_1-mae:6349.76221 [218] validation_0-mae:5878.79150 validation_1-mae:6349.05420 [219] validation_0-mae:5876.90820 validation_1-mae:6348.44824 [220] validation_0-mae:5874.62939 validation_1-mae:6346.75439 [221] validation_0-mae:5872.10400 validation_1-mae:6345.96289 [222] validation_0-mae:5867.57275 validation_1-mae:6343.42236 [223] validation_0-mae:5865.78857 validation_1-mae:6342.70654 [224] validation_0-mae:5865.01758 validation_1-mae:6342.71094 [225] validation_0-mae:5863.58057 validation_1-mae:6341.33545 [226] validation_0-mae:5860.97803 validation_1-mae:6342.02393 [227] validation_0-mae:5856.66406 validation_1-mae:6339.75879 [228] validation_0-mae:5852.91943 validation_1-mae:6336.76172 [229] validation_0-mae:5845.58594 validation_1-mae:6331.01758 [230] validation_0-mae:5839.43750 validation_1-mae:6326.73193 [231] validation_0-mae:5836.72705 validation_1-mae:6325.07422 [232] validation_0-mae:5833.36377 validation_1-mae:6323.32129 [233] validation_0-mae:5828.91455 validation_1-mae:6319.49561 [234] validation_0-mae:5825.32080 validation_1-mae:6318.59814 [235] validation_0-mae:5823.41162 validation_1-mae:6317.40772 [236] validation_0-mae:5821.31934 validation_1-mae:6316.42480 [237] validation_0-mae:5816.73242 validation_1-mae:6314.06397 [238] validation_0-mae:5815.86279 validation_1-mae:6313.62353 [239] validation_0-mae:5811.49121 validation_1-mae:6310.94775 [240] validation_0-mae:5808.39404 validation_1-mae:6309.91455 [241] validation_0-mae:5805.13330 validation_1-mae:6308.61768 [242] validation_0-mae:5803.43408 validation_1-mae:6308.30469 [243] validation_0-mae:5800.56494 validation_1-mae:6306.91016 [244] validation_0-mae:5798.26074 validation_1-mae:6305.47559 [245] validation_0-mae:5795.84180 validation_1-mae:6304.87842 [246] validation_0-mae:5794.55420 validation_1-mae:6304.25781 [247] validation_0-mae:5792.75830 validation_1-mae:6303.96436 [248] validation_0-mae:5789.75293 validation_1-mae:6303.04883 [249] validation_0-mae:5789.15283 validation_1-mae:6302.94727 [250] validation_0-mae:5784.59326 validation_1-mae:6301.14551 [251] validation_0-mae:5782.48291 validation_1-mae:6300.15625 [252] validation_0-mae:5780.14062 validation_1-mae:6299.75879 [253] validation_0-mae:5778.29834 validation_1-mae:6299.24853 [254] validation_0-mae:5776.72998 validation_1-mae:6299.40576 [255] validation_0-mae:5775.72559 validation_1-mae:6299.22314 [256] validation_0-mae:5773.73096 validation_1-mae:6298.58984 [257] validation_0-mae:5771.70215 validation_1-mae:6297.10352 [258] validation_0-mae:5770.25732 validation_1-mae:6296.14014 [259] validation_0-mae:5766.94775 validation_1-mae:6293.25684 [260] validation_0-mae:5765.38672 validation_1-mae:6293.20068 [261] validation_0-mae:5762.74414 validation_1-mae:6292.03272 [262] validation_0-mae:5760.84180 validation_1-mae:6292.51318 [263] validation_0-mae:5758.62353 validation_1-mae:6290.82471 [264] validation_0-mae:5755.70459 validation_1-mae:6290.34912 [265] validation_0-mae:5751.83398 validation_1-mae:6290.22022 [266] validation_0-mae:5748.02930 validation_1-mae:6287.36523 [267] validation_0-mae:5745.39941 validation_1-mae:6286.42822 [268] validation_0-mae:5742.47217 validation_1-mae:6284.46973 [269] validation_0-mae:5736.97705 validation_1-mae:6280.22217 [270] validation_0-mae:5733.43408 validation_1-mae:6279.23389 [271] validation_0-mae:5730.54102 validation_1-mae:6278.11963 [272] validation_0-mae:5723.48926 validation_1-mae:6275.18603 [273] validation_0-mae:5721.64062 validation_1-mae:6274.57520 [274] validation_0-mae:5720.67920 validation_1-mae:6274.90723 [275] validation_0-mae:5719.78760 validation_1-mae:6274.18359 [276] validation_0-mae:5715.82324 validation_1-mae:6271.99316 [277] validation_0-mae:5714.99512 validation_1-mae:6271.65674 [278] validation_0-mae:5713.94873 validation_1-mae:6271.50830 [279] validation_0-mae:5711.12988 validation_1-mae:6270.43359 [280] validation_0-mae:5706.86914 validation_1-mae:6268.40967 [281] validation_0-mae:5704.45312 validation_1-mae:6267.81299 [282] validation_0-mae:5702.69482 validation_1-mae:6266.71826 [283] validation_0-mae:5700.79053 validation_1-mae:6266.34766 [284] validation_0-mae:5698.29395 validation_1-mae:6264.89600 [285] validation_0-mae:5696.75537 validation_1-mae:6264.74072 [286] validation_0-mae:5696.09424 validation_1-mae:6264.49756 [287] validation_0-mae:5695.47803 validation_1-mae:6264.26221 [288] validation_0-mae:5690.74951 validation_1-mae:6262.40918 [289] validation_0-mae:5687.50439 validation_1-mae:6261.63184 [290] validation_0-mae:5685.48828 validation_1-mae:6260.67725 [291] validation_0-mae:5681.98779 validation_1-mae:6259.64844 [292] validation_0-mae:5680.81152 validation_1-mae:6258.72559 [293] validation_0-mae:5677.99609 validation_1-mae:6257.16699 [294] validation_0-mae:5675.66748 validation_1-mae:6256.53613 [295] validation_0-mae:5673.59961 validation_1-mae:6255.90186 [296] validation_0-mae:5672.67432 validation_1-mae:6255.52441 [297] validation_0-mae:5672.39355 validation_1-mae:6255.76367 [298] validation_0-mae:5670.76025 validation_1-mae:6255.17969 [299] validation_0-mae:5666.49609 validation_1-mae:6252.45703 [300] validation_0-mae:5663.90088 validation_1-mae:6251.85156 [301] validation_0-mae:5661.73242 validation_1-mae:6251.84863 [302] validation_0-mae:5660.14648 validation_1-mae:6251.60742 [303] validation_0-mae:5658.27002 validation_1-mae:6251.61426 [304] validation_0-mae:5654.53857 validation_1-mae:6251.26611 [305] validation_0-mae:5652.11084 validation_1-mae:6251.34717 [306] validation_0-mae:5650.68018 validation_1-mae:6251.18506 [307] validation_0-mae:5648.82031 validation_1-mae:6251.72559 [308] validation_0-mae:5647.25342 validation_1-mae:6250.85352 [309] validation_0-mae:5644.01904 validation_1-mae:6249.65381 [310] validation_0-mae:5643.12207 validation_1-mae:6249.25049 [311] validation_0-mae:5640.83789 validation_1-mae:6248.36133 [312] validation_0-mae:5637.75000 validation_1-mae:6247.44922 [313] validation_0-mae:5634.77686 validation_1-mae:6245.37012 [314] validation_0-mae:5631.51611 validation_1-mae:6243.98828 [315] validation_0-mae:5630.05762 validation_1-mae:6243.84814 [316] validation_0-mae:5625.92529 validation_1-mae:6243.31299 [317] validation_0-mae:5624.61523 validation_1-mae:6242.75195 [318] validation_0-mae:5622.19727 validation_1-mae:6242.41846 [319] validation_0-mae:5617.01855 validation_1-mae:6239.55273 [320] validation_0-mae:5613.09668 validation_1-mae:6237.83740 [321] validation_0-mae:5612.01709 validation_1-mae:6237.53467 [322] validation_0-mae:5611.85547 validation_1-mae:6237.76514 [323] validation_0-mae:5606.91992 validation_1-mae:6235.11133 [324] validation_0-mae:5605.77588 validation_1-mae:6234.41943 [325] validation_0-mae:5605.03955 validation_1-mae:6234.10547 [326] validation_0-mae:5602.93945 validation_1-mae:6233.65967 [327] validation_0-mae:5601.30371 validation_1-mae:6233.05518 [328] validation_0-mae:5600.76953 validation_1-mae:6233.07861 [329] validation_0-mae:5598.59717 validation_1-mae:6231.87744 [330] validation_0-mae:5594.14551 validation_1-mae:6230.04199 [331] validation_0-mae:5590.88672 validation_1-mae:6230.17285 [332] validation_0-mae:5587.76123 validation_1-mae:6228.76611 [333] validation_0-mae:5585.78174 validation_1-mae:6228.41895 [334] validation_0-mae:5583.84228 validation_1-mae:6228.60596 [335] validation_0-mae:5581.17920 validation_1-mae:6226.99023 [336] validation_0-mae:5579.10254 validation_1-mae:6226.18848 [337] validation_0-mae:5578.60840 validation_1-mae:6225.83350 [338] validation_0-mae:5576.51514 validation_1-mae:6226.00928 [339] validation_0-mae:5573.92676 validation_1-mae:6223.47314 [340] validation_0-mae:5571.31787 validation_1-mae:6223.31641 [341] validation_0-mae:5569.11377 validation_1-mae:6223.66357 [342] validation_0-mae:5567.29736 validation_1-mae:6223.69775 [343] validation_0-mae:5566.16064 validation_1-mae:6222.83154 [344] validation_0-mae:5562.20703 validation_1-mae:6221.57178 [345] validation_0-mae:5560.90381 validation_1-mae:6220.94434 [346] validation_0-mae:5558.05908 validation_1-mae:6220.18848 [347] validation_0-mae:5557.83936 validation_1-mae:6220.22119 [348] validation_0-mae:5555.32031 validation_1-mae:6220.29443 [349] validation_0-mae:5552.53027 validation_1-mae:6219.90625 [350] validation_0-mae:5549.46533 validation_1-mae:6219.68164 [351] validation_0-mae:5547.34814 validation_1-mae:6219.41357 [352] validation_0-mae:5545.00342 validation_1-mae:6218.18457 [353] validation_0-mae:5541.62891 validation_1-mae:6216.78857 [354] validation_0-mae:5539.54492 validation_1-mae:6216.43018 [355] validation_0-mae:5537.62207 validation_1-mae:6216.78760 [356] validation_0-mae:5532.91016 validation_1-mae:6214.44336 [357] validation_0-mae:5529.62793 validation_1-mae:6214.09961 [358] validation_0-mae:5528.72754 validation_1-mae:6214.03955 [359] validation_0-mae:5528.14404 validation_1-mae:6214.10303 [360] validation_0-mae:5527.60254 validation_1-mae:6214.11377 [361] validation_0-mae:5527.25586 validation_1-mae:6214.06006 [362] validation_0-mae:5525.41211 validation_1-mae:6212.95020 [363] validation_0-mae:5522.79053 validation_1-mae:6212.12939 [364] validation_0-mae:5519.10938 validation_1-mae:6210.74805 [365] validation_0-mae:5518.01660 validation_1-mae:6210.52539 [366] validation_0-mae:5514.26855 validation_1-mae:6208.88623 [367] validation_0-mae:5512.47852 validation_1-mae:6207.95898 [368] validation_0-mae:5509.76562 validation_1-mae:6207.25488 [369] validation_0-mae:5507.55713 validation_1-mae:6205.85498 [370] validation_0-mae:5505.96728 validation_1-mae:6205.43457 [371] validation_0-mae:5504.86475 validation_1-mae:6205.07422 [372] validation_0-mae:5501.99219 validation_1-mae:6203.87695 [373] validation_0-mae:5501.02002 validation_1-mae:6203.72607 [374] validation_0-mae:5496.93164 validation_1-mae:6203.12402 [375] validation_0-mae:5495.40674 validation_1-mae:6203.20654 [376] validation_0-mae:5493.02246 validation_1-mae:6202.80908 [377] validation_0-mae:5490.26367 validation_1-mae:6202.72070 [378] validation_0-mae:5487.12061 validation_1-mae:6201.28320 [379] validation_0-mae:5481.70215 validation_1-mae:6199.75537 [380] validation_0-mae:5480.19043 validation_1-mae:6199.60693 [381] validation_0-mae:5478.77588 validation_1-mae:6199.08789 [382] validation_0-mae:5477.40137 validation_1-mae:6199.09424 [383] validation_0-mae:5474.57520 validation_1-mae:6198.13965 [384] validation_0-mae:5472.26221 validation_1-mae:6197.74512 [385] validation_0-mae:5469.59668 validation_1-mae:6196.12402 [386] validation_0-mae:5466.41357 validation_1-mae:6195.12744 [387] validation_0-mae:5464.02100 validation_1-mae:6194.74219 [388] validation_0-mae:5462.90332 validation_1-mae:6193.62402 [389] validation_0-mae:5460.00391 validation_1-mae:6192.32275 [390] validation_0-mae:5458.12598 validation_1-mae:6192.12451 [391] validation_0-mae:5456.04834 validation_1-mae:6192.29395 [392] validation_0-mae:5453.75635 validation_1-mae:6191.81348 [393] validation_0-mae:5452.96533 validation_1-mae:6191.20947 [394] validation_0-mae:5447.91016 validation_1-mae:6189.63135 [395] validation_0-mae:5445.83398 validation_1-mae:6188.54443 [396] validation_0-mae:5444.22852 validation_1-mae:6187.79150 [397] validation_0-mae:5443.80664 validation_1-mae:6187.92334 [398] validation_0-mae:5443.30615 validation_1-mae:6187.52148 [399] validation_0-mae:5441.99414 validation_1-mae:6187.43555 [400] validation_0-mae:5440.99365 validation_1-mae:6186.70605 [401] validation_0-mae:5439.57031 validation_1-mae:6185.65967 [402] validation_0-mae:5436.87793 validation_1-mae:6185.53467 [403] validation_0-mae:5435.43701 validation_1-mae:6185.21436 [404] validation_0-mae:5434.79541 validation_1-mae:6185.19824 [405] validation_0-mae:5430.78272 validation_1-mae:6183.21728 [406] validation_0-mae:5428.43799 validation_1-mae:6182.11914 [407] validation_0-mae:5426.76123 validation_1-mae:6181.91455 [408] validation_0-mae:5425.57080 validation_1-mae:6181.44385 [409] validation_0-mae:5423.78809 validation_1-mae:6180.80664 [410] validation_0-mae:5422.84033 validation_1-mae:6180.73389 [411] validation_0-mae:5419.52295 validation_1-mae:6179.01562 [412] validation_0-mae:5416.65430 validation_1-mae:6177.42578 [413] validation_0-mae:5414.29395 validation_1-mae:6176.14453 [414] validation_0-mae:5412.43115 validation_1-mae:6174.78564 [415] validation_0-mae:5411.61670 validation_1-mae:6174.91846 [416] validation_0-mae:5410.07764 validation_1-mae:6174.70166 [417] validation_0-mae:5405.86572 validation_1-mae:6174.45801 [418] validation_0-mae:5404.34766 validation_1-mae:6174.98193 [419] validation_0-mae:5403.26172 validation_1-mae:6174.42139 [420] validation_0-mae:5402.83936 validation_1-mae:6174.25830 [421] validation_0-mae:5402.08643 validation_1-mae:6173.85693 [422] validation_0-mae:5401.69238 validation_1-mae:6173.94238 [423] validation_0-mae:5399.77393 validation_1-mae:6174.74512 [424] validation_0-mae:5397.61865 validation_1-mae:6174.05176 [425] validation_0-mae:5395.31152 validation_1-mae:6173.37402 [426] validation_0-mae:5393.52100 validation_1-mae:6172.79834 [427] validation_0-mae:5391.30713 validation_1-mae:6172.44141 [428] validation_0-mae:5390.29443 validation_1-mae:6172.62256 [429] validation_0-mae:5388.21533 validation_1-mae:6172.57764 [430] validation_0-mae:5384.34814 validation_1-mae:6173.26465 [431] validation_0-mae:5380.87402 validation_1-mae:6171.46387 [432] validation_0-mae:5379.03857 validation_1-mae:6171.28223 [433] validation_0-mae:5377.52637 validation_1-mae:6170.53174 [434] validation_0-mae:5374.04102 validation_1-mae:6168.55957 [435] validation_0-mae:5373.45020 validation_1-mae:6168.66113 [436] validation_0-mae:5372.02100 validation_1-mae:6168.21094 [437] validation_0-mae:5370.29688 validation_1-mae:6167.48486 [438] validation_0-mae:5368.70850 validation_1-mae:6167.65234 [439] validation_0-mae:5367.35547 validation_1-mae:6167.28174 [440] validation_0-mae:5366.87500 validation_1-mae:6167.22363 [441] validation_0-mae:5365.73242 validation_1-mae:6166.19922 [442] validation_0-mae:5364.90820 validation_1-mae:6166.03906 [443] validation_0-mae:5363.64893 validation_1-mae:6165.89111 [444] validation_0-mae:5362.52588 validation_1-mae:6166.69580 [445] validation_0-mae:5358.47168 validation_1-mae:6165.98291 [446] validation_0-mae:5356.47119 validation_1-mae:6165.39160 [447] validation_0-mae:5355.66162 validation_1-mae:6165.67822 [448] validation_0-mae:5354.14502 validation_1-mae:6164.46289 [449] validation_0-mae:5349.67285 validation_1-mae:6162.22363 [450] validation_0-mae:5347.86035 validation_1-mae:6161.94238 [451] validation_0-mae:5345.18164 validation_1-mae:6161.35596 [452] validation_0-mae:5343.33838 validation_1-mae:6160.21777 [453] validation_0-mae:5339.88428 validation_1-mae:6158.91895 [454] validation_0-mae:5336.81982 validation_1-mae:6157.38135 [455] validation_0-mae:5335.08984 validation_1-mae:6157.46631 [456] validation_0-mae:5333.14111 validation_1-mae:6156.56641 [457] validation_0-mae:5331.52393 validation_1-mae:6156.65723 [458] validation_0-mae:5330.82227 validation_1-mae:6156.56836 [459] validation_0-mae:5330.15869 validation_1-mae:6156.51904 [460] validation_0-mae:5329.99219 validation_1-mae:6156.48633 [461] validation_0-mae:5328.69434 validation_1-mae:6156.86035 [462] validation_0-mae:5325.90039 validation_1-mae:6156.97314 [463] validation_0-mae:5323.53613 validation_1-mae:6156.69775 [464] validation_0-mae:5321.48145 validation_1-mae:6155.75684 [465] validation_0-mae:5319.16602 validation_1-mae:6154.46826 [466] validation_0-mae:5317.98096 validation_1-mae:6153.78906 [467] validation_0-mae:5315.75195 validation_1-mae:6152.89600 [468] validation_0-mae:5313.56689 validation_1-mae:6152.03760 [469] validation_0-mae:5311.17529 validation_1-mae:6149.85449 [470] validation_0-mae:5308.93213 validation_1-mae:6150.49170 [471] validation_0-mae:5307.16016 validation_1-mae:6150.55029 [472] validation_0-mae:5306.90332 validation_1-mae:6150.34131 [473] validation_0-mae:5305.31397 validation_1-mae:6150.25049 [474] validation_0-mae:5303.54883 validation_1-mae:6150.47217 [475] validation_0-mae:5302.33887 validation_1-mae:6150.87256 [476] validation_0-mae:5300.88184 validation_1-mae:6150.17871 [477] validation_0-mae:5299.31982 validation_1-mae:6149.33887 [478] validation_0-mae:5297.54102 validation_1-mae:6149.37647 [479] validation_0-mae:5295.63623 validation_1-mae:6148.92773 [480] validation_0-mae:5293.37061 validation_1-mae:6147.61426 [481] validation_0-mae:5291.25000 validation_1-mae:6146.70361 [482] validation_0-mae:5290.19922 validation_1-mae:6146.41016 [483] validation_0-mae:5288.62842 validation_1-mae:6146.20410 [484] validation_0-mae:5285.72119 validation_1-mae:6144.82764 [485] validation_0-mae:5282.58105 validation_1-mae:6143.89551 [486] validation_0-mae:5279.26660 validation_1-mae:6142.73682 [487] validation_0-mae:5275.81494 validation_1-mae:6141.27930 [488] validation_0-mae:5274.52295 validation_1-mae:6140.92041 [489] validation_0-mae:5272.73438 validation_1-mae:6139.80371 [490] validation_0-mae:5270.19531 validation_1-mae:6139.34473 [491] validation_0-mae:5268.59717 validation_1-mae:6138.55371 [492] validation_0-mae:5267.53711 validation_1-mae:6138.62695 [493] validation_0-mae:5267.48975 validation_1-mae:6138.71387 [494] validation_0-mae:5267.34717 validation_1-mae:6138.65625 [495] validation_0-mae:5265.87158 validation_1-mae:6138.60254 [496] validation_0-mae:5264.79346 validation_1-mae:6138.83496 [497] validation_0-mae:5264.26562 validation_1-mae:6138.63623 [498] validation_0-mae:5263.59326 validation_1-mae:6138.64893 [499] validation_0-mae:5262.86572 validation_1-mae:6138.52148 [500] validation_0-mae:5261.78906 validation_1-mae:6138.10205 [501] validation_0-mae:5260.84082 validation_1-mae:6138.29541 [502] validation_0-mae:5259.63379 validation_1-mae:6137.64600 [503] validation_0-mae:5258.10059 validation_1-mae:6138.03564 [504] validation_0-mae:5256.24072 validation_1-mae:6137.20947 [505] validation_0-mae:5255.27197 validation_1-mae:6136.58447 [506] validation_0-mae:5252.60400 validation_1-mae:6136.23096 [507] validation_0-mae:5250.11279 validation_1-mae:6135.58838 [508] validation_0-mae:5248.75732 validation_1-mae:6135.01074 [509] validation_0-mae:5246.89746 validation_1-mae:6134.04150 [510] validation_0-mae:5246.03272 validation_1-mae:6133.74170 [511] validation_0-mae:5244.42822 validation_1-mae:6133.08691 [512] validation_0-mae:5242.75488 validation_1-mae:6131.73145 [513] validation_0-mae:5241.14551 validation_1-mae:6131.19385 [514] validation_0-mae:5238.84131 validation_1-mae:6130.22998 [515] validation_0-mae:5237.41162 validation_1-mae:6130.21094 [516] validation_0-mae:5237.30078 validation_1-mae:6130.26855 [517] validation_0-mae:5236.16943 validation_1-mae:6130.25000 [518] validation_0-mae:5234.49414 validation_1-mae:6130.30615 [519] validation_0-mae:5233.35889 validation_1-mae:6129.92529 [520] validation_0-mae:5231.87305 validation_1-mae:6129.53320 [521] validation_0-mae:5230.46436 validation_1-mae:6129.15283 [522] validation_0-mae:5228.43359 validation_1-mae:6128.86426 [523] validation_0-mae:5228.07129 validation_1-mae:6128.79639 [524] validation_0-mae:5226.75781 validation_1-mae:6127.99512 [525] validation_0-mae:5225.42529 validation_1-mae:6127.70605 [526] validation_0-mae:5224.77197 validation_1-mae:6127.80078 [527] validation_0-mae:5224.03027 validation_1-mae:6127.81641 [528] validation_0-mae:5222.48291 validation_1-mae:6127.75488 [529] validation_0-mae:5221.24316 validation_1-mae:6128.07129 [530] validation_0-mae:5220.38428 validation_1-mae:6128.05273 [531] validation_0-mae:5220.24072 validation_1-mae:6127.97607 [532] validation_0-mae:5217.66357 validation_1-mae:6127.59717 [533] validation_0-mae:5215.41309 validation_1-mae:6127.61182 [534] validation_0-mae:5213.59375 validation_1-mae:6127.05664 [535] validation_0-mae:5212.56006 validation_1-mae:6127.51953 [536] validation_0-mae:5211.70752 validation_1-mae:6127.32471 [537] validation_0-mae:5211.31592 validation_1-mae:6127.33545 [538] validation_0-mae:5210.81641 validation_1-mae:6127.51270 [539] validation_0-mae:5209.14600 validation_1-mae:6127.58545 [540] validation_0-mae:5207.30615 validation_1-mae:6127.41309 [541] validation_0-mae:5205.20117 validation_1-mae:6126.81787 [542] validation_0-mae:5203.21680 validation_1-mae:6125.50000 [543] validation_0-mae:5201.37744 validation_1-mae:6124.83740 [544] validation_0-mae:5200.08447 validation_1-mae:6124.93359 [545] validation_0-mae:5198.43506 validation_1-mae:6124.88135 [546] validation_0-mae:5196.40869 validation_1-mae:6124.86523 [547] validation_0-mae:5195.25537 validation_1-mae:6124.17627 [548] validation_0-mae:5192.37842 validation_1-mae:6124.17725 [549] validation_0-mae:5191.58936 validation_1-mae:6123.82275 [550] validation_0-mae:5189.79980 validation_1-mae:6123.01709 [551] validation_0-mae:5189.65234 validation_1-mae:6122.91357 [552] validation_0-mae:5187.56006 validation_1-mae:6122.42480 [553] validation_0-mae:5186.45605 validation_1-mae:6122.32764 [554] validation_0-mae:5185.65381 validation_1-mae:6122.32568 [555] validation_0-mae:5185.44775 validation_1-mae:6122.43018 [556] validation_0-mae:5184.18311 validation_1-mae:6122.34424 [557] validation_0-mae:5182.61572 validation_1-mae:6121.67139 [558] validation_0-mae:5180.41064 validation_1-mae:6120.71143 [559] validation_0-mae:5179.83008 validation_1-mae:6120.58154 [560] validation_0-mae:5178.52734 validation_1-mae:6119.83740 [561] validation_0-mae:5176.96045 validation_1-mae:6119.99316 [562] validation_0-mae:5175.53027 validation_1-mae:6119.40918 [563] validation_0-mae:5174.84717 validation_1-mae:6118.96582 [564] validation_0-mae:5174.25342 validation_1-mae:6119.07031 [565] validation_0-mae:5172.79932 validation_1-mae:6118.78760 [566] validation_0-mae:5170.50488 validation_1-mae:6117.67188 [567] validation_0-mae:5169.77637 validation_1-mae:6117.48047 [568] validation_0-mae:5166.61621 validation_1-mae:6115.74121 [569] validation_0-mae:5164.54785 validation_1-mae:6115.31885 [570] validation_0-mae:5161.88770 validation_1-mae:6114.46826 [571] validation_0-mae:5161.12891 validation_1-mae:6114.86377 [572] validation_0-mae:5160.45410 validation_1-mae:6114.47607 [573] validation_0-mae:5159.10303 validation_1-mae:6114.39014 [574] validation_0-mae:5156.63477 validation_1-mae:6115.09961 [575] validation_0-mae:5156.29688 validation_1-mae:6114.88623 [576] validation_0-mae:5152.75537 validation_1-mae:6113.71045 [577] validation_0-mae:5148.20264 validation_1-mae:6113.19287 [578] validation_0-mae:5146.43897 validation_1-mae:6112.77881 [579] validation_0-mae:5146.09131 validation_1-mae:6113.01660 [580] validation_0-mae:5145.80469 validation_1-mae:6112.94385 [581] validation_0-mae:5143.35352 validation_1-mae:6112.67871 [582] validation_0-mae:5142.01367 validation_1-mae:6113.08154 [583] validation_0-mae:5141.78467 validation_1-mae:6112.96143 [584] validation_0-mae:5139.22656 validation_1-mae:6111.83496 [585] validation_0-mae:5136.04053 validation_1-mae:6110.83105 [586] validation_0-mae:5133.33691 validation_1-mae:6110.68408 [587] validation_0-mae:5131.44043 validation_1-mae:6108.91650 [588] validation_0-mae:5129.84326 validation_1-mae:6108.34473 [589] validation_0-mae:5128.31738 validation_1-mae:6107.39404 [590] validation_0-mae:5125.69287 validation_1-mae:6106.89111 [591] validation_0-mae:5123.70166 validation_1-mae:6105.49609 [592] validation_0-mae:5121.72852 validation_1-mae:6104.34228 [593] validation_0-mae:5120.74414 validation_1-mae:6104.52930 [594] validation_0-mae:5119.67383 validation_1-mae:6104.36377 [595] validation_0-mae:5117.51660 validation_1-mae:6103.54590 [596] validation_0-mae:5116.29248 validation_1-mae:6102.80957 [597] validation_0-mae:5114.38379 validation_1-mae:6103.13232 [598] validation_0-mae:5112.93066 validation_1-mae:6103.20947 [599] validation_0-mae:5111.34912 validation_1-mae:6102.65234 [600] validation_0-mae:5110.12256 validation_1-mae:6102.26904 [601] validation_0-mae:5109.31299 validation_1-mae:6102.07520 [602] validation_0-mae:5109.02930 validation_1-mae:6102.14893 [603] validation_0-mae:5107.51514 validation_1-mae:6102.06787 [604] validation_0-mae:5106.45215 validation_1-mae:6102.17236 [605] validation_0-mae:5106.07715 validation_1-mae:6102.69629 [606] validation_0-mae:5105.89258 validation_1-mae:6102.52002 [607] validation_0-mae:5104.55420 validation_1-mae:6102.25684 [608] validation_0-mae:5103.51416 validation_1-mae:6101.54736 [609] validation_0-mae:5100.91211 validation_1-mae:6101.61475 [610] validation_0-mae:5099.73047 validation_1-mae:6100.83496 [611] validation_0-mae:5098.83252 validation_1-mae:6101.18311 [612] validation_0-mae:5095.96533 validation_1-mae:6101.01807 [613] validation_0-mae:5093.94971 validation_1-mae:6100.47022 [614] validation_0-mae:5092.73730 validation_1-mae:6099.66895 [615] validation_0-mae:5092.00049 validation_1-mae:6099.58887 [616] validation_0-mae:5090.28174 validation_1-mae:6098.97119 [617] validation_0-mae:5089.22119 validation_1-mae:6098.88623 [618] validation_0-mae:5087.49512 validation_1-mae:6098.47022 [619] validation_0-mae:5085.62842 validation_1-mae:6098.53174 [620] validation_0-mae:5085.42090 validation_1-mae:6098.60107 [621] validation_0-mae:5083.80127 validation_1-mae:6098.26660 [622] validation_0-mae:5081.26465 validation_1-mae:6098.27344 [623] validation_0-mae:5080.32715 validation_1-mae:6098.25342 [624] validation_0-mae:5079.33789 validation_1-mae:6098.05176 [625] validation_0-mae:5077.21289 validation_1-mae:6098.27344 [626] validation_0-mae:5074.83887 validation_1-mae:6097.81982 [627] validation_0-mae:5072.25391 validation_1-mae:6096.93897 [628] validation_0-mae:5071.31738 validation_1-mae:6096.92383 [629] validation_0-mae:5070.48291 validation_1-mae:6097.69141 [630] validation_0-mae:5069.18945 validation_1-mae:6097.38086 [631] validation_0-mae:5068.48682 validation_1-mae:6097.60352 [632] validation_0-mae:5067.95605 validation_1-mae:6097.44482 [633] validation_0-mae:5067.00928 validation_1-mae:6097.50147 [634] validation_0-mae:5066.07715 validation_1-mae:6097.01416 [635] validation_0-mae:5065.99853 validation_1-mae:6097.00635 [636] validation_0-mae:5064.47559 validation_1-mae:6097.07031 [637] validation_0-mae:5061.30713 validation_1-mae:6096.10254 [638] validation_0-mae:5061.03223 validation_1-mae:6096.29346 [639] validation_0-mae:5060.01074 validation_1-mae:6096.44238 [640] validation_0-mae:5056.20264 validation_1-mae:6096.04932 [641] validation_0-mae:5054.67822 validation_1-mae:6095.94238 [642] validation_0-mae:5053.45361 validation_1-mae:6095.85596 [643] validation_0-mae:5052.21777 validation_1-mae:6095.69043 [644] validation_0-mae:5050.51074 validation_1-mae:6094.99463 [645] validation_0-mae:5048.46973 validation_1-mae:6093.82031 [646] validation_0-mae:5047.57471 validation_1-mae:6094.07617 [647] validation_0-mae:5046.62891 validation_1-mae:6093.49707 [648] validation_0-mae:5046.09619 validation_1-mae:6093.47998 [649] validation_0-mae:5045.71143 validation_1-mae:6093.45801 [650] validation_0-mae:5043.67725 validation_1-mae:6093.77588 [651] validation_0-mae:5042.58887 validation_1-mae:6094.04736 [652] validation_0-mae:5041.87549 validation_1-mae:6093.72949 [653] validation_0-mae:5040.55615 validation_1-mae:6093.26074 [654] validation_0-mae:5038.27783 validation_1-mae:6092.66895 [655] validation_0-mae:5036.62451 validation_1-mae:6092.14453 [656] validation_0-mae:5036.32812 validation_1-mae:6092.06738 [657] validation_0-mae:5035.11963 validation_1-mae:6091.64160 [658] validation_0-mae:5033.29541 validation_1-mae:6090.93018 [659] validation_0-mae:5032.59180 validation_1-mae:6090.43701 [660] validation_0-mae:5032.02734 validation_1-mae:6090.07031 [661] validation_0-mae:5031.97070 validation_1-mae:6090.11963 [662] validation_0-mae:5029.32812 validation_1-mae:6089.23486 [663] validation_0-mae:5028.23438 validation_1-mae:6088.81689 [664] validation_0-mae:5028.13770 validation_1-mae:6088.93164 [665] validation_0-mae:5027.54443 validation_1-mae:6088.88477 [666] validation_0-mae:5025.99268 validation_1-mae:6088.12158 [667] validation_0-mae:5023.95996 validation_1-mae:6088.45117 [668] validation_0-mae:5021.22998 validation_1-mae:6088.44824 [669] validation_0-mae:5019.47314 validation_1-mae:6088.07275 [670] validation_0-mae:5016.56787 validation_1-mae:6087.89355 [671] validation_0-mae:5014.94092 validation_1-mae:6087.96973 [672] validation_0-mae:5013.12891 validation_1-mae:6087.07764 [673] validation_0-mae:5011.63672 validation_1-mae:6086.26465 [674] validation_0-mae:5009.54932 validation_1-mae:6085.76367 [675] validation_0-mae:5006.33496 validation_1-mae:6084.14697 [676] validation_0-mae:5004.67871 validation_1-mae:6084.19971 [677] validation_0-mae:5003.45361 validation_1-mae:6084.25049 [678] validation_0-mae:5001.18115 validation_1-mae:6083.91406 [679] validation_0-mae:4998.99023 validation_1-mae:6083.67773 [680] validation_0-mae:4995.76318 validation_1-mae:6081.50147 [681] validation_0-mae:4994.13916 validation_1-mae:6082.03027 [682] validation_0-mae:4993.06103 validation_1-mae:6081.81787 [683] validation_0-mae:4992.07715 validation_1-mae:6082.07227 [684] validation_0-mae:4990.64453 validation_1-mae:6081.56885 [685] validation_0-mae:4988.99219 validation_1-mae:6081.05713 [686] validation_0-mae:4986.97363 validation_1-mae:6080.70020 [687] validation_0-mae:4985.34863 validation_1-mae:6080.25732 [688] validation_0-mae:4983.71924 validation_1-mae:6080.31250 [689] validation_0-mae:4982.48926 validation_1-mae:6079.80225 [690] validation_0-mae:4981.13965 validation_1-mae:6080.05664 [691] validation_0-mae:4980.39258 validation_1-mae:6080.06348 [692] validation_0-mae:4979.32764 validation_1-mae:6079.58984 [693] validation_0-mae:4978.46631 validation_1-mae:6079.18018 [694] validation_0-mae:4977.27148 validation_1-mae:6078.75049 [695] validation_0-mae:4974.71533 validation_1-mae:6078.71875 [696] validation_0-mae:4974.06934 validation_1-mae:6078.72217 [697] validation_0-mae:4973.87891 validation_1-mae:6078.55420 [698] validation_0-mae:4972.98145 validation_1-mae:6077.90332 [699] validation_0-mae:4972.81641 validation_1-mae:6078.02832 [700] validation_0-mae:4972.57227 validation_1-mae:6077.78076 [701] validation_0-mae:4970.33838 validation_1-mae:6077.04297 [702] validation_0-mae:4969.30518 validation_1-mae:6077.32422 [703] validation_0-mae:4967.37158 validation_1-mae:6076.25586 [704] validation_0-mae:4965.25293 validation_1-mae:6075.93213 [705] validation_0-mae:4963.99658 validation_1-mae:6075.56592 [706] validation_0-mae:4962.85547 validation_1-mae:6075.70361 [707] validation_0-mae:4961.39307 validation_1-mae:6075.72070 [708] validation_0-mae:4960.72998 validation_1-mae:6075.54492 [709] validation_0-mae:4959.67676 validation_1-mae:6075.18311 [710] validation_0-mae:4958.79346 validation_1-mae:6075.21240 [711] validation_0-mae:4957.12598 validation_1-mae:6074.38379 [712] validation_0-mae:4956.63672 validation_1-mae:6073.94482 [713] validation_0-mae:4955.21191 validation_1-mae:6073.79736 [714] validation_0-mae:4955.03809 validation_1-mae:6073.84033 [715] validation_0-mae:4954.88525 validation_1-mae:6073.74951 [716] validation_0-mae:4954.29102 validation_1-mae:6073.50439 [717] validation_0-mae:4953.35400 validation_1-mae:6072.97656 [718] validation_0-mae:4951.13477 validation_1-mae:6071.52832 [719] validation_0-mae:4949.46728 validation_1-mae:6071.16650 [720] validation_0-mae:4949.19189 validation_1-mae:6071.20557 [721] validation_0-mae:4948.95410 validation_1-mae:6071.24121 [722] validation_0-mae:4948.75830 validation_1-mae:6071.36230 [723] validation_0-mae:4946.61572 validation_1-mae:6071.78223 [724] validation_0-mae:4945.76221 validation_1-mae:6071.59424 [725] validation_0-mae:4943.79688 validation_1-mae:6071.45068 [726] validation_0-mae:4942.02588 validation_1-mae:6071.05713 [727] validation_0-mae:4939.93555 validation_1-mae:6070.44092 [728] validation_0-mae:4938.21631 validation_1-mae:6070.50977 [729] validation_0-mae:4935.99219 validation_1-mae:6069.78223 [730] validation_0-mae:4934.15234 validation_1-mae:6070.67139 [731] validation_0-mae:4932.99023 validation_1-mae:6070.53076 [732] validation_0-mae:4931.04102 validation_1-mae:6069.90039 [733] validation_0-mae:4928.59277 validation_1-mae:6069.19238 [734] validation_0-mae:4927.17529 validation_1-mae:6069.52002 [735] validation_0-mae:4926.45020 validation_1-mae:6069.25781 [736] validation_0-mae:4924.75537 validation_1-mae:6069.34619 [737] validation_0-mae:4923.84619 validation_1-mae:6069.31641 [738] validation_0-mae:4920.82227 validation_1-mae:6068.60547 [739] validation_0-mae:4918.63623 validation_1-mae:6067.70459 [740] validation_0-mae:4917.06348 validation_1-mae:6067.19531 [741] validation_0-mae:4916.10742 validation_1-mae:6067.66357 [742] validation_0-mae:4914.28906 validation_1-mae:6068.58643 [743] validation_0-mae:4913.69727 validation_1-mae:6068.06592 [744] validation_0-mae:4912.68603 validation_1-mae:6067.37647 [745] validation_0-mae:4911.70020 validation_1-mae:6067.07715 [746] validation_0-mae:4910.06152 validation_1-mae:6067.64844 [747] validation_0-mae:4909.31201 validation_1-mae:6067.52539 [748] validation_0-mae:4908.54980 validation_1-mae:6067.50244 [749] validation_0-mae:4908.39209 validation_1-mae:6067.41455 [750] validation_0-mae:4905.64551 validation_1-mae:6067.10840 [751] validation_0-mae:4905.18555 validation_1-mae:6067.18750 [752] validation_0-mae:4904.35254 validation_1-mae:6067.03125 [753] validation_0-mae:4902.23535 validation_1-mae:6066.15137 [754] validation_0-mae:4901.20068 validation_1-mae:6066.25098 [755] validation_0-mae:4899.06738 validation_1-mae:6066.26611 [756] validation_0-mae:4898.60156 validation_1-mae:6066.16260 [757] validation_0-mae:4897.06103 validation_1-mae:6066.21777 [758] validation_0-mae:4895.53174 validation_1-mae:6065.90137 [759] validation_0-mae:4895.34522 validation_1-mae:6065.96680 [760] validation_0-mae:4894.78027 validation_1-mae:6065.69287 [761] validation_0-mae:4893.47852 validation_1-mae:6065.01855 [762] validation_0-mae:4891.12207 validation_1-mae:6064.66309 [763] validation_0-mae:4889.84912 validation_1-mae:6064.26660 [764] validation_0-mae:4889.21875 validation_1-mae:6064.05078 [765] validation_0-mae:4888.02344 validation_1-mae:6064.35547 [766] validation_0-mae:4887.82227 validation_1-mae:6064.42334 [767] validation_0-mae:4886.90625 validation_1-mae:6064.08301 [768] validation_0-mae:4885.40332 validation_1-mae:6063.84522 [769] validation_0-mae:4885.36670 validation_1-mae:6063.89111 [770] validation_0-mae:4884.16504 validation_1-mae:6062.97607 [771] validation_0-mae:4882.87061 validation_1-mae:6062.70605 [772] validation_0-mae:4881.78613 validation_1-mae:6062.04590 [773] validation_0-mae:4879.88086 validation_1-mae:6062.03564 [774] validation_0-mae:4876.88623 validation_1-mae:6061.76758 [775] validation_0-mae:4874.01123 validation_1-mae:6061.75147 [776] validation_0-mae:4871.24756 validation_1-mae:6062.13477 [777] validation_0-mae:4868.68750 validation_1-mae:6062.74170 [778] validation_0-mae:4867.35645 validation_1-mae:6061.77441 [779] validation_0-mae:4866.58936 validation_1-mae:6062.02100 [780] validation_0-mae:4865.77637 validation_1-mae:6061.75147 [781] validation_0-mae:4864.31348 validation_1-mae:6061.31494 [782] validation_0-mae:4862.60107 validation_1-mae:6060.45410 [783] validation_0-mae:4861.78027 validation_1-mae:6060.04688 [784] validation_0-mae:4859.55127 validation_1-mae:6059.67041 [785] validation_0-mae:4858.80371 validation_1-mae:6059.68603 [786] validation_0-mae:4857.06836 validation_1-mae:6059.91992 [787] validation_0-mae:4855.63184 validation_1-mae:6058.90186 [788] validation_0-mae:4854.76025 validation_1-mae:6059.20557 [789] validation_0-mae:4853.96094 validation_1-mae:6059.40527 [790] validation_0-mae:4852.86719 validation_1-mae:6059.63770 [791] validation_0-mae:4852.20020 validation_1-mae:6059.69287 [792] validation_0-mae:4851.76416 validation_1-mae:6059.43945 [793] validation_0-mae:4850.00098 validation_1-mae:6059.43603 [794] validation_0-mae:4849.91162 validation_1-mae:6059.49316 [795] validation_0-mae:4848.54297 validation_1-mae:6059.41504 [796] validation_0-mae:4846.89453 validation_1-mae:6059.09766 [797] validation_0-mae:4845.01172 validation_1-mae:6059.40283 [798] validation_0-mae:4843.74072 validation_1-mae:6059.11865 [799] validation_0-mae:4842.54541 validation_1-mae:6058.47022 [800] validation_0-mae:4842.23584 validation_1-mae:6058.46191 [801] validation_0-mae:4839.86816 validation_1-mae:6058.54395 [802] validation_0-mae:4839.00147 validation_1-mae:6058.26953 [803] validation_0-mae:4837.79590 validation_1-mae:6058.07422 [804] validation_0-mae:4836.47900 validation_1-mae:6058.03857 [805] validation_0-mae:4832.51514 validation_1-mae:6056.75049 [806] validation_0-mae:4832.25195 validation_1-mae:6056.43555 [807] validation_0-mae:4831.85889 validation_1-mae:6056.28467 [808] validation_0-mae:4829.09766 validation_1-mae:6054.89453 [809] validation_0-mae:4827.33838 validation_1-mae:6055.14941 [810] validation_0-mae:4826.37402 validation_1-mae:6055.46680 [811] validation_0-mae:4826.03076 validation_1-mae:6055.37109 [812] validation_0-mae:4825.09619 validation_1-mae:6055.21289 [813] validation_0-mae:4823.66357 validation_1-mae:6054.83887 [814] validation_0-mae:4821.98779 validation_1-mae:6054.51123 [815] validation_0-mae:4821.52100 validation_1-mae:6054.47607 [816] validation_0-mae:4819.73145 validation_1-mae:6053.52295 [817] validation_0-mae:4818.43506 validation_1-mae:6053.16797 [818] validation_0-mae:4817.77539 validation_1-mae:6053.10449 [819] validation_0-mae:4816.13965 validation_1-mae:6053.12647 [820] validation_0-mae:4816.01074 validation_1-mae:6053.05811 [821] validation_0-mae:4814.12549 validation_1-mae:6052.47949 [822] validation_0-mae:4813.62402 validation_1-mae:6052.08008 [823] validation_0-mae:4813.38965 validation_1-mae:6052.15430 [824] validation_0-mae:4811.84668 validation_1-mae:6051.81201 [825] validation_0-mae:4809.94385 validation_1-mae:6051.23730 [826] validation_0-mae:4808.89600 validation_1-mae:6051.85400 [827] validation_0-mae:4807.57031 validation_1-mae:6051.83691 [828] validation_0-mae:4805.94385 validation_1-mae:6051.75928 [829] validation_0-mae:4804.82324 validation_1-mae:6051.31787 [830] validation_0-mae:4801.50147 validation_1-mae:6050.70361 [831] validation_0-mae:4799.22022 validation_1-mae:6049.55518 [832] validation_0-mae:4796.31592 validation_1-mae:6048.64209 [833] validation_0-mae:4795.88281 validation_1-mae:6048.52197 [834] validation_0-mae:4794.37939 validation_1-mae:6048.87939 [835] validation_0-mae:4792.84131 validation_1-mae:6048.24365 [836] validation_0-mae:4791.06494 validation_1-mae:6047.85596 [837] validation_0-mae:4789.39600 validation_1-mae:6047.76318 [838] validation_0-mae:4788.28809 validation_1-mae:6047.51074 [839] validation_0-mae:4785.35498 validation_1-mae:6046.89014 [840] validation_0-mae:4783.10498 validation_1-mae:6046.08545 [841] validation_0-mae:4780.16992 validation_1-mae:6045.39453 [842] validation_0-mae:4779.89893 validation_1-mae:6045.17334 [843] validation_0-mae:4778.62549 validation_1-mae:6044.52441 [844] validation_0-mae:4777.38965 validation_1-mae:6044.79102 [845] validation_0-mae:4776.43311 validation_1-mae:6044.62695 [846] validation_0-mae:4775.87891 validation_1-mae:6044.64258 [847] validation_0-mae:4775.52295 validation_1-mae:6044.64014 [848] validation_0-mae:4775.32568 validation_1-mae:6044.63037 [849] validation_0-mae:4773.90772 validation_1-mae:6045.35156 [850] validation_0-mae:4772.16553 validation_1-mae:6045.22900 [851] validation_0-mae:4772.00684 validation_1-mae:6045.04199 [852] validation_0-mae:4770.43897 validation_1-mae:6044.27539 [853] validation_0-mae:4769.56592 validation_1-mae:6044.23926 [854] validation_0-mae:4768.95215 validation_1-mae:6044.60156 [855] validation_0-mae:4768.51074 validation_1-mae:6044.73193 [856] validation_0-mae:4767.21973 validation_1-mae:6044.15625 [857] validation_0-mae:4764.76074 validation_1-mae:6044.37842 [858] validation_0-mae:4762.15332 validation_1-mae:6043.44238 [859] validation_0-mae:4759.52783 validation_1-mae:6044.01416 [860] validation_0-mae:4758.57715 validation_1-mae:6044.26855 [861] validation_0-mae:4757.91699 validation_1-mae:6044.35889 [862] validation_0-mae:4756.05859 validation_1-mae:6043.06592 [863] validation_0-mae:4754.45410 validation_1-mae:6043.23291 [864] validation_0-mae:4752.82715 validation_1-mae:6043.96728 [865] validation_0-mae:4750.70117 validation_1-mae:6044.26416 [866] validation_0-mae:4749.30615 validation_1-mae:6044.30566 [867] validation_0-mae:4747.52783 validation_1-mae:6045.01416 [868] validation_0-mae:4746.59277 validation_1-mae:6044.71728 [869] validation_0-mae:4745.67285 validation_1-mae:6044.49658 [870] validation_0-mae:4743.84522 validation_1-mae:6044.75195 [871] validation_0-mae:4742.79834 validation_1-mae:6045.55908 [872] validation_0-mae:4741.13281 validation_1-mae:6045.04102 [873] validation_0-mae:4739.34228 validation_1-mae:6045.26270 [874] validation_0-mae:4737.71680 validation_1-mae:6045.62939 [875] validation_0-mae:4737.03809 validation_1-mae:6045.27344 [876] validation_0-mae:4736.02930 validation_1-mae:6045.65527 [877] validation_0-mae:4735.06152 validation_1-mae:6045.27930 [878] validation_0-mae:4733.90430 validation_1-mae:6044.78613 [879] validation_0-mae:4732.53076 validation_1-mae:6044.80664 [880] validation_0-mae:4731.87061 validation_1-mae:6044.66016 [881] validation_0-mae:4731.41064 validation_1-mae:6044.67480 [882] validation_0-mae:4731.37500 validation_1-mae:6044.72754 [883] validation_0-mae:4731.24463 validation_1-mae:6044.72314 [884] validation_0-mae:4730.72705 validation_1-mae:6044.59570 [885] validation_0-mae:4729.50488 validation_1-mae:6044.26172 [886] validation_0-mae:4728.09912 validation_1-mae:6044.76611 [887] validation_0-mae:4727.34717 validation_1-mae:6044.68848 [888] validation_0-mae:4725.31201 validation_1-mae:6044.92090 [889] validation_0-mae:4725.27930 validation_1-mae:6045.01855 [890] validation_0-mae:4723.77051 validation_1-mae:6044.92480 [891] validation_0-mae:4722.09082 validation_1-mae:6045.09277 [892] validation_0-mae:4721.35840 validation_1-mae:6044.99902 [893] validation_0-mae:4720.73193 validation_1-mae:6044.79102 [894] validation_0-mae:4719.81689 validation_1-mae:6044.46973 [895] validation_0-mae:4717.89746 validation_1-mae:6043.48682 [896] validation_0-mae:4717.34326 validation_1-mae:6043.21338 [897] validation_0-mae:4716.60889 validation_1-mae:6043.23486 [898] validation_0-mae:4714.11670 validation_1-mae:6043.16553 [899] validation_0-mae:4713.24561 validation_1-mae:6043.20117 [900] validation_0-mae:4712.18799 validation_1-mae:6043.06103 [901] validation_0-mae:4711.26562 validation_1-mae:6043.12939 [902] validation_0-mae:4710.11084 validation_1-mae:6043.04150 [903] validation_0-mae:4709.34668 validation_1-mae:6042.77930 [904] validation_0-mae:4709.29590 validation_1-mae:6042.78760 [905] validation_0-mae:4706.53272 validation_1-mae:6040.88965 [906] validation_0-mae:4705.60400 validation_1-mae:6041.07471 [907] validation_0-mae:4704.56152 validation_1-mae:6040.47705 [908] validation_0-mae:4703.37451 validation_1-mae:6040.21973 [909] validation_0-mae:4700.84424 validation_1-mae:6039.78516 [910] validation_0-mae:4699.72217 validation_1-mae:6039.35840 [911] validation_0-mae:4696.94775 validation_1-mae:6038.30322 [912] validation_0-mae:4696.64453 validation_1-mae:6038.38330 [913] validation_0-mae:4694.62500 validation_1-mae:6038.51514 [914] validation_0-mae:4693.84522 validation_1-mae:6038.42871 [915] validation_0-mae:4692.37353 validation_1-mae:6038.34180 [916] validation_0-mae:4690.74805 validation_1-mae:6038.04541 [917] validation_0-mae:4689.66504 validation_1-mae:6037.75928 [918] validation_0-mae:4688.31934 validation_1-mae:6038.21143 [919] validation_0-mae:4687.50781 validation_1-mae:6037.86133 [920] validation_0-mae:4686.53272 validation_1-mae:6037.81201 [921] validation_0-mae:4684.80273 validation_1-mae:6038.26904 [922] validation_0-mae:4683.88525 validation_1-mae:6038.27393 [923] validation_0-mae:4682.66748 validation_1-mae:6038.31787 [924] validation_0-mae:4681.79053 validation_1-mae:6038.09082 [925] validation_0-mae:4680.81299 validation_1-mae:6037.86328 [926] validation_0-mae:4679.58008 validation_1-mae:6037.94141 [927] validation_0-mae:4679.13037 validation_1-mae:6037.95996 [928] validation_0-mae:4678.35742 validation_1-mae:6037.74268 [929] validation_0-mae:4676.40820 validation_1-mae:6037.45117 [930] validation_0-mae:4674.86816 validation_1-mae:6037.83057 [931] validation_0-mae:4674.33008 validation_1-mae:6037.90478 [932] validation_0-mae:4673.23730 validation_1-mae:6038.30811 [933] validation_0-mae:4671.97266 validation_1-mae:6038.26270 [934] validation_0-mae:4671.83936 validation_1-mae:6038.22412 [935] validation_0-mae:4671.20557 validation_1-mae:6037.92725 [936] validation_0-mae:4669.43945 validation_1-mae:6037.07520 [937] validation_0-mae:4667.70898 validation_1-mae:6036.93848 [938] validation_0-mae:4667.02246 validation_1-mae:6036.97998 [939] validation_0-mae:4666.47266 validation_1-mae:6036.85791 [940] validation_0-mae:4665.21777 validation_1-mae:6036.74316 [941] validation_0-mae:4663.98242 validation_1-mae:6036.15137 [942] validation_0-mae:4663.46289 validation_1-mae:6036.15137 [943] validation_0-mae:4663.27197 validation_1-mae:6036.28272 [944] validation_0-mae:4662.32227 validation_1-mae:6036.11279 [945] validation_0-mae:4661.21582 validation_1-mae:6035.30566 [946] validation_0-mae:4660.48682 validation_1-mae:6035.39600 [947] validation_0-mae:4659.86279 validation_1-mae:6035.66309 [948] validation_0-mae:4659.81250 validation_1-mae:6035.69434 [949] validation_0-mae:4658.87891 validation_1-mae:6035.61133 [950] validation_0-mae:4658.74853 validation_1-mae:6035.63623 [951] validation_0-mae:4658.09570 validation_1-mae:6035.95312 [952] validation_0-mae:4656.54590 validation_1-mae:6035.34033 [953] validation_0-mae:4654.62647 validation_1-mae:6035.23242 [954] validation_0-mae:4653.44775 validation_1-mae:6035.56299 [955] validation_0-mae:4652.17822 validation_1-mae:6035.54199 [956] validation_0-mae:4651.29980 validation_1-mae:6036.27490 [957] validation_0-mae:4648.59180 validation_1-mae:6036.24072 [958] validation_0-mae:4646.67480 validation_1-mae:6035.49902 [959] validation_0-mae:4644.86230 validation_1-mae:6035.07227 [960] validation_0-mae:4643.39502 validation_1-mae:6035.45166 [961] validation_0-mae:4642.11279 validation_1-mae:6035.05811 [962] validation_0-mae:4639.36768 validation_1-mae:6033.55420 [963] validation_0-mae:4637.36133 validation_1-mae:6033.04248 [964] validation_0-mae:4635.28320 validation_1-mae:6032.97656 [965] validation_0-mae:4633.28467 validation_1-mae:6031.67139 [966] validation_0-mae:4632.34082 validation_1-mae:6031.56738 [967] validation_0-mae:4631.95166 validation_1-mae:6031.50732 [968] validation_0-mae:4631.07617 validation_1-mae:6031.34570 [969] validation_0-mae:4629.35693 validation_1-mae:6030.90674 [970] validation_0-mae:4628.97022 validation_1-mae:6031.10400 [971] validation_0-mae:4628.11621 validation_1-mae:6031.78027 [972] validation_0-mae:4627.45850 validation_1-mae:6031.62988 [973] validation_0-mae:4626.85205 validation_1-mae:6031.63086 [974] validation_0-mae:4625.79248 validation_1-mae:6031.79443 [975] validation_0-mae:4624.87305 validation_1-mae:6031.31201 [976] validation_0-mae:4623.67627 validation_1-mae:6031.04639 [977] validation_0-mae:4622.64551 validation_1-mae:6030.88525 [978] validation_0-mae:4622.49365 validation_1-mae:6031.02246 [979] validation_0-mae:4621.83594 validation_1-mae:6030.81103 [980] validation_0-mae:4620.76562 validation_1-mae:6030.72510 [981] validation_0-mae:4620.55859 validation_1-mae:6030.60205 [982] validation_0-mae:4619.81152 validation_1-mae:6031.29492 [983] validation_0-mae:4619.40039 validation_1-mae:6031.32959 [984] validation_0-mae:4618.21973 validation_1-mae:6031.65527 [985] validation_0-mae:4616.85449 validation_1-mae:6031.03516 [986] validation_0-mae:4616.28272 validation_1-mae:6030.85303 [987] validation_0-mae:4615.26904 validation_1-mae:6030.83105 [988] validation_0-mae:4614.55029 validation_1-mae:6030.67041 [989] validation_0-mae:4614.47119 validation_1-mae:6030.71582 [990] validation_0-mae:4613.68066 validation_1-mae:6030.25732 [991] validation_0-mae:4612.57910 validation_1-mae:6030.09277 [992] validation_0-mae:4611.63477 validation_1-mae:6030.35400 [993] validation_0-mae:4610.46533 validation_1-mae:6030.69141 [994] validation_0-mae:4608.62012 validation_1-mae:6030.98535 [995] validation_0-mae:4608.08057 validation_1-mae:6030.96143 [996] validation_0-mae:4607.36035 validation_1-mae:6030.86328 [997] validation_0-mae:4606.58691 validation_1-mae:6030.81006 [998] validation_0-mae:4605.89502 validation_1-mae:6030.87402 [999] validation_0-mae:4604.07080 validation_1-mae:6031.06738 [1000] validation_0-mae:4603.45459 validation_1-mae:6031.13672 [1001] validation_0-mae:4603.34863 validation_1-mae:6031.09863 [1002] validation_0-mae:4601.74414 validation_1-mae:6031.22949 [1003] validation_0-mae:4601.59961 validation_1-mae:6031.27344 [1004] validation_0-mae:4601.19385 validation_1-mae:6031.77148 [1005] validation_0-mae:4599.88574 validation_1-mae:6031.87598 [1006] validation_0-mae:4599.46728 validation_1-mae:6031.78125 [1007] validation_0-mae:4598.87207 validation_1-mae:6032.05322 [1008] validation_0-mae:4597.01611 validation_1-mae:6030.68555 [1009] validation_0-mae:4596.71143 validation_1-mae:6030.64062 [1010] validation_0-mae:4595.34424 validation_1-mae:6030.45752 [1011] validation_0-mae:4594.29443 validation_1-mae:6030.33350 [1012] validation_0-mae:4593.59375 validation_1-mae:6030.37256 [1013] validation_0-mae:4592.34033 validation_1-mae:6030.43506 [1014] validation_0-mae:4591.71387 validation_1-mae:6030.66455 [1015] validation_0-mae:4590.73486 validation_1-mae:6031.00439 [1016] validation_0-mae:4590.43994 validation_1-mae:6030.89941 [1017] validation_0-mae:4589.50830 validation_1-mae:6031.00244 [1018] validation_0-mae:4587.51367 validation_1-mae:6030.59131 [1019] validation_0-mae:4586.29541 validation_1-mae:6030.58789 [1020] validation_0-mae:4586.26367 validation_1-mae:6030.59570 [1021] validation_0-mae:4585.92725 validation_1-mae:6030.57520 [1022] validation_0-mae:4585.35254 validation_1-mae:6030.45361 [1023] validation_0-mae:4585.14795 validation_1-mae:6030.48926 [1024] validation_0-mae:4585.07812 validation_1-mae:6030.55664 [1025] validation_0-mae:4582.91260 validation_1-mae:6029.60938 [1026] validation_0-mae:4581.52344 validation_1-mae:6029.63672 [1027] validation_0-mae:4579.65772 validation_1-mae:6029.93506 [1028] validation_0-mae:4578.01318 validation_1-mae:6029.44531 [1029] validation_0-mae:4577.55811 validation_1-mae:6029.62500 [1030] validation_0-mae:4576.56934 validation_1-mae:6029.60010 [1031] validation_0-mae:4575.48584 validation_1-mae:6029.84180 [1032] validation_0-mae:4573.58691 validation_1-mae:6029.06836 [1033] validation_0-mae:4572.79785 validation_1-mae:6029.41650 [1034] validation_0-mae:4571.31934 validation_1-mae:6029.20703 [1035] validation_0-mae:4570.52441 validation_1-mae:6029.37695 [1036] validation_0-mae:4569.32861 validation_1-mae:6028.74268 [1037] validation_0-mae:4568.77002 validation_1-mae:6028.69434 [1038] validation_0-mae:4567.99707 validation_1-mae:6028.79834 [1039] validation_0-mae:4567.01562 validation_1-mae:6028.76758 [1040] validation_0-mae:4565.87744 validation_1-mae:6028.66113 [1041] validation_0-mae:4564.89160 validation_1-mae:6028.58643 [1042] validation_0-mae:4563.96533 validation_1-mae:6028.29541 [1043] validation_0-mae:4562.42676 validation_1-mae:6028.50195 [1044] validation_0-mae:4560.05420 validation_1-mae:6028.41064 [1045] validation_0-mae:4558.27588 validation_1-mae:6028.17188 [1046] validation_0-mae:4557.85449 validation_1-mae:6028.22900 [1047] validation_0-mae:4556.49170 validation_1-mae:6028.11426 [1048] validation_0-mae:4555.43555 validation_1-mae:6027.96191 [1049] validation_0-mae:4553.69189 validation_1-mae:6027.09522 [1050] validation_0-mae:4552.00879 validation_1-mae:6027.56006 [1051] validation_0-mae:4551.33984 validation_1-mae:6027.25293 [1052] validation_0-mae:4550.49951 validation_1-mae:6027.27197 [1053] validation_0-mae:4548.91650 validation_1-mae:6026.29395 [1054] validation_0-mae:4547.72314 validation_1-mae:6026.41797 [1055] validation_0-mae:4547.00537 validation_1-mae:6026.30908 [1056] validation_0-mae:4545.70947 validation_1-mae:6026.53809 [1057] validation_0-mae:4544.48438 validation_1-mae:6026.85791 [1058] validation_0-mae:4543.25879 validation_1-mae:6026.79590 [1059] validation_0-mae:4541.48779 validation_1-mae:6026.42090 [1060] validation_0-mae:4540.38818 validation_1-mae:6026.18799 [1061] validation_0-mae:4539.47803 validation_1-mae:6025.94238 [1062] validation_0-mae:4537.65820 validation_1-mae:6025.12353 [1063] validation_0-mae:4536.02051 validation_1-mae:6024.28320 [1064] validation_0-mae:4533.54346 validation_1-mae:6024.24853 [1065] validation_0-mae:4531.51465 validation_1-mae:6023.77881 [1066] validation_0-mae:4530.75342 validation_1-mae:6024.08984 [1067] validation_0-mae:4530.17676 validation_1-mae:6023.91016 [1068] validation_0-mae:4529.07812 validation_1-mae:6024.07959 [1069] validation_0-mae:4528.45557 validation_1-mae:6023.93359 [1070] validation_0-mae:4527.39502 validation_1-mae:6024.04004 [1071] validation_0-mae:4526.55029 validation_1-mae:6024.32666 [1072] validation_0-mae:4526.18701 validation_1-mae:6024.47656 [1073] validation_0-mae:4525.42139 validation_1-mae:6024.70410 [1074] validation_0-mae:4524.60889 validation_1-mae:6024.65478 [1075] validation_0-mae:4523.66699 validation_1-mae:6024.63721 [1076] validation_0-mae:4523.24365 validation_1-mae:6024.69482 [1077] validation_0-mae:4522.47314 validation_1-mae:6024.83008 [1078] validation_0-mae:4521.92578 validation_1-mae:6024.75488 [1079] validation_0-mae:4520.15674 validation_1-mae:6024.84228 [1080] validation_0-mae:4518.82373 validation_1-mae:6024.60498 [1081] validation_0-mae:4518.37793 validation_1-mae:6024.88574 [1082] validation_0-mae:4516.95752 validation_1-mae:6025.09473 [1083] validation_0-mae:4515.27051 validation_1-mae:6024.73730 [1084] validation_0-mae:4513.58057 validation_1-mae:6024.15381 [1085] validation_0-mae:4512.09668 validation_1-mae:6023.66455 [1086] validation_0-mae:4510.72852 validation_1-mae:6024.12305 [1087] validation_0-mae:4510.71045 validation_1-mae:6024.19434 [1088] validation_0-mae:4510.56836 validation_1-mae:6024.25928 [1089] validation_0-mae:4509.28809 validation_1-mae:6024.34424 [1090] validation_0-mae:4508.56787 validation_1-mae:6024.07178 [1091] validation_0-mae:4508.34912 validation_1-mae:6024.02148 [1092] validation_0-mae:4507.15039 validation_1-mae:6023.83545 [1093] validation_0-mae:4505.35254 validation_1-mae:6023.93262 [1094] validation_0-mae:4503.82568 validation_1-mae:6023.48877 [1095] validation_0-mae:4503.39062 validation_1-mae:6023.44336 [1096] validation_0-mae:4502.80518 validation_1-mae:6023.31641 [1097] validation_0-mae:4501.64697 validation_1-mae:6023.48682 [1098] validation_0-mae:4501.06152 validation_1-mae:6023.64795 [1099] validation_0-mae:4500.10938 validation_1-mae:6024.62695 [1100] validation_0-mae:4498.92432 validation_1-mae:6024.88086 [1101] validation_0-mae:4496.42334 validation_1-mae:6024.89307 [1102] validation_0-mae:4494.88574 validation_1-mae:6024.78125 [1103] validation_0-mae:4493.35400 validation_1-mae:6024.02002 [1104] validation_0-mae:4491.94971 validation_1-mae:6024.43018 [1105] validation_0-mae:4490.85010 validation_1-mae:6024.33838 [1106] validation_0-mae:4489.03027 validation_1-mae:6024.43506 [1107] validation_0-mae:4488.14795 validation_1-mae:6024.24902 [1108] validation_0-mae:4487.06836 validation_1-mae:6023.95850 [1109] validation_0-mae:4485.90576 validation_1-mae:6023.72266 [1110] validation_0-mae:4483.51514 validation_1-mae:6022.42188 [1111] validation_0-mae:4482.97998 validation_1-mae:6022.48877 [1112] validation_0-mae:4482.21973 validation_1-mae:6022.81787 [1113] validation_0-mae:4481.36768 validation_1-mae:6022.70312 [1114] validation_0-mae:4480.48047 validation_1-mae:6022.26025 [1115] validation_0-mae:4479.22070 validation_1-mae:6022.05664 [1116] validation_0-mae:4477.97900 validation_1-mae:6021.13330 [1117] validation_0-mae:4476.68213 validation_1-mae:6020.66504 [1118] validation_0-mae:4474.88281 validation_1-mae:6020.13721 [1119] validation_0-mae:4473.33203 validation_1-mae:6018.97705 [1120] validation_0-mae:4472.42480 validation_1-mae:6018.81787 [1121] validation_0-mae:4471.70508 validation_1-mae:6018.54932 [1122] validation_0-mae:4470.91943 validation_1-mae:6018.44678 [1123] validation_0-mae:4470.00586 validation_1-mae:6018.35986 [1124] validation_0-mae:4469.39600 validation_1-mae:6018.36475 [1125] validation_0-mae:4468.45752 validation_1-mae:6018.82422 [1126] validation_0-mae:4467.90234 validation_1-mae:6018.83203 [1127] validation_0-mae:4467.35156 validation_1-mae:6018.76416 [1128] validation_0-mae:4466.43750 validation_1-mae:6018.89844 [1129] validation_0-mae:4466.27051 validation_1-mae:6018.95264 [1130] validation_0-mae:4465.51221 validation_1-mae:6018.53955 [1131] validation_0-mae:4464.93018 validation_1-mae:6018.38086 [1132] validation_0-mae:4464.32129 validation_1-mae:6018.45947 [1133] validation_0-mae:4463.98389 validation_1-mae:6018.48828 [1134] validation_0-mae:4462.99951 validation_1-mae:6018.26123 [1135] validation_0-mae:4462.47363 validation_1-mae:6018.05615 [1136] validation_0-mae:4462.05469 validation_1-mae:6018.09619 [1137] validation_0-mae:4461.76953 validation_1-mae:6017.99512 [1138] validation_0-mae:4461.04004 validation_1-mae:6017.86670 [1139] validation_0-mae:4460.00195 validation_1-mae:6017.67529 [1140] validation_0-mae:4458.76221 validation_1-mae:6017.25293 [1141] validation_0-mae:4457.33789 validation_1-mae:6017.65478 [1142] validation_0-mae:4456.95557 validation_1-mae:6017.75781 [1143] validation_0-mae:4456.17578 validation_1-mae:6017.35889 [1144] validation_0-mae:4454.59814 validation_1-mae:6017.51074 [1145] validation_0-mae:4453.80029 validation_1-mae:6017.20605 [1146] validation_0-mae:4452.65332 validation_1-mae:6016.71338 [1147] validation_0-mae:4452.17871 validation_1-mae:6016.98584 [1148] validation_0-mae:4451.12158 validation_1-mae:6017.00635 [1149] validation_0-mae:4449.99951 validation_1-mae:6017.45850 [1150] validation_0-mae:4449.10254 validation_1-mae:6017.06543 [1151] validation_0-mae:4448.33643 validation_1-mae:6017.21436 [1152] validation_0-mae:4447.72949 validation_1-mae:6017.51562 [1153] validation_0-mae:4446.71680 validation_1-mae:6017.62256 [1154] validation_0-mae:4445.86279 validation_1-mae:6017.49951 [1155] validation_0-mae:4444.89844 validation_1-mae:6017.22168 [1156] validation_0-mae:4443.37353 validation_1-mae:6016.77344 [1157] validation_0-mae:4442.61768 validation_1-mae:6017.10498 [1158] validation_0-mae:4441.46533 validation_1-mae:6016.94287 [1159] validation_0-mae:4441.19775 validation_1-mae:6016.93066 [1160] validation_0-mae:4440.42285 validation_1-mae:6017.07275 [1161] validation_0-mae:4439.34082 validation_1-mae:6017.14355 [1162] validation_0-mae:4437.67871 validation_1-mae:6016.62500 [1163] validation_0-mae:4436.94434 validation_1-mae:6016.84375 [1164] validation_0-mae:4436.41797 validation_1-mae:6016.91455 [1165] validation_0-mae:4435.25684 validation_1-mae:6016.80811 [1166] validation_0-mae:4434.58643 validation_1-mae:6016.50098 [1167] validation_0-mae:4433.80713 validation_1-mae:6016.20850 [1168] validation_0-mae:4433.28564 validation_1-mae:6016.29248 [1169] validation_0-mae:4432.41064 validation_1-mae:6015.86865 [1170] validation_0-mae:4432.06006 validation_1-mae:6015.83936 [1171] validation_0-mae:4431.60156 validation_1-mae:6015.79053 [1172] validation_0-mae:4430.55371 validation_1-mae:6015.40186 [1173] validation_0-mae:4430.20020 validation_1-mae:6015.37305 [1174] validation_0-mae:4429.59180 validation_1-mae:6015.38379 [1175] validation_0-mae:4428.53418 validation_1-mae:6015.90186 [1176] validation_0-mae:4428.50928 validation_1-mae:6015.93799 [1177] validation_0-mae:4427.09814 validation_1-mae:6015.69482 [1178] validation_0-mae:4426.49316 validation_1-mae:6015.60742 [1179] validation_0-mae:4425.44775 validation_1-mae:6015.14600 [1180] validation_0-mae:4424.73975 validation_1-mae:6015.27051 [1181] validation_0-mae:4423.23975 validation_1-mae:6014.26270 [1182] validation_0-mae:4422.61182 validation_1-mae:6014.37158 [1183] validation_0-mae:4421.18359 validation_1-mae:6014.23193 [1184] validation_0-mae:4420.11279 validation_1-mae:6014.28564 [1185] validation_0-mae:4419.30273 validation_1-mae:6014.16846 [1186] validation_0-mae:4417.55615 validation_1-mae:6013.49609 [1187] validation_0-mae:4415.92627 validation_1-mae:6013.36670 [1188] validation_0-mae:4414.07715 validation_1-mae:6012.51172 [1189] validation_0-mae:4411.90967 validation_1-mae:6012.37500 [1190] validation_0-mae:4410.71387 validation_1-mae:6013.00586 [1191] validation_0-mae:4409.26611 validation_1-mae:6012.69922 [1192] validation_0-mae:4407.41504 validation_1-mae:6012.75342 [1193] validation_0-mae:4405.51123 validation_1-mae:6012.92578 [1194] validation_0-mae:4404.83594 validation_1-mae:6012.68701 [1195] validation_0-mae:4403.67236 validation_1-mae:6012.10449 [1196] validation_0-mae:4401.75684 validation_1-mae:6012.43994 [1197] validation_0-mae:4401.21289 validation_1-mae:6012.70166 [1198] validation_0-mae:4400.64209 validation_1-mae:6012.75244 [1199] validation_0-mae:4399.72412 validation_1-mae:6012.90625 [1200] validation_0-mae:4398.99316 validation_1-mae:6012.77002 [1201] validation_0-mae:4398.40576 validation_1-mae:6012.64990 [1202] validation_0-mae:4397.04443 validation_1-mae:6012.17578 [1203] validation_0-mae:4396.62158 validation_1-mae:6012.47022 [1204] validation_0-mae:4395.60840 validation_1-mae:6011.87891 [1205] validation_0-mae:4395.12109 validation_1-mae:6012.14355 [1206] validation_0-mae:4394.15283 validation_1-mae:6011.68066 [1207] validation_0-mae:4392.93701 validation_1-mae:6011.21973 [1208] validation_0-mae:4392.22705 validation_1-mae:6011.15430 [1209] validation_0-mae:4390.04199 validation_1-mae:6010.18603 [1210] validation_0-mae:4388.05420 validation_1-mae:6010.15137 [1211] validation_0-mae:4386.69092 validation_1-mae:6009.77441 [1212] validation_0-mae:4385.22998 validation_1-mae:6010.00977 [1213] validation_0-mae:4384.42969 validation_1-mae:6008.99121 [1214] validation_0-mae:4383.75147 validation_1-mae:6008.57520 [1215] validation_0-mae:4382.96777 validation_1-mae:6008.26855 [1216] validation_0-mae:4382.02393 validation_1-mae:6008.07080 [1217] validation_0-mae:4380.82568 validation_1-mae:6007.38818 [1218] validation_0-mae:4379.36523 validation_1-mae:6007.52197 [1219] validation_0-mae:4378.59277 validation_1-mae:6007.03320 [1220] validation_0-mae:4376.96973 validation_1-mae:6006.69189 [1221] validation_0-mae:4375.26123 validation_1-mae:6006.19287 [1222] validation_0-mae:4374.09522 validation_1-mae:6005.82910 [1223] validation_0-mae:4372.92822 validation_1-mae:6005.95508 [1224] validation_0-mae:4372.00537 validation_1-mae:6005.44385 [1225] validation_0-mae:4371.15576 validation_1-mae:6005.08643 [1226] validation_0-mae:4370.28467 validation_1-mae:6004.97559 [1227] validation_0-mae:4369.53662 validation_1-mae:6005.14111 [1228] validation_0-mae:4369.23730 validation_1-mae:6005.03906 [1229] validation_0-mae:4368.79443 validation_1-mae:6004.94629 [1230] validation_0-mae:4368.43018 validation_1-mae:6005.09033 [1231] validation_0-mae:4368.06055 validation_1-mae:6005.22852 [1232] validation_0-mae:4367.57373 validation_1-mae:6005.34131 [1233] validation_0-mae:4366.92383 validation_1-mae:6005.39355 [1234] validation_0-mae:4366.20557 validation_1-mae:6005.81299 [1235] validation_0-mae:4365.48682 validation_1-mae:6005.58057 [1236] validation_0-mae:4364.59277 validation_1-mae:6005.38916 [1237] validation_0-mae:4363.89209 validation_1-mae:6005.38818 [1238] validation_0-mae:4362.88525 validation_1-mae:6004.78076 [1239] validation_0-mae:4361.84912 validation_1-mae:6004.26416 [1240] validation_0-mae:4360.96338 validation_1-mae:6004.12939 [1241] validation_0-mae:4360.83105 validation_1-mae:6004.20508 [1242] validation_0-mae:4360.23242 validation_1-mae:6004.09277 [1243] validation_0-mae:4359.02197 validation_1-mae:6004.22070 [1244] validation_0-mae:4358.32080 validation_1-mae:6004.78076 [1245] validation_0-mae:4357.50244 validation_1-mae:6004.51270 [1246] validation_0-mae:4356.98242 validation_1-mae:6004.48291 [1247] validation_0-mae:4355.96436 validation_1-mae:6004.04492 [1248] validation_0-mae:4355.14600 validation_1-mae:6003.85449 [1249] validation_0-mae:4354.59375 validation_1-mae:6003.84326 [1250] validation_0-mae:4353.66699 validation_1-mae:6003.65234 [1251] validation_0-mae:4353.15478 validation_1-mae:6003.72314 [1252] validation_0-mae:4352.16113 validation_1-mae:6003.58252 [1253] validation_0-mae:4351.07031 validation_1-mae:6004.00977 [1254] validation_0-mae:4349.07080 validation_1-mae:6004.22168 [1255] validation_0-mae:4347.46484 validation_1-mae:6003.14746 [1256] validation_0-mae:4346.11133 validation_1-mae:6002.49463 [1257] validation_0-mae:4345.47461 validation_1-mae:6002.35400 [1258] validation_0-mae:4344.40723 validation_1-mae:6002.01221 [1259] validation_0-mae:4343.40283 validation_1-mae:6002.61768 [1260] validation_0-mae:4342.52295 validation_1-mae:6002.69727 [1261] validation_0-mae:4341.15918 validation_1-mae:6002.32031 [1262] validation_0-mae:4339.69043 validation_1-mae:6002.46045 [1263] validation_0-mae:4338.87012 validation_1-mae:6002.36816 [1264] validation_0-mae:4337.27002 validation_1-mae:6002.61426 [1265] validation_0-mae:4336.59326 validation_1-mae:6002.58789 [1266] validation_0-mae:4335.65772 validation_1-mae:6002.41016 [1267] validation_0-mae:4334.60693 validation_1-mae:6002.13232 [1268] validation_0-mae:4333.80713 validation_1-mae:6001.77637 [1269] validation_0-mae:4333.09619 validation_1-mae:6000.89307 [1270] validation_0-mae:4332.25147 validation_1-mae:6000.41895 [1271] validation_0-mae:4331.27295 validation_1-mae:6000.09180 [1272] validation_0-mae:4330.36426 validation_1-mae:5999.91211 [1273] validation_0-mae:4329.27246 validation_1-mae:6000.19482 [1274] validation_0-mae:4328.68164 validation_1-mae:5999.89941 [1275] validation_0-mae:4327.18066 validation_1-mae:6000.20312 [1276] validation_0-mae:4326.04736 validation_1-mae:5999.85791 [1277] validation_0-mae:4324.05420 validation_1-mae:5999.96973 [1278] validation_0-mae:4323.18262 validation_1-mae:6000.26611 [1279] validation_0-mae:4321.96143 validation_1-mae:6000.21143 [1280] validation_0-mae:4320.43213 validation_1-mae:5999.77588 [1281] validation_0-mae:4318.91992 validation_1-mae:6000.38135 [1282] validation_0-mae:4317.90332 validation_1-mae:6000.39355 [1283] validation_0-mae:4316.15088 validation_1-mae:6000.63770 [1284] validation_0-mae:4315.00000 validation_1-mae:6000.83447 [1285] validation_0-mae:4314.05225 validation_1-mae:6001.16943 [1286] validation_0-mae:4313.34961 validation_1-mae:6001.25635 [1287] validation_0-mae:4312.26123 validation_1-mae:6000.74414 [1288] validation_0-mae:4310.73242 validation_1-mae:6001.20264 [1289] validation_0-mae:4308.72266 validation_1-mae:6001.69336 [1290] validation_0-mae:4307.81787 validation_1-mae:6001.52051 [1291] validation_0-mae:4306.51172 validation_1-mae:6001.01514 [1292] validation_0-mae:4305.46631 validation_1-mae:6000.87549 [1293] validation_0-mae:4304.43603 validation_1-mae:6001.05371 [1294] validation_0-mae:4304.11475 validation_1-mae:6001.30078 [1295] validation_0-mae:4303.58691 validation_1-mae:6001.52295 [1296] validation_0-mae:4303.01416 validation_1-mae:6001.50000 [1297] validation_0-mae:4302.64697 validation_1-mae:6001.73438 [1298] validation_0-mae:4302.34912 validation_1-mae:6001.89844 [1299] validation_0-mae:4301.64844 validation_1-mae:6002.08350 [1300] validation_0-mae:4300.87695 validation_1-mae:6002.47510 [1301] validation_0-mae:4299.64551 validation_1-mae:6002.40234 [1302] validation_0-mae:4298.08936 validation_1-mae:6002.04346 [1303] validation_0-mae:4297.27441 validation_1-mae:6001.86963 [1304] validation_0-mae:4296.85498 validation_1-mae:6001.94336 [1305] validation_0-mae:4295.91064 validation_1-mae:6001.82666 [1306] validation_0-mae:4294.43603 validation_1-mae:6002.26562 [1307] validation_0-mae:4293.28809 validation_1-mae:6001.76221 [1308] validation_0-mae:4292.13965 validation_1-mae:6001.54150 [1309] validation_0-mae:4290.97900 validation_1-mae:6001.49023 [1310] validation_0-mae:4289.88330 validation_1-mae:6001.66943 [1311] validation_0-mae:4288.17529 validation_1-mae:6001.78662 [1312] validation_0-mae:4287.46875 validation_1-mae:6001.81738 [1313] validation_0-mae:4285.95654 validation_1-mae:6001.82373 [1314] validation_0-mae:4284.74268 validation_1-mae:6001.83154 [1315] validation_0-mae:4283.24072 validation_1-mae:6001.77783 [1316] validation_0-mae:4281.78809 validation_1-mae:6001.61572 [1317] validation_0-mae:4280.58691 validation_1-mae:6002.28760 [1318] validation_0-mae:4279.65772 validation_1-mae:6002.34131 [1319] validation_0-mae:4278.60596 validation_1-mae:6002.22070 [1320] validation_0-mae:4277.94580 validation_1-mae:6002.22754 [1321] validation_0-mae:4277.63867 validation_1-mae:6002.56348 [1322] validation_0-mae:4277.00342 validation_1-mae:6002.33936 [1323] validation_0-mae:4275.65576 validation_1-mae:6002.60596 [1324] validation_0-mae:4275.05469 validation_1-mae:6002.57715 [1325] validation_0-mae:4274.30127 validation_1-mae:6002.78320 [1326] validation_0-mae:4273.94092 validation_1-mae:6002.64844 [1327] validation_0-mae:4272.55371 validation_1-mae:6002.63428 [1328] validation_0-mae:4272.41699 validation_1-mae:6002.74512 [1329] validation_0-mae:4271.90039 validation_1-mae:6002.73828 [1330] validation_0-mae:4271.00586 validation_1-mae:6002.91553 [1331] validation_0-mae:4270.35645 validation_1-mae:6003.06543 [1332] validation_0-mae:4269.29053 validation_1-mae:6002.35303 [1333] validation_0-mae:4268.46826 validation_1-mae:6002.20312 [1334] validation_0-mae:4267.55029 validation_1-mae:6001.59961 [1335] validation_0-mae:4266.26025 validation_1-mae:6001.94238 [1336] validation_0-mae:4264.27295 validation_1-mae:6002.00928 [1337] validation_0-mae:4263.83936 validation_1-mae:6002.36621 [1338] validation_0-mae:4263.29785 validation_1-mae:6002.36182 [1339] validation_0-mae:4261.95703 validation_1-mae:6001.64648 [1340] validation_0-mae:4261.47900 validation_1-mae:6001.58154 [1341] validation_0-mae:4260.70898 validation_1-mae:6001.67041 [1342] validation_0-mae:4260.23779 validation_1-mae:6001.58740 [1343] validation_0-mae:4259.16748 validation_1-mae:6001.45947 [1344] validation_0-mae:4258.64844 validation_1-mae:6001.50098 [1345] validation_0-mae:4258.07080 validation_1-mae:6001.49805 [1346] validation_0-mae:4257.96289 validation_1-mae:6001.61523 [1347] validation_0-mae:4256.95264 validation_1-mae:6001.84473 [1348] validation_0-mae:4256.01074 validation_1-mae:6001.88184 [1349] validation_0-mae:4255.78955 validation_1-mae:6002.08691 [1350] validation_0-mae:4254.38379 validation_1-mae:6002.05957 [1351] validation_0-mae:4253.53467 validation_1-mae:6002.01025 [1352] validation_0-mae:4251.99805 validation_1-mae:6000.76514 [1353] validation_0-mae:4250.83057 validation_1-mae:6000.17822 [1354] validation_0-mae:4249.46826 validation_1-mae:6000.08105 [1355] validation_0-mae:4248.18750 validation_1-mae:5998.83691 [1356] validation_0-mae:4246.49951 validation_1-mae:5998.34619 [1357] validation_0-mae:4245.78613 validation_1-mae:5998.12500 [1358] validation_0-mae:4243.71484 validation_1-mae:5997.97852 [1359] validation_0-mae:4242.47070 validation_1-mae:5997.61523 [1360] validation_0-mae:4241.67529 validation_1-mae:5997.74658 [1361] validation_0-mae:4241.11523 validation_1-mae:5997.92188 [1362] validation_0-mae:4240.62842 validation_1-mae:5997.71240 [1363] validation_0-mae:4240.17432 validation_1-mae:5997.70850 [1364] validation_0-mae:4239.52881 validation_1-mae:5997.55322 [1365] validation_0-mae:4238.74658 validation_1-mae:5997.34961 [1366] validation_0-mae:4238.12353 validation_1-mae:5997.63867 [1367] validation_0-mae:4237.13525 validation_1-mae:5997.80957 [1368] validation_0-mae:4236.77441 validation_1-mae:5997.86816 [1369] validation_0-mae:4236.48633 validation_1-mae:5997.93750 [1370] validation_0-mae:4236.44482 validation_1-mae:5998.04199 [1371] validation_0-mae:4235.09668 validation_1-mae:5997.65381 [1372] validation_0-mae:4234.40576 validation_1-mae:5997.71338 [1373] validation_0-mae:4233.26465 validation_1-mae:5997.81152 [1374] validation_0-mae:4232.30176 validation_1-mae:5997.49463 [1375] validation_0-mae:4231.68311 validation_1-mae:5997.57617 [1376] validation_0-mae:4231.01562 validation_1-mae:5997.97705 [1377] validation_0-mae:4230.41357 validation_1-mae:5998.06592 [1378] validation_0-mae:4229.62207 validation_1-mae:5998.02686 [1379] validation_0-mae:4228.84228 validation_1-mae:5998.25342 [1380] validation_0-mae:4228.50635 validation_1-mae:5998.25244 [1381] validation_0-mae:4228.02246 validation_1-mae:5998.27637 [1382] validation_0-mae:4227.65234 validation_1-mae:5998.43066 [1383] validation_0-mae:4226.26855 validation_1-mae:5997.82812 [1384] validation_0-mae:4225.86182 validation_1-mae:5998.18457 [1385] validation_0-mae:4224.98389 validation_1-mae:5998.20752 [1386] validation_0-mae:4224.36084 validation_1-mae:5998.00391 [1387] validation_0-mae:4223.88037 validation_1-mae:5997.87305 [1388] validation_0-mae:4223.49463 validation_1-mae:5998.14648 [1389] validation_0-mae:4223.44678 validation_1-mae:5998.19238 [1390] validation_0-mae:4223.28418 validation_1-mae:5998.17041 [1391] validation_0-mae:4222.56885 validation_1-mae:5998.00293 [1392] validation_0-mae:4221.56885 validation_1-mae:5997.53223 [1393] validation_0-mae:4220.95947 validation_1-mae:5997.63428 [1394] validation_0-mae:4220.27686 validation_1-mae:5997.67236 [1395] validation_0-mae:4219.26562 validation_1-mae:5997.68408 [1396] validation_0-mae:4219.07324 validation_1-mae:5997.50879 [1397] validation_0-mae:4218.75635 validation_1-mae:5997.43994 [1398] validation_0-mae:4217.89160 validation_1-mae:5997.31543 [1399] validation_0-mae:4217.04492 validation_1-mae:5997.18311 [1400] validation_0-mae:4216.95996 validation_1-mae:5997.25244 [1401] validation_0-mae:4216.78223 validation_1-mae:5997.35645 [1402] validation_0-mae:4216.12744 validation_1-mae:5997.43945 [1403] validation_0-mae:4215.02930 validation_1-mae:5996.75488 [1404] validation_0-mae:4213.95801 validation_1-mae:5996.52393 [1405] validation_0-mae:4213.49756 validation_1-mae:5996.44971 [1406] validation_0-mae:4213.11865 validation_1-mae:5996.32129 [1407] validation_0-mae:4212.52100 validation_1-mae:5996.42969 [1408] validation_0-mae:4211.64502 validation_1-mae:5996.62842 [1409] validation_0-mae:4210.93066 validation_1-mae:5996.51758 [1410] validation_0-mae:4210.73242 validation_1-mae:5996.65234 [1411] validation_0-mae:4210.09766 validation_1-mae:5996.54980 [1412] validation_0-mae:4208.88086 validation_1-mae:5996.70508 [1413] validation_0-mae:4208.12598 validation_1-mae:5996.37891 [1414] validation_0-mae:4206.89941 validation_1-mae:5997.13232 [1415] validation_0-mae:4205.65137 validation_1-mae:5997.15527 [1416] validation_0-mae:4204.50293 validation_1-mae:5997.14258 [1417] validation_0-mae:4203.68652 validation_1-mae:5997.13428 [1418] validation_0-mae:4202.25879 validation_1-mae:5997.60986 [1419] validation_0-mae:4201.58984 validation_1-mae:5997.40332 [1420] validation_0-mae:4200.24853 validation_1-mae:5997.36182 [1421] validation_0-mae:4199.57617 validation_1-mae:5996.96338 [1422] validation_0-mae:4197.88281 validation_1-mae:5997.40576 [1423] validation_0-mae:4197.74609 validation_1-mae:5997.40527 [1424] validation_0-mae:4196.97119 validation_1-mae:5997.38232 [1425] validation_0-mae:4195.88574 validation_1-mae:5997.42383 [1426] validation_0-mae:4194.10791 validation_1-mae:5997.91064 [1427] validation_0-mae:4193.22607 validation_1-mae:5997.62305 [1428] validation_0-mae:4192.36035 validation_1-mae:5997.62842 [1429] validation_0-mae:4191.50147 validation_1-mae:5997.93408 [1430] validation_0-mae:4189.98486 validation_1-mae:5997.78809 [1431] validation_0-mae:4189.04004 validation_1-mae:5997.73828 [1432] validation_0-mae:4188.34424 validation_1-mae:5997.64941 [1433] validation_0-mae:4187.66406 validation_1-mae:5997.21094 [1434] validation_0-mae:4186.80273 validation_1-mae:5997.19043 [1435] validation_0-mae:4184.39453 validation_1-mae:5996.28955 [1436] validation_0-mae:4183.06982 validation_1-mae:5996.10449 [1437] validation_0-mae:4181.92432 validation_1-mae:5996.49609 [1438] validation_0-mae:4180.83447 validation_1-mae:5996.35400 [1439] validation_0-mae:4180.20215 validation_1-mae:5996.42920 [1440] validation_0-mae:4179.36328 validation_1-mae:5996.29688 [1441] validation_0-mae:4178.75098 validation_1-mae:5996.25147 [1442] validation_0-mae:4177.45410 validation_1-mae:5996.53174 [1443] validation_0-mae:4176.76855 validation_1-mae:5996.70361 [1444] validation_0-mae:4176.14307 validation_1-mae:5996.70996 [1445] validation_0-mae:4175.60449 validation_1-mae:5996.80615 [1446] validation_0-mae:4175.32471 validation_1-mae:5996.95752 [1447] validation_0-mae:4174.75830 validation_1-mae:5996.89844 [1448] validation_0-mae:4174.31641 validation_1-mae:5996.90772 [1449] validation_0-mae:4173.52441 validation_1-mae:5997.14551 [1450] validation_0-mae:4172.58301 validation_1-mae:5996.93555 [1451] validation_0-mae:4171.74023 validation_1-mae:5996.60742 [1452] validation_0-mae:4170.49756 validation_1-mae:5996.96289 [1453] validation_0-mae:4169.91357 validation_1-mae:5997.07861 [1454] validation_0-mae:4169.31934 validation_1-mae:5997.02246 [1455] validation_0-mae:4168.27978 validation_1-mae:5996.99951 [1456] validation_0-mae:4166.92432 validation_1-mae:5996.63525 [1457] validation_0-mae:4166.20459 validation_1-mae:5996.63086 [1458] validation_0-mae:4166.14551 validation_1-mae:5996.60303 [1459] validation_0-mae:4165.81885 validation_1-mae:5996.82471 [1460] validation_0-mae:4165.24707 validation_1-mae:5996.68897 [1461] validation_0-mae:4164.98535 validation_1-mae:5996.98242 [1462] validation_0-mae:4164.21338 validation_1-mae:5997.16504 [1463] validation_0-mae:4163.41064 validation_1-mae:5996.76855 [1464] validation_0-mae:4162.57227 validation_1-mae:5996.84228 [1465] validation_0-mae:4160.27978 validation_1-mae:5995.38037 [1466] validation_0-mae:4159.54150 validation_1-mae:5995.08691 [1467] validation_0-mae:4159.26123 validation_1-mae:5995.29688 [1468] validation_0-mae:4158.83447 validation_1-mae:5995.25147 [1469] validation_0-mae:4158.39551 validation_1-mae:5995.36670 [1470] validation_0-mae:4157.82910 validation_1-mae:5995.02881 [1471] validation_0-mae:4157.12451 validation_1-mae:5995.15039 [1472] validation_0-mae:4155.99561 validation_1-mae:5995.44775 [1473] validation_0-mae:4155.33447 validation_1-mae:5995.41309 [1474] validation_0-mae:4155.02441 validation_1-mae:5995.41357 [1475] validation_0-mae:4154.38623 validation_1-mae:5995.14307 [1476] validation_0-mae:4154.30859 validation_1-mae:5995.09228 [1477] validation_0-mae:4153.61133 validation_1-mae:5995.13037 [1478] validation_0-mae:4153.12158 validation_1-mae:5995.33984 [1479] validation_0-mae:4152.97266 validation_1-mae:5995.41016 [1480] validation_0-mae:4152.46582 validation_1-mae:5995.48145 [1481] validation_0-mae:4151.58545 validation_1-mae:5995.72461 [1482] validation_0-mae:4149.96777 validation_1-mae:5995.29102 [1483] validation_0-mae:4149.09814 validation_1-mae:5995.25684 [1484] validation_0-mae:4147.88330 validation_1-mae:5995.36719 [1485] validation_0-mae:4146.68897 validation_1-mae:5995.43066 [1486] validation_0-mae:4146.22998 validation_1-mae:5995.06934 [1487] validation_0-mae:4145.60303 validation_1-mae:5995.19922 [1488] validation_0-mae:4145.23926 validation_1-mae:5995.25684 [1489] validation_0-mae:4144.55029 validation_1-mae:5995.11963 [1490] validation_0-mae:4142.76367 validation_1-mae:5994.62207 [1491] validation_0-mae:4141.60303 validation_1-mae:5994.86035 [1492] validation_0-mae:4140.85889 validation_1-mae:5995.02783 [1493] validation_0-mae:4140.44434 validation_1-mae:5994.93164 [1494] validation_0-mae:4139.43213 validation_1-mae:5995.10791 [1495] validation_0-mae:4138.46875 validation_1-mae:5995.06543 [1496] validation_0-mae:4137.13135 validation_1-mae:5994.46924 [1497] validation_0-mae:4136.11377 validation_1-mae:5994.69629 [1498] validation_0-mae:4135.21191 validation_1-mae:5994.63525 [1499] validation_0-mae:4133.92432 validation_1-mae:5994.91309 [1500] validation_0-mae:4133.01416 validation_1-mae:5995.27832 [1501] validation_0-mae:4131.60986 validation_1-mae:5994.11182 [1502] validation_0-mae:4130.52490 validation_1-mae:5994.07227 [1503] validation_0-mae:4129.60205 validation_1-mae:5993.82715 [1504] validation_0-mae:4128.80469 validation_1-mae:5993.84473 [1505] validation_0-mae:4128.26904 validation_1-mae:5993.71826 [1506] validation_0-mae:4127.67529 validation_1-mae:5993.75830 [1507] validation_0-mae:4126.28125 validation_1-mae:5993.96924 [1508] validation_0-mae:4125.72754 validation_1-mae:5994.37109 [1509] validation_0-mae:4124.06103 validation_1-mae:5995.09766 [1510] validation_0-mae:4122.99805 validation_1-mae:5995.12207 [1511] validation_0-mae:4122.23926 validation_1-mae:5994.87695 [1512] validation_0-mae:4121.77881 validation_1-mae:5994.85693 [1513] validation_0-mae:4120.77148 validation_1-mae:5994.72705 [1514] validation_0-mae:4120.34522 validation_1-mae:5994.83057 [1515] validation_0-mae:4119.65918 validation_1-mae:5995.06689 [1516] validation_0-mae:4118.92432 validation_1-mae:5995.11963 [1517] validation_0-mae:4118.04297 validation_1-mae:5995.05713 [1518] validation_0-mae:4117.30469 validation_1-mae:5995.10010 [1519] validation_0-mae:4116.78320 validation_1-mae:5995.21240 [1520] validation_0-mae:4116.54883 validation_1-mae:5995.42773 [1521] validation_0-mae:4115.39209 validation_1-mae:5995.59570 [1522] validation_0-mae:4114.88086 validation_1-mae:5995.97168 [1523] validation_0-mae:4114.25391 validation_1-mae:5996.02100 [1524] validation_0-mae:4113.68213 validation_1-mae:5996.25000 [1525] validation_0-mae:4112.77783 validation_1-mae:5996.39453 [1526] validation_0-mae:4112.26074 validation_1-mae:5996.19092 [1527] validation_0-mae:4111.65967 validation_1-mae:5996.39111 [1528] validation_0-mae:4111.18018 validation_1-mae:5996.28516 [1529] validation_0-mae:4110.11084 validation_1-mae:5996.06299 [1530] validation_0-mae:4109.11621 validation_1-mae:5995.93018 [1531] validation_0-mae:4108.50391 validation_1-mae:5995.95898 [1532] validation_0-mae:4107.36523 validation_1-mae:5996.19336 [1533] validation_0-mae:4106.46484 validation_1-mae:5996.56494 [1534] validation_0-mae:4105.36914 validation_1-mae:5996.35840 [1535] validation_0-mae:4104.17920 validation_1-mae:5995.68408 [1536] validation_0-mae:4103.06152 validation_1-mae:5995.67822 [1537] validation_0-mae:4102.70117 validation_1-mae:5995.71143 [1538] validation_0-mae:4102.09228 validation_1-mae:5995.41357 [1539] validation_0-mae:4101.69922 validation_1-mae:5995.19873 [1540] validation_0-mae:4100.78320 validation_1-mae:5995.38525 [1541] validation_0-mae:4100.09228 validation_1-mae:5995.14453 [1542] validation_0-mae:4098.99463 validation_1-mae:5995.25928 [1543] validation_0-mae:4098.23047 validation_1-mae:5995.55078 [1544] validation_0-mae:4097.59424 validation_1-mae:5995.82227 [1545] validation_0-mae:4096.95410 validation_1-mae:5995.70459 [1546] validation_0-mae:4096.35254 validation_1-mae:5995.65772 [1547] validation_0-mae:4095.60571 validation_1-mae:5996.08936 [1548] validation_0-mae:4094.61108 validation_1-mae:5995.79346 [1549] validation_0-mae:4093.10352 validation_1-mae:5995.49121 [1550] validation_0-mae:4092.50855 validation_1-mae:5995.45703 [1551] validation_0-mae:4091.88940 validation_1-mae:5995.68359 [1552] validation_0-mae:4090.67578 validation_1-mae:5995.63184 [1553] validation_0-mae:4089.86890 validation_1-mae:5995.69238 [1554] validation_0-mae:4088.89014 validation_1-mae:5995.81055 [1555] validation_0-mae:4088.40942 validation_1-mae:5995.80811 [1556] validation_0-mae:4087.82446 validation_1-mae:5995.60742 [1557] validation_0-mae:4087.51782 validation_1-mae:5995.56885 [1558] validation_0-mae:4086.93848 validation_1-mae:5995.51025 [1559] validation_0-mae:4085.94897 validation_1-mae:5995.33008 [1560] validation_0-mae:4085.20508 validation_1-mae:5995.42236 [1561] validation_0-mae:4084.58228 validation_1-mae:5995.38037 [1562] validation_0-mae:4083.80176 validation_1-mae:5995.06689 [1563] validation_0-mae:4081.69995 validation_1-mae:5993.84668 [1564] validation_0-mae:4080.84912 validation_1-mae:5993.43994 [1565] validation_0-mae:4080.02466 validation_1-mae:5993.80518 [1566] validation_0-mae:4079.46729 validation_1-mae:5994.04150 [1567] validation_0-mae:4078.79834 validation_1-mae:5993.86963 [1568] validation_0-mae:4077.46460 validation_1-mae:5993.97266 [1569] validation_0-mae:4076.25684 validation_1-mae:5993.82129 [1570] validation_0-mae:4075.00757 validation_1-mae:5994.28760 [1571] validation_0-mae:4073.00073 validation_1-mae:5993.75293 [1572] validation_0-mae:4071.72070 validation_1-mae:5994.46387 [1573] validation_0-mae:4070.29541 validation_1-mae:5994.70361 [1574] validation_0-mae:4069.87964 validation_1-mae:5994.62988 [1575] validation_0-mae:4068.34106 validation_1-mae:5994.55176 [1576] validation_0-mae:4066.79541 validation_1-mae:5994.12109 [1577] validation_0-mae:4065.90259 validation_1-mae:5994.16162 [1578] validation_0-mae:4064.55347 validation_1-mae:5994.23633 [1579] validation_0-mae:4063.57642 validation_1-mae:5994.07275 [1580] validation_0-mae:4062.68164 validation_1-mae:5994.28711 [1581] validation_0-mae:4062.10938 validation_1-mae:5994.31055 [1582] validation_0-mae:4061.19238 validation_1-mae:5994.26221 [1583] validation_0-mae:4060.19629 validation_1-mae:5993.91943 [1584] validation_0-mae:4059.18042 validation_1-mae:5993.70947 [1585] validation_0-mae:4058.89722 validation_1-mae:5993.94287 [1586] validation_0-mae:4058.59570 validation_1-mae:5993.85059 [1587] validation_0-mae:4057.95239 validation_1-mae:5993.79639 [1588] validation_0-mae:4056.88159 validation_1-mae:5994.02100 [1589] validation_0-mae:4056.05176 validation_1-mae:5994.06250 [1590] validation_0-mae:4055.54175 validation_1-mae:5993.57520 [1591] validation_0-mae:4054.82959 validation_1-mae:5993.32959 [1592] validation_0-mae:4053.92578 validation_1-mae:5993.15186 [1593] validation_0-mae:4053.20483 validation_1-mae:5993.24023 [1594] validation_0-mae:4051.85156 validation_1-mae:5993.40137 [1595] validation_0-mae:4051.71606 validation_1-mae:5993.42480 [1596] validation_0-mae:4051.53809 validation_1-mae:5993.54443 [1597] validation_0-mae:4050.94531 validation_1-mae:5993.57422 [1598] validation_0-mae:4050.91480 validation_1-mae:5993.58545 [1599] validation_0-mae:4050.15527 validation_1-mae:5993.16699 [1600] validation_0-mae:4048.28931 validation_1-mae:5992.89355 [1601] validation_0-mae:4047.49927 validation_1-mae:5993.09277 [1602] validation_0-mae:4045.99707 validation_1-mae:5993.46094 [1603] validation_0-mae:4044.65552 validation_1-mae:5993.25000 [1604] validation_0-mae:4043.83423 validation_1-mae:5993.19238 [1605] validation_0-mae:4043.51685 validation_1-mae:5993.06055 [1606] validation_0-mae:4042.81152 validation_1-mae:5993.32520 [1607] validation_0-mae:4042.38135 validation_1-mae:5993.51074 [1608] validation_0-mae:4041.85889 validation_1-mae:5993.46631 [1609] validation_0-mae:4041.25122 validation_1-mae:5993.40772 [1610] validation_0-mae:4040.31226 validation_1-mae:5993.59961 [1611] validation_0-mae:4039.71997 validation_1-mae:5993.31787 [1612] validation_0-mae:4039.59351 validation_1-mae:5993.37939 [1613] validation_0-mae:4039.46631 validation_1-mae:5993.39062 [1614] validation_0-mae:4039.35767 validation_1-mae:5993.57910 [1615] validation_0-mae:4038.56104 validation_1-mae:5993.47559 [1616] validation_0-mae:4037.40723 validation_1-mae:5993.46387 [1617] validation_0-mae:4036.67163 validation_1-mae:5993.61426 [1618] validation_0-mae:4036.11157 validation_1-mae:5993.70947 [1619] validation_0-mae:4035.63892 validation_1-mae:5993.99707 [1620] validation_0-mae:4034.43628 validation_1-mae:5994.26074 [1621] validation_0-mae:4034.00049 validation_1-mae:5994.31543 [1622] validation_0-mae:4033.96191 validation_1-mae:5994.32275 [1623] validation_0-mae:4033.49634 validation_1-mae:5994.39014 [1624] validation_0-mae:4032.58252 validation_1-mae:5993.82471 [1625] validation_0-mae:4032.54468 validation_1-mae:5993.81006 [1626] validation_0-mae:4031.93237 validation_1-mae:5993.37891 [1627] validation_0-mae:4031.25586 validation_1-mae:5993.42822 [1628] validation_0-mae:4030.68921 validation_1-mae:5993.32031 [1629] validation_0-mae:4029.47778 validation_1-mae:5993.37988 [1630] validation_0-mae:4028.21777 validation_1-mae:5993.68994 [1631] validation_0-mae:4027.40527 validation_1-mae:5993.24951 [1632] validation_0-mae:4026.49780 validation_1-mae:5993.46240 [1633] validation_0-mae:4025.26636 validation_1-mae:5993.73926 [1634] validation_0-mae:4024.38843 validation_1-mae:5993.25488 [1635] validation_0-mae:4023.21973 validation_1-mae:5993.64795 [1636] validation_0-mae:4022.18506 validation_1-mae:5993.42188 [1637] validation_0-mae:4021.31494 validation_1-mae:5993.67041 [1638] validation_0-mae:4020.74365 validation_1-mae:5993.80713 [1639] validation_0-mae:4019.98633 validation_1-mae:5993.38770 [1640] validation_0-mae:4019.00269 validation_1-mae:5993.30908 [1641] validation_0-mae:4018.45606 validation_1-mae:5993.36328 [1642] validation_0-mae:4017.77466 validation_1-mae:5992.75879 [1643] validation_0-mae:4016.88550 validation_1-mae:5992.60352 [1644] validation_0-mae:4016.31128 validation_1-mae:5992.59277 [1645] validation_0-mae:4015.37451 validation_1-mae:5992.33984 [1646] validation_0-mae:4014.71851 validation_1-mae:5992.07373 [1647] validation_0-mae:4013.75513 validation_1-mae:5992.01953 [1648] validation_0-mae:4013.13647 validation_1-mae:5992.51270 [1649] validation_0-mae:4012.77563 validation_1-mae:5992.53955 [1650] validation_0-mae:4012.03149 validation_1-mae:5992.64697 [1651] validation_0-mae:4011.21655 validation_1-mae:5993.06982 [1652] validation_0-mae:4010.77417 validation_1-mae:5992.96973 [1653] validation_0-mae:4009.94116 validation_1-mae:5992.72510 [1654] validation_0-mae:4009.26782 validation_1-mae:5992.83789 [1655] validation_0-mae:4008.85132 validation_1-mae:5992.87695 [1656] validation_0-mae:4008.22070 validation_1-mae:5992.89160 [1657] validation_0-mae:4007.70679 validation_1-mae:5993.09522 [1658] validation_0-mae:4007.03076 validation_1-mae:5993.15234 [1659] validation_0-mae:4006.72217 validation_1-mae:5993.21777 [1660] validation_0-mae:4006.22437 validation_1-mae:5993.25195 [1661] validation_0-mae:4004.99194 validation_1-mae:5993.96436 [1662] validation_0-mae:4004.34033 validation_1-mae:5994.12695 [1663] validation_0-mae:4002.96753 validation_1-mae:5993.51123 [1664] validation_0-mae:4001.96606 validation_1-mae:5993.08203 [1665] validation_0-mae:4001.94482 validation_1-mae:5993.04541 [1666] validation_0-mae:4001.34644 validation_1-mae:5993.03125 [1667] validation_0-mae:4000.80737 validation_1-mae:5993.03662 [1668] validation_0-mae:4000.29688 validation_1-mae:5992.80371 [1669] validation_0-mae:3999.87158 validation_1-mae:5992.87793 [1670] validation_0-mae:3998.53760 validation_1-mae:5992.53857 [1671] validation_0-mae:3997.26709 validation_1-mae:5992.18701 [1672] validation_0-mae:3995.41894 validation_1-mae:5992.00537 [1673] validation_0-mae:3994.16846 validation_1-mae:5991.92920 [1674] validation_0-mae:3992.74536 validation_1-mae:5991.73389 [1675] validation_0-mae:3992.00269 validation_1-mae:5991.42920 [1676] validation_0-mae:3991.50708 validation_1-mae:5991.41504 [1677] validation_0-mae:3990.62720 validation_1-mae:5990.99658 [1678] validation_0-mae:3989.88355 validation_1-mae:5991.00684 [1679] validation_0-mae:3989.34937 validation_1-mae:5990.83203 [1680] validation_0-mae:3988.83643 validation_1-mae:5990.95654 [1681] validation_0-mae:3988.57983 validation_1-mae:5990.93603 [1682] validation_0-mae:3987.89624 validation_1-mae:5990.67334 [1683] validation_0-mae:3987.67432 validation_1-mae:5990.71484 [1684] validation_0-mae:3987.64038 validation_1-mae:5990.75879 [1685] validation_0-mae:3987.56543 validation_1-mae:5990.79346 [1686] validation_0-mae:3987.31226 validation_1-mae:5990.91943 [1687] validation_0-mae:3987.23340 validation_1-mae:5990.96875 [1688] validation_0-mae:3986.07178 validation_1-mae:5990.69385 [1689] validation_0-mae:3985.16016 validation_1-mae:5991.04736 [1690] validation_0-mae:3984.30151 validation_1-mae:5990.66895 [1691] validation_0-mae:3982.13721 validation_1-mae:5990.73242 [1692] validation_0-mae:3981.47339 validation_1-mae:5990.65381 [1693] validation_0-mae:3980.34131 validation_1-mae:5990.16406 [1694] validation_0-mae:3980.09937 validation_1-mae:5990.16602 [1695] validation_0-mae:3979.51978 validation_1-mae:5990.54639 [1696] validation_0-mae:3978.17310 validation_1-mae:5990.59473 [1697] validation_0-mae:3977.04907 validation_1-mae:5990.28760 [1698] validation_0-mae:3976.21704 validation_1-mae:5990.35156 [1699] validation_0-mae:3974.93359 validation_1-mae:5989.94434 Dropping: drz [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65137 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.57666 [21] validation_0-mae:7944.89600 validation_1-mae:7832.65723 [22] validation_0-mae:7846.75684 validation_1-mae:7746.49707 [23] validation_0-mae:7760.49268 validation_1-mae:7677.36865 [24] validation_0-mae:7676.77881 validation_1-mae:7599.02197 [25] validation_0-mae:7604.22461 validation_1-mae:7535.70166 [26] validation_0-mae:7548.77930 validation_1-mae:7488.89014 [27] validation_0-mae:7488.50049 validation_1-mae:7434.85938 [28] validation_0-mae:7439.26465 validation_1-mae:7393.77002 [29] validation_0-mae:7397.07129 validation_1-mae:7359.71387 [30] validation_0-mae:7361.33447 validation_1-mae:7329.10693 [31] validation_0-mae:7320.76904 validation_1-mae:7292.63770 [32] validation_0-mae:7292.27344 validation_1-mae:7275.50635 [33] validation_0-mae:7264.06689 validation_1-mae:7254.46436 [34] validation_0-mae:7233.79004 validation_1-mae:7234.50293 [35] validation_0-mae:7202.32031 validation_1-mae:7209.63086 [36] validation_0-mae:7185.08740 validation_1-mae:7196.21484 [37] validation_0-mae:7167.61963 validation_1-mae:7185.78320 [38] validation_0-mae:7142.17969 validation_1-mae:7164.28418 [39] validation_0-mae:7120.81445 validation_1-mae:7147.10059 [40] validation_0-mae:7102.98682 validation_1-mae:7136.73193 [41] validation_0-mae:7086.79443 validation_1-mae:7124.33643 [42] validation_0-mae:7069.74609 validation_1-mae:7113.59473 [43] validation_0-mae:7049.70898 validation_1-mae:7099.78809 [44] validation_0-mae:7033.69287 validation_1-mae:7086.73096 [45] validation_0-mae:7014.76465 validation_1-mae:7073.57129 [46] validation_0-mae:6998.53857 validation_1-mae:7063.39941 [47] validation_0-mae:6975.02393 validation_1-mae:7044.63477 [48] validation_0-mae:6963.79541 validation_1-mae:7035.97363 [49] validation_0-mae:6944.66797 validation_1-mae:7021.80078 [50] validation_0-mae:6920.67480 validation_1-mae:7006.39209 [51] validation_0-mae:6908.85303 validation_1-mae:6997.15088 [52] validation_0-mae:6890.51709 validation_1-mae:6985.20850 [53] validation_0-mae:6871.32324 validation_1-mae:6968.44482 [54] validation_0-mae:6856.89600 validation_1-mae:6955.79004 [55] validation_0-mae:6846.20459 validation_1-mae:6949.34912 [56] validation_0-mae:6826.03027 validation_1-mae:6932.65625 [57] validation_0-mae:6813.08398 validation_1-mae:6924.08008 [58] validation_0-mae:6803.71582 validation_1-mae:6917.30713 [59] validation_0-mae:6786.72754 validation_1-mae:6909.34375 [60] validation_0-mae:6774.04492 validation_1-mae:6898.81250 [61] validation_0-mae:6760.41797 validation_1-mae:6888.01172 [62] validation_0-mae:6749.58691 validation_1-mae:6881.37451 [63] validation_0-mae:6734.16895 validation_1-mae:6868.89648 [64] validation_0-mae:6721.70703 validation_1-mae:6858.17480 [65] validation_0-mae:6710.04395 validation_1-mae:6849.46484 [66] validation_0-mae:6696.66162 validation_1-mae:6835.76221 [67] validation_0-mae:6686.05078 validation_1-mae:6830.04492 [68] validation_0-mae:6675.47510 validation_1-mae:6821.59277 [69] validation_0-mae:6670.55078 validation_1-mae:6818.26953 [70] validation_0-mae:6656.58936 validation_1-mae:6809.11816 [71] validation_0-mae:6645.05908 validation_1-mae:6800.45068 [72] validation_0-mae:6634.14893 validation_1-mae:6795.70801 [73] validation_0-mae:6626.81543 validation_1-mae:6789.31982 [74] validation_0-mae:6615.48486 validation_1-mae:6782.26318 [75] validation_0-mae:6594.62647 validation_1-mae:6763.54346 [76] validation_0-mae:6584.61572 validation_1-mae:6755.82227 [77] validation_0-mae:6580.52246 validation_1-mae:6751.39551 [78] validation_0-mae:6571.61914 validation_1-mae:6744.04639 [79] validation_0-mae:6562.51611 validation_1-mae:6739.27197 [80] validation_0-mae:6553.35840 validation_1-mae:6730.59619 [81] validation_0-mae:6540.77051 validation_1-mae:6722.40137 [82] validation_0-mae:6534.70850 validation_1-mae:6717.92383 [83] validation_0-mae:6526.16943 validation_1-mae:6711.30273 [84] validation_0-mae:6519.55664 validation_1-mae:6708.47607 [85] validation_0-mae:6510.32275 validation_1-mae:6701.80078 [86] validation_0-mae:6502.94092 validation_1-mae:6698.87695 [87] validation_0-mae:6490.16992 validation_1-mae:6688.84619 [88] validation_0-mae:6477.60596 validation_1-mae:6683.00879 [89] validation_0-mae:6471.63135 validation_1-mae:6677.07568 [90] validation_0-mae:6465.46338 validation_1-mae:6673.26416 [91] validation_0-mae:6457.59522 validation_1-mae:6666.30615 [92] validation_0-mae:6450.43164 validation_1-mae:6662.84375 [93] validation_0-mae:6442.52686 validation_1-mae:6659.69678 [94] validation_0-mae:6435.18066 validation_1-mae:6654.34668 [95] validation_0-mae:6427.90039 validation_1-mae:6648.77393 [96] validation_0-mae:6421.48535 validation_1-mae:6644.79053 [97] validation_0-mae:6411.04785 validation_1-mae:6638.40234 [98] validation_0-mae:6403.91064 validation_1-mae:6632.00098 [99] validation_0-mae:6396.84228 validation_1-mae:6627.27393 [100] validation_0-mae:6388.18603 validation_1-mae:6620.31299 [101] validation_0-mae:6385.47559 validation_1-mae:6618.72998 [102] validation_0-mae:6377.70654 validation_1-mae:6615.49951 [103] validation_0-mae:6372.88721 validation_1-mae:6611.01367 [104] validation_0-mae:6367.11963 validation_1-mae:6607.03711 [105] validation_0-mae:6361.61133 validation_1-mae:6602.71240 [106] validation_0-mae:6354.73535 validation_1-mae:6600.03857 [107] validation_0-mae:6351.73486 validation_1-mae:6598.59033 [108] validation_0-mae:6347.29199 validation_1-mae:6595.83252 [109] validation_0-mae:6340.40186 validation_1-mae:6590.92236 [110] validation_0-mae:6332.76660 validation_1-mae:6585.27930 [111] validation_0-mae:6328.40234 validation_1-mae:6583.26514 [112] validation_0-mae:6324.09619 validation_1-mae:6579.25977 [113] validation_0-mae:6317.14746 validation_1-mae:6574.79102 [114] validation_0-mae:6312.28076 validation_1-mae:6571.53027 [115] validation_0-mae:6307.44629 validation_1-mae:6569.72852 [116] validation_0-mae:6303.75098 validation_1-mae:6566.72314 [117] validation_0-mae:6300.46240 validation_1-mae:6565.72852 [118] validation_0-mae:6285.49316 validation_1-mae:6554.31494 [119] validation_0-mae:6280.44287 validation_1-mae:6553.33154 [120] validation_0-mae:6275.94531 validation_1-mae:6551.41699 [121] validation_0-mae:6269.61475 validation_1-mae:6547.88867 [122] validation_0-mae:6265.71728 validation_1-mae:6546.26465 [123] validation_0-mae:6260.69434 validation_1-mae:6542.34424 [124] validation_0-mae:6255.40723 validation_1-mae:6537.93457 [125] validation_0-mae:6252.21533 validation_1-mae:6535.45020 [126] validation_0-mae:6248.73242 validation_1-mae:6533.06348 [127] validation_0-mae:6245.21240 validation_1-mae:6531.84570 [128] validation_0-mae:6239.31397 validation_1-mae:6528.50439 [129] validation_0-mae:6230.73389 validation_1-mae:6522.10352 [130] validation_0-mae:6222.81103 validation_1-mae:6517.96973 [131] validation_0-mae:6215.81250 validation_1-mae:6512.72070 [132] validation_0-mae:6208.52686 validation_1-mae:6505.96436 [133] validation_0-mae:6207.25000 validation_1-mae:6505.42920 [134] validation_0-mae:6200.48145 validation_1-mae:6501.78906 [135] validation_0-mae:6196.98242 validation_1-mae:6500.92969 [136] validation_0-mae:6191.95264 validation_1-mae:6496.70801 [137] validation_0-mae:6185.63721 validation_1-mae:6492.50684 [138] validation_0-mae:6179.22070 validation_1-mae:6487.48535 [139] validation_0-mae:6174.90674 validation_1-mae:6486.05713 [140] validation_0-mae:6170.86084 validation_1-mae:6483.74219 [141] validation_0-mae:6167.00098 validation_1-mae:6480.91992 [142] validation_0-mae:6162.78027 validation_1-mae:6480.14941 [143] validation_0-mae:6159.03955 validation_1-mae:6478.69971 [144] validation_0-mae:6156.55127 validation_1-mae:6477.32764 [145] validation_0-mae:6154.79004 validation_1-mae:6476.11523 [146] validation_0-mae:6150.08594 validation_1-mae:6473.66553 [147] validation_0-mae:6145.03369 validation_1-mae:6471.94971 [148] validation_0-mae:6141.25635 validation_1-mae:6470.63867 [149] validation_0-mae:6133.24219 validation_1-mae:6464.56836 [150] validation_0-mae:6129.84326 validation_1-mae:6462.97119 [151] validation_0-mae:6125.86572 validation_1-mae:6460.66064 [152] validation_0-mae:6117.30566 validation_1-mae:6453.69629 [153] validation_0-mae:6111.80615 validation_1-mae:6450.47363 [154] validation_0-mae:6105.25635 validation_1-mae:6449.09326 [155] validation_0-mae:6100.86963 validation_1-mae:6445.82910 [156] validation_0-mae:6095.81055 validation_1-mae:6443.26904 [157] validation_0-mae:6094.80420 validation_1-mae:6442.14600 [158] validation_0-mae:6091.64258 validation_1-mae:6441.26758 [159] validation_0-mae:6086.85352 validation_1-mae:6437.33740 [160] validation_0-mae:6079.98242 validation_1-mae:6431.90967 [161] validation_0-mae:6076.78516 validation_1-mae:6430.34961 [162] validation_0-mae:6073.68603 validation_1-mae:6429.39844 [163] validation_0-mae:6069.70703 validation_1-mae:6426.79150 [164] validation_0-mae:6066.64600 validation_1-mae:6425.18359 [165] validation_0-mae:6063.58154 validation_1-mae:6425.45361 [166] validation_0-mae:6060.31201 validation_1-mae:6423.82910 [167] validation_0-mae:6057.61572 validation_1-mae:6422.17236 [168] validation_0-mae:6052.45312 validation_1-mae:6420.32617 [169] validation_0-mae:6047.73926 validation_1-mae:6418.55078 [170] validation_0-mae:6045.80615 validation_1-mae:6417.88135 [171] validation_0-mae:6041.22510 validation_1-mae:6418.59326 [172] validation_0-mae:6039.63965 validation_1-mae:6418.41992 [173] validation_0-mae:6036.31836 validation_1-mae:6417.62891 [174] validation_0-mae:6032.70410 validation_1-mae:6415.89404 [175] validation_0-mae:6029.19189 validation_1-mae:6414.63574 [176] validation_0-mae:6025.88672 validation_1-mae:6413.50537 [177] validation_0-mae:6023.56934 validation_1-mae:6412.06592 [178] validation_0-mae:6021.21582 validation_1-mae:6410.94092 [179] validation_0-mae:6018.04736 validation_1-mae:6409.24707 [180] validation_0-mae:6015.53857 validation_1-mae:6407.45557 [181] validation_0-mae:6015.06055 validation_1-mae:6407.31201 [182] validation_0-mae:6008.23633 validation_1-mae:6403.86377 [183] validation_0-mae:5999.70898 validation_1-mae:6398.87793 [184] validation_0-mae:5996.48193 validation_1-mae:6397.71045 [185] validation_0-mae:5991.63135 validation_1-mae:6395.75635 [186] validation_0-mae:5989.04297 validation_1-mae:6395.92480 [187] validation_0-mae:5984.61719 validation_1-mae:6393.29785 [188] validation_0-mae:5980.36475 validation_1-mae:6391.46973 [189] validation_0-mae:5975.98926 validation_1-mae:6388.41260 [190] validation_0-mae:5969.76465 validation_1-mae:6385.33643 [191] validation_0-mae:5966.18164 validation_1-mae:6383.73779 [192] validation_0-mae:5963.09082 validation_1-mae:6383.18652 [193] validation_0-mae:5960.63672 validation_1-mae:6382.55566 [194] validation_0-mae:5959.54102 validation_1-mae:6381.84033 [195] validation_0-mae:5956.40967 validation_1-mae:6381.30664 [196] validation_0-mae:5953.78711 validation_1-mae:6379.32520 [197] validation_0-mae:5951.14551 validation_1-mae:6377.62061 [198] validation_0-mae:5948.77393 validation_1-mae:6376.27246 [199] validation_0-mae:5944.65039 validation_1-mae:6375.21045 [200] validation_0-mae:5942.31055 validation_1-mae:6374.23633 [201] validation_0-mae:5939.12744 validation_1-mae:6373.29639 [202] validation_0-mae:5935.48975 validation_1-mae:6372.78369 [203] validation_0-mae:5933.61426 validation_1-mae:6372.09619 [204] validation_0-mae:5927.83545 validation_1-mae:6369.99023 [205] validation_0-mae:5922.65967 validation_1-mae:6368.94873 [206] validation_0-mae:5918.70752 validation_1-mae:6366.37158 [207] validation_0-mae:5912.37598 validation_1-mae:6361.22217 [208] validation_0-mae:5910.04297 validation_1-mae:6360.65820 [209] validation_0-mae:5909.07812 validation_1-mae:6360.42578 [210] validation_0-mae:5906.16113 validation_1-mae:6359.91650 [211] validation_0-mae:5900.21045 validation_1-mae:6357.26123 [212] validation_0-mae:5896.07422 validation_1-mae:6355.64404 [213] validation_0-mae:5894.13574 validation_1-mae:6355.42383 [214] validation_0-mae:5891.35059 validation_1-mae:6354.47168 [215] validation_0-mae:5886.97900 validation_1-mae:6351.55811 [216] validation_0-mae:5883.60596 validation_1-mae:6351.44629 [217] validation_0-mae:5880.00342 validation_1-mae:6349.78027 [218] validation_0-mae:5878.79150 validation_1-mae:6349.07227 [219] validation_0-mae:5876.90820 validation_1-mae:6348.46582 [220] validation_0-mae:5874.62939 validation_1-mae:6346.77539 [221] validation_0-mae:5872.10400 validation_1-mae:6345.98535 [222] validation_0-mae:5867.57275 validation_1-mae:6343.43311 [223] validation_0-mae:5865.78857 validation_1-mae:6342.71924 [224] validation_0-mae:5865.01758 validation_1-mae:6342.72363 [225] validation_0-mae:5863.58057 validation_1-mae:6341.34863 [226] validation_0-mae:5860.97803 validation_1-mae:6342.03272 [227] validation_0-mae:5856.66406 validation_1-mae:6339.50391 [228] validation_0-mae:5852.91943 validation_1-mae:6336.51855 [229] validation_0-mae:5845.58594 validation_1-mae:6330.79150 [230] validation_0-mae:5839.43750 validation_1-mae:6326.17676 [231] validation_0-mae:5836.72705 validation_1-mae:6324.51953 [232] validation_0-mae:5833.36377 validation_1-mae:6322.76807 [233] validation_0-mae:5828.91455 validation_1-mae:6318.94189 [234] validation_0-mae:5825.32080 validation_1-mae:6318.07520 [235] validation_0-mae:5823.41162 validation_1-mae:6316.90918 [236] validation_0-mae:5821.31934 validation_1-mae:6315.92383 [237] validation_0-mae:5816.73242 validation_1-mae:6313.56103 [238] validation_0-mae:5815.86279 validation_1-mae:6313.12109 [239] validation_0-mae:5811.49121 validation_1-mae:6310.44336 [240] validation_0-mae:5808.39404 validation_1-mae:6309.42188 [241] validation_0-mae:5805.13330 validation_1-mae:6308.12549 [242] validation_0-mae:5803.43408 validation_1-mae:6307.75732 [243] validation_0-mae:5800.56494 validation_1-mae:6306.37549 [244] validation_0-mae:5798.26074 validation_1-mae:6304.93994 [245] validation_0-mae:5795.84131 validation_1-mae:6304.34375 [246] validation_0-mae:5794.55420 validation_1-mae:6303.73340 [247] validation_0-mae:5792.75830 validation_1-mae:6303.44238 [248] validation_0-mae:5789.75293 validation_1-mae:6302.52686 [249] validation_0-mae:5789.15283 validation_1-mae:6302.42480 [250] validation_0-mae:5784.59277 validation_1-mae:6300.50586 [251] validation_0-mae:5782.48291 validation_1-mae:6299.51660 [252] validation_0-mae:5780.14062 validation_1-mae:6299.11914 [253] validation_0-mae:5778.29834 validation_1-mae:6298.60938 [254] validation_0-mae:5776.72998 validation_1-mae:6298.64648 [255] validation_0-mae:5775.72559 validation_1-mae:6298.46143 [256] validation_0-mae:5773.73096 validation_1-mae:6297.82959 [257] validation_0-mae:5771.70215 validation_1-mae:6296.34131 [258] validation_0-mae:5770.25732 validation_1-mae:6295.37207 [259] validation_0-mae:5766.94775 validation_1-mae:6292.48779 [260] validation_0-mae:5765.38672 validation_1-mae:6292.43164 [261] validation_0-mae:5762.74414 validation_1-mae:6291.26367 [262] validation_0-mae:5760.84180 validation_1-mae:6291.74463 [263] validation_0-mae:5758.62353 validation_1-mae:6290.05615 [264] validation_0-mae:5755.70459 validation_1-mae:6289.56543 [265] validation_0-mae:5751.83398 validation_1-mae:6289.43652 [266] validation_0-mae:5748.02930 validation_1-mae:6286.57812 [267] validation_0-mae:5745.39941 validation_1-mae:6285.69775 [268] validation_0-mae:5742.47217 validation_1-mae:6283.73193 [269] validation_0-mae:5736.97705 validation_1-mae:6279.56934 [270] validation_0-mae:5733.43408 validation_1-mae:6278.47412 [271] validation_0-mae:5730.54102 validation_1-mae:6277.35693 [272] validation_0-mae:5723.48828 validation_1-mae:6274.33643 [273] validation_0-mae:5721.64062 validation_1-mae:6273.72754 [274] validation_0-mae:5720.67920 validation_1-mae:6274.05908 [275] validation_0-mae:5719.78711 validation_1-mae:6273.33447 [276] validation_0-mae:5715.82324 validation_1-mae:6271.14600 [277] validation_0-mae:5714.99512 validation_1-mae:6270.70166 [278] validation_0-mae:5713.94873 validation_1-mae:6270.55322 [279] validation_0-mae:5711.12988 validation_1-mae:6269.47852 [280] validation_0-mae:5706.86914 validation_1-mae:6267.45605 [281] validation_0-mae:5704.45312 validation_1-mae:6267.03955 [282] validation_0-mae:5702.69482 validation_1-mae:6265.93750 [283] validation_0-mae:5700.79053 validation_1-mae:6265.56250 [284] validation_0-mae:5698.29395 validation_1-mae:6264.11719 [285] validation_0-mae:5696.75537 validation_1-mae:6263.96191 [286] validation_0-mae:5696.09424 validation_1-mae:6263.71875 [287] validation_0-mae:5695.47803 validation_1-mae:6263.48340 [288] validation_0-mae:5690.74951 validation_1-mae:6261.65967 [289] validation_0-mae:5687.50439 validation_1-mae:6260.81494 [290] validation_0-mae:5685.48828 validation_1-mae:6259.86084 [291] validation_0-mae:5681.98779 validation_1-mae:6258.79590 [292] validation_0-mae:5680.81152 validation_1-mae:6257.87305 [293] validation_0-mae:5677.99609 validation_1-mae:6256.31152 [294] validation_0-mae:5675.66748 validation_1-mae:6255.68115 [295] validation_0-mae:5673.59961 validation_1-mae:6254.97363 [296] validation_0-mae:5672.67432 validation_1-mae:6254.60254 [297] validation_0-mae:5672.39355 validation_1-mae:6254.84082 [298] validation_0-mae:5670.76025 validation_1-mae:6254.25488 [299] validation_0-mae:5666.49609 validation_1-mae:6251.53369 [300] validation_0-mae:5663.90088 validation_1-mae:6250.93897 [301] validation_0-mae:5661.73242 validation_1-mae:6250.93652 [302] validation_0-mae:5660.14648 validation_1-mae:6250.69336 [303] validation_0-mae:5658.27002 validation_1-mae:6250.70117 [304] validation_0-mae:5654.53857 validation_1-mae:6250.35693 [305] validation_0-mae:5652.11084 validation_1-mae:6250.43897 [306] validation_0-mae:5650.68018 validation_1-mae:6250.22852 [307] validation_0-mae:5648.82031 validation_1-mae:6250.76514 [308] validation_0-mae:5647.25342 validation_1-mae:6249.89258 [309] validation_0-mae:5644.01904 validation_1-mae:6248.69189 [310] validation_0-mae:5643.12207 validation_1-mae:6248.34277 [311] validation_0-mae:5640.83789 validation_1-mae:6247.40039 [312] validation_0-mae:5637.75000 validation_1-mae:6246.48779 [313] validation_0-mae:5634.77686 validation_1-mae:6244.40820 [314] validation_0-mae:5631.51611 validation_1-mae:6242.94678 [315] validation_0-mae:5630.05762 validation_1-mae:6242.72070 [316] validation_0-mae:5625.92529 validation_1-mae:6242.18506 [317] validation_0-mae:5624.61523 validation_1-mae:6241.62988 [318] validation_0-mae:5622.19727 validation_1-mae:6241.29639 [319] validation_0-mae:5617.01855 validation_1-mae:6238.22998 [320] validation_0-mae:5613.09668 validation_1-mae:6236.51123 [321] validation_0-mae:5612.01709 validation_1-mae:6236.20752 [322] validation_0-mae:5611.85547 validation_1-mae:6236.43701 [323] validation_0-mae:5606.91992 validation_1-mae:6233.78516 [324] validation_0-mae:5605.77588 validation_1-mae:6233.09277 [325] validation_0-mae:5605.03955 validation_1-mae:6232.77881 [326] validation_0-mae:5602.93945 validation_1-mae:6232.34326 [327] validation_0-mae:5601.30371 validation_1-mae:6231.73877 [328] validation_0-mae:5600.76953 validation_1-mae:6231.73779 [329] validation_0-mae:5598.59717 validation_1-mae:6230.53613 [330] validation_0-mae:5594.14551 validation_1-mae:6228.64893 [331] validation_0-mae:5590.88672 validation_1-mae:6228.77978 [332] validation_0-mae:5587.76123 validation_1-mae:6227.38037 [333] validation_0-mae:5585.78174 validation_1-mae:6227.03418 [334] validation_0-mae:5583.84228 validation_1-mae:6227.22607 [335] validation_0-mae:5581.17920 validation_1-mae:6225.61035 [336] validation_0-mae:5579.10254 validation_1-mae:6224.80811 [337] validation_0-mae:5578.60840 validation_1-mae:6224.45557 [338] validation_0-mae:5576.51514 validation_1-mae:6224.62012 [339] validation_0-mae:5573.92676 validation_1-mae:6222.08203 [340] validation_0-mae:5571.31787 validation_1-mae:6221.89551 [341] validation_0-mae:5569.11377 validation_1-mae:6222.22119 [342] validation_0-mae:5567.29736 validation_1-mae:6222.25342 [343] validation_0-mae:5566.16064 validation_1-mae:6221.39844 [344] validation_0-mae:5562.20703 validation_1-mae:6220.14111 [345] validation_0-mae:5560.90381 validation_1-mae:6219.51318 [346] validation_0-mae:5558.05908 validation_1-mae:6218.75684 [347] validation_0-mae:5557.83936 validation_1-mae:6218.78906 [348] validation_0-mae:5555.32031 validation_1-mae:6218.86230 [349] validation_0-mae:5552.53027 validation_1-mae:6218.47070 [350] validation_0-mae:5549.46533 validation_1-mae:6218.22412 [351] validation_0-mae:5547.34814 validation_1-mae:6217.94385 [352] validation_0-mae:5545.00342 validation_1-mae:6216.71533 [353] validation_0-mae:5541.62891 validation_1-mae:6215.32031 [354] validation_0-mae:5539.54492 validation_1-mae:6214.96338 [355] validation_0-mae:5537.62207 validation_1-mae:6215.31934 [356] validation_0-mae:5532.91016 validation_1-mae:6212.96338 [357] validation_0-mae:5529.62793 validation_1-mae:6212.63916 [358] validation_0-mae:5528.72754 validation_1-mae:6212.57812 [359] validation_0-mae:5528.14404 validation_1-mae:6212.64160 [360] validation_0-mae:5527.60254 validation_1-mae:6212.65234 [361] validation_0-mae:5527.25586 validation_1-mae:6212.59863 [362] validation_0-mae:5525.41211 validation_1-mae:6211.48730 [363] validation_0-mae:5522.79053 validation_1-mae:6210.66650 [364] validation_0-mae:5519.10938 validation_1-mae:6209.28516 [365] validation_0-mae:5518.01660 validation_1-mae:6209.10107 [366] validation_0-mae:5514.26855 validation_1-mae:6207.47656 [367] validation_0-mae:5512.47852 validation_1-mae:6206.54932 [368] validation_0-mae:5509.76562 validation_1-mae:6205.81348 [369] validation_0-mae:5507.55713 validation_1-mae:6204.41357 [370] validation_0-mae:5505.96728 validation_1-mae:6203.99365 [371] validation_0-mae:5504.86475 validation_1-mae:6203.63330 [372] validation_0-mae:5501.99219 validation_1-mae:6202.43506 [373] validation_0-mae:5501.02002 validation_1-mae:6202.28320 [374] validation_0-mae:5496.93164 validation_1-mae:6201.67676 [375] validation_0-mae:5495.40625 validation_1-mae:6201.75977 [376] validation_0-mae:5493.02246 validation_1-mae:6201.36182 [377] validation_0-mae:5490.26367 validation_1-mae:6201.27539 [378] validation_0-mae:5487.12061 validation_1-mae:6199.83838 [379] validation_0-mae:5481.70215 validation_1-mae:6198.31494 [380] validation_0-mae:5480.19043 validation_1-mae:6198.16553 [381] validation_0-mae:5478.77588 validation_1-mae:6197.64648 [382] validation_0-mae:5477.40137 validation_1-mae:6197.62305 [383] validation_0-mae:5474.57520 validation_1-mae:6196.58350 [384] validation_0-mae:5472.26221 validation_1-mae:6196.18897 [385] validation_0-mae:5469.59668 validation_1-mae:6194.56494 [386] validation_0-mae:5466.41357 validation_1-mae:6193.56592 [387] validation_0-mae:5464.02100 validation_1-mae:6193.18018 [388] validation_0-mae:5462.90332 validation_1-mae:6192.06201 [389] validation_0-mae:5460.00391 validation_1-mae:6190.75977 [390] validation_0-mae:5458.12598 validation_1-mae:6190.59863 [391] validation_0-mae:5456.04834 validation_1-mae:6190.69531 [392] validation_0-mae:5453.75635 validation_1-mae:6190.21582 [393] validation_0-mae:5452.96533 validation_1-mae:6189.59814 [394] validation_0-mae:5447.91016 validation_1-mae:6188.04199 [395] validation_0-mae:5445.83350 validation_1-mae:6186.95703 [396] validation_0-mae:5444.22852 validation_1-mae:6186.20410 [397] validation_0-mae:5443.80664 validation_1-mae:6186.33545 [398] validation_0-mae:5443.30615 validation_1-mae:6185.93164 [399] validation_0-mae:5441.99414 validation_1-mae:6185.84619 [400] validation_0-mae:5440.99365 validation_1-mae:6185.11768 [401] validation_0-mae:5439.57031 validation_1-mae:6184.07031 [402] validation_0-mae:5436.87793 validation_1-mae:6183.94580 [403] validation_0-mae:5435.43701 validation_1-mae:6183.63037 [404] validation_0-mae:5434.79492 validation_1-mae:6183.61523 [405] validation_0-mae:5430.78272 validation_1-mae:6181.63477 [406] validation_0-mae:5428.43799 validation_1-mae:6180.53906 [407] validation_0-mae:5426.76123 validation_1-mae:6180.30957 [408] validation_0-mae:5425.57080 validation_1-mae:6179.84131 [409] validation_0-mae:5423.78809 validation_1-mae:6179.20557 [410] validation_0-mae:5422.84033 validation_1-mae:6179.13281 [411] validation_0-mae:5419.52295 validation_1-mae:6177.41357 [412] validation_0-mae:5416.65430 validation_1-mae:6175.82617 [413] validation_0-mae:5414.29395 validation_1-mae:6174.53369 [414] validation_0-mae:5412.43115 validation_1-mae:6173.17432 [415] validation_0-mae:5411.61670 validation_1-mae:6173.35547 [416] validation_0-mae:5410.07764 validation_1-mae:6173.13965 [417] validation_0-mae:5405.86572 validation_1-mae:6172.89453 [418] validation_0-mae:5404.34766 validation_1-mae:6173.41992 [419] validation_0-mae:5403.26172 validation_1-mae:6172.85938 [420] validation_0-mae:5402.83936 validation_1-mae:6172.69531 [421] validation_0-mae:5402.08643 validation_1-mae:6172.29346 [422] validation_0-mae:5401.69238 validation_1-mae:6172.37891 [423] validation_0-mae:5399.77393 validation_1-mae:6173.01270 [424] validation_0-mae:5397.61914 validation_1-mae:6172.31982 [425] validation_0-mae:5395.31152 validation_1-mae:6171.64258 [426] validation_0-mae:5393.52100 validation_1-mae:6171.06836 [427] validation_0-mae:5391.30762 validation_1-mae:6170.71094 [428] validation_0-mae:5390.29443 validation_1-mae:6170.90430 [429] validation_0-mae:5388.21533 validation_1-mae:6170.87158 [430] validation_0-mae:5384.34814 validation_1-mae:6171.56982 [431] validation_0-mae:5380.87402 validation_1-mae:6169.76855 [432] validation_0-mae:5379.03857 validation_1-mae:6169.48486 [433] validation_0-mae:5377.52637 validation_1-mae:6168.73291 [434] validation_0-mae:5374.04102 validation_1-mae:6166.75879 [435] validation_0-mae:5373.45020 validation_1-mae:6166.85986 [436] validation_0-mae:5372.02100 validation_1-mae:6166.41162 [437] validation_0-mae:5370.29688 validation_1-mae:6165.68652 [438] validation_0-mae:5368.70850 validation_1-mae:6165.84961 [439] validation_0-mae:5367.35645 validation_1-mae:6165.39844 [440] validation_0-mae:5366.87500 validation_1-mae:6165.34033 [441] validation_0-mae:5365.73340 validation_1-mae:6164.31250 [442] validation_0-mae:5364.90820 validation_1-mae:6164.15234 [443] validation_0-mae:5363.64893 validation_1-mae:6164.00488 [444] validation_0-mae:5362.52588 validation_1-mae:6164.78516 [445] validation_0-mae:5358.47168 validation_1-mae:6164.06152 [446] validation_0-mae:5356.47119 validation_1-mae:6163.47168 [447] validation_0-mae:5355.66162 validation_1-mae:6163.75781 [448] validation_0-mae:5354.14502 validation_1-mae:6162.52832 [449] validation_0-mae:5349.67285 validation_1-mae:6160.28857 [450] validation_0-mae:5347.86035 validation_1-mae:6160.00684 [451] validation_0-mae:5345.18164 validation_1-mae:6159.44238 [452] validation_0-mae:5343.33838 validation_1-mae:6158.30322 [453] validation_0-mae:5339.88428 validation_1-mae:6157.00439 [454] validation_0-mae:5336.81982 validation_1-mae:6155.46631 [455] validation_0-mae:5335.08984 validation_1-mae:6155.55078 [456] validation_0-mae:5333.14111 validation_1-mae:6154.65186 [457] validation_0-mae:5331.52393 validation_1-mae:6154.74268 [458] validation_0-mae:5330.82227 validation_1-mae:6154.65381 [459] validation_0-mae:5330.15967 validation_1-mae:6154.60449 [460] validation_0-mae:5329.99219 validation_1-mae:6154.57178 [461] validation_0-mae:5328.69434 validation_1-mae:6154.94580 [462] validation_0-mae:5325.90039 validation_1-mae:6155.05762 [463] validation_0-mae:5323.53613 validation_1-mae:6154.77832 [464] validation_0-mae:5321.48193 validation_1-mae:6153.79639 [465] validation_0-mae:5319.16602 validation_1-mae:6152.74512 [466] validation_0-mae:5317.98096 validation_1-mae:6152.01758 [467] validation_0-mae:5315.75244 validation_1-mae:6151.08350 [468] validation_0-mae:5313.56689 validation_1-mae:6150.16992 [469] validation_0-mae:5311.17578 validation_1-mae:6147.98584 [470] validation_0-mae:5308.93213 validation_1-mae:6148.62305 [471] validation_0-mae:5307.16016 validation_1-mae:6148.68555 [472] validation_0-mae:5306.90332 validation_1-mae:6148.48096 [473] validation_0-mae:5305.31397 validation_1-mae:6148.39600 [474] validation_0-mae:5303.54883 validation_1-mae:6148.63232 [475] validation_0-mae:5302.33887 validation_1-mae:6149.03320 [476] validation_0-mae:5300.88184 validation_1-mae:6148.35986 [477] validation_0-mae:5299.31982 validation_1-mae:6147.56250 [478] validation_0-mae:5297.54102 validation_1-mae:6147.59961 [479] validation_0-mae:5295.63672 validation_1-mae:6147.14990 [480] validation_0-mae:5293.37061 validation_1-mae:6145.84912 [481] validation_0-mae:5291.25000 validation_1-mae:6144.93750 [482] validation_0-mae:5290.19922 validation_1-mae:6144.64502 [483] validation_0-mae:5288.62842 validation_1-mae:6144.44385 [484] validation_0-mae:5285.72119 validation_1-mae:6143.07227 [485] validation_0-mae:5282.58105 validation_1-mae:6142.13965 [486] validation_0-mae:5279.26660 validation_1-mae:6140.97852 [487] validation_0-mae:5275.81494 validation_1-mae:6139.52002 [488] validation_0-mae:5274.52295 validation_1-mae:6139.16650 [489] validation_0-mae:5272.73438 validation_1-mae:6138.05029 [490] validation_0-mae:5270.19531 validation_1-mae:6137.58154 [491] validation_0-mae:5268.59717 validation_1-mae:6136.79541 [492] validation_0-mae:5267.53711 validation_1-mae:6136.86768 [493] validation_0-mae:5267.48975 validation_1-mae:6136.95459 [494] validation_0-mae:5267.34717 validation_1-mae:6136.89746 [495] validation_0-mae:5265.87158 validation_1-mae:6136.84375 [496] validation_0-mae:5264.79346 validation_1-mae:6137.07617 [497] validation_0-mae:5264.26562 validation_1-mae:6136.87744 [498] validation_0-mae:5263.59326 validation_1-mae:6136.81055 [499] validation_0-mae:5262.86572 validation_1-mae:6136.64941 [500] validation_0-mae:5261.78906 validation_1-mae:6136.22266 [501] validation_0-mae:5260.84082 validation_1-mae:6136.41602 [502] validation_0-mae:5259.63379 validation_1-mae:6135.76709 [503] validation_0-mae:5258.10059 validation_1-mae:6136.23779 [504] validation_0-mae:5256.24072 validation_1-mae:6135.40723 [505] validation_0-mae:5255.27197 validation_1-mae:6134.78223 [506] validation_0-mae:5252.60400 validation_1-mae:6134.42822 [507] validation_0-mae:5250.11279 validation_1-mae:6133.76611 [508] validation_0-mae:5248.75732 validation_1-mae:6133.18457 [509] validation_0-mae:5246.89746 validation_1-mae:6132.23096 [510] validation_0-mae:5246.03272 validation_1-mae:6131.92725 [511] validation_0-mae:5244.42822 validation_1-mae:6131.27051 [512] validation_0-mae:5242.75488 validation_1-mae:6129.91455 [513] validation_0-mae:5241.14551 validation_1-mae:6129.34912 [514] validation_0-mae:5238.84131 validation_1-mae:6128.39062 [515] validation_0-mae:5237.41162 validation_1-mae:6128.37549 [516] validation_0-mae:5237.30078 validation_1-mae:6128.43408 [517] validation_0-mae:5236.16943 validation_1-mae:6128.41748 [518] validation_0-mae:5234.49414 validation_1-mae:6128.47314 [519] validation_0-mae:5233.35889 validation_1-mae:6128.09228 [520] validation_0-mae:5231.87305 validation_1-mae:6127.70264 [521] validation_0-mae:5230.46436 validation_1-mae:6127.32324 [522] validation_0-mae:5228.43359 validation_1-mae:6127.03516 [523] validation_0-mae:5228.07129 validation_1-mae:6126.98926 [524] validation_0-mae:5226.75781 validation_1-mae:6126.21875 [525] validation_0-mae:5225.42529 validation_1-mae:6125.93506 [526] validation_0-mae:5224.77197 validation_1-mae:6126.02930 [527] validation_0-mae:5224.03027 validation_1-mae:6126.03906 [528] validation_0-mae:5222.48291 validation_1-mae:6125.98975 [529] validation_0-mae:5221.24316 validation_1-mae:6126.35938 [530] validation_0-mae:5220.38428 validation_1-mae:6126.33936 [531] validation_0-mae:5220.24072 validation_1-mae:6126.26270 [532] validation_0-mae:5217.66357 validation_1-mae:6125.86816 [533] validation_0-mae:5215.41309 validation_1-mae:6125.88281 [534] validation_0-mae:5213.59375 validation_1-mae:6125.32764 [535] validation_0-mae:5212.56006 validation_1-mae:6125.79053 [536] validation_0-mae:5211.70752 validation_1-mae:6125.58887 [537] validation_0-mae:5211.31592 validation_1-mae:6125.60205 [538] validation_0-mae:5210.81641 validation_1-mae:6125.77930 [539] validation_0-mae:5209.14648 validation_1-mae:6125.84863 [540] validation_0-mae:5207.30615 validation_1-mae:6125.67627 [541] validation_0-mae:5205.20117 validation_1-mae:6125.08008 [542] validation_0-mae:5203.21680 validation_1-mae:6123.76904 [543] validation_0-mae:5201.37744 validation_1-mae:6123.20508 [544] validation_0-mae:5200.08447 validation_1-mae:6123.22022 [545] validation_0-mae:5198.43506 validation_1-mae:6123.16797 [546] validation_0-mae:5196.40869 validation_1-mae:6123.14502 [547] validation_0-mae:5195.25537 validation_1-mae:6122.45605 [548] validation_0-mae:5192.37842 validation_1-mae:6122.45850 [549] validation_0-mae:5191.58936 validation_1-mae:6122.10400 [550] validation_0-mae:5189.79980 validation_1-mae:6121.29834 [551] validation_0-mae:5189.65234 validation_1-mae:6121.19482 [552] validation_0-mae:5187.56055 validation_1-mae:6120.71191 [553] validation_0-mae:5186.45605 validation_1-mae:6120.62891 [554] validation_0-mae:5185.65381 validation_1-mae:6120.63037 [555] validation_0-mae:5185.44775 validation_1-mae:6120.73047 [556] validation_0-mae:5184.18311 validation_1-mae:6120.64551 [557] validation_0-mae:5182.61572 validation_1-mae:6119.97217 [558] validation_0-mae:5180.41064 validation_1-mae:6119.01416 [559] validation_0-mae:5179.83008 validation_1-mae:6118.87744 [560] validation_0-mae:5178.52734 validation_1-mae:6118.18897 [561] validation_0-mae:5176.96045 validation_1-mae:6118.26123 [562] validation_0-mae:5175.53027 validation_1-mae:6117.67725 [563] validation_0-mae:5174.84717 validation_1-mae:6117.23340 [564] validation_0-mae:5174.25342 validation_1-mae:6117.30420 [565] validation_0-mae:5172.79932 validation_1-mae:6117.01709 [566] validation_0-mae:5170.50488 validation_1-mae:6115.79199 [567] validation_0-mae:5169.77637 validation_1-mae:6115.60059 [568] validation_0-mae:5166.61621 validation_1-mae:6113.86084 [569] validation_0-mae:5164.54785 validation_1-mae:6113.43848 [570] validation_0-mae:5161.88770 validation_1-mae:6112.58789 [571] validation_0-mae:5161.12891 validation_1-mae:6112.98438 [572] validation_0-mae:5160.45410 validation_1-mae:6112.59619 [573] validation_0-mae:5159.10400 validation_1-mae:6112.51025 [574] validation_0-mae:5156.63477 validation_1-mae:6113.21924 [575] validation_0-mae:5156.29688 validation_1-mae:6113.00635 [576] validation_0-mae:5152.75537 validation_1-mae:6111.83594 [577] validation_0-mae:5148.20264 validation_1-mae:6111.20166 [578] validation_0-mae:5146.43897 validation_1-mae:6110.78760 [579] validation_0-mae:5146.09131 validation_1-mae:6111.02588 [580] validation_0-mae:5145.80469 validation_1-mae:6110.95264 [581] validation_0-mae:5143.35352 validation_1-mae:6110.78125 [582] validation_0-mae:5142.01367 validation_1-mae:6111.18457 [583] validation_0-mae:5141.78467 validation_1-mae:6111.06445 [584] validation_0-mae:5139.22656 validation_1-mae:6109.98584 [585] validation_0-mae:5136.04053 validation_1-mae:6108.98145 [586] validation_0-mae:5133.33691 validation_1-mae:6108.83984 [587] validation_0-mae:5131.44043 validation_1-mae:6107.07275 [588] validation_0-mae:5129.84326 validation_1-mae:6106.50000 [589] validation_0-mae:5128.31787 validation_1-mae:6105.54980 [590] validation_0-mae:5125.69287 validation_1-mae:6105.04688 [591] validation_0-mae:5123.70166 validation_1-mae:6103.65186 [592] validation_0-mae:5121.72949 validation_1-mae:6102.49756 [593] validation_0-mae:5120.74414 validation_1-mae:6102.68506 [594] validation_0-mae:5119.67383 validation_1-mae:6102.50830 [595] validation_0-mae:5117.51660 validation_1-mae:6101.69092 [596] validation_0-mae:5116.29248 validation_1-mae:6100.95410 [597] validation_0-mae:5114.38379 validation_1-mae:6101.25293 [598] validation_0-mae:5112.93066 validation_1-mae:6101.33252 [599] validation_0-mae:5111.34912 validation_1-mae:6100.74268 [600] validation_0-mae:5110.12256 validation_1-mae:6100.31397 [601] validation_0-mae:5109.31299 validation_1-mae:6100.11963 [602] validation_0-mae:5109.02930 validation_1-mae:6100.19287 [603] validation_0-mae:5107.51514 validation_1-mae:6100.11230 [604] validation_0-mae:5106.45215 validation_1-mae:6100.21680 [605] validation_0-mae:5106.07715 validation_1-mae:6100.74023 [606] validation_0-mae:5105.89258 validation_1-mae:6100.56397 [607] validation_0-mae:5104.55420 validation_1-mae:6100.30127 [608] validation_0-mae:5103.51465 validation_1-mae:6099.59228 [609] validation_0-mae:5100.91211 validation_1-mae:6099.65527 [610] validation_0-mae:5099.73047 validation_1-mae:6098.87549 [611] validation_0-mae:5098.83252 validation_1-mae:6099.22363 [612] validation_0-mae:5095.96533 validation_1-mae:6099.05859 [613] validation_0-mae:5093.94971 validation_1-mae:6098.51123 [614] validation_0-mae:5092.73730 validation_1-mae:6097.70850 [615] validation_0-mae:5092.00049 validation_1-mae:6097.62891 [616] validation_0-mae:5090.28174 validation_1-mae:6097.02344 [617] validation_0-mae:5089.22119 validation_1-mae:6096.93799 [618] validation_0-mae:5087.49512 validation_1-mae:6096.52197 [619] validation_0-mae:5085.62842 validation_1-mae:6096.58301 [620] validation_0-mae:5085.42090 validation_1-mae:6096.65137 [621] validation_0-mae:5083.80127 validation_1-mae:6096.31787 [622] validation_0-mae:5081.26465 validation_1-mae:6096.32422 [623] validation_0-mae:5080.32715 validation_1-mae:6096.30420 [624] validation_0-mae:5079.33789 validation_1-mae:6096.10303 [625] validation_0-mae:5077.21289 validation_1-mae:6096.32715 [626] validation_0-mae:5074.83887 validation_1-mae:6095.90088 [627] validation_0-mae:5072.25391 validation_1-mae:6095.02344 [628] validation_0-mae:5071.31738 validation_1-mae:6095.01514 [629] validation_0-mae:5070.48291 validation_1-mae:6095.78223 [630] validation_0-mae:5069.18945 validation_1-mae:6095.47119 [631] validation_0-mae:5068.48682 validation_1-mae:6095.69092 [632] validation_0-mae:5067.95605 validation_1-mae:6095.53223 [633] validation_0-mae:5067.00928 validation_1-mae:6095.58887 [634] validation_0-mae:5066.07715 validation_1-mae:6095.10107 [635] validation_0-mae:5065.99853 validation_1-mae:6095.09326 [636] validation_0-mae:5064.47559 validation_1-mae:6095.15772 [637] validation_0-mae:5061.30713 validation_1-mae:6094.18945 [638] validation_0-mae:5061.03223 validation_1-mae:6094.35645 [639] validation_0-mae:5060.01074 validation_1-mae:6094.49023 [640] validation_0-mae:5056.20264 validation_1-mae:6094.08643 [641] validation_0-mae:5054.67822 validation_1-mae:6093.97754 [642] validation_0-mae:5053.45361 validation_1-mae:6093.89160 [643] validation_0-mae:5052.21777 validation_1-mae:6093.72607 [644] validation_0-mae:5050.51074 validation_1-mae:6093.03027 [645] validation_0-mae:5048.46973 validation_1-mae:6091.85596 [646] validation_0-mae:5047.57471 validation_1-mae:6092.11230 [647] validation_0-mae:5046.62891 validation_1-mae:6091.52881 [648] validation_0-mae:5046.09619 validation_1-mae:6091.51172 [649] validation_0-mae:5045.71143 validation_1-mae:6091.49170 [650] validation_0-mae:5043.67725 validation_1-mae:6091.80908 [651] validation_0-mae:5042.58887 validation_1-mae:6092.12207 [652] validation_0-mae:5041.87549 validation_1-mae:6091.80371 [653] validation_0-mae:5040.55615 validation_1-mae:6091.33740 [654] validation_0-mae:5038.27783 validation_1-mae:6090.74609 [655] validation_0-mae:5036.62451 validation_1-mae:6090.22217 [656] validation_0-mae:5036.32812 validation_1-mae:6090.14453 [657] validation_0-mae:5035.11963 validation_1-mae:6089.74902 [658] validation_0-mae:5033.29541 validation_1-mae:6089.03809 [659] validation_0-mae:5032.59180 validation_1-mae:6088.54443 [660] validation_0-mae:5032.02734 validation_1-mae:6088.17773 [661] validation_0-mae:5031.97070 validation_1-mae:6088.22656 [662] validation_0-mae:5029.32812 validation_1-mae:6087.34277 [663] validation_0-mae:5028.23438 validation_1-mae:6087.08789 [664] validation_0-mae:5028.13770 validation_1-mae:6087.20312 [665] validation_0-mae:5027.54443 validation_1-mae:6087.15576 [666] validation_0-mae:5025.99268 validation_1-mae:6086.39258 [667] validation_0-mae:5023.95996 validation_1-mae:6086.72217 [668] validation_0-mae:5021.22998 validation_1-mae:6086.71875 [669] validation_0-mae:5019.47314 validation_1-mae:6086.35693 [670] validation_0-mae:5016.56787 validation_1-mae:6086.17725 [671] validation_0-mae:5014.94092 validation_1-mae:6086.25293 [672] validation_0-mae:5013.12793 validation_1-mae:6085.33643 [673] validation_0-mae:5011.63672 validation_1-mae:6084.52246 [674] validation_0-mae:5009.54932 validation_1-mae:6084.10645 [675] validation_0-mae:5006.33496 validation_1-mae:6082.48975 [676] validation_0-mae:5004.67822 validation_1-mae:6082.58008 [677] validation_0-mae:5003.45361 validation_1-mae:6082.63135 [678] validation_0-mae:5001.18115 validation_1-mae:6082.29443 [679] validation_0-mae:4998.98975 validation_1-mae:6082.06152 [680] validation_0-mae:4995.76318 validation_1-mae:6079.88574 [681] validation_0-mae:4994.13916 validation_1-mae:6080.41455 [682] validation_0-mae:4993.06103 validation_1-mae:6080.20215 [683] validation_0-mae:4992.07715 validation_1-mae:6080.41748 [684] validation_0-mae:4990.64453 validation_1-mae:6079.91309 [685] validation_0-mae:4988.99219 validation_1-mae:6079.40088 [686] validation_0-mae:4986.97363 validation_1-mae:6079.04395 [687] validation_0-mae:4985.34863 validation_1-mae:6078.60107 [688] validation_0-mae:4983.71924 validation_1-mae:6078.65674 [689] validation_0-mae:4982.48926 validation_1-mae:6078.14551 [690] validation_0-mae:4981.13965 validation_1-mae:6078.40039 [691] validation_0-mae:4980.39258 validation_1-mae:6078.40674 [692] validation_0-mae:4979.32666 validation_1-mae:6077.93311 [693] validation_0-mae:4978.46631 validation_1-mae:6077.52344 [694] validation_0-mae:4977.27148 validation_1-mae:6077.13672 [695] validation_0-mae:4974.71533 validation_1-mae:6077.10547 [696] validation_0-mae:4974.06934 validation_1-mae:6077.10889 [697] validation_0-mae:4973.87891 validation_1-mae:6076.90820 [698] validation_0-mae:4972.98145 validation_1-mae:6076.25928 [699] validation_0-mae:4972.81641 validation_1-mae:6076.38428 [700] validation_0-mae:4972.57227 validation_1-mae:6076.13770 [701] validation_0-mae:4970.33838 validation_1-mae:6075.39893 [702] validation_0-mae:4969.30518 validation_1-mae:6075.68018 [703] validation_0-mae:4967.37158 validation_1-mae:6074.64990 [704] validation_0-mae:4965.25293 validation_1-mae:6074.32520 [705] validation_0-mae:4963.99658 validation_1-mae:6073.95947 [706] validation_0-mae:4962.85547 validation_1-mae:6074.12451 [707] validation_0-mae:4961.39307 validation_1-mae:6074.14355 [708] validation_0-mae:4960.72998 validation_1-mae:6073.97559 [709] validation_0-mae:4959.67676 validation_1-mae:6073.61475 [710] validation_0-mae:4958.79346 validation_1-mae:6073.64404 [711] validation_0-mae:4957.12598 validation_1-mae:6072.81543 [712] validation_0-mae:4956.63672 validation_1-mae:6072.37647 [713] validation_0-mae:4955.21191 validation_1-mae:6072.22022 [714] validation_0-mae:4955.03809 validation_1-mae:6072.26367 [715] validation_0-mae:4954.88525 validation_1-mae:6072.15772 [716] validation_0-mae:4954.29102 validation_1-mae:6071.93262 [717] validation_0-mae:4953.35400 validation_1-mae:6071.40332 [718] validation_0-mae:4951.13477 validation_1-mae:6069.95605 [719] validation_0-mae:4949.46728 validation_1-mae:6069.59375 [720] validation_0-mae:4949.19189 validation_1-mae:6069.63379 [721] validation_0-mae:4948.95410 validation_1-mae:6069.67236 [722] validation_0-mae:4948.75830 validation_1-mae:6069.79248 [723] validation_0-mae:4946.61572 validation_1-mae:6070.21191 [724] validation_0-mae:4945.76221 validation_1-mae:6070.02393 [725] validation_0-mae:4943.79639 validation_1-mae:6069.88672 [726] validation_0-mae:4942.02588 validation_1-mae:6069.49316 [727] validation_0-mae:4939.93555 validation_1-mae:6068.87647 [728] validation_0-mae:4938.21631 validation_1-mae:6068.94531 [729] validation_0-mae:4935.99219 validation_1-mae:6068.21436 [730] validation_0-mae:4934.15234 validation_1-mae:6069.10400 [731] validation_0-mae:4932.99023 validation_1-mae:6069.00977 [732] validation_0-mae:4931.04102 validation_1-mae:6068.37939 [733] validation_0-mae:4928.59277 validation_1-mae:6067.67139 [734] validation_0-mae:4927.17529 validation_1-mae:6067.99902 [735] validation_0-mae:4926.44971 validation_1-mae:6067.73730 [736] validation_0-mae:4924.75537 validation_1-mae:6067.82373 [737] validation_0-mae:4923.84619 validation_1-mae:6067.79395 [738] validation_0-mae:4920.82227 validation_1-mae:6067.08203 [739] validation_0-mae:4918.63623 validation_1-mae:6066.17920 [740] validation_0-mae:4917.06348 validation_1-mae:6065.66943 [741] validation_0-mae:4916.10742 validation_1-mae:6066.05957 [742] validation_0-mae:4914.28906 validation_1-mae:6066.99853 [743] validation_0-mae:4913.69727 validation_1-mae:6066.47803 [744] validation_0-mae:4912.68603 validation_1-mae:6065.75732 [745] validation_0-mae:4911.70020 validation_1-mae:6065.45752 [746] validation_0-mae:4910.06152 validation_1-mae:6066.02881 [747] validation_0-mae:4909.31201 validation_1-mae:6065.90527 [748] validation_0-mae:4908.54980 validation_1-mae:6065.83496 [749] validation_0-mae:4908.39209 validation_1-mae:6065.74707 [750] validation_0-mae:4905.64551 validation_1-mae:6065.44092 [751] validation_0-mae:4905.18555 validation_1-mae:6065.52148 [752] validation_0-mae:4904.35254 validation_1-mae:6065.30908 [753] validation_0-mae:4902.23535 validation_1-mae:6064.42578 [754] validation_0-mae:4901.20068 validation_1-mae:6064.50830 [755] validation_0-mae:4899.06738 validation_1-mae:6064.46484 [756] validation_0-mae:4898.60156 validation_1-mae:6064.36182 [757] validation_0-mae:4897.06055 validation_1-mae:6064.41748 [758] validation_0-mae:4895.53174 validation_1-mae:6064.10010 [759] validation_0-mae:4895.34522 validation_1-mae:6064.16553 [760] validation_0-mae:4894.78027 validation_1-mae:6063.89551 [761] validation_0-mae:4893.47803 validation_1-mae:6063.22070 [762] validation_0-mae:4891.12207 validation_1-mae:6062.86035 [763] validation_0-mae:4889.84912 validation_1-mae:6062.46338 [764] validation_0-mae:4889.21875 validation_1-mae:6062.24707 [765] validation_0-mae:4888.02344 validation_1-mae:6062.52978 [766] validation_0-mae:4887.82227 validation_1-mae:6062.55908 [767] validation_0-mae:4886.90625 validation_1-mae:6062.21875 [768] validation_0-mae:4885.40332 validation_1-mae:6061.76172 [769] validation_0-mae:4885.36670 validation_1-mae:6061.80762 [770] validation_0-mae:4884.16504 validation_1-mae:6060.88477 [771] validation_0-mae:4882.87061 validation_1-mae:6060.61475 [772] validation_0-mae:4881.78564 validation_1-mae:6059.95068 [773] validation_0-mae:4879.88086 validation_1-mae:6059.94141 [774] validation_0-mae:4876.88623 validation_1-mae:6059.68603 [775] validation_0-mae:4874.01123 validation_1-mae:6059.68359 [776] validation_0-mae:4871.24756 validation_1-mae:6060.07715 [777] validation_0-mae:4868.68750 validation_1-mae:6060.71094 [778] validation_0-mae:4867.35645 validation_1-mae:6059.74756 [779] validation_0-mae:4866.58936 validation_1-mae:6059.99414 [780] validation_0-mae:4865.77637 validation_1-mae:6059.72900 [781] validation_0-mae:4864.31348 validation_1-mae:6059.23047 [782] validation_0-mae:4862.60107 validation_1-mae:6058.39551 [783] validation_0-mae:4861.78027 validation_1-mae:6057.98877 [784] validation_0-mae:4859.55127 validation_1-mae:6057.61865 [785] validation_0-mae:4858.80371 validation_1-mae:6057.63379 [786] validation_0-mae:4857.06836 validation_1-mae:6057.87207 [787] validation_0-mae:4855.63184 validation_1-mae:6056.85352 [788] validation_0-mae:4854.76025 validation_1-mae:6057.13379 [789] validation_0-mae:4853.96094 validation_1-mae:6057.33447 [790] validation_0-mae:4852.86719 validation_1-mae:6057.56934 [791] validation_0-mae:4852.20020 validation_1-mae:6057.62451 [792] validation_0-mae:4851.76416 validation_1-mae:6057.36816 [793] validation_0-mae:4850.00098 validation_1-mae:6057.33105 [794] validation_0-mae:4849.91162 validation_1-mae:6057.37109 [795] validation_0-mae:4848.54297 validation_1-mae:6057.26270 [796] validation_0-mae:4846.89453 validation_1-mae:6056.88135 [797] validation_0-mae:4845.01172 validation_1-mae:6057.16797 [798] validation_0-mae:4843.74072 validation_1-mae:6056.88379 [799] validation_0-mae:4842.54541 validation_1-mae:6056.23633 [800] validation_0-mae:4842.23584 validation_1-mae:6056.17529 [801] validation_0-mae:4839.86816 validation_1-mae:6056.26123 [802] validation_0-mae:4839.00147 validation_1-mae:6055.99951 [803] validation_0-mae:4837.79590 validation_1-mae:6055.80469 [804] validation_0-mae:4836.47900 validation_1-mae:6055.76660 [805] validation_0-mae:4832.51514 validation_1-mae:6054.47461 [806] validation_0-mae:4832.25195 validation_1-mae:6054.24512 [807] validation_0-mae:4831.85889 validation_1-mae:6054.10254 [808] validation_0-mae:4829.09766 validation_1-mae:6052.70801 [809] validation_0-mae:4827.33838 validation_1-mae:6052.97656 [810] validation_0-mae:4826.37402 validation_1-mae:6053.29395 [811] validation_0-mae:4826.03076 validation_1-mae:6053.19873 [812] validation_0-mae:4825.09619 validation_1-mae:6053.04688 [813] validation_0-mae:4823.66357 validation_1-mae:6052.65186 [814] validation_0-mae:4821.98779 validation_1-mae:6052.32812 [815] validation_0-mae:4821.52100 validation_1-mae:6052.29541 [816] validation_0-mae:4819.73145 validation_1-mae:6051.27148 [817] validation_0-mae:4818.43506 validation_1-mae:6050.94824 [818] validation_0-mae:4817.77539 validation_1-mae:6050.88477 [819] validation_0-mae:4816.13965 validation_1-mae:6050.94971 [820] validation_0-mae:4816.01074 validation_1-mae:6050.95264 [821] validation_0-mae:4814.12549 validation_1-mae:6050.34814 [822] validation_0-mae:4813.62402 validation_1-mae:6049.95117 [823] validation_0-mae:4813.38965 validation_1-mae:6049.98193 [824] validation_0-mae:4811.84668 validation_1-mae:6049.63770 [825] validation_0-mae:4809.94385 validation_1-mae:6049.06982 [826] validation_0-mae:4808.89600 validation_1-mae:6049.68994 [827] validation_0-mae:4807.57031 validation_1-mae:6049.66846 [828] validation_0-mae:4805.94385 validation_1-mae:6049.66504 [829] validation_0-mae:4804.82324 validation_1-mae:6049.24707 [830] validation_0-mae:4801.50147 validation_1-mae:6048.72754 [831] validation_0-mae:4799.22022 validation_1-mae:6047.67139 [832] validation_0-mae:4796.31592 validation_1-mae:6046.76416 [833] validation_0-mae:4795.88281 validation_1-mae:6046.64795 [834] validation_0-mae:4794.37939 validation_1-mae:6047.01074 [835] validation_0-mae:4792.84082 validation_1-mae:6046.37500 [836] validation_0-mae:4791.06494 validation_1-mae:6045.98730 [837] validation_0-mae:4789.39600 validation_1-mae:6045.89600 [838] validation_0-mae:4788.28809 validation_1-mae:6045.64355 [839] validation_0-mae:4785.35498 validation_1-mae:6045.03076 [840] validation_0-mae:4783.10498 validation_1-mae:6044.22266 [841] validation_0-mae:4780.16992 validation_1-mae:6043.53564 [842] validation_0-mae:4779.89893 validation_1-mae:6043.31787 [843] validation_0-mae:4778.62549 validation_1-mae:6042.66895 [844] validation_0-mae:4777.38965 validation_1-mae:6042.94922 [845] validation_0-mae:4776.43311 validation_1-mae:6042.78467 [846] validation_0-mae:4775.87891 validation_1-mae:6042.79590 [847] validation_0-mae:4775.52295 validation_1-mae:6042.81738 [848] validation_0-mae:4775.32568 validation_1-mae:6042.80762 [849] validation_0-mae:4773.90772 validation_1-mae:6043.52881 [850] validation_0-mae:4772.16553 validation_1-mae:6043.40625 [851] validation_0-mae:4772.00684 validation_1-mae:6043.21924 [852] validation_0-mae:4770.43897 validation_1-mae:6042.42285 [853] validation_0-mae:4769.56592 validation_1-mae:6042.38770 [854] validation_0-mae:4768.95215 validation_1-mae:6042.75000 [855] validation_0-mae:4768.51074 validation_1-mae:6042.88086 [856] validation_0-mae:4767.21973 validation_1-mae:6042.31201 [857] validation_0-mae:4764.76074 validation_1-mae:6042.40674 [858] validation_0-mae:4762.15332 validation_1-mae:6041.49609 [859] validation_0-mae:4759.52783 validation_1-mae:6042.08691 [860] validation_0-mae:4758.57715 validation_1-mae:6042.34131 [861] validation_0-mae:4757.91699 validation_1-mae:6042.43213 [862] validation_0-mae:4756.05811 validation_1-mae:6041.13379 [863] validation_0-mae:4754.45410 validation_1-mae:6041.28418 [864] validation_0-mae:4752.82666 validation_1-mae:6042.01807 [865] validation_0-mae:4750.70117 validation_1-mae:6042.33984 [866] validation_0-mae:4749.30615 validation_1-mae:6042.38135 [867] validation_0-mae:4747.52783 validation_1-mae:6043.10791 [868] validation_0-mae:4746.59277 validation_1-mae:6042.81055 [869] validation_0-mae:4745.67285 validation_1-mae:6042.59082 [870] validation_0-mae:4743.84522 validation_1-mae:6042.75391 [871] validation_0-mae:4742.79834 validation_1-mae:6043.57812 [872] validation_0-mae:4741.13281 validation_1-mae:6043.06055 [873] validation_0-mae:4739.34228 validation_1-mae:6043.29639 [874] validation_0-mae:4737.71680 validation_1-mae:6043.62891 [875] validation_0-mae:4737.03809 validation_1-mae:6043.27051 [876] validation_0-mae:4736.02930 validation_1-mae:6043.65430 [877] validation_0-mae:4735.06152 validation_1-mae:6043.27881 [878] validation_0-mae:4733.90430 validation_1-mae:6042.78516 [879] validation_0-mae:4732.53076 validation_1-mae:6042.80762 [880] validation_0-mae:4731.87061 validation_1-mae:6042.65869 [881] validation_0-mae:4731.41064 validation_1-mae:6042.67285 [882] validation_0-mae:4731.37500 validation_1-mae:6042.72559 [883] validation_0-mae:4731.24463 validation_1-mae:6042.72119 [884] validation_0-mae:4730.72705 validation_1-mae:6042.59375 [885] validation_0-mae:4729.50488 validation_1-mae:6042.25928 [886] validation_0-mae:4728.09912 validation_1-mae:6042.75586 [887] validation_0-mae:4727.34717 validation_1-mae:6042.67773 [888] validation_0-mae:4725.31201 validation_1-mae:6042.91113 [889] validation_0-mae:4725.27930 validation_1-mae:6043.00830 [890] validation_0-mae:4723.77051 validation_1-mae:6042.91357 [891] validation_0-mae:4722.09033 validation_1-mae:6043.05469 [892] validation_0-mae:4721.35840 validation_1-mae:6042.91797 [893] validation_0-mae:4720.73193 validation_1-mae:6042.71045 [894] validation_0-mae:4719.81689 validation_1-mae:6042.38916 [895] validation_0-mae:4717.89746 validation_1-mae:6041.41162 [896] validation_0-mae:4717.34326 validation_1-mae:6041.14209 [897] validation_0-mae:4716.60889 validation_1-mae:6041.16309 [898] validation_0-mae:4714.11670 validation_1-mae:6041.09326 [899] validation_0-mae:4713.24561 validation_1-mae:6041.12256 [900] validation_0-mae:4712.18799 validation_1-mae:6040.98242 [901] validation_0-mae:4711.26562 validation_1-mae:6041.05127 [902] validation_0-mae:4710.11084 validation_1-mae:6040.96289 [903] validation_0-mae:4709.34668 validation_1-mae:6040.69336 [904] validation_0-mae:4709.29590 validation_1-mae:6040.70166 [905] validation_0-mae:4706.53272 validation_1-mae:6038.85938 [906] validation_0-mae:4705.60400 validation_1-mae:6039.04736 [907] validation_0-mae:4704.56152 validation_1-mae:6038.44385 [908] validation_0-mae:4703.37451 validation_1-mae:6038.18603 [909] validation_0-mae:4700.84424 validation_1-mae:6037.75537 [910] validation_0-mae:4699.72217 validation_1-mae:6037.28320 [911] validation_0-mae:4696.94775 validation_1-mae:6036.22900 [912] validation_0-mae:4696.64453 validation_1-mae:6036.30859 [913] validation_0-mae:4694.62500 validation_1-mae:6036.43457 [914] validation_0-mae:4693.84522 validation_1-mae:6036.35303 [915] validation_0-mae:4692.37305 validation_1-mae:6036.27441 [916] validation_0-mae:4690.74805 validation_1-mae:6035.97852 [917] validation_0-mae:4689.66504 validation_1-mae:6035.69238 [918] validation_0-mae:4688.31934 validation_1-mae:6036.16895 [919] validation_0-mae:4687.50781 validation_1-mae:6035.81641 [920] validation_0-mae:4686.53272 validation_1-mae:6035.75830 [921] validation_0-mae:4684.80273 validation_1-mae:6036.14941 [922] validation_0-mae:4683.88525 validation_1-mae:6036.15674 [923] validation_0-mae:4682.66748 validation_1-mae:6036.20068 [924] validation_0-mae:4681.79053 validation_1-mae:6035.98730 [925] validation_0-mae:4680.81299 validation_1-mae:6035.76074 [926] validation_0-mae:4679.58008 validation_1-mae:6035.83936 [927] validation_0-mae:4679.13037 validation_1-mae:6035.85693 [928] validation_0-mae:4678.35742 validation_1-mae:6035.64062 [929] validation_0-mae:4676.40820 validation_1-mae:6035.34912 [930] validation_0-mae:4674.86816 validation_1-mae:6035.72803 [931] validation_0-mae:4674.33008 validation_1-mae:6035.80225 [932] validation_0-mae:4673.23730 validation_1-mae:6036.20947 [933] validation_0-mae:4671.97266 validation_1-mae:6036.16357 [934] validation_0-mae:4671.83887 validation_1-mae:6036.12598 [935] validation_0-mae:4671.20557 validation_1-mae:6035.83154 [936] validation_0-mae:4669.43945 validation_1-mae:6034.98145 [937] validation_0-mae:4667.70898 validation_1-mae:6034.85693 [938] validation_0-mae:4667.02246 validation_1-mae:6034.89893 [939] validation_0-mae:4666.47266 validation_1-mae:6034.73389 [940] validation_0-mae:4665.21777 validation_1-mae:6034.60889 [941] validation_0-mae:4663.98242 validation_1-mae:6034.01709 [942] validation_0-mae:4663.46289 validation_1-mae:6034.01709 [943] validation_0-mae:4663.27197 validation_1-mae:6034.14844 [944] validation_0-mae:4662.32227 validation_1-mae:6033.97510 [945] validation_0-mae:4661.21582 validation_1-mae:6033.13574 [946] validation_0-mae:4660.48682 validation_1-mae:6033.22656 [947] validation_0-mae:4659.86279 validation_1-mae:6033.48779 [948] validation_0-mae:4659.81250 validation_1-mae:6033.51904 [949] validation_0-mae:4659.60547 validation_1-mae:6033.61816 [950] validation_0-mae:4658.79053 validation_1-mae:6033.83887 [951] validation_0-mae:4657.32129 validation_1-mae:6033.95117 [952] validation_0-mae:4656.52881 validation_1-mae:6034.22022 [953] validation_0-mae:4656.05811 validation_1-mae:6034.34473 [954] validation_0-mae:4654.73340 validation_1-mae:6034.36084 [955] validation_0-mae:4653.28320 validation_1-mae:6034.65039 [956] validation_0-mae:4651.62891 validation_1-mae:6034.24512 [957] validation_0-mae:4650.64062 validation_1-mae:6034.23438 [958] validation_0-mae:4648.59863 validation_1-mae:6034.11133 [959] validation_0-mae:4647.38428 validation_1-mae:6034.10156 [960] validation_0-mae:4646.80908 validation_1-mae:6033.88037 [961] validation_0-mae:4646.00000 validation_1-mae:6033.78027 [962] validation_0-mae:4645.06250 validation_1-mae:6033.49658 [963] validation_0-mae:4644.19092 validation_1-mae:6033.64502 [964] validation_0-mae:4643.71826 validation_1-mae:6033.48877 [965] validation_0-mae:4643.35840 validation_1-mae:6033.63623 [966] validation_0-mae:4642.02783 validation_1-mae:6034.13818 [967] validation_0-mae:4641.51074 validation_1-mae:6034.12598 [968] validation_0-mae:4640.76953 validation_1-mae:6034.01172 [969] validation_0-mae:4639.01123 validation_1-mae:6033.49902 [970] validation_0-mae:4638.43311 validation_1-mae:6033.32568 [971] validation_0-mae:4636.45801 validation_1-mae:6032.82324 [972] validation_0-mae:4635.46533 validation_1-mae:6032.67871 [973] validation_0-mae:4633.90527 validation_1-mae:6032.58008 [974] validation_0-mae:4632.03711 validation_1-mae:6032.18359 [975] validation_0-mae:4630.76025 validation_1-mae:6031.70654 [976] validation_0-mae:4628.79395 validation_1-mae:6030.84082 [977] validation_0-mae:4628.12939 validation_1-mae:6030.75293 [978] validation_0-mae:4626.65772 validation_1-mae:6030.72510 [979] validation_0-mae:4626.10840 validation_1-mae:6030.29297 [980] validation_0-mae:4625.14014 validation_1-mae:6029.99756 [981] validation_0-mae:4623.51123 validation_1-mae:6029.07764 [982] validation_0-mae:4621.93555 validation_1-mae:6029.76514 [983] validation_0-mae:4621.24805 validation_1-mae:6029.91895 [984] validation_0-mae:4620.54639 validation_1-mae:6029.50000 [985] validation_0-mae:4619.14160 validation_1-mae:6029.20410 [986] validation_0-mae:4617.19336 validation_1-mae:6028.40234 [987] validation_0-mae:4616.06592 validation_1-mae:6028.10498 [988] validation_0-mae:4614.52588 validation_1-mae:6028.22754 [989] validation_0-mae:4613.10596 validation_1-mae:6027.43408 [990] validation_0-mae:4611.38672 validation_1-mae:6027.74414 [991] validation_0-mae:4610.30469 validation_1-mae:6027.54102 [992] validation_0-mae:4609.48096 validation_1-mae:6027.57715 [993] validation_0-mae:4608.06299 validation_1-mae:6026.76855 [994] validation_0-mae:4606.45166 validation_1-mae:6026.59912 [995] validation_0-mae:4605.67041 validation_1-mae:6026.41895 [996] validation_0-mae:4605.01172 validation_1-mae:6027.26904 [997] validation_0-mae:4604.39111 validation_1-mae:6027.49658 [998] validation_0-mae:4603.09863 validation_1-mae:6028.38867 [999] validation_0-mae:4601.91553 validation_1-mae:6028.33789 [1000] validation_0-mae:4601.27686 validation_1-mae:6028.04443 [1001] validation_0-mae:4599.87061 validation_1-mae:6027.68848 [1002] validation_0-mae:4598.63281 validation_1-mae:6027.61719 [1003] validation_0-mae:4597.72461 validation_1-mae:6028.21338 [1004] validation_0-mae:4596.81055 validation_1-mae:6028.26709 [1005] validation_0-mae:4595.31103 validation_1-mae:6027.93750 [1006] validation_0-mae:4594.43506 validation_1-mae:6027.67871 [1007] validation_0-mae:4593.26465 validation_1-mae:6028.21680 [1008] validation_0-mae:4592.43018 validation_1-mae:6028.16748 [1009] validation_0-mae:4591.05078 validation_1-mae:6028.02441 [1010] validation_0-mae:4590.67822 validation_1-mae:6028.32568 [1011] validation_0-mae:4590.60156 validation_1-mae:6028.38379 [1012] validation_0-mae:4590.49756 validation_1-mae:6028.50391 [1013] validation_0-mae:4588.48682 validation_1-mae:6028.54883 [1014] validation_0-mae:4586.17334 validation_1-mae:6029.36816 [1015] validation_0-mae:4584.04102 validation_1-mae:6029.80371 [1016] validation_0-mae:4582.70654 validation_1-mae:6029.86133 [1017] validation_0-mae:4581.16797 validation_1-mae:6030.59033 [1018] validation_0-mae:4579.47510 validation_1-mae:6030.31006 [1019] validation_0-mae:4578.75781 validation_1-mae:6030.18066 [1020] validation_0-mae:4577.24121 validation_1-mae:6030.14893 [1021] validation_0-mae:4576.13867 validation_1-mae:6030.47852 [1022] validation_0-mae:4575.46191 validation_1-mae:6030.04541 [1023] validation_0-mae:4575.13184 validation_1-mae:6030.09473 [1024] validation_0-mae:4574.59570 validation_1-mae:6030.27734 [1025] validation_0-mae:4573.79883 validation_1-mae:6030.34180 [1026] validation_0-mae:4572.75635 validation_1-mae:6030.00244 [1027] validation_0-mae:4572.05273 validation_1-mae:6029.99121 [1028] validation_0-mae:4571.35693 validation_1-mae:6030.23877 [1029] validation_0-mae:4570.90527 validation_1-mae:6029.99853 [1030] validation_0-mae:4570.75049 validation_1-mae:6030.08447 [1031] validation_0-mae:4569.86719 validation_1-mae:6029.91455 [1032] validation_0-mae:4569.39160 validation_1-mae:6029.93701 [1033] validation_0-mae:4568.84375 validation_1-mae:6029.68652 [1034] validation_0-mae:4568.70361 validation_1-mae:6029.81982 [1035] validation_0-mae:4568.32617 validation_1-mae:6030.16113 [1036] validation_0-mae:4568.20605 validation_1-mae:6030.20459 [1037] validation_0-mae:4567.26709 validation_1-mae:6029.75732 [1038] validation_0-mae:4566.48584 validation_1-mae:6029.80908 [1039] validation_0-mae:4564.25781 validation_1-mae:6028.69434 [1040] validation_0-mae:4563.60449 validation_1-mae:6028.89014 [1041] validation_0-mae:4562.58203 validation_1-mae:6027.97705 [1042] validation_0-mae:4562.22314 validation_1-mae:6027.93945 [1043] validation_0-mae:4561.52930 validation_1-mae:6028.12207 [1044] validation_0-mae:4560.67871 validation_1-mae:6027.89844 [1045] validation_0-mae:4560.40869 validation_1-mae:6028.25244 [1046] validation_0-mae:4559.37500 validation_1-mae:6028.42334 [1047] validation_0-mae:4557.27246 validation_1-mae:6028.78516 [1048] validation_0-mae:4555.80713 validation_1-mae:6028.23047 [1049] validation_0-mae:4554.55664 validation_1-mae:6028.19531 [1050] validation_0-mae:4553.85742 validation_1-mae:6028.08984 [1051] validation_0-mae:4551.74609 validation_1-mae:6028.45801 [1052] validation_0-mae:4549.50781 validation_1-mae:6027.40967 [1053] validation_0-mae:4548.17627 validation_1-mae:6027.62353 [1054] validation_0-mae:4547.18506 validation_1-mae:6027.72852 [1055] validation_0-mae:4545.46484 validation_1-mae:6027.12939 [1056] validation_0-mae:4544.78955 validation_1-mae:6027.38330 [1057] validation_0-mae:4543.96387 validation_1-mae:6027.39990 [1058] validation_0-mae:4543.39258 validation_1-mae:6027.27295 [1059] validation_0-mae:4541.34375 validation_1-mae:6026.94629 [1060] validation_0-mae:4539.57031 validation_1-mae:6026.00244 [1061] validation_0-mae:4537.96484 validation_1-mae:6025.52637 [1062] validation_0-mae:4536.43994 validation_1-mae:6026.62353 [1063] validation_0-mae:4535.31348 validation_1-mae:6026.50098 [1064] validation_0-mae:4534.10400 validation_1-mae:6026.65137 [1065] validation_0-mae:4533.61865 validation_1-mae:6026.59522 [1066] validation_0-mae:4532.47022 validation_1-mae:6026.46826 [1067] validation_0-mae:4531.41064 validation_1-mae:6026.48633 [1068] validation_0-mae:4530.26221 validation_1-mae:6026.63086 [1069] validation_0-mae:4529.44141 validation_1-mae:6026.48926 [1070] validation_0-mae:4529.05908 validation_1-mae:6026.47656 [1071] validation_0-mae:4527.61816 validation_1-mae:6026.04395 [1072] validation_0-mae:4526.86572 validation_1-mae:6026.16650 [1073] validation_0-mae:4525.42725 validation_1-mae:6026.51953 [1074] validation_0-mae:4524.49805 validation_1-mae:6026.28760 [1075] validation_0-mae:4524.00830 validation_1-mae:6026.31055 [1076] validation_0-mae:4523.73340 validation_1-mae:6026.28564 [1077] validation_0-mae:4521.83789 validation_1-mae:6025.93311 [1078] validation_0-mae:4519.92285 validation_1-mae:6026.25195 [1079] validation_0-mae:4518.72998 validation_1-mae:6025.77881 [1080] validation_0-mae:4517.35449 validation_1-mae:6025.19238 [1081] validation_0-mae:4515.58887 validation_1-mae:6024.20312 [1082] validation_0-mae:4513.87549 validation_1-mae:6023.88574 [1083] validation_0-mae:4513.13428 validation_1-mae:6023.74072 [1084] validation_0-mae:4511.79053 validation_1-mae:6023.48779 [1085] validation_0-mae:4510.49121 validation_1-mae:6022.87598 [1086] validation_0-mae:4509.64551 validation_1-mae:6022.86963 [1087] validation_0-mae:4508.55078 validation_1-mae:6022.64209 [1088] validation_0-mae:4507.18994 validation_1-mae:6022.31543 [1089] validation_0-mae:4504.88770 validation_1-mae:6022.35889 [1090] validation_0-mae:4503.45459 validation_1-mae:6022.43066 [1091] validation_0-mae:4501.52344 validation_1-mae:6021.52637 [1092] validation_0-mae:4500.11523 validation_1-mae:6021.94336 [1093] validation_0-mae:4498.57715 validation_1-mae:6021.72803 [1094] validation_0-mae:4497.49365 validation_1-mae:6021.24805 [1095] validation_0-mae:4495.96582 validation_1-mae:6020.66260 [1096] validation_0-mae:4495.07373 validation_1-mae:6020.90186 [1097] validation_0-mae:4494.38672 validation_1-mae:6020.75049 [1098] validation_0-mae:4492.66602 validation_1-mae:6019.64404 [1099] validation_0-mae:4491.19727 validation_1-mae:6019.67139 [1100] validation_0-mae:4489.87402 validation_1-mae:6019.18457 [1101] validation_0-mae:4488.23535 validation_1-mae:6019.33789 [1102] validation_0-mae:4487.25098 validation_1-mae:6019.18262 [1103] validation_0-mae:4485.96728 validation_1-mae:6019.02588 [1104] validation_0-mae:4484.68701 validation_1-mae:6019.02148 [1105] validation_0-mae:4483.56787 validation_1-mae:6019.52002 [1106] validation_0-mae:4482.70703 validation_1-mae:6019.74463 [1107] validation_0-mae:4481.41309 validation_1-mae:6019.48975 [1108] validation_0-mae:4480.36133 validation_1-mae:6019.15723 [1109] validation_0-mae:4479.59961 validation_1-mae:6018.74609 [1110] validation_0-mae:4478.14697 validation_1-mae:6018.36182 [1111] validation_0-mae:4476.43652 validation_1-mae:6018.03174 [1112] validation_0-mae:4475.60547 validation_1-mae:6018.34863 [1113] validation_0-mae:4474.58447 validation_1-mae:6018.31543 [1114] validation_0-mae:4473.65381 validation_1-mae:6017.80273 [1115] validation_0-mae:4472.52051 validation_1-mae:6017.60303 [1116] validation_0-mae:4471.72022 validation_1-mae:6017.50781 [1117] validation_0-mae:4471.52295 validation_1-mae:6017.82715 [1118] validation_0-mae:4470.68652 validation_1-mae:6017.75684 [1119] validation_0-mae:4469.33252 validation_1-mae:6017.42578 [1120] validation_0-mae:4467.61426 validation_1-mae:6017.52832 [1121] validation_0-mae:4466.71973 validation_1-mae:6017.11719 [1122] validation_0-mae:4465.00049 validation_1-mae:6016.07910 [1123] validation_0-mae:4464.06982 validation_1-mae:6016.16748 [1124] validation_0-mae:4463.41455 validation_1-mae:6015.76514 [1125] validation_0-mae:4462.96240 validation_1-mae:6015.83887 [1126] validation_0-mae:4461.68359 validation_1-mae:6015.68897 [1127] validation_0-mae:4460.53125 validation_1-mae:6015.25147 [1128] validation_0-mae:4459.47803 validation_1-mae:6015.31885 [1129] validation_0-mae:4458.03613 validation_1-mae:6015.61133 [1130] validation_0-mae:4457.23242 validation_1-mae:6015.51807 [1131] validation_0-mae:4456.63477 validation_1-mae:6015.79688 [1132] validation_0-mae:4455.79883 validation_1-mae:6015.40283 [1133] validation_0-mae:4455.20068 validation_1-mae:6015.60107 [1134] validation_0-mae:4453.74561 validation_1-mae:6015.13525 [1135] validation_0-mae:4453.40137 validation_1-mae:6015.04736 [1136] validation_0-mae:4453.31103 validation_1-mae:6015.02539 [1137] validation_0-mae:4452.54688 validation_1-mae:6014.98584 [1138] validation_0-mae:4452.13184 validation_1-mae:6014.89209 [1139] validation_0-mae:4450.88525 validation_1-mae:6013.76270 [1140] validation_0-mae:4449.05762 validation_1-mae:6012.82178 [1141] validation_0-mae:4448.77783 validation_1-mae:6012.66650 [1142] validation_0-mae:4447.43652 validation_1-mae:6011.93701 [1143] validation_0-mae:4446.49658 validation_1-mae:6011.47168 [1144] validation_0-mae:4445.55420 validation_1-mae:6011.45654 [1145] validation_0-mae:4444.40088 validation_1-mae:6010.83105 [1146] validation_0-mae:4443.32617 validation_1-mae:6010.89893 [1147] validation_0-mae:4442.17676 validation_1-mae:6010.65625 [1148] validation_0-mae:4441.08789 validation_1-mae:6010.62500 [1149] validation_0-mae:4440.63281 validation_1-mae:6010.76807 [1150] validation_0-mae:4439.86719 validation_1-mae:6010.90772 [1151] validation_0-mae:4439.33057 validation_1-mae:6011.12256 [1152] validation_0-mae:4439.09424 validation_1-mae:6011.19482 [1153] validation_0-mae:4438.43701 validation_1-mae:6011.36670 [1154] validation_0-mae:4437.25439 validation_1-mae:6011.67529 [1155] validation_0-mae:4436.42041 validation_1-mae:6011.81152 [1156] validation_0-mae:4436.04980 validation_1-mae:6011.72461 [1157] validation_0-mae:4435.40918 validation_1-mae:6011.97168 [1158] validation_0-mae:4434.68506 validation_1-mae:6011.92871 [1159] validation_0-mae:4434.61865 validation_1-mae:6011.95264 [1160] validation_0-mae:4434.47510 validation_1-mae:6012.07715 [1161] validation_0-mae:4433.85059 validation_1-mae:6012.12598 [1162] validation_0-mae:4433.67041 validation_1-mae:6012.27441 [1163] validation_0-mae:4432.86670 validation_1-mae:6012.51074 [1164] validation_0-mae:4432.68945 validation_1-mae:6012.41797 [1165] validation_0-mae:4432.14404 validation_1-mae:6012.17285 [1166] validation_0-mae:4430.99414 validation_1-mae:6011.95117 [1167] validation_0-mae:4429.99463 validation_1-mae:6011.80811 [1168] validation_0-mae:4428.81397 validation_1-mae:6011.76025 [1169] validation_0-mae:4427.52246 validation_1-mae:6012.18115 [1170] validation_0-mae:4426.27051 validation_1-mae:6012.26074 [1171] validation_0-mae:4425.02539 validation_1-mae:6011.69531 [1172] validation_0-mae:4424.07910 validation_1-mae:6011.35889 [1173] validation_0-mae:4423.05615 validation_1-mae:6011.12939 [1174] validation_0-mae:4422.26953 validation_1-mae:6010.89648 [1175] validation_0-mae:4421.37305 validation_1-mae:6010.51758 [1176] validation_0-mae:4419.86426 validation_1-mae:6010.19043 [1177] validation_0-mae:4419.06055 validation_1-mae:6010.21777 [1178] validation_0-mae:4416.97803 validation_1-mae:6010.42822 [1179] validation_0-mae:4416.25879 validation_1-mae:6010.33154 [1180] validation_0-mae:4415.55762 validation_1-mae:6010.18506 [1181] validation_0-mae:4414.49414 validation_1-mae:6010.50488 [1182] validation_0-mae:4413.38965 validation_1-mae:6010.84228 [1183] validation_0-mae:4411.67773 validation_1-mae:6010.16016 [1184] validation_0-mae:4410.66309 validation_1-mae:6010.34082 [1185] validation_0-mae:4410.07422 validation_1-mae:6010.56152 [1186] validation_0-mae:4409.20605 validation_1-mae:6010.55908 [1187] validation_0-mae:4407.12695 validation_1-mae:6009.68897 [1188] validation_0-mae:4406.43457 validation_1-mae:6009.87305 [1189] validation_0-mae:4406.24072 validation_1-mae:6010.17334 [1190] validation_0-mae:4406.19189 validation_1-mae:6010.18018 [1191] validation_0-mae:4405.63184 validation_1-mae:6010.20752 [1192] validation_0-mae:4404.72314 validation_1-mae:6010.36816 [1193] validation_0-mae:4403.87061 validation_1-mae:6010.62402 [1194] validation_0-mae:4403.03125 validation_1-mae:6010.56397 [1195] validation_0-mae:4402.44580 validation_1-mae:6010.35205 [1196] validation_0-mae:4400.54443 validation_1-mae:6011.07959 [1197] validation_0-mae:4399.83057 validation_1-mae:6011.49365 [1198] validation_0-mae:4398.30127 validation_1-mae:6011.69824 [1199] validation_0-mae:4396.85059 validation_1-mae:6011.43359 [1200] validation_0-mae:4395.31201 validation_1-mae:6011.05859 [1201] validation_0-mae:4394.21191 validation_1-mae:6010.89209 [1202] validation_0-mae:4392.06250 validation_1-mae:6010.49756 [1203] validation_0-mae:4390.93018 validation_1-mae:6010.32812 [1204] validation_0-mae:4390.26953 validation_1-mae:6010.40381 [1205] validation_0-mae:4389.12256 validation_1-mae:6010.03467 [1206] validation_0-mae:4387.19189 validation_1-mae:6009.92188 [1207] validation_0-mae:4386.36768 validation_1-mae:6009.67529 [1208] validation_0-mae:4385.88086 validation_1-mae:6009.59619 [1209] validation_0-mae:4385.73877 validation_1-mae:6009.61914 [1210] validation_0-mae:4385.69434 validation_1-mae:6009.66895 [1211] validation_0-mae:4385.49414 validation_1-mae:6009.67480 [1212] validation_0-mae:4384.06299 validation_1-mae:6008.99170 [1213] validation_0-mae:4382.36719 validation_1-mae:6008.40186 [1214] validation_0-mae:4381.57324 validation_1-mae:6008.45117 [1215] validation_0-mae:4381.37647 validation_1-mae:6008.49121 [1216] validation_0-mae:4380.89014 validation_1-mae:6008.45508 [1217] validation_0-mae:4380.04736 validation_1-mae:6008.01416 [1218] validation_0-mae:4379.95947 validation_1-mae:6007.96191 [1219] validation_0-mae:4379.58350 validation_1-mae:6008.07812 [1220] validation_0-mae:4378.23242 validation_1-mae:6008.79443 [1221] validation_0-mae:4377.51514 validation_1-mae:6009.05127 [1222] validation_0-mae:4376.02246 validation_1-mae:6009.69141 [1223] validation_0-mae:4375.84180 validation_1-mae:6009.67969 [1224] validation_0-mae:4374.61572 validation_1-mae:6009.94141 [1225] validation_0-mae:4373.04688 validation_1-mae:6009.59814 [1226] validation_0-mae:4370.80957 validation_1-mae:6008.84619 [1227] validation_0-mae:4370.61035 validation_1-mae:6008.77100 [1228] validation_0-mae:4369.01172 validation_1-mae:6009.38721 [1229] validation_0-mae:4368.13184 validation_1-mae:6009.33350 [1230] validation_0-mae:4367.12012 validation_1-mae:6009.52295 [1231] validation_0-mae:4366.60938 validation_1-mae:6009.44629 [1232] validation_0-mae:4365.35156 validation_1-mae:6010.04004 [1233] validation_0-mae:4364.64990 validation_1-mae:6009.96533 [1234] validation_0-mae:4363.46289 validation_1-mae:6010.00147 [1235] validation_0-mae:4362.76562 validation_1-mae:6010.07959 [1236] validation_0-mae:4361.96045 validation_1-mae:6009.48340 [1237] validation_0-mae:4361.28125 validation_1-mae:6009.42432 [1238] validation_0-mae:4360.03418 validation_1-mae:6009.43506 [1239] validation_0-mae:4359.35059 validation_1-mae:6009.51611 [1240] validation_0-mae:4357.71191 validation_1-mae:6009.12402 [1241] validation_0-mae:4355.98682 validation_1-mae:6009.68603 [1242] validation_0-mae:4354.88867 validation_1-mae:6009.62988 [1243] validation_0-mae:4353.96533 validation_1-mae:6009.51221 [1244] validation_0-mae:4353.30811 validation_1-mae:6009.49023 [1245] validation_0-mae:4352.47070 validation_1-mae:6009.34717 [1246] validation_0-mae:4350.92432 validation_1-mae:6009.41016 [1247] validation_0-mae:4350.41016 validation_1-mae:6009.28174 [1248] validation_0-mae:4349.13965 validation_1-mae:6010.02734 [1249] validation_0-mae:4348.28857 validation_1-mae:6010.15088 [1250] validation_0-mae:4347.51221 validation_1-mae:6010.14014 [1251] validation_0-mae:4346.78662 validation_1-mae:6010.52783 [1252] validation_0-mae:4346.00684 validation_1-mae:6010.67773 [1253] validation_0-mae:4345.31543 validation_1-mae:6010.87207 [1254] validation_0-mae:4343.62842 validation_1-mae:6011.53223 [1255] validation_0-mae:4342.74365 validation_1-mae:6011.71533 [1256] validation_0-mae:4341.79980 validation_1-mae:6011.42236 [1257] validation_0-mae:4341.16895 validation_1-mae:6011.28809 [1258] validation_0-mae:4339.81445 validation_1-mae:6011.83936 [1259] validation_0-mae:4338.31299 validation_1-mae:6011.13965 [1260] validation_0-mae:4337.31152 validation_1-mae:6010.92236 [1261] validation_0-mae:4335.99023 validation_1-mae:6010.63428 [1262] validation_0-mae:4334.94482 validation_1-mae:6010.05664 [1263] validation_0-mae:4334.38379 validation_1-mae:6010.35791 [1264] validation_0-mae:4333.43115 validation_1-mae:6010.39307 [1265] validation_0-mae:4331.98730 validation_1-mae:6010.14697 [1266] validation_0-mae:4330.48682 validation_1-mae:6010.06201 [1267] validation_0-mae:4330.35840 validation_1-mae:6010.11670 [1268] validation_0-mae:4328.76514 validation_1-mae:6009.44873 [1269] validation_0-mae:4327.30420 validation_1-mae:6009.15723 [1270] validation_0-mae:4325.46826 validation_1-mae:6009.04248 [1271] validation_0-mae:4324.25195 validation_1-mae:6008.78418 [1272] validation_0-mae:4322.33838 validation_1-mae:6008.71338 [1273] validation_0-mae:4320.66797 validation_1-mae:6008.55762 [1274] validation_0-mae:4319.48584 validation_1-mae:6008.59717 [1275] validation_0-mae:4318.08203 validation_1-mae:6008.11328 [1276] validation_0-mae:4317.17432 validation_1-mae:6007.78174 [1277] validation_0-mae:4316.16699 validation_1-mae:6007.38379 [1278] validation_0-mae:4314.78760 validation_1-mae:6007.44580 [1279] validation_0-mae:4313.02588 validation_1-mae:6006.93945 [1280] validation_0-mae:4311.77100 validation_1-mae:6006.11523 [1281] validation_0-mae:4310.33398 validation_1-mae:6006.28076 [1282] validation_0-mae:4308.69434 validation_1-mae:6007.34668 [1283] validation_0-mae:4306.96728 validation_1-mae:6007.15918 [1284] validation_0-mae:4305.09473 validation_1-mae:6007.33252 [1285] validation_0-mae:4302.94287 validation_1-mae:6006.26709 [1286] validation_0-mae:4301.38623 validation_1-mae:6006.07178 [1287] validation_0-mae:4300.10645 validation_1-mae:6005.87451 [1288] validation_0-mae:4299.77881 validation_1-mae:6006.14795 [1289] validation_0-mae:4298.70850 validation_1-mae:6006.48926 [1290] validation_0-mae:4297.83936 validation_1-mae:6006.59082 [1291] validation_0-mae:4296.97461 validation_1-mae:6006.87012 [1292] validation_0-mae:4296.38818 validation_1-mae:6006.91064 [1293] validation_0-mae:4296.03955 validation_1-mae:6007.05518 [1294] validation_0-mae:4295.68652 validation_1-mae:6007.21191 [1295] validation_0-mae:4294.89941 validation_1-mae:6006.88379 [1296] validation_0-mae:4293.82520 validation_1-mae:6006.74756 [1297] validation_0-mae:4293.19189 validation_1-mae:6006.66357 [1298] validation_0-mae:4292.70654 validation_1-mae:6006.84424 [1299] validation_0-mae:4291.75195 validation_1-mae:6006.71191 [1300] validation_0-mae:4290.96387 validation_1-mae:6006.52197 [1301] validation_0-mae:4290.06103 validation_1-mae:6006.47217 [1302] validation_0-mae:4289.37402 validation_1-mae:6006.14160 [1303] validation_0-mae:4288.43994 validation_1-mae:6005.60889 [1304] validation_0-mae:4288.21191 validation_1-mae:6005.60449 [1305] validation_0-mae:4287.34766 validation_1-mae:6005.28662 [1306] validation_0-mae:4286.44238 validation_1-mae:6005.17188 [1307] validation_0-mae:4285.83398 validation_1-mae:6005.63965 [1308] validation_0-mae:4284.59961 validation_1-mae:6005.70752 [1309] validation_0-mae:4284.12256 validation_1-mae:6005.61377 [1310] validation_0-mae:4283.38477 validation_1-mae:6005.69141 [1311] validation_0-mae:4282.52393 validation_1-mae:6005.59570 [1312] validation_0-mae:4281.68603 validation_1-mae:6005.90869 [1313] validation_0-mae:4281.52393 validation_1-mae:6005.98340 [1314] validation_0-mae:4279.95117 validation_1-mae:6007.07666 [1315] validation_0-mae:4279.74951 validation_1-mae:6007.03418 [1316] validation_0-mae:4278.89404 validation_1-mae:6006.95605 [1317] validation_0-mae:4277.61133 validation_1-mae:6007.23877 [1318] validation_0-mae:4277.23096 validation_1-mae:6007.24853 [1319] validation_0-mae:4276.92578 validation_1-mae:6007.21289 [1320] validation_0-mae:4276.20605 validation_1-mae:6007.06006 [1321] validation_0-mae:4275.18750 validation_1-mae:6007.01270 [1322] validation_0-mae:4274.31201 validation_1-mae:6007.20068 [1323] validation_0-mae:4274.18750 validation_1-mae:6007.15723 [1324] validation_0-mae:4273.30273 validation_1-mae:6007.22852 [1325] validation_0-mae:4272.82568 validation_1-mae:6007.34814 [1326] validation_0-mae:4271.88916 validation_1-mae:6007.47070 [1327] validation_0-mae:4270.81494 validation_1-mae:6007.31152 [1328] validation_0-mae:4269.94482 validation_1-mae:6007.27978 [1329] validation_0-mae:4269.40088 validation_1-mae:6007.32861 [1330] validation_0-mae:4268.92871 validation_1-mae:6007.22559 [1331] validation_0-mae:4268.38379 validation_1-mae:6007.24561 [1332] validation_0-mae:4268.27978 validation_1-mae:6007.25586 [1333] validation_0-mae:4267.37305 validation_1-mae:6007.55322 [1334] validation_0-mae:4266.65527 validation_1-mae:6007.21289 [1335] validation_0-mae:4265.58301 validation_1-mae:6007.25049 [1336] validation_0-mae:4264.82715 validation_1-mae:6007.70264 [1337] validation_0-mae:4264.35303 validation_1-mae:6007.56445 [1338] validation_0-mae:4263.79785 validation_1-mae:6007.63916 [1339] validation_0-mae:4263.32471 validation_1-mae:6007.79395 [1340] validation_0-mae:4262.84326 validation_1-mae:6007.55811 [1341] validation_0-mae:4260.86914 validation_1-mae:6007.64307 [1342] validation_0-mae:4259.78320 validation_1-mae:6007.72119 [1343] validation_0-mae:4259.34619 validation_1-mae:6007.74853 [1344] validation_0-mae:4258.60449 validation_1-mae:6007.86768 [1345] validation_0-mae:4256.79102 validation_1-mae:6007.22070 [1346] validation_0-mae:4255.45166 validation_1-mae:6007.18018 [1347] validation_0-mae:4254.10254 validation_1-mae:6007.32129 [1348] validation_0-mae:4253.18262 validation_1-mae:6007.43164 [1349] validation_0-mae:4251.84619 validation_1-mae:6007.27490 [1350] validation_0-mae:4251.31299 validation_1-mae:6007.08008 [1351] validation_0-mae:4250.64307 validation_1-mae:6007.19043 [1352] validation_0-mae:4250.07080 validation_1-mae:6007.69336 [1353] validation_0-mae:4249.04834 validation_1-mae:6007.17090 [1354] validation_0-mae:4248.93115 validation_1-mae:6007.31494 [1355] validation_0-mae:4248.46875 validation_1-mae:6007.02295 [1356] validation_0-mae:4247.56152 validation_1-mae:6006.78906 [1357] validation_0-mae:4247.51025 validation_1-mae:6006.86768 [1358] validation_0-mae:4246.41357 validation_1-mae:6006.88672 [1359] validation_0-mae:4245.39062 validation_1-mae:6006.97022 [1360] validation_0-mae:4244.63867 validation_1-mae:6007.09180 [1361] validation_0-mae:4244.46143 validation_1-mae:6007.10205 [1362] validation_0-mae:4243.69336 validation_1-mae:6007.04980 [1363] validation_0-mae:4242.73828 validation_1-mae:6006.86230 [1364] validation_0-mae:4242.11914 validation_1-mae:6006.86328 [1365] validation_0-mae:4241.20801 validation_1-mae:6007.00439 [1366] validation_0-mae:4239.81982 validation_1-mae:6007.09180 [1367] validation_0-mae:4237.92725 validation_1-mae:6007.14941 [1368] validation_0-mae:4236.25391 validation_1-mae:6007.12305 [1369] validation_0-mae:4234.95264 validation_1-mae:6007.09766 [1370] validation_0-mae:4233.89307 validation_1-mae:6007.02588 [1371] validation_0-mae:4233.20166 validation_1-mae:6006.46533 [1372] validation_0-mae:4232.22705 validation_1-mae:6006.42188 [1373] validation_0-mae:4231.38867 validation_1-mae:6006.68408 [1374] validation_0-mae:4229.51855 validation_1-mae:6006.24463 [1375] validation_0-mae:4228.65381 validation_1-mae:6006.27832 [1376] validation_0-mae:4227.59277 validation_1-mae:6005.90430 [1377] validation_0-mae:4226.76172 validation_1-mae:6006.17822 [1378] validation_0-mae:4225.49365 validation_1-mae:6005.67139 [1379] validation_0-mae:4224.38184 validation_1-mae:6005.43555 [1380] validation_0-mae:4223.47412 validation_1-mae:6005.57812 [1381] validation_0-mae:4222.18115 validation_1-mae:6005.29297 [1382] validation_0-mae:4221.23926 validation_1-mae:6005.06689 [1383] validation_0-mae:4220.10498 validation_1-mae:6004.96289 [1384] validation_0-mae:4219.62061 validation_1-mae:6004.85400 [1385] validation_0-mae:4218.80957 validation_1-mae:6004.73389 [1386] validation_0-mae:4217.78564 validation_1-mae:6004.60547 [1387] validation_0-mae:4216.85938 validation_1-mae:6004.50928 [1388] validation_0-mae:4215.78613 validation_1-mae:6004.55469 [1389] validation_0-mae:4215.29492 validation_1-mae:6004.53125 [1390] validation_0-mae:4214.69238 validation_1-mae:6004.44092 [1391] validation_0-mae:4213.56934 validation_1-mae:6004.94922 [1392] validation_0-mae:4213.09619 validation_1-mae:6004.61768 [1393] validation_0-mae:4212.29932 validation_1-mae:6004.54590 [1394] validation_0-mae:4211.04053 validation_1-mae:6004.38477 [1395] validation_0-mae:4209.43555 validation_1-mae:6004.58350 [1396] validation_0-mae:4208.06543 validation_1-mae:6004.64600 [1397] validation_0-mae:4207.14404 validation_1-mae:6004.94824 [1398] validation_0-mae:4205.54102 validation_1-mae:6005.04248 [1399] validation_0-mae:4204.59766 validation_1-mae:6004.95752 [1400] validation_0-mae:4204.25537 validation_1-mae:6004.76758 [1401] validation_0-mae:4203.92871 validation_1-mae:6004.78174 [1402] validation_0-mae:4203.52100 validation_1-mae:6004.67041 [1403] validation_0-mae:4202.95264 validation_1-mae:6004.79932 [1404] validation_0-mae:4202.06787 validation_1-mae:6004.45068 [1405] validation_0-mae:4201.16064 validation_1-mae:6003.85645 [1406] validation_0-mae:4199.48975 validation_1-mae:6003.59326 [1407] validation_0-mae:4197.73779 validation_1-mae:6003.02978 [1408] validation_0-mae:4196.51514 validation_1-mae:6002.75635 [1409] validation_0-mae:4195.40478 validation_1-mae:6002.30322 [1410] validation_0-mae:4194.84766 validation_1-mae:6002.15527 [1411] validation_0-mae:4194.37842 validation_1-mae:6002.25391 [1412] validation_0-mae:4193.40088 validation_1-mae:6001.88477 [1413] validation_0-mae:4192.13916 validation_1-mae:6001.46387 [1414] validation_0-mae:4190.83838 validation_1-mae:6001.56885 [1415] validation_0-mae:4190.08105 validation_1-mae:6001.24756 [1416] validation_0-mae:4189.05713 validation_1-mae:6001.08496 [1417] validation_0-mae:4188.22656 validation_1-mae:6000.70557 [1418] validation_0-mae:4186.66455 validation_1-mae:6000.94385 [1419] validation_0-mae:4185.51318 validation_1-mae:6001.18750 [1420] validation_0-mae:4184.78857 validation_1-mae:6001.21240 [1421] validation_0-mae:4183.80176 validation_1-mae:6001.47656 [1422] validation_0-mae:4182.61523 validation_1-mae:6001.88574 [1423] validation_0-mae:4181.59326 validation_1-mae:6001.57910 [1424] validation_0-mae:4180.87207 validation_1-mae:6001.85742 [1425] validation_0-mae:4180.35498 validation_1-mae:6001.60889 [1426] validation_0-mae:4179.30176 validation_1-mae:6001.70117 [1427] validation_0-mae:4178.58350 validation_1-mae:6001.56494 [1428] validation_0-mae:4178.01025 validation_1-mae:6001.56152 [1429] validation_0-mae:4176.99756 validation_1-mae:6001.15723 [1430] validation_0-mae:4176.79004 validation_1-mae:6001.15478 [1431] validation_0-mae:4176.11572 validation_1-mae:6000.77002 [1432] validation_0-mae:4174.95898 validation_1-mae:6000.87451 [1433] validation_0-mae:4174.07568 validation_1-mae:6000.59424 [1434] validation_0-mae:4173.69238 validation_1-mae:6000.62500 [1435] validation_0-mae:4173.28320 validation_1-mae:6000.79004 [1436] validation_0-mae:4172.63770 validation_1-mae:6000.68848 [1437] validation_0-mae:4172.16357 validation_1-mae:6000.40478 [1438] validation_0-mae:4170.80518 validation_1-mae:6000.69580 [1439] validation_0-mae:4169.12988 validation_1-mae:6001.11133 [1440] validation_0-mae:4168.49902 validation_1-mae:6000.95947 [1441] validation_0-mae:4167.87305 validation_1-mae:6000.94531 [1442] validation_0-mae:4166.75830 validation_1-mae:6000.36865 [1443] validation_0-mae:4165.96973 validation_1-mae:6000.40430 [1444] validation_0-mae:4165.28125 validation_1-mae:6000.41504 [1445] validation_0-mae:4164.54199 validation_1-mae:6000.30566 [1446] validation_0-mae:4163.71875 validation_1-mae:6000.35352 [1447] validation_0-mae:4163.30957 validation_1-mae:6000.64209 [1448] validation_0-mae:4162.49756 validation_1-mae:6000.46436 [1449] validation_0-mae:4161.63184 validation_1-mae:6000.49805 [1450] validation_0-mae:4161.09131 validation_1-mae:6000.29443 [1451] validation_0-mae:4159.57520 validation_1-mae:5999.91162 [1452] validation_0-mae:4158.99072 validation_1-mae:5999.81445 [1453] validation_0-mae:4158.18848 validation_1-mae:5999.45996 [1454] validation_0-mae:4157.54541 validation_1-mae:5999.72949 [1455] validation_0-mae:4156.58740 validation_1-mae:5999.49902 [1456] validation_0-mae:4155.93408 validation_1-mae:5999.46680 [1457] validation_0-mae:4154.42969 validation_1-mae:5999.09570 [1458] validation_0-mae:4153.80176 validation_1-mae:5999.03760 [1459] validation_0-mae:4152.73730 validation_1-mae:5998.82617 [1460] validation_0-mae:4151.59766 validation_1-mae:5998.42236 [1461] validation_0-mae:4151.05078 validation_1-mae:5998.49658 [1462] validation_0-mae:4149.61035 validation_1-mae:5998.22168 [1463] validation_0-mae:4149.07617 validation_1-mae:5998.29297 [1464] validation_0-mae:4148.07373 validation_1-mae:5997.85547 [1465] validation_0-mae:4147.44873 validation_1-mae:5998.60791 [1466] validation_0-mae:4146.73730 validation_1-mae:5997.95264 [1467] validation_0-mae:4144.87842 validation_1-mae:5998.03906 [1468] validation_0-mae:4144.18701 validation_1-mae:5997.63037 [1469] validation_0-mae:4142.93848 validation_1-mae:5997.53760 [1470] validation_0-mae:4141.90820 validation_1-mae:5997.22705 [1471] validation_0-mae:4140.25195 validation_1-mae:5997.05078 [1472] validation_0-mae:4139.27930 validation_1-mae:5997.13574 [1473] validation_0-mae:4137.77978 validation_1-mae:5997.19092 [1474] validation_0-mae:4137.21973 validation_1-mae:5997.17871 [1475] validation_0-mae:4136.45068 validation_1-mae:5996.87451 [1476] validation_0-mae:4135.40918 validation_1-mae:5997.09082 [1477] validation_0-mae:4134.29492 validation_1-mae:5996.87109 [1478] validation_0-mae:4133.68213 validation_1-mae:5996.82666 [1479] validation_0-mae:4132.65137 validation_1-mae:5996.89941 [1480] validation_0-mae:4131.50391 validation_1-mae:5997.43213 [1481] validation_0-mae:4130.31397 validation_1-mae:5997.57080 [1482] validation_0-mae:4129.75732 validation_1-mae:5997.25293 [1483] validation_0-mae:4129.35107 validation_1-mae:5997.52148 [1484] validation_0-mae:4128.99023 validation_1-mae:5997.49756 [1485] validation_0-mae:4128.60449 validation_1-mae:5997.25781 [1486] validation_0-mae:4127.78320 validation_1-mae:5996.99463 [1487] validation_0-mae:4127.46436 validation_1-mae:5997.06348 [1488] validation_0-mae:4127.41748 validation_1-mae:5997.01416 [1489] validation_0-mae:4126.46680 validation_1-mae:5996.87451 [1490] validation_0-mae:4125.07080 validation_1-mae:5996.46484 [1491] validation_0-mae:4124.24365 validation_1-mae:5996.30615 [1492] validation_0-mae:4123.63623 validation_1-mae:5996.08643 [1493] validation_0-mae:4122.14014 validation_1-mae:5996.20557 [1494] validation_0-mae:4120.90820 validation_1-mae:5996.43164 [1495] validation_0-mae:4118.74023 validation_1-mae:5996.37793 [1496] validation_0-mae:4118.09033 validation_1-mae:5996.53125 [1497] validation_0-mae:4117.07812 validation_1-mae:5996.91357 [1498] validation_0-mae:4116.46973 validation_1-mae:5997.04443 [1499] validation_0-mae:4116.16016 validation_1-mae:5997.00537 [1500] validation_0-mae:4115.46924 validation_1-mae:5997.12939 [1501] validation_0-mae:4114.36523 validation_1-mae:5997.20850 [1502] validation_0-mae:4113.06689 validation_1-mae:5996.71484 [1503] validation_0-mae:4112.32812 validation_1-mae:5997.01709 [1504] validation_0-mae:4111.90576 validation_1-mae:5997.07520 [1505] validation_0-mae:4111.17773 validation_1-mae:5997.32666 [1506] validation_0-mae:4110.73145 validation_1-mae:5997.55713 [1507] validation_0-mae:4110.67529 validation_1-mae:5997.61768 [1508] validation_0-mae:4110.21191 validation_1-mae:5997.81641 [1509] validation_0-mae:4109.37158 validation_1-mae:5997.59180 [1510] validation_0-mae:4109.35693 validation_1-mae:5997.64697 [1511] validation_0-mae:4109.18945 validation_1-mae:5997.93262 [1512] validation_0-mae:4108.37939 validation_1-mae:5997.79541 [1513] validation_0-mae:4107.08838 validation_1-mae:5997.32812 [1514] validation_0-mae:4106.17139 validation_1-mae:5996.98291 [1515] validation_0-mae:4104.52344 validation_1-mae:5996.48779 [1516] validation_0-mae:4103.30518 validation_1-mae:5996.51270 [1517] validation_0-mae:4102.21680 validation_1-mae:5996.74707 [1518] validation_0-mae:4101.03760 validation_1-mae:5996.94775 [1519] validation_0-mae:4099.43603 validation_1-mae:5995.85400 [1520] validation_0-mae:4099.05664 validation_1-mae:5995.72852 [1521] validation_0-mae:4098.62109 validation_1-mae:5995.55713 [1522] validation_0-mae:4098.48779 validation_1-mae:5995.51855 [1523] validation_0-mae:4097.94531 validation_1-mae:5995.59668 [1524] validation_0-mae:4096.85400 validation_1-mae:5995.58887 [1525] validation_0-mae:4096.69922 validation_1-mae:5995.65772 [1526] validation_0-mae:4096.09766 validation_1-mae:5995.53027 [1527] validation_0-mae:4095.47974 validation_1-mae:5995.49756 [1528] validation_0-mae:4094.52002 validation_1-mae:5995.49170 [1529] validation_0-mae:4093.74683 validation_1-mae:5995.51660 [1530] validation_0-mae:4093.02930 validation_1-mae:5995.42383 [1531] validation_0-mae:4092.08057 validation_1-mae:5995.48926 [1532] validation_0-mae:4092.04761 validation_1-mae:5995.49268 [1533] validation_0-mae:4091.92627 validation_1-mae:5995.45264 [1534] validation_0-mae:4091.64941 validation_1-mae:5995.24561 [1535] validation_0-mae:4091.16309 validation_1-mae:5995.38232 [1536] validation_0-mae:4090.60522 validation_1-mae:5995.30713 [1537] validation_0-mae:4089.90234 validation_1-mae:5995.29102 [1538] validation_0-mae:4088.90894 validation_1-mae:5995.04150 [1539] validation_0-mae:4088.40015 validation_1-mae:5994.64600 [1540] validation_0-mae:4087.93604 validation_1-mae:5994.43750 [1541] validation_0-mae:4087.39770 validation_1-mae:5994.73389 [1542] validation_0-mae:4086.09277 validation_1-mae:5994.88623 [1543] validation_0-mae:4084.70850 validation_1-mae:5994.89648 [1544] validation_0-mae:4084.15796 validation_1-mae:5994.84619 [1545] validation_0-mae:4083.83423 validation_1-mae:5994.85107 [1546] validation_0-mae:4082.55981 validation_1-mae:5995.45898 [1547] validation_0-mae:4081.75317 validation_1-mae:5995.70312 [1548] validation_0-mae:4080.67114 validation_1-mae:5996.18311 [1549] validation_0-mae:4079.49512 validation_1-mae:5996.11426 [1550] validation_0-mae:4077.10107 validation_1-mae:5995.38379 [1551] validation_0-mae:4075.99048 validation_1-mae:5995.03613 [1552] validation_0-mae:4074.58374 validation_1-mae:5995.05469 [1553] validation_0-mae:4073.69751 validation_1-mae:5995.17236 [1554] validation_0-mae:4073.09302 validation_1-mae:5995.38525 [1555] validation_0-mae:4072.46948 validation_1-mae:5995.37207 [1556] validation_0-mae:4072.24854 validation_1-mae:5995.07666 [1557] validation_0-mae:4071.75220 validation_1-mae:5994.90576 [1558] validation_0-mae:4071.24097 validation_1-mae:5994.53418 [1559] validation_0-mae:4070.60644 validation_1-mae:5994.41455 [1560] validation_0-mae:4069.70557 validation_1-mae:5994.37353 [1561] validation_0-mae:4069.01196 validation_1-mae:5994.59473 [1562] validation_0-mae:4067.82007 validation_1-mae:5994.74268 [1563] validation_0-mae:4067.67139 validation_1-mae:5994.73145 [1564] validation_0-mae:4066.94238 validation_1-mae:5994.28857 [1565] validation_0-mae:4066.36450 validation_1-mae:5994.04248 [1566] validation_0-mae:4065.07690 validation_1-mae:5993.73096 [1567] validation_0-mae:4062.91187 validation_1-mae:5992.33691 [1568] validation_0-mae:4062.06860 validation_1-mae:5992.18750 [1569] validation_0-mae:4060.79224 validation_1-mae:5992.55762 [1570] validation_0-mae:4060.56104 validation_1-mae:5992.66846 [1571] validation_0-mae:4059.89990 validation_1-mae:5993.06397 [1572] validation_0-mae:4058.68188 validation_1-mae:5993.25684 [1573] validation_0-mae:4058.29272 validation_1-mae:5993.35010 [1574] validation_0-mae:4057.82642 validation_1-mae:5993.73975 [1575] validation_0-mae:4057.22217 validation_1-mae:5993.88135 [1576] validation_0-mae:4056.53980 validation_1-mae:5994.09961 [1577] validation_0-mae:4055.22144 validation_1-mae:5993.44873 [1578] validation_0-mae:4054.78027 validation_1-mae:5993.12353 [1579] validation_0-mae:4053.84888 validation_1-mae:5993.20068 [1580] validation_0-mae:4052.67358 validation_1-mae:5993.22559 [1581] validation_0-mae:4052.22778 validation_1-mae:5993.33887 [1582] validation_0-mae:4051.61816 validation_1-mae:5993.19043 [1583] validation_0-mae:4050.43945 validation_1-mae:5992.82471 [1584] validation_0-mae:4049.24658 validation_1-mae:5992.86475 [1585] validation_0-mae:4048.23560 validation_1-mae:5993.54980 [1586] validation_0-mae:4047.51880 validation_1-mae:5993.99023 [1587] validation_0-mae:4046.76562 validation_1-mae:5994.07959 [1588] validation_0-mae:4046.71826 validation_1-mae:5994.10938 [1589] validation_0-mae:4045.82324 validation_1-mae:5994.18848 [1590] validation_0-mae:4045.66846 validation_1-mae:5994.14600 [1591] validation_0-mae:4045.11401 validation_1-mae:5993.68213 [1592] validation_0-mae:4043.78516 validation_1-mae:5994.62939 [1593] validation_0-mae:4042.57397 validation_1-mae:5995.37695 [1594] validation_0-mae:4041.90845 validation_1-mae:5995.41650 [1595] validation_0-mae:4040.85596 validation_1-mae:5995.45605 [1596] validation_0-mae:4039.94067 validation_1-mae:5995.34766 [1597] validation_0-mae:4039.17188 validation_1-mae:5995.30664 [1598] validation_0-mae:4038.26001 validation_1-mae:5995.42773 [1599] validation_0-mae:4036.75366 validation_1-mae:5994.64844 [1600] validation_0-mae:4035.58106 validation_1-mae:5994.68164 [1601] validation_0-mae:4034.04883 validation_1-mae:5994.09180 [1602] validation_0-mae:4033.37744 validation_1-mae:5994.33496 [1603] validation_0-mae:4032.85425 validation_1-mae:5994.51953 [1604] validation_0-mae:4031.82202 validation_1-mae:5994.76514 [1605] validation_0-mae:4030.70386 validation_1-mae:5995.08398 [1606] validation_0-mae:4029.82568 validation_1-mae:5995.19678 [1607] validation_0-mae:4028.62866 validation_1-mae:5994.77490 [1608] validation_0-mae:4027.74268 validation_1-mae:5994.68164 [1609] validation_0-mae:4026.55566 validation_1-mae:5994.83545 [1610] validation_0-mae:4025.58106 validation_1-mae:5994.45996 [1611] validation_0-mae:4025.07422 validation_1-mae:5994.34961 [1612] validation_0-mae:4024.51685 validation_1-mae:5994.15820 [1613] validation_0-mae:4023.73682 validation_1-mae:5994.34033 [1614] validation_0-mae:4023.24365 validation_1-mae:5994.19531 [1615] validation_0-mae:4022.57105 validation_1-mae:5993.87842 [1616] validation_0-mae:4021.13306 validation_1-mae:5994.24902 [1617] validation_0-mae:4019.78735 validation_1-mae:5993.85889 [1618] validation_0-mae:4019.40869 validation_1-mae:5993.63574 [1619] validation_0-mae:4017.92017 validation_1-mae:5993.45703 [1620] validation_0-mae:4016.94263 validation_1-mae:5993.25781 [1621] validation_0-mae:4016.55273 validation_1-mae:5993.29102 [1622] validation_0-mae:4015.92505 validation_1-mae:5993.11621 [1623] validation_0-mae:4015.12964 validation_1-mae:5993.45068 [1624] validation_0-mae:4014.63501 validation_1-mae:5993.54150 [1625] validation_0-mae:4013.72485 validation_1-mae:5993.55127 [1626] validation_0-mae:4012.92627 validation_1-mae:5993.12988 [1627] validation_0-mae:4012.24341 validation_1-mae:5993.27100 [1628] validation_0-mae:4011.09302 validation_1-mae:5993.11865 [1629] validation_0-mae:4010.06714 validation_1-mae:5992.83301 [1630] validation_0-mae:4009.62769 validation_1-mae:5993.05322 [1631] validation_0-mae:4007.92603 validation_1-mae:5993.47217 [1632] validation_0-mae:4007.20850 validation_1-mae:5993.72412 [1633] validation_0-mae:4006.67090 validation_1-mae:5993.81445 [1634] validation_0-mae:4005.89893 validation_1-mae:5993.69873 [1635] validation_0-mae:4005.54248 validation_1-mae:5993.55273 [1636] validation_0-mae:4004.61743 validation_1-mae:5993.46533 [1637] validation_0-mae:4003.79907 validation_1-mae:5993.51270 [1638] validation_0-mae:4003.27539 validation_1-mae:5993.35547 [1639] validation_0-mae:4003.03564 validation_1-mae:5993.23535 [1640] validation_0-mae:4002.99438 validation_1-mae:5993.22510 [1641] validation_0-mae:4002.92505 validation_1-mae:5993.14453 [1642] validation_0-mae:4002.32227 validation_1-mae:5993.26318 [1643] validation_0-mae:4001.84766 validation_1-mae:5993.22461 [1644] validation_0-mae:4001.25464 validation_1-mae:5993.46289 [1645] validation_0-mae:4000.09155 validation_1-mae:5993.72168 [1646] validation_0-mae:3998.95630 validation_1-mae:5993.53760 [1647] validation_0-mae:3998.20581 validation_1-mae:5993.25488 [1648] validation_0-mae:3998.11108 validation_1-mae:5993.37305 [1649] validation_0-mae:3998.03638 validation_1-mae:5993.43018 [1650] validation_0-mae:3997.89844 validation_1-mae:5993.42432 [1651] validation_0-mae:3997.49048 validation_1-mae:5993.52930 [1652] validation_0-mae:3996.71387 validation_1-mae:5993.17773 [1653] validation_0-mae:3995.75708 validation_1-mae:5992.85889 [1654] validation_0-mae:3995.00903 validation_1-mae:5992.93652 [1655] validation_0-mae:3994.17114 validation_1-mae:5992.85889 [1656] validation_0-mae:3993.70337 validation_1-mae:5992.71191 [1657] validation_0-mae:3993.06055 validation_1-mae:5992.21240 [1658] validation_0-mae:3992.44482 validation_1-mae:5991.79199 [1659] validation_0-mae:3991.76245 validation_1-mae:5991.86377 [1660] validation_0-mae:3990.88062 validation_1-mae:5991.87451 [1661] validation_0-mae:3990.57397 validation_1-mae:5991.84375 [1662] validation_0-mae:3990.10571 validation_1-mae:5991.95557 [1663] validation_0-mae:3989.40552 validation_1-mae:5991.81836 [1664] validation_0-mae:3988.66821 validation_1-mae:5991.56103 [1665] validation_0-mae:3988.05835 validation_1-mae:5991.35254 [1666] validation_0-mae:3987.36401 validation_1-mae:5991.48975 [1667] validation_0-mae:3986.36523 validation_1-mae:5991.55371 [1668] validation_0-mae:3985.40430 validation_1-mae:5992.03857 [1669] validation_0-mae:3985.09082 validation_1-mae:5991.87939 [1670] validation_0-mae:3983.65308 validation_1-mae:5991.99658 [1671] validation_0-mae:3983.25171 validation_1-mae:5991.88916 [1672] validation_0-mae:3982.63843 validation_1-mae:5991.63623 [1673] validation_0-mae:3982.02417 validation_1-mae:5991.38672 [1674] validation_0-mae:3981.26831 validation_1-mae:5991.55322 [1675] validation_0-mae:3980.58228 validation_1-mae:5991.36328 [1676] validation_0-mae:3980.01392 validation_1-mae:5991.24951 [1677] validation_0-mae:3978.65601 validation_1-mae:5990.98926 [1678] validation_0-mae:3977.90479 validation_1-mae:5991.04346 [1679] validation_0-mae:3977.34497 validation_1-mae:5991.23828 [1680] validation_0-mae:3976.83520 validation_1-mae:5991.48877 [1681] validation_0-mae:3976.51050 validation_1-mae:5991.64209 [1682] validation_0-mae:3975.08032 validation_1-mae:5991.00488 [1683] validation_0-mae:3974.14160 validation_1-mae:5991.55713 [1684] validation_0-mae:3973.87573 validation_1-mae:5991.44238 [1685] validation_0-mae:3973.54932 validation_1-mae:5991.51660 [1686] validation_0-mae:3972.86987 validation_1-mae:5991.54932 [1687] validation_0-mae:3971.51221 validation_1-mae:5992.39404 [1688] validation_0-mae:3971.08716 validation_1-mae:5992.53125 [1689] validation_0-mae:3970.05713 validation_1-mae:5992.72461 [1690] validation_0-mae:3969.29956 validation_1-mae:5992.42432 [1691] validation_0-mae:3968.61621 validation_1-mae:5992.71191 [1692] validation_0-mae:3968.18433 validation_1-mae:5992.60400 [1693] validation_0-mae:3967.46582 validation_1-mae:5992.35254 [1694] validation_0-mae:3966.59155 validation_1-mae:5992.75049 [1695] validation_0-mae:3965.81934 validation_1-mae:5992.47900 [1696] validation_0-mae:3965.43042 validation_1-mae:5992.47363 [1697] validation_0-mae:3964.96484 validation_1-mae:5992.56738 [1698] validation_0-mae:3964.27661 validation_1-mae:5992.45947 [1699] validation_0-mae:3963.38184 validation_1-mae:5992.15772 Dropping: felg [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65234 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.57666 [21] validation_0-mae:7944.89600 validation_1-mae:7832.65723 [22] validation_0-mae:7846.75684 validation_1-mae:7746.49707 [23] validation_0-mae:7760.49268 validation_1-mae:7677.36865 [24] validation_0-mae:7676.77881 validation_1-mae:7599.02197 [25] validation_0-mae:7604.22461 validation_1-mae:7535.70166 [26] validation_0-mae:7548.77930 validation_1-mae:7488.89014 [27] validation_0-mae:7488.50049 validation_1-mae:7434.85938 [28] validation_0-mae:7439.26465 validation_1-mae:7393.77002 [29] validation_0-mae:7397.07129 validation_1-mae:7359.59912 [30] validation_0-mae:7361.33447 validation_1-mae:7328.96973 [31] validation_0-mae:7320.76904 validation_1-mae:7292.48438 [32] validation_0-mae:7292.27344 validation_1-mae:7275.01514 [33] validation_0-mae:7264.06689 validation_1-mae:7253.97363 [34] validation_0-mae:7233.79004 validation_1-mae:7234.01221 [35] validation_0-mae:7202.32031 validation_1-mae:7209.13965 [36] validation_0-mae:7185.08740 validation_1-mae:7195.72412 [37] validation_0-mae:7167.61963 validation_1-mae:7185.29199 [38] validation_0-mae:7142.17969 validation_1-mae:7163.79248 [39] validation_0-mae:7120.81445 validation_1-mae:7146.60986 [40] validation_0-mae:7102.98682 validation_1-mae:7136.16064 [41] validation_0-mae:7086.79443 validation_1-mae:7123.76465 [42] validation_0-mae:7069.74609 validation_1-mae:7113.02295 [43] validation_0-mae:7049.70898 validation_1-mae:7099.21728 [44] validation_0-mae:7033.69287 validation_1-mae:7086.15918 [45] validation_0-mae:7014.76465 validation_1-mae:7073.00000 [46] validation_0-mae:6998.53857 validation_1-mae:7062.82764 [47] validation_0-mae:6975.02393 validation_1-mae:7044.06299 [48] validation_0-mae:6963.79541 validation_1-mae:7035.40186 [49] validation_0-mae:6944.66797 validation_1-mae:7021.22949 [50] validation_0-mae:6920.67480 validation_1-mae:7005.82031 [51] validation_0-mae:6908.85303 validation_1-mae:6996.57910 [52] validation_0-mae:6890.51709 validation_1-mae:6984.63672 [53] validation_0-mae:6871.32324 validation_1-mae:6967.87305 [54] validation_0-mae:6856.89600 validation_1-mae:6955.21826 [55] validation_0-mae:6846.20459 validation_1-mae:6948.77783 [56] validation_0-mae:6826.03076 validation_1-mae:6932.08447 [57] validation_0-mae:6813.08398 validation_1-mae:6923.50830 [58] validation_0-mae:6803.71582 validation_1-mae:6916.73535 [59] validation_0-mae:6786.72754 validation_1-mae:6908.77246 [60] validation_0-mae:6774.04492 validation_1-mae:6898.24121 [61] validation_0-mae:6760.41797 validation_1-mae:6887.43994 [62] validation_0-mae:6749.58740 validation_1-mae:6880.98926 [63] validation_0-mae:6734.16895 validation_1-mae:6868.51172 [64] validation_0-mae:6721.70703 validation_1-mae:6858.06397 [65] validation_0-mae:6710.04395 validation_1-mae:6849.35352 [66] validation_0-mae:6696.66162 validation_1-mae:6835.65137 [67] validation_0-mae:6686.05078 validation_1-mae:6829.93408 [68] validation_0-mae:6675.47510 validation_1-mae:6821.48193 [69] validation_0-mae:6670.55078 validation_1-mae:6818.15869 [70] validation_0-mae:6656.58936 validation_1-mae:6809.00732 [71] validation_0-mae:6645.05908 validation_1-mae:6800.33984 [72] validation_0-mae:6634.14893 validation_1-mae:6795.59717 [73] validation_0-mae:6626.81543 validation_1-mae:6789.20898 [74] validation_0-mae:6615.48486 validation_1-mae:6782.15186 [75] validation_0-mae:6594.62647 validation_1-mae:6763.43213 [76] validation_0-mae:6584.61572 validation_1-mae:6755.71094 [77] validation_0-mae:6580.52246 validation_1-mae:6751.28467 [78] validation_0-mae:6571.61914 validation_1-mae:6743.93506 [79] validation_0-mae:6562.51611 validation_1-mae:6739.16113 [80] validation_0-mae:6553.35840 validation_1-mae:6730.53662 [81] validation_0-mae:6540.77051 validation_1-mae:6722.34424 [82] validation_0-mae:6534.70850 validation_1-mae:6717.86670 [83] validation_0-mae:6526.16943 validation_1-mae:6711.25977 [84] validation_0-mae:6519.55664 validation_1-mae:6708.43311 [85] validation_0-mae:6510.32275 validation_1-mae:6701.74121 [86] validation_0-mae:6502.94092 validation_1-mae:6698.81738 [87] validation_0-mae:6490.16992 validation_1-mae:6688.75000 [88] validation_0-mae:6477.60596 validation_1-mae:6682.89307 [89] validation_0-mae:6471.63135 validation_1-mae:6676.95654 [90] validation_0-mae:6465.46338 validation_1-mae:6673.13281 [91] validation_0-mae:6457.59522 validation_1-mae:6666.17480 [92] validation_0-mae:6450.43164 validation_1-mae:6662.71533 [93] validation_0-mae:6442.52686 validation_1-mae:6659.57031 [94] validation_0-mae:6435.18066 validation_1-mae:6654.22656 [95] validation_0-mae:6427.90039 validation_1-mae:6648.65381 [96] validation_0-mae:6421.48535 validation_1-mae:6644.66992 [97] validation_0-mae:6411.04785 validation_1-mae:6638.28174 [98] validation_0-mae:6403.91064 validation_1-mae:6631.95312 [99] validation_0-mae:6396.84228 validation_1-mae:6627.22607 [100] validation_0-mae:6388.18603 validation_1-mae:6620.25781 [101] validation_0-mae:6385.47559 validation_1-mae:6618.67529 [102] validation_0-mae:6377.70654 validation_1-mae:6615.54932 [103] validation_0-mae:6372.88721 validation_1-mae:6611.06494 [104] validation_0-mae:6367.11963 validation_1-mae:6607.08691 [105] validation_0-mae:6361.61133 validation_1-mae:6602.76318 [106] validation_0-mae:6354.73535 validation_1-mae:6600.08936 [107] validation_0-mae:6351.73486 validation_1-mae:6598.64160 [108] validation_0-mae:6347.29199 validation_1-mae:6595.89258 [109] validation_0-mae:6340.40186 validation_1-mae:6590.95312 [110] validation_0-mae:6332.76660 validation_1-mae:6585.30957 [111] validation_0-mae:6328.40234 validation_1-mae:6583.21582 [112] validation_0-mae:6324.09619 validation_1-mae:6579.20801 [113] validation_0-mae:6317.14746 validation_1-mae:6574.69873 [114] validation_0-mae:6312.28076 validation_1-mae:6571.43701 [115] validation_0-mae:6307.44629 validation_1-mae:6569.74756 [116] validation_0-mae:6303.75098 validation_1-mae:6566.74121 [117] validation_0-mae:6300.46240 validation_1-mae:6565.79248 [118] validation_0-mae:6285.49316 validation_1-mae:6554.38965 [119] validation_0-mae:6280.44287 validation_1-mae:6553.40723 [120] validation_0-mae:6275.94531 validation_1-mae:6551.54688 [121] validation_0-mae:6269.61475 validation_1-mae:6548.01709 [122] validation_0-mae:6265.71728 validation_1-mae:6546.39697 [123] validation_0-mae:6260.69434 validation_1-mae:6542.47998 [124] validation_0-mae:6255.40723 validation_1-mae:6538.06787 [125] validation_0-mae:6252.21533 validation_1-mae:6535.58252 [126] validation_0-mae:6248.73242 validation_1-mae:6533.18457 [127] validation_0-mae:6245.21240 validation_1-mae:6531.96582 [128] validation_0-mae:6239.31397 validation_1-mae:6528.62647 [129] validation_0-mae:6230.73389 validation_1-mae:6522.19141 [130] validation_0-mae:6222.81103 validation_1-mae:6518.06250 [131] validation_0-mae:6215.81250 validation_1-mae:6512.81934 [132] validation_0-mae:6208.52686 validation_1-mae:6506.06201 [133] validation_0-mae:6207.25000 validation_1-mae:6505.52783 [134] validation_0-mae:6200.48145 validation_1-mae:6501.88818 [135] validation_0-mae:6196.98242 validation_1-mae:6500.95605 [136] validation_0-mae:6191.95264 validation_1-mae:6496.73584 [137] validation_0-mae:6185.63721 validation_1-mae:6492.52588 [138] validation_0-mae:6179.22070 validation_1-mae:6487.50293 [139] validation_0-mae:6174.90674 validation_1-mae:6486.07471 [140] validation_0-mae:6170.86084 validation_1-mae:6483.75928 [141] validation_0-mae:6167.00098 validation_1-mae:6480.94141 [142] validation_0-mae:6162.78027 validation_1-mae:6480.15918 [143] validation_0-mae:6159.03955 validation_1-mae:6478.71045 [144] validation_0-mae:6156.55127 validation_1-mae:6477.33789 [145] validation_0-mae:6154.79004 validation_1-mae:6476.12549 [146] validation_0-mae:6150.08594 validation_1-mae:6473.67529 [147] validation_0-mae:6145.03369 validation_1-mae:6471.95996 [148] validation_0-mae:6141.25635 validation_1-mae:6470.64941 [149] validation_0-mae:6133.24219 validation_1-mae:6464.57910 [150] validation_0-mae:6129.84326 validation_1-mae:6462.98096 [151] validation_0-mae:6125.86572 validation_1-mae:6460.67041 [152] validation_0-mae:6117.30566 validation_1-mae:6453.70605 [153] validation_0-mae:6111.80615 validation_1-mae:6450.48340 [154] validation_0-mae:6105.25635 validation_1-mae:6449.10352 [155] validation_0-mae:6100.87012 validation_1-mae:6445.83887 [156] validation_0-mae:6095.81055 validation_1-mae:6443.31299 [157] validation_0-mae:6094.80420 validation_1-mae:6442.18994 [158] validation_0-mae:6091.64258 validation_1-mae:6441.31201 [159] validation_0-mae:6086.85352 validation_1-mae:6437.38135 [160] validation_0-mae:6079.98242 validation_1-mae:6431.95410 [161] validation_0-mae:6076.78516 validation_1-mae:6430.39355 [162] validation_0-mae:6073.68603 validation_1-mae:6429.44238 [163] validation_0-mae:6069.70703 validation_1-mae:6426.83496 [164] validation_0-mae:6066.64600 validation_1-mae:6425.22705 [165] validation_0-mae:6063.58154 validation_1-mae:6425.54492 [166] validation_0-mae:6060.31201 validation_1-mae:6423.92041 [167] validation_0-mae:6057.61572 validation_1-mae:6422.26367 [168] validation_0-mae:6052.45312 validation_1-mae:6420.41748 [169] validation_0-mae:6047.73926 validation_1-mae:6418.64209 [170] validation_0-mae:6045.80615 validation_1-mae:6417.97266 [171] validation_0-mae:6041.22510 validation_1-mae:6418.74316 [172] validation_0-mae:6039.63965 validation_1-mae:6418.57031 [173] validation_0-mae:6036.31836 validation_1-mae:6417.77978 [174] validation_0-mae:6032.70410 validation_1-mae:6416.04492 [175] validation_0-mae:6029.19189 validation_1-mae:6414.78564 [176] validation_0-mae:6025.88672 validation_1-mae:6413.70410 [177] validation_0-mae:6023.56934 validation_1-mae:6412.26562 [178] validation_0-mae:6021.21582 validation_1-mae:6411.13965 [179] validation_0-mae:6018.04834 validation_1-mae:6409.44629 [180] validation_0-mae:6015.53857 validation_1-mae:6407.65478 [181] validation_0-mae:6015.06055 validation_1-mae:6407.44482 [182] validation_0-mae:6008.23633 validation_1-mae:6403.99658 [183] validation_0-mae:5999.70898 validation_1-mae:6399.05811 [184] validation_0-mae:5996.48193 validation_1-mae:6397.89160 [185] validation_0-mae:5991.63135 validation_1-mae:6395.93750 [186] validation_0-mae:5989.04346 validation_1-mae:6396.10645 [187] validation_0-mae:5984.61719 validation_1-mae:6393.47852 [188] validation_0-mae:5980.36475 validation_1-mae:6391.64941 [189] validation_0-mae:5975.98926 validation_1-mae:6388.58545 [190] validation_0-mae:5969.76465 validation_1-mae:6385.50977 [191] validation_0-mae:5966.18164 validation_1-mae:6383.91064 [192] validation_0-mae:5963.09082 validation_1-mae:6383.35400 [193] validation_0-mae:5960.63672 validation_1-mae:6382.72412 [194] validation_0-mae:5959.54102 validation_1-mae:6382.00439 [195] validation_0-mae:5956.40967 validation_1-mae:6381.46777 [196] validation_0-mae:5953.78711 validation_1-mae:6379.48584 [197] validation_0-mae:5951.14551 validation_1-mae:6377.77197 [198] validation_0-mae:5948.77393 validation_1-mae:6376.42139 [199] validation_0-mae:5944.65039 validation_1-mae:6375.35498 [200] validation_0-mae:5942.31055 validation_1-mae:6374.39746 [201] validation_0-mae:5939.12744 validation_1-mae:6373.45752 [202] validation_0-mae:5935.48975 validation_1-mae:6372.94531 [203] validation_0-mae:5933.61426 validation_1-mae:6372.25830 [204] validation_0-mae:5927.83594 validation_1-mae:6370.34180 [205] validation_0-mae:5922.65967 validation_1-mae:6369.30029 [206] validation_0-mae:5918.70752 validation_1-mae:6366.72314 [207] validation_0-mae:5912.37598 validation_1-mae:6361.57422 [208] validation_0-mae:5910.04297 validation_1-mae:6361.00244 [209] validation_0-mae:5909.07812 validation_1-mae:6360.77100 [210] validation_0-mae:5906.16113 validation_1-mae:6360.26172 [211] validation_0-mae:5900.21045 validation_1-mae:6357.60645 [212] validation_0-mae:5896.07422 validation_1-mae:6355.98828 [213] validation_0-mae:5894.13623 validation_1-mae:6355.76758 [214] validation_0-mae:5891.35059 validation_1-mae:6354.81250 [215] validation_0-mae:5886.97900 validation_1-mae:6351.89893 [216] validation_0-mae:5883.60596 validation_1-mae:6351.83545 [217] validation_0-mae:5880.00342 validation_1-mae:6350.16895 [218] validation_0-mae:5878.79150 validation_1-mae:6349.46094 [219] validation_0-mae:5876.90820 validation_1-mae:6348.85498 [220] validation_0-mae:5874.62939 validation_1-mae:6347.16113 [221] validation_0-mae:5872.10400 validation_1-mae:6346.47461 [222] validation_0-mae:5867.57275 validation_1-mae:6343.93457 [223] validation_0-mae:5865.78857 validation_1-mae:6343.21875 [224] validation_0-mae:5865.01758 validation_1-mae:6343.22363 [225] validation_0-mae:5863.58057 validation_1-mae:6341.84814 [226] validation_0-mae:5860.97803 validation_1-mae:6342.53223 [227] validation_0-mae:5856.66406 validation_1-mae:6340.27637 [228] validation_0-mae:5852.91943 validation_1-mae:6337.29102 [229] validation_0-mae:5845.58594 validation_1-mae:6331.56348 [230] validation_0-mae:5839.43750 validation_1-mae:6327.15869 [231] validation_0-mae:5836.72705 validation_1-mae:6325.50195 [232] validation_0-mae:5833.36377 validation_1-mae:6323.74414 [233] validation_0-mae:5828.91455 validation_1-mae:6319.99316 [234] validation_0-mae:5825.32080 validation_1-mae:6319.09131 [235] validation_0-mae:5823.41162 validation_1-mae:6317.89893 [236] validation_0-mae:5821.31934 validation_1-mae:6316.91357 [237] validation_0-mae:5816.73242 validation_1-mae:6314.55078 [238] validation_0-mae:5815.86279 validation_1-mae:6314.11035 [239] validation_0-mae:5811.49121 validation_1-mae:6311.43311 [240] validation_0-mae:5808.39404 validation_1-mae:6310.49609 [241] validation_0-mae:5805.13330 validation_1-mae:6309.19287 [242] validation_0-mae:5803.43408 validation_1-mae:6308.82568 [243] validation_0-mae:5800.56494 validation_1-mae:6307.44189 [244] validation_0-mae:5798.26074 validation_1-mae:6306.01758 [245] validation_0-mae:5795.84180 validation_1-mae:6305.42090 [246] validation_0-mae:5794.55420 validation_1-mae:6304.81055 [247] validation_0-mae:5792.75830 validation_1-mae:6304.52051 [248] validation_0-mae:5789.75293 validation_1-mae:6303.60498 [249] validation_0-mae:5789.15283 validation_1-mae:6303.50195 [250] validation_0-mae:5784.59326 validation_1-mae:6301.70947 [251] validation_0-mae:5782.48291 validation_1-mae:6300.72022 [252] validation_0-mae:5780.14062 validation_1-mae:6300.32275 [253] validation_0-mae:5778.29834 validation_1-mae:6299.81299 [254] validation_0-mae:5776.72998 validation_1-mae:6299.86133 [255] validation_0-mae:5775.72559 validation_1-mae:6299.67725 [256] validation_0-mae:5773.73096 validation_1-mae:6298.88672 [257] validation_0-mae:5771.70215 validation_1-mae:6297.40039 [258] validation_0-mae:5770.25732 validation_1-mae:6296.44434 [259] validation_0-mae:5766.94775 validation_1-mae:6293.63281 [260] validation_0-mae:5765.38672 validation_1-mae:6293.58057 [261] validation_0-mae:5762.74414 validation_1-mae:6292.41260 [262] validation_0-mae:5760.84180 validation_1-mae:6292.89355 [263] validation_0-mae:5758.62353 validation_1-mae:6291.20410 [264] validation_0-mae:5755.70459 validation_1-mae:6290.71387 [265] validation_0-mae:5751.83398 validation_1-mae:6290.58496 [266] validation_0-mae:5748.02930 validation_1-mae:6287.72803 [267] validation_0-mae:5745.39941 validation_1-mae:6286.81055 [268] validation_0-mae:5742.47217 validation_1-mae:6284.82324 [269] validation_0-mae:5736.97705 validation_1-mae:6280.57227 [270] validation_0-mae:5733.43408 validation_1-mae:6279.47852 [271] validation_0-mae:5730.54102 validation_1-mae:6278.36328 [272] validation_0-mae:5723.48926 validation_1-mae:6275.33740 [273] validation_0-mae:5721.64062 validation_1-mae:6274.72656 [274] validation_0-mae:5720.67920 validation_1-mae:6275.05811 [275] validation_0-mae:5719.78760 validation_1-mae:6274.33350 [276] validation_0-mae:5715.82324 validation_1-mae:6272.14502 [277] validation_0-mae:5714.99512 validation_1-mae:6271.80859 [278] validation_0-mae:5713.94873 validation_1-mae:6271.66016 [279] validation_0-mae:5711.12988 validation_1-mae:6270.59082 [280] validation_0-mae:5706.86914 validation_1-mae:6268.56689 [281] validation_0-mae:5704.45312 validation_1-mae:6267.98584 [282] validation_0-mae:5702.69482 validation_1-mae:6266.88916 [283] validation_0-mae:5700.79053 validation_1-mae:6266.51465 [284] validation_0-mae:5698.29395 validation_1-mae:6265.05908 [285] validation_0-mae:5696.75537 validation_1-mae:6264.90381 [286] validation_0-mae:5696.09424 validation_1-mae:6264.66113 [287] validation_0-mae:5695.47803 validation_1-mae:6264.42578 [288] validation_0-mae:5690.74951 validation_1-mae:6262.60010 [289] validation_0-mae:5687.50439 validation_1-mae:6261.75732 [290] validation_0-mae:5685.48828 validation_1-mae:6260.80420 [291] validation_0-mae:5681.98779 validation_1-mae:6259.77588 [292] validation_0-mae:5680.81152 validation_1-mae:6258.85889 [293] validation_0-mae:5677.99609 validation_1-mae:6257.29785 [294] validation_0-mae:5675.66748 validation_1-mae:6256.67578 [295] validation_0-mae:5673.59961 validation_1-mae:6256.03809 [296] validation_0-mae:5672.67432 validation_1-mae:6255.66064 [297] validation_0-mae:5672.39355 validation_1-mae:6255.89941 [298] validation_0-mae:5670.76025 validation_1-mae:6255.31299 [299] validation_0-mae:5666.49609 validation_1-mae:6252.58691 [300] validation_0-mae:5663.90088 validation_1-mae:6251.97559 [301] validation_0-mae:5661.73242 validation_1-mae:6251.97314 [302] validation_0-mae:5660.14648 validation_1-mae:6251.73779 [303] validation_0-mae:5658.27002 validation_1-mae:6251.80859 [304] validation_0-mae:5654.53857 validation_1-mae:6251.46436 [305] validation_0-mae:5652.11084 validation_1-mae:6251.54492 [306] validation_0-mae:5650.68018 validation_1-mae:6251.35498 [307] validation_0-mae:5648.82031 validation_1-mae:6251.89258 [308] validation_0-mae:5647.25342 validation_1-mae:6251.02002 [309] validation_0-mae:5644.01904 validation_1-mae:6249.85010 [310] validation_0-mae:5643.12207 validation_1-mae:6249.44727 [311] validation_0-mae:5640.83789 validation_1-mae:6248.50586 [312] validation_0-mae:5637.75000 validation_1-mae:6247.59277 [313] validation_0-mae:5634.77686 validation_1-mae:6245.56738 [314] validation_0-mae:5631.51611 validation_1-mae:6244.18164 [315] validation_0-mae:5630.05762 validation_1-mae:6243.94971 [316] validation_0-mae:5625.92529 validation_1-mae:6243.41455 [317] validation_0-mae:5624.61523 validation_1-mae:6242.86133 [318] validation_0-mae:5622.19727 validation_1-mae:6242.52734 [319] validation_0-mae:5617.01855 validation_1-mae:6239.46484 [320] validation_0-mae:5613.09668 validation_1-mae:6237.74463 [321] validation_0-mae:5612.01709 validation_1-mae:6237.43994 [322] validation_0-mae:5611.85547 validation_1-mae:6237.66992 [323] validation_0-mae:5606.91992 validation_1-mae:6235.01855 [324] validation_0-mae:5605.77588 validation_1-mae:6234.33203 [325] validation_0-mae:5605.03955 validation_1-mae:6234.01855 [326] validation_0-mae:5602.93945 validation_1-mae:6233.60889 [327] validation_0-mae:5601.30371 validation_1-mae:6233.00537 [328] validation_0-mae:5600.76953 validation_1-mae:6233.00342 [329] validation_0-mae:5598.59717 validation_1-mae:6231.80078 [330] validation_0-mae:5594.14551 validation_1-mae:6229.96191 [331] validation_0-mae:5590.88672 validation_1-mae:6230.09131 [332] validation_0-mae:5587.76123 validation_1-mae:6228.69141 [333] validation_0-mae:5585.78174 validation_1-mae:6228.34570 [334] validation_0-mae:5583.84228 validation_1-mae:6228.59570 [335] validation_0-mae:5581.17920 validation_1-mae:6226.98047 [336] validation_0-mae:5579.10254 validation_1-mae:6226.17822 [337] validation_0-mae:5578.60840 validation_1-mae:6225.82471 [338] validation_0-mae:5576.54541 validation_1-mae:6225.94971 [339] validation_0-mae:5573.95703 validation_1-mae:6223.41162 [340] validation_0-mae:5571.34717 validation_1-mae:6223.22559 [341] validation_0-mae:5569.14307 validation_1-mae:6223.56250 [342] validation_0-mae:5567.32764 validation_1-mae:6223.59473 [343] validation_0-mae:5566.19043 validation_1-mae:6222.74023 [344] validation_0-mae:5562.23682 validation_1-mae:6221.47754 [345] validation_0-mae:5560.93408 validation_1-mae:6220.85596 [346] validation_0-mae:5558.08936 validation_1-mae:6220.09473 [347] validation_0-mae:5557.86914 validation_1-mae:6220.12695 [348] validation_0-mae:5555.35059 validation_1-mae:6220.21094 [349] validation_0-mae:5552.56006 validation_1-mae:6219.82373 [350] validation_0-mae:5549.49512 validation_1-mae:6219.57812 [351] validation_0-mae:5547.37793 validation_1-mae:6219.29492 [352] validation_0-mae:5543.98096 validation_1-mae:6218.05078 [353] validation_0-mae:5541.52734 validation_1-mae:6216.80908 [354] validation_0-mae:5538.34326 validation_1-mae:6216.77197 [355] validation_0-mae:5536.87695 validation_1-mae:6216.84570 [356] validation_0-mae:5535.27978 validation_1-mae:6216.59619 [357] validation_0-mae:5534.75293 validation_1-mae:6216.59131 [358] validation_0-mae:5534.02148 validation_1-mae:6216.35059 [359] validation_0-mae:5533.66699 validation_1-mae:6216.68115 [360] validation_0-mae:5531.19629 validation_1-mae:6215.34228 [361] validation_0-mae:5528.76270 validation_1-mae:6215.09375 [362] validation_0-mae:5526.83496 validation_1-mae:6215.10352 [363] validation_0-mae:5525.30566 validation_1-mae:6214.34619 [364] validation_0-mae:5522.91992 validation_1-mae:6213.54199 [365] validation_0-mae:5520.30518 validation_1-mae:6212.77295 [366] validation_0-mae:5518.02832 validation_1-mae:6211.89258 [367] validation_0-mae:5517.46338 validation_1-mae:6212.06299 [368] validation_0-mae:5513.11084 validation_1-mae:6210.09668 [369] validation_0-mae:5510.72119 validation_1-mae:6209.95166 [370] validation_0-mae:5509.52051 validation_1-mae:6209.54053 [371] validation_0-mae:5509.08838 validation_1-mae:6209.55029 [372] validation_0-mae:5507.82568 validation_1-mae:6209.71533 [373] validation_0-mae:5507.00537 validation_1-mae:6209.23145 [374] validation_0-mae:5506.39404 validation_1-mae:6209.29004 [375] validation_0-mae:5500.36816 validation_1-mae:6207.20459 [376] validation_0-mae:5498.82910 validation_1-mae:6207.05029 [377] validation_0-mae:5497.75879 validation_1-mae:6206.84717 [378] validation_0-mae:5494.93994 validation_1-mae:6206.04688 [379] validation_0-mae:5492.94531 validation_1-mae:6206.46191 [380] validation_0-mae:5489.51514 validation_1-mae:6204.12500 [381] validation_0-mae:5485.49170 validation_1-mae:6202.30225 [382] validation_0-mae:5482.69531 validation_1-mae:6200.66211 [383] validation_0-mae:5481.33691 validation_1-mae:6200.05029 [384] validation_0-mae:5480.75488 validation_1-mae:6199.85010 [385] validation_0-mae:5479.60400 validation_1-mae:6199.66016 [386] validation_0-mae:5477.49121 validation_1-mae:6198.65625 [387] validation_0-mae:5476.35498 validation_1-mae:6198.08105 [388] validation_0-mae:5475.91650 validation_1-mae:6198.53027 [389] validation_0-mae:5474.56348 validation_1-mae:6197.83496 [390] validation_0-mae:5473.64355 validation_1-mae:6197.33496 [391] validation_0-mae:5472.21777 validation_1-mae:6197.02246 [392] validation_0-mae:5469.96777 validation_1-mae:6196.26172 [393] validation_0-mae:5467.96924 validation_1-mae:6195.82861 [394] validation_0-mae:5466.20557 validation_1-mae:6195.23193 [395] validation_0-mae:5463.15772 validation_1-mae:6194.22119 [396] validation_0-mae:5461.01318 validation_1-mae:6193.32471 [397] validation_0-mae:5459.45020 validation_1-mae:6193.33105 [398] validation_0-mae:5457.62402 validation_1-mae:6192.08594 [399] validation_0-mae:5454.56006 validation_1-mae:6190.86572 [400] validation_0-mae:5453.58496 validation_1-mae:6191.24072 [401] validation_0-mae:5451.53516 validation_1-mae:6190.32520 [402] validation_0-mae:5449.65625 validation_1-mae:6189.37158 [403] validation_0-mae:5448.35645 validation_1-mae:6188.43311 [404] validation_0-mae:5447.01709 validation_1-mae:6187.91162 [405] validation_0-mae:5445.90723 validation_1-mae:6187.54297 [406] validation_0-mae:5444.13379 validation_1-mae:6186.31103 [407] validation_0-mae:5443.29248 validation_1-mae:6185.66406 [408] validation_0-mae:5441.26758 validation_1-mae:6184.90723 [409] validation_0-mae:5439.05957 validation_1-mae:6185.06641 [410] validation_0-mae:5435.87842 validation_1-mae:6185.64844 [411] validation_0-mae:5431.56055 validation_1-mae:6183.05078 [412] validation_0-mae:5428.74609 validation_1-mae:6181.64404 [413] validation_0-mae:5424.98145 validation_1-mae:6179.71289 [414] validation_0-mae:5423.17041 validation_1-mae:6179.59961 [415] validation_0-mae:5421.89258 validation_1-mae:6179.33203 [416] validation_0-mae:5419.99756 validation_1-mae:6178.82568 [417] validation_0-mae:5416.49609 validation_1-mae:6177.55713 [418] validation_0-mae:5411.47900 validation_1-mae:6175.71094 [419] validation_0-mae:5410.24512 validation_1-mae:6175.67969 [420] validation_0-mae:5408.61768 validation_1-mae:6174.84814 [421] validation_0-mae:5407.31592 validation_1-mae:6174.40625 [422] validation_0-mae:5405.55566 validation_1-mae:6174.64844 [423] validation_0-mae:5405.27246 validation_1-mae:6174.76660 [424] validation_0-mae:5403.53174 validation_1-mae:6174.36182 [425] validation_0-mae:5402.18164 validation_1-mae:6173.74951 [426] validation_0-mae:5401.54395 validation_1-mae:6173.39453 [427] validation_0-mae:5401.45020 validation_1-mae:6173.80176 [428] validation_0-mae:5399.46631 validation_1-mae:6172.97217 [429] validation_0-mae:5398.21436 validation_1-mae:6172.88477 [430] validation_0-mae:5394.20361 validation_1-mae:6172.17334 [431] validation_0-mae:5391.95801 validation_1-mae:6171.35010 [432] validation_0-mae:5389.14453 validation_1-mae:6170.47803 [433] validation_0-mae:5386.79053 validation_1-mae:6169.03564 [434] validation_0-mae:5384.85547 validation_1-mae:6168.14160 [435] validation_0-mae:5382.86816 validation_1-mae:6167.87842 [436] validation_0-mae:5382.03223 validation_1-mae:6167.97412 [437] validation_0-mae:5381.81885 validation_1-mae:6167.97998 [438] validation_0-mae:5379.75244 validation_1-mae:6167.53027 [439] validation_0-mae:5378.74609 validation_1-mae:6167.01562 [440] validation_0-mae:5376.84375 validation_1-mae:6166.54883 [441] validation_0-mae:5376.45557 validation_1-mae:6166.38818 [442] validation_0-mae:5374.94287 validation_1-mae:6165.43799 [443] validation_0-mae:5371.34326 validation_1-mae:6163.02490 [444] validation_0-mae:5369.89258 validation_1-mae:6162.62647 [445] validation_0-mae:5367.32666 validation_1-mae:6162.37549 [446] validation_0-mae:5363.89160 validation_1-mae:6160.64502 [447] validation_0-mae:5361.87256 validation_1-mae:6160.50244 [448] validation_0-mae:5358.90625 validation_1-mae:6159.72607 [449] validation_0-mae:5357.95801 validation_1-mae:6159.63818 [450] validation_0-mae:5356.52295 validation_1-mae:6159.44238 [451] validation_0-mae:5355.14258 validation_1-mae:6158.64990 [452] validation_0-mae:5353.39453 validation_1-mae:6157.86182 [453] validation_0-mae:5352.84473 validation_1-mae:6158.12012 [454] validation_0-mae:5350.81934 validation_1-mae:6157.40186 [455] validation_0-mae:5348.92188 validation_1-mae:6157.10645 [456] validation_0-mae:5348.27197 validation_1-mae:6156.70557 [457] validation_0-mae:5346.65430 validation_1-mae:6155.38818 [458] validation_0-mae:5346.42725 validation_1-mae:6155.38184 [459] validation_0-mae:5346.05713 validation_1-mae:6155.42725 [460] validation_0-mae:5344.44971 validation_1-mae:6154.97217 [461] validation_0-mae:5342.29639 validation_1-mae:6153.75293 [462] validation_0-mae:5339.62402 validation_1-mae:6152.40772 [463] validation_0-mae:5337.79639 validation_1-mae:6151.74365 [464] validation_0-mae:5336.75293 validation_1-mae:6151.27344 [465] validation_0-mae:5336.19482 validation_1-mae:6151.64893 [466] validation_0-mae:5332.60791 validation_1-mae:6150.87158 [467] validation_0-mae:5329.87695 validation_1-mae:6149.48828 [468] validation_0-mae:5327.56982 validation_1-mae:6148.68652 [469] validation_0-mae:5324.15332 validation_1-mae:6148.27881 [470] validation_0-mae:5322.80176 validation_1-mae:6148.03906 [471] validation_0-mae:5322.33594 validation_1-mae:6148.16016 [472] validation_0-mae:5321.76514 validation_1-mae:6148.54639 [473] validation_0-mae:5321.23145 validation_1-mae:6148.40137 [474] validation_0-mae:5320.24414 validation_1-mae:6148.55322 [475] validation_0-mae:5319.27051 validation_1-mae:6148.43262 [476] validation_0-mae:5318.76562 validation_1-mae:6148.29785 [477] validation_0-mae:5317.18066 validation_1-mae:6147.64697 [478] validation_0-mae:5314.97461 validation_1-mae:6146.64453 [479] validation_0-mae:5314.64697 validation_1-mae:6146.50928 [480] validation_0-mae:5312.61865 validation_1-mae:6147.20947 [481] validation_0-mae:5311.61084 validation_1-mae:6146.71436 [482] validation_0-mae:5308.32666 validation_1-mae:6145.71680 [483] validation_0-mae:5306.75488 validation_1-mae:6145.66504 [484] validation_0-mae:5304.75439 validation_1-mae:6145.36426 [485] validation_0-mae:5302.39746 validation_1-mae:6145.17334 [486] validation_0-mae:5300.84326 validation_1-mae:6145.15576 [487] validation_0-mae:5299.90576 validation_1-mae:6145.71045 [488] validation_0-mae:5299.85156 validation_1-mae:6145.81543 [489] validation_0-mae:5298.51221 validation_1-mae:6145.87549 [490] validation_0-mae:5297.22461 validation_1-mae:6145.58350 [491] validation_0-mae:5296.50781 validation_1-mae:6145.76025 [492] validation_0-mae:5295.66846 validation_1-mae:6145.58301 [493] validation_0-mae:5292.83105 validation_1-mae:6144.86035 [494] validation_0-mae:5291.21143 validation_1-mae:6144.91016 [495] validation_0-mae:5289.71436 validation_1-mae:6145.40478 [496] validation_0-mae:5287.29297 validation_1-mae:6143.66797 [497] validation_0-mae:5285.85498 validation_1-mae:6143.64697 [498] validation_0-mae:5284.81689 validation_1-mae:6143.38135 [499] validation_0-mae:5282.63770 validation_1-mae:6142.63672 [500] validation_0-mae:5282.49707 validation_1-mae:6142.62988 [501] validation_0-mae:5282.34522 validation_1-mae:6142.80273 [502] validation_0-mae:5281.17041 validation_1-mae:6143.24023 [503] validation_0-mae:5279.84228 validation_1-mae:6142.70752 [504] validation_0-mae:5277.63916 validation_1-mae:6142.31641 [505] validation_0-mae:5275.85254 validation_1-mae:6141.54346 [506] validation_0-mae:5274.45801 validation_1-mae:6141.58594 [507] validation_0-mae:5273.16699 validation_1-mae:6141.27100 [508] validation_0-mae:5271.59277 validation_1-mae:6140.48389 [509] validation_0-mae:5269.55762 validation_1-mae:6139.36230 [510] validation_0-mae:5266.65527 validation_1-mae:6139.98291 [511] validation_0-mae:5262.67920 validation_1-mae:6136.94922 [512] validation_0-mae:5259.55225 validation_1-mae:6137.07227 [513] validation_0-mae:5258.16064 validation_1-mae:6137.20801 [514] validation_0-mae:5256.78418 validation_1-mae:6136.14844 [515] validation_0-mae:5254.93603 validation_1-mae:6135.64062 [516] validation_0-mae:5253.28467 validation_1-mae:6136.29688 [517] validation_0-mae:5252.17822 validation_1-mae:6135.13281 [518] validation_0-mae:5250.45459 validation_1-mae:6135.49463 [519] validation_0-mae:5247.19141 validation_1-mae:6134.44385 [520] validation_0-mae:5245.01270 validation_1-mae:6133.36230 [521] validation_0-mae:5243.93652 validation_1-mae:6133.56982 [522] validation_0-mae:5242.37353 validation_1-mae:6133.07227 [523] validation_0-mae:5240.84375 validation_1-mae:6132.07764 [524] validation_0-mae:5238.20752 validation_1-mae:6130.78955 [525] validation_0-mae:5235.47168 validation_1-mae:6130.52295 [526] validation_0-mae:5234.59570 validation_1-mae:6130.54297 [527] validation_0-mae:5232.29102 validation_1-mae:6130.60449 [528] validation_0-mae:5231.09033 validation_1-mae:6130.98633 [529] validation_0-mae:5229.74219 validation_1-mae:6131.06641 [530] validation_0-mae:5228.86914 validation_1-mae:6131.32715 [531] validation_0-mae:5227.50049 validation_1-mae:6130.66357 [532] validation_0-mae:5226.18994 validation_1-mae:6130.71875 [533] validation_0-mae:5225.83496 validation_1-mae:6130.24414 [534] validation_0-mae:5224.44434 validation_1-mae:6130.38086 [535] validation_0-mae:5223.11523 validation_1-mae:6129.84326 [536] validation_0-mae:5221.83008 validation_1-mae:6130.17334 [537] validation_0-mae:5221.51514 validation_1-mae:6130.24609 [538] validation_0-mae:5219.53516 validation_1-mae:6129.42773 [539] validation_0-mae:5217.11377 validation_1-mae:6128.35205 [540] validation_0-mae:5215.58447 validation_1-mae:6127.95361 [541] validation_0-mae:5215.23096 validation_1-mae:6127.79834 [542] validation_0-mae:5213.41064 validation_1-mae:6127.44336 [543] validation_0-mae:5209.33838 validation_1-mae:6126.65772 [544] validation_0-mae:5206.68213 validation_1-mae:6124.91455 [545] validation_0-mae:5205.19287 validation_1-mae:6124.73779 [546] validation_0-mae:5203.65478 validation_1-mae:6124.36279 [547] validation_0-mae:5201.03809 validation_1-mae:6123.11963 [548] validation_0-mae:5200.31738 validation_1-mae:6123.14941 [549] validation_0-mae:5199.11523 validation_1-mae:6122.79492 [550] validation_0-mae:5197.50635 validation_1-mae:6121.74561 [551] validation_0-mae:5195.88135 validation_1-mae:6121.14648 [552] validation_0-mae:5195.24072 validation_1-mae:6121.13574 [553] validation_0-mae:5191.81445 validation_1-mae:6121.20898 [554] validation_0-mae:5190.87402 validation_1-mae:6121.73535 [555] validation_0-mae:5187.94678 validation_1-mae:6121.30518 [556] validation_0-mae:5187.40039 validation_1-mae:6121.03320 [557] validation_0-mae:5186.60986 validation_1-mae:6121.07666 [558] validation_0-mae:5186.06982 validation_1-mae:6120.80029 [559] validation_0-mae:5185.49609 validation_1-mae:6120.38232 [560] validation_0-mae:5183.88721 validation_1-mae:6119.87500 [561] validation_0-mae:5182.49268 validation_1-mae:6119.20801 [562] validation_0-mae:5180.90137 validation_1-mae:6119.15869 [563] validation_0-mae:5179.39453 validation_1-mae:6118.62353 [564] validation_0-mae:5177.83008 validation_1-mae:6118.19727 [565] validation_0-mae:5177.56348 validation_1-mae:6118.00977 [566] validation_0-mae:5175.48096 validation_1-mae:6116.28711 [567] validation_0-mae:5173.96728 validation_1-mae:6116.33496 [568] validation_0-mae:5172.69727 validation_1-mae:6116.58252 [569] validation_0-mae:5172.11963 validation_1-mae:6116.15918 [570] validation_0-mae:5171.60693 validation_1-mae:6116.67285 [571] validation_0-mae:5170.13086 validation_1-mae:6116.64893 [572] validation_0-mae:5168.90527 validation_1-mae:6116.92090 [573] validation_0-mae:5168.40186 validation_1-mae:6116.85010 [574] validation_0-mae:5166.70752 validation_1-mae:6115.76416 [575] validation_0-mae:5165.24219 validation_1-mae:6115.72949 [576] validation_0-mae:5165.11035 validation_1-mae:6115.70508 [577] validation_0-mae:5164.30322 validation_1-mae:6115.79053 [578] validation_0-mae:5161.66602 validation_1-mae:6114.71680 [579] validation_0-mae:5160.23682 validation_1-mae:6114.92188 [580] validation_0-mae:5157.87891 validation_1-mae:6114.85303 [581] validation_0-mae:5156.68603 validation_1-mae:6115.12744 [582] validation_0-mae:5155.30469 validation_1-mae:6114.73193 [583] validation_0-mae:5154.79834 validation_1-mae:6114.70215 [584] validation_0-mae:5152.57617 validation_1-mae:6113.54004 [585] validation_0-mae:5150.80664 validation_1-mae:6112.96973 [586] validation_0-mae:5149.40820 validation_1-mae:6112.48340 [587] validation_0-mae:5148.20215 validation_1-mae:6112.37109 [588] validation_0-mae:5146.22949 validation_1-mae:6111.40918 [589] validation_0-mae:5145.81055 validation_1-mae:6111.19971 [590] validation_0-mae:5143.41797 validation_1-mae:6110.20557 [591] validation_0-mae:5142.43555 validation_1-mae:6109.87939 [592] validation_0-mae:5140.31103 validation_1-mae:6108.60938 [593] validation_0-mae:5138.80664 validation_1-mae:6107.95361 [594] validation_0-mae:5137.17627 validation_1-mae:6108.32959 [595] validation_0-mae:5134.78125 validation_1-mae:6106.62207 [596] validation_0-mae:5133.65723 validation_1-mae:6107.06738 [597] validation_0-mae:5130.73877 validation_1-mae:6105.20117 [598] validation_0-mae:5128.24463 validation_1-mae:6103.53076 [599] validation_0-mae:5128.11230 validation_1-mae:6103.66016 [600] validation_0-mae:5126.19092 validation_1-mae:6103.42822 [601] validation_0-mae:5124.30273 validation_1-mae:6102.59473 [602] validation_0-mae:5122.82373 validation_1-mae:6102.54980 [603] validation_0-mae:5121.49023 validation_1-mae:6102.40186 [604] validation_0-mae:5120.85693 validation_1-mae:6102.21143 [605] validation_0-mae:5118.84473 validation_1-mae:6102.51562 [606] validation_0-mae:5117.45459 validation_1-mae:6102.42236 [607] validation_0-mae:5116.14209 validation_1-mae:6102.43994 [608] validation_0-mae:5114.60547 validation_1-mae:6102.49707 [609] validation_0-mae:5114.43555 validation_1-mae:6102.50147 [610] validation_0-mae:5113.73486 validation_1-mae:6102.41992 [611] validation_0-mae:5112.12744 validation_1-mae:6102.68652 [612] validation_0-mae:5110.63818 validation_1-mae:6102.56201 [613] validation_0-mae:5109.06885 validation_1-mae:6102.43994 [614] validation_0-mae:5107.96240 validation_1-mae:6102.16797 [615] validation_0-mae:5106.88574 validation_1-mae:6101.61133 [616] validation_0-mae:5105.16504 validation_1-mae:6101.15869 [617] validation_0-mae:5104.15088 validation_1-mae:6100.49658 [618] validation_0-mae:5101.82373 validation_1-mae:6099.21094 [619] validation_0-mae:5100.58936 validation_1-mae:6099.14404 [620] validation_0-mae:5099.46143 validation_1-mae:6099.09473 [621] validation_0-mae:5098.03760 validation_1-mae:6098.91406 [622] validation_0-mae:5092.95068 validation_1-mae:6097.27734 [623] validation_0-mae:5089.69287 validation_1-mae:6096.99170 [624] validation_0-mae:5088.31445 validation_1-mae:6095.93408 [625] validation_0-mae:5084.92725 validation_1-mae:6096.76074 [626] validation_0-mae:5083.69434 validation_1-mae:6095.64111 [627] validation_0-mae:5082.51416 validation_1-mae:6095.85840 [628] validation_0-mae:5080.89160 validation_1-mae:6096.02393 [629] validation_0-mae:5078.51025 validation_1-mae:6095.09180 [630] validation_0-mae:5077.30859 validation_1-mae:6095.17383 [631] validation_0-mae:5076.15869 validation_1-mae:6095.08496 [632] validation_0-mae:5075.58350 validation_1-mae:6095.34668 [633] validation_0-mae:5075.45752 validation_1-mae:6095.34180 [634] validation_0-mae:5074.87939 validation_1-mae:6095.20410 [635] validation_0-mae:5074.43457 validation_1-mae:6095.21240 [636] validation_0-mae:5072.97314 validation_1-mae:6094.81543 [637] validation_0-mae:5070.02148 validation_1-mae:6093.49658 [638] validation_0-mae:5068.62012 validation_1-mae:6093.28955 [639] validation_0-mae:5067.22461 validation_1-mae:6091.94043 [640] validation_0-mae:5064.88379 validation_1-mae:6091.12500 [641] validation_0-mae:5064.34082 validation_1-mae:6091.45703 [642] validation_0-mae:5062.11963 validation_1-mae:6090.37744 [643] validation_0-mae:5061.14990 validation_1-mae:6090.68897 [644] validation_0-mae:5060.30518 validation_1-mae:6090.77978 [645] validation_0-mae:5058.65430 validation_1-mae:6090.23584 [646] validation_0-mae:5057.49512 validation_1-mae:6089.72070 [647] validation_0-mae:5055.33496 validation_1-mae:6089.01758 [648] validation_0-mae:5053.77197 validation_1-mae:6088.52246 [649] validation_0-mae:5050.82715 validation_1-mae:6087.57568 [650] validation_0-mae:5049.17090 validation_1-mae:6087.14746 [651] validation_0-mae:5048.73975 validation_1-mae:6087.41650 [652] validation_0-mae:5047.98730 validation_1-mae:6087.42773 [653] validation_0-mae:5047.18262 validation_1-mae:6087.48779 [654] validation_0-mae:5046.20117 validation_1-mae:6086.80859 [655] validation_0-mae:5045.19971 validation_1-mae:6086.49658 [656] validation_0-mae:5044.88477 validation_1-mae:6086.79492 [657] validation_0-mae:5043.42334 validation_1-mae:6086.49707 [658] validation_0-mae:5042.32275 validation_1-mae:6086.42139 [659] validation_0-mae:5041.42139 validation_1-mae:6086.38330 [660] validation_0-mae:5038.73779 validation_1-mae:6085.88770 [661] validation_0-mae:5036.57861 validation_1-mae:6085.79297 [662] validation_0-mae:5034.75879 validation_1-mae:6085.84717 [663] validation_0-mae:5033.08203 validation_1-mae:6085.02100 [664] validation_0-mae:5031.88672 validation_1-mae:6083.98926 [665] validation_0-mae:5030.12353 validation_1-mae:6083.01221 [666] validation_0-mae:5028.57568 validation_1-mae:6082.91162 [667] validation_0-mae:5027.49756 validation_1-mae:6082.54102 [668] validation_0-mae:5025.58203 validation_1-mae:6081.69287 [669] validation_0-mae:5024.58789 validation_1-mae:6081.63672 [670] validation_0-mae:5022.00684 validation_1-mae:6080.77832 [671] validation_0-mae:5020.26221 validation_1-mae:6080.92725 [672] validation_0-mae:5019.31641 validation_1-mae:6081.08154 [673] validation_0-mae:5018.45459 validation_1-mae:6080.88965 [674] validation_0-mae:5016.75488 validation_1-mae:6080.27686 [675] validation_0-mae:5016.06103 validation_1-mae:6080.13672 [676] validation_0-mae:5015.16602 validation_1-mae:6080.36133 [677] validation_0-mae:5015.07227 validation_1-mae:6080.42578 [678] validation_0-mae:5014.26758 validation_1-mae:6080.71631 [679] validation_0-mae:5013.93262 validation_1-mae:6080.62402 [680] validation_0-mae:5013.72314 validation_1-mae:6080.37256 [681] validation_0-mae:5012.27588 validation_1-mae:6080.21387 [682] validation_0-mae:5010.01904 validation_1-mae:6079.04346 [683] validation_0-mae:5008.92041 validation_1-mae:6079.09522 [684] validation_0-mae:5008.34375 validation_1-mae:6079.95898 [685] validation_0-mae:5005.84180 validation_1-mae:6080.19775 [686] validation_0-mae:5002.95996 validation_1-mae:6080.77637 [687] validation_0-mae:5000.21289 validation_1-mae:6080.16846 [688] validation_0-mae:4998.04492 validation_1-mae:6080.77197 [689] validation_0-mae:4995.54980 validation_1-mae:6080.52686 [690] validation_0-mae:4992.32812 validation_1-mae:6077.87305 [691] validation_0-mae:4990.75439 validation_1-mae:6077.14795 [692] validation_0-mae:4989.39404 validation_1-mae:6076.87500 [693] validation_0-mae:4988.58301 validation_1-mae:6077.79834 [694] validation_0-mae:4987.45020 validation_1-mae:6077.42188 [695] validation_0-mae:4986.02051 validation_1-mae:6076.91943 [696] validation_0-mae:4984.94385 validation_1-mae:6076.56641 [697] validation_0-mae:4984.04248 validation_1-mae:6076.14453 [698] validation_0-mae:4983.69238 validation_1-mae:6076.16895 [699] validation_0-mae:4982.78857 validation_1-mae:6076.07959 [700] validation_0-mae:4979.34277 validation_1-mae:6074.15967 [701] validation_0-mae:4977.99219 validation_1-mae:6073.50977 [702] validation_0-mae:4976.60596 validation_1-mae:6072.85449 [703] validation_0-mae:4974.95654 validation_1-mae:6072.62695 [704] validation_0-mae:4973.45996 validation_1-mae:6072.24853 [705] validation_0-mae:4972.17090 validation_1-mae:6071.84375 [706] validation_0-mae:4970.67529 validation_1-mae:6071.50684 [707] validation_0-mae:4969.96289 validation_1-mae:6071.49121 [708] validation_0-mae:4968.68457 validation_1-mae:6072.28320 [709] validation_0-mae:4965.94482 validation_1-mae:6071.85645 [710] validation_0-mae:4964.20117 validation_1-mae:6070.62305 [711] validation_0-mae:4963.37988 validation_1-mae:6070.25000 [712] validation_0-mae:4962.25000 validation_1-mae:6070.06641 [713] validation_0-mae:4961.85791 validation_1-mae:6069.95068 [714] validation_0-mae:4961.20068 validation_1-mae:6069.75537 [715] validation_0-mae:4960.79248 validation_1-mae:6069.88965 [716] validation_0-mae:4959.44629 validation_1-mae:6069.52637 [717] validation_0-mae:4958.30615 validation_1-mae:6069.14502 [718] validation_0-mae:4957.37207 validation_1-mae:6068.67627 [719] validation_0-mae:4954.28272 validation_1-mae:6067.39697 [720] validation_0-mae:4953.24170 validation_1-mae:6067.10303 [721] validation_0-mae:4951.89941 validation_1-mae:6066.55176 [722] validation_0-mae:4950.28516 validation_1-mae:6066.30615 [723] validation_0-mae:4948.08838 validation_1-mae:6066.78467 [724] validation_0-mae:4947.12549 validation_1-mae:6066.17383 [725] validation_0-mae:4946.56738 validation_1-mae:6066.13477 [726] validation_0-mae:4944.82373 validation_1-mae:6065.77734 [727] validation_0-mae:4943.71826 validation_1-mae:6066.10400 [728] validation_0-mae:4942.35645 validation_1-mae:6065.95605 [729] validation_0-mae:4940.60986 validation_1-mae:6065.96924 [730] validation_0-mae:4939.09814 validation_1-mae:6065.74902 [731] validation_0-mae:4938.16162 validation_1-mae:6065.65625 [732] validation_0-mae:4937.20020 validation_1-mae:6065.18555 [733] validation_0-mae:4936.22022 validation_1-mae:6065.21777 [734] validation_0-mae:4935.61914 validation_1-mae:6065.53613 [735] validation_0-mae:4934.70459 validation_1-mae:6064.93750 [736] validation_0-mae:4933.02930 validation_1-mae:6064.29053 [737] validation_0-mae:4932.54297 validation_1-mae:6064.06543 [738] validation_0-mae:4932.37353 validation_1-mae:6064.10742 [739] validation_0-mae:4930.78320 validation_1-mae:6064.24853 [740] validation_0-mae:4930.16943 validation_1-mae:6063.78467 [741] validation_0-mae:4929.38379 validation_1-mae:6063.57422 [742] validation_0-mae:4928.24707 validation_1-mae:6063.50244 [743] validation_0-mae:4926.23193 validation_1-mae:6063.77295 [744] validation_0-mae:4925.82617 validation_1-mae:6063.74316 [745] validation_0-mae:4924.72949 validation_1-mae:6063.42480 [746] validation_0-mae:4923.74707 validation_1-mae:6063.00293 [747] validation_0-mae:4922.78223 validation_1-mae:6063.20508 [748] validation_0-mae:4921.24756 validation_1-mae:6062.35840 [749] validation_0-mae:4921.02100 validation_1-mae:6062.48730 [750] validation_0-mae:4918.58545 validation_1-mae:6061.40820 [751] validation_0-mae:4917.60352 validation_1-mae:6061.21289 [752] validation_0-mae:4915.79346 validation_1-mae:6061.10547 [753] validation_0-mae:4915.12793 validation_1-mae:6060.59277 [754] validation_0-mae:4913.31689 validation_1-mae:6059.62891 [755] validation_0-mae:4911.75244 validation_1-mae:6058.81445 [756] validation_0-mae:4909.47510 validation_1-mae:6058.76172 [757] validation_0-mae:4908.19287 validation_1-mae:6058.75098 [758] validation_0-mae:4907.59326 validation_1-mae:6058.60986 [759] validation_0-mae:4907.50586 validation_1-mae:6058.64795 [760] validation_0-mae:4906.39258 validation_1-mae:6058.30615 [761] validation_0-mae:4906.14844 validation_1-mae:6058.19971 [762] validation_0-mae:4905.55957 validation_1-mae:6057.97461 [763] validation_0-mae:4904.73633 validation_1-mae:6057.74121 [764] validation_0-mae:4903.90625 validation_1-mae:6057.90820 [765] validation_0-mae:4903.08740 validation_1-mae:6057.97998 [766] validation_0-mae:4902.29443 validation_1-mae:6057.89844 [767] validation_0-mae:4901.69043 validation_1-mae:6058.03809 [768] validation_0-mae:4901.65918 validation_1-mae:6058.09131 [769] validation_0-mae:4901.34326 validation_1-mae:6058.24658 [770] validation_0-mae:4899.16455 validation_1-mae:6057.66016 [771] validation_0-mae:4897.82959 validation_1-mae:6056.98193 [772] validation_0-mae:4897.25781 validation_1-mae:6056.88721 [773] validation_0-mae:4895.54688 validation_1-mae:6055.91357 [774] validation_0-mae:4892.66162 validation_1-mae:6054.63232 [775] validation_0-mae:4891.63086 validation_1-mae:6054.95264 [776] validation_0-mae:4890.74072 validation_1-mae:6054.66699 [777] validation_0-mae:4890.43115 validation_1-mae:6054.93897 [778] validation_0-mae:4889.33691 validation_1-mae:6054.55811 [779] validation_0-mae:4888.15186 validation_1-mae:6054.66260 [780] validation_0-mae:4886.74268 validation_1-mae:6054.93799 [781] validation_0-mae:4884.82471 validation_1-mae:6054.73730 [782] validation_0-mae:4883.80225 validation_1-mae:6054.72217 [783] validation_0-mae:4883.09766 validation_1-mae:6054.93555 [784] validation_0-mae:4882.03174 validation_1-mae:6054.54443 [785] validation_0-mae:4880.96582 validation_1-mae:6054.21728 [786] validation_0-mae:4878.87744 validation_1-mae:6053.79883 [787] validation_0-mae:4877.59522 validation_1-mae:6053.23340 [788] validation_0-mae:4876.52490 validation_1-mae:6052.89111 [789] validation_0-mae:4875.42480 validation_1-mae:6053.08252 [790] validation_0-mae:4871.98584 validation_1-mae:6052.75928 [791] validation_0-mae:4869.58887 validation_1-mae:6052.63184 [792] validation_0-mae:4869.21484 validation_1-mae:6052.49756 [793] validation_0-mae:4866.40088 validation_1-mae:6052.13721 [794] validation_0-mae:4863.54883 validation_1-mae:6052.37891 [795] validation_0-mae:4862.81494 validation_1-mae:6052.47900 [796] validation_0-mae:4862.18262 validation_1-mae:6052.22314 [797] validation_0-mae:4861.52539 validation_1-mae:6052.23340 [798] validation_0-mae:4861.18164 validation_1-mae:6052.31250 [799] validation_0-mae:4859.85059 validation_1-mae:6052.12109 [800] validation_0-mae:4859.39014 validation_1-mae:6052.11670 [801] validation_0-mae:4857.45752 validation_1-mae:6052.11426 [802] validation_0-mae:4854.63281 validation_1-mae:6051.79834 [803] validation_0-mae:4854.42529 validation_1-mae:6051.82568 [804] validation_0-mae:4853.56641 validation_1-mae:6051.90430 [805] validation_0-mae:4852.83301 validation_1-mae:6051.28809 [806] validation_0-mae:4852.40088 validation_1-mae:6051.20361 [807] validation_0-mae:4852.04688 validation_1-mae:6051.03955 [808] validation_0-mae:4851.08643 validation_1-mae:6050.56006 [809] validation_0-mae:4849.49072 validation_1-mae:6050.52441 [810] validation_0-mae:4848.75830 validation_1-mae:6050.38672 [811] validation_0-mae:4848.36475 validation_1-mae:6050.60889 [812] validation_0-mae:4847.10010 validation_1-mae:6049.82764 [813] validation_0-mae:4844.89941 validation_1-mae:6049.92285 [814] validation_0-mae:4843.26123 validation_1-mae:6050.08105 [815] validation_0-mae:4840.66260 validation_1-mae:6050.40967 [816] validation_0-mae:4837.96338 validation_1-mae:6049.31445 [817] validation_0-mae:4837.28320 validation_1-mae:6049.12744 [818] validation_0-mae:4837.04639 validation_1-mae:6049.07373 [819] validation_0-mae:4836.51416 validation_1-mae:6049.19727 [820] validation_0-mae:4835.41748 validation_1-mae:6048.95752 [821] validation_0-mae:4833.23535 validation_1-mae:6048.64307 [822] validation_0-mae:4831.77295 validation_1-mae:6049.22607 [823] validation_0-mae:4830.80273 validation_1-mae:6049.30908 [824] validation_0-mae:4829.90723 validation_1-mae:6049.02637 [825] validation_0-mae:4827.67578 validation_1-mae:6048.66797 [826] validation_0-mae:4825.42334 validation_1-mae:6047.98584 [827] validation_0-mae:4824.75830 validation_1-mae:6048.26514 [828] validation_0-mae:4823.63818 validation_1-mae:6048.31103 [829] validation_0-mae:4822.89600 validation_1-mae:6048.26025 [830] validation_0-mae:4819.90527 validation_1-mae:6047.62305 [831] validation_0-mae:4818.19482 validation_1-mae:6047.15234 [832] validation_0-mae:4816.34131 validation_1-mae:6047.48340 [833] validation_0-mae:4815.90088 validation_1-mae:6047.60400 [834] validation_0-mae:4814.40332 validation_1-mae:6047.91406 [835] validation_0-mae:4813.02295 validation_1-mae:6047.71387 [836] validation_0-mae:4812.39014 validation_1-mae:6047.82324 [837] validation_0-mae:4811.30078 validation_1-mae:6047.22266 [838] validation_0-mae:4810.40283 validation_1-mae:6047.09326 [839] validation_0-mae:4807.81543 validation_1-mae:6046.26123 [840] validation_0-mae:4806.34424 validation_1-mae:6046.79346 [841] validation_0-mae:4804.99414 validation_1-mae:6046.24805 [842] validation_0-mae:4803.84912 validation_1-mae:6045.80078 [843] validation_0-mae:4802.90332 validation_1-mae:6045.39648 [844] validation_0-mae:4801.53174 validation_1-mae:6045.13428 [845] validation_0-mae:4799.30273 validation_1-mae:6044.83594 [846] validation_0-mae:4798.48291 validation_1-mae:6044.78857 [847] validation_0-mae:4798.15674 validation_1-mae:6044.65088 [848] validation_0-mae:4797.19434 validation_1-mae:6044.52588 [849] validation_0-mae:4796.11182 validation_1-mae:6044.65918 [850] validation_0-mae:4795.09033 validation_1-mae:6044.80469 [851] validation_0-mae:4794.59717 validation_1-mae:6044.55859 [852] validation_0-mae:4791.80273 validation_1-mae:6042.83301 [853] validation_0-mae:4789.66016 validation_1-mae:6042.79199 [854] validation_0-mae:4788.30322 validation_1-mae:6041.83008 [855] validation_0-mae:4786.43945 validation_1-mae:6042.65039 [856] validation_0-mae:4783.39990 validation_1-mae:6041.04736 [857] validation_0-mae:4782.00586 validation_1-mae:6040.82324 [858] validation_0-mae:4780.99023 validation_1-mae:6040.11523 [859] validation_0-mae:4779.19678 validation_1-mae:6040.30664 [860] validation_0-mae:4776.78662 validation_1-mae:6039.42529 [861] validation_0-mae:4775.39697 validation_1-mae:6039.11426 [862] validation_0-mae:4774.63086 validation_1-mae:6039.30322 [863] validation_0-mae:4773.44922 validation_1-mae:6038.91357 [864] validation_0-mae:4771.96777 validation_1-mae:6038.95020 [865] validation_0-mae:4770.46240 validation_1-mae:6039.29883 [866] validation_0-mae:4768.97803 validation_1-mae:6039.52832 [867] validation_0-mae:4768.25439 validation_1-mae:6039.52930 [868] validation_0-mae:4767.86230 validation_1-mae:6039.65576 [869] validation_0-mae:4767.18262 validation_1-mae:6039.52441 [870] validation_0-mae:4766.02344 validation_1-mae:6039.27930 [871] validation_0-mae:4765.25928 validation_1-mae:6039.40869 [872] validation_0-mae:4764.97803 validation_1-mae:6039.70215 [873] validation_0-mae:4764.72852 validation_1-mae:6039.56787 [874] validation_0-mae:4763.97022 validation_1-mae:6040.04736 [875] validation_0-mae:4763.53320 validation_1-mae:6040.04590 [876] validation_0-mae:4763.10986 validation_1-mae:6039.76123 [877] validation_0-mae:4761.50879 validation_1-mae:6039.88574 [878] validation_0-mae:4760.66553 validation_1-mae:6039.89795 [879] validation_0-mae:4759.35986 validation_1-mae:6039.37549 [880] validation_0-mae:4757.26221 validation_1-mae:6039.49902 [881] validation_0-mae:4756.11719 validation_1-mae:6039.34961 [882] validation_0-mae:4754.93164 validation_1-mae:6038.94287 [883] validation_0-mae:4754.26855 validation_1-mae:6039.10840 [884] validation_0-mae:4753.58643 validation_1-mae:6038.69531 [885] validation_0-mae:4751.81494 validation_1-mae:6038.09912 [886] validation_0-mae:4751.04297 validation_1-mae:6037.80078 [887] validation_0-mae:4749.46484 validation_1-mae:6037.08838 [888] validation_0-mae:4747.54688 validation_1-mae:6038.07861 [889] validation_0-mae:4745.83936 validation_1-mae:6037.97314 [890] validation_0-mae:4744.41992 validation_1-mae:6037.79590 [891] validation_0-mae:4742.61670 validation_1-mae:6036.49121 [892] validation_0-mae:4740.08936 validation_1-mae:6035.78418 [893] validation_0-mae:4738.80273 validation_1-mae:6035.64209 [894] validation_0-mae:4737.78076 validation_1-mae:6035.48047 [895] validation_0-mae:4735.92725 validation_1-mae:6036.30078 [896] validation_0-mae:4734.25147 validation_1-mae:6036.16455 [897] validation_0-mae:4732.96387 validation_1-mae:6036.26758 [898] validation_0-mae:4731.96143 validation_1-mae:6036.15039 [899] validation_0-mae:4729.62744 validation_1-mae:6035.83398 [900] validation_0-mae:4729.54785 validation_1-mae:6035.91504 [901] validation_0-mae:4729.45508 validation_1-mae:6035.87695 [902] validation_0-mae:4728.69482 validation_1-mae:6035.81934 [903] validation_0-mae:4727.68506 validation_1-mae:6035.73584 [904] validation_0-mae:4727.19922 validation_1-mae:6035.91162 [905] validation_0-mae:4726.95508 validation_1-mae:6035.85547 [906] validation_0-mae:4725.73535 validation_1-mae:6036.24316 [907] validation_0-mae:4725.37012 validation_1-mae:6036.22754 [908] validation_0-mae:4724.72168 validation_1-mae:6036.09912 [909] validation_0-mae:4724.21045 validation_1-mae:6036.46436 [910] validation_0-mae:4723.67676 validation_1-mae:6036.04102 [911] validation_0-mae:4723.59668 validation_1-mae:6036.04688 [912] validation_0-mae:4722.88916 validation_1-mae:6035.79980 [913] validation_0-mae:4721.23340 validation_1-mae:6035.72461 [914] validation_0-mae:4720.34668 validation_1-mae:6035.59863 [915] validation_0-mae:4718.45557 validation_1-mae:6035.18115 [916] validation_0-mae:4716.32178 validation_1-mae:6034.96338 [917] validation_0-mae:4715.37598 validation_1-mae:6034.58789 [918] validation_0-mae:4714.73877 validation_1-mae:6034.60596 [919] validation_0-mae:4714.23779 validation_1-mae:6034.61035 [920] validation_0-mae:4713.58691 validation_1-mae:6034.64453 [921] validation_0-mae:4712.77783 validation_1-mae:6034.76904 [922] validation_0-mae:4711.33008 validation_1-mae:6035.38965 [923] validation_0-mae:4710.21631 validation_1-mae:6036.53613 [924] validation_0-mae:4709.56006 validation_1-mae:6036.92578 [925] validation_0-mae:4708.18897 validation_1-mae:6037.16650 [926] validation_0-mae:4706.80322 validation_1-mae:6037.10547 [927] validation_0-mae:4705.02441 validation_1-mae:6037.65381 [928] validation_0-mae:4703.61084 validation_1-mae:6037.61279 [929] validation_0-mae:4703.09766 validation_1-mae:6037.47266 [930] validation_0-mae:4702.59033 validation_1-mae:6037.39258 [931] validation_0-mae:4700.72412 validation_1-mae:6036.56689 [932] validation_0-mae:4699.10059 validation_1-mae:6036.46484 [933] validation_0-mae:4697.89648 validation_1-mae:6036.50586 [934] validation_0-mae:4697.60791 validation_1-mae:6036.38037 [935] validation_0-mae:4697.51123 validation_1-mae:6036.44141 [936] validation_0-mae:4696.12939 validation_1-mae:6036.62109 [937] validation_0-mae:4693.96826 validation_1-mae:6035.57520 [938] validation_0-mae:4692.98730 validation_1-mae:6035.29346 [939] validation_0-mae:4692.42188 validation_1-mae:6035.47070 [940] validation_0-mae:4691.54980 validation_1-mae:6035.82666 [941] validation_0-mae:4690.92578 validation_1-mae:6036.01562 [942] validation_0-mae:4688.97998 validation_1-mae:6036.35742 [943] validation_0-mae:4687.98340 validation_1-mae:6035.90772 [944] validation_0-mae:4686.79639 validation_1-mae:6036.27490 [945] validation_0-mae:4685.92090 validation_1-mae:6037.60840 [946] validation_0-mae:4685.03662 validation_1-mae:6037.21728 [947] validation_0-mae:4684.25586 validation_1-mae:6037.45068 [948] validation_0-mae:4682.67969 validation_1-mae:6036.96777 [949] validation_0-mae:4681.87598 validation_1-mae:6037.09131 [950] validation_0-mae:4679.50195 validation_1-mae:6035.50195 [951] validation_0-mae:4678.53418 validation_1-mae:6035.91455 [952] validation_0-mae:4677.74365 validation_1-mae:6036.29346 [953] validation_0-mae:4676.38477 validation_1-mae:6035.84961 [954] validation_0-mae:4675.43652 validation_1-mae:6035.64062 [955] validation_0-mae:4675.12939 validation_1-mae:6035.72070 [956] validation_0-mae:4673.93506 validation_1-mae:6035.98486 [957] validation_0-mae:4673.49463 validation_1-mae:6035.98877 [958] validation_0-mae:4672.34082 validation_1-mae:6035.71582 [959] validation_0-mae:4672.29883 validation_1-mae:6035.75195 [960] validation_0-mae:4672.17676 validation_1-mae:6035.79980 [961] validation_0-mae:4671.43311 validation_1-mae:6035.84375 [962] validation_0-mae:4670.05664 validation_1-mae:6036.31201 [963] validation_0-mae:4668.87793 validation_1-mae:6036.89453 [964] validation_0-mae:4668.20410 validation_1-mae:6036.67822 [965] validation_0-mae:4666.51855 validation_1-mae:6035.81299 [966] validation_0-mae:4664.68213 validation_1-mae:6035.30322 [967] validation_0-mae:4662.89111 validation_1-mae:6034.61572 [968] validation_0-mae:4661.33691 validation_1-mae:6035.24316 [969] validation_0-mae:4660.24609 validation_1-mae:6035.13574 [970] validation_0-mae:4659.01807 validation_1-mae:6034.74414 [971] validation_0-mae:4657.43603 validation_1-mae:6034.06152 [972] validation_0-mae:4655.35107 validation_1-mae:6034.62012 [973] validation_0-mae:4654.30371 validation_1-mae:6034.89111 [974] validation_0-mae:4652.84570 validation_1-mae:6034.12207 [975] validation_0-mae:4650.91357 validation_1-mae:6034.18359 [976] validation_0-mae:4649.78564 validation_1-mae:6035.15967 [977] validation_0-mae:4648.10205 validation_1-mae:6034.81250 [978] validation_0-mae:4647.51855 validation_1-mae:6034.48047 [979] validation_0-mae:4647.13721 validation_1-mae:6034.52734 [980] validation_0-mae:4646.42285 validation_1-mae:6034.45850 [981] validation_0-mae:4645.04688 validation_1-mae:6034.11523 [982] validation_0-mae:4644.39795 validation_1-mae:6034.27686 [983] validation_0-mae:4643.32617 validation_1-mae:6034.54541 [984] validation_0-mae:4642.96191 validation_1-mae:6034.57178 [985] validation_0-mae:4641.33984 validation_1-mae:6033.72168 [986] validation_0-mae:4640.86475 validation_1-mae:6033.90869 [987] validation_0-mae:4640.19971 validation_1-mae:6033.57861 [988] validation_0-mae:4638.99512 validation_1-mae:6033.43408 [989] validation_0-mae:4637.32471 validation_1-mae:6033.23828 [990] validation_0-mae:4635.99756 validation_1-mae:6033.68897 [991] validation_0-mae:4635.20264 validation_1-mae:6033.69287 [992] validation_0-mae:4634.62500 validation_1-mae:6033.88477 [993] validation_0-mae:4633.84961 validation_1-mae:6033.62549 [994] validation_0-mae:4633.07324 validation_1-mae:6033.53467 [995] validation_0-mae:4632.21143 validation_1-mae:6033.45752 [996] validation_0-mae:4631.53467 validation_1-mae:6033.34375 [997] validation_0-mae:4628.52246 validation_1-mae:6032.27051 [998] validation_0-mae:4626.86572 validation_1-mae:6031.17676 [999] validation_0-mae:4626.34961 validation_1-mae:6031.13721 [1000] validation_0-mae:4625.61230 validation_1-mae:6030.68018 [1001] validation_0-mae:4624.42285 validation_1-mae:6031.10449 [1002] validation_0-mae:4623.46533 validation_1-mae:6031.08740 [1003] validation_0-mae:4623.28516 validation_1-mae:6031.14600 [1004] validation_0-mae:4622.38818 validation_1-mae:6031.09668 [1005] validation_0-mae:4621.68164 validation_1-mae:6031.01807 [1006] validation_0-mae:4620.70947 validation_1-mae:6030.39307 [1007] validation_0-mae:4619.35596 validation_1-mae:6030.17529 [1008] validation_0-mae:4618.38330 validation_1-mae:6030.76514 [1009] validation_0-mae:4617.34033 validation_1-mae:6031.15918 [1010] validation_0-mae:4616.12695 validation_1-mae:6031.07324 [1011] validation_0-mae:4614.81201 validation_1-mae:6030.36182 [1012] validation_0-mae:4614.34033 validation_1-mae:6030.11182 [1013] validation_0-mae:4613.13574 validation_1-mae:6029.91113 [1014] validation_0-mae:4611.17725 validation_1-mae:6029.17969 [1015] validation_0-mae:4609.97998 validation_1-mae:6029.49609 [1016] validation_0-mae:4608.61328 validation_1-mae:6029.91846 [1017] validation_0-mae:4607.39062 validation_1-mae:6029.75195 [1018] validation_0-mae:4606.26611 validation_1-mae:6030.16016 [1019] validation_0-mae:4605.00293 validation_1-mae:6030.26562 [1020] validation_0-mae:4604.12061 validation_1-mae:6030.29688 [1021] validation_0-mae:4603.56055 validation_1-mae:6030.30811 [1022] validation_0-mae:4601.77246 validation_1-mae:6030.14160 [1023] validation_0-mae:4601.26172 validation_1-mae:6030.18262 [1024] validation_0-mae:4600.11035 validation_1-mae:6029.79492 [1025] validation_0-mae:4597.89209 validation_1-mae:6029.13477 [1026] validation_0-mae:4596.20264 validation_1-mae:6029.24463 [1027] validation_0-mae:4595.40430 validation_1-mae:6028.88867 [1028] validation_0-mae:4593.50147 validation_1-mae:6028.22168 [1029] validation_0-mae:4592.96484 validation_1-mae:6028.10840 [1030] validation_0-mae:4591.83154 validation_1-mae:6027.91455 [1031] validation_0-mae:4590.71777 validation_1-mae:6027.89502 [1032] validation_0-mae:4589.77393 validation_1-mae:6027.86914 [1033] validation_0-mae:4589.12451 validation_1-mae:6027.60938 [1034] validation_0-mae:4588.54736 validation_1-mae:6027.89502 [1035] validation_0-mae:4586.96924 validation_1-mae:6027.04248 [1036] validation_0-mae:4585.49072 validation_1-mae:6026.71289 [1037] validation_0-mae:4584.76660 validation_1-mae:6026.71094 [1038] validation_0-mae:4584.46484 validation_1-mae:6026.62109 [1039] validation_0-mae:4583.36328 validation_1-mae:6026.17920 [1040] validation_0-mae:4582.54736 validation_1-mae:6025.92529 [1041] validation_0-mae:4581.67871 validation_1-mae:6025.76758 [1042] validation_0-mae:4580.20752 validation_1-mae:6025.69727 [1043] validation_0-mae:4578.79199 validation_1-mae:6025.66553 [1044] validation_0-mae:4577.66992 validation_1-mae:6025.74561 [1045] validation_0-mae:4577.53906 validation_1-mae:6025.89062 [1046] validation_0-mae:4576.07617 validation_1-mae:6025.62695 [1047] validation_0-mae:4575.17725 validation_1-mae:6025.60693 [1048] validation_0-mae:4573.72070 validation_1-mae:6025.38916 [1049] validation_0-mae:4573.12988 validation_1-mae:6025.92725 [1050] validation_0-mae:4572.00928 validation_1-mae:6026.21582 [1051] validation_0-mae:4571.64893 validation_1-mae:6026.14502 [1052] validation_0-mae:4570.53564 validation_1-mae:6026.14209 [1053] validation_0-mae:4568.91992 validation_1-mae:6026.33496 [1054] validation_0-mae:4567.79541 validation_1-mae:6026.40674 [1055] validation_0-mae:4566.95801 validation_1-mae:6025.95020 [1056] validation_0-mae:4565.74023 validation_1-mae:6026.06641 [1057] validation_0-mae:4564.27490 validation_1-mae:6026.11816 [1058] validation_0-mae:4563.68213 validation_1-mae:6026.33105 [1059] validation_0-mae:4561.87158 validation_1-mae:6025.63135 [1060] validation_0-mae:4560.57080 validation_1-mae:6025.08691 [1061] validation_0-mae:4559.75195 validation_1-mae:6025.33838 [1062] validation_0-mae:4558.47607 validation_1-mae:6024.83447 [1063] validation_0-mae:4558.11035 validation_1-mae:6024.87549 [1064] validation_0-mae:4556.56494 validation_1-mae:6025.37012 [1065] validation_0-mae:4554.89600 validation_1-mae:6025.18848 [1066] validation_0-mae:4553.44434 validation_1-mae:6025.24609 [1067] validation_0-mae:4553.28125 validation_1-mae:6025.38672 [1068] validation_0-mae:4551.60693 validation_1-mae:6025.60840 [1069] validation_0-mae:4550.81103 validation_1-mae:6025.44824 [1070] validation_0-mae:4549.90869 validation_1-mae:6025.21826 [1071] validation_0-mae:4548.84180 validation_1-mae:6025.08203 [1072] validation_0-mae:4548.27637 validation_1-mae:6025.05273 [1073] validation_0-mae:4546.13916 validation_1-mae:6024.92871 [1074] validation_0-mae:4545.40088 validation_1-mae:6024.90674 [1075] validation_0-mae:4544.37598 validation_1-mae:6024.42725 [1076] validation_0-mae:4543.00439 validation_1-mae:6023.98291 [1077] validation_0-mae:4541.82031 validation_1-mae:6023.15137 [1078] validation_0-mae:4541.00098 validation_1-mae:6022.91895 [1079] validation_0-mae:4540.95947 validation_1-mae:6022.97363 [1080] validation_0-mae:4540.37695 validation_1-mae:6023.14307 [1081] validation_0-mae:4539.27246 validation_1-mae:6022.23975 [1082] validation_0-mae:4537.29932 validation_1-mae:6022.26660 [1083] validation_0-mae:4536.14648 validation_1-mae:6021.96973 [1084] validation_0-mae:4534.52051 validation_1-mae:6021.58496 [1085] validation_0-mae:4533.26953 validation_1-mae:6021.40283 [1086] validation_0-mae:4531.00879 validation_1-mae:6021.09814 [1087] validation_0-mae:4528.57275 validation_1-mae:6021.66992 [1088] validation_0-mae:4527.24316 validation_1-mae:6021.92773 [1089] validation_0-mae:4526.65527 validation_1-mae:6022.09766 [1090] validation_0-mae:4525.87207 validation_1-mae:6021.93555 [1091] validation_0-mae:4525.44824 validation_1-mae:6021.56982 [1092] validation_0-mae:4523.97266 validation_1-mae:6021.27783 [1093] validation_0-mae:4522.56006 validation_1-mae:6021.02637 [1094] validation_0-mae:4521.79736 validation_1-mae:6020.82617 [1095] validation_0-mae:4519.95508 validation_1-mae:6019.95898 [1096] validation_0-mae:4519.06934 validation_1-mae:6019.78955 [1097] validation_0-mae:4518.46387 validation_1-mae:6019.33105 [1098] validation_0-mae:4517.01514 validation_1-mae:6020.10742 [1099] validation_0-mae:4515.61572 validation_1-mae:6019.79248 [1100] validation_0-mae:4514.88281 validation_1-mae:6019.46436 [1101] validation_0-mae:4514.79980 validation_1-mae:6019.49512 [1102] validation_0-mae:4514.01514 validation_1-mae:6019.49219 [1103] validation_0-mae:4513.42480 validation_1-mae:6019.42041 [1104] validation_0-mae:4513.17773 validation_1-mae:6019.40430 [1105] validation_0-mae:4513.14404 validation_1-mae:6019.39062 [1106] validation_0-mae:4512.46045 validation_1-mae:6019.36816 [1107] validation_0-mae:4511.57178 validation_1-mae:6019.91064 [1108] validation_0-mae:4510.81494 validation_1-mae:6019.68018 [1109] validation_0-mae:4508.76123 validation_1-mae:6018.47412 [1110] validation_0-mae:4508.20996 validation_1-mae:6018.59277 [1111] validation_0-mae:4506.55322 validation_1-mae:6017.81787 [1112] validation_0-mae:4505.01709 validation_1-mae:6017.83789 [1113] validation_0-mae:4504.30225 validation_1-mae:6017.80371 [1114] validation_0-mae:4502.35303 validation_1-mae:6017.92334 [1115] validation_0-mae:4501.73682 validation_1-mae:6017.78516 [1116] validation_0-mae:4500.57715 validation_1-mae:6017.66016 [1117] validation_0-mae:4498.58545 validation_1-mae:6017.83447 [1118] validation_0-mae:4497.56982 validation_1-mae:6017.47852 [1119] validation_0-mae:4496.54590 validation_1-mae:6017.53418 [1120] validation_0-mae:4494.78125 validation_1-mae:6017.71826 [1121] validation_0-mae:4494.62158 validation_1-mae:6017.78272 [1122] validation_0-mae:4493.81934 validation_1-mae:6017.73730 [1123] validation_0-mae:4492.83740 validation_1-mae:6017.45947 [1124] validation_0-mae:4492.11670 validation_1-mae:6017.27686 [1125] validation_0-mae:4490.84277 validation_1-mae:6017.34082 [1126] validation_0-mae:4490.29297 validation_1-mae:6017.67529 [1127] validation_0-mae:4489.23486 validation_1-mae:6017.79248 [1128] validation_0-mae:4488.13281 validation_1-mae:6017.61035 [1129] validation_0-mae:4487.22119 validation_1-mae:6017.63232 [1130] validation_0-mae:4486.88281 validation_1-mae:6017.95068 [1131] validation_0-mae:4485.63574 validation_1-mae:6017.50879 [1132] validation_0-mae:4484.54248 validation_1-mae:6017.32617 [1133] validation_0-mae:4483.85254 validation_1-mae:6017.19043 [1134] validation_0-mae:4482.68018 validation_1-mae:6016.88818 [1135] validation_0-mae:4480.04883 validation_1-mae:6015.49707 [1136] validation_0-mae:4478.49316 validation_1-mae:6014.86133 [1137] validation_0-mae:4477.62598 validation_1-mae:6015.12305 [1138] validation_0-mae:4476.01270 validation_1-mae:6014.61963 [1139] validation_0-mae:4474.56689 validation_1-mae:6014.25488 [1140] validation_0-mae:4473.12012 validation_1-mae:6014.16846 [1141] validation_0-mae:4472.16064 validation_1-mae:6014.22412 [1142] validation_0-mae:4470.66553 validation_1-mae:6014.50000 [1143] validation_0-mae:4469.33057 validation_1-mae:6014.14062 [1144] validation_0-mae:4468.58984 validation_1-mae:6014.27930 [1145] validation_0-mae:4466.67578 validation_1-mae:6014.35059 [1146] validation_0-mae:4464.63525 validation_1-mae:6014.28125 [1147] validation_0-mae:4463.72510 validation_1-mae:6014.32080 [1148] validation_0-mae:4463.27295 validation_1-mae:6014.29492 [1149] validation_0-mae:4462.65137 validation_1-mae:6014.41992 [1150] validation_0-mae:4461.40234 validation_1-mae:6013.51709 [1151] validation_0-mae:4459.35498 validation_1-mae:6013.69141 [1152] validation_0-mae:4457.94482 validation_1-mae:6013.23682 [1153] validation_0-mae:4456.81885 validation_1-mae:6013.16162 [1154] validation_0-mae:4455.04199 validation_1-mae:6013.52246 [1155] validation_0-mae:4453.82471 validation_1-mae:6013.56250 [1156] validation_0-mae:4452.44336 validation_1-mae:6013.75537 [1157] validation_0-mae:4451.71875 validation_1-mae:6013.97803 [1158] validation_0-mae:4451.26562 validation_1-mae:6014.02881 [1159] validation_0-mae:4449.61475 validation_1-mae:6013.76855 [1160] validation_0-mae:4447.67334 validation_1-mae:6013.56103 [1161] validation_0-mae:4446.33203 validation_1-mae:6013.13477 [1162] validation_0-mae:4445.08838 validation_1-mae:6013.09424 [1163] validation_0-mae:4442.88232 validation_1-mae:6012.79932 [1164] validation_0-mae:4441.65918 validation_1-mae:6012.90381 [1165] validation_0-mae:4440.08203 validation_1-mae:6012.34033 [1166] validation_0-mae:4439.07812 validation_1-mae:6011.85596 [1167] validation_0-mae:4436.87647 validation_1-mae:6011.10059 [1168] validation_0-mae:4436.31006 validation_1-mae:6011.07568 [1169] validation_0-mae:4435.04199 validation_1-mae:6010.61572 [1170] validation_0-mae:4434.22314 validation_1-mae:6010.65674 [1171] validation_0-mae:4433.19580 validation_1-mae:6010.37647 [1172] validation_0-mae:4430.84424 validation_1-mae:6009.11084 [1173] validation_0-mae:4429.68701 validation_1-mae:6009.24805 [1174] validation_0-mae:4428.61426 validation_1-mae:6009.41016 [1175] validation_0-mae:4427.39209 validation_1-mae:6009.58984 [1176] validation_0-mae:4426.91650 validation_1-mae:6009.52832 [1177] validation_0-mae:4425.95557 validation_1-mae:6009.73486 [1178] validation_0-mae:4424.98242 validation_1-mae:6009.75000 [1179] validation_0-mae:4423.99316 validation_1-mae:6009.68994 [1180] validation_0-mae:4423.36670 validation_1-mae:6009.19873 [1181] validation_0-mae:4421.45801 validation_1-mae:6008.62695 [1182] validation_0-mae:4420.42334 validation_1-mae:6008.74121 [1183] validation_0-mae:4419.37891 validation_1-mae:6008.47705 [1184] validation_0-mae:4418.09082 validation_1-mae:6008.50879 [1185] validation_0-mae:4417.38867 validation_1-mae:6008.98242 [1186] validation_0-mae:4416.20459 validation_1-mae:6009.06982 [1187] validation_0-mae:4415.12500 validation_1-mae:6008.28613 [1188] validation_0-mae:4413.30176 validation_1-mae:6008.24707 [1189] validation_0-mae:4411.84522 validation_1-mae:6008.56592 [1190] validation_0-mae:4410.10400 validation_1-mae:6007.91309 [1191] validation_0-mae:4409.36768 validation_1-mae:6008.10596 [1192] validation_0-mae:4407.91797 validation_1-mae:6007.57861 [1193] validation_0-mae:4406.56250 validation_1-mae:6007.33154 [1194] validation_0-mae:4405.58057 validation_1-mae:6007.08008 [1195] validation_0-mae:4404.30225 validation_1-mae:6007.56445 [1196] validation_0-mae:4402.53174 validation_1-mae:6007.77051 [1197] validation_0-mae:4401.88037 validation_1-mae:6007.91211 [1198] validation_0-mae:4400.55469 validation_1-mae:6007.46973 [1199] validation_0-mae:4398.65332 validation_1-mae:6008.02393 [1200] validation_0-mae:4397.96728 validation_1-mae:6008.14062 [1201] validation_0-mae:4397.90381 validation_1-mae:6008.23779 [1202] validation_0-mae:4396.69824 validation_1-mae:6007.93311 [1203] validation_0-mae:4395.64111 validation_1-mae:6008.15918 [1204] validation_0-mae:4393.98486 validation_1-mae:6008.16113 [1205] validation_0-mae:4393.39062 validation_1-mae:6008.24316 [1206] validation_0-mae:4392.47949 validation_1-mae:6007.80566 [1207] validation_0-mae:4391.45898 validation_1-mae:6007.50293 [1208] validation_0-mae:4391.29150 validation_1-mae:6007.60352 [1209] validation_0-mae:4390.70508 validation_1-mae:6007.34570 [1210] validation_0-mae:4389.17432 validation_1-mae:6007.49805 [1211] validation_0-mae:4387.45312 validation_1-mae:6007.52588 [1212] validation_0-mae:4386.91895 validation_1-mae:6007.54248 [1213] validation_0-mae:4386.16113 validation_1-mae:6007.60498 [1214] validation_0-mae:4384.84717 validation_1-mae:6007.28174 [1215] validation_0-mae:4383.79248 validation_1-mae:6007.17627 [1216] validation_0-mae:4383.13818 validation_1-mae:6007.28613 [1217] validation_0-mae:4382.23242 validation_1-mae:6007.32568 [1218] validation_0-mae:4382.19775 validation_1-mae:6007.32520 [1219] validation_0-mae:4381.73047 validation_1-mae:6007.31689 [1220] validation_0-mae:4381.50244 validation_1-mae:6007.34668 [1221] validation_0-mae:4380.83740 validation_1-mae:6007.24512 [1222] validation_0-mae:4380.47266 validation_1-mae:6007.52100 [1223] validation_0-mae:4380.31103 validation_1-mae:6007.74658 [1224] validation_0-mae:4379.59033 validation_1-mae:6007.96728 [1225] validation_0-mae:4378.21631 validation_1-mae:6007.67090 [1226] validation_0-mae:4377.32373 validation_1-mae:6007.68994 [1227] validation_0-mae:4377.18848 validation_1-mae:6007.69922 [1228] validation_0-mae:4376.77539 validation_1-mae:6007.88818 [1229] validation_0-mae:4375.92236 validation_1-mae:6007.88770 [1230] validation_0-mae:4374.55225 validation_1-mae:6008.16748 [1231] validation_0-mae:4373.88184 validation_1-mae:6008.09473 [1232] validation_0-mae:4372.90625 validation_1-mae:6007.55176 [1233] validation_0-mae:4372.28125 validation_1-mae:6007.46973 [1234] validation_0-mae:4371.26660 validation_1-mae:6007.23242 [1235] validation_0-mae:4369.68555 validation_1-mae:6007.26123 [1236] validation_0-mae:4369.20361 validation_1-mae:6007.12402 [1237] validation_0-mae:4367.95752 validation_1-mae:6007.12500 [1238] validation_0-mae:4367.34619 validation_1-mae:6006.98242 [1239] validation_0-mae:4366.37402 validation_1-mae:6006.67480 [1240] validation_0-mae:4365.57861 validation_1-mae:6006.65625 [1241] validation_0-mae:4364.39209 validation_1-mae:6006.95508 [1242] validation_0-mae:4363.58838 validation_1-mae:6006.84082 [1243] validation_0-mae:4363.17139 validation_1-mae:6006.95215 [1244] validation_0-mae:4362.54785 validation_1-mae:6006.90723 [1245] validation_0-mae:4361.51172 validation_1-mae:6007.21240 [1246] validation_0-mae:4359.76123 validation_1-mae:6007.67432 [1247] validation_0-mae:4358.14746 validation_1-mae:6007.33838 [1248] validation_0-mae:4357.43945 validation_1-mae:6008.00244 [1249] validation_0-mae:4356.84131 validation_1-mae:6007.88232 [1250] validation_0-mae:4355.78320 validation_1-mae:6008.15381 [1251] validation_0-mae:4354.55420 validation_1-mae:6008.70557 [1252] validation_0-mae:4353.67920 validation_1-mae:6008.07812 [1253] validation_0-mae:4353.09180 validation_1-mae:6008.16748 [1254] validation_0-mae:4352.49121 validation_1-mae:6008.22070 [1255] validation_0-mae:4352.26416 validation_1-mae:6008.39014 [1256] validation_0-mae:4352.10889 validation_1-mae:6008.42529 [1257] validation_0-mae:4351.84424 validation_1-mae:6008.43457 [1258] validation_0-mae:4351.39062 validation_1-mae:6008.67578 [1259] validation_0-mae:4351.32568 validation_1-mae:6008.76465 [1260] validation_0-mae:4350.71924 validation_1-mae:6008.98877 [1261] validation_0-mae:4349.99463 validation_1-mae:6009.40381 [1262] validation_0-mae:4348.98291 validation_1-mae:6009.57373 [1263] validation_0-mae:4347.95801 validation_1-mae:6009.42480 [1264] validation_0-mae:4346.79590 validation_1-mae:6008.83789 [1265] validation_0-mae:4346.29834 validation_1-mae:6008.51758 [1266] validation_0-mae:4345.47070 validation_1-mae:6008.79688 [1267] validation_0-mae:4345.16846 validation_1-mae:6008.60010 [1268] validation_0-mae:4344.39600 validation_1-mae:6008.57227 [1269] validation_0-mae:4343.53516 validation_1-mae:6008.60010 [1270] validation_0-mae:4342.78418 validation_1-mae:6008.67676 [1271] validation_0-mae:4342.39502 validation_1-mae:6008.63818 [1272] validation_0-mae:4341.20850 validation_1-mae:6008.61768 [1273] validation_0-mae:4340.30078 validation_1-mae:6008.38477 [1274] validation_0-mae:4339.83740 validation_1-mae:6008.34717 [1275] validation_0-mae:4338.90088 validation_1-mae:6008.36279 [1276] validation_0-mae:4337.97266 validation_1-mae:6008.34326 [1277] validation_0-mae:4337.24609 validation_1-mae:6008.07568 [1278] validation_0-mae:4336.03613 validation_1-mae:6008.46924 [1279] validation_0-mae:4335.60596 validation_1-mae:6008.38477 [1280] validation_0-mae:4334.30664 validation_1-mae:6008.41406 [1281] validation_0-mae:4333.80957 validation_1-mae:6008.15674 [1282] validation_0-mae:4332.75830 validation_1-mae:6008.55078 [1283] validation_0-mae:4331.08398 validation_1-mae:6008.00049 [1284] validation_0-mae:4330.24561 validation_1-mae:6008.42334 [1285] validation_0-mae:4329.72998 validation_1-mae:6008.55859 [1286] validation_0-mae:4329.40967 validation_1-mae:6008.45850 [1287] validation_0-mae:4329.14941 validation_1-mae:6008.30957 [1288] validation_0-mae:4329.03027 validation_1-mae:6008.29053 [1289] validation_0-mae:4328.86768 validation_1-mae:6008.25000 [1290] validation_0-mae:4328.50977 validation_1-mae:6008.10742 [1291] validation_0-mae:4328.08008 validation_1-mae:6008.37988 [1292] validation_0-mae:4327.26416 validation_1-mae:6008.26123 [1293] validation_0-mae:4327.21240 validation_1-mae:6008.22900 [1294] validation_0-mae:4326.63525 validation_1-mae:6007.76758 [1295] validation_0-mae:4324.78809 validation_1-mae:6007.81689 [1296] validation_0-mae:4323.69238 validation_1-mae:6007.80859 [1297] validation_0-mae:4323.03174 validation_1-mae:6008.01611 [1298] validation_0-mae:4322.33691 validation_1-mae:6008.08984 [1299] validation_0-mae:4320.91260 validation_1-mae:6008.60742 [1300] validation_0-mae:4318.89893 validation_1-mae:6008.19189 [1301] validation_0-mae:4316.76465 validation_1-mae:6007.70605 [1302] validation_0-mae:4314.84863 validation_1-mae:6007.55371 [1303] validation_0-mae:4313.60889 validation_1-mae:6007.65088 [1304] validation_0-mae:4312.24316 validation_1-mae:6007.42090 [1305] validation_0-mae:4311.11279 validation_1-mae:6007.38428 [1306] validation_0-mae:4309.95068 validation_1-mae:6007.35400 [1307] validation_0-mae:4309.18848 validation_1-mae:6007.36670 [1308] validation_0-mae:4309.02686 validation_1-mae:6007.34228 [1309] validation_0-mae:4308.23975 validation_1-mae:6007.45898 [1310] validation_0-mae:4306.09424 validation_1-mae:6008.46094 [1311] validation_0-mae:4304.39893 validation_1-mae:6008.71728 [1312] validation_0-mae:4302.81543 validation_1-mae:6008.92139 [1313] validation_0-mae:4301.33105 validation_1-mae:6008.42090 [1314] validation_0-mae:4300.71436 validation_1-mae:6008.29346 [1315] validation_0-mae:4300.04395 validation_1-mae:6008.31006 [1316] validation_0-mae:4298.83838 validation_1-mae:6008.02197 [1317] validation_0-mae:4298.19775 validation_1-mae:6008.24853 [1318] validation_0-mae:4296.58740 validation_1-mae:6008.22022 [1319] validation_0-mae:4295.95752 validation_1-mae:6008.24756 [1320] validation_0-mae:4294.54541 validation_1-mae:6007.88037 [1321] validation_0-mae:4293.11426 validation_1-mae:6008.41016 [1322] validation_0-mae:4292.47900 validation_1-mae:6008.26416 [1323] validation_0-mae:4291.45850 validation_1-mae:6008.21631 [1324] validation_0-mae:4289.30371 validation_1-mae:6007.19971 [1325] validation_0-mae:4287.56641 validation_1-mae:6007.33008 [1326] validation_0-mae:4286.56885 validation_1-mae:6007.30859 [1327] validation_0-mae:4285.54980 validation_1-mae:6007.57764 [1328] validation_0-mae:4285.44580 validation_1-mae:6007.56201 [1329] validation_0-mae:4284.33447 validation_1-mae:6006.74561 [1330] validation_0-mae:4282.86377 validation_1-mae:6006.06494 [1331] validation_0-mae:4281.73438 validation_1-mae:6006.53662 [1332] validation_0-mae:4280.19824 validation_1-mae:6006.81201 [1333] validation_0-mae:4279.16260 validation_1-mae:6006.30908 [1334] validation_0-mae:4279.00635 validation_1-mae:6005.97803 [1335] validation_0-mae:4278.14307 validation_1-mae:6005.47119 [1336] validation_0-mae:4278.11475 validation_1-mae:6005.49756 [1337] validation_0-mae:4277.80420 validation_1-mae:6005.29492 [1338] validation_0-mae:4276.70752 validation_1-mae:6005.44238 [1339] validation_0-mae:4275.51660 validation_1-mae:6005.31103 [1340] validation_0-mae:4273.84033 validation_1-mae:6006.21875 [1341] validation_0-mae:4273.31689 validation_1-mae:6006.39307 [1342] validation_0-mae:4272.10840 validation_1-mae:6007.44873 [1343] validation_0-mae:4270.98682 validation_1-mae:6007.80859 [1344] validation_0-mae:4269.71533 validation_1-mae:6006.88379 [1345] validation_0-mae:4267.96484 validation_1-mae:6006.84570 [1346] validation_0-mae:4266.76074 validation_1-mae:6006.58203 [1347] validation_0-mae:4264.83350 validation_1-mae:6005.48242 [1348] validation_0-mae:4262.89209 validation_1-mae:6005.45166 [1349] validation_0-mae:4262.04346 validation_1-mae:6005.42236 [1350] validation_0-mae:4260.16357 validation_1-mae:6005.16064 [1351] validation_0-mae:4258.29980 validation_1-mae:6005.13818 [1352] validation_0-mae:4256.43213 validation_1-mae:6005.53809 [1353] validation_0-mae:4255.61816 validation_1-mae:6005.41602 [1354] validation_0-mae:4254.63135 validation_1-mae:6005.58105 [1355] validation_0-mae:4253.01367 validation_1-mae:6006.02490 [1356] validation_0-mae:4251.48193 validation_1-mae:6006.27978 [1357] validation_0-mae:4250.00977 validation_1-mae:6007.20361 [1358] validation_0-mae:4249.24121 validation_1-mae:6006.94629 [1359] validation_0-mae:4247.75293 validation_1-mae:6006.77930 [1360] validation_0-mae:4246.68018 validation_1-mae:6006.75879 [1361] validation_0-mae:4246.04492 validation_1-mae:6006.78174 [1362] validation_0-mae:4245.33643 validation_1-mae:6006.78613 [1363] validation_0-mae:4244.50147 validation_1-mae:6006.49121 [1364] validation_0-mae:4243.79834 validation_1-mae:6006.38525 [1365] validation_0-mae:4243.24561 validation_1-mae:6006.28076 [1366] validation_0-mae:4242.27490 validation_1-mae:6005.57617 [1367] validation_0-mae:4241.18701 validation_1-mae:6004.94727 [1368] validation_0-mae:4240.10205 validation_1-mae:6004.09277 [1369] validation_0-mae:4239.04297 validation_1-mae:6003.63184 [1370] validation_0-mae:4237.29443 validation_1-mae:6003.36377 [1371] validation_0-mae:4236.37793 validation_1-mae:6003.67578 [1372] validation_0-mae:4234.98389 validation_1-mae:6003.89551 [1373] validation_0-mae:4234.31885 validation_1-mae:6003.66895 [1374] validation_0-mae:4233.66260 validation_1-mae:6003.21338 [1375] validation_0-mae:4231.84424 validation_1-mae:6003.53906 [1376] validation_0-mae:4230.90625 validation_1-mae:6003.35449 [1377] validation_0-mae:4230.04297 validation_1-mae:6003.84131 [1378] validation_0-mae:4228.92139 validation_1-mae:6003.41357 [1379] validation_0-mae:4228.05029 validation_1-mae:6003.29736 [1380] validation_0-mae:4226.85254 validation_1-mae:6002.78662 [1381] validation_0-mae:4226.03662 validation_1-mae:6002.68701 [1382] validation_0-mae:4224.50537 validation_1-mae:6002.37451 [1383] validation_0-mae:4223.22900 validation_1-mae:6001.83838 [1384] validation_0-mae:4221.92725 validation_1-mae:6001.51514 [1385] validation_0-mae:4220.46436 validation_1-mae:6001.57129 [1386] validation_0-mae:4219.65088 validation_1-mae:6001.90869 [1387] validation_0-mae:4219.11084 validation_1-mae:6002.08496 [1388] validation_0-mae:4218.37402 validation_1-mae:6001.97607 [1389] validation_0-mae:4217.96973 validation_1-mae:6001.97705 [1390] validation_0-mae:4217.01416 validation_1-mae:6002.05127 [1391] validation_0-mae:4216.52637 validation_1-mae:6001.89600 [1392] validation_0-mae:4215.95068 validation_1-mae:6001.93018 [1393] validation_0-mae:4215.39453 validation_1-mae:6001.85986 [1394] validation_0-mae:4214.95410 validation_1-mae:6001.95215 [1395] validation_0-mae:4213.97949 validation_1-mae:6001.87695 [1396] validation_0-mae:4212.83154 validation_1-mae:6001.86816 [1397] validation_0-mae:4212.75098 validation_1-mae:6001.89453 [1398] validation_0-mae:4211.74561 validation_1-mae:6002.53223 [1399] validation_0-mae:4210.68213 validation_1-mae:6002.30664 [1400] validation_0-mae:4209.58984 validation_1-mae:6001.82129 [1401] validation_0-mae:4208.92285 validation_1-mae:6001.76074 [1402] validation_0-mae:4208.10059 validation_1-mae:6001.87109 [1403] validation_0-mae:4207.14209 validation_1-mae:6001.88623 [1404] validation_0-mae:4206.44824 validation_1-mae:6001.55664 [1405] validation_0-mae:4206.25586 validation_1-mae:6001.60010 [1406] validation_0-mae:4205.22949 validation_1-mae:6001.05225 [1407] validation_0-mae:4203.94971 validation_1-mae:6001.49463 [1408] validation_0-mae:4202.09863 validation_1-mae:6001.41357 [1409] validation_0-mae:4200.68848 validation_1-mae:6001.39941 [1410] validation_0-mae:4199.43506 validation_1-mae:6000.43457 [1411] validation_0-mae:4197.78760 validation_1-mae:6000.45654 [1412] validation_0-mae:4196.15430 validation_1-mae:6000.01221 [1413] validation_0-mae:4194.97022 validation_1-mae:6000.69775 [1414] validation_0-mae:4193.06397 validation_1-mae:6000.84228 [1415] validation_0-mae:4192.20361 validation_1-mae:6000.62695 [1416] validation_0-mae:4191.62842 validation_1-mae:6000.87744 [1417] validation_0-mae:4190.93164 validation_1-mae:6000.90723 [1418] validation_0-mae:4190.15234 validation_1-mae:6001.94434 [1419] validation_0-mae:4188.35352 validation_1-mae:6002.70557 [1420] validation_0-mae:4187.58887 validation_1-mae:6002.53027 [1421] validation_0-mae:4185.48730 validation_1-mae:6002.60693 [1422] validation_0-mae:4184.71777 validation_1-mae:6002.65478 [1423] validation_0-mae:4184.22803 validation_1-mae:6002.77148 [1424] validation_0-mae:4182.76855 validation_1-mae:6002.76855 [1425] validation_0-mae:4181.70459 validation_1-mae:6002.46582 [1426] validation_0-mae:4181.00147 validation_1-mae:6002.48145 [1427] validation_0-mae:4180.25049 validation_1-mae:6002.54395 [1428] validation_0-mae:4179.75830 validation_1-mae:6002.50732 [1429] validation_0-mae:4179.35303 validation_1-mae:6002.67676 [1430] validation_0-mae:4178.74805 validation_1-mae:6002.90918 [1431] validation_0-mae:4178.03174 validation_1-mae:6002.66895 [1432] validation_0-mae:4177.06201 validation_1-mae:6002.85010 [1433] validation_0-mae:4176.22168 validation_1-mae:6002.75391 [1434] validation_0-mae:4175.15234 validation_1-mae:6002.09473 [1435] validation_0-mae:4174.59277 validation_1-mae:6002.40723 [1436] validation_0-mae:4173.96094 validation_1-mae:6002.32764 [1437] validation_0-mae:4173.32617 validation_1-mae:6002.39844 [1438] validation_0-mae:4173.15625 validation_1-mae:6002.48096 [1439] validation_0-mae:4172.64014 validation_1-mae:6002.33154 [1440] validation_0-mae:4172.01514 validation_1-mae:6002.31201 [1441] validation_0-mae:4171.57080 validation_1-mae:6002.54346 [1442] validation_0-mae:4171.11670 validation_1-mae:6002.59619 [1443] validation_0-mae:4169.99072 validation_1-mae:6002.70361 [1444] validation_0-mae:4169.93164 validation_1-mae:6002.71826 [1445] validation_0-mae:4169.57324 validation_1-mae:6002.54199 [1446] validation_0-mae:4169.11572 validation_1-mae:6002.71680 [1447] validation_0-mae:4168.55762 validation_1-mae:6002.76074 [1448] validation_0-mae:4168.03711 validation_1-mae:6003.04785 [1449] validation_0-mae:4167.95898 validation_1-mae:6003.09863 [1450] validation_0-mae:4166.79443 validation_1-mae:6003.26904 [1451] validation_0-mae:4166.69189 validation_1-mae:6003.46191 [1452] validation_0-mae:4165.11621 validation_1-mae:6003.25488 [1453] validation_0-mae:4164.34424 validation_1-mae:6003.47607 [1454] validation_0-mae:4163.54102 validation_1-mae:6003.33447 [1455] validation_0-mae:4162.65674 validation_1-mae:6003.69238 [1456] validation_0-mae:4161.40088 validation_1-mae:6003.65772 [1457] validation_0-mae:4160.00977 validation_1-mae:6003.79785 [1458] validation_0-mae:4158.92432 validation_1-mae:6003.74121 [1459] validation_0-mae:4157.95068 validation_1-mae:6003.91064 [1460] validation_0-mae:4157.30859 validation_1-mae:6004.08057 [1461] validation_0-mae:4156.00391 validation_1-mae:6004.25000 [1462] validation_0-mae:4154.83691 validation_1-mae:6004.07666 [1463] validation_0-mae:4153.38525 validation_1-mae:6003.45020 [1464] validation_0-mae:4151.66211 validation_1-mae:6002.72119 [1465] validation_0-mae:4150.98633 validation_1-mae:6002.98145 [1466] validation_0-mae:4150.26025 validation_1-mae:6002.89453 [1467] validation_0-mae:4148.64990 validation_1-mae:6002.58350 [1468] validation_0-mae:4147.95459 validation_1-mae:6002.89502 [1469] validation_0-mae:4147.34131 validation_1-mae:6002.76660 [1470] validation_0-mae:4146.33887 validation_1-mae:6002.65234 [1471] validation_0-mae:4144.65723 validation_1-mae:6002.68311 [1472] validation_0-mae:4143.12695 validation_1-mae:6002.76367 [1473] validation_0-mae:4141.89160 validation_1-mae:6002.45215 [1474] validation_0-mae:4140.62207 validation_1-mae:6002.21143 [1475] validation_0-mae:4139.39355 validation_1-mae:6002.20264 [1476] validation_0-mae:4139.07910 validation_1-mae:6002.50732 [1477] validation_0-mae:4138.36475 validation_1-mae:6002.63623 [1478] validation_0-mae:4138.18066 validation_1-mae:6002.76611 [1479] validation_0-mae:4137.42480 validation_1-mae:6003.05664 [1480] validation_0-mae:4136.50098 validation_1-mae:6002.94092 [1481] validation_0-mae:4134.60596 validation_1-mae:6003.01904 [1482] validation_0-mae:4133.43799 validation_1-mae:6003.14893 [1483] validation_0-mae:4131.61816 validation_1-mae:6002.83936 [1484] validation_0-mae:4130.29346 validation_1-mae:6002.87793 [1485] validation_0-mae:4129.08008 validation_1-mae:6002.06592 [1486] validation_0-mae:4128.42773 validation_1-mae:6001.98877 [1487] validation_0-mae:4127.58643 validation_1-mae:6001.68359 [1488] validation_0-mae:4126.94580 validation_1-mae:6001.71094 [1489] validation_0-mae:4125.99268 validation_1-mae:6002.02881 [1490] validation_0-mae:4124.61279 validation_1-mae:6001.78272 [1491] validation_0-mae:4123.98975 validation_1-mae:6001.69775 [1492] validation_0-mae:4123.51660 validation_1-mae:6001.57031 [1493] validation_0-mae:4121.93897 validation_1-mae:6001.44336 [1494] validation_0-mae:4120.35303 validation_1-mae:6001.20166 [1495] validation_0-mae:4119.37598 validation_1-mae:6000.75732 [1496] validation_0-mae:4118.20312 validation_1-mae:6000.25342 [1497] validation_0-mae:4117.23291 validation_1-mae:6000.16016 [1498] validation_0-mae:4116.12793 validation_1-mae:5999.79980 [1499] validation_0-mae:4114.97461 validation_1-mae:5999.88672 [1500] validation_0-mae:4114.14502 validation_1-mae:6000.04150 [1501] validation_0-mae:4113.19336 validation_1-mae:5999.65478 [1502] validation_0-mae:4111.94238 validation_1-mae:5999.74414 [1503] validation_0-mae:4111.02051 validation_1-mae:5999.53564 [1504] validation_0-mae:4110.16504 validation_1-mae:5999.64795 [1505] validation_0-mae:4109.47070 validation_1-mae:5999.81445 [1506] validation_0-mae:4108.80566 validation_1-mae:5999.85889 [1507] validation_0-mae:4108.39746 validation_1-mae:5999.92090 [1508] validation_0-mae:4107.20752 validation_1-mae:5998.98389 [1509] validation_0-mae:4106.20801 validation_1-mae:5998.56543 [1510] validation_0-mae:4105.63037 validation_1-mae:5998.43164 [1511] validation_0-mae:4105.34522 validation_1-mae:5998.42822 [1512] validation_0-mae:4105.03125 validation_1-mae:5998.53613 [1513] validation_0-mae:4104.17920 validation_1-mae:5998.14453 [1514] validation_0-mae:4103.47217 validation_1-mae:5998.15527 [1515] validation_0-mae:4102.61670 validation_1-mae:5998.15674 [1516] validation_0-mae:4101.32959 validation_1-mae:5997.60156 [1517] validation_0-mae:4100.65869 validation_1-mae:5997.89502 [1518] validation_0-mae:4099.73877 validation_1-mae:5998.36035 [1519] validation_0-mae:4098.72754 validation_1-mae:5998.46436 [1520] validation_0-mae:4098.32861 validation_1-mae:5998.54932 [1521] validation_0-mae:4097.19873 validation_1-mae:5998.56250 [1522] validation_0-mae:4096.91846 validation_1-mae:5998.49219 [1523] validation_0-mae:4096.20947 validation_1-mae:5998.72363 [1524] validation_0-mae:4095.90918 validation_1-mae:5998.62207 [1525] validation_0-mae:4095.19482 validation_1-mae:5998.10156 [1526] validation_0-mae:4094.16943 validation_1-mae:5998.49902 [1527] validation_0-mae:4093.67529 validation_1-mae:5998.58643 [1528] validation_0-mae:4093.06714 validation_1-mae:5998.79688 [1529] validation_0-mae:4092.95166 validation_1-mae:5998.81836 [1530] validation_0-mae:4092.90723 validation_1-mae:5998.86768 [1531] validation_0-mae:4091.63013 validation_1-mae:5998.52930 [1532] validation_0-mae:4091.05444 validation_1-mae:5998.86768 [1533] validation_0-mae:4090.30591 validation_1-mae:5998.90332 [1534] validation_0-mae:4089.44800 validation_1-mae:5999.17822 [1535] validation_0-mae:4088.35181 validation_1-mae:5999.32910 [1536] validation_0-mae:4087.45996 validation_1-mae:5999.02881 [1537] validation_0-mae:4086.64844 validation_1-mae:5998.94922 [1538] validation_0-mae:4085.69287 validation_1-mae:5999.03076 [1539] validation_0-mae:4085.28125 validation_1-mae:5998.98926 [1540] validation_0-mae:4084.66406 validation_1-mae:5999.09717 [1541] validation_0-mae:4083.67505 validation_1-mae:5998.78223 [1542] validation_0-mae:4082.09155 validation_1-mae:5998.48291 [1543] validation_0-mae:4081.63159 validation_1-mae:5998.56982 [1544] validation_0-mae:4081.53809 validation_1-mae:5998.69775 [1545] validation_0-mae:4080.59399 validation_1-mae:5998.42676 [1546] validation_0-mae:4080.06592 validation_1-mae:5998.14746 [1547] validation_0-mae:4079.50220 validation_1-mae:5997.75781 [1548] validation_0-mae:4079.02612 validation_1-mae:5997.61230 [1549] validation_0-mae:4078.66650 validation_1-mae:5997.20654 [1550] validation_0-mae:4078.15063 validation_1-mae:5997.08398 [1551] validation_0-mae:4076.69165 validation_1-mae:5997.35205 [1552] validation_0-mae:4075.91846 validation_1-mae:5997.40478 [1553] validation_0-mae:4075.08520 validation_1-mae:5997.46582 [1554] validation_0-mae:4074.50513 validation_1-mae:5997.74268 [1555] validation_0-mae:4073.59912 validation_1-mae:5997.85059 [1556] validation_0-mae:4072.35327 validation_1-mae:5997.53027 [1557] validation_0-mae:4071.66602 validation_1-mae:5997.93164 [1558] validation_0-mae:4070.81543 validation_1-mae:5997.98486 [1559] validation_0-mae:4070.46851 validation_1-mae:5998.03272 [1560] validation_0-mae:4069.41528 validation_1-mae:5998.37109 [1561] validation_0-mae:4068.51636 validation_1-mae:5998.70312 [1562] validation_0-mae:4067.28931 validation_1-mae:5998.51562 [1563] validation_0-mae:4066.61572 validation_1-mae:5998.41504 [1564] validation_0-mae:4065.42627 validation_1-mae:5998.32568 [1565] validation_0-mae:4064.19043 validation_1-mae:5998.74805 [1566] validation_0-mae:4063.42847 validation_1-mae:5997.91650 [1567] validation_0-mae:4062.66699 validation_1-mae:5998.03174 [1568] validation_0-mae:4061.71387 validation_1-mae:5998.15625 [1569] validation_0-mae:4061.17627 validation_1-mae:5998.35986 [1570] validation_0-mae:4060.91333 validation_1-mae:5998.28760 [1571] validation_0-mae:4060.08130 validation_1-mae:5998.17773 [1572] validation_0-mae:4059.65381 validation_1-mae:5998.16504 [1573] validation_0-mae:4059.24561 validation_1-mae:5998.05566 [1574] validation_0-mae:4059.21509 validation_1-mae:5998.10352 [1575] validation_0-mae:4059.12817 validation_1-mae:5998.11035 [1576] validation_0-mae:4058.56274 validation_1-mae:5997.89062 [1577] validation_0-mae:4057.39404 validation_1-mae:5998.04785 [1578] validation_0-mae:4056.72485 validation_1-mae:5998.14355 [1579] validation_0-mae:4055.17236 validation_1-mae:5998.47998 [1580] validation_0-mae:4054.32471 validation_1-mae:5998.61328 [1581] validation_0-mae:4053.80981 validation_1-mae:5998.71826 [1582] validation_0-mae:4052.29468 validation_1-mae:5998.07861 [1583] validation_0-mae:4051.73901 validation_1-mae:5998.10498 [1584] validation_0-mae:4051.20728 validation_1-mae:5998.17529 [1585] validation_0-mae:4050.41016 validation_1-mae:5998.40869 [1586] validation_0-mae:4049.92676 validation_1-mae:5998.24853 [1587] validation_0-mae:4049.29981 validation_1-mae:5997.75977 [1588] validation_0-mae:4048.52295 validation_1-mae:5997.58936 [1589] validation_0-mae:4047.84912 validation_1-mae:5997.67139 [1590] validation_0-mae:4047.22510 validation_1-mae:5998.22022 [1591] validation_0-mae:4046.05664 validation_1-mae:5997.77100 [1592] validation_0-mae:4045.76831 validation_1-mae:5998.03613 [1593] validation_0-mae:4045.01001 validation_1-mae:5998.37988 [1594] validation_0-mae:4044.43213 validation_1-mae:5998.52588 [1595] validation_0-mae:4043.88525 validation_1-mae:5998.78174 [1596] validation_0-mae:4043.87500 validation_1-mae:5998.81348 [1597] validation_0-mae:4043.59180 validation_1-mae:5998.72314 [1598] validation_0-mae:4043.53833 validation_1-mae:5998.72852 [1599] validation_0-mae:4043.12231 validation_1-mae:5998.49463 [1600] validation_0-mae:4042.52319 validation_1-mae:5998.50879 [1601] validation_0-mae:4041.96826 validation_1-mae:5998.68506 [1602] validation_0-mae:4041.42798 validation_1-mae:5998.53418 [1603] validation_0-mae:4040.86865 validation_1-mae:5998.20508 [1604] validation_0-mae:4040.28149 validation_1-mae:5998.16992 [1605] validation_0-mae:4039.98169 validation_1-mae:5998.19434 [1606] validation_0-mae:4039.97144 validation_1-mae:5998.24023 [1607] validation_0-mae:4039.94409 validation_1-mae:5998.27100 [1608] validation_0-mae:4039.33252 validation_1-mae:5998.20264 [1609] validation_0-mae:4038.80176 validation_1-mae:5998.59522 [1610] validation_0-mae:4037.53833 validation_1-mae:5998.20557 [1611] validation_0-mae:4036.06030 validation_1-mae:5998.56689 [1612] validation_0-mae:4035.73657 validation_1-mae:5998.49707 [1613] validation_0-mae:4035.19312 validation_1-mae:5998.58643 [1614] validation_0-mae:4033.17554 validation_1-mae:5998.48291 [1615] validation_0-mae:4032.21191 validation_1-mae:5998.04150 [1616] validation_0-mae:4031.14038 validation_1-mae:5997.89551 [1617] validation_0-mae:4030.37183 validation_1-mae:5997.70068 [1618] validation_0-mae:4029.91650 validation_1-mae:5997.81543 [1619] validation_0-mae:4029.35327 validation_1-mae:5997.69531 [1620] validation_0-mae:4028.67407 validation_1-mae:5997.72217 [1621] validation_0-mae:4027.84912 validation_1-mae:5997.91455 [1622] validation_0-mae:4026.59692 validation_1-mae:5998.56006 [1623] validation_0-mae:4026.04199 validation_1-mae:5998.60205 [1624] validation_0-mae:4025.40186 validation_1-mae:5998.76514 [1625] validation_0-mae:4024.67432 validation_1-mae:5998.06006 [1626] validation_0-mae:4024.08545 validation_1-mae:5998.10010 [1627] validation_0-mae:4023.57568 validation_1-mae:5998.12353 [1628] validation_0-mae:4022.61133 validation_1-mae:5997.92822 [1629] validation_0-mae:4022.12769 validation_1-mae:5997.87598 [1630] validation_0-mae:4021.10693 validation_1-mae:5998.07080 [1631] validation_0-mae:4020.56543 validation_1-mae:5998.11084 [1632] validation_0-mae:4019.93213 validation_1-mae:5997.82617 [1633] validation_0-mae:4019.20679 validation_1-mae:5997.67188 [1634] validation_0-mae:4018.56641 validation_1-mae:5997.61377 [1635] validation_0-mae:4017.84766 validation_1-mae:5997.88281 [1636] validation_0-mae:4017.19605 validation_1-mae:5997.79053 [1637] validation_0-mae:4016.10693 validation_1-mae:5998.06494 [1638] validation_0-mae:4014.87500 validation_1-mae:5997.83057 [1639] validation_0-mae:4013.68457 validation_1-mae:5997.09473 [1640] validation_0-mae:4012.47339 validation_1-mae:5996.70801 [1641] validation_0-mae:4011.62915 validation_1-mae:5996.83203 [1642] validation_0-mae:4010.83032 validation_1-mae:5997.04590 [1643] validation_0-mae:4010.29004 validation_1-mae:5997.18408 [1644] validation_0-mae:4009.78711 validation_1-mae:5997.32031 [1645] validation_0-mae:4009.34424 validation_1-mae:5997.33447 [1646] validation_0-mae:4007.70337 validation_1-mae:5996.62207 [1647] validation_0-mae:4006.61401 validation_1-mae:5995.71680 [1648] validation_0-mae:4005.88110 validation_1-mae:5995.42188 [1649] validation_0-mae:4004.46973 validation_1-mae:5995.35645 [1650] validation_0-mae:4003.78857 validation_1-mae:5995.47705 [1651] validation_0-mae:4002.73096 validation_1-mae:5995.77588 [1652] validation_0-mae:4002.06592 validation_1-mae:5995.65820 [1653] validation_0-mae:4001.42017 validation_1-mae:5995.74219 [1654] validation_0-mae:4000.83154 validation_1-mae:5995.35205 [1655] validation_0-mae:3999.79224 validation_1-mae:5994.71728 [1656] validation_0-mae:3999.33154 validation_1-mae:5994.71728 [1657] validation_0-mae:3998.44019 validation_1-mae:5995.50537 [1658] validation_0-mae:3997.05786 validation_1-mae:5995.34375 [1659] validation_0-mae:3996.19824 validation_1-mae:5995.38721 [1660] validation_0-mae:3995.12061 validation_1-mae:5995.27978 [1661] validation_0-mae:3994.70264 validation_1-mae:5995.38770 [1662] validation_0-mae:3994.38745 validation_1-mae:5995.79150 [1663] validation_0-mae:3993.94043 validation_1-mae:5996.13428 [1664] validation_0-mae:3992.80688 validation_1-mae:5996.21240 [1665] validation_0-mae:3991.41064 validation_1-mae:5996.43311 [1666] validation_0-mae:3991.02710 validation_1-mae:5996.36133 [1667] validation_0-mae:3990.73144 validation_1-mae:5996.51660 [1668] validation_0-mae:3990.49463 validation_1-mae:5996.62939 [1669] validation_0-mae:3989.60815 validation_1-mae:5996.43750 [1670] validation_0-mae:3988.65063 validation_1-mae:5996.53564 [1671] validation_0-mae:3988.37085 validation_1-mae:5996.59277 [1672] validation_0-mae:3987.75024 validation_1-mae:5996.48193 [1673] validation_0-mae:3986.58301 validation_1-mae:5997.10889 [1674] validation_0-mae:3985.78394 validation_1-mae:5996.81250 [1675] validation_0-mae:3984.15308 validation_1-mae:5996.86865 [1676] validation_0-mae:3982.73755 validation_1-mae:5996.56543 [1677] validation_0-mae:3981.61450 validation_1-mae:5996.50635 [1678] validation_0-mae:3980.59302 validation_1-mae:5996.39160 [1679] validation_0-mae:3980.01294 validation_1-mae:5996.17773 [1680] validation_0-mae:3978.36865 validation_1-mae:5996.13379 [1681] validation_0-mae:3977.60376 validation_1-mae:5995.69531 [1682] validation_0-mae:3976.92554 validation_1-mae:5995.58936 [1683] validation_0-mae:3976.41064 validation_1-mae:5995.79736 [1684] validation_0-mae:3975.57471 validation_1-mae:5995.56397 [1685] validation_0-mae:3974.67310 validation_1-mae:5995.19238 [1686] validation_0-mae:3973.70435 validation_1-mae:5994.93457 [1687] validation_0-mae:3973.18750 validation_1-mae:5994.68603 [1688] validation_0-mae:3972.61523 validation_1-mae:5994.81592 [1689] validation_0-mae:3972.05786 validation_1-mae:5995.00439 [1690] validation_0-mae:3971.42700 validation_1-mae:5995.00732 [1691] validation_0-mae:3970.91455 validation_1-mae:5995.08887 [1692] validation_0-mae:3969.83594 validation_1-mae:5994.87549 [1693] validation_0-mae:3969.09912 validation_1-mae:5994.92725 [1694] validation_0-mae:3968.32178 validation_1-mae:5995.04004 [1695] validation_0-mae:3967.61353 validation_1-mae:5994.81152 [1696] validation_0-mae:3966.53418 validation_1-mae:5995.92285 [1697] validation_0-mae:3965.62061 validation_1-mae:5995.30566 [1698] validation_0-mae:3964.27710 validation_1-mae:5995.31689 [1699] validation_0-mae:3963.13281 validation_1-mae:5995.54395 Dropping: province_zylina [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65137 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.57666 [21] validation_0-mae:7944.89600 validation_1-mae:7832.65723 [22] validation_0-mae:7846.75635 validation_1-mae:7746.49707 [23] validation_0-mae:7760.49268 validation_1-mae:7677.37207 [24] validation_0-mae:7676.77881 validation_1-mae:7599.02539 [25] validation_0-mae:7604.22461 validation_1-mae:7535.70508 [26] validation_0-mae:7548.77930 validation_1-mae:7488.89355 [27] validation_0-mae:7488.50000 validation_1-mae:7434.86328 [28] validation_0-mae:7439.26465 validation_1-mae:7393.77344 [29] validation_0-mae:7397.07129 validation_1-mae:7359.60254 [30] validation_0-mae:7361.33447 validation_1-mae:7328.97363 [31] validation_0-mae:7320.76855 validation_1-mae:7292.48779 [32] validation_0-mae:7292.27344 validation_1-mae:7275.19043 [33] validation_0-mae:7264.06689 validation_1-mae:7254.14893 [34] validation_0-mae:7233.79004 validation_1-mae:7234.18750 [35] validation_0-mae:7202.32031 validation_1-mae:7209.31494 [36] validation_0-mae:7185.08740 validation_1-mae:7195.89941 [37] validation_0-mae:7167.61963 validation_1-mae:7185.46777 [38] validation_0-mae:7142.17969 validation_1-mae:7163.96826 [39] validation_0-mae:7120.81445 validation_1-mae:7146.78516 [40] validation_0-mae:7102.98682 validation_1-mae:7136.41602 [41] validation_0-mae:7086.79443 validation_1-mae:7124.02100 [42] validation_0-mae:7069.74609 validation_1-mae:7113.27930 [43] validation_0-mae:7049.70898 validation_1-mae:7099.47266 [44] validation_0-mae:7033.69287 validation_1-mae:7086.41455 [45] validation_0-mae:7014.76465 validation_1-mae:7073.25586 [46] validation_0-mae:6998.53857 validation_1-mae:7063.08398 [47] validation_0-mae:6975.02393 validation_1-mae:7044.31934 [48] validation_0-mae:6963.79541 validation_1-mae:7035.65772 [49] validation_0-mae:6944.66797 validation_1-mae:7021.24023 [50] validation_0-mae:6920.67480 validation_1-mae:7005.83154 [51] validation_0-mae:6908.85303 validation_1-mae:6996.59033 [52] validation_0-mae:6890.51709 validation_1-mae:6984.43897 [53] validation_0-mae:6871.32324 validation_1-mae:6967.67578 [54] validation_0-mae:6856.89600 validation_1-mae:6955.02051 [55] validation_0-mae:6846.20459 validation_1-mae:6948.57959 [56] validation_0-mae:6826.03076 validation_1-mae:6931.88672 [57] validation_0-mae:6813.08398 validation_1-mae:6923.31055 [58] validation_0-mae:6803.71582 validation_1-mae:6916.53760 [59] validation_0-mae:6786.72754 validation_1-mae:6908.57471 [60] validation_0-mae:6774.04492 validation_1-mae:6898.04346 [61] validation_0-mae:6760.41797 validation_1-mae:6887.24219 [62] validation_0-mae:6749.58740 validation_1-mae:6880.79150 [63] validation_0-mae:6734.16895 validation_1-mae:6868.31348 [64] validation_0-mae:6721.70703 validation_1-mae:6857.59180 [65] validation_0-mae:6710.04395 validation_1-mae:6848.88184 [66] validation_0-mae:6696.66162 validation_1-mae:6835.17920 [67] validation_0-mae:6686.05078 validation_1-mae:6829.46191 [68] validation_0-mae:6675.47510 validation_1-mae:6821.00977 [69] validation_0-mae:6670.55078 validation_1-mae:6817.68652 [70] validation_0-mae:6656.58936 validation_1-mae:6808.53516 [71] validation_0-mae:6645.05908 validation_1-mae:6799.86768 [72] validation_0-mae:6634.14893 validation_1-mae:6795.09766 [73] validation_0-mae:6626.81543 validation_1-mae:6788.71191 [74] validation_0-mae:6615.48486 validation_1-mae:6781.65430 [75] validation_0-mae:6594.62647 validation_1-mae:6762.93701 [76] validation_0-mae:6584.61572 validation_1-mae:6755.22266 [77] validation_0-mae:6580.52246 validation_1-mae:6750.79541 [78] validation_0-mae:6571.61914 validation_1-mae:6743.45264 [79] validation_0-mae:6562.51611 validation_1-mae:6738.68408 [80] validation_0-mae:6553.35889 validation_1-mae:6730.06006 [81] validation_0-mae:6540.77051 validation_1-mae:6721.86963 [82] validation_0-mae:6534.70850 validation_1-mae:6717.39111 [83] validation_0-mae:6526.16943 validation_1-mae:6710.60938 [84] validation_0-mae:6519.55664 validation_1-mae:6707.78223 [85] validation_0-mae:6510.32275 validation_1-mae:6701.09033 [86] validation_0-mae:6502.94092 validation_1-mae:6698.16699 [87] validation_0-mae:6490.16992 validation_1-mae:6688.09912 [88] validation_0-mae:6477.60596 validation_1-mae:6682.24268 [89] validation_0-mae:6471.63135 validation_1-mae:6676.30566 [90] validation_0-mae:6465.46338 validation_1-mae:6672.48291 [91] validation_0-mae:6457.59522 validation_1-mae:6665.52393 [92] validation_0-mae:6450.43164 validation_1-mae:6662.06445 [93] validation_0-mae:6442.52686 validation_1-mae:6658.91943 [94] validation_0-mae:6435.18066 validation_1-mae:6653.57568 [95] validation_0-mae:6427.90039 validation_1-mae:6648.00293 [96] validation_0-mae:6421.48535 validation_1-mae:6644.01953 [97] validation_0-mae:6411.04785 validation_1-mae:6637.63086 [98] validation_0-mae:6403.91064 validation_1-mae:6631.30273 [99] validation_0-mae:6396.84228 validation_1-mae:6626.57568 [100] validation_0-mae:6388.18603 validation_1-mae:6619.60693 [101] validation_0-mae:6385.47559 validation_1-mae:6618.02441 [102] validation_0-mae:6377.70654 validation_1-mae:6614.89893 [103] validation_0-mae:6372.88721 validation_1-mae:6610.41455 [104] validation_0-mae:6367.11963 validation_1-mae:6606.43555 [105] validation_0-mae:6361.61133 validation_1-mae:6602.11230 [106] validation_0-mae:6354.73535 validation_1-mae:6599.43799 [107] validation_0-mae:6351.73486 validation_1-mae:6597.99072 [108] validation_0-mae:6347.29199 validation_1-mae:6595.24121 [109] validation_0-mae:6340.40186 validation_1-mae:6590.30273 [110] validation_0-mae:6332.76660 validation_1-mae:6584.79932 [111] validation_0-mae:6328.40234 validation_1-mae:6582.78516 [112] validation_0-mae:6324.09619 validation_1-mae:6578.77734 [113] validation_0-mae:6317.14746 validation_1-mae:6574.26807 [114] validation_0-mae:6312.28125 validation_1-mae:6571.00635 [115] validation_0-mae:6307.44629 validation_1-mae:6569.20459 [116] validation_0-mae:6303.75098 validation_1-mae:6566.19824 [117] validation_0-mae:6300.46240 validation_1-mae:6565.20361 [118] validation_0-mae:6285.49316 validation_1-mae:6553.80078 [119] validation_0-mae:6280.44287 validation_1-mae:6552.80664 [120] validation_0-mae:6275.94580 validation_1-mae:6550.94678 [121] validation_0-mae:6269.61475 validation_1-mae:6547.41699 [122] validation_0-mae:6265.71728 validation_1-mae:6545.79688 [123] validation_0-mae:6260.69434 validation_1-mae:6541.87988 [124] validation_0-mae:6255.40723 validation_1-mae:6537.46777 [125] validation_0-mae:6252.21533 validation_1-mae:6534.98242 [126] validation_0-mae:6248.73242 validation_1-mae:6532.58496 [127] validation_0-mae:6245.21240 validation_1-mae:6531.36523 [128] validation_0-mae:6239.31397 validation_1-mae:6528.02637 [129] validation_0-mae:6230.73389 validation_1-mae:6521.59131 [130] validation_0-mae:6222.81103 validation_1-mae:6517.46289 [131] validation_0-mae:6215.81250 validation_1-mae:6512.21924 [132] validation_0-mae:6208.52686 validation_1-mae:6505.46191 [133] validation_0-mae:6207.25000 validation_1-mae:6504.92725 [134] validation_0-mae:6200.48145 validation_1-mae:6501.28809 [135] validation_0-mae:6196.98242 validation_1-mae:6500.22607 [136] validation_0-mae:6191.95264 validation_1-mae:6496.00537 [137] validation_0-mae:6185.63721 validation_1-mae:6491.79639 [138] validation_0-mae:6179.22070 validation_1-mae:6486.77295 [139] validation_0-mae:6174.90674 validation_1-mae:6485.34473 [140] validation_0-mae:6170.86084 validation_1-mae:6483.02930 [141] validation_0-mae:6167.00098 validation_1-mae:6480.21143 [142] validation_0-mae:6162.78027 validation_1-mae:6479.42969 [143] validation_0-mae:6159.03955 validation_1-mae:6477.97998 [144] validation_0-mae:6156.55127 validation_1-mae:6476.60840 [145] validation_0-mae:6154.79004 validation_1-mae:6475.39600 [146] validation_0-mae:6150.08594 validation_1-mae:6472.94580 [147] validation_0-mae:6145.03369 validation_1-mae:6471.22998 [148] validation_0-mae:6141.25635 validation_1-mae:6469.91943 [149] validation_0-mae:6133.24268 validation_1-mae:6463.84912 [150] validation_0-mae:6129.84326 validation_1-mae:6462.25147 [151] validation_0-mae:6125.86621 validation_1-mae:6459.94092 [152] validation_0-mae:6117.30566 validation_1-mae:6452.97656 [153] validation_0-mae:6111.80615 validation_1-mae:6449.75391 [154] validation_0-mae:6105.25635 validation_1-mae:6448.39600 [155] validation_0-mae:6100.87012 validation_1-mae:6445.13184 [156] validation_0-mae:6095.81055 validation_1-mae:6442.60547 [157] validation_0-mae:6094.80420 validation_1-mae:6441.48193 [158] validation_0-mae:6091.64258 validation_1-mae:6440.60400 [159] validation_0-mae:6086.85352 validation_1-mae:6436.67334 [160] validation_0-mae:6079.98242 validation_1-mae:6431.24609 [161] validation_0-mae:6076.78516 validation_1-mae:6429.68555 [162] validation_0-mae:6073.68603 validation_1-mae:6428.73486 [163] validation_0-mae:6069.70703 validation_1-mae:6426.12695 [164] validation_0-mae:6066.64600 validation_1-mae:6424.51904 [165] validation_0-mae:6063.58154 validation_1-mae:6424.83740 [166] validation_0-mae:6060.31201 validation_1-mae:6423.21240 [167] validation_0-mae:6057.61572 validation_1-mae:6421.55615 [168] validation_0-mae:6052.45312 validation_1-mae:6419.70947 [169] validation_0-mae:6047.73926 validation_1-mae:6417.93457 [170] validation_0-mae:6045.80615 validation_1-mae:6417.26465 [171] validation_0-mae:6041.22510 validation_1-mae:6418.19971 [172] validation_0-mae:6039.63965 validation_1-mae:6418.02686 [173] validation_0-mae:6036.31836 validation_1-mae:6417.23584 [174] validation_0-mae:6032.70410 validation_1-mae:6415.50147 [175] validation_0-mae:6029.19238 validation_1-mae:6414.24268 [176] validation_0-mae:6025.88672 validation_1-mae:6413.16113 [177] validation_0-mae:6023.56934 validation_1-mae:6411.72168 [178] validation_0-mae:6021.21582 validation_1-mae:6410.59619 [179] validation_0-mae:6018.04834 validation_1-mae:6408.90283 [180] validation_0-mae:6015.53857 validation_1-mae:6407.11084 [181] validation_0-mae:6015.06055 validation_1-mae:6406.96777 [182] validation_0-mae:6008.23633 validation_1-mae:6403.51904 [183] validation_0-mae:5999.70898 validation_1-mae:6398.53174 [184] validation_0-mae:5996.48193 validation_1-mae:6397.36523 [185] validation_0-mae:5991.63135 validation_1-mae:6395.41211 [186] validation_0-mae:5989.04346 validation_1-mae:6395.58057 [187] validation_0-mae:5984.61719 validation_1-mae:6392.95264 [188] validation_0-mae:5980.36475 validation_1-mae:6391.12402 [189] validation_0-mae:5975.98926 validation_1-mae:6388.05957 [190] validation_0-mae:5969.76465 validation_1-mae:6384.98340 [191] validation_0-mae:5966.18164 validation_1-mae:6383.38525 [192] validation_0-mae:5963.09082 validation_1-mae:6382.82812 [193] validation_0-mae:5960.63672 validation_1-mae:6382.19775 [194] validation_0-mae:5959.54102 validation_1-mae:6381.56982 [195] validation_0-mae:5956.40967 validation_1-mae:6381.03320 [196] validation_0-mae:5953.78711 validation_1-mae:6379.05176 [197] validation_0-mae:5951.14551 validation_1-mae:6377.46777 [198] validation_0-mae:5948.77393 validation_1-mae:6376.11719 [199] validation_0-mae:5944.65039 validation_1-mae:6375.05127 [200] validation_0-mae:5942.31055 validation_1-mae:6374.09375 [201] validation_0-mae:5939.12744 validation_1-mae:6373.15381 [202] validation_0-mae:5935.48975 validation_1-mae:6372.64111 [203] validation_0-mae:5933.61426 validation_1-mae:6371.95410 [204] validation_0-mae:5927.83594 validation_1-mae:6370.03809 [205] validation_0-mae:5922.65967 validation_1-mae:6368.99609 [206] validation_0-mae:5918.70752 validation_1-mae:6366.41895 [207] validation_0-mae:5912.37598 validation_1-mae:6361.27051 [208] validation_0-mae:5910.04297 validation_1-mae:6360.69873 [209] validation_0-mae:5909.07812 validation_1-mae:6360.39746 [210] validation_0-mae:5906.16113 validation_1-mae:6359.88867 [211] validation_0-mae:5900.21045 validation_1-mae:6357.23340 [212] validation_0-mae:5896.07422 validation_1-mae:6355.57031 [213] validation_0-mae:5894.13623 validation_1-mae:6355.35010 [214] validation_0-mae:5891.35059 validation_1-mae:6354.39453 [215] validation_0-mae:5886.97900 validation_1-mae:6351.48047 [216] validation_0-mae:5883.60596 validation_1-mae:6351.36914 [217] validation_0-mae:5880.00342 validation_1-mae:6349.70312 [218] validation_0-mae:5878.79150 validation_1-mae:6348.99463 [219] validation_0-mae:5876.90820 validation_1-mae:6348.38867 [220] validation_0-mae:5874.62939 validation_1-mae:6346.69434 [221] validation_0-mae:5872.10400 validation_1-mae:6345.90332 [222] validation_0-mae:5867.57275 validation_1-mae:6343.36279 [223] validation_0-mae:5865.78857 validation_1-mae:6342.64697 [224] validation_0-mae:5865.01758 validation_1-mae:6342.65186 [225] validation_0-mae:5863.58057 validation_1-mae:6341.27637 [226] validation_0-mae:5860.97803 validation_1-mae:6342.11572 [227] validation_0-mae:5856.66406 validation_1-mae:6339.94873 [228] validation_0-mae:5852.91943 validation_1-mae:6336.96436 [229] validation_0-mae:5845.58594 validation_1-mae:6331.23828 [230] validation_0-mae:5839.43750 validation_1-mae:6326.94922 [231] validation_0-mae:5836.72705 validation_1-mae:6325.29395 [232] validation_0-mae:5833.36377 validation_1-mae:6323.54053 [233] validation_0-mae:5828.91455 validation_1-mae:6319.78760 [234] validation_0-mae:5825.32080 validation_1-mae:6318.88477 [235] validation_0-mae:5823.41162 validation_1-mae:6317.69482 [236] validation_0-mae:5821.31934 validation_1-mae:6316.70996 [237] validation_0-mae:5816.73242 validation_1-mae:6314.34814 [238] validation_0-mae:5815.86279 validation_1-mae:6313.90625 [239] validation_0-mae:5811.49121 validation_1-mae:6311.22998 [240] validation_0-mae:5808.39404 validation_1-mae:6310.20117 [241] validation_0-mae:5805.13330 validation_1-mae:6308.90430 [242] validation_0-mae:5803.43408 validation_1-mae:6308.60986 [243] validation_0-mae:5800.56494 validation_1-mae:6307.22656 [244] validation_0-mae:5798.26074 validation_1-mae:6305.79102 [245] validation_0-mae:5795.84180 validation_1-mae:6305.19434 [246] validation_0-mae:5794.55420 validation_1-mae:6304.54980 [247] validation_0-mae:5792.75830 validation_1-mae:6304.25342 [248] validation_0-mae:5789.75293 validation_1-mae:6303.33740 [249] validation_0-mae:5789.15283 validation_1-mae:6303.23682 [250] validation_0-mae:5784.59326 validation_1-mae:6301.32910 [251] validation_0-mae:5782.48291 validation_1-mae:6300.34082 [252] validation_0-mae:5780.14062 validation_1-mae:6299.94336 [253] validation_0-mae:5778.29834 validation_1-mae:6299.43213 [254] validation_0-mae:5776.72998 validation_1-mae:6299.47266 [255] validation_0-mae:5775.72559 validation_1-mae:6299.29004 [256] validation_0-mae:5773.73096 validation_1-mae:6298.65674 [257] validation_0-mae:5771.70215 validation_1-mae:6297.17090 [258] validation_0-mae:5770.25732 validation_1-mae:6296.20166 [259] validation_0-mae:5766.94775 validation_1-mae:6293.38330 [260] validation_0-mae:5765.38672 validation_1-mae:6293.32812 [261] validation_0-mae:5762.74414 validation_1-mae:6292.15967 [262] validation_0-mae:5760.84180 validation_1-mae:6292.64062 [263] validation_0-mae:5758.62353 validation_1-mae:6290.95215 [264] validation_0-mae:5755.70459 validation_1-mae:6290.46143 [265] validation_0-mae:5751.83398 validation_1-mae:6290.33301 [266] validation_0-mae:5748.02930 validation_1-mae:6287.47803 [267] validation_0-mae:5745.39941 validation_1-mae:6286.60889 [268] validation_0-mae:5742.47217 validation_1-mae:6284.62061 [269] validation_0-mae:5736.97705 validation_1-mae:6280.37158 [270] validation_0-mae:5733.43408 validation_1-mae:6279.27832 [271] validation_0-mae:5730.54102 validation_1-mae:6278.16455 [272] validation_0-mae:5723.48926 validation_1-mae:6275.14209 [273] validation_0-mae:5721.64062 validation_1-mae:6274.53076 [274] validation_0-mae:5720.67920 validation_1-mae:6274.86328 [275] validation_0-mae:5719.78760 validation_1-mae:6274.13916 [276] validation_0-mae:5715.82324 validation_1-mae:6271.93066 [277] validation_0-mae:5714.99512 validation_1-mae:6271.59424 [278] validation_0-mae:5713.94873 validation_1-mae:6271.44580 [279] validation_0-mae:5711.12988 validation_1-mae:6270.37647 [280] validation_0-mae:5706.86963 validation_1-mae:6268.35254 [281] validation_0-mae:5704.45312 validation_1-mae:6267.69678 [282] validation_0-mae:5702.69482 validation_1-mae:6266.58691 [283] validation_0-mae:5700.79102 validation_1-mae:6266.21680 [284] validation_0-mae:5698.29395 validation_1-mae:6264.76367 [285] validation_0-mae:5696.75537 validation_1-mae:6264.61816 [286] validation_0-mae:5696.09424 validation_1-mae:6264.37549 [287] validation_0-mae:5695.47803 validation_1-mae:6264.14062 [288] validation_0-mae:5690.74951 validation_1-mae:6262.28857 [289] validation_0-mae:5687.50439 validation_1-mae:6261.44922 [290] validation_0-mae:5685.48828 validation_1-mae:6260.49512 [291] validation_0-mae:5681.98779 validation_1-mae:6259.42969 [292] validation_0-mae:5680.81201 validation_1-mae:6258.51172 [293] validation_0-mae:5677.99609 validation_1-mae:6256.95166 [294] validation_0-mae:5675.66748 validation_1-mae:6256.33008 [295] validation_0-mae:5673.59961 validation_1-mae:6255.69385 [296] validation_0-mae:5672.67432 validation_1-mae:6255.31641 [297] validation_0-mae:5672.39355 validation_1-mae:6255.55566 [298] validation_0-mae:5670.76025 validation_1-mae:6254.97119 [299] validation_0-mae:5666.49609 validation_1-mae:6252.24707 [300] validation_0-mae:5663.90088 validation_1-mae:6251.63623 [301] validation_0-mae:5661.73242 validation_1-mae:6251.64307 [302] validation_0-mae:5660.14648 validation_1-mae:6251.40186 [303] validation_0-mae:5658.27002 validation_1-mae:6251.41504 [304] validation_0-mae:5654.53857 validation_1-mae:6251.07080 [305] validation_0-mae:5652.11084 validation_1-mae:6251.15186 [306] validation_0-mae:5650.68018 validation_1-mae:6250.98975 [307] validation_0-mae:5648.82031 validation_1-mae:6251.53076 [308] validation_0-mae:5647.25342 validation_1-mae:6250.62158 [309] validation_0-mae:5644.01904 validation_1-mae:6249.41992 [310] validation_0-mae:5643.12207 validation_1-mae:6249.01660 [311] validation_0-mae:5640.83789 validation_1-mae:6248.07422 [312] validation_0-mae:5637.75000 validation_1-mae:6247.16162 [313] validation_0-mae:5634.77734 validation_1-mae:6245.13184 [314] validation_0-mae:5631.51611 validation_1-mae:6243.73438 [315] validation_0-mae:5630.05762 validation_1-mae:6243.59326 [316] validation_0-mae:5625.92529 validation_1-mae:6243.05859 [317] validation_0-mae:5624.61523 validation_1-mae:6242.50635 [318] validation_0-mae:5622.19727 validation_1-mae:6242.17236 [319] validation_0-mae:5617.01904 validation_1-mae:6239.10938 [320] validation_0-mae:5613.09668 validation_1-mae:6237.39258 [321] validation_0-mae:5612.01709 validation_1-mae:6237.08838 [322] validation_0-mae:5611.85547 validation_1-mae:6237.31836 [323] validation_0-mae:5606.91992 validation_1-mae:6234.61670 [324] validation_0-mae:5605.77588 validation_1-mae:6233.93018 [325] validation_0-mae:5605.03955 validation_1-mae:6233.61670 [326] validation_0-mae:5602.93945 validation_1-mae:6233.18164 [327] validation_0-mae:5601.30371 validation_1-mae:6232.57715 [328] validation_0-mae:5600.76953 validation_1-mae:6232.60107 [329] validation_0-mae:5598.59766 validation_1-mae:6231.39844 [330] validation_0-mae:5594.14551 validation_1-mae:6229.55811 [331] validation_0-mae:5590.88672 validation_1-mae:6229.69580 [332] validation_0-mae:5587.76123 validation_1-mae:6228.29639 [333] validation_0-mae:5585.78174 validation_1-mae:6227.95068 [334] validation_0-mae:5583.84228 validation_1-mae:6228.14209 [335] validation_0-mae:5581.17920 validation_1-mae:6226.52637 [336] validation_0-mae:5579.10254 validation_1-mae:6225.69287 [337] validation_0-mae:5578.60840 validation_1-mae:6225.33984 [338] validation_0-mae:5576.51514 validation_1-mae:6225.50977 [339] validation_0-mae:5573.92676 validation_1-mae:6222.97217 [340] validation_0-mae:5571.31787 validation_1-mae:6222.78564 [341] validation_0-mae:5569.11377 validation_1-mae:6223.12207 [342] validation_0-mae:5567.29736 validation_1-mae:6223.15478 [343] validation_0-mae:5566.16064 validation_1-mae:6222.29883 [344] validation_0-mae:5562.20703 validation_1-mae:6220.99756 [345] validation_0-mae:5560.90381 validation_1-mae:6220.37598 [346] validation_0-mae:5558.05908 validation_1-mae:6219.61377 [347] validation_0-mae:5557.83936 validation_1-mae:6219.69092 [348] validation_0-mae:5555.32031 validation_1-mae:6219.76318 [349] validation_0-mae:5552.53027 validation_1-mae:6219.33105 [350] validation_0-mae:5549.46533 validation_1-mae:6219.10596 [351] validation_0-mae:5547.34814 validation_1-mae:6218.82080 [352] validation_0-mae:5545.00342 validation_1-mae:6217.59180 [353] validation_0-mae:5541.62891 validation_1-mae:6216.19629 [354] validation_0-mae:5539.54492 validation_1-mae:6215.84277 [355] validation_0-mae:5537.62256 validation_1-mae:6216.20166 [356] validation_0-mae:5532.91016 validation_1-mae:6213.84570 [357] validation_0-mae:5529.62793 validation_1-mae:6213.50342 [358] validation_0-mae:5528.72754 validation_1-mae:6213.44287 [359] validation_0-mae:5528.14404 validation_1-mae:6213.50830 [360] validation_0-mae:5527.60254 validation_1-mae:6213.51855 [361] validation_0-mae:5527.25586 validation_1-mae:6213.46484 [362] validation_0-mae:5525.41211 validation_1-mae:6212.35352 [363] validation_0-mae:5522.79053 validation_1-mae:6211.53662 [364] validation_0-mae:5519.10938 validation_1-mae:6210.16113 [365] validation_0-mae:5518.01660 validation_1-mae:6209.93799 [366] validation_0-mae:5514.26855 validation_1-mae:6208.30811 [367] validation_0-mae:5512.47852 validation_1-mae:6207.38135 [368] validation_0-mae:5509.76562 validation_1-mae:6206.67578 [369] validation_0-mae:5507.55713 validation_1-mae:6205.27539 [370] validation_0-mae:5505.96728 validation_1-mae:6204.85596 [371] validation_0-mae:5504.86475 validation_1-mae:6204.49561 [372] validation_0-mae:5501.99219 validation_1-mae:6203.29736 [373] validation_0-mae:5501.02002 validation_1-mae:6203.14551 [374] validation_0-mae:5496.93164 validation_1-mae:6202.53711 [375] validation_0-mae:5495.40674 validation_1-mae:6202.62012 [376] validation_0-mae:5493.02246 validation_1-mae:6202.22461 [377] validation_0-mae:5490.26367 validation_1-mae:6202.16309 [378] validation_0-mae:5487.12061 validation_1-mae:6200.71973 [379] validation_0-mae:5481.70215 validation_1-mae:6199.19238 [380] validation_0-mae:5480.19043 validation_1-mae:6199.00830 [381] validation_0-mae:5478.77588 validation_1-mae:6198.48877 [382] validation_0-mae:5477.40137 validation_1-mae:6198.49609 [383] validation_0-mae:5474.57520 validation_1-mae:6197.54688 [384] validation_0-mae:5472.26221 validation_1-mae:6197.12988 [385] validation_0-mae:5469.59717 validation_1-mae:6195.50732 [386] validation_0-mae:5466.41357 validation_1-mae:6194.50977 [387] validation_0-mae:5464.02100 validation_1-mae:6194.13477 [388] validation_0-mae:5462.90332 validation_1-mae:6193.02051 [389] validation_0-mae:5460.00439 validation_1-mae:6191.72510 [390] validation_0-mae:5458.12598 validation_1-mae:6191.57617 [391] validation_0-mae:5456.04834 validation_1-mae:6191.67285 [392] validation_0-mae:5453.75635 validation_1-mae:6191.20605 [393] validation_0-mae:5452.96533 validation_1-mae:6190.58203 [394] validation_0-mae:5447.91016 validation_1-mae:6189.00195 [395] validation_0-mae:5445.83398 validation_1-mae:6187.91846 [396] validation_0-mae:5444.22900 validation_1-mae:6187.14551 [397] validation_0-mae:5443.80664 validation_1-mae:6187.27686 [398] validation_0-mae:5443.30615 validation_1-mae:6186.87353 [399] validation_0-mae:5441.99414 validation_1-mae:6186.78760 [400] validation_0-mae:5440.99365 validation_1-mae:6186.05811 [401] validation_0-mae:5439.57031 validation_1-mae:6185.00000 [402] validation_0-mae:5436.87793 validation_1-mae:6184.86572 [403] validation_0-mae:5435.43701 validation_1-mae:6184.53760 [404] validation_0-mae:5434.79541 validation_1-mae:6184.52295 [405] validation_0-mae:5430.78272 validation_1-mae:6182.48291 [406] validation_0-mae:5428.43799 validation_1-mae:6181.40186 [407] validation_0-mae:5426.76123 validation_1-mae:6181.19580 [408] validation_0-mae:5425.57080 validation_1-mae:6180.73779 [409] validation_0-mae:5423.78809 validation_1-mae:6180.00098 [410] validation_0-mae:5422.84033 validation_1-mae:6179.93164 [411] validation_0-mae:5419.52295 validation_1-mae:6178.20068 [412] validation_0-mae:5416.65430 validation_1-mae:6176.58252 [413] validation_0-mae:5414.29395 validation_1-mae:6175.28272 [414] validation_0-mae:5412.43115 validation_1-mae:6173.92383 [415] validation_0-mae:5411.61670 validation_1-mae:6174.09814 [416] validation_0-mae:5410.07764 validation_1-mae:6173.88232 [417] validation_0-mae:5405.86572 validation_1-mae:6173.63770 [418] validation_0-mae:5404.34766 validation_1-mae:6174.16162 [419] validation_0-mae:5403.26172 validation_1-mae:6173.60107 [420] validation_0-mae:5402.83936 validation_1-mae:6173.43701 [421] validation_0-mae:5402.08643 validation_1-mae:6173.03662 [422] validation_0-mae:5401.69238 validation_1-mae:6173.12158 [423] validation_0-mae:5399.77393 validation_1-mae:6173.92480 [424] validation_0-mae:5397.61914 validation_1-mae:6173.23193 [425] validation_0-mae:5395.31152 validation_1-mae:6172.55420 [426] validation_0-mae:5393.52100 validation_1-mae:6171.97900 [427] validation_0-mae:5391.30762 validation_1-mae:6171.61816 [428] validation_0-mae:5390.29443 validation_1-mae:6171.79834 [429] validation_0-mae:5388.21533 validation_1-mae:6171.76562 [430] validation_0-mae:5384.34814 validation_1-mae:6172.45312 [431] validation_0-mae:5380.87402 validation_1-mae:6170.65186 [432] validation_0-mae:5379.03857 validation_1-mae:6170.47022 [433] validation_0-mae:5377.52637 validation_1-mae:6169.71875 [434] validation_0-mae:5374.04102 validation_1-mae:6167.74072 [435] validation_0-mae:5373.45020 validation_1-mae:6167.84180 [436] validation_0-mae:5372.02100 validation_1-mae:6167.40430 [437] validation_0-mae:5370.29688 validation_1-mae:6166.67773 [438] validation_0-mae:5368.70850 validation_1-mae:6166.84522 [439] validation_0-mae:5367.35645 validation_1-mae:6166.33105 [440] validation_0-mae:5366.87500 validation_1-mae:6166.27393 [441] validation_0-mae:5365.73340 validation_1-mae:6165.25293 [442] validation_0-mae:5364.90820 validation_1-mae:6165.13281 [443] validation_0-mae:5363.64893 validation_1-mae:6164.98535 [444] validation_0-mae:5362.52588 validation_1-mae:6165.79004 [445] validation_0-mae:5358.47168 validation_1-mae:6165.07861 [446] validation_0-mae:5356.47119 validation_1-mae:6164.48730 [447] validation_0-mae:5355.66162 validation_1-mae:6164.78418 [448] validation_0-mae:5354.14502 validation_1-mae:6163.54639 [449] validation_0-mae:5349.67285 validation_1-mae:6161.30762 [450] validation_0-mae:5347.86035 validation_1-mae:6161.01758 [451] validation_0-mae:5345.18164 validation_1-mae:6160.42773 [452] validation_0-mae:5343.33838 validation_1-mae:6159.28613 [453] validation_0-mae:5339.88428 validation_1-mae:6157.98730 [454] validation_0-mae:5336.81982 validation_1-mae:6156.45020 [455] validation_0-mae:5335.08984 validation_1-mae:6156.54492 [456] validation_0-mae:5333.14111 validation_1-mae:6155.64893 [457] validation_0-mae:5331.52393 validation_1-mae:6155.74023 [458] validation_0-mae:5330.82227 validation_1-mae:6155.65039 [459] validation_0-mae:5330.15967 validation_1-mae:6155.60107 [460] validation_0-mae:5329.99219 validation_1-mae:6155.56836 [461] validation_0-mae:5328.69434 validation_1-mae:6155.94482 [462] validation_0-mae:5325.90039 validation_1-mae:6156.05908 [463] validation_0-mae:5323.53613 validation_1-mae:6155.77490 [464] validation_0-mae:5321.48145 validation_1-mae:6154.79248 [465] validation_0-mae:5319.16602 validation_1-mae:6153.66406 [466] validation_0-mae:5317.98096 validation_1-mae:6152.97900 [467] validation_0-mae:5315.75195 validation_1-mae:6152.08691 [468] validation_0-mae:5313.56689 validation_1-mae:6151.18115 [469] validation_0-mae:5311.17529 validation_1-mae:6148.99902 [470] validation_0-mae:5308.93213 validation_1-mae:6149.63525 [471] validation_0-mae:5307.16016 validation_1-mae:6149.69482 [472] validation_0-mae:5306.90332 validation_1-mae:6149.43945 [473] validation_0-mae:5305.31397 validation_1-mae:6149.34814 [474] validation_0-mae:5303.54883 validation_1-mae:6149.56738 [475] validation_0-mae:5302.33887 validation_1-mae:6149.96826 [476] validation_0-mae:5300.88184 validation_1-mae:6149.27393 [477] validation_0-mae:5299.31982 validation_1-mae:6148.43652 [478] validation_0-mae:5297.54102 validation_1-mae:6148.47363 [479] validation_0-mae:5295.63672 validation_1-mae:6148.02588 [480] validation_0-mae:5293.37061 validation_1-mae:6146.71387 [481] validation_0-mae:5291.25000 validation_1-mae:6145.80225 [482] validation_0-mae:5290.19922 validation_1-mae:6145.50830 [483] validation_0-mae:5288.62842 validation_1-mae:6145.30225 [484] validation_0-mae:5285.72119 validation_1-mae:6143.92578 [485] validation_0-mae:5282.58105 validation_1-mae:6142.99365 [486] validation_0-mae:5279.26660 validation_1-mae:6141.83691 [487] validation_0-mae:5275.81494 validation_1-mae:6140.37939 [488] validation_0-mae:5274.52295 validation_1-mae:6140.01953 [489] validation_0-mae:5272.73438 validation_1-mae:6138.90381 [490] validation_0-mae:5270.19531 validation_1-mae:6138.45508 [491] validation_0-mae:5268.59717 validation_1-mae:6137.66309 [492] validation_0-mae:5267.53711 validation_1-mae:6137.73584 [493] validation_0-mae:5267.38818 validation_1-mae:6137.86719 [494] validation_0-mae:5267.24951 validation_1-mae:6137.80713 [495] validation_0-mae:5265.77344 validation_1-mae:6137.75586 [496] validation_0-mae:5264.69531 validation_1-mae:6137.98828 [497] validation_0-mae:5264.36572 validation_1-mae:6137.83936 [498] validation_0-mae:5263.18994 validation_1-mae:6137.89648 [499] validation_0-mae:5262.16455 validation_1-mae:6137.62256 [500] validation_0-mae:5260.78711 validation_1-mae:6137.73535 [501] validation_0-mae:5259.72022 validation_1-mae:6137.73486 [502] validation_0-mae:5258.66016 validation_1-mae:6137.83594 [503] validation_0-mae:5255.78467 validation_1-mae:6136.55615 [504] validation_0-mae:5254.50488 validation_1-mae:6135.85498 [505] validation_0-mae:5252.99707 validation_1-mae:6136.26416 [506] validation_0-mae:5251.73828 validation_1-mae:6136.35352 [507] validation_0-mae:5250.21143 validation_1-mae:6136.83252 [508] validation_0-mae:5249.77588 validation_1-mae:6136.84668 [509] validation_0-mae:5249.26807 validation_1-mae:6136.39697 [510] validation_0-mae:5247.76562 validation_1-mae:6135.89502 [511] validation_0-mae:5245.28760 validation_1-mae:6134.90527 [512] validation_0-mae:5242.85352 validation_1-mae:6134.22998 [513] validation_0-mae:5240.96191 validation_1-mae:6133.70312 [514] validation_0-mae:5239.48145 validation_1-mae:6132.49853 [515] validation_0-mae:5237.46582 validation_1-mae:6132.63867 [516] validation_0-mae:5234.88135 validation_1-mae:6132.13477 [517] validation_0-mae:5233.06738 validation_1-mae:6131.74121 [518] validation_0-mae:5232.14355 validation_1-mae:6131.77539 [519] validation_0-mae:5230.95703 validation_1-mae:6131.83789 [520] validation_0-mae:5230.49609 validation_1-mae:6131.61719 [521] validation_0-mae:5229.18603 validation_1-mae:6130.91943 [522] validation_0-mae:5228.48389 validation_1-mae:6130.55518 [523] validation_0-mae:5226.81152 validation_1-mae:6130.41553 [524] validation_0-mae:5225.96338 validation_1-mae:6130.01514 [525] validation_0-mae:5222.95898 validation_1-mae:6129.75977 [526] validation_0-mae:5222.88867 validation_1-mae:6129.83691 [527] validation_0-mae:5219.89697 validation_1-mae:6129.07568 [528] validation_0-mae:5218.77295 validation_1-mae:6129.24414 [529] validation_0-mae:5218.29736 validation_1-mae:6129.21631 [530] validation_0-mae:5215.69824 validation_1-mae:6129.43799 [531] validation_0-mae:5214.15283 validation_1-mae:6129.16357 [532] validation_0-mae:5213.44238 validation_1-mae:6129.15527 [533] validation_0-mae:5213.16748 validation_1-mae:6128.87500 [534] validation_0-mae:5212.56787 validation_1-mae:6128.87744 [535] validation_0-mae:5210.02832 validation_1-mae:6127.80811 [536] validation_0-mae:5208.90820 validation_1-mae:6128.26074 [537] validation_0-mae:5205.82520 validation_1-mae:6127.91602 [538] validation_0-mae:5203.29199 validation_1-mae:6127.02295 [539] validation_0-mae:5201.73096 validation_1-mae:6126.48828 [540] validation_0-mae:5200.75195 validation_1-mae:6125.78760 [541] validation_0-mae:5199.83008 validation_1-mae:6126.10205 [542] validation_0-mae:5198.66846 validation_1-mae:6125.42236 [543] validation_0-mae:5196.41504 validation_1-mae:6124.98633 [544] validation_0-mae:5192.74365 validation_1-mae:6125.27686 [545] validation_0-mae:5191.40967 validation_1-mae:6124.78223 [546] validation_0-mae:5189.90967 validation_1-mae:6125.18164 [547] validation_0-mae:5187.09766 validation_1-mae:6125.67969 [548] validation_0-mae:5186.22900 validation_1-mae:6125.71436 [549] validation_0-mae:5184.67676 validation_1-mae:6124.94336 [550] validation_0-mae:5183.20117 validation_1-mae:6124.83154 [551] validation_0-mae:5181.06103 validation_1-mae:6124.00244 [552] validation_0-mae:5179.17480 validation_1-mae:6123.37988 [553] validation_0-mae:5178.28955 validation_1-mae:6122.86572 [554] validation_0-mae:5178.28662 validation_1-mae:6123.02295 [555] validation_0-mae:5177.66309 validation_1-mae:6123.04883 [556] validation_0-mae:5176.48730 validation_1-mae:6122.57861 [557] validation_0-mae:5176.13281 validation_1-mae:6122.43506 [558] validation_0-mae:5175.56103 validation_1-mae:6122.34619 [559] validation_0-mae:5175.37598 validation_1-mae:6122.25781 [560] validation_0-mae:5173.63672 validation_1-mae:6121.85352 [561] validation_0-mae:5172.04639 validation_1-mae:6121.33789 [562] validation_0-mae:5169.92236 validation_1-mae:6120.38037 [563] validation_0-mae:5167.78027 validation_1-mae:6119.71973 [564] validation_0-mae:5165.77930 validation_1-mae:6118.81250 [565] validation_0-mae:5162.16699 validation_1-mae:6117.66162 [566] validation_0-mae:5161.47119 validation_1-mae:6117.54297 [567] validation_0-mae:5159.71728 validation_1-mae:6116.55176 [568] validation_0-mae:5159.54980 validation_1-mae:6116.67676 [569] validation_0-mae:5158.39648 validation_1-mae:6116.88770 [570] validation_0-mae:5157.38721 validation_1-mae:6116.60791 [571] validation_0-mae:5156.37647 validation_1-mae:6116.46045 [572] validation_0-mae:5155.53564 validation_1-mae:6117.15674 [573] validation_0-mae:5152.36719 validation_1-mae:6115.45068 [574] validation_0-mae:5150.67578 validation_1-mae:6114.55127 [575] validation_0-mae:5147.58057 validation_1-mae:6113.04980 [576] validation_0-mae:5145.94727 validation_1-mae:6112.53369 [577] validation_0-mae:5143.68555 validation_1-mae:6111.14062 [578] validation_0-mae:5142.94531 validation_1-mae:6110.87598 [579] validation_0-mae:5139.69824 validation_1-mae:6109.76270 [580] validation_0-mae:5137.95068 validation_1-mae:6110.40088 [581] validation_0-mae:5136.82275 validation_1-mae:6110.83057 [582] validation_0-mae:5135.82129 validation_1-mae:6110.44336 [583] validation_0-mae:5134.44971 validation_1-mae:6109.93848 [584] validation_0-mae:5132.94434 validation_1-mae:6109.41504 [585] validation_0-mae:5132.54346 validation_1-mae:6109.32422 [586] validation_0-mae:5132.12549 validation_1-mae:6109.10840 [587] validation_0-mae:5131.78223 validation_1-mae:6108.64844 [588] validation_0-mae:5130.97607 validation_1-mae:6108.16846 [589] validation_0-mae:5129.43018 validation_1-mae:6107.88965 [590] validation_0-mae:5128.76465 validation_1-mae:6107.67139 [591] validation_0-mae:5125.96143 validation_1-mae:6106.84522 [592] validation_0-mae:5124.23730 validation_1-mae:6106.66943 [593] validation_0-mae:5123.36328 validation_1-mae:6106.33350 [594] validation_0-mae:5120.97754 validation_1-mae:6105.17236 [595] validation_0-mae:5120.10303 validation_1-mae:6105.25391 [596] validation_0-mae:5118.39600 validation_1-mae:6104.41699 [597] validation_0-mae:5117.63037 validation_1-mae:6104.22266 [598] validation_0-mae:5116.60840 validation_1-mae:6103.66064 [599] validation_0-mae:5115.25000 validation_1-mae:6103.62891 [600] validation_0-mae:5113.68799 validation_1-mae:6102.98975 [601] validation_0-mae:5113.07666 validation_1-mae:6102.86523 [602] validation_0-mae:5111.39941 validation_1-mae:6102.43359 [603] validation_0-mae:5110.83203 validation_1-mae:6102.32178 [604] validation_0-mae:5108.55908 validation_1-mae:6101.61768 [605] validation_0-mae:5106.02051 validation_1-mae:6100.82227 [606] validation_0-mae:5104.65967 validation_1-mae:6100.38477 [607] validation_0-mae:5103.42578 validation_1-mae:6099.75488 [608] validation_0-mae:5101.96631 validation_1-mae:6099.62793 [609] validation_0-mae:5100.24512 validation_1-mae:6099.49121 [610] validation_0-mae:5098.94141 validation_1-mae:6099.26709 [611] validation_0-mae:5098.28613 validation_1-mae:6098.52295 [612] validation_0-mae:5097.99316 validation_1-mae:6098.41846 [613] validation_0-mae:5096.68555 validation_1-mae:6098.64355 [614] validation_0-mae:5096.18115 validation_1-mae:6098.74268 [615] validation_0-mae:5095.97412 validation_1-mae:6098.74268 [616] validation_0-mae:5094.68018 validation_1-mae:6098.52734 [617] validation_0-mae:5093.45361 validation_1-mae:6098.25928 [618] validation_0-mae:5092.76660 validation_1-mae:6098.13672 [619] validation_0-mae:5090.90332 validation_1-mae:6097.46484 [620] validation_0-mae:5090.09424 validation_1-mae:6097.67139 [621] validation_0-mae:5089.68848 validation_1-mae:6097.57764 [622] validation_0-mae:5088.94092 validation_1-mae:6097.81348 [623] validation_0-mae:5086.28955 validation_1-mae:6096.82861 [624] validation_0-mae:5085.14404 validation_1-mae:6096.68262 [625] validation_0-mae:5083.31543 validation_1-mae:6095.94434 [626] validation_0-mae:5081.95410 validation_1-mae:6095.76709 [627] validation_0-mae:5081.90869 validation_1-mae:6095.79053 [628] validation_0-mae:5081.40625 validation_1-mae:6095.84082 [629] validation_0-mae:5078.54590 validation_1-mae:6094.81641 [630] validation_0-mae:5076.58301 validation_1-mae:6094.31934 [631] validation_0-mae:5074.97363 validation_1-mae:6093.51660 [632] validation_0-mae:5074.20605 validation_1-mae:6093.64258 [633] validation_0-mae:5072.87500 validation_1-mae:6093.36865 [634] validation_0-mae:5069.15430 validation_1-mae:6092.25439 [635] validation_0-mae:5068.10205 validation_1-mae:6092.15625 [636] validation_0-mae:5066.43457 validation_1-mae:6091.85693 [637] validation_0-mae:5064.30762 validation_1-mae:6091.32617 [638] validation_0-mae:5062.83887 validation_1-mae:6091.05566 [639] validation_0-mae:5061.43848 validation_1-mae:6090.64600 [640] validation_0-mae:5058.90772 validation_1-mae:6090.78125 [641] validation_0-mae:5057.46436 validation_1-mae:6090.46533 [642] validation_0-mae:5056.31787 validation_1-mae:6090.56201 [643] validation_0-mae:5054.44727 validation_1-mae:6090.26709 [644] validation_0-mae:5053.24268 validation_1-mae:6090.23730 [645] validation_0-mae:5052.41797 validation_1-mae:6090.65576 [646] validation_0-mae:5051.33496 validation_1-mae:6091.07080 [647] validation_0-mae:5051.13135 validation_1-mae:6091.09082 [648] validation_0-mae:5050.47363 validation_1-mae:6091.19580 [649] validation_0-mae:5049.45361 validation_1-mae:6091.47559 [650] validation_0-mae:5048.17041 validation_1-mae:6092.04395 [651] validation_0-mae:5046.35156 validation_1-mae:6091.44971 [652] validation_0-mae:5045.15869 validation_1-mae:6091.55176 [653] validation_0-mae:5043.18311 validation_1-mae:6091.02100 [654] validation_0-mae:5041.71973 validation_1-mae:6091.18701 [655] validation_0-mae:5040.86816 validation_1-mae:6091.35547 [656] validation_0-mae:5040.28516 validation_1-mae:6091.05566 [657] validation_0-mae:5039.16406 validation_1-mae:6091.03320 [658] validation_0-mae:5037.51172 validation_1-mae:6090.79199 [659] validation_0-mae:5037.11035 validation_1-mae:6090.89893 [660] validation_0-mae:5034.49853 validation_1-mae:6090.05029 [661] validation_0-mae:5032.23291 validation_1-mae:6089.28467 [662] validation_0-mae:5031.21777 validation_1-mae:6088.43994 [663] validation_0-mae:5029.45215 validation_1-mae:6087.96973 [664] validation_0-mae:5028.68652 validation_1-mae:6087.50879 [665] validation_0-mae:5028.22656 validation_1-mae:6087.49365 [666] validation_0-mae:5026.97412 validation_1-mae:6087.04199 [667] validation_0-mae:5025.53760 validation_1-mae:6086.91992 [668] validation_0-mae:5023.95264 validation_1-mae:6086.25049 [669] validation_0-mae:5023.16016 validation_1-mae:6086.35791 [670] validation_0-mae:5022.30615 validation_1-mae:6086.35645 [671] validation_0-mae:5020.76172 validation_1-mae:6086.19092 [672] validation_0-mae:5019.53272 validation_1-mae:6086.35107 [673] validation_0-mae:5017.50244 validation_1-mae:6085.64990 [674] validation_0-mae:5015.91602 validation_1-mae:6084.40430 [675] validation_0-mae:5012.09228 validation_1-mae:6081.95996 [676] validation_0-mae:5010.32959 validation_1-mae:6081.70996 [677] validation_0-mae:5010.17969 validation_1-mae:6081.79688 [678] validation_0-mae:5009.87842 validation_1-mae:6082.03027 [679] validation_0-mae:5007.10547 validation_1-mae:6080.44580 [680] validation_0-mae:5006.03027 validation_1-mae:6080.15723 [681] validation_0-mae:5003.45361 validation_1-mae:6079.46631 [682] validation_0-mae:5002.59668 validation_1-mae:6079.71338 [683] validation_0-mae:4999.96728 validation_1-mae:6077.85010 [684] validation_0-mae:4997.72022 validation_1-mae:6076.35303 [685] validation_0-mae:4996.89404 validation_1-mae:6076.25244 [686] validation_0-mae:4994.64600 validation_1-mae:6074.98828 [687] validation_0-mae:4993.21045 validation_1-mae:6074.79736 [688] validation_0-mae:4992.26123 validation_1-mae:6074.09619 [689] validation_0-mae:4989.09375 validation_1-mae:6072.99121 [690] validation_0-mae:4988.66992 validation_1-mae:6073.03223 [691] validation_0-mae:4987.53467 validation_1-mae:6072.20752 [692] validation_0-mae:4986.55225 validation_1-mae:6072.37939 [693] validation_0-mae:4983.87012 validation_1-mae:6072.68506 [694] validation_0-mae:4982.12305 validation_1-mae:6072.18262 [695] validation_0-mae:4979.75391 validation_1-mae:6072.15576 [696] validation_0-mae:4978.63818 validation_1-mae:6072.62549 [697] validation_0-mae:4975.83594 validation_1-mae:6071.57422 [698] validation_0-mae:4974.59277 validation_1-mae:6071.14600 [699] validation_0-mae:4973.45312 validation_1-mae:6070.62109 [700] validation_0-mae:4972.81055 validation_1-mae:6070.30469 [701] validation_0-mae:4972.10303 validation_1-mae:6070.27002 [702] validation_0-mae:4971.97363 validation_1-mae:6070.20508 [703] validation_0-mae:4971.33252 validation_1-mae:6070.58691 [704] validation_0-mae:4970.48486 validation_1-mae:6070.83447 [705] validation_0-mae:4969.88281 validation_1-mae:6070.65332 [706] validation_0-mae:4968.67529 validation_1-mae:6070.50098 [707] validation_0-mae:4968.19141 validation_1-mae:6070.36328 [708] validation_0-mae:4967.81445 validation_1-mae:6070.63965 [709] validation_0-mae:4967.15869 validation_1-mae:6070.55908 [710] validation_0-mae:4966.37647 validation_1-mae:6070.59717 [711] validation_0-mae:4964.50439 validation_1-mae:6070.60938 [712] validation_0-mae:4962.30811 validation_1-mae:6071.22656 [713] validation_0-mae:4960.06982 validation_1-mae:6070.99023 [714] validation_0-mae:4957.88135 validation_1-mae:6069.66699 [715] validation_0-mae:4955.80664 validation_1-mae:6068.89746 [716] validation_0-mae:4952.88574 validation_1-mae:6069.96582 [717] validation_0-mae:4951.86084 validation_1-mae:6069.86084 [718] validation_0-mae:4950.30957 validation_1-mae:6069.51904 [719] validation_0-mae:4949.48291 validation_1-mae:6069.39453 [720] validation_0-mae:4948.39258 validation_1-mae:6069.45264 [721] validation_0-mae:4945.71973 validation_1-mae:6070.30957 [722] validation_0-mae:4944.51514 validation_1-mae:6070.35156 [723] validation_0-mae:4943.81397 validation_1-mae:6070.37500 [724] validation_0-mae:4942.32227 validation_1-mae:6069.87647 [725] validation_0-mae:4940.67480 validation_1-mae:6069.73096 [726] validation_0-mae:4939.34131 validation_1-mae:6069.15283 [727] validation_0-mae:4939.21777 validation_1-mae:6069.16895 [728] validation_0-mae:4937.84131 validation_1-mae:6068.96045 [729] validation_0-mae:4936.16846 validation_1-mae:6068.36377 [730] validation_0-mae:4935.32666 validation_1-mae:6068.09912 [731] validation_0-mae:4934.21240 validation_1-mae:6067.69971 [732] validation_0-mae:4931.71484 validation_1-mae:6067.11133 [733] validation_0-mae:4929.69678 validation_1-mae:6066.79297 [734] validation_0-mae:4927.20508 validation_1-mae:6066.26611 [735] validation_0-mae:4926.04102 validation_1-mae:6066.51367 [736] validation_0-mae:4923.86865 validation_1-mae:6066.47266 [737] validation_0-mae:4922.10352 validation_1-mae:6065.81836 [738] validation_0-mae:4920.86865 validation_1-mae:6065.50732 [739] validation_0-mae:4920.02100 validation_1-mae:6065.48730 [740] validation_0-mae:4918.86963 validation_1-mae:6065.49072 [741] validation_0-mae:4917.55371 validation_1-mae:6065.38037 [742] validation_0-mae:4917.40478 validation_1-mae:6065.29639 [743] validation_0-mae:4916.76611 validation_1-mae:6065.09912 [744] validation_0-mae:4915.94336 validation_1-mae:6065.19629 [745] validation_0-mae:4915.37500 validation_1-mae:6065.20020 [746] validation_0-mae:4914.63428 validation_1-mae:6065.29736 [747] validation_0-mae:4912.91748 validation_1-mae:6065.16650 [748] validation_0-mae:4911.09717 validation_1-mae:6064.53809 [749] validation_0-mae:4910.19189 validation_1-mae:6063.79932 [750] validation_0-mae:4909.68897 validation_1-mae:6063.73779 [751] validation_0-mae:4906.02051 validation_1-mae:6064.15918 [752] validation_0-mae:4904.58740 validation_1-mae:6063.68652 [753] validation_0-mae:4902.70068 validation_1-mae:6063.50977 [754] validation_0-mae:4900.94873 validation_1-mae:6063.07471 [755] validation_0-mae:4898.79834 validation_1-mae:6062.35254 [756] validation_0-mae:4898.30664 validation_1-mae:6062.34766 [757] validation_0-mae:4897.04785 validation_1-mae:6062.25635 [758] validation_0-mae:4896.06982 validation_1-mae:6062.08154 [759] validation_0-mae:4894.17383 validation_1-mae:6061.32861 [760] validation_0-mae:4891.54297 validation_1-mae:6061.55811 [761] validation_0-mae:4889.58838 validation_1-mae:6060.32666 [762] validation_0-mae:4888.60742 validation_1-mae:6059.93164 [763] validation_0-mae:4887.70508 validation_1-mae:6059.75781 [764] validation_0-mae:4886.79102 validation_1-mae:6059.45508 [765] validation_0-mae:4885.46680 validation_1-mae:6059.08691 [766] validation_0-mae:4884.27295 validation_1-mae:6059.46338 [767] validation_0-mae:4883.05176 validation_1-mae:6058.75879 [768] validation_0-mae:4882.21387 validation_1-mae:6057.89746 [769] validation_0-mae:4881.03174 validation_1-mae:6058.10303 [770] validation_0-mae:4880.16260 validation_1-mae:6057.75342 [771] validation_0-mae:4879.47412 validation_1-mae:6057.49902 [772] validation_0-mae:4875.35547 validation_1-mae:6054.66650 [773] validation_0-mae:4873.39502 validation_1-mae:6054.63281 [774] validation_0-mae:4871.59570 validation_1-mae:6055.04639 [775] validation_0-mae:4869.82764 validation_1-mae:6055.18750 [776] validation_0-mae:4867.94775 validation_1-mae:6054.76611 [777] validation_0-mae:4865.38037 validation_1-mae:6054.87744 [778] validation_0-mae:4864.34814 validation_1-mae:6054.44287 [779] validation_0-mae:4862.80664 validation_1-mae:6054.08643 [780] validation_0-mae:4861.48584 validation_1-mae:6054.14697 [781] validation_0-mae:4860.54102 validation_1-mae:6054.30273 [782] validation_0-mae:4860.05371 validation_1-mae:6054.48828 [783] validation_0-mae:4859.13965 validation_1-mae:6054.08252 [784] validation_0-mae:4857.12256 validation_1-mae:6053.94580 [785] validation_0-mae:4855.11279 validation_1-mae:6054.43555 [786] validation_0-mae:4854.09814 validation_1-mae:6054.60059 [787] validation_0-mae:4853.50781 validation_1-mae:6054.21826 [788] validation_0-mae:4851.46875 validation_1-mae:6054.39844 [789] validation_0-mae:4849.68555 validation_1-mae:6054.67334 [790] validation_0-mae:4846.29346 validation_1-mae:6052.90576 [791] validation_0-mae:4845.63281 validation_1-mae:6053.01611 [792] validation_0-mae:4845.12500 validation_1-mae:6053.66406 [793] validation_0-mae:4844.78711 validation_1-mae:6054.11426 [794] validation_0-mae:4844.68066 validation_1-mae:6054.06152 [795] validation_0-mae:4843.94189 validation_1-mae:6053.91602 [796] validation_0-mae:4841.72412 validation_1-mae:6053.11719 [797] validation_0-mae:4839.23779 validation_1-mae:6053.61670 [798] validation_0-mae:4838.60596 validation_1-mae:6053.39111 [799] validation_0-mae:4837.02148 validation_1-mae:6052.80176 [800] validation_0-mae:4834.53906 validation_1-mae:6053.39062 [801] validation_0-mae:4833.30859 validation_1-mae:6053.08203 [802] validation_0-mae:4831.47363 validation_1-mae:6052.17578 [803] validation_0-mae:4829.99951 validation_1-mae:6053.03076 [804] validation_0-mae:4828.90576 validation_1-mae:6053.10791 [805] validation_0-mae:4827.97510 validation_1-mae:6053.49756 [806] validation_0-mae:4827.13623 validation_1-mae:6053.79443 [807] validation_0-mae:4824.25586 validation_1-mae:6053.85791 [808] validation_0-mae:4822.64893 validation_1-mae:6053.71387 [809] validation_0-mae:4821.60547 validation_1-mae:6053.69580 [810] validation_0-mae:4818.97559 validation_1-mae:6052.27930 [811] validation_0-mae:4816.65478 validation_1-mae:6052.00342 [812] validation_0-mae:4814.67578 validation_1-mae:6050.64795 [813] validation_0-mae:4812.92480 validation_1-mae:6050.24219 [814] validation_0-mae:4811.08643 validation_1-mae:6049.97168 [815] validation_0-mae:4808.26660 validation_1-mae:6047.58203 [816] validation_0-mae:4806.23877 validation_1-mae:6047.85400 [817] validation_0-mae:4804.86475 validation_1-mae:6047.47559 [818] validation_0-mae:4803.92236 validation_1-mae:6048.06982 [819] validation_0-mae:4803.06836 validation_1-mae:6047.66602 [820] validation_0-mae:4801.75293 validation_1-mae:6047.24756 [821] validation_0-mae:4800.35498 validation_1-mae:6046.88135 [822] validation_0-mae:4799.29053 validation_1-mae:6046.39648 [823] validation_0-mae:4797.53662 validation_1-mae:6046.80518 [824] validation_0-mae:4795.27148 validation_1-mae:6046.82324 [825] validation_0-mae:4794.08545 validation_1-mae:6045.68750 [826] validation_0-mae:4792.55029 validation_1-mae:6045.26172 [827] validation_0-mae:4792.04053 validation_1-mae:6045.30762 [828] validation_0-mae:4790.93897 validation_1-mae:6045.12744 [829] validation_0-mae:4789.81445 validation_1-mae:6044.55127 [830] validation_0-mae:4787.93262 validation_1-mae:6043.88135 [831] validation_0-mae:4787.11914 validation_1-mae:6044.13379 [832] validation_0-mae:4785.25586 validation_1-mae:6044.45508 [833] validation_0-mae:4784.50830 validation_1-mae:6044.44629 [834] validation_0-mae:4782.72022 validation_1-mae:6044.03857 [835] validation_0-mae:4781.79834 validation_1-mae:6044.00537 [836] validation_0-mae:4779.85059 validation_1-mae:6043.50342 [837] validation_0-mae:4778.96436 validation_1-mae:6043.53906 [838] validation_0-mae:4778.77002 validation_1-mae:6043.56055 [839] validation_0-mae:4778.04492 validation_1-mae:6043.54688 [840] validation_0-mae:4775.80371 validation_1-mae:6043.42383 [841] validation_0-mae:4774.79346 validation_1-mae:6043.81250 [842] validation_0-mae:4774.07178 validation_1-mae:6043.95215 [843] validation_0-mae:4773.38672 validation_1-mae:6044.10156 [844] validation_0-mae:4772.38037 validation_1-mae:6044.93750 [845] validation_0-mae:4772.22900 validation_1-mae:6045.02002 [846] validation_0-mae:4771.71777 validation_1-mae:6045.21094 [847] validation_0-mae:4771.62744 validation_1-mae:6045.16797 [848] validation_0-mae:4770.13428 validation_1-mae:6044.34668 [849] validation_0-mae:4768.76074 validation_1-mae:6043.90381 [850] validation_0-mae:4766.00342 validation_1-mae:6044.92920 [851] validation_0-mae:4764.00147 validation_1-mae:6044.18945 [852] validation_0-mae:4762.13770 validation_1-mae:6043.82129 [853] validation_0-mae:4761.80176 validation_1-mae:6043.65576 [854] validation_0-mae:4760.72900 validation_1-mae:6042.78760 [855] validation_0-mae:4759.98096 validation_1-mae:6043.56152 [856] validation_0-mae:4757.18994 validation_1-mae:6043.87305 [857] validation_0-mae:4756.11230 validation_1-mae:6044.03613 [858] validation_0-mae:4755.46338 validation_1-mae:6043.62598 [859] validation_0-mae:4754.95068 validation_1-mae:6043.48975 [860] validation_0-mae:4754.29639 validation_1-mae:6043.21582 [861] validation_0-mae:4754.26953 validation_1-mae:6043.46728 [862] validation_0-mae:4752.83398 validation_1-mae:6043.08740 [863] validation_0-mae:4752.10352 validation_1-mae:6043.29834 [864] validation_0-mae:4751.48096 validation_1-mae:6043.06103 [865] validation_0-mae:4750.23291 validation_1-mae:6042.77148 [866] validation_0-mae:4748.35254 validation_1-mae:6042.46631 [867] validation_0-mae:4747.37549 validation_1-mae:6042.48096 [868] validation_0-mae:4746.39307 validation_1-mae:6042.54443 [869] validation_0-mae:4744.12891 validation_1-mae:6042.93799 [870] validation_0-mae:4742.45654 validation_1-mae:6042.02930 [871] validation_0-mae:4741.74658 validation_1-mae:6042.16602 [872] validation_0-mae:4740.72022 validation_1-mae:6042.07275 [873] validation_0-mae:4739.76953 validation_1-mae:6041.77393 [874] validation_0-mae:4738.80078 validation_1-mae:6041.58398 [875] validation_0-mae:4737.92383 validation_1-mae:6041.35107 [876] validation_0-mae:4736.72998 validation_1-mae:6040.75635 [877] validation_0-mae:4735.63818 validation_1-mae:6040.90137 [878] validation_0-mae:4733.31299 validation_1-mae:6040.04639 [879] validation_0-mae:4731.97510 validation_1-mae:6040.23340 [880] validation_0-mae:4730.70312 validation_1-mae:6039.63477 [881] validation_0-mae:4728.27490 validation_1-mae:6039.12451 [882] validation_0-mae:4727.45654 validation_1-mae:6038.97656 [883] validation_0-mae:4726.48438 validation_1-mae:6039.07764 [884] validation_0-mae:4725.27100 validation_1-mae:6039.00000 [885] validation_0-mae:4724.86133 validation_1-mae:6039.00537 [886] validation_0-mae:4723.89746 validation_1-mae:6038.34717 [887] validation_0-mae:4722.03076 validation_1-mae:6039.12695 [888] validation_0-mae:4721.71094 validation_1-mae:6039.08350 [889] validation_0-mae:4720.69873 validation_1-mae:6038.80322 [890] validation_0-mae:4718.33203 validation_1-mae:6037.20361 [891] validation_0-mae:4717.07080 validation_1-mae:6036.87793 [892] validation_0-mae:4715.76562 validation_1-mae:6036.62305 [893] validation_0-mae:4713.74707 validation_1-mae:6036.04492 [894] validation_0-mae:4711.40625 validation_1-mae:6035.19971 [895] validation_0-mae:4709.73828 validation_1-mae:6035.40918 [896] validation_0-mae:4708.44775 validation_1-mae:6035.71680 [897] validation_0-mae:4707.59424 validation_1-mae:6035.07959 [898] validation_0-mae:4706.73193 validation_1-mae:6035.38770 [899] validation_0-mae:4705.86816 validation_1-mae:6035.22266 [900] validation_0-mae:4704.99072 validation_1-mae:6034.85107 [901] validation_0-mae:4703.05713 validation_1-mae:6034.33545 [902] validation_0-mae:4702.74121 validation_1-mae:6034.28711 [903] validation_0-mae:4700.87353 validation_1-mae:6033.98877 [904] validation_0-mae:4699.64062 validation_1-mae:6033.90332 [905] validation_0-mae:4698.62793 validation_1-mae:6033.75293 [906] validation_0-mae:4697.95459 validation_1-mae:6033.69678 [907] validation_0-mae:4696.86182 validation_1-mae:6033.59863 [908] validation_0-mae:4695.58643 validation_1-mae:6033.91650 [909] validation_0-mae:4694.92432 validation_1-mae:6033.89990 [910] validation_0-mae:4694.28174 validation_1-mae:6033.82715 [911] validation_0-mae:4693.86328 validation_1-mae:6033.82617 [912] validation_0-mae:4693.24951 validation_1-mae:6033.63525 [913] validation_0-mae:4692.62256 validation_1-mae:6033.66162 [914] validation_0-mae:4691.94727 validation_1-mae:6033.56299 [915] validation_0-mae:4691.11621 validation_1-mae:6033.86768 [916] validation_0-mae:4689.20605 validation_1-mae:6033.30371 [917] validation_0-mae:4688.72022 validation_1-mae:6033.19434 [918] validation_0-mae:4687.68701 validation_1-mae:6033.21973 [919] validation_0-mae:4686.11328 validation_1-mae:6032.92334 [920] validation_0-mae:4684.36182 validation_1-mae:6033.29834 [921] validation_0-mae:4683.40820 validation_1-mae:6033.17920 [922] validation_0-mae:4683.30420 validation_1-mae:6033.14746 [923] validation_0-mae:4681.36572 validation_1-mae:6033.30908 [924] validation_0-mae:4679.36377 validation_1-mae:6032.71436 [925] validation_0-mae:4678.92334 validation_1-mae:6033.03076 [926] validation_0-mae:4677.26367 validation_1-mae:6033.27539 [927] validation_0-mae:4676.41406 validation_1-mae:6033.49561 [928] validation_0-mae:4675.11914 validation_1-mae:6032.94287 [929] validation_0-mae:4674.74658 validation_1-mae:6033.31250 [930] validation_0-mae:4673.33057 validation_1-mae:6033.14014 [931] validation_0-mae:4671.74561 validation_1-mae:6033.01807 [932] validation_0-mae:4670.46143 validation_1-mae:6033.20459 [933] validation_0-mae:4668.35498 validation_1-mae:6032.56738 [934] validation_0-mae:4667.12500 validation_1-mae:6032.29590 [935] validation_0-mae:4665.78223 validation_1-mae:6032.37158 [936] validation_0-mae:4665.06397 validation_1-mae:6032.96875 [937] validation_0-mae:4663.32178 validation_1-mae:6032.84424 [938] validation_0-mae:4662.02734 validation_1-mae:6032.99561 [939] validation_0-mae:4659.78320 validation_1-mae:6032.66016 [940] validation_0-mae:4658.68164 validation_1-mae:6032.49658 [941] validation_0-mae:4655.94287 validation_1-mae:6032.12891 [942] validation_0-mae:4655.20898 validation_1-mae:6032.08203 [943] validation_0-mae:4654.94434 validation_1-mae:6032.12256 [944] validation_0-mae:4652.59473 validation_1-mae:6031.37988 [945] validation_0-mae:4651.56152 validation_1-mae:6031.14648 [946] validation_0-mae:4650.18652 validation_1-mae:6030.80566 [947] validation_0-mae:4649.25195 validation_1-mae:6030.81592 [948] validation_0-mae:4648.34863 validation_1-mae:6030.88037 [949] validation_0-mae:4647.08105 validation_1-mae:6030.20654 [950] validation_0-mae:4645.34619 validation_1-mae:6029.76709 [951] validation_0-mae:4644.16895 validation_1-mae:6029.89453 [952] validation_0-mae:4643.09375 validation_1-mae:6029.77978 [953] validation_0-mae:4642.12598 validation_1-mae:6029.75195 [954] validation_0-mae:4640.63770 validation_1-mae:6029.78369 [955] validation_0-mae:4639.26855 validation_1-mae:6029.86230 [956] validation_0-mae:4637.92383 validation_1-mae:6029.11279 [957] validation_0-mae:4636.16211 validation_1-mae:6028.80225 [958] validation_0-mae:4636.02441 validation_1-mae:6028.77686 [959] validation_0-mae:4635.44580 validation_1-mae:6028.47461 [960] validation_0-mae:4633.82275 validation_1-mae:6027.56152 [961] validation_0-mae:4631.84912 validation_1-mae:6026.71875 [962] validation_0-mae:4631.23730 validation_1-mae:6026.66309 [963] validation_0-mae:4629.83594 validation_1-mae:6026.15039 [964] validation_0-mae:4628.97705 validation_1-mae:6026.39355 [965] validation_0-mae:4628.52686 validation_1-mae:6026.25732 [966] validation_0-mae:4628.26611 validation_1-mae:6026.49756 [967] validation_0-mae:4626.87549 validation_1-mae:6026.73389 [968] validation_0-mae:4625.77393 validation_1-mae:6026.92139 [969] validation_0-mae:4624.47559 validation_1-mae:6027.26465 [970] validation_0-mae:4623.30176 validation_1-mae:6026.93848 [971] validation_0-mae:4621.31836 validation_1-mae:6025.59131 [972] validation_0-mae:4619.87744 validation_1-mae:6025.63379 [973] validation_0-mae:4618.98096 validation_1-mae:6025.44482 [974] validation_0-mae:4617.32275 validation_1-mae:6024.97022 [975] validation_0-mae:4615.29346 validation_1-mae:6025.26904 [976] validation_0-mae:4613.44336 validation_1-mae:6025.69727 [977] validation_0-mae:4611.28906 validation_1-mae:6024.60889 [978] validation_0-mae:4610.42041 validation_1-mae:6024.67676 [979] validation_0-mae:4609.99609 validation_1-mae:6024.53272 [980] validation_0-mae:4608.98438 validation_1-mae:6024.60742 [981] validation_0-mae:4607.43848 validation_1-mae:6024.41846 [982] validation_0-mae:4606.75586 validation_1-mae:6024.57764 [983] validation_0-mae:4606.19580 validation_1-mae:6024.59570 [984] validation_0-mae:4605.35010 validation_1-mae:6024.70166 [985] validation_0-mae:4603.57520 validation_1-mae:6025.01270 [986] validation_0-mae:4601.33887 validation_1-mae:6025.12402 [987] validation_0-mae:4600.09912 validation_1-mae:6024.79590 [988] validation_0-mae:4598.67188 validation_1-mae:6024.84522 [989] validation_0-mae:4597.21924 validation_1-mae:6024.21582 [990] validation_0-mae:4595.89111 validation_1-mae:6023.72266 [991] validation_0-mae:4594.84375 validation_1-mae:6023.96143 [992] validation_0-mae:4593.08887 validation_1-mae:6023.41504 [993] validation_0-mae:4591.57520 validation_1-mae:6022.78272 [994] validation_0-mae:4590.96191 validation_1-mae:6022.72022 [995] validation_0-mae:4588.95752 validation_1-mae:6022.25439 [996] validation_0-mae:4587.66895 validation_1-mae:6022.01172 [997] validation_0-mae:4586.19629 validation_1-mae:6022.16553 [998] validation_0-mae:4584.93603 validation_1-mae:6022.23779 [999] validation_0-mae:4582.89111 validation_1-mae:6022.50098 [1000] validation_0-mae:4582.20703 validation_1-mae:6022.40430 [1001] validation_0-mae:4581.47949 validation_1-mae:6022.50781 [1002] validation_0-mae:4580.19727 validation_1-mae:6022.61865 [1003] validation_0-mae:4579.72607 validation_1-mae:6022.60254 [1004] validation_0-mae:4578.53272 validation_1-mae:6021.70557 [1005] validation_0-mae:4577.73193 validation_1-mae:6021.48926 [1006] validation_0-mae:4576.17432 validation_1-mae:6021.41846 [1007] validation_0-mae:4574.93652 validation_1-mae:6021.70898 [1008] validation_0-mae:4574.09473 validation_1-mae:6021.54785 [1009] validation_0-mae:4573.74853 validation_1-mae:6021.49316 [1010] validation_0-mae:4572.50977 validation_1-mae:6021.86475 [1011] validation_0-mae:4571.26367 validation_1-mae:6020.76709 [1012] validation_0-mae:4570.88965 validation_1-mae:6020.99951 [1013] validation_0-mae:4569.10889 validation_1-mae:6021.43408 [1014] validation_0-mae:4568.31543 validation_1-mae:6021.40723 [1015] validation_0-mae:4567.49414 validation_1-mae:6021.39795 [1016] validation_0-mae:4565.70264 validation_1-mae:6021.15723 [1017] validation_0-mae:4565.51807 validation_1-mae:6021.18262 [1018] validation_0-mae:4564.81641 validation_1-mae:6021.23145 [1019] validation_0-mae:4563.92090 validation_1-mae:6021.13281 [1020] validation_0-mae:4562.90234 validation_1-mae:6021.21777 [1021] validation_0-mae:4561.91455 validation_1-mae:6020.92969 [1022] validation_0-mae:4560.57080 validation_1-mae:6021.22754 [1023] validation_0-mae:4559.14795 validation_1-mae:6020.09814 [1024] validation_0-mae:4558.99805 validation_1-mae:6020.13232 [1025] validation_0-mae:4558.78809 validation_1-mae:6020.31397 [1026] validation_0-mae:4557.63379 validation_1-mae:6020.67871 [1027] validation_0-mae:4556.68799 validation_1-mae:6020.09375 [1028] validation_0-mae:4555.44873 validation_1-mae:6020.19727 [1029] validation_0-mae:4553.16650 validation_1-mae:6019.05273 [1030] validation_0-mae:4551.90576 validation_1-mae:6019.27246 [1031] validation_0-mae:4550.80518 validation_1-mae:6018.79541 [1032] validation_0-mae:4549.76465 validation_1-mae:6018.75147 [1033] validation_0-mae:4548.14551 validation_1-mae:6018.64258 [1034] validation_0-mae:4547.35791 validation_1-mae:6019.08887 [1035] validation_0-mae:4546.18897 validation_1-mae:6019.01904 [1036] validation_0-mae:4544.70312 validation_1-mae:6019.02539 [1037] validation_0-mae:4544.24902 validation_1-mae:6018.99609 [1038] validation_0-mae:4543.59912 validation_1-mae:6019.14844 [1039] validation_0-mae:4542.31494 validation_1-mae:6019.13770 [1040] validation_0-mae:4541.34668 validation_1-mae:6019.28857 [1041] validation_0-mae:4540.25732 validation_1-mae:6019.66406 [1042] validation_0-mae:4539.16504 validation_1-mae:6020.15088 [1043] validation_0-mae:4537.50391 validation_1-mae:6019.77490 [1044] validation_0-mae:4536.37256 validation_1-mae:6020.37256 [1045] validation_0-mae:4535.15723 validation_1-mae:6019.90283 [1046] validation_0-mae:4534.15918 validation_1-mae:6020.19629 [1047] validation_0-mae:4533.77686 validation_1-mae:6020.15478 [1048] validation_0-mae:4533.11475 validation_1-mae:6019.62500 [1049] validation_0-mae:4532.69238 validation_1-mae:6019.84180 [1050] validation_0-mae:4531.30371 validation_1-mae:6019.67334 [1051] validation_0-mae:4530.16943 validation_1-mae:6019.75488 [1052] validation_0-mae:4529.39258 validation_1-mae:6019.56885 [1053] validation_0-mae:4528.75000 validation_1-mae:6019.25049 [1054] validation_0-mae:4527.64697 validation_1-mae:6019.71143 [1055] validation_0-mae:4527.19629 validation_1-mae:6019.64844 [1056] validation_0-mae:4526.62891 validation_1-mae:6019.46191 [1057] validation_0-mae:4526.44189 validation_1-mae:6019.57422 [1058] validation_0-mae:4525.06885 validation_1-mae:6018.87451 [1059] validation_0-mae:4524.04199 validation_1-mae:6018.57129 [1060] validation_0-mae:4523.28613 validation_1-mae:6018.60059 [1061] validation_0-mae:4522.29395 validation_1-mae:6018.31641 [1062] validation_0-mae:4521.68018 validation_1-mae:6018.22559 [1063] validation_0-mae:4520.49463 validation_1-mae:6018.74561 [1064] validation_0-mae:4519.42725 validation_1-mae:6018.66748 [1065] validation_0-mae:4518.77393 validation_1-mae:6019.05859 [1066] validation_0-mae:4518.07178 validation_1-mae:6019.19824 [1067] validation_0-mae:4517.33203 validation_1-mae:6019.39404 [1068] validation_0-mae:4515.82324 validation_1-mae:6018.69824 [1069] validation_0-mae:4514.59717 validation_1-mae:6018.06445 [1070] validation_0-mae:4513.77051 validation_1-mae:6017.97852 [1071] validation_0-mae:4512.36621 validation_1-mae:6017.70361 [1072] validation_0-mae:4511.33398 validation_1-mae:6017.94141 [1073] validation_0-mae:4510.42773 validation_1-mae:6017.41406 [1074] validation_0-mae:4509.91992 validation_1-mae:6017.48340 [1075] validation_0-mae:4509.41602 validation_1-mae:6017.54834 [1076] validation_0-mae:4508.77100 validation_1-mae:6017.51367 [1077] validation_0-mae:4507.73535 validation_1-mae:6017.39600 [1078] validation_0-mae:4507.66846 validation_1-mae:6017.43359 [1079] validation_0-mae:4507.29443 validation_1-mae:6017.39697 [1080] validation_0-mae:4507.01953 validation_1-mae:6017.28955 [1081] validation_0-mae:4506.95068 validation_1-mae:6017.45312 [1082] validation_0-mae:4506.54053 validation_1-mae:6017.03955 [1083] validation_0-mae:4505.87451 validation_1-mae:6017.08984 [1084] validation_0-mae:4504.71582 validation_1-mae:6017.09082 [1085] validation_0-mae:4503.09180 validation_1-mae:6017.39795 [1086] validation_0-mae:4503.02002 validation_1-mae:6017.47803 [1087] validation_0-mae:4502.12305 validation_1-mae:6018.13086 [1088] validation_0-mae:4501.56494 validation_1-mae:6017.95557 [1089] validation_0-mae:4501.36572 validation_1-mae:6017.96094 [1090] validation_0-mae:4501.32861 validation_1-mae:6018.04639 [1091] validation_0-mae:4500.93701 validation_1-mae:6017.74072 [1092] validation_0-mae:4500.13428 validation_1-mae:6017.40772 [1093] validation_0-mae:4499.32129 validation_1-mae:6017.54590 [1094] validation_0-mae:4498.12549 validation_1-mae:6016.91846 [1095] validation_0-mae:4496.55127 validation_1-mae:6017.31006 [1096] validation_0-mae:4495.30664 validation_1-mae:6017.58643 [1097] validation_0-mae:4493.84570 validation_1-mae:6017.45752 [1098] validation_0-mae:4493.08350 validation_1-mae:6016.84082 [1099] validation_0-mae:4491.71826 validation_1-mae:6016.71191 [1100] validation_0-mae:4490.23535 validation_1-mae:6017.48145 [1101] validation_0-mae:4488.91016 validation_1-mae:6017.45361 [1102] validation_0-mae:4487.92920 validation_1-mae:6017.26416 [1103] validation_0-mae:4486.59522 validation_1-mae:6017.17236 [1104] validation_0-mae:4486.57959 validation_1-mae:6017.20068 [1105] validation_0-mae:4486.34131 validation_1-mae:6017.38086 [1106] validation_0-mae:4485.30908 validation_1-mae:6017.65820 [1107] validation_0-mae:4484.40430 validation_1-mae:6017.70654 [1108] validation_0-mae:4483.11133 validation_1-mae:6017.83838 [1109] validation_0-mae:4481.90918 validation_1-mae:6018.09180 [1110] validation_0-mae:4479.95605 validation_1-mae:6017.97656 [1111] validation_0-mae:4478.32520 validation_1-mae:6017.92920 [1112] validation_0-mae:4477.43945 validation_1-mae:6017.35205 [1113] validation_0-mae:4475.61475 validation_1-mae:6016.63623 [1114] validation_0-mae:4474.09326 validation_1-mae:6015.75293 [1115] validation_0-mae:4472.37207 validation_1-mae:6014.96338 [1116] validation_0-mae:4471.71045 validation_1-mae:6014.85352 [1117] validation_0-mae:4470.60156 validation_1-mae:6014.98340 [1118] validation_0-mae:4469.75928 validation_1-mae:6014.69141 [1119] validation_0-mae:4468.43164 validation_1-mae:6014.31250 [1120] validation_0-mae:4467.23730 validation_1-mae:6014.77686 [1121] validation_0-mae:4465.99219 validation_1-mae:6014.23096 [1122] validation_0-mae:4465.27441 validation_1-mae:6014.25049 [1123] validation_0-mae:4464.02002 validation_1-mae:6014.00781 [1124] validation_0-mae:4463.42969 validation_1-mae:6014.01953 [1125] validation_0-mae:4462.67188 validation_1-mae:6013.98535 [1126] validation_0-mae:4461.79883 validation_1-mae:6013.85449 [1127] validation_0-mae:4461.26807 validation_1-mae:6014.11865 [1128] validation_0-mae:4460.47656 validation_1-mae:6013.69629 [1129] validation_0-mae:4459.79248 validation_1-mae:6013.48486 [1130] validation_0-mae:4459.41455 validation_1-mae:6013.36572 [1131] validation_0-mae:4458.94043 validation_1-mae:6013.29932 [1132] validation_0-mae:4458.23096 validation_1-mae:6013.11670 [1133] validation_0-mae:4457.18115 validation_1-mae:6012.72705 [1134] validation_0-mae:4456.50928 validation_1-mae:6012.28320 [1135] validation_0-mae:4455.33496 validation_1-mae:6012.34570 [1136] validation_0-mae:4454.05859 validation_1-mae:6011.83545 [1137] validation_0-mae:4452.75928 validation_1-mae:6011.98535 [1138] validation_0-mae:4451.66699 validation_1-mae:6011.17822 [1139] validation_0-mae:4450.52344 validation_1-mae:6011.36035 [1140] validation_0-mae:4450.12793 validation_1-mae:6011.48291 [1141] validation_0-mae:4448.41846 validation_1-mae:6011.45654 [1142] validation_0-mae:4446.61914 validation_1-mae:6011.58398 [1143] validation_0-mae:4445.48096 validation_1-mae:6010.97168 [1144] validation_0-mae:4444.00342 validation_1-mae:6009.93457 [1145] validation_0-mae:4442.55371 validation_1-mae:6008.75879 [1146] validation_0-mae:4441.16602 validation_1-mae:6008.20996 [1147] validation_0-mae:4439.88135 validation_1-mae:6008.57178 [1148] validation_0-mae:4439.08496 validation_1-mae:6008.49658 [1149] validation_0-mae:4437.62988 validation_1-mae:6008.11670 [1150] validation_0-mae:4435.20264 validation_1-mae:6007.68603 [1151] validation_0-mae:4434.14502 validation_1-mae:6007.71289 [1152] validation_0-mae:4433.43603 validation_1-mae:6007.21143 [1153] validation_0-mae:4431.91650 validation_1-mae:6007.27246 [1154] validation_0-mae:4431.46240 validation_1-mae:6007.24121 [1155] validation_0-mae:4431.31103 validation_1-mae:6007.23242 [1156] validation_0-mae:4429.39307 validation_1-mae:6007.41309 [1157] validation_0-mae:4428.01758 validation_1-mae:6006.51953 [1158] validation_0-mae:4427.09570 validation_1-mae:6006.51758 [1159] validation_0-mae:4425.88916 validation_1-mae:6006.44092 [1160] validation_0-mae:4425.21777 validation_1-mae:6006.29590 [1161] validation_0-mae:4424.59717 validation_1-mae:6006.37842 [1162] validation_0-mae:4423.71484 validation_1-mae:6006.37549 [1163] validation_0-mae:4423.12061 validation_1-mae:6006.48340 [1164] validation_0-mae:4422.29736 validation_1-mae:6006.31934 [1165] validation_0-mae:4420.92041 validation_1-mae:6006.33203 [1166] validation_0-mae:4419.85107 validation_1-mae:6005.80420 [1167] validation_0-mae:4418.52588 validation_1-mae:6005.13672 [1168] validation_0-mae:4417.37939 validation_1-mae:6004.98047 [1169] validation_0-mae:4416.21240 validation_1-mae:6004.46191 [1170] validation_0-mae:4414.84424 validation_1-mae:6004.46289 [1171] validation_0-mae:4414.18213 validation_1-mae:6004.61865 [1172] validation_0-mae:4413.27539 validation_1-mae:6004.11523 [1173] validation_0-mae:4412.56397 validation_1-mae:6004.48340 [1174] validation_0-mae:4411.77197 validation_1-mae:6004.21045 [1175] validation_0-mae:4411.34228 validation_1-mae:6004.10156 [1176] validation_0-mae:4410.40039 validation_1-mae:6004.36328 [1177] validation_0-mae:4409.81006 validation_1-mae:6004.41357 [1178] validation_0-mae:4409.55322 validation_1-mae:6004.20117 [1179] validation_0-mae:4409.39062 validation_1-mae:6004.14551 [1180] validation_0-mae:4407.66992 validation_1-mae:6003.75049 [1181] validation_0-mae:4406.74609 validation_1-mae:6003.97070 [1182] validation_0-mae:4405.60938 validation_1-mae:6003.49365 [1183] validation_0-mae:4404.99463 validation_1-mae:6003.30322 [1184] validation_0-mae:4404.11914 validation_1-mae:6003.20605 [1185] validation_0-mae:4403.46973 validation_1-mae:6003.31543 [1186] validation_0-mae:4402.90723 validation_1-mae:6003.45996 [1187] validation_0-mae:4402.03906 validation_1-mae:6003.28174 [1188] validation_0-mae:4401.76025 validation_1-mae:6003.34766 [1189] validation_0-mae:4400.83545 validation_1-mae:6003.09522 [1190] validation_0-mae:4399.82520 validation_1-mae:6002.93164 [1191] validation_0-mae:4398.69727 validation_1-mae:6002.94092 [1192] validation_0-mae:4396.59961 validation_1-mae:6003.47022 [1193] validation_0-mae:4395.73633 validation_1-mae:6003.42725 [1194] validation_0-mae:4393.93457 validation_1-mae:6003.06543 [1195] validation_0-mae:4391.99609 validation_1-mae:6002.43164 [1196] validation_0-mae:4391.25635 validation_1-mae:6002.09668 [1197] validation_0-mae:4389.29590 validation_1-mae:6001.98291 [1198] validation_0-mae:4388.30518 validation_1-mae:6002.25928 [1199] validation_0-mae:4387.52734 validation_1-mae:6002.27344 [1200] validation_0-mae:4385.79785 validation_1-mae:6002.22852 [1201] validation_0-mae:4384.70020 validation_1-mae:6002.03369 [1202] validation_0-mae:4383.34424 validation_1-mae:6001.60303 [1203] validation_0-mae:4382.37598 validation_1-mae:6001.87549 [1204] validation_0-mae:4382.07471 validation_1-mae:6001.85107 [1205] validation_0-mae:4381.31250 validation_1-mae:6002.08154 [1206] validation_0-mae:4381.25684 validation_1-mae:6002.13428 [1207] validation_0-mae:4381.18555 validation_1-mae:6002.22070 [1208] validation_0-mae:4380.06397 validation_1-mae:6001.64795 [1209] validation_0-mae:4379.53272 validation_1-mae:6001.67041 [1210] validation_0-mae:4379.16357 validation_1-mae:6001.65869 [1211] validation_0-mae:4377.84033 validation_1-mae:6001.32275 [1212] validation_0-mae:4376.93213 validation_1-mae:6001.92725 [1213] validation_0-mae:4375.65869 validation_1-mae:6002.13037 [1214] validation_0-mae:4375.00830 validation_1-mae:6002.52588 [1215] validation_0-mae:4374.23926 validation_1-mae:6002.56836 [1216] validation_0-mae:4373.67725 validation_1-mae:6002.45215 [1217] validation_0-mae:4372.70898 validation_1-mae:6002.19141 [1218] validation_0-mae:4371.92188 validation_1-mae:6002.78955 [1219] validation_0-mae:4371.04883 validation_1-mae:6003.21728 [1220] validation_0-mae:4370.15820 validation_1-mae:6003.64062 [1221] validation_0-mae:4369.39551 validation_1-mae:6003.65234 [1222] validation_0-mae:4368.50439 validation_1-mae:6003.65820 [1223] validation_0-mae:4367.42480 validation_1-mae:6003.48145 [1224] validation_0-mae:4366.77783 validation_1-mae:6003.26758 [1225] validation_0-mae:4366.18994 validation_1-mae:6003.76855 [1226] validation_0-mae:4364.99707 validation_1-mae:6003.74902 [1227] validation_0-mae:4364.62451 validation_1-mae:6003.75879 [1228] validation_0-mae:4363.93115 validation_1-mae:6003.70459 [1229] validation_0-mae:4363.83105 validation_1-mae:6003.69531 [1230] validation_0-mae:4362.62647 validation_1-mae:6003.47510 [1231] validation_0-mae:4362.55127 validation_1-mae:6003.51270 [1232] validation_0-mae:4361.87500 validation_1-mae:6003.41016 [1233] validation_0-mae:4361.54150 validation_1-mae:6003.24951 [1234] validation_0-mae:4361.45801 validation_1-mae:6003.39746 [1235] validation_0-mae:4360.46826 validation_1-mae:6003.12891 [1236] validation_0-mae:4359.77930 validation_1-mae:6003.23730 [1237] validation_0-mae:4359.11963 validation_1-mae:6003.35596 [1238] validation_0-mae:4358.86230 validation_1-mae:6003.47705 [1239] validation_0-mae:4358.34375 validation_1-mae:6003.55176 [1240] validation_0-mae:4357.75977 validation_1-mae:6003.54932 [1241] validation_0-mae:4356.53809 validation_1-mae:6003.32715 [1242] validation_0-mae:4354.48389 validation_1-mae:6003.79443 [1243] validation_0-mae:4353.72119 validation_1-mae:6003.59570 [1244] validation_0-mae:4352.43701 validation_1-mae:6004.41162 [1245] validation_0-mae:4351.33740 validation_1-mae:6004.52978 [1246] validation_0-mae:4350.37598 validation_1-mae:6004.60547 [1247] validation_0-mae:4349.32471 validation_1-mae:6004.48584 [1248] validation_0-mae:4348.37939 validation_1-mae:6004.94678 [1249] validation_0-mae:4347.57812 validation_1-mae:6004.92920 [1250] validation_0-mae:4346.81885 validation_1-mae:6004.76709 [1251] validation_0-mae:4345.51758 validation_1-mae:6004.59326 [1252] validation_0-mae:4344.87500 validation_1-mae:6005.05713 [1253] validation_0-mae:4344.17773 validation_1-mae:6004.58643 [1254] validation_0-mae:4342.88818 validation_1-mae:6004.21484 [1255] validation_0-mae:4341.72217 validation_1-mae:6004.08740 [1256] validation_0-mae:4339.83789 validation_1-mae:6004.53760 [1257] validation_0-mae:4338.79248 validation_1-mae:6004.29883 [1258] validation_0-mae:4337.91992 validation_1-mae:6004.23730 [1259] validation_0-mae:4336.90478 validation_1-mae:6004.23682 [1260] validation_0-mae:4335.99561 validation_1-mae:6004.48584 [1261] validation_0-mae:4335.16943 validation_1-mae:6004.36377 [1262] validation_0-mae:4333.90234 validation_1-mae:6004.26025 [1263] validation_0-mae:4333.71191 validation_1-mae:6004.22119 [1264] validation_0-mae:4332.74170 validation_1-mae:6004.41309 [1265] validation_0-mae:4331.97363 validation_1-mae:6004.06689 [1266] validation_0-mae:4331.84375 validation_1-mae:6004.14355 [1267] validation_0-mae:4330.29102 validation_1-mae:6003.85352 [1268] validation_0-mae:4328.01221 validation_1-mae:6003.84912 [1269] validation_0-mae:4326.42676 validation_1-mae:6003.65967 [1270] validation_0-mae:4325.84180 validation_1-mae:6003.64697 [1271] validation_0-mae:4325.24902 validation_1-mae:6004.08057 [1272] validation_0-mae:4324.18213 validation_1-mae:6004.14648 [1273] validation_0-mae:4323.79639 validation_1-mae:6004.05859 [1274] validation_0-mae:4322.68018 validation_1-mae:6004.08984 [1275] validation_0-mae:4321.92578 validation_1-mae:6004.15625 [1276] validation_0-mae:4321.05566 validation_1-mae:6004.18262 [1277] validation_0-mae:4319.84717 validation_1-mae:6004.31592 [1278] validation_0-mae:4317.49853 validation_1-mae:6004.08643 [1279] validation_0-mae:4316.20801 validation_1-mae:6003.74951 [1280] validation_0-mae:4315.46826 validation_1-mae:6003.40430 [1281] validation_0-mae:4313.62988 validation_1-mae:6002.99121 [1282] validation_0-mae:4312.49121 validation_1-mae:6003.99951 [1283] validation_0-mae:4310.73535 validation_1-mae:6002.86670 [1284] validation_0-mae:4308.81299 validation_1-mae:6003.01465 [1285] validation_0-mae:4307.31006 validation_1-mae:6003.15137 [1286] validation_0-mae:4305.56348 validation_1-mae:6003.66064 [1287] validation_0-mae:4303.69434 validation_1-mae:6003.42773 [1288] validation_0-mae:4302.52344 validation_1-mae:6003.38525 [1289] validation_0-mae:4300.94287 validation_1-mae:6003.16260 [1290] validation_0-mae:4300.28516 validation_1-mae:6002.88721 [1291] validation_0-mae:4299.49805 validation_1-mae:6003.11182 [1292] validation_0-mae:4298.71924 validation_1-mae:6002.73730 [1293] validation_0-mae:4297.87744 validation_1-mae:6002.93848 [1294] validation_0-mae:4297.15967 validation_1-mae:6003.41016 [1295] validation_0-mae:4296.31641 validation_1-mae:6003.08740 [1296] validation_0-mae:4295.90186 validation_1-mae:6003.00537 [1297] validation_0-mae:4294.72412 validation_1-mae:6002.39893 [1298] validation_0-mae:4294.27881 validation_1-mae:6002.56201 [1299] validation_0-mae:4293.45264 validation_1-mae:6002.68457 [1300] validation_0-mae:4292.43115 validation_1-mae:6002.27295 [1301] validation_0-mae:4291.47900 validation_1-mae:6002.33350 [1302] validation_0-mae:4290.84375 validation_1-mae:6002.51758 [1303] validation_0-mae:4290.32959 validation_1-mae:6002.70703 [1304] validation_0-mae:4289.36475 validation_1-mae:6002.97363 [1305] validation_0-mae:4288.54980 validation_1-mae:6003.00635 [1306] validation_0-mae:4287.54883 validation_1-mae:6002.94971 [1307] validation_0-mae:4286.32373 validation_1-mae:6002.69189 [1308] validation_0-mae:4285.37793 validation_1-mae:6002.79785 [1309] validation_0-mae:4284.47949 validation_1-mae:6002.86572 [1310] validation_0-mae:4283.12353 validation_1-mae:6002.57861 [1311] validation_0-mae:4282.69922 validation_1-mae:6002.51758 [1312] validation_0-mae:4281.85449 validation_1-mae:6002.48975 [1313] validation_0-mae:4280.65918 validation_1-mae:6002.62305 [1314] validation_0-mae:4279.87158 validation_1-mae:6002.51025 [1315] validation_0-mae:4278.10889 validation_1-mae:6001.74316 [1316] validation_0-mae:4276.27588 validation_1-mae:6002.32471 [1317] validation_0-mae:4274.71289 validation_1-mae:6002.95068 [1318] validation_0-mae:4273.41895 validation_1-mae:6002.89062 [1319] validation_0-mae:4272.74268 validation_1-mae:6003.03857 [1320] validation_0-mae:4271.90723 validation_1-mae:6003.01172 [1321] validation_0-mae:4270.70312 validation_1-mae:6002.87109 [1322] validation_0-mae:4270.03369 validation_1-mae:6003.25635 [1323] validation_0-mae:4269.44873 validation_1-mae:6003.54785 [1324] validation_0-mae:4268.72461 validation_1-mae:6003.62891 [1325] validation_0-mae:4267.91650 validation_1-mae:6003.55615 [1326] validation_0-mae:4267.21826 validation_1-mae:6003.55518 [1327] validation_0-mae:4266.50879 validation_1-mae:6003.67578 [1328] validation_0-mae:4265.73975 validation_1-mae:6003.93603 [1329] validation_0-mae:4264.83594 validation_1-mae:6004.05127 [1330] validation_0-mae:4264.19434 validation_1-mae:6004.11035 [1331] validation_0-mae:4263.61572 validation_1-mae:6004.27881 [1332] validation_0-mae:4263.27686 validation_1-mae:6004.23291 [1333] validation_0-mae:4262.61768 validation_1-mae:6004.55029 [1334] validation_0-mae:4261.54834 validation_1-mae:6004.62402 [1335] validation_0-mae:4261.12988 validation_1-mae:6004.67871 [1336] validation_0-mae:4259.94482 validation_1-mae:6004.65430 [1337] validation_0-mae:4258.74902 validation_1-mae:6004.34228 [1338] validation_0-mae:4258.44824 validation_1-mae:6004.42188 [1339] validation_0-mae:4257.78857 validation_1-mae:6004.37500 [1340] validation_0-mae:4257.32129 validation_1-mae:6004.43018 [1341] validation_0-mae:4256.72412 validation_1-mae:6004.34912 [1342] validation_0-mae:4255.93897 validation_1-mae:6004.23096 [1343] validation_0-mae:4255.44531 validation_1-mae:6003.99463 [1344] validation_0-mae:4254.49951 validation_1-mae:6004.32910 [1345] validation_0-mae:4254.38428 validation_1-mae:6004.35156 [1346] validation_0-mae:4254.11816 validation_1-mae:6004.53613 [1347] validation_0-mae:4253.38867 validation_1-mae:6004.47705 [1348] validation_0-mae:4252.20508 validation_1-mae:6004.56250 [1349] validation_0-mae:4251.79883 validation_1-mae:6004.45068 [1350] validation_0-mae:4251.65381 validation_1-mae:6004.57520 [1351] validation_0-mae:4251.27051 validation_1-mae:6004.52734 [1352] validation_0-mae:4250.29346 validation_1-mae:6004.23145 [1353] validation_0-mae:4249.24219 validation_1-mae:6004.22461 [1354] validation_0-mae:4247.39648 validation_1-mae:6004.41455 [1355] validation_0-mae:4246.17822 validation_1-mae:6003.60742 [1356] validation_0-mae:4245.22217 validation_1-mae:6003.29785 [1357] validation_0-mae:4244.21777 validation_1-mae:6003.51318 [1358] validation_0-mae:4242.77393 validation_1-mae:6003.10645 [1359] validation_0-mae:4241.53613 validation_1-mae:6003.16602 [1360] validation_0-mae:4240.86670 validation_1-mae:6003.29102 [1361] validation_0-mae:4240.17773 validation_1-mae:6003.44873 [1362] validation_0-mae:4239.17529 validation_1-mae:6003.04346 [1363] validation_0-mae:4238.48291 validation_1-mae:6002.84522 [1364] validation_0-mae:4238.13281 validation_1-mae:6003.25586 [1365] validation_0-mae:4237.50928 validation_1-mae:6003.30273 [1366] validation_0-mae:4235.71533 validation_1-mae:6003.28955 [1367] validation_0-mae:4234.81543 validation_1-mae:6003.43359 [1368] validation_0-mae:4234.14111 validation_1-mae:6003.65283 [1369] validation_0-mae:4233.25293 validation_1-mae:6003.77246 [1370] validation_0-mae:4232.84131 validation_1-mae:6003.84522 [1371] validation_0-mae:4231.90674 validation_1-mae:6004.02686 [1372] validation_0-mae:4231.20605 validation_1-mae:6003.84473 [1373] validation_0-mae:4230.26025 validation_1-mae:6004.02100 [1374] validation_0-mae:4229.37012 validation_1-mae:6003.95410 [1375] validation_0-mae:4228.76270 validation_1-mae:6003.85547 [1376] validation_0-mae:4228.10059 validation_1-mae:6003.93750 [1377] validation_0-mae:4227.67383 validation_1-mae:6003.91064 [1378] validation_0-mae:4227.14307 validation_1-mae:6003.99316 [1379] validation_0-mae:4226.21631 validation_1-mae:6003.95264 [1380] validation_0-mae:4225.54639 validation_1-mae:6004.03760 [1381] validation_0-mae:4224.87695 validation_1-mae:6004.08350 [1382] validation_0-mae:4224.01904 validation_1-mae:6004.13379 [1383] validation_0-mae:4222.06348 validation_1-mae:6004.14014 [1384] validation_0-mae:4221.49365 validation_1-mae:6003.96777 [1385] validation_0-mae:4220.59522 validation_1-mae:6004.41162 [1386] validation_0-mae:4220.17285 validation_1-mae:6004.51025 [1387] validation_0-mae:4219.32861 validation_1-mae:6004.83398 [1388] validation_0-mae:4218.94238 validation_1-mae:6004.99902 [1389] validation_0-mae:4218.20020 validation_1-mae:6005.11523 [1390] validation_0-mae:4216.98193 validation_1-mae:6004.67725 [1391] validation_0-mae:4215.92188 validation_1-mae:6004.90772 [1392] validation_0-mae:4215.34277 validation_1-mae:6004.92334 [1393] validation_0-mae:4214.29688 validation_1-mae:6004.76953 [1394] validation_0-mae:4213.07520 validation_1-mae:6003.88477 [1395] validation_0-mae:4212.67676 validation_1-mae:6003.94238 [1396] validation_0-mae:4211.91455 validation_1-mae:6003.92725 [1397] validation_0-mae:4211.42773 validation_1-mae:6004.04688 [1398] validation_0-mae:4209.75977 validation_1-mae:6004.14648 [1399] validation_0-mae:4208.30957 validation_1-mae:6003.63721 [1400] validation_0-mae:4207.34814 validation_1-mae:6003.83936 [1401] validation_0-mae:4206.61133 validation_1-mae:6003.84180 [1402] validation_0-mae:4206.31787 validation_1-mae:6003.92676 [1403] validation_0-mae:4205.94580 validation_1-mae:6003.83057 [1404] validation_0-mae:4205.92383 validation_1-mae:6003.87061 [1405] validation_0-mae:4205.70947 validation_1-mae:6003.94824 [1406] validation_0-mae:4204.85645 validation_1-mae:6004.28613 [1407] validation_0-mae:4203.91553 validation_1-mae:6004.39600 [1408] validation_0-mae:4203.40234 validation_1-mae:6004.56445 [1409] validation_0-mae:4203.04297 validation_1-mae:6004.46094 [1410] validation_0-mae:4202.11426 validation_1-mae:6004.37158 [1411] validation_0-mae:4200.62451 validation_1-mae:6004.05273 [1412] validation_0-mae:4199.84180 validation_1-mae:6003.91797 [1413] validation_0-mae:4198.90820 validation_1-mae:6003.28125 [1414] validation_0-mae:4198.05322 validation_1-mae:6003.44238 [1415] validation_0-mae:4196.84180 validation_1-mae:6003.90674 [1416] validation_0-mae:4196.01953 validation_1-mae:6003.55518 [1417] validation_0-mae:4195.39844 validation_1-mae:6003.68457 [1418] validation_0-mae:4194.04785 validation_1-mae:6003.63428 [1419] validation_0-mae:4193.39648 validation_1-mae:6003.85303 [1420] validation_0-mae:4192.99658 validation_1-mae:6003.88623 [1421] validation_0-mae:4192.37842 validation_1-mae:6004.02783 [1422] validation_0-mae:4192.11963 validation_1-mae:6003.96631 [1423] validation_0-mae:4191.18701 validation_1-mae:6003.81543 [1424] validation_0-mae:4191.09277 validation_1-mae:6003.86377 [1425] validation_0-mae:4190.07812 validation_1-mae:6003.33105 [1426] validation_0-mae:4188.66357 validation_1-mae:6002.97168 [1427] validation_0-mae:4187.57568 validation_1-mae:6002.84131 [1428] validation_0-mae:4187.49365 validation_1-mae:6002.77051 [1429] validation_0-mae:4186.97803 validation_1-mae:6002.98828 [1430] validation_0-mae:4185.94629 validation_1-mae:6002.85059 [1431] validation_0-mae:4184.45654 validation_1-mae:6002.57129 [1432] validation_0-mae:4183.33594 validation_1-mae:6002.91699 [1433] validation_0-mae:4182.54736 validation_1-mae:6003.29297 [1434] validation_0-mae:4182.14746 validation_1-mae:6003.18555 [1435] validation_0-mae:4180.59180 validation_1-mae:6002.92920 [1436] validation_0-mae:4179.81836 validation_1-mae:6003.17285 [1437] validation_0-mae:4177.96240 validation_1-mae:6003.25977 [1438] validation_0-mae:4177.17578 validation_1-mae:6003.35596 [1439] validation_0-mae:4176.40088 validation_1-mae:6003.09863 [1440] validation_0-mae:4175.24072 validation_1-mae:6003.40527 [1441] validation_0-mae:4173.97412 validation_1-mae:6003.00439 [1442] validation_0-mae:4173.45801 validation_1-mae:6003.04346 [1443] validation_0-mae:4172.63281 validation_1-mae:6002.93750 [1444] validation_0-mae:4171.83203 validation_1-mae:6002.98193 [1445] validation_0-mae:4171.11084 validation_1-mae:6002.70557 [1446] validation_0-mae:4170.59570 validation_1-mae:6002.78125 [1447] validation_0-mae:4170.02344 validation_1-mae:6002.90381 [1448] validation_0-mae:4168.96680 validation_1-mae:6002.69336 [1449] validation_0-mae:4168.63623 validation_1-mae:6002.39355 [1450] validation_0-mae:4168.54834 validation_1-mae:6002.45508 [1451] validation_0-mae:4167.97461 validation_1-mae:6002.33398 [1452] validation_0-mae:4166.66748 validation_1-mae:6002.33984 [1453] validation_0-mae:4166.10498 validation_1-mae:6002.58008 [1454] validation_0-mae:4164.70459 validation_1-mae:6002.95703 [1455] validation_0-mae:4163.16211 validation_1-mae:6002.54297 [1456] validation_0-mae:4161.82666 validation_1-mae:6002.86328 [1457] validation_0-mae:4160.76562 validation_1-mae:6003.03418 [1458] validation_0-mae:4160.11035 validation_1-mae:6002.84766 [1459] validation_0-mae:4159.42920 validation_1-mae:6002.83936 [1460] validation_0-mae:4158.67139 validation_1-mae:6002.63477 [1461] validation_0-mae:4158.09228 validation_1-mae:6002.67480 [1462] validation_0-mae:4156.89307 validation_1-mae:6002.81006 [1463] validation_0-mae:4156.27197 validation_1-mae:6002.70361 [1464] validation_0-mae:4156.08398 validation_1-mae:6002.82275 [1465] validation_0-mae:4155.13428 validation_1-mae:6002.47607 [1466] validation_0-mae:4154.74414 validation_1-mae:6002.56934 [1467] validation_0-mae:4154.29883 validation_1-mae:6002.62598 [1468] validation_0-mae:4152.78564 validation_1-mae:6002.48193 [1469] validation_0-mae:4151.91260 validation_1-mae:6002.17090 [1470] validation_0-mae:4150.98486 validation_1-mae:6001.66797 [1471] validation_0-mae:4149.51074 validation_1-mae:6001.47363 [1472] validation_0-mae:4148.33398 validation_1-mae:6001.05664 [1473] validation_0-mae:4147.81592 validation_1-mae:6001.10645 [1474] validation_0-mae:4146.58936 validation_1-mae:6001.34766 [1475] validation_0-mae:4146.25537 validation_1-mae:6001.33643 [1476] validation_0-mae:4145.97607 validation_1-mae:6001.37549 [1477] validation_0-mae:4145.42041 validation_1-mae:6001.30029 [1478] validation_0-mae:4144.99512 validation_1-mae:6001.47852 [1479] validation_0-mae:4144.79639 validation_1-mae:6001.51074 [1480] validation_0-mae:4143.86621 validation_1-mae:6001.61621 [1481] validation_0-mae:4143.78076 validation_1-mae:6001.62402 [1482] validation_0-mae:4143.07275 validation_1-mae:6001.97022 [1483] validation_0-mae:4142.68897 validation_1-mae:6001.44238 [1484] validation_0-mae:4141.32910 validation_1-mae:6001.53027 [1485] validation_0-mae:4140.82568 validation_1-mae:6001.56494 [1486] validation_0-mae:4139.40283 validation_1-mae:6001.29150 [1487] validation_0-mae:4138.96728 validation_1-mae:6001.05713 [1488] validation_0-mae:4137.44141 validation_1-mae:6000.95312 [1489] validation_0-mae:4136.54541 validation_1-mae:6000.97314 [1490] validation_0-mae:4135.56494 validation_1-mae:6001.41309 [1491] validation_0-mae:4134.08398 validation_1-mae:6001.12353 [1492] validation_0-mae:4132.95361 validation_1-mae:6001.41797 [1493] validation_0-mae:4132.14941 validation_1-mae:6001.16357 [1494] validation_0-mae:4131.30273 validation_1-mae:6001.49707 [1495] validation_0-mae:4130.32373 validation_1-mae:6001.55713 [1496] validation_0-mae:4129.42676 validation_1-mae:6001.47900 [1497] validation_0-mae:4128.15137 validation_1-mae:6001.72607 [1498] validation_0-mae:4126.77930 validation_1-mae:6001.68750 [1499] validation_0-mae:4125.72900 validation_1-mae:6001.64014 [1500] validation_0-mae:4123.96338 validation_1-mae:6001.09619 [1501] validation_0-mae:4122.75195 validation_1-mae:6001.37988 [1502] validation_0-mae:4121.49609 validation_1-mae:6000.61182 [1503] validation_0-mae:4120.56982 validation_1-mae:6000.52734 [1504] validation_0-mae:4119.19482 validation_1-mae:6000.81103 [1505] validation_0-mae:4117.96582 validation_1-mae:6001.00439 [1506] validation_0-mae:4116.59228 validation_1-mae:6001.38086 [1507] validation_0-mae:4115.60498 validation_1-mae:6001.54395 [1508] validation_0-mae:4114.79541 validation_1-mae:6001.53711 [1509] validation_0-mae:4113.52051 validation_1-mae:6001.45703 [1510] validation_0-mae:4112.41504 validation_1-mae:6001.68701 [1511] validation_0-mae:4111.64453 validation_1-mae:6001.58398 [1512] validation_0-mae:4111.14600 validation_1-mae:6001.45361 [1513] validation_0-mae:4110.70752 validation_1-mae:6001.53418 [1514] validation_0-mae:4110.28613 validation_1-mae:6001.47461 [1515] validation_0-mae:4109.65723 validation_1-mae:6001.48486 [1516] validation_0-mae:4108.92578 validation_1-mae:6001.26367 [1517] validation_0-mae:4108.42676 validation_1-mae:6001.36377 [1518] validation_0-mae:4107.74853 validation_1-mae:6001.00537 [1519] validation_0-mae:4106.03760 validation_1-mae:6000.37744 [1520] validation_0-mae:4105.16846 validation_1-mae:6000.36572 [1521] validation_0-mae:4104.37402 validation_1-mae:6000.17041 [1522] validation_0-mae:4102.87695 validation_1-mae:5999.87647 [1523] validation_0-mae:4101.55273 validation_1-mae:5999.15967 [1524] validation_0-mae:4100.82031 validation_1-mae:5999.43066 [1525] validation_0-mae:4099.95850 validation_1-mae:5999.94531 [1526] validation_0-mae:4099.02734 validation_1-mae:6000.34473 [1527] validation_0-mae:4097.62451 validation_1-mae:5999.94141 [1528] validation_0-mae:4096.41406 validation_1-mae:5999.90332 [1529] validation_0-mae:4094.84473 validation_1-mae:5999.10205 [1530] validation_0-mae:4093.64624 validation_1-mae:5998.62842 [1531] validation_0-mae:4092.70850 validation_1-mae:5998.05859 [1532] validation_0-mae:4091.36670 validation_1-mae:5997.59619 [1533] validation_0-mae:4090.01660 validation_1-mae:5996.88721 [1534] validation_0-mae:4089.03320 validation_1-mae:5996.46240 [1535] validation_0-mae:4088.19092 validation_1-mae:5996.18164 [1536] validation_0-mae:4087.12671 validation_1-mae:5995.83154 [1537] validation_0-mae:4086.13306 validation_1-mae:5995.95996 [1538] validation_0-mae:4085.55811 validation_1-mae:5995.68311 [1539] validation_0-mae:4084.02832 validation_1-mae:5995.48975 [1540] validation_0-mae:4082.58008 validation_1-mae:5995.59717 [1541] validation_0-mae:4081.49902 validation_1-mae:5995.79736 [1542] validation_0-mae:4081.08862 validation_1-mae:5996.18311 [1543] validation_0-mae:4080.28174 validation_1-mae:5996.33301 [1544] validation_0-mae:4079.88989 validation_1-mae:5996.37061 [1545] validation_0-mae:4079.24438 validation_1-mae:5996.43652 [1546] validation_0-mae:4078.92065 validation_1-mae:5996.33008 [1547] validation_0-mae:4077.54126 validation_1-mae:5995.69580 [1548] validation_0-mae:4076.76392 validation_1-mae:5995.82275 [1549] validation_0-mae:4075.77344 validation_1-mae:5995.67188 [1550] validation_0-mae:4075.28247 validation_1-mae:5995.57666 [1551] validation_0-mae:4074.18872 validation_1-mae:5995.60889 [1552] validation_0-mae:4073.31714 validation_1-mae:5995.89111 [1553] validation_0-mae:4072.55273 validation_1-mae:5995.66602 [1554] validation_0-mae:4071.38672 validation_1-mae:5995.50195 [1555] validation_0-mae:4071.04077 validation_1-mae:5995.40527 [1556] validation_0-mae:4070.44165 validation_1-mae:5995.53369 [1557] validation_0-mae:4069.43213 validation_1-mae:5995.75488 [1558] validation_0-mae:4068.64624 validation_1-mae:5995.70801 [1559] validation_0-mae:4068.36231 validation_1-mae:5995.59766 [1560] validation_0-mae:4067.80054 validation_1-mae:5995.42773 [1561] validation_0-mae:4067.02100 validation_1-mae:5995.14453 [1562] validation_0-mae:4066.42017 validation_1-mae:5994.90576 [1563] validation_0-mae:4065.46729 validation_1-mae:5994.60547 [1564] validation_0-mae:4064.85425 validation_1-mae:5994.55078 [1565] validation_0-mae:4063.98999 validation_1-mae:5994.66455 [1566] validation_0-mae:4063.08691 validation_1-mae:5994.98535 [1567] validation_0-mae:4062.46289 validation_1-mae:5995.01709 [1568] validation_0-mae:4061.79175 validation_1-mae:5994.75684 [1569] validation_0-mae:4060.92822 validation_1-mae:5994.69727 [1570] validation_0-mae:4060.39502 validation_1-mae:5994.87353 [1571] validation_0-mae:4059.45679 validation_1-mae:5994.68018 [1572] validation_0-mae:4058.86987 validation_1-mae:5995.04150 [1573] validation_0-mae:4058.39404 validation_1-mae:5995.17920 [1574] validation_0-mae:4058.31812 validation_1-mae:5995.15186 [1575] validation_0-mae:4057.92944 validation_1-mae:5995.11084 [1576] validation_0-mae:4057.07129 validation_1-mae:5995.28369 [1577] validation_0-mae:4056.37695 validation_1-mae:5995.28955 [1578] validation_0-mae:4055.59961 validation_1-mae:5995.36328 [1579] validation_0-mae:4055.03564 validation_1-mae:5995.57959 [1580] validation_0-mae:4054.26221 validation_1-mae:5995.40723 [1581] validation_0-mae:4053.19458 validation_1-mae:5995.64160 [1582] validation_0-mae:4052.38477 validation_1-mae:5995.66748 [1583] validation_0-mae:4051.30811 validation_1-mae:5995.58936 [1584] validation_0-mae:4049.88477 validation_1-mae:5996.32471 [1585] validation_0-mae:4049.52148 validation_1-mae:5996.19824 [1586] validation_0-mae:4048.60278 validation_1-mae:5996.46875 [1587] validation_0-mae:4047.63965 validation_1-mae:5996.54004 [1588] validation_0-mae:4046.97656 validation_1-mae:5996.50684 [1589] validation_0-mae:4046.44043 validation_1-mae:5996.35107 [1590] validation_0-mae:4045.90918 validation_1-mae:5996.27148 [1591] validation_0-mae:4044.24658 validation_1-mae:5995.69824 [1592] validation_0-mae:4043.43555 validation_1-mae:5995.90430 [1593] validation_0-mae:4042.80811 validation_1-mae:5995.62793 [1594] validation_0-mae:4041.34766 validation_1-mae:5995.83594 [1595] validation_0-mae:4040.18555 validation_1-mae:5995.48096 [1596] validation_0-mae:4039.87744 validation_1-mae:5995.58887 [1597] validation_0-mae:4039.58423 validation_1-mae:5995.81494 [1598] validation_0-mae:4038.53174 validation_1-mae:5995.42725 [1599] validation_0-mae:4037.61621 validation_1-mae:5995.72510 [1600] validation_0-mae:4035.63306 validation_1-mae:5994.35059 [1601] validation_0-mae:4035.03564 validation_1-mae:5994.37402 [1602] validation_0-mae:4034.88110 validation_1-mae:5994.27686 [1603] validation_0-mae:4034.24756 validation_1-mae:5994.35840 [1604] validation_0-mae:4032.99609 validation_1-mae:5994.02832 [1605] validation_0-mae:4032.39160 validation_1-mae:5993.99658 [1606] validation_0-mae:4030.53345 validation_1-mae:5993.22314 [1607] validation_0-mae:4029.89917 validation_1-mae:5993.75342 [1608] validation_0-mae:4029.16016 validation_1-mae:5993.56055 [1609] validation_0-mae:4028.42725 validation_1-mae:5993.44531 [1610] validation_0-mae:4027.40747 validation_1-mae:5993.69678 [1611] validation_0-mae:4025.59351 validation_1-mae:5992.90430 [1612] validation_0-mae:4024.86792 validation_1-mae:5992.77100 [1613] validation_0-mae:4024.30395 validation_1-mae:5993.05371 [1614] validation_0-mae:4023.18872 validation_1-mae:5993.06836 [1615] validation_0-mae:4022.33569 validation_1-mae:5993.00098 [1616] validation_0-mae:4021.05762 validation_1-mae:5992.28272 [1617] validation_0-mae:4020.23779 validation_1-mae:5992.61670 [1618] validation_0-mae:4019.37183 validation_1-mae:5992.89551 [1619] validation_0-mae:4018.74145 validation_1-mae:5992.83545 [1620] validation_0-mae:4018.29981 validation_1-mae:5992.76904 [1621] validation_0-mae:4018.08057 validation_1-mae:5992.79004 [1622] validation_0-mae:4017.35254 validation_1-mae:5992.91699 [1623] validation_0-mae:4016.53198 validation_1-mae:5993.04883 [1624] validation_0-mae:4016.13892 validation_1-mae:5993.15186 [1625] validation_0-mae:4015.48291 validation_1-mae:5993.24609 [1626] validation_0-mae:4014.36987 validation_1-mae:5992.89551 [1627] validation_0-mae:4013.77002 validation_1-mae:5992.82471 [1628] validation_0-mae:4013.71899 validation_1-mae:5992.80273 [1629] validation_0-mae:4012.90747 validation_1-mae:5992.96777 [1630] validation_0-mae:4011.95361 validation_1-mae:5992.72412 [1631] validation_0-mae:4010.47705 validation_1-mae:5992.48975 [1632] validation_0-mae:4008.85474 validation_1-mae:5991.51221 [1633] validation_0-mae:4008.04907 validation_1-mae:5991.50244 [1634] validation_0-mae:4007.42920 validation_1-mae:5991.24072 [1635] validation_0-mae:4006.30981 validation_1-mae:5991.25537 [1636] validation_0-mae:4005.37598 validation_1-mae:5990.70752 [1637] validation_0-mae:4004.42236 validation_1-mae:5990.59424 [1638] validation_0-mae:4003.77173 validation_1-mae:5990.30078 [1639] validation_0-mae:4002.93579 validation_1-mae:5990.48828 [1640] validation_0-mae:4002.37939 validation_1-mae:5990.63721 [1641] validation_0-mae:4001.99658 validation_1-mae:5990.74805 [1642] validation_0-mae:4000.97900 validation_1-mae:5990.84326 [1643] validation_0-mae:4000.45068 validation_1-mae:5990.87158 [1644] validation_0-mae:3999.96362 validation_1-mae:5990.78272 [1645] validation_0-mae:3999.78833 validation_1-mae:5990.77344 [1646] validation_0-mae:3999.27124 validation_1-mae:5990.00830 [1647] validation_0-mae:3998.59399 validation_1-mae:5990.28076 [1648] validation_0-mae:3997.69775 validation_1-mae:5991.02344 [1649] validation_0-mae:3997.32739 validation_1-mae:5990.93555 [1650] validation_0-mae:3996.85254 validation_1-mae:5991.01514 [1651] validation_0-mae:3996.06396 validation_1-mae:5990.89795 [1652] validation_0-mae:3995.44995 validation_1-mae:5990.79590 [1653] validation_0-mae:3994.96069 validation_1-mae:5990.70020 [1654] validation_0-mae:3994.72192 validation_1-mae:5990.76416 [1655] validation_0-mae:3994.08740 validation_1-mae:5990.81641 [1656] validation_0-mae:3993.64429 validation_1-mae:5990.94629 [1657] validation_0-mae:3992.99756 validation_1-mae:5990.96680 [1658] validation_0-mae:3992.11133 validation_1-mae:5990.73584 [1659] validation_0-mae:3991.32178 validation_1-mae:5990.85156 [1660] validation_0-mae:3989.79883 validation_1-mae:5990.41846 [1661] validation_0-mae:3989.17676 validation_1-mae:5990.22656 [1662] validation_0-mae:3988.31274 validation_1-mae:5990.77832 [1663] validation_0-mae:3987.26367 validation_1-mae:5990.66113 [1664] validation_0-mae:3986.58032 validation_1-mae:5990.71973 [1665] validation_0-mae:3986.21484 validation_1-mae:5990.83154 [1666] validation_0-mae:3985.36694 validation_1-mae:5990.93457 [1667] validation_0-mae:3984.65918 validation_1-mae:5991.06934 [1668] validation_0-mae:3983.76978 validation_1-mae:5991.21973 [1669] validation_0-mae:3982.49561 validation_1-mae:5991.46191 [1670] validation_0-mae:3981.30249 validation_1-mae:5991.12500 [1671] validation_0-mae:3979.66480 validation_1-mae:5990.97119 [1672] validation_0-mae:3978.64624 validation_1-mae:5991.31592 [1673] validation_0-mae:3977.61523 validation_1-mae:5991.25586 [1674] validation_0-mae:3976.20264 validation_1-mae:5990.70264 [1675] validation_0-mae:3975.25659 validation_1-mae:5990.81152 [1676] validation_0-mae:3974.69409 validation_1-mae:5990.81689 [1677] validation_0-mae:3973.81592 validation_1-mae:5990.98877 [1678] validation_0-mae:3972.92529 validation_1-mae:5991.00439 [1679] validation_0-mae:3972.24658 validation_1-mae:5991.17627 [1680] validation_0-mae:3971.51904 validation_1-mae:5991.27002 [1681] validation_0-mae:3970.26050 validation_1-mae:5991.34228 [1682] validation_0-mae:3969.01538 validation_1-mae:5992.01611 [1683] validation_0-mae:3967.88477 validation_1-mae:5991.42920 [1684] validation_0-mae:3966.55493 validation_1-mae:5991.36621 [1685] validation_0-mae:3965.06567 validation_1-mae:5991.43994 [1686] validation_0-mae:3964.35791 validation_1-mae:5991.35889 [1687] validation_0-mae:3963.28906 validation_1-mae:5991.35400 [1688] validation_0-mae:3962.28198 validation_1-mae:5991.48145 [1689] validation_0-mae:3961.62646 validation_1-mae:5991.08203 [1690] validation_0-mae:3961.02295 validation_1-mae:5991.15039 [1691] validation_0-mae:3960.00366 validation_1-mae:5991.62891 [1692] validation_0-mae:3959.15576 validation_1-mae:5991.91602 [1693] validation_0-mae:3958.54102 validation_1-mae:5991.69678 [1694] validation_0-mae:3957.75195 validation_1-mae:5991.71094 [1695] validation_0-mae:3956.95606 validation_1-mae:5991.35742 [1696] validation_0-mae:3956.37622 validation_1-mae:5991.40478 [1697] validation_0-mae:3955.74243 validation_1-mae:5991.51123 [1698] validation_0-mae:3955.47241 validation_1-mae:5991.53320 [1699] validation_0-mae:3954.67676 validation_1-mae:5991.61084 Dropping: krajow [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65137 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.57666 [21] validation_0-mae:7944.89600 validation_1-mae:7832.65723 [22] validation_0-mae:7846.75635 validation_1-mae:7746.49707 [23] validation_0-mae:7760.49268 validation_1-mae:7677.36865 [24] validation_0-mae:7676.77881 validation_1-mae:7599.02197 [25] validation_0-mae:7604.22461 validation_1-mae:7535.70166 [26] validation_0-mae:7548.77930 validation_1-mae:7488.89014 [27] validation_0-mae:7488.50000 validation_1-mae:7434.85938 [28] validation_0-mae:7439.26465 validation_1-mae:7393.77002 [29] validation_0-mae:7397.07129 validation_1-mae:7359.59912 [30] validation_0-mae:7361.33447 validation_1-mae:7328.96973 [31] validation_0-mae:7320.76855 validation_1-mae:7292.48438 [32] validation_0-mae:7292.27344 validation_1-mae:7275.18701 [33] validation_0-mae:7264.06689 validation_1-mae:7254.14551 [34] validation_0-mae:7233.79004 validation_1-mae:7234.18408 [35] validation_0-mae:7202.32031 validation_1-mae:7209.31201 [36] validation_0-mae:7185.08740 validation_1-mae:7195.89600 [37] validation_0-mae:7167.61963 validation_1-mae:7185.46484 [38] validation_0-mae:7142.17969 validation_1-mae:7163.96484 [39] validation_0-mae:7120.81445 validation_1-mae:7146.78223 [40] validation_0-mae:7102.98682 validation_1-mae:7136.41309 [41] validation_0-mae:7086.79443 validation_1-mae:7124.01758 [42] validation_0-mae:7069.74609 validation_1-mae:7113.27588 [43] validation_0-mae:7049.70898 validation_1-mae:7099.46924 [44] validation_0-mae:7033.69287 validation_1-mae:7086.41162 [45] validation_0-mae:7014.76465 validation_1-mae:7073.41797 [46] validation_0-mae:6998.53857 validation_1-mae:7063.24609 [47] validation_0-mae:6975.02393 validation_1-mae:7044.48145 [48] validation_0-mae:6963.79541 validation_1-mae:7035.82031 [49] validation_0-mae:6944.66797 validation_1-mae:7021.40283 [50] validation_0-mae:6920.67480 validation_1-mae:7005.99365 [51] validation_0-mae:6908.85303 validation_1-mae:6996.75244 [52] validation_0-mae:6890.51709 validation_1-mae:6984.80957 [53] validation_0-mae:6871.32324 validation_1-mae:6968.04639 [54] validation_0-mae:6856.89600 validation_1-mae:6955.39160 [55] validation_0-mae:6846.20459 validation_1-mae:6948.95068 [56] validation_0-mae:6826.03076 validation_1-mae:6932.25781 [57] validation_0-mae:6813.08398 validation_1-mae:6923.68164 [58] validation_0-mae:6803.71582 validation_1-mae:6916.90869 [59] validation_0-mae:6786.72754 validation_1-mae:6908.94580 [60] validation_0-mae:6774.04492 validation_1-mae:6898.41455 [61] validation_0-mae:6760.41797 validation_1-mae:6887.68066 [62] validation_0-mae:6749.58740 validation_1-mae:6881.22949 [63] validation_0-mae:6734.16895 validation_1-mae:6868.75195 [64] validation_0-mae:6721.70703 validation_1-mae:6858.30420 [65] validation_0-mae:6710.04395 validation_1-mae:6849.59424 [66] validation_0-mae:6696.66162 validation_1-mae:6835.89160 [67] validation_0-mae:6686.05078 validation_1-mae:6830.17432 [68] validation_0-mae:6675.47510 validation_1-mae:6821.72217 [69] validation_0-mae:6670.55078 validation_1-mae:6818.39893 [70] validation_0-mae:6656.58936 validation_1-mae:6809.24756 [71] validation_0-mae:6645.05908 validation_1-mae:6800.58008 [72] validation_0-mae:6634.14893 validation_1-mae:6795.83789 [73] validation_0-mae:6626.81543 validation_1-mae:6789.44922 [74] validation_0-mae:6615.48486 validation_1-mae:6782.39258 [75] validation_0-mae:6594.62647 validation_1-mae:6763.67334 [76] validation_0-mae:6584.61572 validation_1-mae:6755.95166 [77] validation_0-mae:6580.52246 validation_1-mae:6751.52490 [78] validation_0-mae:6571.61914 validation_1-mae:6744.17578 [79] validation_0-mae:6562.51611 validation_1-mae:6739.40137 [80] validation_0-mae:6553.35889 validation_1-mae:6730.72559 [81] validation_0-mae:6540.77051 validation_1-mae:6722.53076 [82] validation_0-mae:6534.70850 validation_1-mae:6718.05322 [83] validation_0-mae:6526.16943 validation_1-mae:6711.43213 [84] validation_0-mae:6519.55664 validation_1-mae:6708.60596 [85] validation_0-mae:6510.32275 validation_1-mae:6701.93018 [86] validation_0-mae:6502.94092 validation_1-mae:6699.00684 [87] validation_0-mae:6490.16992 validation_1-mae:6688.97607 [88] validation_0-mae:6477.60596 validation_1-mae:6683.13867 [89] validation_0-mae:6471.63135 validation_1-mae:6677.20508 [90] validation_0-mae:6465.46338 validation_1-mae:6673.39355 [91] validation_0-mae:6457.59522 validation_1-mae:6666.43555 [92] validation_0-mae:6450.43164 validation_1-mae:6662.81836 [93] validation_0-mae:6442.52686 validation_1-mae:6659.67139 [94] validation_0-mae:6435.18066 validation_1-mae:6654.32129 [95] validation_0-mae:6427.90039 validation_1-mae:6648.76270 [96] validation_0-mae:6421.48535 validation_1-mae:6644.77978 [97] validation_0-mae:6411.04785 validation_1-mae:6638.39160 [98] validation_0-mae:6403.91064 validation_1-mae:6632.06201 [99] validation_0-mae:6396.84228 validation_1-mae:6627.28418 [100] validation_0-mae:6388.18603 validation_1-mae:6620.32275 [101] validation_0-mae:6385.47559 validation_1-mae:6618.74023 [102] validation_0-mae:6377.70654 validation_1-mae:6615.61377 [103] validation_0-mae:6372.88721 validation_1-mae:6611.12793 [104] validation_0-mae:6367.11963 validation_1-mae:6607.15039 [105] validation_0-mae:6361.61133 validation_1-mae:6602.82568 [106] validation_0-mae:6354.73535 validation_1-mae:6600.15283 [107] validation_0-mae:6351.73486 validation_1-mae:6598.70410 [108] validation_0-mae:6347.29199 validation_1-mae:6595.95703 [109] validation_0-mae:6340.40186 validation_1-mae:6591.04688 [110] validation_0-mae:6332.76660 validation_1-mae:6585.40381 [111] validation_0-mae:6328.40234 validation_1-mae:6583.30957 [112] validation_0-mae:6324.09619 validation_1-mae:6579.30469 [113] validation_0-mae:6317.14746 validation_1-mae:6574.83594 [114] validation_0-mae:6312.28125 validation_1-mae:6571.57520 [115] validation_0-mae:6307.44629 validation_1-mae:6569.77344 [116] validation_0-mae:6303.75098 validation_1-mae:6566.76807 [117] validation_0-mae:6300.46240 validation_1-mae:6565.77344 [118] validation_0-mae:6285.49316 validation_1-mae:6554.31250 [119] validation_0-mae:6280.44287 validation_1-mae:6553.31836 [120] validation_0-mae:6275.94580 validation_1-mae:6551.38135 [121] validation_0-mae:6269.61475 validation_1-mae:6547.85254 [122] validation_0-mae:6265.71728 validation_1-mae:6546.22852 [123] validation_0-mae:6260.69434 validation_1-mae:6542.30859 [124] validation_0-mae:6255.40723 validation_1-mae:6537.89844 [125] validation_0-mae:6252.21533 validation_1-mae:6535.41455 [126] validation_0-mae:6248.73242 validation_1-mae:6533.02783 [127] validation_0-mae:6245.21240 validation_1-mae:6531.81006 [128] validation_0-mae:6239.31397 validation_1-mae:6528.46826 [129] validation_0-mae:6230.73389 validation_1-mae:6522.06738 [130] validation_0-mae:6222.81103 validation_1-mae:6517.93359 [131] validation_0-mae:6215.81250 validation_1-mae:6512.68457 [132] validation_0-mae:6208.52686 validation_1-mae:6505.92822 [133] validation_0-mae:6207.25000 validation_1-mae:6505.39307 [134] validation_0-mae:6200.48145 validation_1-mae:6501.75342 [135] validation_0-mae:6196.98242 validation_1-mae:6500.92773 [136] validation_0-mae:6191.95264 validation_1-mae:6496.70605 [137] validation_0-mae:6185.63721 validation_1-mae:6492.51416 [138] validation_0-mae:6179.22070 validation_1-mae:6487.49219 [139] validation_0-mae:6174.90674 validation_1-mae:6486.06445 [140] validation_0-mae:6170.86084 validation_1-mae:6483.74951 [141] validation_0-mae:6167.00098 validation_1-mae:6480.92773 [142] validation_0-mae:6162.78027 validation_1-mae:6480.15674 [143] validation_0-mae:6159.03955 validation_1-mae:6478.70752 [144] validation_0-mae:6156.55127 validation_1-mae:6477.33545 [145] validation_0-mae:6154.79004 validation_1-mae:6476.12256 [146] validation_0-mae:6150.08594 validation_1-mae:6473.67285 [147] validation_0-mae:6145.03369 validation_1-mae:6471.95752 [148] validation_0-mae:6141.25635 validation_1-mae:6470.64648 [149] validation_0-mae:6133.24268 validation_1-mae:6464.57617 [150] validation_0-mae:6129.84326 validation_1-mae:6462.97803 [151] validation_0-mae:6125.86572 validation_1-mae:6460.66797 [152] validation_0-mae:6117.30566 validation_1-mae:6453.70361 [153] validation_0-mae:6111.80615 validation_1-mae:6450.48096 [154] validation_0-mae:6105.25635 validation_1-mae:6449.12256 [155] validation_0-mae:6100.87012 validation_1-mae:6445.85840 [156] validation_0-mae:6095.81055 validation_1-mae:6443.40088 [157] validation_0-mae:6094.80420 validation_1-mae:6442.27783 [158] validation_0-mae:6091.64258 validation_1-mae:6441.39941 [159] validation_0-mae:6086.85352 validation_1-mae:6437.46924 [160] validation_0-mae:6079.98242 validation_1-mae:6432.04199 [161] validation_0-mae:6076.78516 validation_1-mae:6430.48096 [162] validation_0-mae:6073.68603 validation_1-mae:6429.53027 [163] validation_0-mae:6069.70703 validation_1-mae:6426.92334 [164] validation_0-mae:6066.64600 validation_1-mae:6425.31494 [165] validation_0-mae:6063.58154 validation_1-mae:6425.58545 [166] validation_0-mae:6060.31201 validation_1-mae:6423.96094 [167] validation_0-mae:6057.61572 validation_1-mae:6422.30420 [168] validation_0-mae:6052.45312 validation_1-mae:6420.45801 [169] validation_0-mae:6047.73926 validation_1-mae:6418.68311 [170] validation_0-mae:6045.80615 validation_1-mae:6418.01318 [171] validation_0-mae:6041.22510 validation_1-mae:6418.78369 [172] validation_0-mae:6039.63965 validation_1-mae:6418.61084 [173] validation_0-mae:6036.31836 validation_1-mae:6417.81982 [174] validation_0-mae:6032.70410 validation_1-mae:6416.08545 [175] validation_0-mae:6029.19238 validation_1-mae:6414.82617 [176] validation_0-mae:6025.88672 validation_1-mae:6413.74463 [177] validation_0-mae:6023.56934 validation_1-mae:6412.30566 [178] validation_0-mae:6021.21582 validation_1-mae:6411.18018 [179] validation_0-mae:6018.04834 validation_1-mae:6409.48682 [180] validation_0-mae:6015.53857 validation_1-mae:6407.69482 [181] validation_0-mae:6015.06055 validation_1-mae:6407.55176 [182] validation_0-mae:6008.23633 validation_1-mae:6404.10303 [183] validation_0-mae:5999.70898 validation_1-mae:6399.11523 [184] validation_0-mae:5996.48193 validation_1-mae:6397.94922 [185] validation_0-mae:5991.63135 validation_1-mae:6395.99561 [186] validation_0-mae:5989.04346 validation_1-mae:6396.16455 [187] validation_0-mae:5984.61719 validation_1-mae:6393.53662 [188] validation_0-mae:5980.36475 validation_1-mae:6391.70752 [189] validation_0-mae:5975.98926 validation_1-mae:6388.64355 [190] validation_0-mae:5969.76465 validation_1-mae:6385.56738 [191] validation_0-mae:5966.18164 validation_1-mae:6383.96924 [192] validation_0-mae:5963.09082 validation_1-mae:6383.41211 [193] validation_0-mae:5960.63672 validation_1-mae:6382.78174 [194] validation_0-mae:5959.54102 validation_1-mae:6382.06250 [195] validation_0-mae:5956.40967 validation_1-mae:6381.52588 [196] validation_0-mae:5953.78711 validation_1-mae:6379.54395 [197] validation_0-mae:5951.14551 validation_1-mae:6377.96045 [198] validation_0-mae:5948.77393 validation_1-mae:6376.60938 [199] validation_0-mae:5944.65039 validation_1-mae:6375.54395 [200] validation_0-mae:5942.31055 validation_1-mae:6374.58643 [201] validation_0-mae:5939.12744 validation_1-mae:6373.64648 [202] validation_0-mae:5935.48975 validation_1-mae:6373.13379 [203] validation_0-mae:5933.61426 validation_1-mae:6372.44678 [204] validation_0-mae:5927.83594 validation_1-mae:6370.53076 [205] validation_0-mae:5922.65967 validation_1-mae:6369.48877 [206] validation_0-mae:5918.70752 validation_1-mae:6366.91162 [207] validation_0-mae:5912.37598 validation_1-mae:6361.76318 [208] validation_0-mae:5910.04297 validation_1-mae:6361.19141 [209] validation_0-mae:5909.07812 validation_1-mae:6360.95947 [210] validation_0-mae:5906.16113 validation_1-mae:6360.45068 [211] validation_0-mae:5900.21045 validation_1-mae:6357.79541 [212] validation_0-mae:5896.07422 validation_1-mae:6356.13184 [213] validation_0-mae:5894.13623 validation_1-mae:6355.91162 [214] validation_0-mae:5891.35059 validation_1-mae:6354.95654 [215] validation_0-mae:5886.97900 validation_1-mae:6352.04248 [216] validation_0-mae:5883.60596 validation_1-mae:6351.93115 [217] validation_0-mae:5880.00342 validation_1-mae:6350.26465 [218] validation_0-mae:5878.79150 validation_1-mae:6349.55664 [219] validation_0-mae:5876.90820 validation_1-mae:6348.95068 [220] validation_0-mae:5874.62939 validation_1-mae:6347.25684 [221] validation_0-mae:5872.10400 validation_1-mae:6346.46533 [222] validation_0-mae:5867.57275 validation_1-mae:6343.92480 [223] validation_0-mae:5865.78857 validation_1-mae:6343.20898 [224] validation_0-mae:5865.01758 validation_1-mae:6343.21387 [225] validation_0-mae:5863.58057 validation_1-mae:6341.83789 [226] validation_0-mae:5860.97803 validation_1-mae:6342.52197 [227] validation_0-mae:5856.66406 validation_1-mae:6340.12695 [228] validation_0-mae:5852.91943 validation_1-mae:6337.14307 [229] validation_0-mae:5845.58594 validation_1-mae:6331.41699 [230] validation_0-mae:5839.43750 validation_1-mae:6327.12842 [231] validation_0-mae:5836.72705 validation_1-mae:6325.47266 [232] validation_0-mae:5833.36377 validation_1-mae:6323.71924 [233] validation_0-mae:5828.91455 validation_1-mae:6319.96924 [234] validation_0-mae:5825.32080 validation_1-mae:6319.06641 [235] validation_0-mae:5823.41162 validation_1-mae:6317.87353 [236] validation_0-mae:5821.31934 validation_1-mae:6316.88867 [237] validation_0-mae:5816.73242 validation_1-mae:6314.52686 [238] validation_0-mae:5815.86279 validation_1-mae:6314.08496 [239] validation_0-mae:5811.49121 validation_1-mae:6311.40869 [240] validation_0-mae:5808.39404 validation_1-mae:6310.37939 [241] validation_0-mae:5805.13330 validation_1-mae:6309.08301 [242] validation_0-mae:5803.43408 validation_1-mae:6308.71533 [243] validation_0-mae:5800.56494 validation_1-mae:6307.33203 [244] validation_0-mae:5798.26074 validation_1-mae:6305.89648 [245] validation_0-mae:5795.84180 validation_1-mae:6305.29980 [246] validation_0-mae:5794.55420 validation_1-mae:6304.65527 [247] validation_0-mae:5792.75830 validation_1-mae:6304.31787 [248] validation_0-mae:5789.75293 validation_1-mae:6303.40186 [249] validation_0-mae:5789.15283 validation_1-mae:6303.30029 [250] validation_0-mae:5784.59326 validation_1-mae:6301.38330 [251] validation_0-mae:5782.48291 validation_1-mae:6300.50879 [252] validation_0-mae:5780.14062 validation_1-mae:6300.11133 [253] validation_0-mae:5778.29834 validation_1-mae:6299.60059 [254] validation_0-mae:5776.72998 validation_1-mae:6299.64160 [255] validation_0-mae:5775.72559 validation_1-mae:6299.49707 [256] validation_0-mae:5773.73096 validation_1-mae:6298.86426 [257] validation_0-mae:5771.70215 validation_1-mae:6297.37793 [258] validation_0-mae:5770.25732 validation_1-mae:6296.42236 [259] validation_0-mae:5766.94775 validation_1-mae:6293.61035 [260] validation_0-mae:5765.38672 validation_1-mae:6293.55908 [261] validation_0-mae:5762.74414 validation_1-mae:6292.39111 [262] validation_0-mae:5760.84180 validation_1-mae:6292.87158 [263] validation_0-mae:5758.62353 validation_1-mae:6291.18213 [264] validation_0-mae:5755.70459 validation_1-mae:6290.69189 [265] validation_0-mae:5751.83398 validation_1-mae:6290.56299 [266] validation_0-mae:5748.02930 validation_1-mae:6287.70850 [267] validation_0-mae:5745.39941 validation_1-mae:6286.74414 [268] validation_0-mae:5742.47217 validation_1-mae:6284.75684 [269] validation_0-mae:5736.97705 validation_1-mae:6280.50586 [270] validation_0-mae:5733.43408 validation_1-mae:6279.41309 [271] validation_0-mae:5730.54102 validation_1-mae:6278.29980 [272] validation_0-mae:5723.48926 validation_1-mae:6275.27295 [273] validation_0-mae:5721.64062 validation_1-mae:6274.66064 [274] validation_0-mae:5720.67920 validation_1-mae:6274.99268 [275] validation_0-mae:5719.78760 validation_1-mae:6274.26855 [276] validation_0-mae:5715.82324 validation_1-mae:6272.06055 [277] validation_0-mae:5714.99512 validation_1-mae:6271.61572 [278] validation_0-mae:5713.94873 validation_1-mae:6271.46728 [279] validation_0-mae:5711.12988 validation_1-mae:6270.40381 [280] validation_0-mae:5706.86963 validation_1-mae:6268.37939 [281] validation_0-mae:5704.45312 validation_1-mae:6267.84180 [282] validation_0-mae:5702.69482 validation_1-mae:6266.73779 [283] validation_0-mae:5700.79102 validation_1-mae:6266.36621 [284] validation_0-mae:5698.29395 validation_1-mae:6264.91162 [285] validation_0-mae:5696.75537 validation_1-mae:6264.76611 [286] validation_0-mae:5696.09424 validation_1-mae:6264.52295 [287] validation_0-mae:5695.47803 validation_1-mae:6264.28857 [288] validation_0-mae:5690.74951 validation_1-mae:6262.46191 [289] validation_0-mae:5687.50439 validation_1-mae:6261.61816 [290] validation_0-mae:5685.48828 validation_1-mae:6260.66455 [291] validation_0-mae:5681.98779 validation_1-mae:6259.59961 [292] validation_0-mae:5680.81201 validation_1-mae:6258.68164 [293] validation_0-mae:5677.99609 validation_1-mae:6257.11963 [294] validation_0-mae:5675.66748 validation_1-mae:6256.49756 [295] validation_0-mae:5673.59961 validation_1-mae:6255.82666 [296] validation_0-mae:5672.67432 validation_1-mae:6255.44971 [297] validation_0-mae:5672.39355 validation_1-mae:6255.68848 [298] validation_0-mae:5670.76025 validation_1-mae:6255.10352 [299] validation_0-mae:5666.49609 validation_1-mae:6252.37842 [300] validation_0-mae:5663.90088 validation_1-mae:6251.77930 [301] validation_0-mae:5661.73242 validation_1-mae:6251.78662 [302] validation_0-mae:5660.14648 validation_1-mae:6251.54492 [303] validation_0-mae:5658.27002 validation_1-mae:6251.55811 [304] validation_0-mae:5654.53857 validation_1-mae:6251.21387 [305] validation_0-mae:5652.11084 validation_1-mae:6251.29395 [306] validation_0-mae:5650.68018 validation_1-mae:6251.10449 [307] validation_0-mae:5648.82031 validation_1-mae:6251.64551 [308] validation_0-mae:5647.25342 validation_1-mae:6250.73535 [309] validation_0-mae:5644.01904 validation_1-mae:6249.56592 [310] validation_0-mae:5643.12207 validation_1-mae:6249.16357 [311] validation_0-mae:5640.83789 validation_1-mae:6248.22119 [312] validation_0-mae:5637.75000 validation_1-mae:6247.30811 [313] validation_0-mae:5634.77734 validation_1-mae:6245.28320 [314] validation_0-mae:5631.51611 validation_1-mae:6243.88623 [315] validation_0-mae:5630.05762 validation_1-mae:6243.65430 [316] validation_0-mae:5625.92529 validation_1-mae:6243.11963 [317] validation_0-mae:5624.61523 validation_1-mae:6242.56592 [318] validation_0-mae:5622.19727 validation_1-mae:6242.21387 [319] validation_0-mae:5617.01904 validation_1-mae:6239.15186 [320] validation_0-mae:5613.09668 validation_1-mae:6237.43799 [321] validation_0-mae:5612.01709 validation_1-mae:6237.13379 [322] validation_0-mae:5611.85547 validation_1-mae:6237.36377 [323] validation_0-mae:5606.91992 validation_1-mae:6234.83691 [324] validation_0-mae:5605.77588 validation_1-mae:6234.15088 [325] validation_0-mae:5605.03955 validation_1-mae:6233.83691 [326] validation_0-mae:5602.93945 validation_1-mae:6233.42773 [327] validation_0-mae:5601.30371 validation_1-mae:6232.82324 [328] validation_0-mae:5600.76953 validation_1-mae:6232.82129 [329] validation_0-mae:5598.59766 validation_1-mae:6231.61865 [330] validation_0-mae:5594.14551 validation_1-mae:6229.77881 [331] validation_0-mae:5590.88672 validation_1-mae:6229.90723 [332] validation_0-mae:5587.76123 validation_1-mae:6228.50781 [333] validation_0-mae:5585.78174 validation_1-mae:6228.16260 [334] validation_0-mae:5583.84228 validation_1-mae:6228.41211 [335] validation_0-mae:5581.17920 validation_1-mae:6226.79688 [336] validation_0-mae:5579.10254 validation_1-mae:6225.96289 [337] validation_0-mae:5578.60840 validation_1-mae:6225.61035 [338] validation_0-mae:5576.51514 validation_1-mae:6225.77783 [339] validation_0-mae:5573.92676 validation_1-mae:6223.24023 [340] validation_0-mae:5571.31787 validation_1-mae:6223.05371 [341] validation_0-mae:5569.11377 validation_1-mae:6223.39014 [342] validation_0-mae:5567.29736 validation_1-mae:6223.42285 [343] validation_0-mae:5566.16064 validation_1-mae:6222.56689 [344] validation_0-mae:5562.20703 validation_1-mae:6221.29150 [345] validation_0-mae:5560.90381 validation_1-mae:6220.66992 [346] validation_0-mae:5558.05908 validation_1-mae:6219.90772 [347] validation_0-mae:5557.83936 validation_1-mae:6219.98486 [348] validation_0-mae:5555.32031 validation_1-mae:6220.06885 [349] validation_0-mae:5552.53027 validation_1-mae:6219.68652 [350] validation_0-mae:5549.46533 validation_1-mae:6219.46240 [351] validation_0-mae:5547.34814 validation_1-mae:6219.17725 [352] validation_0-mae:5545.00342 validation_1-mae:6218.02100 [353] validation_0-mae:5541.62891 validation_1-mae:6216.62500 [354] validation_0-mae:5539.54492 validation_1-mae:6216.27295 [355] validation_0-mae:5537.62256 validation_1-mae:6216.62500 [356] validation_0-mae:5532.91016 validation_1-mae:6214.26904 [357] validation_0-mae:5529.62793 validation_1-mae:6213.95264 [358] validation_0-mae:5528.72754 validation_1-mae:6213.89160 [359] validation_0-mae:5528.14404 validation_1-mae:6213.95508 [360] validation_0-mae:5527.60254 validation_1-mae:6213.96533 [361] validation_0-mae:5527.25586 validation_1-mae:6213.91162 [362] validation_0-mae:5525.41211 validation_1-mae:6212.80078 [363] validation_0-mae:5522.79053 validation_1-mae:6211.98389 [364] validation_0-mae:5519.10938 validation_1-mae:6210.60742 [365] validation_0-mae:5518.01660 validation_1-mae:6210.42383 [366] validation_0-mae:5514.26855 validation_1-mae:6208.79395 [367] validation_0-mae:5512.47852 validation_1-mae:6207.86670 [368] validation_0-mae:5509.76562 validation_1-mae:6207.16211 [369] validation_0-mae:5507.55713 validation_1-mae:6205.76172 [370] validation_0-mae:5505.96728 validation_1-mae:6205.34180 [371] validation_0-mae:5504.86475 validation_1-mae:6204.98145 [372] validation_0-mae:5501.99219 validation_1-mae:6203.78320 [373] validation_0-mae:5501.02002 validation_1-mae:6203.62451 [374] validation_0-mae:5496.93164 validation_1-mae:6203.01611 [375] validation_0-mae:5495.40674 validation_1-mae:6203.09912 [376] validation_0-mae:5493.02246 validation_1-mae:6202.70117 [377] validation_0-mae:5490.26367 validation_1-mae:6202.58350 [378] validation_0-mae:5487.12061 validation_1-mae:6201.16504 [379] validation_0-mae:5481.70215 validation_1-mae:6199.53662 [380] validation_0-mae:5480.19043 validation_1-mae:6199.38818 [381] validation_0-mae:5478.77588 validation_1-mae:6198.86914 [382] validation_0-mae:5477.40137 validation_1-mae:6198.90381 [383] validation_0-mae:5474.57520 validation_1-mae:6197.98291 [384] validation_0-mae:5472.26221 validation_1-mae:6197.55615 [385] validation_0-mae:5469.59668 validation_1-mae:6195.92822 [386] validation_0-mae:5466.41357 validation_1-mae:6194.93066 [387] validation_0-mae:5464.02100 validation_1-mae:6194.55029 [388] validation_0-mae:5462.90332 validation_1-mae:6193.42969 [389] validation_0-mae:5460.00391 validation_1-mae:6192.04932 [390] validation_0-mae:5458.12598 validation_1-mae:6191.90186 [391] validation_0-mae:5456.04834 validation_1-mae:6191.98389 [392] validation_0-mae:5453.75635 validation_1-mae:6191.53516 [393] validation_0-mae:5452.96533 validation_1-mae:6190.91846 [394] validation_0-mae:5447.91016 validation_1-mae:6189.33350 [395] validation_0-mae:5445.83350 validation_1-mae:6188.24609 [396] validation_0-mae:5444.22852 validation_1-mae:6187.49365 [397] validation_0-mae:5443.80664 validation_1-mae:6187.62500 [398] validation_0-mae:5443.30615 validation_1-mae:6187.21924 [399] validation_0-mae:5441.99414 validation_1-mae:6187.13330 [400] validation_0-mae:5440.99365 validation_1-mae:6186.39062 [401] validation_0-mae:5439.57031 validation_1-mae:6185.34375 [402] validation_0-mae:5436.87793 validation_1-mae:6185.24463 [403] validation_0-mae:5435.43701 validation_1-mae:6184.92432 [404] validation_0-mae:5434.79492 validation_1-mae:6184.91064 [405] validation_0-mae:5430.78272 validation_1-mae:6182.85889 [406] validation_0-mae:5428.43799 validation_1-mae:6181.74756 [407] validation_0-mae:5426.76123 validation_1-mae:6181.56787 [408] validation_0-mae:5425.57080 validation_1-mae:6181.10547 [409] validation_0-mae:5423.78809 validation_1-mae:6180.46680 [410] validation_0-mae:5422.84033 validation_1-mae:6180.39697 [411] validation_0-mae:5419.52295 validation_1-mae:6178.66699 [412] validation_0-mae:5416.65430 validation_1-mae:6177.09131 [413] validation_0-mae:5414.29395 validation_1-mae:6175.70410 [414] validation_0-mae:5412.43115 validation_1-mae:6174.34522 [415] validation_0-mae:5411.61670 validation_1-mae:6174.51953 [416] validation_0-mae:5410.07764 validation_1-mae:6174.29785 [417] validation_0-mae:5405.86572 validation_1-mae:6174.05322 [418] validation_0-mae:5404.34766 validation_1-mae:6174.57812 [419] validation_0-mae:5403.26172 validation_1-mae:6174.02100 [420] validation_0-mae:5402.83936 validation_1-mae:6173.85742 [421] validation_0-mae:5402.08643 validation_1-mae:6173.46094 [422] validation_0-mae:5401.69238 validation_1-mae:6173.54639 [423] validation_0-mae:5399.77393 validation_1-mae:6174.31103 [424] validation_0-mae:5397.61865 validation_1-mae:6173.61768 [425] validation_0-mae:5395.31152 validation_1-mae:6172.95215 [426] validation_0-mae:5393.52100 validation_1-mae:6172.38330 [427] validation_0-mae:5391.30713 validation_1-mae:6172.02246 [428] validation_0-mae:5390.29443 validation_1-mae:6172.20020 [429] validation_0-mae:5388.21533 validation_1-mae:6172.16406 [430] validation_0-mae:5384.34814 validation_1-mae:6172.57275 [431] validation_0-mae:5380.87402 validation_1-mae:6170.75586 [432] validation_0-mae:5379.03857 validation_1-mae:6170.57764 [433] validation_0-mae:5377.52637 validation_1-mae:6169.82275 [434] validation_0-mae:5374.04102 validation_1-mae:6167.84424 [435] validation_0-mae:5373.45020 validation_1-mae:6167.94531 [436] validation_0-mae:5370.77441 validation_1-mae:6166.98730 [437] validation_0-mae:5370.34766 validation_1-mae:6166.77393 [438] validation_0-mae:5367.63477 validation_1-mae:6164.88525 [439] validation_0-mae:5364.23584 validation_1-mae:6163.27881 [440] validation_0-mae:5361.63086 validation_1-mae:6162.71289 [441] validation_0-mae:5360.47266 validation_1-mae:6162.80762 [442] validation_0-mae:5359.72949 validation_1-mae:6162.65674 [443] validation_0-mae:5359.50830 validation_1-mae:6162.55566 [444] validation_0-mae:5356.49951 validation_1-mae:6160.97119 [445] validation_0-mae:5355.28467 validation_1-mae:6160.84619 [446] validation_0-mae:5353.95996 validation_1-mae:6160.08154 [447] validation_0-mae:5353.18311 validation_1-mae:6159.79785 [448] validation_0-mae:5351.32031 validation_1-mae:6159.58301 [449] validation_0-mae:5349.95605 validation_1-mae:6159.91064 [450] validation_0-mae:5347.19971 validation_1-mae:6159.44141 [451] validation_0-mae:5345.45508 validation_1-mae:6158.20166 [452] validation_0-mae:5344.00098 validation_1-mae:6158.62549 [453] validation_0-mae:5342.63525 validation_1-mae:6158.66943 [454] validation_0-mae:5339.02441 validation_1-mae:6155.72852 [455] validation_0-mae:5337.68701 validation_1-mae:6155.74463 [456] validation_0-mae:5335.81299 validation_1-mae:6155.77051 [457] validation_0-mae:5332.80225 validation_1-mae:6154.32715 [458] validation_0-mae:5331.32861 validation_1-mae:6154.19043 [459] validation_0-mae:5329.10010 validation_1-mae:6152.98730 [460] validation_0-mae:5328.92236 validation_1-mae:6153.01514 [461] validation_0-mae:5327.78076 validation_1-mae:6152.79150 [462] validation_0-mae:5325.53467 validation_1-mae:6151.92676 [463] validation_0-mae:5324.15039 validation_1-mae:6151.74365 [464] validation_0-mae:5322.69043 validation_1-mae:6151.71094 [465] validation_0-mae:5321.30078 validation_1-mae:6151.51416 [466] validation_0-mae:5320.20166 validation_1-mae:6151.33545 [467] validation_0-mae:5318.00049 validation_1-mae:6150.42920 [468] validation_0-mae:5316.03467 validation_1-mae:6148.94238 [469] validation_0-mae:5313.34473 validation_1-mae:6146.67139 [470] validation_0-mae:5310.51514 validation_1-mae:6145.92920 [471] validation_0-mae:5308.99512 validation_1-mae:6145.69434 [472] validation_0-mae:5308.91064 validation_1-mae:6145.64502 [473] validation_0-mae:5307.87695 validation_1-mae:6145.67285 [474] validation_0-mae:5306.68066 validation_1-mae:6145.60596 [475] validation_0-mae:5304.14746 validation_1-mae:6144.39209 [476] validation_0-mae:5301.86377 validation_1-mae:6143.46289 [477] validation_0-mae:5299.29248 validation_1-mae:6142.46338 [478] validation_0-mae:5296.57568 validation_1-mae:6142.65186 [479] validation_0-mae:5294.79053 validation_1-mae:6142.41504 [480] validation_0-mae:5292.96338 validation_1-mae:6142.16162 [481] validation_0-mae:5291.58887 validation_1-mae:6141.68994 [482] validation_0-mae:5289.09863 validation_1-mae:6140.15625 [483] validation_0-mae:5285.90576 validation_1-mae:6138.28320 [484] validation_0-mae:5285.66602 validation_1-mae:6138.39307 [485] validation_0-mae:5282.55518 validation_1-mae:6138.12207 [486] validation_0-mae:5281.97656 validation_1-mae:6138.17529 [487] validation_0-mae:5280.44824 validation_1-mae:6138.03369 [488] validation_0-mae:5279.97266 validation_1-mae:6137.82373 [489] validation_0-mae:5279.62305 validation_1-mae:6137.63525 [490] validation_0-mae:5278.85205 validation_1-mae:6137.33643 [491] validation_0-mae:5277.31787 validation_1-mae:6137.14600 [492] validation_0-mae:5276.29053 validation_1-mae:6137.29102 [493] validation_0-mae:5273.22607 validation_1-mae:6136.87695 [494] validation_0-mae:5272.56397 validation_1-mae:6137.20215 [495] validation_0-mae:5272.17920 validation_1-mae:6137.12012 [496] validation_0-mae:5270.12012 validation_1-mae:6136.87256 [497] validation_0-mae:5267.40967 validation_1-mae:6136.35352 [498] validation_0-mae:5265.57422 validation_1-mae:6135.35742 [499] validation_0-mae:5263.74170 validation_1-mae:6135.65039 [500] validation_0-mae:5262.52441 validation_1-mae:6135.58447 [501] validation_0-mae:5262.24951 validation_1-mae:6135.66455 [502] validation_0-mae:5259.06543 validation_1-mae:6135.74316 [503] validation_0-mae:5257.63672 validation_1-mae:6135.06934 [504] validation_0-mae:5255.44434 validation_1-mae:6134.51416 [505] validation_0-mae:5253.36670 validation_1-mae:6133.61670 [506] validation_0-mae:5252.34375 validation_1-mae:6133.53174 [507] validation_0-mae:5251.19238 validation_1-mae:6133.26709 [508] validation_0-mae:5248.21631 validation_1-mae:6132.02978 [509] validation_0-mae:5247.30078 validation_1-mae:6132.16846 [510] validation_0-mae:5245.97852 validation_1-mae:6131.64648 [511] validation_0-mae:5245.62744 validation_1-mae:6131.37207 [512] validation_0-mae:5242.00000 validation_1-mae:6130.29150 [513] validation_0-mae:5240.25781 validation_1-mae:6130.10547 [514] validation_0-mae:5238.36963 validation_1-mae:6130.50147 [515] validation_0-mae:5238.27832 validation_1-mae:6130.57617 [516] validation_0-mae:5236.40820 validation_1-mae:6130.99561 [517] validation_0-mae:5235.82324 validation_1-mae:6131.06055 [518] validation_0-mae:5234.23193 validation_1-mae:6131.56738 [519] validation_0-mae:5233.22900 validation_1-mae:6131.74902 [520] validation_0-mae:5232.64697 validation_1-mae:6131.44873 [521] validation_0-mae:5231.41357 validation_1-mae:6131.86475 [522] validation_0-mae:5230.01807 validation_1-mae:6131.31934 [523] validation_0-mae:5228.20752 validation_1-mae:6131.88916 [524] validation_0-mae:5227.70557 validation_1-mae:6132.10010 [525] validation_0-mae:5226.28223 validation_1-mae:6131.61230 [526] validation_0-mae:5224.77441 validation_1-mae:6131.99512 [527] validation_0-mae:5222.71387 validation_1-mae:6132.15478 [528] validation_0-mae:5220.81689 validation_1-mae:6131.74365 [529] validation_0-mae:5218.18897 validation_1-mae:6131.36768 [530] validation_0-mae:5217.59766 validation_1-mae:6131.54150 [531] validation_0-mae:5215.52832 validation_1-mae:6130.81885 [532] validation_0-mae:5214.23633 validation_1-mae:6130.43750 [533] validation_0-mae:5211.99658 validation_1-mae:6130.54395 [534] validation_0-mae:5209.23486 validation_1-mae:6130.51025 [535] validation_0-mae:5206.07568 validation_1-mae:6130.06494 [536] validation_0-mae:5203.95947 validation_1-mae:6130.47998 [537] validation_0-mae:5202.75049 validation_1-mae:6129.73730 [538] validation_0-mae:5201.14746 validation_1-mae:6128.96875 [539] validation_0-mae:5198.47510 validation_1-mae:6129.17578 [540] validation_0-mae:5196.00537 validation_1-mae:6127.78516 [541] validation_0-mae:5194.79785 validation_1-mae:6127.45605 [542] validation_0-mae:5193.05176 validation_1-mae:6127.28564 [543] validation_0-mae:5191.89062 validation_1-mae:6126.92236 [544] validation_0-mae:5191.71387 validation_1-mae:6126.96924 [545] validation_0-mae:5191.21728 validation_1-mae:6126.83838 [546] validation_0-mae:5189.08008 validation_1-mae:6125.61816 [547] validation_0-mae:5187.10645 validation_1-mae:6124.52539 [548] validation_0-mae:5185.35498 validation_1-mae:6123.95117 [549] validation_0-mae:5182.54736 validation_1-mae:6123.42188 [550] validation_0-mae:5180.40332 validation_1-mae:6122.72022 [551] validation_0-mae:5178.43945 validation_1-mae:6122.70996 [552] validation_0-mae:5176.08105 validation_1-mae:6122.30469 [553] validation_0-mae:5175.94531 validation_1-mae:6122.21973 [554] validation_0-mae:5175.32080 validation_1-mae:6121.95215 [555] validation_0-mae:5174.55127 validation_1-mae:6122.00586 [556] validation_0-mae:5173.37793 validation_1-mae:6122.32275 [557] validation_0-mae:5172.38574 validation_1-mae:6122.54541 [558] validation_0-mae:5171.33252 validation_1-mae:6122.47510 [559] validation_0-mae:5170.44482 validation_1-mae:6122.39062 [560] validation_0-mae:5169.46582 validation_1-mae:6122.47852 [561] validation_0-mae:5169.15918 validation_1-mae:6122.14990 [562] validation_0-mae:5167.10010 validation_1-mae:6121.31982 [563] validation_0-mae:5165.24365 validation_1-mae:6120.74853 [564] validation_0-mae:5160.89307 validation_1-mae:6118.02539 [565] validation_0-mae:5159.29639 validation_1-mae:6118.45947 [566] validation_0-mae:5158.48389 validation_1-mae:6118.39648 [567] validation_0-mae:5157.04834 validation_1-mae:6117.29297 [568] validation_0-mae:5154.58643 validation_1-mae:6117.63184 [569] validation_0-mae:5153.41748 validation_1-mae:6117.28809 [570] validation_0-mae:5152.15772 validation_1-mae:6117.65478 [571] validation_0-mae:5151.17627 validation_1-mae:6117.67725 [572] validation_0-mae:5148.20459 validation_1-mae:6117.29150 [573] validation_0-mae:5146.26270 validation_1-mae:6116.42090 [574] validation_0-mae:5144.80859 validation_1-mae:6115.93506 [575] validation_0-mae:5143.88477 validation_1-mae:6115.75244 [576] validation_0-mae:5143.29883 validation_1-mae:6115.53418 [577] validation_0-mae:5142.62793 validation_1-mae:6115.33447 [578] validation_0-mae:5138.61572 validation_1-mae:6115.26123 [579] validation_0-mae:5137.60107 validation_1-mae:6115.31982 [580] validation_0-mae:5134.20605 validation_1-mae:6114.81836 [581] validation_0-mae:5132.55029 validation_1-mae:6114.37891 [582] validation_0-mae:5131.55029 validation_1-mae:6114.44580 [583] validation_0-mae:5129.46875 validation_1-mae:6113.21338 [584] validation_0-mae:5126.92334 validation_1-mae:6113.18994 [585] validation_0-mae:5126.13574 validation_1-mae:6113.13818 [586] validation_0-mae:5124.53955 validation_1-mae:6112.79590 [587] validation_0-mae:5122.61182 validation_1-mae:6111.19922 [588] validation_0-mae:5120.94824 validation_1-mae:6111.05664 [589] validation_0-mae:5119.83350 validation_1-mae:6110.61572 [590] validation_0-mae:5118.08545 validation_1-mae:6109.41309 [591] validation_0-mae:5117.90527 validation_1-mae:6109.43457 [592] validation_0-mae:5116.11963 validation_1-mae:6108.89697 [593] validation_0-mae:5114.41553 validation_1-mae:6108.22119 [594] validation_0-mae:5113.85498 validation_1-mae:6108.04639 [595] validation_0-mae:5113.39111 validation_1-mae:6107.98682 [596] validation_0-mae:5110.88623 validation_1-mae:6107.70850 [597] validation_0-mae:5108.91357 validation_1-mae:6107.40576 [598] validation_0-mae:5107.86572 validation_1-mae:6107.63232 [599] validation_0-mae:5107.67773 validation_1-mae:6107.72803 [600] validation_0-mae:5106.15723 validation_1-mae:6108.27197 [601] validation_0-mae:5104.73535 validation_1-mae:6107.60547 [602] validation_0-mae:5103.26660 validation_1-mae:6106.93262 [603] validation_0-mae:5101.68506 validation_1-mae:6106.15527 [604] validation_0-mae:5098.21826 validation_1-mae:6105.04443 [605] validation_0-mae:5096.22266 validation_1-mae:6104.37353 [606] validation_0-mae:5094.46240 validation_1-mae:6104.13574 [607] validation_0-mae:5092.62647 validation_1-mae:6103.62305 [608] validation_0-mae:5090.01904 validation_1-mae:6102.81445 [609] validation_0-mae:5088.88330 validation_1-mae:6102.82373 [610] validation_0-mae:5086.68262 validation_1-mae:6101.90039 [611] validation_0-mae:5085.95459 validation_1-mae:6102.06934 [612] validation_0-mae:5085.01172 validation_1-mae:6102.01953 [613] validation_0-mae:5084.32471 validation_1-mae:6102.38086 [614] validation_0-mae:5081.76123 validation_1-mae:6102.56689 [615] validation_0-mae:5081.06006 validation_1-mae:6102.49170 [616] validation_0-mae:5078.91113 validation_1-mae:6101.40967 [617] validation_0-mae:5078.85889 validation_1-mae:6101.42627 [618] validation_0-mae:5075.99951 validation_1-mae:6100.25098 [619] validation_0-mae:5072.93506 validation_1-mae:6099.84619 [620] validation_0-mae:5068.84473 validation_1-mae:6100.01465 [621] validation_0-mae:5067.63818 validation_1-mae:6100.13184 [622] validation_0-mae:5065.65576 validation_1-mae:6099.54199 [623] validation_0-mae:5064.16016 validation_1-mae:6099.37256 [624] validation_0-mae:5061.45215 validation_1-mae:6098.28272 [625] validation_0-mae:5059.73438 validation_1-mae:6097.56103 [626] validation_0-mae:5059.17090 validation_1-mae:6097.39209 [627] validation_0-mae:5057.87988 validation_1-mae:6097.01221 [628] validation_0-mae:5056.78662 validation_1-mae:6096.75488 [629] validation_0-mae:5053.24902 validation_1-mae:6094.72022 [630] validation_0-mae:5051.92871 validation_1-mae:6094.93018 [631] validation_0-mae:5050.34082 validation_1-mae:6094.39404 [632] validation_0-mae:5048.07568 validation_1-mae:6094.71680 [633] validation_0-mae:5046.58057 validation_1-mae:6094.15674 [634] validation_0-mae:5044.27197 validation_1-mae:6094.25098 [635] validation_0-mae:5042.78369 validation_1-mae:6094.39941 [636] validation_0-mae:5040.58545 validation_1-mae:6093.57080 [637] validation_0-mae:5037.86475 validation_1-mae:6094.24414 [638] validation_0-mae:5035.35352 validation_1-mae:6093.50537 [639] validation_0-mae:5033.43018 validation_1-mae:6093.43945 [640] validation_0-mae:5031.54443 validation_1-mae:6092.79834 [641] validation_0-mae:5030.11426 validation_1-mae:6092.76514 [642] validation_0-mae:5027.86035 validation_1-mae:6092.01318 [643] validation_0-mae:5026.54932 validation_1-mae:6092.18897 [644] validation_0-mae:5023.45654 validation_1-mae:6090.68799 [645] validation_0-mae:5021.83887 validation_1-mae:6090.23682 [646] validation_0-mae:5020.97705 validation_1-mae:6090.21728 [647] validation_0-mae:5019.53467 validation_1-mae:6090.18262 [648] validation_0-mae:5019.37305 validation_1-mae:6090.20410 [649] validation_0-mae:5018.81397 validation_1-mae:6090.42871 [650] validation_0-mae:5018.02832 validation_1-mae:6090.10498 [651] validation_0-mae:5016.53418 validation_1-mae:6090.24072 [652] validation_0-mae:5015.50439 validation_1-mae:6089.91699 [653] validation_0-mae:5014.33691 validation_1-mae:6089.83398 [654] validation_0-mae:5014.01172 validation_1-mae:6089.66064 [655] validation_0-mae:5013.04883 validation_1-mae:6090.19482 [656] validation_0-mae:5011.86182 validation_1-mae:6089.97754 [657] validation_0-mae:5010.55518 validation_1-mae:6089.35156 [658] validation_0-mae:5008.72754 validation_1-mae:6088.94189 [659] validation_0-mae:5006.87012 validation_1-mae:6088.76953 [660] validation_0-mae:5004.48535 validation_1-mae:6088.50098 [661] validation_0-mae:5002.18115 validation_1-mae:6088.94189 [662] validation_0-mae:5001.38574 validation_1-mae:6088.23486 [663] validation_0-mae:4999.80566 validation_1-mae:6087.56348 [664] validation_0-mae:4998.17773 validation_1-mae:6086.75781 [665] validation_0-mae:4997.52930 validation_1-mae:6086.63525 [666] validation_0-mae:4995.11816 validation_1-mae:6086.22852 [667] validation_0-mae:4993.62305 validation_1-mae:6085.92334 [668] validation_0-mae:4991.64746 validation_1-mae:6086.01660 [669] validation_0-mae:4990.99512 validation_1-mae:6086.24756 [670] validation_0-mae:4989.96533 validation_1-mae:6085.97803 [671] validation_0-mae:4988.92334 validation_1-mae:6086.51562 [672] validation_0-mae:4987.14551 validation_1-mae:6085.93701 [673] validation_0-mae:4984.93848 validation_1-mae:6084.66357 [674] validation_0-mae:4981.65381 validation_1-mae:6083.59961 [675] validation_0-mae:4980.09912 validation_1-mae:6082.78369 [676] validation_0-mae:4979.08350 validation_1-mae:6082.85059 [677] validation_0-mae:4978.43164 validation_1-mae:6083.36865 [678] validation_0-mae:4977.23047 validation_1-mae:6083.61621 [679] validation_0-mae:4976.36572 validation_1-mae:6083.53076 [680] validation_0-mae:4975.49316 validation_1-mae:6083.29102 [681] validation_0-mae:4973.54883 validation_1-mae:6082.59912 [682] validation_0-mae:4972.42285 validation_1-mae:6082.32080 [683] validation_0-mae:4971.47314 validation_1-mae:6082.10352 [684] validation_0-mae:4969.50781 validation_1-mae:6081.20215 [685] validation_0-mae:4967.26270 validation_1-mae:6080.81543 [686] validation_0-mae:4966.38330 validation_1-mae:6080.72510 [687] validation_0-mae:4966.17822 validation_1-mae:6080.64307 [688] validation_0-mae:4964.67578 validation_1-mae:6080.26953 [689] validation_0-mae:4964.58057 validation_1-mae:6080.31885 [690] validation_0-mae:4964.32178 validation_1-mae:6080.32178 [691] validation_0-mae:4963.91016 validation_1-mae:6080.45703 [692] validation_0-mae:4963.28662 validation_1-mae:6080.29346 [693] validation_0-mae:4961.43408 validation_1-mae:6079.89697 [694] validation_0-mae:4960.17969 validation_1-mae:6080.08350 [695] validation_0-mae:4959.38037 validation_1-mae:6080.06641 [696] validation_0-mae:4958.88330 validation_1-mae:6079.80811 [697] validation_0-mae:4958.41895 validation_1-mae:6079.81103 [698] validation_0-mae:4957.45508 validation_1-mae:6079.84814 [699] validation_0-mae:4954.95068 validation_1-mae:6080.16211 [700] validation_0-mae:4954.28857 validation_1-mae:6080.20850 [701] validation_0-mae:4952.55420 validation_1-mae:6079.37305 [702] validation_0-mae:4951.58740 validation_1-mae:6079.29199 [703] validation_0-mae:4951.34131 validation_1-mae:6079.22412 [704] validation_0-mae:4950.32861 validation_1-mae:6079.23096 [705] validation_0-mae:4948.12891 validation_1-mae:6078.70508 [706] validation_0-mae:4946.00928 validation_1-mae:6077.90772 [707] validation_0-mae:4944.13232 validation_1-mae:6078.25342 [708] validation_0-mae:4942.37353 validation_1-mae:6077.74756 [709] validation_0-mae:4941.35889 validation_1-mae:6078.00684 [710] validation_0-mae:4939.30713 validation_1-mae:6076.54590 [711] validation_0-mae:4937.32178 validation_1-mae:6076.87158 [712] validation_0-mae:4935.23535 validation_1-mae:6076.75049 [713] validation_0-mae:4934.36816 validation_1-mae:6076.45508 [714] validation_0-mae:4933.13818 validation_1-mae:6076.49219 [715] validation_0-mae:4932.07861 validation_1-mae:6076.16113 [716] validation_0-mae:4930.38818 validation_1-mae:6075.88867 [717] validation_0-mae:4929.93311 validation_1-mae:6076.20508 [718] validation_0-mae:4929.77344 validation_1-mae:6076.44238 [719] validation_0-mae:4928.61035 validation_1-mae:6076.37256 [720] validation_0-mae:4925.87842 validation_1-mae:6076.17627 [721] validation_0-mae:4923.75293 validation_1-mae:6076.99805 [722] validation_0-mae:4922.50098 validation_1-mae:6077.17725 [723] validation_0-mae:4921.36963 validation_1-mae:6076.74609 [724] validation_0-mae:4920.06201 validation_1-mae:6075.91846 [725] validation_0-mae:4919.37402 validation_1-mae:6075.91211 [726] validation_0-mae:4918.44971 validation_1-mae:6076.17627 [727] validation_0-mae:4918.08545 validation_1-mae:6076.05273 [728] validation_0-mae:4916.24756 validation_1-mae:6075.86035 [729] validation_0-mae:4916.10010 validation_1-mae:6075.92578 [730] validation_0-mae:4914.79004 validation_1-mae:6075.65039 [731] validation_0-mae:4914.51660 validation_1-mae:6075.70117 [732] validation_0-mae:4913.64844 validation_1-mae:6076.26709 [733] validation_0-mae:4912.29150 validation_1-mae:6076.25391 [734] validation_0-mae:4910.11182 validation_1-mae:6075.70410 [735] validation_0-mae:4908.64600 validation_1-mae:6074.94482 [736] validation_0-mae:4906.98145 validation_1-mae:6074.49023 [737] validation_0-mae:4905.93018 validation_1-mae:6073.49463 [738] validation_0-mae:4903.95117 validation_1-mae:6072.72363 [739] validation_0-mae:4900.55908 validation_1-mae:6071.49023 [740] validation_0-mae:4899.61963 validation_1-mae:6071.30029 [741] validation_0-mae:4898.61426 validation_1-mae:6070.95264 [742] validation_0-mae:4896.73535 validation_1-mae:6071.14990 [743] validation_0-mae:4895.20215 validation_1-mae:6070.52246 [744] validation_0-mae:4893.07324 validation_1-mae:6070.33203 [745] validation_0-mae:4891.65674 validation_1-mae:6069.47705 [746] validation_0-mae:4888.37939 validation_1-mae:6069.64258 [747] validation_0-mae:4887.11230 validation_1-mae:6069.82031 [748] validation_0-mae:4885.88672 validation_1-mae:6069.31885 [749] validation_0-mae:4883.76660 validation_1-mae:6068.93750 [750] validation_0-mae:4882.66992 validation_1-mae:6068.51953 [751] validation_0-mae:4881.44385 validation_1-mae:6068.71826 [752] validation_0-mae:4880.60205 validation_1-mae:6068.37793 [753] validation_0-mae:4878.35498 validation_1-mae:6068.26416 [754] validation_0-mae:4877.08496 validation_1-mae:6067.69434 [755] validation_0-mae:4875.63184 validation_1-mae:6067.88916 [756] validation_0-mae:4874.05420 validation_1-mae:6067.59082 [757] validation_0-mae:4873.11328 validation_1-mae:6067.51221 [758] validation_0-mae:4872.16309 validation_1-mae:6067.59717 [759] validation_0-mae:4871.39209 validation_1-mae:6067.48926 [760] validation_0-mae:4870.10791 validation_1-mae:6066.82959 [761] validation_0-mae:4869.80713 validation_1-mae:6066.73145 [762] validation_0-mae:4868.68652 validation_1-mae:6067.34766 [763] validation_0-mae:4867.52002 validation_1-mae:6067.16455 [764] validation_0-mae:4865.99951 validation_1-mae:6067.22412 [765] validation_0-mae:4863.95068 validation_1-mae:6066.98779 [766] validation_0-mae:4862.24853 validation_1-mae:6066.80615 [767] validation_0-mae:4861.97754 validation_1-mae:6066.89893 [768] validation_0-mae:4861.09375 validation_1-mae:6066.26953 [769] validation_0-mae:4859.93750 validation_1-mae:6065.26855 [770] validation_0-mae:4858.22266 validation_1-mae:6065.30078 [771] validation_0-mae:4856.06641 validation_1-mae:6065.29980 [772] validation_0-mae:4854.49219 validation_1-mae:6065.07422 [773] validation_0-mae:4853.46631 validation_1-mae:6064.95947 [774] validation_0-mae:4850.61133 validation_1-mae:6064.44580 [775] validation_0-mae:4850.09668 validation_1-mae:6064.23584 [776] validation_0-mae:4849.43018 validation_1-mae:6064.23926 [777] validation_0-mae:4848.46045 validation_1-mae:6064.62598 [778] validation_0-mae:4848.42383 validation_1-mae:6064.66357 [779] validation_0-mae:4847.27295 validation_1-mae:6064.91699 [780] validation_0-mae:4845.40723 validation_1-mae:6064.43848 [781] validation_0-mae:4843.55225 validation_1-mae:6064.48193 [782] validation_0-mae:4842.91455 validation_1-mae:6064.23682 [783] validation_0-mae:4841.87256 validation_1-mae:6063.86328 [784] validation_0-mae:4840.41455 validation_1-mae:6064.34912 [785] validation_0-mae:4839.23291 validation_1-mae:6064.49951 [786] validation_0-mae:4838.18066 validation_1-mae:6063.97900 [787] validation_0-mae:4836.91016 validation_1-mae:6063.55078 [788] validation_0-mae:4835.91895 validation_1-mae:6063.29102 [789] validation_0-mae:4835.36475 validation_1-mae:6063.21875 [790] validation_0-mae:4834.51318 validation_1-mae:6063.37109 [791] validation_0-mae:4833.70850 validation_1-mae:6062.76807 [792] validation_0-mae:4831.83447 validation_1-mae:6062.73047 [793] validation_0-mae:4830.69043 validation_1-mae:6061.67920 [794] validation_0-mae:4828.16113 validation_1-mae:6060.75488 [795] validation_0-mae:4827.08789 validation_1-mae:6060.53418 [796] validation_0-mae:4825.86768 validation_1-mae:6060.01465 [797] validation_0-mae:4823.20557 validation_1-mae:6059.64502 [798] validation_0-mae:4822.08984 validation_1-mae:6059.77832 [799] validation_0-mae:4820.40332 validation_1-mae:6060.67627 [800] validation_0-mae:4819.53564 validation_1-mae:6060.43018 [801] validation_0-mae:4819.43848 validation_1-mae:6060.47022 [802] validation_0-mae:4818.83252 validation_1-mae:6060.22852 [803] validation_0-mae:4817.23975 validation_1-mae:6060.43408 [804] validation_0-mae:4815.87402 validation_1-mae:6060.18066 [805] validation_0-mae:4813.89941 validation_1-mae:6058.80908 [806] validation_0-mae:4812.90625 validation_1-mae:6058.83008 [807] validation_0-mae:4812.68408 validation_1-mae:6058.62305 [808] validation_0-mae:4810.96826 validation_1-mae:6058.70068 [809] validation_0-mae:4809.61230 validation_1-mae:6058.62842 [810] validation_0-mae:4807.24561 validation_1-mae:6057.11572 [811] validation_0-mae:4806.43750 validation_1-mae:6057.63330 [812] validation_0-mae:4804.29443 validation_1-mae:6057.30859 [813] validation_0-mae:4803.67773 validation_1-mae:6057.69531 [814] validation_0-mae:4802.83057 validation_1-mae:6057.41846 [815] validation_0-mae:4801.82666 validation_1-mae:6056.88184 [816] validation_0-mae:4801.29492 validation_1-mae:6057.14648 [817] validation_0-mae:4799.66016 validation_1-mae:6056.68311 [818] validation_0-mae:4798.29004 validation_1-mae:6055.93262 [819] validation_0-mae:4796.79785 validation_1-mae:6055.39844 [820] validation_0-mae:4794.78809 validation_1-mae:6055.96143 [821] validation_0-mae:4792.85254 validation_1-mae:6055.19629 [822] validation_0-mae:4791.48682 validation_1-mae:6055.28467 [823] validation_0-mae:4790.80859 validation_1-mae:6055.22900 [824] validation_0-mae:4788.88281 validation_1-mae:6054.49512 [825] validation_0-mae:4787.63281 validation_1-mae:6054.19189 [826] validation_0-mae:4786.09131 validation_1-mae:6053.77930 [827] validation_0-mae:4784.89014 validation_1-mae:6053.85645 [828] validation_0-mae:4783.94385 validation_1-mae:6053.62598 [829] validation_0-mae:4782.26660 validation_1-mae:6053.71582 [830] validation_0-mae:4781.15137 validation_1-mae:6053.37988 [831] validation_0-mae:4780.52344 validation_1-mae:6053.52588 [832] validation_0-mae:4778.92627 validation_1-mae:6053.01270 [833] validation_0-mae:4777.83203 validation_1-mae:6053.01709 [834] validation_0-mae:4777.47119 validation_1-mae:6053.30859 [835] validation_0-mae:4775.91650 validation_1-mae:6052.98047 [836] validation_0-mae:4775.65039 validation_1-mae:6052.89160 [837] validation_0-mae:4774.20020 validation_1-mae:6052.47119 [838] validation_0-mae:4773.04053 validation_1-mae:6052.43311 [839] validation_0-mae:4772.23682 validation_1-mae:6052.44092 [840] validation_0-mae:4771.61572 validation_1-mae:6052.62695 [841] validation_0-mae:4770.04639 validation_1-mae:6052.18750 [842] validation_0-mae:4769.77881 validation_1-mae:6052.15478 [843] validation_0-mae:4768.56641 validation_1-mae:6052.26270 [844] validation_0-mae:4767.66309 validation_1-mae:6051.94678 [845] validation_0-mae:4766.36572 validation_1-mae:6051.26416 [846] validation_0-mae:4765.55762 validation_1-mae:6051.21436 [847] validation_0-mae:4764.76758 validation_1-mae:6051.39746 [848] validation_0-mae:4764.01807 validation_1-mae:6051.03613 [849] validation_0-mae:4763.31397 validation_1-mae:6051.04199 [850] validation_0-mae:4761.98193 validation_1-mae:6050.86572 [851] validation_0-mae:4761.17627 validation_1-mae:6050.70264 [852] validation_0-mae:4759.52637 validation_1-mae:6050.84619 [853] validation_0-mae:4759.46240 validation_1-mae:6050.94385 [854] validation_0-mae:4758.84522 validation_1-mae:6050.78564 [855] validation_0-mae:4757.94141 validation_1-mae:6050.46582 [856] validation_0-mae:4754.99805 validation_1-mae:6049.95947 [857] validation_0-mae:4753.07812 validation_1-mae:6049.90137 [858] validation_0-mae:4751.79639 validation_1-mae:6049.78174 [859] validation_0-mae:4751.05420 validation_1-mae:6049.83984 [860] validation_0-mae:4750.06641 validation_1-mae:6049.80664 [861] validation_0-mae:4748.88525 validation_1-mae:6050.38184 [862] validation_0-mae:4746.19189 validation_1-mae:6049.64600 [863] validation_0-mae:4744.12842 validation_1-mae:6049.78467 [864] validation_0-mae:4743.62695 validation_1-mae:6049.77344 [865] validation_0-mae:4742.57568 validation_1-mae:6050.04688 [866] validation_0-mae:4742.38818 validation_1-mae:6050.03076 [867] validation_0-mae:4741.97949 validation_1-mae:6049.97314 [868] validation_0-mae:4740.69629 validation_1-mae:6050.35449 [869] validation_0-mae:4739.39014 validation_1-mae:6049.93457 [870] validation_0-mae:4738.55371 validation_1-mae:6050.30713 [871] validation_0-mae:4736.79736 validation_1-mae:6050.98584 [872] validation_0-mae:4736.17773 validation_1-mae:6050.94531 [873] validation_0-mae:4735.96436 validation_1-mae:6050.86865 [874] validation_0-mae:4735.35840 validation_1-mae:6050.78027 [875] validation_0-mae:4734.21582 validation_1-mae:6050.64453 [876] validation_0-mae:4733.47510 validation_1-mae:6050.04492 [877] validation_0-mae:4732.61426 validation_1-mae:6049.89648 [878] validation_0-mae:4731.37842 validation_1-mae:6050.38330 [879] validation_0-mae:4729.89697 validation_1-mae:6050.25391 [880] validation_0-mae:4729.06006 validation_1-mae:6050.45996 [881] validation_0-mae:4727.54443 validation_1-mae:6050.90869 [882] validation_0-mae:4726.31592 validation_1-mae:6050.16846 [883] validation_0-mae:4724.97607 validation_1-mae:6049.63184 [884] validation_0-mae:4724.01514 validation_1-mae:6049.56055 [885] validation_0-mae:4723.60791 validation_1-mae:6049.54053 [886] validation_0-mae:4723.04834 validation_1-mae:6049.44580 [887] validation_0-mae:4721.69873 validation_1-mae:6049.69043 [888] validation_0-mae:4720.58838 validation_1-mae:6049.47803 [889] validation_0-mae:4718.72852 validation_1-mae:6048.20215 [890] validation_0-mae:4718.12451 validation_1-mae:6047.91260 [891] validation_0-mae:4716.79541 validation_1-mae:6047.95703 [892] validation_0-mae:4715.40674 validation_1-mae:6048.19385 [893] validation_0-mae:4713.15039 validation_1-mae:6047.60889 [894] validation_0-mae:4711.11133 validation_1-mae:6046.78467 [895] validation_0-mae:4708.83643 validation_1-mae:6046.29980 [896] validation_0-mae:4707.23389 validation_1-mae:6046.06152 [897] validation_0-mae:4706.84180 validation_1-mae:6045.98926 [898] validation_0-mae:4706.17285 validation_1-mae:6046.04834 [899] validation_0-mae:4704.16016 validation_1-mae:6046.56006 [900] validation_0-mae:4704.04492 validation_1-mae:6046.59033 [901] validation_0-mae:4702.97461 validation_1-mae:6046.90576 [902] validation_0-mae:4700.79736 validation_1-mae:6046.86523 [903] validation_0-mae:4700.24707 validation_1-mae:6046.61182 [904] validation_0-mae:4699.76025 validation_1-mae:6046.71973 [905] validation_0-mae:4698.78711 validation_1-mae:6046.81201 [906] validation_0-mae:4697.94775 validation_1-mae:6046.47363 [907] validation_0-mae:4696.58691 validation_1-mae:6046.75342 [908] validation_0-mae:4695.44873 validation_1-mae:6046.75293 [909] validation_0-mae:4694.77002 validation_1-mae:6046.60742 [910] validation_0-mae:4692.24316 validation_1-mae:6044.95752 [911] validation_0-mae:4691.47656 validation_1-mae:6044.83057 [912] validation_0-mae:4691.23047 validation_1-mae:6044.79297 [913] validation_0-mae:4690.14893 validation_1-mae:6045.41650 [914] validation_0-mae:4688.96728 validation_1-mae:6045.13818 [915] validation_0-mae:4686.02393 validation_1-mae:6044.71582 [916] validation_0-mae:4684.48340 validation_1-mae:6044.92041 [917] validation_0-mae:4684.21191 validation_1-mae:6044.91016 [918] validation_0-mae:4681.19434 validation_1-mae:6043.05859 [919] validation_0-mae:4679.75732 validation_1-mae:6042.76611 [920] validation_0-mae:4678.33398 validation_1-mae:6042.38330 [921] validation_0-mae:4677.19971 validation_1-mae:6042.36328 [922] validation_0-mae:4676.20166 validation_1-mae:6042.55713 [923] validation_0-mae:4675.44824 validation_1-mae:6042.71924 [924] validation_0-mae:4674.63086 validation_1-mae:6042.64990 [925] validation_0-mae:4673.35938 validation_1-mae:6042.98242 [926] validation_0-mae:4671.92725 validation_1-mae:6043.09033 [927] validation_0-mae:4670.95215 validation_1-mae:6042.98584 [928] validation_0-mae:4670.45410 validation_1-mae:6042.92529 [929] validation_0-mae:4669.10645 validation_1-mae:6042.37353 [930] validation_0-mae:4668.38672 validation_1-mae:6041.90723 [931] validation_0-mae:4667.70557 validation_1-mae:6041.81348 [932] validation_0-mae:4666.94971 validation_1-mae:6042.01465 [933] validation_0-mae:4665.43555 validation_1-mae:6042.31494 [934] validation_0-mae:4664.29736 validation_1-mae:6042.23584 [935] validation_0-mae:4663.82471 validation_1-mae:6042.44678 [936] validation_0-mae:4662.79492 validation_1-mae:6042.25195 [937] validation_0-mae:4661.79736 validation_1-mae:6042.23047 [938] validation_0-mae:4660.80322 validation_1-mae:6041.99365 [939] validation_0-mae:4660.04102 validation_1-mae:6042.16211 [940] validation_0-mae:4658.71143 validation_1-mae:6042.17578 [941] validation_0-mae:4658.49414 validation_1-mae:6042.19189 [942] validation_0-mae:4657.16602 validation_1-mae:6041.90820 [943] validation_0-mae:4655.62500 validation_1-mae:6042.07959 [944] validation_0-mae:4655.08008 validation_1-mae:6042.23291 [945] validation_0-mae:4655.02539 validation_1-mae:6042.26172 [946] validation_0-mae:4654.41016 validation_1-mae:6041.87305 [947] validation_0-mae:4653.20752 validation_1-mae:6042.29834 [948] validation_0-mae:4652.52148 validation_1-mae:6042.26367 [949] validation_0-mae:4650.61230 validation_1-mae:6041.15820 [950] validation_0-mae:4649.57031 validation_1-mae:6040.95703 [951] validation_0-mae:4647.30127 validation_1-mae:6041.13037 [952] validation_0-mae:4645.27783 validation_1-mae:6040.95312 [953] validation_0-mae:4643.46094 validation_1-mae:6040.22412 [954] validation_0-mae:4642.80957 validation_1-mae:6040.15234 [955] validation_0-mae:4641.64258 validation_1-mae:6039.95898 [956] validation_0-mae:4640.30322 validation_1-mae:6039.55225 [957] validation_0-mae:4638.68359 validation_1-mae:6039.29834 [958] validation_0-mae:4637.47607 validation_1-mae:6039.65381 [959] validation_0-mae:4636.81738 validation_1-mae:6039.87158 [960] validation_0-mae:4635.97754 validation_1-mae:6039.61475 [961] validation_0-mae:4635.42969 validation_1-mae:6039.54297 [962] validation_0-mae:4634.66309 validation_1-mae:6039.68652 [963] validation_0-mae:4633.53809 validation_1-mae:6039.27100 [964] validation_0-mae:4633.32861 validation_1-mae:6039.42822 [965] validation_0-mae:4631.64600 validation_1-mae:6039.43408 [966] validation_0-mae:4630.44434 validation_1-mae:6038.51660 [967] validation_0-mae:4629.56885 validation_1-mae:6038.69873 [968] validation_0-mae:4628.47412 validation_1-mae:6037.92920 [969] validation_0-mae:4626.86572 validation_1-mae:6037.86768 [970] validation_0-mae:4626.61572 validation_1-mae:6037.79248 [971] validation_0-mae:4625.85596 validation_1-mae:6038.25342 [972] validation_0-mae:4625.32568 validation_1-mae:6038.23779 [973] validation_0-mae:4624.95020 validation_1-mae:6038.51416 [974] validation_0-mae:4624.37207 validation_1-mae:6038.37158 [975] validation_0-mae:4623.09766 validation_1-mae:6037.33252 [976] validation_0-mae:4621.80957 validation_1-mae:6036.64551 [977] validation_0-mae:4621.09570 validation_1-mae:6036.17285 [978] validation_0-mae:4619.82080 validation_1-mae:6036.93359 [979] validation_0-mae:4618.33154 validation_1-mae:6036.58789 [980] validation_0-mae:4617.56201 validation_1-mae:6036.61084 [981] validation_0-mae:4617.23779 validation_1-mae:6036.70117 [982] validation_0-mae:4615.04102 validation_1-mae:6035.91895 [983] validation_0-mae:4612.91211 validation_1-mae:6035.92285 [984] validation_0-mae:4610.98877 validation_1-mae:6035.84814 [985] validation_0-mae:4610.91797 validation_1-mae:6035.91162 [986] validation_0-mae:4609.93018 validation_1-mae:6036.39600 [987] validation_0-mae:4609.34228 validation_1-mae:6036.43115 [988] validation_0-mae:4608.60791 validation_1-mae:6036.45410 [989] validation_0-mae:4606.77051 validation_1-mae:6035.64746 [990] validation_0-mae:4605.96387 validation_1-mae:6036.12256 [991] validation_0-mae:4605.83496 validation_1-mae:6036.06397 [992] validation_0-mae:4604.64844 validation_1-mae:6036.18603 [993] validation_0-mae:4603.55664 validation_1-mae:6036.09668 [994] validation_0-mae:4602.82324 validation_1-mae:6036.37012 [995] validation_0-mae:4602.11475 validation_1-mae:6036.64258 [996] validation_0-mae:4601.02734 validation_1-mae:6036.37402 [997] validation_0-mae:4600.13330 validation_1-mae:6036.52393 [998] validation_0-mae:4599.26758 validation_1-mae:6036.39648 [999] validation_0-mae:4597.57812 validation_1-mae:6036.42383 [1000] validation_0-mae:4596.59912 validation_1-mae:6036.25635 [1001] validation_0-mae:4595.00049 validation_1-mae:6035.41113 [1002] validation_0-mae:4594.17236 validation_1-mae:6035.13672 [1003] validation_0-mae:4592.65039 validation_1-mae:6035.37988 [1004] validation_0-mae:4591.72266 validation_1-mae:6035.26123 [1005] validation_0-mae:4591.21875 validation_1-mae:6035.02051 [1006] validation_0-mae:4590.44922 validation_1-mae:6035.06445 [1007] validation_0-mae:4588.34082 validation_1-mae:6034.77686 [1008] validation_0-mae:4587.35059 validation_1-mae:6034.61182 [1009] validation_0-mae:4586.22314 validation_1-mae:6034.78272 [1010] validation_0-mae:4585.35742 validation_1-mae:6034.80371 [1011] validation_0-mae:4584.73584 validation_1-mae:6035.11182 [1012] validation_0-mae:4583.02002 validation_1-mae:6035.52393 [1013] validation_0-mae:4581.51953 validation_1-mae:6034.97314 [1014] validation_0-mae:4579.55859 validation_1-mae:6035.61670 [1015] validation_0-mae:4577.70264 validation_1-mae:6035.45557 [1016] validation_0-mae:4576.18555 validation_1-mae:6034.64795 [1017] validation_0-mae:4574.56152 validation_1-mae:6034.24121 [1018] validation_0-mae:4572.64893 validation_1-mae:6033.29834 [1019] validation_0-mae:4571.56885 validation_1-mae:6033.29688 [1020] validation_0-mae:4570.24219 validation_1-mae:6033.84375 [1021] validation_0-mae:4568.39404 validation_1-mae:6032.95312 [1022] validation_0-mae:4566.50879 validation_1-mae:6033.53760 [1023] validation_0-mae:4565.59326 validation_1-mae:6033.45068 [1024] validation_0-mae:4564.74902 validation_1-mae:6033.43213 [1025] validation_0-mae:4563.94043 validation_1-mae:6033.64746 [1026] validation_0-mae:4562.14111 validation_1-mae:6033.37500 [1027] validation_0-mae:4560.07568 validation_1-mae:6034.19531 [1028] validation_0-mae:4558.46631 validation_1-mae:6034.36279 [1029] validation_0-mae:4557.04199 validation_1-mae:6034.21387 [1030] validation_0-mae:4556.32520 validation_1-mae:6034.72852 [1031] validation_0-mae:4555.08545 validation_1-mae:6035.50391 [1032] validation_0-mae:4552.37744 validation_1-mae:6035.05566 [1033] validation_0-mae:4551.23877 validation_1-mae:6034.62598 [1034] validation_0-mae:4550.29102 validation_1-mae:6034.47070 [1035] validation_0-mae:4548.43701 validation_1-mae:6034.03516 [1036] validation_0-mae:4546.70166 validation_1-mae:6034.00488 [1037] validation_0-mae:4546.01270 validation_1-mae:6034.18408 [1038] validation_0-mae:4543.80859 validation_1-mae:6034.03272 [1039] validation_0-mae:4542.88135 validation_1-mae:6033.93457 [1040] validation_0-mae:4541.86963 validation_1-mae:6033.72852 [1041] validation_0-mae:4540.51807 validation_1-mae:6034.05029 [1042] validation_0-mae:4539.62061 validation_1-mae:6034.13672 [1043] validation_0-mae:4538.42334 validation_1-mae:6034.85498 [1044] validation_0-mae:4537.60498 validation_1-mae:6034.89697 [1045] validation_0-mae:4536.48389 validation_1-mae:6035.49219 [1046] validation_0-mae:4535.79883 validation_1-mae:6035.82910 [1047] validation_0-mae:4535.45703 validation_1-mae:6035.87695 [1048] validation_0-mae:4534.35400 validation_1-mae:6036.23389 [1049] validation_0-mae:4534.21191 validation_1-mae:6036.43701 [1050] validation_0-mae:4532.75879 validation_1-mae:6036.68555 [1051] validation_0-mae:4531.75293 validation_1-mae:6036.72314 [1052] validation_0-mae:4531.13623 validation_1-mae:6036.74072 [1053] validation_0-mae:4530.19873 validation_1-mae:6036.43701 [1054] validation_0-mae:4528.74609 validation_1-mae:6035.90234 [1055] validation_0-mae:4527.16455 validation_1-mae:6036.90039 [1056] validation_0-mae:4525.99805 validation_1-mae:6037.16064 [1057] validation_0-mae:4524.52295 validation_1-mae:6037.06934 [1058] validation_0-mae:4523.07764 validation_1-mae:6037.61475 [1059] validation_0-mae:4522.14355 validation_1-mae:6037.12891 [1060] validation_0-mae:4521.24170 validation_1-mae:6037.60059 [1061] validation_0-mae:4520.38135 validation_1-mae:6037.93750 [1062] validation_0-mae:4519.62939 validation_1-mae:6037.86084 [1063] validation_0-mae:4519.53516 validation_1-mae:6037.84522 [1064] validation_0-mae:4518.51660 validation_1-mae:6037.98975 [1065] validation_0-mae:4517.59570 validation_1-mae:6037.86182 [1066] validation_0-mae:4516.39258 validation_1-mae:6037.32324 [1067] validation_0-mae:4515.93262 validation_1-mae:6037.32861 [1068] validation_0-mae:4515.18945 validation_1-mae:6037.51953 [1069] validation_0-mae:4514.10791 validation_1-mae:6037.02978 [1070] validation_0-mae:4513.29004 validation_1-mae:6036.58203 [1071] validation_0-mae:4513.25879 validation_1-mae:6036.66016 [1072] validation_0-mae:4513.24365 validation_1-mae:6036.68311 [1073] validation_0-mae:4512.34717 validation_1-mae:6036.36328 [1074] validation_0-mae:4511.75879 validation_1-mae:6036.45850 [1075] validation_0-mae:4511.47168 validation_1-mae:6036.33740 [1076] validation_0-mae:4511.17871 validation_1-mae:6036.35010 [1077] validation_0-mae:4510.25391 validation_1-mae:6036.23340 [1078] validation_0-mae:4510.18164 validation_1-mae:6036.18555 [1079] validation_0-mae:4508.00928 validation_1-mae:6035.56299 [1080] validation_0-mae:4506.47510 validation_1-mae:6035.62158 [1081] validation_0-mae:4505.51270 validation_1-mae:6035.29102 [1082] validation_0-mae:4504.06055 validation_1-mae:6035.31348 [1083] validation_0-mae:4503.60986 validation_1-mae:6035.09717 [1084] validation_0-mae:4502.79443 validation_1-mae:6034.93994 [1085] validation_0-mae:4501.18066 validation_1-mae:6034.24561 [1086] validation_0-mae:4499.42676 validation_1-mae:6033.52637 [1087] validation_0-mae:4498.11865 validation_1-mae:6032.72119 [1088] validation_0-mae:4496.62158 validation_1-mae:6032.03711 [1089] validation_0-mae:4495.37598 validation_1-mae:6032.04883 [1090] validation_0-mae:4494.26172 validation_1-mae:6032.23193 [1091] validation_0-mae:4493.22412 validation_1-mae:6032.23242 [1092] validation_0-mae:4492.26807 validation_1-mae:6032.20947 [1093] validation_0-mae:4491.33643 validation_1-mae:6031.79785 [1094] validation_0-mae:4490.09814 validation_1-mae:6031.57715 [1095] validation_0-mae:4489.13281 validation_1-mae:6031.74219 [1096] validation_0-mae:4488.28369 validation_1-mae:6031.97119 [1097] validation_0-mae:4487.81445 validation_1-mae:6031.79443 [1098] validation_0-mae:4487.51270 validation_1-mae:6031.73926 [1099] validation_0-mae:4486.60889 validation_1-mae:6031.42822 [1100] validation_0-mae:4485.65283 validation_1-mae:6031.18799 [1101] validation_0-mae:4484.27783 validation_1-mae:6030.80811 [1102] validation_0-mae:4482.94287 validation_1-mae:6030.78320 [1103] validation_0-mae:4482.38037 validation_1-mae:6030.73047 [1104] validation_0-mae:4481.16797 validation_1-mae:6030.05713 [1105] validation_0-mae:4479.84766 validation_1-mae:6029.59570 [1106] validation_0-mae:4478.62451 validation_1-mae:6029.67480 [1107] validation_0-mae:4478.24023 validation_1-mae:6029.77393 [1108] validation_0-mae:4477.43213 validation_1-mae:6029.87061 [1109] validation_0-mae:4476.92725 validation_1-mae:6030.16650 [1110] validation_0-mae:4475.75684 validation_1-mae:6030.07471 [1111] validation_0-mae:4475.73291 validation_1-mae:6030.08057 [1112] validation_0-mae:4475.56689 validation_1-mae:6030.07471 [1113] validation_0-mae:4475.15186 validation_1-mae:6030.18848 [1114] validation_0-mae:4474.35889 validation_1-mae:6030.17676 [1115] validation_0-mae:4473.18945 validation_1-mae:6030.85791 [1116] validation_0-mae:4472.17139 validation_1-mae:6030.47461 [1117] validation_0-mae:4470.83740 validation_1-mae:6030.73535 [1118] validation_0-mae:4470.08057 validation_1-mae:6031.23779 [1119] validation_0-mae:4469.13379 validation_1-mae:6030.66504 [1120] validation_0-mae:4467.56055 validation_1-mae:6030.64795 [1121] validation_0-mae:4465.50879 validation_1-mae:6031.71338 [1122] validation_0-mae:4463.45850 validation_1-mae:6031.56006 [1123] validation_0-mae:4462.30908 validation_1-mae:6031.38574 [1124] validation_0-mae:4460.96582 validation_1-mae:6031.30811 [1125] validation_0-mae:4460.01709 validation_1-mae:6030.92188 [1126] validation_0-mae:4459.43408 validation_1-mae:6031.03711 [1127] validation_0-mae:4459.18311 validation_1-mae:6030.85889 [1128] validation_0-mae:4457.51611 validation_1-mae:6030.40039 [1129] validation_0-mae:4456.45801 validation_1-mae:6030.79883 [1130] validation_0-mae:4453.88428 validation_1-mae:6030.82178 [1131] validation_0-mae:4452.34619 validation_1-mae:6030.44775 [1132] validation_0-mae:4451.11719 validation_1-mae:6030.45898 [1133] validation_0-mae:4450.27686 validation_1-mae:6030.69678 [1134] validation_0-mae:4449.35303 validation_1-mae:6031.10596 [1135] validation_0-mae:4447.79736 validation_1-mae:6030.62353 [1136] validation_0-mae:4447.13135 validation_1-mae:6030.79932 [1137] validation_0-mae:4445.59522 validation_1-mae:6031.30908 [1138] validation_0-mae:4444.91357 validation_1-mae:6031.38232 [1139] validation_0-mae:4443.63330 validation_1-mae:6031.39160 [1140] validation_0-mae:4441.48828 validation_1-mae:6031.19287 [1141] validation_0-mae:4439.60498 validation_1-mae:6030.94727 [1142] validation_0-mae:4437.61572 validation_1-mae:6031.06445 [1143] validation_0-mae:4436.51660 validation_1-mae:6031.00439 [1144] validation_0-mae:4435.40918 validation_1-mae:6030.82812 [1145] validation_0-mae:4433.70898 validation_1-mae:6030.35596 [1146] validation_0-mae:4432.73340 validation_1-mae:6030.49365 [1147] validation_0-mae:4432.70703 validation_1-mae:6030.55762 [1148] validation_0-mae:4432.12158 validation_1-mae:6030.81055 [1149] validation_0-mae:4431.58398 validation_1-mae:6031.35498 [1150] validation_0-mae:4431.23975 validation_1-mae:6031.28320 [1151] validation_0-mae:4428.65918 validation_1-mae:6030.68750 [1152] validation_0-mae:4427.27393 validation_1-mae:6030.45312 [1153] validation_0-mae:4425.26221 validation_1-mae:6030.37988 [1154] validation_0-mae:4422.67236 validation_1-mae:6031.09863 [1155] validation_0-mae:4421.58252 validation_1-mae:6031.17383 [1156] validation_0-mae:4419.57275 validation_1-mae:6030.14990 [1157] validation_0-mae:4417.33447 validation_1-mae:6030.35693 [1158] validation_0-mae:4416.29492 validation_1-mae:6030.28027 [1159] validation_0-mae:4414.71143 validation_1-mae:6029.98828 [1160] validation_0-mae:4412.95801 validation_1-mae:6029.02637 [1161] validation_0-mae:4412.16357 validation_1-mae:6029.05762 [1162] validation_0-mae:4411.12695 validation_1-mae:6029.25732 [1163] validation_0-mae:4409.44629 validation_1-mae:6028.87939 [1164] validation_0-mae:4408.12109 validation_1-mae:6028.85400 [1165] validation_0-mae:4406.44434 validation_1-mae:6028.75049 [1166] validation_0-mae:4404.69092 validation_1-mae:6028.59131 [1167] validation_0-mae:4403.27393 validation_1-mae:6027.43359 [1168] validation_0-mae:4402.37158 validation_1-mae:6026.98828 [1169] validation_0-mae:4400.94287 validation_1-mae:6026.77490 [1170] validation_0-mae:4399.77930 validation_1-mae:6026.64258 [1171] validation_0-mae:4399.71777 validation_1-mae:6026.65186 [1172] validation_0-mae:4399.26611 validation_1-mae:6026.84570 [1173] validation_0-mae:4398.19287 validation_1-mae:6026.89062 [1174] validation_0-mae:4396.70850 validation_1-mae:6027.46484 [1175] validation_0-mae:4396.12695 validation_1-mae:6027.26807 [1176] validation_0-mae:4395.34326 validation_1-mae:6027.61182 [1177] validation_0-mae:4393.98486 validation_1-mae:6027.77246 [1178] validation_0-mae:4393.09570 validation_1-mae:6028.13037 [1179] validation_0-mae:4392.28418 validation_1-mae:6028.70361 [1180] validation_0-mae:4391.44971 validation_1-mae:6028.89160 [1181] validation_0-mae:4390.89697 validation_1-mae:6028.88037 [1182] validation_0-mae:4390.52441 validation_1-mae:6028.51611 [1183] validation_0-mae:4389.88916 validation_1-mae:6028.35986 [1184] validation_0-mae:4389.70264 validation_1-mae:6028.45898 [1185] validation_0-mae:4388.16113 validation_1-mae:6028.25537 [1186] validation_0-mae:4386.77344 validation_1-mae:6027.46777 [1187] validation_0-mae:4384.75195 validation_1-mae:6027.10156 [1188] validation_0-mae:4383.70654 validation_1-mae:6027.18603 [1189] validation_0-mae:4382.54199 validation_1-mae:6027.10010 [1190] validation_0-mae:4381.27881 validation_1-mae:6026.83789 [1191] validation_0-mae:4379.52686 validation_1-mae:6027.22070 [1192] validation_0-mae:4378.63818 validation_1-mae:6026.89990 [1193] validation_0-mae:4377.38867 validation_1-mae:6026.77490 [1194] validation_0-mae:4376.01953 validation_1-mae:6026.58203 [1195] validation_0-mae:4375.04736 validation_1-mae:6026.52197 [1196] validation_0-mae:4374.12256 validation_1-mae:6026.66455 [1197] validation_0-mae:4373.26172 validation_1-mae:6026.31299 [1198] validation_0-mae:4371.58301 validation_1-mae:6026.27881 [1199] validation_0-mae:4370.68652 validation_1-mae:6026.25098 [1200] validation_0-mae:4369.89697 validation_1-mae:6026.46924 [1201] validation_0-mae:4368.04688 validation_1-mae:6026.19629 [1202] validation_0-mae:4366.57910 validation_1-mae:6026.57178 [1203] validation_0-mae:4365.77441 validation_1-mae:6026.47852 [1204] validation_0-mae:4363.94141 validation_1-mae:6025.62549 [1205] validation_0-mae:4362.56055 validation_1-mae:6025.93359 [1206] validation_0-mae:4359.81689 validation_1-mae:6024.89355 [1207] validation_0-mae:4358.48340 validation_1-mae:6024.23877 [1208] validation_0-mae:4357.86377 validation_1-mae:6024.00732 [1209] validation_0-mae:4356.98730 validation_1-mae:6023.76660 [1210] validation_0-mae:4356.01611 validation_1-mae:6024.22754 [1211] validation_0-mae:4354.80566 validation_1-mae:6024.41504 [1212] validation_0-mae:4353.90234 validation_1-mae:6023.89062 [1213] validation_0-mae:4352.99268 validation_1-mae:6023.60986 [1214] validation_0-mae:4352.25537 validation_1-mae:6023.57471 [1215] validation_0-mae:4351.43701 validation_1-mae:6023.66406 [1216] validation_0-mae:4349.94775 validation_1-mae:6023.20117 [1217] validation_0-mae:4349.24756 validation_1-mae:6023.39648 [1218] validation_0-mae:4347.45068 validation_1-mae:6022.47168 [1219] validation_0-mae:4346.25732 validation_1-mae:6022.01318 [1220] validation_0-mae:4345.49853 validation_1-mae:6021.82861 [1221] validation_0-mae:4344.94287 validation_1-mae:6021.82812 [1222] validation_0-mae:4343.97852 validation_1-mae:6021.70947 [1223] validation_0-mae:4341.36328 validation_1-mae:6020.90625 [1224] validation_0-mae:4340.03564 validation_1-mae:6021.16992 [1225] validation_0-mae:4338.68603 validation_1-mae:6020.84766 [1226] validation_0-mae:4337.27637 validation_1-mae:6020.36621 [1227] validation_0-mae:4336.52490 validation_1-mae:6020.44971 [1228] validation_0-mae:4335.23877 validation_1-mae:6020.30615 [1229] validation_0-mae:4334.28906 validation_1-mae:6019.45020 [1230] validation_0-mae:4332.77344 validation_1-mae:6018.64307 [1231] validation_0-mae:4331.80713 validation_1-mae:6018.42090 [1232] validation_0-mae:4331.12598 validation_1-mae:6017.95801 [1233] validation_0-mae:4330.22705 validation_1-mae:6017.81103 [1234] validation_0-mae:4329.89941 validation_1-mae:6017.89404 [1235] validation_0-mae:4329.18164 validation_1-mae:6017.93408 [1236] validation_0-mae:4327.88672 validation_1-mae:6017.86377 [1237] validation_0-mae:4327.18164 validation_1-mae:6017.80762 [1238] validation_0-mae:4325.92383 validation_1-mae:6017.61084 [1239] validation_0-mae:4325.17139 validation_1-mae:6017.70801 [1240] validation_0-mae:4324.83350 validation_1-mae:6017.64404 [1241] validation_0-mae:4324.05371 validation_1-mae:6017.92578 [1242] validation_0-mae:4323.33398 validation_1-mae:6018.10059 [1243] validation_0-mae:4322.86230 validation_1-mae:6018.07178 [1244] validation_0-mae:4322.68994 validation_1-mae:6017.98828 [1245] validation_0-mae:4322.24072 validation_1-mae:6017.97998 [1246] validation_0-mae:4320.27002 validation_1-mae:6017.20898 [1247] validation_0-mae:4319.27490 validation_1-mae:6017.20508 [1248] validation_0-mae:4318.60498 validation_1-mae:6017.11426 [1249] validation_0-mae:4317.73389 validation_1-mae:6017.00439 [1250] validation_0-mae:4316.74023 validation_1-mae:6016.55566 [1251] validation_0-mae:4314.81494 validation_1-mae:6016.48633 [1252] validation_0-mae:4314.00049 validation_1-mae:6016.27246 [1253] validation_0-mae:4313.72998 validation_1-mae:6016.19092 [1254] validation_0-mae:4312.41553 validation_1-mae:6015.84228 [1255] validation_0-mae:4311.27734 validation_1-mae:6015.96240 [1256] validation_0-mae:4310.99512 validation_1-mae:6016.23877 [1257] validation_0-mae:4310.85059 validation_1-mae:6016.22852 [1258] validation_0-mae:4309.37451 validation_1-mae:6016.76660 [1259] validation_0-mae:4307.92871 validation_1-mae:6016.03223 [1260] validation_0-mae:4307.09570 validation_1-mae:6015.83740 [1261] validation_0-mae:4306.48779 validation_1-mae:6015.64551 [1262] validation_0-mae:4305.63818 validation_1-mae:6015.64111 [1263] validation_0-mae:4304.97070 validation_1-mae:6015.49561 [1264] validation_0-mae:4304.06397 validation_1-mae:6015.54932 [1265] validation_0-mae:4303.61035 validation_1-mae:6015.55518 [1266] validation_0-mae:4302.42480 validation_1-mae:6015.28272 [1267] validation_0-mae:4302.39990 validation_1-mae:6015.32715 [1268] validation_0-mae:4301.88721 validation_1-mae:6015.66113 [1269] validation_0-mae:4301.16895 validation_1-mae:6015.49707 [1270] validation_0-mae:4300.71436 validation_1-mae:6015.40576 [1271] validation_0-mae:4300.12451 validation_1-mae:6015.46289 [1272] validation_0-mae:4299.01270 validation_1-mae:6015.86035 [1273] validation_0-mae:4298.50830 validation_1-mae:6016.12695 [1274] validation_0-mae:4297.37793 validation_1-mae:6016.56250 [1275] validation_0-mae:4297.26123 validation_1-mae:6016.54248 [1276] validation_0-mae:4296.63135 validation_1-mae:6016.61230 [1277] validation_0-mae:4295.38477 validation_1-mae:6016.43213 [1278] validation_0-mae:4294.41797 validation_1-mae:6016.52686 [1279] validation_0-mae:4293.67529 validation_1-mae:6016.21924 [1280] validation_0-mae:4292.20215 validation_1-mae:6015.84131 [1281] validation_0-mae:4290.60791 validation_1-mae:6015.27197 [1282] validation_0-mae:4290.08691 validation_1-mae:6015.08740 [1283] validation_0-mae:4289.59863 validation_1-mae:6014.94043 [1284] validation_0-mae:4287.91406 validation_1-mae:6015.10693 [1285] validation_0-mae:4286.61328 validation_1-mae:6014.64160 [1286] validation_0-mae:4285.70068 validation_1-mae:6014.91943 [1287] validation_0-mae:4285.66064 validation_1-mae:6014.94043 [1288] validation_0-mae:4284.09473 validation_1-mae:6015.12012 [1289] validation_0-mae:4283.38525 validation_1-mae:6014.95752 [1290] validation_0-mae:4283.16309 validation_1-mae:6015.09277 [1291] validation_0-mae:4281.96289 validation_1-mae:6014.47119 [1292] validation_0-mae:4281.11523 validation_1-mae:6014.95557 [1293] validation_0-mae:4280.44775 validation_1-mae:6014.60400 [1294] validation_0-mae:4279.60010 validation_1-mae:6014.35059 [1295] validation_0-mae:4279.06103 validation_1-mae:6014.39941 [1296] validation_0-mae:4278.73682 validation_1-mae:6014.38379 [1297] validation_0-mae:4278.59277 validation_1-mae:6014.58447 [1298] validation_0-mae:4277.95264 validation_1-mae:6014.55762 [1299] validation_0-mae:4277.21582 validation_1-mae:6014.39502 [1300] validation_0-mae:4276.56982 validation_1-mae:6014.29688 [1301] validation_0-mae:4275.71289 validation_1-mae:6014.43555 [1302] validation_0-mae:4275.28272 validation_1-mae:6014.53809 [1303] validation_0-mae:4273.41943 validation_1-mae:6015.45996 [1304] validation_0-mae:4271.74023 validation_1-mae:6015.67383 [1305] validation_0-mae:4270.10938 validation_1-mae:6016.04199 [1306] validation_0-mae:4268.83203 validation_1-mae:6016.10205 [1307] validation_0-mae:4267.96338 validation_1-mae:6016.40674 [1308] validation_0-mae:4267.07422 validation_1-mae:6016.05273 [1309] validation_0-mae:4265.01514 validation_1-mae:6016.07080 [1310] validation_0-mae:4263.39795 validation_1-mae:6015.79346 [1311] validation_0-mae:4262.13086 validation_1-mae:6015.48535 [1312] validation_0-mae:4260.55371 validation_1-mae:6014.72705 [1313] validation_0-mae:4259.18555 validation_1-mae:6014.35840 [1314] validation_0-mae:4258.02832 validation_1-mae:6015.05615 [1315] validation_0-mae:4257.40625 validation_1-mae:6014.79150 [1316] validation_0-mae:4256.89551 validation_1-mae:6014.82373 [1317] validation_0-mae:4256.39111 validation_1-mae:6014.88721 [1318] validation_0-mae:4254.54834 validation_1-mae:6014.83691 [1319] validation_0-mae:4253.74072 validation_1-mae:6015.35645 [1320] validation_0-mae:4253.08594 validation_1-mae:6015.28272 [1321] validation_0-mae:4252.31689 validation_1-mae:6014.76270 [1322] validation_0-mae:4251.66406 validation_1-mae:6014.62158 [1323] validation_0-mae:4250.82910 validation_1-mae:6014.62842 [1324] validation_0-mae:4250.33105 validation_1-mae:6014.47266 [1325] validation_0-mae:4249.66699 validation_1-mae:6014.36182 [1326] validation_0-mae:4248.21045 validation_1-mae:6014.40186 [1327] validation_0-mae:4247.42090 validation_1-mae:6014.49561 [1328] validation_0-mae:4246.90869 validation_1-mae:6014.31885 [1329] validation_0-mae:4246.64551 validation_1-mae:6014.24658 [1330] validation_0-mae:4245.77978 validation_1-mae:6014.48926 [1331] validation_0-mae:4245.10840 validation_1-mae:6014.37109 [1332] validation_0-mae:4244.16406 validation_1-mae:6014.39990 [1333] validation_0-mae:4243.59033 validation_1-mae:6014.43945 [1334] validation_0-mae:4242.78955 validation_1-mae:6014.27930 [1335] validation_0-mae:4241.56592 validation_1-mae:6014.21875 [1336] validation_0-mae:4240.75488 validation_1-mae:6014.07373 [1337] validation_0-mae:4240.23389 validation_1-mae:6014.03125 [1338] validation_0-mae:4239.78613 validation_1-mae:6014.30225 [1339] validation_0-mae:4238.87207 validation_1-mae:6014.51611 [1340] validation_0-mae:4237.26611 validation_1-mae:6014.65918 [1341] validation_0-mae:4236.29980 validation_1-mae:6014.78955 [1342] validation_0-mae:4234.55859 validation_1-mae:6014.44336 [1343] validation_0-mae:4234.31494 validation_1-mae:6014.25098 [1344] validation_0-mae:4233.50244 validation_1-mae:6014.62305 [1345] validation_0-mae:4232.92725 validation_1-mae:6014.48926 [1346] validation_0-mae:4232.14648 validation_1-mae:6014.45312 [1347] validation_0-mae:4230.81006 validation_1-mae:6015.14551 [1348] validation_0-mae:4229.78516 validation_1-mae:6014.72070 [1349] validation_0-mae:4228.96191 validation_1-mae:6014.54492 [1350] validation_0-mae:4228.20117 validation_1-mae:6014.53467 [1351] validation_0-mae:4226.07715 validation_1-mae:6013.97168 [1352] validation_0-mae:4224.53906 validation_1-mae:6014.33691 [1353] validation_0-mae:4223.64502 validation_1-mae:6014.18799 [1354] validation_0-mae:4222.14014 validation_1-mae:6014.62061 [1355] validation_0-mae:4220.81103 validation_1-mae:6014.38770 [1356] validation_0-mae:4219.77295 validation_1-mae:6014.61133 [1357] validation_0-mae:4217.29346 validation_1-mae:6014.23828 [1358] validation_0-mae:4216.11328 validation_1-mae:6014.19873 [1359] validation_0-mae:4215.33936 validation_1-mae:6013.32031 [1360] validation_0-mae:4214.41260 validation_1-mae:6013.24023 [1361] validation_0-mae:4213.82861 validation_1-mae:6013.41748 [1362] validation_0-mae:4213.01807 validation_1-mae:6013.40332 [1363] validation_0-mae:4211.79541 validation_1-mae:6013.46728 [1364] validation_0-mae:4211.27978 validation_1-mae:6013.37256 [1365] validation_0-mae:4210.57812 validation_1-mae:6013.71728 [1366] validation_0-mae:4209.60205 validation_1-mae:6013.65088 [1367] validation_0-mae:4208.73242 validation_1-mae:6013.75586 [1368] validation_0-mae:4207.73438 validation_1-mae:6013.26611 [1369] validation_0-mae:4206.97168 validation_1-mae:6013.95068 [1370] validation_0-mae:4206.13770 validation_1-mae:6013.56055 [1371] validation_0-mae:4205.55371 validation_1-mae:6013.78076 [1372] validation_0-mae:4204.20117 validation_1-mae:6014.29150 [1373] validation_0-mae:4203.05664 validation_1-mae:6014.27344 [1374] validation_0-mae:4202.59717 validation_1-mae:6014.39502 [1375] validation_0-mae:4201.68848 validation_1-mae:6014.08154 [1376] validation_0-mae:4200.31348 validation_1-mae:6013.62891 [1377] validation_0-mae:4200.12109 validation_1-mae:6013.47705 [1378] validation_0-mae:4199.69043 validation_1-mae:6013.54980 [1379] validation_0-mae:4198.39404 validation_1-mae:6013.50732 [1380] validation_0-mae:4197.70898 validation_1-mae:6013.00000 [1381] validation_0-mae:4197.18603 validation_1-mae:6013.14893 [1382] validation_0-mae:4196.19824 validation_1-mae:6012.63037 [1383] validation_0-mae:4195.69336 validation_1-mae:6012.95996 [1384] validation_0-mae:4195.02734 validation_1-mae:6013.25391 [1385] validation_0-mae:4193.98047 validation_1-mae:6012.72705 [1386] validation_0-mae:4193.08203 validation_1-mae:6012.68603 [1387] validation_0-mae:4192.35059 validation_1-mae:6012.84033 [1388] validation_0-mae:4191.43506 validation_1-mae:6012.91016 [1389] validation_0-mae:4189.96484 validation_1-mae:6012.34033 [1390] validation_0-mae:4188.49219 validation_1-mae:6011.35400 [1391] validation_0-mae:4187.25195 validation_1-mae:6011.66260 [1392] validation_0-mae:4186.17773 validation_1-mae:6011.75684 [1393] validation_0-mae:4185.30957 validation_1-mae:6011.95410 [1394] validation_0-mae:4184.23438 validation_1-mae:6012.03955 [1395] validation_0-mae:4183.09424 validation_1-mae:6011.91992 [1396] validation_0-mae:4182.18994 validation_1-mae:6011.45947 [1397] validation_0-mae:4181.46484 validation_1-mae:6011.76318 [1398] validation_0-mae:4180.03174 validation_1-mae:6011.68555 [1399] validation_0-mae:4179.80127 validation_1-mae:6011.68359 [1400] validation_0-mae:4178.23877 validation_1-mae:6011.27148 [1401] validation_0-mae:4176.37109 validation_1-mae:6010.99170 [1402] validation_0-mae:4175.50098 validation_1-mae:6011.27393 [1403] validation_0-mae:4174.06348 validation_1-mae:6011.65576 [1404] validation_0-mae:4172.86475 validation_1-mae:6011.83691 [1405] validation_0-mae:4172.07715 validation_1-mae:6011.90723 [1406] validation_0-mae:4171.25781 validation_1-mae:6011.80566 [1407] validation_0-mae:4169.57520 validation_1-mae:6011.06299 [1408] validation_0-mae:4168.14746 validation_1-mae:6011.15039 [1409] validation_0-mae:4166.67236 validation_1-mae:6011.10596 [1410] validation_0-mae:4165.28223 validation_1-mae:6011.75195 [1411] validation_0-mae:4164.93897 validation_1-mae:6012.02441 [1412] validation_0-mae:4164.10693 validation_1-mae:6011.79053 [1413] validation_0-mae:4162.12939 validation_1-mae:6012.24072 [1414] validation_0-mae:4161.16064 validation_1-mae:6011.95410 [1415] validation_0-mae:4159.29541 validation_1-mae:6012.58496 [1416] validation_0-mae:4158.07422 validation_1-mae:6011.87012 [1417] validation_0-mae:4157.13184 validation_1-mae:6011.92676 [1418] validation_0-mae:4156.23291 validation_1-mae:6011.64697 [1419] validation_0-mae:4154.61523 validation_1-mae:6011.83496 [1420] validation_0-mae:4153.80176 validation_1-mae:6011.78516 [1421] validation_0-mae:4153.07275 validation_1-mae:6011.76270 [1422] validation_0-mae:4152.45801 validation_1-mae:6011.67871 [1423] validation_0-mae:4151.62695 validation_1-mae:6011.80176 [1424] validation_0-mae:4151.20850 validation_1-mae:6011.96094 [1425] validation_0-mae:4150.63184 validation_1-mae:6012.24170 [1426] validation_0-mae:4149.80664 validation_1-mae:6012.25977 [1427] validation_0-mae:4149.21045 validation_1-mae:6012.50244 [1428] validation_0-mae:4148.14941 validation_1-mae:6012.49853 [1429] validation_0-mae:4147.27490 validation_1-mae:6012.50195 [1430] validation_0-mae:4145.78809 validation_1-mae:6012.14453 [1431] validation_0-mae:4145.06982 validation_1-mae:6011.73340 [1432] validation_0-mae:4144.14551 validation_1-mae:6011.58643 [1433] validation_0-mae:4143.06494 validation_1-mae:6011.99561 [1434] validation_0-mae:4141.98584 validation_1-mae:6012.13477 [1435] validation_0-mae:4141.28516 validation_1-mae:6011.97266 [1436] validation_0-mae:4140.64453 validation_1-mae:6011.69531 [1437] validation_0-mae:4139.69434 validation_1-mae:6011.35449 [1438] validation_0-mae:4138.81250 validation_1-mae:6010.91797 [1439] validation_0-mae:4137.54883 validation_1-mae:6010.97949 [1440] validation_0-mae:4135.97266 validation_1-mae:6010.91699 [1441] validation_0-mae:4134.87451 validation_1-mae:6010.95654 [1442] validation_0-mae:4133.78613 validation_1-mae:6011.49121 [1443] validation_0-mae:4131.95312 validation_1-mae:6011.72119 [1444] validation_0-mae:4130.29688 validation_1-mae:6012.46094 [1445] validation_0-mae:4129.69775 validation_1-mae:6012.54395 [1446] validation_0-mae:4128.19434 validation_1-mae:6012.33789 [1447] validation_0-mae:4127.73535 validation_1-mae:6012.71826 [1448] validation_0-mae:4127.18262 validation_1-mae:6012.76514 [1449] validation_0-mae:4126.24365 validation_1-mae:6012.62842 [1450] validation_0-mae:4125.43750 validation_1-mae:6012.50098 [1451] validation_0-mae:4124.54346 validation_1-mae:6012.39404 [1452] validation_0-mae:4123.91553 validation_1-mae:6012.70508 [1453] validation_0-mae:4122.96631 validation_1-mae:6012.72266 [1454] validation_0-mae:4122.20117 validation_1-mae:6012.77637 [1455] validation_0-mae:4121.61963 validation_1-mae:6012.70898 [1456] validation_0-mae:4120.10791 validation_1-mae:6013.53857 [1457] validation_0-mae:4119.35352 validation_1-mae:6013.41211 [1458] validation_0-mae:4118.18066 validation_1-mae:6013.72949 [1459] validation_0-mae:4117.36768 validation_1-mae:6014.18164 [1460] validation_0-mae:4116.86328 validation_1-mae:6014.04590 [1461] validation_0-mae:4116.14941 validation_1-mae:6014.49609 [1462] validation_0-mae:4115.47656 validation_1-mae:6014.53516 [1463] validation_0-mae:4114.43994 validation_1-mae:6014.04883 [1464] validation_0-mae:4112.85254 validation_1-mae:6013.91455 [1465] validation_0-mae:4112.16748 validation_1-mae:6013.67480 [1466] validation_0-mae:4112.04736 validation_1-mae:6013.72217 [1467] validation_0-mae:4111.32812 validation_1-mae:6014.03076 [1468] validation_0-mae:4110.92383 validation_1-mae:6014.05615 [1469] validation_0-mae:4110.05273 validation_1-mae:6014.42188 [1470] validation_0-mae:4109.41992 validation_1-mae:6014.55713 [1471] validation_0-mae:4108.27393 validation_1-mae:6014.74365 [1472] validation_0-mae:4107.10889 validation_1-mae:6014.54932 [1473] validation_0-mae:4106.42822 validation_1-mae:6014.53272 [1474] validation_0-mae:4105.68506 validation_1-mae:6014.58057 [1475] validation_0-mae:4105.08154 validation_1-mae:6014.74316 [1476] validation_0-mae:4104.69043 validation_1-mae:6014.69189 [1477] validation_0-mae:4104.20068 validation_1-mae:6014.72217 [1478] validation_0-mae:4104.19287 validation_1-mae:6014.73584 [1479] validation_0-mae:4103.33838 validation_1-mae:6015.06836 [1480] validation_0-mae:4102.25147 validation_1-mae:6015.27441 [1481] validation_0-mae:4101.54932 validation_1-mae:6015.50195 [1482] validation_0-mae:4100.88086 validation_1-mae:6015.58984 [1483] validation_0-mae:4100.36816 validation_1-mae:6015.43408 [1484] validation_0-mae:4100.30371 validation_1-mae:6015.39893 [1485] validation_0-mae:4099.94971 validation_1-mae:6015.45752 [1486] validation_0-mae:4098.27637 validation_1-mae:6014.50147 [1487] validation_0-mae:4097.42676 validation_1-mae:6014.43945 [1488] validation_0-mae:4096.83936 validation_1-mae:6014.48926 [1489] validation_0-mae:4096.45459 validation_1-mae:6014.27344 [1490] validation_0-mae:4095.48853 validation_1-mae:6014.01514 [1491] validation_0-mae:4094.47412 validation_1-mae:6014.01904 [1492] validation_0-mae:4093.82886 validation_1-mae:6013.96582 [1493] validation_0-mae:4093.26978 validation_1-mae:6013.92188 [1494] validation_0-mae:4092.66260 validation_1-mae:6013.68555 [1495] validation_0-mae:4091.93188 validation_1-mae:6013.79639 [1496] validation_0-mae:4090.78931 validation_1-mae:6013.47022 [1497] validation_0-mae:4089.69653 validation_1-mae:6013.35742 [1498] validation_0-mae:4089.17236 validation_1-mae:6013.44043 [1499] validation_0-mae:4087.59985 validation_1-mae:6012.76709 [1500] validation_0-mae:4087.13281 validation_1-mae:6012.65967 [1501] validation_0-mae:4086.57568 validation_1-mae:6012.75049 [1502] validation_0-mae:4085.88403 validation_1-mae:6012.66455 [1503] validation_0-mae:4084.71631 validation_1-mae:6011.75488 [1504] validation_0-mae:4083.85449 validation_1-mae:6011.43164 [1505] validation_0-mae:4083.55981 validation_1-mae:6011.31152 [1506] validation_0-mae:4083.31323 validation_1-mae:6011.38916 [1507] validation_0-mae:4082.77075 validation_1-mae:6010.92139 [1508] validation_0-mae:4081.61157 validation_1-mae:6010.64160 [1509] validation_0-mae:4080.52563 validation_1-mae:6010.80371 [1510] validation_0-mae:4080.21826 validation_1-mae:6010.95703 [1511] validation_0-mae:4079.82544 validation_1-mae:6010.96777 [1512] validation_0-mae:4079.34741 validation_1-mae:6011.01562 [1513] validation_0-mae:4078.41357 validation_1-mae:6010.92529 [1514] validation_0-mae:4077.53369 validation_1-mae:6011.17188 [1515] validation_0-mae:4076.71094 validation_1-mae:6011.32764 [1516] validation_0-mae:4075.93213 validation_1-mae:6011.32520 [1517] validation_0-mae:4075.23438 validation_1-mae:6011.49219 [1518] validation_0-mae:4074.01416 validation_1-mae:6011.50049 [1519] validation_0-mae:4072.93311 validation_1-mae:6011.63721 [1520] validation_0-mae:4071.95825 validation_1-mae:6011.08740 [1521] validation_0-mae:4071.24902 validation_1-mae:6011.37695 [1522] validation_0-mae:4070.27686 validation_1-mae:6011.37647 [1523] validation_0-mae:4069.74097 validation_1-mae:6011.51367 [1524] validation_0-mae:4068.49561 validation_1-mae:6011.74512 [1525] validation_0-mae:4067.79541 validation_1-mae:6012.00342 [1526] validation_0-mae:4067.20532 validation_1-mae:6012.50830 [1527] validation_0-mae:4066.37744 validation_1-mae:6012.64990 [1528] validation_0-mae:4065.42212 validation_1-mae:6012.98779 [1529] validation_0-mae:4064.64356 validation_1-mae:6012.62695 [1530] validation_0-mae:4064.11108 validation_1-mae:6012.24414 [1531] validation_0-mae:4063.32983 validation_1-mae:6011.93408 [1532] validation_0-mae:4062.33765 validation_1-mae:6012.28223 [1533] validation_0-mae:4061.00391 validation_1-mae:6012.40137 [1534] validation_0-mae:4060.14233 validation_1-mae:6012.51709 [1535] validation_0-mae:4059.26514 validation_1-mae:6012.68506 [1536] validation_0-mae:4058.27563 validation_1-mae:6012.18945 [1537] validation_0-mae:4057.34985 validation_1-mae:6012.06934 [1538] validation_0-mae:4056.44092 validation_1-mae:6011.50732 [1539] validation_0-mae:4055.22510 validation_1-mae:6011.19434 [1540] validation_0-mae:4054.50562 validation_1-mae:6011.56397 [1541] validation_0-mae:4053.81812 validation_1-mae:6011.41064 [1542] validation_0-mae:4053.11450 validation_1-mae:6011.34570 [1543] validation_0-mae:4052.14453 validation_1-mae:6011.76074 [1544] validation_0-mae:4051.31104 validation_1-mae:6011.24219 [1545] validation_0-mae:4050.83179 validation_1-mae:6011.64844 [1546] validation_0-mae:4050.11475 validation_1-mae:6012.04688 [1547] validation_0-mae:4049.66333 validation_1-mae:6011.84814 [1548] validation_0-mae:4049.28931 validation_1-mae:6011.91357 [1549] validation_0-mae:4048.69019 validation_1-mae:6011.84570 [1550] validation_0-mae:4048.12061 validation_1-mae:6011.66357 [1551] validation_0-mae:4047.31128 validation_1-mae:6011.69873 [1552] validation_0-mae:4046.85059 validation_1-mae:6011.46094 [1553] validation_0-mae:4046.19214 validation_1-mae:6011.69824 [1554] validation_0-mae:4044.93164 validation_1-mae:6012.13623 [1555] validation_0-mae:4043.98560 validation_1-mae:6012.12402 [1556] validation_0-mae:4042.25024 validation_1-mae:6012.01318 [1557] validation_0-mae:4041.60034 validation_1-mae:6012.17773 [1558] validation_0-mae:4041.04932 validation_1-mae:6012.63428 [1559] validation_0-mae:4040.47339 validation_1-mae:6011.86182 [1560] validation_0-mae:4039.53394 validation_1-mae:6011.79443 [1561] validation_0-mae:4039.08252 validation_1-mae:6011.57520 [1562] validation_0-mae:4038.68384 validation_1-mae:6011.66602 [1563] validation_0-mae:4038.28149 validation_1-mae:6011.74170 [1564] validation_0-mae:4037.89160 validation_1-mae:6011.64307 [1565] validation_0-mae:4037.33887 validation_1-mae:6012.02637 [1566] validation_0-mae:4036.59277 validation_1-mae:6012.25098 [1567] validation_0-mae:4035.92090 validation_1-mae:6012.19727 [1568] validation_0-mae:4034.89233 validation_1-mae:6011.52002 [1569] validation_0-mae:4034.53198 validation_1-mae:6011.47559 [1570] validation_0-mae:4034.38110 validation_1-mae:6011.40088 [1571] validation_0-mae:4034.11523 validation_1-mae:6011.38086 [1572] validation_0-mae:4033.73267 validation_1-mae:6011.40967 [1573] validation_0-mae:4032.99878 validation_1-mae:6011.69092 [1574] validation_0-mae:4032.24512 validation_1-mae:6012.16602 [1575] validation_0-mae:4031.90649 validation_1-mae:6011.98193 [1576] validation_0-mae:4031.07519 validation_1-mae:6011.88574 [1577] validation_0-mae:4030.25488 validation_1-mae:6011.50537 [1578] validation_0-mae:4029.28076 validation_1-mae:6011.14990 [1579] validation_0-mae:4027.98779 validation_1-mae:6011.13037 [1580] validation_0-mae:4026.28125 validation_1-mae:6010.31445 [1581] validation_0-mae:4025.90552 validation_1-mae:6010.49023 [1582] validation_0-mae:4024.94067 validation_1-mae:6010.52588 [1583] validation_0-mae:4024.29565 validation_1-mae:6010.38965 [1584] validation_0-mae:4023.57105 validation_1-mae:6010.45557 [1585] validation_0-mae:4022.87231 validation_1-mae:6010.19971 [1586] validation_0-mae:4022.21826 validation_1-mae:6010.33545 [1587] validation_0-mae:4020.89356 validation_1-mae:6010.61035 [1588] validation_0-mae:4020.01856 validation_1-mae:6010.51172 [1589] validation_0-mae:4018.69165 validation_1-mae:6009.66455 [1590] validation_0-mae:4017.87744 validation_1-mae:6009.33789 [1591] validation_0-mae:4017.31177 validation_1-mae:6009.54590 [1592] validation_0-mae:4016.85327 validation_1-mae:6009.82422 [1593] validation_0-mae:4015.95581 validation_1-mae:6009.71191 [1594] validation_0-mae:4015.18188 validation_1-mae:6009.91064 [1595] validation_0-mae:4013.70337 validation_1-mae:6010.21338 [1596] validation_0-mae:4013.03467 validation_1-mae:6009.75732 [1597] validation_0-mae:4012.07031 validation_1-mae:6010.23047 [1598] validation_0-mae:4010.96191 validation_1-mae:6010.36523 [1599] validation_0-mae:4009.92261 validation_1-mae:6010.04785 [1600] validation_0-mae:4008.79590 validation_1-mae:6010.69531 [1601] validation_0-mae:4008.36645 validation_1-mae:6010.75098 [1602] validation_0-mae:4007.62573 validation_1-mae:6010.21631 [1603] validation_0-mae:4007.47583 validation_1-mae:6010.14697 [1604] validation_0-mae:4007.16602 validation_1-mae:6010.29541 [1605] validation_0-mae:4006.35840 validation_1-mae:6010.18457 [1606] validation_0-mae:4005.62573 validation_1-mae:6010.10547 [1607] validation_0-mae:4005.41138 validation_1-mae:6010.10107 [1608] validation_0-mae:4004.86108 validation_1-mae:6010.07129 [1609] validation_0-mae:4004.16357 validation_1-mae:6009.96094 [1610] validation_0-mae:4003.45142 validation_1-mae:6010.18457 [1611] validation_0-mae:4002.28491 validation_1-mae:6009.79053 [1612] validation_0-mae:4001.73364 validation_1-mae:6009.54297 [1613] validation_0-mae:4000.33765 validation_1-mae:6009.78662 [1614] validation_0-mae:3999.79639 validation_1-mae:6009.83691 [1615] validation_0-mae:3999.10962 validation_1-mae:6009.98535 [1616] validation_0-mae:3998.82275 validation_1-mae:6010.03955 [1617] validation_0-mae:3998.73950 validation_1-mae:6010.00684 [1618] validation_0-mae:3998.58716 validation_1-mae:6009.98682 [1619] validation_0-mae:3998.41943 validation_1-mae:6010.03320 [1620] validation_0-mae:3997.82642 validation_1-mae:6009.83350 [1621] validation_0-mae:3996.63184 validation_1-mae:6009.90478 [1622] validation_0-mae:3995.80811 validation_1-mae:6009.98584 [1623] validation_0-mae:3994.82739 validation_1-mae:6010.19238 [1624] validation_0-mae:3994.73706 validation_1-mae:6010.10107 [1625] validation_0-mae:3993.83374 validation_1-mae:6010.28174 [1626] validation_0-mae:3993.44141 validation_1-mae:6010.17529 [1627] validation_0-mae:3993.09888 validation_1-mae:6010.28027 [1628] validation_0-mae:3992.82690 validation_1-mae:6010.42627 [1629] validation_0-mae:3992.77173 validation_1-mae:6010.44824 [1630] validation_0-mae:3992.36035 validation_1-mae:6010.58984 [1631] validation_0-mae:3992.15796 validation_1-mae:6010.59228 [1632] validation_0-mae:3991.76929 validation_1-mae:6010.55566 [1633] validation_0-mae:3991.60669 validation_1-mae:6010.80615 [1634] validation_0-mae:3990.89697 validation_1-mae:6010.40527 [1635] validation_0-mae:3990.54077 validation_1-mae:6010.41162 [1636] validation_0-mae:3989.90723 validation_1-mae:6010.49707 [1637] validation_0-mae:3989.32959 validation_1-mae:6010.46924 [1638] validation_0-mae:3988.34570 validation_1-mae:6010.40381 [1639] validation_0-mae:3988.01538 validation_1-mae:6010.37451 [1640] validation_0-mae:3987.63281 validation_1-mae:6010.41113 [1641] validation_0-mae:3987.11035 validation_1-mae:6010.54004 [1642] validation_0-mae:3986.32446 validation_1-mae:6010.50879 [1643] validation_0-mae:3985.24219 validation_1-mae:6010.22754 [1644] validation_0-mae:3984.24707 validation_1-mae:6010.15137 [1645] validation_0-mae:3983.54175 validation_1-mae:6009.87500 [1646] validation_0-mae:3982.77197 validation_1-mae:6009.54980 [1647] validation_0-mae:3982.38550 validation_1-mae:6009.42188 [1648] validation_0-mae:3982.05664 validation_1-mae:6009.46924 [1649] validation_0-mae:3981.56372 validation_1-mae:6009.50488 [1650] validation_0-mae:3980.72437 validation_1-mae:6009.56445 [1651] validation_0-mae:3980.62109 validation_1-mae:6009.62012 [1652] validation_0-mae:3980.13062 validation_1-mae:6009.81982 [1653] validation_0-mae:3978.54370 validation_1-mae:6009.66992 [1654] validation_0-mae:3978.10889 validation_1-mae:6009.66406 [1655] validation_0-mae:3977.75488 validation_1-mae:6009.80615 [1656] validation_0-mae:3976.98950 validation_1-mae:6010.11865 [1657] validation_0-mae:3976.43726 validation_1-mae:6010.21289 [1658] validation_0-mae:3975.95312 validation_1-mae:6010.21387 [1659] validation_0-mae:3974.59497 validation_1-mae:6010.33740 [1660] validation_0-mae:3974.08252 validation_1-mae:6010.15381 [1661] validation_0-mae:3972.90015 validation_1-mae:6009.88672 [1662] validation_0-mae:3972.15747 validation_1-mae:6009.71533 [1663] validation_0-mae:3971.43091 validation_1-mae:6009.72754 [1664] validation_0-mae:3970.51294 validation_1-mae:6009.68213 [1665] validation_0-mae:3969.45947 validation_1-mae:6008.92822 [1666] validation_0-mae:3968.96826 validation_1-mae:6009.03516 [1667] validation_0-mae:3968.02222 validation_1-mae:6009.70605 [1668] validation_0-mae:3967.17822 validation_1-mae:6009.74121 [1669] validation_0-mae:3966.29590 validation_1-mae:6009.89453 [1670] validation_0-mae:3965.61645 validation_1-mae:6009.75830 [1671] validation_0-mae:3964.52417 validation_1-mae:6010.08691 [1672] validation_0-mae:3963.77100 validation_1-mae:6010.22461 [1673] validation_0-mae:3962.90479 validation_1-mae:6010.46143 [1674] validation_0-mae:3962.45776 validation_1-mae:6010.10889 [1675] validation_0-mae:3961.68945 validation_1-mae:6010.05078 [1676] validation_0-mae:3960.68530 validation_1-mae:6010.46338 [1677] validation_0-mae:3959.39966 validation_1-mae:6010.95020 [1678] validation_0-mae:3959.04956 validation_1-mae:6010.90478 [1679] validation_0-mae:3958.58398 validation_1-mae:6010.97314 [1680] validation_0-mae:3958.14648 validation_1-mae:6011.12647 [1681] validation_0-mae:3956.84497 validation_1-mae:6010.39355 [1682] validation_0-mae:3956.08862 validation_1-mae:6010.33643 [1683] validation_0-mae:3955.61865 validation_1-mae:6010.12647 [1684] validation_0-mae:3955.06470 validation_1-mae:6009.71924 [1685] validation_0-mae:3954.55737 validation_1-mae:6009.96094 [1686] validation_0-mae:3953.38574 validation_1-mae:6010.09228 [1687] validation_0-mae:3952.74097 validation_1-mae:6010.27197 [1688] validation_0-mae:3952.23828 validation_1-mae:6010.15478 [1689] validation_0-mae:3951.43848 validation_1-mae:6010.04004 [1690] validation_0-mae:3950.74048 validation_1-mae:6010.03467 [1691] validation_0-mae:3949.83862 validation_1-mae:6009.66211 [1692] validation_0-mae:3949.09863 validation_1-mae:6010.43359 [1693] validation_0-mae:3947.78882 validation_1-mae:6009.67871 [1694] validation_0-mae:3946.47949 validation_1-mae:6009.58008 [1695] validation_0-mae:3945.37891 validation_1-mae:6009.36816 [1696] validation_0-mae:3944.42212 validation_1-mae:6009.55859 [1697] validation_0-mae:3943.58154 validation_1-mae:6009.81836 [1698] validation_0-mae:3942.69629 validation_1-mae:6009.45850 [1699] validation_0-mae:3941.59619 validation_1-mae:6008.86523 Dropping: elek [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65137 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.57666 [21] validation_0-mae:7944.89600 validation_1-mae:7832.65723 [22] validation_0-mae:7846.75635 validation_1-mae:7746.49707 [23] validation_0-mae:7760.49268 validation_1-mae:7677.36865 [24] validation_0-mae:7676.77881 validation_1-mae:7599.02197 [25] validation_0-mae:7604.22461 validation_1-mae:7535.70166 [26] validation_0-mae:7548.77930 validation_1-mae:7488.89014 [27] validation_0-mae:7488.50000 validation_1-mae:7434.85938 [28] validation_0-mae:7439.26465 validation_1-mae:7393.77002 [29] validation_0-mae:7397.07129 validation_1-mae:7359.71387 [30] validation_0-mae:7361.33447 validation_1-mae:7329.10693 [31] validation_0-mae:7320.76855 validation_1-mae:7292.63770 [32] validation_0-mae:7292.27344 validation_1-mae:7275.50586 [33] validation_0-mae:7264.06689 validation_1-mae:7254.46436 [34] validation_0-mae:7233.79004 validation_1-mae:7234.50293 [35] validation_0-mae:7202.32031 validation_1-mae:7209.63086 [36] validation_0-mae:7185.08740 validation_1-mae:7196.21484 [37] validation_0-mae:7167.61963 validation_1-mae:7185.78320 [38] validation_0-mae:7142.17969 validation_1-mae:7164.28418 [39] validation_0-mae:7120.81445 validation_1-mae:7147.10059 [40] validation_0-mae:7102.98682 validation_1-mae:7136.73193 [41] validation_0-mae:7086.79443 validation_1-mae:7124.33643 [42] validation_0-mae:7069.74609 validation_1-mae:7113.59473 [43] validation_0-mae:7049.70898 validation_1-mae:7099.78809 [44] validation_0-mae:7033.69287 validation_1-mae:7086.73096 [45] validation_0-mae:7014.76465 validation_1-mae:7073.73730 [46] validation_0-mae:6998.53857 validation_1-mae:7063.56543 [47] validation_0-mae:6975.02393 validation_1-mae:7044.80029 [48] validation_0-mae:6963.79541 validation_1-mae:7036.13916 [49] validation_0-mae:6944.66797 validation_1-mae:7021.72168 [50] validation_0-mae:6920.67480 validation_1-mae:7006.31299 [51] validation_0-mae:6908.85303 validation_1-mae:6997.07129 [52] validation_0-mae:6890.51709 validation_1-mae:6984.92041 [53] validation_0-mae:6871.32324 validation_1-mae:6968.15674 [54] validation_0-mae:6856.89600 validation_1-mae:6955.50147 [55] validation_0-mae:6846.20459 validation_1-mae:6949.06152 [56] validation_0-mae:6826.03076 validation_1-mae:6932.36816 [57] validation_0-mae:6813.08398 validation_1-mae:6923.79150 [58] validation_0-mae:6803.71582 validation_1-mae:6917.01953 [59] validation_0-mae:6786.72754 validation_1-mae:6909.05566 [60] validation_0-mae:6774.04492 validation_1-mae:6898.52441 [61] validation_0-mae:6760.41797 validation_1-mae:6887.72363 [62] validation_0-mae:6749.58740 validation_1-mae:6881.27246 [63] validation_0-mae:6734.16895 validation_1-mae:6868.79492 [64] validation_0-mae:6721.70703 validation_1-mae:6857.99853 [65] validation_0-mae:6710.04395 validation_1-mae:6849.18213 [66] validation_0-mae:6696.66162 validation_1-mae:6835.47998 [67] validation_0-mae:6686.05078 validation_1-mae:6829.76318 [68] validation_0-mae:6675.47510 validation_1-mae:6821.31103 [69] validation_0-mae:6670.55078 validation_1-mae:6817.98779 [70] validation_0-mae:6656.58936 validation_1-mae:6808.83643 [71] validation_0-mae:6645.05908 validation_1-mae:6800.16895 [72] validation_0-mae:6634.14893 validation_1-mae:6795.42627 [73] validation_0-mae:6626.81543 validation_1-mae:6789.03809 [74] validation_0-mae:6615.44531 validation_1-mae:6781.90674 [75] validation_0-mae:6594.58447 validation_1-mae:6763.19141 [76] validation_0-mae:6584.57227 validation_1-mae:6755.47070 [77] validation_0-mae:6580.47998 validation_1-mae:6751.04443 [78] validation_0-mae:6571.57471 validation_1-mae:6743.69287 [79] validation_0-mae:6562.46973 validation_1-mae:6738.91943 [80] validation_0-mae:6553.31250 validation_1-mae:6730.28809 [81] validation_0-mae:6540.72461 validation_1-mae:6722.09570 [82] validation_0-mae:6534.66016 validation_1-mae:6717.61768 [83] validation_0-mae:6526.12109 validation_1-mae:6711.01367 [84] validation_0-mae:6519.50488 validation_1-mae:6708.18115 [85] validation_0-mae:6510.27148 validation_1-mae:6701.48779 [86] validation_0-mae:6502.89111 validation_1-mae:6698.56397 [87] validation_0-mae:6490.11768 validation_1-mae:6688.49805 [88] validation_0-mae:6477.55371 validation_1-mae:6682.63916 [89] validation_0-mae:6471.57910 validation_1-mae:6676.70459 [90] validation_0-mae:6465.41211 validation_1-mae:6672.88135 [91] validation_0-mae:6457.54297 validation_1-mae:6665.92188 [92] validation_0-mae:6450.37793 validation_1-mae:6662.30811 [93] validation_0-mae:6442.47266 validation_1-mae:6659.16016 [94] validation_0-mae:6435.12695 validation_1-mae:6653.82129 [95] validation_0-mae:6427.84668 validation_1-mae:6648.24805 [96] validation_0-mae:6421.42383 validation_1-mae:6644.25391 [97] validation_0-mae:6410.98877 validation_1-mae:6637.86523 [98] validation_0-mae:6403.85107 validation_1-mae:6631.53613 [99] validation_0-mae:6396.78320 validation_1-mae:6626.80908 [100] validation_0-mae:6388.12402 validation_1-mae:6619.83936 [101] validation_0-mae:6385.41504 validation_1-mae:6618.25684 [102] validation_0-mae:6377.64502 validation_1-mae:6615.07715 [103] validation_0-mae:6372.82520 validation_1-mae:6610.59277 [104] validation_0-mae:6367.05615 validation_1-mae:6606.61377 [105] validation_0-mae:6362.55811 validation_1-mae:6604.08594 [106] validation_0-mae:6358.72998 validation_1-mae:6600.06250 [107] validation_0-mae:6349.83887 validation_1-mae:6595.77930 [108] validation_0-mae:6346.18994 validation_1-mae:6593.95264 [109] validation_0-mae:6333.95508 validation_1-mae:6584.75098 [110] validation_0-mae:6327.82129 validation_1-mae:6579.81592 [111] validation_0-mae:6319.35254 validation_1-mae:6573.39648 [112] validation_0-mae:6312.48047 validation_1-mae:6568.35889 [113] validation_0-mae:6308.04541 validation_1-mae:6565.09619 [114] validation_0-mae:6304.73779 validation_1-mae:6562.56055 [115] validation_0-mae:6300.12939 validation_1-mae:6559.41943 [116] validation_0-mae:6292.90576 validation_1-mae:6554.64062 [117] validation_0-mae:6291.09766 validation_1-mae:6554.77588 [118] validation_0-mae:6285.96240 validation_1-mae:6551.02930 [119] validation_0-mae:6278.62695 validation_1-mae:6547.80908 [120] validation_0-mae:6272.15967 validation_1-mae:6543.30518 [121] validation_0-mae:6265.87402 validation_1-mae:6538.84326 [122] validation_0-mae:6262.80908 validation_1-mae:6537.30469 [123] validation_0-mae:6258.66016 validation_1-mae:6534.17627 [124] validation_0-mae:6255.08887 validation_1-mae:6533.22949 [125] validation_0-mae:6245.60547 validation_1-mae:6525.36816 [126] validation_0-mae:6238.31103 validation_1-mae:6522.67480 [127] validation_0-mae:6233.67285 validation_1-mae:6520.51367 [128] validation_0-mae:6230.62793 validation_1-mae:6519.78027 [129] validation_0-mae:6224.03223 validation_1-mae:6518.60840 [130] validation_0-mae:6220.90820 validation_1-mae:6517.28613 [131] validation_0-mae:6214.78223 validation_1-mae:6513.56885 [132] validation_0-mae:6211.48828 validation_1-mae:6512.50879 [133] validation_0-mae:6207.75977 validation_1-mae:6510.53857 [134] validation_0-mae:6203.27490 validation_1-mae:6506.54541 [135] validation_0-mae:6198.12109 validation_1-mae:6503.49023 [136] validation_0-mae:6192.38184 validation_1-mae:6500.62061 [137] validation_0-mae:6186.58545 validation_1-mae:6497.38818 [138] validation_0-mae:6184.45459 validation_1-mae:6496.78564 [139] validation_0-mae:6180.71191 validation_1-mae:6494.17627 [140] validation_0-mae:6175.68506 validation_1-mae:6490.38770 [141] validation_0-mae:6169.76562 validation_1-mae:6487.68213 [142] validation_0-mae:6165.12695 validation_1-mae:6483.88623 [143] validation_0-mae:6160.46143 validation_1-mae:6481.36816 [144] validation_0-mae:6156.34912 validation_1-mae:6479.82031 [145] validation_0-mae:6152.66846 validation_1-mae:6479.18701 [146] validation_0-mae:6150.89844 validation_1-mae:6478.21533 [147] validation_0-mae:6145.59912 validation_1-mae:6476.60596 [148] validation_0-mae:6143.62744 validation_1-mae:6476.42578 [149] validation_0-mae:6141.17676 validation_1-mae:6475.78369 [150] validation_0-mae:6136.54297 validation_1-mae:6473.24707 [151] validation_0-mae:6131.21777 validation_1-mae:6470.54150 [152] validation_0-mae:6127.01318 validation_1-mae:6468.35449 [153] validation_0-mae:6121.22803 validation_1-mae:6464.32031 [154] validation_0-mae:6116.40576 validation_1-mae:6461.76758 [155] validation_0-mae:6114.54297 validation_1-mae:6460.44385 [156] validation_0-mae:6111.69092 validation_1-mae:6458.57373 [157] validation_0-mae:6104.90674 validation_1-mae:6452.64111 [158] validation_0-mae:6101.82031 validation_1-mae:6451.74853 [159] validation_0-mae:6100.02393 validation_1-mae:6450.08057 [160] validation_0-mae:6096.41699 validation_1-mae:6447.40772 [161] validation_0-mae:6091.83105 validation_1-mae:6445.17139 [162] validation_0-mae:6088.90430 validation_1-mae:6443.54102 [163] validation_0-mae:6085.64209 validation_1-mae:6441.33643 [164] validation_0-mae:6084.23047 validation_1-mae:6441.19971 [165] validation_0-mae:6080.68799 validation_1-mae:6440.76953 [166] validation_0-mae:6073.75488 validation_1-mae:6437.22168 [167] validation_0-mae:6070.77539 validation_1-mae:6436.51025 [168] validation_0-mae:6068.14160 validation_1-mae:6436.18262 [169] validation_0-mae:6065.86426 validation_1-mae:6434.83936 [170] validation_0-mae:6061.99756 validation_1-mae:6432.88818 [171] validation_0-mae:6057.29297 validation_1-mae:6430.53223 [172] validation_0-mae:6053.94385 validation_1-mae:6429.48828 [173] validation_0-mae:6051.08008 validation_1-mae:6428.30615 [174] validation_0-mae:6047.84131 validation_1-mae:6426.45557 [175] validation_0-mae:6044.92383 validation_1-mae:6424.43603 [176] validation_0-mae:6039.94287 validation_1-mae:6421.93115 [177] validation_0-mae:6036.48877 validation_1-mae:6420.51709 [178] validation_0-mae:6033.59424 validation_1-mae:6419.33740 [179] validation_0-mae:6030.12842 validation_1-mae:6418.28125 [180] validation_0-mae:6027.51074 validation_1-mae:6417.12793 [181] validation_0-mae:6025.22949 validation_1-mae:6416.98975 [182] validation_0-mae:6020.05420 validation_1-mae:6414.32324 [183] validation_0-mae:6016.22656 validation_1-mae:6411.59717 [184] validation_0-mae:6012.70361 validation_1-mae:6410.02832 [185] validation_0-mae:6009.30176 validation_1-mae:6408.60059 [186] validation_0-mae:6006.40918 validation_1-mae:6407.74023 [187] validation_0-mae:6003.15088 validation_1-mae:6407.01855 [188] validation_0-mae:5997.22412 validation_1-mae:6402.57520 [189] validation_0-mae:5994.35156 validation_1-mae:6401.37207 [190] validation_0-mae:5993.16309 validation_1-mae:6401.38818 [191] validation_0-mae:5988.52051 validation_1-mae:6398.63281 [192] validation_0-mae:5985.44385 validation_1-mae:6397.09570 [193] validation_0-mae:5983.87305 validation_1-mae:6396.00684 [194] validation_0-mae:5980.88037 validation_1-mae:6395.02197 [195] validation_0-mae:5977.48682 validation_1-mae:6392.91650 [196] validation_0-mae:5974.95703 validation_1-mae:6391.31934 [197] validation_0-mae:5973.63574 validation_1-mae:6390.62207 [198] validation_0-mae:5970.13428 validation_1-mae:6390.15527 [199] validation_0-mae:5966.64648 validation_1-mae:6389.97314 [200] validation_0-mae:5964.87353 validation_1-mae:6388.29492 [201] validation_0-mae:5961.99609 validation_1-mae:6388.52881 [202] validation_0-mae:5960.35059 validation_1-mae:6388.28711 [203] validation_0-mae:5957.67627 validation_1-mae:6387.71631 [204] validation_0-mae:5952.97168 validation_1-mae:6385.73877 [205] validation_0-mae:5950.36816 validation_1-mae:6385.20459 [206] validation_0-mae:5947.14355 validation_1-mae:6383.34375 [207] validation_0-mae:5943.51270 validation_1-mae:6381.20605 [208] validation_0-mae:5939.72656 validation_1-mae:6379.51318 [209] validation_0-mae:5935.73535 validation_1-mae:6378.43262 [210] validation_0-mae:5933.29199 validation_1-mae:6377.08398 [211] validation_0-mae:5932.32617 validation_1-mae:6376.42676 [212] validation_0-mae:5928.43897 validation_1-mae:6374.86621 [213] validation_0-mae:5925.79639 validation_1-mae:6374.20605 [214] validation_0-mae:5924.03760 validation_1-mae:6373.53320 [215] validation_0-mae:5920.96387 validation_1-mae:6371.72754 [216] validation_0-mae:5917.17773 validation_1-mae:6369.10791 [217] validation_0-mae:5913.09424 validation_1-mae:6366.34863 [218] validation_0-mae:5911.13525 validation_1-mae:6365.19678 [219] validation_0-mae:5908.38525 validation_1-mae:6363.82666 [220] validation_0-mae:5906.89404 validation_1-mae:6363.04053 [221] validation_0-mae:5903.31836 validation_1-mae:6361.79980 [222] validation_0-mae:5899.87158 validation_1-mae:6361.21045 [223] validation_0-mae:5897.01123 validation_1-mae:6361.07373 [224] validation_0-mae:5894.62647 validation_1-mae:6360.47510 [225] validation_0-mae:5892.13574 validation_1-mae:6360.27783 [226] validation_0-mae:5890.00488 validation_1-mae:6359.72070 [227] validation_0-mae:5886.68213 validation_1-mae:6358.28809 [228] validation_0-mae:5885.94580 validation_1-mae:6358.25195 [229] validation_0-mae:5884.36572 validation_1-mae:6358.25586 [230] validation_0-mae:5880.19775 validation_1-mae:6358.18506 [231] validation_0-mae:5876.86426 validation_1-mae:6355.67725 [232] validation_0-mae:5875.33350 validation_1-mae:6354.91943 [233] validation_0-mae:5873.52051 validation_1-mae:6354.25244 [234] validation_0-mae:5867.85498 validation_1-mae:6350.83691 [235] validation_0-mae:5865.45166 validation_1-mae:6349.70752 [236] validation_0-mae:5861.61816 validation_1-mae:6348.28906 [237] validation_0-mae:5859.64697 validation_1-mae:6348.52588 [238] validation_0-mae:5852.35889 validation_1-mae:6344.19336 [239] validation_0-mae:5850.00147 validation_1-mae:6343.17041 [240] validation_0-mae:5845.87549 validation_1-mae:6341.55078 [241] validation_0-mae:5842.41309 validation_1-mae:6341.19287 [242] validation_0-mae:5838.49316 validation_1-mae:6340.05762 [243] validation_0-mae:5834.91064 validation_1-mae:6338.81543 [244] validation_0-mae:5832.57959 validation_1-mae:6338.30664 [245] validation_0-mae:5829.37549 validation_1-mae:6337.05322 [246] validation_0-mae:5828.75488 validation_1-mae:6337.06152 [247] validation_0-mae:5823.55322 validation_1-mae:6332.10010 [248] validation_0-mae:5821.03418 validation_1-mae:6331.42773 [249] validation_0-mae:5817.36328 validation_1-mae:6329.82275 [250] validation_0-mae:5814.35742 validation_1-mae:6328.62109 [251] validation_0-mae:5810.18213 validation_1-mae:6325.25830 [252] validation_0-mae:5808.77539 validation_1-mae:6324.66748 [253] validation_0-mae:5805.55225 validation_1-mae:6323.63232 [254] validation_0-mae:5802.99805 validation_1-mae:6323.34473 [255] validation_0-mae:5799.75586 validation_1-mae:6322.44873 [256] validation_0-mae:5796.94531 validation_1-mae:6320.85400 [257] validation_0-mae:5794.22852 validation_1-mae:6320.93164 [258] validation_0-mae:5792.69922 validation_1-mae:6320.83398 [259] validation_0-mae:5789.56397 validation_1-mae:6318.64209 [260] validation_0-mae:5787.17090 validation_1-mae:6318.93603 [261] validation_0-mae:5783.81445 validation_1-mae:6318.05029 [262] validation_0-mae:5781.80518 validation_1-mae:6317.70898 [263] validation_0-mae:5779.46045 validation_1-mae:6316.62061 [264] validation_0-mae:5778.73242 validation_1-mae:6316.49365 [265] validation_0-mae:5774.12158 validation_1-mae:6312.43359 [266] validation_0-mae:5767.94775 validation_1-mae:6310.18262 [267] validation_0-mae:5761.48584 validation_1-mae:6307.51807 [268] validation_0-mae:5758.90576 validation_1-mae:6305.86084 [269] validation_0-mae:5752.86572 validation_1-mae:6303.03369 [270] validation_0-mae:5749.25879 validation_1-mae:6300.61572 [271] validation_0-mae:5747.39258 validation_1-mae:6300.15918 [272] validation_0-mae:5746.16650 validation_1-mae:6300.27490 [273] validation_0-mae:5743.83301 validation_1-mae:6299.10986 [274] validation_0-mae:5742.53320 validation_1-mae:6299.47022 [275] validation_0-mae:5736.65332 validation_1-mae:6295.39502 [276] validation_0-mae:5733.99512 validation_1-mae:6294.54443 [277] validation_0-mae:5731.23291 validation_1-mae:6294.15332 [278] validation_0-mae:5729.65088 validation_1-mae:6292.69141 [279] validation_0-mae:5727.34570 validation_1-mae:6292.22705 [280] validation_0-mae:5726.70117 validation_1-mae:6291.66113 [281] validation_0-mae:5724.68066 validation_1-mae:6290.62647 [282] validation_0-mae:5722.72070 validation_1-mae:6290.07227 [283] validation_0-mae:5720.15576 validation_1-mae:6287.32373 [284] validation_0-mae:5716.33301 validation_1-mae:6284.02295 [285] validation_0-mae:5711.16943 validation_1-mae:6280.62061 [286] validation_0-mae:5708.41016 validation_1-mae:6279.07959 [287] validation_0-mae:5702.88379 validation_1-mae:6276.40137 [288] validation_0-mae:5701.03027 validation_1-mae:6276.29736 [289] validation_0-mae:5697.04785 validation_1-mae:6274.57666 [290] validation_0-mae:5694.19971 validation_1-mae:6272.37256 [291] validation_0-mae:5690.37207 validation_1-mae:6269.64209 [292] validation_0-mae:5688.55029 validation_1-mae:6269.28369 [293] validation_0-mae:5686.53662 validation_1-mae:6268.89551 [294] validation_0-mae:5685.89160 validation_1-mae:6268.41797 [295] validation_0-mae:5684.77051 validation_1-mae:6267.75195 [296] validation_0-mae:5682.26953 validation_1-mae:6266.37500 [297] validation_0-mae:5679.88721 validation_1-mae:6265.59326 [298] validation_0-mae:5677.99316 validation_1-mae:6265.28027 [299] validation_0-mae:5672.74219 validation_1-mae:6263.32910 [300] validation_0-mae:5667.50000 validation_1-mae:6261.02783 [301] validation_0-mae:5666.15332 validation_1-mae:6260.68701 [302] validation_0-mae:5664.76562 validation_1-mae:6260.38086 [303] validation_0-mae:5661.56250 validation_1-mae:6259.94678 [304] validation_0-mae:5661.00684 validation_1-mae:6259.98877 [305] validation_0-mae:5660.25000 validation_1-mae:6260.44580 [306] validation_0-mae:5656.91797 validation_1-mae:6259.21875 [307] validation_0-mae:5653.33984 validation_1-mae:6258.00635 [308] validation_0-mae:5651.70312 validation_1-mae:6258.09814 [309] validation_0-mae:5649.88379 validation_1-mae:6257.43701 [310] validation_0-mae:5644.46045 validation_1-mae:6253.77148 [311] validation_0-mae:5642.54297 validation_1-mae:6252.83057 [312] validation_0-mae:5638.64600 validation_1-mae:6250.97022 [313] validation_0-mae:5636.39648 validation_1-mae:6251.36426 [314] validation_0-mae:5633.46924 validation_1-mae:6250.58789 [315] validation_0-mae:5631.54883 validation_1-mae:6249.91016 [316] validation_0-mae:5630.19922 validation_1-mae:6248.94971 [317] validation_0-mae:5626.98145 validation_1-mae:6248.18164 [318] validation_0-mae:5622.29541 validation_1-mae:6245.85889 [319] validation_0-mae:5620.19727 validation_1-mae:6245.53516 [320] validation_0-mae:5618.03711 validation_1-mae:6245.57324 [321] validation_0-mae:5615.63281 validation_1-mae:6245.58789 [322] validation_0-mae:5612.06885 validation_1-mae:6243.26562 [323] validation_0-mae:5611.18066 validation_1-mae:6243.16406 [324] validation_0-mae:5608.56055 validation_1-mae:6243.02686 [325] validation_0-mae:5605.81934 validation_1-mae:6244.01709 [326] validation_0-mae:5603.93457 validation_1-mae:6242.90186 [327] validation_0-mae:5601.95117 validation_1-mae:6242.47363 [328] validation_0-mae:5599.34326 validation_1-mae:6240.02002 [329] validation_0-mae:5597.61816 validation_1-mae:6239.45361 [330] validation_0-mae:5596.67969 validation_1-mae:6239.71143 [331] validation_0-mae:5594.22510 validation_1-mae:6238.46045 [332] validation_0-mae:5593.84326 validation_1-mae:6238.00049 [333] validation_0-mae:5592.05029 validation_1-mae:6238.06152 [334] validation_0-mae:5589.32959 validation_1-mae:6237.76318 [335] validation_0-mae:5586.58447 validation_1-mae:6237.18164 [336] validation_0-mae:5585.19824 validation_1-mae:6237.05908 [337] validation_0-mae:5583.89307 validation_1-mae:6236.44043 [338] validation_0-mae:5579.77344 validation_1-mae:6235.09082 [339] validation_0-mae:5578.68848 validation_1-mae:6235.21143 [340] validation_0-mae:5577.52539 validation_1-mae:6234.93555 [341] validation_0-mae:5576.28320 validation_1-mae:6234.62549 [342] validation_0-mae:5575.17090 validation_1-mae:6233.71436 [343] validation_0-mae:5572.52734 validation_1-mae:6231.78711 [344] validation_0-mae:5567.56836 validation_1-mae:6228.95508 [345] validation_0-mae:5565.45752 validation_1-mae:6229.63086 [346] validation_0-mae:5563.94678 validation_1-mae:6229.71826 [347] validation_0-mae:5560.85400 validation_1-mae:6228.56885 [348] validation_0-mae:5556.77002 validation_1-mae:6226.22656 [349] validation_0-mae:5554.61182 validation_1-mae:6226.04980 [350] validation_0-mae:5553.04932 validation_1-mae:6225.34277 [351] validation_0-mae:5551.42822 validation_1-mae:6224.22314 [352] validation_0-mae:5549.16309 validation_1-mae:6223.12695 [353] validation_0-mae:5548.87061 validation_1-mae:6222.89014 [354] validation_0-mae:5547.59961 validation_1-mae:6222.25684 [355] validation_0-mae:5546.55566 validation_1-mae:6221.98779 [356] validation_0-mae:5543.72949 validation_1-mae:6220.89453 [357] validation_0-mae:5542.17285 validation_1-mae:6220.45703 [358] validation_0-mae:5540.55859 validation_1-mae:6219.59863 [359] validation_0-mae:5539.74023 validation_1-mae:6219.68164 [360] validation_0-mae:5538.39307 validation_1-mae:6219.49316 [361] validation_0-mae:5536.78711 validation_1-mae:6219.08154 [362] validation_0-mae:5532.66992 validation_1-mae:6218.29980 [363] validation_0-mae:5532.07373 validation_1-mae:6218.28027 [364] validation_0-mae:5531.25488 validation_1-mae:6218.89014 [365] validation_0-mae:5527.74561 validation_1-mae:6217.32568 [366] validation_0-mae:5522.49609 validation_1-mae:6215.27197 [367] validation_0-mae:5519.62793 validation_1-mae:6213.75488 [368] validation_0-mae:5515.32568 validation_1-mae:6211.74805 [369] validation_0-mae:5513.62402 validation_1-mae:6211.06738 [370] validation_0-mae:5510.89990 validation_1-mae:6211.35889 [371] validation_0-mae:5510.00732 validation_1-mae:6211.35498 [372] validation_0-mae:5509.30371 validation_1-mae:6210.76660 [373] validation_0-mae:5508.41309 validation_1-mae:6210.72266 [374] validation_0-mae:5507.63672 validation_1-mae:6210.73926 [375] validation_0-mae:5505.85986 validation_1-mae:6210.19141 [376] validation_0-mae:5503.49170 validation_1-mae:6210.16260 [377] validation_0-mae:5499.67285 validation_1-mae:6207.60938 [378] validation_0-mae:5498.80029 validation_1-mae:6207.68799 [379] validation_0-mae:5495.36084 validation_1-mae:6205.80078 [380] validation_0-mae:5492.87402 validation_1-mae:6205.15723 [381] validation_0-mae:5490.34766 validation_1-mae:6204.98877 [382] validation_0-mae:5489.11816 validation_1-mae:6205.00732 [383] validation_0-mae:5488.00098 validation_1-mae:6204.54980 [384] validation_0-mae:5486.94482 validation_1-mae:6204.58936 [385] validation_0-mae:5485.96387 validation_1-mae:6204.48389 [386] validation_0-mae:5483.21240 validation_1-mae:6203.82568 [387] validation_0-mae:5481.25732 validation_1-mae:6202.74121 [388] validation_0-mae:5476.82764 validation_1-mae:6200.50098 [389] validation_0-mae:5475.03809 validation_1-mae:6199.44873 [390] validation_0-mae:5471.94922 validation_1-mae:6196.71436 [391] validation_0-mae:5469.92822 validation_1-mae:6194.97705 [392] validation_0-mae:5468.92285 validation_1-mae:6194.59912 [393] validation_0-mae:5468.28418 validation_1-mae:6194.44092 [394] validation_0-mae:5466.18652 validation_1-mae:6192.80859 [395] validation_0-mae:5465.18701 validation_1-mae:6191.80811 [396] validation_0-mae:5464.68164 validation_1-mae:6191.87695 [397] validation_0-mae:5460.38770 validation_1-mae:6189.86230 [398] validation_0-mae:5459.28613 validation_1-mae:6189.84814 [399] validation_0-mae:5458.59473 validation_1-mae:6189.77148 [400] validation_0-mae:5458.09424 validation_1-mae:6189.75537 [401] validation_0-mae:5457.02246 validation_1-mae:6189.89111 [402] validation_0-mae:5454.27002 validation_1-mae:6188.68897 [403] validation_0-mae:5450.25391 validation_1-mae:6186.62305 [404] validation_0-mae:5448.07178 validation_1-mae:6186.60254 [405] validation_0-mae:5445.97852 validation_1-mae:6187.07080 [406] validation_0-mae:5444.80029 validation_1-mae:6186.42236 [407] validation_0-mae:5443.71875 validation_1-mae:6186.38867 [408] validation_0-mae:5441.19092 validation_1-mae:6186.41650 [409] validation_0-mae:5439.27930 validation_1-mae:6185.54883 [410] validation_0-mae:5437.43555 validation_1-mae:6184.64795 [411] validation_0-mae:5436.44775 validation_1-mae:6184.50195 [412] validation_0-mae:5434.28809 validation_1-mae:6183.92383 [413] validation_0-mae:5433.31006 validation_1-mae:6183.81201 [414] validation_0-mae:5432.70801 validation_1-mae:6183.49170 [415] validation_0-mae:5430.69873 validation_1-mae:6181.91260 [416] validation_0-mae:5427.68555 validation_1-mae:6181.51709 [417] validation_0-mae:5427.16455 validation_1-mae:6181.29004 [418] validation_0-mae:5425.21338 validation_1-mae:6181.33203 [419] validation_0-mae:5424.06201 validation_1-mae:6181.13330 [420] validation_0-mae:5422.55127 validation_1-mae:6180.97314 [421] validation_0-mae:5420.84424 validation_1-mae:6180.19580 [422] validation_0-mae:5417.73486 validation_1-mae:6178.47461 [423] validation_0-mae:5416.00537 validation_1-mae:6177.50928 [424] validation_0-mae:5414.82373 validation_1-mae:6177.00244 [425] validation_0-mae:5413.44043 validation_1-mae:6177.23047 [426] validation_0-mae:5411.55615 validation_1-mae:6176.90869 [427] validation_0-mae:5410.25977 validation_1-mae:6176.67871 [428] validation_0-mae:5408.04639 validation_1-mae:6175.75195 [429] validation_0-mae:5406.33008 validation_1-mae:6175.53955 [430] validation_0-mae:5404.61279 validation_1-mae:6175.44336 [431] validation_0-mae:5399.51221 validation_1-mae:6171.11084 [432] validation_0-mae:5399.36719 validation_1-mae:6171.08936 [433] validation_0-mae:5397.23486 validation_1-mae:6170.74170 [434] validation_0-mae:5393.59326 validation_1-mae:6168.56641 [435] validation_0-mae:5390.44678 validation_1-mae:6166.97217 [436] validation_0-mae:5388.71728 validation_1-mae:6167.52637 [437] validation_0-mae:5385.69287 validation_1-mae:6167.10547 [438] validation_0-mae:5384.57471 validation_1-mae:6167.50000 [439] validation_0-mae:5381.83545 validation_1-mae:6167.08154 [440] validation_0-mae:5376.39453 validation_1-mae:6164.84766 [441] validation_0-mae:5373.78076 validation_1-mae:6164.43311 [442] validation_0-mae:5371.17773 validation_1-mae:6164.57373 [443] validation_0-mae:5369.09033 validation_1-mae:6163.43506 [444] validation_0-mae:5367.85352 validation_1-mae:6163.88281 [445] validation_0-mae:5365.29785 validation_1-mae:6162.62598 [446] validation_0-mae:5362.25830 validation_1-mae:6161.72266 [447] validation_0-mae:5360.52051 validation_1-mae:6161.33887 [448] validation_0-mae:5359.09863 validation_1-mae:6161.38281 [449] validation_0-mae:5358.63428 validation_1-mae:6161.49219 [450] validation_0-mae:5357.86572 validation_1-mae:6161.39209 [451] validation_0-mae:5357.72607 validation_1-mae:6161.50537 [452] validation_0-mae:5356.06103 validation_1-mae:6161.07715 [453] validation_0-mae:5352.85596 validation_1-mae:6159.23340 [454] validation_0-mae:5351.74707 validation_1-mae:6159.02197 [455] validation_0-mae:5350.92090 validation_1-mae:6158.58252 [456] validation_0-mae:5348.84522 validation_1-mae:6158.22852 [457] validation_0-mae:5347.27832 validation_1-mae:6157.85889 [458] validation_0-mae:5346.61182 validation_1-mae:6157.54248 [459] validation_0-mae:5345.85498 validation_1-mae:6157.31103 [460] validation_0-mae:5343.66211 validation_1-mae:6156.46094 [461] validation_0-mae:5341.93945 validation_1-mae:6155.29932 [462] validation_0-mae:5341.00732 validation_1-mae:6154.74756 [463] validation_0-mae:5340.27978 validation_1-mae:6154.76221 [464] validation_0-mae:5338.98828 validation_1-mae:6154.59033 [465] validation_0-mae:5337.49463 validation_1-mae:6155.08057 [466] validation_0-mae:5337.06445 validation_1-mae:6154.81152 [467] validation_0-mae:5336.52148 validation_1-mae:6154.49658 [468] validation_0-mae:5335.09668 validation_1-mae:6154.65576 [469] validation_0-mae:5334.71973 validation_1-mae:6154.65918 [470] validation_0-mae:5333.92676 validation_1-mae:6154.74121 [471] validation_0-mae:5331.16650 validation_1-mae:6153.71924 [472] validation_0-mae:5329.08594 validation_1-mae:6153.59228 [473] validation_0-mae:5326.19873 validation_1-mae:6152.78223 [474] validation_0-mae:5324.02344 validation_1-mae:6151.44043 [475] validation_0-mae:5322.65186 validation_1-mae:6150.72900 [476] validation_0-mae:5319.91016 validation_1-mae:6150.45557 [477] validation_0-mae:5318.43506 validation_1-mae:6149.93506 [478] validation_0-mae:5318.08447 validation_1-mae:6149.73145 [479] validation_0-mae:5317.94629 validation_1-mae:6149.76416 [480] validation_0-mae:5315.59668 validation_1-mae:6149.11328 [481] validation_0-mae:5313.79736 validation_1-mae:6148.80078 [482] validation_0-mae:5311.36768 validation_1-mae:6149.11182 [483] validation_0-mae:5309.56152 validation_1-mae:6149.19434 [484] validation_0-mae:5306.36914 validation_1-mae:6148.45654 [485] validation_0-mae:5303.94385 validation_1-mae:6147.57422 [486] validation_0-mae:5302.04736 validation_1-mae:6147.47266 [487] validation_0-mae:5300.05029 validation_1-mae:6147.05615 [488] validation_0-mae:5298.75684 validation_1-mae:6147.10156 [489] validation_0-mae:5297.75000 validation_1-mae:6146.44580 [490] validation_0-mae:5296.08154 validation_1-mae:6146.50586 [491] validation_0-mae:5294.35742 validation_1-mae:6145.64844 [492] validation_0-mae:5294.14551 validation_1-mae:6145.53418 [493] validation_0-mae:5293.12695 validation_1-mae:6145.06006 [494] validation_0-mae:5292.08545 validation_1-mae:6145.29395 [495] validation_0-mae:5291.83105 validation_1-mae:6145.29541 [496] validation_0-mae:5290.84766 validation_1-mae:6145.25684 [497] validation_0-mae:5289.49609 validation_1-mae:6145.35449 [498] validation_0-mae:5287.60693 validation_1-mae:6144.64893 [499] validation_0-mae:5286.22949 validation_1-mae:6143.97510 [500] validation_0-mae:5283.80664 validation_1-mae:6143.07910 [501] validation_0-mae:5280.06787 validation_1-mae:6142.73389 [502] validation_0-mae:5277.59863 validation_1-mae:6141.61328 [503] validation_0-mae:5276.06787 validation_1-mae:6141.08691 [504] validation_0-mae:5275.19385 validation_1-mae:6140.99805 [505] validation_0-mae:5272.92578 validation_1-mae:6140.91504 [506] validation_0-mae:5271.32227 validation_1-mae:6140.72412 [507] validation_0-mae:5268.56152 validation_1-mae:6140.05322 [508] validation_0-mae:5266.76270 validation_1-mae:6139.78613 [509] validation_0-mae:5264.11035 validation_1-mae:6140.11963 [510] validation_0-mae:5263.35742 validation_1-mae:6140.00195 [511] validation_0-mae:5261.79297 validation_1-mae:6139.33789 [512] validation_0-mae:5259.67139 validation_1-mae:6138.39014 [513] validation_0-mae:5256.95703 validation_1-mae:6136.86426 [514] validation_0-mae:5255.53174 validation_1-mae:6136.75781 [515] validation_0-mae:5253.50732 validation_1-mae:6136.53027 [516] validation_0-mae:5248.74658 validation_1-mae:6135.22656 [517] validation_0-mae:5247.15527 validation_1-mae:6134.88818 [518] validation_0-mae:5245.40478 validation_1-mae:6135.04199 [519] validation_0-mae:5244.79395 validation_1-mae:6135.03125 [520] validation_0-mae:5242.93408 validation_1-mae:6135.95312 [521] validation_0-mae:5241.52832 validation_1-mae:6135.79053 [522] validation_0-mae:5239.86768 validation_1-mae:6136.06787 [523] validation_0-mae:5239.00537 validation_1-mae:6135.72070 [524] validation_0-mae:5238.53516 validation_1-mae:6135.62061 [525] validation_0-mae:5238.16602 validation_1-mae:6135.64844 [526] validation_0-mae:5236.85205 validation_1-mae:6134.83252 [527] validation_0-mae:5234.83594 validation_1-mae:6134.45557 [528] validation_0-mae:5231.87061 validation_1-mae:6133.12988 [529] validation_0-mae:5228.39795 validation_1-mae:6132.15234 [530] validation_0-mae:5228.03320 validation_1-mae:6131.98730 [531] validation_0-mae:5227.29346 validation_1-mae:6132.09326 [532] validation_0-mae:5226.54102 validation_1-mae:6131.85254 [533] validation_0-mae:5225.06103 validation_1-mae:6131.78760 [534] validation_0-mae:5222.35889 validation_1-mae:6130.40772 [535] validation_0-mae:5221.33350 validation_1-mae:6129.65723 [536] validation_0-mae:5220.11084 validation_1-mae:6130.10400 [537] validation_0-mae:5218.47656 validation_1-mae:6130.47070 [538] validation_0-mae:5217.26953 validation_1-mae:6129.82373 [539] validation_0-mae:5216.15869 validation_1-mae:6129.34082 [540] validation_0-mae:5214.11719 validation_1-mae:6128.87109 [541] validation_0-mae:5211.80273 validation_1-mae:6127.44873 [542] validation_0-mae:5211.26660 validation_1-mae:6127.71728 [543] validation_0-mae:5210.55420 validation_1-mae:6127.41699 [544] validation_0-mae:5209.27637 validation_1-mae:6127.57227 [545] validation_0-mae:5209.13623 validation_1-mae:6127.62695 [546] validation_0-mae:5206.37402 validation_1-mae:6127.58398 [547] validation_0-mae:5205.13916 validation_1-mae:6127.46240 [548] validation_0-mae:5203.38770 validation_1-mae:6127.29688 [549] validation_0-mae:5201.29150 validation_1-mae:6127.79639 [550] validation_0-mae:5199.17920 validation_1-mae:6126.35645 [551] validation_0-mae:5197.54443 validation_1-mae:6126.01465 [552] validation_0-mae:5195.99902 validation_1-mae:6125.46289 [553] validation_0-mae:5195.01074 validation_1-mae:6125.61230 [554] validation_0-mae:5193.88232 validation_1-mae:6125.14307 [555] validation_0-mae:5190.59082 validation_1-mae:6125.68652 [556] validation_0-mae:5188.86133 validation_1-mae:6125.60400 [557] validation_0-mae:5188.06250 validation_1-mae:6125.23486 [558] validation_0-mae:5187.83496 validation_1-mae:6125.28564 [559] validation_0-mae:5187.07227 validation_1-mae:6124.99902 [560] validation_0-mae:5186.14551 validation_1-mae:6124.61816 [561] validation_0-mae:5184.34326 validation_1-mae:6124.46045 [562] validation_0-mae:5181.95605 validation_1-mae:6124.43750 [563] validation_0-mae:5180.06689 validation_1-mae:6123.57178 [564] validation_0-mae:5176.93018 validation_1-mae:6121.67725 [565] validation_0-mae:5175.48779 validation_1-mae:6120.99316 [566] validation_0-mae:5173.80664 validation_1-mae:6121.34717 [567] validation_0-mae:5173.63574 validation_1-mae:6121.39795 [568] validation_0-mae:5171.51807 validation_1-mae:6120.91260 [569] validation_0-mae:5168.62256 validation_1-mae:6120.21631 [570] validation_0-mae:5165.23242 validation_1-mae:6119.59814 [571] validation_0-mae:5161.65186 validation_1-mae:6118.43018 [572] validation_0-mae:5160.26758 validation_1-mae:6118.77686 [573] validation_0-mae:5158.46631 validation_1-mae:6117.85352 [574] validation_0-mae:5157.26270 validation_1-mae:6117.75781 [575] validation_0-mae:5154.52539 validation_1-mae:6117.64941 [576] validation_0-mae:5152.87695 validation_1-mae:6117.49853 [577] validation_0-mae:5150.58789 validation_1-mae:6117.34082 [578] validation_0-mae:5149.18018 validation_1-mae:6117.45459 [579] validation_0-mae:5147.31397 validation_1-mae:6116.77441 [580] validation_0-mae:5145.54980 validation_1-mae:6117.05713 [581] validation_0-mae:5143.25586 validation_1-mae:6116.62598 [582] validation_0-mae:5142.24365 validation_1-mae:6116.00293 [583] validation_0-mae:5140.85254 validation_1-mae:6115.47314 [584] validation_0-mae:5139.74268 validation_1-mae:6115.46680 [585] validation_0-mae:5139.25195 validation_1-mae:6115.24658 [586] validation_0-mae:5138.65772 validation_1-mae:6114.33740 [587] validation_0-mae:5137.83838 validation_1-mae:6113.87939 [588] validation_0-mae:5135.81445 validation_1-mae:6113.80176 [589] validation_0-mae:5134.56006 validation_1-mae:6113.12012 [590] validation_0-mae:5130.65967 validation_1-mae:6111.31348 [591] validation_0-mae:5130.04297 validation_1-mae:6111.25391 [592] validation_0-mae:5127.70850 validation_1-mae:6110.71533 [593] validation_0-mae:5125.93897 validation_1-mae:6110.71094 [594] validation_0-mae:5122.68897 validation_1-mae:6107.60254 [595] validation_0-mae:5120.68555 validation_1-mae:6106.61377 [596] validation_0-mae:5117.61133 validation_1-mae:6104.89307 [597] validation_0-mae:5116.03711 validation_1-mae:6104.08350 [598] validation_0-mae:5114.96387 validation_1-mae:6103.88135 [599] validation_0-mae:5113.48828 validation_1-mae:6104.47607 [600] validation_0-mae:5112.53418 validation_1-mae:6104.69434 [601] validation_0-mae:5111.06055 validation_1-mae:6104.40723 [602] validation_0-mae:5107.53223 validation_1-mae:6102.37305 [603] validation_0-mae:5105.82959 validation_1-mae:6101.24902 [604] validation_0-mae:5104.69287 validation_1-mae:6101.48193 [605] validation_0-mae:5103.79541 validation_1-mae:6101.08105 [606] validation_0-mae:5101.08984 validation_1-mae:6100.10986 [607] validation_0-mae:5100.00391 validation_1-mae:6100.31006 [608] validation_0-mae:5097.03955 validation_1-mae:6100.60693 [609] validation_0-mae:5095.09668 validation_1-mae:6099.84619 [610] validation_0-mae:5092.04102 validation_1-mae:6098.80518 [611] validation_0-mae:5091.33740 validation_1-mae:6099.04541 [612] validation_0-mae:5091.26416 validation_1-mae:6099.07910 [613] validation_0-mae:5089.01611 validation_1-mae:6098.82617 [614] validation_0-mae:5088.02978 validation_1-mae:6098.37842 [615] validation_0-mae:5085.94141 validation_1-mae:6098.88916 [616] validation_0-mae:5085.13477 validation_1-mae:6098.86182 [617] validation_0-mae:5083.45654 validation_1-mae:6098.35742 [618] validation_0-mae:5082.28467 validation_1-mae:6098.41504 [619] validation_0-mae:5077.82227 validation_1-mae:6095.92041 [620] validation_0-mae:5077.70508 validation_1-mae:6096.02100 [621] validation_0-mae:5076.41162 validation_1-mae:6095.90430 [622] validation_0-mae:5075.05078 validation_1-mae:6095.94629 [623] validation_0-mae:5073.39404 validation_1-mae:6095.48584 [624] validation_0-mae:5072.71045 validation_1-mae:6095.64258 [625] validation_0-mae:5070.74463 validation_1-mae:6095.32910 [626] validation_0-mae:5068.94678 validation_1-mae:6094.42334 [627] validation_0-mae:5066.77100 validation_1-mae:6094.98877 [628] validation_0-mae:5065.17480 validation_1-mae:6094.38574 [629] validation_0-mae:5062.30078 validation_1-mae:6093.66748 [630] validation_0-mae:5061.16504 validation_1-mae:6093.68066 [631] validation_0-mae:5059.91309 validation_1-mae:6093.94824 [632] validation_0-mae:5057.94531 validation_1-mae:6093.60303 [633] validation_0-mae:5056.71240 validation_1-mae:6093.32861 [634] validation_0-mae:5054.70947 validation_1-mae:6092.61621 [635] validation_0-mae:5053.35156 validation_1-mae:6092.24951 [636] validation_0-mae:5052.52148 validation_1-mae:6092.42432 [637] validation_0-mae:5051.29883 validation_1-mae:6092.30811 [638] validation_0-mae:5049.27441 validation_1-mae:6092.01025 [639] validation_0-mae:5047.86816 validation_1-mae:6091.17188 [640] validation_0-mae:5044.68799 validation_1-mae:6089.82178 [641] validation_0-mae:5041.49902 validation_1-mae:6088.16943 [642] validation_0-mae:5039.14648 validation_1-mae:6087.71094 [643] validation_0-mae:5037.51611 validation_1-mae:6086.85742 [644] validation_0-mae:5036.49219 validation_1-mae:6086.88818 [645] validation_0-mae:5034.92432 validation_1-mae:6086.06543 [646] validation_0-mae:5033.38135 validation_1-mae:6085.25342 [647] validation_0-mae:5029.03857 validation_1-mae:6082.71680 [648] validation_0-mae:5026.75488 validation_1-mae:6082.81055 [649] validation_0-mae:5023.48096 validation_1-mae:6081.77148 [650] validation_0-mae:5021.82373 validation_1-mae:6081.66455 [651] validation_0-mae:5020.49365 validation_1-mae:6082.84131 [652] validation_0-mae:5020.02100 validation_1-mae:6083.17822 [653] validation_0-mae:5019.63818 validation_1-mae:6082.94141 [654] validation_0-mae:5018.31885 validation_1-mae:6082.54932 [655] validation_0-mae:5014.20557 validation_1-mae:6080.45508 [656] validation_0-mae:5011.64453 validation_1-mae:6080.67676 [657] validation_0-mae:5010.91553 validation_1-mae:6079.78418 [658] validation_0-mae:5009.96973 validation_1-mae:6079.04590 [659] validation_0-mae:5008.45654 validation_1-mae:6078.53662 [660] validation_0-mae:5007.99756 validation_1-mae:6078.54492 [661] validation_0-mae:5007.54150 validation_1-mae:6078.67578 [662] validation_0-mae:5006.12109 validation_1-mae:6078.39795 [663] validation_0-mae:5004.37353 validation_1-mae:6078.98584 [664] validation_0-mae:5004.08984 validation_1-mae:6079.16016 [665] validation_0-mae:5002.98389 validation_1-mae:6079.67822 [666] validation_0-mae:5001.37842 validation_1-mae:6079.03955 [667] validation_0-mae:4999.89209 validation_1-mae:6078.54736 [668] validation_0-mae:4998.84033 validation_1-mae:6078.11426 [669] validation_0-mae:4998.44434 validation_1-mae:6078.05322 [670] validation_0-mae:4994.99414 validation_1-mae:6077.45801 [671] validation_0-mae:4992.28955 validation_1-mae:6077.50635 [672] validation_0-mae:4990.12549 validation_1-mae:6077.18457 [673] validation_0-mae:4989.06152 validation_1-mae:6076.83887 [674] validation_0-mae:4987.36768 validation_1-mae:6076.30469 [675] validation_0-mae:4985.93945 validation_1-mae:6075.49365 [676] validation_0-mae:4984.40674 validation_1-mae:6074.73682 [677] validation_0-mae:4981.53125 validation_1-mae:6073.35352 [678] validation_0-mae:4980.65918 validation_1-mae:6073.72412 [679] validation_0-mae:4980.32324 validation_1-mae:6073.91797 [680] validation_0-mae:4978.99072 validation_1-mae:6073.33057 [681] validation_0-mae:4978.11621 validation_1-mae:6072.88574 [682] validation_0-mae:4976.17822 validation_1-mae:6072.81738 [683] validation_0-mae:4973.63574 validation_1-mae:6072.50244 [684] validation_0-mae:4972.69580 validation_1-mae:6072.90186 [685] validation_0-mae:4972.07617 validation_1-mae:6072.74658 [686] validation_0-mae:4971.01270 validation_1-mae:6072.25977 [687] validation_0-mae:4969.51562 validation_1-mae:6071.63135 [688] validation_0-mae:4968.33447 validation_1-mae:6071.92480 [689] validation_0-mae:4967.93555 validation_1-mae:6071.65967 [690] validation_0-mae:4967.58691 validation_1-mae:6071.54150 [691] validation_0-mae:4966.16797 validation_1-mae:6071.03369 [692] validation_0-mae:4964.63477 validation_1-mae:6070.95557 [693] validation_0-mae:4963.67529 validation_1-mae:6070.69775 [694] validation_0-mae:4961.92725 validation_1-mae:6069.82910 [695] validation_0-mae:4960.88379 validation_1-mae:6069.84522 [696] validation_0-mae:4960.21045 validation_1-mae:6069.62061 [697] validation_0-mae:4960.09668 validation_1-mae:6069.67627 [698] validation_0-mae:4959.22314 validation_1-mae:6069.47266 [699] validation_0-mae:4958.25684 validation_1-mae:6069.08887 [700] validation_0-mae:4956.87500 validation_1-mae:6068.82373 [701] validation_0-mae:4955.52441 validation_1-mae:6068.61963 [702] validation_0-mae:4953.87598 validation_1-mae:6068.60156 [703] validation_0-mae:4953.06299 validation_1-mae:6068.45361 [704] validation_0-mae:4952.58057 validation_1-mae:6068.56055 [705] validation_0-mae:4952.48096 validation_1-mae:6068.47803 [706] validation_0-mae:4951.06738 validation_1-mae:6068.90820 [707] validation_0-mae:4949.87647 validation_1-mae:6069.19482 [708] validation_0-mae:4948.67334 validation_1-mae:6068.93164 [709] validation_0-mae:4946.39648 validation_1-mae:6069.20947 [710] validation_0-mae:4945.30371 validation_1-mae:6068.62500 [711] validation_0-mae:4944.34473 validation_1-mae:6068.10938 [712] validation_0-mae:4943.49853 validation_1-mae:6068.06885 [713] validation_0-mae:4942.56494 validation_1-mae:6068.10693 [714] validation_0-mae:4941.45410 validation_1-mae:6067.58691 [715] validation_0-mae:4939.27881 validation_1-mae:6067.16699 [716] validation_0-mae:4937.54883 validation_1-mae:6066.64600 [717] validation_0-mae:4935.69287 validation_1-mae:6066.47656 [718] validation_0-mae:4935.28272 validation_1-mae:6066.44385 [719] validation_0-mae:4934.43506 validation_1-mae:6066.82227 [720] validation_0-mae:4933.71533 validation_1-mae:6066.81543 [721] validation_0-mae:4932.78613 validation_1-mae:6066.40186 [722] validation_0-mae:4931.51904 validation_1-mae:6066.54834 [723] validation_0-mae:4931.38232 validation_1-mae:6066.47217 [724] validation_0-mae:4929.44678 validation_1-mae:6067.27295 [725] validation_0-mae:4927.57178 validation_1-mae:6066.41553 [726] validation_0-mae:4926.47998 validation_1-mae:6066.18262 [727] validation_0-mae:4925.10254 validation_1-mae:6065.31592 [728] validation_0-mae:4924.40430 validation_1-mae:6065.51514 [729] validation_0-mae:4923.38037 validation_1-mae:6065.68555 [730] validation_0-mae:4920.65723 validation_1-mae:6065.09766 [731] validation_0-mae:4918.88672 validation_1-mae:6065.02832 [732] validation_0-mae:4917.92285 validation_1-mae:6064.77197 [733] validation_0-mae:4916.86133 validation_1-mae:6064.33643 [734] validation_0-mae:4916.51270 validation_1-mae:6064.09082 [735] validation_0-mae:4915.27197 validation_1-mae:6063.88330 [736] validation_0-mae:4914.49658 validation_1-mae:6064.16260 [737] validation_0-mae:4913.12695 validation_1-mae:6064.37647 [738] validation_0-mae:4910.89600 validation_1-mae:6064.15283 [739] validation_0-mae:4909.50439 validation_1-mae:6064.28564 [740] validation_0-mae:4907.90576 validation_1-mae:6064.38135 [741] validation_0-mae:4904.91992 validation_1-mae:6063.22363 [742] validation_0-mae:4903.80859 validation_1-mae:6062.69189 [743] validation_0-mae:4902.77393 validation_1-mae:6062.48877 [744] validation_0-mae:4901.68262 validation_1-mae:6062.07715 [745] validation_0-mae:4901.03662 validation_1-mae:6062.29639 [746] validation_0-mae:4900.96728 validation_1-mae:6062.35107 [747] validation_0-mae:4900.43750 validation_1-mae:6062.36377 [748] validation_0-mae:4899.67236 validation_1-mae:6062.41260 [749] validation_0-mae:4898.84961 validation_1-mae:6062.25195 [750] validation_0-mae:4896.58496 validation_1-mae:6061.69824 [751] validation_0-mae:4895.93359 validation_1-mae:6061.99316 [752] validation_0-mae:4894.99072 validation_1-mae:6062.03369 [753] validation_0-mae:4892.78760 validation_1-mae:6061.36182 [754] validation_0-mae:4891.72803 validation_1-mae:6060.77832 [755] validation_0-mae:4888.03760 validation_1-mae:6059.85547 [756] validation_0-mae:4886.35498 validation_1-mae:6059.37353 [757] validation_0-mae:4884.90967 validation_1-mae:6060.15918 [758] validation_0-mae:4882.10840 validation_1-mae:6060.41602 [759] validation_0-mae:4879.11035 validation_1-mae:6059.61523 [760] validation_0-mae:4877.18262 validation_1-mae:6059.71045 [761] validation_0-mae:4875.30762 validation_1-mae:6060.38281 [762] validation_0-mae:4872.57178 validation_1-mae:6060.23242 [763] validation_0-mae:4869.77295 validation_1-mae:6059.74072 [764] validation_0-mae:4868.98975 validation_1-mae:6059.68701 [765] validation_0-mae:4868.18311 validation_1-mae:6059.81836 [766] validation_0-mae:4866.43750 validation_1-mae:6059.31836 [767] validation_0-mae:4864.41016 validation_1-mae:6059.05469 [768] validation_0-mae:4863.47070 validation_1-mae:6058.32568 [769] validation_0-mae:4862.21240 validation_1-mae:6058.04150 [770] validation_0-mae:4861.38477 validation_1-mae:6057.58350 [771] validation_0-mae:4860.83398 validation_1-mae:6057.56250 [772] validation_0-mae:4858.04053 validation_1-mae:6056.25732 [773] validation_0-mae:4857.26758 validation_1-mae:6056.68701 [774] validation_0-mae:4856.64307 validation_1-mae:6056.60547 [775] validation_0-mae:4855.54834 validation_1-mae:6056.27197 [776] validation_0-mae:4855.34473 validation_1-mae:6056.46436 [777] validation_0-mae:4854.98193 validation_1-mae:6056.64697 [778] validation_0-mae:4853.41260 validation_1-mae:6055.97119 [779] validation_0-mae:4852.79590 validation_1-mae:6056.21924 [780] validation_0-mae:4851.44434 validation_1-mae:6056.34961 [781] validation_0-mae:4850.06738 validation_1-mae:6056.31348 [782] validation_0-mae:4849.07520 validation_1-mae:6055.94580 [783] validation_0-mae:4848.95752 validation_1-mae:6055.95410 [784] validation_0-mae:4847.62793 validation_1-mae:6055.78467 [785] validation_0-mae:4845.66602 validation_1-mae:6055.56641 [786] validation_0-mae:4845.13770 validation_1-mae:6055.56494 [787] validation_0-mae:4844.92432 validation_1-mae:6055.53711 [788] validation_0-mae:4842.50781 validation_1-mae:6053.71680 [789] validation_0-mae:4841.51904 validation_1-mae:6053.67969 [790] validation_0-mae:4840.60498 validation_1-mae:6053.10547 [791] validation_0-mae:4839.77295 validation_1-mae:6052.64795 [792] validation_0-mae:4838.95117 validation_1-mae:6052.51660 [793] validation_0-mae:4838.17529 validation_1-mae:6052.44971 [794] validation_0-mae:4837.10254 validation_1-mae:6052.00342 [795] validation_0-mae:4836.64844 validation_1-mae:6052.22266 [796] validation_0-mae:4836.45605 validation_1-mae:6052.40332 [797] validation_0-mae:4835.92578 validation_1-mae:6052.30078 [798] validation_0-mae:4835.34326 validation_1-mae:6052.50391 [799] validation_0-mae:4834.54541 validation_1-mae:6052.74951 [800] validation_0-mae:4834.00977 validation_1-mae:6052.92627 [801] validation_0-mae:4832.50439 validation_1-mae:6052.35596 [802] validation_0-mae:4829.91895 validation_1-mae:6051.77588 [803] validation_0-mae:4828.90332 validation_1-mae:6051.60498 [804] validation_0-mae:4828.28076 validation_1-mae:6052.02588 [805] validation_0-mae:4826.85059 validation_1-mae:6051.61914 [806] validation_0-mae:4825.98438 validation_1-mae:6051.37158 [807] validation_0-mae:4823.58203 validation_1-mae:6051.40869 [808] validation_0-mae:4821.85645 validation_1-mae:6050.87939 [809] validation_0-mae:4819.96436 validation_1-mae:6050.02734 [810] validation_0-mae:4817.86865 validation_1-mae:6048.74316 [811] validation_0-mae:4815.51855 validation_1-mae:6048.58789 [812] validation_0-mae:4814.56738 validation_1-mae:6047.92822 [813] validation_0-mae:4812.61621 validation_1-mae:6047.15576 [814] validation_0-mae:4811.40478 validation_1-mae:6046.46680 [815] validation_0-mae:4810.11475 validation_1-mae:6046.31445 [816] validation_0-mae:4809.92432 validation_1-mae:6046.21924 [817] validation_0-mae:4808.26904 validation_1-mae:6046.25147 [818] validation_0-mae:4807.54297 validation_1-mae:6046.40674 [819] validation_0-mae:4806.81836 validation_1-mae:6046.13721 [820] validation_0-mae:4805.44482 validation_1-mae:6046.74316 [821] validation_0-mae:4804.51904 validation_1-mae:6045.95312 [822] validation_0-mae:4803.76074 validation_1-mae:6045.81152 [823] validation_0-mae:4802.69678 validation_1-mae:6045.93311 [824] validation_0-mae:4801.16895 validation_1-mae:6045.01953 [825] validation_0-mae:4799.37207 validation_1-mae:6044.65186 [826] validation_0-mae:4797.98486 validation_1-mae:6043.77393 [827] validation_0-mae:4796.80713 validation_1-mae:6043.51758 [828] validation_0-mae:4795.55957 validation_1-mae:6042.97314 [829] validation_0-mae:4794.57715 validation_1-mae:6042.54883 [830] validation_0-mae:4792.99121 validation_1-mae:6043.00342 [831] validation_0-mae:4791.86328 validation_1-mae:6042.57373 [832] validation_0-mae:4791.21728 validation_1-mae:6042.20996 [833] validation_0-mae:4788.99072 validation_1-mae:6041.22363 [834] validation_0-mae:4787.64941 validation_1-mae:6041.71777 [835] validation_0-mae:4786.64941 validation_1-mae:6041.04883 [836] validation_0-mae:4785.20459 validation_1-mae:6040.62256 [837] validation_0-mae:4783.66162 validation_1-mae:6040.28711 [838] validation_0-mae:4781.53662 validation_1-mae:6040.62549 [839] validation_0-mae:4779.80615 validation_1-mae:6040.50000 [840] validation_0-mae:4778.86523 validation_1-mae:6040.39258 [841] validation_0-mae:4777.84766 validation_1-mae:6040.19873 [842] validation_0-mae:4776.74121 validation_1-mae:6040.17139 [843] validation_0-mae:4775.58887 validation_1-mae:6039.65527 [844] validation_0-mae:4774.68897 validation_1-mae:6039.65381 [845] validation_0-mae:4773.33301 validation_1-mae:6039.16211 [846] validation_0-mae:4772.32666 validation_1-mae:6039.41992 [847] validation_0-mae:4770.73877 validation_1-mae:6039.77393 [848] validation_0-mae:4770.22510 validation_1-mae:6039.57715 [849] validation_0-mae:4769.39453 validation_1-mae:6040.08301 [850] validation_0-mae:4767.47510 validation_1-mae:6039.58252 [851] validation_0-mae:4766.28857 validation_1-mae:6039.18701 [852] validation_0-mae:4764.06934 validation_1-mae:6038.75195 [853] validation_0-mae:4762.96143 validation_1-mae:6038.69238 [854] validation_0-mae:4762.02881 validation_1-mae:6038.52344 [855] validation_0-mae:4761.70166 validation_1-mae:6038.69141 [856] validation_0-mae:4760.83936 validation_1-mae:6039.15088 [857] validation_0-mae:4758.98486 validation_1-mae:6038.20264 [858] validation_0-mae:4758.04102 validation_1-mae:6038.02539 [859] validation_0-mae:4756.61865 validation_1-mae:6037.52783 [860] validation_0-mae:4755.16309 validation_1-mae:6036.87939 [861] validation_0-mae:4753.53467 validation_1-mae:6036.26758 [862] validation_0-mae:4752.66797 validation_1-mae:6036.36279 [863] validation_0-mae:4752.52832 validation_1-mae:6036.39453 [864] validation_0-mae:4751.21631 validation_1-mae:6036.28613 [865] validation_0-mae:4750.13525 validation_1-mae:6035.93945 [866] validation_0-mae:4748.51221 validation_1-mae:6035.37744 [867] validation_0-mae:4746.50098 validation_1-mae:6035.63867 [868] validation_0-mae:4745.35742 validation_1-mae:6035.54688 [869] validation_0-mae:4744.27978 validation_1-mae:6035.52637 [870] validation_0-mae:4743.45508 validation_1-mae:6034.65283 [871] validation_0-mae:4741.99219 validation_1-mae:6034.97949 [872] validation_0-mae:4738.91357 validation_1-mae:6033.20654 [873] validation_0-mae:4737.92822 validation_1-mae:6032.92627 [874] validation_0-mae:4737.12744 validation_1-mae:6032.98730 [875] validation_0-mae:4736.60059 validation_1-mae:6033.24609 [876] validation_0-mae:4736.36426 validation_1-mae:6033.29346 [877] validation_0-mae:4735.49023 validation_1-mae:6033.67822 [878] validation_0-mae:4734.90918 validation_1-mae:6033.52002 [879] validation_0-mae:4733.98584 validation_1-mae:6034.09131 [880] validation_0-mae:4732.91357 validation_1-mae:6034.68897 [881] validation_0-mae:4730.68652 validation_1-mae:6034.28564 [882] validation_0-mae:4729.85986 validation_1-mae:6034.29248 [883] validation_0-mae:4728.28809 validation_1-mae:6034.54297 [884] validation_0-mae:4727.15625 validation_1-mae:6033.91846 [885] validation_0-mae:4726.05615 validation_1-mae:6033.67432 [886] validation_0-mae:4724.55176 validation_1-mae:6033.47461 [887] validation_0-mae:4723.66211 validation_1-mae:6033.29688 [888] validation_0-mae:4722.48340 validation_1-mae:6032.42578 [889] validation_0-mae:4720.95703 validation_1-mae:6031.67383 [890] validation_0-mae:4720.09668 validation_1-mae:6031.80469 [891] validation_0-mae:4719.69727 validation_1-mae:6031.69922 [892] validation_0-mae:4719.10889 validation_1-mae:6031.13086 [893] validation_0-mae:4717.78711 validation_1-mae:6030.73193 [894] validation_0-mae:4716.08838 validation_1-mae:6031.53955 [895] validation_0-mae:4714.84961 validation_1-mae:6031.57764 [896] validation_0-mae:4714.00147 validation_1-mae:6031.27539 [897] validation_0-mae:4712.87012 validation_1-mae:6030.65332 [898] validation_0-mae:4710.77393 validation_1-mae:6030.12353 [899] validation_0-mae:4709.91016 validation_1-mae:6029.99902 [900] validation_0-mae:4709.20508 validation_1-mae:6029.41357 [901] validation_0-mae:4708.74512 validation_1-mae:6029.28955 [902] validation_0-mae:4706.91992 validation_1-mae:6028.52588 [903] validation_0-mae:4705.32178 validation_1-mae:6028.49512 [904] validation_0-mae:4704.45117 validation_1-mae:6028.66748 [905] validation_0-mae:4703.74609 validation_1-mae:6029.10938 [906] validation_0-mae:4701.36230 validation_1-mae:6028.29932 [907] validation_0-mae:4699.21338 validation_1-mae:6028.29932 [908] validation_0-mae:4697.71436 validation_1-mae:6028.62207 [909] validation_0-mae:4696.51904 validation_1-mae:6028.19678 [910] validation_0-mae:4695.28418 validation_1-mae:6027.06836 [911] validation_0-mae:4693.62647 validation_1-mae:6027.18506 [912] validation_0-mae:4691.92236 validation_1-mae:6026.96973 [913] validation_0-mae:4690.50342 validation_1-mae:6026.49512 [914] validation_0-mae:4688.64258 validation_1-mae:6027.11279 [915] validation_0-mae:4687.80078 validation_1-mae:6026.67480 [916] validation_0-mae:4687.12256 validation_1-mae:6026.47510 [917] validation_0-mae:4686.38330 validation_1-mae:6026.29199 [918] validation_0-mae:4685.86230 validation_1-mae:6025.90137 [919] validation_0-mae:4684.03174 validation_1-mae:6025.35645 [920] validation_0-mae:4683.19434 validation_1-mae:6025.48340 [921] validation_0-mae:4682.34473 validation_1-mae:6025.47607 [922] validation_0-mae:4681.27441 validation_1-mae:6026.08740 [923] validation_0-mae:4680.24902 validation_1-mae:6026.51709 [924] validation_0-mae:4678.85205 validation_1-mae:6026.31885 [925] validation_0-mae:4678.05518 validation_1-mae:6026.29785 [926] validation_0-mae:4676.76758 validation_1-mae:6026.13232 [927] validation_0-mae:4675.10840 validation_1-mae:6026.06641 [928] validation_0-mae:4674.87695 validation_1-mae:6026.25879 [929] validation_0-mae:4673.39502 validation_1-mae:6026.38037 [930] validation_0-mae:4672.57666 validation_1-mae:6026.30225 [931] validation_0-mae:4671.72022 validation_1-mae:6026.00488 [932] validation_0-mae:4670.66504 validation_1-mae:6025.30469 [933] validation_0-mae:4669.72754 validation_1-mae:6024.73389 [934] validation_0-mae:4668.08643 validation_1-mae:6024.84424 [935] validation_0-mae:4666.41846 validation_1-mae:6024.42188 [936] validation_0-mae:4665.61963 validation_1-mae:6024.29590 [937] validation_0-mae:4664.75830 validation_1-mae:6024.22949 [938] validation_0-mae:4663.30762 validation_1-mae:6023.91699 [939] validation_0-mae:4661.65772 validation_1-mae:6022.93359 [940] validation_0-mae:4660.91162 validation_1-mae:6022.77295 [941] validation_0-mae:4659.35449 validation_1-mae:6022.31494 [942] validation_0-mae:4658.49316 validation_1-mae:6022.49219 [943] validation_0-mae:4656.99121 validation_1-mae:6022.30420 [944] validation_0-mae:4656.04199 validation_1-mae:6022.05029 [945] validation_0-mae:4655.04834 validation_1-mae:6022.62988 [946] validation_0-mae:4653.97363 validation_1-mae:6022.81982 [947] validation_0-mae:4652.18164 validation_1-mae:6022.67773 [948] validation_0-mae:4650.36475 validation_1-mae:6023.01562 [949] validation_0-mae:4648.89990 validation_1-mae:6022.62451 [950] validation_0-mae:4647.38232 validation_1-mae:6022.29590 [951] validation_0-mae:4646.74805 validation_1-mae:6022.24609 [952] validation_0-mae:4643.88672 validation_1-mae:6020.87549 [953] validation_0-mae:4642.64307 validation_1-mae:6020.22949 [954] validation_0-mae:4641.12207 validation_1-mae:6021.15869 [955] validation_0-mae:4640.30713 validation_1-mae:6021.33545 [956] validation_0-mae:4639.12353 validation_1-mae:6021.18994 [957] validation_0-mae:4638.25439 validation_1-mae:6020.61572 [958] validation_0-mae:4636.84766 validation_1-mae:6021.47559 [959] validation_0-mae:4635.69043 validation_1-mae:6021.18555 [960] validation_0-mae:4634.64648 validation_1-mae:6021.14941 [961] validation_0-mae:4631.89551 validation_1-mae:6020.37647 [962] validation_0-mae:4630.58105 validation_1-mae:6020.57129 [963] validation_0-mae:4629.87256 validation_1-mae:6020.44775 [964] validation_0-mae:4628.09180 validation_1-mae:6019.63721 [965] validation_0-mae:4627.30859 validation_1-mae:6019.59619 [966] validation_0-mae:4626.65088 validation_1-mae:6019.62500 [967] validation_0-mae:4625.35498 validation_1-mae:6019.39551 [968] validation_0-mae:4624.09375 validation_1-mae:6019.56641 [969] validation_0-mae:4622.91211 validation_1-mae:6019.26172 [970] validation_0-mae:4622.18897 validation_1-mae:6019.24121 [971] validation_0-mae:4621.09570 validation_1-mae:6019.24707 [972] validation_0-mae:4620.93359 validation_1-mae:6019.22363 [973] validation_0-mae:4620.46631 validation_1-mae:6019.18457 [974] validation_0-mae:4620.10205 validation_1-mae:6019.20654 [975] validation_0-mae:4618.61768 validation_1-mae:6019.93018 [976] validation_0-mae:4617.99170 validation_1-mae:6019.84570 [977] validation_0-mae:4617.95752 validation_1-mae:6019.93164 [978] validation_0-mae:4616.85547 validation_1-mae:6019.76465 [979] validation_0-mae:4615.60889 validation_1-mae:6019.90723 [980] validation_0-mae:4613.66113 validation_1-mae:6019.04688 [981] validation_0-mae:4612.00781 validation_1-mae:6019.20752 [982] validation_0-mae:4610.55859 validation_1-mae:6019.32031 [983] validation_0-mae:4610.10156 validation_1-mae:6019.43213 [984] validation_0-mae:4609.42383 validation_1-mae:6019.19922 [985] validation_0-mae:4608.79590 validation_1-mae:6019.25049 [986] validation_0-mae:4608.12256 validation_1-mae:6019.35010 [987] validation_0-mae:4606.09570 validation_1-mae:6018.76660 [988] validation_0-mae:4604.30664 validation_1-mae:6018.88916 [989] validation_0-mae:4601.83936 validation_1-mae:6018.28857 [990] validation_0-mae:4600.49561 validation_1-mae:6018.41260 [991] validation_0-mae:4600.31201 validation_1-mae:6018.18750 [992] validation_0-mae:4599.02832 validation_1-mae:6017.74463 [993] validation_0-mae:4597.79932 validation_1-mae:6017.57861 [994] validation_0-mae:4597.26807 validation_1-mae:6017.55713 [995] validation_0-mae:4596.68555 validation_1-mae:6017.64600 [996] validation_0-mae:4595.76758 validation_1-mae:6017.72656 [997] validation_0-mae:4595.42334 validation_1-mae:6017.66992 [998] validation_0-mae:4593.75830 validation_1-mae:6017.66846 [999] validation_0-mae:4593.52637 validation_1-mae:6017.83789 [1000] validation_0-mae:4591.93848 validation_1-mae:6017.09131 [1001] validation_0-mae:4591.40918 validation_1-mae:6017.27148 [1002] validation_0-mae:4590.98682 validation_1-mae:6017.34277 [1003] validation_0-mae:4590.04199 validation_1-mae:6017.18408 [1004] validation_0-mae:4589.86475 validation_1-mae:6017.04639 [1005] validation_0-mae:4589.02393 validation_1-mae:6017.00391 [1006] validation_0-mae:4587.39062 validation_1-mae:6017.15332 [1007] validation_0-mae:4587.22900 validation_1-mae:6017.14600 [1008] validation_0-mae:4586.52637 validation_1-mae:6017.35840 [1009] validation_0-mae:4586.29004 validation_1-mae:6017.27148 [1010] validation_0-mae:4584.73779 validation_1-mae:6016.77051 [1011] validation_0-mae:4584.59766 validation_1-mae:6016.71387 [1012] validation_0-mae:4583.48291 validation_1-mae:6016.45020 [1013] validation_0-mae:4581.79199 validation_1-mae:6016.39404 [1014] validation_0-mae:4581.23730 validation_1-mae:6016.48975 [1015] validation_0-mae:4579.28076 validation_1-mae:6016.34766 [1016] validation_0-mae:4579.24463 validation_1-mae:6016.41162 [1017] validation_0-mae:4577.70166 validation_1-mae:6015.31738 [1018] validation_0-mae:4576.35889 validation_1-mae:6015.71484 [1019] validation_0-mae:4574.34033 validation_1-mae:6015.43359 [1020] validation_0-mae:4572.74268 validation_1-mae:6014.70410 [1021] validation_0-mae:4571.73242 validation_1-mae:6014.63232 [1022] validation_0-mae:4570.77295 validation_1-mae:6014.66943 [1023] validation_0-mae:4569.73535 validation_1-mae:6015.07031 [1024] validation_0-mae:4568.60840 validation_1-mae:6015.26904 [1025] validation_0-mae:4566.92676 validation_1-mae:6015.41260 [1026] validation_0-mae:4565.72754 validation_1-mae:6015.58496 [1027] validation_0-mae:4565.08252 validation_1-mae:6015.37109 [1028] validation_0-mae:4562.77344 validation_1-mae:6015.85986 [1029] validation_0-mae:4562.44580 validation_1-mae:6016.00147 [1030] validation_0-mae:4561.36475 validation_1-mae:6015.98389 [1031] validation_0-mae:4560.29150 validation_1-mae:6015.93115 [1032] validation_0-mae:4557.85547 validation_1-mae:6015.60156 [1033] validation_0-mae:4556.72754 validation_1-mae:6015.61914 [1034] validation_0-mae:4555.78320 validation_1-mae:6014.88574 [1035] validation_0-mae:4554.17090 validation_1-mae:6014.31787 [1036] validation_0-mae:4552.42334 validation_1-mae:6013.86719 [1037] validation_0-mae:4551.98682 validation_1-mae:6013.68994 [1038] validation_0-mae:4551.21240 validation_1-mae:6013.49219 [1039] validation_0-mae:4550.36572 validation_1-mae:6013.71484 [1040] validation_0-mae:4548.96143 validation_1-mae:6013.79639 [1041] validation_0-mae:4546.58154 validation_1-mae:6013.99316 [1042] validation_0-mae:4545.23096 validation_1-mae:6014.08154 [1043] validation_0-mae:4544.63086 validation_1-mae:6014.12353 [1044] validation_0-mae:4543.55322 validation_1-mae:6014.48193 [1045] validation_0-mae:4542.52148 validation_1-mae:6014.51123 [1046] validation_0-mae:4541.26758 validation_1-mae:6015.21045 [1047] validation_0-mae:4540.50781 validation_1-mae:6015.28857 [1048] validation_0-mae:4538.62500 validation_1-mae:6015.36963 [1049] validation_0-mae:4537.72998 validation_1-mae:6015.31738 [1050] validation_0-mae:4536.87012 validation_1-mae:6015.17871 [1051] validation_0-mae:4536.19971 validation_1-mae:6015.09326 [1052] validation_0-mae:4535.62402 validation_1-mae:6015.16992 [1053] validation_0-mae:4534.90772 validation_1-mae:6014.93018 [1054] validation_0-mae:4533.22022 validation_1-mae:6014.70508 [1055] validation_0-mae:4532.24316 validation_1-mae:6014.39355 [1056] validation_0-mae:4531.68799 validation_1-mae:6014.27783 [1057] validation_0-mae:4529.51807 validation_1-mae:6014.44385 [1058] validation_0-mae:4527.74023 validation_1-mae:6013.59717 [1059] validation_0-mae:4525.91797 validation_1-mae:6013.26221 [1060] validation_0-mae:4524.25342 validation_1-mae:6012.68213 [1061] validation_0-mae:4523.46973 validation_1-mae:6012.79883 [1062] validation_0-mae:4522.72998 validation_1-mae:6013.06689 [1063] validation_0-mae:4522.15186 validation_1-mae:6012.86670 [1064] validation_0-mae:4521.24658 validation_1-mae:6012.94922 [1065] validation_0-mae:4520.36279 validation_1-mae:6013.36328 [1066] validation_0-mae:4519.50781 validation_1-mae:6013.49316 [1067] validation_0-mae:4518.43555 validation_1-mae:6013.60107 [1068] validation_0-mae:4517.97656 validation_1-mae:6013.48438 [1069] validation_0-mae:4517.13428 validation_1-mae:6013.87061 [1070] validation_0-mae:4515.92432 validation_1-mae:6014.58984 [1071] validation_0-mae:4515.33301 validation_1-mae:6014.76562 [1072] validation_0-mae:4514.94531 validation_1-mae:6014.99707 [1073] validation_0-mae:4513.73877 validation_1-mae:6015.44873 [1074] validation_0-mae:4512.51709 validation_1-mae:6014.94092 [1075] validation_0-mae:4510.76221 validation_1-mae:6014.93701 [1076] validation_0-mae:4509.80225 validation_1-mae:6015.23779 [1077] validation_0-mae:4509.76953 validation_1-mae:6015.24902 [1078] validation_0-mae:4508.79736 validation_1-mae:6014.89453 [1079] validation_0-mae:4507.96094 validation_1-mae:6015.21826 [1080] validation_0-mae:4505.68799 validation_1-mae:6014.13965 [1081] validation_0-mae:4503.65186 validation_1-mae:6013.11523 [1082] validation_0-mae:4502.34814 validation_1-mae:6013.85742 [1083] validation_0-mae:4500.50098 validation_1-mae:6012.99072 [1084] validation_0-mae:4498.78174 validation_1-mae:6013.14600 [1085] validation_0-mae:4497.70459 validation_1-mae:6012.84326 [1086] validation_0-mae:4495.66699 validation_1-mae:6012.31445 [1087] validation_0-mae:4494.54199 validation_1-mae:6011.57959 [1088] validation_0-mae:4493.24170 validation_1-mae:6011.92090 [1089] validation_0-mae:4491.63135 validation_1-mae:6011.91553 [1090] validation_0-mae:4490.50000 validation_1-mae:6012.23730 [1091] validation_0-mae:4489.17920 validation_1-mae:6012.19922 [1092] validation_0-mae:4487.31934 validation_1-mae:6012.26709 [1093] validation_0-mae:4485.67139 validation_1-mae:6013.15869 [1094] validation_0-mae:4483.94531 validation_1-mae:6013.07910 [1095] validation_0-mae:4483.30518 validation_1-mae:6013.16113 [1096] validation_0-mae:4482.63721 validation_1-mae:6013.17090 [1097] validation_0-mae:4481.98779 validation_1-mae:6012.96289 [1098] validation_0-mae:4481.38672 validation_1-mae:6012.64502 [1099] validation_0-mae:4480.60547 validation_1-mae:6012.31152 [1100] validation_0-mae:4480.44043 validation_1-mae:6012.31103 [1101] validation_0-mae:4480.20752 validation_1-mae:6012.27002 [1102] validation_0-mae:4478.83057 validation_1-mae:6012.66846 [1103] validation_0-mae:4477.88867 validation_1-mae:6012.63525 [1104] validation_0-mae:4475.68457 validation_1-mae:6011.92480 [1105] validation_0-mae:4474.28467 validation_1-mae:6011.76123 [1106] validation_0-mae:4472.93848 validation_1-mae:6011.09863 [1107] validation_0-mae:4472.17676 validation_1-mae:6010.90088 [1108] validation_0-mae:4471.40332 validation_1-mae:6010.91553 [1109] validation_0-mae:4470.19922 validation_1-mae:6011.25195 [1110] validation_0-mae:4469.56494 validation_1-mae:6011.22070 [1111] validation_0-mae:4468.94287 validation_1-mae:6011.11914 [1112] validation_0-mae:4467.92041 validation_1-mae:6011.52441 [1113] validation_0-mae:4466.98730 validation_1-mae:6012.15039 [1114] validation_0-mae:4466.30127 validation_1-mae:6012.20410 [1115] validation_0-mae:4465.71387 validation_1-mae:6012.15576 [1116] validation_0-mae:4465.07812 validation_1-mae:6012.52295 [1117] validation_0-mae:4464.61621 validation_1-mae:6012.79004 [1118] validation_0-mae:4463.41357 validation_1-mae:6012.88135 [1119] validation_0-mae:4462.63330 validation_1-mae:6013.17480 [1120] validation_0-mae:4461.64355 validation_1-mae:6013.07910 [1121] validation_0-mae:4459.93945 validation_1-mae:6013.40967 [1122] validation_0-mae:4459.30518 validation_1-mae:6013.55420 [1123] validation_0-mae:4458.60596 validation_1-mae:6013.41357 [1124] validation_0-mae:4457.85352 validation_1-mae:6013.16895 [1125] validation_0-mae:4456.84228 validation_1-mae:6012.91455 [1126] validation_0-mae:4456.21484 validation_1-mae:6012.34522 [1127] validation_0-mae:4455.28467 validation_1-mae:6011.97266 [1128] validation_0-mae:4455.05957 validation_1-mae:6011.87793 [1129] validation_0-mae:4454.56348 validation_1-mae:6011.69092 [1130] validation_0-mae:4454.09326 validation_1-mae:6011.71924 [1131] validation_0-mae:4452.82715 validation_1-mae:6011.63770 [1132] validation_0-mae:4451.98535 validation_1-mae:6011.65234 [1133] validation_0-mae:4451.34961 validation_1-mae:6011.39014 [1134] validation_0-mae:4451.20312 validation_1-mae:6011.41260 [1135] validation_0-mae:4450.85156 validation_1-mae:6011.58887 [1136] validation_0-mae:4450.16846 validation_1-mae:6011.53760 [1137] validation_0-mae:4448.98438 validation_1-mae:6011.20654 [1138] validation_0-mae:4448.28174 validation_1-mae:6011.24707 [1139] validation_0-mae:4447.58350 validation_1-mae:6010.65723 [1140] validation_0-mae:4446.73389 validation_1-mae:6010.80225 [1141] validation_0-mae:4444.84814 validation_1-mae:6010.59717 [1142] validation_0-mae:4444.50879 validation_1-mae:6010.61475 [1143] validation_0-mae:4443.19092 validation_1-mae:6009.73242 [1144] validation_0-mae:4441.22168 validation_1-mae:6008.93311 [1145] validation_0-mae:4440.25195 validation_1-mae:6008.79395 [1146] validation_0-mae:4439.68750 validation_1-mae:6008.97900 [1147] validation_0-mae:4438.03467 validation_1-mae:6008.46484 [1148] validation_0-mae:4437.14209 validation_1-mae:6008.39795 [1149] validation_0-mae:4436.34522 validation_1-mae:6008.59131 [1150] validation_0-mae:4435.87744 validation_1-mae:6008.57861 [1151] validation_0-mae:4434.90137 validation_1-mae:6008.36914 [1152] validation_0-mae:4433.63379 validation_1-mae:6008.00439 [1153] validation_0-mae:4432.75488 validation_1-mae:6007.64404 [1154] validation_0-mae:4432.06250 validation_1-mae:6007.76416 [1155] validation_0-mae:4431.24072 validation_1-mae:6007.68848 [1156] validation_0-mae:4429.92920 validation_1-mae:6007.19043 [1157] validation_0-mae:4429.39697 validation_1-mae:6007.19873 [1158] validation_0-mae:4429.23389 validation_1-mae:6007.35352 [1159] validation_0-mae:4428.26123 validation_1-mae:6007.42090 [1160] validation_0-mae:4427.30273 validation_1-mae:6006.87793 [1161] validation_0-mae:4426.22607 validation_1-mae:6006.86523 [1162] validation_0-mae:4425.67676 validation_1-mae:6006.96875 [1163] validation_0-mae:4425.28027 validation_1-mae:6006.94727 [1164] validation_0-mae:4424.51807 validation_1-mae:6007.22022 [1165] validation_0-mae:4423.79150 validation_1-mae:6007.53516 [1166] validation_0-mae:4423.17188 validation_1-mae:6007.37305 [1167] validation_0-mae:4421.92041 validation_1-mae:6007.32178 [1168] validation_0-mae:4421.42383 validation_1-mae:6007.00732 [1169] validation_0-mae:4420.72754 validation_1-mae:6007.02295 [1170] validation_0-mae:4419.61914 validation_1-mae:6006.66260 [1171] validation_0-mae:4418.92090 validation_1-mae:6006.40430 [1172] validation_0-mae:4417.42383 validation_1-mae:6006.17773 [1173] validation_0-mae:4416.28320 validation_1-mae:6005.83008 [1174] validation_0-mae:4414.89209 validation_1-mae:6005.42383 [1175] validation_0-mae:4414.33105 validation_1-mae:6005.55811 [1176] validation_0-mae:4412.66602 validation_1-mae:6005.30029 [1177] validation_0-mae:4411.60596 validation_1-mae:6005.25732 [1178] validation_0-mae:4410.95752 validation_1-mae:6004.71191 [1179] validation_0-mae:4410.39307 validation_1-mae:6004.48584 [1180] validation_0-mae:4409.68213 validation_1-mae:6004.50244 [1181] validation_0-mae:4409.56787 validation_1-mae:6004.51221 [1182] validation_0-mae:4408.59717 validation_1-mae:6004.13623 [1183] validation_0-mae:4407.48877 validation_1-mae:6003.20654 [1184] validation_0-mae:4406.45850 validation_1-mae:6003.20752 [1185] validation_0-mae:4404.49853 validation_1-mae:6002.97070 [1186] validation_0-mae:4403.32422 validation_1-mae:6002.96582 [1187] validation_0-mae:4402.18994 validation_1-mae:6002.64014 [1188] validation_0-mae:4401.32861 validation_1-mae:6002.40625 [1189] validation_0-mae:4399.04834 validation_1-mae:6002.55615 [1190] validation_0-mae:4397.68701 validation_1-mae:6002.66846 [1191] validation_0-mae:4396.68555 validation_1-mae:6003.01709 [1192] validation_0-mae:4395.95117 validation_1-mae:6003.53906 [1193] validation_0-mae:4394.55225 validation_1-mae:6003.16553 [1194] validation_0-mae:4393.78418 validation_1-mae:6003.29199 [1195] validation_0-mae:4392.66309 validation_1-mae:6003.43164 [1196] validation_0-mae:4391.55469 validation_1-mae:6003.66162 [1197] validation_0-mae:4391.02002 validation_1-mae:6003.90723 [1198] validation_0-mae:4390.45508 validation_1-mae:6003.87598 [1199] validation_0-mae:4389.87695 validation_1-mae:6004.00586 [1200] validation_0-mae:4388.75488 validation_1-mae:6003.76270 [1201] validation_0-mae:4387.45410 validation_1-mae:6003.49561 [1202] validation_0-mae:4387.28613 validation_1-mae:6003.63184 [1203] validation_0-mae:4386.92920 validation_1-mae:6003.76660 [1204] validation_0-mae:4385.80566 validation_1-mae:6003.46289 [1205] validation_0-mae:4384.11523 validation_1-mae:6003.44678 [1206] validation_0-mae:4383.12891 validation_1-mae:6003.94092 [1207] validation_0-mae:4382.30615 validation_1-mae:6003.61670 [1208] validation_0-mae:4381.57617 validation_1-mae:6003.39697 [1209] validation_0-mae:4380.95020 validation_1-mae:6003.55322 [1210] validation_0-mae:4380.41699 validation_1-mae:6004.28955 [1211] validation_0-mae:4378.70654 validation_1-mae:6004.09375 [1212] validation_0-mae:4377.94043 validation_1-mae:6004.32031 [1213] validation_0-mae:4375.72168 validation_1-mae:6004.70459 [1214] validation_0-mae:4375.06006 validation_1-mae:6004.72852 [1215] validation_0-mae:4373.99414 validation_1-mae:6004.57324 [1216] validation_0-mae:4373.89062 validation_1-mae:6004.62744 [1217] validation_0-mae:4372.86279 validation_1-mae:6004.86230 [1218] validation_0-mae:4372.13477 validation_1-mae:6004.77637 [1219] validation_0-mae:4371.04199 validation_1-mae:6004.40723 [1220] validation_0-mae:4369.74561 validation_1-mae:6004.07910 [1221] validation_0-mae:4369.04004 validation_1-mae:6004.19580 [1222] validation_0-mae:4368.07227 validation_1-mae:6004.12793 [1223] validation_0-mae:4366.77686 validation_1-mae:6004.17529 [1224] validation_0-mae:4366.10205 validation_1-mae:6004.08203 [1225] validation_0-mae:4365.26416 validation_1-mae:6003.67480 [1226] validation_0-mae:4364.45654 validation_1-mae:6003.66162 [1227] validation_0-mae:4363.95801 validation_1-mae:6003.64844 [1228] validation_0-mae:4363.08252 validation_1-mae:6003.91602 [1229] validation_0-mae:4362.45605 validation_1-mae:6003.76465 [1230] validation_0-mae:4361.09131 validation_1-mae:6003.94141 [1231] validation_0-mae:4359.81885 validation_1-mae:6004.20605 [1232] validation_0-mae:4358.69922 validation_1-mae:6004.35303 [1233] validation_0-mae:4357.49463 validation_1-mae:6004.00195 [1234] validation_0-mae:4356.85010 validation_1-mae:6003.92627 [1235] validation_0-mae:4356.08643 validation_1-mae:6004.13623 [1236] validation_0-mae:4354.98926 validation_1-mae:6004.04395 [1237] validation_0-mae:4353.39600 validation_1-mae:6004.18164 [1238] validation_0-mae:4352.10254 validation_1-mae:6004.03662 [1239] validation_0-mae:4349.75732 validation_1-mae:6002.80713 [1240] validation_0-mae:4348.76123 validation_1-mae:6002.77344 [1241] validation_0-mae:4348.25391 validation_1-mae:6002.69824 [1242] validation_0-mae:4347.55957 validation_1-mae:6002.74805 [1243] validation_0-mae:4347.14941 validation_1-mae:6003.02881 [1244] validation_0-mae:4346.15918 validation_1-mae:6003.00830 [1245] validation_0-mae:4344.91846 validation_1-mae:6003.12305 [1246] validation_0-mae:4344.42383 validation_1-mae:6003.12842 [1247] validation_0-mae:4342.73926 validation_1-mae:6002.48193 [1248] validation_0-mae:4342.03467 validation_1-mae:6002.35205 [1249] validation_0-mae:4341.41553 validation_1-mae:6002.26172 [1250] validation_0-mae:4340.82959 validation_1-mae:6002.31103 [1251] validation_0-mae:4340.28027 validation_1-mae:6002.00391 [1252] validation_0-mae:4339.41943 validation_1-mae:6002.16699 [1253] validation_0-mae:4338.82227 validation_1-mae:6001.84180 [1254] validation_0-mae:4338.28906 validation_1-mae:6001.59961 [1255] validation_0-mae:4337.46240 validation_1-mae:6001.16846 [1256] validation_0-mae:4337.09033 validation_1-mae:6001.03174 [1257] validation_0-mae:4335.87988 validation_1-mae:6001.16309 [1258] validation_0-mae:4335.26367 validation_1-mae:6000.78272 [1259] validation_0-mae:4333.72363 validation_1-mae:5999.89600 [1260] validation_0-mae:4332.58154 validation_1-mae:5999.52100 [1261] validation_0-mae:4331.54785 validation_1-mae:5999.29688 [1262] validation_0-mae:4330.66797 validation_1-mae:5999.64062 [1263] validation_0-mae:4330.36035 validation_1-mae:5999.77051 [1264] validation_0-mae:4328.84619 validation_1-mae:5999.33154 [1265] validation_0-mae:4327.86279 validation_1-mae:5999.65723 [1266] validation_0-mae:4327.65381 validation_1-mae:5999.62158 [1267] validation_0-mae:4327.49658 validation_1-mae:5999.68652 [1268] validation_0-mae:4326.62744 validation_1-mae:5999.63086 [1269] validation_0-mae:4326.35693 validation_1-mae:5999.51270 [1270] validation_0-mae:4325.04883 validation_1-mae:5999.08545 [1271] validation_0-mae:4324.35107 validation_1-mae:5999.09668 [1272] validation_0-mae:4323.72998 validation_1-mae:5999.22168 [1273] validation_0-mae:4323.52734 validation_1-mae:5999.31055 [1274] validation_0-mae:4323.21728 validation_1-mae:5999.46094 [1275] validation_0-mae:4323.03564 validation_1-mae:5999.56738 [1276] validation_0-mae:4322.35107 validation_1-mae:5999.30273 [1277] validation_0-mae:4321.82227 validation_1-mae:5999.20117 [1278] validation_0-mae:4321.18555 validation_1-mae:5999.40088 [1279] validation_0-mae:4320.61133 validation_1-mae:5999.58887 [1280] validation_0-mae:4319.12451 validation_1-mae:6000.31592 [1281] validation_0-mae:4317.31006 validation_1-mae:6000.15674 [1282] validation_0-mae:4315.59228 validation_1-mae:5999.45361 [1283] validation_0-mae:4315.08105 validation_1-mae:5999.02539 [1284] validation_0-mae:4314.04248 validation_1-mae:5998.94238 [1285] validation_0-mae:4313.81738 validation_1-mae:5999.09180 [1286] validation_0-mae:4312.43506 validation_1-mae:5998.75732 [1287] validation_0-mae:4311.77930 validation_1-mae:5998.99268 [1288] validation_0-mae:4310.78320 validation_1-mae:5999.12647 [1289] validation_0-mae:4309.07129 validation_1-mae:5999.36621 [1290] validation_0-mae:4307.63867 validation_1-mae:5999.93799 [1291] validation_0-mae:4307.04883 validation_1-mae:5999.87402 [1292] validation_0-mae:4306.48828 validation_1-mae:5999.93848 [1293] validation_0-mae:4304.81689 validation_1-mae:5999.96582 [1294] validation_0-mae:4303.09424 validation_1-mae:5999.82520 [1295] validation_0-mae:4302.25684 validation_1-mae:5999.59473 [1296] validation_0-mae:4301.95947 validation_1-mae:5999.43945 [1297] validation_0-mae:4301.27100 validation_1-mae:5999.57910 [1298] validation_0-mae:4300.05420 validation_1-mae:5999.36963 [1299] validation_0-mae:4297.63770 validation_1-mae:5999.13672 [1300] validation_0-mae:4295.71191 validation_1-mae:5999.17188 [1301] validation_0-mae:4294.56592 validation_1-mae:5999.05664 [1302] validation_0-mae:4292.16797 validation_1-mae:5999.27783 [1303] validation_0-mae:4290.54297 validation_1-mae:5999.36182 [1304] validation_0-mae:4289.06738 validation_1-mae:5999.09766 [1305] validation_0-mae:4288.16846 validation_1-mae:5999.52051 [1306] validation_0-mae:4287.41504 validation_1-mae:5999.69482 [1307] validation_0-mae:4286.02637 validation_1-mae:5999.25879 [1308] validation_0-mae:4284.44971 validation_1-mae:5999.87305 [1309] validation_0-mae:4283.39404 validation_1-mae:6000.05518 [1310] validation_0-mae:4282.72754 validation_1-mae:6000.36914 [1311] validation_0-mae:4281.38574 validation_1-mae:6000.08838 [1312] validation_0-mae:4280.11914 validation_1-mae:6000.20605 [1313] validation_0-mae:4279.01953 validation_1-mae:6000.14600 [1314] validation_0-mae:4276.73730 validation_1-mae:6000.25684 [1315] validation_0-mae:4275.49902 validation_1-mae:6000.02881 [1316] validation_0-mae:4273.59668 validation_1-mae:5999.73047 [1317] validation_0-mae:4272.91553 validation_1-mae:6000.10205 [1318] validation_0-mae:4272.10693 validation_1-mae:6000.33545 [1319] validation_0-mae:4270.74707 validation_1-mae:5999.76660 [1320] validation_0-mae:4269.48584 validation_1-mae:6000.00244 [1321] validation_0-mae:4268.09912 validation_1-mae:6000.01758 [1322] validation_0-mae:4266.63281 validation_1-mae:5999.26123 [1323] validation_0-mae:4266.04932 validation_1-mae:5998.86377 [1324] validation_0-mae:4264.10889 validation_1-mae:5998.97022 [1325] validation_0-mae:4263.19287 validation_1-mae:5999.05225 [1326] validation_0-mae:4262.69922 validation_1-mae:5998.77246 [1327] validation_0-mae:4261.89893 validation_1-mae:5998.66992 [1328] validation_0-mae:4260.65137 validation_1-mae:5998.13037 [1329] validation_0-mae:4259.94238 validation_1-mae:5997.86523 [1330] validation_0-mae:4258.96875 validation_1-mae:5998.35596 [1331] validation_0-mae:4258.35840 validation_1-mae:5998.40332 [1332] validation_0-mae:4257.25586 validation_1-mae:5998.17139 [1333] validation_0-mae:4256.93945 validation_1-mae:5998.03369 [1334] validation_0-mae:4255.15967 validation_1-mae:5997.77100 [1335] validation_0-mae:4253.84619 validation_1-mae:5997.75293 [1336] validation_0-mae:4252.12939 validation_1-mae:5997.99023 [1337] validation_0-mae:4250.54297 validation_1-mae:5997.80811 [1338] validation_0-mae:4249.91357 validation_1-mae:5997.73047 [1339] validation_0-mae:4249.38379 validation_1-mae:5997.46484 [1340] validation_0-mae:4249.06152 validation_1-mae:5997.54150 [1341] validation_0-mae:4248.96094 validation_1-mae:5997.53467 [1342] validation_0-mae:4248.66406 validation_1-mae:5997.35449 [1343] validation_0-mae:4247.96582 validation_1-mae:5997.31934 [1344] validation_0-mae:4247.45654 validation_1-mae:5997.17725 [1345] validation_0-mae:4245.93457 validation_1-mae:5996.87256 [1346] validation_0-mae:4245.24170 validation_1-mae:5997.20068 [1347] validation_0-mae:4244.83936 validation_1-mae:5997.35742 [1348] validation_0-mae:4244.25000 validation_1-mae:5997.38330 [1349] validation_0-mae:4242.78857 validation_1-mae:5997.61768 [1350] validation_0-mae:4241.67676 validation_1-mae:5996.80225 [1351] validation_0-mae:4240.81934 validation_1-mae:5996.84180 [1352] validation_0-mae:4240.04834 validation_1-mae:5996.64990 [1353] validation_0-mae:4239.20752 validation_1-mae:5996.62891 [1354] validation_0-mae:4238.58252 validation_1-mae:5996.63428 [1355] validation_0-mae:4236.47998 validation_1-mae:5996.32617 [1356] validation_0-mae:4235.14160 validation_1-mae:5995.81006 [1357] validation_0-mae:4234.15772 validation_1-mae:5995.84375 [1358] validation_0-mae:4233.36182 validation_1-mae:5995.50049 [1359] validation_0-mae:4232.96191 validation_1-mae:5995.70410 [1360] validation_0-mae:4232.22510 validation_1-mae:5995.74512 [1361] validation_0-mae:4230.96826 validation_1-mae:5995.69482 [1362] validation_0-mae:4230.11475 validation_1-mae:5995.43457 [1363] validation_0-mae:4229.35840 validation_1-mae:5995.48779 [1364] validation_0-mae:4229.00586 validation_1-mae:5995.49902 [1365] validation_0-mae:4228.35986 validation_1-mae:5995.54395 [1366] validation_0-mae:4228.00537 validation_1-mae:5995.59326 [1367] validation_0-mae:4227.50537 validation_1-mae:5995.52881 [1368] validation_0-mae:4227.22412 validation_1-mae:5995.50537 [1369] validation_0-mae:4226.61328 validation_1-mae:5995.90527 [1370] validation_0-mae:4226.06934 validation_1-mae:5996.11377 [1371] validation_0-mae:4225.53857 validation_1-mae:5995.85010 [1372] validation_0-mae:4224.98828 validation_1-mae:5995.74951 [1373] validation_0-mae:4223.74316 validation_1-mae:5995.79004 [1374] validation_0-mae:4222.74658 validation_1-mae:5995.81934 [1375] validation_0-mae:4222.14941 validation_1-mae:5995.61816 [1376] validation_0-mae:4221.90869 validation_1-mae:5995.35938 [1377] validation_0-mae:4221.46631 validation_1-mae:5995.43457 [1378] validation_0-mae:4220.55176 validation_1-mae:5995.46728 [1379] validation_0-mae:4219.96777 validation_1-mae:5995.41455 [1380] validation_0-mae:4219.13135 validation_1-mae:5995.12891 [1381] validation_0-mae:4218.45801 validation_1-mae:5994.71924 [1382] validation_0-mae:4217.57031 validation_1-mae:5994.39795 [1383] validation_0-mae:4216.99561 validation_1-mae:5994.43213 [1384] validation_0-mae:4216.18897 validation_1-mae:5994.49805 [1385] validation_0-mae:4214.52686 validation_1-mae:5994.17773 [1386] validation_0-mae:4213.25732 validation_1-mae:5993.99561 [1387] validation_0-mae:4212.34180 validation_1-mae:5993.80127 [1388] validation_0-mae:4211.75195 validation_1-mae:5993.76562 [1389] validation_0-mae:4210.95166 validation_1-mae:5993.69092 [1390] validation_0-mae:4210.15137 validation_1-mae:5993.37207 [1391] validation_0-mae:4209.45312 validation_1-mae:5993.29004 [1392] validation_0-mae:4208.28516 validation_1-mae:5993.16846 [1393] validation_0-mae:4207.50684 validation_1-mae:5992.72852 [1394] validation_0-mae:4207.12353 validation_1-mae:5992.76367 [1395] validation_0-mae:4206.40332 validation_1-mae:5992.71924 [1396] validation_0-mae:4206.14014 validation_1-mae:5992.54590 [1397] validation_0-mae:4203.66113 validation_1-mae:5993.55029 [1398] validation_0-mae:4201.56152 validation_1-mae:5993.75830 [1399] validation_0-mae:4200.91602 validation_1-mae:5994.37158 [1400] validation_0-mae:4200.01123 validation_1-mae:5993.82959 [1401] validation_0-mae:4199.41992 validation_1-mae:5993.76367 [1402] validation_0-mae:4198.28906 validation_1-mae:5994.26709 [1403] validation_0-mae:4196.37256 validation_1-mae:5993.63818 [1404] validation_0-mae:4195.27881 validation_1-mae:5993.00342 [1405] validation_0-mae:4194.20850 validation_1-mae:5992.93262 [1406] validation_0-mae:4193.25244 validation_1-mae:5993.69678 [1407] validation_0-mae:4191.83936 validation_1-mae:5993.68799 [1408] validation_0-mae:4191.02588 validation_1-mae:5994.04980 [1409] validation_0-mae:4190.27734 validation_1-mae:5993.80664 [1410] validation_0-mae:4189.62451 validation_1-mae:5994.07861 [1411] validation_0-mae:4189.16504 validation_1-mae:5993.87305 [1412] validation_0-mae:4188.76953 validation_1-mae:5993.82324 [1413] validation_0-mae:4187.69141 validation_1-mae:5993.50684 [1414] validation_0-mae:4186.76221 validation_1-mae:5992.86475 [1415] validation_0-mae:4185.45215 validation_1-mae:5992.34326 [1416] validation_0-mae:4184.90332 validation_1-mae:5992.33398 [1417] validation_0-mae:4184.44971 validation_1-mae:5991.87647 [1418] validation_0-mae:4183.97363 validation_1-mae:5992.18701 [1419] validation_0-mae:4182.69092 validation_1-mae:5991.57715 [1420] validation_0-mae:4181.71973 validation_1-mae:5992.04004 [1421] validation_0-mae:4180.57129 validation_1-mae:5992.60498 [1422] validation_0-mae:4179.64111 validation_1-mae:5992.39844 [1423] validation_0-mae:4179.12451 validation_1-mae:5992.51416 [1424] validation_0-mae:4178.38379 validation_1-mae:5992.49316 [1425] validation_0-mae:4177.62842 validation_1-mae:5992.26074 [1426] validation_0-mae:4177.00439 validation_1-mae:5992.46680 [1427] validation_0-mae:4175.71240 validation_1-mae:5992.58936 [1428] validation_0-mae:4174.16162 validation_1-mae:5992.35889 [1429] validation_0-mae:4172.74316 validation_1-mae:5992.05566 [1430] validation_0-mae:4171.97998 validation_1-mae:5992.12549 [1431] validation_0-mae:4171.28027 validation_1-mae:5992.45020 [1432] validation_0-mae:4170.42188 validation_1-mae:5992.28418 [1433] validation_0-mae:4169.47461 validation_1-mae:5991.83984 [1434] validation_0-mae:4168.65478 validation_1-mae:5991.55518 [1435] validation_0-mae:4167.84717 validation_1-mae:5991.52344 [1436] validation_0-mae:4167.17236 validation_1-mae:5991.72900 [1437] validation_0-mae:4166.05664 validation_1-mae:5992.03418 [1438] validation_0-mae:4165.26514 validation_1-mae:5991.86670 [1439] validation_0-mae:4163.65674 validation_1-mae:5992.13721 [1440] validation_0-mae:4163.08203 validation_1-mae:5992.07129 [1441] validation_0-mae:4162.85742 validation_1-mae:5992.11572 [1442] validation_0-mae:4162.36670 validation_1-mae:5992.03906 [1443] validation_0-mae:4161.73633 validation_1-mae:5991.90186 [1444] validation_0-mae:4161.43799 validation_1-mae:5992.04150 [1445] validation_0-mae:4160.54932 validation_1-mae:5991.80029 [1446] validation_0-mae:4160.45801 validation_1-mae:5991.73584 [1447] validation_0-mae:4160.03369 validation_1-mae:5991.91260 [1448] validation_0-mae:4159.65674 validation_1-mae:5992.00684 [1449] validation_0-mae:4159.53272 validation_1-mae:5992.08838 [1450] validation_0-mae:4159.22363 validation_1-mae:5991.97559 [1451] validation_0-mae:4158.57422 validation_1-mae:5991.96191 [1452] validation_0-mae:4158.01318 validation_1-mae:5992.15478 [1453] validation_0-mae:4156.11475 validation_1-mae:5992.29492 [1454] validation_0-mae:4154.67236 validation_1-mae:5992.49463 [1455] validation_0-mae:4153.60010 validation_1-mae:5992.91846 [1456] validation_0-mae:4152.86035 validation_1-mae:5992.58350 [1457] validation_0-mae:4152.55957 validation_1-mae:5992.70361 [1458] validation_0-mae:4151.65674 validation_1-mae:5992.79053 [1459] validation_0-mae:4151.00391 validation_1-mae:5993.16357 [1460] validation_0-mae:4150.60693 validation_1-mae:5993.10205 [1461] validation_0-mae:4150.51465 validation_1-mae:5993.23633 [1462] validation_0-mae:4150.08105 validation_1-mae:5993.35840 [1463] validation_0-mae:4149.11523 validation_1-mae:5993.65625 [1464] validation_0-mae:4148.36377 validation_1-mae:5993.71143 [1465] validation_0-mae:4147.89111 validation_1-mae:5993.69385 [1466] validation_0-mae:4147.22949 validation_1-mae:5993.57422 [1467] validation_0-mae:4146.50147 validation_1-mae:5993.26367 [1468] validation_0-mae:4146.29736 validation_1-mae:5993.15234 [1469] validation_0-mae:4145.34277 validation_1-mae:5993.48486 [1470] validation_0-mae:4144.81055 validation_1-mae:5993.11816 [1471] validation_0-mae:4143.77393 validation_1-mae:5993.05371 [1472] validation_0-mae:4142.90918 validation_1-mae:5993.10059 [1473] validation_0-mae:4142.48926 validation_1-mae:5993.09668 [1474] validation_0-mae:4141.95557 validation_1-mae:5993.03272 [1475] validation_0-mae:4140.76611 validation_1-mae:5992.36426 [1476] validation_0-mae:4139.77197 validation_1-mae:5993.17920 [1477] validation_0-mae:4138.97363 validation_1-mae:5992.86084 [1478] validation_0-mae:4138.02246 validation_1-mae:5992.59522 [1479] validation_0-mae:4137.53369 validation_1-mae:5992.82373 [1480] validation_0-mae:4136.91553 validation_1-mae:5993.33789 [1481] validation_0-mae:4136.35107 validation_1-mae:5993.35400 [1482] validation_0-mae:4135.76514 validation_1-mae:5993.66406 [1483] validation_0-mae:4135.05371 validation_1-mae:5993.58252 [1484] validation_0-mae:4134.45410 validation_1-mae:5993.90820 [1485] validation_0-mae:4134.07959 validation_1-mae:5993.75586 [1486] validation_0-mae:4133.16797 validation_1-mae:5993.30615 [1487] validation_0-mae:4132.80908 validation_1-mae:5993.22510 [1488] validation_0-mae:4131.92969 validation_1-mae:5993.21484 [1489] validation_0-mae:4131.46973 validation_1-mae:5993.14355 [1490] validation_0-mae:4130.99951 validation_1-mae:5993.19238 [1491] validation_0-mae:4129.88965 validation_1-mae:5992.98730 [1492] validation_0-mae:4129.07764 validation_1-mae:5993.50244 [1493] validation_0-mae:4128.70508 validation_1-mae:5993.41016 [1494] validation_0-mae:4127.99561 validation_1-mae:5993.49805 [1495] validation_0-mae:4127.61377 validation_1-mae:5993.70508 [1496] validation_0-mae:4127.43897 validation_1-mae:5993.76807 [1497] validation_0-mae:4126.98975 validation_1-mae:5993.44678 [1498] validation_0-mae:4126.59228 validation_1-mae:5993.63965 [1499] validation_0-mae:4125.86572 validation_1-mae:5993.27783 [1500] validation_0-mae:4125.85156 validation_1-mae:5993.29834 [1501] validation_0-mae:4125.31836 validation_1-mae:5992.97852 [1502] validation_0-mae:4124.49121 validation_1-mae:5993.09277 [1503] validation_0-mae:4123.30566 validation_1-mae:5993.11572 [1504] validation_0-mae:4122.28223 validation_1-mae:5993.34082 [1505] validation_0-mae:4121.93945 validation_1-mae:5993.45166 [1506] validation_0-mae:4120.92627 validation_1-mae:5993.68945 [1507] validation_0-mae:4120.16504 validation_1-mae:5994.01025 [1508] validation_0-mae:4119.71338 validation_1-mae:5993.90234 [1509] validation_0-mae:4118.85596 validation_1-mae:5994.34522 [1510] validation_0-mae:4118.24951 validation_1-mae:5994.37061 [1511] validation_0-mae:4117.34814 validation_1-mae:5994.33936 [1512] validation_0-mae:4116.49023 validation_1-mae:5994.32568 [1513] validation_0-mae:4115.46094 validation_1-mae:5993.95996 [1514] validation_0-mae:4114.87158 validation_1-mae:5994.18506 [1515] validation_0-mae:4113.99365 validation_1-mae:5994.38916 [1516] validation_0-mae:4113.45264 validation_1-mae:5994.44775 [1517] validation_0-mae:4112.85742 validation_1-mae:5994.14014 [1518] validation_0-mae:4112.70166 validation_1-mae:5994.17773 [1519] validation_0-mae:4111.84717 validation_1-mae:5993.82422 [1520] validation_0-mae:4110.47070 validation_1-mae:5993.96875 [1521] validation_0-mae:4109.53418 validation_1-mae:5993.88867 [1522] validation_0-mae:4108.35938 validation_1-mae:5993.91504 [1523] validation_0-mae:4107.73242 validation_1-mae:5994.24268 [1524] validation_0-mae:4107.15576 validation_1-mae:5994.04980 [1525] validation_0-mae:4106.62695 validation_1-mae:5993.96338 [1526] validation_0-mae:4105.97900 validation_1-mae:5993.93750 [1527] validation_0-mae:4105.30420 validation_1-mae:5993.98096 [1528] validation_0-mae:4103.88770 validation_1-mae:5994.41113 [1529] validation_0-mae:4103.33203 validation_1-mae:5994.45947 [1530] validation_0-mae:4102.80469 validation_1-mae:5994.46484 [1531] validation_0-mae:4101.71680 validation_1-mae:5994.18603 [1532] validation_0-mae:4100.56152 validation_1-mae:5993.81299 [1533] validation_0-mae:4100.08105 validation_1-mae:5993.86182 [1534] validation_0-mae:4098.81641 validation_1-mae:5993.57129 [1535] validation_0-mae:4098.26221 validation_1-mae:5993.78027 [1536] validation_0-mae:4097.43994 validation_1-mae:5993.48340 [1537] validation_0-mae:4096.65186 validation_1-mae:5993.62891 [1538] validation_0-mae:4096.13916 validation_1-mae:5993.83496 [1539] validation_0-mae:4095.32715 validation_1-mae:5994.04395 [1540] validation_0-mae:4094.90063 validation_1-mae:5993.98047 [1541] validation_0-mae:4093.42188 validation_1-mae:5994.18359 [1542] validation_0-mae:4092.07251 validation_1-mae:5994.11865 [1543] validation_0-mae:4091.25415 validation_1-mae:5994.01221 [1544] validation_0-mae:4090.75806 validation_1-mae:5993.84277 [1545] validation_0-mae:4090.00610 validation_1-mae:5994.23486 [1546] validation_0-mae:4088.94360 validation_1-mae:5993.66406 [1547] validation_0-mae:4087.47852 validation_1-mae:5993.13037 [1548] validation_0-mae:4086.22241 validation_1-mae:5992.56738 [1549] validation_0-mae:4085.55322 validation_1-mae:5992.21289 [1550] validation_0-mae:4084.70947 validation_1-mae:5992.27588 [1551] validation_0-mae:4083.92529 validation_1-mae:5992.39893 [1552] validation_0-mae:4082.89819 validation_1-mae:5992.22217 [1553] validation_0-mae:4082.03345 validation_1-mae:5992.01270 [1554] validation_0-mae:4081.34033 validation_1-mae:5991.92529 [1555] validation_0-mae:4080.44897 validation_1-mae:5991.80908 [1556] validation_0-mae:4079.33740 validation_1-mae:5991.95703 [1557] validation_0-mae:4078.30664 validation_1-mae:5991.82275 [1558] validation_0-mae:4077.28711 validation_1-mae:5991.75928 [1559] validation_0-mae:4075.72217 validation_1-mae:5991.75293 [1560] validation_0-mae:4074.31885 validation_1-mae:5991.23242 [1561] validation_0-mae:4073.40723 validation_1-mae:5991.06738 [1562] validation_0-mae:4072.69141 validation_1-mae:5991.01416 [1563] validation_0-mae:4071.92285 validation_1-mae:5991.00732 [1564] validation_0-mae:4071.25659 validation_1-mae:5991.01758 [1565] validation_0-mae:4070.54272 validation_1-mae:5990.63770 [1566] validation_0-mae:4069.24707 validation_1-mae:5990.51855 [1567] validation_0-mae:4068.66333 validation_1-mae:5990.55859 [1568] validation_0-mae:4068.07031 validation_1-mae:5990.47266 [1569] validation_0-mae:4067.05835 validation_1-mae:5990.80322 [1570] validation_0-mae:4065.72583 validation_1-mae:5990.64648 [1571] validation_0-mae:4064.86060 validation_1-mae:5990.44482 [1572] validation_0-mae:4063.28857 validation_1-mae:5991.00049 [1573] validation_0-mae:4061.95996 validation_1-mae:5991.40869 [1574] validation_0-mae:4061.38232 validation_1-mae:5991.71240 [1575] validation_0-mae:4060.75171 validation_1-mae:5991.81494 [1576] validation_0-mae:4059.90747 validation_1-mae:5991.64746 [1577] validation_0-mae:4059.32519 validation_1-mae:5991.88818 [1578] validation_0-mae:4058.55103 validation_1-mae:5992.10596 [1579] validation_0-mae:4057.97925 validation_1-mae:5991.67285 [1580] validation_0-mae:4056.97510 validation_1-mae:5991.96387 [1581] validation_0-mae:4055.94409 validation_1-mae:5992.28613 [1582] validation_0-mae:4054.73169 validation_1-mae:5991.97217 [1583] validation_0-mae:4053.70435 validation_1-mae:5992.33984 [1584] validation_0-mae:4052.82642 validation_1-mae:5992.42529 [1585] validation_0-mae:4052.20166 validation_1-mae:5992.49463 [1586] validation_0-mae:4051.18433 validation_1-mae:5992.30762 [1587] validation_0-mae:4050.23315 validation_1-mae:5992.38281 [1588] validation_0-mae:4049.64941 validation_1-mae:5992.81934 [1589] validation_0-mae:4048.02686 validation_1-mae:5991.78906 [1590] validation_0-mae:4047.70459 validation_1-mae:5991.65234 [1591] validation_0-mae:4047.06274 validation_1-mae:5992.08984 [1592] validation_0-mae:4046.12158 validation_1-mae:5991.99561 [1593] validation_0-mae:4045.25415 validation_1-mae:5991.93799 [1594] validation_0-mae:4044.66577 validation_1-mae:5991.73877 [1595] validation_0-mae:4044.24878 validation_1-mae:5991.96728 [1596] validation_0-mae:4043.89429 validation_1-mae:5992.13916 [1597] validation_0-mae:4043.49097 validation_1-mae:5992.19336 [1598] validation_0-mae:4042.70801 validation_1-mae:5991.99902 [1599] validation_0-mae:4042.00049 validation_1-mae:5991.99072 [1600] validation_0-mae:4041.18286 validation_1-mae:5991.59863 [1601] validation_0-mae:4040.58179 validation_1-mae:5991.88770 [1602] validation_0-mae:4040.31763 validation_1-mae:5991.91016 [1603] validation_0-mae:4039.83496 validation_1-mae:5992.02783 [1604] validation_0-mae:4038.83350 validation_1-mae:5991.77930 [1605] validation_0-mae:4038.21118 validation_1-mae:5991.61328 [1606] validation_0-mae:4037.42822 validation_1-mae:5992.17725 [1607] validation_0-mae:4037.23242 validation_1-mae:5992.13281 [1608] validation_0-mae:4036.53442 validation_1-mae:5991.86230 [1609] validation_0-mae:4035.74512 validation_1-mae:5991.69336 [1610] validation_0-mae:4034.71875 validation_1-mae:5991.47559 [1611] validation_0-mae:4034.06763 validation_1-mae:5991.45410 [1612] validation_0-mae:4032.81348 validation_1-mae:5991.03516 [1613] validation_0-mae:4031.12256 validation_1-mae:5990.94775 [1614] validation_0-mae:4029.86401 validation_1-mae:5992.58252 [1615] validation_0-mae:4029.21460 validation_1-mae:5992.41260 [1616] validation_0-mae:4028.53418 validation_1-mae:5992.29785 [1617] validation_0-mae:4028.00171 validation_1-mae:5992.17285 [1618] validation_0-mae:4027.14087 validation_1-mae:5991.98584 [1619] validation_0-mae:4026.00220 validation_1-mae:5992.03076 [1620] validation_0-mae:4025.84766 validation_1-mae:5992.24268 [1621] validation_0-mae:4025.23608 validation_1-mae:5991.97998 [1622] validation_0-mae:4024.63086 validation_1-mae:5991.86621 [1623] validation_0-mae:4023.82031 validation_1-mae:5991.71387 [1624] validation_0-mae:4023.38989 validation_1-mae:5991.56543 [1625] validation_0-mae:4022.87695 validation_1-mae:5991.74805 [1626] validation_0-mae:4021.73584 validation_1-mae:5992.15088 [1627] validation_0-mae:4020.90552 validation_1-mae:5992.10693 [1628] validation_0-mae:4019.85596 validation_1-mae:5991.95752 [1629] validation_0-mae:4018.72217 validation_1-mae:5991.68164 [1630] validation_0-mae:4017.71582 validation_1-mae:5991.91016 [1631] validation_0-mae:4016.64062 validation_1-mae:5992.09228 [1632] validation_0-mae:4015.12012 validation_1-mae:5992.44238 [1633] validation_0-mae:4014.84399 validation_1-mae:5992.34766 [1634] validation_0-mae:4014.13428 validation_1-mae:5992.22803 [1635] validation_0-mae:4014.04346 validation_1-mae:5992.19873 [1636] validation_0-mae:4013.72290 validation_1-mae:5992.00586 [1637] validation_0-mae:4013.26294 validation_1-mae:5991.90332 [1638] validation_0-mae:4013.18091 validation_1-mae:5991.91016 [1639] validation_0-mae:4012.38599 validation_1-mae:5992.10498 [1640] validation_0-mae:4011.53491 validation_1-mae:5991.74219 [1641] validation_0-mae:4011.11401 validation_1-mae:5991.79395 [1642] validation_0-mae:4010.99341 validation_1-mae:5991.73047 [1643] validation_0-mae:4010.71411 validation_1-mae:5991.65283 [1644] validation_0-mae:4009.93140 validation_1-mae:5991.60205 [1645] validation_0-mae:4007.78247 validation_1-mae:5991.02490 [1646] validation_0-mae:4006.72437 validation_1-mae:5991.21582 [1647] validation_0-mae:4005.95361 validation_1-mae:5990.89795 [1648] validation_0-mae:4005.46313 validation_1-mae:5991.15527 [1649] validation_0-mae:4005.01489 validation_1-mae:5991.33252 [1650] validation_0-mae:4004.02686 validation_1-mae:5991.02588 [1651] validation_0-mae:4002.95923 validation_1-mae:5990.75732 [1652] validation_0-mae:4002.24854 validation_1-mae:5990.98730 [1653] validation_0-mae:4001.16846 validation_1-mae:5990.82666 [1654] validation_0-mae:4000.47070 validation_1-mae:5990.98193 [1655] validation_0-mae:3999.85352 validation_1-mae:5991.06445 [1656] validation_0-mae:3998.73340 validation_1-mae:5990.91699 [1657] validation_0-mae:3998.28931 validation_1-mae:5991.00977 [1658] validation_0-mae:3997.71436 validation_1-mae:5990.87402 [1659] validation_0-mae:3997.22339 validation_1-mae:5990.79492 [1660] validation_0-mae:3996.71997 validation_1-mae:5990.70508 [1661] validation_0-mae:3995.98511 validation_1-mae:5990.85156 [1662] validation_0-mae:3995.21875 validation_1-mae:5990.90186 [1663] validation_0-mae:3993.90186 validation_1-mae:5991.00635 [1664] validation_0-mae:3992.71167 validation_1-mae:5991.65967 [1665] validation_0-mae:3991.93628 validation_1-mae:5991.81103 [1666] validation_0-mae:3990.41113 validation_1-mae:5991.02051 [1667] validation_0-mae:3989.68066 validation_1-mae:5990.68799 [1668] validation_0-mae:3989.30029 validation_1-mae:5990.75342 [1669] validation_0-mae:3988.88208 validation_1-mae:5991.12842 [1670] validation_0-mae:3987.71216 validation_1-mae:5990.67773 [1671] validation_0-mae:3987.12988 validation_1-mae:5990.75391 [1672] validation_0-mae:3986.66602 validation_1-mae:5990.84424 [1673] validation_0-mae:3986.56543 validation_1-mae:5990.97412 [1674] validation_0-mae:3985.90356 validation_1-mae:5991.03906 [1675] validation_0-mae:3985.40747 validation_1-mae:5990.81250 [1676] validation_0-mae:3984.87817 validation_1-mae:5990.71533 [1677] validation_0-mae:3984.86108 validation_1-mae:5990.72412 [1678] validation_0-mae:3984.30444 validation_1-mae:5990.79932 [1679] validation_0-mae:3983.44727 validation_1-mae:5991.22510 [1680] validation_0-mae:3982.65845 validation_1-mae:5991.59326 [1681] validation_0-mae:3982.05103 validation_1-mae:5991.17090 [1682] validation_0-mae:3980.82983 validation_1-mae:5990.96338 [1683] validation_0-mae:3979.76318 validation_1-mae:5990.96582 [1684] validation_0-mae:3978.58789 validation_1-mae:5990.85059 [1685] validation_0-mae:3978.32690 validation_1-mae:5990.98193 [1686] validation_0-mae:3977.79492 validation_1-mae:5991.23389 [1687] validation_0-mae:3975.89111 validation_1-mae:5991.44531 [1688] validation_0-mae:3974.96606 validation_1-mae:5992.01758 [1689] validation_0-mae:3973.14282 validation_1-mae:5992.45117 [1690] validation_0-mae:3971.76978 validation_1-mae:5992.65625 [1691] validation_0-mae:3971.41577 validation_1-mae:5992.71436 [1692] validation_0-mae:3970.04907 validation_1-mae:5992.75000 [1693] validation_0-mae:3969.78516 validation_1-mae:5992.82422 [1694] validation_0-mae:3969.45996 validation_1-mae:5993.01758 [1695] validation_0-mae:3968.25684 validation_1-mae:5992.61719 [1696] validation_0-mae:3967.51318 validation_1-mae:5992.75293 [1697] validation_0-mae:3966.64746 validation_1-mae:5992.52148 [1698] validation_0-mae:3965.84180 validation_1-mae:5992.12500 [1699] validation_0-mae:3964.78857 validation_1-mae:5992.06689 Dropping: wad [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65137 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.57666 [21] validation_0-mae:7944.89600 validation_1-mae:7832.65723 [22] validation_0-mae:7846.75635 validation_1-mae:7746.49707 [23] validation_0-mae:7760.49268 validation_1-mae:7677.36865 [24] validation_0-mae:7676.77881 validation_1-mae:7599.02197 [25] validation_0-mae:7604.22461 validation_1-mae:7535.70166 [26] validation_0-mae:7548.77930 validation_1-mae:7488.39307 [27] validation_0-mae:7488.50000 validation_1-mae:7434.36230 [28] validation_0-mae:7439.26465 validation_1-mae:7393.27246 [29] validation_0-mae:7397.07129 validation_1-mae:7359.10205 [30] validation_0-mae:7361.33447 validation_1-mae:7328.47266 [31] validation_0-mae:7320.76855 validation_1-mae:7291.93408 [32] validation_0-mae:7292.27344 validation_1-mae:7274.63623 [33] validation_0-mae:7264.06689 validation_1-mae:7253.59473 [34] validation_0-mae:7233.79004 validation_1-mae:7233.63330 [35] validation_0-mae:7202.32031 validation_1-mae:7208.76123 [36] validation_0-mae:7185.08740 validation_1-mae:7195.34570 [37] validation_0-mae:7167.61963 validation_1-mae:7184.91309 [38] validation_0-mae:7142.17969 validation_1-mae:7163.41406 [39] validation_0-mae:7120.81445 validation_1-mae:7146.23145 [40] validation_0-mae:7102.98682 validation_1-mae:7135.86230 [41] validation_0-mae:7086.79443 validation_1-mae:7123.46680 [42] validation_0-mae:7069.74609 validation_1-mae:7112.72510 [43] validation_0-mae:7049.70898 validation_1-mae:7098.91895 [44] validation_0-mae:7033.69287 validation_1-mae:7085.86084 [45] validation_0-mae:7014.76465 validation_1-mae:7072.70166 [46] validation_0-mae:6998.53857 validation_1-mae:7062.52978 [47] validation_0-mae:6975.02393 validation_1-mae:7043.76465 [48] validation_0-mae:6963.79541 validation_1-mae:7035.10352 [49] validation_0-mae:6944.66797 validation_1-mae:7020.68603 [50] validation_0-mae:6920.67480 validation_1-mae:7005.27734 [51] validation_0-mae:6908.85303 validation_1-mae:6996.03564 [52] validation_0-mae:6890.51709 validation_1-mae:6984.09375 [53] validation_0-mae:6871.32324 validation_1-mae:6967.33008 [54] validation_0-mae:6856.89600 validation_1-mae:6954.67480 [55] validation_0-mae:6846.20459 validation_1-mae:6948.23438 [56] validation_0-mae:6826.03027 validation_1-mae:6931.54150 [57] validation_0-mae:6813.08398 validation_1-mae:6922.96484 [58] validation_0-mae:6803.71582 validation_1-mae:6916.19238 [59] validation_0-mae:6786.72754 validation_1-mae:6908.22900 [60] validation_0-mae:6774.04492 validation_1-mae:6897.69775 [61] validation_0-mae:6760.41797 validation_1-mae:6886.89697 [62] validation_0-mae:6749.58691 validation_1-mae:6880.25928 [63] validation_0-mae:6734.16895 validation_1-mae:6867.78174 [64] validation_0-mae:6721.70703 validation_1-mae:6856.98535 [65] validation_0-mae:6710.04395 validation_1-mae:6848.16895 [66] validation_0-mae:6696.66162 validation_1-mae:6834.46680 [67] validation_0-mae:6686.05078 validation_1-mae:6828.74951 [68] validation_0-mae:6675.47510 validation_1-mae:6820.29736 [69] validation_0-mae:6670.55078 validation_1-mae:6816.97412 [70] validation_0-mae:6656.58936 validation_1-mae:6807.82275 [71] validation_0-mae:6645.05908 validation_1-mae:6799.15527 [72] validation_0-mae:6634.14893 validation_1-mae:6794.41260 [73] validation_0-mae:6626.81543 validation_1-mae:6788.02441 [74] validation_0-mae:6615.44531 validation_1-mae:6780.89307 [75] validation_0-mae:6594.58447 validation_1-mae:6762.17822 [76] validation_0-mae:6584.57227 validation_1-mae:6754.45703 [77] validation_0-mae:6580.47998 validation_1-mae:6750.03125 [78] validation_0-mae:6571.57471 validation_1-mae:6742.67969 [79] validation_0-mae:6562.46973 validation_1-mae:6737.90576 [80] validation_0-mae:6553.31299 validation_1-mae:6729.27539 [81] validation_0-mae:6540.72461 validation_1-mae:6721.08203 [82] validation_0-mae:6534.66016 validation_1-mae:6716.60400 [83] validation_0-mae:6526.12109 validation_1-mae:6709.98242 [84] validation_0-mae:6519.50488 validation_1-mae:6707.14990 [85] validation_0-mae:6510.27148 validation_1-mae:6700.67773 [86] validation_0-mae:6502.89111 validation_1-mae:6697.78809 [87] validation_0-mae:6490.11768 validation_1-mae:6687.72168 [88] validation_0-mae:6477.55420 validation_1-mae:6681.85938 [89] validation_0-mae:6471.57910 validation_1-mae:6675.92822 [90] validation_0-mae:6465.41211 validation_1-mae:6672.10449 [91] validation_0-mae:6457.54297 validation_1-mae:6665.14600 [92] validation_0-mae:6450.37793 validation_1-mae:6661.68408 [93] validation_0-mae:6442.47266 validation_1-mae:6658.53516 [94] validation_0-mae:6435.12744 validation_1-mae:6653.18848 [95] validation_0-mae:6427.84668 validation_1-mae:6647.81006 [96] validation_0-mae:6421.42432 validation_1-mae:6644.01416 [97] validation_0-mae:6410.98877 validation_1-mae:6637.62549 [98] validation_0-mae:6403.85107 validation_1-mae:6631.29541 [99] validation_0-mae:6396.78320 validation_1-mae:6626.54736 [100] validation_0-mae:6388.12402 validation_1-mae:6619.57715 [101] validation_0-mae:6385.41504 validation_1-mae:6617.99414 [102] validation_0-mae:6377.64502 validation_1-mae:6614.88916 [103] validation_0-mae:6372.82520 validation_1-mae:6610.40332 [104] validation_0-mae:6367.05615 validation_1-mae:6606.42627 [105] validation_0-mae:6362.55811 validation_1-mae:6603.89795 [106] validation_0-mae:6358.72998 validation_1-mae:6599.87256 [107] validation_0-mae:6349.83887 validation_1-mae:6595.49609 [108] validation_0-mae:6346.18994 validation_1-mae:6593.68066 [109] validation_0-mae:6333.95508 validation_1-mae:6584.47998 [110] validation_0-mae:6327.82129 validation_1-mae:6579.54785 [111] validation_0-mae:6319.35303 validation_1-mae:6573.13037 [112] validation_0-mae:6312.48047 validation_1-mae:6568.09228 [113] validation_0-mae:6308.04541 validation_1-mae:6564.83008 [114] validation_0-mae:6304.73779 validation_1-mae:6562.29395 [115] validation_0-mae:6300.12939 validation_1-mae:6559.15234 [116] validation_0-mae:6292.90576 validation_1-mae:6554.57324 [117] validation_0-mae:6291.09766 validation_1-mae:6554.70898 [118] validation_0-mae:6285.96240 validation_1-mae:6550.96143 [119] validation_0-mae:6278.62695 validation_1-mae:6547.72119 [120] validation_0-mae:6272.15967 validation_1-mae:6543.21728 [121] validation_0-mae:6265.87402 validation_1-mae:6538.75537 [122] validation_0-mae:6262.80908 validation_1-mae:6537.21728 [123] validation_0-mae:6258.66016 validation_1-mae:6534.08838 [124] validation_0-mae:6255.08887 validation_1-mae:6533.14160 [125] validation_0-mae:6245.60547 validation_1-mae:6525.27978 [126] validation_0-mae:6238.31103 validation_1-mae:6522.58643 [127] validation_0-mae:6233.67334 validation_1-mae:6520.42627 [128] validation_0-mae:6230.62793 validation_1-mae:6519.69238 [129] validation_0-mae:6224.03223 validation_1-mae:6518.52051 [130] validation_0-mae:6220.90820 validation_1-mae:6517.19824 [131] validation_0-mae:6214.78223 validation_1-mae:6513.48145 [132] validation_0-mae:6211.48828 validation_1-mae:6512.42090 [133] validation_0-mae:6207.75977 validation_1-mae:6510.45068 [134] validation_0-mae:6203.27490 validation_1-mae:6506.45801 [135] validation_0-mae:6198.12109 validation_1-mae:6503.40283 [136] validation_0-mae:6192.38184 validation_1-mae:6500.51611 [137] validation_0-mae:6186.58545 validation_1-mae:6497.28516 [138] validation_0-mae:6184.45459 validation_1-mae:6496.68115 [139] validation_0-mae:6180.71191 validation_1-mae:6494.07422 [140] validation_0-mae:6175.68506 validation_1-mae:6490.28809 [141] validation_0-mae:6169.76562 validation_1-mae:6487.58447 [142] validation_0-mae:6165.12695 validation_1-mae:6483.78516 [143] validation_0-mae:6160.46143 validation_1-mae:6481.26709 [144] validation_0-mae:6156.34912 validation_1-mae:6479.71973 [145] validation_0-mae:6152.66846 validation_1-mae:6479.16064 [146] validation_0-mae:6150.89844 validation_1-mae:6478.18945 [147] validation_0-mae:6145.59912 validation_1-mae:6476.57812 [148] validation_0-mae:6143.62744 validation_1-mae:6476.38672 [149] validation_0-mae:6141.17676 validation_1-mae:6475.74512 [150] validation_0-mae:6136.54297 validation_1-mae:6473.20801 [151] validation_0-mae:6131.21777 validation_1-mae:6470.50293 [152] validation_0-mae:6127.01318 validation_1-mae:6468.35449 [153] validation_0-mae:6121.22803 validation_1-mae:6464.31934 [154] validation_0-mae:6116.40576 validation_1-mae:6461.76660 [155] validation_0-mae:6114.54297 validation_1-mae:6460.39941 [156] validation_0-mae:6111.69092 validation_1-mae:6458.52978 [157] validation_0-mae:6104.90674 validation_1-mae:6452.58447 [158] validation_0-mae:6101.82031 validation_1-mae:6451.69189 [159] validation_0-mae:6100.02393 validation_1-mae:6450.02441 [160] validation_0-mae:6096.41699 validation_1-mae:6447.35107 [161] validation_0-mae:6091.83105 validation_1-mae:6445.11523 [162] validation_0-mae:6088.90430 validation_1-mae:6443.51318 [163] validation_0-mae:6085.64209 validation_1-mae:6441.30859 [164] validation_0-mae:6084.23047 validation_1-mae:6441.17188 [165] validation_0-mae:6080.68799 validation_1-mae:6440.74170 [166] validation_0-mae:6073.75488 validation_1-mae:6437.09570 [167] validation_0-mae:6070.77539 validation_1-mae:6436.38379 [168] validation_0-mae:6068.14160 validation_1-mae:6435.97461 [169] validation_0-mae:6065.86426 validation_1-mae:6434.63232 [170] validation_0-mae:6061.99853 validation_1-mae:6432.68457 [171] validation_0-mae:6057.29297 validation_1-mae:6430.33057 [172] validation_0-mae:6053.94385 validation_1-mae:6429.28662 [173] validation_0-mae:6051.08008 validation_1-mae:6428.10840 [174] validation_0-mae:6047.84131 validation_1-mae:6426.25684 [175] validation_0-mae:6044.92383 validation_1-mae:6424.23779 [176] validation_0-mae:6039.94287 validation_1-mae:6421.76416 [177] validation_0-mae:6036.48877 validation_1-mae:6420.35010 [178] validation_0-mae:6033.59473 validation_1-mae:6419.10693 [179] validation_0-mae:6030.12842 validation_1-mae:6418.05029 [180] validation_0-mae:6027.51123 validation_1-mae:6416.89795 [181] validation_0-mae:6025.22949 validation_1-mae:6416.76074 [182] validation_0-mae:6020.05420 validation_1-mae:6414.10107 [183] validation_0-mae:6016.22656 validation_1-mae:6411.37305 [184] validation_0-mae:6012.70361 validation_1-mae:6409.80371 [185] validation_0-mae:6009.30176 validation_1-mae:6408.37939 [186] validation_0-mae:6006.40918 validation_1-mae:6407.48291 [187] validation_0-mae:6003.15088 validation_1-mae:6406.76465 [188] validation_0-mae:5997.22412 validation_1-mae:6402.31982 [189] validation_0-mae:5994.35156 validation_1-mae:6401.11719 [190] validation_0-mae:5993.16309 validation_1-mae:6401.13428 [191] validation_0-mae:5988.52051 validation_1-mae:6398.37891 [192] validation_0-mae:5985.44385 validation_1-mae:6396.92529 [193] validation_0-mae:5983.87305 validation_1-mae:6395.83643 [194] validation_0-mae:5980.88037 validation_1-mae:6394.84619 [195] validation_0-mae:5977.48682 validation_1-mae:6392.74219 [196] validation_0-mae:5974.95703 validation_1-mae:6391.14551 [197] validation_0-mae:5973.63574 validation_1-mae:6390.44873 [198] validation_0-mae:5970.13428 validation_1-mae:6389.98096 [199] validation_0-mae:5966.64648 validation_1-mae:6389.79932 [200] validation_0-mae:5964.87353 validation_1-mae:6388.12061 [201] validation_0-mae:5961.99609 validation_1-mae:6388.35498 [202] validation_0-mae:5960.35059 validation_1-mae:6388.11279 [203] validation_0-mae:5957.67627 validation_1-mae:6387.42725 [204] validation_0-mae:5952.97168 validation_1-mae:6385.45068 [205] validation_0-mae:5950.36816 validation_1-mae:6384.91602 [206] validation_0-mae:5947.14355 validation_1-mae:6383.05371 [207] validation_0-mae:5943.51270 validation_1-mae:6380.91602 [208] validation_0-mae:5939.72656 validation_1-mae:6379.39795 [209] validation_0-mae:5935.73535 validation_1-mae:6378.31836 [210] validation_0-mae:5933.29199 validation_1-mae:6376.97070 [211] validation_0-mae:5932.32617 validation_1-mae:6376.31348 [212] validation_0-mae:5928.43897 validation_1-mae:6374.75342 [213] validation_0-mae:5925.79639 validation_1-mae:6374.09424 [214] validation_0-mae:5924.03760 validation_1-mae:6373.42188 [215] validation_0-mae:5920.96387 validation_1-mae:6371.61377 [216] validation_0-mae:5917.17773 validation_1-mae:6369.01611 [217] validation_0-mae:5913.09424 validation_1-mae:6366.25635 [218] validation_0-mae:5911.13525 validation_1-mae:6365.10693 [219] validation_0-mae:5908.38525 validation_1-mae:6363.73828 [220] validation_0-mae:5906.89404 validation_1-mae:6362.95068 [221] validation_0-mae:5903.31836 validation_1-mae:6361.71094 [222] validation_0-mae:5899.87158 validation_1-mae:6361.12109 [223] validation_0-mae:5897.01123 validation_1-mae:6360.98438 [224] validation_0-mae:5894.62695 validation_1-mae:6360.45117 [225] validation_0-mae:5892.13574 validation_1-mae:6360.18994 [226] validation_0-mae:5890.00488 validation_1-mae:6359.63135 [227] validation_0-mae:5886.68213 validation_1-mae:6358.19873 [228] validation_0-mae:5885.94580 validation_1-mae:6358.16309 [229] validation_0-mae:5884.36572 validation_1-mae:6358.16553 [230] validation_0-mae:5880.19775 validation_1-mae:6358.09522 [231] validation_0-mae:5876.86426 validation_1-mae:6355.58789 [232] validation_0-mae:5875.33350 validation_1-mae:6354.82959 [233] validation_0-mae:5873.52051 validation_1-mae:6354.18359 [234] validation_0-mae:5867.85498 validation_1-mae:6350.76807 [235] validation_0-mae:5865.45166 validation_1-mae:6349.63818 [236] validation_0-mae:5861.61816 validation_1-mae:6348.22119 [237] validation_0-mae:5859.64697 validation_1-mae:6348.45801 [238] validation_0-mae:5852.35889 validation_1-mae:6344.12500 [239] validation_0-mae:5850.00147 validation_1-mae:6343.10156 [240] validation_0-mae:5845.87549 validation_1-mae:6341.46973 [241] validation_0-mae:5842.41309 validation_1-mae:6341.11279 [242] validation_0-mae:5838.49316 validation_1-mae:6339.97705 [243] validation_0-mae:5834.91064 validation_1-mae:6338.73828 [244] validation_0-mae:5832.57959 validation_1-mae:6338.23486 [245] validation_0-mae:5829.37549 validation_1-mae:6336.98193 [246] validation_0-mae:5828.75488 validation_1-mae:6336.98975 [247] validation_0-mae:5823.55322 validation_1-mae:6332.02734 [248] validation_0-mae:5821.03418 validation_1-mae:6331.35547 [249] validation_0-mae:5817.36328 validation_1-mae:6329.75000 [250] validation_0-mae:5814.35742 validation_1-mae:6328.58154 [251] validation_0-mae:5810.18213 validation_1-mae:6325.21728 [252] validation_0-mae:5808.77539 validation_1-mae:6324.62598 [253] validation_0-mae:5805.55225 validation_1-mae:6323.58936 [254] validation_0-mae:5802.99805 validation_1-mae:6323.30225 [255] validation_0-mae:5799.75586 validation_1-mae:6322.40625 [256] validation_0-mae:5796.94531 validation_1-mae:6320.77441 [257] validation_0-mae:5794.22852 validation_1-mae:6320.85205 [258] validation_0-mae:5792.69971 validation_1-mae:6320.74609 [259] validation_0-mae:5789.56397 validation_1-mae:6318.55713 [260] validation_0-mae:5787.17090 validation_1-mae:6318.85156 [261] validation_0-mae:5783.81445 validation_1-mae:6317.96582 [262] validation_0-mae:5781.80518 validation_1-mae:6317.62451 [263] validation_0-mae:5779.46045 validation_1-mae:6316.53564 [264] validation_0-mae:5778.73242 validation_1-mae:6316.40869 [265] validation_0-mae:5774.12158 validation_1-mae:6312.34863 [266] validation_0-mae:5767.94775 validation_1-mae:6310.10303 [267] validation_0-mae:5761.48584 validation_1-mae:6307.43799 [268] validation_0-mae:5758.90576 validation_1-mae:6305.78027 [269] validation_0-mae:5752.86572 validation_1-mae:6302.94482 [270] validation_0-mae:5749.25879 validation_1-mae:6300.52734 [271] validation_0-mae:5747.39258 validation_1-mae:6300.03906 [272] validation_0-mae:5746.16650 validation_1-mae:6300.15478 [273] validation_0-mae:5743.83301 validation_1-mae:6298.99121 [274] validation_0-mae:5742.53320 validation_1-mae:6299.35889 [275] validation_0-mae:5736.65332 validation_1-mae:6295.28174 [276] validation_0-mae:5733.99512 validation_1-mae:6294.43066 [277] validation_0-mae:5731.23291 validation_1-mae:6294.04004 [278] validation_0-mae:5729.65088 validation_1-mae:6292.57812 [279] validation_0-mae:5727.34570 validation_1-mae:6292.11377 [280] validation_0-mae:5726.70117 validation_1-mae:6291.54688 [281] validation_0-mae:5724.68066 validation_1-mae:6290.51221 [282] validation_0-mae:5722.72070 validation_1-mae:6289.95898 [283] validation_0-mae:5720.15576 validation_1-mae:6287.20996 [284] validation_0-mae:5716.33301 validation_1-mae:6283.90967 [285] validation_0-mae:5711.16943 validation_1-mae:6280.50684 [286] validation_0-mae:5708.41016 validation_1-mae:6278.96387 [287] validation_0-mae:5702.88379 validation_1-mae:6276.28955 [288] validation_0-mae:5701.03027 validation_1-mae:6276.18555 [289] validation_0-mae:5697.04785 validation_1-mae:6274.46484 [290] validation_0-mae:5694.19971 validation_1-mae:6272.23682 [291] validation_0-mae:5690.37207 validation_1-mae:6269.50684 [292] validation_0-mae:5688.55029 validation_1-mae:6269.14893 [293] validation_0-mae:5686.53662 validation_1-mae:6268.76123 [294] validation_0-mae:5685.89160 validation_1-mae:6268.28418 [295] validation_0-mae:5684.77051 validation_1-mae:6267.61768 [296] validation_0-mae:5682.26953 validation_1-mae:6266.24072 [297] validation_0-mae:5679.88721 validation_1-mae:6265.48779 [298] validation_0-mae:5677.99316 validation_1-mae:6265.17529 [299] validation_0-mae:5672.74219 validation_1-mae:6263.22412 [300] validation_0-mae:5667.50000 validation_1-mae:6260.92236 [301] validation_0-mae:5666.15332 validation_1-mae:6260.58252 [302] validation_0-mae:5664.76562 validation_1-mae:6260.27588 [303] validation_0-mae:5661.56250 validation_1-mae:6259.84131 [304] validation_0-mae:5661.00684 validation_1-mae:6259.88330 [305] validation_0-mae:5660.25000 validation_1-mae:6260.34131 [306] validation_0-mae:5656.91797 validation_1-mae:6259.10156 [307] validation_0-mae:5653.33984 validation_1-mae:6257.90186 [308] validation_0-mae:5651.70312 validation_1-mae:6257.99414 [309] validation_0-mae:5649.88379 validation_1-mae:6257.33252 [310] validation_0-mae:5644.46045 validation_1-mae:6253.66748 [311] validation_0-mae:5642.54297 validation_1-mae:6252.72656 [312] validation_0-mae:5638.64600 validation_1-mae:6250.86572 [313] validation_0-mae:5636.39648 validation_1-mae:6251.26123 [314] validation_0-mae:5633.46924 validation_1-mae:6250.48535 [315] validation_0-mae:5631.54883 validation_1-mae:6249.80811 [316] validation_0-mae:5630.19922 validation_1-mae:6248.84961 [317] validation_0-mae:5626.98145 validation_1-mae:6248.08154 [318] validation_0-mae:5622.29541 validation_1-mae:6245.76270 [319] validation_0-mae:5620.19727 validation_1-mae:6245.36035 [320] validation_0-mae:5618.03711 validation_1-mae:6245.38916 [321] validation_0-mae:5615.63281 validation_1-mae:6245.34961 [322] validation_0-mae:5612.06885 validation_1-mae:6243.04102 [323] validation_0-mae:5611.18066 validation_1-mae:6242.93897 [324] validation_0-mae:5608.56055 validation_1-mae:6242.80176 [325] validation_0-mae:5605.81934 validation_1-mae:6243.80322 [326] validation_0-mae:5603.93457 validation_1-mae:6242.76367 [327] validation_0-mae:5601.95117 validation_1-mae:6242.32959 [328] validation_0-mae:5599.34326 validation_1-mae:6239.87647 [329] validation_0-mae:5597.61816 validation_1-mae:6239.31494 [330] validation_0-mae:5596.67969 validation_1-mae:6239.60059 [331] validation_0-mae:5594.22510 validation_1-mae:6238.36279 [332] validation_0-mae:5593.84375 validation_1-mae:6237.90332 [333] validation_0-mae:5592.05029 validation_1-mae:6237.98389 [334] validation_0-mae:5589.32959 validation_1-mae:6237.68555 [335] validation_0-mae:5586.58447 validation_1-mae:6237.11182 [336] validation_0-mae:5585.19824 validation_1-mae:6237.03125 [337] validation_0-mae:5583.89307 validation_1-mae:6236.41260 [338] validation_0-mae:5579.77344 validation_1-mae:6235.06299 [339] validation_0-mae:5578.68897 validation_1-mae:6235.18457 [340] validation_0-mae:5577.52539 validation_1-mae:6234.91504 [341] validation_0-mae:5576.28418 validation_1-mae:6234.60547 [342] validation_0-mae:5575.17090 validation_1-mae:6233.69531 [343] validation_0-mae:5572.52734 validation_1-mae:6231.76758 [344] validation_0-mae:5567.56836 validation_1-mae:6228.92432 [345] validation_0-mae:5565.45752 validation_1-mae:6229.94238 [346] validation_0-mae:5563.94678 validation_1-mae:6230.02734 [347] validation_0-mae:5560.85400 validation_1-mae:6228.87988 [348] validation_0-mae:5556.77002 validation_1-mae:6226.53906 [349] validation_0-mae:5554.61182 validation_1-mae:6226.36133 [350] validation_0-mae:5553.04932 validation_1-mae:6225.65576 [351] validation_0-mae:5551.42822 validation_1-mae:6224.55566 [352] validation_0-mae:5549.16309 validation_1-mae:6223.46094 [353] validation_0-mae:5548.87061 validation_1-mae:6223.22412 [354] validation_0-mae:5547.59961 validation_1-mae:6222.59082 [355] validation_0-mae:5546.55566 validation_1-mae:6222.32178 [356] validation_0-mae:5543.72949 validation_1-mae:6221.22852 [357] validation_0-mae:5542.17285 validation_1-mae:6220.78955 [358] validation_0-mae:5540.55859 validation_1-mae:6219.93115 [359] validation_0-mae:5539.74023 validation_1-mae:6220.01416 [360] validation_0-mae:5538.39307 validation_1-mae:6219.82715 [361] validation_0-mae:5536.78711 validation_1-mae:6219.41504 [362] validation_0-mae:5532.66992 validation_1-mae:6218.63379 [363] validation_0-mae:5532.07373 validation_1-mae:6218.61426 [364] validation_0-mae:5531.25488 validation_1-mae:6219.22363 [365] validation_0-mae:5527.74463 validation_1-mae:6217.65772 [366] validation_0-mae:5522.49609 validation_1-mae:6215.60400 [367] validation_0-mae:5519.62744 validation_1-mae:6214.08984 [368] validation_0-mae:5515.32568 validation_1-mae:6212.08350 [369] validation_0-mae:5513.62402 validation_1-mae:6211.40186 [370] validation_0-mae:5510.89990 validation_1-mae:6211.69238 [371] validation_0-mae:5510.00732 validation_1-mae:6211.68848 [372] validation_0-mae:5509.30371 validation_1-mae:6211.10059 [373] validation_0-mae:5508.41309 validation_1-mae:6211.05664 [374] validation_0-mae:5507.63672 validation_1-mae:6211.07324 [375] validation_0-mae:5505.85986 validation_1-mae:6210.39062 [376] validation_0-mae:5503.49170 validation_1-mae:6210.31689 [377] validation_0-mae:5499.67236 validation_1-mae:6207.76318 [378] validation_0-mae:5498.79980 validation_1-mae:6207.84180 [379] validation_0-mae:5495.36084 validation_1-mae:6205.95410 [380] validation_0-mae:5492.87402 validation_1-mae:6205.31103 [381] validation_0-mae:5490.34766 validation_1-mae:6205.14258 [382] validation_0-mae:5489.11816 validation_1-mae:6205.15772 [383] validation_0-mae:5488.00098 validation_1-mae:6204.69922 [384] validation_0-mae:5486.94482 validation_1-mae:6204.73975 [385] validation_0-mae:5485.96387 validation_1-mae:6204.63477 [386] validation_0-mae:5483.21240 validation_1-mae:6203.97656 [387] validation_0-mae:5481.25732 validation_1-mae:6202.89160 [388] validation_0-mae:5476.82764 validation_1-mae:6200.65186 [389] validation_0-mae:5475.03809 validation_1-mae:6199.59961 [390] validation_0-mae:5471.94922 validation_1-mae:6196.87647 [391] validation_0-mae:5469.92822 validation_1-mae:6195.24121 [392] validation_0-mae:5468.92285 validation_1-mae:6194.86377 [393] validation_0-mae:5468.28418 validation_1-mae:6194.70947 [394] validation_0-mae:5466.18603 validation_1-mae:6193.06787 [395] validation_0-mae:5465.18701 validation_1-mae:6192.06689 [396] validation_0-mae:5464.68164 validation_1-mae:6192.12451 [397] validation_0-mae:5460.38770 validation_1-mae:6190.11084 [398] validation_0-mae:5459.28613 validation_1-mae:6190.09717 [399] validation_0-mae:5458.59473 validation_1-mae:6190.02051 [400] validation_0-mae:5458.09375 validation_1-mae:6190.00439 [401] validation_0-mae:5457.02246 validation_1-mae:6190.14062 [402] validation_0-mae:5454.27002 validation_1-mae:6188.93897 [403] validation_0-mae:5450.25391 validation_1-mae:6186.87695 [404] validation_0-mae:5448.07129 validation_1-mae:6186.96484 [405] validation_0-mae:5445.97852 validation_1-mae:6187.42480 [406] validation_0-mae:5444.80029 validation_1-mae:6186.79199 [407] validation_0-mae:5443.71875 validation_1-mae:6186.76514 [408] validation_0-mae:5441.19092 validation_1-mae:6186.80371 [409] validation_0-mae:5439.27930 validation_1-mae:6185.90039 [410] validation_0-mae:5437.43555 validation_1-mae:6184.99951 [411] validation_0-mae:5436.44775 validation_1-mae:6184.85791 [412] validation_0-mae:5434.28809 validation_1-mae:6184.27930 [413] validation_0-mae:5433.31006 validation_1-mae:6184.16748 [414] validation_0-mae:5432.70801 validation_1-mae:6183.84766 [415] validation_0-mae:5430.69873 validation_1-mae:6182.26025 [416] validation_0-mae:5427.68555 validation_1-mae:6181.86377 [417] validation_0-mae:5427.16455 validation_1-mae:6181.66699 [418] validation_0-mae:5425.21338 validation_1-mae:6181.70898 [419] validation_0-mae:5424.06152 validation_1-mae:6181.50684 [420] validation_0-mae:5422.55127 validation_1-mae:6181.37695 [421] validation_0-mae:5420.84424 validation_1-mae:6180.59912 [422] validation_0-mae:5417.73486 validation_1-mae:6178.87842 [423] validation_0-mae:5416.00537 validation_1-mae:6177.91309 [424] validation_0-mae:5414.82373 validation_1-mae:6177.43018 [425] validation_0-mae:5413.44043 validation_1-mae:6177.65820 [426] validation_0-mae:5411.55615 validation_1-mae:6177.33691 [427] validation_0-mae:5410.25977 validation_1-mae:6177.11719 [428] validation_0-mae:5408.04639 validation_1-mae:6176.18945 [429] validation_0-mae:5406.33008 validation_1-mae:6175.98730 [430] validation_0-mae:5404.61279 validation_1-mae:6175.91699 [431] validation_0-mae:5399.51221 validation_1-mae:6171.58447 [432] validation_0-mae:5399.36719 validation_1-mae:6171.57227 [433] validation_0-mae:5397.23438 validation_1-mae:6171.31103 [434] validation_0-mae:5393.59326 validation_1-mae:6169.13623 [435] validation_0-mae:5390.44678 validation_1-mae:6167.54150 [436] validation_0-mae:5388.71728 validation_1-mae:6168.09522 [437] validation_0-mae:5385.69287 validation_1-mae:6167.67432 [438] validation_0-mae:5384.57471 validation_1-mae:6168.06885 [439] validation_0-mae:5381.83545 validation_1-mae:6167.64941 [440] validation_0-mae:5376.39453 validation_1-mae:6165.40137 [441] validation_0-mae:5373.78076 validation_1-mae:6164.98779 [442] validation_0-mae:5371.17773 validation_1-mae:6165.12891 [443] validation_0-mae:5369.09033 validation_1-mae:6164.15430 [444] validation_0-mae:5367.85352 validation_1-mae:6164.60547 [445] validation_0-mae:5365.29785 validation_1-mae:6163.34814 [446] validation_0-mae:5362.25830 validation_1-mae:6162.44482 [447] validation_0-mae:5360.52051 validation_1-mae:6162.06201 [448] validation_0-mae:5359.09863 validation_1-mae:6162.10498 [449] validation_0-mae:5358.63428 validation_1-mae:6162.21484 [450] validation_0-mae:5357.86572 validation_1-mae:6162.11426 [451] validation_0-mae:5357.72607 validation_1-mae:6162.22852 [452] validation_0-mae:5356.06103 validation_1-mae:6161.80078 [453] validation_0-mae:5352.85596 validation_1-mae:6159.95605 [454] validation_0-mae:5351.74707 validation_1-mae:6159.74463 [455] validation_0-mae:5350.92090 validation_1-mae:6159.30420 [456] validation_0-mae:5348.84522 validation_1-mae:6158.95020 [457] validation_0-mae:5347.27832 validation_1-mae:6158.57861 [458] validation_0-mae:5346.61133 validation_1-mae:6158.26172 [459] validation_0-mae:5345.85498 validation_1-mae:6158.03076 [460] validation_0-mae:5343.66211 validation_1-mae:6157.18018 [461] validation_0-mae:5341.93945 validation_1-mae:6156.01904 [462] validation_0-mae:5341.00732 validation_1-mae:6155.46728 [463] validation_0-mae:5340.27978 validation_1-mae:6155.58252 [464] validation_0-mae:5338.98828 validation_1-mae:6155.40918 [465] validation_0-mae:5337.49463 validation_1-mae:6155.89844 [466] validation_0-mae:5337.06445 validation_1-mae:6155.66309 [467] validation_0-mae:5336.52148 validation_1-mae:6155.34766 [468] validation_0-mae:5335.09668 validation_1-mae:6155.50781 [469] validation_0-mae:5334.71973 validation_1-mae:6155.51074 [470] validation_0-mae:5333.92676 validation_1-mae:6155.61377 [471] validation_0-mae:5331.16650 validation_1-mae:6154.59228 [472] validation_0-mae:5329.08594 validation_1-mae:6154.44873 [473] validation_0-mae:5326.19873 validation_1-mae:6153.63916 [474] validation_0-mae:5324.02344 validation_1-mae:6152.29590 [475] validation_0-mae:5322.65186 validation_1-mae:6151.58838 [476] validation_0-mae:5319.91016 validation_1-mae:6151.32080 [477] validation_0-mae:5318.43506 validation_1-mae:6150.79297 [478] validation_0-mae:5318.08447 validation_1-mae:6150.58984 [479] validation_0-mae:5317.94629 validation_1-mae:6150.62207 [480] validation_0-mae:5315.59668 validation_1-mae:6149.97070 [481] validation_0-mae:5313.79736 validation_1-mae:6149.58105 [482] validation_0-mae:5311.36768 validation_1-mae:6149.89209 [483] validation_0-mae:5309.56152 validation_1-mae:6149.97412 [484] validation_0-mae:5306.36914 validation_1-mae:6149.23682 [485] validation_0-mae:5303.94385 validation_1-mae:6148.60156 [486] validation_0-mae:5302.04736 validation_1-mae:6148.50195 [487] validation_0-mae:5300.04980 validation_1-mae:6148.08447 [488] validation_0-mae:5298.75684 validation_1-mae:6148.12793 [489] validation_0-mae:5297.74902 validation_1-mae:6147.47266 [490] validation_0-mae:5296.08154 validation_1-mae:6147.53223 [491] validation_0-mae:5294.35742 validation_1-mae:6146.67627 [492] validation_0-mae:5294.14551 validation_1-mae:6146.56201 [493] validation_0-mae:5293.12647 validation_1-mae:6146.08398 [494] validation_0-mae:5292.08545 validation_1-mae:6146.32129 [495] validation_0-mae:5291.83105 validation_1-mae:6146.32275 [496] validation_0-mae:5290.84766 validation_1-mae:6146.28662 [497] validation_0-mae:5289.49609 validation_1-mae:6146.35156 [498] validation_0-mae:5287.60693 validation_1-mae:6145.64600 [499] validation_0-mae:5286.22949 validation_1-mae:6144.97656 [500] validation_0-mae:5283.80664 validation_1-mae:6144.08252 [501] validation_0-mae:5280.06738 validation_1-mae:6143.73779 [502] validation_0-mae:5277.59863 validation_1-mae:6142.61670 [503] validation_0-mae:5276.06787 validation_1-mae:6142.09082 [504] validation_0-mae:5275.19336 validation_1-mae:6142.00195 [505] validation_0-mae:5272.92578 validation_1-mae:6141.91992 [506] validation_0-mae:5271.32178 validation_1-mae:6141.73242 [507] validation_0-mae:5268.56152 validation_1-mae:6141.06152 [508] validation_0-mae:5266.76221 validation_1-mae:6140.82080 [509] validation_0-mae:5264.11035 validation_1-mae:6141.14648 [510] validation_0-mae:5263.35742 validation_1-mae:6141.02881 [511] validation_0-mae:5261.79297 validation_1-mae:6140.36426 [512] validation_0-mae:5259.67139 validation_1-mae:6139.41650 [513] validation_0-mae:5256.95703 validation_1-mae:6137.89062 [514] validation_0-mae:5255.53174 validation_1-mae:6137.78418 [515] validation_0-mae:5253.50732 validation_1-mae:6137.55713 [516] validation_0-mae:5248.74609 validation_1-mae:6136.25293 [517] validation_0-mae:5247.15527 validation_1-mae:6135.91455 [518] validation_0-mae:5245.40478 validation_1-mae:6136.06787 [519] validation_0-mae:5244.79346 validation_1-mae:6136.05811 [520] validation_0-mae:5242.93408 validation_1-mae:6136.97949 [521] validation_0-mae:5241.52832 validation_1-mae:6136.81738 [522] validation_0-mae:5239.86768 validation_1-mae:6137.09424 [523] validation_0-mae:5239.00537 validation_1-mae:6136.72217 [524] validation_0-mae:5238.53516 validation_1-mae:6136.62305 [525] validation_0-mae:5238.16602 validation_1-mae:6136.65088 [526] validation_0-mae:5236.85156 validation_1-mae:6135.83496 [527] validation_0-mae:5234.84766 validation_1-mae:6135.48242 [528] validation_0-mae:5231.88135 validation_1-mae:6134.15674 [529] validation_0-mae:5228.40967 validation_1-mae:6133.18750 [530] validation_0-mae:5228.04492 validation_1-mae:6132.97656 [531] validation_0-mae:5227.30518 validation_1-mae:6133.08496 [532] validation_0-mae:5226.55225 validation_1-mae:6132.84424 [533] validation_0-mae:5225.07324 validation_1-mae:6132.77978 [534] validation_0-mae:5222.37012 validation_1-mae:6131.39990 [535] validation_0-mae:5221.34522 validation_1-mae:6130.64990 [536] validation_0-mae:5220.12256 validation_1-mae:6131.09424 [537] validation_0-mae:5218.48828 validation_1-mae:6131.46094 [538] validation_0-mae:5217.28125 validation_1-mae:6130.81445 [539] validation_0-mae:5216.17041 validation_1-mae:6130.33154 [540] validation_0-mae:5214.12939 validation_1-mae:6129.86328 [541] validation_0-mae:5211.81445 validation_1-mae:6128.43262 [542] validation_0-mae:5210.95605 validation_1-mae:6128.67041 [543] validation_0-mae:5208.75488 validation_1-mae:6128.09424 [544] validation_0-mae:5207.47314 validation_1-mae:6128.26221 [545] validation_0-mae:5206.99268 validation_1-mae:6128.01807 [546] validation_0-mae:5204.33984 validation_1-mae:6127.44971 [547] validation_0-mae:5202.56055 validation_1-mae:6126.48242 [548] validation_0-mae:5201.46875 validation_1-mae:6126.49268 [549] validation_0-mae:5199.18408 validation_1-mae:6125.52490 [550] validation_0-mae:5198.15381 validation_1-mae:6125.47852 [551] validation_0-mae:5197.93750 validation_1-mae:6125.60547 [552] validation_0-mae:5196.51709 validation_1-mae:6124.69922 [553] validation_0-mae:5193.58643 validation_1-mae:6123.07666 [554] validation_0-mae:5192.84570 validation_1-mae:6122.87451 [555] validation_0-mae:5192.29492 validation_1-mae:6122.76660 [556] validation_0-mae:5192.08984 validation_1-mae:6122.88770 [557] validation_0-mae:5189.81055 validation_1-mae:6122.44922 [558] validation_0-mae:5188.37305 validation_1-mae:6122.14990 [559] validation_0-mae:5187.87500 validation_1-mae:6121.90820 [560] validation_0-mae:5185.56006 validation_1-mae:6121.26270 [561] validation_0-mae:5182.96484 validation_1-mae:6119.99853 [562] validation_0-mae:5181.51660 validation_1-mae:6119.49414 [563] validation_0-mae:5179.04736 validation_1-mae:6119.47803 [564] validation_0-mae:5177.17871 validation_1-mae:6118.76172 [565] validation_0-mae:5175.93115 validation_1-mae:6118.77393 [566] validation_0-mae:5173.27539 validation_1-mae:6118.60303 [567] validation_0-mae:5172.30566 validation_1-mae:6118.64551 [568] validation_0-mae:5171.28516 validation_1-mae:6118.67920 [569] validation_0-mae:5168.63379 validation_1-mae:6119.10498 [570] validation_0-mae:5168.27588 validation_1-mae:6119.20068 [571] validation_0-mae:5167.49316 validation_1-mae:6118.99219 [572] validation_0-mae:5166.17920 validation_1-mae:6119.65625 [573] validation_0-mae:5164.94824 validation_1-mae:6118.93506 [574] validation_0-mae:5163.40478 validation_1-mae:6118.87598 [575] validation_0-mae:5162.37012 validation_1-mae:6118.84522 [576] validation_0-mae:5160.94336 validation_1-mae:6119.14355 [577] validation_0-mae:5158.71680 validation_1-mae:6118.51367 [578] validation_0-mae:5157.32129 validation_1-mae:6117.93311 [579] validation_0-mae:5156.18603 validation_1-mae:6117.58887 [580] validation_0-mae:5155.71875 validation_1-mae:6117.50635 [581] validation_0-mae:5154.48438 validation_1-mae:6117.74658 [582] validation_0-mae:5152.54004 validation_1-mae:6117.69678 [583] validation_0-mae:5151.10889 validation_1-mae:6116.65332 [584] validation_0-mae:5150.28906 validation_1-mae:6116.89600 [585] validation_0-mae:5149.67432 validation_1-mae:6116.68945 [586] validation_0-mae:5148.75244 validation_1-mae:6116.24902 [587] validation_0-mae:5146.91113 validation_1-mae:6115.69482 [588] validation_0-mae:5146.00439 validation_1-mae:6115.70557 [589] validation_0-mae:5145.44092 validation_1-mae:6115.44434 [590] validation_0-mae:5144.51025 validation_1-mae:6115.33105 [591] validation_0-mae:5143.43359 validation_1-mae:6115.57520 [592] validation_0-mae:5142.28174 validation_1-mae:6115.74219 [593] validation_0-mae:5140.86035 validation_1-mae:6115.37988 [594] validation_0-mae:5137.52393 validation_1-mae:6114.12988 [595] validation_0-mae:5136.29150 validation_1-mae:6114.41650 [596] validation_0-mae:5134.29541 validation_1-mae:6112.99609 [597] validation_0-mae:5131.93457 validation_1-mae:6111.95117 [598] validation_0-mae:5130.41357 validation_1-mae:6111.90576 [599] validation_0-mae:5129.03613 validation_1-mae:6111.31201 [600] validation_0-mae:5128.39014 validation_1-mae:6111.64795 [601] validation_0-mae:5126.60156 validation_1-mae:6110.96289 [602] validation_0-mae:5124.42920 validation_1-mae:6110.56103 [603] validation_0-mae:5122.52734 validation_1-mae:6109.85400 [604] validation_0-mae:5120.95508 validation_1-mae:6110.32080 [605] validation_0-mae:5119.58203 validation_1-mae:6110.70752 [606] validation_0-mae:5117.94629 validation_1-mae:6110.43701 [607] validation_0-mae:5117.54199 validation_1-mae:6110.46728 [608] validation_0-mae:5115.61328 validation_1-mae:6109.15674 [609] validation_0-mae:5114.09180 validation_1-mae:6108.86475 [610] validation_0-mae:5113.36963 validation_1-mae:6108.52490 [611] validation_0-mae:5112.84912 validation_1-mae:6108.29102 [612] validation_0-mae:5111.04102 validation_1-mae:6107.11084 [613] validation_0-mae:5108.77832 validation_1-mae:6106.80859 [614] validation_0-mae:5106.71338 validation_1-mae:6106.13867 [615] validation_0-mae:5101.68457 validation_1-mae:6105.20850 [616] validation_0-mae:5100.32422 validation_1-mae:6105.15088 [617] validation_0-mae:5098.98633 validation_1-mae:6104.30078 [618] validation_0-mae:5097.59668 validation_1-mae:6104.06348 [619] validation_0-mae:5095.39209 validation_1-mae:6102.63770 [620] validation_0-mae:5093.68848 validation_1-mae:6102.88818 [621] validation_0-mae:5089.95361 validation_1-mae:6102.10742 [622] validation_0-mae:5087.69434 validation_1-mae:6101.52490 [623] validation_0-mae:5086.54736 validation_1-mae:6101.40918 [624] validation_0-mae:5085.87500 validation_1-mae:6101.77051 [625] validation_0-mae:5085.17285 validation_1-mae:6101.79004 [626] validation_0-mae:5084.36963 validation_1-mae:6102.23828 [627] validation_0-mae:5082.79102 validation_1-mae:6101.39990 [628] validation_0-mae:5081.80273 validation_1-mae:6101.53760 [629] validation_0-mae:5080.20557 validation_1-mae:6100.69727 [630] validation_0-mae:5078.14014 validation_1-mae:6100.14209 [631] validation_0-mae:5076.97461 validation_1-mae:6099.53076 [632] validation_0-mae:5075.94873 validation_1-mae:6099.53125 [633] validation_0-mae:5075.65088 validation_1-mae:6099.38477 [634] validation_0-mae:5075.36084 validation_1-mae:6099.27393 [635] validation_0-mae:5073.67725 validation_1-mae:6098.19824 [636] validation_0-mae:5071.37061 validation_1-mae:6097.30225 [637] validation_0-mae:5069.38867 validation_1-mae:6097.11816 [638] validation_0-mae:5067.88037 validation_1-mae:6096.53320 [639] validation_0-mae:5066.09912 validation_1-mae:6096.65478 [640] validation_0-mae:5064.82666 validation_1-mae:6096.36719 [641] validation_0-mae:5063.49316 validation_1-mae:6095.68066 [642] validation_0-mae:5061.35400 validation_1-mae:6096.53809 [643] validation_0-mae:5060.26562 validation_1-mae:6096.65625 [644] validation_0-mae:5059.69629 validation_1-mae:6096.85889 [645] validation_0-mae:5059.22266 validation_1-mae:6096.68750 [646] validation_0-mae:5058.07373 validation_1-mae:6096.59424 [647] validation_0-mae:5057.92676 validation_1-mae:6096.69092 [648] validation_0-mae:5056.32812 validation_1-mae:6096.02930 [649] validation_0-mae:5055.20605 validation_1-mae:6096.02978 [650] validation_0-mae:5052.81885 validation_1-mae:6095.57373 [651] validation_0-mae:5051.68652 validation_1-mae:6095.35498 [652] validation_0-mae:5050.62647 validation_1-mae:6095.99658 [653] validation_0-mae:5049.34180 validation_1-mae:6096.25928 [654] validation_0-mae:5048.01074 validation_1-mae:6096.00098 [655] validation_0-mae:5047.10449 validation_1-mae:6095.51807 [656] validation_0-mae:5046.38037 validation_1-mae:6095.91699 [657] validation_0-mae:5043.00537 validation_1-mae:6094.44873 [658] validation_0-mae:5041.40723 validation_1-mae:6093.40820 [659] validation_0-mae:5040.10303 validation_1-mae:6093.42041 [660] validation_0-mae:5037.72607 validation_1-mae:6093.33447 [661] validation_0-mae:5035.31348 validation_1-mae:6092.31543 [662] validation_0-mae:5034.36816 validation_1-mae:6092.42285 [663] validation_0-mae:5034.05127 validation_1-mae:6092.41943 [664] validation_0-mae:5033.23633 validation_1-mae:6092.22266 [665] validation_0-mae:5031.62451 validation_1-mae:6091.48877 [666] validation_0-mae:5030.95801 validation_1-mae:6090.80469 [667] validation_0-mae:5029.54834 validation_1-mae:6091.17627 [668] validation_0-mae:5028.87109 validation_1-mae:6090.78760 [669] validation_0-mae:5028.60742 validation_1-mae:6090.72705 [670] validation_0-mae:5028.08301 validation_1-mae:6090.59863 [671] validation_0-mae:5026.09082 validation_1-mae:6090.21680 [672] validation_0-mae:5024.33057 validation_1-mae:6089.20410 [673] validation_0-mae:5021.76904 validation_1-mae:6087.81885 [674] validation_0-mae:5019.25098 validation_1-mae:6087.73584 [675] validation_0-mae:5018.36816 validation_1-mae:6087.66016 [676] validation_0-mae:5016.02197 validation_1-mae:6087.69336 [677] validation_0-mae:5014.54541 validation_1-mae:6087.47705 [678] validation_0-mae:5013.64209 validation_1-mae:6087.33301 [679] validation_0-mae:5012.35156 validation_1-mae:6087.10107 [680] validation_0-mae:5011.49316 validation_1-mae:6087.06250 [681] validation_0-mae:5010.96191 validation_1-mae:6087.01904 [682] validation_0-mae:5010.49268 validation_1-mae:6086.73096 [683] validation_0-mae:5009.05713 validation_1-mae:6086.32861 [684] validation_0-mae:5007.41650 validation_1-mae:6086.20459 [685] validation_0-mae:5006.69434 validation_1-mae:6086.21289 [686] validation_0-mae:5006.22656 validation_1-mae:6086.19092 [687] validation_0-mae:5005.71533 validation_1-mae:6086.17041 [688] validation_0-mae:5004.87012 validation_1-mae:6086.30469 [689] validation_0-mae:5003.57715 validation_1-mae:6086.17383 [690] validation_0-mae:5002.23486 validation_1-mae:6085.88184 [691] validation_0-mae:5002.04102 validation_1-mae:6085.65039 [692] validation_0-mae:5000.15772 validation_1-mae:6084.52734 [693] validation_0-mae:4999.19775 validation_1-mae:6084.72998 [694] validation_0-mae:4998.58740 validation_1-mae:6084.79932 [695] validation_0-mae:4997.86572 validation_1-mae:6084.39307 [696] validation_0-mae:4996.25928 validation_1-mae:6084.57520 [697] validation_0-mae:4995.93457 validation_1-mae:6084.84570 [698] validation_0-mae:4995.06982 validation_1-mae:6085.07373 [699] validation_0-mae:4993.68213 validation_1-mae:6084.54297 [700] validation_0-mae:4993.55225 validation_1-mae:6084.67871 [701] validation_0-mae:4993.26660 validation_1-mae:6084.62598 [702] validation_0-mae:4992.17090 validation_1-mae:6084.28418 [703] validation_0-mae:4991.39844 validation_1-mae:6084.09424 [704] validation_0-mae:4989.41113 validation_1-mae:6083.90186 [705] validation_0-mae:4987.05762 validation_1-mae:6083.07324 [706] validation_0-mae:4986.19580 validation_1-mae:6083.45020 [707] validation_0-mae:4983.20361 validation_1-mae:6081.89014 [708] validation_0-mae:4981.88232 validation_1-mae:6081.93213 [709] validation_0-mae:4978.92236 validation_1-mae:6082.06006 [710] validation_0-mae:4977.28711 validation_1-mae:6081.49170 [711] validation_0-mae:4976.23633 validation_1-mae:6081.15186 [712] validation_0-mae:4975.29199 validation_1-mae:6081.04492 [713] validation_0-mae:4974.10840 validation_1-mae:6080.70850 [714] validation_0-mae:4973.11914 validation_1-mae:6080.91211 [715] validation_0-mae:4972.22510 validation_1-mae:6080.70898 [716] validation_0-mae:4969.03564 validation_1-mae:6079.85254 [717] validation_0-mae:4966.31299 validation_1-mae:6077.38965 [718] validation_0-mae:4963.52393 validation_1-mae:6075.54102 [719] validation_0-mae:4961.20068 validation_1-mae:6075.50000 [720] validation_0-mae:4959.93506 validation_1-mae:6075.37353 [721] validation_0-mae:4957.90918 validation_1-mae:6075.32324 [722] validation_0-mae:4956.00537 validation_1-mae:6074.61475 [723] validation_0-mae:4951.74805 validation_1-mae:6073.17822 [724] validation_0-mae:4949.95996 validation_1-mae:6073.14746 [725] validation_0-mae:4947.34277 validation_1-mae:6072.10352 [726] validation_0-mae:4945.87842 validation_1-mae:6070.81982 [727] validation_0-mae:4944.95605 validation_1-mae:6070.58252 [728] validation_0-mae:4942.29883 validation_1-mae:6070.22510 [729] validation_0-mae:4940.48096 validation_1-mae:6069.91699 [730] validation_0-mae:4939.57080 validation_1-mae:6069.54590 [731] validation_0-mae:4937.14844 validation_1-mae:6068.75977 [732] validation_0-mae:4936.40625 validation_1-mae:6068.81152 [733] validation_0-mae:4933.95947 validation_1-mae:6068.53564 [734] validation_0-mae:4933.40723 validation_1-mae:6068.57080 [735] validation_0-mae:4932.56299 validation_1-mae:6068.68701 [736] validation_0-mae:4931.47998 validation_1-mae:6068.83789 [737] validation_0-mae:4930.57178 validation_1-mae:6068.54736 [738] validation_0-mae:4929.16260 validation_1-mae:6068.23828 [739] validation_0-mae:4928.98389 validation_1-mae:6068.43359 [740] validation_0-mae:4928.11035 validation_1-mae:6067.49951 [741] validation_0-mae:4926.85840 validation_1-mae:6067.59277 [742] validation_0-mae:4925.83691 validation_1-mae:6067.27441 [743] validation_0-mae:4924.31494 validation_1-mae:6067.35547 [744] validation_0-mae:4923.08154 validation_1-mae:6067.52637 [745] validation_0-mae:4921.74316 validation_1-mae:6067.18066 [746] validation_0-mae:4919.68066 validation_1-mae:6067.29199 [747] validation_0-mae:4919.19580 validation_1-mae:6067.40967 [748] validation_0-mae:4918.09863 validation_1-mae:6067.34326 [749] validation_0-mae:4915.82764 validation_1-mae:6066.80811 [750] validation_0-mae:4915.22705 validation_1-mae:6066.77734 [751] validation_0-mae:4914.25098 validation_1-mae:6066.57959 [752] validation_0-mae:4912.33398 validation_1-mae:6065.74902 [753] validation_0-mae:4911.01904 validation_1-mae:6065.16455 [754] validation_0-mae:4910.39697 validation_1-mae:6065.37061 [755] validation_0-mae:4907.85742 validation_1-mae:6064.94580 [756] validation_0-mae:4906.44580 validation_1-mae:6064.57959 [757] validation_0-mae:4903.94531 validation_1-mae:6064.08691 [758] validation_0-mae:4902.57861 validation_1-mae:6063.77734 [759] validation_0-mae:4902.33398 validation_1-mae:6063.77637 [760] validation_0-mae:4900.46631 validation_1-mae:6063.18750 [761] validation_0-mae:4900.36914 validation_1-mae:6063.20312 [762] validation_0-mae:4899.64697 validation_1-mae:6062.98389 [763] validation_0-mae:4899.55029 validation_1-mae:6063.10059 [764] validation_0-mae:4898.58838 validation_1-mae:6062.81152 [765] validation_0-mae:4896.34473 validation_1-mae:6062.28809 [766] validation_0-mae:4893.88574 validation_1-mae:6062.38867 [767] validation_0-mae:4892.87207 validation_1-mae:6062.01416 [768] validation_0-mae:4887.97412 validation_1-mae:6061.23242 [769] validation_0-mae:4886.51367 validation_1-mae:6061.05420 [770] validation_0-mae:4885.74609 validation_1-mae:6060.84863 [771] validation_0-mae:4884.40967 validation_1-mae:6060.37207 [772] validation_0-mae:4881.96777 validation_1-mae:6058.95947 [773] validation_0-mae:4880.31543 validation_1-mae:6058.37305 [774] validation_0-mae:4878.29395 validation_1-mae:6057.80762 [775] validation_0-mae:4876.54736 validation_1-mae:6058.31641 [776] validation_0-mae:4874.58398 validation_1-mae:6058.04590 [777] validation_0-mae:4873.91260 validation_1-mae:6057.97754 [778] validation_0-mae:4872.98926 validation_1-mae:6057.59473 [779] validation_0-mae:4870.57861 validation_1-mae:6057.96826 [780] validation_0-mae:4870.47900 validation_1-mae:6057.99365 [781] validation_0-mae:4869.46631 validation_1-mae:6058.14160 [782] validation_0-mae:4868.96973 validation_1-mae:6058.23682 [783] validation_0-mae:4868.68701 validation_1-mae:6058.37647 [784] validation_0-mae:4868.24609 validation_1-mae:6058.53711 [785] validation_0-mae:4867.46680 validation_1-mae:6058.76758 [786] validation_0-mae:4866.90332 validation_1-mae:6058.70703 [787] validation_0-mae:4865.02588 validation_1-mae:6058.61670 [788] validation_0-mae:4862.98682 validation_1-mae:6058.37451 [789] validation_0-mae:4862.65381 validation_1-mae:6058.16504 [790] validation_0-mae:4861.47266 validation_1-mae:6058.14844 [791] validation_0-mae:4859.75684 validation_1-mae:6058.33350 [792] validation_0-mae:4859.22559 validation_1-mae:6058.11621 [793] validation_0-mae:4857.17529 validation_1-mae:6058.65478 [794] validation_0-mae:4854.74658 validation_1-mae:6058.27295 [795] validation_0-mae:4852.81543 validation_1-mae:6058.65039 [796] validation_0-mae:4850.92041 validation_1-mae:6058.31689 [797] validation_0-mae:4849.14209 validation_1-mae:6058.09570 [798] validation_0-mae:4848.20801 validation_1-mae:6057.50684 [799] validation_0-mae:4846.55078 validation_1-mae:6056.83838 [800] validation_0-mae:4844.57422 validation_1-mae:6056.13379 [801] validation_0-mae:4843.84522 validation_1-mae:6056.19434 [802] validation_0-mae:4843.11621 validation_1-mae:6056.01318 [803] validation_0-mae:4842.05322 validation_1-mae:6056.03223 [804] validation_0-mae:4841.25781 validation_1-mae:6055.85156 [805] validation_0-mae:4840.25830 validation_1-mae:6056.03418 [806] validation_0-mae:4839.11914 validation_1-mae:6055.80518 [807] validation_0-mae:4837.98633 validation_1-mae:6055.90527 [808] validation_0-mae:4836.95654 validation_1-mae:6055.63818 [809] validation_0-mae:4834.92432 validation_1-mae:6054.90381 [810] validation_0-mae:4832.64258 validation_1-mae:6054.59863 [811] validation_0-mae:4832.21240 validation_1-mae:6054.64160 [812] validation_0-mae:4830.79150 validation_1-mae:6054.10840 [813] validation_0-mae:4829.35547 validation_1-mae:6053.33203 [814] validation_0-mae:4828.66699 validation_1-mae:6053.47607 [815] validation_0-mae:4827.39307 validation_1-mae:6053.66895 [816] validation_0-mae:4826.96924 validation_1-mae:6053.59228 [817] validation_0-mae:4825.01807 validation_1-mae:6053.62549 [818] validation_0-mae:4822.01953 validation_1-mae:6052.39648 [819] validation_0-mae:4820.38574 validation_1-mae:6052.21240 [820] validation_0-mae:4819.85498 validation_1-mae:6052.19238 [821] validation_0-mae:4819.52686 validation_1-mae:6051.96533 [822] validation_0-mae:4817.59277 validation_1-mae:6051.16016 [823] validation_0-mae:4816.53955 validation_1-mae:6051.33496 [824] validation_0-mae:4813.99170 validation_1-mae:6051.26367 [825] validation_0-mae:4812.32129 validation_1-mae:6049.73828 [826] validation_0-mae:4810.33789 validation_1-mae:6048.42578 [827] validation_0-mae:4809.01123 validation_1-mae:6048.07031 [828] validation_0-mae:4808.37842 validation_1-mae:6048.35156 [829] validation_0-mae:4807.15967 validation_1-mae:6047.75928 [830] validation_0-mae:4804.83691 validation_1-mae:6047.03564 [831] validation_0-mae:4803.30713 validation_1-mae:6046.53369 [832] validation_0-mae:4800.39209 validation_1-mae:6045.12842 [833] validation_0-mae:4798.74512 validation_1-mae:6044.89355 [834] validation_0-mae:4797.29297 validation_1-mae:6044.19971 [835] validation_0-mae:4795.64014 validation_1-mae:6043.66602 [836] validation_0-mae:4792.72168 validation_1-mae:6043.39160 [837] validation_0-mae:4790.77588 validation_1-mae:6042.69336 [838] validation_0-mae:4788.56494 validation_1-mae:6042.20703 [839] validation_0-mae:4785.86865 validation_1-mae:6041.30420 [840] validation_0-mae:4784.41309 validation_1-mae:6040.98096 [841] validation_0-mae:4782.70410 validation_1-mae:6040.71143 [842] validation_0-mae:4781.21631 validation_1-mae:6040.20752 [843] validation_0-mae:4780.08252 validation_1-mae:6039.84961 [844] validation_0-mae:4779.43994 validation_1-mae:6039.90381 [845] validation_0-mae:4777.79785 validation_1-mae:6039.66064 [846] validation_0-mae:4776.54395 validation_1-mae:6039.83789 [847] validation_0-mae:4775.92969 validation_1-mae:6039.95557 [848] validation_0-mae:4775.70557 validation_1-mae:6039.93262 [849] validation_0-mae:4774.46777 validation_1-mae:6040.59375 [850] validation_0-mae:4774.30908 validation_1-mae:6040.64697 [851] validation_0-mae:4773.17969 validation_1-mae:6040.53613 [852] validation_0-mae:4771.93897 validation_1-mae:6040.28613 [853] validation_0-mae:4770.34863 validation_1-mae:6039.81592 [854] validation_0-mae:4768.97559 validation_1-mae:6039.34375 [855] validation_0-mae:4767.56103 validation_1-mae:6039.39111 [856] validation_0-mae:4765.88379 validation_1-mae:6039.53857 [857] validation_0-mae:4765.08154 validation_1-mae:6039.36963 [858] validation_0-mae:4763.76465 validation_1-mae:6039.07275 [859] validation_0-mae:4762.95801 validation_1-mae:6039.41309 [860] validation_0-mae:4762.00244 validation_1-mae:6039.44922 [861] validation_0-mae:4760.07861 validation_1-mae:6039.86621 [862] validation_0-mae:4758.11523 validation_1-mae:6040.25098 [863] validation_0-mae:4756.67773 validation_1-mae:6040.46533 [864] validation_0-mae:4755.82617 validation_1-mae:6040.41602 [865] validation_0-mae:4754.82373 validation_1-mae:6040.37793 [866] validation_0-mae:4754.09619 validation_1-mae:6040.30420 [867] validation_0-mae:4753.15478 validation_1-mae:6040.35596 [868] validation_0-mae:4752.68164 validation_1-mae:6040.44482 [869] validation_0-mae:4751.70605 validation_1-mae:6040.42676 [870] validation_0-mae:4749.96533 validation_1-mae:6040.78760 [871] validation_0-mae:4748.65820 validation_1-mae:6041.14844 [872] validation_0-mae:4746.19824 validation_1-mae:6040.26416 [873] validation_0-mae:4744.15332 validation_1-mae:6039.60938 [874] validation_0-mae:4740.36768 validation_1-mae:6037.49365 [875] validation_0-mae:4739.31152 validation_1-mae:6037.91211 [876] validation_0-mae:4738.10010 validation_1-mae:6037.73340 [877] validation_0-mae:4737.20654 validation_1-mae:6037.41748 [878] validation_0-mae:4736.14893 validation_1-mae:6037.01123 [879] validation_0-mae:4735.35352 validation_1-mae:6037.23486 [880] validation_0-mae:4734.20264 validation_1-mae:6037.11377 [881] validation_0-mae:4732.87842 validation_1-mae:6037.69482 [882] validation_0-mae:4732.15283 validation_1-mae:6037.68945 [883] validation_0-mae:4730.68799 validation_1-mae:6036.91748 [884] validation_0-mae:4730.28662 validation_1-mae:6037.02148 [885] validation_0-mae:4729.80713 validation_1-mae:6036.86865 [886] validation_0-mae:4729.43262 validation_1-mae:6036.94189 [887] validation_0-mae:4729.07080 validation_1-mae:6036.78857 [888] validation_0-mae:4728.34522 validation_1-mae:6037.18555 [889] validation_0-mae:4726.45459 validation_1-mae:6036.91406 [890] validation_0-mae:4725.31543 validation_1-mae:6036.92725 [891] validation_0-mae:4724.86523 validation_1-mae:6036.92236 [892] validation_0-mae:4723.86426 validation_1-mae:6037.12988 [893] validation_0-mae:4722.77100 validation_1-mae:6037.16309 [894] validation_0-mae:4721.00244 validation_1-mae:6036.91797 [895] validation_0-mae:4720.50928 validation_1-mae:6036.99609 [896] validation_0-mae:4719.77393 validation_1-mae:6036.93506 [897] validation_0-mae:4718.50928 validation_1-mae:6037.23389 [898] validation_0-mae:4717.36279 validation_1-mae:6036.78125 [899] validation_0-mae:4714.54248 validation_1-mae:6035.80176 [900] validation_0-mae:4712.06445 validation_1-mae:6033.91406 [901] validation_0-mae:4710.73828 validation_1-mae:6033.88672 [902] validation_0-mae:4709.43945 validation_1-mae:6034.48535 [903] validation_0-mae:4708.64990 validation_1-mae:6034.65283 [904] validation_0-mae:4707.56689 validation_1-mae:6034.54932 [905] validation_0-mae:4706.37109 validation_1-mae:6034.53955 [906] validation_0-mae:4705.24512 validation_1-mae:6033.59473 [907] validation_0-mae:4703.23340 validation_1-mae:6033.68652 [908] validation_0-mae:4702.50684 validation_1-mae:6034.06592 [909] validation_0-mae:4702.38379 validation_1-mae:6034.19629 [910] validation_0-mae:4702.15234 validation_1-mae:6034.17236 [911] validation_0-mae:4700.91357 validation_1-mae:6034.90918 [912] validation_0-mae:4700.44336 validation_1-mae:6034.81836 [913] validation_0-mae:4699.47168 validation_1-mae:6034.88477 [914] validation_0-mae:4698.85156 validation_1-mae:6035.27002 [915] validation_0-mae:4698.35059 validation_1-mae:6034.71826 [916] validation_0-mae:4697.51807 validation_1-mae:6034.73291 [917] validation_0-mae:4696.19873 validation_1-mae:6035.04443 [918] validation_0-mae:4695.28760 validation_1-mae:6035.31299 [919] validation_0-mae:4693.62402 validation_1-mae:6034.60010 [920] validation_0-mae:4692.85840 validation_1-mae:6034.94629 [921] validation_0-mae:4691.94629 validation_1-mae:6034.65674 [922] validation_0-mae:4690.87695 validation_1-mae:6034.63965 [923] validation_0-mae:4689.60645 validation_1-mae:6033.81592 [924] validation_0-mae:4688.62207 validation_1-mae:6033.76855 [925] validation_0-mae:4686.71680 validation_1-mae:6033.37842 [926] validation_0-mae:4685.91748 validation_1-mae:6033.15137 [927] validation_0-mae:4684.90137 validation_1-mae:6033.50439 [928] validation_0-mae:4683.44824 validation_1-mae:6032.40527 [929] validation_0-mae:4683.32178 validation_1-mae:6032.36621 [930] validation_0-mae:4682.62695 validation_1-mae:6032.62549 [931] validation_0-mae:4681.56836 validation_1-mae:6032.40918 [932] validation_0-mae:4680.60107 validation_1-mae:6032.50537 [933] validation_0-mae:4678.71338 validation_1-mae:6032.43164 [934] validation_0-mae:4677.61230 validation_1-mae:6032.69727 [935] validation_0-mae:4676.26758 validation_1-mae:6032.63818 [936] validation_0-mae:4674.48877 validation_1-mae:6032.50830 [937] validation_0-mae:4672.36035 validation_1-mae:6031.34473 [938] validation_0-mae:4671.22217 validation_1-mae:6031.24658 [939] validation_0-mae:4669.27197 validation_1-mae:6031.00000 [940] validation_0-mae:4667.80420 validation_1-mae:6031.49951 [941] validation_0-mae:4667.20898 validation_1-mae:6031.15332 [942] validation_0-mae:4666.39746 validation_1-mae:6030.88818 [943] validation_0-mae:4665.57715 validation_1-mae:6030.63672 [944] validation_0-mae:4663.67383 validation_1-mae:6030.33447 [945] validation_0-mae:4662.64844 validation_1-mae:6029.98975 [946] validation_0-mae:4662.35059 validation_1-mae:6030.14551 [947] validation_0-mae:4660.67578 validation_1-mae:6029.04248 [948] validation_0-mae:4660.35645 validation_1-mae:6028.96338 [949] validation_0-mae:4658.54834 validation_1-mae:6029.49756 [950] validation_0-mae:4658.35107 validation_1-mae:6029.52002 [951] validation_0-mae:4656.94922 validation_1-mae:6029.39941 [952] validation_0-mae:4655.79150 validation_1-mae:6029.03027 [953] validation_0-mae:4654.80469 validation_1-mae:6029.10254 [954] validation_0-mae:4653.14746 validation_1-mae:6028.32910 [955] validation_0-mae:4651.09424 validation_1-mae:6028.78125 [956] validation_0-mae:4649.68799 validation_1-mae:6028.36914 [957] validation_0-mae:4648.42578 validation_1-mae:6028.38916 [958] validation_0-mae:4646.22022 validation_1-mae:6028.20654 [959] validation_0-mae:4644.43848 validation_1-mae:6027.83154 [960] validation_0-mae:4643.21875 validation_1-mae:6027.49268 [961] validation_0-mae:4641.09863 validation_1-mae:6026.80859 [962] validation_0-mae:4640.12793 validation_1-mae:6026.66357 [963] validation_0-mae:4639.46924 validation_1-mae:6026.58838 [964] validation_0-mae:4638.19775 validation_1-mae:6025.80811 [965] validation_0-mae:4636.35156 validation_1-mae:6025.20557 [966] validation_0-mae:4635.12500 validation_1-mae:6024.75928 [967] validation_0-mae:4633.56982 validation_1-mae:6024.06592 [968] validation_0-mae:4632.17041 validation_1-mae:6024.24902 [969] validation_0-mae:4631.23535 validation_1-mae:6024.05371 [970] validation_0-mae:4629.58008 validation_1-mae:6023.33691 [971] validation_0-mae:4628.18066 validation_1-mae:6023.44141 [972] validation_0-mae:4627.24609 validation_1-mae:6023.35840 [973] validation_0-mae:4626.57031 validation_1-mae:6023.26904 [974] validation_0-mae:4625.22949 validation_1-mae:6023.89502 [975] validation_0-mae:4623.81934 validation_1-mae:6024.21240 [976] validation_0-mae:4623.12012 validation_1-mae:6024.34668 [977] validation_0-mae:4622.42920 validation_1-mae:6024.14551 [978] validation_0-mae:4621.72705 validation_1-mae:6024.12891 [979] validation_0-mae:4621.32422 validation_1-mae:6023.93701 [980] validation_0-mae:4620.28857 validation_1-mae:6023.79004 [981] validation_0-mae:4620.14600 validation_1-mae:6023.81055 [982] validation_0-mae:4619.28857 validation_1-mae:6023.22803 [983] validation_0-mae:4617.91406 validation_1-mae:6023.56836 [984] validation_0-mae:4616.46484 validation_1-mae:6023.69238 [985] validation_0-mae:4614.26465 validation_1-mae:6023.68897 [986] validation_0-mae:4613.15576 validation_1-mae:6024.23730 [987] validation_0-mae:4612.09619 validation_1-mae:6024.22070 [988] validation_0-mae:4610.50293 validation_1-mae:6023.62793 [989] validation_0-mae:4609.72949 validation_1-mae:6023.24707 [990] validation_0-mae:4608.79150 validation_1-mae:6023.04590 [991] validation_0-mae:4607.08936 validation_1-mae:6023.24170 [992] validation_0-mae:4605.62500 validation_1-mae:6022.33545 [993] validation_0-mae:4603.98926 validation_1-mae:6021.52002 [994] validation_0-mae:4602.92480 validation_1-mae:6021.49414 [995] validation_0-mae:4602.28174 validation_1-mae:6021.36426 [996] validation_0-mae:4601.33008 validation_1-mae:6021.57471 [997] validation_0-mae:4600.06934 validation_1-mae:6021.50195 [998] validation_0-mae:4598.93701 validation_1-mae:6021.65478 [999] validation_0-mae:4597.88867 validation_1-mae:6020.93701 [1000] validation_0-mae:4596.12012 validation_1-mae:6020.42871 [1001] validation_0-mae:4595.60107 validation_1-mae:6020.13965 [1002] validation_0-mae:4594.05713 validation_1-mae:6020.58594 [1003] validation_0-mae:4593.36279 validation_1-mae:6020.72852 [1004] validation_0-mae:4592.42480 validation_1-mae:6021.09082 [1005] validation_0-mae:4591.26660 validation_1-mae:6021.50586 [1006] validation_0-mae:4590.60400 validation_1-mae:6021.55322 [1007] validation_0-mae:4590.08203 validation_1-mae:6021.47022 [1008] validation_0-mae:4589.06934 validation_1-mae:6020.67627 [1009] validation_0-mae:4588.46094 validation_1-mae:6020.91406 [1010] validation_0-mae:4586.90381 validation_1-mae:6020.97461 [1011] validation_0-mae:4586.10938 validation_1-mae:6020.89600 [1012] validation_0-mae:4583.97998 validation_1-mae:6020.60840 [1013] validation_0-mae:4583.11035 validation_1-mae:6020.17432 [1014] validation_0-mae:4582.81787 validation_1-mae:6019.93897 [1015] validation_0-mae:4581.95166 validation_1-mae:6019.50781 [1016] validation_0-mae:4580.76318 validation_1-mae:6019.29297 [1017] validation_0-mae:4579.65967 validation_1-mae:6019.34473 [1018] validation_0-mae:4579.06641 validation_1-mae:6018.94189 [1019] validation_0-mae:4577.19385 validation_1-mae:6019.46387 [1020] validation_0-mae:4576.40918 validation_1-mae:6019.37598 [1021] validation_0-mae:4576.11621 validation_1-mae:6019.08057 [1022] validation_0-mae:4575.68359 validation_1-mae:6019.07129 [1023] validation_0-mae:4575.04248 validation_1-mae:6018.54541 [1024] validation_0-mae:4573.60156 validation_1-mae:6018.60303 [1025] validation_0-mae:4572.52441 validation_1-mae:6018.29688 [1026] validation_0-mae:4571.69922 validation_1-mae:6018.52637 [1027] validation_0-mae:4569.66406 validation_1-mae:6018.43262 [1028] validation_0-mae:4567.62939 validation_1-mae:6016.84131 [1029] validation_0-mae:4566.66846 validation_1-mae:6016.93652 [1030] validation_0-mae:4565.05420 validation_1-mae:6016.57178 [1031] validation_0-mae:4562.69678 validation_1-mae:6015.52588 [1032] validation_0-mae:4561.29102 validation_1-mae:6015.19092 [1033] validation_0-mae:4559.73779 validation_1-mae:6015.32568 [1034] validation_0-mae:4558.67822 validation_1-mae:6015.23926 [1035] validation_0-mae:4556.98242 validation_1-mae:6015.27393 [1036] validation_0-mae:4556.33008 validation_1-mae:6015.07129 [1037] validation_0-mae:4555.53174 validation_1-mae:6014.95068 [1038] validation_0-mae:4553.96240 validation_1-mae:6015.64404 [1039] validation_0-mae:4553.14941 validation_1-mae:6015.67773 [1040] validation_0-mae:4551.51270 validation_1-mae:6015.53955 [1041] validation_0-mae:4550.55371 validation_1-mae:6015.69092 [1042] validation_0-mae:4549.58350 validation_1-mae:6015.36523 [1043] validation_0-mae:4548.36035 validation_1-mae:6015.73779 [1044] validation_0-mae:4547.44043 validation_1-mae:6015.57471 [1045] validation_0-mae:4546.09277 validation_1-mae:6015.55811 [1046] validation_0-mae:4545.40918 validation_1-mae:6015.45312 [1047] validation_0-mae:4543.48096 validation_1-mae:6015.51709 [1048] validation_0-mae:4541.80420 validation_1-mae:6015.34082 [1049] validation_0-mae:4540.69385 validation_1-mae:6015.44580 [1050] validation_0-mae:4539.44678 validation_1-mae:6016.12500 [1051] validation_0-mae:4538.60693 validation_1-mae:6016.03076 [1052] validation_0-mae:4537.35938 validation_1-mae:6015.86377 [1053] validation_0-mae:4536.67041 validation_1-mae:6015.92480 [1054] validation_0-mae:4535.62061 validation_1-mae:6015.18506 [1055] validation_0-mae:4534.18164 validation_1-mae:6014.47070 [1056] validation_0-mae:4533.42627 validation_1-mae:6014.75439 [1057] validation_0-mae:4533.08545 validation_1-mae:6014.62353 [1058] validation_0-mae:4531.63477 validation_1-mae:6013.82471 [1059] validation_0-mae:4530.45996 validation_1-mae:6013.78760 [1060] validation_0-mae:4529.05029 validation_1-mae:6013.83496 [1061] validation_0-mae:4527.99219 validation_1-mae:6014.03564 [1062] validation_0-mae:4527.31055 validation_1-mae:6014.17822 [1063] validation_0-mae:4525.79980 validation_1-mae:6014.96533 [1064] validation_0-mae:4524.53906 validation_1-mae:6014.88916 [1065] validation_0-mae:4523.54199 validation_1-mae:6014.73486 [1066] validation_0-mae:4522.23340 validation_1-mae:6014.87988 [1067] validation_0-mae:4521.31006 validation_1-mae:6015.18359 [1068] validation_0-mae:4519.50391 validation_1-mae:6014.21191 [1069] validation_0-mae:4518.54102 validation_1-mae:6014.43994 [1070] validation_0-mae:4517.63184 validation_1-mae:6014.76270 [1071] validation_0-mae:4517.22803 validation_1-mae:6014.81836 [1072] validation_0-mae:4516.99707 validation_1-mae:6014.89404 [1073] validation_0-mae:4516.31982 validation_1-mae:6014.68115 [1074] validation_0-mae:4515.04199 validation_1-mae:6014.65723 [1075] validation_0-mae:4513.93066 validation_1-mae:6014.27490 [1076] validation_0-mae:4513.70068 validation_1-mae:6014.30127 [1077] validation_0-mae:4513.32471 validation_1-mae:6014.19482 [1078] validation_0-mae:4511.29053 validation_1-mae:6013.85400 [1079] validation_0-mae:4510.38184 validation_1-mae:6014.13086 [1080] validation_0-mae:4509.43311 validation_1-mae:6014.30225 [1081] validation_0-mae:4508.59522 validation_1-mae:6014.64014 [1082] validation_0-mae:4508.01855 validation_1-mae:6014.73584 [1083] validation_0-mae:4507.40674 validation_1-mae:6014.82031 [1084] validation_0-mae:4506.04346 validation_1-mae:6015.07861 [1085] validation_0-mae:4504.92969 validation_1-mae:6014.72412 [1086] validation_0-mae:4504.17236 validation_1-mae:6014.42041 [1087] validation_0-mae:4503.61865 validation_1-mae:6014.57471 [1088] validation_0-mae:4503.04102 validation_1-mae:6014.51367 [1089] validation_0-mae:4501.31982 validation_1-mae:6015.07715 [1090] validation_0-mae:4500.40918 validation_1-mae:6015.78955 [1091] validation_0-mae:4498.96826 validation_1-mae:6015.67676 [1092] validation_0-mae:4498.58203 validation_1-mae:6015.35693 [1093] validation_0-mae:4496.98828 validation_1-mae:6014.52148 [1094] validation_0-mae:4496.10645 validation_1-mae:6014.11377 [1095] validation_0-mae:4494.47070 validation_1-mae:6014.00635 [1096] validation_0-mae:4493.86035 validation_1-mae:6014.19531 [1097] validation_0-mae:4493.71045 validation_1-mae:6014.29004 [1098] validation_0-mae:4492.22607 validation_1-mae:6014.70215 [1099] validation_0-mae:4490.92920 validation_1-mae:6015.20752 [1100] validation_0-mae:4490.28125 validation_1-mae:6015.58252 [1101] validation_0-mae:4489.36084 validation_1-mae:6015.55225 [1102] validation_0-mae:4488.07031 validation_1-mae:6015.57812 [1103] validation_0-mae:4486.63135 validation_1-mae:6015.99268 [1104] validation_0-mae:4485.56299 validation_1-mae:6016.31494 [1105] validation_0-mae:4483.28418 validation_1-mae:6015.31934 [1106] validation_0-mae:4481.32227 validation_1-mae:6015.35010 [1107] validation_0-mae:4479.38428 validation_1-mae:6014.58691 [1108] validation_0-mae:4477.90088 validation_1-mae:6013.90674 [1109] validation_0-mae:4477.24756 validation_1-mae:6013.40332 [1110] validation_0-mae:4475.20898 validation_1-mae:6013.53320 [1111] validation_0-mae:4474.96191 validation_1-mae:6013.76123 [1112] validation_0-mae:4474.11230 validation_1-mae:6013.35986 [1113] validation_0-mae:4473.50244 validation_1-mae:6013.45801 [1114] validation_0-mae:4472.55811 validation_1-mae:6013.76514 [1115] validation_0-mae:4471.80664 validation_1-mae:6013.81152 [1116] validation_0-mae:4471.01318 validation_1-mae:6013.49219 [1117] validation_0-mae:4469.95850 validation_1-mae:6013.14160 [1118] validation_0-mae:4469.83789 validation_1-mae:6013.25147 [1119] validation_0-mae:4469.26318 validation_1-mae:6012.64795 [1120] validation_0-mae:4467.53369 validation_1-mae:6011.45166 [1121] validation_0-mae:4465.71484 validation_1-mae:6011.10059 [1122] validation_0-mae:4462.95166 validation_1-mae:6011.11719 [1123] validation_0-mae:4461.97363 validation_1-mae:6011.10010 [1124] validation_0-mae:4460.62793 validation_1-mae:6011.60449 [1125] validation_0-mae:4458.47217 validation_1-mae:6011.96387 [1126] validation_0-mae:4456.78369 validation_1-mae:6012.58496 [1127] validation_0-mae:4456.13037 validation_1-mae:6012.46094 [1128] validation_0-mae:4455.15332 validation_1-mae:6012.23926 [1129] validation_0-mae:4453.17676 validation_1-mae:6012.18164 [1130] validation_0-mae:4450.93652 validation_1-mae:6012.60010 [1131] validation_0-mae:4450.17725 validation_1-mae:6012.16846 [1132] validation_0-mae:4449.29980 validation_1-mae:6012.07227 [1133] validation_0-mae:4448.14502 validation_1-mae:6012.27393 [1134] validation_0-mae:4446.64209 validation_1-mae:6011.95703 [1135] validation_0-mae:4445.03467 validation_1-mae:6011.81592 [1136] validation_0-mae:4443.41016 validation_1-mae:6012.20410 [1137] validation_0-mae:4441.95605 validation_1-mae:6012.66943 [1138] validation_0-mae:4440.60742 validation_1-mae:6013.98975 [1139] validation_0-mae:4440.08789 validation_1-mae:6014.41016 [1140] validation_0-mae:4439.38379 validation_1-mae:6014.79932 [1141] validation_0-mae:4437.87451 validation_1-mae:6013.93750 [1142] validation_0-mae:4437.02246 validation_1-mae:6013.54150 [1143] validation_0-mae:4434.88379 validation_1-mae:6013.28516 [1144] validation_0-mae:4433.57959 validation_1-mae:6013.11377 [1145] validation_0-mae:4432.82178 validation_1-mae:6012.61035 [1146] validation_0-mae:4431.45508 validation_1-mae:6012.64502 [1147] validation_0-mae:4430.18457 validation_1-mae:6012.71143 [1148] validation_0-mae:4429.25830 validation_1-mae:6012.56543 [1149] validation_0-mae:4428.33789 validation_1-mae:6012.90137 [1150] validation_0-mae:4427.01904 validation_1-mae:6012.89355 [1151] validation_0-mae:4425.36328 validation_1-mae:6013.44824 [1152] validation_0-mae:4423.77100 validation_1-mae:6012.72705 [1153] validation_0-mae:4423.08594 validation_1-mae:6012.58545 [1154] validation_0-mae:4422.09570 validation_1-mae:6012.11426 [1155] validation_0-mae:4421.47998 validation_1-mae:6012.01807 [1156] validation_0-mae:4421.33838 validation_1-mae:6012.09912 [1157] validation_0-mae:4420.89746 validation_1-mae:6011.74756 [1158] validation_0-mae:4419.71680 validation_1-mae:6011.76562 [1159] validation_0-mae:4419.03467 validation_1-mae:6011.58740 [1160] validation_0-mae:4418.36572 validation_1-mae:6011.62988 [1161] validation_0-mae:4417.57422 validation_1-mae:6011.50781 [1162] validation_0-mae:4416.27051 validation_1-mae:6011.67773 [1163] validation_0-mae:4414.20703 validation_1-mae:6011.70264 [1164] validation_0-mae:4413.26660 validation_1-mae:6011.44775 [1165] validation_0-mae:4411.20850 validation_1-mae:6011.47461 [1166] validation_0-mae:4409.42188 validation_1-mae:6011.39648 [1167] validation_0-mae:4408.62500 validation_1-mae:6011.18115 [1168] validation_0-mae:4407.72363 validation_1-mae:6011.32178 [1169] validation_0-mae:4407.17480 validation_1-mae:6011.26367 [1170] validation_0-mae:4406.22070 validation_1-mae:6010.72461 [1171] validation_0-mae:4405.76221 validation_1-mae:6010.50391 [1172] validation_0-mae:4405.17773 validation_1-mae:6010.59424 [1173] validation_0-mae:4404.64893 validation_1-mae:6011.00684 [1174] validation_0-mae:4403.80859 validation_1-mae:6010.79883 [1175] validation_0-mae:4403.34522 validation_1-mae:6010.72607 [1176] validation_0-mae:4403.16406 validation_1-mae:6010.84326 [1177] validation_0-mae:4402.78760 validation_1-mae:6010.51318 [1178] validation_0-mae:4402.65576 validation_1-mae:6010.37549 [1179] validation_0-mae:4402.58008 validation_1-mae:6010.34326 [1180] validation_0-mae:4401.11084 validation_1-mae:6010.43359 [1181] validation_0-mae:4400.22363 validation_1-mae:6010.10791 [1182] validation_0-mae:4398.85645 validation_1-mae:6009.93652 [1183] validation_0-mae:4397.78320 validation_1-mae:6009.68555 [1184] validation_0-mae:4397.08203 validation_1-mae:6009.35938 [1185] validation_0-mae:4396.15674 validation_1-mae:6009.02881 [1186] validation_0-mae:4395.40088 validation_1-mae:6009.29834 [1187] validation_0-mae:4394.60596 validation_1-mae:6009.08789 [1188] validation_0-mae:4393.79834 validation_1-mae:6008.76123 [1189] validation_0-mae:4393.26904 validation_1-mae:6008.64990 [1190] validation_0-mae:4392.82910 validation_1-mae:6008.68262 [1191] validation_0-mae:4392.06836 validation_1-mae:6008.71436 [1192] validation_0-mae:4390.78711 validation_1-mae:6008.56006 [1193] validation_0-mae:4389.78027 validation_1-mae:6008.65283 [1194] validation_0-mae:4388.91064 validation_1-mae:6008.43994 [1195] validation_0-mae:4387.64307 validation_1-mae:6007.41748 [1196] validation_0-mae:4386.16455 validation_1-mae:6007.05518 [1197] validation_0-mae:4385.12061 validation_1-mae:6006.87842 [1198] validation_0-mae:4383.62598 validation_1-mae:6007.03564 [1199] validation_0-mae:4382.34814 validation_1-mae:6007.09326 [1200] validation_0-mae:4381.78857 validation_1-mae:6006.99316 [1201] validation_0-mae:4381.14355 validation_1-mae:6006.78857 [1202] validation_0-mae:4380.39648 validation_1-mae:6006.89746 [1203] validation_0-mae:4380.14209 validation_1-mae:6006.78613 [1204] validation_0-mae:4379.65918 validation_1-mae:6006.53711 [1205] validation_0-mae:4379.51074 validation_1-mae:6006.46728 [1206] validation_0-mae:4379.10205 validation_1-mae:6006.36865 [1207] validation_0-mae:4378.27393 validation_1-mae:6006.09766 [1208] validation_0-mae:4376.82959 validation_1-mae:6006.07227 [1209] validation_0-mae:4375.92871 validation_1-mae:6006.17236 [1210] validation_0-mae:4374.95557 validation_1-mae:6006.65527 [1211] validation_0-mae:4374.24365 validation_1-mae:6006.72852 [1212] validation_0-mae:4372.66357 validation_1-mae:6006.64062 [1213] validation_0-mae:4371.88037 validation_1-mae:6006.62500 [1214] validation_0-mae:4371.13525 validation_1-mae:6006.32666 [1215] validation_0-mae:4370.59717 validation_1-mae:6006.34570 [1216] validation_0-mae:4369.84131 validation_1-mae:6006.10156 [1217] validation_0-mae:4369.29150 validation_1-mae:6006.06885 [1218] validation_0-mae:4369.05859 validation_1-mae:6006.00439 [1219] validation_0-mae:4368.22754 validation_1-mae:6005.74268 [1220] validation_0-mae:4367.79980 validation_1-mae:6005.82227 [1221] validation_0-mae:4367.41943 validation_1-mae:6005.89404 [1222] validation_0-mae:4367.13574 validation_1-mae:6005.96924 [1223] validation_0-mae:4365.40137 validation_1-mae:6006.05664 [1224] validation_0-mae:4364.40137 validation_1-mae:6005.90723 [1225] validation_0-mae:4363.08398 validation_1-mae:6005.46631 [1226] validation_0-mae:4362.57812 validation_1-mae:6005.22266 [1227] validation_0-mae:4361.62891 validation_1-mae:6004.73438 [1228] validation_0-mae:4359.94824 validation_1-mae:6005.32861 [1229] validation_0-mae:4358.54541 validation_1-mae:6006.12744 [1230] validation_0-mae:4357.90918 validation_1-mae:6006.41260 [1231] validation_0-mae:4357.26221 validation_1-mae:6006.53906 [1232] validation_0-mae:4356.45850 validation_1-mae:6006.12647 [1233] validation_0-mae:4355.50977 validation_1-mae:6005.57910 [1234] validation_0-mae:4354.81738 validation_1-mae:6005.74072 [1235] validation_0-mae:4354.08203 validation_1-mae:6006.16504 [1236] validation_0-mae:4353.56641 validation_1-mae:6006.45020 [1237] validation_0-mae:4352.42773 validation_1-mae:6006.34814 [1238] validation_0-mae:4351.29102 validation_1-mae:6006.28467 [1239] validation_0-mae:4350.10791 validation_1-mae:6006.06006 [1240] validation_0-mae:4349.51514 validation_1-mae:6005.62256 [1241] validation_0-mae:4349.01318 validation_1-mae:6005.71875 [1242] validation_0-mae:4348.14795 validation_1-mae:6005.75342 [1243] validation_0-mae:4347.47656 validation_1-mae:6005.71875 [1244] validation_0-mae:4346.04199 validation_1-mae:6005.46045 [1245] validation_0-mae:4344.81103 validation_1-mae:6005.41406 [1246] validation_0-mae:4343.58350 validation_1-mae:6004.96289 [1247] validation_0-mae:4341.90820 validation_1-mae:6004.45215 [1248] validation_0-mae:4340.25195 validation_1-mae:6004.71631 [1249] validation_0-mae:4339.15478 validation_1-mae:6004.88037 [1250] validation_0-mae:4337.73047 validation_1-mae:6004.57812 [1251] validation_0-mae:4336.02197 validation_1-mae:6004.00147 [1252] validation_0-mae:4335.26514 validation_1-mae:6003.98535 [1253] validation_0-mae:4334.42383 validation_1-mae:6004.10400 [1254] validation_0-mae:4333.36572 validation_1-mae:6004.46533 [1255] validation_0-mae:4332.48877 validation_1-mae:6004.66992 [1256] validation_0-mae:4330.96094 validation_1-mae:6004.76318 [1257] validation_0-mae:4328.95068 validation_1-mae:6004.33008 [1258] validation_0-mae:4328.16016 validation_1-mae:6004.79443 [1259] validation_0-mae:4328.02441 validation_1-mae:6004.73633 [1260] validation_0-mae:4327.51465 validation_1-mae:6004.27002 [1261] validation_0-mae:4326.44092 validation_1-mae:6004.13330 [1262] validation_0-mae:4324.80811 validation_1-mae:6004.08887 [1263] validation_0-mae:4324.35938 validation_1-mae:6003.94238 [1264] validation_0-mae:4323.29736 validation_1-mae:6003.98242 [1265] validation_0-mae:4322.53418 validation_1-mae:6004.07715 [1266] validation_0-mae:4321.68164 validation_1-mae:6003.32031 [1267] validation_0-mae:4321.32666 validation_1-mae:6003.61230 [1268] validation_0-mae:4320.93311 validation_1-mae:6003.47607 [1269] validation_0-mae:4320.65430 validation_1-mae:6003.74170 [1270] validation_0-mae:4319.87256 validation_1-mae:6003.60596 [1271] validation_0-mae:4319.77393 validation_1-mae:6003.54297 [1272] validation_0-mae:4319.11621 validation_1-mae:6003.89111 [1273] validation_0-mae:4317.80566 validation_1-mae:6003.12402 [1274] validation_0-mae:4317.03027 validation_1-mae:6003.02783 [1275] validation_0-mae:4316.42480 validation_1-mae:6003.35840 [1276] validation_0-mae:4316.33984 validation_1-mae:6003.47510 [1277] validation_0-mae:4315.98877 validation_1-mae:6003.75391 [1278] validation_0-mae:4315.03076 validation_1-mae:6003.41699 [1279] validation_0-mae:4313.95410 validation_1-mae:6003.72949 [1280] validation_0-mae:4313.78320 validation_1-mae:6003.58740 [1281] validation_0-mae:4313.11914 validation_1-mae:6003.75488 [1282] validation_0-mae:4312.53027 validation_1-mae:6004.11035 [1283] validation_0-mae:4311.48877 validation_1-mae:6004.09863 [1284] validation_0-mae:4310.36475 validation_1-mae:6003.69824 [1285] validation_0-mae:4309.70752 validation_1-mae:6003.84375 [1286] validation_0-mae:4309.21045 validation_1-mae:6003.90918 [1287] validation_0-mae:4308.42578 validation_1-mae:6004.51855 [1288] validation_0-mae:4307.52490 validation_1-mae:6003.91455 [1289] validation_0-mae:4307.07031 validation_1-mae:6004.05176 [1290] validation_0-mae:4306.49219 validation_1-mae:6003.64844 [1291] validation_0-mae:4305.68018 validation_1-mae:6003.56006 [1292] validation_0-mae:4305.40967 validation_1-mae:6003.75439 [1293] validation_0-mae:4303.67529 validation_1-mae:6003.46484 [1294] validation_0-mae:4301.70654 validation_1-mae:6003.52734 [1295] validation_0-mae:4300.85205 validation_1-mae:6003.37402 [1296] validation_0-mae:4300.49072 validation_1-mae:6003.30371 [1297] validation_0-mae:4299.52930 validation_1-mae:6002.96631 [1298] validation_0-mae:4297.23828 validation_1-mae:6003.16455 [1299] validation_0-mae:4295.95898 validation_1-mae:6002.63037 [1300] validation_0-mae:4295.25342 validation_1-mae:6002.17676 [1301] validation_0-mae:4294.63477 validation_1-mae:6002.00098 [1302] validation_0-mae:4293.96191 validation_1-mae:6002.15039 [1303] validation_0-mae:4293.08154 validation_1-mae:6001.96387 [1304] validation_0-mae:4292.13477 validation_1-mae:6001.69971 [1305] validation_0-mae:4291.47266 validation_1-mae:6001.91748 [1306] validation_0-mae:4290.60010 validation_1-mae:6001.73584 [1307] validation_0-mae:4290.38135 validation_1-mae:6001.69873 [1308] validation_0-mae:4289.46875 validation_1-mae:6001.44971 [1309] validation_0-mae:4288.95850 validation_1-mae:6001.71777 [1310] validation_0-mae:4288.39844 validation_1-mae:6001.84375 [1311] validation_0-mae:4287.36865 validation_1-mae:6001.36133 [1312] validation_0-mae:4286.56738 validation_1-mae:6000.70557 [1313] validation_0-mae:4285.57324 validation_1-mae:6000.69971 [1314] validation_0-mae:4284.85352 validation_1-mae:6000.84912 [1315] validation_0-mae:4283.97559 validation_1-mae:6000.81250 [1316] validation_0-mae:4282.85742 validation_1-mae:6000.53809 [1317] validation_0-mae:4281.97461 validation_1-mae:6000.44482 [1318] validation_0-mae:4280.81641 validation_1-mae:6000.49658 [1319] validation_0-mae:4280.51660 validation_1-mae:6000.54102 [1320] validation_0-mae:4279.81689 validation_1-mae:6000.46826 [1321] validation_0-mae:4279.50195 validation_1-mae:6000.65088 [1322] validation_0-mae:4278.73145 validation_1-mae:6000.64160 [1323] validation_0-mae:4278.37158 validation_1-mae:6000.68897 [1324] validation_0-mae:4277.70898 validation_1-mae:6000.40625 [1325] validation_0-mae:4277.13330 validation_1-mae:6000.34863 [1326] validation_0-mae:4276.15381 validation_1-mae:6000.60986 [1327] validation_0-mae:4275.20850 validation_1-mae:6000.83398 [1328] validation_0-mae:4273.78857 validation_1-mae:6000.29932 [1329] validation_0-mae:4272.77783 validation_1-mae:6000.49170 [1330] validation_0-mae:4271.20605 validation_1-mae:6000.18164 [1331] validation_0-mae:4269.79785 validation_1-mae:6000.20605 [1332] validation_0-mae:4268.53174 validation_1-mae:5999.96240 [1333] validation_0-mae:4267.26758 validation_1-mae:5999.98682 [1334] validation_0-mae:4266.65527 validation_1-mae:5999.93750 [1335] validation_0-mae:4265.69092 validation_1-mae:5999.66162 [1336] validation_0-mae:4265.32031 validation_1-mae:5999.70410 [1337] validation_0-mae:4264.64600 validation_1-mae:5999.47461 [1338] validation_0-mae:4263.86426 validation_1-mae:5999.84668 [1339] validation_0-mae:4263.27588 validation_1-mae:5999.98096 [1340] validation_0-mae:4263.00781 validation_1-mae:5999.91650 [1341] validation_0-mae:4262.75635 validation_1-mae:6000.08984 [1342] validation_0-mae:4262.14648 validation_1-mae:6000.02978 [1343] validation_0-mae:4261.65918 validation_1-mae:6000.14014 [1344] validation_0-mae:4261.04736 validation_1-mae:5999.85059 [1345] validation_0-mae:4260.62109 validation_1-mae:5999.72656 [1346] validation_0-mae:4259.69092 validation_1-mae:5999.37500 [1347] validation_0-mae:4259.28857 validation_1-mae:5999.08057 [1348] validation_0-mae:4259.22217 validation_1-mae:5999.13965 [1349] validation_0-mae:4258.61963 validation_1-mae:5998.97412 [1350] validation_0-mae:4258.21045 validation_1-mae:5998.88135 [1351] validation_0-mae:4257.96436 validation_1-mae:5999.01904 [1352] validation_0-mae:4256.17529 validation_1-mae:5998.50684 [1353] validation_0-mae:4255.90576 validation_1-mae:5998.67676 [1354] validation_0-mae:4255.06934 validation_1-mae:5999.12012 [1355] validation_0-mae:4254.02393 validation_1-mae:5999.03125 [1356] validation_0-mae:4252.97754 validation_1-mae:5998.94873 [1357] validation_0-mae:4251.92188 validation_1-mae:5999.05713 [1358] validation_0-mae:4250.95605 validation_1-mae:5998.76855 [1359] validation_0-mae:4249.77051 validation_1-mae:5998.92383 [1360] validation_0-mae:4248.29785 validation_1-mae:5998.98730 [1361] validation_0-mae:4247.52100 validation_1-mae:5999.46924 [1362] validation_0-mae:4246.58203 validation_1-mae:5999.30908 [1363] validation_0-mae:4245.63135 validation_1-mae:5999.01416 [1364] validation_0-mae:4244.94092 validation_1-mae:5999.20605 [1365] validation_0-mae:4244.05322 validation_1-mae:5999.44824 [1366] validation_0-mae:4243.33594 validation_1-mae:5999.45605 [1367] validation_0-mae:4242.24268 validation_1-mae:5999.51367 [1368] validation_0-mae:4241.93945 validation_1-mae:5999.41309 [1369] validation_0-mae:4241.11670 validation_1-mae:5999.55176 [1370] validation_0-mae:4239.57959 validation_1-mae:5999.40723 [1371] validation_0-mae:4239.32910 validation_1-mae:5999.44238 [1372] validation_0-mae:4238.69336 validation_1-mae:5999.58203 [1373] validation_0-mae:4237.25000 validation_1-mae:5999.15967 [1374] validation_0-mae:4236.59863 validation_1-mae:5999.22363 [1375] validation_0-mae:4236.03223 validation_1-mae:5999.16260 [1376] validation_0-mae:4234.30273 validation_1-mae:5999.92236 [1377] validation_0-mae:4233.13428 validation_1-mae:5999.42285 [1378] validation_0-mae:4231.92822 validation_1-mae:5998.80859 [1379] validation_0-mae:4230.79590 validation_1-mae:5999.06787 [1380] validation_0-mae:4229.46533 validation_1-mae:5998.43799 [1381] validation_0-mae:4228.30029 validation_1-mae:5998.33301 [1382] validation_0-mae:4227.63184 validation_1-mae:5998.27637 [1383] validation_0-mae:4226.99658 validation_1-mae:5998.00684 [1384] validation_0-mae:4226.32959 validation_1-mae:5997.77246 [1385] validation_0-mae:4225.95312 validation_1-mae:5997.79980 [1386] validation_0-mae:4225.25635 validation_1-mae:5997.91309 [1387] validation_0-mae:4224.81103 validation_1-mae:5997.95068 [1388] validation_0-mae:4224.27051 validation_1-mae:5998.02978 [1389] validation_0-mae:4223.60107 validation_1-mae:5998.20947 [1390] validation_0-mae:4223.04443 validation_1-mae:5998.04346 [1391] validation_0-mae:4222.53564 validation_1-mae:5997.70312 [1392] validation_0-mae:4222.05664 validation_1-mae:5997.79297 [1393] validation_0-mae:4221.78613 validation_1-mae:5997.64404 [1394] validation_0-mae:4221.37744 validation_1-mae:5997.67920 [1395] validation_0-mae:4220.10205 validation_1-mae:5997.51953 [1396] validation_0-mae:4219.31689 validation_1-mae:5997.41211 [1397] validation_0-mae:4218.48926 validation_1-mae:5997.78223 [1398] validation_0-mae:4217.39355 validation_1-mae:5997.98145 [1399] validation_0-mae:4216.18603 validation_1-mae:5997.35107 [1400] validation_0-mae:4215.58838 validation_1-mae:5997.45508 [1401] validation_0-mae:4214.98047 validation_1-mae:5997.38525 [1402] validation_0-mae:4214.47119 validation_1-mae:5997.36084 [1403] validation_0-mae:4213.47705 validation_1-mae:5997.30029 [1404] validation_0-mae:4212.92480 validation_1-mae:5997.27832 [1405] validation_0-mae:4212.35645 validation_1-mae:5997.34814 [1406] validation_0-mae:4211.76221 validation_1-mae:5996.84570 [1407] validation_0-mae:4210.86768 validation_1-mae:5996.85840 [1408] validation_0-mae:4210.48486 validation_1-mae:5996.96289 [1409] validation_0-mae:4210.16895 validation_1-mae:5996.88135 [1410] validation_0-mae:4209.51611 validation_1-mae:5996.57764 [1411] validation_0-mae:4208.48438 validation_1-mae:5996.62939 [1412] validation_0-mae:4207.62793 validation_1-mae:5997.12012 [1413] validation_0-mae:4206.38428 validation_1-mae:5997.34814 [1414] validation_0-mae:4204.93359 validation_1-mae:5997.11523 [1415] validation_0-mae:4204.32861 validation_1-mae:5997.02686 [1416] validation_0-mae:4203.62012 validation_1-mae:5996.95850 [1417] validation_0-mae:4203.43213 validation_1-mae:5996.92676 [1418] validation_0-mae:4203.13525 validation_1-mae:5996.75732 [1419] validation_0-mae:4202.40430 validation_1-mae:5996.97314 [1420] validation_0-mae:4201.74414 validation_1-mae:5997.02490 [1421] validation_0-mae:4200.45508 validation_1-mae:5996.88428 [1422] validation_0-mae:4199.68359 validation_1-mae:5996.66553 [1423] validation_0-mae:4199.08301 validation_1-mae:5996.68213 [1424] validation_0-mae:4197.94482 validation_1-mae:5997.18799 [1425] validation_0-mae:4197.93115 validation_1-mae:5997.20898 [1426] validation_0-mae:4197.68799 validation_1-mae:5997.34375 [1427] validation_0-mae:4197.06103 validation_1-mae:5997.60400 [1428] validation_0-mae:4196.69580 validation_1-mae:5997.23584 [1429] validation_0-mae:4195.94873 validation_1-mae:5996.91113 [1430] validation_0-mae:4195.53467 validation_1-mae:5996.56250 [1431] validation_0-mae:4195.20850 validation_1-mae:5996.45020 [1432] validation_0-mae:4194.70508 validation_1-mae:5996.39844 [1433] validation_0-mae:4193.87109 validation_1-mae:5997.24365 [1434] validation_0-mae:4193.37647 validation_1-mae:5997.31934 [1435] validation_0-mae:4192.54199 validation_1-mae:5997.27051 [1436] validation_0-mae:4191.92480 validation_1-mae:5997.14111 [1437] validation_0-mae:4191.23975 validation_1-mae:5997.06592 [1438] validation_0-mae:4190.67188 validation_1-mae:5996.57324 [1439] validation_0-mae:4188.29492 validation_1-mae:5996.40869 [1440] validation_0-mae:4187.09326 validation_1-mae:5996.02148 [1441] validation_0-mae:4186.53027 validation_1-mae:5996.02930 [1442] validation_0-mae:4185.47559 validation_1-mae:5996.26367 [1443] validation_0-mae:4185.08740 validation_1-mae:5996.07520 [1444] validation_0-mae:4184.52930 validation_1-mae:5996.16699 [1445] validation_0-mae:4183.54199 validation_1-mae:5995.74658 [1446] validation_0-mae:4183.36475 validation_1-mae:5995.82861 [1447] validation_0-mae:4182.95508 validation_1-mae:5996.08545 [1448] validation_0-mae:4182.72852 validation_1-mae:5996.09180 [1449] validation_0-mae:4182.71338 validation_1-mae:5996.12158 [1450] validation_0-mae:4182.24609 validation_1-mae:5996.07422 [1451] validation_0-mae:4180.41943 validation_1-mae:5995.51904 [1452] validation_0-mae:4179.67871 validation_1-mae:5995.47705 [1453] validation_0-mae:4178.97900 validation_1-mae:5995.51660 [1454] validation_0-mae:4178.81055 validation_1-mae:5995.48877 [1455] validation_0-mae:4178.65625 validation_1-mae:5995.33154 [1456] validation_0-mae:4177.96777 validation_1-mae:5995.50781 [1457] validation_0-mae:4176.63037 validation_1-mae:5995.62353 [1458] validation_0-mae:4174.71143 validation_1-mae:5994.90478 [1459] validation_0-mae:4172.57764 validation_1-mae:5994.51562 [1460] validation_0-mae:4170.95898 validation_1-mae:5993.63135 [1461] validation_0-mae:4169.91992 validation_1-mae:5993.88477 [1462] validation_0-mae:4169.21387 validation_1-mae:5994.18457 [1463] validation_0-mae:4168.52978 validation_1-mae:5994.15186 [1464] validation_0-mae:4166.77295 validation_1-mae:5994.20801 [1465] validation_0-mae:4165.83887 validation_1-mae:5994.30176 [1466] validation_0-mae:4164.11230 validation_1-mae:5994.29102 [1467] validation_0-mae:4163.46436 validation_1-mae:5994.19531 [1468] validation_0-mae:4162.69238 validation_1-mae:5994.05518 [1469] validation_0-mae:4161.54492 validation_1-mae:5993.87744 [1470] validation_0-mae:4160.66211 validation_1-mae:5993.55225 [1471] validation_0-mae:4159.77686 validation_1-mae:5993.34668 [1472] validation_0-mae:4159.00098 validation_1-mae:5992.87695 [1473] validation_0-mae:4158.08447 validation_1-mae:5993.30371 [1474] validation_0-mae:4157.33447 validation_1-mae:5993.30762 [1475] validation_0-mae:4156.59375 validation_1-mae:5993.01562 [1476] validation_0-mae:4155.86377 validation_1-mae:5992.97217 [1477] validation_0-mae:4154.93555 validation_1-mae:5992.99512 [1478] validation_0-mae:4154.66016 validation_1-mae:5992.79443 [1479] validation_0-mae:4154.20215 validation_1-mae:5993.00147 [1480] validation_0-mae:4153.33789 validation_1-mae:5992.75147 [1481] validation_0-mae:4152.18262 validation_1-mae:5992.79541 [1482] validation_0-mae:4150.91992 validation_1-mae:5992.52637 [1483] validation_0-mae:4149.90576 validation_1-mae:5992.42627 [1484] validation_0-mae:4148.70557 validation_1-mae:5991.71289 [1485] validation_0-mae:4147.69434 validation_1-mae:5991.42725 [1486] validation_0-mae:4146.44336 validation_1-mae:5990.67090 [1487] validation_0-mae:4145.60938 validation_1-mae:5990.42920 [1488] validation_0-mae:4144.42480 validation_1-mae:5989.71875 [1489] validation_0-mae:4143.19824 validation_1-mae:5989.47656 [1490] validation_0-mae:4142.29102 validation_1-mae:5989.45459 [1491] validation_0-mae:4141.24170 validation_1-mae:5989.91260 [1492] validation_0-mae:4140.15283 validation_1-mae:5989.65967 [1493] validation_0-mae:4139.18164 validation_1-mae:5989.86621 [1494] validation_0-mae:4138.09717 validation_1-mae:5990.70215 [1495] validation_0-mae:4137.53516 validation_1-mae:5990.88721 [1496] validation_0-mae:4137.09082 validation_1-mae:5991.07715 [1497] validation_0-mae:4136.41943 validation_1-mae:5991.24219 [1498] validation_0-mae:4134.95605 validation_1-mae:5990.98633 [1499] validation_0-mae:4134.32617 validation_1-mae:5991.09668 [1500] validation_0-mae:4133.93945 validation_1-mae:5991.01025 [1501] validation_0-mae:4133.03174 validation_1-mae:5991.20898 [1502] validation_0-mae:4131.78027 validation_1-mae:5990.56250 [1503] validation_0-mae:4130.86426 validation_1-mae:5990.36328 [1504] validation_0-mae:4130.11133 validation_1-mae:5990.35889 [1505] validation_0-mae:4129.37793 validation_1-mae:5990.29150 [1506] validation_0-mae:4128.09326 validation_1-mae:5989.69629 [1507] validation_0-mae:4126.34131 validation_1-mae:5989.93652 [1508] validation_0-mae:4125.51270 validation_1-mae:5989.55713 [1509] validation_0-mae:4124.58789 validation_1-mae:5989.54346 [1510] validation_0-mae:4122.63330 validation_1-mae:5989.66699 [1511] validation_0-mae:4121.30762 validation_1-mae:5990.03223 [1512] validation_0-mae:4120.31836 validation_1-mae:5990.37695 [1513] validation_0-mae:4119.97607 validation_1-mae:5990.38428 [1514] validation_0-mae:4119.42383 validation_1-mae:5990.56934 [1515] validation_0-mae:4118.22363 validation_1-mae:5990.39990 [1516] validation_0-mae:4117.11133 validation_1-mae:5990.24072 [1517] validation_0-mae:4115.88770 validation_1-mae:5990.03125 [1518] validation_0-mae:4115.04248 validation_1-mae:5989.74756 [1519] validation_0-mae:4114.17773 validation_1-mae:5989.64551 [1520] validation_0-mae:4113.05713 validation_1-mae:5989.81397 [1521] validation_0-mae:4111.97217 validation_1-mae:5989.90039 [1522] validation_0-mae:4110.70508 validation_1-mae:5990.07227 [1523] validation_0-mae:4108.25147 validation_1-mae:5990.18799 [1524] validation_0-mae:4107.05664 validation_1-mae:5990.42188 [1525] validation_0-mae:4105.37402 validation_1-mae:5990.24756 [1526] validation_0-mae:4104.03223 validation_1-mae:5990.42432 [1527] validation_0-mae:4103.58252 validation_1-mae:5990.49707 [1528] validation_0-mae:4102.49414 validation_1-mae:5990.05127 [1529] validation_0-mae:4101.86963 validation_1-mae:5989.98486 [1530] validation_0-mae:4100.62353 validation_1-mae:5989.41309 [1531] validation_0-mae:4099.96094 validation_1-mae:5989.55713 [1532] validation_0-mae:4098.87256 validation_1-mae:5989.74268 [1533] validation_0-mae:4098.23730 validation_1-mae:5989.66211 [1534] validation_0-mae:4097.44043 validation_1-mae:5989.37891 [1535] validation_0-mae:4096.67871 validation_1-mae:5989.48682 [1536] validation_0-mae:4096.26611 validation_1-mae:5989.26953 [1537] validation_0-mae:4095.85571 validation_1-mae:5989.23730 [1538] validation_0-mae:4095.41406 validation_1-mae:5989.72510 [1539] validation_0-mae:4094.78247 validation_1-mae:5990.09961 [1540] validation_0-mae:4093.83838 validation_1-mae:5990.38721 [1541] validation_0-mae:4093.09497 validation_1-mae:5990.19922 [1542] validation_0-mae:4091.90405 validation_1-mae:5989.83740 [1543] validation_0-mae:4091.10840 validation_1-mae:5989.71289 [1544] validation_0-mae:4090.24658 validation_1-mae:5989.77148 [1545] validation_0-mae:4089.35522 validation_1-mae:5989.50977 [1546] validation_0-mae:4088.75195 validation_1-mae:5989.32129 [1547] validation_0-mae:4088.22534 validation_1-mae:5989.35547 [1548] validation_0-mae:4086.96875 validation_1-mae:5989.33936 [1549] validation_0-mae:4086.44336 validation_1-mae:5989.67041 [1550] validation_0-mae:4085.46704 validation_1-mae:5989.61719 [1551] validation_0-mae:4084.91064 validation_1-mae:5989.71728 [1552] validation_0-mae:4084.05200 validation_1-mae:5990.07422 [1553] validation_0-mae:4083.18286 validation_1-mae:5989.75195 [1554] validation_0-mae:4082.72607 validation_1-mae:5989.81543 [1555] validation_0-mae:4082.40918 validation_1-mae:5989.57666 [1556] validation_0-mae:4081.66260 validation_1-mae:5989.80029 [1557] validation_0-mae:4079.97437 validation_1-mae:5988.94336 [1558] validation_0-mae:4079.40576 validation_1-mae:5989.13330 [1559] validation_0-mae:4078.57397 validation_1-mae:5989.01025 [1560] validation_0-mae:4077.57080 validation_1-mae:5988.69727 [1561] validation_0-mae:4076.55298 validation_1-mae:5988.42285 [1562] validation_0-mae:4075.04590 validation_1-mae:5987.90918 [1563] validation_0-mae:4074.09717 validation_1-mae:5988.29346 [1564] validation_0-mae:4072.41064 validation_1-mae:5987.83496 [1565] validation_0-mae:4070.74487 validation_1-mae:5987.85205 [1566] validation_0-mae:4069.87769 validation_1-mae:5987.54785 [1567] validation_0-mae:4068.54907 validation_1-mae:5987.19336 [1568] validation_0-mae:4067.55322 validation_1-mae:5987.12012 [1569] validation_0-mae:4066.37183 validation_1-mae:5986.67480 [1570] validation_0-mae:4065.14551 validation_1-mae:5986.64062 [1571] validation_0-mae:4064.09766 validation_1-mae:5986.17676 [1572] validation_0-mae:4063.55005 validation_1-mae:5986.47022 [1573] validation_0-mae:4062.86792 validation_1-mae:5986.77539 [1574] validation_0-mae:4062.25098 validation_1-mae:5986.47510 [1575] validation_0-mae:4061.28540 validation_1-mae:5986.33838 [1576] validation_0-mae:4060.79956 validation_1-mae:5986.64453 [1577] validation_0-mae:4059.46240 validation_1-mae:5986.38281 [1578] validation_0-mae:4058.41113 validation_1-mae:5986.29639 [1579] validation_0-mae:4057.86987 validation_1-mae:5986.54297 [1580] validation_0-mae:4057.18994 validation_1-mae:5986.69629 [1581] validation_0-mae:4056.09302 validation_1-mae:5986.49756 [1582] validation_0-mae:4055.39746 validation_1-mae:5986.52734 [1583] validation_0-mae:4054.55884 validation_1-mae:5986.06299 [1584] validation_0-mae:4053.79346 validation_1-mae:5986.27783 [1585] validation_0-mae:4052.80762 validation_1-mae:5986.15381 [1586] validation_0-mae:4052.17212 validation_1-mae:5986.07471 [1587] validation_0-mae:4051.27881 validation_1-mae:5986.29639 [1588] validation_0-mae:4050.75635 validation_1-mae:5986.48096 [1589] validation_0-mae:4049.95288 validation_1-mae:5986.64209 [1590] validation_0-mae:4049.79028 validation_1-mae:5986.76367 [1591] validation_0-mae:4049.73022 validation_1-mae:5986.87256 [1592] validation_0-mae:4049.40601 validation_1-mae:5986.77100 [1593] validation_0-mae:4048.60327 validation_1-mae:5986.81299 [1594] validation_0-mae:4047.64014 validation_1-mae:5986.90478 [1595] validation_0-mae:4046.33398 validation_1-mae:5986.92773 [1596] validation_0-mae:4045.85742 validation_1-mae:5986.84033 [1597] validation_0-mae:4045.61621 validation_1-mae:5987.10791 [1598] validation_0-mae:4044.64185 validation_1-mae:5987.05859 [1599] validation_0-mae:4043.77270 validation_1-mae:5987.22998 [1600] validation_0-mae:4041.76392 validation_1-mae:5986.41650 [1601] validation_0-mae:4040.85742 validation_1-mae:5986.13428 [1602] validation_0-mae:4039.23462 validation_1-mae:5986.01025 [1603] validation_0-mae:4038.31934 validation_1-mae:5986.11865 [1604] validation_0-mae:4037.20850 validation_1-mae:5985.73340 [1605] validation_0-mae:4035.92676 validation_1-mae:5985.63916 [1606] validation_0-mae:4034.89038 validation_1-mae:5985.37256 [1607] validation_0-mae:4034.04761 validation_1-mae:5985.64404 [1608] validation_0-mae:4033.79346 validation_1-mae:5985.60693 [1609] validation_0-mae:4033.54810 validation_1-mae:5985.67480 [1610] validation_0-mae:4032.21509 validation_1-mae:5985.90234 [1611] validation_0-mae:4031.33325 validation_1-mae:5985.65723 [1612] validation_0-mae:4030.59497 validation_1-mae:5985.79443 [1613] validation_0-mae:4029.34326 validation_1-mae:5985.15137 [1614] validation_0-mae:4028.27686 validation_1-mae:5985.24316 [1615] validation_0-mae:4027.28906 validation_1-mae:5985.39600 [1616] validation_0-mae:4026.06592 validation_1-mae:5985.74902 [1617] validation_0-mae:4025.31714 validation_1-mae:5985.94824 [1618] validation_0-mae:4024.39331 validation_1-mae:5986.27051 [1619] validation_0-mae:4023.65576 validation_1-mae:5986.10449 [1620] validation_0-mae:4023.26074 validation_1-mae:5986.47070 [1621] validation_0-mae:4022.49609 validation_1-mae:5986.31152 [1622] validation_0-mae:4021.21558 validation_1-mae:5986.83643 [1623] validation_0-mae:4020.19092 validation_1-mae:5986.71875 [1624] validation_0-mae:4019.69800 validation_1-mae:5986.75439 [1625] validation_0-mae:4018.72730 validation_1-mae:5986.68457 [1626] validation_0-mae:4018.24756 validation_1-mae:5986.80713 [1627] validation_0-mae:4016.82007 validation_1-mae:5987.25195 [1628] validation_0-mae:4014.78345 validation_1-mae:5987.71533 [1629] validation_0-mae:4013.35889 validation_1-mae:5987.95508 [1630] validation_0-mae:4012.15039 validation_1-mae:5987.59473 [1631] validation_0-mae:4011.06055 validation_1-mae:5987.77002 [1632] validation_0-mae:4009.89453 validation_1-mae:5987.18750 [1633] validation_0-mae:4009.03760 validation_1-mae:5987.50732 [1634] validation_0-mae:4007.70825 validation_1-mae:5987.47754 [1635] validation_0-mae:4006.61231 validation_1-mae:5987.69873 [1636] validation_0-mae:4004.68579 validation_1-mae:5987.55957 [1637] validation_0-mae:4003.47998 validation_1-mae:5987.16846 [1638] validation_0-mae:4002.31958 validation_1-mae:5987.31592 [1639] validation_0-mae:4001.67236 validation_1-mae:5987.40967 [1640] validation_0-mae:4000.91260 validation_1-mae:5987.87207 [1641] validation_0-mae:3999.74536 validation_1-mae:5988.24170 [1642] validation_0-mae:3998.98096 validation_1-mae:5988.42383 [1643] validation_0-mae:3997.72900 validation_1-mae:5988.97705 [1644] validation_0-mae:3996.62573 validation_1-mae:5988.55420 [1645] validation_0-mae:3995.52173 validation_1-mae:5988.66602 [1646] validation_0-mae:3994.65015 validation_1-mae:5988.78760 [1647] validation_0-mae:3993.33252 validation_1-mae:5989.04590 [1648] validation_0-mae:3992.23926 validation_1-mae:5988.79248 [1649] validation_0-mae:3991.26953 validation_1-mae:5989.09033 [1650] validation_0-mae:3990.71143 validation_1-mae:5989.25342 [1651] validation_0-mae:3989.38110 validation_1-mae:5988.64697 [1652] validation_0-mae:3988.77710 validation_1-mae:5988.82666 [1653] validation_0-mae:3987.10181 validation_1-mae:5988.42139 [1654] validation_0-mae:3986.39893 validation_1-mae:5988.70898 [1655] validation_0-mae:3986.07056 validation_1-mae:5988.63916 [1656] validation_0-mae:3985.63696 validation_1-mae:5988.59570 [1657] validation_0-mae:3983.83887 validation_1-mae:5988.39062 [1658] validation_0-mae:3983.00293 validation_1-mae:5988.21826 [1659] validation_0-mae:3981.99805 validation_1-mae:5987.81299 [1660] validation_0-mae:3981.32519 validation_1-mae:5987.95264 [1661] validation_0-mae:3980.08740 validation_1-mae:5988.17529 [1662] validation_0-mae:3979.34399 validation_1-mae:5988.20654 [1663] validation_0-mae:3978.33154 validation_1-mae:5987.90576 [1664] validation_0-mae:3977.13843 validation_1-mae:5988.45703 [1665] validation_0-mae:3975.83179 validation_1-mae:5988.22461 [1666] validation_0-mae:3974.86938 validation_1-mae:5988.32666 [1667] validation_0-mae:3974.23340 validation_1-mae:5987.99023 [1668] validation_0-mae:3973.44336 validation_1-mae:5987.77686 [1669] validation_0-mae:3972.69336 validation_1-mae:5987.91846 [1670] validation_0-mae:3972.07544 validation_1-mae:5987.90576 [1671] validation_0-mae:3971.49121 validation_1-mae:5987.86475 [1672] validation_0-mae:3970.36108 validation_1-mae:5987.67383 [1673] validation_0-mae:3970.03980 validation_1-mae:5987.83350 [1674] validation_0-mae:3968.93726 validation_1-mae:5987.64014 [1675] validation_0-mae:3968.33984 validation_1-mae:5987.59961 [1676] validation_0-mae:3968.19287 validation_1-mae:5987.63623 [1677] validation_0-mae:3967.57007 validation_1-mae:5987.10352 [1678] validation_0-mae:3966.74609 validation_1-mae:5987.12353 [1679] validation_0-mae:3966.06665 validation_1-mae:5987.32617 [1680] validation_0-mae:3965.23755 validation_1-mae:5987.25049 [1681] validation_0-mae:3964.60718 validation_1-mae:5987.23682 [1682] validation_0-mae:3963.46875 validation_1-mae:5987.35498 [1683] validation_0-mae:3962.38428 validation_1-mae:5987.62158 [1684] validation_0-mae:3961.91113 validation_1-mae:5987.38965 [1685] validation_0-mae:3961.26440 validation_1-mae:5987.14307 [1686] validation_0-mae:3960.28369 validation_1-mae:5986.94678 [1687] validation_0-mae:3959.24780 validation_1-mae:5987.32373 [1688] validation_0-mae:3958.40820 validation_1-mae:5987.27881 [1689] validation_0-mae:3957.56323 validation_1-mae:5987.14795 [1690] validation_0-mae:3957.01856 validation_1-mae:5987.13965 [1691] validation_0-mae:3956.14478 validation_1-mae:5987.07373 [1692] validation_0-mae:3955.06592 validation_1-mae:5987.46191 [1693] validation_0-mae:3953.68750 validation_1-mae:5987.86133 [1694] validation_0-mae:3952.95288 validation_1-mae:5988.14648 [1695] validation_0-mae:3951.87109 validation_1-mae:5988.22168 [1696] validation_0-mae:3950.62793 validation_1-mae:5988.44531 [1697] validation_0-mae:3949.55640 validation_1-mae:5988.34180 [1698] validation_0-mae:3948.65991 validation_1-mae:5988.38232 [1699] validation_0-mae:3947.76416 validation_1-mae:5988.74414 Dropping: province_nordrhein-westfalen [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65234 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.57666 [21] validation_0-mae:7944.89600 validation_1-mae:7832.65723 [22] validation_0-mae:7846.75684 validation_1-mae:7746.49707 [23] validation_0-mae:7760.49268 validation_1-mae:7677.36865 [24] validation_0-mae:7676.77881 validation_1-mae:7599.02197 [25] validation_0-mae:7604.22461 validation_1-mae:7535.70166 [26] validation_0-mae:7548.77930 validation_1-mae:7488.89014 [27] validation_0-mae:7488.50049 validation_1-mae:7434.85938 [28] validation_0-mae:7439.26465 validation_1-mae:7393.77002 [29] validation_0-mae:7397.07129 validation_1-mae:7359.59912 [30] validation_0-mae:7361.33447 validation_1-mae:7328.96973 [31] validation_0-mae:7320.76904 validation_1-mae:7292.48438 [32] validation_0-mae:7292.27344 validation_1-mae:7275.01514 [33] validation_0-mae:7264.06689 validation_1-mae:7253.97363 [34] validation_0-mae:7233.79004 validation_1-mae:7234.01221 [35] validation_0-mae:7202.32031 validation_1-mae:7209.13965 [36] validation_0-mae:7185.08740 validation_1-mae:7195.72412 [37] validation_0-mae:7167.61963 validation_1-mae:7185.29199 [38] validation_0-mae:7142.17969 validation_1-mae:7163.79248 [39] validation_0-mae:7120.81445 validation_1-mae:7146.60986 [40] validation_0-mae:7102.98682 validation_1-mae:7136.24072 [41] validation_0-mae:7086.79443 validation_1-mae:7123.84473 [42] validation_0-mae:7069.74609 validation_1-mae:7113.10352 [43] validation_0-mae:7049.70898 validation_1-mae:7099.29736 [44] validation_0-mae:7033.69287 validation_1-mae:7086.23926 [45] validation_0-mae:7014.76465 validation_1-mae:7073.08057 [46] validation_0-mae:6998.53857 validation_1-mae:7062.90869 [47] validation_0-mae:6975.02393 validation_1-mae:7044.14307 [48] validation_0-mae:6963.79541 validation_1-mae:7035.48242 [49] validation_0-mae:6944.66797 validation_1-mae:7021.31006 [50] validation_0-mae:6920.67480 validation_1-mae:7005.90088 [51] validation_0-mae:6908.85303 validation_1-mae:6996.65967 [52] validation_0-mae:6890.51709 validation_1-mae:6984.71728 [53] validation_0-mae:6871.32324 validation_1-mae:6967.95361 [54] validation_0-mae:6856.89600 validation_1-mae:6955.29834 [55] validation_0-mae:6846.20459 validation_1-mae:6948.85840 [56] validation_0-mae:6826.03076 validation_1-mae:6932.16504 [57] validation_0-mae:6813.08398 validation_1-mae:6923.58838 [58] validation_0-mae:6803.71582 validation_1-mae:6916.81641 [59] validation_0-mae:6786.72754 validation_1-mae:6908.85254 [60] validation_0-mae:6774.04492 validation_1-mae:6898.32129 [61] validation_0-mae:6760.41797 validation_1-mae:6887.52051 [62] validation_0-mae:6749.58740 validation_1-mae:6880.88281 [63] validation_0-mae:6734.16895 validation_1-mae:6868.40527 [64] validation_0-mae:6721.70703 validation_1-mae:6857.68311 [65] validation_0-mae:6710.04395 validation_1-mae:6848.97314 [66] validation_0-mae:6696.66162 validation_1-mae:6835.27148 [67] validation_0-mae:6686.05078 validation_1-mae:6829.55420 [68] validation_0-mae:6675.47510 validation_1-mae:6821.10156 [69] validation_0-mae:6670.55078 validation_1-mae:6817.77832 [70] validation_0-mae:6656.58936 validation_1-mae:6808.62695 [71] validation_0-mae:6645.05908 validation_1-mae:6799.95947 [72] validation_0-mae:6634.14893 validation_1-mae:6795.21728 [73] validation_0-mae:6626.81543 validation_1-mae:6788.82910 [74] validation_0-mae:6615.44531 validation_1-mae:6781.69727 [75] validation_0-mae:6594.58447 validation_1-mae:6762.98242 [76] validation_0-mae:6584.57227 validation_1-mae:6755.26123 [77] validation_0-mae:6580.47998 validation_1-mae:6750.83545 [78] validation_0-mae:6571.57471 validation_1-mae:6743.48389 [79] validation_0-mae:6562.46973 validation_1-mae:6738.70996 [80] validation_0-mae:6553.31299 validation_1-mae:6730.07910 [81] validation_0-mae:6540.72461 validation_1-mae:6721.88623 [82] validation_0-mae:6534.66016 validation_1-mae:6717.40820 [83] validation_0-mae:6526.12109 validation_1-mae:6710.78613 [84] validation_0-mae:6519.50488 validation_1-mae:6707.95410 [85] validation_0-mae:6510.27148 validation_1-mae:6701.48193 [86] validation_0-mae:6502.89111 validation_1-mae:6698.55762 [87] validation_0-mae:6490.11768 validation_1-mae:6688.49219 [88] validation_0-mae:6477.55420 validation_1-mae:6682.63379 [89] validation_0-mae:6471.57910 validation_1-mae:6676.69873 [90] validation_0-mae:6465.41211 validation_1-mae:6672.87500 [91] validation_0-mae:6457.54297 validation_1-mae:6665.91650 [92] validation_0-mae:6450.37793 validation_1-mae:6662.45752 [93] validation_0-mae:6442.47266 validation_1-mae:6659.30957 [94] validation_0-mae:6435.12744 validation_1-mae:6653.97022 [95] validation_0-mae:6427.84668 validation_1-mae:6648.41162 [96] validation_0-mae:6421.42432 validation_1-mae:6644.61523 [97] validation_0-mae:6410.98877 validation_1-mae:6638.22656 [98] validation_0-mae:6403.85107 validation_1-mae:6631.89746 [99] validation_0-mae:6396.78320 validation_1-mae:6627.17041 [100] validation_0-mae:6388.12402 validation_1-mae:6620.20068 [101] validation_0-mae:6385.41504 validation_1-mae:6618.61816 [102] validation_0-mae:6377.64502 validation_1-mae:6615.49316 [103] validation_0-mae:6372.82520 validation_1-mae:6611.00781 [104] validation_0-mae:6367.05615 validation_1-mae:6607.02978 [105] validation_0-mae:6362.55811 validation_1-mae:6604.50195 [106] validation_0-mae:6358.72998 validation_1-mae:6600.47803 [107] validation_0-mae:6349.83887 validation_1-mae:6596.19531 [108] validation_0-mae:6346.18994 validation_1-mae:6594.36865 [109] validation_0-mae:6333.95508 validation_1-mae:6585.16699 [110] validation_0-mae:6327.82129 validation_1-mae:6580.23145 [111] validation_0-mae:6319.35303 validation_1-mae:6573.81201 [112] validation_0-mae:6312.48047 validation_1-mae:6568.77441 [113] validation_0-mae:6308.04541 validation_1-mae:6565.51172 [114] validation_0-mae:6304.73779 validation_1-mae:6562.97559 [115] validation_0-mae:6300.12939 validation_1-mae:6559.83496 [116] validation_0-mae:6292.90576 validation_1-mae:6555.05664 [117] validation_0-mae:6291.09766 validation_1-mae:6555.19141 [118] validation_0-mae:6285.96240 validation_1-mae:6551.44482 [119] validation_0-mae:6278.62695 validation_1-mae:6548.06885 [120] validation_0-mae:6272.15967 validation_1-mae:6543.56445 [121] validation_0-mae:6265.87402 validation_1-mae:6539.10303 [122] validation_0-mae:6262.80908 validation_1-mae:6537.56445 [123] validation_0-mae:6258.66016 validation_1-mae:6534.43555 [124] validation_0-mae:6255.08887 validation_1-mae:6533.48926 [125] validation_0-mae:6245.60547 validation_1-mae:6525.62744 [126] validation_0-mae:6238.31103 validation_1-mae:6522.93408 [127] validation_0-mae:6233.67285 validation_1-mae:6520.77344 [128] validation_0-mae:6230.62793 validation_1-mae:6520.02588 [129] validation_0-mae:6224.03223 validation_1-mae:6518.85498 [130] validation_0-mae:6220.90820 validation_1-mae:6517.53223 [131] validation_0-mae:6214.78223 validation_1-mae:6513.81494 [132] validation_0-mae:6211.48828 validation_1-mae:6512.75439 [133] validation_0-mae:6207.75977 validation_1-mae:6510.78516 [134] validation_0-mae:6203.27490 validation_1-mae:6506.79199 [135] validation_0-mae:6198.12109 validation_1-mae:6503.73633 [136] validation_0-mae:6192.38184 validation_1-mae:6500.85010 [137] validation_0-mae:6186.58545 validation_1-mae:6497.61963 [138] validation_0-mae:6184.45459 validation_1-mae:6497.01562 [139] validation_0-mae:6180.71191 validation_1-mae:6494.40820 [140] validation_0-mae:6175.68506 validation_1-mae:6490.62207 [141] validation_0-mae:6169.76562 validation_1-mae:6487.91797 [142] validation_0-mae:6165.12695 validation_1-mae:6484.11865 [143] validation_0-mae:6160.46143 validation_1-mae:6481.60059 [144] validation_0-mae:6156.34912 validation_1-mae:6480.05371 [145] validation_0-mae:6152.66846 validation_1-mae:6479.42139 [146] validation_0-mae:6150.89844 validation_1-mae:6478.45020 [147] validation_0-mae:6145.59912 validation_1-mae:6476.93066 [148] validation_0-mae:6143.62744 validation_1-mae:6476.74268 [149] validation_0-mae:6141.17676 validation_1-mae:6476.10156 [150] validation_0-mae:6136.54297 validation_1-mae:6473.56348 [151] validation_0-mae:6131.21777 validation_1-mae:6470.85938 [152] validation_0-mae:6127.01318 validation_1-mae:6468.67188 [153] validation_0-mae:6121.22803 validation_1-mae:6464.63672 [154] validation_0-mae:6116.40576 validation_1-mae:6462.08350 [155] validation_0-mae:6114.54297 validation_1-mae:6460.75928 [156] validation_0-mae:6111.69092 validation_1-mae:6458.88867 [157] validation_0-mae:6104.90674 validation_1-mae:6452.95459 [158] validation_0-mae:6101.82031 validation_1-mae:6452.06103 [159] validation_0-mae:6100.02393 validation_1-mae:6450.39453 [160] validation_0-mae:6096.41699 validation_1-mae:6447.68652 [161] validation_0-mae:6091.83105 validation_1-mae:6445.39844 [162] validation_0-mae:6088.90430 validation_1-mae:6443.79590 [163] validation_0-mae:6085.64209 validation_1-mae:6441.59033 [164] validation_0-mae:6084.23047 validation_1-mae:6441.45361 [165] validation_0-mae:6080.68799 validation_1-mae:6441.02441 [166] validation_0-mae:6073.75488 validation_1-mae:6437.47461 [167] validation_0-mae:6070.77539 validation_1-mae:6436.76123 [168] validation_0-mae:6068.14160 validation_1-mae:6436.43262 [169] validation_0-mae:6065.86426 validation_1-mae:6435.09033 [170] validation_0-mae:6061.99853 validation_1-mae:6433.14258 [171] validation_0-mae:6057.29297 validation_1-mae:6430.78857 [172] validation_0-mae:6053.94385 validation_1-mae:6429.74463 [173] validation_0-mae:6051.08008 validation_1-mae:6428.56592 [174] validation_0-mae:6047.84131 validation_1-mae:6426.71436 [175] validation_0-mae:6044.92383 validation_1-mae:6424.69580 [176] validation_0-mae:6039.94287 validation_1-mae:6422.22217 [177] validation_0-mae:6036.48877 validation_1-mae:6420.80762 [178] validation_0-mae:6033.59473 validation_1-mae:6419.56445 [179] validation_0-mae:6030.12842 validation_1-mae:6418.50781 [180] validation_0-mae:6027.51123 validation_1-mae:6417.35547 [181] validation_0-mae:6025.22949 validation_1-mae:6417.21826 [182] validation_0-mae:6020.05420 validation_1-mae:6414.68164 [183] validation_0-mae:6016.22656 validation_1-mae:6411.95361 [184] validation_0-mae:6012.70361 validation_1-mae:6410.38477 [185] validation_0-mae:6009.30176 validation_1-mae:6408.95996 [186] validation_0-mae:6006.40918 validation_1-mae:6408.09961 [187] validation_0-mae:6003.15088 validation_1-mae:6407.38135 [188] validation_0-mae:5997.22412 validation_1-mae:6402.93701 [189] validation_0-mae:5994.35156 validation_1-mae:6401.73438 [190] validation_0-mae:5993.16309 validation_1-mae:6401.75098 [191] validation_0-mae:5988.52051 validation_1-mae:6398.99561 [192] validation_0-mae:5985.44385 validation_1-mae:6397.44971 [193] validation_0-mae:5983.87305 validation_1-mae:6396.36182 [194] validation_0-mae:5980.88037 validation_1-mae:6395.37109 [195] validation_0-mae:5977.48682 validation_1-mae:6393.26758 [196] validation_0-mae:5974.95703 validation_1-mae:6391.66992 [197] validation_0-mae:5973.63574 validation_1-mae:6390.97314 [198] validation_0-mae:5970.13428 validation_1-mae:6390.50537 [199] validation_0-mae:5966.64648 validation_1-mae:6390.32373 [200] validation_0-mae:5964.87353 validation_1-mae:6388.64502 [201] validation_0-mae:5961.99609 validation_1-mae:6388.87988 [202] validation_0-mae:5960.35059 validation_1-mae:6388.63721 [203] validation_0-mae:5957.67627 validation_1-mae:6388.06934 [204] validation_0-mae:5952.97168 validation_1-mae:6386.09277 [205] validation_0-mae:5950.36816 validation_1-mae:6385.55859 [206] validation_0-mae:5947.14355 validation_1-mae:6383.69629 [207] validation_0-mae:5943.51270 validation_1-mae:6381.55811 [208] validation_0-mae:5939.72607 validation_1-mae:6380.04053 [209] validation_0-mae:5935.73535 validation_1-mae:6378.96094 [210] validation_0-mae:5933.29199 validation_1-mae:6377.61279 [211] validation_0-mae:5932.32617 validation_1-mae:6376.95557 [212] validation_0-mae:5928.43897 validation_1-mae:6375.39551 [213] validation_0-mae:5925.79639 validation_1-mae:6374.73633 [214] validation_0-mae:5924.03760 validation_1-mae:6374.06397 [215] validation_0-mae:5920.96387 validation_1-mae:6372.25586 [216] validation_0-mae:5917.17773 validation_1-mae:6369.65869 [217] validation_0-mae:5913.09424 validation_1-mae:6366.89893 [218] validation_0-mae:5911.13525 validation_1-mae:6365.82178 [219] validation_0-mae:5908.38525 validation_1-mae:6364.45361 [220] validation_0-mae:5906.89404 validation_1-mae:6363.66602 [221] validation_0-mae:5903.31836 validation_1-mae:6362.42627 [222] validation_0-mae:5899.87158 validation_1-mae:6361.83545 [223] validation_0-mae:5897.01123 validation_1-mae:6361.69922 [224] validation_0-mae:5894.62647 validation_1-mae:6361.16650 [225] validation_0-mae:5892.13574 validation_1-mae:6360.96924 [226] validation_0-mae:5890.00488 validation_1-mae:6360.41064 [227] validation_0-mae:5886.68213 validation_1-mae:6358.97803 [228] validation_0-mae:5885.94580 validation_1-mae:6358.94238 [229] validation_0-mae:5884.36572 validation_1-mae:6358.94531 [230] validation_0-mae:5880.19775 validation_1-mae:6358.87451 [231] validation_0-mae:5876.86426 validation_1-mae:6356.36719 [232] validation_0-mae:5875.33350 validation_1-mae:6355.60889 [233] validation_0-mae:5873.52002 validation_1-mae:6355.10010 [234] validation_0-mae:5867.85498 validation_1-mae:6351.68506 [235] validation_0-mae:5865.45166 validation_1-mae:6350.55518 [236] validation_0-mae:5861.61816 validation_1-mae:6349.13818 [237] validation_0-mae:5859.64697 validation_1-mae:6349.37451 [238] validation_0-mae:5852.35889 validation_1-mae:6345.04248 [239] validation_0-mae:5850.00147 validation_1-mae:6344.01807 [240] validation_0-mae:5845.87549 validation_1-mae:6342.38721 [241] validation_0-mae:5842.41309 validation_1-mae:6342.03711 [242] validation_0-mae:5838.49316 validation_1-mae:6340.78418 [243] validation_0-mae:5834.91064 validation_1-mae:6339.54541 [244] validation_0-mae:5832.57959 validation_1-mae:6339.04199 [245] validation_0-mae:5829.37549 validation_1-mae:6337.78906 [246] validation_0-mae:5828.75488 validation_1-mae:6337.79688 [247] validation_0-mae:5823.55322 validation_1-mae:6332.83447 [248] validation_0-mae:5821.03418 validation_1-mae:6332.16260 [249] validation_0-mae:5817.36328 validation_1-mae:6330.55713 [250] validation_0-mae:5814.35791 validation_1-mae:6329.38867 [251] validation_0-mae:5810.18213 validation_1-mae:6326.02441 [252] validation_0-mae:5808.77539 validation_1-mae:6325.43213 [253] validation_0-mae:5805.55225 validation_1-mae:6324.39648 [254] validation_0-mae:5802.99805 validation_1-mae:6324.10938 [255] validation_0-mae:5799.75586 validation_1-mae:6323.21338 [256] validation_0-mae:5796.94531 validation_1-mae:6321.58154 [257] validation_0-mae:5794.22852 validation_1-mae:6321.65869 [258] validation_0-mae:5792.69971 validation_1-mae:6321.55322 [259] validation_0-mae:5789.56397 validation_1-mae:6319.36377 [260] validation_0-mae:5787.17090 validation_1-mae:6319.65869 [261] validation_0-mae:5783.81445 validation_1-mae:6318.77295 [262] validation_0-mae:5781.80518 validation_1-mae:6318.43115 [263] validation_0-mae:5779.46045 validation_1-mae:6317.34277 [264] validation_0-mae:5778.73242 validation_1-mae:6317.21582 [265] validation_0-mae:5774.12158 validation_1-mae:6313.15576 [266] validation_0-mae:5767.94775 validation_1-mae:6310.90967 [267] validation_0-mae:5761.48584 validation_1-mae:6308.24512 [268] validation_0-mae:5758.90576 validation_1-mae:6306.58691 [269] validation_0-mae:5752.86572 validation_1-mae:6303.75195 [270] validation_0-mae:5749.25879 validation_1-mae:6301.33447 [271] validation_0-mae:5747.39258 validation_1-mae:6300.87988 [272] validation_0-mae:5746.16650 validation_1-mae:6300.99512 [273] validation_0-mae:5743.83301 validation_1-mae:6299.83154 [274] validation_0-mae:5742.53320 validation_1-mae:6300.19922 [275] validation_0-mae:5736.65381 validation_1-mae:6296.12158 [276] validation_0-mae:5733.99512 validation_1-mae:6295.27100 [277] validation_0-mae:5731.23291 validation_1-mae:6294.88037 [278] validation_0-mae:5729.65088 validation_1-mae:6293.41846 [279] validation_0-mae:5727.34570 validation_1-mae:6292.95410 [280] validation_0-mae:5726.70117 validation_1-mae:6292.38721 [281] validation_0-mae:5724.68066 validation_1-mae:6291.35303 [282] validation_0-mae:5722.72070 validation_1-mae:6290.79932 [283] validation_0-mae:5720.15576 validation_1-mae:6288.05029 [284] validation_0-mae:5716.33301 validation_1-mae:6284.74951 [285] validation_0-mae:5711.16943 validation_1-mae:6281.34717 [286] validation_0-mae:5708.41016 validation_1-mae:6279.80420 [287] validation_0-mae:5702.88379 validation_1-mae:6277.12988 [288] validation_0-mae:5701.03027 validation_1-mae:6277.02588 [289] validation_0-mae:5697.04785 validation_1-mae:6275.30518 [290] validation_0-mae:5694.19971 validation_1-mae:6273.07764 [291] validation_0-mae:5690.37207 validation_1-mae:6270.34717 [292] validation_0-mae:5688.55029 validation_1-mae:6269.98926 [293] validation_0-mae:5686.53662 validation_1-mae:6269.60156 [294] validation_0-mae:5685.89160 validation_1-mae:6269.12451 [295] validation_0-mae:5684.77051 validation_1-mae:6268.45801 [296] validation_0-mae:5682.26953 validation_1-mae:6267.08154 [297] validation_0-mae:5679.88721 validation_1-mae:6266.32812 [298] validation_0-mae:5677.99316 validation_1-mae:6266.01514 [299] validation_0-mae:5672.74219 validation_1-mae:6264.06397 [300] validation_0-mae:5667.50000 validation_1-mae:6261.76318 [301] validation_0-mae:5666.15332 validation_1-mae:6261.42285 [302] validation_0-mae:5664.76562 validation_1-mae:6261.11670 [303] validation_0-mae:5661.56250 validation_1-mae:6260.68164 [304] validation_0-mae:5661.00684 validation_1-mae:6260.72412 [305] validation_0-mae:5660.25000 validation_1-mae:6261.18164 [306] validation_0-mae:5656.91797 validation_1-mae:6259.94238 [307] validation_0-mae:5653.33984 validation_1-mae:6258.74268 [308] validation_0-mae:5651.70312 validation_1-mae:6258.83447 [309] validation_0-mae:5649.88379 validation_1-mae:6258.17334 [310] validation_0-mae:5644.46045 validation_1-mae:6254.50781 [311] validation_0-mae:5642.54297 validation_1-mae:6253.56689 [312] validation_0-mae:5638.64600 validation_1-mae:6251.70557 [313] validation_0-mae:5636.39648 validation_1-mae:6252.10205 [314] validation_0-mae:5633.46924 validation_1-mae:6251.31494 [315] validation_0-mae:5631.54883 validation_1-mae:6250.63818 [316] validation_0-mae:5630.19922 validation_1-mae:6249.67920 [317] validation_0-mae:5626.98145 validation_1-mae:6248.91162 [318] validation_0-mae:5622.29541 validation_1-mae:6246.53223 [319] validation_0-mae:5620.19727 validation_1-mae:6246.12988 [320] validation_0-mae:5618.03711 validation_1-mae:6246.15820 [321] validation_0-mae:5615.63281 validation_1-mae:6246.17236 [322] validation_0-mae:5612.06885 validation_1-mae:6243.86377 [323] validation_0-mae:5611.18066 validation_1-mae:6243.76172 [324] validation_0-mae:5608.56055 validation_1-mae:6243.62500 [325] validation_0-mae:5605.81934 validation_1-mae:6244.61523 [326] validation_0-mae:5603.93457 validation_1-mae:6243.57227 [327] validation_0-mae:5601.95117 validation_1-mae:6243.13867 [328] validation_0-mae:5599.34326 validation_1-mae:6240.79199 [329] validation_0-mae:5597.61816 validation_1-mae:6240.23047 [330] validation_0-mae:5596.67969 validation_1-mae:6240.58252 [331] validation_0-mae:5594.22510 validation_1-mae:6239.34473 [332] validation_0-mae:5593.64941 validation_1-mae:6239.17822 [333] validation_0-mae:5591.85645 validation_1-mae:6239.23877 [334] validation_0-mae:5589.13721 validation_1-mae:6238.94043 [335] validation_0-mae:5586.39404 validation_1-mae:6238.35889 [336] validation_0-mae:5585.00928 validation_1-mae:6238.21924 [337] validation_0-mae:5583.59814 validation_1-mae:6237.58008 [338] validation_0-mae:5579.49365 validation_1-mae:6236.25928 [339] validation_0-mae:5578.45850 validation_1-mae:6236.08984 [340] validation_0-mae:5576.81006 validation_1-mae:6235.33008 [341] validation_0-mae:5572.80078 validation_1-mae:6232.04541 [342] validation_0-mae:5568.93945 validation_1-mae:6230.16602 [343] validation_0-mae:5567.10010 validation_1-mae:6228.86133 [344] validation_0-mae:5565.69189 validation_1-mae:6228.85938 [345] validation_0-mae:5563.96728 validation_1-mae:6228.59180 [346] validation_0-mae:5562.10791 validation_1-mae:6228.93555 [347] validation_0-mae:5560.45068 validation_1-mae:6229.41650 [348] validation_0-mae:5556.35889 validation_1-mae:6226.97559 [349] validation_0-mae:5552.55664 validation_1-mae:6223.91357 [350] validation_0-mae:5551.48535 validation_1-mae:6223.33887 [351] validation_0-mae:5551.18066 validation_1-mae:6223.29688 [352] validation_0-mae:5548.34912 validation_1-mae:6222.99561 [353] validation_0-mae:5545.92969 validation_1-mae:6222.74512 [354] validation_0-mae:5544.84180 validation_1-mae:6222.26562 [355] validation_0-mae:5538.79492 validation_1-mae:6219.94336 [356] validation_0-mae:5535.82471 validation_1-mae:6218.57031 [357] validation_0-mae:5533.11133 validation_1-mae:6216.30615 [358] validation_0-mae:5531.62256 validation_1-mae:6216.36963 [359] validation_0-mae:5529.52295 validation_1-mae:6215.74316 [360] validation_0-mae:5528.86084 validation_1-mae:6216.27002 [361] validation_0-mae:5525.46045 validation_1-mae:6214.39697 [362] validation_0-mae:5520.96143 validation_1-mae:6210.79492 [363] validation_0-mae:5519.27686 validation_1-mae:6210.58789 [364] validation_0-mae:5515.74268 validation_1-mae:6208.84131 [365] validation_0-mae:5515.25586 validation_1-mae:6208.78857 [366] validation_0-mae:5514.58203 validation_1-mae:6208.39014 [367] validation_0-mae:5513.10107 validation_1-mae:6208.87891 [368] validation_0-mae:5512.19482 validation_1-mae:6208.64160 [369] validation_0-mae:5511.16895 validation_1-mae:6208.07812 [370] validation_0-mae:5508.97754 validation_1-mae:6207.60986 [371] validation_0-mae:5507.74463 validation_1-mae:6206.87256 [372] validation_0-mae:5506.92090 validation_1-mae:6206.97314 [373] validation_0-mae:5504.84131 validation_1-mae:6205.01611 [374] validation_0-mae:5501.62402 validation_1-mae:6203.90283 [375] validation_0-mae:5500.06494 validation_1-mae:6203.10059 [376] validation_0-mae:5498.89893 validation_1-mae:6202.30176 [377] validation_0-mae:5496.34375 validation_1-mae:6201.45752 [378] validation_0-mae:5495.19238 validation_1-mae:6201.86572 [379] validation_0-mae:5493.87207 validation_1-mae:6202.08496 [380] validation_0-mae:5493.58105 validation_1-mae:6202.05176 [381] validation_0-mae:5489.09912 validation_1-mae:6200.01172 [382] validation_0-mae:5485.18066 validation_1-mae:6197.63818 [383] validation_0-mae:5483.00635 validation_1-mae:6197.18994 [384] validation_0-mae:5480.83496 validation_1-mae:6196.86865 [385] validation_0-mae:5477.40772 validation_1-mae:6194.86816 [386] validation_0-mae:5476.88574 validation_1-mae:6194.86768 [387] validation_0-mae:5474.04980 validation_1-mae:6194.29639 [388] validation_0-mae:5472.43994 validation_1-mae:6194.77051 [389] validation_0-mae:5470.46826 validation_1-mae:6194.68848 [390] validation_0-mae:5466.92188 validation_1-mae:6192.40283 [391] validation_0-mae:5465.33154 validation_1-mae:6192.40625 [392] validation_0-mae:5463.02393 validation_1-mae:6191.46826 [393] validation_0-mae:5460.13379 validation_1-mae:6191.01953 [394] validation_0-mae:5458.37500 validation_1-mae:6190.43750 [395] validation_0-mae:5457.38672 validation_1-mae:6189.95166 [396] validation_0-mae:5455.49512 validation_1-mae:6189.60840 [397] validation_0-mae:5454.76465 validation_1-mae:6189.21191 [398] validation_0-mae:5450.01123 validation_1-mae:6187.60498 [399] validation_0-mae:5448.72510 validation_1-mae:6188.35400 [400] validation_0-mae:5448.21973 validation_1-mae:6188.32666 [401] validation_0-mae:5446.39453 validation_1-mae:6189.13232 [402] validation_0-mae:5445.18115 validation_1-mae:6187.86426 [403] validation_0-mae:5442.89600 validation_1-mae:6187.80469 [404] validation_0-mae:5441.80615 validation_1-mae:6187.64600 [405] validation_0-mae:5440.92285 validation_1-mae:6187.69629 [406] validation_0-mae:5439.51904 validation_1-mae:6187.22070 [407] validation_0-mae:5436.54980 validation_1-mae:6185.93603 [408] validation_0-mae:5433.10938 validation_1-mae:6183.73096 [409] validation_0-mae:5430.26514 validation_1-mae:6182.38428 [410] validation_0-mae:5426.65283 validation_1-mae:6181.81348 [411] validation_0-mae:5424.44873 validation_1-mae:6180.65576 [412] validation_0-mae:5422.46777 validation_1-mae:6180.67236 [413] validation_0-mae:5421.01514 validation_1-mae:6180.00293 [414] validation_0-mae:5418.82324 validation_1-mae:6179.92334 [415] validation_0-mae:5417.03906 validation_1-mae:6179.87500 [416] validation_0-mae:5415.49121 validation_1-mae:6179.03662 [417] validation_0-mae:5413.95703 validation_1-mae:6178.55322 [418] validation_0-mae:5410.83496 validation_1-mae:6176.60742 [419] validation_0-mae:5410.70068 validation_1-mae:6176.66650 [420] validation_0-mae:5408.21533 validation_1-mae:6175.99512 [421] validation_0-mae:5406.41504 validation_1-mae:6175.84522 [422] validation_0-mae:5404.86816 validation_1-mae:6175.73633 [423] validation_0-mae:5403.14551 validation_1-mae:6175.45996 [424] validation_0-mae:5402.37988 validation_1-mae:6174.82031 [425] validation_0-mae:5399.91895 validation_1-mae:6174.43555 [426] validation_0-mae:5398.00147 validation_1-mae:6173.90723 [427] validation_0-mae:5395.76953 validation_1-mae:6173.75488 [428] validation_0-mae:5393.94238 validation_1-mae:6171.94043 [429] validation_0-mae:5392.80029 validation_1-mae:6171.59082 [430] validation_0-mae:5389.15234 validation_1-mae:6170.62500 [431] validation_0-mae:5387.68897 validation_1-mae:6171.37549 [432] validation_0-mae:5385.82471 validation_1-mae:6170.84375 [433] validation_0-mae:5383.30908 validation_1-mae:6171.24365 [434] validation_0-mae:5381.14795 validation_1-mae:6170.98779 [435] validation_0-mae:5379.00684 validation_1-mae:6170.08447 [436] validation_0-mae:5377.14795 validation_1-mae:6170.04834 [437] validation_0-mae:5374.72022 validation_1-mae:6168.61230 [438] validation_0-mae:5372.50830 validation_1-mae:6167.89990 [439] validation_0-mae:5371.88428 validation_1-mae:6167.51221 [440] validation_0-mae:5371.14404 validation_1-mae:6167.22217 [441] validation_0-mae:5370.63672 validation_1-mae:6167.32861 [442] validation_0-mae:5370.23486 validation_1-mae:6167.35840 [443] validation_0-mae:5369.38037 validation_1-mae:6167.36279 [444] validation_0-mae:5367.50781 validation_1-mae:6166.13818 [445] validation_0-mae:5365.83838 validation_1-mae:6165.38574 [446] validation_0-mae:5362.98584 validation_1-mae:6165.90283 [447] validation_0-mae:5360.62647 validation_1-mae:6165.02930 [448] validation_0-mae:5357.26367 validation_1-mae:6164.68799 [449] validation_0-mae:5355.61426 validation_1-mae:6164.51562 [450] validation_0-mae:5354.45166 validation_1-mae:6164.34277 [451] validation_0-mae:5352.59766 validation_1-mae:6164.36182 [452] validation_0-mae:5351.59668 validation_1-mae:6164.37353 [453] validation_0-mae:5348.66943 validation_1-mae:6163.69531 [454] validation_0-mae:5345.96924 validation_1-mae:6162.94922 [455] validation_0-mae:5344.20264 validation_1-mae:6162.33105 [456] validation_0-mae:5342.06689 validation_1-mae:6160.94531 [457] validation_0-mae:5340.23633 validation_1-mae:6159.81836 [458] validation_0-mae:5337.86426 validation_1-mae:6159.13379 [459] validation_0-mae:5334.28418 validation_1-mae:6156.93311 [460] validation_0-mae:5331.12891 validation_1-mae:6157.01025 [461] validation_0-mae:5329.33887 validation_1-mae:6156.61133 [462] validation_0-mae:5327.99316 validation_1-mae:6156.95361 [463] validation_0-mae:5325.74023 validation_1-mae:6155.75098 [464] validation_0-mae:5324.67236 validation_1-mae:6155.84326 [465] validation_0-mae:5324.54492 validation_1-mae:6155.98682 [466] validation_0-mae:5322.18555 validation_1-mae:6155.21045 [467] validation_0-mae:5320.59619 validation_1-mae:6155.19580 [468] validation_0-mae:5318.31641 validation_1-mae:6153.62549 [469] validation_0-mae:5314.58057 validation_1-mae:6152.77539 [470] validation_0-mae:5313.09912 validation_1-mae:6152.37256 [471] validation_0-mae:5309.58057 validation_1-mae:6152.24805 [472] validation_0-mae:5306.73779 validation_1-mae:6151.56543 [473] validation_0-mae:5305.93213 validation_1-mae:6151.38135 [474] validation_0-mae:5305.10791 validation_1-mae:6151.15039 [475] validation_0-mae:5302.25147 validation_1-mae:6150.81250 [476] validation_0-mae:5300.99023 validation_1-mae:6149.62500 [477] validation_0-mae:5299.30811 validation_1-mae:6148.86084 [478] validation_0-mae:5295.19141 validation_1-mae:6147.79053 [479] validation_0-mae:5292.45459 validation_1-mae:6147.81055 [480] validation_0-mae:5290.29395 validation_1-mae:6147.82568 [481] validation_0-mae:5288.54541 validation_1-mae:6147.92090 [482] validation_0-mae:5286.64893 validation_1-mae:6147.60449 [483] validation_0-mae:5284.75732 validation_1-mae:6146.80615 [484] validation_0-mae:5283.25879 validation_1-mae:6145.50342 [485] validation_0-mae:5282.30664 validation_1-mae:6144.94189 [486] validation_0-mae:5280.49951 validation_1-mae:6143.99219 [487] validation_0-mae:5279.39307 validation_1-mae:6144.02978 [488] validation_0-mae:5277.24658 validation_1-mae:6143.77393 [489] validation_0-mae:5275.39844 validation_1-mae:6143.57080 [490] validation_0-mae:5272.95312 validation_1-mae:6142.53027 [491] validation_0-mae:5271.77783 validation_1-mae:6142.08496 [492] validation_0-mae:5269.89307 validation_1-mae:6141.58740 [493] validation_0-mae:5267.79004 validation_1-mae:6140.96826 [494] validation_0-mae:5265.69043 validation_1-mae:6141.06445 [495] validation_0-mae:5263.20752 validation_1-mae:6139.65527 [496] validation_0-mae:5261.20654 validation_1-mae:6139.68457 [497] validation_0-mae:5258.34668 validation_1-mae:6138.50977 [498] validation_0-mae:5254.94336 validation_1-mae:6138.50684 [499] validation_0-mae:5253.60547 validation_1-mae:6138.29883 [500] validation_0-mae:5251.41064 validation_1-mae:6137.45264 [501] validation_0-mae:5249.63818 validation_1-mae:6136.62891 [502] validation_0-mae:5248.25098 validation_1-mae:6137.21436 [503] validation_0-mae:5246.18457 validation_1-mae:6136.72510 [504] validation_0-mae:5245.71387 validation_1-mae:6136.93262 [505] validation_0-mae:5243.43848 validation_1-mae:6135.33350 [506] validation_0-mae:5242.44678 validation_1-mae:6134.78467 [507] validation_0-mae:5240.69531 validation_1-mae:6135.17578 [508] validation_0-mae:5236.88232 validation_1-mae:6134.36035 [509] validation_0-mae:5236.44385 validation_1-mae:6134.39648 [510] validation_0-mae:5234.06152 validation_1-mae:6133.16309 [511] validation_0-mae:5231.68457 validation_1-mae:6131.54541 [512] validation_0-mae:5230.41846 validation_1-mae:6131.30566 [513] validation_0-mae:5228.57471 validation_1-mae:6130.03418 [514] validation_0-mae:5227.59912 validation_1-mae:6129.88867 [515] validation_0-mae:5225.98730 validation_1-mae:6129.49268 [516] validation_0-mae:5224.21924 validation_1-mae:6129.64795 [517] validation_0-mae:5222.80664 validation_1-mae:6129.55615 [518] validation_0-mae:5220.78711 validation_1-mae:6129.33984 [519] validation_0-mae:5219.74707 validation_1-mae:6129.41406 [520] validation_0-mae:5219.35400 validation_1-mae:6129.62988 [521] validation_0-mae:5216.96973 validation_1-mae:6129.07324 [522] validation_0-mae:5214.14941 validation_1-mae:6127.54883 [523] validation_0-mae:5212.97998 validation_1-mae:6127.10156 [524] validation_0-mae:5212.39355 validation_1-mae:6127.09522 [525] validation_0-mae:5210.96777 validation_1-mae:6126.20605 [526] validation_0-mae:5209.66162 validation_1-mae:6125.60547 [527] validation_0-mae:5208.15283 validation_1-mae:6125.43457 [528] validation_0-mae:5206.18555 validation_1-mae:6124.84277 [529] validation_0-mae:5202.93701 validation_1-mae:6123.97266 [530] validation_0-mae:5201.62988 validation_1-mae:6123.66992 [531] validation_0-mae:5201.05078 validation_1-mae:6123.86084 [532] validation_0-mae:5199.69824 validation_1-mae:6124.26904 [533] validation_0-mae:5197.50244 validation_1-mae:6123.63770 [534] validation_0-mae:5196.69092 validation_1-mae:6123.56201 [535] validation_0-mae:5194.76660 validation_1-mae:6122.96631 [536] validation_0-mae:5193.15625 validation_1-mae:6121.79688 [537] validation_0-mae:5192.14258 validation_1-mae:6122.21143 [538] validation_0-mae:5192.05615 validation_1-mae:6122.19482 [539] validation_0-mae:5190.76758 validation_1-mae:6122.43457 [540] validation_0-mae:5189.12549 validation_1-mae:6122.27393 [541] validation_0-mae:5187.16504 validation_1-mae:6122.07861 [542] validation_0-mae:5185.62598 validation_1-mae:6121.94238 [543] validation_0-mae:5184.89453 validation_1-mae:6122.02100 [544] validation_0-mae:5183.01904 validation_1-mae:6121.94580 [545] validation_0-mae:5181.14209 validation_1-mae:6121.18945 [546] validation_0-mae:5180.37647 validation_1-mae:6121.11133 [547] validation_0-mae:5179.02295 validation_1-mae:6120.44336 [548] validation_0-mae:5175.80225 validation_1-mae:6119.63037 [549] validation_0-mae:5172.63818 validation_1-mae:6117.73340 [550] validation_0-mae:5171.66602 validation_1-mae:6117.23340 [551] validation_0-mae:5170.85547 validation_1-mae:6116.94141 [552] validation_0-mae:5169.02832 validation_1-mae:6116.01367 [553] validation_0-mae:5167.74316 validation_1-mae:6116.30420 [554] validation_0-mae:5165.73926 validation_1-mae:6116.23975 [555] validation_0-mae:5163.76514 validation_1-mae:6115.36523 [556] validation_0-mae:5160.76318 validation_1-mae:6114.87988 [557] validation_0-mae:5157.48682 validation_1-mae:6114.98340 [558] validation_0-mae:5154.53369 validation_1-mae:6113.52881 [559] validation_0-mae:5153.13281 validation_1-mae:6113.70361 [560] validation_0-mae:5152.94385 validation_1-mae:6113.62793 [561] validation_0-mae:5151.37842 validation_1-mae:6113.67529 [562] validation_0-mae:5150.79150 validation_1-mae:6113.52881 [563] validation_0-mae:5149.09668 validation_1-mae:6113.85303 [564] validation_0-mae:5148.04980 validation_1-mae:6113.83789 [565] validation_0-mae:5144.47656 validation_1-mae:6113.18750 [566] validation_0-mae:5142.92334 validation_1-mae:6112.09033 [567] validation_0-mae:5141.80029 validation_1-mae:6112.17920 [568] validation_0-mae:5140.49609 validation_1-mae:6112.04248 [569] validation_0-mae:5140.16553 validation_1-mae:6111.93750 [570] validation_0-mae:5139.03027 validation_1-mae:6111.74561 [571] validation_0-mae:5138.89551 validation_1-mae:6111.74316 [572] validation_0-mae:5136.76611 validation_1-mae:6111.23926 [573] validation_0-mae:5136.03223 validation_1-mae:6111.07861 [574] validation_0-mae:5133.38428 validation_1-mae:6111.30127 [575] validation_0-mae:5131.92236 validation_1-mae:6111.05566 [576] validation_0-mae:5129.79297 validation_1-mae:6110.22705 [577] validation_0-mae:5128.56250 validation_1-mae:6110.17773 [578] validation_0-mae:5125.97363 validation_1-mae:6109.09863 [579] validation_0-mae:5124.02393 validation_1-mae:6107.99902 [580] validation_0-mae:5122.66211 validation_1-mae:6107.92920 [581] validation_0-mae:5121.37500 validation_1-mae:6107.86816 [582] validation_0-mae:5118.43018 validation_1-mae:6106.38525 [583] validation_0-mae:5116.84961 validation_1-mae:6106.20312 [584] validation_0-mae:5115.53711 validation_1-mae:6105.68701 [585] validation_0-mae:5114.19971 validation_1-mae:6104.95410 [586] validation_0-mae:5113.24072 validation_1-mae:6105.56103 [587] validation_0-mae:5111.54004 validation_1-mae:6105.20508 [588] validation_0-mae:5110.03564 validation_1-mae:6105.00293 [589] validation_0-mae:5108.60938 validation_1-mae:6104.11719 [590] validation_0-mae:5106.57959 validation_1-mae:6102.96875 [591] validation_0-mae:5104.77539 validation_1-mae:6102.68994 [592] validation_0-mae:5103.26270 validation_1-mae:6102.64502 [593] validation_0-mae:5101.19775 validation_1-mae:6102.05957 [594] validation_0-mae:5100.14355 validation_1-mae:6102.04492 [595] validation_0-mae:5098.75879 validation_1-mae:6101.52930 [596] validation_0-mae:5097.28711 validation_1-mae:6100.57031 [597] validation_0-mae:5095.76367 validation_1-mae:6100.00147 [598] validation_0-mae:5093.49463 validation_1-mae:6099.18945 [599] validation_0-mae:5092.00147 validation_1-mae:6098.49561 [600] validation_0-mae:5091.04639 validation_1-mae:6098.63379 [601] validation_0-mae:5086.33154 validation_1-mae:6097.94043 [602] validation_0-mae:5084.97754 validation_1-mae:6098.10449 [603] validation_0-mae:5084.12305 validation_1-mae:6098.27100 [604] validation_0-mae:5082.72461 validation_1-mae:6097.52978 [605] validation_0-mae:5082.65869 validation_1-mae:6097.62451 [606] validation_0-mae:5080.31348 validation_1-mae:6096.47949 [607] validation_0-mae:5079.21387 validation_1-mae:6096.84473 [608] validation_0-mae:5077.06006 validation_1-mae:6096.55811 [609] validation_0-mae:5076.55518 validation_1-mae:6096.45898 [610] validation_0-mae:5074.87891 validation_1-mae:6096.11279 [611] validation_0-mae:5073.62012 validation_1-mae:6096.11914 [612] validation_0-mae:5072.70654 validation_1-mae:6095.88574 [613] validation_0-mae:5071.63916 validation_1-mae:6096.33008 [614] validation_0-mae:5070.49268 validation_1-mae:6096.09473 [615] validation_0-mae:5068.70312 validation_1-mae:6095.49414 [616] validation_0-mae:5066.18555 validation_1-mae:6094.43359 [617] validation_0-mae:5064.35449 validation_1-mae:6092.85645 [618] validation_0-mae:5063.60596 validation_1-mae:6092.96582 [619] validation_0-mae:5061.98730 validation_1-mae:6093.39893 [620] validation_0-mae:5060.11426 validation_1-mae:6092.63135 [621] validation_0-mae:5058.78955 validation_1-mae:6092.45752 [622] validation_0-mae:5058.11035 validation_1-mae:6091.99902 [623] validation_0-mae:5057.15039 validation_1-mae:6091.75439 [624] validation_0-mae:5056.00439 validation_1-mae:6090.91162 [625] validation_0-mae:5054.77930 validation_1-mae:6090.43311 [626] validation_0-mae:5051.04785 validation_1-mae:6089.14453 [627] validation_0-mae:5049.52881 validation_1-mae:6088.45264 [628] validation_0-mae:5047.39404 validation_1-mae:6088.03662 [629] validation_0-mae:5047.17627 validation_1-mae:6088.26416 [630] validation_0-mae:5045.92383 validation_1-mae:6088.13135 [631] validation_0-mae:5044.28906 validation_1-mae:6087.73389 [632] validation_0-mae:5042.74463 validation_1-mae:6087.55176 [633] validation_0-mae:5042.18213 validation_1-mae:6087.54590 [634] validation_0-mae:5040.55127 validation_1-mae:6086.90381 [635] validation_0-mae:5038.69287 validation_1-mae:6086.49512 [636] validation_0-mae:5035.90772 validation_1-mae:6085.74170 [637] validation_0-mae:5034.57178 validation_1-mae:6085.21924 [638] validation_0-mae:5033.74023 validation_1-mae:6085.22119 [639] validation_0-mae:5033.65186 validation_1-mae:6085.23926 [640] validation_0-mae:5033.35010 validation_1-mae:6085.40381 [641] validation_0-mae:5032.61279 validation_1-mae:6085.38574 [642] validation_0-mae:5031.75488 validation_1-mae:6085.11963 [643] validation_0-mae:5030.33447 validation_1-mae:6085.12500 [644] validation_0-mae:5029.03564 validation_1-mae:6085.05518 [645] validation_0-mae:5026.77686 validation_1-mae:6083.93897 [646] validation_0-mae:5025.63721 validation_1-mae:6084.28418 [647] validation_0-mae:5024.91162 validation_1-mae:6084.07178 [648] validation_0-mae:5023.20508 validation_1-mae:6083.56836 [649] validation_0-mae:5021.85254 validation_1-mae:6083.73584 [650] validation_0-mae:5020.86377 validation_1-mae:6083.49951 [651] validation_0-mae:5017.41064 validation_1-mae:6083.34814 [652] validation_0-mae:5015.78027 validation_1-mae:6083.96143 [653] validation_0-mae:5014.57324 validation_1-mae:6083.61426 [654] validation_0-mae:5013.68945 validation_1-mae:6083.32422 [655] validation_0-mae:5012.34912 validation_1-mae:6083.09717 [656] validation_0-mae:5011.49121 validation_1-mae:6082.84131 [657] validation_0-mae:5009.90723 validation_1-mae:6082.73926 [658] validation_0-mae:5008.67139 validation_1-mae:6083.06543 [659] validation_0-mae:5007.58447 validation_1-mae:6083.42920 [660] validation_0-mae:5005.95996 validation_1-mae:6083.35449 [661] validation_0-mae:5003.64502 validation_1-mae:6082.83252 [662] validation_0-mae:5003.38965 validation_1-mae:6082.81787 [663] validation_0-mae:5002.45068 validation_1-mae:6082.73584 [664] validation_0-mae:5001.56592 validation_1-mae:6082.82910 [665] validation_0-mae:5000.31787 validation_1-mae:6081.76855 [666] validation_0-mae:4998.74365 validation_1-mae:6080.84424 [667] validation_0-mae:4997.50684 validation_1-mae:6080.59912 [668] validation_0-mae:4996.82373 validation_1-mae:6080.34424 [669] validation_0-mae:4995.71289 validation_1-mae:6079.85742 [670] validation_0-mae:4994.81152 validation_1-mae:6079.65039 [671] validation_0-mae:4994.47607 validation_1-mae:6079.76318 [672] validation_0-mae:4992.60303 validation_1-mae:6079.41455 [673] validation_0-mae:4989.86865 validation_1-mae:6079.32812 [674] validation_0-mae:4987.48730 validation_1-mae:6077.88281 [675] validation_0-mae:4984.74023 validation_1-mae:6077.54834 [676] validation_0-mae:4983.38428 validation_1-mae:6076.98730 [677] validation_0-mae:4980.98975 validation_1-mae:6075.79346 [678] validation_0-mae:4979.97754 validation_1-mae:6075.81494 [679] validation_0-mae:4979.73438 validation_1-mae:6075.77490 [680] validation_0-mae:4978.81592 validation_1-mae:6076.12939 [681] validation_0-mae:4975.94922 validation_1-mae:6074.41064 [682] validation_0-mae:4973.77100 validation_1-mae:6073.44971 [683] validation_0-mae:4972.78125 validation_1-mae:6073.67334 [684] validation_0-mae:4971.86035 validation_1-mae:6073.67529 [685] validation_0-mae:4970.23535 validation_1-mae:6073.27246 [686] validation_0-mae:4966.78125 validation_1-mae:6072.08008 [687] validation_0-mae:4965.37744 validation_1-mae:6071.92529 [688] validation_0-mae:4964.40527 validation_1-mae:6071.45654 [689] validation_0-mae:4962.40186 validation_1-mae:6070.84277 [690] validation_0-mae:4959.27441 validation_1-mae:6069.09912 [691] validation_0-mae:4957.26416 validation_1-mae:6069.29004 [692] validation_0-mae:4954.05615 validation_1-mae:6068.47363 [693] validation_0-mae:4951.24707 validation_1-mae:6066.63770 [694] validation_0-mae:4948.56250 validation_1-mae:6066.70361 [695] validation_0-mae:4946.18555 validation_1-mae:6065.51318 [696] validation_0-mae:4945.12451 validation_1-mae:6065.05176 [697] validation_0-mae:4942.99365 validation_1-mae:6065.57910 [698] validation_0-mae:4940.50000 validation_1-mae:6065.19043 [699] validation_0-mae:4938.50488 validation_1-mae:6066.04785 [700] validation_0-mae:4936.97559 validation_1-mae:6066.43603 [701] validation_0-mae:4934.99658 validation_1-mae:6066.69678 [702] validation_0-mae:4933.79248 validation_1-mae:6067.00781 [703] validation_0-mae:4933.06836 validation_1-mae:6067.23584 [704] validation_0-mae:4929.39551 validation_1-mae:6065.50635 [705] validation_0-mae:4927.59912 validation_1-mae:6066.13525 [706] validation_0-mae:4925.88135 validation_1-mae:6066.28516 [707] validation_0-mae:4924.51611 validation_1-mae:6065.99268 [708] validation_0-mae:4923.28809 validation_1-mae:6066.41553 [709] validation_0-mae:4922.93506 validation_1-mae:6066.46240 [710] validation_0-mae:4921.15381 validation_1-mae:6066.74756 [711] validation_0-mae:4918.97168 validation_1-mae:6066.56055 [712] validation_0-mae:4916.74414 validation_1-mae:6065.83057 [713] validation_0-mae:4915.51465 validation_1-mae:6065.97461 [714] validation_0-mae:4914.79639 validation_1-mae:6065.64307 [715] validation_0-mae:4913.33984 validation_1-mae:6065.76758 [716] validation_0-mae:4911.57764 validation_1-mae:6065.16504 [717] validation_0-mae:4910.78125 validation_1-mae:6064.71143 [718] validation_0-mae:4910.22217 validation_1-mae:6064.68115 [719] validation_0-mae:4909.13721 validation_1-mae:6064.81494 [720] validation_0-mae:4907.91992 validation_1-mae:6064.25586 [721] validation_0-mae:4907.40234 validation_1-mae:6064.00879 [722] validation_0-mae:4907.08545 validation_1-mae:6064.22363 [723] validation_0-mae:4905.84961 validation_1-mae:6063.62793 [724] validation_0-mae:4903.70508 validation_1-mae:6063.13477 [725] validation_0-mae:4901.73389 validation_1-mae:6061.82861 [726] validation_0-mae:4900.45850 validation_1-mae:6061.21484 [727] validation_0-mae:4899.39941 validation_1-mae:6060.44287 [728] validation_0-mae:4898.33838 validation_1-mae:6060.14355 [729] validation_0-mae:4897.48096 validation_1-mae:6059.99561 [730] validation_0-mae:4896.77832 validation_1-mae:6059.69043 [731] validation_0-mae:4894.86621 validation_1-mae:6059.64941 [732] validation_0-mae:4893.59570 validation_1-mae:6059.00244 [733] validation_0-mae:4892.14258 validation_1-mae:6058.63965 [734] validation_0-mae:4891.61621 validation_1-mae:6058.57373 [735] validation_0-mae:4889.92139 validation_1-mae:6058.46826 [736] validation_0-mae:4888.54688 validation_1-mae:6058.75049 [737] validation_0-mae:4887.62793 validation_1-mae:6058.33936 [738] validation_0-mae:4886.34766 validation_1-mae:6057.80615 [739] validation_0-mae:4885.75830 validation_1-mae:6058.34082 [740] validation_0-mae:4883.65772 validation_1-mae:6057.85596 [741] validation_0-mae:4883.47266 validation_1-mae:6057.91895 [742] validation_0-mae:4883.07812 validation_1-mae:6057.71582 [743] validation_0-mae:4881.96143 validation_1-mae:6057.81641 [744] validation_0-mae:4880.88477 validation_1-mae:6058.21289 [745] validation_0-mae:4880.06348 validation_1-mae:6058.44580 [746] validation_0-mae:4878.52295 validation_1-mae:6057.53564 [747] validation_0-mae:4878.33105 validation_1-mae:6057.73535 [748] validation_0-mae:4877.53906 validation_1-mae:6057.98389 [749] validation_0-mae:4876.61865 validation_1-mae:6057.77832 [750] validation_0-mae:4876.10010 validation_1-mae:6057.91162 [751] validation_0-mae:4874.86816 validation_1-mae:6057.51465 [752] validation_0-mae:4872.68652 validation_1-mae:6056.50635 [753] validation_0-mae:4871.01416 validation_1-mae:6056.02783 [754] validation_0-mae:4868.96728 validation_1-mae:6055.33350 [755] validation_0-mae:4866.89209 validation_1-mae:6056.32422 [756] validation_0-mae:4865.75439 validation_1-mae:6056.21045 [757] validation_0-mae:4864.53809 validation_1-mae:6055.59570 [758] validation_0-mae:4863.73242 validation_1-mae:6055.54883 [759] validation_0-mae:4863.75879 validation_1-mae:6055.80420 [760] validation_0-mae:4862.53564 validation_1-mae:6055.66553 [761] validation_0-mae:4861.00195 validation_1-mae:6055.36377 [762] validation_0-mae:4860.33252 validation_1-mae:6055.12012 [763] validation_0-mae:4858.98633 validation_1-mae:6055.52588 [764] validation_0-mae:4858.21680 validation_1-mae:6055.22266 [765] validation_0-mae:4858.15332 validation_1-mae:6055.34717 [766] validation_0-mae:4857.76318 validation_1-mae:6055.08105 [767] validation_0-mae:4855.88916 validation_1-mae:6054.77344 [768] validation_0-mae:4855.01953 validation_1-mae:6054.49561 [769] validation_0-mae:4852.91211 validation_1-mae:6054.03320 [770] validation_0-mae:4851.78223 validation_1-mae:6053.92041 [771] validation_0-mae:4850.70117 validation_1-mae:6053.96875 [772] validation_0-mae:4849.70996 validation_1-mae:6054.35254 [773] validation_0-mae:4846.89160 validation_1-mae:6052.57959 [774] validation_0-mae:4845.64502 validation_1-mae:6052.00928 [775] validation_0-mae:4844.33936 validation_1-mae:6052.05420 [776] validation_0-mae:4843.73633 validation_1-mae:6052.16016 [777] validation_0-mae:4843.18994 validation_1-mae:6051.84033 [778] validation_0-mae:4841.80371 validation_1-mae:6051.66650 [779] validation_0-mae:4840.13086 validation_1-mae:6052.25000 [780] validation_0-mae:4839.11523 validation_1-mae:6052.41162 [781] validation_0-mae:4836.11523 validation_1-mae:6050.71338 [782] validation_0-mae:4834.28955 validation_1-mae:6049.97754 [783] validation_0-mae:4831.66406 validation_1-mae:6049.20312 [784] validation_0-mae:4830.79541 validation_1-mae:6049.68164 [785] validation_0-mae:4829.21826 validation_1-mae:6049.41406 [786] validation_0-mae:4827.92236 validation_1-mae:6049.08008 [787] validation_0-mae:4826.76514 validation_1-mae:6049.36670 [788] validation_0-mae:4825.10205 validation_1-mae:6049.21436 [789] validation_0-mae:4823.35303 validation_1-mae:6048.84473 [790] validation_0-mae:4822.16455 validation_1-mae:6048.76465 [791] validation_0-mae:4820.52832 validation_1-mae:6048.83398 [792] validation_0-mae:4819.00586 validation_1-mae:6048.16895 [793] validation_0-mae:4818.83252 validation_1-mae:6048.36865 [794] validation_0-mae:4818.09570 validation_1-mae:6048.47705 [795] validation_0-mae:4817.41553 validation_1-mae:6048.43262 [796] validation_0-mae:4815.28369 validation_1-mae:6047.15088 [797] validation_0-mae:4814.77051 validation_1-mae:6047.19238 [798] validation_0-mae:4813.97852 validation_1-mae:6047.06250 [799] validation_0-mae:4812.72852 validation_1-mae:6047.06787 [800] validation_0-mae:4811.82031 validation_1-mae:6046.89795 [801] validation_0-mae:4811.03223 validation_1-mae:6046.48291 [802] validation_0-mae:4809.63037 validation_1-mae:6047.08398 [803] validation_0-mae:4807.39453 validation_1-mae:6046.29004 [804] validation_0-mae:4805.82959 validation_1-mae:6046.61768 [805] validation_0-mae:4804.88232 validation_1-mae:6046.59180 [806] validation_0-mae:4802.44727 validation_1-mae:6046.22022 [807] validation_0-mae:4801.48584 validation_1-mae:6046.10840 [808] validation_0-mae:4800.67480 validation_1-mae:6046.07422 [809] validation_0-mae:4799.87256 validation_1-mae:6045.77246 [810] validation_0-mae:4798.80176 validation_1-mae:6045.36963 [811] validation_0-mae:4797.95166 validation_1-mae:6044.73047 [812] validation_0-mae:4797.44043 validation_1-mae:6044.53125 [813] validation_0-mae:4796.73584 validation_1-mae:6044.26904 [814] validation_0-mae:4795.70215 validation_1-mae:6044.38623 [815] validation_0-mae:4795.07080 validation_1-mae:6044.77686 [816] validation_0-mae:4794.46973 validation_1-mae:6045.12207 [817] validation_0-mae:4792.99756 validation_1-mae:6044.52246 [818] validation_0-mae:4792.06103 validation_1-mae:6044.14795 [819] validation_0-mae:4790.92725 validation_1-mae:6044.02295 [820] validation_0-mae:4790.79004 validation_1-mae:6043.87793 [821] validation_0-mae:4790.34522 validation_1-mae:6043.88184 [822] validation_0-mae:4789.16016 validation_1-mae:6043.11230 [823] validation_0-mae:4787.94531 validation_1-mae:6042.63477 [824] validation_0-mae:4787.18603 validation_1-mae:6042.33154 [825] validation_0-mae:4786.52344 validation_1-mae:6042.22314 [826] validation_0-mae:4785.98291 validation_1-mae:6042.05908 [827] validation_0-mae:4784.83887 validation_1-mae:6041.54932 [828] validation_0-mae:4783.58447 validation_1-mae:6041.65381 [829] validation_0-mae:4782.96387 validation_1-mae:6041.79053 [830] validation_0-mae:4782.90820 validation_1-mae:6041.88477 [831] validation_0-mae:4782.34668 validation_1-mae:6041.99023 [832] validation_0-mae:4780.69580 validation_1-mae:6041.45361 [833] validation_0-mae:4778.68311 validation_1-mae:6042.19873 [834] validation_0-mae:4777.04395 validation_1-mae:6041.65576 [835] validation_0-mae:4773.79443 validation_1-mae:6039.54932 [836] validation_0-mae:4771.30615 validation_1-mae:6038.78662 [837] validation_0-mae:4770.17236 validation_1-mae:6038.88916 [838] validation_0-mae:4767.49805 validation_1-mae:6037.56348 [839] validation_0-mae:4765.55859 validation_1-mae:6038.53516 [840] validation_0-mae:4763.58691 validation_1-mae:6038.64209 [841] validation_0-mae:4761.01465 validation_1-mae:6038.03955 [842] validation_0-mae:4760.05957 validation_1-mae:6037.79980 [843] validation_0-mae:4758.32959 validation_1-mae:6036.96143 [844] validation_0-mae:4757.44971 validation_1-mae:6037.00635 [845] validation_0-mae:4756.57812 validation_1-mae:6037.06397 [846] validation_0-mae:4755.85400 validation_1-mae:6036.99707 [847] validation_0-mae:4754.86182 validation_1-mae:6036.94580 [848] validation_0-mae:4753.87695 validation_1-mae:6036.85400 [849] validation_0-mae:4752.71289 validation_1-mae:6036.66846 [850] validation_0-mae:4751.77295 validation_1-mae:6036.38574 [851] validation_0-mae:4750.27148 validation_1-mae:6036.12695 [852] validation_0-mae:4749.67529 validation_1-mae:6036.44678 [853] validation_0-mae:4749.09424 validation_1-mae:6036.38916 [854] validation_0-mae:4747.59814 validation_1-mae:6036.05566 [855] validation_0-mae:4745.64795 validation_1-mae:6035.98633 [856] validation_0-mae:4745.31201 validation_1-mae:6036.09277 [857] validation_0-mae:4744.14355 validation_1-mae:6035.57080 [858] validation_0-mae:4742.63184 validation_1-mae:6035.03369 [859] validation_0-mae:4742.18066 validation_1-mae:6034.97022 [860] validation_0-mae:4742.09961 validation_1-mae:6034.94189 [861] validation_0-mae:4740.93262 validation_1-mae:6034.65137 [862] validation_0-mae:4739.92432 validation_1-mae:6035.02295 [863] validation_0-mae:4738.15186 validation_1-mae:6035.22314 [864] validation_0-mae:4736.86572 validation_1-mae:6034.80225 [865] validation_0-mae:4735.17041 validation_1-mae:6035.49658 [866] validation_0-mae:4734.29639 validation_1-mae:6035.92480 [867] validation_0-mae:4732.23145 validation_1-mae:6035.80713 [868] validation_0-mae:4730.49853 validation_1-mae:6035.52197 [869] validation_0-mae:4729.77100 validation_1-mae:6035.54199 [870] validation_0-mae:4729.43115 validation_1-mae:6035.51611 [871] validation_0-mae:4728.93311 validation_1-mae:6035.54150 [872] validation_0-mae:4727.04102 validation_1-mae:6034.83740 [873] validation_0-mae:4725.35156 validation_1-mae:6034.85303 [874] validation_0-mae:4724.46045 validation_1-mae:6034.71338 [875] validation_0-mae:4723.43213 validation_1-mae:6034.40625 [876] validation_0-mae:4721.67822 validation_1-mae:6035.49561 [877] validation_0-mae:4720.43945 validation_1-mae:6035.15137 [878] validation_0-mae:4719.87109 validation_1-mae:6035.25732 [879] validation_0-mae:4719.03125 validation_1-mae:6035.01123 [880] validation_0-mae:4717.97803 validation_1-mae:6035.18945 [881] validation_0-mae:4716.95752 validation_1-mae:6035.15576 [882] validation_0-mae:4715.57471 validation_1-mae:6034.77246 [883] validation_0-mae:4713.87207 validation_1-mae:6035.16602 [884] validation_0-mae:4711.76514 validation_1-mae:6034.26270 [885] validation_0-mae:4710.62939 validation_1-mae:6033.76562 [886] validation_0-mae:4709.87988 validation_1-mae:6033.57764 [887] validation_0-mae:4708.24365 validation_1-mae:6032.82373 [888] validation_0-mae:4707.36523 validation_1-mae:6032.79004 [889] validation_0-mae:4705.85400 validation_1-mae:6032.61670 [890] validation_0-mae:4705.62158 validation_1-mae:6032.53272 [891] validation_0-mae:4705.51855 validation_1-mae:6032.77002 [892] validation_0-mae:4705.07520 validation_1-mae:6032.46484 [893] validation_0-mae:4703.22412 validation_1-mae:6032.50244 [894] validation_0-mae:4703.14355 validation_1-mae:6032.55762 [895] validation_0-mae:4702.87207 validation_1-mae:6032.47168 [896] validation_0-mae:4701.63477 validation_1-mae:6032.62695 [897] validation_0-mae:4700.81689 validation_1-mae:6032.77490 [898] validation_0-mae:4700.12891 validation_1-mae:6032.38086 [899] validation_0-mae:4697.87109 validation_1-mae:6031.78320 [900] validation_0-mae:4697.20947 validation_1-mae:6031.59326 [901] validation_0-mae:4696.01953 validation_1-mae:6030.86768 [902] validation_0-mae:4694.97754 validation_1-mae:6031.06787 [903] validation_0-mae:4693.64551 validation_1-mae:6030.09326 [904] validation_0-mae:4693.13721 validation_1-mae:6030.40186 [905] validation_0-mae:4692.18750 validation_1-mae:6030.05518 [906] validation_0-mae:4691.55859 validation_1-mae:6029.95020 [907] validation_0-mae:4690.27051 validation_1-mae:6029.73975 [908] validation_0-mae:4689.62353 validation_1-mae:6029.73340 [909] validation_0-mae:4688.31885 validation_1-mae:6028.88184 [910] validation_0-mae:4687.04590 validation_1-mae:6028.52783 [911] validation_0-mae:4685.68018 validation_1-mae:6027.80029 [912] validation_0-mae:4684.71875 validation_1-mae:6027.48975 [913] validation_0-mae:4683.70557 validation_1-mae:6027.12451 [914] validation_0-mae:4681.94287 validation_1-mae:6027.43848 [915] validation_0-mae:4679.93115 validation_1-mae:6027.19727 [916] validation_0-mae:4678.27881 validation_1-mae:6027.10156 [917] validation_0-mae:4677.28857 validation_1-mae:6026.52393 [918] validation_0-mae:4675.58447 validation_1-mae:6026.41602 [919] validation_0-mae:4674.44043 validation_1-mae:6026.74561 [920] validation_0-mae:4673.86621 validation_1-mae:6026.61035 [921] validation_0-mae:4673.53662 validation_1-mae:6026.33154 [922] validation_0-mae:4673.44482 validation_1-mae:6026.60254 [923] validation_0-mae:4673.08496 validation_1-mae:6026.64990 [924] validation_0-mae:4672.36133 validation_1-mae:6026.36914 [925] validation_0-mae:4671.34961 validation_1-mae:6025.75342 [926] validation_0-mae:4670.33838 validation_1-mae:6025.96045 [927] validation_0-mae:4669.53564 validation_1-mae:6025.39941 [928] validation_0-mae:4669.18262 validation_1-mae:6025.45068 [929] validation_0-mae:4668.81689 validation_1-mae:6025.52100 [930] validation_0-mae:4668.20361 validation_1-mae:6025.86133 [931] validation_0-mae:4667.81006 validation_1-mae:6025.93994 [932] validation_0-mae:4667.11719 validation_1-mae:6025.47412 [933] validation_0-mae:4666.07178 validation_1-mae:6025.69189 [934] validation_0-mae:4665.78125 validation_1-mae:6025.64453 [935] validation_0-mae:4665.39990 validation_1-mae:6025.89600 [936] validation_0-mae:4664.32812 validation_1-mae:6025.56738 [937] validation_0-mae:4662.72119 validation_1-mae:6025.44873 [938] validation_0-mae:4662.31543 validation_1-mae:6025.23535 [939] validation_0-mae:4661.72266 validation_1-mae:6025.19482 [940] validation_0-mae:4661.69629 validation_1-mae:6025.20996 [941] validation_0-mae:4661.30469 validation_1-mae:6025.10645 [942] validation_0-mae:4660.46045 validation_1-mae:6025.38379 [943] validation_0-mae:4658.79834 validation_1-mae:6025.62988 [944] validation_0-mae:4657.52686 validation_1-mae:6025.20166 [945] validation_0-mae:4656.58691 validation_1-mae:6024.76562 [946] validation_0-mae:4654.52637 validation_1-mae:6024.68652 [947] validation_0-mae:4652.82324 validation_1-mae:6025.20557 [948] validation_0-mae:4651.64697 validation_1-mae:6025.59766 [949] validation_0-mae:4650.72998 validation_1-mae:6025.85547 [950] validation_0-mae:4649.88867 validation_1-mae:6026.09375 [951] validation_0-mae:4648.60986 validation_1-mae:6026.11621 [952] validation_0-mae:4648.47754 validation_1-mae:6025.93799 [953] validation_0-mae:4647.69531 validation_1-mae:6025.66162 [954] validation_0-mae:4646.88574 validation_1-mae:6025.59326 [955] validation_0-mae:4646.29541 validation_1-mae:6025.69336 [956] validation_0-mae:4644.92480 validation_1-mae:6025.50098 [957] validation_0-mae:4643.84668 validation_1-mae:6024.97314 [958] validation_0-mae:4642.78272 validation_1-mae:6025.36377 [959] validation_0-mae:4641.19385 validation_1-mae:6024.88525 [960] validation_0-mae:4640.43848 validation_1-mae:6024.92627 [961] validation_0-mae:4639.80176 validation_1-mae:6024.55469 [962] validation_0-mae:4638.85352 validation_1-mae:6024.22070 [963] validation_0-mae:4637.95410 validation_1-mae:6023.51953 [964] validation_0-mae:4636.41211 validation_1-mae:6022.79053 [965] validation_0-mae:4634.78174 validation_1-mae:6022.63232 [966] validation_0-mae:4632.73828 validation_1-mae:6022.89307 [967] validation_0-mae:4631.11523 validation_1-mae:6023.36035 [968] validation_0-mae:4630.32227 validation_1-mae:6023.10889 [969] validation_0-mae:4629.10205 validation_1-mae:6022.80762 [970] validation_0-mae:4627.61621 validation_1-mae:6021.88037 [971] validation_0-mae:4626.76416 validation_1-mae:6021.61475 [972] validation_0-mae:4625.26660 validation_1-mae:6022.44092 [973] validation_0-mae:4624.28613 validation_1-mae:6022.58203 [974] validation_0-mae:4622.40674 validation_1-mae:6022.59033 [975] validation_0-mae:4621.51514 validation_1-mae:6022.25098 [976] validation_0-mae:4620.46045 validation_1-mae:6022.25586 [977] validation_0-mae:4619.72803 validation_1-mae:6021.99561 [978] validation_0-mae:4618.93213 validation_1-mae:6022.22119 [979] validation_0-mae:4617.22803 validation_1-mae:6021.83350 [980] validation_0-mae:4615.82227 validation_1-mae:6021.74658 [981] validation_0-mae:4615.01758 validation_1-mae:6022.01562 [982] validation_0-mae:4614.54883 validation_1-mae:6022.02344 [983] validation_0-mae:4613.24951 validation_1-mae:6022.08252 [984] validation_0-mae:4612.01709 validation_1-mae:6020.98242 [985] validation_0-mae:4610.84570 validation_1-mae:6020.70605 [986] validation_0-mae:4610.22559 validation_1-mae:6020.49365 [987] validation_0-mae:4609.23779 validation_1-mae:6019.98682 [988] validation_0-mae:4607.55566 validation_1-mae:6019.69629 [989] validation_0-mae:4606.55225 validation_1-mae:6018.90381 [990] validation_0-mae:4605.55029 validation_1-mae:6018.71728 [991] validation_0-mae:4604.49023 validation_1-mae:6018.65918 [992] validation_0-mae:4603.43652 validation_1-mae:6018.47363 [993] validation_0-mae:4602.73682 validation_1-mae:6017.77783 [994] validation_0-mae:4600.92822 validation_1-mae:6017.57275 [995] validation_0-mae:4600.56201 validation_1-mae:6017.48291 [996] validation_0-mae:4598.10498 validation_1-mae:6016.37451 [997] validation_0-mae:4596.23242 validation_1-mae:6015.40576 [998] validation_0-mae:4595.08545 validation_1-mae:6015.61768 [999] validation_0-mae:4594.32666 validation_1-mae:6015.62207 [1000] validation_0-mae:4593.02197 validation_1-mae:6015.42822 [1001] validation_0-mae:4592.97363 validation_1-mae:6015.43506 [1002] validation_0-mae:4592.18603 validation_1-mae:6015.63672 [1003] validation_0-mae:4589.94531 validation_1-mae:6014.28906 [1004] validation_0-mae:4588.12744 validation_1-mae:6014.03760 [1005] validation_0-mae:4585.91699 validation_1-mae:6013.85840 [1006] validation_0-mae:4584.56250 validation_1-mae:6014.06201 [1007] validation_0-mae:4583.79297 validation_1-mae:6013.93945 [1008] validation_0-mae:4582.65137 validation_1-mae:6013.34473 [1009] validation_0-mae:4581.57861 validation_1-mae:6013.01270 [1010] validation_0-mae:4580.85645 validation_1-mae:6013.31934 [1011] validation_0-mae:4579.82373 validation_1-mae:6012.86914 [1012] validation_0-mae:4579.49512 validation_1-mae:6012.94238 [1013] validation_0-mae:4578.93701 validation_1-mae:6012.99902 [1014] validation_0-mae:4578.71045 validation_1-mae:6013.04932 [1015] validation_0-mae:4576.21826 validation_1-mae:6011.58887 [1016] validation_0-mae:4574.47607 validation_1-mae:6011.86816 [1017] validation_0-mae:4572.60107 validation_1-mae:6012.68262 [1018] validation_0-mae:4571.80127 validation_1-mae:6012.76855 [1019] validation_0-mae:4570.63135 validation_1-mae:6012.83154 [1020] validation_0-mae:4568.86816 validation_1-mae:6011.74561 [1021] validation_0-mae:4567.64160 validation_1-mae:6012.09619 [1022] validation_0-mae:4565.31445 validation_1-mae:6012.18799 [1023] validation_0-mae:4563.85400 validation_1-mae:6012.47852 [1024] validation_0-mae:4562.65869 validation_1-mae:6012.74707 [1025] validation_0-mae:4561.43115 validation_1-mae:6012.59961 [1026] validation_0-mae:4560.13135 validation_1-mae:6012.15088 [1027] validation_0-mae:4559.40967 validation_1-mae:6012.53320 [1028] validation_0-mae:4558.33887 validation_1-mae:6012.68018 [1029] validation_0-mae:4556.81641 validation_1-mae:6012.44043 [1030] validation_0-mae:4555.43457 validation_1-mae:6013.02539 [1031] validation_0-mae:4554.55615 validation_1-mae:6012.83398 [1032] validation_0-mae:4552.71094 validation_1-mae:6012.91602 [1033] validation_0-mae:4551.24170 validation_1-mae:6013.14990 [1034] validation_0-mae:4549.91357 validation_1-mae:6013.25635 [1035] validation_0-mae:4548.86475 validation_1-mae:6012.64014 [1036] validation_0-mae:4547.65723 validation_1-mae:6012.56445 [1037] validation_0-mae:4546.43359 validation_1-mae:6012.63867 [1038] validation_0-mae:4544.53662 validation_1-mae:6012.73389 [1039] validation_0-mae:4544.02197 validation_1-mae:6012.86133 [1040] validation_0-mae:4543.51074 validation_1-mae:6013.16162 [1041] validation_0-mae:4542.51025 validation_1-mae:6012.73877 [1042] validation_0-mae:4541.60059 validation_1-mae:6012.73975 [1043] validation_0-mae:4540.09814 validation_1-mae:6012.61377 [1044] validation_0-mae:4539.02832 validation_1-mae:6012.57666 [1045] validation_0-mae:4537.38477 validation_1-mae:6011.16943 [1046] validation_0-mae:4535.84863 validation_1-mae:6010.91309 [1047] validation_0-mae:4533.98096 validation_1-mae:6011.04932 [1048] validation_0-mae:4533.03906 validation_1-mae:6010.75830 [1049] validation_0-mae:4532.15137 validation_1-mae:6011.09717 [1050] validation_0-mae:4531.10449 validation_1-mae:6011.03662 [1051] validation_0-mae:4530.44922 validation_1-mae:6011.68359 [1052] validation_0-mae:4529.86865 validation_1-mae:6011.52539 [1053] validation_0-mae:4528.33643 validation_1-mae:6011.00342 [1054] validation_0-mae:4527.70459 validation_1-mae:6010.88379 [1055] validation_0-mae:4527.25830 validation_1-mae:6010.73145 [1056] validation_0-mae:4526.27051 validation_1-mae:6010.89697 [1057] validation_0-mae:4525.76318 validation_1-mae:6010.68945 [1058] validation_0-mae:4524.87695 validation_1-mae:6010.42334 [1059] validation_0-mae:4524.17773 validation_1-mae:6010.14990 [1060] validation_0-mae:4523.16504 validation_1-mae:6009.93555 [1061] validation_0-mae:4522.27881 validation_1-mae:6010.43701 [1062] validation_0-mae:4521.94287 validation_1-mae:6010.37695 [1063] validation_0-mae:4520.25586 validation_1-mae:6010.45850 [1064] validation_0-mae:4518.35303 validation_1-mae:6010.65674 [1065] validation_0-mae:4516.99365 validation_1-mae:6010.98389 [1066] validation_0-mae:4516.41699 validation_1-mae:6010.72705 [1067] validation_0-mae:4515.79639 validation_1-mae:6010.74365 [1068] validation_0-mae:4514.56494 validation_1-mae:6010.80908 [1069] validation_0-mae:4513.04199 validation_1-mae:6010.91650 [1070] validation_0-mae:4511.87353 validation_1-mae:6010.50342 [1071] validation_0-mae:4510.19238 validation_1-mae:6010.28955 [1072] validation_0-mae:4508.96924 validation_1-mae:6010.19922 [1073] validation_0-mae:4507.44824 validation_1-mae:6009.86670 [1074] validation_0-mae:4506.71387 validation_1-mae:6009.55225 [1075] validation_0-mae:4504.89600 validation_1-mae:6009.38867 [1076] validation_0-mae:4504.04492 validation_1-mae:6009.42969 [1077] validation_0-mae:4503.30371 validation_1-mae:6009.43457 [1078] validation_0-mae:4503.06494 validation_1-mae:6009.48779 [1079] validation_0-mae:4502.95703 validation_1-mae:6009.55127 [1080] validation_0-mae:4502.01953 validation_1-mae:6009.71240 [1081] validation_0-mae:4501.01367 validation_1-mae:6009.75830 [1082] validation_0-mae:4500.14648 validation_1-mae:6010.05566 [1083] validation_0-mae:4500.03174 validation_1-mae:6010.09131 [1084] validation_0-mae:4498.89404 validation_1-mae:6010.02344 [1085] validation_0-mae:4497.29688 validation_1-mae:6010.42529 [1086] validation_0-mae:4496.46582 validation_1-mae:6010.36328 [1087] validation_0-mae:4496.06445 validation_1-mae:6010.29688 [1088] validation_0-mae:4495.48389 validation_1-mae:6010.29492 [1089] validation_0-mae:4494.79785 validation_1-mae:6010.18603 [1090] validation_0-mae:4494.40039 validation_1-mae:6010.46826 [1091] validation_0-mae:4493.98828 validation_1-mae:6010.55957 [1092] validation_0-mae:4491.91797 validation_1-mae:6010.51855 [1093] validation_0-mae:4491.13525 validation_1-mae:6010.61035 [1094] validation_0-mae:4489.99023 validation_1-mae:6010.51709 [1095] validation_0-mae:4489.59033 validation_1-mae:6010.70703 [1096] validation_0-mae:4489.10645 validation_1-mae:6010.45654 [1097] validation_0-mae:4488.56543 validation_1-mae:6010.15820 [1098] validation_0-mae:4487.83594 validation_1-mae:6010.29980 [1099] validation_0-mae:4487.19678 validation_1-mae:6010.41113 [1100] validation_0-mae:4486.13135 validation_1-mae:6009.79541 [1101] validation_0-mae:4484.37842 validation_1-mae:6009.20264 [1102] validation_0-mae:4482.51172 validation_1-mae:6009.30566 [1103] validation_0-mae:4481.52148 validation_1-mae:6009.45654 [1104] validation_0-mae:4480.80029 validation_1-mae:6009.50830 [1105] validation_0-mae:4480.03809 validation_1-mae:6009.55762 [1106] validation_0-mae:4479.13330 validation_1-mae:6009.38232 [1107] validation_0-mae:4478.56250 validation_1-mae:6009.55469 [1108] validation_0-mae:4477.37207 validation_1-mae:6009.59766 [1109] validation_0-mae:4476.05176 validation_1-mae:6009.84912 [1110] validation_0-mae:4474.36328 validation_1-mae:6010.12451 [1111] validation_0-mae:4473.65772 validation_1-mae:6010.05664 [1112] validation_0-mae:4472.96387 validation_1-mae:6009.80078 [1113] validation_0-mae:4471.49219 validation_1-mae:6009.33008 [1114] validation_0-mae:4470.99414 validation_1-mae:6009.64209 [1115] validation_0-mae:4469.68262 validation_1-mae:6009.83691 [1116] validation_0-mae:4468.16650 validation_1-mae:6009.94824 [1117] validation_0-mae:4467.35107 validation_1-mae:6010.44385 [1118] validation_0-mae:4467.03418 validation_1-mae:6010.70117 [1119] validation_0-mae:4466.07568 validation_1-mae:6010.41797 [1120] validation_0-mae:4465.10400 validation_1-mae:6011.04346 [1121] validation_0-mae:4464.88037 validation_1-mae:6011.01611 [1122] validation_0-mae:4464.16650 validation_1-mae:6011.22705 [1123] validation_0-mae:4463.50439 validation_1-mae:6010.95020 [1124] validation_0-mae:4462.24219 validation_1-mae:6010.49316 [1125] validation_0-mae:4461.19141 validation_1-mae:6010.48730 [1126] validation_0-mae:4460.27588 validation_1-mae:6010.45996 [1127] validation_0-mae:4458.66504 validation_1-mae:6009.55127 [1128] validation_0-mae:4457.32422 validation_1-mae:6009.47022 [1129] validation_0-mae:4455.56201 validation_1-mae:6009.41846 [1130] validation_0-mae:4453.98291 validation_1-mae:6009.23389 [1131] validation_0-mae:4453.29443 validation_1-mae:6009.21289 [1132] validation_0-mae:4452.57959 validation_1-mae:6009.02490 [1133] validation_0-mae:4451.99951 validation_1-mae:6009.07568 [1134] validation_0-mae:4451.15186 validation_1-mae:6008.83984 [1135] validation_0-mae:4450.60547 validation_1-mae:6009.00830 [1136] validation_0-mae:4449.89941 validation_1-mae:6009.12842 [1137] validation_0-mae:4449.79688 validation_1-mae:6009.36328 [1138] validation_0-mae:4449.21094 validation_1-mae:6009.32861 [1139] validation_0-mae:4448.92090 validation_1-mae:6009.37549 [1140] validation_0-mae:4448.37988 validation_1-mae:6009.41650 [1141] validation_0-mae:4447.67676 validation_1-mae:6009.12109 [1142] validation_0-mae:4447.05518 validation_1-mae:6008.84961 [1143] validation_0-mae:4446.48145 validation_1-mae:6008.74463 [1144] validation_0-mae:4445.10840 validation_1-mae:6007.52930 [1145] validation_0-mae:4444.19434 validation_1-mae:6007.95459 [1146] validation_0-mae:4443.65478 validation_1-mae:6007.87500 [1147] validation_0-mae:4442.48486 validation_1-mae:6007.69580 [1148] validation_0-mae:4441.03711 validation_1-mae:6007.94727 [1149] validation_0-mae:4439.95215 validation_1-mae:6007.96338 [1150] validation_0-mae:4438.96582 validation_1-mae:6007.59228 [1151] validation_0-mae:4437.51416 validation_1-mae:6007.09766 [1152] validation_0-mae:4436.55518 validation_1-mae:6006.85889 [1153] validation_0-mae:4436.23975 validation_1-mae:6007.02051 [1154] validation_0-mae:4435.66504 validation_1-mae:6006.34131 [1155] validation_0-mae:4434.10352 validation_1-mae:6005.87061 [1156] validation_0-mae:4432.94971 validation_1-mae:6006.26855 [1157] validation_0-mae:4431.53711 validation_1-mae:6006.17969 [1158] validation_0-mae:4429.98486 validation_1-mae:6006.51367 [1159] validation_0-mae:4429.10889 validation_1-mae:6006.58252 [1160] validation_0-mae:4427.45703 validation_1-mae:6007.01123 [1161] validation_0-mae:4426.97266 validation_1-mae:6007.29150 [1162] validation_0-mae:4425.39209 validation_1-mae:6006.67480 [1163] validation_0-mae:4424.42920 validation_1-mae:6007.02588 [1164] validation_0-mae:4423.42139 validation_1-mae:6007.37353 [1165] validation_0-mae:4422.51416 validation_1-mae:6007.16699 [1166] validation_0-mae:4421.87744 validation_1-mae:6007.25488 [1167] validation_0-mae:4420.77783 validation_1-mae:6007.13428 [1168] validation_0-mae:4420.27051 validation_1-mae:6006.87012 [1169] validation_0-mae:4419.05078 validation_1-mae:6006.35156 [1170] validation_0-mae:4418.13428 validation_1-mae:6006.41748 [1171] validation_0-mae:4417.30566 validation_1-mae:6006.49023 [1172] validation_0-mae:4415.13672 validation_1-mae:6005.80566 [1173] validation_0-mae:4414.03369 validation_1-mae:6006.03272 [1174] validation_0-mae:4412.48291 validation_1-mae:6006.24316 [1175] validation_0-mae:4411.47510 validation_1-mae:6005.87744 [1176] validation_0-mae:4409.85596 validation_1-mae:6005.20605 [1177] validation_0-mae:4409.34473 validation_1-mae:6005.30566 [1178] validation_0-mae:4408.11914 validation_1-mae:6004.76025 [1179] validation_0-mae:4407.33252 validation_1-mae:6004.41455 [1180] validation_0-mae:4405.92871 validation_1-mae:6004.82080 [1181] validation_0-mae:4404.17627 validation_1-mae:6004.51465 [1182] validation_0-mae:4403.29785 validation_1-mae:6004.64795 [1183] validation_0-mae:4402.53320 validation_1-mae:6004.35840 [1184] validation_0-mae:4401.66943 validation_1-mae:6004.58594 [1185] validation_0-mae:4401.37256 validation_1-mae:6004.35449 [1186] validation_0-mae:4400.85254 validation_1-mae:6004.53711 [1187] validation_0-mae:4400.28516 validation_1-mae:6004.35840 [1188] validation_0-mae:4399.34082 validation_1-mae:6004.10254 [1189] validation_0-mae:4398.45166 validation_1-mae:6004.26855 [1190] validation_0-mae:4397.63770 validation_1-mae:6004.54932 [1191] validation_0-mae:4396.33984 validation_1-mae:6004.38184 [1192] validation_0-mae:4395.47656 validation_1-mae:6004.24121 [1193] validation_0-mae:4394.94678 validation_1-mae:6004.09814 [1194] validation_0-mae:4393.38672 validation_1-mae:6004.03809 [1195] validation_0-mae:4391.88135 validation_1-mae:6004.04834 [1196] validation_0-mae:4390.97998 validation_1-mae:6004.57129 [1197] validation_0-mae:4390.48584 validation_1-mae:6004.61572 [1198] validation_0-mae:4389.41602 validation_1-mae:6004.25391 [1199] validation_0-mae:4388.07812 validation_1-mae:6003.60254 [1200] validation_0-mae:4386.54590 validation_1-mae:6004.08643 [1201] validation_0-mae:4386.37842 validation_1-mae:6004.02978 [1202] validation_0-mae:4385.84082 validation_1-mae:6004.05566 [1203] validation_0-mae:4384.40332 validation_1-mae:6003.62647 [1204] validation_0-mae:4383.03223 validation_1-mae:6003.29736 [1205] validation_0-mae:4381.61621 validation_1-mae:6003.00732 [1206] validation_0-mae:4380.90772 validation_1-mae:6003.18115 [1207] validation_0-mae:4379.89502 validation_1-mae:6003.18457 [1208] validation_0-mae:4378.77978 validation_1-mae:6003.00000 [1209] validation_0-mae:4377.03076 validation_1-mae:6002.65478 [1210] validation_0-mae:4376.27637 validation_1-mae:6002.72607 [1211] validation_0-mae:4375.36621 validation_1-mae:6002.98047 [1212] validation_0-mae:4373.93457 validation_1-mae:6003.01465 [1213] validation_0-mae:4373.67432 validation_1-mae:6002.85791 [1214] validation_0-mae:4373.09277 validation_1-mae:6002.96533 [1215] validation_0-mae:4372.10596 validation_1-mae:6002.82812 [1216] validation_0-mae:4371.22363 validation_1-mae:6003.07373 [1217] validation_0-mae:4369.51855 validation_1-mae:6002.85400 [1218] validation_0-mae:4368.70068 validation_1-mae:6002.52881 [1219] validation_0-mae:4367.95801 validation_1-mae:6002.33838 [1220] validation_0-mae:4366.72607 validation_1-mae:6002.22412 [1221] validation_0-mae:4366.11523 validation_1-mae:6002.05518 [1222] validation_0-mae:4365.39893 validation_1-mae:6002.11572 [1223] validation_0-mae:4364.50000 validation_1-mae:6002.15137 [1224] validation_0-mae:4362.31250 validation_1-mae:6002.32715 [1225] validation_0-mae:4361.82080 validation_1-mae:6002.09277 [1226] validation_0-mae:4361.18506 validation_1-mae:6001.79932 [1227] validation_0-mae:4360.30713 validation_1-mae:6001.52441 [1228] validation_0-mae:4359.59180 validation_1-mae:6001.89307 [1229] validation_0-mae:4358.53613 validation_1-mae:6002.09131 [1230] validation_0-mae:4357.81201 validation_1-mae:6002.00000 [1231] validation_0-mae:4356.86426 validation_1-mae:6001.49707 [1232] validation_0-mae:4356.20410 validation_1-mae:6001.48193 [1233] validation_0-mae:4355.41504 validation_1-mae:6001.39893 [1234] validation_0-mae:4355.07617 validation_1-mae:6001.22754 [1235] validation_0-mae:4355.03516 validation_1-mae:6001.36230 [1236] validation_0-mae:4354.81445 validation_1-mae:6001.35547 [1237] validation_0-mae:4354.21973 validation_1-mae:6001.09863 [1238] validation_0-mae:4353.21045 validation_1-mae:6001.10986 [1239] validation_0-mae:4352.58252 validation_1-mae:6001.15674 [1240] validation_0-mae:4351.65234 validation_1-mae:6001.25195 [1241] validation_0-mae:4349.92920 validation_1-mae:6001.26367 [1242] validation_0-mae:4348.45654 validation_1-mae:6001.56152 [1243] validation_0-mae:4347.50195 validation_1-mae:6001.35498 [1244] validation_0-mae:4346.86328 validation_1-mae:6001.91406 [1245] validation_0-mae:4346.45068 validation_1-mae:6001.86719 [1246] validation_0-mae:4344.87549 validation_1-mae:6001.92383 [1247] validation_0-mae:4343.05225 validation_1-mae:6002.25049 [1248] validation_0-mae:4342.34473 validation_1-mae:6002.02637 [1249] validation_0-mae:4341.40869 validation_1-mae:6002.18457 [1250] validation_0-mae:4340.16260 validation_1-mae:6001.84619 [1251] validation_0-mae:4338.71924 validation_1-mae:6001.41162 [1252] validation_0-mae:4337.82520 validation_1-mae:6000.86426 [1253] validation_0-mae:4336.33740 validation_1-mae:6001.03223 [1254] validation_0-mae:4334.26318 validation_1-mae:6000.78467 [1255] validation_0-mae:4333.14453 validation_1-mae:6001.46338 [1256] validation_0-mae:4331.94287 validation_1-mae:6001.20996 [1257] validation_0-mae:4330.65625 validation_1-mae:6001.08789 [1258] validation_0-mae:4330.36279 validation_1-mae:6001.24756 [1259] validation_0-mae:4329.40234 validation_1-mae:6001.12793 [1260] validation_0-mae:4328.45898 validation_1-mae:6001.09082 [1261] validation_0-mae:4326.86816 validation_1-mae:6001.48828 [1262] validation_0-mae:4326.27197 validation_1-mae:6001.64648 [1263] validation_0-mae:4325.73340 validation_1-mae:6001.57812 [1264] validation_0-mae:4325.30225 validation_1-mae:6001.59863 [1265] validation_0-mae:4324.75488 validation_1-mae:6001.75977 [1266] validation_0-mae:4323.68848 validation_1-mae:6002.04590 [1267] validation_0-mae:4323.13477 validation_1-mae:6002.11035 [1268] validation_0-mae:4322.37842 validation_1-mae:6002.63086 [1269] validation_0-mae:4321.28711 validation_1-mae:6002.46924 [1270] validation_0-mae:4320.84180 validation_1-mae:6002.31250 [1271] validation_0-mae:4319.75928 validation_1-mae:6002.72900 [1272] validation_0-mae:4319.14844 validation_1-mae:6002.81006 [1273] validation_0-mae:4319.12549 validation_1-mae:6002.84668 [1274] validation_0-mae:4318.26025 validation_1-mae:6002.82812 [1275] validation_0-mae:4317.23340 validation_1-mae:6003.15430 [1276] validation_0-mae:4315.58936 validation_1-mae:6002.60205 [1277] validation_0-mae:4313.67480 validation_1-mae:6002.00342 [1278] validation_0-mae:4312.66406 validation_1-mae:6001.25537 [1279] validation_0-mae:4311.34863 validation_1-mae:6000.44922 [1280] validation_0-mae:4310.50391 validation_1-mae:6000.02441 [1281] validation_0-mae:4309.45020 validation_1-mae:6000.08203 [1282] validation_0-mae:4308.41504 validation_1-mae:6000.25977 [1283] validation_0-mae:4306.99902 validation_1-mae:6000.66846 [1284] validation_0-mae:4304.45654 validation_1-mae:5999.19580 [1285] validation_0-mae:4303.52295 validation_1-mae:5999.22656 [1286] validation_0-mae:4302.74902 validation_1-mae:5999.27100 [1287] validation_0-mae:4301.87695 validation_1-mae:5999.61133 [1288] validation_0-mae:4300.54541 validation_1-mae:6000.27734 [1289] validation_0-mae:4299.31641 validation_1-mae:6000.33594 [1290] validation_0-mae:4298.53516 validation_1-mae:6000.32471 [1291] validation_0-mae:4298.08350 validation_1-mae:6000.30518 [1292] validation_0-mae:4296.72363 validation_1-mae:6000.48047 [1293] validation_0-mae:4295.51074 validation_1-mae:6000.46680 [1294] validation_0-mae:4294.91211 validation_1-mae:6000.35791 [1295] validation_0-mae:4294.59277 validation_1-mae:6000.65820 [1296] validation_0-mae:4293.07617 validation_1-mae:6000.49023 [1297] validation_0-mae:4292.29248 validation_1-mae:6000.27881 [1298] validation_0-mae:4291.44189 validation_1-mae:6000.26123 [1299] validation_0-mae:4290.18750 validation_1-mae:6000.33936 [1300] validation_0-mae:4288.99707 validation_1-mae:6000.65918 [1301] validation_0-mae:4288.42236 validation_1-mae:6001.23340 [1302] validation_0-mae:4288.13574 validation_1-mae:6001.52881 [1303] validation_0-mae:4287.54346 validation_1-mae:6001.43652 [1304] validation_0-mae:4286.60107 validation_1-mae:6000.99463 [1305] validation_0-mae:4285.81250 validation_1-mae:6001.01367 [1306] validation_0-mae:4284.94238 validation_1-mae:6000.74463 [1307] validation_0-mae:4284.28125 validation_1-mae:6000.69971 [1308] validation_0-mae:4282.61328 validation_1-mae:6000.16895 [1309] validation_0-mae:4281.51758 validation_1-mae:6000.21973 [1310] validation_0-mae:4280.25391 validation_1-mae:5999.97217 [1311] validation_0-mae:4278.95605 validation_1-mae:5998.94092 [1312] validation_0-mae:4278.68652 validation_1-mae:5999.15967 [1313] validation_0-mae:4277.67090 validation_1-mae:5999.03760 [1314] validation_0-mae:4277.17236 validation_1-mae:5999.44385 [1315] validation_0-mae:4276.30615 validation_1-mae:5999.49023 [1316] validation_0-mae:4275.63135 validation_1-mae:5999.35059 [1317] validation_0-mae:4274.91357 validation_1-mae:5999.54053 [1318] validation_0-mae:4273.78174 validation_1-mae:5999.50879 [1319] validation_0-mae:4272.49951 validation_1-mae:5999.83447 [1320] validation_0-mae:4271.26758 validation_1-mae:5999.68164 [1321] validation_0-mae:4269.63232 validation_1-mae:5998.94385 [1322] validation_0-mae:4268.87695 validation_1-mae:5998.68408 [1323] validation_0-mae:4268.29346 validation_1-mae:5998.69092 [1324] validation_0-mae:4267.46631 validation_1-mae:5998.57715 [1325] validation_0-mae:4267.28955 validation_1-mae:5998.53467 [1326] validation_0-mae:4266.74072 validation_1-mae:5998.45166 [1327] validation_0-mae:4266.05176 validation_1-mae:5998.35205 [1328] validation_0-mae:4264.97461 validation_1-mae:5998.51807 [1329] validation_0-mae:4264.19727 validation_1-mae:5998.60352 [1330] validation_0-mae:4263.09668 validation_1-mae:5998.77539 [1331] validation_0-mae:4261.71924 validation_1-mae:5998.86084 [1332] validation_0-mae:4261.11084 validation_1-mae:5999.10693 [1333] validation_0-mae:4260.30273 validation_1-mae:5998.88916 [1334] validation_0-mae:4259.87695 validation_1-mae:5998.88965 [1335] validation_0-mae:4258.62647 validation_1-mae:5998.81103 [1336] validation_0-mae:4257.29150 validation_1-mae:5998.74072 [1337] validation_0-mae:4256.66553 validation_1-mae:5999.07178 [1338] validation_0-mae:4255.82324 validation_1-mae:5999.63135 [1339] validation_0-mae:4255.64502 validation_1-mae:5999.67236 [1340] validation_0-mae:4255.29395 validation_1-mae:5999.63281 [1341] validation_0-mae:4255.13379 validation_1-mae:5999.58594 [1342] validation_0-mae:4254.67529 validation_1-mae:5999.55518 [1343] validation_0-mae:4253.66162 validation_1-mae:5999.60645 [1344] validation_0-mae:4252.95703 validation_1-mae:5999.76660 [1345] validation_0-mae:4251.98047 validation_1-mae:6000.20654 [1346] validation_0-mae:4251.63818 validation_1-mae:6000.26514 [1347] validation_0-mae:4250.86963 validation_1-mae:6000.07324 [1348] validation_0-mae:4250.09375 validation_1-mae:6000.10010 [1349] validation_0-mae:4249.92578 validation_1-mae:6000.14062 [1350] validation_0-mae:4249.23535 validation_1-mae:5999.99170 [1351] validation_0-mae:4248.17578 validation_1-mae:6000.02588 [1352] validation_0-mae:4246.78955 validation_1-mae:6000.27441 [1353] validation_0-mae:4245.41943 validation_1-mae:6000.21631 [1354] validation_0-mae:4244.77734 validation_1-mae:6000.41309 [1355] validation_0-mae:4243.65918 validation_1-mae:6000.75635 [1356] validation_0-mae:4242.68701 validation_1-mae:6001.17236 [1357] validation_0-mae:4241.88574 validation_1-mae:6000.83447 [1358] validation_0-mae:4241.62842 validation_1-mae:6001.00781 [1359] validation_0-mae:4240.20752 validation_1-mae:6000.75098 [1360] validation_0-mae:4239.23047 validation_1-mae:6001.25000 [1361] validation_0-mae:4238.96143 validation_1-mae:6001.19580 [1362] validation_0-mae:4237.69727 validation_1-mae:6001.33691 [1363] validation_0-mae:4236.26123 validation_1-mae:6000.55518 [1364] validation_0-mae:4235.04492 validation_1-mae:5999.97510 [1365] validation_0-mae:4233.67334 validation_1-mae:5999.25586 [1366] validation_0-mae:4232.68213 validation_1-mae:5999.18701 [1367] validation_0-mae:4231.02148 validation_1-mae:5999.20752 [1368] validation_0-mae:4230.09912 validation_1-mae:5999.32031 [1369] validation_0-mae:4228.93603 validation_1-mae:5998.94922 [1370] validation_0-mae:4228.18555 validation_1-mae:5999.16064 [1371] validation_0-mae:4227.47168 validation_1-mae:5999.11475 [1372] validation_0-mae:4226.09424 validation_1-mae:5998.95654 [1373] validation_0-mae:4225.09522 validation_1-mae:5998.70703 [1374] validation_0-mae:4223.95801 validation_1-mae:5998.35498 [1375] validation_0-mae:4223.21436 validation_1-mae:5998.62891 [1376] validation_0-mae:4222.64258 validation_1-mae:5998.64551 [1377] validation_0-mae:4221.76221 validation_1-mae:5998.60449 [1378] validation_0-mae:4220.23633 validation_1-mae:5998.88574 [1379] validation_0-mae:4219.63721 validation_1-mae:5998.64795 [1380] validation_0-mae:4219.26660 validation_1-mae:5998.87061 [1381] validation_0-mae:4218.89209 validation_1-mae:5999.01318 [1382] validation_0-mae:4218.50244 validation_1-mae:5999.04395 [1383] validation_0-mae:4218.24756 validation_1-mae:5999.06397 [1384] validation_0-mae:4217.45605 validation_1-mae:5999.04980 [1385] validation_0-mae:4217.28662 validation_1-mae:5999.11426 [1386] validation_0-mae:4215.93262 validation_1-mae:5998.68506 [1387] validation_0-mae:4214.99414 validation_1-mae:5998.84570 [1388] validation_0-mae:4214.12109 validation_1-mae:5999.02686 [1389] validation_0-mae:4213.28027 validation_1-mae:5998.96289 [1390] validation_0-mae:4212.63184 validation_1-mae:5998.80566 [1391] validation_0-mae:4212.08057 validation_1-mae:5998.48340 [1392] validation_0-mae:4211.03272 validation_1-mae:5998.62793 [1393] validation_0-mae:4210.17969 validation_1-mae:5999.02734 [1394] validation_0-mae:4209.17920 validation_1-mae:5999.15576 [1395] validation_0-mae:4208.23145 validation_1-mae:5998.71924 [1396] validation_0-mae:4207.80859 validation_1-mae:5998.92773 [1397] validation_0-mae:4206.72461 validation_1-mae:5999.28613 [1398] validation_0-mae:4205.61865 validation_1-mae:5999.14160 [1399] validation_0-mae:4204.81934 validation_1-mae:5999.25147 [1400] validation_0-mae:4204.16846 validation_1-mae:5999.19727 [1401] validation_0-mae:4203.40430 validation_1-mae:5999.52393 [1402] validation_0-mae:4202.78857 validation_1-mae:5999.52197 [1403] validation_0-mae:4202.33008 validation_1-mae:5999.39014 [1404] validation_0-mae:4201.35352 validation_1-mae:5999.22217 [1405] validation_0-mae:4200.71973 validation_1-mae:5999.19678 [1406] validation_0-mae:4199.25635 validation_1-mae:5998.58643 [1407] validation_0-mae:4198.57812 validation_1-mae:5998.46728 [1408] validation_0-mae:4198.05518 validation_1-mae:5998.23340 [1409] validation_0-mae:4197.57715 validation_1-mae:5998.33350 [1410] validation_0-mae:4196.64111 validation_1-mae:5997.67432 [1411] validation_0-mae:4195.97412 validation_1-mae:5997.47949 [1412] validation_0-mae:4194.88232 validation_1-mae:5997.05469 [1413] validation_0-mae:4194.18262 validation_1-mae:5996.64160 [1414] validation_0-mae:4194.02393 validation_1-mae:5996.68603 [1415] validation_0-mae:4193.48291 validation_1-mae:5996.52295 [1416] validation_0-mae:4192.07129 validation_1-mae:5996.02930 [1417] validation_0-mae:4191.56103 validation_1-mae:5995.87500 [1418] validation_0-mae:4191.46240 validation_1-mae:5995.88672 [1419] validation_0-mae:4190.71289 validation_1-mae:5995.74072 [1420] validation_0-mae:4189.73389 validation_1-mae:5995.77783 [1421] validation_0-mae:4189.19238 validation_1-mae:5995.40381 [1422] validation_0-mae:4187.87305 validation_1-mae:5994.44727 [1423] validation_0-mae:4186.63184 validation_1-mae:5994.24658 [1424] validation_0-mae:4185.17822 validation_1-mae:5993.83057 [1425] validation_0-mae:4183.28076 validation_1-mae:5993.59668 [1426] validation_0-mae:4181.63721 validation_1-mae:5993.10596 [1427] validation_0-mae:4180.16455 validation_1-mae:5993.46826 [1428] validation_0-mae:4179.52734 validation_1-mae:5993.21533 [1429] validation_0-mae:4178.65527 validation_1-mae:5992.96973 [1430] validation_0-mae:4178.11768 validation_1-mae:5992.93262 [1431] validation_0-mae:4175.54980 validation_1-mae:5991.90332 [1432] validation_0-mae:4173.98535 validation_1-mae:5991.57617 [1433] validation_0-mae:4172.70996 validation_1-mae:5991.77490 [1434] validation_0-mae:4171.86230 validation_1-mae:5991.52441 [1435] validation_0-mae:4170.48584 validation_1-mae:5991.00488 [1436] validation_0-mae:4169.23291 validation_1-mae:5991.41113 [1437] validation_0-mae:4167.59033 validation_1-mae:5990.68115 [1438] validation_0-mae:4166.57031 validation_1-mae:5990.88037 [1439] validation_0-mae:4164.96973 validation_1-mae:5990.19336 [1440] validation_0-mae:4163.74121 validation_1-mae:5989.54443 [1441] validation_0-mae:4162.37158 validation_1-mae:5989.67627 [1442] validation_0-mae:4161.12988 validation_1-mae:5989.81738 [1443] validation_0-mae:4160.41650 validation_1-mae:5989.69092 [1444] validation_0-mae:4159.29932 validation_1-mae:5989.26123 [1445] validation_0-mae:4158.84912 validation_1-mae:5989.23730 [1446] validation_0-mae:4157.94727 validation_1-mae:5989.38135 [1447] validation_0-mae:4157.05225 validation_1-mae:5989.43408 [1448] validation_0-mae:4156.40088 validation_1-mae:5989.56641 [1449] validation_0-mae:4155.46045 validation_1-mae:5989.17188 [1450] validation_0-mae:4154.86816 validation_1-mae:5989.28809 [1451] validation_0-mae:4154.22900 validation_1-mae:5989.46582 [1452] validation_0-mae:4153.80664 validation_1-mae:5989.45605 [1453] validation_0-mae:4153.01416 validation_1-mae:5989.62744 [1454] validation_0-mae:4151.78369 validation_1-mae:5990.06445 [1455] validation_0-mae:4151.02539 validation_1-mae:5990.04883 [1456] validation_0-mae:4150.41260 validation_1-mae:5989.97900 [1457] validation_0-mae:4149.64355 validation_1-mae:5989.75928 [1458] validation_0-mae:4149.32080 validation_1-mae:5989.76025 [1459] validation_0-mae:4148.72412 validation_1-mae:5989.42188 [1460] validation_0-mae:4148.00049 validation_1-mae:5988.99561 [1461] validation_0-mae:4147.27686 validation_1-mae:5988.77344 [1462] validation_0-mae:4146.37012 validation_1-mae:5988.47461 [1463] validation_0-mae:4145.80225 validation_1-mae:5988.43848 [1464] validation_0-mae:4145.23438 validation_1-mae:5988.53320 [1465] validation_0-mae:4144.35791 validation_1-mae:5987.89014 [1466] validation_0-mae:4143.63477 validation_1-mae:5987.67773 [1467] validation_0-mae:4142.88965 validation_1-mae:5987.95752 [1468] validation_0-mae:4141.97461 validation_1-mae:5987.76172 [1469] validation_0-mae:4141.21240 validation_1-mae:5987.63232 [1470] validation_0-mae:4140.03272 validation_1-mae:5988.04395 [1471] validation_0-mae:4139.00147 validation_1-mae:5987.72412 [1472] validation_0-mae:4138.34473 validation_1-mae:5987.75830 [1473] validation_0-mae:4137.48193 validation_1-mae:5987.84228 [1474] validation_0-mae:4136.87744 validation_1-mae:5987.83252 [1475] validation_0-mae:4136.25244 validation_1-mae:5987.74853 [1476] validation_0-mae:4135.66943 validation_1-mae:5987.67725 [1477] validation_0-mae:4135.40625 validation_1-mae:5987.71533 [1478] validation_0-mae:4134.27637 validation_1-mae:5987.70801 [1479] validation_0-mae:4133.36426 validation_1-mae:5987.57227 [1480] validation_0-mae:4133.15772 validation_1-mae:5987.49951 [1481] validation_0-mae:4132.62793 validation_1-mae:5987.17822 [1482] validation_0-mae:4132.17773 validation_1-mae:5987.56787 [1483] validation_0-mae:4130.62598 validation_1-mae:5986.57764 [1484] validation_0-mae:4130.29834 validation_1-mae:5986.44287 [1485] validation_0-mae:4129.41650 validation_1-mae:5986.40430 [1486] validation_0-mae:4128.75830 validation_1-mae:5986.35742 [1487] validation_0-mae:4128.21973 validation_1-mae:5986.34033 [1488] validation_0-mae:4126.82080 validation_1-mae:5986.37939 [1489] validation_0-mae:4125.47168 validation_1-mae:5986.44287 [1490] validation_0-mae:4124.72656 validation_1-mae:5986.82129 [1491] validation_0-mae:4124.02393 validation_1-mae:5986.42725 [1492] validation_0-mae:4122.83105 validation_1-mae:5986.98730 [1493] validation_0-mae:4122.41309 validation_1-mae:5987.03662 [1494] validation_0-mae:4122.28516 validation_1-mae:5987.12451 [1495] validation_0-mae:4121.94238 validation_1-mae:5987.24268 [1496] validation_0-mae:4121.38867 validation_1-mae:5987.37549 [1497] validation_0-mae:4121.06738 validation_1-mae:5987.61816 [1498] validation_0-mae:4120.39404 validation_1-mae:5987.88086 [1499] validation_0-mae:4119.32568 validation_1-mae:5988.11963 [1500] validation_0-mae:4119.10010 validation_1-mae:5988.19092 [1501] validation_0-mae:4118.84522 validation_1-mae:5988.22217 [1502] validation_0-mae:4118.03662 validation_1-mae:5988.20361 [1503] validation_0-mae:4117.38623 validation_1-mae:5988.12793 [1504] validation_0-mae:4116.56689 validation_1-mae:5988.21387 [1505] validation_0-mae:4115.95264 validation_1-mae:5988.52881 [1506] validation_0-mae:4115.37402 validation_1-mae:5988.75732 [1507] validation_0-mae:4114.31006 validation_1-mae:5989.08984 [1508] validation_0-mae:4113.80713 validation_1-mae:5989.12402 [1509] validation_0-mae:4113.26123 validation_1-mae:5989.12744 [1510] validation_0-mae:4111.97656 validation_1-mae:5989.06689 [1511] validation_0-mae:4111.41650 validation_1-mae:5989.17383 [1512] validation_0-mae:4110.44385 validation_1-mae:5989.22754 [1513] validation_0-mae:4109.63721 validation_1-mae:5989.88135 [1514] validation_0-mae:4109.27832 validation_1-mae:5990.03272 [1515] validation_0-mae:4108.36279 validation_1-mae:5990.69385 [1516] validation_0-mae:4107.89990 validation_1-mae:5990.63721 [1517] validation_0-mae:4107.35352 validation_1-mae:5990.50732 [1518] validation_0-mae:4106.40967 validation_1-mae:5990.40137 [1519] validation_0-mae:4105.79443 validation_1-mae:5990.55273 [1520] validation_0-mae:4105.55420 validation_1-mae:5990.52686 [1521] validation_0-mae:4105.47900 validation_1-mae:5990.59375 [1522] validation_0-mae:4104.85547 validation_1-mae:5990.70264 [1523] validation_0-mae:4103.86865 validation_1-mae:5991.02686 [1524] validation_0-mae:4103.38867 validation_1-mae:5991.01904 [1525] validation_0-mae:4102.65967 validation_1-mae:5991.35254 [1526] validation_0-mae:4101.74072 validation_1-mae:5990.88672 [1527] validation_0-mae:4101.72559 validation_1-mae:5990.87598 [1528] validation_0-mae:4101.11572 validation_1-mae:5990.27295 [1529] validation_0-mae:4100.42334 validation_1-mae:5990.34717 [1530] validation_0-mae:4099.20947 validation_1-mae:5989.96728 [1531] validation_0-mae:4097.63330 validation_1-mae:5990.35156 [1532] validation_0-mae:4095.96265 validation_1-mae:5991.23242 [1533] validation_0-mae:4095.03271 validation_1-mae:5991.21289 [1534] validation_0-mae:4094.40625 validation_1-mae:5991.10010 [1535] validation_0-mae:4093.87085 validation_1-mae:5991.13330 [1536] validation_0-mae:4092.70801 validation_1-mae:5991.23193 [1537] validation_0-mae:4091.85889 validation_1-mae:5991.43311 [1538] validation_0-mae:4090.99878 validation_1-mae:5991.42139 [1539] validation_0-mae:4090.14673 validation_1-mae:5991.28662 [1540] validation_0-mae:4089.44312 validation_1-mae:5991.64258 [1541] validation_0-mae:4088.88110 validation_1-mae:5991.81836 [1542] validation_0-mae:4088.34497 validation_1-mae:5991.41260 [1543] validation_0-mae:4087.82031 validation_1-mae:5991.85986 [1544] validation_0-mae:4087.01831 validation_1-mae:5991.47461 [1545] validation_0-mae:4086.48438 validation_1-mae:5991.32373 [1546] validation_0-mae:4085.87549 validation_1-mae:5991.18897 [1547] validation_0-mae:4085.51489 validation_1-mae:5991.06543 [1548] validation_0-mae:4085.01733 validation_1-mae:5991.27734 [1549] validation_0-mae:4084.38599 validation_1-mae:5991.11523 [1550] validation_0-mae:4083.60327 validation_1-mae:5991.13037 [1551] validation_0-mae:4082.26123 validation_1-mae:5991.77295 [1552] validation_0-mae:4081.53369 validation_1-mae:5991.97754 [1553] validation_0-mae:4080.34741 validation_1-mae:5991.22998 [1554] validation_0-mae:4078.15576 validation_1-mae:5991.21436 [1555] validation_0-mae:4077.66187 validation_1-mae:5991.15478 [1556] validation_0-mae:4076.48291 validation_1-mae:5991.45654 [1557] validation_0-mae:4075.97754 validation_1-mae:5991.62207 [1558] validation_0-mae:4075.20825 validation_1-mae:5991.19336 [1559] validation_0-mae:4074.12646 validation_1-mae:5990.92529 [1560] validation_0-mae:4073.07544 validation_1-mae:5991.16455 [1561] validation_0-mae:4072.27563 validation_1-mae:5991.52930 [1562] validation_0-mae:4071.29639 validation_1-mae:5991.00049 [1563] validation_0-mae:4070.11865 validation_1-mae:5991.15723 [1564] validation_0-mae:4069.40088 validation_1-mae:5991.62988 [1565] validation_0-mae:4068.91797 validation_1-mae:5991.68799 [1566] validation_0-mae:4067.76025 validation_1-mae:5991.75000 [1567] validation_0-mae:4066.25610 validation_1-mae:5991.34570 [1568] validation_0-mae:4065.33545 validation_1-mae:5991.05420 [1569] validation_0-mae:4064.23193 validation_1-mae:5991.64404 [1570] validation_0-mae:4063.49512 validation_1-mae:5991.88037 [1571] validation_0-mae:4062.41577 validation_1-mae:5992.43408 [1572] validation_0-mae:4061.38086 validation_1-mae:5992.25000 [1573] validation_0-mae:4060.19580 validation_1-mae:5992.50781 [1574] validation_0-mae:4059.30591 validation_1-mae:5992.24853 [1575] validation_0-mae:4058.17383 validation_1-mae:5992.36475 [1576] validation_0-mae:4057.66406 validation_1-mae:5992.48047 [1577] validation_0-mae:4056.60644 validation_1-mae:5992.04492 [1578] validation_0-mae:4055.81372 validation_1-mae:5991.91797 [1579] validation_0-mae:4055.14062 validation_1-mae:5991.83398 [1580] validation_0-mae:4054.34717 validation_1-mae:5991.60107 [1581] validation_0-mae:4053.39331 validation_1-mae:5991.23633 [1582] validation_0-mae:4052.26685 validation_1-mae:5991.50830 [1583] validation_0-mae:4051.48267 validation_1-mae:5991.52100 [1584] validation_0-mae:4050.60913 validation_1-mae:5991.59228 [1585] validation_0-mae:4049.63232 validation_1-mae:5991.02051 [1586] validation_0-mae:4048.87427 validation_1-mae:5991.05420 [1587] validation_0-mae:4047.86353 validation_1-mae:5990.59228 [1588] validation_0-mae:4047.15234 validation_1-mae:5990.60889 [1589] validation_0-mae:4046.59985 validation_1-mae:5990.34961 [1590] validation_0-mae:4046.12207 validation_1-mae:5990.42090 [1591] validation_0-mae:4045.26343 validation_1-mae:5990.30713 [1592] validation_0-mae:4044.48193 validation_1-mae:5990.25830 [1593] validation_0-mae:4042.69605 validation_1-mae:5988.90039 [1594] validation_0-mae:4041.88062 validation_1-mae:5988.94727 [1595] validation_0-mae:4041.38159 validation_1-mae:5988.72168 [1596] validation_0-mae:4040.36621 validation_1-mae:5988.51074 [1597] validation_0-mae:4039.80420 validation_1-mae:5988.67773 [1598] validation_0-mae:4039.37109 validation_1-mae:5988.75098 [1599] validation_0-mae:4038.57837 validation_1-mae:5988.88574 [1600] validation_0-mae:4037.57788 validation_1-mae:5988.84814 [1601] validation_0-mae:4036.45606 validation_1-mae:5988.91455 [1602] validation_0-mae:4034.86426 validation_1-mae:5989.68848 [1603] validation_0-mae:4034.10425 validation_1-mae:5989.71436 [1604] validation_0-mae:4033.42627 validation_1-mae:5989.94873 [1605] validation_0-mae:4032.11890 validation_1-mae:5989.16455 [1606] validation_0-mae:4031.83569 validation_1-mae:5988.91357 [1607] validation_0-mae:4031.19385 validation_1-mae:5989.10156 [1608] validation_0-mae:4030.94605 validation_1-mae:5989.15039 [1609] validation_0-mae:4030.33374 validation_1-mae:5989.34619 [1610] validation_0-mae:4029.76562 validation_1-mae:5989.61963 [1611] validation_0-mae:4028.97339 validation_1-mae:5989.68506 [1612] validation_0-mae:4028.26733 validation_1-mae:5989.71973 [1613] validation_0-mae:4027.69141 validation_1-mae:5989.46338 [1614] validation_0-mae:4026.77026 validation_1-mae:5989.42432 [1615] validation_0-mae:4025.79492 validation_1-mae:5989.24512 [1616] validation_0-mae:4025.51074 validation_1-mae:5989.18945 [1617] validation_0-mae:4024.61255 validation_1-mae:5988.82715 [1618] validation_0-mae:4024.00488 validation_1-mae:5988.79834 [1619] validation_0-mae:4022.94238 validation_1-mae:5988.55273 [1620] validation_0-mae:4021.68335 validation_1-mae:5988.30078 [1621] validation_0-mae:4020.91357 validation_1-mae:5988.69824 [1622] validation_0-mae:4019.78882 validation_1-mae:5988.77246 [1623] validation_0-mae:4019.21802 validation_1-mae:5988.86670 [1624] validation_0-mae:4018.53687 validation_1-mae:5988.55664 [1625] validation_0-mae:4018.04883 validation_1-mae:5988.29443 [1626] validation_0-mae:4017.58374 validation_1-mae:5988.13916 [1627] validation_0-mae:4016.82642 validation_1-mae:5988.19824 [1628] validation_0-mae:4016.07495 validation_1-mae:5988.03076 [1629] validation_0-mae:4015.77710 validation_1-mae:5987.86035 [1630] validation_0-mae:4014.66602 validation_1-mae:5988.09180 [1631] validation_0-mae:4014.29224 validation_1-mae:5988.43945 [1632] validation_0-mae:4013.92627 validation_1-mae:5988.39600 [1633] validation_0-mae:4013.51318 validation_1-mae:5988.43018 [1634] validation_0-mae:4013.03784 validation_1-mae:5988.48291 [1635] validation_0-mae:4012.80688 validation_1-mae:5988.68994 [1636] validation_0-mae:4012.70410 validation_1-mae:5988.66455 [1637] validation_0-mae:4012.59448 validation_1-mae:5988.56250 [1638] validation_0-mae:4012.15527 validation_1-mae:5988.75879 [1639] validation_0-mae:4011.94653 validation_1-mae:5988.84619 [1640] validation_0-mae:4011.15137 validation_1-mae:5988.62842 [1641] validation_0-mae:4010.32690 validation_1-mae:5988.47900 [1642] validation_0-mae:4009.83447 validation_1-mae:5988.53174 [1643] validation_0-mae:4009.35376 validation_1-mae:5988.82373 [1644] validation_0-mae:4008.90503 validation_1-mae:5988.89600 [1645] validation_0-mae:4008.47998 validation_1-mae:5988.85254 [1646] validation_0-mae:4007.87793 validation_1-mae:5989.22559 [1647] validation_0-mae:4007.35034 validation_1-mae:5989.09082 [1648] validation_0-mae:4006.51880 validation_1-mae:5989.24072 [1649] validation_0-mae:4005.49951 validation_1-mae:5988.98682 [1650] validation_0-mae:4005.01929 validation_1-mae:5988.80469 [1651] validation_0-mae:4004.58813 validation_1-mae:5988.92090 [1652] validation_0-mae:4004.16528 validation_1-mae:5988.83301 [1653] validation_0-mae:4003.68555 validation_1-mae:5988.91211 [1654] validation_0-mae:4003.67163 validation_1-mae:5988.92041 [1655] validation_0-mae:4003.63721 validation_1-mae:5988.88135 [1656] validation_0-mae:4003.26685 validation_1-mae:5988.91895 [1657] validation_0-mae:4002.32910 validation_1-mae:5989.28662 [1658] validation_0-mae:4001.75708 validation_1-mae:5989.34961 [1659] validation_0-mae:4001.32031 validation_1-mae:5989.30469 [1660] validation_0-mae:4000.61645 validation_1-mae:5989.07812 [1661] validation_0-mae:4000.22192 validation_1-mae:5988.78418 [1662] validation_0-mae:3999.95850 validation_1-mae:5988.99219 [1663] validation_0-mae:3999.36353 validation_1-mae:5989.05420 [1664] validation_0-mae:3998.99780 validation_1-mae:5989.12549 [1665] validation_0-mae:3997.81860 validation_1-mae:5988.97119 [1666] validation_0-mae:3996.99780 validation_1-mae:5989.13721 [1667] validation_0-mae:3996.10132 validation_1-mae:5989.56494 [1668] validation_0-mae:3995.76660 validation_1-mae:5989.75977 [1669] validation_0-mae:3995.35596 validation_1-mae:5989.87549 [1670] validation_0-mae:3993.74976 validation_1-mae:5990.04395 [1671] validation_0-mae:3992.84448 validation_1-mae:5990.01709 [1672] validation_0-mae:3992.04321 validation_1-mae:5989.74463 [1673] validation_0-mae:3991.52026 validation_1-mae:5989.96289 [1674] validation_0-mae:3990.93530 validation_1-mae:5990.21875 [1675] validation_0-mae:3990.00879 validation_1-mae:5989.88721 [1676] validation_0-mae:3988.83350 validation_1-mae:5989.84717 [1677] validation_0-mae:3988.14111 validation_1-mae:5989.99072 [1678] validation_0-mae:3987.52344 validation_1-mae:5990.15478 [1679] validation_0-mae:3987.23267 validation_1-mae:5989.96143 [1680] validation_0-mae:3986.51074 validation_1-mae:5990.12158 [1681] validation_0-mae:3985.58423 validation_1-mae:5989.47607 [1682] validation_0-mae:3984.66992 validation_1-mae:5989.47461 [1683] validation_0-mae:3983.51953 validation_1-mae:5989.58154 [1684] validation_0-mae:3982.76856 validation_1-mae:5989.19824 [1685] validation_0-mae:3981.83838 validation_1-mae:5989.47656 [1686] validation_0-mae:3981.54053 validation_1-mae:5989.44629 [1687] validation_0-mae:3980.84619 validation_1-mae:5989.68652 [1688] validation_0-mae:3980.10767 validation_1-mae:5989.29395 [1689] validation_0-mae:3979.65576 validation_1-mae:5989.43115 [1690] validation_0-mae:3979.16309 validation_1-mae:5989.33154 [1691] validation_0-mae:3978.90747 validation_1-mae:5989.38232 [1692] validation_0-mae:3977.93579 validation_1-mae:5989.54980 [1693] validation_0-mae:3977.90210 validation_1-mae:5989.57568 [1694] validation_0-mae:3977.82519 validation_1-mae:5989.63086 [1695] validation_0-mae:3977.72949 validation_1-mae:5989.55566 [1696] validation_0-mae:3977.28247 validation_1-mae:5989.60059 [1697] validation_0-mae:3976.51392 validation_1-mae:5989.65234 [1698] validation_0-mae:3976.07397 validation_1-mae:5989.67627 [1699] validation_0-mae:3975.54956 validation_1-mae:5989.63770 Dropping: jest [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65234 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.57666 [21] validation_0-mae:7944.89600 validation_1-mae:7832.65723 [22] validation_0-mae:7846.75684 validation_1-mae:7746.49707 [23] validation_0-mae:7760.49268 validation_1-mae:7677.36865 [24] validation_0-mae:7676.77881 validation_1-mae:7599.02197 [25] validation_0-mae:7604.22461 validation_1-mae:7535.70166 [26] validation_0-mae:7548.77930 validation_1-mae:7488.89014 [27] validation_0-mae:7488.50049 validation_1-mae:7434.85938 [28] validation_0-mae:7439.26465 validation_1-mae:7393.77002 [29] validation_0-mae:7397.07129 validation_1-mae:7359.59912 [30] validation_0-mae:7361.33447 validation_1-mae:7328.96973 [31] validation_0-mae:7320.76904 validation_1-mae:7292.48438 [32] validation_0-mae:7292.27344 validation_1-mae:7275.01514 [33] validation_0-mae:7264.06689 validation_1-mae:7253.97363 [34] validation_0-mae:7233.79004 validation_1-mae:7234.01221 [35] validation_0-mae:7202.32031 validation_1-mae:7209.13965 [36] validation_0-mae:7185.08740 validation_1-mae:7195.72412 [37] validation_0-mae:7167.61963 validation_1-mae:7185.29199 [38] validation_0-mae:7142.17969 validation_1-mae:7163.79248 [39] validation_0-mae:7120.81445 validation_1-mae:7146.60986 [40] validation_0-mae:7102.98682 validation_1-mae:7136.24072 [41] validation_0-mae:7086.79443 validation_1-mae:7123.84473 [42] validation_0-mae:7069.74609 validation_1-mae:7113.10352 [43] validation_0-mae:7049.70898 validation_1-mae:7099.29736 [44] validation_0-mae:7033.69287 validation_1-mae:7086.23926 [45] validation_0-mae:7014.76465 validation_1-mae:7073.08057 [46] validation_0-mae:6998.53857 validation_1-mae:7062.90869 [47] validation_0-mae:6975.02393 validation_1-mae:7044.14307 [48] validation_0-mae:6963.79541 validation_1-mae:7035.48242 [49] validation_0-mae:6944.66797 validation_1-mae:7021.06445 [50] validation_0-mae:6920.67480 validation_1-mae:7005.65576 [51] validation_0-mae:6908.85303 validation_1-mae:6996.41455 [52] validation_0-mae:6890.51709 validation_1-mae:6984.47217 [53] validation_0-mae:6871.32324 validation_1-mae:6967.70898 [54] validation_0-mae:6856.89600 validation_1-mae:6955.05322 [55] validation_0-mae:6846.20459 validation_1-mae:6948.61279 [56] validation_0-mae:6826.03076 validation_1-mae:6931.91992 [57] validation_0-mae:6813.08398 validation_1-mae:6923.34326 [58] validation_0-mae:6803.71582 validation_1-mae:6916.57080 [59] validation_0-mae:6786.72754 validation_1-mae:6908.60742 [60] validation_0-mae:6774.04492 validation_1-mae:6898.07617 [61] validation_0-mae:6760.41797 validation_1-mae:6887.27539 [62] validation_0-mae:6749.58740 validation_1-mae:6880.63770 [63] validation_0-mae:6734.16895 validation_1-mae:6868.16016 [64] validation_0-mae:6721.70703 validation_1-mae:6857.43848 [65] validation_0-mae:6710.04395 validation_1-mae:6848.62207 [66] validation_0-mae:6696.66162 validation_1-mae:6834.91992 [67] validation_0-mae:6686.05078 validation_1-mae:6829.20312 [68] validation_0-mae:6675.47510 validation_1-mae:6820.75098 [69] validation_0-mae:6670.55078 validation_1-mae:6817.42773 [70] validation_0-mae:6656.58936 validation_1-mae:6808.27637 [71] validation_0-mae:6645.05908 validation_1-mae:6799.60889 [72] validation_0-mae:6634.14893 validation_1-mae:6794.52393 [73] validation_0-mae:6626.81543 validation_1-mae:6788.13574 [74] validation_0-mae:6615.44531 validation_1-mae:6781.00488 [75] validation_0-mae:6594.58447 validation_1-mae:6762.28955 [76] validation_0-mae:6584.57227 validation_1-mae:6754.56836 [77] validation_0-mae:6580.47998 validation_1-mae:6750.14307 [78] validation_0-mae:6571.57471 validation_1-mae:6742.79102 [79] validation_0-mae:6562.46973 validation_1-mae:6738.01709 [80] validation_0-mae:6553.31299 validation_1-mae:6729.38672 [81] validation_0-mae:6540.72461 validation_1-mae:6721.19385 [82] validation_0-mae:6534.66016 validation_1-mae:6716.71533 [83] validation_0-mae:6526.12109 validation_1-mae:6710.09375 [84] validation_0-mae:6519.50488 validation_1-mae:6707.26123 [85] validation_0-mae:6510.27148 validation_1-mae:6700.78906 [86] validation_0-mae:6502.89111 validation_1-mae:6697.86475 [87] validation_0-mae:6490.11768 validation_1-mae:6687.79932 [88] validation_0-mae:6477.55420 validation_1-mae:6681.94043 [89] validation_0-mae:6471.57910 validation_1-mae:6676.00586 [90] validation_0-mae:6465.41211 validation_1-mae:6672.18262 [91] validation_0-mae:6457.54297 validation_1-mae:6665.22314 [92] validation_0-mae:6450.37793 validation_1-mae:6661.76416 [93] validation_0-mae:6442.47266 validation_1-mae:6658.61670 [94] validation_0-mae:6435.12744 validation_1-mae:6653.27734 [95] validation_0-mae:6427.84668 validation_1-mae:6647.71875 [96] validation_0-mae:6421.42432 validation_1-mae:6643.92285 [97] validation_0-mae:6410.98877 validation_1-mae:6637.53418 [98] validation_0-mae:6403.85107 validation_1-mae:6631.13281 [99] validation_0-mae:6396.78320 validation_1-mae:6626.40576 [100] validation_0-mae:6388.12402 validation_1-mae:6619.43555 [101] validation_0-mae:6385.41504 validation_1-mae:6617.85303 [102] validation_0-mae:6377.64502 validation_1-mae:6614.67383 [103] validation_0-mae:6372.82520 validation_1-mae:6610.18897 [104] validation_0-mae:6367.05615 validation_1-mae:6606.21094 [105] validation_0-mae:6362.55811 validation_1-mae:6603.68262 [106] validation_0-mae:6358.72998 validation_1-mae:6599.65918 [107] validation_0-mae:6349.83887 validation_1-mae:6595.37598 [108] validation_0-mae:6346.18994 validation_1-mae:6593.54932 [109] validation_0-mae:6333.95508 validation_1-mae:6584.34814 [110] validation_0-mae:6327.82129 validation_1-mae:6579.41260 [111] validation_0-mae:6319.35303 validation_1-mae:6572.99268 [112] validation_0-mae:6312.48047 validation_1-mae:6567.95508 [113] validation_0-mae:6308.04590 validation_1-mae:6564.69287 [114] validation_0-mae:6304.73779 validation_1-mae:6562.17090 [115] validation_0-mae:6300.12939 validation_1-mae:6559.02978 [116] validation_0-mae:6292.90576 validation_1-mae:6554.25098 [117] validation_0-mae:6291.09766 validation_1-mae:6554.38672 [118] validation_0-mae:6285.96240 validation_1-mae:6550.63965 [119] validation_0-mae:6278.62695 validation_1-mae:6547.39893 [120] validation_0-mae:6272.15967 validation_1-mae:6542.89502 [121] validation_0-mae:6265.87402 validation_1-mae:6538.43311 [122] validation_0-mae:6262.80908 validation_1-mae:6536.89453 [123] validation_0-mae:6258.66016 validation_1-mae:6533.76611 [124] validation_0-mae:6255.08887 validation_1-mae:6532.81934 [125] validation_0-mae:6245.60596 validation_1-mae:6524.95801 [126] validation_0-mae:6238.31103 validation_1-mae:6522.22412 [127] validation_0-mae:6233.67334 validation_1-mae:6520.06299 [128] validation_0-mae:6230.62793 validation_1-mae:6519.32959 [129] validation_0-mae:6224.03223 validation_1-mae:6518.15772 [130] validation_0-mae:6220.90820 validation_1-mae:6516.83545 [131] validation_0-mae:6214.78223 validation_1-mae:6513.11816 [132] validation_0-mae:6211.48828 validation_1-mae:6512.05811 [133] validation_0-mae:6207.75977 validation_1-mae:6510.08838 [134] validation_0-mae:6203.27539 validation_1-mae:6506.09522 [135] validation_0-mae:6198.12109 validation_1-mae:6503.04004 [136] validation_0-mae:6192.38184 validation_1-mae:6500.15381 [137] validation_0-mae:6186.58545 validation_1-mae:6496.67236 [138] validation_0-mae:6184.45459 validation_1-mae:6496.06885 [139] validation_0-mae:6180.71191 validation_1-mae:6493.46094 [140] validation_0-mae:6175.68506 validation_1-mae:6489.67480 [141] validation_0-mae:6169.76562 validation_1-mae:6486.97119 [142] validation_0-mae:6165.12695 validation_1-mae:6483.17188 [143] validation_0-mae:6160.46143 validation_1-mae:6480.65381 [144] validation_0-mae:6156.34912 validation_1-mae:6479.08838 [145] validation_0-mae:6152.66846 validation_1-mae:6478.45703 [146] validation_0-mae:6150.89844 validation_1-mae:6477.48535 [147] validation_0-mae:6145.59912 validation_1-mae:6475.87402 [148] validation_0-mae:6143.62744 validation_1-mae:6475.68603 [149] validation_0-mae:6141.17676 validation_1-mae:6475.04492 [150] validation_0-mae:6136.54297 validation_1-mae:6472.50684 [151] validation_0-mae:6131.21777 validation_1-mae:6469.80273 [152] validation_0-mae:6127.01318 validation_1-mae:6467.65430 [153] validation_0-mae:6121.22803 validation_1-mae:6463.61865 [154] validation_0-mae:6116.40576 validation_1-mae:6461.06592 [155] validation_0-mae:6114.54297 validation_1-mae:6459.74170 [156] validation_0-mae:6111.69092 validation_1-mae:6457.87109 [157] validation_0-mae:6104.90674 validation_1-mae:6451.93652 [158] validation_0-mae:6101.82031 validation_1-mae:6451.04395 [159] validation_0-mae:6100.02393 validation_1-mae:6449.37647 [160] validation_0-mae:6096.41699 validation_1-mae:6446.70264 [161] validation_0-mae:6091.83105 validation_1-mae:6444.46484 [162] validation_0-mae:6088.90430 validation_1-mae:6442.86230 [163] validation_0-mae:6085.64209 validation_1-mae:6440.65576 [164] validation_0-mae:6084.23047 validation_1-mae:6440.51904 [165] validation_0-mae:6080.68799 validation_1-mae:6440.09033 [166] validation_0-mae:6073.75488 validation_1-mae:6436.46289 [167] validation_0-mae:6070.77539 validation_1-mae:6435.74902 [168] validation_0-mae:6068.14160 validation_1-mae:6435.42090 [169] validation_0-mae:6065.86426 validation_1-mae:6434.07812 [170] validation_0-mae:6061.99853 validation_1-mae:6432.12988 [171] validation_0-mae:6057.29346 validation_1-mae:6429.77637 [172] validation_0-mae:6053.94385 validation_1-mae:6428.73242 [173] validation_0-mae:6051.08008 validation_1-mae:6427.55371 [174] validation_0-mae:6047.84180 validation_1-mae:6425.70215 [175] validation_0-mae:6044.92383 validation_1-mae:6423.68359 [176] validation_0-mae:6039.94287 validation_1-mae:6421.20947 [177] validation_0-mae:6036.48877 validation_1-mae:6419.83057 [178] validation_0-mae:6033.59473 validation_1-mae:6418.65137 [179] validation_0-mae:6030.12842 validation_1-mae:6417.59375 [180] validation_0-mae:6027.51123 validation_1-mae:6416.44189 [181] validation_0-mae:6025.22949 validation_1-mae:6416.30566 [182] validation_0-mae:6020.05420 validation_1-mae:6413.64502 [183] validation_0-mae:6016.22656 validation_1-mae:6410.91650 [184] validation_0-mae:6012.70361 validation_1-mae:6409.34668 [185] validation_0-mae:6009.30176 validation_1-mae:6407.92139 [186] validation_0-mae:6006.40918 validation_1-mae:6407.02539 [187] validation_0-mae:6003.15088 validation_1-mae:6406.31006 [188] validation_0-mae:5997.22412 validation_1-mae:6401.85986 [189] validation_0-mae:5994.35156 validation_1-mae:6400.53418 [190] validation_0-mae:5993.16309 validation_1-mae:6400.55176 [191] validation_0-mae:5988.52100 validation_1-mae:6397.79639 [192] validation_0-mae:5985.44434 validation_1-mae:6396.30127 [193] validation_0-mae:5983.87305 validation_1-mae:6395.21338 [194] validation_0-mae:5980.88037 validation_1-mae:6394.22217 [195] validation_0-mae:5977.48682 validation_1-mae:6392.15430 [196] validation_0-mae:5974.95703 validation_1-mae:6390.55469 [197] validation_0-mae:5973.63574 validation_1-mae:6389.85693 [198] validation_0-mae:5970.13428 validation_1-mae:6389.38965 [199] validation_0-mae:5966.64648 validation_1-mae:6389.20947 [200] validation_0-mae:5964.87353 validation_1-mae:6387.53076 [201] validation_0-mae:5961.99609 validation_1-mae:6387.80029 [202] validation_0-mae:5960.35059 validation_1-mae:6387.55811 [203] validation_0-mae:5957.67627 validation_1-mae:6387.08740 [204] validation_0-mae:5952.97168 validation_1-mae:6385.11133 [205] validation_0-mae:5950.36816 validation_1-mae:6384.57666 [206] validation_0-mae:5947.14355 validation_1-mae:6382.71289 [207] validation_0-mae:5943.51270 validation_1-mae:6380.57764 [208] validation_0-mae:5939.72656 validation_1-mae:6379.05371 [209] validation_0-mae:5935.73535 validation_1-mae:6377.98291 [210] validation_0-mae:5933.29199 validation_1-mae:6376.63672 [211] validation_0-mae:5932.32617 validation_1-mae:6375.97852 [212] validation_0-mae:5928.43897 validation_1-mae:6374.41895 [213] validation_0-mae:5925.79639 validation_1-mae:6373.76025 [214] validation_0-mae:5924.03760 validation_1-mae:6373.08838 [215] validation_0-mae:5920.96387 validation_1-mae:6371.28418 [216] validation_0-mae:5917.17773 validation_1-mae:6368.68457 [217] validation_0-mae:5913.09424 validation_1-mae:6365.94971 [218] validation_0-mae:5911.13525 validation_1-mae:6364.87500 [219] validation_0-mae:5908.38574 validation_1-mae:6363.50830 [220] validation_0-mae:5906.89404 validation_1-mae:6362.71924 [221] validation_0-mae:5903.31836 validation_1-mae:6361.47998 [222] validation_0-mae:5899.87158 validation_1-mae:6360.87598 [223] validation_0-mae:5897.01123 validation_1-mae:6360.74023 [224] validation_0-mae:5894.62695 validation_1-mae:6360.20654 [225] validation_0-mae:5892.13574 validation_1-mae:6360.00928 [226] validation_0-mae:5890.00488 validation_1-mae:6359.44971 [227] validation_0-mae:5886.68213 validation_1-mae:6358.01709 [228] validation_0-mae:5885.94580 validation_1-mae:6357.98145 [229] validation_0-mae:5884.36572 validation_1-mae:6357.98389 [230] validation_0-mae:5880.19775 validation_1-mae:6357.90186 [231] validation_0-mae:5876.86426 validation_1-mae:6355.39355 [232] validation_0-mae:5875.33350 validation_1-mae:6354.70605 [233] validation_0-mae:5873.52051 validation_1-mae:6354.05957 [234] validation_0-mae:5867.85498 validation_1-mae:6350.64453 [235] validation_0-mae:5865.45166 validation_1-mae:6349.51465 [236] validation_0-mae:5861.61865 validation_1-mae:6348.09814 [237] validation_0-mae:5859.64697 validation_1-mae:6348.33496 [238] validation_0-mae:5852.35889 validation_1-mae:6344.02978 [239] validation_0-mae:5850.00147 validation_1-mae:6343.00586 [240] validation_0-mae:5845.87549 validation_1-mae:6341.37402 [241] validation_0-mae:5842.41309 validation_1-mae:6341.01709 [242] validation_0-mae:5838.49365 validation_1-mae:6339.88135 [243] validation_0-mae:5834.91113 validation_1-mae:6338.64307 [244] validation_0-mae:5832.57959 validation_1-mae:6338.13916 [245] validation_0-mae:5829.37598 validation_1-mae:6336.71094 [246] validation_0-mae:5828.75488 validation_1-mae:6336.71777 [247] validation_0-mae:5823.55322 validation_1-mae:6331.75635 [248] validation_0-mae:5821.03418 validation_1-mae:6331.08398 [249] validation_0-mae:5817.36328 validation_1-mae:6329.47900 [250] validation_0-mae:5814.35791 validation_1-mae:6328.34131 [251] validation_0-mae:5810.18213 validation_1-mae:6324.87647 [252] validation_0-mae:5808.77539 validation_1-mae:6324.28467 [253] validation_0-mae:5805.55273 validation_1-mae:6323.24902 [254] validation_0-mae:5802.99805 validation_1-mae:6322.96143 [255] validation_0-mae:5799.75586 validation_1-mae:6322.06494 [256] validation_0-mae:5796.94531 validation_1-mae:6320.46924 [257] validation_0-mae:5794.22900 validation_1-mae:6320.54688 [258] validation_0-mae:5792.69971 validation_1-mae:6320.44092 [259] validation_0-mae:5789.56397 validation_1-mae:6318.25049 [260] validation_0-mae:5787.17090 validation_1-mae:6318.54443 [261] validation_0-mae:5783.81445 validation_1-mae:6317.65918 [262] validation_0-mae:5781.80518 validation_1-mae:6317.31787 [263] validation_0-mae:5779.46045 validation_1-mae:6316.22998 [264] validation_0-mae:5778.73242 validation_1-mae:6316.10254 [265] validation_0-mae:5774.12158 validation_1-mae:6312.04102 [266] validation_0-mae:5767.94775 validation_1-mae:6309.79492 [267] validation_0-mae:5761.48584 validation_1-mae:6307.06055 [268] validation_0-mae:5758.90576 validation_1-mae:6305.40283 [269] validation_0-mae:5752.86572 validation_1-mae:6302.57715 [270] validation_0-mae:5749.25879 validation_1-mae:6300.15918 [271] validation_0-mae:5747.39258 validation_1-mae:6299.70117 [272] validation_0-mae:5746.16650 validation_1-mae:6299.81592 [273] validation_0-mae:5743.83301 validation_1-mae:6298.65186 [274] validation_0-mae:5742.53320 validation_1-mae:6299.01904 [275] validation_0-mae:5736.65381 validation_1-mae:6294.94238 [276] validation_0-mae:5733.99512 validation_1-mae:6294.09082 [277] validation_0-mae:5731.23291 validation_1-mae:6293.70020 [278] validation_0-mae:5729.65088 validation_1-mae:6292.23828 [279] validation_0-mae:5727.34570 validation_1-mae:6291.77490 [280] validation_0-mae:5726.70117 validation_1-mae:6291.20801 [281] validation_0-mae:5724.68066 validation_1-mae:6290.17432 [282] validation_0-mae:5722.72070 validation_1-mae:6289.62012 [283] validation_0-mae:5720.15576 validation_1-mae:6286.87061 [284] validation_0-mae:5716.33301 validation_1-mae:6283.56982 [285] validation_0-mae:5711.16943 validation_1-mae:6280.16748 [286] validation_0-mae:5708.41016 validation_1-mae:6278.62402 [287] validation_0-mae:5702.88379 validation_1-mae:6275.94922 [288] validation_0-mae:5701.03076 validation_1-mae:6275.84473 [289] validation_0-mae:5697.04785 validation_1-mae:6274.12549 [290] validation_0-mae:5694.20020 validation_1-mae:6271.92188 [291] validation_0-mae:5690.37207 validation_1-mae:6269.19189 [292] validation_0-mae:5688.55029 validation_1-mae:6268.83398 [293] validation_0-mae:5686.53662 validation_1-mae:6268.44580 [294] validation_0-mae:5685.89160 validation_1-mae:6267.96826 [295] validation_0-mae:5684.77051 validation_1-mae:6267.30225 [296] validation_0-mae:5682.26953 validation_1-mae:6265.92529 [297] validation_0-mae:5679.88770 validation_1-mae:6265.14355 [298] validation_0-mae:5677.99316 validation_1-mae:6264.83105 [299] validation_0-mae:5672.74219 validation_1-mae:6262.88037 [300] validation_0-mae:5667.50000 validation_1-mae:6260.57910 [301] validation_0-mae:5666.15332 validation_1-mae:6260.24072 [302] validation_0-mae:5664.76562 validation_1-mae:6259.93457 [303] validation_0-mae:5661.56250 validation_1-mae:6259.37891 [304] validation_0-mae:5661.00684 validation_1-mae:6259.42139 [305] validation_0-mae:5660.25000 validation_1-mae:6259.87842 [306] validation_0-mae:5656.91797 validation_1-mae:6258.63818 [307] validation_0-mae:5653.33984 validation_1-mae:6257.42871 [308] validation_0-mae:5651.70312 validation_1-mae:6257.50879 [309] validation_0-mae:5649.88379 validation_1-mae:6256.84766 [310] validation_0-mae:5644.46045 validation_1-mae:6253.18262 [311] validation_0-mae:5642.54297 validation_1-mae:6252.24170 [312] validation_0-mae:5638.64600 validation_1-mae:6250.38037 [313] validation_0-mae:5636.39648 validation_1-mae:6250.77490 [314] validation_0-mae:5633.46924 validation_1-mae:6249.98828 [315] validation_0-mae:5631.54883 validation_1-mae:6249.31006 [316] validation_0-mae:5630.19922 validation_1-mae:6248.35059 [317] validation_0-mae:5626.98145 validation_1-mae:6247.58252 [318] validation_0-mae:5622.29541 validation_1-mae:6245.26221 [319] validation_0-mae:5620.19727 validation_1-mae:6244.78076 [320] validation_0-mae:5618.03711 validation_1-mae:6244.80469 [321] validation_0-mae:5615.63281 validation_1-mae:6244.81885 [322] validation_0-mae:5612.06934 validation_1-mae:6242.50098 [323] validation_0-mae:5611.18115 validation_1-mae:6242.39844 [324] validation_0-mae:5608.56055 validation_1-mae:6242.26123 [325] validation_0-mae:5605.81934 validation_1-mae:6243.25195 [326] validation_0-mae:5603.93457 validation_1-mae:6242.17969 [327] validation_0-mae:5601.95117 validation_1-mae:6241.75098 [328] validation_0-mae:5599.34326 validation_1-mae:6239.29688 [329] validation_0-mae:5597.61865 validation_1-mae:6238.73535 [330] validation_0-mae:5596.67969 validation_1-mae:6238.99316 [331] validation_0-mae:5594.22510 validation_1-mae:6237.74219 [332] validation_0-mae:5593.64941 validation_1-mae:6237.57520 [333] validation_0-mae:5591.85742 validation_1-mae:6237.63574 [334] validation_0-mae:5589.13721 validation_1-mae:6237.33740 [335] validation_0-mae:5586.39404 validation_1-mae:6236.75586 [336] validation_0-mae:5585.00928 validation_1-mae:6236.63135 [337] validation_0-mae:5583.59814 validation_1-mae:6235.99219 [338] validation_0-mae:5579.49365 validation_1-mae:6234.63965 [339] validation_0-mae:5578.45850 validation_1-mae:6234.46973 [340] validation_0-mae:5576.81006 validation_1-mae:6233.70947 [341] validation_0-mae:5572.80078 validation_1-mae:6230.42432 [342] validation_0-mae:5568.93945 validation_1-mae:6228.57812 [343] validation_0-mae:5567.10010 validation_1-mae:6227.27344 [344] validation_0-mae:5565.69189 validation_1-mae:6227.27051 [345] validation_0-mae:5563.96728 validation_1-mae:6227.00391 [346] validation_0-mae:5562.10791 validation_1-mae:6227.34717 [347] validation_0-mae:5560.45068 validation_1-mae:6227.82812 [348] validation_0-mae:5556.35889 validation_1-mae:6225.38770 [349] validation_0-mae:5552.55664 validation_1-mae:6222.32568 [350] validation_0-mae:5551.48535 validation_1-mae:6221.75049 [351] validation_0-mae:5551.18066 validation_1-mae:6221.70898 [352] validation_0-mae:5548.34912 validation_1-mae:6221.40723 [353] validation_0-mae:5545.92969 validation_1-mae:6221.15723 [354] validation_0-mae:5544.84228 validation_1-mae:6220.67773 [355] validation_0-mae:5538.79492 validation_1-mae:6218.35498 [356] validation_0-mae:5535.82471 validation_1-mae:6216.98193 [357] validation_0-mae:5533.11230 validation_1-mae:6214.71826 [358] validation_0-mae:5531.62256 validation_1-mae:6214.78174 [359] validation_0-mae:5529.52295 validation_1-mae:6214.15527 [360] validation_0-mae:5528.86084 validation_1-mae:6214.68213 [361] validation_0-mae:5525.46045 validation_1-mae:6212.80908 [362] validation_0-mae:5520.96143 validation_1-mae:6209.20654 [363] validation_0-mae:5519.27686 validation_1-mae:6208.99951 [364] validation_0-mae:5515.74268 validation_1-mae:6207.25342 [365] validation_0-mae:5515.25586 validation_1-mae:6207.20068 [366] validation_0-mae:5514.58203 validation_1-mae:6206.80225 [367] validation_0-mae:5513.10107 validation_1-mae:6207.29102 [368] validation_0-mae:5512.19482 validation_1-mae:6207.05371 [369] validation_0-mae:5511.16895 validation_1-mae:6206.48682 [370] validation_0-mae:5508.97754 validation_1-mae:6206.06836 [371] validation_0-mae:5507.74463 validation_1-mae:6205.32080 [372] validation_0-mae:5506.92090 validation_1-mae:6205.42578 [373] validation_0-mae:5504.84131 validation_1-mae:6203.40674 [374] validation_0-mae:5501.62402 validation_1-mae:6202.29395 [375] validation_0-mae:5500.06494 validation_1-mae:6201.49121 [376] validation_0-mae:5498.89893 validation_1-mae:6200.69238 [377] validation_0-mae:5496.34375 validation_1-mae:6199.84766 [378] validation_0-mae:5495.19238 validation_1-mae:6200.27686 [379] validation_0-mae:5493.87207 validation_1-mae:6200.49951 [380] validation_0-mae:5493.58105 validation_1-mae:6200.46582 [381] validation_0-mae:5489.09912 validation_1-mae:6198.42627 [382] validation_0-mae:5485.18066 validation_1-mae:6196.03613 [383] validation_0-mae:5483.00635 validation_1-mae:6195.58496 [384] validation_0-mae:5480.83545 validation_1-mae:6195.26025 [385] validation_0-mae:5477.40772 validation_1-mae:6193.25977 [386] validation_0-mae:5476.88574 validation_1-mae:6193.25928 [387] validation_0-mae:5474.04980 validation_1-mae:6192.68603 [388] validation_0-mae:5472.43994 validation_1-mae:6193.16455 [389] validation_0-mae:5470.46826 validation_1-mae:6192.99316 [390] validation_0-mae:5466.92188 validation_1-mae:6190.68603 [391] validation_0-mae:5465.33203 validation_1-mae:6190.69482 [392] validation_0-mae:5463.02393 validation_1-mae:6189.75635 [393] validation_0-mae:5460.13379 validation_1-mae:6189.30811 [394] validation_0-mae:5458.36035 validation_1-mae:6188.72754 [395] validation_0-mae:5457.37207 validation_1-mae:6188.24121 [396] validation_0-mae:5455.50684 validation_1-mae:6187.86523 [397] validation_0-mae:5454.77490 validation_1-mae:6187.46875 [398] validation_0-mae:5450.01709 validation_1-mae:6185.87842 [399] validation_0-mae:5448.73145 validation_1-mae:6186.62695 [400] validation_0-mae:5448.15625 validation_1-mae:6186.31641 [401] validation_0-mae:5447.39648 validation_1-mae:6186.31103 [402] validation_0-mae:5446.07520 validation_1-mae:6185.49512 [403] validation_0-mae:5444.13965 validation_1-mae:6185.47412 [404] validation_0-mae:5441.22559 validation_1-mae:6184.13770 [405] validation_0-mae:5440.34277 validation_1-mae:6184.60449 [406] validation_0-mae:5438.56445 validation_1-mae:6184.14551 [407] validation_0-mae:5433.83936 validation_1-mae:6182.97363 [408] validation_0-mae:5430.07715 validation_1-mae:6182.77686 [409] validation_0-mae:5428.44482 validation_1-mae:6182.10205 [410] validation_0-mae:5426.24512 validation_1-mae:6182.00391 [411] validation_0-mae:5424.55225 validation_1-mae:6180.86328 [412] validation_0-mae:5422.80225 validation_1-mae:6181.03369 [413] validation_0-mae:5421.33887 validation_1-mae:6180.88330 [414] validation_0-mae:5419.23096 validation_1-mae:6180.93164 [415] validation_0-mae:5416.16943 validation_1-mae:6179.10400 [416] validation_0-mae:5415.60303 validation_1-mae:6179.03711 [417] validation_0-mae:5414.25195 validation_1-mae:6178.49512 [418] validation_0-mae:5412.08447 validation_1-mae:6178.22217 [419] validation_0-mae:5410.59912 validation_1-mae:6178.02881 [420] validation_0-mae:5409.50830 validation_1-mae:6177.28564 [421] validation_0-mae:5408.27051 validation_1-mae:6176.55176 [422] validation_0-mae:5407.47412 validation_1-mae:6175.87939 [423] validation_0-mae:5405.56592 validation_1-mae:6176.36914 [424] validation_0-mae:5403.77637 validation_1-mae:6175.61035 [425] validation_0-mae:5401.28369 validation_1-mae:6175.17578 [426] validation_0-mae:5399.84180 validation_1-mae:6174.86865 [427] validation_0-mae:5398.16113 validation_1-mae:6173.42480 [428] validation_0-mae:5395.94629 validation_1-mae:6174.09375 [429] validation_0-mae:5392.70215 validation_1-mae:6172.66895 [430] validation_0-mae:5389.25098 validation_1-mae:6170.17676 [431] validation_0-mae:5386.38818 validation_1-mae:6168.70117 [432] validation_0-mae:5384.65039 validation_1-mae:6168.64307 [433] validation_0-mae:5383.40674 validation_1-mae:6167.96436 [434] validation_0-mae:5382.64209 validation_1-mae:6167.63135 [435] validation_0-mae:5380.56201 validation_1-mae:6167.43897 [436] validation_0-mae:5379.20947 validation_1-mae:6167.19873 [437] validation_0-mae:5378.04834 validation_1-mae:6166.96777 [438] validation_0-mae:5375.84522 validation_1-mae:6166.42871 [439] validation_0-mae:5374.20850 validation_1-mae:6166.73096 [440] validation_0-mae:5374.08398 validation_1-mae:6166.80322 [441] validation_0-mae:5369.97510 validation_1-mae:6164.22607 [442] validation_0-mae:5368.76221 validation_1-mae:6164.39893 [443] validation_0-mae:5367.40381 validation_1-mae:6164.06738 [444] validation_0-mae:5362.88037 validation_1-mae:6162.86719 [445] validation_0-mae:5360.34863 validation_1-mae:6162.77539 [446] validation_0-mae:5359.80859 validation_1-mae:6162.48584 [447] validation_0-mae:5357.69824 validation_1-mae:6162.57666 [448] validation_0-mae:5355.74365 validation_1-mae:6161.40088 [449] validation_0-mae:5352.21777 validation_1-mae:6158.55469 [450] validation_0-mae:5348.28418 validation_1-mae:6156.84033 [451] validation_0-mae:5344.26025 validation_1-mae:6154.95557 [452] validation_0-mae:5342.39746 validation_1-mae:6154.89941 [453] validation_0-mae:5339.98779 validation_1-mae:6153.71533 [454] validation_0-mae:5338.38232 validation_1-mae:6153.91064 [455] validation_0-mae:5335.37158 validation_1-mae:6152.72900 [456] validation_0-mae:5334.33887 validation_1-mae:6152.74414 [457] validation_0-mae:5333.55176 validation_1-mae:6152.64600 [458] validation_0-mae:5332.40967 validation_1-mae:6152.60840 [459] validation_0-mae:5331.35449 validation_1-mae:6152.54834 [460] validation_0-mae:5329.84522 validation_1-mae:6151.82861 [461] validation_0-mae:5328.02490 validation_1-mae:6151.84668 [462] validation_0-mae:5324.84814 validation_1-mae:6151.05371 [463] validation_0-mae:5323.02539 validation_1-mae:6151.21143 [464] validation_0-mae:5320.29834 validation_1-mae:6151.43897 [465] validation_0-mae:5318.11914 validation_1-mae:6151.44141 [466] validation_0-mae:5316.35547 validation_1-mae:6151.48389 [467] validation_0-mae:5313.37842 validation_1-mae:6149.40137 [468] validation_0-mae:5311.01953 validation_1-mae:6149.05078 [469] validation_0-mae:5310.05127 validation_1-mae:6149.41064 [470] validation_0-mae:5308.75391 validation_1-mae:6149.69482 [471] validation_0-mae:5307.22070 validation_1-mae:6149.50684 [472] validation_0-mae:5305.95264 validation_1-mae:6148.55029 [473] validation_0-mae:5305.24951 validation_1-mae:6148.50342 [474] validation_0-mae:5304.45215 validation_1-mae:6148.51318 [475] validation_0-mae:5301.74561 validation_1-mae:6146.80029 [476] validation_0-mae:5300.19775 validation_1-mae:6146.72705 [477] validation_0-mae:5298.35254 validation_1-mae:6146.82178 [478] validation_0-mae:5296.53272 validation_1-mae:6146.65967 [479] validation_0-mae:5293.83154 validation_1-mae:6145.68066 [480] validation_0-mae:5292.86230 validation_1-mae:6144.97754 [481] validation_0-mae:5292.67822 validation_1-mae:6145.14307 [482] validation_0-mae:5291.81445 validation_1-mae:6144.56250 [483] validation_0-mae:5289.81445 validation_1-mae:6144.74805 [484] validation_0-mae:5287.64551 validation_1-mae:6143.75147 [485] validation_0-mae:5284.75635 validation_1-mae:6142.62549 [486] validation_0-mae:5283.49219 validation_1-mae:6142.28223 [487] validation_0-mae:5279.61426 validation_1-mae:6143.24512 [488] validation_0-mae:5277.34277 validation_1-mae:6142.34717 [489] validation_0-mae:5275.33496 validation_1-mae:6141.33740 [490] validation_0-mae:5274.05469 validation_1-mae:6141.56641 [491] validation_0-mae:5272.76611 validation_1-mae:6141.86572 [492] validation_0-mae:5270.57471 validation_1-mae:6140.72119 [493] validation_0-mae:5268.71143 validation_1-mae:6140.15478 [494] validation_0-mae:5264.95410 validation_1-mae:6139.83057 [495] validation_0-mae:5263.37598 validation_1-mae:6139.27637 [496] validation_0-mae:5260.24121 validation_1-mae:6138.02686 [497] validation_0-mae:5258.01758 validation_1-mae:6138.58252 [498] validation_0-mae:5254.03223 validation_1-mae:6136.67285 [499] validation_0-mae:5251.44092 validation_1-mae:6135.65918 [500] validation_0-mae:5250.37109 validation_1-mae:6135.61523 [501] validation_0-mae:5247.02832 validation_1-mae:6135.00684 [502] validation_0-mae:5245.75586 validation_1-mae:6134.97168 [503] validation_0-mae:5244.32959 validation_1-mae:6134.18701 [504] validation_0-mae:5243.80078 validation_1-mae:6134.02490 [505] validation_0-mae:5242.98193 validation_1-mae:6133.38477 [506] validation_0-mae:5241.69043 validation_1-mae:6132.98438 [507] validation_0-mae:5239.62744 validation_1-mae:6132.88135 [508] validation_0-mae:5238.75684 validation_1-mae:6132.45312 [509] validation_0-mae:5238.44971 validation_1-mae:6132.59570 [510] validation_0-mae:5236.32861 validation_1-mae:6132.27148 [511] validation_0-mae:5235.58154 validation_1-mae:6131.65674 [512] validation_0-mae:5232.69043 validation_1-mae:6131.33008 [513] validation_0-mae:5231.58203 validation_1-mae:6131.19287 [514] validation_0-mae:5230.53516 validation_1-mae:6130.92969 [515] validation_0-mae:5228.43408 validation_1-mae:6129.65820 [516] validation_0-mae:5225.59668 validation_1-mae:6128.09033 [517] validation_0-mae:5223.56250 validation_1-mae:6127.60303 [518] validation_0-mae:5220.97314 validation_1-mae:6127.34424 [519] validation_0-mae:5218.50977 validation_1-mae:6126.15088 [520] validation_0-mae:5217.53564 validation_1-mae:6125.57812 [521] validation_0-mae:5216.79346 validation_1-mae:6125.23584 [522] validation_0-mae:5215.47754 validation_1-mae:6124.57764 [523] validation_0-mae:5214.97900 validation_1-mae:6124.62695 [524] validation_0-mae:5214.38184 validation_1-mae:6124.74316 [525] validation_0-mae:5212.63477 validation_1-mae:6124.16064 [526] validation_0-mae:5210.57031 validation_1-mae:6124.59522 [527] validation_0-mae:5208.04004 validation_1-mae:6123.92920 [528] validation_0-mae:5205.06592 validation_1-mae:6122.14502 [529] validation_0-mae:5204.11523 validation_1-mae:6121.95264 [530] validation_0-mae:5202.54541 validation_1-mae:6120.88721 [531] validation_0-mae:5200.47607 validation_1-mae:6119.89258 [532] validation_0-mae:5200.14160 validation_1-mae:6119.84766 [533] validation_0-mae:5198.93506 validation_1-mae:6119.57617 [534] validation_0-mae:5197.56787 validation_1-mae:6118.74170 [535] validation_0-mae:5195.88428 validation_1-mae:6118.24512 [536] validation_0-mae:5195.13916 validation_1-mae:6117.97363 [537] validation_0-mae:5195.08545 validation_1-mae:6117.88867 [538] validation_0-mae:5193.67969 validation_1-mae:6118.32861 [539] validation_0-mae:5192.55322 validation_1-mae:6118.26855 [540] validation_0-mae:5191.32861 validation_1-mae:6117.77881 [541] validation_0-mae:5190.15625 validation_1-mae:6117.43213 [542] validation_0-mae:5188.84326 validation_1-mae:6117.29102 [543] validation_0-mae:5186.83594 validation_1-mae:6117.34082 [544] validation_0-mae:5186.49561 validation_1-mae:6117.26660 [545] validation_0-mae:5185.56152 validation_1-mae:6116.66113 [546] validation_0-mae:5184.67529 validation_1-mae:6117.15625 [547] validation_0-mae:5183.35498 validation_1-mae:6117.11279 [548] validation_0-mae:5180.97852 validation_1-mae:6116.54297 [549] validation_0-mae:5179.71289 validation_1-mae:6116.17480 [550] validation_0-mae:5177.74658 validation_1-mae:6115.43897 [551] validation_0-mae:5176.65820 validation_1-mae:6115.47852 [552] validation_0-mae:5176.28320 validation_1-mae:6115.62256 [553] validation_0-mae:5175.35889 validation_1-mae:6115.65039 [554] validation_0-mae:5174.32471 validation_1-mae:6115.88867 [555] validation_0-mae:5172.77148 validation_1-mae:6115.59717 [556] validation_0-mae:5171.85400 validation_1-mae:6115.08740 [557] validation_0-mae:5171.34326 validation_1-mae:6115.36523 [558] validation_0-mae:5170.42969 validation_1-mae:6114.97412 [559] validation_0-mae:5168.65967 validation_1-mae:6114.16699 [560] validation_0-mae:5166.82910 validation_1-mae:6113.69922 [561] validation_0-mae:5164.24316 validation_1-mae:6113.69287 [562] validation_0-mae:5162.77295 validation_1-mae:6113.08398 [563] validation_0-mae:5162.49170 validation_1-mae:6113.02441 [564] validation_0-mae:5160.13135 validation_1-mae:6111.45068 [565] validation_0-mae:5158.81250 validation_1-mae:6111.26074 [566] validation_0-mae:5155.91895 validation_1-mae:6109.75537 [567] validation_0-mae:5153.13525 validation_1-mae:6108.68164 [568] validation_0-mae:5151.32764 validation_1-mae:6108.68555 [569] validation_0-mae:5149.13477 validation_1-mae:6107.20312 [570] validation_0-mae:5147.28955 validation_1-mae:6106.27002 [571] validation_0-mae:5146.15723 validation_1-mae:6105.99853 [572] validation_0-mae:5144.39502 validation_1-mae:6105.00586 [573] validation_0-mae:5143.35693 validation_1-mae:6104.66553 [574] validation_0-mae:5141.40430 validation_1-mae:6104.75928 [575] validation_0-mae:5139.17529 validation_1-mae:6103.71582 [576] validation_0-mae:5138.28857 validation_1-mae:6103.10400 [577] validation_0-mae:5137.27002 validation_1-mae:6103.49902 [578] validation_0-mae:5135.41943 validation_1-mae:6103.76758 [579] validation_0-mae:5132.58496 validation_1-mae:6102.67676 [580] validation_0-mae:5130.59326 validation_1-mae:6102.15186 [581] validation_0-mae:5129.33252 validation_1-mae:6101.70801 [582] validation_0-mae:5126.81641 validation_1-mae:6101.15723 [583] validation_0-mae:5124.27393 validation_1-mae:6100.30859 [584] validation_0-mae:5122.51758 validation_1-mae:6099.47314 [585] validation_0-mae:5119.99023 validation_1-mae:6098.54102 [586] validation_0-mae:5118.07080 validation_1-mae:6098.55713 [587] validation_0-mae:5116.34424 validation_1-mae:6098.29248 [588] validation_0-mae:5113.40381 validation_1-mae:6097.05908 [589] validation_0-mae:5111.61914 validation_1-mae:6096.72900 [590] validation_0-mae:5110.46777 validation_1-mae:6096.48730 [591] validation_0-mae:5109.29492 validation_1-mae:6096.34766 [592] validation_0-mae:5107.64893 validation_1-mae:6095.35693 [593] validation_0-mae:5105.55566 validation_1-mae:6095.15820 [594] validation_0-mae:5104.67969 validation_1-mae:6094.90381 [595] validation_0-mae:5103.13574 validation_1-mae:6093.70801 [596] validation_0-mae:5101.85986 validation_1-mae:6093.19873 [597] validation_0-mae:5100.86621 validation_1-mae:6093.23291 [598] validation_0-mae:5100.18213 validation_1-mae:6093.07373 [599] validation_0-mae:5100.09473 validation_1-mae:6093.09961 [600] validation_0-mae:5098.14355 validation_1-mae:6092.51611 [601] validation_0-mae:5097.45361 validation_1-mae:6092.75293 [602] validation_0-mae:5096.19629 validation_1-mae:6092.54395 [603] validation_0-mae:5095.03272 validation_1-mae:6092.48779 [604] validation_0-mae:5093.76904 validation_1-mae:6092.58691 [605] validation_0-mae:5093.26807 validation_1-mae:6092.42090 [606] validation_0-mae:5092.19873 validation_1-mae:6091.91943 [607] validation_0-mae:5089.51270 validation_1-mae:6091.59570 [608] validation_0-mae:5088.48438 validation_1-mae:6091.63428 [609] validation_0-mae:5087.43506 validation_1-mae:6091.82959 [610] validation_0-mae:5086.48828 validation_1-mae:6091.80420 [611] validation_0-mae:5084.79102 validation_1-mae:6091.17627 [612] validation_0-mae:5084.62793 validation_1-mae:6091.10742 [613] validation_0-mae:5082.00000 validation_1-mae:6090.94238 [614] validation_0-mae:5080.95557 validation_1-mae:6090.67334 [615] validation_0-mae:5079.31397 validation_1-mae:6091.37891 [616] validation_0-mae:5078.32422 validation_1-mae:6091.78272 [617] validation_0-mae:5077.50000 validation_1-mae:6091.73340 [618] validation_0-mae:5074.40430 validation_1-mae:6091.18018 [619] validation_0-mae:5072.24365 validation_1-mae:6090.38770 [620] validation_0-mae:5070.80859 validation_1-mae:6090.17480 [621] validation_0-mae:5070.19727 validation_1-mae:6090.37500 [622] validation_0-mae:5069.93018 validation_1-mae:6090.37451 [623] validation_0-mae:5068.70557 validation_1-mae:6089.89697 [624] validation_0-mae:5067.87012 validation_1-mae:6089.62451 [625] validation_0-mae:5066.89453 validation_1-mae:6089.35889 [626] validation_0-mae:5065.95996 validation_1-mae:6089.21826 [627] validation_0-mae:5065.09766 validation_1-mae:6089.29150 [628] validation_0-mae:5064.81103 validation_1-mae:6089.35645 [629] validation_0-mae:5064.64697 validation_1-mae:6089.46582 [630] validation_0-mae:5063.97461 validation_1-mae:6089.93164 [631] validation_0-mae:5061.10107 validation_1-mae:6090.66504 [632] validation_0-mae:5059.65478 validation_1-mae:6090.30371 [633] validation_0-mae:5056.12061 validation_1-mae:6089.03027 [634] validation_0-mae:5052.96777 validation_1-mae:6088.82031 [635] validation_0-mae:5051.65772 validation_1-mae:6088.80225 [636] validation_0-mae:5047.84912 validation_1-mae:6087.24121 [637] validation_0-mae:5046.11035 validation_1-mae:6085.89209 [638] validation_0-mae:5042.38818 validation_1-mae:6084.54492 [639] validation_0-mae:5039.45361 validation_1-mae:6083.73242 [640] validation_0-mae:5036.45410 validation_1-mae:6083.15625 [641] validation_0-mae:5034.13721 validation_1-mae:6082.43311 [642] validation_0-mae:5032.99463 validation_1-mae:6082.80420 [643] validation_0-mae:5031.62891 validation_1-mae:6082.99902 [644] validation_0-mae:5030.18115 validation_1-mae:6082.97949 [645] validation_0-mae:5027.40527 validation_1-mae:6082.22363 [646] validation_0-mae:5025.50439 validation_1-mae:6080.97266 [647] validation_0-mae:5024.83057 validation_1-mae:6080.82129 [648] validation_0-mae:5021.95752 validation_1-mae:6079.57861 [649] validation_0-mae:5020.20361 validation_1-mae:6079.50635 [650] validation_0-mae:5019.17773 validation_1-mae:6078.56934 [651] validation_0-mae:5017.76367 validation_1-mae:6078.52246 [652] validation_0-mae:5016.48340 validation_1-mae:6078.37891 [653] validation_0-mae:5015.24170 validation_1-mae:6078.59912 [654] validation_0-mae:5012.38525 validation_1-mae:6077.32324 [655] validation_0-mae:5009.35400 validation_1-mae:6076.41602 [656] validation_0-mae:5007.62842 validation_1-mae:6076.29199 [657] validation_0-mae:5006.43994 validation_1-mae:6075.61133 [658] validation_0-mae:5005.24805 validation_1-mae:6075.78955 [659] validation_0-mae:5003.78027 validation_1-mae:6075.85010 [660] validation_0-mae:5003.35840 validation_1-mae:6075.51367 [661] validation_0-mae:5001.68262 validation_1-mae:6074.72705 [662] validation_0-mae:5000.44287 validation_1-mae:6074.25781 [663] validation_0-mae:4999.47900 validation_1-mae:6073.44531 [664] validation_0-mae:4997.87012 validation_1-mae:6072.43262 [665] validation_0-mae:4996.67822 validation_1-mae:6072.95361 [666] validation_0-mae:4995.39990 validation_1-mae:6072.72363 [667] validation_0-mae:4994.15332 validation_1-mae:6072.56397 [668] validation_0-mae:4992.25293 validation_1-mae:6071.14600 [669] validation_0-mae:4991.28467 validation_1-mae:6071.41553 [670] validation_0-mae:4990.63428 validation_1-mae:6070.76953 [671] validation_0-mae:4988.52978 validation_1-mae:6069.67090 [672] validation_0-mae:4988.17139 validation_1-mae:6069.58643 [673] validation_0-mae:4987.43994 validation_1-mae:6069.37842 [674] validation_0-mae:4985.92725 validation_1-mae:6068.34717 [675] validation_0-mae:4985.06250 validation_1-mae:6068.21875 [676] validation_0-mae:4984.32373 validation_1-mae:6068.17432 [677] validation_0-mae:4982.27344 validation_1-mae:6067.14111 [678] validation_0-mae:4981.05518 validation_1-mae:6066.88330 [679] validation_0-mae:4978.12061 validation_1-mae:6066.52539 [680] validation_0-mae:4977.37207 validation_1-mae:6066.48633 [681] validation_0-mae:4976.28418 validation_1-mae:6066.54346 [682] validation_0-mae:4974.82568 validation_1-mae:6066.02539 [683] validation_0-mae:4973.13916 validation_1-mae:6065.87207 [684] validation_0-mae:4972.67529 validation_1-mae:6065.75977 [685] validation_0-mae:4971.20117 validation_1-mae:6065.54932 [686] validation_0-mae:4969.74023 validation_1-mae:6065.40088 [687] validation_0-mae:4968.38330 validation_1-mae:6064.80762 [688] validation_0-mae:4967.71875 validation_1-mae:6065.01904 [689] validation_0-mae:4967.35693 validation_1-mae:6064.95264 [690] validation_0-mae:4966.76855 validation_1-mae:6064.73926 [691] validation_0-mae:4965.16846 validation_1-mae:6065.34668 [692] validation_0-mae:4963.88525 validation_1-mae:6065.38672 [693] validation_0-mae:4963.42041 validation_1-mae:6065.61572 [694] validation_0-mae:4962.59228 validation_1-mae:6066.06250 [695] validation_0-mae:4962.12891 validation_1-mae:6065.98389 [696] validation_0-mae:4960.85303 validation_1-mae:6065.31299 [697] validation_0-mae:4960.33057 validation_1-mae:6065.63135 [698] validation_0-mae:4959.60693 validation_1-mae:6065.60742 [699] validation_0-mae:4958.07910 validation_1-mae:6065.79443 [700] validation_0-mae:4956.88281 validation_1-mae:6065.99805 [701] validation_0-mae:4956.43897 validation_1-mae:6065.80664 [702] validation_0-mae:4955.89502 validation_1-mae:6065.94824 [703] validation_0-mae:4952.52832 validation_1-mae:6064.05908 [704] validation_0-mae:4951.21973 validation_1-mae:6063.49365 [705] validation_0-mae:4949.08398 validation_1-mae:6062.26758 [706] validation_0-mae:4946.98145 validation_1-mae:6061.03076 [707] validation_0-mae:4945.00586 validation_1-mae:6060.81494 [708] validation_0-mae:4943.34717 validation_1-mae:6060.58545 [709] validation_0-mae:4942.60400 validation_1-mae:6060.61572 [710] validation_0-mae:4938.03711 validation_1-mae:6059.89014 [711] validation_0-mae:4937.97852 validation_1-mae:6059.97705 [712] validation_0-mae:4936.22705 validation_1-mae:6060.13037 [713] validation_0-mae:4934.72022 validation_1-mae:6059.60547 [714] validation_0-mae:4933.42383 validation_1-mae:6059.48828 [715] validation_0-mae:4932.53760 validation_1-mae:6059.32031 [716] validation_0-mae:4931.00928 validation_1-mae:6059.40918 [717] validation_0-mae:4930.64014 validation_1-mae:6059.81201 [718] validation_0-mae:4930.16162 validation_1-mae:6059.90527 [719] validation_0-mae:4928.62988 validation_1-mae:6059.12305 [720] validation_0-mae:4926.80371 validation_1-mae:6058.93750 [721] validation_0-mae:4924.06055 validation_1-mae:6058.89258 [722] validation_0-mae:4921.08545 validation_1-mae:6057.68945 [723] validation_0-mae:4919.53174 validation_1-mae:6057.69482 [724] validation_0-mae:4918.95215 validation_1-mae:6057.22998 [725] validation_0-mae:4917.06934 validation_1-mae:6056.69678 [726] validation_0-mae:4915.96680 validation_1-mae:6056.29541 [727] validation_0-mae:4914.91064 validation_1-mae:6055.84180 [728] validation_0-mae:4913.25537 validation_1-mae:6055.23877 [729] validation_0-mae:4912.22607 validation_1-mae:6054.80420 [730] validation_0-mae:4910.89160 validation_1-mae:6054.10693 [731] validation_0-mae:4909.14209 validation_1-mae:6054.64209 [732] validation_0-mae:4907.23047 validation_1-mae:6054.11865 [733] validation_0-mae:4906.30518 validation_1-mae:6054.47510 [734] validation_0-mae:4905.75586 validation_1-mae:6054.69775 [735] validation_0-mae:4904.59717 validation_1-mae:6053.90283 [736] validation_0-mae:4903.76855 validation_1-mae:6054.14893 [737] validation_0-mae:4901.70898 validation_1-mae:6053.14795 [738] validation_0-mae:4898.51904 validation_1-mae:6052.83008 [739] validation_0-mae:4896.62207 validation_1-mae:6052.95410 [740] validation_0-mae:4894.59619 validation_1-mae:6053.12744 [741] validation_0-mae:4893.05273 validation_1-mae:6052.89697 [742] validation_0-mae:4891.49951 validation_1-mae:6052.69678 [743] validation_0-mae:4890.35254 validation_1-mae:6052.81738 [744] validation_0-mae:4889.17529 validation_1-mae:6053.00391 [745] validation_0-mae:4887.44238 validation_1-mae:6053.05420 [746] validation_0-mae:4885.99268 validation_1-mae:6053.17627 [747] validation_0-mae:4884.18164 validation_1-mae:6053.59814 [748] validation_0-mae:4882.67969 validation_1-mae:6053.33301 [749] validation_0-mae:4882.39453 validation_1-mae:6053.54883 [750] validation_0-mae:4882.16162 validation_1-mae:6053.42480 [751] validation_0-mae:4880.66211 validation_1-mae:6052.77295 [752] validation_0-mae:4878.40234 validation_1-mae:6052.49561 [753] validation_0-mae:4876.78809 validation_1-mae:6052.39209 [754] validation_0-mae:4874.51855 validation_1-mae:6052.10547 [755] validation_0-mae:4873.76074 validation_1-mae:6051.69629 [756] validation_0-mae:4872.77881 validation_1-mae:6051.48779 [757] validation_0-mae:4870.70654 validation_1-mae:6049.52148 [758] validation_0-mae:4869.02637 validation_1-mae:6049.96094 [759] validation_0-mae:4867.85498 validation_1-mae:6049.93897 [760] validation_0-mae:4866.31006 validation_1-mae:6049.68994 [761] validation_0-mae:4865.48926 validation_1-mae:6049.49268 [762] validation_0-mae:4864.65772 validation_1-mae:6049.33252 [763] validation_0-mae:4864.37842 validation_1-mae:6049.32080 [764] validation_0-mae:4863.12549 validation_1-mae:6049.12549 [765] validation_0-mae:4861.65576 validation_1-mae:6048.85059 [766] validation_0-mae:4860.40234 validation_1-mae:6048.79834 [767] validation_0-mae:4858.96191 validation_1-mae:6048.66699 [768] validation_0-mae:4858.74853 validation_1-mae:6048.84961 [769] validation_0-mae:4857.59766 validation_1-mae:6048.31055 [770] validation_0-mae:4856.51758 validation_1-mae:6048.25537 [771] validation_0-mae:4855.76953 validation_1-mae:6048.21875 [772] validation_0-mae:4853.62305 validation_1-mae:6048.05469 [773] validation_0-mae:4852.97022 validation_1-mae:6047.77100 [774] validation_0-mae:4852.14551 validation_1-mae:6047.76270 [775] validation_0-mae:4850.85352 validation_1-mae:6047.31592 [776] validation_0-mae:4849.18603 validation_1-mae:6046.76807 [777] validation_0-mae:4847.93555 validation_1-mae:6046.15625 [778] validation_0-mae:4847.37988 validation_1-mae:6045.93848 [779] validation_0-mae:4846.73193 validation_1-mae:6045.97949 [780] validation_0-mae:4846.17432 validation_1-mae:6045.91113 [781] validation_0-mae:4845.72998 validation_1-mae:6045.63184 [782] validation_0-mae:4844.79004 validation_1-mae:6045.70410 [783] validation_0-mae:4844.33984 validation_1-mae:6045.56006 [784] validation_0-mae:4843.20117 validation_1-mae:6045.00391 [785] validation_0-mae:4841.22949 validation_1-mae:6044.61084 [786] validation_0-mae:4840.62988 validation_1-mae:6044.56299 [787] validation_0-mae:4839.91016 validation_1-mae:6044.41943 [788] validation_0-mae:4839.05908 validation_1-mae:6044.43994 [789] validation_0-mae:4837.30518 validation_1-mae:6044.08203 [790] validation_0-mae:4836.19189 validation_1-mae:6043.29932 [791] validation_0-mae:4835.32568 validation_1-mae:6043.19482 [792] validation_0-mae:4834.89502 validation_1-mae:6043.12109 [793] validation_0-mae:4832.89404 validation_1-mae:6043.00195 [794] validation_0-mae:4830.99316 validation_1-mae:6042.58984 [795] validation_0-mae:4828.85986 validation_1-mae:6042.07617 [796] validation_0-mae:4826.10645 validation_1-mae:6041.43457 [797] validation_0-mae:4824.81445 validation_1-mae:6040.77588 [798] validation_0-mae:4823.33887 validation_1-mae:6040.64795 [799] validation_0-mae:4822.01611 validation_1-mae:6040.78662 [800] validation_0-mae:4820.70557 validation_1-mae:6040.53272 [801] validation_0-mae:4818.93945 validation_1-mae:6039.58643 [802] validation_0-mae:4817.70752 validation_1-mae:6039.15918 [803] validation_0-mae:4814.11426 validation_1-mae:6038.32178 [804] validation_0-mae:4813.01611 validation_1-mae:6037.79199 [805] validation_0-mae:4812.68359 validation_1-mae:6038.03711 [806] validation_0-mae:4812.05371 validation_1-mae:6038.11035 [807] validation_0-mae:4810.20020 validation_1-mae:6038.06885 [808] validation_0-mae:4807.99414 validation_1-mae:6037.76562 [809] validation_0-mae:4806.07617 validation_1-mae:6038.40918 [810] validation_0-mae:4804.02930 validation_1-mae:6037.65478 [811] validation_0-mae:4800.78125 validation_1-mae:6036.09766 [812] validation_0-mae:4798.22119 validation_1-mae:6035.48340 [813] validation_0-mae:4797.70215 validation_1-mae:6035.65967 [814] validation_0-mae:4796.99561 validation_1-mae:6035.62109 [815] validation_0-mae:4796.44434 validation_1-mae:6035.68359 [816] validation_0-mae:4794.27197 validation_1-mae:6035.43311 [817] validation_0-mae:4792.42822 validation_1-mae:6035.31152 [818] validation_0-mae:4791.62012 validation_1-mae:6035.56299 [819] validation_0-mae:4790.95117 validation_1-mae:6035.86035 [820] validation_0-mae:4789.88232 validation_1-mae:6035.68457 [821] validation_0-mae:4788.28516 validation_1-mae:6034.67627 [822] validation_0-mae:4788.05518 validation_1-mae:6034.62598 [823] validation_0-mae:4786.16943 validation_1-mae:6034.74951 [824] validation_0-mae:4784.72754 validation_1-mae:6034.87012 [825] validation_0-mae:4783.85742 validation_1-mae:6034.49463 [826] validation_0-mae:4782.65478 validation_1-mae:6035.24365 [827] validation_0-mae:4782.45947 validation_1-mae:6035.50098 [828] validation_0-mae:4781.66797 validation_1-mae:6035.59668 [829] validation_0-mae:4781.12793 validation_1-mae:6035.44385 [830] validation_0-mae:4780.76172 validation_1-mae:6035.42383 [831] validation_0-mae:4779.34863 validation_1-mae:6034.62793 [832] validation_0-mae:4778.43555 validation_1-mae:6034.76025 [833] validation_0-mae:4777.17334 validation_1-mae:6035.13867 [834] validation_0-mae:4775.47852 validation_1-mae:6034.56445 [835] validation_0-mae:4773.86475 validation_1-mae:6034.22119 [836] validation_0-mae:4771.38818 validation_1-mae:6032.80225 [837] validation_0-mae:4768.93555 validation_1-mae:6031.16406 [838] validation_0-mae:4767.04736 validation_1-mae:6030.47168 [839] validation_0-mae:4764.58301 validation_1-mae:6030.32520 [840] validation_0-mae:4762.95264 validation_1-mae:6030.15772 [841] validation_0-mae:4760.51855 validation_1-mae:6028.24414 [842] validation_0-mae:4759.10449 validation_1-mae:6027.72998 [843] validation_0-mae:4758.30371 validation_1-mae:6028.12744 [844] validation_0-mae:4757.19434 validation_1-mae:6027.64502 [845] validation_0-mae:4755.81494 validation_1-mae:6027.46728 [846] validation_0-mae:4755.33203 validation_1-mae:6027.17236 [847] validation_0-mae:4754.87012 validation_1-mae:6026.50879 [848] validation_0-mae:4754.17627 validation_1-mae:6026.57617 [849] validation_0-mae:4751.18750 validation_1-mae:6024.41260 [850] validation_0-mae:4749.54688 validation_1-mae:6023.37061 [851] validation_0-mae:4748.98975 validation_1-mae:6023.05273 [852] validation_0-mae:4747.32324 validation_1-mae:6022.67041 [853] validation_0-mae:4744.23438 validation_1-mae:6020.84424 [854] validation_0-mae:4741.23438 validation_1-mae:6019.20068 [855] validation_0-mae:4739.51855 validation_1-mae:6018.75977 [856] validation_0-mae:4737.72705 validation_1-mae:6019.32324 [857] validation_0-mae:4736.49121 validation_1-mae:6018.81152 [858] validation_0-mae:4734.17236 validation_1-mae:6018.80713 [859] validation_0-mae:4731.68799 validation_1-mae:6017.49951 [860] validation_0-mae:4730.87793 validation_1-mae:6016.88232 [861] validation_0-mae:4729.47168 validation_1-mae:6017.52978 [862] validation_0-mae:4728.34668 validation_1-mae:6017.06152 [863] validation_0-mae:4726.96924 validation_1-mae:6016.79980 [864] validation_0-mae:4725.10791 validation_1-mae:6016.37353 [865] validation_0-mae:4724.03027 validation_1-mae:6016.44678 [866] validation_0-mae:4723.13818 validation_1-mae:6016.49121 [867] validation_0-mae:4722.32324 validation_1-mae:6016.66113 [868] validation_0-mae:4721.71924 validation_1-mae:6016.52588 [869] validation_0-mae:4721.39697 validation_1-mae:6016.52930 [870] validation_0-mae:4719.84912 validation_1-mae:6015.86035 [871] validation_0-mae:4718.55859 validation_1-mae:6015.37793 [872] validation_0-mae:4716.91602 validation_1-mae:6016.17090 [873] validation_0-mae:4715.23828 validation_1-mae:6016.14453 [874] validation_0-mae:4714.64111 validation_1-mae:6016.12695 [875] validation_0-mae:4711.56689 validation_1-mae:6015.14990 [876] validation_0-mae:4710.40820 validation_1-mae:6014.71533 [877] validation_0-mae:4709.38672 validation_1-mae:6014.37842 [878] validation_0-mae:4708.39404 validation_1-mae:6013.88672 [879] validation_0-mae:4707.36328 validation_1-mae:6013.58057 [880] validation_0-mae:4706.27197 validation_1-mae:6013.70166 [881] validation_0-mae:4705.58350 validation_1-mae:6013.62353 [882] validation_0-mae:4704.66162 validation_1-mae:6013.59473 [883] validation_0-mae:4703.76953 validation_1-mae:6013.26514 [884] validation_0-mae:4702.13672 validation_1-mae:6012.69824 [885] validation_0-mae:4699.40527 validation_1-mae:6012.43359 [886] validation_0-mae:4698.56494 validation_1-mae:6012.63428 [887] validation_0-mae:4697.05908 validation_1-mae:6012.47461 [888] validation_0-mae:4695.59082 validation_1-mae:6013.06543 [889] validation_0-mae:4694.56689 validation_1-mae:6011.93750 [890] validation_0-mae:4693.37109 validation_1-mae:6011.37891 [891] validation_0-mae:4692.37549 validation_1-mae:6010.85352 [892] validation_0-mae:4691.58252 validation_1-mae:6010.92139 [893] validation_0-mae:4690.25439 validation_1-mae:6011.03223 [894] validation_0-mae:4689.30566 validation_1-mae:6011.39355 [895] validation_0-mae:4687.26318 validation_1-mae:6011.49658 [896] validation_0-mae:4685.86670 validation_1-mae:6010.68994 [897] validation_0-mae:4685.08350 validation_1-mae:6011.11475 [898] validation_0-mae:4684.90381 validation_1-mae:6011.36670 [899] validation_0-mae:4683.60107 validation_1-mae:6010.78418 [900] validation_0-mae:4682.50684 validation_1-mae:6010.60205 [901] validation_0-mae:4681.76465 validation_1-mae:6010.48438 [902] validation_0-mae:4680.41846 validation_1-mae:6010.63770 [903] validation_0-mae:4679.95410 validation_1-mae:6010.53467 [904] validation_0-mae:4678.41357 validation_1-mae:6009.80762 [905] validation_0-mae:4677.72168 validation_1-mae:6009.55029 [906] validation_0-mae:4676.33789 validation_1-mae:6009.73047 [907] validation_0-mae:4674.92822 validation_1-mae:6009.95020 [908] validation_0-mae:4673.81103 validation_1-mae:6010.08838 [909] validation_0-mae:4672.29053 validation_1-mae:6009.76807 [910] validation_0-mae:4671.15527 validation_1-mae:6009.79248 [911] validation_0-mae:4670.27344 validation_1-mae:6009.67676 [912] validation_0-mae:4669.36328 validation_1-mae:6009.48340 [913] validation_0-mae:4668.47168 validation_1-mae:6009.36816 [914] validation_0-mae:4667.87695 validation_1-mae:6009.54932 [915] validation_0-mae:4667.81787 validation_1-mae:6009.65869 [916] validation_0-mae:4666.29980 validation_1-mae:6009.52393 [917] validation_0-mae:4663.94238 validation_1-mae:6009.33447 [918] validation_0-mae:4662.30713 validation_1-mae:6009.05762 [919] validation_0-mae:4660.62988 validation_1-mae:6009.09717 [920] validation_0-mae:4659.18994 validation_1-mae:6008.67432 [921] validation_0-mae:4657.76465 validation_1-mae:6008.38281 [922] validation_0-mae:4657.29150 validation_1-mae:6008.23877 [923] validation_0-mae:4656.05322 validation_1-mae:6008.06787 [924] validation_0-mae:4655.42480 validation_1-mae:6008.07764 [925] validation_0-mae:4654.21387 validation_1-mae:6007.28906 [926] validation_0-mae:4652.45947 validation_1-mae:6006.58301 [927] validation_0-mae:4651.41113 validation_1-mae:6006.29199 [928] validation_0-mae:4650.49512 validation_1-mae:6006.98975 [929] validation_0-mae:4649.88135 validation_1-mae:6007.20801 [930] validation_0-mae:4648.17236 validation_1-mae:6007.42334 [931] validation_0-mae:4647.10645 validation_1-mae:6007.48926 [932] validation_0-mae:4646.13721 validation_1-mae:6007.30957 [933] validation_0-mae:4645.26562 validation_1-mae:6007.08691 [934] validation_0-mae:4644.30273 validation_1-mae:6006.95703 [935] validation_0-mae:4643.40869 validation_1-mae:6006.62842 [936] validation_0-mae:4642.22412 validation_1-mae:6006.22022 [937] validation_0-mae:4640.70361 validation_1-mae:6005.33301 [938] validation_0-mae:4640.00293 validation_1-mae:6004.95410 [939] validation_0-mae:4638.89062 validation_1-mae:6005.60986 [940] validation_0-mae:4638.01758 validation_1-mae:6005.38281 [941] validation_0-mae:4637.10205 validation_1-mae:6005.58203 [942] validation_0-mae:4635.65576 validation_1-mae:6005.88037 [943] validation_0-mae:4633.91064 validation_1-mae:6005.65967 [944] validation_0-mae:4632.28467 validation_1-mae:6005.77783 [945] validation_0-mae:4631.37744 validation_1-mae:6005.63281 [946] validation_0-mae:4629.82568 validation_1-mae:6005.03857 [947] validation_0-mae:4628.39355 validation_1-mae:6004.98242 [948] validation_0-mae:4627.82178 validation_1-mae:6004.97217 [949] validation_0-mae:4626.39697 validation_1-mae:6004.37647 [950] validation_0-mae:4625.40478 validation_1-mae:6004.30566 [951] validation_0-mae:4624.77393 validation_1-mae:6004.23584 [952] validation_0-mae:4624.38428 validation_1-mae:6004.13086 [953] validation_0-mae:4623.84619 validation_1-mae:6003.49951 [954] validation_0-mae:4622.66553 validation_1-mae:6003.25732 [955] validation_0-mae:4621.55518 validation_1-mae:6003.50977 [956] validation_0-mae:4620.66992 validation_1-mae:6003.16895 [957] validation_0-mae:4619.90674 validation_1-mae:6003.30957 [958] validation_0-mae:4619.14746 validation_1-mae:6003.30664 [959] validation_0-mae:4617.86572 validation_1-mae:6003.36133 [960] validation_0-mae:4617.16602 validation_1-mae:6003.51807 [961] validation_0-mae:4616.25830 validation_1-mae:6003.43018 [962] validation_0-mae:4615.76416 validation_1-mae:6003.68750 [963] validation_0-mae:4615.18457 validation_1-mae:6003.70703 [964] validation_0-mae:4613.69580 validation_1-mae:6003.01758 [965] validation_0-mae:4612.38574 validation_1-mae:6003.22705 [966] validation_0-mae:4610.44580 validation_1-mae:6003.24756 [967] validation_0-mae:4609.48877 validation_1-mae:6003.17041 [968] validation_0-mae:4609.02490 validation_1-mae:6003.47656 [969] validation_0-mae:4608.03418 validation_1-mae:6003.15332 [970] validation_0-mae:4607.60010 validation_1-mae:6002.83887 [971] validation_0-mae:4606.55762 validation_1-mae:6002.20703 [972] validation_0-mae:4605.76074 validation_1-mae:6002.17822 [973] validation_0-mae:4604.80322 validation_1-mae:6002.31543 [974] validation_0-mae:4603.50781 validation_1-mae:6002.22461 [975] validation_0-mae:4602.51318 validation_1-mae:6002.73682 [976] validation_0-mae:4601.75147 validation_1-mae:6002.76904 [977] validation_0-mae:4600.59961 validation_1-mae:6003.12109 [978] validation_0-mae:4599.63379 validation_1-mae:6002.88818 [979] validation_0-mae:4599.29248 validation_1-mae:6002.81689 [980] validation_0-mae:4599.02637 validation_1-mae:6002.88477 [981] validation_0-mae:4597.41455 validation_1-mae:6002.49512 [982] validation_0-mae:4596.45850 validation_1-mae:6002.27734 [983] validation_0-mae:4595.91064 validation_1-mae:6002.13721 [984] validation_0-mae:4595.02246 validation_1-mae:6002.54492 [985] validation_0-mae:4594.00830 validation_1-mae:6002.68701 [986] validation_0-mae:4592.92725 validation_1-mae:6002.44971 [987] validation_0-mae:4592.04053 validation_1-mae:6002.54883 [988] validation_0-mae:4590.76123 validation_1-mae:6002.12891 [989] validation_0-mae:4590.20605 validation_1-mae:6002.04541 [990] validation_0-mae:4589.10205 validation_1-mae:6002.09961 [991] validation_0-mae:4587.52148 validation_1-mae:6001.75537 [992] validation_0-mae:4586.45703 validation_1-mae:6001.39893 [993] validation_0-mae:4586.13965 validation_1-mae:6001.54492 [994] validation_0-mae:4585.22412 validation_1-mae:6001.48389 [995] validation_0-mae:4583.73193 validation_1-mae:6002.53467 [996] validation_0-mae:4582.32959 validation_1-mae:6002.30859 [997] validation_0-mae:4581.82715 validation_1-mae:6002.14062 [998] validation_0-mae:4580.41162 validation_1-mae:6002.02002 [999] validation_0-mae:4579.39404 validation_1-mae:6002.50781 [1000] validation_0-mae:4578.45264 validation_1-mae:6002.36719 [1001] validation_0-mae:4577.50537 validation_1-mae:6002.56934 [1002] validation_0-mae:4576.06006 validation_1-mae:6002.58057 [1003] validation_0-mae:4575.35938 validation_1-mae:6002.14453 [1004] validation_0-mae:4574.57178 validation_1-mae:6002.14062 [1005] validation_0-mae:4572.79834 validation_1-mae:6002.09912 [1006] validation_0-mae:4571.26025 validation_1-mae:6000.81445 [1007] validation_0-mae:4569.21143 validation_1-mae:5999.93848 [1008] validation_0-mae:4568.30518 validation_1-mae:5999.73730 [1009] validation_0-mae:4567.79395 validation_1-mae:5999.54297 [1010] validation_0-mae:4566.66357 validation_1-mae:5999.80371 [1011] validation_0-mae:4566.49609 validation_1-mae:5999.76123 [1012] validation_0-mae:4564.90674 validation_1-mae:5999.06348 [1013] validation_0-mae:4563.82080 validation_1-mae:5998.94434 [1014] validation_0-mae:4561.62061 validation_1-mae:5998.89893 [1015] validation_0-mae:4560.33154 validation_1-mae:5998.44678 [1016] validation_0-mae:4559.21484 validation_1-mae:5998.86768 [1017] validation_0-mae:4558.69922 validation_1-mae:5998.80762 [1018] validation_0-mae:4557.85889 validation_1-mae:5998.49268 [1019] validation_0-mae:4555.78760 validation_1-mae:5998.03320 [1020] validation_0-mae:4553.89941 validation_1-mae:5997.69385 [1021] validation_0-mae:4553.14941 validation_1-mae:5997.76270 [1022] validation_0-mae:4552.10938 validation_1-mae:5998.12891 [1023] validation_0-mae:4551.35254 validation_1-mae:5998.22656 [1024] validation_0-mae:4550.80127 validation_1-mae:5998.16162 [1025] validation_0-mae:4550.19775 validation_1-mae:5997.86230 [1026] validation_0-mae:4549.66943 validation_1-mae:5997.78076 [1027] validation_0-mae:4548.94287 validation_1-mae:5997.67822 [1028] validation_0-mae:4548.71143 validation_1-mae:5997.75879 [1029] validation_0-mae:4547.83105 validation_1-mae:5998.07031 [1030] validation_0-mae:4547.62842 validation_1-mae:5998.04932 [1031] validation_0-mae:4547.08789 validation_1-mae:5998.04004 [1032] validation_0-mae:4546.28223 validation_1-mae:5997.79834 [1033] validation_0-mae:4545.44775 validation_1-mae:5997.78857 [1034] validation_0-mae:4545.21826 validation_1-mae:5997.68164 [1035] validation_0-mae:4544.45459 validation_1-mae:5997.74561 [1036] validation_0-mae:4543.42725 validation_1-mae:5998.00879 [1037] validation_0-mae:4542.80859 validation_1-mae:5997.73145 [1038] validation_0-mae:4541.89453 validation_1-mae:5997.73633 [1039] validation_0-mae:4541.49853 validation_1-mae:5997.80566 [1040] validation_0-mae:4539.04297 validation_1-mae:5997.14893 [1041] validation_0-mae:4537.71143 validation_1-mae:5996.55225 [1042] validation_0-mae:4535.63037 validation_1-mae:5996.59424 [1043] validation_0-mae:4534.92627 validation_1-mae:5996.60547 [1044] validation_0-mae:4533.97168 validation_1-mae:5996.86035 [1045] validation_0-mae:4532.74170 validation_1-mae:5996.77539 [1046] validation_0-mae:4532.47168 validation_1-mae:5996.94336 [1047] validation_0-mae:4531.78174 validation_1-mae:5996.84766 [1048] validation_0-mae:4531.33594 validation_1-mae:5997.01416 [1049] validation_0-mae:4530.09766 validation_1-mae:5997.51660 [1050] validation_0-mae:4529.27978 validation_1-mae:5997.43799 [1051] validation_0-mae:4528.30322 validation_1-mae:5997.61035 [1052] validation_0-mae:4527.24658 validation_1-mae:5997.58057 [1053] validation_0-mae:4525.67041 validation_1-mae:5997.23975 [1054] validation_0-mae:4525.04395 validation_1-mae:5997.63135 [1055] validation_0-mae:4523.50781 validation_1-mae:5997.30664 [1056] validation_0-mae:4521.82520 validation_1-mae:5996.95312 [1057] validation_0-mae:4520.41162 validation_1-mae:5997.21240 [1058] validation_0-mae:4519.58936 validation_1-mae:5997.07959 [1059] validation_0-mae:4519.27051 validation_1-mae:5996.97070 [1060] validation_0-mae:4518.17139 validation_1-mae:5997.05371 [1061] validation_0-mae:4516.82227 validation_1-mae:5996.76025 [1062] validation_0-mae:4516.19678 validation_1-mae:5996.80322 [1063] validation_0-mae:4515.17578 validation_1-mae:5996.73779 [1064] validation_0-mae:4514.46338 validation_1-mae:5996.64795 [1065] validation_0-mae:4513.68897 validation_1-mae:5996.78369 [1066] validation_0-mae:4512.71143 validation_1-mae:5996.61279 [1067] validation_0-mae:4511.41016 validation_1-mae:5995.31152 [1068] validation_0-mae:4510.26514 validation_1-mae:5994.93457 [1069] validation_0-mae:4509.52490 validation_1-mae:5994.91211 [1070] validation_0-mae:4508.55664 validation_1-mae:5994.94824 [1071] validation_0-mae:4506.79053 validation_1-mae:5994.50000 [1072] validation_0-mae:4505.77734 validation_1-mae:5994.08252 [1073] validation_0-mae:4505.50391 validation_1-mae:5994.41455 [1074] validation_0-mae:4505.47559 validation_1-mae:5994.47266 [1075] validation_0-mae:4503.70166 validation_1-mae:5994.00049 [1076] validation_0-mae:4502.23633 validation_1-mae:5993.96875 [1077] validation_0-mae:4501.23779 validation_1-mae:5993.31152 [1078] validation_0-mae:4500.38037 validation_1-mae:5993.38770 [1079] validation_0-mae:4499.38916 validation_1-mae:5993.79639 [1080] validation_0-mae:4498.56250 validation_1-mae:5993.97022 [1081] validation_0-mae:4497.68066 validation_1-mae:5994.05420 [1082] validation_0-mae:4496.64844 validation_1-mae:5993.56250 [1083] validation_0-mae:4495.05615 validation_1-mae:5993.43603 [1084] validation_0-mae:4494.21680 validation_1-mae:5993.56201 [1085] validation_0-mae:4493.42480 validation_1-mae:5993.72900 [1086] validation_0-mae:4492.44922 validation_1-mae:5994.05762 [1087] validation_0-mae:4491.52881 validation_1-mae:5994.49268 [1088] validation_0-mae:4491.02832 validation_1-mae:5994.60205 [1089] validation_0-mae:4490.39307 validation_1-mae:5994.83057 [1090] validation_0-mae:4490.04297 validation_1-mae:5994.77832 [1091] validation_0-mae:4489.46680 validation_1-mae:5994.54297 [1092] validation_0-mae:4488.91406 validation_1-mae:5994.29199 [1093] validation_0-mae:4487.92725 validation_1-mae:5993.74072 [1094] validation_0-mae:4487.27637 validation_1-mae:5994.13184 [1095] validation_0-mae:4485.68457 validation_1-mae:5994.19434 [1096] validation_0-mae:4484.42334 validation_1-mae:5993.51904 [1097] validation_0-mae:4483.34814 validation_1-mae:5993.83105 [1098] validation_0-mae:4481.64600 validation_1-mae:5993.68603 [1099] validation_0-mae:4480.46728 validation_1-mae:5993.82861 [1100] validation_0-mae:4479.18311 validation_1-mae:5993.70752 [1101] validation_0-mae:4478.37207 validation_1-mae:5993.56885 [1102] validation_0-mae:4475.70215 validation_1-mae:5992.70410 [1103] validation_0-mae:4474.86768 validation_1-mae:5993.33301 [1104] validation_0-mae:4474.01562 validation_1-mae:5993.48340 [1105] validation_0-mae:4473.01221 validation_1-mae:5994.06982 [1106] validation_0-mae:4472.37012 validation_1-mae:5994.31299 [1107] validation_0-mae:4471.48584 validation_1-mae:5993.83545 [1108] validation_0-mae:4470.60791 validation_1-mae:5994.17188 [1109] validation_0-mae:4469.89990 validation_1-mae:5994.17676 [1110] validation_0-mae:4468.67725 validation_1-mae:5994.07666 [1111] validation_0-mae:4468.11133 validation_1-mae:5994.17041 [1112] validation_0-mae:4467.40576 validation_1-mae:5994.15869 [1113] validation_0-mae:4466.99316 validation_1-mae:5994.38574 [1114] validation_0-mae:4465.27148 validation_1-mae:5993.99414 [1115] validation_0-mae:4464.97559 validation_1-mae:5993.89014 [1116] validation_0-mae:4463.40527 validation_1-mae:5993.78906 [1117] validation_0-mae:4462.18897 validation_1-mae:5993.76758 [1118] validation_0-mae:4461.79199 validation_1-mae:5993.82471 [1119] validation_0-mae:4460.53564 validation_1-mae:5993.76074 [1120] validation_0-mae:4460.50488 validation_1-mae:5993.83252 [1121] validation_0-mae:4458.37012 validation_1-mae:5992.58838 [1122] validation_0-mae:4457.48340 validation_1-mae:5992.60889 [1123] validation_0-mae:4457.18262 validation_1-mae:5992.81641 [1124] validation_0-mae:4455.94824 validation_1-mae:5993.44092 [1125] validation_0-mae:4454.70459 validation_1-mae:5993.80225 [1126] validation_0-mae:4453.62793 validation_1-mae:5993.96338 [1127] validation_0-mae:4451.61523 validation_1-mae:5993.99805 [1128] validation_0-mae:4450.18994 validation_1-mae:5994.46387 [1129] validation_0-mae:4449.27051 validation_1-mae:5994.51367 [1130] validation_0-mae:4448.57910 validation_1-mae:5994.33838 [1131] validation_0-mae:4448.00537 validation_1-mae:5994.46094 [1132] validation_0-mae:4447.19141 validation_1-mae:5994.02246 [1133] validation_0-mae:4444.95264 validation_1-mae:5994.18652 [1134] validation_0-mae:4444.49805 validation_1-mae:5994.36670 [1135] validation_0-mae:4443.72266 validation_1-mae:5994.41406 [1136] validation_0-mae:4443.06934 validation_1-mae:5994.34473 [1137] validation_0-mae:4442.33984 validation_1-mae:5994.16260 [1138] validation_0-mae:4440.90723 validation_1-mae:5994.41016 [1139] validation_0-mae:4439.87500 validation_1-mae:5994.18311 [1140] validation_0-mae:4438.14990 validation_1-mae:5993.59522 [1141] validation_0-mae:4436.07227 validation_1-mae:5993.93994 [1142] validation_0-mae:4434.54443 validation_1-mae:5994.43262 [1143] validation_0-mae:4433.17969 validation_1-mae:5994.40430 [1144] validation_0-mae:4431.42383 validation_1-mae:5993.82324 [1145] validation_0-mae:4430.01172 validation_1-mae:5993.14795 [1146] validation_0-mae:4428.35938 validation_1-mae:5993.61719 [1147] validation_0-mae:4427.04102 validation_1-mae:5993.28564 [1148] validation_0-mae:4425.64209 validation_1-mae:5992.54248 [1149] validation_0-mae:4424.14307 validation_1-mae:5992.41260 [1150] validation_0-mae:4423.37598 validation_1-mae:5992.98730 [1151] validation_0-mae:4422.62598 validation_1-mae:5992.76807 [1152] validation_0-mae:4421.95410 validation_1-mae:5993.01855 [1153] validation_0-mae:4420.97022 validation_1-mae:5993.26318 [1154] validation_0-mae:4420.22510 validation_1-mae:5993.40918 [1155] validation_0-mae:4419.30762 validation_1-mae:5993.95117 [1156] validation_0-mae:4417.90137 validation_1-mae:5993.95605 [1157] validation_0-mae:4416.85449 validation_1-mae:5993.52002 [1158] validation_0-mae:4416.03516 validation_1-mae:5993.75977 [1159] validation_0-mae:4415.04980 validation_1-mae:5993.66113 [1160] validation_0-mae:4414.28174 validation_1-mae:5993.49463 [1161] validation_0-mae:4413.76416 validation_1-mae:5993.52930 [1162] validation_0-mae:4412.69043 validation_1-mae:5993.21728 [1163] validation_0-mae:4411.76270 validation_1-mae:5992.98877 [1164] validation_0-mae:4410.05713 validation_1-mae:5993.25830 [1165] validation_0-mae:4409.62695 validation_1-mae:5993.45996 [1166] validation_0-mae:4408.54541 validation_1-mae:5993.12842 [1167] validation_0-mae:4407.63281 validation_1-mae:5992.91992 [1168] validation_0-mae:4405.44727 validation_1-mae:5992.15381 [1169] validation_0-mae:4403.73438 validation_1-mae:5992.45410 [1170] validation_0-mae:4402.41992 validation_1-mae:5992.33301 [1171] validation_0-mae:4401.52246 validation_1-mae:5992.80469 [1172] validation_0-mae:4400.83057 validation_1-mae:5992.56787 [1173] validation_0-mae:4399.77881 validation_1-mae:5992.36719 [1174] validation_0-mae:4398.12891 validation_1-mae:5991.97998 [1175] validation_0-mae:4397.75684 validation_1-mae:5992.14844 [1176] validation_0-mae:4396.13086 validation_1-mae:5991.81348 [1177] validation_0-mae:4395.56836 validation_1-mae:5992.02734 [1178] validation_0-mae:4394.03906 validation_1-mae:5992.06299 [1179] validation_0-mae:4392.52490 validation_1-mae:5992.73486 [1180] validation_0-mae:4391.28662 validation_1-mae:5992.76172 [1181] validation_0-mae:4390.32227 validation_1-mae:5993.07812 [1182] validation_0-mae:4389.56982 validation_1-mae:5993.01660 [1183] validation_0-mae:4389.15967 validation_1-mae:5993.10059 [1184] validation_0-mae:4388.68311 validation_1-mae:5993.45801 [1185] validation_0-mae:4387.81201 validation_1-mae:5993.77783 [1186] validation_0-mae:4386.86035 validation_1-mae:5993.36230 [1187] validation_0-mae:4385.81836 validation_1-mae:5993.13818 [1188] validation_0-mae:4384.97803 validation_1-mae:5993.20850 [1189] validation_0-mae:4384.27295 validation_1-mae:5993.41846 [1190] validation_0-mae:4383.81934 validation_1-mae:5993.46094 [1191] validation_0-mae:4383.26953 validation_1-mae:5993.04639 [1192] validation_0-mae:4382.47461 validation_1-mae:5992.92285 [1193] validation_0-mae:4380.92285 validation_1-mae:5992.75439 [1194] validation_0-mae:4379.51904 validation_1-mae:5992.62012 [1195] validation_0-mae:4379.01074 validation_1-mae:5992.49756 [1196] validation_0-mae:4378.21436 validation_1-mae:5992.19873 [1197] validation_0-mae:4377.77734 validation_1-mae:5992.46533 [1198] validation_0-mae:4376.57861 validation_1-mae:5991.90967 [1199] validation_0-mae:4375.76514 validation_1-mae:5991.96191 [1200] validation_0-mae:4374.94189 validation_1-mae:5992.26123 [1201] validation_0-mae:4373.93701 validation_1-mae:5992.22412 [1202] validation_0-mae:4373.33936 validation_1-mae:5991.91895 [1203] validation_0-mae:4373.14453 validation_1-mae:5991.75830 [1204] validation_0-mae:4371.97754 validation_1-mae:5991.35449 [1205] validation_0-mae:4371.12305 validation_1-mae:5991.10205 [1206] validation_0-mae:4370.28662 validation_1-mae:5991.01074 [1207] validation_0-mae:4369.53125 validation_1-mae:5991.51123 [1208] validation_0-mae:4368.90332 validation_1-mae:5991.52490 [1209] validation_0-mae:4368.10840 validation_1-mae:5991.40430 [1210] validation_0-mae:4366.74902 validation_1-mae:5991.33545 [1211] validation_0-mae:4365.61426 validation_1-mae:5991.58203 [1212] validation_0-mae:4364.39160 validation_1-mae:5991.97461 [1213] validation_0-mae:4362.73242 validation_1-mae:5990.93115 [1214] validation_0-mae:4361.85400 validation_1-mae:5990.40869 [1215] validation_0-mae:4360.95898 validation_1-mae:5990.77344 [1216] validation_0-mae:4360.00098 validation_1-mae:5990.52148 [1217] validation_0-mae:4359.17383 validation_1-mae:5990.72656 [1218] validation_0-mae:4357.76660 validation_1-mae:5990.64893 [1219] validation_0-mae:4356.38379 validation_1-mae:5990.10791 [1220] validation_0-mae:4355.13184 validation_1-mae:5989.93603 [1221] validation_0-mae:4354.16943 validation_1-mae:5990.01855 [1222] validation_0-mae:4353.25195 validation_1-mae:5990.25049 [1223] validation_0-mae:4352.27441 validation_1-mae:5990.55078 [1224] validation_0-mae:4351.41260 validation_1-mae:5990.71728 [1225] validation_0-mae:4350.55762 validation_1-mae:5990.59424 [1226] validation_0-mae:4349.71143 validation_1-mae:5990.64404 [1227] validation_0-mae:4348.65723 validation_1-mae:5990.70020 [1228] validation_0-mae:4347.92432 validation_1-mae:5990.94385 [1229] validation_0-mae:4346.76758 validation_1-mae:5990.99414 [1230] validation_0-mae:4345.87353 validation_1-mae:5990.72949 [1231] validation_0-mae:4345.31397 validation_1-mae:5990.72559 [1232] validation_0-mae:4344.23730 validation_1-mae:5990.52441 [1233] validation_0-mae:4343.56543 validation_1-mae:5990.55420 [1234] validation_0-mae:4342.34033 validation_1-mae:5990.75781 [1235] validation_0-mae:4341.91650 validation_1-mae:5990.51855 [1236] validation_0-mae:4341.61328 validation_1-mae:5990.61719 [1237] validation_0-mae:4340.71240 validation_1-mae:5990.89209 [1238] validation_0-mae:4339.75928 validation_1-mae:5990.79395 [1239] validation_0-mae:4339.46680 validation_1-mae:5990.90527 [1240] validation_0-mae:4339.08203 validation_1-mae:5991.00586 [1241] validation_0-mae:4337.88770 validation_1-mae:5991.12647 [1242] validation_0-mae:4337.38135 validation_1-mae:5991.02051 [1243] validation_0-mae:4336.94043 validation_1-mae:5991.13379 [1244] validation_0-mae:4335.55469 validation_1-mae:5991.33203 [1245] validation_0-mae:4335.39258 validation_1-mae:5991.35938 [1246] validation_0-mae:4335.34277 validation_1-mae:5991.32129 [1247] validation_0-mae:4335.12109 validation_1-mae:5991.27539 [1248] validation_0-mae:4335.06787 validation_1-mae:5991.32959 [1249] validation_0-mae:4334.23828 validation_1-mae:5991.68164 [1250] validation_0-mae:4333.80176 validation_1-mae:5991.42578 [1251] validation_0-mae:4333.01611 validation_1-mae:5991.47070 [1252] validation_0-mae:4332.40625 validation_1-mae:5991.22461 [1253] validation_0-mae:4331.64062 validation_1-mae:5991.28662 [1254] validation_0-mae:4330.71387 validation_1-mae:5991.71826 [1255] validation_0-mae:4330.03272 validation_1-mae:5991.40234 [1256] validation_0-mae:4329.62402 validation_1-mae:5991.58252 [1257] validation_0-mae:4328.88770 validation_1-mae:5991.47949 [1258] validation_0-mae:4328.30713 validation_1-mae:5991.43359 [1259] validation_0-mae:4327.87256 validation_1-mae:5991.78076 [1260] validation_0-mae:4326.83594 validation_1-mae:5992.10596 [1261] validation_0-mae:4325.77686 validation_1-mae:5992.23730 [1262] validation_0-mae:4324.99561 validation_1-mae:5991.95166 [1263] validation_0-mae:4323.12451 validation_1-mae:5991.74463 [1264] validation_0-mae:4322.16846 validation_1-mae:5992.19043 [1265] validation_0-mae:4320.76221 validation_1-mae:5992.22754 [1266] validation_0-mae:4319.89014 validation_1-mae:5992.39258 [1267] validation_0-mae:4318.55664 validation_1-mae:5992.96045 [1268] validation_0-mae:4318.39648 validation_1-mae:5992.99023 [1269] validation_0-mae:4317.94092 validation_1-mae:5993.27588 [1270] validation_0-mae:4317.41260 validation_1-mae:5993.40820 [1271] validation_0-mae:4317.33740 validation_1-mae:5993.39746 [1272] validation_0-mae:4316.56982 validation_1-mae:5993.40772 [1273] validation_0-mae:4316.15967 validation_1-mae:5993.03223 [1274] validation_0-mae:4315.19385 validation_1-mae:5992.80713 [1275] validation_0-mae:4313.19385 validation_1-mae:5992.30371 [1276] validation_0-mae:4311.92627 validation_1-mae:5992.33740 [1277] validation_0-mae:4310.89697 validation_1-mae:5992.91650 [1278] validation_0-mae:4310.42529 validation_1-mae:5993.09228 [1279] validation_0-mae:4309.69336 validation_1-mae:5992.83936 [1280] validation_0-mae:4308.91650 validation_1-mae:5992.89062 [1281] validation_0-mae:4307.34082 validation_1-mae:5992.50439 [1282] validation_0-mae:4305.58447 validation_1-mae:5992.34424 [1283] validation_0-mae:4304.50391 validation_1-mae:5991.90625 [1284] validation_0-mae:4303.91455 validation_1-mae:5991.79932 [1285] validation_0-mae:4302.18359 validation_1-mae:5991.72168 [1286] validation_0-mae:4300.83789 validation_1-mae:5991.77686 [1287] validation_0-mae:4300.07520 validation_1-mae:5992.12695 [1288] validation_0-mae:4299.16016 validation_1-mae:5991.96143 [1289] validation_0-mae:4298.42334 validation_1-mae:5991.87695 [1290] validation_0-mae:4297.66162 validation_1-mae:5991.91406 [1291] validation_0-mae:4297.23340 validation_1-mae:5992.18066 [1292] validation_0-mae:4296.49902 validation_1-mae:5992.36621 [1293] validation_0-mae:4295.41406 validation_1-mae:5992.55371 [1294] validation_0-mae:4294.66553 validation_1-mae:5992.81348 [1295] validation_0-mae:4294.15088 validation_1-mae:5992.69336 [1296] validation_0-mae:4293.11279 validation_1-mae:5992.85840 [1297] validation_0-mae:4292.08008 validation_1-mae:5993.19678 [1298] validation_0-mae:4290.96631 validation_1-mae:5992.97314 [1299] validation_0-mae:4289.44092 validation_1-mae:5992.18164 [1300] validation_0-mae:4288.21484 validation_1-mae:5992.03906 [1301] validation_0-mae:4287.27100 validation_1-mae:5992.05127 [1302] validation_0-mae:4286.33105 validation_1-mae:5992.34082 [1303] validation_0-mae:4286.10352 validation_1-mae:5992.37207 [1304] validation_0-mae:4285.63770 validation_1-mae:5992.63037 [1305] validation_0-mae:4284.82959 validation_1-mae:5992.09961 [1306] validation_0-mae:4284.01318 validation_1-mae:5992.07764 [1307] validation_0-mae:4283.20801 validation_1-mae:5991.83252 [1308] validation_0-mae:4282.64014 validation_1-mae:5991.57910 [1309] validation_0-mae:4281.64014 validation_1-mae:5991.52246 [1310] validation_0-mae:4280.84326 validation_1-mae:5991.57178 [1311] validation_0-mae:4279.65088 validation_1-mae:5990.87988 [1312] validation_0-mae:4278.15234 validation_1-mae:5990.84180 [1313] validation_0-mae:4277.68897 validation_1-mae:5990.90869 [1314] validation_0-mae:4277.09863 validation_1-mae:5990.80127 [1315] validation_0-mae:4275.92627 validation_1-mae:5990.81250 [1316] validation_0-mae:4274.71533 validation_1-mae:5990.56299 [1317] validation_0-mae:4273.58350 validation_1-mae:5990.29443 [1318] validation_0-mae:4272.81885 validation_1-mae:5990.68994 [1319] validation_0-mae:4272.27881 validation_1-mae:5990.66602 [1320] validation_0-mae:4271.66846 validation_1-mae:5990.51807 [1321] validation_0-mae:4271.13574 validation_1-mae:5990.37988 [1322] validation_0-mae:4270.35938 validation_1-mae:5990.50586 [1323] validation_0-mae:4269.54688 validation_1-mae:5990.67334 [1324] validation_0-mae:4268.46728 validation_1-mae:5990.66602 [1325] validation_0-mae:4267.31152 validation_1-mae:5989.91064 [1326] validation_0-mae:4266.40674 validation_1-mae:5990.02100 [1327] validation_0-mae:4265.96094 validation_1-mae:5990.28467 [1328] validation_0-mae:4265.04102 validation_1-mae:5990.05615 [1329] validation_0-mae:4264.17139 validation_1-mae:5989.59375 [1330] validation_0-mae:4263.85059 validation_1-mae:5989.45508 [1331] validation_0-mae:4261.58057 validation_1-mae:5988.74609 [1332] validation_0-mae:4260.52637 validation_1-mae:5989.19238 [1333] validation_0-mae:4259.75195 validation_1-mae:5989.12549 [1334] validation_0-mae:4259.34033 validation_1-mae:5989.13574 [1335] validation_0-mae:4258.37988 validation_1-mae:5989.34375 [1336] validation_0-mae:4257.46728 validation_1-mae:5989.45068 [1337] validation_0-mae:4256.56152 validation_1-mae:5989.30957 [1338] validation_0-mae:4255.31250 validation_1-mae:5988.46436 [1339] validation_0-mae:4254.59814 validation_1-mae:5988.73291 [1340] validation_0-mae:4253.60693 validation_1-mae:5989.14014 [1341] validation_0-mae:4252.06348 validation_1-mae:5989.39453 [1342] validation_0-mae:4251.03613 validation_1-mae:5989.79150 [1343] validation_0-mae:4250.43652 validation_1-mae:5989.58545 [1344] validation_0-mae:4249.79297 validation_1-mae:5989.76416 [1345] validation_0-mae:4249.06592 validation_1-mae:5989.98486 [1346] validation_0-mae:4248.70312 validation_1-mae:5990.28076 [1347] validation_0-mae:4247.23193 validation_1-mae:5990.01172 [1348] validation_0-mae:4246.79443 validation_1-mae:5989.79199 [1349] validation_0-mae:4246.30469 validation_1-mae:5989.47217 [1350] validation_0-mae:4245.62598 validation_1-mae:5989.37500 [1351] validation_0-mae:4245.57178 validation_1-mae:5989.35156 [1352] validation_0-mae:4244.75098 validation_1-mae:5989.19922 [1353] validation_0-mae:4244.25391 validation_1-mae:5989.21191 [1354] validation_0-mae:4243.11475 validation_1-mae:5989.28809 [1355] validation_0-mae:4242.18555 validation_1-mae:5989.20654 [1356] validation_0-mae:4240.85596 validation_1-mae:5989.05908 [1357] validation_0-mae:4240.60547 validation_1-mae:5989.00781 [1358] validation_0-mae:4239.62256 validation_1-mae:5988.98730 [1359] validation_0-mae:4238.80664 validation_1-mae:5989.34717 [1360] validation_0-mae:4238.01416 validation_1-mae:5989.57178 [1361] validation_0-mae:4237.53760 validation_1-mae:5989.60791 [1362] validation_0-mae:4237.32227 validation_1-mae:5989.57666 [1363] validation_0-mae:4235.96094 validation_1-mae:5989.82568 [1364] validation_0-mae:4234.94629 validation_1-mae:5989.86230 [1365] validation_0-mae:4233.73828 validation_1-mae:5989.50488 [1366] validation_0-mae:4233.16504 validation_1-mae:5989.81836 [1367] validation_0-mae:4232.15967 validation_1-mae:5989.24316 [1368] validation_0-mae:4231.73779 validation_1-mae:5989.20410 [1369] validation_0-mae:4230.87891 validation_1-mae:5988.96826 [1370] validation_0-mae:4230.06934 validation_1-mae:5988.61621 [1371] validation_0-mae:4227.82666 validation_1-mae:5987.87256 [1372] validation_0-mae:4226.93555 validation_1-mae:5988.57666 [1373] validation_0-mae:4226.11621 validation_1-mae:5988.73096 [1374] validation_0-mae:4225.13916 validation_1-mae:5988.65186 [1375] validation_0-mae:4223.68652 validation_1-mae:5988.60156 [1376] validation_0-mae:4222.67529 validation_1-mae:5988.12305 [1377] validation_0-mae:4222.04883 validation_1-mae:5988.17041 [1378] validation_0-mae:4221.18701 validation_1-mae:5988.45508 [1379] validation_0-mae:4220.54980 validation_1-mae:5988.38477 [1380] validation_0-mae:4219.99463 validation_1-mae:5988.35693 [1381] validation_0-mae:4219.61670 validation_1-mae:5988.31103 [1382] validation_0-mae:4219.11426 validation_1-mae:5988.14307 [1383] validation_0-mae:4218.72803 validation_1-mae:5987.89502 [1384] validation_0-mae:4218.25684 validation_1-mae:5988.13867 [1385] validation_0-mae:4217.44434 validation_1-mae:5987.99121 [1386] validation_0-mae:4216.88916 validation_1-mae:5988.18848 [1387] validation_0-mae:4216.51562 validation_1-mae:5988.36914 [1388] validation_0-mae:4214.43018 validation_1-mae:5988.06250 [1389] validation_0-mae:4214.20068 validation_1-mae:5988.14941 [1390] validation_0-mae:4213.05127 validation_1-mae:5987.49268 [1391] validation_0-mae:4212.84619 validation_1-mae:5987.49414 [1392] validation_0-mae:4212.04102 validation_1-mae:5987.83154 [1393] validation_0-mae:4211.03174 validation_1-mae:5987.52978 [1394] validation_0-mae:4210.11230 validation_1-mae:5987.43506 [1395] validation_0-mae:4207.56397 validation_1-mae:5987.62451 [1396] validation_0-mae:4205.76611 validation_1-mae:5987.36475 [1397] validation_0-mae:4204.99951 validation_1-mae:5987.68799 [1398] validation_0-mae:4203.48682 validation_1-mae:5987.77490 [1399] validation_0-mae:4201.51172 validation_1-mae:5988.23242 [1400] validation_0-mae:4201.19287 validation_1-mae:5988.27002 [1401] validation_0-mae:4199.56543 validation_1-mae:5988.77100 [1402] validation_0-mae:4198.65918 validation_1-mae:5988.94385 [1403] validation_0-mae:4196.87109 validation_1-mae:5988.94922 [1404] validation_0-mae:4195.30908 validation_1-mae:5989.15478 [1405] validation_0-mae:4194.27246 validation_1-mae:5989.76562 [1406] validation_0-mae:4193.87451 validation_1-mae:5989.68311 [1407] validation_0-mae:4192.75000 validation_1-mae:5989.92334 [1408] validation_0-mae:4192.42090 validation_1-mae:5989.99219 [1409] validation_0-mae:4191.97803 validation_1-mae:5990.09570 [1410] validation_0-mae:4191.34228 validation_1-mae:5989.80811 [1411] validation_0-mae:4190.93018 validation_1-mae:5990.10254 [1412] validation_0-mae:4190.15576 validation_1-mae:5990.33154 [1413] validation_0-mae:4189.31787 validation_1-mae:5989.99023 [1414] validation_0-mae:4187.97168 validation_1-mae:5989.54834 [1415] validation_0-mae:4186.34277 validation_1-mae:5989.45117 [1416] validation_0-mae:4185.00879 validation_1-mae:5989.52930 [1417] validation_0-mae:4184.23047 validation_1-mae:5989.55811 [1418] validation_0-mae:4183.82861 validation_1-mae:5989.64404 [1419] validation_0-mae:4182.84131 validation_1-mae:5989.82178 [1420] validation_0-mae:4182.25537 validation_1-mae:5989.75049 [1421] validation_0-mae:4180.67383 validation_1-mae:5989.40918 [1422] validation_0-mae:4179.88672 validation_1-mae:5989.54053 [1423] validation_0-mae:4178.41455 validation_1-mae:5989.59375 [1424] validation_0-mae:4177.55811 validation_1-mae:5990.04150 [1425] validation_0-mae:4176.93408 validation_1-mae:5989.69922 [1426] validation_0-mae:4175.42334 validation_1-mae:5989.61377 [1427] validation_0-mae:4173.29932 validation_1-mae:5988.09228 [1428] validation_0-mae:4172.21094 validation_1-mae:5988.55127 [1429] validation_0-mae:4171.38379 validation_1-mae:5988.44238 [1430] validation_0-mae:4170.53955 validation_1-mae:5988.29346 [1431] validation_0-mae:4169.50049 validation_1-mae:5988.40430 [1432] validation_0-mae:4168.73828 validation_1-mae:5988.08154 [1433] validation_0-mae:4167.24414 validation_1-mae:5987.97363 [1434] validation_0-mae:4166.74707 validation_1-mae:5988.01953 [1435] validation_0-mae:4165.91455 validation_1-mae:5987.87500 [1436] validation_0-mae:4164.76904 validation_1-mae:5987.78076 [1437] validation_0-mae:4163.30518 validation_1-mae:5987.41650 [1438] validation_0-mae:4162.49561 validation_1-mae:5987.95898 [1439] validation_0-mae:4162.01318 validation_1-mae:5988.01709 [1440] validation_0-mae:4161.35303 validation_1-mae:5988.32568 [1441] validation_0-mae:4160.90625 validation_1-mae:5988.41650 [1442] validation_0-mae:4160.55859 validation_1-mae:5988.56103 [1443] validation_0-mae:4159.61865 validation_1-mae:5988.31006 [1444] validation_0-mae:4158.71338 validation_1-mae:5988.02637 [1445] validation_0-mae:4158.33789 validation_1-mae:5987.90381 [1446] validation_0-mae:4157.06201 validation_1-mae:5988.18555 [1447] validation_0-mae:4155.89355 validation_1-mae:5987.83350 [1448] validation_0-mae:4155.45801 validation_1-mae:5987.86475 [1449] validation_0-mae:4154.94971 validation_1-mae:5987.96436 [1450] validation_0-mae:4154.22217 validation_1-mae:5987.71533 [1451] validation_0-mae:4153.64111 validation_1-mae:5988.04102 [1452] validation_0-mae:4153.54346 validation_1-mae:5988.02978 [1453] validation_0-mae:4153.05420 validation_1-mae:5987.80664 [1454] validation_0-mae:4152.95264 validation_1-mae:5987.76221 [1455] validation_0-mae:4152.92969 validation_1-mae:5987.81397 [1456] validation_0-mae:4152.16895 validation_1-mae:5987.98975 [1457] validation_0-mae:4150.74609 validation_1-mae:5987.21631 [1458] validation_0-mae:4149.84619 validation_1-mae:5987.18897 [1459] validation_0-mae:4149.14209 validation_1-mae:5987.28809 [1460] validation_0-mae:4148.43799 validation_1-mae:5987.43359 [1461] validation_0-mae:4147.89893 validation_1-mae:5987.46484 [1462] validation_0-mae:4147.35498 validation_1-mae:5987.57129 [1463] validation_0-mae:4146.35352 validation_1-mae:5987.01123 [1464] validation_0-mae:4145.05322 validation_1-mae:5986.90723 [1465] validation_0-mae:4144.66895 validation_1-mae:5987.02197 [1466] validation_0-mae:4143.75000 validation_1-mae:5986.97412 [1467] validation_0-mae:4143.10889 validation_1-mae:5986.81738 [1468] validation_0-mae:4142.17383 validation_1-mae:5986.95850 [1469] validation_0-mae:4141.25293 validation_1-mae:5987.37647 [1470] validation_0-mae:4140.65674 validation_1-mae:5987.30176 [1471] validation_0-mae:4139.87451 validation_1-mae:5987.19922 [1472] validation_0-mae:4139.61328 validation_1-mae:5987.03223 [1473] validation_0-mae:4139.12744 validation_1-mae:5987.20215 [1474] validation_0-mae:4138.34912 validation_1-mae:5987.40478 [1475] validation_0-mae:4138.04492 validation_1-mae:5987.48584 [1476] validation_0-mae:4136.46777 validation_1-mae:5987.09814 [1477] validation_0-mae:4135.22900 validation_1-mae:5987.59961 [1478] validation_0-mae:4134.74805 validation_1-mae:5987.58789 [1479] validation_0-mae:4134.30078 validation_1-mae:5987.53760 [1480] validation_0-mae:4133.76270 validation_1-mae:5987.37500 [1481] validation_0-mae:4132.77930 validation_1-mae:5987.37988 [1482] validation_0-mae:4132.20410 validation_1-mae:5987.63818 [1483] validation_0-mae:4131.21191 validation_1-mae:5987.34619 [1484] validation_0-mae:4129.34131 validation_1-mae:5988.48340 [1485] validation_0-mae:4127.56689 validation_1-mae:5989.20117 [1486] validation_0-mae:4125.85498 validation_1-mae:5988.78760 [1487] validation_0-mae:4124.15234 validation_1-mae:5988.45850 [1488] validation_0-mae:4123.02441 validation_1-mae:5988.56445 [1489] validation_0-mae:4121.79053 validation_1-mae:5987.94385 [1490] validation_0-mae:4120.23438 validation_1-mae:5988.11377 [1491] validation_0-mae:4118.85791 validation_1-mae:5987.80908 [1492] validation_0-mae:4118.43164 validation_1-mae:5987.92871 [1493] validation_0-mae:4118.08008 validation_1-mae:5987.68408 [1494] validation_0-mae:4117.06494 validation_1-mae:5987.25684 [1495] validation_0-mae:4116.47363 validation_1-mae:5987.42236 [1496] validation_0-mae:4115.49658 validation_1-mae:5986.66846 [1497] validation_0-mae:4115.27734 validation_1-mae:5986.78711 [1498] validation_0-mae:4114.19775 validation_1-mae:5986.22070 [1499] validation_0-mae:4113.04736 validation_1-mae:5985.89453 [1500] validation_0-mae:4111.98828 validation_1-mae:5985.55371 [1501] validation_0-mae:4111.36084 validation_1-mae:5985.48145 [1502] validation_0-mae:4109.41699 validation_1-mae:5985.30762 [1503] validation_0-mae:4108.96924 validation_1-mae:5985.48730 [1504] validation_0-mae:4107.61523 validation_1-mae:5985.98486 [1505] validation_0-mae:4107.05908 validation_1-mae:5985.78857 [1506] validation_0-mae:4105.97656 validation_1-mae:5986.64551 [1507] validation_0-mae:4105.07129 validation_1-mae:5986.50879 [1508] validation_0-mae:4104.21680 validation_1-mae:5986.58545 [1509] validation_0-mae:4102.25195 validation_1-mae:5986.01660 [1510] validation_0-mae:4101.58984 validation_1-mae:5986.16211 [1511] validation_0-mae:4100.79004 validation_1-mae:5986.49121 [1512] validation_0-mae:4100.09814 validation_1-mae:5986.61865 [1513] validation_0-mae:4099.66797 validation_1-mae:5986.57227 [1514] validation_0-mae:4097.90918 validation_1-mae:5986.45752 [1515] validation_0-mae:4097.31152 validation_1-mae:5986.86426 [1516] validation_0-mae:4096.50879 validation_1-mae:5986.98535 [1517] validation_0-mae:4096.08838 validation_1-mae:5987.23486 [1518] validation_0-mae:4095.79736 validation_1-mae:5987.15283 [1519] validation_0-mae:4095.28198 validation_1-mae:5987.04492 [1520] validation_0-mae:4094.40405 validation_1-mae:5987.19824 [1521] validation_0-mae:4093.81030 validation_1-mae:5987.31103 [1522] validation_0-mae:4093.43457 validation_1-mae:5987.22998 [1523] validation_0-mae:4092.54614 validation_1-mae:5987.22803 [1524] validation_0-mae:4091.17554 validation_1-mae:5987.57373 [1525] validation_0-mae:4090.73486 validation_1-mae:5987.19287 [1526] validation_0-mae:4090.11841 validation_1-mae:5986.70166 [1527] validation_0-mae:4089.60791 validation_1-mae:5986.54736 [1528] validation_0-mae:4089.06470 validation_1-mae:5986.67676 [1529] validation_0-mae:4088.07105 validation_1-mae:5986.78320 [1530] validation_0-mae:4087.44897 validation_1-mae:5986.78418 [1531] validation_0-mae:4086.79248 validation_1-mae:5986.97070 [1532] validation_0-mae:4086.02466 validation_1-mae:5986.79248 [1533] validation_0-mae:4084.95386 validation_1-mae:5987.07812 [1534] validation_0-mae:4084.17163 validation_1-mae:5986.67236 [1535] validation_0-mae:4082.97266 validation_1-mae:5986.90527 [1536] validation_0-mae:4081.16626 validation_1-mae:5987.01904 [1537] validation_0-mae:4080.47485 validation_1-mae:5987.22363 [1538] validation_0-mae:4079.11841 validation_1-mae:5987.46289 [1539] validation_0-mae:4078.06006 validation_1-mae:5987.08203 [1540] validation_0-mae:4077.78467 validation_1-mae:5987.08643 [1541] validation_0-mae:4077.32593 validation_1-mae:5987.05908 [1542] validation_0-mae:4076.89233 validation_1-mae:5986.88477 [1543] validation_0-mae:4076.33203 validation_1-mae:5986.70068 [1544] validation_0-mae:4076.27417 validation_1-mae:5986.70557 [1545] validation_0-mae:4075.81958 validation_1-mae:5986.78223 [1546] validation_0-mae:4075.44189 validation_1-mae:5986.79346 [1547] validation_0-mae:4074.53491 validation_1-mae:5986.48584 [1548] validation_0-mae:4073.23193 validation_1-mae:5986.28027 [1549] validation_0-mae:4072.34961 validation_1-mae:5985.88330 [1550] validation_0-mae:4071.32153 validation_1-mae:5985.45557 [1551] validation_0-mae:4070.42163 validation_1-mae:5985.35449 [1552] validation_0-mae:4069.29639 validation_1-mae:5985.32568 [1553] validation_0-mae:4068.82275 validation_1-mae:5985.32666 [1554] validation_0-mae:4068.69531 validation_1-mae:5985.39648 [1555] validation_0-mae:4068.55713 validation_1-mae:5985.40088 [1556] validation_0-mae:4067.90942 validation_1-mae:5985.48340 [1557] validation_0-mae:4067.09229 validation_1-mae:5985.24365 [1558] validation_0-mae:4065.92334 validation_1-mae:5985.32520 [1559] validation_0-mae:4065.04907 validation_1-mae:5985.35205 [1560] validation_0-mae:4064.02319 validation_1-mae:5985.46484 [1561] validation_0-mae:4062.73926 validation_1-mae:5985.27295 [1562] validation_0-mae:4061.72730 validation_1-mae:5985.26074 [1563] validation_0-mae:4060.92188 validation_1-mae:5985.30469 [1564] validation_0-mae:4059.94019 validation_1-mae:5985.07178 [1565] validation_0-mae:4059.25610 validation_1-mae:5985.20996 [1566] validation_0-mae:4058.80664 validation_1-mae:5984.85303 [1567] validation_0-mae:4057.85352 validation_1-mae:5984.60986 [1568] validation_0-mae:4057.45508 validation_1-mae:5984.53809 [1569] validation_0-mae:4056.22144 validation_1-mae:5984.57568 [1570] validation_0-mae:4055.43872 validation_1-mae:5984.31152 [1571] validation_0-mae:4055.37549 validation_1-mae:5984.30176 [1572] validation_0-mae:4055.34180 validation_1-mae:5984.34033 [1573] validation_0-mae:4054.82397 validation_1-mae:5984.21289 [1574] validation_0-mae:4053.64111 validation_1-mae:5983.88770 [1575] validation_0-mae:4052.62720 validation_1-mae:5983.83154 [1576] validation_0-mae:4052.15698 validation_1-mae:5983.89258 [1577] validation_0-mae:4051.63013 validation_1-mae:5983.77588 [1578] validation_0-mae:4050.70190 validation_1-mae:5983.25488 [1579] validation_0-mae:4050.08838 validation_1-mae:5983.30566 [1580] validation_0-mae:4048.72681 validation_1-mae:5983.61914 [1581] validation_0-mae:4048.10913 validation_1-mae:5983.36963 [1582] validation_0-mae:4047.61890 validation_1-mae:5983.53418 [1583] validation_0-mae:4046.46704 validation_1-mae:5983.30762 [1584] validation_0-mae:4045.76978 validation_1-mae:5983.57568 [1585] validation_0-mae:4045.05859 validation_1-mae:5983.67969 [1586] validation_0-mae:4043.74878 validation_1-mae:5983.22559 [1587] validation_0-mae:4042.95947 validation_1-mae:5983.14795 [1588] validation_0-mae:4042.26416 validation_1-mae:5982.94531 [1589] validation_0-mae:4040.94873 validation_1-mae:5983.02930 [1590] validation_0-mae:4040.30225 validation_1-mae:5983.24072 [1591] validation_0-mae:4039.00708 validation_1-mae:5982.90674 [1592] validation_0-mae:4037.72046 validation_1-mae:5982.18066 [1593] validation_0-mae:4036.60742 validation_1-mae:5981.59668 [1594] validation_0-mae:4035.52563 validation_1-mae:5980.96289 [1595] validation_0-mae:4034.70386 validation_1-mae:5980.61914 [1596] validation_0-mae:4033.72021 validation_1-mae:5980.35791 [1597] validation_0-mae:4033.20142 validation_1-mae:5980.49951 [1598] validation_0-mae:4031.66675 validation_1-mae:5980.54932 [1599] validation_0-mae:4031.30395 validation_1-mae:5980.57422 [1600] validation_0-mae:4030.25732 validation_1-mae:5981.06201 [1601] validation_0-mae:4028.57593 validation_1-mae:5981.76123 [1602] validation_0-mae:4027.76758 validation_1-mae:5981.73975 [1603] validation_0-mae:4027.04004 validation_1-mae:5981.82471 [1604] validation_0-mae:4026.46558 validation_1-mae:5982.25049 [1605] validation_0-mae:4025.19995 validation_1-mae:5982.14258 [1606] validation_0-mae:4024.70850 validation_1-mae:5981.93311 [1607] validation_0-mae:4024.28174 validation_1-mae:5982.05859 [1608] validation_0-mae:4023.81958 validation_1-mae:5982.23779 [1609] validation_0-mae:4022.85303 validation_1-mae:5982.79883 [1610] validation_0-mae:4021.73657 validation_1-mae:5983.20898 [1611] validation_0-mae:4021.22705 validation_1-mae:5982.97168 [1612] validation_0-mae:4019.70947 validation_1-mae:5983.34814 [1613] validation_0-mae:4018.15869 validation_1-mae:5983.36865 [1614] validation_0-mae:4017.06299 validation_1-mae:5982.62695 [1615] validation_0-mae:4015.71875 validation_1-mae:5982.36035 [1616] validation_0-mae:4014.78711 validation_1-mae:5982.25439 [1617] validation_0-mae:4014.17676 validation_1-mae:5982.19873 [1618] validation_0-mae:4013.65918 validation_1-mae:5981.83398 [1619] validation_0-mae:4013.10352 validation_1-mae:5981.84814 [1620] validation_0-mae:4013.08423 validation_1-mae:5981.84912 [1621] validation_0-mae:4012.81860 validation_1-mae:5981.86719 [1622] validation_0-mae:4011.92529 validation_1-mae:5981.79297 [1623] validation_0-mae:4011.12036 validation_1-mae:5981.31982 [1624] validation_0-mae:4010.04297 validation_1-mae:5981.27734 [1625] validation_0-mae:4008.96509 validation_1-mae:5981.19775 [1626] validation_0-mae:4008.05298 validation_1-mae:5981.47607 [1627] validation_0-mae:4007.05029 validation_1-mae:5981.61719 [1628] validation_0-mae:4006.30029 validation_1-mae:5981.48926 [1629] validation_0-mae:4005.59985 validation_1-mae:5981.63379 [1630] validation_0-mae:4004.15503 validation_1-mae:5981.89893 [1631] validation_0-mae:4003.17603 validation_1-mae:5981.21631 [1632] validation_0-mae:4002.47266 validation_1-mae:5981.80859 [1633] validation_0-mae:4001.82593 validation_1-mae:5981.74805 [1634] validation_0-mae:4000.33545 validation_1-mae:5982.12695 [1635] validation_0-mae:3999.50439 validation_1-mae:5982.49316 [1636] validation_0-mae:3998.80933 validation_1-mae:5982.47363 [1637] validation_0-mae:3998.14233 validation_1-mae:5982.23633 [1638] validation_0-mae:3997.22510 validation_1-mae:5982.07471 [1639] validation_0-mae:3996.81177 validation_1-mae:5982.38477 [1640] validation_0-mae:3995.97534 validation_1-mae:5982.40332 [1641] validation_0-mae:3995.46411 validation_1-mae:5982.31787 [1642] validation_0-mae:3995.04565 validation_1-mae:5982.21680 [1643] validation_0-mae:3994.79858 validation_1-mae:5982.40039 [1644] validation_0-mae:3994.09863 validation_1-mae:5982.37988 [1645] validation_0-mae:3993.13428 validation_1-mae:5982.38672 [1646] validation_0-mae:3992.02319 validation_1-mae:5982.23438 [1647] validation_0-mae:3990.82446 validation_1-mae:5982.27393 [1648] validation_0-mae:3989.96509 validation_1-mae:5982.35693 [1649] validation_0-mae:3989.47900 validation_1-mae:5982.29688 [1650] validation_0-mae:3988.93213 validation_1-mae:5982.30664 [1651] validation_0-mae:3988.06763 validation_1-mae:5982.23047 [1652] validation_0-mae:3987.00977 validation_1-mae:5982.17236 [1653] validation_0-mae:3985.83618 validation_1-mae:5982.20703 [1654] validation_0-mae:3984.68262 validation_1-mae:5981.77441 [1655] validation_0-mae:3984.07593 validation_1-mae:5981.69238 [1656] validation_0-mae:3983.43896 validation_1-mae:5981.81397 [1657] validation_0-mae:3981.58643 validation_1-mae:5982.06201 [1658] validation_0-mae:3981.02466 validation_1-mae:5982.10840 [1659] validation_0-mae:3980.02759 validation_1-mae:5982.41162 [1660] validation_0-mae:3979.44141 validation_1-mae:5982.11865 [1661] validation_0-mae:3978.49048 validation_1-mae:5982.00342 [1662] validation_0-mae:3978.09473 validation_1-mae:5981.90039 [1663] validation_0-mae:3976.49512 validation_1-mae:5981.91162 [1664] validation_0-mae:3975.57373 validation_1-mae:5982.06152 [1665] validation_0-mae:3974.39819 validation_1-mae:5982.18408 [1666] validation_0-mae:3973.55298 validation_1-mae:5982.17578 [1667] validation_0-mae:3972.75024 validation_1-mae:5982.22119 [1668] validation_0-mae:3972.22583 validation_1-mae:5982.35791 [1669] validation_0-mae:3972.05176 validation_1-mae:5982.56689 [1670] validation_0-mae:3970.99463 validation_1-mae:5983.42432 [1671] validation_0-mae:3969.59058 validation_1-mae:5982.92188 [1672] validation_0-mae:3968.69434 validation_1-mae:5982.91309 [1673] validation_0-mae:3967.15479 validation_1-mae:5983.01953 [1674] validation_0-mae:3966.13696 validation_1-mae:5983.13721 [1675] validation_0-mae:3965.74268 validation_1-mae:5983.22656 [1676] validation_0-mae:3964.80200 validation_1-mae:5983.46143 [1677] validation_0-mae:3963.81567 validation_1-mae:5983.69092 [1678] validation_0-mae:3963.03320 validation_1-mae:5984.15088 [1679] validation_0-mae:3961.62061 validation_1-mae:5983.38135 [1680] validation_0-mae:3960.80005 validation_1-mae:5982.90576 [1681] validation_0-mae:3959.53076 validation_1-mae:5983.85010 [1682] validation_0-mae:3959.01856 validation_1-mae:5983.91699 [1683] validation_0-mae:3957.85498 validation_1-mae:5983.46484 [1684] validation_0-mae:3957.42236 validation_1-mae:5983.38672 [1685] validation_0-mae:3956.85181 validation_1-mae:5983.46924 [1686] validation_0-mae:3955.83838 validation_1-mae:5983.75488 [1687] validation_0-mae:3955.17456 validation_1-mae:5984.12842 [1688] validation_0-mae:3954.45679 validation_1-mae:5984.23486 [1689] validation_0-mae:3953.35815 validation_1-mae:5984.20752 [1690] validation_0-mae:3952.44605 validation_1-mae:5984.37988 [1691] validation_0-mae:3951.42456 validation_1-mae:5984.58984 [1692] validation_0-mae:3950.79419 validation_1-mae:5984.79102 [1693] validation_0-mae:3949.75610 validation_1-mae:5984.82324 [1694] validation_0-mae:3949.36694 validation_1-mae:5984.92676 [1695] validation_0-mae:3948.19678 validation_1-mae:5984.45752 [1696] validation_0-mae:3947.63281 validation_1-mae:5984.56738 [1697] validation_0-mae:3947.26758 validation_1-mae:5984.52539 [1698] validation_0-mae:3946.75244 validation_1-mae:5984.64258 [1699] validation_0-mae:3946.06909 validation_1-mae:5984.79492 Dropping: sup [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65137 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.57666 [21] validation_0-mae:7944.89600 validation_1-mae:7832.65723 [22] validation_0-mae:7846.75635 validation_1-mae:7746.49707 [23] validation_0-mae:7760.49268 validation_1-mae:7677.36865 [24] validation_0-mae:7676.77881 validation_1-mae:7599.02197 [25] validation_0-mae:7604.22461 validation_1-mae:7535.70166 [26] validation_0-mae:7548.77930 validation_1-mae:7488.89014 [27] validation_0-mae:7488.50000 validation_1-mae:7434.85938 [28] validation_0-mae:7439.26465 validation_1-mae:7393.56201 [29] validation_0-mae:7397.07129 validation_1-mae:7359.39160 [30] validation_0-mae:7361.33447 validation_1-mae:7328.76221 [31] validation_0-mae:7320.76904 validation_1-mae:7292.27686 [32] validation_0-mae:7292.27344 validation_1-mae:7274.97949 [33] validation_0-mae:7264.06689 validation_1-mae:7253.93799 [34] validation_0-mae:7233.79004 validation_1-mae:7233.97656 [35] validation_0-mae:7202.32031 validation_1-mae:7209.10449 [36] validation_0-mae:7185.08740 validation_1-mae:7195.68848 [37] validation_0-mae:7167.61963 validation_1-mae:7185.25635 [38] validation_0-mae:7142.17969 validation_1-mae:7163.75732 [39] validation_0-mae:7120.81445 validation_1-mae:7146.57422 [40] validation_0-mae:7102.98682 validation_1-mae:7136.12451 [41] validation_0-mae:7086.79443 validation_1-mae:7123.72900 [42] validation_0-mae:7069.74609 validation_1-mae:7112.98730 [43] validation_0-mae:7049.70898 validation_1-mae:7099.18164 [44] validation_0-mae:7033.69287 validation_1-mae:7086.12353 [45] validation_0-mae:7014.76465 validation_1-mae:7072.96484 [46] validation_0-mae:6998.53857 validation_1-mae:7062.79199 [47] validation_0-mae:6975.02393 validation_1-mae:7044.02734 [48] validation_0-mae:6963.79541 validation_1-mae:7035.36670 [49] validation_0-mae:6944.66797 validation_1-mae:7021.19434 [50] validation_0-mae:6920.67480 validation_1-mae:7005.78467 [51] validation_0-mae:6908.85303 validation_1-mae:6996.54395 [52] validation_0-mae:6890.51709 validation_1-mae:6984.39258 [53] validation_0-mae:6871.32373 validation_1-mae:6967.62891 [54] validation_0-mae:6856.89600 validation_1-mae:6954.97412 [55] validation_0-mae:6846.20459 validation_1-mae:6948.53369 [56] validation_0-mae:6826.03076 validation_1-mae:6931.84033 [57] validation_0-mae:6813.08398 validation_1-mae:6923.26416 [58] validation_0-mae:6803.71582 validation_1-mae:6916.59570 [59] validation_0-mae:6786.72754 validation_1-mae:6908.63232 [60] validation_0-mae:6774.04492 validation_1-mae:6898.10107 [61] validation_0-mae:6760.41797 validation_1-mae:6887.36719 [62] validation_0-mae:6749.58740 validation_1-mae:6880.72949 [63] validation_0-mae:6734.16895 validation_1-mae:6868.25195 [64] validation_0-mae:6721.70703 validation_1-mae:6857.53027 [65] validation_0-mae:6710.04395 validation_1-mae:6848.82031 [66] validation_0-mae:6696.66162 validation_1-mae:6835.11816 [67] validation_0-mae:6686.05078 validation_1-mae:6829.40088 [68] validation_0-mae:6675.47510 validation_1-mae:6820.94824 [69] validation_0-mae:6670.55078 validation_1-mae:6817.62500 [70] validation_0-mae:6656.58936 validation_1-mae:6808.47363 [71] validation_0-mae:6645.05908 validation_1-mae:6799.80615 [72] validation_0-mae:6634.14893 validation_1-mae:6795.06397 [73] validation_0-mae:6626.81543 validation_1-mae:6788.67578 [74] validation_0-mae:6615.44531 validation_1-mae:6781.54443 [75] validation_0-mae:6594.58447 validation_1-mae:6762.82910 [76] validation_0-mae:6584.57227 validation_1-mae:6755.10791 [77] validation_0-mae:6580.47998 validation_1-mae:6750.68262 [78] validation_0-mae:6571.57471 validation_1-mae:6743.33057 [79] validation_0-mae:6562.47070 validation_1-mae:6738.55664 [80] validation_0-mae:6553.31299 validation_1-mae:6729.92627 [81] validation_0-mae:6540.72461 validation_1-mae:6721.73340 [82] validation_0-mae:6534.66016 validation_1-mae:6717.25488 [83] validation_0-mae:6526.12109 validation_1-mae:6710.63330 [84] validation_0-mae:6519.50488 validation_1-mae:6707.80078 [85] validation_0-mae:6510.27148 validation_1-mae:6701.10742 [86] validation_0-mae:6502.89111 validation_1-mae:6698.18359 [87] validation_0-mae:6490.11768 validation_1-mae:6687.94678 [88] validation_0-mae:6477.55420 validation_1-mae:6682.08838 [89] validation_0-mae:6471.57910 validation_1-mae:6676.15381 [90] validation_0-mae:6465.41211 validation_1-mae:6672.33008 [91] validation_0-mae:6457.54297 validation_1-mae:6665.37061 [92] validation_0-mae:6450.37793 validation_1-mae:6661.91211 [93] validation_0-mae:6442.47266 validation_1-mae:6658.76416 [94] validation_0-mae:6435.12744 validation_1-mae:6653.42480 [95] validation_0-mae:6427.84668 validation_1-mae:6647.86670 [96] validation_0-mae:6421.42432 validation_1-mae:6643.87256 [97] validation_0-mae:6410.98877 validation_1-mae:6637.48389 [98] validation_0-mae:6403.85107 validation_1-mae:6631.15430 [99] validation_0-mae:6396.78320 validation_1-mae:6626.37695 [100] validation_0-mae:6388.12402 validation_1-mae:6619.40674 [101] validation_0-mae:6385.41504 validation_1-mae:6617.82422 [102] validation_0-mae:6377.64502 validation_1-mae:6614.69922 [103] validation_0-mae:6372.82520 validation_1-mae:6610.21387 [104] validation_0-mae:6367.05615 validation_1-mae:6606.23584 [105] validation_0-mae:6362.55811 validation_1-mae:6603.70801 [106] validation_0-mae:6358.72998 validation_1-mae:6599.68408 [107] validation_0-mae:6349.83887 validation_1-mae:6595.40137 [108] validation_0-mae:6346.18994 validation_1-mae:6593.57471 [109] validation_0-mae:6333.95557 validation_1-mae:6584.37305 [110] validation_0-mae:6327.82129 validation_1-mae:6579.43799 [111] validation_0-mae:6319.35303 validation_1-mae:6573.01758 [112] validation_0-mae:6312.48047 validation_1-mae:6567.98047 [113] validation_0-mae:6308.04590 validation_1-mae:6564.71826 [114] validation_0-mae:6304.73779 validation_1-mae:6562.19580 [115] validation_0-mae:6300.12939 validation_1-mae:6559.05518 [116] validation_0-mae:6292.90576 validation_1-mae:6554.27686 [117] validation_0-mae:6291.09766 validation_1-mae:6554.41162 [118] validation_0-mae:6285.96240 validation_1-mae:6550.66504 [119] validation_0-mae:6278.62695 validation_1-mae:6547.42480 [120] validation_0-mae:6272.15967 validation_1-mae:6542.91992 [121] validation_0-mae:6265.87402 validation_1-mae:6538.45850 [122] validation_0-mae:6262.80908 validation_1-mae:6536.91992 [123] validation_0-mae:6258.66016 validation_1-mae:6533.79102 [124] validation_0-mae:6255.08887 validation_1-mae:6532.84473 [125] validation_0-mae:6245.60547 validation_1-mae:6524.98291 [126] validation_0-mae:6238.31103 validation_1-mae:6522.24951 [127] validation_0-mae:6233.67334 validation_1-mae:6520.08838 [128] validation_0-mae:6230.62793 validation_1-mae:6519.35449 [129] validation_0-mae:6224.03223 validation_1-mae:6518.18359 [130] validation_0-mae:6220.90820 validation_1-mae:6516.86084 [131] validation_0-mae:6214.78223 validation_1-mae:6513.09522 [132] validation_0-mae:6211.48828 validation_1-mae:6512.03564 [133] validation_0-mae:6207.75977 validation_1-mae:6510.06543 [134] validation_0-mae:6203.27490 validation_1-mae:6506.07227 [135] validation_0-mae:6198.12109 validation_1-mae:6503.01709 [136] validation_0-mae:6192.38184 validation_1-mae:6500.13086 [137] validation_0-mae:6186.58545 validation_1-mae:6496.64941 [138] validation_0-mae:6184.45459 validation_1-mae:6496.04541 [139] validation_0-mae:6180.71191 validation_1-mae:6493.43848 [140] validation_0-mae:6175.68506 validation_1-mae:6489.65234 [141] validation_0-mae:6169.76562 validation_1-mae:6486.94824 [142] validation_0-mae:6165.12695 validation_1-mae:6483.14893 [143] validation_0-mae:6160.46143 validation_1-mae:6480.63086 [144] validation_0-mae:6156.34912 validation_1-mae:6479.06543 [145] validation_0-mae:6152.66846 validation_1-mae:6478.43359 [146] validation_0-mae:6150.89844 validation_1-mae:6477.46191 [147] validation_0-mae:6145.59912 validation_1-mae:6475.85156 [148] validation_0-mae:6143.62744 validation_1-mae:6475.66309 [149] validation_0-mae:6141.17676 validation_1-mae:6475.02148 [150] validation_0-mae:6136.54297 validation_1-mae:6472.48438 [151] validation_0-mae:6131.21777 validation_1-mae:6469.77930 [152] validation_0-mae:6127.01318 validation_1-mae:6467.59228 [153] validation_0-mae:6121.22803 validation_1-mae:6463.55713 [154] validation_0-mae:6116.40576 validation_1-mae:6461.00439 [155] validation_0-mae:6114.54297 validation_1-mae:6459.67969 [156] validation_0-mae:6111.69092 validation_1-mae:6457.80957 [157] validation_0-mae:6104.90674 validation_1-mae:6451.87451 [158] validation_0-mae:6101.82031 validation_1-mae:6450.98193 [159] validation_0-mae:6100.02393 validation_1-mae:6449.31494 [160] validation_0-mae:6096.41699 validation_1-mae:6446.64062 [161] validation_0-mae:6091.83105 validation_1-mae:6444.40283 [162] validation_0-mae:6088.90430 validation_1-mae:6442.80029 [163] validation_0-mae:6085.64209 validation_1-mae:6440.59375 [164] validation_0-mae:6084.23047 validation_1-mae:6440.45752 [165] validation_0-mae:6080.68799 validation_1-mae:6440.02881 [166] validation_0-mae:6073.75488 validation_1-mae:6436.47900 [167] validation_0-mae:6070.77539 validation_1-mae:6435.76514 [168] validation_0-mae:6068.14160 validation_1-mae:6435.37061 [169] validation_0-mae:6065.86426 validation_1-mae:6434.02832 [170] validation_0-mae:6061.99853 validation_1-mae:6432.07959 [171] validation_0-mae:6057.29297 validation_1-mae:6429.72607 [172] validation_0-mae:6053.94385 validation_1-mae:6428.68213 [173] validation_0-mae:6051.08008 validation_1-mae:6427.50391 [174] validation_0-mae:6047.84131 validation_1-mae:6425.65186 [175] validation_0-mae:6044.92383 validation_1-mae:6423.63281 [176] validation_0-mae:6039.94287 validation_1-mae:6421.15918 [177] validation_0-mae:6036.48877 validation_1-mae:6419.77978 [178] validation_0-mae:6033.59473 validation_1-mae:6418.60107 [179] validation_0-mae:6030.12842 validation_1-mae:6417.54297 [180] validation_0-mae:6027.51123 validation_1-mae:6416.39111 [181] validation_0-mae:6025.22949 validation_1-mae:6416.25537 [182] validation_0-mae:6020.05420 validation_1-mae:6413.59473 [183] validation_0-mae:6016.22656 validation_1-mae:6410.86621 [184] validation_0-mae:6012.70361 validation_1-mae:6409.29639 [185] validation_0-mae:6009.30176 validation_1-mae:6407.87109 [186] validation_0-mae:6006.40918 validation_1-mae:6406.97559 [187] validation_0-mae:6003.15088 validation_1-mae:6405.96973 [188] validation_0-mae:5997.22412 validation_1-mae:6401.52002 [189] validation_0-mae:5994.35156 validation_1-mae:6400.31738 [190] validation_0-mae:5993.16309 validation_1-mae:6400.33496 [191] validation_0-mae:5988.52051 validation_1-mae:6397.57959 [192] validation_0-mae:5985.44385 validation_1-mae:6396.08447 [193] validation_0-mae:5983.87305 validation_1-mae:6394.99609 [194] validation_0-mae:5980.88037 validation_1-mae:6394.00537 [195] validation_0-mae:5977.48682 validation_1-mae:6391.90137 [196] validation_0-mae:5974.95703 validation_1-mae:6390.30469 [197] validation_0-mae:5973.63574 validation_1-mae:6389.60791 [198] validation_0-mae:5970.13428 validation_1-mae:6389.14014 [199] validation_0-mae:5966.64648 validation_1-mae:6388.95850 [200] validation_0-mae:5964.87353 validation_1-mae:6387.27978 [201] validation_0-mae:5961.99609 validation_1-mae:6387.51416 [202] validation_0-mae:5960.35059 validation_1-mae:6387.27197 [203] validation_0-mae:5957.67627 validation_1-mae:6386.70410 [204] validation_0-mae:5952.97168 validation_1-mae:6384.72754 [205] validation_0-mae:5950.36816 validation_1-mae:6384.19238 [206] validation_0-mae:5947.14355 validation_1-mae:6382.33057 [207] validation_0-mae:5943.51270 validation_1-mae:6380.19238 [208] validation_0-mae:5939.72656 validation_1-mae:6378.50488 [209] validation_0-mae:5935.73535 validation_1-mae:6377.42480 [210] validation_0-mae:5933.29199 validation_1-mae:6376.07715 [211] validation_0-mae:5932.32617 validation_1-mae:6375.41943 [212] validation_0-mae:5928.43897 validation_1-mae:6373.85938 [213] validation_0-mae:5925.79639 validation_1-mae:6373.20020 [214] validation_0-mae:5924.03760 validation_1-mae:6372.52783 [215] validation_0-mae:5920.96387 validation_1-mae:6370.72022 [216] validation_0-mae:5917.17773 validation_1-mae:6368.13330 [217] validation_0-mae:5913.09424 validation_1-mae:6365.37353 [218] validation_0-mae:5911.13525 validation_1-mae:6364.29688 [219] validation_0-mae:5908.38525 validation_1-mae:6362.92822 [220] validation_0-mae:5906.89404 validation_1-mae:6362.14111 [221] validation_0-mae:5903.31836 validation_1-mae:6360.90039 [222] validation_0-mae:5899.87158 validation_1-mae:6360.31055 [223] validation_0-mae:5897.01123 validation_1-mae:6360.17432 [224] validation_0-mae:5894.62647 validation_1-mae:6359.64111 [225] validation_0-mae:5892.13574 validation_1-mae:6359.44434 [226] validation_0-mae:5890.00488 validation_1-mae:6358.88574 [227] validation_0-mae:5886.68213 validation_1-mae:6357.45312 [228] validation_0-mae:5885.94580 validation_1-mae:6357.41748 [229] validation_0-mae:5884.36572 validation_1-mae:6357.41992 [230] validation_0-mae:5880.19775 validation_1-mae:6357.34961 [231] validation_0-mae:5876.86426 validation_1-mae:6354.84228 [232] validation_0-mae:5875.33350 validation_1-mae:6354.08398 [233] validation_0-mae:5873.52051 validation_1-mae:6353.43799 [234] validation_0-mae:5867.85498 validation_1-mae:6350.02246 [235] validation_0-mae:5865.45166 validation_1-mae:6348.89258 [236] validation_0-mae:5861.61865 validation_1-mae:6347.41895 [237] validation_0-mae:5859.64697 validation_1-mae:6347.65576 [238] validation_0-mae:5852.35889 validation_1-mae:6343.32373 [239] validation_0-mae:5850.00147 validation_1-mae:6342.29980 [240] validation_0-mae:5845.87549 validation_1-mae:6340.68066 [241] validation_0-mae:5842.41309 validation_1-mae:6340.32373 [242] validation_0-mae:5838.49316 validation_1-mae:6339.07031 [243] validation_0-mae:5834.91064 validation_1-mae:6337.83154 [244] validation_0-mae:5832.57959 validation_1-mae:6337.32861 [245] validation_0-mae:5829.37598 validation_1-mae:6336.07520 [246] validation_0-mae:5828.75488 validation_1-mae:6336.08301 [247] validation_0-mae:5823.55322 validation_1-mae:6331.12061 [248] validation_0-mae:5821.03418 validation_1-mae:6330.44873 [249] validation_0-mae:5817.36328 validation_1-mae:6328.84375 [250] validation_0-mae:5814.35791 validation_1-mae:6327.77588 [251] validation_0-mae:5810.18213 validation_1-mae:6324.41162 [252] validation_0-mae:5808.77539 validation_1-mae:6323.81982 [253] validation_0-mae:5805.55273 validation_1-mae:6322.78418 [254] validation_0-mae:5802.99805 validation_1-mae:6322.49658 [255] validation_0-mae:5799.75586 validation_1-mae:6321.60010 [256] validation_0-mae:5796.94531 validation_1-mae:6319.96826 [257] validation_0-mae:5794.22852 validation_1-mae:6320.04639 [258] validation_0-mae:5792.69971 validation_1-mae:6319.94092 [259] validation_0-mae:5789.56397 validation_1-mae:6317.75147 [260] validation_0-mae:5787.17090 validation_1-mae:6318.04541 [261] validation_0-mae:5783.81445 validation_1-mae:6317.15967 [262] validation_0-mae:5781.80518 validation_1-mae:6316.81836 [263] validation_0-mae:5779.46045 validation_1-mae:6315.72949 [264] validation_0-mae:5778.73242 validation_1-mae:6315.60303 [265] validation_0-mae:5774.12158 validation_1-mae:6311.54297 [266] validation_0-mae:5767.94775 validation_1-mae:6309.29736 [267] validation_0-mae:5761.48584 validation_1-mae:6306.56201 [268] validation_0-mae:5758.90576 validation_1-mae:6304.90430 [269] validation_0-mae:5752.86572 validation_1-mae:6302.06885 [270] validation_0-mae:5749.25879 validation_1-mae:6299.65088 [271] validation_0-mae:5747.39258 validation_1-mae:6299.16357 [272] validation_0-mae:5746.16650 validation_1-mae:6299.27881 [273] validation_0-mae:5743.83301 validation_1-mae:6298.11523 [274] validation_0-mae:5742.53320 validation_1-mae:6298.48291 [275] validation_0-mae:5736.65381 validation_1-mae:6294.40527 [276] validation_0-mae:5733.99512 validation_1-mae:6293.55469 [277] validation_0-mae:5731.23291 validation_1-mae:6293.16455 [278] validation_0-mae:5729.65088 validation_1-mae:6291.70264 [279] validation_0-mae:5727.34570 validation_1-mae:6291.23730 [280] validation_0-mae:5726.70117 validation_1-mae:6290.67139 [281] validation_0-mae:5724.68066 validation_1-mae:6289.63672 [282] validation_0-mae:5722.72070 validation_1-mae:6289.05811 [283] validation_0-mae:5720.15576 validation_1-mae:6286.30908 [284] validation_0-mae:5716.33301 validation_1-mae:6283.00830 [285] validation_0-mae:5711.16943 validation_1-mae:6279.60596 [286] validation_0-mae:5708.41016 validation_1-mae:6278.06201 [287] validation_0-mae:5702.88379 validation_1-mae:6275.38770 [288] validation_0-mae:5701.03076 validation_1-mae:6275.28272 [289] validation_0-mae:5697.04785 validation_1-mae:6273.56055 [290] validation_0-mae:5694.19971 validation_1-mae:6271.36377 [291] validation_0-mae:5690.37207 validation_1-mae:6268.66260 [292] validation_0-mae:5688.55029 validation_1-mae:6268.26221 [293] validation_0-mae:5686.53662 validation_1-mae:6267.87402 [294] validation_0-mae:5685.89160 validation_1-mae:6267.39648 [295] validation_0-mae:5684.77051 validation_1-mae:6266.73047 [296] validation_0-mae:5682.26953 validation_1-mae:6265.34717 [297] validation_0-mae:5679.88721 validation_1-mae:6264.59522 [298] validation_0-mae:5677.99316 validation_1-mae:6264.28223 [299] validation_0-mae:5672.74219 validation_1-mae:6262.33057 [300] validation_0-mae:5667.50000 validation_1-mae:6260.02978 [301] validation_0-mae:5666.15332 validation_1-mae:6259.68994 [302] validation_0-mae:5664.76562 validation_1-mae:6259.38379 [303] validation_0-mae:5661.56250 validation_1-mae:6258.94873 [304] validation_0-mae:5661.00684 validation_1-mae:6258.99121 [305] validation_0-mae:5660.25000 validation_1-mae:6259.44824 [306] validation_0-mae:5656.91797 validation_1-mae:6258.20850 [307] validation_0-mae:5653.33984 validation_1-mae:6257.00830 [308] validation_0-mae:5651.70312 validation_1-mae:6257.10059 [309] validation_0-mae:5649.88379 validation_1-mae:6256.43945 [310] validation_0-mae:5644.46045 validation_1-mae:6252.77393 [311] validation_0-mae:5642.54297 validation_1-mae:6251.83301 [312] validation_0-mae:5638.64600 validation_1-mae:6249.97168 [313] validation_0-mae:5636.39648 validation_1-mae:6250.36621 [314] validation_0-mae:5633.46924 validation_1-mae:6249.57959 [315] validation_0-mae:5631.54883 validation_1-mae:6248.90283 [316] validation_0-mae:5630.19922 validation_1-mae:6247.94727 [317] validation_0-mae:5626.98145 validation_1-mae:6247.17969 [318] validation_0-mae:5622.29541 validation_1-mae:6244.85938 [319] validation_0-mae:5620.19727 validation_1-mae:6244.45703 [320] validation_0-mae:5618.03711 validation_1-mae:6244.48975 [321] validation_0-mae:5615.63281 validation_1-mae:6244.50391 [322] validation_0-mae:5612.06934 validation_1-mae:6242.19482 [323] validation_0-mae:5611.18115 validation_1-mae:6242.09277 [324] validation_0-mae:5608.56055 validation_1-mae:6241.95508 [325] validation_0-mae:5605.81934 validation_1-mae:6242.94580 [326] validation_0-mae:5603.93457 validation_1-mae:6241.83105 [327] validation_0-mae:5601.95117 validation_1-mae:6241.27978 [328] validation_0-mae:5599.34326 validation_1-mae:6238.82520 [329] validation_0-mae:5597.61865 validation_1-mae:6238.26416 [330] validation_0-mae:5596.67969 validation_1-mae:6238.54932 [331] validation_0-mae:5594.22510 validation_1-mae:6237.31201 [332] validation_0-mae:5593.64941 validation_1-mae:6237.14502 [333] validation_0-mae:5591.85645 validation_1-mae:6237.20605 [334] validation_0-mae:5589.13721 validation_1-mae:6236.90820 [335] validation_0-mae:5586.39404 validation_1-mae:6236.32568 [336] validation_0-mae:5585.00928 validation_1-mae:6236.20117 [337] validation_0-mae:5583.59814 validation_1-mae:6235.56152 [338] validation_0-mae:5579.49365 validation_1-mae:6234.22949 [339] validation_0-mae:5578.45850 validation_1-mae:6234.05957 [340] validation_0-mae:5576.81006 validation_1-mae:6233.30029 [341] validation_0-mae:5572.80078 validation_1-mae:6230.01465 [342] validation_0-mae:5568.93945 validation_1-mae:6228.17773 [343] validation_0-mae:5567.10010 validation_1-mae:6226.87158 [344] validation_0-mae:5565.69189 validation_1-mae:6226.86963 [345] validation_0-mae:5563.96728 validation_1-mae:6226.60205 [346] validation_0-mae:5562.10791 validation_1-mae:6226.92773 [347] validation_0-mae:5560.45068 validation_1-mae:6227.48047 [348] validation_0-mae:5556.35889 validation_1-mae:6225.04248 [349] validation_0-mae:5552.55664 validation_1-mae:6221.98193 [350] validation_0-mae:5551.48535 validation_1-mae:6221.40674 [351] validation_0-mae:5551.18066 validation_1-mae:6221.36523 [352] validation_0-mae:5548.34912 validation_1-mae:6221.05078 [353] validation_0-mae:5545.92969 validation_1-mae:6220.80127 [354] validation_0-mae:5544.84228 validation_1-mae:6220.32178 [355] validation_0-mae:5538.79492 validation_1-mae:6218.02978 [356] validation_0-mae:5535.82471 validation_1-mae:6216.65625 [357] validation_0-mae:5533.11230 validation_1-mae:6214.38525 [358] validation_0-mae:5531.62256 validation_1-mae:6214.44873 [359] validation_0-mae:5529.52295 validation_1-mae:6213.82617 [360] validation_0-mae:5528.86084 validation_1-mae:6214.34375 [361] validation_0-mae:5525.46045 validation_1-mae:6212.47363 [362] validation_0-mae:5520.96143 validation_1-mae:6208.87061 [363] validation_0-mae:5519.27686 validation_1-mae:6208.66309 [364] validation_0-mae:5515.74268 validation_1-mae:6206.91797 [365] validation_0-mae:5515.25000 validation_1-mae:6206.85889 [366] validation_0-mae:5513.97070 validation_1-mae:6206.34863 [367] validation_0-mae:5512.48926 validation_1-mae:6206.62744 [368] validation_0-mae:5509.35645 validation_1-mae:6204.80615 [369] validation_0-mae:5508.91748 validation_1-mae:6204.66650 [370] validation_0-mae:5507.49951 validation_1-mae:6203.73193 [371] validation_0-mae:5505.79346 validation_1-mae:6203.18750 [372] validation_0-mae:5505.30713 validation_1-mae:6203.35254 [373] validation_0-mae:5504.12744 validation_1-mae:6202.76025 [374] validation_0-mae:5502.64648 validation_1-mae:6203.30273 [375] validation_0-mae:5500.01807 validation_1-mae:6202.16113 [376] validation_0-mae:5498.62939 validation_1-mae:6201.50049 [377] validation_0-mae:5496.86084 validation_1-mae:6201.20312 [378] validation_0-mae:5494.40820 validation_1-mae:6199.90967 [379] validation_0-mae:5493.27881 validation_1-mae:6199.35205 [380] validation_0-mae:5491.49756 validation_1-mae:6199.06250 [381] validation_0-mae:5489.20850 validation_1-mae:6197.92139 [382] validation_0-mae:5487.15088 validation_1-mae:6197.86914 [383] validation_0-mae:5484.91943 validation_1-mae:6197.62451 [384] validation_0-mae:5484.35645 validation_1-mae:6197.45068 [385] validation_0-mae:5482.56885 validation_1-mae:6196.11426 [386] validation_0-mae:5481.71143 validation_1-mae:6195.72559 [387] validation_0-mae:5480.06055 validation_1-mae:6194.61084 [388] validation_0-mae:5477.66162 validation_1-mae:6194.13867 [389] validation_0-mae:5476.35889 validation_1-mae:6193.80664 [390] validation_0-mae:5472.06689 validation_1-mae:6190.54346 [391] validation_0-mae:5471.30957 validation_1-mae:6190.47852 [392] validation_0-mae:5469.15283 validation_1-mae:6190.27246 [393] validation_0-mae:5467.15186 validation_1-mae:6190.46289 [394] validation_0-mae:5466.10596 validation_1-mae:6189.97314 [395] validation_0-mae:5464.08984 validation_1-mae:6189.75098 [396] validation_0-mae:5461.79541 validation_1-mae:6188.66602 [397] validation_0-mae:5460.04248 validation_1-mae:6187.95996 [398] validation_0-mae:5456.65332 validation_1-mae:6185.88135 [399] validation_0-mae:5454.23877 validation_1-mae:6184.66699 [400] validation_0-mae:5449.65772 validation_1-mae:6182.56201 [401] validation_0-mae:5449.12988 validation_1-mae:6182.52490 [402] validation_0-mae:5446.91211 validation_1-mae:6180.14648 [403] validation_0-mae:5440.59961 validation_1-mae:6179.34033 [404] validation_0-mae:5437.16504 validation_1-mae:6178.14502 [405] validation_0-mae:5435.50195 validation_1-mae:6178.43652 [406] validation_0-mae:5433.58936 validation_1-mae:6177.43164 [407] validation_0-mae:5430.55518 validation_1-mae:6175.56348 [408] validation_0-mae:5429.28125 validation_1-mae:6175.45361 [409] validation_0-mae:5426.37109 validation_1-mae:6174.54639 [410] validation_0-mae:5425.29980 validation_1-mae:6173.92871 [411] validation_0-mae:5422.51807 validation_1-mae:6173.10400 [412] validation_0-mae:5420.37158 validation_1-mae:6173.52490 [413] validation_0-mae:5417.27295 validation_1-mae:6172.27393 [414] validation_0-mae:5412.82910 validation_1-mae:6171.01904 [415] validation_0-mae:5410.83594 validation_1-mae:6171.30127 [416] validation_0-mae:5409.44238 validation_1-mae:6170.89307 [417] validation_0-mae:5407.71387 validation_1-mae:6171.52881 [418] validation_0-mae:5405.65918 validation_1-mae:6170.99853 [419] validation_0-mae:5404.37549 validation_1-mae:6170.43652 [420] validation_0-mae:5403.14160 validation_1-mae:6169.76123 [421] validation_0-mae:5400.87500 validation_1-mae:6168.40967 [422] validation_0-mae:5400.16553 validation_1-mae:6167.70996 [423] validation_0-mae:5399.30469 validation_1-mae:6167.53174 [424] validation_0-mae:5398.31103 validation_1-mae:6166.95752 [425] validation_0-mae:5397.22266 validation_1-mae:6167.23535 [426] validation_0-mae:5396.52734 validation_1-mae:6166.85205 [427] validation_0-mae:5394.34228 validation_1-mae:6165.81152 [428] validation_0-mae:5393.15430 validation_1-mae:6165.42236 [429] validation_0-mae:5392.08447 validation_1-mae:6165.09033 [430] validation_0-mae:5387.26025 validation_1-mae:6163.91406 [431] validation_0-mae:5384.61719 validation_1-mae:6162.18897 [432] validation_0-mae:5382.29639 validation_1-mae:6161.47022 [433] validation_0-mae:5380.08008 validation_1-mae:6160.92627 [434] validation_0-mae:5378.01807 validation_1-mae:6159.86084 [435] validation_0-mae:5376.52930 validation_1-mae:6159.74707 [436] validation_0-mae:5374.60400 validation_1-mae:6159.22705 [437] validation_0-mae:5373.23682 validation_1-mae:6158.54346 [438] validation_0-mae:5371.74561 validation_1-mae:6158.39697 [439] validation_0-mae:5369.45752 validation_1-mae:6157.91846 [440] validation_0-mae:5369.00195 validation_1-mae:6157.78809 [441] validation_0-mae:5367.63477 validation_1-mae:6158.61768 [442] validation_0-mae:5365.71582 validation_1-mae:6157.50000 [443] validation_0-mae:5364.92432 validation_1-mae:6157.64941 [444] validation_0-mae:5364.54834 validation_1-mae:6157.36523 [445] validation_0-mae:5362.73828 validation_1-mae:6156.31445 [446] validation_0-mae:5361.14453 validation_1-mae:6157.54004 [447] validation_0-mae:5359.72754 validation_1-mae:6157.40283 [448] validation_0-mae:5356.13965 validation_1-mae:6155.52588 [449] validation_0-mae:5354.24707 validation_1-mae:6155.63574 [450] validation_0-mae:5353.03955 validation_1-mae:6155.92334 [451] validation_0-mae:5350.00244 validation_1-mae:6155.55908 [452] validation_0-mae:5346.63037 validation_1-mae:6155.25684 [453] validation_0-mae:5343.67188 validation_1-mae:6154.04688 [454] validation_0-mae:5342.54736 validation_1-mae:6153.78516 [455] validation_0-mae:5341.18603 validation_1-mae:6154.12549 [456] validation_0-mae:5338.36377 validation_1-mae:6153.40820 [457] validation_0-mae:5336.61133 validation_1-mae:6152.03467 [458] validation_0-mae:5333.88477 validation_1-mae:6150.88232 [459] validation_0-mae:5332.95166 validation_1-mae:6150.88428 [460] validation_0-mae:5330.05225 validation_1-mae:6150.14746 [461] validation_0-mae:5328.84473 validation_1-mae:6150.37305 [462] validation_0-mae:5327.49561 validation_1-mae:6149.73633 [463] validation_0-mae:5324.69678 validation_1-mae:6148.57422 [464] validation_0-mae:5322.16553 validation_1-mae:6146.43359 [465] validation_0-mae:5320.14941 validation_1-mae:6146.06006 [466] validation_0-mae:5319.68799 validation_1-mae:6145.70166 [467] validation_0-mae:5317.90186 validation_1-mae:6145.39600 [468] validation_0-mae:5317.33447 validation_1-mae:6145.10059 [469] validation_0-mae:5315.71533 validation_1-mae:6145.31787 [470] validation_0-mae:5313.93213 validation_1-mae:6144.26660 [471] validation_0-mae:5313.40332 validation_1-mae:6144.70508 [472] validation_0-mae:5311.82471 validation_1-mae:6144.07568 [473] validation_0-mae:5310.42236 validation_1-mae:6144.53955 [474] validation_0-mae:5308.02197 validation_1-mae:6143.62598 [475] validation_0-mae:5305.54004 validation_1-mae:6142.01465 [476] validation_0-mae:5303.89062 validation_1-mae:6141.26611 [477] validation_0-mae:5302.26172 validation_1-mae:6141.03272 [478] validation_0-mae:5299.77881 validation_1-mae:6139.75000 [479] validation_0-mae:5297.28906 validation_1-mae:6140.10156 [480] validation_0-mae:5294.54980 validation_1-mae:6140.56299 [481] validation_0-mae:5293.76807 validation_1-mae:6140.15478 [482] validation_0-mae:5293.21045 validation_1-mae:6140.16016 [483] validation_0-mae:5289.94580 validation_1-mae:6139.20947 [484] validation_0-mae:5288.22705 validation_1-mae:6139.12061 [485] validation_0-mae:5285.71680 validation_1-mae:6137.79248 [486] validation_0-mae:5284.17090 validation_1-mae:6137.26855 [487] validation_0-mae:5282.30908 validation_1-mae:6136.25635 [488] validation_0-mae:5281.37939 validation_1-mae:6135.89648 [489] validation_0-mae:5279.74365 validation_1-mae:6135.39648 [490] validation_0-mae:5279.27490 validation_1-mae:6135.44336 [491] validation_0-mae:5278.62109 validation_1-mae:6135.20020 [492] validation_0-mae:5276.40478 validation_1-mae:6134.35596 [493] validation_0-mae:5275.08350 validation_1-mae:6134.33594 [494] validation_0-mae:5273.62256 validation_1-mae:6134.60742 [495] validation_0-mae:5270.74463 validation_1-mae:6134.58838 [496] validation_0-mae:5270.33643 validation_1-mae:6134.58789 [497] validation_0-mae:5268.65430 validation_1-mae:6134.50439 [498] validation_0-mae:5267.87744 validation_1-mae:6134.04102 [499] validation_0-mae:5266.68897 validation_1-mae:6134.30225 [500] validation_0-mae:5264.86719 validation_1-mae:6134.37012 [501] validation_0-mae:5263.88232 validation_1-mae:6134.27783 [502] validation_0-mae:5262.07324 validation_1-mae:6134.02930 [503] validation_0-mae:5260.65918 validation_1-mae:6134.21045 [504] validation_0-mae:5259.29150 validation_1-mae:6133.82471 [505] validation_0-mae:5257.57031 validation_1-mae:6133.07959 [506] validation_0-mae:5257.16113 validation_1-mae:6133.16748 [507] validation_0-mae:5255.27197 validation_1-mae:6132.91211 [508] validation_0-mae:5253.56494 validation_1-mae:6132.53516 [509] validation_0-mae:5250.26367 validation_1-mae:6130.68408 [510] validation_0-mae:5249.03760 validation_1-mae:6129.76172 [511] validation_0-mae:5246.48535 validation_1-mae:6128.25293 [512] validation_0-mae:5244.96924 validation_1-mae:6129.04248 [513] validation_0-mae:5242.91064 validation_1-mae:6129.39062 [514] validation_0-mae:5241.58496 validation_1-mae:6128.94385 [515] validation_0-mae:5238.08447 validation_1-mae:6127.56152 [516] validation_0-mae:5235.57275 validation_1-mae:6127.36719 [517] validation_0-mae:5233.53564 validation_1-mae:6127.92725 [518] validation_0-mae:5230.98486 validation_1-mae:6126.90772 [519] validation_0-mae:5229.44580 validation_1-mae:6126.65625 [520] validation_0-mae:5226.86084 validation_1-mae:6125.62061 [521] validation_0-mae:5225.35400 validation_1-mae:6125.28369 [522] validation_0-mae:5223.70898 validation_1-mae:6125.79102 [523] validation_0-mae:5221.69434 validation_1-mae:6125.89697 [524] validation_0-mae:5220.73242 validation_1-mae:6125.92969 [525] validation_0-mae:5217.01367 validation_1-mae:6123.73242 [526] validation_0-mae:5215.99170 validation_1-mae:6123.24219 [527] validation_0-mae:5214.56201 validation_1-mae:6123.33350 [528] validation_0-mae:5212.34717 validation_1-mae:6122.81982 [529] validation_0-mae:5211.32764 validation_1-mae:6122.39404 [530] validation_0-mae:5210.69385 validation_1-mae:6122.24707 [531] validation_0-mae:5208.92773 validation_1-mae:6121.99414 [532] validation_0-mae:5207.55518 validation_1-mae:6122.05225 [533] validation_0-mae:5207.33740 validation_1-mae:6122.28564 [534] validation_0-mae:5204.14551 validation_1-mae:6121.41602 [535] validation_0-mae:5202.98975 validation_1-mae:6120.81152 [536] validation_0-mae:5201.85742 validation_1-mae:6120.67529 [537] validation_0-mae:5201.22949 validation_1-mae:6120.52441 [538] validation_0-mae:5199.37109 validation_1-mae:6120.40137 [539] validation_0-mae:5197.06689 validation_1-mae:6119.35938 [540] validation_0-mae:5196.46338 validation_1-mae:6119.31934 [541] validation_0-mae:5194.09424 validation_1-mae:6118.17285 [542] validation_0-mae:5193.03272 validation_1-mae:6118.53272 [543] validation_0-mae:5192.31299 validation_1-mae:6118.09375 [544] validation_0-mae:5191.50049 validation_1-mae:6118.02832 [545] validation_0-mae:5190.57178 validation_1-mae:6117.83691 [546] validation_0-mae:5189.83984 validation_1-mae:6118.15967 [547] validation_0-mae:5188.65967 validation_1-mae:6117.45654 [548] validation_0-mae:5188.21582 validation_1-mae:6117.18018 [549] validation_0-mae:5187.14990 validation_1-mae:6117.14941 [550] validation_0-mae:5185.47705 validation_1-mae:6116.37256 [551] validation_0-mae:5183.00293 validation_1-mae:6114.80908 [552] validation_0-mae:5180.81397 validation_1-mae:6114.33105 [553] validation_0-mae:5179.70850 validation_1-mae:6113.39600 [554] validation_0-mae:5177.74609 validation_1-mae:6113.74072 [555] validation_0-mae:5177.07959 validation_1-mae:6113.75537 [556] validation_0-mae:5175.23438 validation_1-mae:6112.44238 [557] validation_0-mae:5173.23535 validation_1-mae:6111.38037 [558] validation_0-mae:5172.16602 validation_1-mae:6111.55273 [559] validation_0-mae:5171.78320 validation_1-mae:6111.82910 [560] validation_0-mae:5170.20215 validation_1-mae:6111.36914 [561] validation_0-mae:5168.87012 validation_1-mae:6111.28223 [562] validation_0-mae:5167.36719 validation_1-mae:6110.64551 [563] validation_0-mae:5166.33838 validation_1-mae:6110.63672 [564] validation_0-mae:5165.72754 validation_1-mae:6111.06641 [565] validation_0-mae:5161.51221 validation_1-mae:6109.86377 [566] validation_0-mae:5159.72314 validation_1-mae:6109.89062 [567] validation_0-mae:5158.58301 validation_1-mae:6109.28369 [568] validation_0-mae:5156.40039 validation_1-mae:6108.60742 [569] validation_0-mae:5155.53125 validation_1-mae:6108.47412 [570] validation_0-mae:5153.93408 validation_1-mae:6108.57080 [571] validation_0-mae:5151.30713 validation_1-mae:6108.64893 [572] validation_0-mae:5150.06689 validation_1-mae:6107.93262 [573] validation_0-mae:5149.18164 validation_1-mae:6108.12988 [574] validation_0-mae:5147.61084 validation_1-mae:6107.22607 [575] validation_0-mae:5144.88379 validation_1-mae:6108.06494 [576] validation_0-mae:5142.88184 validation_1-mae:6106.79736 [577] validation_0-mae:5141.51123 validation_1-mae:6106.52734 [578] validation_0-mae:5140.31055 validation_1-mae:6106.35059 [579] validation_0-mae:5139.28272 validation_1-mae:6105.81348 [580] validation_0-mae:5137.82617 validation_1-mae:6105.88379 [581] validation_0-mae:5136.73438 validation_1-mae:6105.43701 [582] validation_0-mae:5134.50342 validation_1-mae:6104.69922 [583] validation_0-mae:5132.97705 validation_1-mae:6104.70605 [584] validation_0-mae:5132.40820 validation_1-mae:6105.09766 [585] validation_0-mae:5131.04834 validation_1-mae:6104.43359 [586] validation_0-mae:5129.00195 validation_1-mae:6104.33398 [587] validation_0-mae:5126.67188 validation_1-mae:6103.57178 [588] validation_0-mae:5124.73242 validation_1-mae:6102.67773 [589] validation_0-mae:5122.61523 validation_1-mae:6101.72022 [590] validation_0-mae:5120.53955 validation_1-mae:6101.95898 [591] validation_0-mae:5118.92578 validation_1-mae:6102.43652 [592] validation_0-mae:5116.65869 validation_1-mae:6101.90820 [593] validation_0-mae:5112.97217 validation_1-mae:6101.78809 [594] validation_0-mae:5111.56689 validation_1-mae:6101.83691 [595] validation_0-mae:5110.32178 validation_1-mae:6102.14453 [596] validation_0-mae:5107.32422 validation_1-mae:6100.54883 [597] validation_0-mae:5104.39648 validation_1-mae:6098.90820 [598] validation_0-mae:5100.26562 validation_1-mae:6098.24707 [599] validation_0-mae:5098.84619 validation_1-mae:6097.13135 [600] validation_0-mae:5096.97412 validation_1-mae:6095.94531 [601] validation_0-mae:5096.04102 validation_1-mae:6095.78027 [602] validation_0-mae:5095.56494 validation_1-mae:6095.78711 [603] validation_0-mae:5095.02344 validation_1-mae:6095.32715 [604] validation_0-mae:5094.36475 validation_1-mae:6095.66699 [605] validation_0-mae:5093.54980 validation_1-mae:6096.07520 [606] validation_0-mae:5091.91992 validation_1-mae:6095.14795 [607] validation_0-mae:5090.71289 validation_1-mae:6095.23193 [608] validation_0-mae:5089.71094 validation_1-mae:6095.67090 [609] validation_0-mae:5088.85303 validation_1-mae:6095.80469 [610] validation_0-mae:5087.62207 validation_1-mae:6095.24561 [611] validation_0-mae:5086.47607 validation_1-mae:6094.67334 [612] validation_0-mae:5084.05957 validation_1-mae:6093.86377 [613] validation_0-mae:5082.66309 validation_1-mae:6094.07031 [614] validation_0-mae:5082.20996 validation_1-mae:6093.97656 [615] validation_0-mae:5081.75635 validation_1-mae:6093.94092 [616] validation_0-mae:5079.88672 validation_1-mae:6093.41162 [617] validation_0-mae:5079.22949 validation_1-mae:6093.51172 [618] validation_0-mae:5078.61572 validation_1-mae:6093.44336 [619] validation_0-mae:5078.16699 validation_1-mae:6093.30176 [620] validation_0-mae:5076.50781 validation_1-mae:6092.67285 [621] validation_0-mae:5075.02832 validation_1-mae:6092.33887 [622] validation_0-mae:5073.66113 validation_1-mae:6092.17969 [623] validation_0-mae:5072.66504 validation_1-mae:6091.61914 [624] validation_0-mae:5071.64209 validation_1-mae:6092.03272 [625] validation_0-mae:5070.44482 validation_1-mae:6092.01855 [626] validation_0-mae:5069.45020 validation_1-mae:6092.00195 [627] validation_0-mae:5067.67188 validation_1-mae:6092.58691 [628] validation_0-mae:5066.02490 validation_1-mae:6092.34228 [629] validation_0-mae:5064.81152 validation_1-mae:6092.72754 [630] validation_0-mae:5063.81348 validation_1-mae:6092.57959 [631] validation_0-mae:5063.00928 validation_1-mae:6092.68799 [632] validation_0-mae:5062.91748 validation_1-mae:6092.67285 [633] validation_0-mae:5061.52002 validation_1-mae:6091.83984 [634] validation_0-mae:5058.86963 validation_1-mae:6091.47949 [635] validation_0-mae:5058.74951 validation_1-mae:6091.44727 [636] validation_0-mae:5058.02783 validation_1-mae:6091.44189 [637] validation_0-mae:5057.69238 validation_1-mae:6091.45947 [638] validation_0-mae:5056.74561 validation_1-mae:6090.99561 [639] validation_0-mae:5055.71582 validation_1-mae:6090.95068 [640] validation_0-mae:5053.29346 validation_1-mae:6089.58643 [641] validation_0-mae:5051.53613 validation_1-mae:6089.09473 [642] validation_0-mae:5050.73389 validation_1-mae:6089.05664 [643] validation_0-mae:5049.78955 validation_1-mae:6089.28369 [644] validation_0-mae:5047.74268 validation_1-mae:6089.11328 [645] validation_0-mae:5046.46875 validation_1-mae:6088.53418 [646] validation_0-mae:5046.12256 validation_1-mae:6088.79590 [647] validation_0-mae:5043.24561 validation_1-mae:6087.96191 [648] validation_0-mae:5039.23730 validation_1-mae:6087.30518 [649] validation_0-mae:5037.57373 validation_1-mae:6087.13232 [650] validation_0-mae:5035.53369 validation_1-mae:6086.13574 [651] validation_0-mae:5032.96631 validation_1-mae:6086.04443 [652] validation_0-mae:5031.47022 validation_1-mae:6085.51416 [653] validation_0-mae:5029.02002 validation_1-mae:6086.09522 [654] validation_0-mae:5026.79150 validation_1-mae:6085.58203 [655] validation_0-mae:5024.47607 validation_1-mae:6085.40137 [656] validation_0-mae:5023.65918 validation_1-mae:6084.85986 [657] validation_0-mae:5022.50342 validation_1-mae:6085.12939 [658] validation_0-mae:5020.05811 validation_1-mae:6084.33447 [659] validation_0-mae:5019.08398 validation_1-mae:6084.61475 [660] validation_0-mae:5016.59277 validation_1-mae:6083.84228 [661] validation_0-mae:5015.81641 validation_1-mae:6083.76025 [662] validation_0-mae:5013.92871 validation_1-mae:6083.12256 [663] validation_0-mae:5013.47998 validation_1-mae:6083.16504 [664] validation_0-mae:5012.01367 validation_1-mae:6083.68262 [665] validation_0-mae:5009.63477 validation_1-mae:6082.51562 [666] validation_0-mae:5007.94092 validation_1-mae:6082.27148 [667] validation_0-mae:5005.95850 validation_1-mae:6082.04688 [668] validation_0-mae:5004.40234 validation_1-mae:6081.34277 [669] validation_0-mae:5002.35107 validation_1-mae:6081.40137 [670] validation_0-mae:5001.90625 validation_1-mae:6081.63232 [671] validation_0-mae:5000.20752 validation_1-mae:6080.44873 [672] validation_0-mae:4999.16406 validation_1-mae:6079.70068 [673] validation_0-mae:4998.46289 validation_1-mae:6079.52344 [674] validation_0-mae:4998.07764 validation_1-mae:6079.23633 [675] validation_0-mae:4997.55273 validation_1-mae:6079.03711 [676] validation_0-mae:4995.49805 validation_1-mae:6077.90772 [677] validation_0-mae:4995.03906 validation_1-mae:6077.99512 [678] validation_0-mae:4993.45068 validation_1-mae:6077.16748 [679] validation_0-mae:4991.89160 validation_1-mae:6076.54883 [680] validation_0-mae:4989.40332 validation_1-mae:6074.68457 [681] validation_0-mae:4987.67383 validation_1-mae:6073.97852 [682] validation_0-mae:4986.75098 validation_1-mae:6073.54150 [683] validation_0-mae:4986.33496 validation_1-mae:6073.62695 [684] validation_0-mae:4985.61035 validation_1-mae:6073.74463 [685] validation_0-mae:4984.62598 validation_1-mae:6073.66553 [686] validation_0-mae:4983.27686 validation_1-mae:6073.06836 [687] validation_0-mae:4982.00098 validation_1-mae:6073.11523 [688] validation_0-mae:4980.66309 validation_1-mae:6073.49219 [689] validation_0-mae:4979.29297 validation_1-mae:6073.43164 [690] validation_0-mae:4977.98828 validation_1-mae:6072.72266 [691] validation_0-mae:4976.39404 validation_1-mae:6071.52002 [692] validation_0-mae:4974.86230 validation_1-mae:6071.38037 [693] validation_0-mae:4974.28662 validation_1-mae:6070.86914 [694] validation_0-mae:4974.14795 validation_1-mae:6070.86377 [695] validation_0-mae:4972.61328 validation_1-mae:6070.96143 [696] validation_0-mae:4969.42285 validation_1-mae:6070.40625 [697] validation_0-mae:4967.10986 validation_1-mae:6068.74853 [698] validation_0-mae:4965.23047 validation_1-mae:6067.91748 [699] validation_0-mae:4963.23291 validation_1-mae:6067.78711 [700] validation_0-mae:4962.18897 validation_1-mae:6067.93994 [701] validation_0-mae:4960.79785 validation_1-mae:6068.14258 [702] validation_0-mae:4959.30273 validation_1-mae:6068.39844 [703] validation_0-mae:4957.51074 validation_1-mae:6067.90918 [704] validation_0-mae:4954.75732 validation_1-mae:6066.64648 [705] validation_0-mae:4953.14551 validation_1-mae:6066.33350 [706] validation_0-mae:4950.11279 validation_1-mae:6066.17578 [707] validation_0-mae:4948.12061 validation_1-mae:6065.43652 [708] validation_0-mae:4947.06445 validation_1-mae:6065.00977 [709] validation_0-mae:4944.91992 validation_1-mae:6065.13965 [710] validation_0-mae:4944.03857 validation_1-mae:6065.63721 [711] validation_0-mae:4942.46484 validation_1-mae:6065.65772 [712] validation_0-mae:4940.60107 validation_1-mae:6065.62549 [713] validation_0-mae:4938.62061 validation_1-mae:6065.68506 [714] validation_0-mae:4936.26514 validation_1-mae:6064.41504 [715] validation_0-mae:4935.35156 validation_1-mae:6064.68262 [716] validation_0-mae:4934.53516 validation_1-mae:6064.42139 [717] validation_0-mae:4932.24023 validation_1-mae:6063.34424 [718] validation_0-mae:4930.43848 validation_1-mae:6062.45166 [719] validation_0-mae:4928.33594 validation_1-mae:6062.14160 [720] validation_0-mae:4928.05908 validation_1-mae:6062.25830 [721] validation_0-mae:4927.29150 validation_1-mae:6062.08740 [722] validation_0-mae:4926.19482 validation_1-mae:6062.18018 [723] validation_0-mae:4924.19385 validation_1-mae:6061.60889 [724] validation_0-mae:4922.76611 validation_1-mae:6061.06592 [725] validation_0-mae:4920.56641 validation_1-mae:6060.19775 [726] validation_0-mae:4920.23486 validation_1-mae:6060.20264 [727] validation_0-mae:4918.33105 validation_1-mae:6060.11279 [728] validation_0-mae:4917.58740 validation_1-mae:6060.00977 [729] validation_0-mae:4914.81006 validation_1-mae:6059.31836 [730] validation_0-mae:4912.12891 validation_1-mae:6059.77734 [731] validation_0-mae:4911.47168 validation_1-mae:6059.80713 [732] validation_0-mae:4910.12744 validation_1-mae:6059.72412 [733] validation_0-mae:4908.70752 validation_1-mae:6059.72607 [734] validation_0-mae:4907.21631 validation_1-mae:6058.42627 [735] validation_0-mae:4906.36816 validation_1-mae:6057.77734 [736] validation_0-mae:4905.61963 validation_1-mae:6057.57568 [737] validation_0-mae:4904.08154 validation_1-mae:6056.51807 [738] validation_0-mae:4903.23242 validation_1-mae:6056.07129 [739] validation_0-mae:4902.99707 validation_1-mae:6055.89111 [740] validation_0-mae:4902.18603 validation_1-mae:6055.65234 [741] validation_0-mae:4898.69189 validation_1-mae:6053.97412 [742] validation_0-mae:4895.70996 validation_1-mae:6053.80518 [743] validation_0-mae:4894.94482 validation_1-mae:6053.81787 [744] validation_0-mae:4894.01221 validation_1-mae:6054.06689 [745] validation_0-mae:4892.53272 validation_1-mae:6053.66211 [746] validation_0-mae:4889.77344 validation_1-mae:6053.28467 [747] validation_0-mae:4888.55029 validation_1-mae:6053.18750 [748] validation_0-mae:4885.93652 validation_1-mae:6052.26074 [749] validation_0-mae:4884.88525 validation_1-mae:6051.88330 [750] validation_0-mae:4883.68164 validation_1-mae:6051.53223 [751] validation_0-mae:4883.54492 validation_1-mae:6051.55518 [752] validation_0-mae:4883.11230 validation_1-mae:6051.83105 [753] validation_0-mae:4881.44971 validation_1-mae:6051.55078 [754] validation_0-mae:4880.04150 validation_1-mae:6051.17676 [755] validation_0-mae:4879.37109 validation_1-mae:6051.09570 [756] validation_0-mae:4878.13135 validation_1-mae:6051.19873 [757] validation_0-mae:4877.85889 validation_1-mae:6051.35156 [758] validation_0-mae:4874.64502 validation_1-mae:6050.30908 [759] validation_0-mae:4873.48828 validation_1-mae:6050.07568 [760] validation_0-mae:4870.87549 validation_1-mae:6048.64062 [761] validation_0-mae:4869.50586 validation_1-mae:6047.73389 [762] validation_0-mae:4867.88965 validation_1-mae:6046.98584 [763] validation_0-mae:4865.91992 validation_1-mae:6047.67822 [764] validation_0-mae:4864.09228 validation_1-mae:6046.66211 [765] validation_0-mae:4862.24512 validation_1-mae:6046.49902 [766] validation_0-mae:4860.38330 validation_1-mae:6046.42090 [767] validation_0-mae:4857.29688 validation_1-mae:6045.80127 [768] validation_0-mae:4855.80273 validation_1-mae:6046.12500 [769] validation_0-mae:4853.43750 validation_1-mae:6045.87353 [770] validation_0-mae:4851.64404 validation_1-mae:6044.86377 [771] validation_0-mae:4850.48730 validation_1-mae:6045.32471 [772] validation_0-mae:4849.20508 validation_1-mae:6045.44971 [773] validation_0-mae:4846.60938 validation_1-mae:6043.96728 [774] validation_0-mae:4844.38428 validation_1-mae:6043.76123 [775] validation_0-mae:4842.86377 validation_1-mae:6044.06397 [776] validation_0-mae:4841.72998 validation_1-mae:6043.93701 [777] validation_0-mae:4840.38916 validation_1-mae:6043.03564 [778] validation_0-mae:4839.14111 validation_1-mae:6042.80225 [779] validation_0-mae:4838.15381 validation_1-mae:6042.39453 [780] validation_0-mae:4836.56299 validation_1-mae:6042.23389 [781] validation_0-mae:4834.15625 validation_1-mae:6041.43164 [782] validation_0-mae:4832.36621 validation_1-mae:6040.83740 [783] validation_0-mae:4830.74219 validation_1-mae:6040.52978 [784] validation_0-mae:4829.83008 validation_1-mae:6040.21631 [785] validation_0-mae:4828.58789 validation_1-mae:6039.67969 [786] validation_0-mae:4826.94873 validation_1-mae:6040.50537 [787] validation_0-mae:4824.46777 validation_1-mae:6039.63428 [788] validation_0-mae:4822.22510 validation_1-mae:6039.49853 [789] validation_0-mae:4820.86572 validation_1-mae:6039.27930 [790] validation_0-mae:4818.32471 validation_1-mae:6038.92725 [791] validation_0-mae:4815.99219 validation_1-mae:6038.38574 [792] validation_0-mae:4813.48193 validation_1-mae:6037.94629 [793] validation_0-mae:4812.30762 validation_1-mae:6038.55664 [794] validation_0-mae:4810.85547 validation_1-mae:6038.33838 [795] validation_0-mae:4808.64160 validation_1-mae:6037.33691 [796] validation_0-mae:4807.19922 validation_1-mae:6037.82568 [797] validation_0-mae:4805.21387 validation_1-mae:6036.63281 [798] validation_0-mae:4803.17188 validation_1-mae:6036.59766 [799] validation_0-mae:4802.59570 validation_1-mae:6036.80469 [800] validation_0-mae:4800.73779 validation_1-mae:6036.92236 [801] validation_0-mae:4799.74219 validation_1-mae:6036.57812 [802] validation_0-mae:4798.49219 validation_1-mae:6036.52344 [803] validation_0-mae:4798.19873 validation_1-mae:6036.52832 [804] validation_0-mae:4797.34228 validation_1-mae:6036.16309 [805] validation_0-mae:4797.04834 validation_1-mae:6036.16699 [806] validation_0-mae:4796.11230 validation_1-mae:6036.43750 [807] validation_0-mae:4795.72266 validation_1-mae:6036.41162 [808] validation_0-mae:4794.36963 validation_1-mae:6035.43994 [809] validation_0-mae:4794.21387 validation_1-mae:6035.43164 [810] validation_0-mae:4792.98682 validation_1-mae:6035.13135 [811] validation_0-mae:4792.38086 validation_1-mae:6035.51172 [812] validation_0-mae:4790.81445 validation_1-mae:6035.09619 [813] validation_0-mae:4789.86719 validation_1-mae:6034.96777 [814] validation_0-mae:4789.54834 validation_1-mae:6035.34424 [815] validation_0-mae:4788.82812 validation_1-mae:6035.47070 [816] validation_0-mae:4788.34522 validation_1-mae:6035.73096 [817] validation_0-mae:4787.04199 validation_1-mae:6036.11719 [818] validation_0-mae:4786.58447 validation_1-mae:6036.18555 [819] validation_0-mae:4784.98438 validation_1-mae:6035.92236 [820] validation_0-mae:4783.42334 validation_1-mae:6035.52100 [821] validation_0-mae:4782.10840 validation_1-mae:6035.69922 [822] validation_0-mae:4780.55078 validation_1-mae:6035.46582 [823] validation_0-mae:4778.81055 validation_1-mae:6035.61377 [824] validation_0-mae:4778.11914 validation_1-mae:6035.62256 [825] validation_0-mae:4777.41260 validation_1-mae:6035.49316 [826] validation_0-mae:4776.00000 validation_1-mae:6035.41113 [827] validation_0-mae:4773.99316 validation_1-mae:6034.92920 [828] validation_0-mae:4773.45166 validation_1-mae:6034.80615 [829] validation_0-mae:4772.14209 validation_1-mae:6034.46533 [830] validation_0-mae:4770.81055 validation_1-mae:6034.05908 [831] validation_0-mae:4769.80078 validation_1-mae:6033.29736 [832] validation_0-mae:4767.18506 validation_1-mae:6033.47412 [833] validation_0-mae:4766.87500 validation_1-mae:6033.40088 [834] validation_0-mae:4766.25342 validation_1-mae:6033.44043 [835] validation_0-mae:4764.97900 validation_1-mae:6032.79297 [836] validation_0-mae:4764.51416 validation_1-mae:6032.40772 [837] validation_0-mae:4763.52295 validation_1-mae:6032.49121 [838] validation_0-mae:4761.69043 validation_1-mae:6032.06543 [839] validation_0-mae:4760.46680 validation_1-mae:6031.35010 [840] validation_0-mae:4759.59570 validation_1-mae:6031.30322 [841] validation_0-mae:4758.73145 validation_1-mae:6031.16602 [842] validation_0-mae:4757.93750 validation_1-mae:6030.36426 [843] validation_0-mae:4757.51172 validation_1-mae:6030.70850 [844] validation_0-mae:4755.67285 validation_1-mae:6029.69141 [845] validation_0-mae:4754.91455 validation_1-mae:6029.63281 [846] validation_0-mae:4752.87012 validation_1-mae:6029.35693 [847] validation_0-mae:4752.31055 validation_1-mae:6029.27734 [848] validation_0-mae:4751.56348 validation_1-mae:6028.99170 [849] validation_0-mae:4750.89062 validation_1-mae:6028.91016 [850] validation_0-mae:4750.62500 validation_1-mae:6028.91797 [851] validation_0-mae:4749.73584 validation_1-mae:6028.93311 [852] validation_0-mae:4749.71338 validation_1-mae:6028.98145 [853] validation_0-mae:4748.66650 validation_1-mae:6028.63770 [854] validation_0-mae:4747.67041 validation_1-mae:6028.99170 [855] validation_0-mae:4746.91504 validation_1-mae:6029.06397 [856] validation_0-mae:4746.21045 validation_1-mae:6029.17480 [857] validation_0-mae:4745.65332 validation_1-mae:6028.86963 [858] validation_0-mae:4744.03613 validation_1-mae:6029.40723 [859] validation_0-mae:4742.54639 validation_1-mae:6029.71826 [860] validation_0-mae:4741.46631 validation_1-mae:6029.82324 [861] validation_0-mae:4740.55371 validation_1-mae:6029.84277 [862] validation_0-mae:4739.73486 validation_1-mae:6029.84863 [863] validation_0-mae:4736.93457 validation_1-mae:6029.57568 [864] validation_0-mae:4735.27686 validation_1-mae:6029.81641 [865] validation_0-mae:4733.58740 validation_1-mae:6029.70508 [866] validation_0-mae:4732.71289 validation_1-mae:6029.57324 [867] validation_0-mae:4731.16650 validation_1-mae:6030.47461 [868] validation_0-mae:4729.62695 validation_1-mae:6030.38281 [869] validation_0-mae:4727.75830 validation_1-mae:6028.86523 [870] validation_0-mae:4726.90820 validation_1-mae:6029.03906 [871] validation_0-mae:4725.43506 validation_1-mae:6028.85010 [872] validation_0-mae:4723.09375 validation_1-mae:6028.28076 [873] validation_0-mae:4721.16260 validation_1-mae:6027.47656 [874] validation_0-mae:4721.01904 validation_1-mae:6027.40918 [875] validation_0-mae:4720.56592 validation_1-mae:6027.57666 [876] validation_0-mae:4719.83496 validation_1-mae:6027.29395 [877] validation_0-mae:4718.48389 validation_1-mae:6027.31445 [878] validation_0-mae:4716.26172 validation_1-mae:6026.66064 [879] validation_0-mae:4715.37939 validation_1-mae:6026.45312 [880] validation_0-mae:4714.92383 validation_1-mae:6026.36670 [881] validation_0-mae:4713.25977 validation_1-mae:6026.43311 [882] validation_0-mae:4711.46436 validation_1-mae:6026.34180 [883] validation_0-mae:4710.07959 validation_1-mae:6025.88623 [884] validation_0-mae:4708.55322 validation_1-mae:6026.22900 [885] validation_0-mae:4707.32861 validation_1-mae:6026.45850 [886] validation_0-mae:4705.15039 validation_1-mae:6026.20166 [887] validation_0-mae:4704.32129 validation_1-mae:6026.05811 [888] validation_0-mae:4703.19092 validation_1-mae:6025.73291 [889] validation_0-mae:4700.95801 validation_1-mae:6025.32129 [890] validation_0-mae:4700.10449 validation_1-mae:6024.70508 [891] validation_0-mae:4699.49316 validation_1-mae:6024.74902 [892] validation_0-mae:4698.42529 validation_1-mae:6025.14746 [893] validation_0-mae:4697.98291 validation_1-mae:6024.83203 [894] validation_0-mae:4696.20850 validation_1-mae:6024.42188 [895] validation_0-mae:4695.39551 validation_1-mae:6024.43457 [896] validation_0-mae:4694.07617 validation_1-mae:6023.59033 [897] validation_0-mae:4692.00000 validation_1-mae:6022.67578 [898] validation_0-mae:4690.88135 validation_1-mae:6022.97314 [899] validation_0-mae:4689.91309 validation_1-mae:6023.35645 [900] validation_0-mae:4687.95752 validation_1-mae:6023.49902 [901] validation_0-mae:4687.00195 validation_1-mae:6023.30078 [902] validation_0-mae:4685.20020 validation_1-mae:6023.01855 [903] validation_0-mae:4684.20557 validation_1-mae:6022.72949 [904] validation_0-mae:4683.66846 validation_1-mae:6022.57959 [905] validation_0-mae:4682.79346 validation_1-mae:6022.59277 [906] validation_0-mae:4681.11328 validation_1-mae:6023.75000 [907] validation_0-mae:4680.15478 validation_1-mae:6023.57666 [908] validation_0-mae:4679.45801 validation_1-mae:6023.51172 [909] validation_0-mae:4678.91357 validation_1-mae:6023.45654 [910] validation_0-mae:4677.53320 validation_1-mae:6023.40576 [911] validation_0-mae:4675.42285 validation_1-mae:6022.76270 [912] validation_0-mae:4674.60742 validation_1-mae:6022.78955 [913] validation_0-mae:4673.28613 validation_1-mae:6023.59277 [914] validation_0-mae:4672.90283 validation_1-mae:6023.60498 [915] validation_0-mae:4672.07129 validation_1-mae:6023.45654 [916] validation_0-mae:4670.62793 validation_1-mae:6023.13867 [917] validation_0-mae:4669.86816 validation_1-mae:6022.63037 [918] validation_0-mae:4668.78711 validation_1-mae:6022.70459 [919] validation_0-mae:4667.82764 validation_1-mae:6022.68359 [920] validation_0-mae:4667.08496 validation_1-mae:6022.78955 [921] validation_0-mae:4665.85205 validation_1-mae:6022.84180 [922] validation_0-mae:4664.22461 validation_1-mae:6023.59863 [923] validation_0-mae:4663.16357 validation_1-mae:6023.74268 [924] validation_0-mae:4661.09912 validation_1-mae:6022.80762 [925] validation_0-mae:4660.13574 validation_1-mae:6022.85498 [926] validation_0-mae:4659.10010 validation_1-mae:6023.12305 [927] validation_0-mae:4658.18359 validation_1-mae:6023.19092 [928] validation_0-mae:4656.95996 validation_1-mae:6022.84912 [929] validation_0-mae:4654.86963 validation_1-mae:6022.76514 [930] validation_0-mae:4653.76953 validation_1-mae:6022.44775 [931] validation_0-mae:4652.56201 validation_1-mae:6021.64502 [932] validation_0-mae:4652.21533 validation_1-mae:6021.64209 [933] validation_0-mae:4650.83643 validation_1-mae:6021.54346 [934] validation_0-mae:4649.53711 validation_1-mae:6022.21973 [935] validation_0-mae:4648.91797 validation_1-mae:6022.30420 [936] validation_0-mae:4647.91064 validation_1-mae:6022.45605 [937] validation_0-mae:4645.59473 validation_1-mae:6022.04102 [938] validation_0-mae:4643.80225 validation_1-mae:6022.24756 [939] validation_0-mae:4642.81250 validation_1-mae:6022.25684 [940] validation_0-mae:4642.34277 validation_1-mae:6021.90186 [941] validation_0-mae:4640.83789 validation_1-mae:6022.63232 [942] validation_0-mae:4640.13086 validation_1-mae:6022.46533 [943] validation_0-mae:4639.36035 validation_1-mae:6022.86768 [944] validation_0-mae:4638.07178 validation_1-mae:6022.35205 [945] validation_0-mae:4636.74609 validation_1-mae:6021.80762 [946] validation_0-mae:4635.56689 validation_1-mae:6022.22852 [947] validation_0-mae:4635.22119 validation_1-mae:6022.28223 [948] validation_0-mae:4633.33154 validation_1-mae:6021.85986 [949] validation_0-mae:4632.14355 validation_1-mae:6021.35205 [950] validation_0-mae:4630.69580 validation_1-mae:6021.51367 [951] validation_0-mae:4629.43799 validation_1-mae:6021.39258 [952] validation_0-mae:4628.18311 validation_1-mae:6021.09131 [953] validation_0-mae:4627.66162 validation_1-mae:6021.44482 [954] validation_0-mae:4625.94580 validation_1-mae:6022.46436 [955] validation_0-mae:4625.34033 validation_1-mae:6022.36426 [956] validation_0-mae:4623.96826 validation_1-mae:6020.85693 [957] validation_0-mae:4623.70947 validation_1-mae:6020.91650 [958] validation_0-mae:4622.74902 validation_1-mae:6020.83740 [959] validation_0-mae:4621.09180 validation_1-mae:6021.67822 [960] validation_0-mae:4620.25781 validation_1-mae:6021.28906 [961] validation_0-mae:4618.54688 validation_1-mae:6021.20898 [962] validation_0-mae:4617.12061 validation_1-mae:6020.93799 [963] validation_0-mae:4616.37207 validation_1-mae:6021.08691 [964] validation_0-mae:4615.11328 validation_1-mae:6020.32861 [965] validation_0-mae:4613.74951 validation_1-mae:6019.83496 [966] validation_0-mae:4613.24561 validation_1-mae:6019.89307 [967] validation_0-mae:4612.23145 validation_1-mae:6019.77441 [968] validation_0-mae:4610.89404 validation_1-mae:6019.58203 [969] validation_0-mae:4610.28223 validation_1-mae:6019.47607 [970] validation_0-mae:4609.33496 validation_1-mae:6018.71045 [971] validation_0-mae:4608.63232 validation_1-mae:6018.80225 [972] validation_0-mae:4607.66064 validation_1-mae:6018.92578 [973] validation_0-mae:4606.82861 validation_1-mae:6018.31885 [974] validation_0-mae:4605.78125 validation_1-mae:6018.35791 [975] validation_0-mae:4605.50684 validation_1-mae:6018.31103 [976] validation_0-mae:4604.02246 validation_1-mae:6017.58252 [977] validation_0-mae:4603.10449 validation_1-mae:6017.33252 [978] validation_0-mae:4602.34326 validation_1-mae:6017.15674 [979] validation_0-mae:4602.27148 validation_1-mae:6017.16553 [980] validation_0-mae:4601.19336 validation_1-mae:6016.98584 [981] validation_0-mae:4600.78760 validation_1-mae:6016.95117 [982] validation_0-mae:4600.46680 validation_1-mae:6017.00439 [983] validation_0-mae:4599.82764 validation_1-mae:6016.73389 [984] validation_0-mae:4598.99609 validation_1-mae:6016.82520 [985] validation_0-mae:4598.32422 validation_1-mae:6016.86914 [986] validation_0-mae:4596.98486 validation_1-mae:6016.09912 [987] validation_0-mae:4595.47314 validation_1-mae:6015.72266 [988] validation_0-mae:4594.10303 validation_1-mae:6015.24951 [989] validation_0-mae:4592.95996 validation_1-mae:6014.91309 [990] validation_0-mae:4591.89062 validation_1-mae:6015.34814 [991] validation_0-mae:4591.04883 validation_1-mae:6015.29980 [992] validation_0-mae:4590.48584 validation_1-mae:6015.78076 [993] validation_0-mae:4589.94775 validation_1-mae:6015.86572 [994] validation_0-mae:4588.89697 validation_1-mae:6015.13477 [995] validation_0-mae:4587.95312 validation_1-mae:6015.57227 [996] validation_0-mae:4587.01807 validation_1-mae:6015.72070 [997] validation_0-mae:4584.79883 validation_1-mae:6015.81397 [998] validation_0-mae:4584.68897 validation_1-mae:6015.85889 [999] validation_0-mae:4583.78516 validation_1-mae:6015.76709 [1000] validation_0-mae:4582.85742 validation_1-mae:6015.30762 [1001] validation_0-mae:4581.84717 validation_1-mae:6015.20166 [1002] validation_0-mae:4580.64551 validation_1-mae:6014.39844 [1003] validation_0-mae:4578.87451 validation_1-mae:6014.07324 [1004] validation_0-mae:4577.64404 validation_1-mae:6013.83691 [1005] validation_0-mae:4576.76904 validation_1-mae:6013.61768 [1006] validation_0-mae:4575.73438 validation_1-mae:6014.22412 [1007] validation_0-mae:4573.33594 validation_1-mae:6013.70459 [1008] validation_0-mae:4571.82031 validation_1-mae:6013.71631 [1009] validation_0-mae:4571.18164 validation_1-mae:6013.90332 [1010] validation_0-mae:4569.49170 validation_1-mae:6013.84619 [1011] validation_0-mae:4569.08398 validation_1-mae:6013.97803 [1012] validation_0-mae:4568.07520 validation_1-mae:6013.89844 [1013] validation_0-mae:4567.27686 validation_1-mae:6013.65918 [1014] validation_0-mae:4565.21436 validation_1-mae:6013.28076 [1015] validation_0-mae:4562.79395 validation_1-mae:6013.36084 [1016] validation_0-mae:4561.85449 validation_1-mae:6013.45508 [1017] validation_0-mae:4560.40478 validation_1-mae:6013.25147 [1018] validation_0-mae:4559.22461 validation_1-mae:6013.08887 [1019] validation_0-mae:4558.03272 validation_1-mae:6013.36963 [1020] validation_0-mae:4557.26807 validation_1-mae:6013.25684 [1021] validation_0-mae:4555.94922 validation_1-mae:6013.09522 [1022] validation_0-mae:4554.47022 validation_1-mae:6013.05469 [1023] validation_0-mae:4552.85791 validation_1-mae:6013.01367 [1024] validation_0-mae:4550.89160 validation_1-mae:6014.26074 [1025] validation_0-mae:4549.28516 validation_1-mae:6014.13086 [1026] validation_0-mae:4546.70557 validation_1-mae:6014.28369 [1027] validation_0-mae:4545.65723 validation_1-mae:6014.59473 [1028] validation_0-mae:4544.42480 validation_1-mae:6014.89355 [1029] validation_0-mae:4543.29541 validation_1-mae:6014.95459 [1030] validation_0-mae:4541.10205 validation_1-mae:6014.67676 [1031] validation_0-mae:4540.18945 validation_1-mae:6014.93506 [1032] validation_0-mae:4539.69434 validation_1-mae:6015.06397 [1033] validation_0-mae:4538.71289 validation_1-mae:6014.67383 [1034] validation_0-mae:4537.08936 validation_1-mae:6013.84961 [1035] validation_0-mae:4535.42627 validation_1-mae:6013.18262 [1036] validation_0-mae:4533.82861 validation_1-mae:6013.18311 [1037] validation_0-mae:4532.55127 validation_1-mae:6012.89307 [1038] validation_0-mae:4532.35547 validation_1-mae:6012.80566 [1039] validation_0-mae:4530.93945 validation_1-mae:6012.14990 [1040] validation_0-mae:4530.08984 validation_1-mae:6012.40674 [1041] validation_0-mae:4528.60205 validation_1-mae:6011.64697 [1042] validation_0-mae:4527.59424 validation_1-mae:6011.38330 [1043] validation_0-mae:4526.71680 validation_1-mae:6011.72754 [1044] validation_0-mae:4525.59961 validation_1-mae:6011.88477 [1045] validation_0-mae:4524.13623 validation_1-mae:6011.71875 [1046] validation_0-mae:4522.69824 validation_1-mae:6011.66406 [1047] validation_0-mae:4520.93897 validation_1-mae:6011.30957 [1048] validation_0-mae:4519.81201 validation_1-mae:6011.53369 [1049] validation_0-mae:4517.91846 validation_1-mae:6010.72217 [1050] validation_0-mae:4515.99268 validation_1-mae:6009.93945 [1051] validation_0-mae:4515.46533 validation_1-mae:6009.81494 [1052] validation_0-mae:4515.21826 validation_1-mae:6010.04590 [1053] validation_0-mae:4513.49219 validation_1-mae:6010.12109 [1054] validation_0-mae:4512.17773 validation_1-mae:6009.87744 [1055] validation_0-mae:4510.21826 validation_1-mae:6008.73193 [1056] validation_0-mae:4508.85645 validation_1-mae:6008.63086 [1057] validation_0-mae:4507.00830 validation_1-mae:6008.20020 [1058] validation_0-mae:4505.48926 validation_1-mae:6007.85840 [1059] validation_0-mae:4504.55811 validation_1-mae:6008.21191 [1060] validation_0-mae:4503.18652 validation_1-mae:6008.78760 [1061] validation_0-mae:4501.28906 validation_1-mae:6008.06201 [1062] validation_0-mae:4499.92920 validation_1-mae:6007.70605 [1063] validation_0-mae:4497.81103 validation_1-mae:6006.68994 [1064] validation_0-mae:4495.95020 validation_1-mae:6006.67090 [1065] validation_0-mae:4493.87939 validation_1-mae:6005.92383 [1066] validation_0-mae:4492.57227 validation_1-mae:6005.10449 [1067] validation_0-mae:4491.21533 validation_1-mae:6005.31299 [1068] validation_0-mae:4489.13379 validation_1-mae:6004.58252 [1069] validation_0-mae:4487.47949 validation_1-mae:6004.78174 [1070] validation_0-mae:4486.77490 validation_1-mae:6004.74121 [1071] validation_0-mae:4485.57715 validation_1-mae:6004.65674 [1072] validation_0-mae:4483.78809 validation_1-mae:6004.80078 [1073] validation_0-mae:4482.51074 validation_1-mae:6005.01709 [1074] validation_0-mae:4481.54199 validation_1-mae:6005.42236 [1075] validation_0-mae:4479.77783 validation_1-mae:6005.09961 [1076] validation_0-mae:4478.76562 validation_1-mae:6005.62939 [1077] validation_0-mae:4477.21826 validation_1-mae:6005.70898 [1078] validation_0-mae:4475.68652 validation_1-mae:6006.27686 [1079] validation_0-mae:4473.80420 validation_1-mae:6005.21094 [1080] validation_0-mae:4472.54395 validation_1-mae:6004.98145 [1081] validation_0-mae:4471.63623 validation_1-mae:6005.29639 [1082] validation_0-mae:4470.25977 validation_1-mae:6005.31445 [1083] validation_0-mae:4469.39648 validation_1-mae:6005.26855 [1084] validation_0-mae:4468.62842 validation_1-mae:6005.12500 [1085] validation_0-mae:4467.51807 validation_1-mae:6005.35791 [1086] validation_0-mae:4465.70996 validation_1-mae:6004.14551 [1087] validation_0-mae:4465.17090 validation_1-mae:6003.90430 [1088] validation_0-mae:4464.26416 validation_1-mae:6004.18750 [1089] validation_0-mae:4463.48242 validation_1-mae:6004.12353 [1090] validation_0-mae:4462.51367 validation_1-mae:6003.93994 [1091] validation_0-mae:4461.39844 validation_1-mae:6004.42725 [1092] validation_0-mae:4460.33398 validation_1-mae:6004.00342 [1093] validation_0-mae:4459.52197 validation_1-mae:6003.96240 [1094] validation_0-mae:4458.80273 validation_1-mae:6004.41211 [1095] validation_0-mae:4457.89697 validation_1-mae:6004.73779 [1096] validation_0-mae:4457.19629 validation_1-mae:6004.76758 [1097] validation_0-mae:4456.10791 validation_1-mae:6004.94238 [1098] validation_0-mae:4454.96582 validation_1-mae:6005.36963 [1099] validation_0-mae:4454.28662 validation_1-mae:6005.42188 [1100] validation_0-mae:4453.77295 validation_1-mae:6005.30371 [1101] validation_0-mae:4451.94189 validation_1-mae:6004.83008 [1102] validation_0-mae:4451.29785 validation_1-mae:6004.96777 [1103] validation_0-mae:4449.87842 validation_1-mae:6004.89746 [1104] validation_0-mae:4449.23242 validation_1-mae:6004.74805 [1105] validation_0-mae:4448.78369 validation_1-mae:6004.67627 [1106] validation_0-mae:4448.55322 validation_1-mae:6004.91455 [1107] validation_0-mae:4448.38623 validation_1-mae:6005.04883 [1108] validation_0-mae:4448.17041 validation_1-mae:6004.86963 [1109] validation_0-mae:4446.15820 validation_1-mae:6005.05957 [1110] validation_0-mae:4444.90820 validation_1-mae:6004.86084 [1111] validation_0-mae:4443.12647 validation_1-mae:6005.07617 [1112] validation_0-mae:4441.25195 validation_1-mae:6005.02881 [1113] validation_0-mae:4439.97852 validation_1-mae:6004.53223 [1114] validation_0-mae:4437.74219 validation_1-mae:6004.04248 [1115] validation_0-mae:4436.96924 validation_1-mae:6004.19775 [1116] validation_0-mae:4435.76123 validation_1-mae:6003.75098 [1117] validation_0-mae:4434.30518 validation_1-mae:6003.57812 [1118] validation_0-mae:4433.24902 validation_1-mae:6003.08398 [1119] validation_0-mae:4432.64111 validation_1-mae:6002.94434 [1120] validation_0-mae:4431.70264 validation_1-mae:6002.89258 [1121] validation_0-mae:4431.08252 validation_1-mae:6003.08789 [1122] validation_0-mae:4429.46338 validation_1-mae:6002.08057 [1123] validation_0-mae:4429.12500 validation_1-mae:6002.14014 [1124] validation_0-mae:4426.12061 validation_1-mae:6001.13135 [1125] validation_0-mae:4425.31689 validation_1-mae:6001.08887 [1126] validation_0-mae:4424.33789 validation_1-mae:6000.85449 [1127] validation_0-mae:4423.57617 validation_1-mae:6000.67041 [1128] validation_0-mae:4422.91797 validation_1-mae:6000.50830 [1129] validation_0-mae:4422.26807 validation_1-mae:6000.72119 [1130] validation_0-mae:4421.68213 validation_1-mae:6000.70410 [1131] validation_0-mae:4421.03369 validation_1-mae:6000.67773 [1132] validation_0-mae:4420.48682 validation_1-mae:6000.76904 [1133] validation_0-mae:4420.26025 validation_1-mae:6000.57959 [1134] validation_0-mae:4419.29736 validation_1-mae:6000.28467 [1135] validation_0-mae:4418.43652 validation_1-mae:6000.35254 [1136] validation_0-mae:4417.69043 validation_1-mae:6000.11133 [1137] validation_0-mae:4416.94727 validation_1-mae:5999.88428 [1138] validation_0-mae:4415.13574 validation_1-mae:6000.17725 [1139] validation_0-mae:4413.69238 validation_1-mae:5999.70947 [1140] validation_0-mae:4412.67627 validation_1-mae:5999.45312 [1141] validation_0-mae:4412.25000 validation_1-mae:5999.49463 [1142] validation_0-mae:4411.73584 validation_1-mae:5999.70557 [1143] validation_0-mae:4411.26074 validation_1-mae:5999.43652 [1144] validation_0-mae:4410.66309 validation_1-mae:5999.06445 [1145] validation_0-mae:4410.53223 validation_1-mae:5998.99902 [1146] validation_0-mae:4409.86426 validation_1-mae:5999.00732 [1147] validation_0-mae:4409.10840 validation_1-mae:5999.11475 [1148] validation_0-mae:4408.42090 validation_1-mae:5998.51367 [1149] validation_0-mae:4407.71436 validation_1-mae:5998.62305 [1150] validation_0-mae:4406.69629 validation_1-mae:5998.20996 [1151] validation_0-mae:4406.10400 validation_1-mae:5998.36768 [1152] validation_0-mae:4405.57910 validation_1-mae:5998.59424 [1153] validation_0-mae:4404.75049 validation_1-mae:5998.24268 [1154] validation_0-mae:4403.47022 validation_1-mae:5998.15967 [1155] validation_0-mae:4402.48145 validation_1-mae:5998.10596 [1156] validation_0-mae:4401.53369 validation_1-mae:5997.91650 [1157] validation_0-mae:4400.74609 validation_1-mae:5998.09424 [1158] validation_0-mae:4399.09326 validation_1-mae:5998.83887 [1159] validation_0-mae:4397.23242 validation_1-mae:5999.08984 [1160] validation_0-mae:4395.94824 validation_1-mae:5997.74316 [1161] validation_0-mae:4395.25781 validation_1-mae:5997.82910 [1162] validation_0-mae:4394.27344 validation_1-mae:5997.94629 [1163] validation_0-mae:4393.52100 validation_1-mae:5997.72705 [1164] validation_0-mae:4392.30615 validation_1-mae:5997.69189 [1165] validation_0-mae:4390.66602 validation_1-mae:5996.94189 [1166] validation_0-mae:4390.09619 validation_1-mae:5997.19873 [1167] validation_0-mae:4388.75098 validation_1-mae:5996.81103 [1168] validation_0-mae:4387.25586 validation_1-mae:5995.87012 [1169] validation_0-mae:4386.51367 validation_1-mae:5995.40576 [1170] validation_0-mae:4385.39697 validation_1-mae:5995.08350 [1171] validation_0-mae:4384.77686 validation_1-mae:5995.41309 [1172] validation_0-mae:4383.97363 validation_1-mae:5995.57031 [1173] validation_0-mae:4383.30273 validation_1-mae:5995.44141 [1174] validation_0-mae:4382.76514 validation_1-mae:5995.23682 [1175] validation_0-mae:4382.41504 validation_1-mae:5994.98633 [1176] validation_0-mae:4381.62988 validation_1-mae:5994.61475 [1177] validation_0-mae:4380.26660 validation_1-mae:5994.78564 [1178] validation_0-mae:4378.81689 validation_1-mae:5994.94287 [1179] validation_0-mae:4377.14062 validation_1-mae:5993.74902 [1180] validation_0-mae:4375.78857 validation_1-mae:5994.22022 [1181] validation_0-mae:4374.58203 validation_1-mae:5993.64160 [1182] validation_0-mae:4373.38525 validation_1-mae:5993.68457 [1183] validation_0-mae:4372.21143 validation_1-mae:5994.07324 [1184] validation_0-mae:4370.73877 validation_1-mae:5993.98340 [1185] validation_0-mae:4370.15234 validation_1-mae:5994.02246 [1186] validation_0-mae:4368.29102 validation_1-mae:5992.99512 [1187] validation_0-mae:4367.08154 validation_1-mae:5993.06152 [1188] validation_0-mae:4366.16846 validation_1-mae:5993.27148 [1189] validation_0-mae:4366.15283 validation_1-mae:5993.30615 [1190] validation_0-mae:4365.18555 validation_1-mae:5993.69531 [1191] validation_0-mae:4364.15430 validation_1-mae:5993.53809 [1192] validation_0-mae:4363.43359 validation_1-mae:5993.85645 [1193] validation_0-mae:4362.92041 validation_1-mae:5994.20117 [1194] validation_0-mae:4362.43262 validation_1-mae:5994.03760 [1195] validation_0-mae:4361.70068 validation_1-mae:5993.93848 [1196] validation_0-mae:4360.72510 validation_1-mae:5994.32080 [1197] validation_0-mae:4359.87353 validation_1-mae:5994.68066 [1198] validation_0-mae:4358.77490 validation_1-mae:5994.65625 [1199] validation_0-mae:4358.29980 validation_1-mae:5994.68115 [1200] validation_0-mae:4357.28418 validation_1-mae:5994.30859 [1201] validation_0-mae:4356.52246 validation_1-mae:5993.76953 [1202] validation_0-mae:4355.07812 validation_1-mae:5993.63135 [1203] validation_0-mae:4354.53076 validation_1-mae:5993.75293 [1204] validation_0-mae:4352.67236 validation_1-mae:5994.27295 [1205] validation_0-mae:4352.03027 validation_1-mae:5994.17334 [1206] validation_0-mae:4350.88232 validation_1-mae:5993.61279 [1207] validation_0-mae:4349.07812 validation_1-mae:5993.89648 [1208] validation_0-mae:4348.64014 validation_1-mae:5993.70264 [1209] validation_0-mae:4347.49512 validation_1-mae:5994.02100 [1210] validation_0-mae:4345.95166 validation_1-mae:5993.92773 [1211] validation_0-mae:4345.09619 validation_1-mae:5993.59912 [1212] validation_0-mae:4344.64893 validation_1-mae:5993.33936 [1213] validation_0-mae:4344.31592 validation_1-mae:5993.40332 [1214] validation_0-mae:4343.63037 validation_1-mae:5993.36279 [1215] validation_0-mae:4343.50635 validation_1-mae:5993.40381 [1216] validation_0-mae:4342.69531 validation_1-mae:5993.44727 [1217] validation_0-mae:4340.55566 validation_1-mae:5993.18408 [1218] validation_0-mae:4340.50488 validation_1-mae:5993.19873 [1219] validation_0-mae:4338.83203 validation_1-mae:5992.44385 [1220] validation_0-mae:4338.00928 validation_1-mae:5992.19434 [1221] validation_0-mae:4336.69287 validation_1-mae:5991.67236 [1222] validation_0-mae:4336.17529 validation_1-mae:5991.75830 [1223] validation_0-mae:4334.72412 validation_1-mae:5992.06592 [1224] validation_0-mae:4332.39111 validation_1-mae:5991.59668 [1225] validation_0-mae:4331.52637 validation_1-mae:5991.38623 [1226] validation_0-mae:4330.97900 validation_1-mae:5991.60352 [1227] validation_0-mae:4329.45508 validation_1-mae:5990.27686 [1228] validation_0-mae:4328.47070 validation_1-mae:5989.79199 [1229] validation_0-mae:4327.86426 validation_1-mae:5989.88623 [1230] validation_0-mae:4326.63818 validation_1-mae:5989.21045 [1231] validation_0-mae:4325.49853 validation_1-mae:5989.40527 [1232] validation_0-mae:4323.48096 validation_1-mae:5989.47119 [1233] validation_0-mae:4322.66016 validation_1-mae:5989.07568 [1234] validation_0-mae:4321.52734 validation_1-mae:5988.78369 [1235] validation_0-mae:4320.83008 validation_1-mae:5988.80615 [1236] validation_0-mae:4320.56543 validation_1-mae:5988.89648 [1237] validation_0-mae:4319.73193 validation_1-mae:5989.31201 [1238] validation_0-mae:4318.81152 validation_1-mae:5988.96387 [1239] validation_0-mae:4318.66357 validation_1-mae:5988.98926 [1240] validation_0-mae:4318.15820 validation_1-mae:5988.81006 [1241] validation_0-mae:4317.10449 validation_1-mae:5988.54980 [1242] validation_0-mae:4316.77295 validation_1-mae:5988.61914 [1243] validation_0-mae:4316.25830 validation_1-mae:5988.63086 [1244] validation_0-mae:4314.50635 validation_1-mae:5988.82275 [1245] validation_0-mae:4313.45166 validation_1-mae:5988.43603 [1246] validation_0-mae:4312.90967 validation_1-mae:5988.28076 [1247] validation_0-mae:4312.10791 validation_1-mae:5988.49902 [1248] validation_0-mae:4311.25342 validation_1-mae:5987.94678 [1249] validation_0-mae:4310.12744 validation_1-mae:5987.65088 [1250] validation_0-mae:4308.74609 validation_1-mae:5987.78320 [1251] validation_0-mae:4308.10742 validation_1-mae:5987.52148 [1252] validation_0-mae:4307.37549 validation_1-mae:5987.25586 [1253] validation_0-mae:4307.09766 validation_1-mae:5987.14551 [1254] validation_0-mae:4306.27978 validation_1-mae:5987.06201 [1255] validation_0-mae:4305.67773 validation_1-mae:5986.91504 [1256] validation_0-mae:4304.74170 validation_1-mae:5987.10791 [1257] validation_0-mae:4304.31836 validation_1-mae:5987.45850 [1258] validation_0-mae:4303.83057 validation_1-mae:5987.42969 [1259] validation_0-mae:4303.09326 validation_1-mae:5987.35840 [1260] validation_0-mae:4302.33594 validation_1-mae:5987.09375 [1261] validation_0-mae:4301.63623 validation_1-mae:5986.94678 [1262] validation_0-mae:4301.41309 validation_1-mae:5986.91650 [1263] validation_0-mae:4301.28076 validation_1-mae:5986.93359 [1264] validation_0-mae:4301.17969 validation_1-mae:5986.91797 [1265] validation_0-mae:4300.44971 validation_1-mae:5986.80225 [1266] validation_0-mae:4299.71582 validation_1-mae:5986.61963 [1267] validation_0-mae:4299.06299 validation_1-mae:5986.34522 [1268] validation_0-mae:4297.78662 validation_1-mae:5986.71728 [1269] validation_0-mae:4297.19971 validation_1-mae:5987.02002 [1270] validation_0-mae:4296.69336 validation_1-mae:5987.03174 [1271] validation_0-mae:4295.70654 validation_1-mae:5987.06641 [1272] validation_0-mae:4295.52051 validation_1-mae:5987.24902 [1273] validation_0-mae:4294.96484 validation_1-mae:5987.12500 [1274] validation_0-mae:4294.04883 validation_1-mae:5987.31201 [1275] validation_0-mae:4293.28516 validation_1-mae:5987.63037 [1276] validation_0-mae:4292.09424 validation_1-mae:5988.54590 [1277] validation_0-mae:4291.95020 validation_1-mae:5988.85889 [1278] validation_0-mae:4291.68701 validation_1-mae:5988.86084 [1279] validation_0-mae:4291.35010 validation_1-mae:5988.76416 [1280] validation_0-mae:4291.05273 validation_1-mae:5988.60303 [1281] validation_0-mae:4290.79639 validation_1-mae:5988.88086 [1282] validation_0-mae:4290.01123 validation_1-mae:5988.79639 [1283] validation_0-mae:4289.84766 validation_1-mae:5988.77344 [1284] validation_0-mae:4289.63770 validation_1-mae:5988.64502 [1285] validation_0-mae:4288.93262 validation_1-mae:5988.40088 [1286] validation_0-mae:4288.81397 validation_1-mae:5988.41797 [1287] validation_0-mae:4287.78320 validation_1-mae:5987.95605 [1288] validation_0-mae:4287.05713 validation_1-mae:5987.87695 [1289] validation_0-mae:4286.76123 validation_1-mae:5987.75049 [1290] validation_0-mae:4285.47852 validation_1-mae:5987.72510 [1291] validation_0-mae:4285.39453 validation_1-mae:5987.77148 [1292] validation_0-mae:4285.14062 validation_1-mae:5987.79395 [1293] validation_0-mae:4284.34131 validation_1-mae:5988.07910 [1294] validation_0-mae:4282.05908 validation_1-mae:5987.70508 [1295] validation_0-mae:4280.82715 validation_1-mae:5987.49561 [1296] validation_0-mae:4279.12061 validation_1-mae:5986.73535 [1297] validation_0-mae:4277.68848 validation_1-mae:5986.76855 [1298] validation_0-mae:4276.25635 validation_1-mae:5987.30664 [1299] validation_0-mae:4275.45459 validation_1-mae:5986.84082 [1300] validation_0-mae:4274.66895 validation_1-mae:5986.55029 [1301] validation_0-mae:4273.63916 validation_1-mae:5986.75537 [1302] validation_0-mae:4272.92188 validation_1-mae:5986.96045 [1303] validation_0-mae:4272.02148 validation_1-mae:5986.65527 [1304] validation_0-mae:4271.72559 validation_1-mae:5986.64893 [1305] validation_0-mae:4270.85742 validation_1-mae:5986.70654 [1306] validation_0-mae:4269.85254 validation_1-mae:5987.33496 [1307] validation_0-mae:4269.36279 validation_1-mae:5987.10156 [1308] validation_0-mae:4268.47998 validation_1-mae:5986.73145 [1309] validation_0-mae:4267.42578 validation_1-mae:5986.68603 [1310] validation_0-mae:4266.12158 validation_1-mae:5986.81787 [1311] validation_0-mae:4264.51074 validation_1-mae:5986.64209 [1312] validation_0-mae:4262.45117 validation_1-mae:5986.11963 [1313] validation_0-mae:4261.30273 validation_1-mae:5986.02148 [1314] validation_0-mae:4260.05615 validation_1-mae:5985.79639 [1315] validation_0-mae:4259.60107 validation_1-mae:5986.00586 [1316] validation_0-mae:4258.73096 validation_1-mae:5985.93408 [1317] validation_0-mae:4258.04590 validation_1-mae:5985.81299 [1318] validation_0-mae:4256.17871 validation_1-mae:5986.23682 [1319] validation_0-mae:4254.54150 validation_1-mae:5987.17773 [1320] validation_0-mae:4253.80811 validation_1-mae:5987.48242 [1321] validation_0-mae:4253.00586 validation_1-mae:5987.62256 [1322] validation_0-mae:4252.29492 validation_1-mae:5987.81397 [1323] validation_0-mae:4250.61719 validation_1-mae:5987.42236 [1324] validation_0-mae:4249.97559 validation_1-mae:5987.54883 [1325] validation_0-mae:4249.33594 validation_1-mae:5987.50830 [1326] validation_0-mae:4247.89746 validation_1-mae:5987.38867 [1327] validation_0-mae:4246.76855 validation_1-mae:5987.18750 [1328] validation_0-mae:4245.04639 validation_1-mae:5987.35938 [1329] validation_0-mae:4243.63721 validation_1-mae:5986.80420 [1330] validation_0-mae:4242.97168 validation_1-mae:5986.62256 [1331] validation_0-mae:4241.86670 validation_1-mae:5986.58936 [1332] validation_0-mae:4240.70654 validation_1-mae:5986.37549 [1333] validation_0-mae:4239.18994 validation_1-mae:5986.45312 [1334] validation_0-mae:4238.07031 validation_1-mae:5986.04102 [1335] validation_0-mae:4237.19434 validation_1-mae:5986.60547 [1336] validation_0-mae:4235.15674 validation_1-mae:5986.68897 [1337] validation_0-mae:4234.07178 validation_1-mae:5987.14307 [1338] validation_0-mae:4233.03418 validation_1-mae:5986.76709 [1339] validation_0-mae:4232.29492 validation_1-mae:5986.65723 [1340] validation_0-mae:4229.96094 validation_1-mae:5986.56689 [1341] validation_0-mae:4228.93066 validation_1-mae:5986.82715 [1342] validation_0-mae:4228.48828 validation_1-mae:5986.85889 [1343] validation_0-mae:4227.90820 validation_1-mae:5986.63477 [1344] validation_0-mae:4227.49365 validation_1-mae:5986.61279 [1345] validation_0-mae:4227.10791 validation_1-mae:5986.86865 [1346] validation_0-mae:4225.83350 validation_1-mae:5986.53027 [1347] validation_0-mae:4224.85791 validation_1-mae:5985.81982 [1348] validation_0-mae:4223.08398 validation_1-mae:5985.39453 [1349] validation_0-mae:4222.25147 validation_1-mae:5985.59766 [1350] validation_0-mae:4220.19727 validation_1-mae:5986.23779 [1351] validation_0-mae:4219.68213 validation_1-mae:5986.85107 [1352] validation_0-mae:4218.96240 validation_1-mae:5987.26709 [1353] validation_0-mae:4218.23877 validation_1-mae:5987.01709 [1354] validation_0-mae:4217.77295 validation_1-mae:5986.67773 [1355] validation_0-mae:4217.41211 validation_1-mae:5986.80908 [1356] validation_0-mae:4216.36963 validation_1-mae:5986.76416 [1357] validation_0-mae:4216.00147 validation_1-mae:5986.76465 [1358] validation_0-mae:4215.71924 validation_1-mae:5986.81445 [1359] validation_0-mae:4215.52686 validation_1-mae:5986.67920 [1360] validation_0-mae:4214.73584 validation_1-mae:5986.83252 [1361] validation_0-mae:4214.34961 validation_1-mae:5986.69238 [1362] validation_0-mae:4214.10400 validation_1-mae:5986.63379 [1363] validation_0-mae:4213.55664 validation_1-mae:5986.68603 [1364] validation_0-mae:4211.08838 validation_1-mae:5985.51562 [1365] validation_0-mae:4209.65186 validation_1-mae:5985.60156 [1366] validation_0-mae:4208.89355 validation_1-mae:5985.54590 [1367] validation_0-mae:4208.09033 validation_1-mae:5985.55322 [1368] validation_0-mae:4206.67139 validation_1-mae:5986.16748 [1369] validation_0-mae:4205.28662 validation_1-mae:5986.17090 [1370] validation_0-mae:4204.31982 validation_1-mae:5985.70020 [1371] validation_0-mae:4202.93555 validation_1-mae:5985.18750 [1372] validation_0-mae:4202.63721 validation_1-mae:5984.99609 [1373] validation_0-mae:4202.11475 validation_1-mae:5985.04004 [1374] validation_0-mae:4201.09326 validation_1-mae:5984.99121 [1375] validation_0-mae:4199.94580 validation_1-mae:5985.35986 [1376] validation_0-mae:4199.02588 validation_1-mae:5985.83887 [1377] validation_0-mae:4197.30078 validation_1-mae:5986.12500 [1378] validation_0-mae:4196.51270 validation_1-mae:5986.20117 [1379] validation_0-mae:4195.92773 validation_1-mae:5986.19971 [1380] validation_0-mae:4194.51660 validation_1-mae:5985.69922 [1381] validation_0-mae:4193.79590 validation_1-mae:5985.99268 [1382] validation_0-mae:4193.32568 validation_1-mae:5985.91357 [1383] validation_0-mae:4191.86768 validation_1-mae:5985.42920 [1384] validation_0-mae:4190.67188 validation_1-mae:5986.04492 [1385] validation_0-mae:4190.14941 validation_1-mae:5986.12256 [1386] validation_0-mae:4189.44727 validation_1-mae:5986.13721 [1387] validation_0-mae:4188.55420 validation_1-mae:5985.83984 [1388] validation_0-mae:4187.87549 validation_1-mae:5985.97607 [1389] validation_0-mae:4187.21191 validation_1-mae:5985.77637 [1390] validation_0-mae:4186.33643 validation_1-mae:5985.84717 [1391] validation_0-mae:4185.88770 validation_1-mae:5986.04150 [1392] validation_0-mae:4184.84522 validation_1-mae:5985.81934 [1393] validation_0-mae:4184.36865 validation_1-mae:5985.63135 [1394] validation_0-mae:4183.21826 validation_1-mae:5985.60645 [1395] validation_0-mae:4181.83008 validation_1-mae:5985.55713 [1396] validation_0-mae:4179.93311 validation_1-mae:5985.40820 [1397] validation_0-mae:4179.18213 validation_1-mae:5985.17773 [1398] validation_0-mae:4178.71240 validation_1-mae:5985.12988 [1399] validation_0-mae:4177.64209 validation_1-mae:5985.37061 [1400] validation_0-mae:4177.01758 validation_1-mae:5985.50342 [1401] validation_0-mae:4175.60400 validation_1-mae:5985.31299 [1402] validation_0-mae:4174.43115 validation_1-mae:5985.05908 [1403] validation_0-mae:4174.01611 validation_1-mae:5984.98926 [1404] validation_0-mae:4172.47266 validation_1-mae:5984.16016 [1405] validation_0-mae:4170.98535 validation_1-mae:5984.42529 [1406] validation_0-mae:4170.24609 validation_1-mae:5984.35059 [1407] validation_0-mae:4168.65332 validation_1-mae:5984.49219 [1408] validation_0-mae:4167.40478 validation_1-mae:5984.56055 [1409] validation_0-mae:4166.13623 validation_1-mae:5984.75928 [1410] validation_0-mae:4165.31445 validation_1-mae:5984.36426 [1411] validation_0-mae:4164.70361 validation_1-mae:5984.24609 [1412] validation_0-mae:4163.96533 validation_1-mae:5984.08838 [1413] validation_0-mae:4162.39404 validation_1-mae:5984.47363 [1414] validation_0-mae:4162.04688 validation_1-mae:5984.34473 [1415] validation_0-mae:4161.34473 validation_1-mae:5984.28320 [1416] validation_0-mae:4160.88770 validation_1-mae:5984.44238 [1417] validation_0-mae:4159.25098 validation_1-mae:5983.90039 [1418] validation_0-mae:4158.04443 validation_1-mae:5983.79297 [1419] validation_0-mae:4157.53955 validation_1-mae:5983.64404 [1420] validation_0-mae:4156.77295 validation_1-mae:5983.68115 [1421] validation_0-mae:4155.75342 validation_1-mae:5984.69092 [1422] validation_0-mae:4155.49219 validation_1-mae:5984.75293 [1423] validation_0-mae:4154.81543 validation_1-mae:5984.88379 [1424] validation_0-mae:4154.28955 validation_1-mae:5984.77881 [1425] validation_0-mae:4153.72998 validation_1-mae:5984.86475 [1426] validation_0-mae:4153.11572 validation_1-mae:5984.78223 [1427] validation_0-mae:4152.63428 validation_1-mae:5984.90820 [1428] validation_0-mae:4150.79541 validation_1-mae:5983.69189 [1429] validation_0-mae:4149.50586 validation_1-mae:5983.67773 [1430] validation_0-mae:4148.59912 validation_1-mae:5984.09668 [1431] validation_0-mae:4147.00049 validation_1-mae:5983.64404 [1432] validation_0-mae:4146.07324 validation_1-mae:5984.00879 [1433] validation_0-mae:4145.42773 validation_1-mae:5984.13818 [1434] validation_0-mae:4144.34473 validation_1-mae:5983.73877 [1435] validation_0-mae:4143.26123 validation_1-mae:5983.55566 [1436] validation_0-mae:4142.95703 validation_1-mae:5983.61572 [1437] validation_0-mae:4142.24365 validation_1-mae:5983.46973 [1438] validation_0-mae:4141.24316 validation_1-mae:5983.17383 [1439] validation_0-mae:4140.52734 validation_1-mae:5983.14258 [1440] validation_0-mae:4139.50195 validation_1-mae:5983.09277 [1441] validation_0-mae:4139.06543 validation_1-mae:5983.26562 [1442] validation_0-mae:4138.62988 validation_1-mae:5983.57373 [1443] validation_0-mae:4137.23535 validation_1-mae:5983.61621 [1444] validation_0-mae:4136.32129 validation_1-mae:5983.80469 [1445] validation_0-mae:4135.00342 validation_1-mae:5983.72559 [1446] validation_0-mae:4134.46143 validation_1-mae:5983.68066 [1447] validation_0-mae:4133.57031 validation_1-mae:5983.81348 [1448] validation_0-mae:4132.96240 validation_1-mae:5983.94336 [1449] validation_0-mae:4132.58740 validation_1-mae:5984.10400 [1450] validation_0-mae:4130.65332 validation_1-mae:5984.52490 [1451] validation_0-mae:4128.81836 validation_1-mae:5984.70898 [1452] validation_0-mae:4127.78418 validation_1-mae:5984.75244 [1453] validation_0-mae:4127.10596 validation_1-mae:5984.86768 [1454] validation_0-mae:4127.05859 validation_1-mae:5984.95703 [1455] validation_0-mae:4125.15478 validation_1-mae:5985.07764 [1456] validation_0-mae:4124.48779 validation_1-mae:5985.47803 [1457] validation_0-mae:4123.96436 validation_1-mae:5985.60303 [1458] validation_0-mae:4123.15186 validation_1-mae:5985.36133 [1459] validation_0-mae:4122.77637 validation_1-mae:5985.29150 [1460] validation_0-mae:4121.87012 validation_1-mae:5985.76367 [1461] validation_0-mae:4120.69824 validation_1-mae:5986.35693 [1462] validation_0-mae:4120.05127 validation_1-mae:5986.09082 [1463] validation_0-mae:4118.97803 validation_1-mae:5985.81348 [1464] validation_0-mae:4117.83154 validation_1-mae:5985.94971 [1465] validation_0-mae:4116.77783 validation_1-mae:5986.71728 [1466] validation_0-mae:4115.79150 validation_1-mae:5986.67334 [1467] validation_0-mae:4115.03223 validation_1-mae:5986.57812 [1468] validation_0-mae:4114.38623 validation_1-mae:5986.19580 [1469] validation_0-mae:4113.92090 validation_1-mae:5986.36084 [1470] validation_0-mae:4113.05957 validation_1-mae:5986.23193 [1471] validation_0-mae:4112.25439 validation_1-mae:5986.68603 [1472] validation_0-mae:4110.52881 validation_1-mae:5986.36719 [1473] validation_0-mae:4109.59912 validation_1-mae:5986.49658 [1474] validation_0-mae:4108.01709 validation_1-mae:5986.93066 [1475] validation_0-mae:4107.33057 validation_1-mae:5986.88037 [1476] validation_0-mae:4106.35596 validation_1-mae:5987.05713 [1477] validation_0-mae:4105.85791 validation_1-mae:5986.95557 [1478] validation_0-mae:4105.27393 validation_1-mae:5986.81592 [1479] validation_0-mae:4104.19385 validation_1-mae:5986.71533 [1480] validation_0-mae:4103.26367 validation_1-mae:5986.46387 [1481] validation_0-mae:4102.93066 validation_1-mae:5986.82959 [1482] validation_0-mae:4102.33789 validation_1-mae:5986.71387 [1483] validation_0-mae:4101.46680 validation_1-mae:5986.59180 [1484] validation_0-mae:4100.86426 validation_1-mae:5986.42529 [1485] validation_0-mae:4099.88721 validation_1-mae:5986.30176 [1486] validation_0-mae:4099.50879 validation_1-mae:5986.31885 [1487] validation_0-mae:4099.34717 validation_1-mae:5986.32861 [1488] validation_0-mae:4098.65967 validation_1-mae:5986.06836 [1489] validation_0-mae:4098.09228 validation_1-mae:5985.99609 [1490] validation_0-mae:4097.12012 validation_1-mae:5985.64795 [1491] validation_0-mae:4096.73730 validation_1-mae:5985.50439 [1492] validation_0-mae:4096.22949 validation_1-mae:5985.33984 [1493] validation_0-mae:4095.91504 validation_1-mae:5985.42090 [1494] validation_0-mae:4095.28980 validation_1-mae:5985.13965 [1495] validation_0-mae:4094.46460 validation_1-mae:5985.08496 [1496] validation_0-mae:4093.73486 validation_1-mae:5985.28467 [1497] validation_0-mae:4092.86377 validation_1-mae:5985.34619 [1498] validation_0-mae:4091.56152 validation_1-mae:5984.78760 [1499] validation_0-mae:4090.17944 validation_1-mae:5984.65723 [1500] validation_0-mae:4089.04199 validation_1-mae:5984.41846 [1501] validation_0-mae:4087.79126 validation_1-mae:5984.58496 [1502] validation_0-mae:4086.45337 validation_1-mae:5984.60840 [1503] validation_0-mae:4085.23633 validation_1-mae:5984.82812 [1504] validation_0-mae:4084.62744 validation_1-mae:5984.65869 [1505] validation_0-mae:4083.75195 validation_1-mae:5984.54932 [1506] validation_0-mae:4082.46167 validation_1-mae:5984.67090 [1507] validation_0-mae:4081.81641 validation_1-mae:5984.82031 [1508] validation_0-mae:4080.99243 validation_1-mae:5984.93555 [1509] validation_0-mae:4079.15552 validation_1-mae:5984.65332 [1510] validation_0-mae:4077.87183 validation_1-mae:5984.34277 [1511] validation_0-mae:4077.30664 validation_1-mae:5983.99756 [1512] validation_0-mae:4076.55542 validation_1-mae:5984.15283 [1513] validation_0-mae:4075.81860 validation_1-mae:5984.39697 [1514] validation_0-mae:4074.89185 validation_1-mae:5984.37109 [1515] validation_0-mae:4073.19800 validation_1-mae:5983.67236 [1516] validation_0-mae:4072.14478 validation_1-mae:5983.53662 [1517] validation_0-mae:4070.87036 validation_1-mae:5983.23828 [1518] validation_0-mae:4069.34009 validation_1-mae:5983.42139 [1519] validation_0-mae:4068.92090 validation_1-mae:5983.53662 [1520] validation_0-mae:4068.18701 validation_1-mae:5983.15478 [1521] validation_0-mae:4067.88037 validation_1-mae:5983.71045 [1522] validation_0-mae:4067.12036 validation_1-mae:5983.41553 [1523] validation_0-mae:4066.01880 validation_1-mae:5983.83887 [1524] validation_0-mae:4065.23804 validation_1-mae:5983.87549 [1525] validation_0-mae:4064.78003 validation_1-mae:5983.78906 [1526] validation_0-mae:4064.23144 validation_1-mae:5983.98779 [1527] validation_0-mae:4063.50342 validation_1-mae:5984.16455 [1528] validation_0-mae:4062.92993 validation_1-mae:5984.38232 [1529] validation_0-mae:4061.66724 validation_1-mae:5984.30664 [1530] validation_0-mae:4060.82739 validation_1-mae:5984.69141 [1531] validation_0-mae:4059.83594 validation_1-mae:5985.11279 [1532] validation_0-mae:4059.19043 validation_1-mae:5984.60254 [1533] validation_0-mae:4058.40186 validation_1-mae:5984.38818 [1534] validation_0-mae:4057.49316 validation_1-mae:5984.29590 [1535] validation_0-mae:4056.76856 validation_1-mae:5984.32275 [1536] validation_0-mae:4056.14966 validation_1-mae:5984.38037 [1537] validation_0-mae:4055.60620 validation_1-mae:5984.59619 [1538] validation_0-mae:4054.57178 validation_1-mae:5984.97412 [1539] validation_0-mae:4054.08057 validation_1-mae:5984.79102 [1540] validation_0-mae:4053.35059 validation_1-mae:5984.75928 [1541] validation_0-mae:4052.94653 validation_1-mae:5984.60596 [1542] validation_0-mae:4052.38428 validation_1-mae:5984.43262 [1543] validation_0-mae:4051.71753 validation_1-mae:5984.28662 [1544] validation_0-mae:4051.29614 validation_1-mae:5984.00488 [1545] validation_0-mae:4050.85986 validation_1-mae:5983.96728 [1546] validation_0-mae:4049.87915 validation_1-mae:5983.76270 [1547] validation_0-mae:4049.42822 validation_1-mae:5983.76465 [1548] validation_0-mae:4049.26172 validation_1-mae:5983.80859 [1549] validation_0-mae:4048.48291 validation_1-mae:5983.84912 [1550] validation_0-mae:4047.56470 validation_1-mae:5984.00586 [1551] validation_0-mae:4047.00708 validation_1-mae:5983.90186 [1552] validation_0-mae:4046.47070 validation_1-mae:5983.93213 [1553] validation_0-mae:4046.19092 validation_1-mae:5983.84619 [1554] validation_0-mae:4046.15356 validation_1-mae:5983.86865 [1555] validation_0-mae:4046.09717 validation_1-mae:5983.83887 [1556] validation_0-mae:4045.50439 validation_1-mae:5983.91748 [1557] validation_0-mae:4044.55249 validation_1-mae:5983.44873 [1558] validation_0-mae:4044.13794 validation_1-mae:5983.35059 [1559] validation_0-mae:4043.31323 validation_1-mae:5983.21826 [1560] validation_0-mae:4042.71704 validation_1-mae:5983.11914 [1561] validation_0-mae:4041.99634 validation_1-mae:5983.27637 [1562] validation_0-mae:4040.85474 validation_1-mae:5982.79883 [1563] validation_0-mae:4039.85474 validation_1-mae:5982.48926 [1564] validation_0-mae:4038.71143 validation_1-mae:5982.39551 [1565] validation_0-mae:4037.90210 validation_1-mae:5982.58691 [1566] validation_0-mae:4037.43628 validation_1-mae:5982.67529 [1567] validation_0-mae:4037.03296 validation_1-mae:5982.77344 [1568] validation_0-mae:4036.58057 validation_1-mae:5982.50879 [1569] validation_0-mae:4035.94946 validation_1-mae:5982.59180 [1570] validation_0-mae:4035.04883 validation_1-mae:5982.90967 [1571] validation_0-mae:4034.40137 validation_1-mae:5983.22998 [1572] validation_0-mae:4034.27246 validation_1-mae:5983.22705 [1573] validation_0-mae:4033.45801 validation_1-mae:5983.05664 [1574] validation_0-mae:4032.61572 validation_1-mae:5983.42334 [1575] validation_0-mae:4032.05518 validation_1-mae:5983.51611 [1576] validation_0-mae:4031.12256 validation_1-mae:5983.27783 [1577] validation_0-mae:4030.59888 validation_1-mae:5983.30518 [1578] validation_0-mae:4029.77075 validation_1-mae:5982.96680 [1579] validation_0-mae:4028.90039 validation_1-mae:5983.20801 [1580] validation_0-mae:4028.54102 validation_1-mae:5982.92383 [1581] validation_0-mae:4028.14941 validation_1-mae:5982.75586 [1582] validation_0-mae:4027.63208 validation_1-mae:5982.73096 [1583] validation_0-mae:4027.11231 validation_1-mae:5982.67334 [1584] validation_0-mae:4026.22241 validation_1-mae:5982.55029 [1585] validation_0-mae:4025.72046 validation_1-mae:5982.50000 [1586] validation_0-mae:4024.16235 validation_1-mae:5981.49658 [1587] validation_0-mae:4023.43872 validation_1-mae:5981.45557 [1588] validation_0-mae:4022.41455 validation_1-mae:5981.71484 [1589] validation_0-mae:4022.06274 validation_1-mae:5981.83740 [1590] validation_0-mae:4021.17188 validation_1-mae:5981.91943 [1591] validation_0-mae:4020.47559 validation_1-mae:5982.21777 [1592] validation_0-mae:4019.88989 validation_1-mae:5981.93164 [1593] validation_0-mae:4019.16064 validation_1-mae:5981.77881 [1594] validation_0-mae:4018.62158 validation_1-mae:5981.70801 [1595] validation_0-mae:4018.36865 validation_1-mae:5981.72217 [1596] validation_0-mae:4017.58154 validation_1-mae:5981.45996 [1597] validation_0-mae:4017.00562 validation_1-mae:5981.67676 [1598] validation_0-mae:4016.13647 validation_1-mae:5981.82812 [1599] validation_0-mae:4015.57227 validation_1-mae:5981.39844 [1600] validation_0-mae:4015.14062 validation_1-mae:5981.22900 [1601] validation_0-mae:4014.54517 validation_1-mae:5981.09961 [1602] validation_0-mae:4013.85864 validation_1-mae:5981.09668 [1603] validation_0-mae:4013.44434 validation_1-mae:5981.29736 [1604] validation_0-mae:4012.82886 validation_1-mae:5981.10645 [1605] validation_0-mae:4011.87524 validation_1-mae:5981.58105 [1606] validation_0-mae:4011.03687 validation_1-mae:5981.38281 [1607] validation_0-mae:4009.55737 validation_1-mae:5981.72998 [1608] validation_0-mae:4008.84082 validation_1-mae:5981.82568 [1609] validation_0-mae:4007.89917 validation_1-mae:5981.78760 [1610] validation_0-mae:4007.18872 validation_1-mae:5981.39453 [1611] validation_0-mae:4006.29663 validation_1-mae:5981.23584 [1612] validation_0-mae:4004.49976 validation_1-mae:5981.55225 [1613] validation_0-mae:4003.32007 validation_1-mae:5982.34668 [1614] validation_0-mae:4002.21191 validation_1-mae:5982.52588 [1615] validation_0-mae:4001.59790 validation_1-mae:5982.62793 [1616] validation_0-mae:4001.05957 validation_1-mae:5982.67871 [1617] validation_0-mae:4000.25171 validation_1-mae:5982.48291 [1618] validation_0-mae:3998.61206 validation_1-mae:5982.39404 [1619] validation_0-mae:3998.20312 validation_1-mae:5982.26172 [1620] validation_0-mae:3997.10132 validation_1-mae:5982.04492 [1621] validation_0-mae:3996.39770 validation_1-mae:5982.31445 [1622] validation_0-mae:3995.77905 validation_1-mae:5981.95850 [1623] validation_0-mae:3994.84521 validation_1-mae:5982.08740 [1624] validation_0-mae:3994.06689 validation_1-mae:5981.87402 [1625] validation_0-mae:3993.34790 validation_1-mae:5981.95703 [1626] validation_0-mae:3992.82983 validation_1-mae:5982.26953 [1627] validation_0-mae:3992.21094 validation_1-mae:5982.16309 [1628] validation_0-mae:3991.22339 validation_1-mae:5982.08252 [1629] validation_0-mae:3990.10303 validation_1-mae:5982.58203 [1630] validation_0-mae:3988.75342 validation_1-mae:5982.25098 [1631] validation_0-mae:3988.10205 validation_1-mae:5982.44092 [1632] validation_0-mae:3987.20776 validation_1-mae:5982.52881 [1633] validation_0-mae:3986.34937 validation_1-mae:5982.42871 [1634] validation_0-mae:3985.90063 validation_1-mae:5982.50928 [1635] validation_0-mae:3985.49097 validation_1-mae:5982.51562 [1636] validation_0-mae:3984.63696 validation_1-mae:5982.53760 [1637] validation_0-mae:3984.28125 validation_1-mae:5982.35449 [1638] validation_0-mae:3983.46167 validation_1-mae:5982.16016 [1639] validation_0-mae:3982.24487 validation_1-mae:5982.63232 [1640] validation_0-mae:3981.26123 validation_1-mae:5983.51611 [1641] validation_0-mae:3980.30713 validation_1-mae:5983.54688 [1642] validation_0-mae:3978.92285 validation_1-mae:5983.96240 [1643] validation_0-mae:3977.59155 validation_1-mae:5984.09912 [1644] validation_0-mae:3977.12646 validation_1-mae:5984.14453 [1645] validation_0-mae:3976.07007 validation_1-mae:5984.66309 [1646] validation_0-mae:3975.32690 validation_1-mae:5985.02637 [1647] validation_0-mae:3974.72607 validation_1-mae:5984.78613 [1648] validation_0-mae:3973.77393 validation_1-mae:5984.86426 [1649] validation_0-mae:3972.71973 validation_1-mae:5984.31103 [1650] validation_0-mae:3972.18604 validation_1-mae:5984.12402 [1651] validation_0-mae:3971.72900 validation_1-mae:5984.07568 [1652] validation_0-mae:3970.95923 validation_1-mae:5983.72656 [1653] validation_0-mae:3969.90430 validation_1-mae:5983.71387 [1654] validation_0-mae:3968.82153 validation_1-mae:5983.79199 [1655] validation_0-mae:3968.26318 validation_1-mae:5983.74023 [1656] validation_0-mae:3967.60669 validation_1-mae:5984.09473 [1657] validation_0-mae:3967.56372 validation_1-mae:5984.12158 [1658] validation_0-mae:3966.69971 validation_1-mae:5983.82520 [1659] validation_0-mae:3965.29443 validation_1-mae:5983.64307 [1660] validation_0-mae:3964.65771 validation_1-mae:5983.46143 [1661] validation_0-mae:3963.61768 validation_1-mae:5983.57617 [1662] validation_0-mae:3963.11353 validation_1-mae:5983.48193 [1663] validation_0-mae:3963.08228 validation_1-mae:5983.50049 [1664] validation_0-mae:3962.96655 validation_1-mae:5983.64648 [1665] validation_0-mae:3962.33203 validation_1-mae:5983.50000 [1666] validation_0-mae:3961.96509 validation_1-mae:5983.63818 [1667] validation_0-mae:3960.65283 validation_1-mae:5984.01270 [1668] validation_0-mae:3960.07593 validation_1-mae:5984.27246 [1669] validation_0-mae:3959.52734 validation_1-mae:5984.03272 [1670] validation_0-mae:3958.80566 validation_1-mae:5984.14209 [1671] validation_0-mae:3957.53052 validation_1-mae:5983.81055 [1672] validation_0-mae:3956.27197 validation_1-mae:5983.97803 [1673] validation_0-mae:3956.03223 validation_1-mae:5983.92188 [1674] validation_0-mae:3955.90308 validation_1-mae:5984.00098 [1675] validation_0-mae:3955.84106 validation_1-mae:5984.11426 [1676] validation_0-mae:3955.22583 validation_1-mae:5983.80420 [1677] validation_0-mae:3954.64404 validation_1-mae:5983.81592 [1678] validation_0-mae:3953.97437 validation_1-mae:5984.06201 [1679] validation_0-mae:3953.40723 validation_1-mae:5983.88135 [1680] validation_0-mae:3952.83276 validation_1-mae:5983.90576 [1681] validation_0-mae:3952.02686 validation_1-mae:5983.62695 [1682] validation_0-mae:3950.76074 validation_1-mae:5984.07373 [1683] validation_0-mae:3950.30786 validation_1-mae:5984.05811 [1684] validation_0-mae:3949.21313 validation_1-mae:5984.34277 [1685] validation_0-mae:3948.34302 validation_1-mae:5984.54297 [1686] validation_0-mae:3947.83765 validation_1-mae:5984.41943 [1687] validation_0-mae:3946.91870 validation_1-mae:5984.84375 [1688] validation_0-mae:3946.08032 validation_1-mae:5985.14111 [1689] validation_0-mae:3945.84717 validation_1-mae:5985.16309 [1690] validation_0-mae:3944.45459 validation_1-mae:5986.13477 [1691] validation_0-mae:3944.29688 validation_1-mae:5986.14111 [1692] validation_0-mae:3943.74976 validation_1-mae:5986.00439 [1693] validation_0-mae:3943.25220 validation_1-mae:5985.66504 [1694] validation_0-mae:3942.87280 validation_1-mae:5985.72607 [1695] validation_0-mae:3942.47974 validation_1-mae:5986.02295 [1696] validation_0-mae:3940.98804 validation_1-mae:5986.96728 [1697] validation_0-mae:3940.23657 validation_1-mae:5987.11914 [1698] validation_0-mae:3940.07886 validation_1-mae:5987.16943 [1699] validation_0-mae:3939.70019 validation_1-mae:5987.06982 Dropping: benzy [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.48926 validation_1-mae:12166.27734 [10] validation_0-mae:11563.48633 validation_1-mae:11350.14941 [11] validation_0-mae:10874.35449 validation_1-mae:10668.20312 [12] validation_0-mae:10304.22559 validation_1-mae:10106.40430 [13] validation_0-mae:9819.97266 validation_1-mae:9626.64160 [14] validation_0-mae:9418.90723 validation_1-mae:9236.01562 [15] validation_0-mae:9084.42871 validation_1-mae:8908.56348 [16] validation_0-mae:8802.77539 validation_1-mae:8637.14648 [17] validation_0-mae:8567.60449 validation_1-mae:8412.74902 [18] validation_0-mae:8374.79199 validation_1-mae:8224.59863 [19] validation_0-mae:8212.02637 validation_1-mae:8071.67285 [20] validation_0-mae:8069.30518 validation_1-mae:7940.59717 [21] validation_0-mae:7944.92822 validation_1-mae:7832.64258 [22] validation_0-mae:7846.78809 validation_1-mae:7746.47070 [23] validation_0-mae:7760.62500 validation_1-mae:7677.28174 [24] validation_0-mae:7676.86182 validation_1-mae:7598.93213 [25] validation_0-mae:7604.31982 validation_1-mae:7535.60645 [26] validation_0-mae:7548.89355 validation_1-mae:7488.75879 [27] validation_0-mae:7488.62891 validation_1-mae:7434.53809 [28] validation_0-mae:7439.37939 validation_1-mae:7393.45557 [29] validation_0-mae:7397.19824 validation_1-mae:7359.27637 [30] validation_0-mae:7361.44873 validation_1-mae:7328.63818 [31] validation_0-mae:7320.88623 validation_1-mae:7292.13770 [32] validation_0-mae:7292.39160 validation_1-mae:7274.66260 [33] validation_0-mae:7264.09961 validation_1-mae:7253.59814 [34] validation_0-mae:7233.81738 validation_1-mae:7233.62451 [35] validation_0-mae:7202.35254 validation_1-mae:7208.73291 [36] validation_0-mae:7185.10254 validation_1-mae:7195.31738 [37] validation_0-mae:7167.63867 validation_1-mae:7184.90967 [38] validation_0-mae:7142.20312 validation_1-mae:7163.41846 [39] validation_0-mae:7120.82568 validation_1-mae:7146.26074 [40] validation_0-mae:7103.00928 validation_1-mae:7135.90918 [41] validation_0-mae:7086.81738 validation_1-mae:7123.50391 [42] validation_0-mae:7069.75879 validation_1-mae:7112.75781 [43] validation_0-mae:7049.71094 validation_1-mae:7098.94629 [44] validation_0-mae:7033.69287 validation_1-mae:7085.88330 [45] validation_0-mae:7014.76611 validation_1-mae:7072.74609 [46] validation_0-mae:6998.55566 validation_1-mae:7062.56641 [47] validation_0-mae:6975.03076 validation_1-mae:7043.78564 [48] validation_0-mae:6963.79736 validation_1-mae:7035.13281 [49] validation_0-mae:6944.66797 validation_1-mae:7020.69873 [50] validation_0-mae:6920.66309 validation_1-mae:7005.29541 [51] validation_0-mae:6908.85303 validation_1-mae:6996.07275 [52] validation_0-mae:6890.51611 validation_1-mae:6984.13574 [53] validation_0-mae:6871.32178 validation_1-mae:6967.39600 [54] validation_0-mae:6856.89551 validation_1-mae:6954.73975 [55] validation_0-mae:6846.20020 validation_1-mae:6948.30811 [56] validation_0-mae:6826.03369 validation_1-mae:6931.61768 [57] validation_0-mae:6813.08887 validation_1-mae:6923.04590 [58] validation_0-mae:6803.92676 validation_1-mae:6916.62451 [59] validation_0-mae:6786.95166 validation_1-mae:6908.59961 [60] validation_0-mae:6774.25098 validation_1-mae:6898.02881 [61] validation_0-mae:6760.61670 validation_1-mae:6887.29004 [62] validation_0-mae:6749.78564 validation_1-mae:6880.61719 [63] validation_0-mae:6734.37939 validation_1-mae:6868.16455 [64] validation_0-mae:6721.92432 validation_1-mae:6857.43066 [65] validation_0-mae:6710.24609 validation_1-mae:6848.65332 [66] validation_0-mae:6696.86865 validation_1-mae:6834.94922 [67] validation_0-mae:6686.90674 validation_1-mae:6828.90186 [68] validation_0-mae:6674.70361 validation_1-mae:6818.71436 [69] validation_0-mae:6667.93115 validation_1-mae:6811.93603 [70] validation_0-mae:6656.05273 validation_1-mae:6804.31201 [71] validation_0-mae:6641.67285 validation_1-mae:6797.00732 [72] validation_0-mae:6628.61865 validation_1-mae:6786.95312 [73] validation_0-mae:6619.22412 validation_1-mae:6778.66064 [74] validation_0-mae:6607.46973 validation_1-mae:6771.16553 [75] validation_0-mae:6598.88135 validation_1-mae:6767.88379 [76] validation_0-mae:6592.45264 validation_1-mae:6761.17383 [77] validation_0-mae:6582.18897 validation_1-mae:6753.70801 [78] validation_0-mae:6570.43603 validation_1-mae:6743.33252 [79] validation_0-mae:6560.45898 validation_1-mae:6739.99707 [80] validation_0-mae:6552.65283 validation_1-mae:6735.78467 [81] validation_0-mae:6543.96728 validation_1-mae:6730.28613 [82] validation_0-mae:6534.41943 validation_1-mae:6721.60742 [83] validation_0-mae:6529.39404 validation_1-mae:6718.88965 [84] validation_0-mae:6518.14502 validation_1-mae:6711.66699 [85] validation_0-mae:6510.33203 validation_1-mae:6707.97705 [86] validation_0-mae:6502.56641 validation_1-mae:6701.55908 [87] validation_0-mae:6494.34766 validation_1-mae:6697.28809 [88] validation_0-mae:6486.73633 validation_1-mae:6691.76611 [89] validation_0-mae:6479.99609 validation_1-mae:6686.87305 [90] validation_0-mae:6468.80322 validation_1-mae:6680.59522 [91] validation_0-mae:6459.63672 validation_1-mae:6674.10986 [92] validation_0-mae:6450.95752 validation_1-mae:6666.93018 [93] validation_0-mae:6442.36084 validation_1-mae:6661.08105 [94] validation_0-mae:6433.15381 validation_1-mae:6654.05664 [95] validation_0-mae:6428.97022 validation_1-mae:6652.70996 [96] validation_0-mae:6421.99756 validation_1-mae:6650.96533 [97] validation_0-mae:6416.21680 validation_1-mae:6646.01270 [98] validation_0-mae:6412.98584 validation_1-mae:6643.76660 [99] validation_0-mae:6408.85059 validation_1-mae:6641.74512 [100] validation_0-mae:6403.73975 validation_1-mae:6637.76562 [101] validation_0-mae:6396.61523 validation_1-mae:6632.89062 [102] validation_0-mae:6388.87353 validation_1-mae:6628.84570 [103] validation_0-mae:6379.72705 validation_1-mae:6625.59619 [104] validation_0-mae:6373.68945 validation_1-mae:6620.78906 [105] validation_0-mae:6365.57910 validation_1-mae:6615.43311 [106] validation_0-mae:6360.19775 validation_1-mae:6613.33594 [107] validation_0-mae:6357.27539 validation_1-mae:6611.39355 [108] validation_0-mae:6354.47070 validation_1-mae:6609.40967 [109] validation_0-mae:6342.96582 validation_1-mae:6599.66748 [110] validation_0-mae:6335.96777 validation_1-mae:6594.37012 [111] validation_0-mae:6331.36328 validation_1-mae:6591.52246 [112] validation_0-mae:6325.20605 validation_1-mae:6587.65723 [113] validation_0-mae:6321.50439 validation_1-mae:6583.98047 [114] validation_0-mae:6317.46094 validation_1-mae:6582.06982 [115] validation_0-mae:6305.79883 validation_1-mae:6572.20020 [116] validation_0-mae:6301.34180 validation_1-mae:6569.80713 [117] validation_0-mae:6292.88916 validation_1-mae:6564.40430 [118] validation_0-mae:6287.93555 validation_1-mae:6561.82324 [119] validation_0-mae:6281.49756 validation_1-mae:6559.03320 [120] validation_0-mae:6277.75732 validation_1-mae:6558.18555 [121] validation_0-mae:6273.48633 validation_1-mae:6554.56445 [122] validation_0-mae:6267.87256 validation_1-mae:6551.67920 [123] validation_0-mae:6264.33057 validation_1-mae:6549.55127 [124] validation_0-mae:6259.31201 validation_1-mae:6546.66455 [125] validation_0-mae:6251.76416 validation_1-mae:6540.66113 [126] validation_0-mae:6246.94287 validation_1-mae:6536.09228 [127] validation_0-mae:6245.65381 validation_1-mae:6535.56250 [128] validation_0-mae:6240.47070 validation_1-mae:6533.65478 [129] validation_0-mae:6235.39014 validation_1-mae:6530.91406 [130] validation_0-mae:6229.75147 validation_1-mae:6528.34033 [131] validation_0-mae:6224.78125 validation_1-mae:6525.73828 [132] validation_0-mae:6220.36426 validation_1-mae:6523.57275 [133] validation_0-mae:6214.97070 validation_1-mae:6519.02246 [134] validation_0-mae:6209.68457 validation_1-mae:6515.37305 [135] validation_0-mae:6207.34326 validation_1-mae:6514.31299 [136] validation_0-mae:6202.48535 validation_1-mae:6511.47656 [137] validation_0-mae:6197.77734 validation_1-mae:6509.54785 [138] validation_0-mae:6194.65820 validation_1-mae:6507.13672 [139] validation_0-mae:6188.73633 validation_1-mae:6503.04688 [140] validation_0-mae:6182.89600 validation_1-mae:6498.71777 [141] validation_0-mae:6177.08838 validation_1-mae:6495.11621 [142] validation_0-mae:6173.52734 validation_1-mae:6495.16406 [143] validation_0-mae:6172.13721 validation_1-mae:6494.54639 [144] validation_0-mae:6166.37647 validation_1-mae:6491.43701 [145] validation_0-mae:6161.08643 validation_1-mae:6487.80029 [146] validation_0-mae:6159.50342 validation_1-mae:6487.87842 [147] validation_0-mae:6154.73682 validation_1-mae:6485.14844 [148] validation_0-mae:6151.23291 validation_1-mae:6483.48779 [149] validation_0-mae:6148.12012 validation_1-mae:6482.25293 [150] validation_0-mae:6140.99365 validation_1-mae:6476.22998 [151] validation_0-mae:6136.50195 validation_1-mae:6473.80762 [152] validation_0-mae:6128.10352 validation_1-mae:6467.60938 [153] validation_0-mae:6124.73242 validation_1-mae:6465.73828 [154] validation_0-mae:6121.39795 validation_1-mae:6463.89600 [155] validation_0-mae:6118.51709 validation_1-mae:6463.50977 [156] validation_0-mae:6114.61377 validation_1-mae:6462.34814 [157] validation_0-mae:6111.80127 validation_1-mae:6460.95557 [158] validation_0-mae:6107.79297 validation_1-mae:6457.79102 [159] validation_0-mae:6104.83936 validation_1-mae:6455.99902 [160] validation_0-mae:6099.85107 validation_1-mae:6454.06982 [161] validation_0-mae:6097.07715 validation_1-mae:6453.84668 [162] validation_0-mae:6090.87305 validation_1-mae:6447.88086 [163] validation_0-mae:6086.59912 validation_1-mae:6444.59863 [164] validation_0-mae:6082.57129 validation_1-mae:6441.84326 [165] validation_0-mae:6079.91553 validation_1-mae:6439.24219 [166] validation_0-mae:6075.47998 validation_1-mae:6436.89160 [167] validation_0-mae:6072.83301 validation_1-mae:6435.93506 [168] validation_0-mae:6069.92383 validation_1-mae:6435.61963 [169] validation_0-mae:6066.32178 validation_1-mae:6434.17334 [170] validation_0-mae:6063.40234 validation_1-mae:6433.12647 [171] validation_0-mae:6058.54004 validation_1-mae:6431.02393 [172] validation_0-mae:6053.72705 validation_1-mae:6427.39160 [173] validation_0-mae:6052.82324 validation_1-mae:6427.79102 [174] validation_0-mae:6048.00049 validation_1-mae:6425.91406 [175] validation_0-mae:6044.68164 validation_1-mae:6425.58008 [176] validation_0-mae:6042.96045 validation_1-mae:6424.73047 [177] validation_0-mae:6036.37988 validation_1-mae:6421.07422 [178] validation_0-mae:6033.98291 validation_1-mae:6420.32129 [179] validation_0-mae:6029.11523 validation_1-mae:6418.75049 [180] validation_0-mae:6024.45508 validation_1-mae:6415.21973 [181] validation_0-mae:6021.50635 validation_1-mae:6413.80811 [182] validation_0-mae:6017.84131 validation_1-mae:6411.24853 [183] validation_0-mae:6014.40527 validation_1-mae:6410.28809 [184] validation_0-mae:6009.73438 validation_1-mae:6406.92383 [185] validation_0-mae:6008.14990 validation_1-mae:6406.19434 [186] validation_0-mae:6003.77051 validation_1-mae:6404.72266 [187] validation_0-mae:6000.25147 validation_1-mae:6403.04785 [188] validation_0-mae:5997.90723 validation_1-mae:6402.52832 [189] validation_0-mae:5994.24268 validation_1-mae:6400.64746 [190] validation_0-mae:5991.38574 validation_1-mae:6399.34473 [191] validation_0-mae:5988.11865 validation_1-mae:6398.76074 [192] validation_0-mae:5983.34131 validation_1-mae:6397.00098 [193] validation_0-mae:5975.83691 validation_1-mae:6392.70850 [194] validation_0-mae:5973.06299 validation_1-mae:6391.46680 [195] validation_0-mae:5971.76514 validation_1-mae:6390.94336 [196] validation_0-mae:5969.79785 validation_1-mae:6389.73535 [197] validation_0-mae:5965.01416 validation_1-mae:6385.79297 [198] validation_0-mae:5961.35059 validation_1-mae:6384.05225 [199] validation_0-mae:5958.40674 validation_1-mae:6382.64648 [200] validation_0-mae:5955.00635 validation_1-mae:6381.71777 [201] validation_0-mae:5952.48438 validation_1-mae:6380.27197 [202] validation_0-mae:5949.76660 validation_1-mae:6378.87549 [203] validation_0-mae:5943.87158 validation_1-mae:6375.59570 [204] validation_0-mae:5939.76904 validation_1-mae:6373.20459 [205] validation_0-mae:5938.73584 validation_1-mae:6373.33984 [206] validation_0-mae:5935.82275 validation_1-mae:6371.11719 [207] validation_0-mae:5933.19971 validation_1-mae:6370.51221 [208] validation_0-mae:5930.44678 validation_1-mae:6369.26025 [209] validation_0-mae:5927.96240 validation_1-mae:6369.23926 [210] validation_0-mae:5926.05859 validation_1-mae:6367.75098 [211] validation_0-mae:5924.42676 validation_1-mae:6367.10352 [212] validation_0-mae:5921.25147 validation_1-mae:6365.62353 [213] validation_0-mae:5918.08594 validation_1-mae:6366.18164 [214] validation_0-mae:5916.74414 validation_1-mae:6366.07080 [215] validation_0-mae:5914.61182 validation_1-mae:6365.43164 [216] validation_0-mae:5910.48828 validation_1-mae:6364.22119 [217] validation_0-mae:5906.73633 validation_1-mae:6363.09375 [218] validation_0-mae:5904.48047 validation_1-mae:6361.77295 [219] validation_0-mae:5902.87744 validation_1-mae:6360.70166 [220] validation_0-mae:5898.80811 validation_1-mae:6358.08252 [221] validation_0-mae:5895.44824 validation_1-mae:6356.80322 [222] validation_0-mae:5892.59473 validation_1-mae:6354.33301 [223] validation_0-mae:5889.68701 validation_1-mae:6353.62256 [224] validation_0-mae:5886.87256 validation_1-mae:6351.92139 [225] validation_0-mae:5885.43555 validation_1-mae:6351.53418 [226] validation_0-mae:5882.70361 validation_1-mae:6351.36523 [227] validation_0-mae:5880.27881 validation_1-mae:6351.19287 [228] validation_0-mae:5878.70215 validation_1-mae:6350.67676 [229] validation_0-mae:5875.21973 validation_1-mae:6350.15186 [230] validation_0-mae:5873.65723 validation_1-mae:6350.20117 [231] validation_0-mae:5871.50488 validation_1-mae:6348.98047 [232] validation_0-mae:5867.15381 validation_1-mae:6347.00928 [233] validation_0-mae:5865.44873 validation_1-mae:6346.58057 [234] validation_0-mae:5864.77490 validation_1-mae:6346.49023 [235] validation_0-mae:5862.49512 validation_1-mae:6345.57715 [236] validation_0-mae:5859.37793 validation_1-mae:6344.80322 [237] validation_0-mae:5855.07422 validation_1-mae:6342.77393 [238] validation_0-mae:5852.14258 validation_1-mae:6341.02930 [239] validation_0-mae:5851.10107 validation_1-mae:6339.95947 [240] validation_0-mae:5846.67383 validation_1-mae:6337.40478 [241] validation_0-mae:5843.19922 validation_1-mae:6335.92041 [242] validation_0-mae:5840.17285 validation_1-mae:6334.53711 [243] validation_0-mae:5837.20459 validation_1-mae:6334.32959 [244] validation_0-mae:5835.02002 validation_1-mae:6332.75781 [245] validation_0-mae:5832.43066 validation_1-mae:6331.68408 [246] validation_0-mae:5830.70459 validation_1-mae:6330.76416 [247] validation_0-mae:5828.41357 validation_1-mae:6329.46240 [248] validation_0-mae:5825.75732 validation_1-mae:6329.41650 [249] validation_0-mae:5824.62402 validation_1-mae:6329.62549 [250] validation_0-mae:5822.92725 validation_1-mae:6329.41797 [251] validation_0-mae:5818.79199 validation_1-mae:6326.97559 [252] validation_0-mae:5816.42725 validation_1-mae:6326.82080 [253] validation_0-mae:5814.09033 validation_1-mae:6325.57812 [254] validation_0-mae:5811.71387 validation_1-mae:6324.96289 [255] validation_0-mae:5808.73389 validation_1-mae:6323.92676 [256] validation_0-mae:5805.12744 validation_1-mae:6323.08691 [257] validation_0-mae:5802.65820 validation_1-mae:6321.95459 [258] validation_0-mae:5800.38916 validation_1-mae:6320.75049 [259] validation_0-mae:5798.07861 validation_1-mae:6320.78125 [260] validation_0-mae:5793.33350 validation_1-mae:6317.69189 [261] validation_0-mae:5789.83057 validation_1-mae:6315.83496 [262] validation_0-mae:5788.88623 validation_1-mae:6315.52246 [263] validation_0-mae:5788.02148 validation_1-mae:6315.01562 [264] validation_0-mae:5786.81738 validation_1-mae:6315.62353 [265] validation_0-mae:5783.73047 validation_1-mae:6314.01709 [266] validation_0-mae:5779.75635 validation_1-mae:6313.79980 [267] validation_0-mae:5776.21094 validation_1-mae:6312.65137 [268] validation_0-mae:5774.01611 validation_1-mae:6311.80859 [269] validation_0-mae:5767.15625 validation_1-mae:6307.28857 [270] validation_0-mae:5764.85693 validation_1-mae:6306.90967 [271] validation_0-mae:5760.30176 validation_1-mae:6305.67822 [272] validation_0-mae:5759.16846 validation_1-mae:6304.98975 [273] validation_0-mae:5757.87402 validation_1-mae:6305.02148 [274] validation_0-mae:5755.83105 validation_1-mae:6304.79639 [275] validation_0-mae:5751.88379 validation_1-mae:6303.76855 [276] validation_0-mae:5748.75537 validation_1-mae:6300.92725 [277] validation_0-mae:5747.92822 validation_1-mae:6300.95117 [278] validation_0-mae:5745.00928 validation_1-mae:6298.30420 [279] validation_0-mae:5742.48486 validation_1-mae:6297.26953 [280] validation_0-mae:5739.80664 validation_1-mae:6297.19629 [281] validation_0-mae:5738.99219 validation_1-mae:6297.58252 [282] validation_0-mae:5734.72461 validation_1-mae:6295.45215 [283] validation_0-mae:5729.77930 validation_1-mae:6292.52148 [284] validation_0-mae:5727.03369 validation_1-mae:6292.01367 [285] validation_0-mae:5725.35352 validation_1-mae:6291.52832 [286] validation_0-mae:5724.56738 validation_1-mae:6290.95850 [287] validation_0-mae:5723.22607 validation_1-mae:6290.20654 [288] validation_0-mae:5719.54492 validation_1-mae:6288.72363 [289] validation_0-mae:5713.48975 validation_1-mae:6286.07031 [290] validation_0-mae:5709.77783 validation_1-mae:6283.71338 [291] validation_0-mae:5706.57275 validation_1-mae:6282.34473 [292] validation_0-mae:5703.95947 validation_1-mae:6281.53564 [293] validation_0-mae:5701.03516 validation_1-mae:6281.02637 [294] validation_0-mae:5696.48486 validation_1-mae:6279.43799 [295] validation_0-mae:5694.48096 validation_1-mae:6278.79492 [296] validation_0-mae:5693.06445 validation_1-mae:6279.10400 [297] validation_0-mae:5692.38135 validation_1-mae:6278.50439 [298] validation_0-mae:5689.37207 validation_1-mae:6276.79102 [299] validation_0-mae:5687.18311 validation_1-mae:6276.19238 [300] validation_0-mae:5684.64941 validation_1-mae:6275.55371 [301] validation_0-mae:5678.77783 validation_1-mae:6271.01123 [302] validation_0-mae:5676.58398 validation_1-mae:6269.60889 [303] validation_0-mae:5674.74365 validation_1-mae:6269.77686 [304] validation_0-mae:5673.39600 validation_1-mae:6269.84326 [305] validation_0-mae:5670.69727 validation_1-mae:6267.31738 [306] validation_0-mae:5670.00391 validation_1-mae:6267.42480 [307] validation_0-mae:5669.01465 validation_1-mae:6267.05762 [308] validation_0-mae:5666.51221 validation_1-mae:6266.70801 [309] validation_0-mae:5661.56348 validation_1-mae:6263.36035 [310] validation_0-mae:5660.90332 validation_1-mae:6262.90186 [311] validation_0-mae:5658.20605 validation_1-mae:6260.62061 [312] validation_0-mae:5653.63037 validation_1-mae:6257.79297 [313] validation_0-mae:5650.17041 validation_1-mae:6256.72949 [314] validation_0-mae:5648.18066 validation_1-mae:6256.23779 [315] validation_0-mae:5646.49658 validation_1-mae:6256.04395 [316] validation_0-mae:5642.99365 validation_1-mae:6254.42529 [317] validation_0-mae:5640.38916 validation_1-mae:6253.82178 [318] validation_0-mae:5637.19580 validation_1-mae:6253.63135 [319] validation_0-mae:5635.40039 validation_1-mae:6253.18603 [320] validation_0-mae:5631.06250 validation_1-mae:6251.31738 [321] validation_0-mae:5628.19092 validation_1-mae:6250.04346 [322] validation_0-mae:5625.59277 validation_1-mae:6249.30566 [323] validation_0-mae:5624.10645 validation_1-mae:6248.62793 [324] validation_0-mae:5623.63086 validation_1-mae:6248.49805 [325] validation_0-mae:5622.91602 validation_1-mae:6248.58496 [326] validation_0-mae:5619.99756 validation_1-mae:6245.90625 [327] validation_0-mae:5619.28516 validation_1-mae:6245.47314 [328] validation_0-mae:5615.90234 validation_1-mae:6244.95312 [329] validation_0-mae:5614.93603 validation_1-mae:6244.76025 [330] validation_0-mae:5613.61865 validation_1-mae:6244.56836 [331] validation_0-mae:5609.66211 validation_1-mae:6244.84668 [332] validation_0-mae:5606.68701 validation_1-mae:6244.68262 [333] validation_0-mae:5605.22656 validation_1-mae:6243.69043 [334] validation_0-mae:5602.47217 validation_1-mae:6241.51465 [335] validation_0-mae:5599.90088 validation_1-mae:6240.97949 [336] validation_0-mae:5597.26172 validation_1-mae:6240.01611 [337] validation_0-mae:5594.89697 validation_1-mae:6239.48145 [338] validation_0-mae:5593.09863 validation_1-mae:6239.75586 [339] validation_0-mae:5591.19531 validation_1-mae:6238.30029 [340] validation_0-mae:5590.06738 validation_1-mae:6238.01465 [341] validation_0-mae:5587.50586 validation_1-mae:6236.44873 [342] validation_0-mae:5584.83691 validation_1-mae:6234.88867 [343] validation_0-mae:5582.30127 validation_1-mae:6234.72852 [344] validation_0-mae:5582.01123 validation_1-mae:6234.82471 [345] validation_0-mae:5578.62451 validation_1-mae:6233.27588 [346] validation_0-mae:5577.93897 validation_1-mae:6232.86426 [347] validation_0-mae:5575.35449 validation_1-mae:6231.75879 [348] validation_0-mae:5574.15576 validation_1-mae:6231.47900 [349] validation_0-mae:5572.73145 validation_1-mae:6231.54590 [350] validation_0-mae:5571.41064 validation_1-mae:6230.99316 [351] validation_0-mae:5569.60840 validation_1-mae:6229.92822 [352] validation_0-mae:5567.71338 validation_1-mae:6230.24268 [353] validation_0-mae:5565.74463 validation_1-mae:6230.49561 [354] validation_0-mae:5562.38330 validation_1-mae:6229.45703 [355] validation_0-mae:5556.36914 validation_1-mae:6227.66943 [356] validation_0-mae:5554.55469 validation_1-mae:6227.18701 [357] validation_0-mae:5553.71924 validation_1-mae:6226.75488 [358] validation_0-mae:5551.07373 validation_1-mae:6226.60986 [359] validation_0-mae:5547.95459 validation_1-mae:6225.55371 [360] validation_0-mae:5544.64990 validation_1-mae:6223.95557 [361] validation_0-mae:5543.68603 validation_1-mae:6223.27832 [362] validation_0-mae:5543.01172 validation_1-mae:6223.22168 [363] validation_0-mae:5542.00781 validation_1-mae:6223.83691 [364] validation_0-mae:5539.38379 validation_1-mae:6221.97705 [365] validation_0-mae:5538.61133 validation_1-mae:6221.84912 [366] validation_0-mae:5534.02832 validation_1-mae:6219.39990 [367] validation_0-mae:5533.00537 validation_1-mae:6219.37353 [368] validation_0-mae:5530.02637 validation_1-mae:6219.36719 [369] validation_0-mae:5528.08936 validation_1-mae:6218.20557 [370] validation_0-mae:5527.32373 validation_1-mae:6217.78418 [371] validation_0-mae:5524.84522 validation_1-mae:6216.49756 [372] validation_0-mae:5522.10303 validation_1-mae:6215.12549 [373] validation_0-mae:5519.63721 validation_1-mae:6214.11572 [374] validation_0-mae:5518.28564 validation_1-mae:6213.73779 [375] validation_0-mae:5517.71484 validation_1-mae:6213.64404 [376] validation_0-mae:5516.51221 validation_1-mae:6213.41992 [377] validation_0-mae:5515.96680 validation_1-mae:6213.64502 [378] validation_0-mae:5513.55762 validation_1-mae:6212.59912 [379] validation_0-mae:5510.18701 validation_1-mae:6210.46924 [380] validation_0-mae:5507.67383 validation_1-mae:6210.16260 [381] validation_0-mae:5506.14648 validation_1-mae:6209.48682 [382] validation_0-mae:5502.05420 validation_1-mae:6207.61035 [383] validation_0-mae:5499.56836 validation_1-mae:6206.91504 [384] validation_0-mae:5495.55322 validation_1-mae:6205.52197 [385] validation_0-mae:5493.18701 validation_1-mae:6205.42334 [386] validation_0-mae:5489.98926 validation_1-mae:6203.61816 [387] validation_0-mae:5488.53662 validation_1-mae:6203.08936 [388] validation_0-mae:5486.12598 validation_1-mae:6201.67480 [389] validation_0-mae:5484.68018 validation_1-mae:6201.05371 [390] validation_0-mae:5484.24268 validation_1-mae:6201.40478 [391] validation_0-mae:5483.00977 validation_1-mae:6201.08154 [392] validation_0-mae:5481.17432 validation_1-mae:6200.77295 [393] validation_0-mae:5477.89062 validation_1-mae:6199.73047 [394] validation_0-mae:5475.15625 validation_1-mae:6198.35107 [395] validation_0-mae:5474.85596 validation_1-mae:6198.42920 [396] validation_0-mae:5473.53076 validation_1-mae:6198.30127 [397] validation_0-mae:5471.32764 validation_1-mae:6197.63428 [398] validation_0-mae:5466.64014 validation_1-mae:6194.82178 [399] validation_0-mae:5463.76758 validation_1-mae:6193.38428 [400] validation_0-mae:5458.66211 validation_1-mae:6192.73242 [401] validation_0-mae:5457.49756 validation_1-mae:6192.65869 [402] validation_0-mae:5457.24658 validation_1-mae:6192.83203 [403] validation_0-mae:5455.80469 validation_1-mae:6193.10303 [404] validation_0-mae:5453.38477 validation_1-mae:6191.46631 [405] validation_0-mae:5450.04688 validation_1-mae:6190.43555 [406] validation_0-mae:5447.46680 validation_1-mae:6190.76953 [407] validation_0-mae:5445.27637 validation_1-mae:6190.57812 [408] validation_0-mae:5443.87549 validation_1-mae:6189.69385 [409] validation_0-mae:5442.09961 validation_1-mae:6189.28174 [410] validation_0-mae:5441.33643 validation_1-mae:6189.20508 [411] validation_0-mae:5440.19189 validation_1-mae:6189.28613 [412] validation_0-mae:5438.77588 validation_1-mae:6188.62695 [413] validation_0-mae:5437.23291 validation_1-mae:6188.04248 [414] validation_0-mae:5435.49219 validation_1-mae:6187.67139 [415] validation_0-mae:5433.63525 validation_1-mae:6187.01611 [416] validation_0-mae:5430.97070 validation_1-mae:6185.92285 [417] validation_0-mae:5428.09570 validation_1-mae:6184.64307 [418] validation_0-mae:5426.16309 validation_1-mae:6184.40478 [419] validation_0-mae:5424.52686 validation_1-mae:6184.29590 [420] validation_0-mae:5424.40283 validation_1-mae:6184.22461 [421] validation_0-mae:5424.05322 validation_1-mae:6184.15625 [422] validation_0-mae:5422.28809 validation_1-mae:6184.28027 [423] validation_0-mae:5419.81250 validation_1-mae:6184.28955 [424] validation_0-mae:5416.84814 validation_1-mae:6184.92383 [425] validation_0-mae:5415.33154 validation_1-mae:6184.83154 [426] validation_0-mae:5414.17871 validation_1-mae:6184.73096 [427] validation_0-mae:5412.29053 validation_1-mae:6184.38770 [428] validation_0-mae:5408.10596 validation_1-mae:6182.55713 [429] validation_0-mae:5405.15381 validation_1-mae:6181.79492 [430] validation_0-mae:5404.44629 validation_1-mae:6181.61963 [431] validation_0-mae:5401.57812 validation_1-mae:6179.84180 [432] validation_0-mae:5398.93945 validation_1-mae:6179.07422 [433] validation_0-mae:5397.17432 validation_1-mae:6178.53027 [434] validation_0-mae:5395.59912 validation_1-mae:6178.17188 [435] validation_0-mae:5393.87647 validation_1-mae:6177.79150 [436] validation_0-mae:5391.22022 validation_1-mae:6176.65137 [437] validation_0-mae:5387.54004 validation_1-mae:6176.65186 [438] validation_0-mae:5385.47998 validation_1-mae:6176.53369 [439] validation_0-mae:5381.11230 validation_1-mae:6173.95703 [440] validation_0-mae:5379.00732 validation_1-mae:6174.82715 [441] validation_0-mae:5378.78564 validation_1-mae:6175.05029 [442] validation_0-mae:5376.99072 validation_1-mae:6175.23486 [443] validation_0-mae:5375.66699 validation_1-mae:6174.77637 [444] validation_0-mae:5375.20850 validation_1-mae:6174.49707 [445] validation_0-mae:5372.58740 validation_1-mae:6175.03760 [446] validation_0-mae:5369.88867 validation_1-mae:6174.25732 [447] validation_0-mae:5367.61572 validation_1-mae:6174.02295 [448] validation_0-mae:5366.36865 validation_1-mae:6173.57129 [449] validation_0-mae:5364.31543 validation_1-mae:6172.44092 [450] validation_0-mae:5360.41895 validation_1-mae:6169.87353 [451] validation_0-mae:5359.35303 validation_1-mae:6169.80811 [452] validation_0-mae:5356.86523 validation_1-mae:6169.36133 [453] validation_0-mae:5354.34033 validation_1-mae:6168.78857 [454] validation_0-mae:5352.29150 validation_1-mae:6168.40234 [455] validation_0-mae:5352.17383 validation_1-mae:6168.54395 [456] validation_0-mae:5350.20117 validation_1-mae:6167.58936 [457] validation_0-mae:5348.12500 validation_1-mae:6166.64404 [458] validation_0-mae:5346.29639 validation_1-mae:6166.11768 [459] validation_0-mae:5345.64404 validation_1-mae:6166.07910 [460] validation_0-mae:5345.01465 validation_1-mae:6165.72217 [461] validation_0-mae:5343.18506 validation_1-mae:6164.70459 [462] validation_0-mae:5341.25830 validation_1-mae:6163.41553 [463] validation_0-mae:5339.34522 validation_1-mae:6163.18897 [464] validation_0-mae:5335.97022 validation_1-mae:6161.68506 [465] validation_0-mae:5332.92432 validation_1-mae:6160.20996 [466] validation_0-mae:5329.59814 validation_1-mae:6160.39355 [467] validation_0-mae:5327.83447 validation_1-mae:6158.89502 [468] validation_0-mae:5325.95947 validation_1-mae:6158.04395 [469] validation_0-mae:5323.64404 validation_1-mae:6156.53174 [470] validation_0-mae:5320.98242 validation_1-mae:6154.93555 [471] validation_0-mae:5319.35889 validation_1-mae:6154.75244 [472] validation_0-mae:5319.11475 validation_1-mae:6154.87549 [473] validation_0-mae:5318.44971 validation_1-mae:6154.71387 [474] validation_0-mae:5316.25000 validation_1-mae:6154.00977 [475] validation_0-mae:5314.64600 validation_1-mae:6154.53223 [476] validation_0-mae:5311.83496 validation_1-mae:6152.91846 [477] validation_0-mae:5310.23926 validation_1-mae:6152.31641 [478] validation_0-mae:5308.95996 validation_1-mae:6151.66455 [479] validation_0-mae:5308.01074 validation_1-mae:6152.04541 [480] validation_0-mae:5307.17334 validation_1-mae:6152.14648 [481] validation_0-mae:5307.01562 validation_1-mae:6152.35156 [482] validation_0-mae:5305.28760 validation_1-mae:6151.72607 [483] validation_0-mae:5304.36084 validation_1-mae:6151.43506 [484] validation_0-mae:5302.80762 validation_1-mae:6150.51953 [485] validation_0-mae:5301.05762 validation_1-mae:6150.31738 [486] validation_0-mae:5299.59180 validation_1-mae:6150.25684 [487] validation_0-mae:5297.24951 validation_1-mae:6148.85059 [488] validation_0-mae:5294.90186 validation_1-mae:6147.65332 [489] validation_0-mae:5293.09863 validation_1-mae:6146.66699 [490] validation_0-mae:5289.82373 validation_1-mae:6145.42139 [491] validation_0-mae:5287.20654 validation_1-mae:6144.58545 [492] validation_0-mae:5286.43066 validation_1-mae:6144.37305 [493] validation_0-mae:5284.68408 validation_1-mae:6144.41113 [494] validation_0-mae:5283.75000 validation_1-mae:6144.36084 [495] validation_0-mae:5283.30420 validation_1-mae:6144.13184 [496] validation_0-mae:5282.28906 validation_1-mae:6143.82910 [497] validation_0-mae:5280.42773 validation_1-mae:6142.75147 [498] validation_0-mae:5278.58447 validation_1-mae:6143.57617 [499] validation_0-mae:5277.47412 validation_1-mae:6143.85840 [500] validation_0-mae:5276.75684 validation_1-mae:6143.17139 [501] validation_0-mae:5275.03564 validation_1-mae:6142.67334 [502] validation_0-mae:5273.75195 validation_1-mae:6142.28564 [503] validation_0-mae:5272.53516 validation_1-mae:6141.76709 [504] validation_0-mae:5271.51953 validation_1-mae:6141.18799 [505] validation_0-mae:5270.77051 validation_1-mae:6141.02588 [506] validation_0-mae:5268.50635 validation_1-mae:6139.97607 [507] validation_0-mae:5268.00537 validation_1-mae:6139.71973 [508] validation_0-mae:5266.91504 validation_1-mae:6139.56592 [509] validation_0-mae:5265.17432 validation_1-mae:6138.87451 [510] validation_0-mae:5261.89551 validation_1-mae:6137.68457 [511] validation_0-mae:5258.89502 validation_1-mae:6136.52783 [512] validation_0-mae:5257.72412 validation_1-mae:6135.96387 [513] validation_0-mae:5256.43115 validation_1-mae:6135.57324 [514] validation_0-mae:5254.55225 validation_1-mae:6134.79932 [515] validation_0-mae:5253.00586 validation_1-mae:6134.95703 [516] validation_0-mae:5251.06006 validation_1-mae:6134.46338 [517] validation_0-mae:5249.74707 validation_1-mae:6134.37549 [518] validation_0-mae:5248.53564 validation_1-mae:6134.38916 [519] validation_0-mae:5247.41748 validation_1-mae:6134.26074 [520] validation_0-mae:5246.03076 validation_1-mae:6134.22607 [521] validation_0-mae:5245.18018 validation_1-mae:6134.42236 [522] validation_0-mae:5244.19092 validation_1-mae:6134.19678 [523] validation_0-mae:5242.64941 validation_1-mae:6133.66504 [524] validation_0-mae:5240.98584 validation_1-mae:6133.92822 [525] validation_0-mae:5240.35791 validation_1-mae:6133.46338 [526] validation_0-mae:5239.46582 validation_1-mae:6133.15234 [527] validation_0-mae:5235.64941 validation_1-mae:6131.25244 [528] validation_0-mae:5233.27393 validation_1-mae:6129.91357 [529] validation_0-mae:5230.91162 validation_1-mae:6130.53516 [530] validation_0-mae:5230.33545 validation_1-mae:6130.44971 [531] validation_0-mae:5228.08105 validation_1-mae:6130.51074 [532] validation_0-mae:5226.74023 validation_1-mae:6129.74365 [533] validation_0-mae:5225.49658 validation_1-mae:6130.07959 [534] validation_0-mae:5225.29639 validation_1-mae:6130.16602 [535] validation_0-mae:5224.62207 validation_1-mae:6130.31641 [536] validation_0-mae:5224.53369 validation_1-mae:6130.36182 [537] validation_0-mae:5223.72119 validation_1-mae:6130.09668 [538] validation_0-mae:5222.12695 validation_1-mae:6129.39160 [539] validation_0-mae:5220.75342 validation_1-mae:6129.87109 [540] validation_0-mae:5219.58691 validation_1-mae:6129.99170 [541] validation_0-mae:5217.28027 validation_1-mae:6128.89209 [542] validation_0-mae:5216.02978 validation_1-mae:6129.18603 [543] validation_0-mae:5214.71338 validation_1-mae:6128.87012 [544] validation_0-mae:5212.57178 validation_1-mae:6128.54932 [545] validation_0-mae:5210.56299 validation_1-mae:6127.60352 [546] validation_0-mae:5210.25195 validation_1-mae:6127.50244 [547] validation_0-mae:5208.99316 validation_1-mae:6127.11816 [548] validation_0-mae:5207.74219 validation_1-mae:6127.45264 [549] validation_0-mae:5206.59375 validation_1-mae:6126.78662 [550] validation_0-mae:5203.47168 validation_1-mae:6124.68848 [551] validation_0-mae:5199.47510 validation_1-mae:6124.57910 [552] validation_0-mae:5197.30469 validation_1-mae:6123.49512 [553] validation_0-mae:5195.70508 validation_1-mae:6122.82666 [554] validation_0-mae:5194.77734 validation_1-mae:6122.41699 [555] validation_0-mae:5192.84473 validation_1-mae:6122.02148 [556] validation_0-mae:5190.93555 validation_1-mae:6120.73438 [557] validation_0-mae:5188.76074 validation_1-mae:6119.80664 [558] validation_0-mae:5187.02344 validation_1-mae:6120.39746 [559] validation_0-mae:5186.15186 validation_1-mae:6119.90820 [560] validation_0-mae:5184.83887 validation_1-mae:6120.44385 [561] validation_0-mae:5183.07812 validation_1-mae:6119.63477 [562] validation_0-mae:5181.30420 validation_1-mae:6118.90869 [563] validation_0-mae:5177.82764 validation_1-mae:6117.56103 [564] validation_0-mae:5175.43506 validation_1-mae:6117.08301 [565] validation_0-mae:5172.92871 validation_1-mae:6115.46045 [566] validation_0-mae:5171.90381 validation_1-mae:6115.51855 [567] validation_0-mae:5170.59180 validation_1-mae:6115.63574 [568] validation_0-mae:5169.07520 validation_1-mae:6115.38135 [569] validation_0-mae:5166.71045 validation_1-mae:6114.23193 [570] validation_0-mae:5165.41357 validation_1-mae:6113.44922 [571] validation_0-mae:5164.32666 validation_1-mae:6112.93799 [572] validation_0-mae:5163.55127 validation_1-mae:6112.94482 [573] validation_0-mae:5161.71436 validation_1-mae:6112.35742 [574] validation_0-mae:5160.31445 validation_1-mae:6111.90039 [575] validation_0-mae:5158.28516 validation_1-mae:6111.53711 [576] validation_0-mae:5157.28516 validation_1-mae:6111.44922 [577] validation_0-mae:5154.59619 validation_1-mae:6110.74170 [578] validation_0-mae:5152.00049 validation_1-mae:6110.63232 [579] validation_0-mae:5150.61816 validation_1-mae:6110.19678 [580] validation_0-mae:5149.34424 validation_1-mae:6110.06885 [581] validation_0-mae:5146.44287 validation_1-mae:6109.18262 [582] validation_0-mae:5144.64746 validation_1-mae:6108.12744 [583] validation_0-mae:5143.03760 validation_1-mae:6107.78564 [584] validation_0-mae:5141.86328 validation_1-mae:6107.94727 [585] validation_0-mae:5141.53076 validation_1-mae:6108.02100 [586] validation_0-mae:5140.51611 validation_1-mae:6108.26367 [587] validation_0-mae:5140.13330 validation_1-mae:6108.17139 [588] validation_0-mae:5139.02197 validation_1-mae:6108.47510 [589] validation_0-mae:5138.41406 validation_1-mae:6108.08740 [590] validation_0-mae:5136.97559 validation_1-mae:6108.13379 [591] validation_0-mae:5135.50781 validation_1-mae:6108.11914 [592] validation_0-mae:5134.44580 validation_1-mae:6107.38770 [593] validation_0-mae:5133.32959 validation_1-mae:6107.48242 [594] validation_0-mae:5131.88086 validation_1-mae:6106.99365 [595] validation_0-mae:5130.38916 validation_1-mae:6106.39844 [596] validation_0-mae:5128.08984 validation_1-mae:6105.31982 [597] validation_0-mae:5127.47656 validation_1-mae:6105.09131 [598] validation_0-mae:5126.78809 validation_1-mae:6105.06201 [599] validation_0-mae:5125.52393 validation_1-mae:6104.31787 [600] validation_0-mae:5121.60840 validation_1-mae:6103.99170 [601] validation_0-mae:5120.19287 validation_1-mae:6104.28760 [602] validation_0-mae:5117.58838 validation_1-mae:6104.30078 [603] validation_0-mae:5116.54785 validation_1-mae:6104.38428 [604] validation_0-mae:5115.42188 validation_1-mae:6103.88867 [605] validation_0-mae:5114.77002 validation_1-mae:6103.79785 [606] validation_0-mae:5113.44531 validation_1-mae:6103.41943 [607] validation_0-mae:5112.93750 validation_1-mae:6103.27002 [608] validation_0-mae:5111.44189 validation_1-mae:6103.44971 [609] validation_0-mae:5109.41748 validation_1-mae:6103.54395 [610] validation_0-mae:5108.81738 validation_1-mae:6103.95752 [611] validation_0-mae:5105.92822 validation_1-mae:6103.50342 [612] validation_0-mae:5104.19385 validation_1-mae:6102.90967 [613] validation_0-mae:5103.00439 validation_1-mae:6103.01025 [614] validation_0-mae:5102.78516 validation_1-mae:6102.88281 [615] validation_0-mae:5102.37158 validation_1-mae:6102.84522 [616] validation_0-mae:5097.52881 validation_1-mae:6100.38818 [617] validation_0-mae:5097.05615 validation_1-mae:6100.38721 [618] validation_0-mae:5095.27002 validation_1-mae:6099.94482 [619] validation_0-mae:5093.79980 validation_1-mae:6099.67627 [620] validation_0-mae:5092.04736 validation_1-mae:6099.36084 [621] validation_0-mae:5090.89307 validation_1-mae:6098.99219 [622] validation_0-mae:5090.42285 validation_1-mae:6098.93603 [623] validation_0-mae:5086.95068 validation_1-mae:6097.60596 [624] validation_0-mae:5084.10303 validation_1-mae:6097.49902 [625] validation_0-mae:5082.62353 validation_1-mae:6096.88525 [626] validation_0-mae:5080.91602 validation_1-mae:6097.30957 [627] validation_0-mae:5079.53369 validation_1-mae:6096.68311 [628] validation_0-mae:5075.63379 validation_1-mae:6095.73828 [629] validation_0-mae:5073.23389 validation_1-mae:6095.09131 [630] validation_0-mae:5070.75293 validation_1-mae:6094.02686 [631] validation_0-mae:5069.02734 validation_1-mae:6093.55469 [632] validation_0-mae:5066.62109 validation_1-mae:6091.95068 [633] validation_0-mae:5064.96826 validation_1-mae:6091.60400 [634] validation_0-mae:5062.47754 validation_1-mae:6090.67969 [635] validation_0-mae:5061.42871 validation_1-mae:6090.60596 [636] validation_0-mae:5060.55957 validation_1-mae:6089.69043 [637] validation_0-mae:5059.14941 validation_1-mae:6089.14209 [638] validation_0-mae:5057.86865 validation_1-mae:6088.50537 [639] validation_0-mae:5056.82959 validation_1-mae:6088.29541 [640] validation_0-mae:5055.06445 validation_1-mae:6088.33984 [641] validation_0-mae:5054.06299 validation_1-mae:6088.35303 [642] validation_0-mae:5050.69727 validation_1-mae:6087.96973 [643] validation_0-mae:5049.45850 validation_1-mae:6089.04541 [644] validation_0-mae:5049.10449 validation_1-mae:6089.47314 [645] validation_0-mae:5046.09082 validation_1-mae:6087.76465 [646] validation_0-mae:5044.89795 validation_1-mae:6087.37305 [647] validation_0-mae:5043.53760 validation_1-mae:6087.56006 [648] validation_0-mae:5041.93018 validation_1-mae:6087.42920 [649] validation_0-mae:5041.04395 validation_1-mae:6087.41846 [650] validation_0-mae:5040.89209 validation_1-mae:6087.34814 [651] validation_0-mae:5040.09424 validation_1-mae:6086.99072 [652] validation_0-mae:5038.24805 validation_1-mae:6085.64941 [653] validation_0-mae:5037.55322 validation_1-mae:6085.40381 [654] validation_0-mae:5035.37891 validation_1-mae:6085.64307 [655] validation_0-mae:5033.30811 validation_1-mae:6085.31299 [656] validation_0-mae:5032.53662 validation_1-mae:6085.43799 [657] validation_0-mae:5030.16455 validation_1-mae:6085.10449 [658] validation_0-mae:5027.69385 validation_1-mae:6084.05322 [659] validation_0-mae:5025.73877 validation_1-mae:6083.76660 [660] validation_0-mae:5025.66699 validation_1-mae:6083.75830 [661] validation_0-mae:5023.28272 validation_1-mae:6083.17383 [662] validation_0-mae:5022.26904 validation_1-mae:6083.20068 [663] validation_0-mae:5020.98730 validation_1-mae:6082.79395 [664] validation_0-mae:5020.50098 validation_1-mae:6082.90527 [665] validation_0-mae:5019.44385 validation_1-mae:6082.98535 [666] validation_0-mae:5018.19287 validation_1-mae:6082.94922 [667] validation_0-mae:5016.99707 validation_1-mae:6082.18652 [668] validation_0-mae:5014.73438 validation_1-mae:6082.29980 [669] validation_0-mae:5014.16943 validation_1-mae:6082.00586 [670] validation_0-mae:5012.72070 validation_1-mae:6081.93603 [671] validation_0-mae:5011.54688 validation_1-mae:6082.07520 [672] validation_0-mae:5010.31006 validation_1-mae:6081.39746 [673] validation_0-mae:5008.73340 validation_1-mae:6080.56592 [674] validation_0-mae:5007.35156 validation_1-mae:6080.86230 [675] validation_0-mae:5005.92090 validation_1-mae:6080.37353 [676] validation_0-mae:5004.99756 validation_1-mae:6080.27100 [677] validation_0-mae:5003.75830 validation_1-mae:6080.22656 [678] validation_0-mae:5002.04736 validation_1-mae:6078.88721 [679] validation_0-mae:5000.87891 validation_1-mae:6079.04785 [680] validation_0-mae:5000.41406 validation_1-mae:6079.22168 [681] validation_0-mae:5000.17920 validation_1-mae:6079.26318 [682] validation_0-mae:4999.04834 validation_1-mae:6079.22656 [683] validation_0-mae:4998.10303 validation_1-mae:6078.92432 [684] validation_0-mae:4996.07861 validation_1-mae:6077.87549 [685] validation_0-mae:4994.19385 validation_1-mae:6078.64355 [686] validation_0-mae:4992.45898 validation_1-mae:6078.34424 [687] validation_0-mae:4991.38574 validation_1-mae:6077.29639 [688] validation_0-mae:4989.66211 validation_1-mae:6076.93408 [689] validation_0-mae:4989.43018 validation_1-mae:6076.82715 [690] validation_0-mae:4987.49414 validation_1-mae:6076.33301 [691] validation_0-mae:4986.01221 validation_1-mae:6075.39990 [692] validation_0-mae:4984.27588 validation_1-mae:6075.50635 [693] validation_0-mae:4983.36621 validation_1-mae:6075.36816 [694] validation_0-mae:4981.52441 validation_1-mae:6074.64990 [695] validation_0-mae:4980.03857 validation_1-mae:6074.62500 [696] validation_0-mae:4976.89404 validation_1-mae:6073.97070 [697] validation_0-mae:4976.42090 validation_1-mae:6073.76611 [698] validation_0-mae:4975.60547 validation_1-mae:6073.71387 [699] validation_0-mae:4973.96338 validation_1-mae:6073.25195 [700] validation_0-mae:4970.77832 validation_1-mae:6070.53613 [701] validation_0-mae:4967.15674 validation_1-mae:6069.08594 [702] validation_0-mae:4965.42188 validation_1-mae:6067.37256 [703] validation_0-mae:4963.54102 validation_1-mae:6066.46143 [704] validation_0-mae:4962.22412 validation_1-mae:6066.62353 [705] validation_0-mae:4960.90772 validation_1-mae:6066.29590 [706] validation_0-mae:4959.29443 validation_1-mae:6065.76514 [707] validation_0-mae:4957.66211 validation_1-mae:6066.75098 [708] validation_0-mae:4954.69385 validation_1-mae:6066.95361 [709] validation_0-mae:4953.25879 validation_1-mae:6066.56592 [710] validation_0-mae:4952.51660 validation_1-mae:6066.52344 [711] validation_0-mae:4951.79053 validation_1-mae:6067.07959 [712] validation_0-mae:4951.46094 validation_1-mae:6067.12647 [713] validation_0-mae:4950.23975 validation_1-mae:6067.14014 [714] validation_0-mae:4947.79590 validation_1-mae:6066.42627 [715] validation_0-mae:4947.14648 validation_1-mae:6066.50879 [716] validation_0-mae:4946.75488 validation_1-mae:6066.52978 [717] validation_0-mae:4944.51221 validation_1-mae:6064.91943 [718] validation_0-mae:4943.70166 validation_1-mae:6065.04980 [719] validation_0-mae:4943.04053 validation_1-mae:6065.05518 [720] validation_0-mae:4940.89990 validation_1-mae:6065.37500 [721] validation_0-mae:4939.56152 validation_1-mae:6064.79248 [722] validation_0-mae:4938.41406 validation_1-mae:6064.72754 [723] validation_0-mae:4937.27539 validation_1-mae:6064.73682 [724] validation_0-mae:4935.97607 validation_1-mae:6064.52148 [725] validation_0-mae:4935.03369 validation_1-mae:6063.81836 [726] validation_0-mae:4934.24951 validation_1-mae:6063.81006 [727] validation_0-mae:4933.70850 validation_1-mae:6063.80225 [728] validation_0-mae:4931.46289 validation_1-mae:6063.29883 [729] validation_0-mae:4929.15478 validation_1-mae:6062.76221 [730] validation_0-mae:4928.08984 validation_1-mae:6062.21289 [731] validation_0-mae:4927.32764 validation_1-mae:6062.06348 [732] validation_0-mae:4926.84082 validation_1-mae:6062.00293 [733] validation_0-mae:4926.50244 validation_1-mae:6061.76172 [734] validation_0-mae:4924.81445 validation_1-mae:6060.81397 [735] validation_0-mae:4923.44922 validation_1-mae:6060.26465 [736] validation_0-mae:4922.45459 validation_1-mae:6059.43848 [737] validation_0-mae:4920.47119 validation_1-mae:6058.56152 [738] validation_0-mae:4919.73438 validation_1-mae:6058.97022 [739] validation_0-mae:4918.17041 validation_1-mae:6058.59326 [740] validation_0-mae:4917.68262 validation_1-mae:6058.62939 [741] validation_0-mae:4916.28076 validation_1-mae:6057.55811 [742] validation_0-mae:4914.10449 validation_1-mae:6057.17969 [743] validation_0-mae:4911.85010 validation_1-mae:6056.04004 [744] validation_0-mae:4908.67041 validation_1-mae:6054.66943 [745] validation_0-mae:4907.42480 validation_1-mae:6053.94189 [746] validation_0-mae:4905.48096 validation_1-mae:6053.63965 [747] validation_0-mae:4902.79346 validation_1-mae:6053.53516 [748] validation_0-mae:4901.22656 validation_1-mae:6052.99805 [749] validation_0-mae:4899.82666 validation_1-mae:6052.55957 [750] validation_0-mae:4899.37939 validation_1-mae:6052.28027 [751] validation_0-mae:4899.12744 validation_1-mae:6052.28906 [752] validation_0-mae:4898.49561 validation_1-mae:6052.51514 [753] validation_0-mae:4897.82275 validation_1-mae:6052.50488 [754] validation_0-mae:4897.52783 validation_1-mae:6052.61963 [755] validation_0-mae:4896.95068 validation_1-mae:6052.27881 [756] validation_0-mae:4895.17773 validation_1-mae:6051.16797 [757] validation_0-mae:4893.12695 validation_1-mae:6051.33887 [758] validation_0-mae:4891.78125 validation_1-mae:6051.14307 [759] validation_0-mae:4889.71582 validation_1-mae:6050.78809 [760] validation_0-mae:4888.54102 validation_1-mae:6051.26514 [761] validation_0-mae:4887.80225 validation_1-mae:6051.00928 [762] validation_0-mae:4886.71875 validation_1-mae:6050.84228 [763] validation_0-mae:4885.81250 validation_1-mae:6050.48926 [764] validation_0-mae:4884.39453 validation_1-mae:6050.47852 [765] validation_0-mae:4883.38672 validation_1-mae:6050.01172 [766] validation_0-mae:4882.09961 validation_1-mae:6049.33008 [767] validation_0-mae:4881.15234 validation_1-mae:6048.59228 [768] validation_0-mae:4879.92676 validation_1-mae:6048.41602 [769] validation_0-mae:4878.93311 validation_1-mae:6048.54932 [770] validation_0-mae:4876.89941 validation_1-mae:6048.54980 [771] validation_0-mae:4875.88232 validation_1-mae:6048.40283 [772] validation_0-mae:4875.40332 validation_1-mae:6048.35107 [773] validation_0-mae:4874.63867 validation_1-mae:6048.15186 [774] validation_0-mae:4873.48633 validation_1-mae:6047.09033 [775] validation_0-mae:4871.86328 validation_1-mae:6046.41455 [776] validation_0-mae:4870.96240 validation_1-mae:6046.02783 [777] validation_0-mae:4869.99023 validation_1-mae:6045.65478 [778] validation_0-mae:4869.13330 validation_1-mae:6045.32471 [779] validation_0-mae:4868.53174 validation_1-mae:6045.14941 [780] validation_0-mae:4867.59814 validation_1-mae:6045.52490 [781] validation_0-mae:4865.00586 validation_1-mae:6045.85693 [782] validation_0-mae:4863.57324 validation_1-mae:6045.24756 [783] validation_0-mae:4860.87402 validation_1-mae:6044.53711 [784] validation_0-mae:4859.90381 validation_1-mae:6044.18555 [785] validation_0-mae:4858.84570 validation_1-mae:6044.66162 [786] validation_0-mae:4857.38330 validation_1-mae:6045.05078 [787] validation_0-mae:4856.08838 validation_1-mae:6044.90088 [788] validation_0-mae:4853.62402 validation_1-mae:6043.81250 [789] validation_0-mae:4852.91113 validation_1-mae:6043.74853 [790] validation_0-mae:4851.85938 validation_1-mae:6043.72705 [791] validation_0-mae:4850.16895 validation_1-mae:6043.86133 [792] validation_0-mae:4848.71289 validation_1-mae:6043.87695 [793] validation_0-mae:4847.40967 validation_1-mae:6043.21191 [794] validation_0-mae:4846.10596 validation_1-mae:6043.33398 [795] validation_0-mae:4844.76172 validation_1-mae:6043.37988 [796] validation_0-mae:4844.25098 validation_1-mae:6043.30225 [797] validation_0-mae:4842.67969 validation_1-mae:6043.21826 [798] validation_0-mae:4840.74365 validation_1-mae:6042.94189 [799] validation_0-mae:4839.70703 validation_1-mae:6042.82373 [800] validation_0-mae:4839.22510 validation_1-mae:6042.78516 [801] validation_0-mae:4837.91748 validation_1-mae:6042.32520 [802] validation_0-mae:4837.10107 validation_1-mae:6042.17432 [803] validation_0-mae:4836.20703 validation_1-mae:6041.93164 [804] validation_0-mae:4835.45166 validation_1-mae:6042.33691 [805] validation_0-mae:4834.89160 validation_1-mae:6042.09668 [806] validation_0-mae:4833.29639 validation_1-mae:6042.44043 [807] validation_0-mae:4832.70508 validation_1-mae:6042.26465 [808] validation_0-mae:4831.63916 validation_1-mae:6041.98340 [809] validation_0-mae:4830.39844 validation_1-mae:6041.13574 [810] validation_0-mae:4829.23926 validation_1-mae:6040.27881 [811] validation_0-mae:4828.10498 validation_1-mae:6039.95605 [812] validation_0-mae:4827.34228 validation_1-mae:6039.89355 [813] validation_0-mae:4825.98682 validation_1-mae:6039.63818 [814] validation_0-mae:4824.47168 validation_1-mae:6039.23779 [815] validation_0-mae:4824.10205 validation_1-mae:6038.96484 [816] validation_0-mae:4823.05518 validation_1-mae:6038.83252 [817] validation_0-mae:4822.62158 validation_1-mae:6039.13574 [818] validation_0-mae:4822.35693 validation_1-mae:6039.15967 [819] validation_0-mae:4821.62793 validation_1-mae:6039.18359 [820] validation_0-mae:4820.06348 validation_1-mae:6039.31934 [821] validation_0-mae:4819.23633 validation_1-mae:6039.50830 [822] validation_0-mae:4818.52978 validation_1-mae:6039.60938 [823] validation_0-mae:4816.96973 validation_1-mae:6039.01709 [824] validation_0-mae:4815.43164 validation_1-mae:6038.30859 [825] validation_0-mae:4814.36084 validation_1-mae:6038.06006 [826] validation_0-mae:4812.74609 validation_1-mae:6038.07227 [827] validation_0-mae:4809.96631 validation_1-mae:6038.32324 [828] validation_0-mae:4807.75439 validation_1-mae:6037.74561 [829] validation_0-mae:4806.79346 validation_1-mae:6037.64697 [830] validation_0-mae:4805.53711 validation_1-mae:6037.46875 [831] validation_0-mae:4804.58740 validation_1-mae:6037.16455 [832] validation_0-mae:4802.67822 validation_1-mae:6037.98633 [833] validation_0-mae:4801.72217 validation_1-mae:6037.91699 [834] validation_0-mae:4800.42529 validation_1-mae:6037.48242 [835] validation_0-mae:4799.57373 validation_1-mae:6037.73242 [836] validation_0-mae:4799.08398 validation_1-mae:6037.98486 [837] validation_0-mae:4796.36426 validation_1-mae:6038.03223 [838] validation_0-mae:4795.33643 validation_1-mae:6038.08447 [839] validation_0-mae:4795.05713 validation_1-mae:6038.09717 [840] validation_0-mae:4793.82715 validation_1-mae:6037.39404 [841] validation_0-mae:4793.60400 validation_1-mae:6037.37012 [842] validation_0-mae:4791.99951 validation_1-mae:6036.99609 [843] validation_0-mae:4791.06543 validation_1-mae:6036.85498 [844] validation_0-mae:4789.03174 validation_1-mae:6036.64404 [845] validation_0-mae:4788.47363 validation_1-mae:6036.27637 [846] validation_0-mae:4787.20117 validation_1-mae:6036.09082 [847] validation_0-mae:4785.64893 validation_1-mae:6036.94434 [848] validation_0-mae:4785.25098 validation_1-mae:6037.22803 [849] validation_0-mae:4784.86426 validation_1-mae:6037.10986 [850] validation_0-mae:4784.18115 validation_1-mae:6036.89111 [851] validation_0-mae:4783.27637 validation_1-mae:6036.83740 [852] validation_0-mae:4781.83203 validation_1-mae:6035.82764 [853] validation_0-mae:4777.22412 validation_1-mae:6034.03320 [854] validation_0-mae:4775.12891 validation_1-mae:6033.73584 [855] validation_0-mae:4774.35596 validation_1-mae:6033.50293 [856] validation_0-mae:4772.59766 validation_1-mae:6033.04004 [857] validation_0-mae:4771.72412 validation_1-mae:6033.14844 [858] validation_0-mae:4770.49561 validation_1-mae:6033.32129 [859] validation_0-mae:4769.13721 validation_1-mae:6033.84619 [860] validation_0-mae:4768.74219 validation_1-mae:6033.68750 [861] validation_0-mae:4767.78613 validation_1-mae:6033.54150 [862] validation_0-mae:4766.79395 validation_1-mae:6033.37500 [863] validation_0-mae:4766.57031 validation_1-mae:6033.40918 [864] validation_0-mae:4765.95605 validation_1-mae:6033.47852 [865] validation_0-mae:4765.69043 validation_1-mae:6033.49121 [866] validation_0-mae:4764.93652 validation_1-mae:6033.72314 [867] validation_0-mae:4763.13477 validation_1-mae:6032.65967 [868] validation_0-mae:4761.16357 validation_1-mae:6032.46436 [869] validation_0-mae:4760.17529 validation_1-mae:6032.36865 [870] validation_0-mae:4758.37988 validation_1-mae:6031.97510 [871] validation_0-mae:4756.55469 validation_1-mae:6031.83008 [872] validation_0-mae:4755.43408 validation_1-mae:6032.85742 [873] validation_0-mae:4754.54688 validation_1-mae:6032.86279 [874] validation_0-mae:4753.93750 validation_1-mae:6032.90332 [875] validation_0-mae:4752.94531 validation_1-mae:6033.28906 [876] validation_0-mae:4751.94287 validation_1-mae:6033.58789 [877] validation_0-mae:4751.23975 validation_1-mae:6033.47754 [878] validation_0-mae:4749.91797 validation_1-mae:6032.86035 [879] validation_0-mae:4749.47412 validation_1-mae:6033.42090 [880] validation_0-mae:4748.41992 validation_1-mae:6033.34912 [881] validation_0-mae:4747.56982 validation_1-mae:6032.69092 [882] validation_0-mae:4747.31299 validation_1-mae:6032.54541 [883] validation_0-mae:4746.74902 validation_1-mae:6032.54785 [884] validation_0-mae:4745.92676 validation_1-mae:6032.11133 [885] validation_0-mae:4745.08398 validation_1-mae:6032.39795 [886] validation_0-mae:4743.76367 validation_1-mae:6032.09277 [887] validation_0-mae:4742.23584 validation_1-mae:6032.08301 [888] validation_0-mae:4741.46533 validation_1-mae:6031.86621 [889] validation_0-mae:4741.34082 validation_1-mae:6031.78223 [890] validation_0-mae:4740.09180 validation_1-mae:6031.52441 [891] validation_0-mae:4739.56592 validation_1-mae:6031.43359 [892] validation_0-mae:4738.27002 validation_1-mae:6031.39014 [893] validation_0-mae:4736.57324 validation_1-mae:6030.80664 [894] validation_0-mae:4736.27295 validation_1-mae:6030.81689 [895] validation_0-mae:4736.10742 validation_1-mae:6030.77637 [896] validation_0-mae:4735.09619 validation_1-mae:6031.05176 [897] validation_0-mae:4731.10889 validation_1-mae:6029.79492 [898] validation_0-mae:4730.35303 validation_1-mae:6029.73730 [899] validation_0-mae:4729.47705 validation_1-mae:6030.10352 [900] validation_0-mae:4728.55029 validation_1-mae:6030.04199 [901] validation_0-mae:4727.97217 validation_1-mae:6030.13428 [902] validation_0-mae:4727.23145 validation_1-mae:6029.59326 [903] validation_0-mae:4726.42285 validation_1-mae:6029.60156 [904] validation_0-mae:4724.65478 validation_1-mae:6029.37695 [905] validation_0-mae:4723.07178 validation_1-mae:6028.98779 [906] validation_0-mae:4721.40381 validation_1-mae:6028.87061 [907] validation_0-mae:4720.28125 validation_1-mae:6028.93701 [908] validation_0-mae:4718.68018 validation_1-mae:6028.97266 [909] validation_0-mae:4717.52051 validation_1-mae:6028.43359 [910] validation_0-mae:4716.16602 validation_1-mae:6028.15674 [911] validation_0-mae:4715.03418 validation_1-mae:6028.32764 [912] validation_0-mae:4713.65918 validation_1-mae:6028.20898 [913] validation_0-mae:4712.89404 validation_1-mae:6028.08496 [914] validation_0-mae:4711.56641 validation_1-mae:6028.75049 [915] validation_0-mae:4709.40234 validation_1-mae:6028.10010 [916] validation_0-mae:4706.52197 validation_1-mae:6028.25488 [917] validation_0-mae:4704.78857 validation_1-mae:6027.99414 [918] validation_0-mae:4702.86670 validation_1-mae:6027.75098 [919] validation_0-mae:4701.50049 validation_1-mae:6027.88184 [920] validation_0-mae:4700.71680 validation_1-mae:6028.08984 [921] validation_0-mae:4700.19336 validation_1-mae:6028.03174 [922] validation_0-mae:4699.47559 validation_1-mae:6028.30420 [923] validation_0-mae:4698.28418 validation_1-mae:6028.13867 [924] validation_0-mae:4697.32959 validation_1-mae:6027.68652 [925] validation_0-mae:4696.35791 validation_1-mae:6027.38916 [926] validation_0-mae:4695.56934 validation_1-mae:6027.16260 [927] validation_0-mae:4694.44775 validation_1-mae:6027.10156 [928] validation_0-mae:4692.67432 validation_1-mae:6027.10986 [929] validation_0-mae:4691.57520 validation_1-mae:6026.45264 [930] validation_0-mae:4690.96582 validation_1-mae:6026.41846 [931] validation_0-mae:4689.14600 validation_1-mae:6026.10156 [932] validation_0-mae:4688.88623 validation_1-mae:6025.93897 [933] validation_0-mae:4687.84814 validation_1-mae:6025.77246 [934] validation_0-mae:4686.38428 validation_1-mae:6025.77246 [935] validation_0-mae:4685.80615 validation_1-mae:6025.52588 [936] validation_0-mae:4684.53711 validation_1-mae:6024.95312 [937] validation_0-mae:4683.35107 validation_1-mae:6025.23975 [938] validation_0-mae:4682.70703 validation_1-mae:6024.99805 [939] validation_0-mae:4681.18994 validation_1-mae:6024.93750 [940] validation_0-mae:4678.59668 validation_1-mae:6025.15820 [941] validation_0-mae:4677.05859 validation_1-mae:6024.63867 [942] validation_0-mae:4675.00147 validation_1-mae:6024.54004 [943] validation_0-mae:4673.27686 validation_1-mae:6023.71875 [944] validation_0-mae:4672.62353 validation_1-mae:6023.62207 [945] validation_0-mae:4671.51416 validation_1-mae:6023.96143 [946] validation_0-mae:4670.09131 validation_1-mae:6023.06201 [947] validation_0-mae:4668.84522 validation_1-mae:6023.16748 [948] validation_0-mae:4667.98242 validation_1-mae:6022.95020 [949] validation_0-mae:4666.78223 validation_1-mae:6022.70605 [950] validation_0-mae:4666.03662 validation_1-mae:6022.15527 [951] validation_0-mae:4664.84180 validation_1-mae:6021.85547 [952] validation_0-mae:4663.76367 validation_1-mae:6021.68897 [953] validation_0-mae:4663.28125 validation_1-mae:6021.78418 [954] validation_0-mae:4662.68897 validation_1-mae:6021.46777 [955] validation_0-mae:4662.57422 validation_1-mae:6021.48047 [956] validation_0-mae:4662.50635 validation_1-mae:6021.55713 [957] validation_0-mae:4660.12793 validation_1-mae:6020.29980 [958] validation_0-mae:4658.08350 validation_1-mae:6020.28711 [959] validation_0-mae:4656.18945 validation_1-mae:6020.74658 [960] validation_0-mae:4655.08740 validation_1-mae:6020.75781 [961] validation_0-mae:4654.43506 validation_1-mae:6020.71582 [962] validation_0-mae:4652.64990 validation_1-mae:6020.09863 [963] validation_0-mae:4651.81689 validation_1-mae:6019.98486 [964] validation_0-mae:4650.34522 validation_1-mae:6019.95410 [965] validation_0-mae:4648.90186 validation_1-mae:6020.12305 [966] validation_0-mae:4647.93506 validation_1-mae:6020.03027 [967] validation_0-mae:4647.38330 validation_1-mae:6019.73975 [968] validation_0-mae:4646.76465 validation_1-mae:6019.99902 [969] validation_0-mae:4646.07617 validation_1-mae:6019.93018 [970] validation_0-mae:4645.04443 validation_1-mae:6019.98193 [971] validation_0-mae:4644.49805 validation_1-mae:6020.07666 [972] validation_0-mae:4643.38770 validation_1-mae:6019.85693 [973] validation_0-mae:4642.31836 validation_1-mae:6020.46289 [974] validation_0-mae:4640.87061 validation_1-mae:6020.08154 [975] validation_0-mae:4640.62207 validation_1-mae:6020.11914 [976] validation_0-mae:4639.39990 validation_1-mae:6019.86133 [977] validation_0-mae:4638.74951 validation_1-mae:6020.10986 [978] validation_0-mae:4637.88525 validation_1-mae:6020.49658 [979] validation_0-mae:4637.23047 validation_1-mae:6020.67822 [980] validation_0-mae:4636.14990 validation_1-mae:6020.25732 [981] validation_0-mae:4634.23926 validation_1-mae:6020.34619 [982] validation_0-mae:4633.47022 validation_1-mae:6020.28223 [983] validation_0-mae:4631.20020 validation_1-mae:6018.66699 [984] validation_0-mae:4628.48877 validation_1-mae:6017.90039 [985] validation_0-mae:4626.90967 validation_1-mae:6018.80176 [986] validation_0-mae:4625.16943 validation_1-mae:6019.41797 [987] validation_0-mae:4623.60400 validation_1-mae:6019.02832 [988] validation_0-mae:4622.08496 validation_1-mae:6018.57520 [989] validation_0-mae:4620.57422 validation_1-mae:6018.44092 [990] validation_0-mae:4618.40820 validation_1-mae:6018.32471 [991] validation_0-mae:4616.78516 validation_1-mae:6016.83008 [992] validation_0-mae:4615.90381 validation_1-mae:6017.30859 [993] validation_0-mae:4615.10938 validation_1-mae:6016.74023 [994] validation_0-mae:4614.12744 validation_1-mae:6016.81445 [995] validation_0-mae:4613.46680 validation_1-mae:6016.63281 [996] validation_0-mae:4612.33984 validation_1-mae:6017.09473 [997] validation_0-mae:4611.60938 validation_1-mae:6017.07275 [998] validation_0-mae:4610.48438 validation_1-mae:6016.91211 [999] validation_0-mae:4608.81250 validation_1-mae:6016.90576 [1000] validation_0-mae:4607.89404 validation_1-mae:6017.05273 [1001] validation_0-mae:4606.39697 validation_1-mae:6016.95020 [1002] validation_0-mae:4604.97461 validation_1-mae:6016.87109 [1003] validation_0-mae:4603.92871 validation_1-mae:6016.51758 [1004] validation_0-mae:4602.59570 validation_1-mae:6016.72266 [1005] validation_0-mae:4601.68994 validation_1-mae:6017.13818 [1006] validation_0-mae:4600.85156 validation_1-mae:6016.92676 [1007] validation_0-mae:4599.91846 validation_1-mae:6017.40039 [1008] validation_0-mae:4598.03467 validation_1-mae:6017.34522 [1009] validation_0-mae:4597.50879 validation_1-mae:6017.45801 [1010] validation_0-mae:4596.78320 validation_1-mae:6017.51562 [1011] validation_0-mae:4596.45166 validation_1-mae:6017.61621 [1012] validation_0-mae:4596.29395 validation_1-mae:6017.62061 [1013] validation_0-mae:4594.88965 validation_1-mae:6018.17920 [1014] validation_0-mae:4593.85840 validation_1-mae:6017.50342 [1015] validation_0-mae:4593.25781 validation_1-mae:6017.15478 [1016] validation_0-mae:4592.43848 validation_1-mae:6017.08398 [1017] validation_0-mae:4591.92578 validation_1-mae:6016.97900 [1018] validation_0-mae:4590.14551 validation_1-mae:6016.15576 [1019] validation_0-mae:4589.17188 validation_1-mae:6016.38574 [1020] validation_0-mae:4588.62207 validation_1-mae:6016.34033 [1021] validation_0-mae:4588.14404 validation_1-mae:6016.81103 [1022] validation_0-mae:4587.44189 validation_1-mae:6016.50391 [1023] validation_0-mae:4586.02978 validation_1-mae:6015.94775 [1024] validation_0-mae:4584.39062 validation_1-mae:6014.26318 [1025] validation_0-mae:4581.48291 validation_1-mae:6014.26904 [1026] validation_0-mae:4580.94434 validation_1-mae:6014.50049 [1027] validation_0-mae:4578.43311 validation_1-mae:6013.57617 [1028] validation_0-mae:4576.78272 validation_1-mae:6012.30273 [1029] validation_0-mae:4576.16357 validation_1-mae:6012.71582 [1030] validation_0-mae:4575.04736 validation_1-mae:6012.93994 [1031] validation_0-mae:4574.04639 validation_1-mae:6013.46728 [1032] validation_0-mae:4573.38281 validation_1-mae:6013.71143 [1033] validation_0-mae:4571.64600 validation_1-mae:6013.59375 [1034] validation_0-mae:4570.22070 validation_1-mae:6013.93115 [1035] validation_0-mae:4569.10645 validation_1-mae:6013.81299 [1036] validation_0-mae:4568.71191 validation_1-mae:6014.06152 [1037] validation_0-mae:4567.75244 validation_1-mae:6013.96924 [1038] validation_0-mae:4567.10498 validation_1-mae:6014.08740 [1039] validation_0-mae:4566.79248 validation_1-mae:6014.28076 [1040] validation_0-mae:4566.03467 validation_1-mae:6014.55322 [1041] validation_0-mae:4564.11084 validation_1-mae:6014.40039 [1042] validation_0-mae:4563.32764 validation_1-mae:6014.00977 [1043] validation_0-mae:4562.23438 validation_1-mae:6014.02295 [1044] validation_0-mae:4561.16309 validation_1-mae:6013.92871 [1045] validation_0-mae:4559.52930 validation_1-mae:6014.26953 [1046] validation_0-mae:4559.23438 validation_1-mae:6014.13672 [1047] validation_0-mae:4557.58545 validation_1-mae:6013.62500 [1048] validation_0-mae:4557.27783 validation_1-mae:6013.70312 [1049] validation_0-mae:4556.19775 validation_1-mae:6013.26074 [1050] validation_0-mae:4555.49756 validation_1-mae:6012.93945 [1051] validation_0-mae:4554.00537 validation_1-mae:6013.12305 [1052] validation_0-mae:4551.59424 validation_1-mae:6013.53809 [1053] validation_0-mae:4549.79004 validation_1-mae:6013.52783 [1054] validation_0-mae:4547.79590 validation_1-mae:6013.77441 [1055] validation_0-mae:4547.00293 validation_1-mae:6013.52978 [1056] validation_0-mae:4545.92529 validation_1-mae:6013.63818 [1057] validation_0-mae:4544.48193 validation_1-mae:6013.63037 [1058] validation_0-mae:4542.61475 validation_1-mae:6013.57080 [1059] validation_0-mae:4542.04883 validation_1-mae:6013.23633 [1060] validation_0-mae:4541.44482 validation_1-mae:6013.31445 [1061] validation_0-mae:4541.03809 validation_1-mae:6013.25781 [1062] validation_0-mae:4540.43457 validation_1-mae:6013.41846 [1063] validation_0-mae:4539.33545 validation_1-mae:6013.51660 [1064] validation_0-mae:4538.14258 validation_1-mae:6013.82178 [1065] validation_0-mae:4536.96728 validation_1-mae:6013.65478 [1066] validation_0-mae:4536.72168 validation_1-mae:6013.65039 [1067] validation_0-mae:4536.05615 validation_1-mae:6013.64160 [1068] validation_0-mae:4534.30664 validation_1-mae:6013.45557 [1069] validation_0-mae:4534.19434 validation_1-mae:6013.45508 [1070] validation_0-mae:4533.78125 validation_1-mae:6013.13623 [1071] validation_0-mae:4532.91992 validation_1-mae:6013.69580 [1072] validation_0-mae:4532.01318 validation_1-mae:6013.64307 [1073] validation_0-mae:4531.03027 validation_1-mae:6014.18262 [1074] validation_0-mae:4530.39600 validation_1-mae:6014.07227 [1075] validation_0-mae:4529.18701 validation_1-mae:6014.32227 [1076] validation_0-mae:4527.85889 validation_1-mae:6013.63525 [1077] validation_0-mae:4526.97949 validation_1-mae:6013.29883 [1078] validation_0-mae:4526.12647 validation_1-mae:6013.14697 [1079] validation_0-mae:4524.70117 validation_1-mae:6013.20947 [1080] validation_0-mae:4522.68652 validation_1-mae:6012.41992 [1081] validation_0-mae:4522.07959 validation_1-mae:6012.42041 [1082] validation_0-mae:4520.53760 validation_1-mae:6012.19580 [1083] validation_0-mae:4518.60596 validation_1-mae:6012.31348 [1084] validation_0-mae:4517.75635 validation_1-mae:6012.91211 [1085] validation_0-mae:4516.47803 validation_1-mae:6012.95996 [1086] validation_0-mae:4515.64258 validation_1-mae:6013.22314 [1087] validation_0-mae:4514.95898 validation_1-mae:6013.21728 [1088] validation_0-mae:4513.80078 validation_1-mae:6012.76367 [1089] validation_0-mae:4512.87012 validation_1-mae:6013.58838 [1090] validation_0-mae:4511.62207 validation_1-mae:6014.19873 [1091] validation_0-mae:4511.03223 validation_1-mae:6013.79053 [1092] validation_0-mae:4509.37109 validation_1-mae:6013.59570 [1093] validation_0-mae:4508.22510 validation_1-mae:6013.37744 [1094] validation_0-mae:4507.41895 validation_1-mae:6013.25147 [1095] validation_0-mae:4506.75830 validation_1-mae:6013.11963 [1096] validation_0-mae:4506.10889 validation_1-mae:6013.64697 [1097] validation_0-mae:4504.53027 validation_1-mae:6013.05176 [1098] validation_0-mae:4503.47754 validation_1-mae:6013.03613 [1099] validation_0-mae:4501.90625 validation_1-mae:6012.44092 [1100] validation_0-mae:4500.95801 validation_1-mae:6012.57910 [1101] validation_0-mae:4499.69678 validation_1-mae:6012.64160 [1102] validation_0-mae:4498.66455 validation_1-mae:6013.07812 [1103] validation_0-mae:4497.64551 validation_1-mae:6012.60449 [1104] validation_0-mae:4497.09717 validation_1-mae:6012.52051 [1105] validation_0-mae:4496.46289 validation_1-mae:6012.35840 [1106] validation_0-mae:4495.61133 validation_1-mae:6012.35352 [1107] validation_0-mae:4493.84473 validation_1-mae:6012.72705 [1108] validation_0-mae:4492.10547 validation_1-mae:6012.41357 [1109] validation_0-mae:4491.35254 validation_1-mae:6011.96826 [1110] validation_0-mae:4489.60742 validation_1-mae:6012.16016 [1111] validation_0-mae:4488.35449 validation_1-mae:6012.14697 [1112] validation_0-mae:4487.41797 validation_1-mae:6012.34424 [1113] validation_0-mae:4486.73047 validation_1-mae:6012.37451 [1114] validation_0-mae:4485.75977 validation_1-mae:6012.68799 [1115] validation_0-mae:4484.12451 validation_1-mae:6012.76709 [1116] validation_0-mae:4482.99658 validation_1-mae:6012.76953 [1117] validation_0-mae:4481.56689 validation_1-mae:6013.15332 [1118] validation_0-mae:4481.22607 validation_1-mae:6013.37842 [1119] validation_0-mae:4480.35693 validation_1-mae:6013.53174 [1120] validation_0-mae:4479.23682 validation_1-mae:6013.38086 [1121] validation_0-mae:4478.49512 validation_1-mae:6013.97754 [1122] validation_0-mae:4477.43164 validation_1-mae:6013.61768 [1123] validation_0-mae:4476.74951 validation_1-mae:6013.91846 [1124] validation_0-mae:4476.04492 validation_1-mae:6014.12647 [1125] validation_0-mae:4475.47070 validation_1-mae:6014.08887 [1126] validation_0-mae:4474.97314 validation_1-mae:6014.01123 [1127] validation_0-mae:4473.42480 validation_1-mae:6013.88623 [1128] validation_0-mae:4472.48145 validation_1-mae:6013.20508 [1129] validation_0-mae:4472.36084 validation_1-mae:6013.29443 [1130] validation_0-mae:4472.16455 validation_1-mae:6013.27734 [1131] validation_0-mae:4472.06885 validation_1-mae:6013.28613 [1132] validation_0-mae:4471.40772 validation_1-mae:6013.46533 [1133] validation_0-mae:4469.71240 validation_1-mae:6013.57471 [1134] validation_0-mae:4468.59912 validation_1-mae:6014.13184 [1135] validation_0-mae:4468.17627 validation_1-mae:6014.01318 [1136] validation_0-mae:4467.17285 validation_1-mae:6013.33545 [1137] validation_0-mae:4466.52930 validation_1-mae:6013.47559 [1138] validation_0-mae:4465.63477 validation_1-mae:6013.10059 [1139] validation_0-mae:4464.98730 validation_1-mae:6013.10938 [1140] validation_0-mae:4464.70361 validation_1-mae:6013.03467 [1141] validation_0-mae:4463.90820 validation_1-mae:6013.31397 [1142] validation_0-mae:4463.57861 validation_1-mae:6013.38721 [1143] validation_0-mae:4462.48633 validation_1-mae:6013.62598 [1144] validation_0-mae:4460.88477 validation_1-mae:6013.84131 [1145] validation_0-mae:4460.81982 validation_1-mae:6013.86719 [1146] validation_0-mae:4460.55908 validation_1-mae:6013.85449 [1147] validation_0-mae:4459.71143 validation_1-mae:6013.83594 [1148] validation_0-mae:4458.58984 validation_1-mae:6014.06494 [1149] validation_0-mae:4457.80664 validation_1-mae:6014.21875 [1150] validation_0-mae:4457.18164 validation_1-mae:6014.29150 [1151] validation_0-mae:4455.39648 validation_1-mae:6015.09180 [1152] validation_0-mae:4454.39941 validation_1-mae:6015.43994 [1153] validation_0-mae:4453.40527 validation_1-mae:6014.97363 [1154] validation_0-mae:4452.01123 validation_1-mae:6014.95020 [1155] validation_0-mae:4451.33496 validation_1-mae:6015.14160 [1156] validation_0-mae:4450.43555 validation_1-mae:6014.94385 [1157] validation_0-mae:4448.83350 validation_1-mae:6014.21436 [1158] validation_0-mae:4448.11670 validation_1-mae:6014.34766 [1159] validation_0-mae:4447.65625 validation_1-mae:6014.48535 [1160] validation_0-mae:4447.08252 validation_1-mae:6014.07910 [1161] validation_0-mae:4446.03467 validation_1-mae:6013.96484 [1162] validation_0-mae:4444.83887 validation_1-mae:6013.95605 [1163] validation_0-mae:4444.55957 validation_1-mae:6014.21533 [1164] validation_0-mae:4442.75000 validation_1-mae:6013.83594 [1165] validation_0-mae:4441.76367 validation_1-mae:6013.76514 [1166] validation_0-mae:4441.07812 validation_1-mae:6013.65234 [1167] validation_0-mae:4439.22266 validation_1-mae:6013.82373 [1168] validation_0-mae:4438.67383 validation_1-mae:6013.47217 [1169] validation_0-mae:4438.21045 validation_1-mae:6013.33447 [1170] validation_0-mae:4437.50342 validation_1-mae:6013.36328 [1171] validation_0-mae:4437.15527 validation_1-mae:6013.26318 [1172] validation_0-mae:4436.56445 validation_1-mae:6013.35840 [1173] validation_0-mae:4436.08496 validation_1-mae:6013.58740 [1174] validation_0-mae:4435.46875 validation_1-mae:6013.51758 [1175] validation_0-mae:4433.95166 validation_1-mae:6013.46973 [1176] validation_0-mae:4432.53125 validation_1-mae:6012.96777 [1177] validation_0-mae:4431.10400 validation_1-mae:6013.88281 [1178] validation_0-mae:4429.84033 validation_1-mae:6013.42139 [1179] validation_0-mae:4427.69482 validation_1-mae:6013.35791 [1180] validation_0-mae:4425.98877 validation_1-mae:6013.24609 [1181] validation_0-mae:4424.86182 validation_1-mae:6013.04346 [1182] validation_0-mae:4422.66846 validation_1-mae:6011.92236 [1183] validation_0-mae:4420.54736 validation_1-mae:6011.19580 [1184] validation_0-mae:4420.02539 validation_1-mae:6011.00391 [1185] validation_0-mae:4419.83740 validation_1-mae:6011.02344 [1186] validation_0-mae:4418.88037 validation_1-mae:6010.53125 [1187] validation_0-mae:4418.71631 validation_1-mae:6010.75977 [1188] validation_0-mae:4418.53369 validation_1-mae:6010.86768 [1189] validation_0-mae:4418.17627 validation_1-mae:6010.79541 [1190] validation_0-mae:4416.80420 validation_1-mae:6010.89014 [1191] validation_0-mae:4415.68066 validation_1-mae:6011.08496 [1192] validation_0-mae:4415.09033 validation_1-mae:6010.85059 [1193] validation_0-mae:4414.01074 validation_1-mae:6011.01172 [1194] validation_0-mae:4413.17627 validation_1-mae:6010.85059 [1195] validation_0-mae:4412.47998 validation_1-mae:6011.14697 [1196] validation_0-mae:4411.95898 validation_1-mae:6011.09228 [1197] validation_0-mae:4410.47461 validation_1-mae:6010.92773 [1198] validation_0-mae:4409.98975 validation_1-mae:6010.95215 [1199] validation_0-mae:4409.96582 validation_1-mae:6011.01367 [1200] validation_0-mae:4409.64893 validation_1-mae:6011.15869 [1201] validation_0-mae:4409.35547 validation_1-mae:6011.08203 [1202] validation_0-mae:4408.87842 validation_1-mae:6010.84033 [1203] validation_0-mae:4407.24951 validation_1-mae:6009.64160 [1204] validation_0-mae:4404.85840 validation_1-mae:6010.01270 [1205] validation_0-mae:4403.13965 validation_1-mae:6008.91016 [1206] validation_0-mae:4401.97559 validation_1-mae:6008.57617 [1207] validation_0-mae:4400.30225 validation_1-mae:6008.43115 [1208] validation_0-mae:4399.65137 validation_1-mae:6008.45850 [1209] validation_0-mae:4398.75635 validation_1-mae:6008.58398 [1210] validation_0-mae:4397.85352 validation_1-mae:6008.63721 [1211] validation_0-mae:4396.62647 validation_1-mae:6008.30420 [1212] validation_0-mae:4395.73877 validation_1-mae:6007.85205 [1213] validation_0-mae:4395.14990 validation_1-mae:6007.68457 [1214] validation_0-mae:4394.75781 validation_1-mae:6007.41699 [1215] validation_0-mae:4393.30078 validation_1-mae:6006.63330 [1216] validation_0-mae:4392.51660 validation_1-mae:6006.11084 [1217] validation_0-mae:4390.85059 validation_1-mae:6005.19922 [1218] validation_0-mae:4389.92871 validation_1-mae:6005.77637 [1219] validation_0-mae:4388.63818 validation_1-mae:6005.97314 [1220] validation_0-mae:4388.08447 validation_1-mae:6006.86133 [1221] validation_0-mae:4386.35498 validation_1-mae:6006.37842 [1222] validation_0-mae:4385.71338 validation_1-mae:6006.34424 [1223] validation_0-mae:4385.06592 validation_1-mae:6006.23438 [1224] validation_0-mae:4384.44971 validation_1-mae:6006.25879 [1225] validation_0-mae:4383.84131 validation_1-mae:6005.66309 [1226] validation_0-mae:4382.69922 validation_1-mae:6005.42578 [1227] validation_0-mae:4381.82520 validation_1-mae:6005.43408 [1228] validation_0-mae:4381.03076 validation_1-mae:6005.29541 [1229] validation_0-mae:4379.92627 validation_1-mae:6005.24463 [1230] validation_0-mae:4378.36475 validation_1-mae:6004.97217 [1231] validation_0-mae:4376.92725 validation_1-mae:6004.82910 [1232] validation_0-mae:4375.82861 validation_1-mae:6004.41211 [1233] validation_0-mae:4374.29736 validation_1-mae:6003.64014 [1234] validation_0-mae:4373.66602 validation_1-mae:6004.05615 [1235] validation_0-mae:4371.40674 validation_1-mae:6004.28467 [1236] validation_0-mae:4370.04443 validation_1-mae:6004.05762 [1237] validation_0-mae:4368.78223 validation_1-mae:6004.69092 [1238] validation_0-mae:4368.19385 validation_1-mae:6004.85059 [1239] validation_0-mae:4366.47852 validation_1-mae:6004.86816 [1240] validation_0-mae:4365.21338 validation_1-mae:6004.78125 [1241] validation_0-mae:4363.51270 validation_1-mae:6004.90820 [1242] validation_0-mae:4362.60938 validation_1-mae:6005.04297 [1243] validation_0-mae:4361.85645 validation_1-mae:6004.98438 [1244] validation_0-mae:4360.29150 validation_1-mae:6005.12061 [1245] validation_0-mae:4359.35547 validation_1-mae:6004.50049 [1246] validation_0-mae:4357.56689 validation_1-mae:6004.43555 [1247] validation_0-mae:4356.96240 validation_1-mae:6004.46094 [1248] validation_0-mae:4356.06836 validation_1-mae:6004.78809 [1249] validation_0-mae:4354.85352 validation_1-mae:6005.17480 [1250] validation_0-mae:4354.53174 validation_1-mae:6005.18799 [1251] validation_0-mae:4353.87598 validation_1-mae:6005.32520 [1252] validation_0-mae:4353.16797 validation_1-mae:6004.99951 [1253] validation_0-mae:4352.31201 validation_1-mae:6004.62207 [1254] validation_0-mae:4351.25635 validation_1-mae:6003.92773 [1255] validation_0-mae:4349.83545 validation_1-mae:6004.34131 [1256] validation_0-mae:4348.74658 validation_1-mae:6004.64014 [1257] validation_0-mae:4347.89795 validation_1-mae:6004.94189 [1258] validation_0-mae:4347.40772 validation_1-mae:6004.89307 [1259] validation_0-mae:4346.10107 validation_1-mae:6004.38037 [1260] validation_0-mae:4345.39893 validation_1-mae:6004.73633 [1261] validation_0-mae:4345.33496 validation_1-mae:6004.76318 [1262] validation_0-mae:4344.24316 validation_1-mae:6004.84961 [1263] validation_0-mae:4343.57080 validation_1-mae:6004.77978 [1264] validation_0-mae:4342.83350 validation_1-mae:6004.70117 [1265] validation_0-mae:4341.45312 validation_1-mae:6004.91455 [1266] validation_0-mae:4339.92578 validation_1-mae:6004.82666 [1267] validation_0-mae:4338.75195 validation_1-mae:6005.24463 [1268] validation_0-mae:4338.33887 validation_1-mae:6005.60205 [1269] validation_0-mae:4336.94971 validation_1-mae:6005.45654 [1270] validation_0-mae:4336.02978 validation_1-mae:6005.44482 [1271] validation_0-mae:4335.52734 validation_1-mae:6005.55127 [1272] validation_0-mae:4335.14258 validation_1-mae:6005.61084 [1273] validation_0-mae:4334.45703 validation_1-mae:6005.59619 [1274] validation_0-mae:4333.89453 validation_1-mae:6005.72852 [1275] validation_0-mae:4333.46875 validation_1-mae:6005.60938 [1276] validation_0-mae:4333.07861 validation_1-mae:6005.61133 [1277] validation_0-mae:4332.29053 validation_1-mae:6005.55713 [1278] validation_0-mae:4331.08105 validation_1-mae:6005.84473 [1279] validation_0-mae:4330.44580 validation_1-mae:6005.72510 [1280] validation_0-mae:4330.10400 validation_1-mae:6005.69922 [1281] validation_0-mae:4329.30566 validation_1-mae:6005.59961 [1282] validation_0-mae:4328.75928 validation_1-mae:6005.57080 [1283] validation_0-mae:4328.06885 validation_1-mae:6005.63672 [1284] validation_0-mae:4326.35303 validation_1-mae:6005.76367 [1285] validation_0-mae:4325.63379 validation_1-mae:6005.35791 [1286] validation_0-mae:4323.95068 validation_1-mae:6006.23145 [1287] validation_0-mae:4322.68848 validation_1-mae:6006.82275 [1288] validation_0-mae:4321.64990 validation_1-mae:6006.21582 [1289] validation_0-mae:4321.42041 validation_1-mae:6006.46826 [1290] validation_0-mae:4320.98926 validation_1-mae:6006.59912 [1291] validation_0-mae:4320.96191 validation_1-mae:6006.62695 [1292] validation_0-mae:4319.58203 validation_1-mae:6007.13574 [1293] validation_0-mae:4318.97022 validation_1-mae:6007.17822 [1294] validation_0-mae:4317.68603 validation_1-mae:6007.31348 [1295] validation_0-mae:4317.30811 validation_1-mae:6007.19531 [1296] validation_0-mae:4317.04736 validation_1-mae:6007.04199 [1297] validation_0-mae:4316.77490 validation_1-mae:6007.03760 [1298] validation_0-mae:4315.38672 validation_1-mae:6007.17139 [1299] validation_0-mae:4313.46240 validation_1-mae:6006.91016 [1300] validation_0-mae:4312.92969 validation_1-mae:6007.21777 [1301] validation_0-mae:4312.48145 validation_1-mae:6007.56543 [1302] validation_0-mae:4310.99316 validation_1-mae:6008.41895 [1303] validation_0-mae:4310.60938 validation_1-mae:6008.42969 [1304] validation_0-mae:4309.16699 validation_1-mae:6008.22803 [1305] validation_0-mae:4307.71191 validation_1-mae:6007.83105 [1306] validation_0-mae:4306.51904 validation_1-mae:6007.27246 [1307] validation_0-mae:4305.75879 validation_1-mae:6007.92822 [1308] validation_0-mae:4305.29639 validation_1-mae:6007.94141 [1309] validation_0-mae:4304.84277 validation_1-mae:6008.11963 [1310] validation_0-mae:4303.11279 validation_1-mae:6008.77637 [1311] validation_0-mae:4302.02881 validation_1-mae:6008.58545 [1312] validation_0-mae:4301.80469 validation_1-mae:6008.58789 [1313] validation_0-mae:4300.86230 validation_1-mae:6008.97217 [1314] validation_0-mae:4299.79004 validation_1-mae:6009.05469 [1315] validation_0-mae:4298.70996 validation_1-mae:6009.37793 [1316] validation_0-mae:4297.20312 validation_1-mae:6009.43213 [1317] validation_0-mae:4295.79053 validation_1-mae:6008.09473 [1318] validation_0-mae:4294.69824 validation_1-mae:6007.62744 [1319] validation_0-mae:4293.61572 validation_1-mae:6007.85596 [1320] validation_0-mae:4292.10938 validation_1-mae:6008.10742 [1321] validation_0-mae:4291.54150 validation_1-mae:6007.94629 [1322] validation_0-mae:4290.54297 validation_1-mae:6007.97022 [1323] validation_0-mae:4289.56982 validation_1-mae:6007.41455 [1324] validation_0-mae:4288.35254 validation_1-mae:6007.38037 [1325] validation_0-mae:4287.15967 validation_1-mae:6007.15869 [1326] validation_0-mae:4285.81885 validation_1-mae:6007.30811 [1327] validation_0-mae:4284.25195 validation_1-mae:6007.04883 [1328] validation_0-mae:4283.37988 validation_1-mae:6007.05225 [1329] validation_0-mae:4282.57324 validation_1-mae:6007.39795 [1330] validation_0-mae:4281.16064 validation_1-mae:6007.59522 [1331] validation_0-mae:4279.64600 validation_1-mae:6006.80420 [1332] validation_0-mae:4278.79541 validation_1-mae:6006.55762 [1333] validation_0-mae:4277.92676 validation_1-mae:6006.47510 [1334] validation_0-mae:4276.78027 validation_1-mae:6006.16504 [1335] validation_0-mae:4275.22070 validation_1-mae:6006.43945 [1336] validation_0-mae:4274.22412 validation_1-mae:6006.04395 [1337] validation_0-mae:4273.59814 validation_1-mae:6005.75195 [1338] validation_0-mae:4272.42871 validation_1-mae:6005.51074 [1339] validation_0-mae:4271.23438 validation_1-mae:6005.79199 [1340] validation_0-mae:4270.34668 validation_1-mae:6005.92188 [1341] validation_0-mae:4269.48486 validation_1-mae:6005.96338 [1342] validation_0-mae:4268.65039 validation_1-mae:6005.67627 [1343] validation_0-mae:4268.01172 validation_1-mae:6005.72803 [1344] validation_0-mae:4267.04590 validation_1-mae:6005.63184 [1345] validation_0-mae:4266.36475 validation_1-mae:6005.53418 [1346] validation_0-mae:4265.79346 validation_1-mae:6005.38965 [1347] validation_0-mae:4264.93359 validation_1-mae:6006.00488 [1348] validation_0-mae:4264.26465 validation_1-mae:6006.27100 [1349] validation_0-mae:4263.62451 validation_1-mae:6005.94043 [1350] validation_0-mae:4262.60498 validation_1-mae:6005.73389 [1351] validation_0-mae:4261.76562 validation_1-mae:6005.99756 [1352] validation_0-mae:4259.75928 validation_1-mae:6005.83057 [1353] validation_0-mae:4258.08643 validation_1-mae:6005.71973 [1354] validation_0-mae:4257.53369 validation_1-mae:6005.73926 [1355] validation_0-mae:4256.90527 validation_1-mae:6005.85889 [1356] validation_0-mae:4255.76709 validation_1-mae:6005.89307 [1357] validation_0-mae:4254.64209 validation_1-mae:6006.31299 [1358] validation_0-mae:4253.85596 validation_1-mae:6006.38818 [1359] validation_0-mae:4253.33008 validation_1-mae:6006.67822 [1360] validation_0-mae:4252.71973 validation_1-mae:6006.81397 [1361] validation_0-mae:4251.85742 validation_1-mae:6006.61279 [1362] validation_0-mae:4250.69043 validation_1-mae:6006.55420 [1363] validation_0-mae:4249.67236 validation_1-mae:6006.40674 [1364] validation_0-mae:4248.67188 validation_1-mae:6006.78272 [1365] validation_0-mae:4247.64355 validation_1-mae:6006.77344 [1366] validation_0-mae:4247.04053 validation_1-mae:6006.38477 [1367] validation_0-mae:4246.02148 validation_1-mae:6006.64551 [1368] validation_0-mae:4244.52441 validation_1-mae:6005.86768 [1369] validation_0-mae:4243.70996 validation_1-mae:6006.12500 [1370] validation_0-mae:4242.46973 validation_1-mae:6006.24902 [1371] validation_0-mae:4241.60596 validation_1-mae:6006.10840 [1372] validation_0-mae:4241.01514 validation_1-mae:6006.48682 [1373] validation_0-mae:4240.26465 validation_1-mae:6006.57568 [1374] validation_0-mae:4239.51416 validation_1-mae:6006.91992 [1375] validation_0-mae:4238.71484 validation_1-mae:6007.14746 [1376] validation_0-mae:4237.75879 validation_1-mae:6007.28906 [1377] validation_0-mae:4237.39307 validation_1-mae:6007.48584 [1378] validation_0-mae:4236.64307 validation_1-mae:6007.20850 [1379] validation_0-mae:4235.34961 validation_1-mae:6007.62451 [1380] validation_0-mae:4234.15234 validation_1-mae:6007.99512 [1381] validation_0-mae:4233.85205 validation_1-mae:6008.07275 [1382] validation_0-mae:4233.20264 validation_1-mae:6007.93506 [1383] validation_0-mae:4232.61768 validation_1-mae:6008.01074 [1384] validation_0-mae:4232.19336 validation_1-mae:6007.99658 [1385] validation_0-mae:4231.88525 validation_1-mae:6007.97510 [1386] validation_0-mae:4231.22314 validation_1-mae:6007.94678 [1387] validation_0-mae:4229.40478 validation_1-mae:6008.19434 [1388] validation_0-mae:4228.77051 validation_1-mae:6008.67090 [1389] validation_0-mae:4228.12647 validation_1-mae:6008.44873 [1390] validation_0-mae:4227.85010 validation_1-mae:6008.53857 [1391] validation_0-mae:4226.64014 validation_1-mae:6007.90137 [1392] validation_0-mae:4226.05957 validation_1-mae:6008.15478 [1393] validation_0-mae:4225.49023 validation_1-mae:6008.01318 [1394] validation_0-mae:4224.62353 validation_1-mae:6008.07568 [1395] validation_0-mae:4224.11865 validation_1-mae:6007.95410 [1396] validation_0-mae:4223.54248 validation_1-mae:6007.81103 [1397] validation_0-mae:4223.36816 validation_1-mae:6007.81397 [1398] validation_0-mae:4222.86816 validation_1-mae:6008.10791 [1399] validation_0-mae:4222.49853 validation_1-mae:6008.21777 [1400] validation_0-mae:4220.90820 validation_1-mae:6008.16602 [1401] validation_0-mae:4220.18408 validation_1-mae:6008.58740 [1402] validation_0-mae:4219.48682 validation_1-mae:6008.84424 [1403] validation_0-mae:4218.63623 validation_1-mae:6008.25293 [1404] validation_0-mae:4217.93359 validation_1-mae:6008.16699 [1405] validation_0-mae:4217.77197 validation_1-mae:6008.12744 [1406] validation_0-mae:4217.57031 validation_1-mae:6008.19531 [1407] validation_0-mae:4217.06299 validation_1-mae:6008.34082 [1408] validation_0-mae:4216.78955 validation_1-mae:6008.24414 [1409] validation_0-mae:4216.43750 validation_1-mae:6008.03027 [1410] validation_0-mae:4216.02051 validation_1-mae:6008.36279 [1411] validation_0-mae:4215.93311 validation_1-mae:6008.42188 [1412] validation_0-mae:4215.54248 validation_1-mae:6008.28760 [1413] validation_0-mae:4214.63818 validation_1-mae:6008.47510 [1414] validation_0-mae:4214.13086 validation_1-mae:6008.64648 [1415] validation_0-mae:4212.51270 validation_1-mae:6008.86865 [1416] validation_0-mae:4211.24951 validation_1-mae:6008.58398 [1417] validation_0-mae:4209.29785 validation_1-mae:6008.74805 [1418] validation_0-mae:4208.31787 validation_1-mae:6008.66846 [1419] validation_0-mae:4207.44922 validation_1-mae:6009.07373 [1420] validation_0-mae:4206.52930 validation_1-mae:6009.04395 [1421] validation_0-mae:4205.20020 validation_1-mae:6008.14648 [1422] validation_0-mae:4204.62500 validation_1-mae:6008.53076 [1423] validation_0-mae:4203.01562 validation_1-mae:6008.72461 [1424] validation_0-mae:4202.23975 validation_1-mae:6008.61670 [1425] validation_0-mae:4201.50781 validation_1-mae:6008.65381 [1426] validation_0-mae:4199.95410 validation_1-mae:6009.28809 [1427] validation_0-mae:4199.00928 validation_1-mae:6009.86426 [1428] validation_0-mae:4196.90918 validation_1-mae:6010.50244 [1429] validation_0-mae:4196.20117 validation_1-mae:6010.65478 [1430] validation_0-mae:4194.82129 validation_1-mae:6010.65234 [1431] validation_0-mae:4193.08252 validation_1-mae:6010.11719 [1432] validation_0-mae:4191.17529 validation_1-mae:6010.56689 [1433] validation_0-mae:4189.02734 validation_1-mae:6009.24170 [1434] validation_0-mae:4187.33643 validation_1-mae:6008.55957 [1435] validation_0-mae:4186.02734 validation_1-mae:6008.14941 [1436] validation_0-mae:4185.30713 validation_1-mae:6007.97949 [1437] validation_0-mae:4183.97314 validation_1-mae:6008.11035 [1438] validation_0-mae:4182.87500 validation_1-mae:6008.07031 [1439] validation_0-mae:4181.99805 validation_1-mae:6008.56055 [1440] validation_0-mae:4180.55371 validation_1-mae:6008.61182 [1441] validation_0-mae:4179.38379 validation_1-mae:6008.56641 [1442] validation_0-mae:4178.69189 validation_1-mae:6008.67139 [1443] validation_0-mae:4177.18555 validation_1-mae:6008.91309 [1444] validation_0-mae:4176.20215 validation_1-mae:6008.53467 [1445] validation_0-mae:4175.63232 validation_1-mae:6008.33203 [1446] validation_0-mae:4174.79248 validation_1-mae:6008.30225 [1447] validation_0-mae:4173.89990 validation_1-mae:6008.58105 [1448] validation_0-mae:4173.57910 validation_1-mae:6008.85742 [1449] validation_0-mae:4173.26270 validation_1-mae:6008.97900 [1450] validation_0-mae:4172.75830 validation_1-mae:6008.79199 [1451] validation_0-mae:4172.52881 validation_1-mae:6008.76318 [1452] validation_0-mae:4172.02637 validation_1-mae:6008.71094 [1453] validation_0-mae:4171.41846 validation_1-mae:6009.02783 [1454] validation_0-mae:4171.18506 validation_1-mae:6008.84424 [1455] validation_0-mae:4170.39795 validation_1-mae:6009.21387 [1456] validation_0-mae:4169.99072 validation_1-mae:6009.37305 [1457] validation_0-mae:4169.54980 validation_1-mae:6009.39111 [1458] validation_0-mae:4168.94727 validation_1-mae:6009.88867 [1459] validation_0-mae:4168.39307 validation_1-mae:6009.67236 [1460] validation_0-mae:4167.20947 validation_1-mae:6010.12939 [1461] validation_0-mae:4166.38281 validation_1-mae:6010.09375 [1462] validation_0-mae:4165.74658 validation_1-mae:6010.29443 [1463] validation_0-mae:4165.05322 validation_1-mae:6010.38135 [1464] validation_0-mae:4164.23779 validation_1-mae:6010.40723 [1465] validation_0-mae:4164.00928 validation_1-mae:6010.41797 [1466] validation_0-mae:4163.47266 validation_1-mae:6010.46436 [1467] validation_0-mae:4163.07227 validation_1-mae:6010.65820 [1468] validation_0-mae:4162.98242 validation_1-mae:6010.67285 [1469] validation_0-mae:4162.85449 validation_1-mae:6010.68506 [1470] validation_0-mae:4162.51416 validation_1-mae:6010.53857 [1471] validation_0-mae:4161.79541 validation_1-mae:6010.23877 [1472] validation_0-mae:4161.41650 validation_1-mae:6010.49463 [1473] validation_0-mae:4160.28662 validation_1-mae:6010.60254 [1474] validation_0-mae:4159.81201 validation_1-mae:6010.55664 [1475] validation_0-mae:4159.23877 validation_1-mae:6010.58154 [1476] validation_0-mae:4158.03076 validation_1-mae:6010.09814 [1477] validation_0-mae:4157.39502 validation_1-mae:6010.19873 [1478] validation_0-mae:4157.02441 validation_1-mae:6010.11670 [1479] validation_0-mae:4155.92041 validation_1-mae:6010.94531 [1480] validation_0-mae:4155.47217 validation_1-mae:6011.21973 [1481] validation_0-mae:4154.66846 validation_1-mae:6011.04346 [1482] validation_0-mae:4154.10840 validation_1-mae:6011.07861 [1483] validation_0-mae:4152.66748 validation_1-mae:6010.86426 [1484] validation_0-mae:4150.94238 validation_1-mae:6010.82422 [1485] validation_0-mae:4149.42383 validation_1-mae:6010.87891 [1486] validation_0-mae:4148.36475 validation_1-mae:6010.17578 [1487] validation_0-mae:4147.36523 validation_1-mae:6010.41016 [1488] validation_0-mae:4146.29150 validation_1-mae:6010.13086 [1489] validation_0-mae:4145.40478 validation_1-mae:6010.26074 [1490] validation_0-mae:4144.87744 validation_1-mae:6010.30518 [1491] validation_0-mae:4142.91064 validation_1-mae:6009.85205 [1492] validation_0-mae:4142.54248 validation_1-mae:6009.88672 [1493] validation_0-mae:4141.95020 validation_1-mae:6009.74316 [1494] validation_0-mae:4141.38770 validation_1-mae:6009.65478 [1495] validation_0-mae:4140.19971 validation_1-mae:6009.44971 [1496] validation_0-mae:4140.11865 validation_1-mae:6009.41553 [1497] validation_0-mae:4138.97363 validation_1-mae:6009.21777 [1498] validation_0-mae:4138.06982 validation_1-mae:6008.79688 [1499] validation_0-mae:4137.35986 validation_1-mae:6009.15820 [1500] validation_0-mae:4136.24512 validation_1-mae:6009.26465 [1501] validation_0-mae:4135.44141 validation_1-mae:6009.50732 [1502] validation_0-mae:4134.25439 validation_1-mae:6009.35010 [1503] validation_0-mae:4133.72217 validation_1-mae:6009.42188 [1504] validation_0-mae:4133.35498 validation_1-mae:6009.26123 [1505] validation_0-mae:4132.98535 validation_1-mae:6009.22998 [1506] validation_0-mae:4132.69580 validation_1-mae:6009.06494 [1507] validation_0-mae:4132.52441 validation_1-mae:6009.12402 [1508] validation_0-mae:4132.38818 validation_1-mae:6009.10986 [1509] validation_0-mae:4130.83252 validation_1-mae:6009.17627 [1510] validation_0-mae:4129.47607 validation_1-mae:6009.11475 [1511] validation_0-mae:4127.91943 validation_1-mae:6007.36865 [1512] validation_0-mae:4127.12891 validation_1-mae:6007.51855 [1513] validation_0-mae:4126.06103 validation_1-mae:6007.63525 [1514] validation_0-mae:4124.65283 validation_1-mae:6007.27002 [1515] validation_0-mae:4123.96143 validation_1-mae:6007.40332 [1516] validation_0-mae:4123.40625 validation_1-mae:6007.76221 [1517] validation_0-mae:4123.13086 validation_1-mae:6007.75928 [1518] validation_0-mae:4121.77100 validation_1-mae:6006.95850 [1519] validation_0-mae:4121.35742 validation_1-mae:6006.94287 [1520] validation_0-mae:4120.28467 validation_1-mae:6006.42822 [1521] validation_0-mae:4119.81934 validation_1-mae:6006.52978 [1522] validation_0-mae:4119.46240 validation_1-mae:6006.66748 [1523] validation_0-mae:4119.30371 validation_1-mae:6006.85352 [1524] validation_0-mae:4118.47754 validation_1-mae:6006.33008 [1525] validation_0-mae:4117.86279 validation_1-mae:6006.26416 [1526] validation_0-mae:4116.76855 validation_1-mae:6005.28174 [1527] validation_0-mae:4115.68213 validation_1-mae:6005.49219 [1528] validation_0-mae:4114.67139 validation_1-mae:6005.27051 [1529] validation_0-mae:4113.37012 validation_1-mae:6005.03076 [1530] validation_0-mae:4112.62353 validation_1-mae:6005.19922 [1531] validation_0-mae:4111.66260 validation_1-mae:6004.69287 [1532] validation_0-mae:4111.11816 validation_1-mae:6004.49658 [1533] validation_0-mae:4110.30322 validation_1-mae:6004.35742 [1534] validation_0-mae:4109.71143 validation_1-mae:6004.06836 [1535] validation_0-mae:4109.08350 validation_1-mae:6004.08350 [1536] validation_0-mae:4108.67139 validation_1-mae:6004.06445 [1537] validation_0-mae:4107.77539 validation_1-mae:6003.87500 [1538] validation_0-mae:4107.31299 validation_1-mae:6003.86816 [1539] validation_0-mae:4106.65332 validation_1-mae:6004.10449 [1540] validation_0-mae:4106.20703 validation_1-mae:6004.19580 [1541] validation_0-mae:4105.50342 validation_1-mae:6003.97656 [1542] validation_0-mae:4105.12793 validation_1-mae:6003.81445 [1543] validation_0-mae:4104.46875 validation_1-mae:6003.70459 [1544] validation_0-mae:4103.99609 validation_1-mae:6003.89355 [1545] validation_0-mae:4103.51709 validation_1-mae:6003.91113 [1546] validation_0-mae:4101.71973 validation_1-mae:6004.60547 [1547] validation_0-mae:4101.31836 validation_1-mae:6004.67480 [1548] validation_0-mae:4100.53516 validation_1-mae:6004.27832 [1549] validation_0-mae:4099.63184 validation_1-mae:6003.79150 [1550] validation_0-mae:4099.33789 validation_1-mae:6003.70557 [1551] validation_0-mae:4098.45020 validation_1-mae:6003.89600 [1552] validation_0-mae:4097.58643 validation_1-mae:6004.00488 [1553] validation_0-mae:4096.85010 validation_1-mae:6003.85840 [1554] validation_0-mae:4095.55713 validation_1-mae:6004.31738 [1555] validation_0-mae:4093.96680 validation_1-mae:6004.56201 [1556] validation_0-mae:4093.32105 validation_1-mae:6004.62451 [1557] validation_0-mae:4091.79297 validation_1-mae:6004.64062 [1558] validation_0-mae:4090.65186 validation_1-mae:6004.61475 [1559] validation_0-mae:4090.07617 validation_1-mae:6004.93701 [1560] validation_0-mae:4089.56592 validation_1-mae:6005.03369 [1561] validation_0-mae:4088.95947 validation_1-mae:6004.94531 [1562] validation_0-mae:4087.79639 validation_1-mae:6004.87549 [1563] validation_0-mae:4086.05884 validation_1-mae:6004.21582 [1564] validation_0-mae:4085.92725 validation_1-mae:6004.07617 [1565] validation_0-mae:4085.21655 validation_1-mae:6004.02734 [1566] validation_0-mae:4084.11938 validation_1-mae:6003.83789 [1567] validation_0-mae:4083.42261 validation_1-mae:6003.54053 [1568] validation_0-mae:4082.97803 validation_1-mae:6003.57080 [1569] validation_0-mae:4082.62158 validation_1-mae:6003.80713 [1570] validation_0-mae:4081.67676 validation_1-mae:6003.64502 [1571] validation_0-mae:4080.37280 validation_1-mae:6003.29297 [1572] validation_0-mae:4079.93726 validation_1-mae:6003.58008 [1573] validation_0-mae:4078.81079 validation_1-mae:6003.35840 [1574] validation_0-mae:4078.06470 validation_1-mae:6003.39307 [1575] validation_0-mae:4077.59180 validation_1-mae:6003.54395 [1576] validation_0-mae:4076.75317 validation_1-mae:6003.67529 [1577] validation_0-mae:4076.11133 validation_1-mae:6003.90088 [1578] validation_0-mae:4075.66309 validation_1-mae:6004.16943 [1579] validation_0-mae:4074.83862 validation_1-mae:6004.16357 [1580] validation_0-mae:4073.07105 validation_1-mae:6004.01807 [1581] validation_0-mae:4072.22974 validation_1-mae:6004.22705 [1582] validation_0-mae:4071.24072 validation_1-mae:6004.22754 [1583] validation_0-mae:4070.55322 validation_1-mae:6004.07178 [1584] validation_0-mae:4069.69287 validation_1-mae:6004.17432 [1585] validation_0-mae:4068.65625 validation_1-mae:6003.87451 [1586] validation_0-mae:4068.23608 validation_1-mae:6003.80811 [1587] validation_0-mae:4068.16235 validation_1-mae:6003.79834 [1588] validation_0-mae:4067.57324 validation_1-mae:6003.62647 [1589] validation_0-mae:4065.80200 validation_1-mae:6003.61328 [1590] validation_0-mae:4064.89673 validation_1-mae:6003.30859 [1591] validation_0-mae:4064.54077 validation_1-mae:6003.42236 [1592] validation_0-mae:4064.04297 validation_1-mae:6003.40674 [1593] validation_0-mae:4063.36645 validation_1-mae:6003.50732 [1594] validation_0-mae:4062.44312 validation_1-mae:6003.79346 [1595] validation_0-mae:4061.68677 validation_1-mae:6004.03662 [1596] validation_0-mae:4060.95581 validation_1-mae:6004.10840 [1597] validation_0-mae:4059.41992 validation_1-mae:6004.46045 [1598] validation_0-mae:4058.72925 validation_1-mae:6004.33887 [1599] validation_0-mae:4057.75781 validation_1-mae:6004.21924 [1600] validation_0-mae:4057.06787 validation_1-mae:6004.71436 [1601] validation_0-mae:4055.94189 validation_1-mae:6004.64307 [1602] validation_0-mae:4055.44971 validation_1-mae:6004.65918 [1603] validation_0-mae:4054.12305 validation_1-mae:6004.20361 [1604] validation_0-mae:4052.75781 validation_1-mae:6003.96582 [1605] validation_0-mae:4051.37085 validation_1-mae:6003.65576 [1606] validation_0-mae:4050.09473 validation_1-mae:6003.13477 [1607] validation_0-mae:4049.43188 validation_1-mae:6003.31152 [1608] validation_0-mae:4048.81738 validation_1-mae:6003.57910 [1609] validation_0-mae:4047.69116 validation_1-mae:6003.17334 [1610] validation_0-mae:4045.86694 validation_1-mae:6003.54248 [1611] validation_0-mae:4045.24268 validation_1-mae:6004.16064 [1612] validation_0-mae:4044.41870 validation_1-mae:6004.05029 [1613] validation_0-mae:4043.78931 validation_1-mae:6004.31397 [1614] validation_0-mae:4043.22949 validation_1-mae:6004.51025 [1615] validation_0-mae:4042.15405 validation_1-mae:6004.04492 [1616] validation_0-mae:4041.32544 validation_1-mae:6003.79443 [1617] validation_0-mae:4040.89917 validation_1-mae:6003.55908 [1618] validation_0-mae:4039.94141 validation_1-mae:6003.59570 [1619] validation_0-mae:4038.27295 validation_1-mae:6003.15381 [1620] validation_0-mae:4037.64185 validation_1-mae:6003.16064 [1621] validation_0-mae:4036.06689 validation_1-mae:6003.06299 [1622] validation_0-mae:4035.62183 validation_1-mae:6003.16797 [1623] validation_0-mae:4034.46729 validation_1-mae:6003.23730 [1624] validation_0-mae:4034.08618 validation_1-mae:6003.10254 [1625] validation_0-mae:4033.59302 validation_1-mae:6003.46484 [1626] validation_0-mae:4033.50220 validation_1-mae:6003.52588 [1627] validation_0-mae:4032.74609 validation_1-mae:6003.46631 [1628] validation_0-mae:4032.05591 validation_1-mae:6003.54639 [1629] validation_0-mae:4031.00879 validation_1-mae:6003.59522 [1630] validation_0-mae:4030.18213 validation_1-mae:6003.51221 [1631] validation_0-mae:4029.20874 validation_1-mae:6004.02686 [1632] validation_0-mae:4028.93604 validation_1-mae:6003.94922 [1633] validation_0-mae:4027.87280 validation_1-mae:6003.67480 [1634] validation_0-mae:4027.02417 validation_1-mae:6003.93994 [1635] validation_0-mae:4026.65869 validation_1-mae:6004.23877 [1636] validation_0-mae:4026.23584 validation_1-mae:6004.31982 [1637] validation_0-mae:4025.36792 validation_1-mae:6004.31543 [1638] validation_0-mae:4024.57349 validation_1-mae:6004.43457 [1639] validation_0-mae:4024.02637 validation_1-mae:6004.45654 [1640] validation_0-mae:4023.16650 validation_1-mae:6004.18848 [1641] validation_0-mae:4023.00562 validation_1-mae:6004.22705 [1642] validation_0-mae:4022.49536 validation_1-mae:6003.95117 [1643] validation_0-mae:4021.38232 validation_1-mae:6004.14209 [1644] validation_0-mae:4020.60059 validation_1-mae:6004.00195 [1645] validation_0-mae:4019.87109 validation_1-mae:6003.49951 [1646] validation_0-mae:4019.35815 validation_1-mae:6003.19727 [1647] validation_0-mae:4018.89648 validation_1-mae:6003.11182 [1648] validation_0-mae:4018.06055 validation_1-mae:6002.90723 [1649] validation_0-mae:4017.52393 validation_1-mae:6003.20654 [1650] validation_0-mae:4016.81104 validation_1-mae:6003.17529 [1651] validation_0-mae:4015.99512 validation_1-mae:6003.09180 [1652] validation_0-mae:4015.57739 validation_1-mae:6003.28467 [1653] validation_0-mae:4015.24609 validation_1-mae:6003.39014 [1654] validation_0-mae:4014.43115 validation_1-mae:6003.56543 [1655] validation_0-mae:4013.89160 validation_1-mae:6003.80225 [1656] validation_0-mae:4013.84229 validation_1-mae:6003.84180 [1657] validation_0-mae:4013.33057 validation_1-mae:6003.97803 [1658] validation_0-mae:4012.92139 validation_1-mae:6004.15820 [1659] validation_0-mae:4011.77881 validation_1-mae:6003.83936 [1660] validation_0-mae:4010.46509 validation_1-mae:6003.58740 [1661] validation_0-mae:4009.92188 validation_1-mae:6003.57666 [1662] validation_0-mae:4009.12427 validation_1-mae:6003.46875 [1663] validation_0-mae:4008.52515 validation_1-mae:6003.20215 [1664] validation_0-mae:4008.44385 validation_1-mae:6003.16553 [1665] validation_0-mae:4008.07837 validation_1-mae:6003.24512 [1666] validation_0-mae:4007.00830 validation_1-mae:6002.95361 [1667] validation_0-mae:4006.30273 validation_1-mae:6002.64160 [1668] validation_0-mae:4005.84082 validation_1-mae:6002.41016 [1669] validation_0-mae:4005.11670 validation_1-mae:6002.90967 [1670] validation_0-mae:4004.09253 validation_1-mae:6003.05371 [1671] validation_0-mae:4002.81445 validation_1-mae:6002.72754 [1672] validation_0-mae:4001.78931 validation_1-mae:6002.60205 [1673] validation_0-mae:4000.38477 validation_1-mae:6002.63818 [1674] validation_0-mae:3999.24902 validation_1-mae:6002.83398 [1675] validation_0-mae:3998.40869 validation_1-mae:6002.87402 [1676] validation_0-mae:3997.57642 validation_1-mae:6002.66650 [1677] validation_0-mae:3996.51514 validation_1-mae:6002.60156 [1678] validation_0-mae:3996.16284 validation_1-mae:6002.86621 [1679] validation_0-mae:3995.51269 validation_1-mae:6002.95068 [1680] validation_0-mae:3995.10571 validation_1-mae:6002.85205 [1681] validation_0-mae:3994.56958 validation_1-mae:6002.82617 [1682] validation_0-mae:3993.99976 validation_1-mae:6002.55273 [1683] validation_0-mae:3993.06006 validation_1-mae:6002.59228 [1684] validation_0-mae:3991.36060 validation_1-mae:6002.85156 [1685] validation_0-mae:3990.79932 validation_1-mae:6003.16016 [1686] validation_0-mae:3990.02051 validation_1-mae:6003.72705 [1687] validation_0-mae:3989.09155 validation_1-mae:6003.60547 [1688] validation_0-mae:3987.98071 validation_1-mae:6003.41748 [1689] validation_0-mae:3987.05762 validation_1-mae:6003.39648 [1690] validation_0-mae:3986.28223 validation_1-mae:6003.23438 [1691] validation_0-mae:3985.86328 validation_1-mae:6003.36328 [1692] validation_0-mae:3985.33960 validation_1-mae:6003.50000 [1693] validation_0-mae:3984.90137 validation_1-mae:6003.60010 [1694] validation_0-mae:3984.29419 validation_1-mae:6003.50732 [1695] validation_0-mae:3984.03442 validation_1-mae:6003.44238 [1696] validation_0-mae:3983.87183 validation_1-mae:6003.45166 [1697] validation_0-mae:3982.77002 validation_1-mae:6003.51855 [1698] validation_0-mae:3982.56030 validation_1-mae:6003.46924 [1699] validation_0-mae:3982.27246 validation_1-mae:6003.52637 Dropping: dobry [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65137 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.57666 [21] validation_0-mae:7944.89600 validation_1-mae:7832.65723 [22] validation_0-mae:7846.75684 validation_1-mae:7746.49707 [23] validation_0-mae:7760.49268 validation_1-mae:7677.36865 [24] validation_0-mae:7676.77881 validation_1-mae:7599.02197 [25] validation_0-mae:7604.22461 validation_1-mae:7535.70166 [26] validation_0-mae:7548.77930 validation_1-mae:7488.89014 [27] validation_0-mae:7488.50049 validation_1-mae:7434.85938 [28] validation_0-mae:7439.26465 validation_1-mae:7393.77002 [29] validation_0-mae:7397.07129 validation_1-mae:7359.59912 [30] validation_0-mae:7361.33447 validation_1-mae:7328.96973 [31] validation_0-mae:7320.76904 validation_1-mae:7292.48438 [32] validation_0-mae:7292.27344 validation_1-mae:7275.18701 [33] validation_0-mae:7264.06689 validation_1-mae:7254.14551 [34] validation_0-mae:7233.79004 validation_1-mae:7234.18408 [35] validation_0-mae:7202.32031 validation_1-mae:7209.31201 [36] validation_0-mae:7185.08740 validation_1-mae:7195.89600 [37] validation_0-mae:7167.61963 validation_1-mae:7185.46484 [38] validation_0-mae:7142.17969 validation_1-mae:7163.96484 [39] validation_0-mae:7120.81445 validation_1-mae:7146.78223 [40] validation_0-mae:7102.98682 validation_1-mae:7136.33252 [41] validation_0-mae:7086.79443 validation_1-mae:7123.93652 [42] validation_0-mae:7069.74609 validation_1-mae:7113.19580 [43] validation_0-mae:7049.70898 validation_1-mae:7099.38916 [44] validation_0-mae:7033.69287 validation_1-mae:7086.33105 [45] validation_0-mae:7014.76465 validation_1-mae:7073.17236 [46] validation_0-mae:6998.53857 validation_1-mae:7063.00049 [47] validation_0-mae:6975.02393 validation_1-mae:7044.23486 [48] validation_0-mae:6963.79541 validation_1-mae:7035.57422 [49] validation_0-mae:6944.66797 validation_1-mae:7021.15674 [50] validation_0-mae:6920.67480 validation_1-mae:7005.74756 [51] validation_0-mae:6908.85303 validation_1-mae:6996.50635 [52] validation_0-mae:6890.51709 validation_1-mae:6984.87988 [53] validation_0-mae:6871.32324 validation_1-mae:6968.10742 [54] validation_0-mae:6856.89600 validation_1-mae:6955.45703 [55] validation_0-mae:6846.20459 validation_1-mae:6949.01709 [56] validation_0-mae:6826.03027 validation_1-mae:6932.30957 [57] validation_0-mae:6813.08398 validation_1-mae:6923.67480 [58] validation_0-mae:6803.71582 validation_1-mae:6916.86328 [59] validation_0-mae:6786.72754 validation_1-mae:6908.90381 [60] validation_0-mae:6774.04492 validation_1-mae:6898.36816 [61] validation_0-mae:6760.41797 validation_1-mae:6887.56250 [62] validation_0-mae:6749.58691 validation_1-mae:6880.92139 [63] validation_0-mae:6734.16895 validation_1-mae:6868.57520 [64] validation_0-mae:6721.70703 validation_1-mae:6857.78027 [65] validation_0-mae:6710.04395 validation_1-mae:6849.05566 [66] validation_0-mae:6696.66162 validation_1-mae:6835.34424 [67] validation_0-mae:6686.05078 validation_1-mae:6829.68457 [68] validation_0-mae:6675.47510 validation_1-mae:6821.22900 [69] validation_0-mae:6670.55078 validation_1-mae:6817.90723 [70] validation_0-mae:6656.58936 validation_1-mae:6808.75977 [71] validation_0-mae:6645.05908 validation_1-mae:6800.09180 [72] validation_0-mae:6634.14893 validation_1-mae:6795.38721 [73] validation_0-mae:6626.81543 validation_1-mae:6788.99902 [74] validation_0-mae:6615.44531 validation_1-mae:6781.86719 [75] validation_0-mae:6594.58447 validation_1-mae:6763.15234 [76] validation_0-mae:6584.57227 validation_1-mae:6755.43115 [77] validation_0-mae:6580.47998 validation_1-mae:6751.00537 [78] validation_0-mae:6571.57471 validation_1-mae:6743.65381 [79] validation_0-mae:6562.46973 validation_1-mae:6738.87988 [80] validation_0-mae:6553.31299 validation_1-mae:6730.24951 [81] validation_0-mae:6540.72461 validation_1-mae:6722.05615 [82] validation_0-mae:6534.66016 validation_1-mae:6717.57812 [83] validation_0-mae:6526.12109 validation_1-mae:6710.95654 [84] validation_0-mae:6519.50488 validation_1-mae:6708.12402 [85] validation_0-mae:6510.27148 validation_1-mae:6701.43066 [86] validation_0-mae:6502.89111 validation_1-mae:6698.50635 [87] validation_0-mae:6490.11768 validation_1-mae:6688.44043 [88] validation_0-mae:6477.55420 validation_1-mae:6682.58203 [89] validation_0-mae:6471.57910 validation_1-mae:6676.64746 [90] validation_0-mae:6465.41211 validation_1-mae:6672.82422 [91] validation_0-mae:6457.54297 validation_1-mae:6665.86475 [92] validation_0-mae:6450.37793 validation_1-mae:6662.40576 [93] validation_0-mae:6442.47266 validation_1-mae:6659.25781 [94] validation_0-mae:6435.12744 validation_1-mae:6653.91895 [95] validation_0-mae:6427.84668 validation_1-mae:6648.36035 [96] validation_0-mae:6421.42432 validation_1-mae:6644.36621 [97] validation_0-mae:6410.98877 validation_1-mae:6637.97754 [98] validation_0-mae:6403.85107 validation_1-mae:6631.64844 [99] validation_0-mae:6396.78320 validation_1-mae:6626.92139 [100] validation_0-mae:6388.12402 validation_1-mae:6619.95166 [101] validation_0-mae:6385.41504 validation_1-mae:6618.36914 [102] validation_0-mae:6377.64502 validation_1-mae:6615.24365 [103] validation_0-mae:6372.82520 validation_1-mae:6610.75879 [104] validation_0-mae:6367.05615 validation_1-mae:6606.78076 [105] validation_0-mae:6362.55811 validation_1-mae:6604.25244 [106] validation_0-mae:6358.72998 validation_1-mae:6600.22852 [107] validation_0-mae:6349.83887 validation_1-mae:6595.94580 [108] validation_0-mae:6346.18994 validation_1-mae:6594.11963 [109] validation_0-mae:6333.95508 validation_1-mae:6584.91797 [110] validation_0-mae:6327.82129 validation_1-mae:6579.98242 [111] validation_0-mae:6319.35303 validation_1-mae:6573.64697 [112] validation_0-mae:6312.48047 validation_1-mae:6568.60938 [113] validation_0-mae:6308.04590 validation_1-mae:6565.34717 [114] validation_0-mae:6304.73779 validation_1-mae:6562.82520 [115] validation_0-mae:6300.12939 validation_1-mae:6559.68408 [116] validation_0-mae:6292.90576 validation_1-mae:6554.90527 [117] validation_0-mae:6291.09766 validation_1-mae:6555.04053 [118] validation_0-mae:6285.96240 validation_1-mae:6551.29395 [119] validation_0-mae:6278.62695 validation_1-mae:6548.05322 [120] validation_0-mae:6272.15967 validation_1-mae:6543.54932 [121] validation_0-mae:6265.87402 validation_1-mae:6539.08740 [122] validation_0-mae:6262.80908 validation_1-mae:6537.54883 [123] validation_0-mae:6258.66016 validation_1-mae:6534.42041 [124] validation_0-mae:6255.08887 validation_1-mae:6533.47363 [125] validation_0-mae:6245.60547 validation_1-mae:6525.61230 [126] validation_0-mae:6238.31103 validation_1-mae:6522.91895 [127] validation_0-mae:6233.67334 validation_1-mae:6520.75781 [128] validation_0-mae:6230.62793 validation_1-mae:6519.95996 [129] validation_0-mae:6224.03223 validation_1-mae:6518.78857 [130] validation_0-mae:6220.90820 validation_1-mae:6517.46582 [131] validation_0-mae:6214.78223 validation_1-mae:6513.70117 [132] validation_0-mae:6211.48828 validation_1-mae:6512.64062 [133] validation_0-mae:6207.75977 validation_1-mae:6510.67041 [134] validation_0-mae:6203.27490 validation_1-mae:6506.67773 [135] validation_0-mae:6198.12109 validation_1-mae:6503.54980 [136] validation_0-mae:6192.38184 validation_1-mae:6500.66357 [137] validation_0-mae:6186.58545 validation_1-mae:6497.18213 [138] validation_0-mae:6184.45459 validation_1-mae:6496.57861 [139] validation_0-mae:6180.71191 validation_1-mae:6493.97070 [140] validation_0-mae:6175.68506 validation_1-mae:6490.17383 [141] validation_0-mae:6169.76562 validation_1-mae:6487.55762 [142] validation_0-mae:6165.12695 validation_1-mae:6483.75586 [143] validation_0-mae:6160.46143 validation_1-mae:6481.23730 [144] validation_0-mae:6156.34912 validation_1-mae:6479.67334 [145] validation_0-mae:6152.66846 validation_1-mae:6479.04297 [146] validation_0-mae:6150.89844 validation_1-mae:6478.07080 [147] validation_0-mae:6145.59912 validation_1-mae:6476.21582 [148] validation_0-mae:6143.62744 validation_1-mae:6476.02734 [149] validation_0-mae:6141.17676 validation_1-mae:6475.38623 [150] validation_0-mae:6136.54297 validation_1-mae:6472.84863 [151] validation_0-mae:6131.21777 validation_1-mae:6470.14404 [152] validation_0-mae:6127.01318 validation_1-mae:6467.99561 [153] validation_0-mae:6121.22803 validation_1-mae:6463.95996 [154] validation_0-mae:6116.40576 validation_1-mae:6461.40723 [155] validation_0-mae:6114.54297 validation_1-mae:6460.04346 [156] validation_0-mae:6111.69092 validation_1-mae:6458.17236 [157] validation_0-mae:6104.90674 validation_1-mae:6452.23730 [158] validation_0-mae:6101.82031 validation_1-mae:6451.34326 [159] validation_0-mae:6100.02393 validation_1-mae:6449.67383 [160] validation_0-mae:6096.41699 validation_1-mae:6447.06055 [161] validation_0-mae:6091.83105 validation_1-mae:6444.82129 [162] validation_0-mae:6088.90430 validation_1-mae:6443.21826 [163] validation_0-mae:6085.64209 validation_1-mae:6441.01025 [164] validation_0-mae:6084.23047 validation_1-mae:6440.87402 [165] validation_0-mae:6080.68799 validation_1-mae:6440.44629 [166] validation_0-mae:6073.75488 validation_1-mae:6436.81836 [167] validation_0-mae:6070.77539 validation_1-mae:6436.10303 [168] validation_0-mae:6068.14160 validation_1-mae:6435.77393 [169] validation_0-mae:6065.86426 validation_1-mae:6434.43164 [170] validation_0-mae:6061.99853 validation_1-mae:6432.48340 [171] validation_0-mae:6057.29346 validation_1-mae:6430.09326 [172] validation_0-mae:6053.94385 validation_1-mae:6429.07764 [173] validation_0-mae:6051.08008 validation_1-mae:6427.89551 [174] validation_0-mae:6047.84180 validation_1-mae:6426.04297 [175] validation_0-mae:6044.92383 validation_1-mae:6424.02539 [176] validation_0-mae:6039.94287 validation_1-mae:6421.55518 [177] validation_0-mae:6036.48877 validation_1-mae:6420.14014 [178] validation_0-mae:6033.59717 validation_1-mae:6418.88525 [179] validation_0-mae:6030.13135 validation_1-mae:6417.82764 [180] validation_0-mae:6027.51318 validation_1-mae:6416.67578 [181] validation_0-mae:6025.23145 validation_1-mae:6416.53955 [182] validation_0-mae:6020.05664 validation_1-mae:6413.87939 [183] validation_0-mae:6016.22852 validation_1-mae:6411.15039 [184] validation_0-mae:6012.70654 validation_1-mae:6409.58154 [185] validation_0-mae:6009.30420 validation_1-mae:6408.15625 [186] validation_0-mae:6006.41162 validation_1-mae:6407.25977 [187] validation_0-mae:6003.15283 validation_1-mae:6406.54053 [188] validation_0-mae:5997.22656 validation_1-mae:6402.09717 [189] validation_0-mae:5994.35449 validation_1-mae:6400.89160 [190] validation_0-mae:5993.16602 validation_1-mae:6400.90576 [191] validation_0-mae:5988.52295 validation_1-mae:6398.10986 [192] validation_0-mae:5985.44629 validation_1-mae:6396.65625 [193] validation_0-mae:5983.87549 validation_1-mae:6395.56689 [194] validation_0-mae:5980.88232 validation_1-mae:6394.57666 [195] validation_0-mae:5977.48926 validation_1-mae:6392.47070 [196] validation_0-mae:5974.95947 validation_1-mae:6390.87402 [197] validation_0-mae:5973.63721 validation_1-mae:6390.17627 [198] validation_0-mae:5970.13672 validation_1-mae:6389.70947 [199] validation_0-mae:5966.64893 validation_1-mae:6389.52734 [200] validation_0-mae:5964.87549 validation_1-mae:6387.84863 [201] validation_0-mae:5961.99853 validation_1-mae:6388.08398 [202] validation_0-mae:5960.35254 validation_1-mae:6387.84082 [203] validation_0-mae:5957.67822 validation_1-mae:6387.27295 [204] validation_0-mae:5952.97363 validation_1-mae:6385.29736 [205] validation_0-mae:5950.37012 validation_1-mae:6384.77197 [206] validation_0-mae:5947.14600 validation_1-mae:6382.90772 [207] validation_0-mae:5943.51514 validation_1-mae:6380.76855 [208] validation_0-mae:5939.72803 validation_1-mae:6379.08350 [209] validation_0-mae:5935.73828 validation_1-mae:6378.05127 [210] validation_0-mae:5933.29492 validation_1-mae:6376.70312 [211] validation_0-mae:5932.09082 validation_1-mae:6375.93359 [212] validation_0-mae:5929.46582 validation_1-mae:6375.48486 [213] validation_0-mae:5925.99121 validation_1-mae:6374.00830 [214] validation_0-mae:5924.23145 validation_1-mae:6373.32471 [215] validation_0-mae:5921.10449 validation_1-mae:6371.50977 [216] validation_0-mae:5917.31787 validation_1-mae:6368.73438 [217] validation_0-mae:5914.59131 validation_1-mae:6367.02588 [218] validation_0-mae:5913.10596 validation_1-mae:6367.20459 [219] validation_0-mae:5911.58936 validation_1-mae:6366.92773 [220] validation_0-mae:5908.73340 validation_1-mae:6366.48438 [221] validation_0-mae:5905.94971 validation_1-mae:6365.42432 [222] validation_0-mae:5901.82520 validation_1-mae:6363.48389 [223] validation_0-mae:5899.19678 validation_1-mae:6363.19434 [224] validation_0-mae:5896.77783 validation_1-mae:6362.03174 [225] validation_0-mae:5891.43750 validation_1-mae:6360.29883 [226] validation_0-mae:5888.10498 validation_1-mae:6359.54053 [227] validation_0-mae:5883.24512 validation_1-mae:6357.68506 [228] validation_0-mae:5880.63916 validation_1-mae:6356.41650 [229] validation_0-mae:5878.43897 validation_1-mae:6355.70850 [230] validation_0-mae:5876.87744 validation_1-mae:6354.70654 [231] validation_0-mae:5874.63330 validation_1-mae:6354.68066 [232] validation_0-mae:5871.47168 validation_1-mae:6354.55225 [233] validation_0-mae:5868.83105 validation_1-mae:6354.15918 [234] validation_0-mae:5866.01758 validation_1-mae:6353.68115 [235] validation_0-mae:5864.77588 validation_1-mae:6353.96680 [236] validation_0-mae:5863.14990 validation_1-mae:6353.29199 [237] validation_0-mae:5860.74219 validation_1-mae:6352.21045 [238] validation_0-mae:5855.33350 validation_1-mae:6347.23926 [239] validation_0-mae:5853.37500 validation_1-mae:6346.49853 [240] validation_0-mae:5850.99561 validation_1-mae:6346.00635 [241] validation_0-mae:5849.86182 validation_1-mae:6345.67480 [242] validation_0-mae:5843.53613 validation_1-mae:6339.94873 [243] validation_0-mae:5838.06299 validation_1-mae:6336.73584 [244] validation_0-mae:5835.16846 validation_1-mae:6336.63525 [245] validation_0-mae:5830.23730 validation_1-mae:6333.60645 [246] validation_0-mae:5823.41504 validation_1-mae:6330.20654 [247] validation_0-mae:5819.88916 validation_1-mae:6328.99316 [248] validation_0-mae:5818.02881 validation_1-mae:6329.12012 [249] validation_0-mae:5817.50586 validation_1-mae:6328.91064 [250] validation_0-mae:5815.79297 validation_1-mae:6328.40772 [251] validation_0-mae:5811.76123 validation_1-mae:6324.70117 [252] validation_0-mae:5806.77441 validation_1-mae:6321.83887 [253] validation_0-mae:5804.01904 validation_1-mae:6321.35742 [254] validation_0-mae:5802.80078 validation_1-mae:6321.31299 [255] validation_0-mae:5799.70264 validation_1-mae:6320.98535 [256] validation_0-mae:5797.10498 validation_1-mae:6320.04688 [257] validation_0-mae:5794.02441 validation_1-mae:6318.57227 [258] validation_0-mae:5792.06689 validation_1-mae:6317.71875 [259] validation_0-mae:5790.55322 validation_1-mae:6316.97070 [260] validation_0-mae:5786.35449 validation_1-mae:6315.42725 [261] validation_0-mae:5785.02197 validation_1-mae:6314.89600 [262] validation_0-mae:5783.00586 validation_1-mae:6315.06397 [263] validation_0-mae:5780.90723 validation_1-mae:6314.68897 [264] validation_0-mae:5777.26562 validation_1-mae:6313.61133 [265] validation_0-mae:5775.41260 validation_1-mae:6313.08008 [266] validation_0-mae:5774.60156 validation_1-mae:6314.08447 [267] validation_0-mae:5768.71924 validation_1-mae:6309.85742 [268] validation_0-mae:5766.93750 validation_1-mae:6310.05713 [269] validation_0-mae:5763.58203 validation_1-mae:6309.96924 [270] validation_0-mae:5760.92822 validation_1-mae:6309.76416 [271] validation_0-mae:5757.41309 validation_1-mae:6309.16211 [272] validation_0-mae:5755.61816 validation_1-mae:6307.98535 [273] validation_0-mae:5753.01611 validation_1-mae:6305.10059 [274] validation_0-mae:5749.06445 validation_1-mae:6302.22119 [275] validation_0-mae:5747.46484 validation_1-mae:6301.78272 [276] validation_0-mae:5738.52686 validation_1-mae:6297.52148 [277] validation_0-mae:5735.73828 validation_1-mae:6295.96631 [278] validation_0-mae:5730.14990 validation_1-mae:6292.17969 [279] validation_0-mae:5726.59375 validation_1-mae:6290.69434 [280] validation_0-mae:5724.06689 validation_1-mae:6290.58838 [281] validation_0-mae:5722.70898 validation_1-mae:6290.09522 [282] validation_0-mae:5720.23730 validation_1-mae:6289.82129 [283] validation_0-mae:5718.80078 validation_1-mae:6289.29736 [284] validation_0-mae:5716.58740 validation_1-mae:6287.95020 [285] validation_0-mae:5714.29297 validation_1-mae:6286.70752 [286] validation_0-mae:5710.92773 validation_1-mae:6284.67627 [287] validation_0-mae:5708.80811 validation_1-mae:6284.94531 [288] validation_0-mae:5707.01855 validation_1-mae:6283.70557 [289] validation_0-mae:5705.98438 validation_1-mae:6282.80566 [290] validation_0-mae:5704.19189 validation_1-mae:6282.46484 [291] validation_0-mae:5699.99707 validation_1-mae:6280.96240 [292] validation_0-mae:5699.79541 validation_1-mae:6280.85107 [293] validation_0-mae:5696.43799 validation_1-mae:6280.68799 [294] validation_0-mae:5694.52246 validation_1-mae:6280.08643 [295] validation_0-mae:5692.50879 validation_1-mae:6279.18897 [296] validation_0-mae:5690.48926 validation_1-mae:6277.89453 [297] validation_0-mae:5689.03857 validation_1-mae:6277.45996 [298] validation_0-mae:5684.11572 validation_1-mae:6275.22217 [299] validation_0-mae:5681.90723 validation_1-mae:6275.07715 [300] validation_0-mae:5679.52100 validation_1-mae:6274.42236 [301] validation_0-mae:5677.03027 validation_1-mae:6274.08447 [302] validation_0-mae:5676.33936 validation_1-mae:6273.71387 [303] validation_0-mae:5673.58545 validation_1-mae:6272.89355 [304] validation_0-mae:5670.99219 validation_1-mae:6273.43213 [305] validation_0-mae:5669.07324 validation_1-mae:6273.07227 [306] validation_0-mae:5667.09912 validation_1-mae:6272.02441 [307] validation_0-mae:5663.18311 validation_1-mae:6270.57031 [308] validation_0-mae:5662.95361 validation_1-mae:6270.41016 [309] validation_0-mae:5659.43408 validation_1-mae:6268.39697 [310] validation_0-mae:5656.95801 validation_1-mae:6267.51025 [311] validation_0-mae:5653.82959 validation_1-mae:6266.62402 [312] validation_0-mae:5652.26270 validation_1-mae:6266.25439 [313] validation_0-mae:5650.43848 validation_1-mae:6265.61475 [314] validation_0-mae:5649.77148 validation_1-mae:6265.10156 [315] validation_0-mae:5645.17920 validation_1-mae:6261.89990 [316] validation_0-mae:5641.98779 validation_1-mae:6260.50244 [317] validation_0-mae:5633.37598 validation_1-mae:6254.74512 [318] validation_0-mae:5630.46777 validation_1-mae:6252.50879 [319] validation_0-mae:5624.72022 validation_1-mae:6249.11475 [320] validation_0-mae:5621.12744 validation_1-mae:6249.36719 [321] validation_0-mae:5618.76318 validation_1-mae:6248.33398 [322] validation_0-mae:5615.60254 validation_1-mae:6248.31885 [323] validation_0-mae:5614.78955 validation_1-mae:6248.35986 [324] validation_0-mae:5612.53125 validation_1-mae:6247.99951 [325] validation_0-mae:5608.23486 validation_1-mae:6246.26855 [326] validation_0-mae:5607.10889 validation_1-mae:6246.18603 [327] validation_0-mae:5605.00879 validation_1-mae:6245.94580 [328] validation_0-mae:5604.22900 validation_1-mae:6245.27490 [329] validation_0-mae:5599.61475 validation_1-mae:6241.99170 [330] validation_0-mae:5597.22461 validation_1-mae:6241.21338 [331] validation_0-mae:5592.64453 validation_1-mae:6240.28662 [332] validation_0-mae:5591.97559 validation_1-mae:6240.33398 [333] validation_0-mae:5589.27100 validation_1-mae:6238.46875 [334] validation_0-mae:5587.45068 validation_1-mae:6238.90381 [335] validation_0-mae:5586.16260 validation_1-mae:6239.06201 [336] validation_0-mae:5585.08398 validation_1-mae:6238.99316 [337] validation_0-mae:5582.83887 validation_1-mae:6237.67725 [338] validation_0-mae:5580.41699 validation_1-mae:6236.42920 [339] validation_0-mae:5579.20117 validation_1-mae:6235.96143 [340] validation_0-mae:5576.96338 validation_1-mae:6234.92627 [341] validation_0-mae:5573.61133 validation_1-mae:6234.94092 [342] validation_0-mae:5571.38184 validation_1-mae:6234.67969 [343] validation_0-mae:5568.98975 validation_1-mae:6233.98438 [344] validation_0-mae:5565.12305 validation_1-mae:6230.61084 [345] validation_0-mae:5563.27783 validation_1-mae:6230.43262 [346] validation_0-mae:5562.60840 validation_1-mae:6230.11572 [347] validation_0-mae:5562.43897 validation_1-mae:6230.14453 [348] validation_0-mae:5558.52344 validation_1-mae:6228.17773 [349] validation_0-mae:5557.01953 validation_1-mae:6227.93408 [350] validation_0-mae:5555.54883 validation_1-mae:6227.67529 [351] validation_0-mae:5553.62744 validation_1-mae:6227.34766 [352] validation_0-mae:5551.13525 validation_1-mae:6226.92920 [353] validation_0-mae:5548.70703 validation_1-mae:6225.57373 [354] validation_0-mae:5544.38379 validation_1-mae:6222.31689 [355] validation_0-mae:5543.93311 validation_1-mae:6222.36426 [356] validation_0-mae:5540.27490 validation_1-mae:6220.54639 [357] validation_0-mae:5539.39014 validation_1-mae:6220.64160 [358] validation_0-mae:5537.90088 validation_1-mae:6220.02734 [359] validation_0-mae:5536.23535 validation_1-mae:6219.45117 [360] validation_0-mae:5534.97363 validation_1-mae:6218.89111 [361] validation_0-mae:5532.37549 validation_1-mae:6218.20801 [362] validation_0-mae:5528.60303 validation_1-mae:6215.05176 [363] validation_0-mae:5525.05713 validation_1-mae:6213.27637 [364] validation_0-mae:5522.97168 validation_1-mae:6211.03662 [365] validation_0-mae:5519.14209 validation_1-mae:6209.53223 [366] validation_0-mae:5517.82031 validation_1-mae:6208.91406 [367] validation_0-mae:5517.33057 validation_1-mae:6208.85010 [368] validation_0-mae:5514.00244 validation_1-mae:6208.26855 [369] validation_0-mae:5512.34473 validation_1-mae:6208.39111 [370] validation_0-mae:5511.03223 validation_1-mae:6208.16406 [371] validation_0-mae:5506.96826 validation_1-mae:6206.46240 [372] validation_0-mae:5505.41504 validation_1-mae:6205.59180 [373] validation_0-mae:5505.25635 validation_1-mae:6205.59033 [374] validation_0-mae:5502.11865 validation_1-mae:6205.08838 [375] validation_0-mae:5500.93848 validation_1-mae:6204.78125 [376] validation_0-mae:5498.39404 validation_1-mae:6204.28076 [377] validation_0-mae:5497.19580 validation_1-mae:6203.90772 [378] validation_0-mae:5495.61768 validation_1-mae:6204.42578 [379] validation_0-mae:5494.02246 validation_1-mae:6204.37500 [380] validation_0-mae:5492.47266 validation_1-mae:6203.73438 [381] validation_0-mae:5490.37109 validation_1-mae:6203.76660 [382] validation_0-mae:5488.77588 validation_1-mae:6203.01855 [383] validation_0-mae:5487.05078 validation_1-mae:6202.21191 [384] validation_0-mae:5485.80908 validation_1-mae:6201.64990 [385] validation_0-mae:5482.93164 validation_1-mae:6201.20508 [386] validation_0-mae:5481.33838 validation_1-mae:6200.93213 [387] validation_0-mae:5478.09814 validation_1-mae:6199.26172 [388] validation_0-mae:5477.24170 validation_1-mae:6199.23535 [389] validation_0-mae:5475.35156 validation_1-mae:6197.70361 [390] validation_0-mae:5471.60742 validation_1-mae:6195.79102 [391] validation_0-mae:5469.59033 validation_1-mae:6194.60645 [392] validation_0-mae:5466.24951 validation_1-mae:6191.70850 [393] validation_0-mae:5465.92139 validation_1-mae:6191.76318 [394] validation_0-mae:5465.23779 validation_1-mae:6191.29248 [395] validation_0-mae:5463.23682 validation_1-mae:6190.18457 [396] validation_0-mae:5459.53857 validation_1-mae:6189.01855 [397] validation_0-mae:5459.06152 validation_1-mae:6188.94336 [398] validation_0-mae:5456.74609 validation_1-mae:6188.05664 [399] validation_0-mae:5455.88818 validation_1-mae:6187.75049 [400] validation_0-mae:5453.60596 validation_1-mae:6185.91455 [401] validation_0-mae:5450.47070 validation_1-mae:6184.90137 [402] validation_0-mae:5449.49414 validation_1-mae:6185.00928 [403] validation_0-mae:5448.05615 validation_1-mae:6184.53955 [404] validation_0-mae:5446.54395 validation_1-mae:6184.39502 [405] validation_0-mae:5444.88135 validation_1-mae:6183.81445 [406] validation_0-mae:5443.05029 validation_1-mae:6183.99316 [407] validation_0-mae:5441.21875 validation_1-mae:6184.28564 [408] validation_0-mae:5438.80615 validation_1-mae:6183.53418 [409] validation_0-mae:5435.63867 validation_1-mae:6182.86621 [410] validation_0-mae:5431.64355 validation_1-mae:6180.56836 [411] validation_0-mae:5428.95508 validation_1-mae:6179.26221 [412] validation_0-mae:5427.63916 validation_1-mae:6178.89160 [413] validation_0-mae:5426.41650 validation_1-mae:6178.57373 [414] validation_0-mae:5425.04883 validation_1-mae:6177.77441 [415] validation_0-mae:5424.31592 validation_1-mae:6178.14746 [416] validation_0-mae:5423.62891 validation_1-mae:6177.72314 [417] validation_0-mae:5421.15869 validation_1-mae:6175.50586 [418] validation_0-mae:5418.99072 validation_1-mae:6174.74414 [419] validation_0-mae:5418.52539 validation_1-mae:6174.96826 [420] validation_0-mae:5417.39941 validation_1-mae:6175.24023 [421] validation_0-mae:5415.56103 validation_1-mae:6174.55029 [422] validation_0-mae:5412.65869 validation_1-mae:6173.97022 [423] validation_0-mae:5411.60303 validation_1-mae:6173.32471 [424] validation_0-mae:5408.84424 validation_1-mae:6172.71631 [425] validation_0-mae:5407.21289 validation_1-mae:6171.60693 [426] validation_0-mae:5402.20850 validation_1-mae:6169.06494 [427] validation_0-mae:5400.35303 validation_1-mae:6168.26074 [428] validation_0-mae:5399.57275 validation_1-mae:6168.10059 [429] validation_0-mae:5398.04932 validation_1-mae:6167.50391 [430] validation_0-mae:5397.05518 validation_1-mae:6167.20215 [431] validation_0-mae:5395.14941 validation_1-mae:6167.46924 [432] validation_0-mae:5393.87061 validation_1-mae:6167.43897 [433] validation_0-mae:5390.70703 validation_1-mae:6165.03809 [434] validation_0-mae:5387.55957 validation_1-mae:6162.78272 [435] validation_0-mae:5385.60547 validation_1-mae:6162.13525 [436] validation_0-mae:5382.48682 validation_1-mae:6159.49853 [437] validation_0-mae:5380.48877 validation_1-mae:6159.11230 [438] validation_0-mae:5377.34131 validation_1-mae:6158.07910 [439] validation_0-mae:5374.55811 validation_1-mae:6156.63672 [440] validation_0-mae:5373.35791 validation_1-mae:6156.62061 [441] validation_0-mae:5370.83594 validation_1-mae:6156.34131 [442] validation_0-mae:5369.61475 validation_1-mae:6156.13721 [443] validation_0-mae:5367.36328 validation_1-mae:6155.93750 [444] validation_0-mae:5363.24365 validation_1-mae:6154.54541 [445] validation_0-mae:5359.44189 validation_1-mae:6153.65283 [446] validation_0-mae:5356.49853 validation_1-mae:6151.78369 [447] validation_0-mae:5355.17480 validation_1-mae:6151.79541 [448] validation_0-mae:5353.31592 validation_1-mae:6151.43945 [449] validation_0-mae:5352.60107 validation_1-mae:6151.03076 [450] validation_0-mae:5351.25586 validation_1-mae:6150.90967 [451] validation_0-mae:5349.90772 validation_1-mae:6150.96533 [452] validation_0-mae:5348.34228 validation_1-mae:6150.29297 [453] validation_0-mae:5345.27881 validation_1-mae:6149.74707 [454] validation_0-mae:5342.60400 validation_1-mae:6149.00879 [455] validation_0-mae:5340.47168 validation_1-mae:6147.75342 [456] validation_0-mae:5339.46631 validation_1-mae:6146.99219 [457] validation_0-mae:5338.68066 validation_1-mae:6146.90723 [458] validation_0-mae:5336.98096 validation_1-mae:6146.77051 [459] validation_0-mae:5336.88281 validation_1-mae:6146.84228 [460] validation_0-mae:5332.35742 validation_1-mae:6144.23486 [461] validation_0-mae:5330.51270 validation_1-mae:6143.92969 [462] validation_0-mae:5329.18506 validation_1-mae:6143.86572 [463] validation_0-mae:5326.94775 validation_1-mae:6143.00049 [464] validation_0-mae:5325.43115 validation_1-mae:6142.97607 [465] validation_0-mae:5323.68799 validation_1-mae:6142.53906 [466] validation_0-mae:5319.87988 validation_1-mae:6140.86816 [467] validation_0-mae:5318.53125 validation_1-mae:6140.77246 [468] validation_0-mae:5317.31787 validation_1-mae:6140.59326 [469] validation_0-mae:5315.26562 validation_1-mae:6139.99512 [470] validation_0-mae:5312.06982 validation_1-mae:6139.00928 [471] validation_0-mae:5309.97656 validation_1-mae:6139.09473 [472] validation_0-mae:5308.01904 validation_1-mae:6139.58398 [473] validation_0-mae:5306.77100 validation_1-mae:6139.87353 [474] validation_0-mae:5304.77051 validation_1-mae:6140.26660 [475] validation_0-mae:5302.23340 validation_1-mae:6139.24023 [476] validation_0-mae:5300.68652 validation_1-mae:6138.74853 [477] validation_0-mae:5298.63916 validation_1-mae:6138.27539 [478] validation_0-mae:5297.98730 validation_1-mae:6138.26904 [479] validation_0-mae:5297.34228 validation_1-mae:6138.17432 [480] validation_0-mae:5295.43213 validation_1-mae:6138.26660 [481] validation_0-mae:5294.25342 validation_1-mae:6137.69971 [482] validation_0-mae:5293.91553 validation_1-mae:6137.81836 [483] validation_0-mae:5292.07715 validation_1-mae:6137.25928 [484] validation_0-mae:5291.72656 validation_1-mae:6137.21436 [485] validation_0-mae:5288.14844 validation_1-mae:6136.30225 [486] validation_0-mae:5287.58252 validation_1-mae:6136.34033 [487] validation_0-mae:5285.93359 validation_1-mae:6135.47070 [488] validation_0-mae:5284.06103 validation_1-mae:6135.00537 [489] validation_0-mae:5282.24609 validation_1-mae:6135.64307 [490] validation_0-mae:5278.86035 validation_1-mae:6135.01221 [491] validation_0-mae:5276.27832 validation_1-mae:6134.52197 [492] validation_0-mae:5274.99268 validation_1-mae:6133.31982 [493] validation_0-mae:5273.58936 validation_1-mae:6132.15186 [494] validation_0-mae:5273.41357 validation_1-mae:6131.98926 [495] validation_0-mae:5272.38135 validation_1-mae:6131.31103 [496] validation_0-mae:5271.07764 validation_1-mae:6130.91797 [497] validation_0-mae:5269.67822 validation_1-mae:6131.23584 [498] validation_0-mae:5266.68652 validation_1-mae:6130.46240 [499] validation_0-mae:5264.76904 validation_1-mae:6130.00488 [500] validation_0-mae:5263.53369 validation_1-mae:6130.67773 [501] validation_0-mae:5259.77246 validation_1-mae:6130.68018 [502] validation_0-mae:5258.70508 validation_1-mae:6130.39209 [503] validation_0-mae:5256.83594 validation_1-mae:6130.57031 [504] validation_0-mae:5255.04248 validation_1-mae:6130.28760 [505] validation_0-mae:5253.76416 validation_1-mae:6130.23242 [506] validation_0-mae:5251.01367 validation_1-mae:6130.01611 [507] validation_0-mae:5249.65772 validation_1-mae:6129.72363 [508] validation_0-mae:5248.66943 validation_1-mae:6129.40088 [509] validation_0-mae:5247.41504 validation_1-mae:6128.84863 [510] validation_0-mae:5246.21826 validation_1-mae:6128.19092 [511] validation_0-mae:5245.91064 validation_1-mae:6128.25098 [512] validation_0-mae:5244.56445 validation_1-mae:6128.11475 [513] validation_0-mae:5242.95215 validation_1-mae:6128.34522 [514] validation_0-mae:5242.82471 validation_1-mae:6128.33447 [515] validation_0-mae:5241.99219 validation_1-mae:6128.31103 [516] validation_0-mae:5240.74268 validation_1-mae:6127.27051 [517] validation_0-mae:5238.73389 validation_1-mae:6127.34277 [518] validation_0-mae:5237.17480 validation_1-mae:6127.45068 [519] validation_0-mae:5233.83887 validation_1-mae:6126.35986 [520] validation_0-mae:5229.29883 validation_1-mae:6125.01172 [521] validation_0-mae:5225.78516 validation_1-mae:6125.18164 [522] validation_0-mae:5224.13184 validation_1-mae:6125.20508 [523] validation_0-mae:5221.07959 validation_1-mae:6123.75830 [524] validation_0-mae:5218.48193 validation_1-mae:6122.93408 [525] validation_0-mae:5217.08252 validation_1-mae:6122.83252 [526] validation_0-mae:5213.85840 validation_1-mae:6122.79639 [527] validation_0-mae:5212.00391 validation_1-mae:6122.17969 [528] validation_0-mae:5210.03076 validation_1-mae:6121.37207 [529] validation_0-mae:5208.84180 validation_1-mae:6121.10254 [530] validation_0-mae:5205.71436 validation_1-mae:6120.40332 [531] validation_0-mae:5202.82422 validation_1-mae:6120.35352 [532] validation_0-mae:5201.31689 validation_1-mae:6121.29688 [533] validation_0-mae:5199.62305 validation_1-mae:6121.01562 [534] validation_0-mae:5198.54736 validation_1-mae:6120.09228 [535] validation_0-mae:5195.88525 validation_1-mae:6119.10645 [536] validation_0-mae:5194.09863 validation_1-mae:6118.60352 [537] validation_0-mae:5193.93018 validation_1-mae:6118.60791 [538] validation_0-mae:5193.28125 validation_1-mae:6118.48389 [539] validation_0-mae:5191.85791 validation_1-mae:6118.22852 [540] validation_0-mae:5190.79492 validation_1-mae:6118.02783 [541] validation_0-mae:5189.34180 validation_1-mae:6118.06348 [542] validation_0-mae:5187.62256 validation_1-mae:6116.95557 [543] validation_0-mae:5185.36328 validation_1-mae:6116.88330 [544] validation_0-mae:5183.51855 validation_1-mae:6116.40527 [545] validation_0-mae:5180.41699 validation_1-mae:6116.45264 [546] validation_0-mae:5177.49072 validation_1-mae:6115.06982 [547] validation_0-mae:5176.12598 validation_1-mae:6115.13477 [548] validation_0-mae:5174.75537 validation_1-mae:6114.66699 [549] validation_0-mae:5174.47314 validation_1-mae:6114.67627 [550] validation_0-mae:5172.73242 validation_1-mae:6115.00879 [551] validation_0-mae:5170.94531 validation_1-mae:6115.05566 [552] validation_0-mae:5169.94678 validation_1-mae:6115.44629 [553] validation_0-mae:5169.63721 validation_1-mae:6115.37061 [554] validation_0-mae:5168.72168 validation_1-mae:6115.55762 [555] validation_0-mae:5163.86572 validation_1-mae:6112.79492 [556] validation_0-mae:5162.76660 validation_1-mae:6112.92432 [557] validation_0-mae:5161.40527 validation_1-mae:6112.52100 [558] validation_0-mae:5161.29346 validation_1-mae:6112.66553 [559] validation_0-mae:5161.04883 validation_1-mae:6112.92139 [560] validation_0-mae:5159.18701 validation_1-mae:6112.20996 [561] validation_0-mae:5157.57324 validation_1-mae:6111.68555 [562] validation_0-mae:5154.92627 validation_1-mae:6110.99658 [563] validation_0-mae:5152.22607 validation_1-mae:6109.89014 [564] validation_0-mae:5150.78662 validation_1-mae:6110.37891 [565] validation_0-mae:5149.52637 validation_1-mae:6110.46582 [566] validation_0-mae:5147.13721 validation_1-mae:6109.40088 [567] validation_0-mae:5145.95703 validation_1-mae:6109.13281 [568] validation_0-mae:5145.16797 validation_1-mae:6109.17773 [569] validation_0-mae:5144.86230 validation_1-mae:6109.07471 [570] validation_0-mae:5143.59717 validation_1-mae:6108.78272 [571] validation_0-mae:5142.38574 validation_1-mae:6108.68945 [572] validation_0-mae:5140.81982 validation_1-mae:6108.71387 [573] validation_0-mae:5138.14600 validation_1-mae:6108.14648 [574] validation_0-mae:5135.82324 validation_1-mae:6107.97803 [575] validation_0-mae:5134.95215 validation_1-mae:6107.95703 [576] validation_0-mae:5133.54395 validation_1-mae:6108.65674 [577] validation_0-mae:5132.22119 validation_1-mae:6108.65137 [578] validation_0-mae:5131.90332 validation_1-mae:6109.06641 [579] validation_0-mae:5129.77100 validation_1-mae:6109.01758 [580] validation_0-mae:5127.45459 validation_1-mae:6108.40039 [581] validation_0-mae:5124.72363 validation_1-mae:6108.03955 [582] validation_0-mae:5122.77051 validation_1-mae:6107.24268 [583] validation_0-mae:5120.28564 validation_1-mae:6105.79932 [584] validation_0-mae:5118.44189 validation_1-mae:6105.35352 [585] validation_0-mae:5115.26758 validation_1-mae:6104.78662 [586] validation_0-mae:5112.31982 validation_1-mae:6103.93408 [587] validation_0-mae:5109.63916 validation_1-mae:6104.25244 [588] validation_0-mae:5107.16406 validation_1-mae:6104.46826 [589] validation_0-mae:5104.27490 validation_1-mae:6103.89062 [590] validation_0-mae:5102.86914 validation_1-mae:6103.70264 [591] validation_0-mae:5100.28613 validation_1-mae:6104.12695 [592] validation_0-mae:5099.13037 validation_1-mae:6103.83594 [593] validation_0-mae:5097.14355 validation_1-mae:6103.05566 [594] validation_0-mae:5095.22412 validation_1-mae:6103.37695 [595] validation_0-mae:5093.72949 validation_1-mae:6102.66992 [596] validation_0-mae:5091.39551 validation_1-mae:6101.21924 [597] validation_0-mae:5091.19824 validation_1-mae:6101.26855 [598] validation_0-mae:5089.35010 validation_1-mae:6100.46631 [599] validation_0-mae:5087.85352 validation_1-mae:6100.21826 [600] validation_0-mae:5086.70508 validation_1-mae:6100.70801 [601] validation_0-mae:5084.23975 validation_1-mae:6100.30762 [602] validation_0-mae:5080.99219 validation_1-mae:6099.66797 [603] validation_0-mae:5078.57812 validation_1-mae:6098.77832 [604] validation_0-mae:5076.76660 validation_1-mae:6098.65088 [605] validation_0-mae:5075.07275 validation_1-mae:6097.77637 [606] validation_0-mae:5073.85352 validation_1-mae:6097.71826 [607] validation_0-mae:5071.87695 validation_1-mae:6097.27148 [608] validation_0-mae:5069.13330 validation_1-mae:6097.40088 [609] validation_0-mae:5066.26758 validation_1-mae:6096.38379 [610] validation_0-mae:5064.92773 validation_1-mae:6096.50781 [611] validation_0-mae:5063.77637 validation_1-mae:6096.59619 [612] validation_0-mae:5062.24707 validation_1-mae:6096.69531 [613] validation_0-mae:5060.27637 validation_1-mae:6095.92041 [614] validation_0-mae:5058.47607 validation_1-mae:6095.50049 [615] validation_0-mae:5057.73242 validation_1-mae:6095.77734 [616] validation_0-mae:5056.30566 validation_1-mae:6096.14160 [617] validation_0-mae:5053.17090 validation_1-mae:6094.90625 [618] validation_0-mae:5052.13184 validation_1-mae:6094.52002 [619] validation_0-mae:5050.52637 validation_1-mae:6093.68164 [620] validation_0-mae:5048.60986 validation_1-mae:6093.19482 [621] validation_0-mae:5046.79199 validation_1-mae:6092.35156 [622] validation_0-mae:5044.58496 validation_1-mae:6091.79346 [623] validation_0-mae:5043.53076 validation_1-mae:6091.90186 [624] validation_0-mae:5041.32129 validation_1-mae:6091.44727 [625] validation_0-mae:5040.66992 validation_1-mae:6091.06641 [626] validation_0-mae:5039.44580 validation_1-mae:6090.78125 [627] validation_0-mae:5038.40674 validation_1-mae:6090.51758 [628] validation_0-mae:5036.45850 validation_1-mae:6089.67627 [629] validation_0-mae:5034.94287 validation_1-mae:6089.43213 [630] validation_0-mae:5034.53516 validation_1-mae:6089.39453 [631] validation_0-mae:5033.93262 validation_1-mae:6089.61475 [632] validation_0-mae:5032.85596 validation_1-mae:6088.90674 [633] validation_0-mae:5031.42773 validation_1-mae:6088.53955 [634] validation_0-mae:5029.33594 validation_1-mae:6089.33447 [635] validation_0-mae:5027.39209 validation_1-mae:6089.44141 [636] validation_0-mae:5024.10596 validation_1-mae:6088.13379 [637] validation_0-mae:5023.00488 validation_1-mae:6088.22217 [638] validation_0-mae:5021.29688 validation_1-mae:6088.92822 [639] validation_0-mae:5019.89209 validation_1-mae:6088.83594 [640] validation_0-mae:5018.26221 validation_1-mae:6089.09326 [641] validation_0-mae:5017.63379 validation_1-mae:6088.70410 [642] validation_0-mae:5016.61279 validation_1-mae:6087.62744 [643] validation_0-mae:5015.73193 validation_1-mae:6087.69678 [644] validation_0-mae:5014.74170 validation_1-mae:6087.59424 [645] validation_0-mae:5013.80664 validation_1-mae:6087.57422 [646] validation_0-mae:5013.38623 validation_1-mae:6087.57764 [647] validation_0-mae:5013.30957 validation_1-mae:6087.71436 [648] validation_0-mae:5012.82812 validation_1-mae:6087.50830 [649] validation_0-mae:5011.45898 validation_1-mae:6087.90137 [650] validation_0-mae:5010.07861 validation_1-mae:6088.32812 [651] validation_0-mae:5008.15723 validation_1-mae:6088.54688 [652] validation_0-mae:5006.75439 validation_1-mae:6088.59961 [653] validation_0-mae:5005.44629 validation_1-mae:6088.69336 [654] validation_0-mae:5004.16797 validation_1-mae:6088.75928 [655] validation_0-mae:5002.40478 validation_1-mae:6088.66211 [656] validation_0-mae:5001.40088 validation_1-mae:6089.09424 [657] validation_0-mae:5000.19336 validation_1-mae:6089.39355 [658] validation_0-mae:4997.60791 validation_1-mae:6087.69775 [659] validation_0-mae:4996.70361 validation_1-mae:6087.29102 [660] validation_0-mae:4994.66553 validation_1-mae:6086.15918 [661] validation_0-mae:4992.67334 validation_1-mae:6085.54639 [662] validation_0-mae:4990.81006 validation_1-mae:6085.28223 [663] validation_0-mae:4988.62012 validation_1-mae:6085.06103 [664] validation_0-mae:4987.81299 validation_1-mae:6084.82568 [665] validation_0-mae:4984.68994 validation_1-mae:6084.46582 [666] validation_0-mae:4983.34522 validation_1-mae:6084.32910 [667] validation_0-mae:4981.94922 validation_1-mae:6083.10596 [668] validation_0-mae:4980.35107 validation_1-mae:6082.25684 [669] validation_0-mae:4979.26221 validation_1-mae:6082.08301 [670] validation_0-mae:4977.62353 validation_1-mae:6082.44531 [671] validation_0-mae:4977.16650 validation_1-mae:6082.61719 [672] validation_0-mae:4975.63965 validation_1-mae:6082.84131 [673] validation_0-mae:4974.77930 validation_1-mae:6082.46582 [674] validation_0-mae:4974.00244 validation_1-mae:6082.63232 [675] validation_0-mae:4973.84375 validation_1-mae:6082.77978 [676] validation_0-mae:4973.76123 validation_1-mae:6082.85449 [677] validation_0-mae:4972.76514 validation_1-mae:6082.83545 [678] validation_0-mae:4972.65576 validation_1-mae:6082.94434 [679] validation_0-mae:4970.68408 validation_1-mae:6082.21582 [680] validation_0-mae:4970.15088 validation_1-mae:6081.93311 [681] validation_0-mae:4969.00244 validation_1-mae:6082.01514 [682] validation_0-mae:4967.72852 validation_1-mae:6081.48242 [683] validation_0-mae:4965.51904 validation_1-mae:6080.43359 [684] validation_0-mae:4964.49756 validation_1-mae:6080.36328 [685] validation_0-mae:4963.22852 validation_1-mae:6080.24707 [686] validation_0-mae:4960.90381 validation_1-mae:6079.67285 [687] validation_0-mae:4960.07178 validation_1-mae:6079.66602 [688] validation_0-mae:4958.93750 validation_1-mae:6079.08887 [689] validation_0-mae:4956.32422 validation_1-mae:6077.98535 [690] validation_0-mae:4954.48193 validation_1-mae:6077.22900 [691] validation_0-mae:4951.84717 validation_1-mae:6076.82471 [692] validation_0-mae:4949.82080 validation_1-mae:6076.48975 [693] validation_0-mae:4948.49805 validation_1-mae:6076.62012 [694] validation_0-mae:4945.78027 validation_1-mae:6076.73584 [695] validation_0-mae:4944.66113 validation_1-mae:6076.70898 [696] validation_0-mae:4943.31250 validation_1-mae:6077.14014 [697] validation_0-mae:4942.24121 validation_1-mae:6076.57324 [698] validation_0-mae:4941.66309 validation_1-mae:6076.25781 [699] validation_0-mae:4940.55615 validation_1-mae:6075.63818 [700] validation_0-mae:4938.18555 validation_1-mae:6074.32861 [701] validation_0-mae:4936.66113 validation_1-mae:6073.79736 [702] validation_0-mae:4935.76709 validation_1-mae:6073.90820 [703] validation_0-mae:4933.95557 validation_1-mae:6073.97949 [704] validation_0-mae:4931.47266 validation_1-mae:6073.97217 [705] validation_0-mae:4928.64844 validation_1-mae:6074.08789 [706] validation_0-mae:4926.65674 validation_1-mae:6073.68994 [707] validation_0-mae:4924.00830 validation_1-mae:6072.78369 [708] validation_0-mae:4921.67676 validation_1-mae:6071.54834 [709] validation_0-mae:4920.94824 validation_1-mae:6071.49121 [710] validation_0-mae:4918.43555 validation_1-mae:6070.26807 [711] validation_0-mae:4916.56006 validation_1-mae:6070.47119 [712] validation_0-mae:4915.28662 validation_1-mae:6070.69629 [713] validation_0-mae:4913.64648 validation_1-mae:6070.66699 [714] validation_0-mae:4910.64160 validation_1-mae:6069.24072 [715] validation_0-mae:4909.80078 validation_1-mae:6068.94727 [716] validation_0-mae:4907.79785 validation_1-mae:6067.55713 [717] validation_0-mae:4905.55566 validation_1-mae:6066.94482 [718] validation_0-mae:4903.87500 validation_1-mae:6067.21728 [719] validation_0-mae:4903.42188 validation_1-mae:6067.28174 [720] validation_0-mae:4902.64160 validation_1-mae:6067.02832 [721] validation_0-mae:4900.06689 validation_1-mae:6065.59961 [722] validation_0-mae:4899.73779 validation_1-mae:6065.68164 [723] validation_0-mae:4899.62451 validation_1-mae:6065.69775 [724] validation_0-mae:4898.98633 validation_1-mae:6065.80322 [725] validation_0-mae:4896.22461 validation_1-mae:6064.71289 [726] validation_0-mae:4893.37549 validation_1-mae:6064.72607 [727] validation_0-mae:4891.84033 validation_1-mae:6063.63721 [728] validation_0-mae:4890.92041 validation_1-mae:6063.39600 [729] validation_0-mae:4889.77588 validation_1-mae:6063.27734 [730] validation_0-mae:4888.46680 validation_1-mae:6064.14062 [731] validation_0-mae:4887.35254 validation_1-mae:6063.87939 [732] validation_0-mae:4884.76221 validation_1-mae:6063.28809 [733] validation_0-mae:4883.81299 validation_1-mae:6062.92041 [734] validation_0-mae:4882.77930 validation_1-mae:6062.90918 [735] validation_0-mae:4880.08545 validation_1-mae:6061.96924 [736] validation_0-mae:4879.23438 validation_1-mae:6061.67969 [737] validation_0-mae:4877.46973 validation_1-mae:6061.06299 [738] validation_0-mae:4876.28320 validation_1-mae:6061.31055 [739] validation_0-mae:4874.93018 validation_1-mae:6060.33447 [740] validation_0-mae:4873.76660 validation_1-mae:6059.89746 [741] validation_0-mae:4871.36963 validation_1-mae:6058.24512 [742] validation_0-mae:4871.05908 validation_1-mae:6058.24268 [743] validation_0-mae:4869.72510 validation_1-mae:6057.49512 [744] validation_0-mae:4868.62939 validation_1-mae:6057.53955 [745] validation_0-mae:4867.19922 validation_1-mae:6056.22852 [746] validation_0-mae:4866.76025 validation_1-mae:6056.17090 [747] validation_0-mae:4865.87061 validation_1-mae:6056.16016 [748] validation_0-mae:4863.94287 validation_1-mae:6055.63184 [749] validation_0-mae:4862.69629 validation_1-mae:6055.20312 [750] validation_0-mae:4861.38428 validation_1-mae:6054.84277 [751] validation_0-mae:4860.88184 validation_1-mae:6054.88428 [752] validation_0-mae:4858.40137 validation_1-mae:6054.76562 [753] validation_0-mae:4856.51318 validation_1-mae:6054.95605 [754] validation_0-mae:4856.08008 validation_1-mae:6054.74463 [755] validation_0-mae:4855.22119 validation_1-mae:6054.85059 [756] validation_0-mae:4853.03418 validation_1-mae:6054.31299 [757] validation_0-mae:4851.15527 validation_1-mae:6053.60693 [758] validation_0-mae:4848.89404 validation_1-mae:6052.17773 [759] validation_0-mae:4845.58594 validation_1-mae:6052.09912 [760] validation_0-mae:4843.71387 validation_1-mae:6051.74219 [761] validation_0-mae:4842.03662 validation_1-mae:6051.30273 [762] validation_0-mae:4840.56250 validation_1-mae:6051.04004 [763] validation_0-mae:4839.59717 validation_1-mae:6050.37695 [764] validation_0-mae:4838.28564 validation_1-mae:6050.51904 [765] validation_0-mae:4837.59961 validation_1-mae:6050.39307 [766] validation_0-mae:4836.41992 validation_1-mae:6050.18408 [767] validation_0-mae:4834.74951 validation_1-mae:6049.61279 [768] validation_0-mae:4832.68311 validation_1-mae:6049.21338 [769] validation_0-mae:4830.85693 validation_1-mae:6049.11328 [770] validation_0-mae:4829.35938 validation_1-mae:6048.49561 [771] validation_0-mae:4826.35986 validation_1-mae:6047.85400 [772] validation_0-mae:4824.69434 validation_1-mae:6047.22119 [773] validation_0-mae:4823.07617 validation_1-mae:6046.85303 [774] validation_0-mae:4820.99707 validation_1-mae:6046.49902 [775] validation_0-mae:4819.02930 validation_1-mae:6045.74609 [776] validation_0-mae:4817.00977 validation_1-mae:6044.81494 [777] validation_0-mae:4815.72705 validation_1-mae:6044.48633 [778] validation_0-mae:4814.37842 validation_1-mae:6044.30957 [779] validation_0-mae:4812.89893 validation_1-mae:6043.96728 [780] validation_0-mae:4810.15088 validation_1-mae:6043.66309 [781] validation_0-mae:4808.59619 validation_1-mae:6044.58789 [782] validation_0-mae:4807.46582 validation_1-mae:6044.05420 [783] validation_0-mae:4805.92822 validation_1-mae:6044.06689 [784] validation_0-mae:4803.66943 validation_1-mae:6043.41357 [785] validation_0-mae:4802.39990 validation_1-mae:6042.94629 [786] validation_0-mae:4801.60352 validation_1-mae:6043.00098 [787] validation_0-mae:4800.26904 validation_1-mae:6042.83936 [788] validation_0-mae:4798.77441 validation_1-mae:6042.46094 [789] validation_0-mae:4796.65527 validation_1-mae:6041.85107 [790] validation_0-mae:4795.55615 validation_1-mae:6042.08398 [791] validation_0-mae:4794.65381 validation_1-mae:6041.57471 [792] validation_0-mae:4793.72656 validation_1-mae:6042.04980 [793] validation_0-mae:4793.18994 validation_1-mae:6041.88770 [794] validation_0-mae:4792.99023 validation_1-mae:6042.09717 [795] validation_0-mae:4792.61719 validation_1-mae:6042.18311 [796] validation_0-mae:4791.71143 validation_1-mae:6042.04297 [797] validation_0-mae:4790.73584 validation_1-mae:6041.39600 [798] validation_0-mae:4789.81250 validation_1-mae:6042.39893 [799] validation_0-mae:4787.76562 validation_1-mae:6041.40478 [800] validation_0-mae:4787.09717 validation_1-mae:6041.48047 [801] validation_0-mae:4785.86816 validation_1-mae:6041.42822 [802] validation_0-mae:4784.17041 validation_1-mae:6041.00342 [803] validation_0-mae:4782.98145 validation_1-mae:6040.74951 [804] validation_0-mae:4781.60010 validation_1-mae:6040.48828 [805] validation_0-mae:4781.14551 validation_1-mae:6040.59180 [806] validation_0-mae:4779.99707 validation_1-mae:6039.96826 [807] validation_0-mae:4779.36914 validation_1-mae:6039.88916 [808] validation_0-mae:4778.56006 validation_1-mae:6039.39258 [809] validation_0-mae:4775.47705 validation_1-mae:6038.71094 [810] validation_0-mae:4774.24023 validation_1-mae:6038.67969 [811] validation_0-mae:4773.22949 validation_1-mae:6038.28809 [812] validation_0-mae:4770.93652 validation_1-mae:6038.89404 [813] validation_0-mae:4768.06934 validation_1-mae:6038.69434 [814] validation_0-mae:4766.46631 validation_1-mae:6038.96143 [815] validation_0-mae:4765.13330 validation_1-mae:6039.37109 [816] validation_0-mae:4763.49902 validation_1-mae:6038.54199 [817] validation_0-mae:4760.83691 validation_1-mae:6037.66162 [818] validation_0-mae:4759.83496 validation_1-mae:6037.93994 [819] validation_0-mae:4758.90723 validation_1-mae:6037.17773 [820] validation_0-mae:4756.53369 validation_1-mae:6037.39551 [821] validation_0-mae:4754.59131 validation_1-mae:6036.65918 [822] validation_0-mae:4752.72852 validation_1-mae:6035.89502 [823] validation_0-mae:4749.92041 validation_1-mae:6034.95410 [824] validation_0-mae:4747.65234 validation_1-mae:6034.70703 [825] validation_0-mae:4745.39697 validation_1-mae:6033.72705 [826] validation_0-mae:4743.83594 validation_1-mae:6033.05127 [827] validation_0-mae:4742.45312 validation_1-mae:6033.39111 [828] validation_0-mae:4741.29199 validation_1-mae:6033.10986 [829] validation_0-mae:4739.06592 validation_1-mae:6032.23975 [830] validation_0-mae:4738.03809 validation_1-mae:6031.83887 [831] validation_0-mae:4736.66797 validation_1-mae:6031.75928 [832] validation_0-mae:4735.26611 validation_1-mae:6031.44873 [833] validation_0-mae:4734.53809 validation_1-mae:6031.27930 [834] validation_0-mae:4733.87598 validation_1-mae:6031.33740 [835] validation_0-mae:4732.46631 validation_1-mae:6031.16748 [836] validation_0-mae:4732.14160 validation_1-mae:6031.27051 [837] validation_0-mae:4730.48389 validation_1-mae:6031.67920 [838] validation_0-mae:4730.24268 validation_1-mae:6031.61865 [839] validation_0-mae:4728.50244 validation_1-mae:6031.93408 [840] validation_0-mae:4727.36279 validation_1-mae:6031.59912 [841] validation_0-mae:4726.69678 validation_1-mae:6031.42529 [842] validation_0-mae:4726.21484 validation_1-mae:6031.41846 [843] validation_0-mae:4725.79053 validation_1-mae:6031.56055 [844] validation_0-mae:4724.83545 validation_1-mae:6031.56006 [845] validation_0-mae:4724.46777 validation_1-mae:6031.56885 [846] validation_0-mae:4723.76904 validation_1-mae:6031.58252 [847] validation_0-mae:4722.19775 validation_1-mae:6030.04102 [848] validation_0-mae:4721.38428 validation_1-mae:6030.11768 [849] validation_0-mae:4719.89893 validation_1-mae:6029.86133 [850] validation_0-mae:4718.62402 validation_1-mae:6029.25781 [851] validation_0-mae:4717.24170 validation_1-mae:6029.39844 [852] validation_0-mae:4716.28906 validation_1-mae:6028.82959 [853] validation_0-mae:4715.93457 validation_1-mae:6028.67627 [854] validation_0-mae:4714.75635 validation_1-mae:6028.97168 [855] validation_0-mae:4712.84473 validation_1-mae:6028.45508 [856] validation_0-mae:4712.35205 validation_1-mae:6028.63428 [857] validation_0-mae:4712.28564 validation_1-mae:6028.72217 [858] validation_0-mae:4711.43848 validation_1-mae:6028.89844 [859] validation_0-mae:4709.94336 validation_1-mae:6029.14941 [860] validation_0-mae:4708.99219 validation_1-mae:6029.01123 [861] validation_0-mae:4707.95508 validation_1-mae:6029.13867 [862] validation_0-mae:4707.00098 validation_1-mae:6029.09619 [863] validation_0-mae:4706.32812 validation_1-mae:6029.00537 [864] validation_0-mae:4705.34912 validation_1-mae:6029.12988 [865] validation_0-mae:4704.73584 validation_1-mae:6029.44531 [866] validation_0-mae:4703.97559 validation_1-mae:6028.93603 [867] validation_0-mae:4703.25977 validation_1-mae:6028.37256 [868] validation_0-mae:4702.49951 validation_1-mae:6028.30859 [869] validation_0-mae:4702.02344 validation_1-mae:6028.34668 [870] validation_0-mae:4700.34668 validation_1-mae:6028.02100 [871] validation_0-mae:4699.06494 validation_1-mae:6027.49609 [872] validation_0-mae:4696.82324 validation_1-mae:6027.24853 [873] validation_0-mae:4696.14795 validation_1-mae:6027.29053 [874] validation_0-mae:4693.93311 validation_1-mae:6027.03711 [875] validation_0-mae:4692.37012 validation_1-mae:6026.67334 [876] validation_0-mae:4691.12695 validation_1-mae:6026.47412 [877] validation_0-mae:4690.62891 validation_1-mae:6026.85596 [878] validation_0-mae:4688.94434 validation_1-mae:6026.37061 [879] validation_0-mae:4686.85059 validation_1-mae:6026.09473 [880] validation_0-mae:4685.09619 validation_1-mae:6026.38623 [881] validation_0-mae:4685.04053 validation_1-mae:6026.40283 [882] validation_0-mae:4684.18897 validation_1-mae:6026.13672 [883] validation_0-mae:4683.66211 validation_1-mae:6026.26514 [884] validation_0-mae:4683.15430 validation_1-mae:6026.78223 [885] validation_0-mae:4682.85449 validation_1-mae:6026.74316 [886] validation_0-mae:4681.53955 validation_1-mae:6026.41357 [887] validation_0-mae:4680.38477 validation_1-mae:6026.37109 [888] validation_0-mae:4679.56006 validation_1-mae:6026.85596 [889] validation_0-mae:4678.40674 validation_1-mae:6026.66699 [890] validation_0-mae:4676.35596 validation_1-mae:6025.39893 [891] validation_0-mae:4675.20117 validation_1-mae:6024.93897 [892] validation_0-mae:4674.26221 validation_1-mae:6024.85107 [893] validation_0-mae:4673.78174 validation_1-mae:6024.94189 [894] validation_0-mae:4671.98096 validation_1-mae:6024.81885 [895] validation_0-mae:4671.38037 validation_1-mae:6024.63281 [896] validation_0-mae:4669.86426 validation_1-mae:6023.44092 [897] validation_0-mae:4668.47705 validation_1-mae:6023.73145 [898] validation_0-mae:4667.39795 validation_1-mae:6024.05371 [899] validation_0-mae:4666.65478 validation_1-mae:6023.63623 [900] validation_0-mae:4665.93213 validation_1-mae:6023.69873 [901] validation_0-mae:4664.87402 validation_1-mae:6023.64941 [902] validation_0-mae:4663.14551 validation_1-mae:6022.97705 [903] validation_0-mae:4662.47949 validation_1-mae:6022.97217 [904] validation_0-mae:4661.26611 validation_1-mae:6023.15527 [905] validation_0-mae:4660.18897 validation_1-mae:6023.37402 [906] validation_0-mae:4658.30762 validation_1-mae:6023.32520 [907] validation_0-mae:4657.04639 validation_1-mae:6022.92188 [908] validation_0-mae:4655.27490 validation_1-mae:6023.14209 [909] validation_0-mae:4655.11768 validation_1-mae:6023.42432 [910] validation_0-mae:4654.05127 validation_1-mae:6023.29395 [911] validation_0-mae:4651.96533 validation_1-mae:6022.90186 [912] validation_0-mae:4651.22168 validation_1-mae:6022.39307 [913] validation_0-mae:4650.40088 validation_1-mae:6022.52539 [914] validation_0-mae:4649.89307 validation_1-mae:6022.07520 [915] validation_0-mae:4649.27100 validation_1-mae:6022.52051 [916] validation_0-mae:4648.35205 validation_1-mae:6022.39990 [917] validation_0-mae:4647.81787 validation_1-mae:6022.75000 [918] validation_0-mae:4647.01172 validation_1-mae:6022.68262 [919] validation_0-mae:4646.03223 validation_1-mae:6022.36914 [920] validation_0-mae:4643.65527 validation_1-mae:6020.95508 [921] validation_0-mae:4641.66699 validation_1-mae:6020.42480 [922] validation_0-mae:4639.93164 validation_1-mae:6020.28320 [923] validation_0-mae:4639.09912 validation_1-mae:6020.26367 [924] validation_0-mae:4638.38672 validation_1-mae:6020.61230 [925] validation_0-mae:4638.13574 validation_1-mae:6020.42334 [926] validation_0-mae:4636.77978 validation_1-mae:6020.36377 [927] validation_0-mae:4635.90234 validation_1-mae:6020.72559 [928] validation_0-mae:4635.03076 validation_1-mae:6020.89453 [929] validation_0-mae:4634.33887 validation_1-mae:6020.79248 [930] validation_0-mae:4632.63867 validation_1-mae:6020.83105 [931] validation_0-mae:4631.41797 validation_1-mae:6021.01562 [932] validation_0-mae:4630.33154 validation_1-mae:6021.14258 [933] validation_0-mae:4629.60742 validation_1-mae:6021.45898 [934] validation_0-mae:4628.84033 validation_1-mae:6021.26123 [935] validation_0-mae:4628.01416 validation_1-mae:6021.31543 [936] validation_0-mae:4627.28418 validation_1-mae:6020.92725 [937] validation_0-mae:4626.63281 validation_1-mae:6020.88574 [938] validation_0-mae:4625.42822 validation_1-mae:6020.57715 [939] validation_0-mae:4623.33447 validation_1-mae:6021.67188 [940] validation_0-mae:4621.60156 validation_1-mae:6021.56250 [941] validation_0-mae:4620.94141 validation_1-mae:6021.57080 [942] validation_0-mae:4619.52393 validation_1-mae:6021.31201 [943] validation_0-mae:4617.20996 validation_1-mae:6020.85303 [944] validation_0-mae:4616.18066 validation_1-mae:6021.00391 [945] validation_0-mae:4613.72705 validation_1-mae:6020.72314 [946] validation_0-mae:4612.81934 validation_1-mae:6020.52148 [947] validation_0-mae:4610.38818 validation_1-mae:6020.14404 [948] validation_0-mae:4609.71387 validation_1-mae:6020.21191 [949] validation_0-mae:4608.60107 validation_1-mae:6020.08398 [950] validation_0-mae:4607.88770 validation_1-mae:6020.17480 [951] validation_0-mae:4607.00342 validation_1-mae:6019.64014 [952] validation_0-mae:4605.60742 validation_1-mae:6019.48047 [953] validation_0-mae:4604.44629 validation_1-mae:6019.38867 [954] validation_0-mae:4603.72852 validation_1-mae:6019.63379 [955] validation_0-mae:4602.87207 validation_1-mae:6019.27393 [956] validation_0-mae:4601.32812 validation_1-mae:6019.02978 [957] validation_0-mae:4600.54102 validation_1-mae:6019.10791 [958] validation_0-mae:4599.76221 validation_1-mae:6019.14062 [959] validation_0-mae:4598.99853 validation_1-mae:6019.30078 [960] validation_0-mae:4598.13037 validation_1-mae:6019.15137 [961] validation_0-mae:4596.73877 validation_1-mae:6019.00342 [962] validation_0-mae:4596.02734 validation_1-mae:6018.99023 [963] validation_0-mae:4595.60938 validation_1-mae:6019.10254 [964] validation_0-mae:4595.23877 validation_1-mae:6019.22168 [965] validation_0-mae:4594.69971 validation_1-mae:6019.15674 [966] validation_0-mae:4593.60059 validation_1-mae:6019.27588 [967] validation_0-mae:4592.93066 validation_1-mae:6019.08691 [968] validation_0-mae:4592.47119 validation_1-mae:6019.30029 [969] validation_0-mae:4591.08545 validation_1-mae:6019.38623 [970] validation_0-mae:4589.83887 validation_1-mae:6018.97510 [971] validation_0-mae:4589.34375 validation_1-mae:6019.24023 [972] validation_0-mae:4588.29102 validation_1-mae:6019.27051 [973] validation_0-mae:4587.38135 validation_1-mae:6019.79346 [974] validation_0-mae:4586.29102 validation_1-mae:6019.48828 [975] validation_0-mae:4585.71973 validation_1-mae:6019.58643 [976] validation_0-mae:4583.66260 validation_1-mae:6018.69287 [977] validation_0-mae:4581.79639 validation_1-mae:6018.63135 [978] validation_0-mae:4580.77051 validation_1-mae:6018.77246 [979] validation_0-mae:4580.71973 validation_1-mae:6018.82373 [980] validation_0-mae:4578.93506 validation_1-mae:6018.47510 [981] validation_0-mae:4577.76074 validation_1-mae:6018.03809 [982] validation_0-mae:4576.89307 validation_1-mae:6017.54297 [983] validation_0-mae:4575.50147 validation_1-mae:6017.37500 [984] validation_0-mae:4574.15088 validation_1-mae:6017.59228 [985] validation_0-mae:4573.57422 validation_1-mae:6017.63330 [986] validation_0-mae:4572.75732 validation_1-mae:6017.89453 [987] validation_0-mae:4571.93506 validation_1-mae:6017.51611 [988] validation_0-mae:4570.45801 validation_1-mae:6018.03272 [989] validation_0-mae:4570.19385 validation_1-mae:6018.17920 [990] validation_0-mae:4569.75000 validation_1-mae:6018.21338 [991] validation_0-mae:4569.30811 validation_1-mae:6017.95947 [992] validation_0-mae:4568.68994 validation_1-mae:6017.72314 [993] validation_0-mae:4568.37402 validation_1-mae:6018.05371 [994] validation_0-mae:4567.28809 validation_1-mae:6017.83105 [995] validation_0-mae:4566.47461 validation_1-mae:6017.50244 [996] validation_0-mae:4565.35107 validation_1-mae:6017.14209 [997] validation_0-mae:4565.30713 validation_1-mae:6017.17236 [998] validation_0-mae:4565.19824 validation_1-mae:6017.31738 [999] validation_0-mae:4564.79004 validation_1-mae:6017.61865 [1000] validation_0-mae:4564.22803 validation_1-mae:6017.78711 [1001] validation_0-mae:4563.61035 validation_1-mae:6017.86279 [1002] validation_0-mae:4562.97168 validation_1-mae:6017.34375 [1003] validation_0-mae:4562.59473 validation_1-mae:6017.26758 [1004] validation_0-mae:4562.53760 validation_1-mae:6017.21728 [1005] validation_0-mae:4561.59570 validation_1-mae:6016.98877 [1006] validation_0-mae:4559.24609 validation_1-mae:6017.22998 [1007] validation_0-mae:4558.18066 validation_1-mae:6017.70801 [1008] validation_0-mae:4557.05225 validation_1-mae:6018.08008 [1009] validation_0-mae:4555.71875 validation_1-mae:6017.60791 [1010] validation_0-mae:4554.92773 validation_1-mae:6017.66455 [1011] validation_0-mae:4553.31787 validation_1-mae:6017.77637 [1012] validation_0-mae:4552.40723 validation_1-mae:6017.65039 [1013] validation_0-mae:4551.62842 validation_1-mae:6017.50244 [1014] validation_0-mae:4550.15478 validation_1-mae:6016.60889 [1015] validation_0-mae:4549.02148 validation_1-mae:6016.60254 [1016] validation_0-mae:4548.03174 validation_1-mae:6016.72656 [1017] validation_0-mae:4546.26953 validation_1-mae:6015.98096 [1018] validation_0-mae:4545.70996 validation_1-mae:6016.10889 [1019] validation_0-mae:4544.36133 validation_1-mae:6016.77539 [1020] validation_0-mae:4543.50195 validation_1-mae:6016.55469 [1021] validation_0-mae:4541.73438 validation_1-mae:6016.56689 [1022] validation_0-mae:4541.45020 validation_1-mae:6016.22510 [1023] validation_0-mae:4538.98389 validation_1-mae:6014.23877 [1024] validation_0-mae:4537.71191 validation_1-mae:6013.98730 [1025] validation_0-mae:4536.03809 validation_1-mae:6012.87500 [1026] validation_0-mae:4534.06934 validation_1-mae:6013.82861 [1027] validation_0-mae:4532.66602 validation_1-mae:6013.53076 [1028] validation_0-mae:4532.02832 validation_1-mae:6013.29736 [1029] validation_0-mae:4531.72070 validation_1-mae:6013.18652 [1030] validation_0-mae:4531.17432 validation_1-mae:6013.05811 [1031] validation_0-mae:4530.55762 validation_1-mae:6013.32422 [1032] validation_0-mae:4529.78809 validation_1-mae:6013.32617 [1033] validation_0-mae:4528.59619 validation_1-mae:6013.60303 [1034] validation_0-mae:4526.33594 validation_1-mae:6013.58301 [1035] validation_0-mae:4525.91357 validation_1-mae:6013.58105 [1036] validation_0-mae:4524.74072 validation_1-mae:6013.63135 [1037] validation_0-mae:4524.31103 validation_1-mae:6013.32275 [1038] validation_0-mae:4522.56934 validation_1-mae:6013.36914 [1039] validation_0-mae:4521.27393 validation_1-mae:6012.66748 [1040] validation_0-mae:4519.43408 validation_1-mae:6012.87500 [1041] validation_0-mae:4518.50830 validation_1-mae:6013.01855 [1042] validation_0-mae:4517.48096 validation_1-mae:6012.63623 [1043] validation_0-mae:4516.87109 validation_1-mae:6012.55811 [1044] validation_0-mae:4516.00000 validation_1-mae:6012.49170 [1045] validation_0-mae:4513.96484 validation_1-mae:6011.93701 [1046] validation_0-mae:4513.10889 validation_1-mae:6011.58105 [1047] validation_0-mae:4512.43408 validation_1-mae:6011.41553 [1048] validation_0-mae:4511.88330 validation_1-mae:6011.36719 [1049] validation_0-mae:4511.35498 validation_1-mae:6011.07227 [1050] validation_0-mae:4509.75928 validation_1-mae:6011.00000 [1051] validation_0-mae:4509.35059 validation_1-mae:6010.90332 [1052] validation_0-mae:4508.36084 validation_1-mae:6011.23584 [1053] validation_0-mae:4507.40918 validation_1-mae:6011.17871 [1054] validation_0-mae:4506.28613 validation_1-mae:6011.30908 [1055] validation_0-mae:4505.77930 validation_1-mae:6011.92822 [1056] validation_0-mae:4504.72900 validation_1-mae:6011.76758 [1057] validation_0-mae:4503.14062 validation_1-mae:6011.40527 [1058] validation_0-mae:4502.26807 validation_1-mae:6011.26709 [1059] validation_0-mae:4500.55713 validation_1-mae:6010.31982 [1060] validation_0-mae:4498.84912 validation_1-mae:6009.47754 [1061] validation_0-mae:4497.29443 validation_1-mae:6009.73877 [1062] validation_0-mae:4496.40137 validation_1-mae:6010.03272 [1063] validation_0-mae:4495.19336 validation_1-mae:6010.40234 [1064] validation_0-mae:4494.20801 validation_1-mae:6010.64697 [1065] validation_0-mae:4492.87061 validation_1-mae:6011.11279 [1066] validation_0-mae:4492.01465 validation_1-mae:6010.62647 [1067] validation_0-mae:4491.04004 validation_1-mae:6010.37793 [1068] validation_0-mae:4490.29053 validation_1-mae:6010.54297 [1069] validation_0-mae:4489.71875 validation_1-mae:6010.81787 [1070] validation_0-mae:4488.80615 validation_1-mae:6011.29297 [1071] validation_0-mae:4487.71338 validation_1-mae:6011.70410 [1072] validation_0-mae:4487.05371 validation_1-mae:6012.08154 [1073] validation_0-mae:4486.08789 validation_1-mae:6011.62891 [1074] validation_0-mae:4485.44775 validation_1-mae:6011.55957 [1075] validation_0-mae:4485.09814 validation_1-mae:6011.62891 [1076] validation_0-mae:4483.82471 validation_1-mae:6011.45508 [1077] validation_0-mae:4482.68457 validation_1-mae:6011.47217 [1078] validation_0-mae:4481.25781 validation_1-mae:6011.27832 [1079] validation_0-mae:4480.09277 validation_1-mae:6011.18164 [1080] validation_0-mae:4478.56689 validation_1-mae:6010.59766 [1081] validation_0-mae:4478.03418 validation_1-mae:6010.40576 [1082] validation_0-mae:4476.91846 validation_1-mae:6010.21680 [1083] validation_0-mae:4476.59228 validation_1-mae:6010.51318 [1084] validation_0-mae:4476.15576 validation_1-mae:6010.50635 [1085] validation_0-mae:4474.51123 validation_1-mae:6010.54199 [1086] validation_0-mae:4473.36328 validation_1-mae:6010.20361 [1087] validation_0-mae:4471.96924 validation_1-mae:6010.62695 [1088] validation_0-mae:4471.00098 validation_1-mae:6011.33838 [1089] validation_0-mae:4470.64111 validation_1-mae:6011.44873 [1090] validation_0-mae:4468.99219 validation_1-mae:6010.95068 [1091] validation_0-mae:4465.86816 validation_1-mae:6009.48438 [1092] validation_0-mae:4464.06934 validation_1-mae:6009.92139 [1093] validation_0-mae:4462.48633 validation_1-mae:6009.07666 [1094] validation_0-mae:4460.56250 validation_1-mae:6009.42383 [1095] validation_0-mae:4458.80908 validation_1-mae:6010.09766 [1096] validation_0-mae:4458.52686 validation_1-mae:6010.28418 [1097] validation_0-mae:4457.94043 validation_1-mae:6010.47998 [1098] validation_0-mae:4456.80273 validation_1-mae:6010.88037 [1099] validation_0-mae:4456.52930 validation_1-mae:6010.92236 [1100] validation_0-mae:4455.80078 validation_1-mae:6010.94141 [1101] validation_0-mae:4455.67822 validation_1-mae:6010.98682 [1102] validation_0-mae:4455.39307 validation_1-mae:6011.03516 [1103] validation_0-mae:4455.31982 validation_1-mae:6011.05811 [1104] validation_0-mae:4454.48584 validation_1-mae:6010.64160 [1105] validation_0-mae:4452.94824 validation_1-mae:6010.33154 [1106] validation_0-mae:4452.65869 validation_1-mae:6010.39404 [1107] validation_0-mae:4451.67188 validation_1-mae:6010.21777 [1108] validation_0-mae:4450.20264 validation_1-mae:6010.78076 [1109] validation_0-mae:4449.54785 validation_1-mae:6011.01123 [1110] validation_0-mae:4448.88184 validation_1-mae:6010.76416 [1111] validation_0-mae:4448.32324 validation_1-mae:6010.74121 [1112] validation_0-mae:4448.21191 validation_1-mae:6010.73096 [1113] validation_0-mae:4448.03662 validation_1-mae:6010.60938 [1114] validation_0-mae:4446.95947 validation_1-mae:6010.23633 [1115] validation_0-mae:4446.22461 validation_1-mae:6010.13770 [1116] validation_0-mae:4445.61816 validation_1-mae:6010.14307 [1117] validation_0-mae:4445.03369 validation_1-mae:6009.75000 [1118] validation_0-mae:4444.49316 validation_1-mae:6009.78223 [1119] validation_0-mae:4443.87647 validation_1-mae:6009.58350 [1120] validation_0-mae:4443.48730 validation_1-mae:6009.40869 [1121] validation_0-mae:4442.87842 validation_1-mae:6008.90869 [1122] validation_0-mae:4442.06738 validation_1-mae:6008.70996 [1123] validation_0-mae:4439.99805 validation_1-mae:6007.30566 [1124] validation_0-mae:4439.79980 validation_1-mae:6007.24707 [1125] validation_0-mae:4439.36475 validation_1-mae:6007.07227 [1126] validation_0-mae:4439.03369 validation_1-mae:6007.01904 [1127] validation_0-mae:4438.39795 validation_1-mae:6006.81152 [1128] validation_0-mae:4436.68848 validation_1-mae:6006.55566 [1129] validation_0-mae:4435.75635 validation_1-mae:6006.24658 [1130] validation_0-mae:4434.46240 validation_1-mae:6005.67041 [1131] validation_0-mae:4432.94678 validation_1-mae:6005.87939 [1132] validation_0-mae:4432.16211 validation_1-mae:6006.01953 [1133] validation_0-mae:4431.07715 validation_1-mae:6006.60010 [1134] validation_0-mae:4429.92285 validation_1-mae:6006.32275 [1135] validation_0-mae:4429.13184 validation_1-mae:6006.40625 [1136] validation_0-mae:4428.36914 validation_1-mae:6006.26318 [1137] validation_0-mae:4427.52832 validation_1-mae:6006.06836 [1138] validation_0-mae:4426.84522 validation_1-mae:6006.06934 [1139] validation_0-mae:4426.14160 validation_1-mae:6005.75732 [1140] validation_0-mae:4423.87647 validation_1-mae:6005.60254 [1141] validation_0-mae:4423.22119 validation_1-mae:6005.14990 [1142] validation_0-mae:4421.63330 validation_1-mae:6004.79492 [1143] validation_0-mae:4420.89893 validation_1-mae:6004.81348 [1144] validation_0-mae:4420.18799 validation_1-mae:6004.89209 [1145] validation_0-mae:4419.67432 validation_1-mae:6004.70361 [1146] validation_0-mae:4419.33594 validation_1-mae:6004.95850 [1147] validation_0-mae:4418.09326 validation_1-mae:6004.34228 [1148] validation_0-mae:4416.97022 validation_1-mae:6004.22119 [1149] validation_0-mae:4416.15088 validation_1-mae:6004.21924 [1150] validation_0-mae:4415.41406 validation_1-mae:6004.23584 [1151] validation_0-mae:4414.93262 validation_1-mae:6004.27930 [1152] validation_0-mae:4414.18359 validation_1-mae:6004.21631 [1153] validation_0-mae:4413.15430 validation_1-mae:6004.37744 [1154] validation_0-mae:4411.51465 validation_1-mae:6004.83887 [1155] validation_0-mae:4410.62158 validation_1-mae:6004.66113 [1156] validation_0-mae:4409.46973 validation_1-mae:6004.06250 [1157] validation_0-mae:4408.17920 validation_1-mae:6004.47803 [1158] validation_0-mae:4407.49756 validation_1-mae:6004.22510 [1159] validation_0-mae:4407.20703 validation_1-mae:6004.59814 [1160] validation_0-mae:4405.81836 validation_1-mae:6003.92334 [1161] validation_0-mae:4404.52930 validation_1-mae:6004.19971 [1162] validation_0-mae:4403.91357 validation_1-mae:6004.50195 [1163] validation_0-mae:4403.19531 validation_1-mae:6004.16113 [1164] validation_0-mae:4402.94287 validation_1-mae:6004.17480 [1165] validation_0-mae:4401.52686 validation_1-mae:6004.05615 [1166] validation_0-mae:4400.58594 validation_1-mae:6004.53662 [1167] validation_0-mae:4400.10889 validation_1-mae:6004.57227 [1168] validation_0-mae:4399.35645 validation_1-mae:6004.66406 [1169] validation_0-mae:4398.75830 validation_1-mae:6004.55615 [1170] validation_0-mae:4397.93652 validation_1-mae:6004.23340 [1171] validation_0-mae:4396.91406 validation_1-mae:6003.87647 [1172] validation_0-mae:4395.49414 validation_1-mae:6004.17871 [1173] validation_0-mae:4394.56689 validation_1-mae:6004.27295 [1174] validation_0-mae:4393.67529 validation_1-mae:6004.19287 [1175] validation_0-mae:4392.10303 validation_1-mae:6004.53516 [1176] validation_0-mae:4390.67822 validation_1-mae:6004.10742 [1177] validation_0-mae:4389.50830 validation_1-mae:6004.23145 [1178] validation_0-mae:4387.52734 validation_1-mae:6003.28027 [1179] validation_0-mae:4386.37305 validation_1-mae:6003.54395 [1180] validation_0-mae:4385.54395 validation_1-mae:6003.68359 [1181] validation_0-mae:4383.98389 validation_1-mae:6003.28516 [1182] validation_0-mae:4383.39355 validation_1-mae:6003.23535 [1183] validation_0-mae:4382.11328 validation_1-mae:6002.45557 [1184] validation_0-mae:4381.26660 validation_1-mae:6002.44580 [1185] validation_0-mae:4379.44629 validation_1-mae:6002.80078 [1186] validation_0-mae:4377.89404 validation_1-mae:6002.38135 [1187] validation_0-mae:4376.66748 validation_1-mae:6002.52051 [1188] validation_0-mae:4375.63232 validation_1-mae:6002.49853 [1189] validation_0-mae:4374.68408 validation_1-mae:6002.78272 [1190] validation_0-mae:4373.58691 validation_1-mae:6002.77051 [1191] validation_0-mae:4373.21777 validation_1-mae:6002.70410 [1192] validation_0-mae:4372.41504 validation_1-mae:6002.43115 [1193] validation_0-mae:4371.80811 validation_1-mae:6002.65869 [1194] validation_0-mae:4370.85547 validation_1-mae:6002.56934 [1195] validation_0-mae:4370.00781 validation_1-mae:6002.46875 [1196] validation_0-mae:4368.68555 validation_1-mae:6002.67969 [1197] validation_0-mae:4368.07861 validation_1-mae:6002.45312 [1198] validation_0-mae:4366.94287 validation_1-mae:6001.48389 [1199] validation_0-mae:4365.97461 validation_1-mae:6001.14111 [1200] validation_0-mae:4364.74170 validation_1-mae:6000.91016 [1201] validation_0-mae:4363.69092 validation_1-mae:6001.03223 [1202] validation_0-mae:4363.16943 validation_1-mae:6001.05225 [1203] validation_0-mae:4362.69092 validation_1-mae:6001.08691 [1204] validation_0-mae:4361.76025 validation_1-mae:6001.05713 [1205] validation_0-mae:4360.60840 validation_1-mae:6000.84619 [1206] validation_0-mae:4360.55811 validation_1-mae:6000.92627 [1207] validation_0-mae:4359.88672 validation_1-mae:6000.88965 [1208] validation_0-mae:4359.24951 validation_1-mae:6001.05078 [1209] validation_0-mae:4358.70508 validation_1-mae:6001.06445 [1210] validation_0-mae:4358.04688 validation_1-mae:6001.26025 [1211] validation_0-mae:4357.19482 validation_1-mae:6001.50635 [1212] validation_0-mae:4356.48047 validation_1-mae:6001.13525 [1213] validation_0-mae:4355.63623 validation_1-mae:6001.30664 [1214] validation_0-mae:4353.55176 validation_1-mae:6001.54297 [1215] validation_0-mae:4352.49756 validation_1-mae:6001.45459 [1216] validation_0-mae:4351.56592 validation_1-mae:6001.57422 [1217] validation_0-mae:4350.16016 validation_1-mae:6000.90234 [1218] validation_0-mae:4348.47510 validation_1-mae:6000.62500 [1219] validation_0-mae:4347.62158 validation_1-mae:6000.34082 [1220] validation_0-mae:4346.05518 validation_1-mae:6000.53076 [1221] validation_0-mae:4345.08936 validation_1-mae:6000.96484 [1222] validation_0-mae:4343.96094 validation_1-mae:6000.71924 [1223] validation_0-mae:4342.72119 validation_1-mae:6000.89893 [1224] validation_0-mae:4341.62061 validation_1-mae:6000.61133 [1225] validation_0-mae:4340.54736 validation_1-mae:6000.55127 [1226] validation_0-mae:4339.18408 validation_1-mae:6000.09473 [1227] validation_0-mae:4337.72607 validation_1-mae:5999.82227 [1228] validation_0-mae:4336.47363 validation_1-mae:5999.49951 [1229] validation_0-mae:4335.83203 validation_1-mae:5999.44238 [1230] validation_0-mae:4334.48340 validation_1-mae:5999.30225 [1231] validation_0-mae:4333.93945 validation_1-mae:5999.07031 [1232] validation_0-mae:4333.55322 validation_1-mae:5998.98975 [1233] validation_0-mae:4332.89062 validation_1-mae:5999.23340 [1234] validation_0-mae:4332.04932 validation_1-mae:5999.15381 [1235] validation_0-mae:4331.24121 validation_1-mae:5999.06738 [1236] validation_0-mae:4330.44482 validation_1-mae:5998.80371 [1237] validation_0-mae:4329.86475 validation_1-mae:5998.74853 [1238] validation_0-mae:4328.96631 validation_1-mae:5998.20020 [1239] validation_0-mae:4328.61572 validation_1-mae:5998.16748 [1240] validation_0-mae:4327.37012 validation_1-mae:5998.45947 [1241] validation_0-mae:4325.75244 validation_1-mae:5998.27393 [1242] validation_0-mae:4324.40625 validation_1-mae:5997.74512 [1243] validation_0-mae:4323.22998 validation_1-mae:5997.96240 [1244] validation_0-mae:4321.12744 validation_1-mae:5997.05957 [1245] validation_0-mae:4320.21777 validation_1-mae:5996.55322 [1246] validation_0-mae:4319.19092 validation_1-mae:5995.99463 [1247] validation_0-mae:4318.08447 validation_1-mae:5995.84424 [1248] validation_0-mae:4316.54541 validation_1-mae:5995.18213 [1249] validation_0-mae:4315.84619 validation_1-mae:5995.25147 [1250] validation_0-mae:4315.00537 validation_1-mae:5995.10742 [1251] validation_0-mae:4313.85791 validation_1-mae:5995.16016 [1252] validation_0-mae:4313.12549 validation_1-mae:5995.46387 [1253] validation_0-mae:4311.96289 validation_1-mae:5995.73633 [1254] validation_0-mae:4310.45068 validation_1-mae:5995.36035 [1255] validation_0-mae:4309.11523 validation_1-mae:5995.06445 [1256] validation_0-mae:4307.62207 validation_1-mae:5995.42139 [1257] validation_0-mae:4307.36377 validation_1-mae:5995.10596 [1258] validation_0-mae:4306.36963 validation_1-mae:5994.94971 [1259] validation_0-mae:4305.44141 validation_1-mae:5995.37109 [1260] validation_0-mae:4304.85400 validation_1-mae:5995.19238 [1261] validation_0-mae:4304.22803 validation_1-mae:5994.97510 [1262] validation_0-mae:4303.94580 validation_1-mae:5994.89893 [1263] validation_0-mae:4303.88232 validation_1-mae:5994.95654 [1264] validation_0-mae:4303.69189 validation_1-mae:5994.91113 [1265] validation_0-mae:4303.36768 validation_1-mae:5994.98535 [1266] validation_0-mae:4303.02197 validation_1-mae:5995.03711 [1267] validation_0-mae:4302.09033 validation_1-mae:5994.96728 [1268] validation_0-mae:4301.41895 validation_1-mae:5994.94385 [1269] validation_0-mae:4300.48389 validation_1-mae:5994.98242 [1270] validation_0-mae:4299.52002 validation_1-mae:5995.03320 [1271] validation_0-mae:4298.51904 validation_1-mae:5994.37939 [1272] validation_0-mae:4297.19873 validation_1-mae:5994.23047 [1273] validation_0-mae:4296.63184 validation_1-mae:5994.26660 [1274] validation_0-mae:4296.03662 validation_1-mae:5994.17773 [1275] validation_0-mae:4295.62207 validation_1-mae:5994.24902 [1276] validation_0-mae:4294.91846 validation_1-mae:5994.30615 [1277] validation_0-mae:4294.38867 validation_1-mae:5994.20898 [1278] validation_0-mae:4294.23926 validation_1-mae:5994.29053 [1279] validation_0-mae:4293.36572 validation_1-mae:5994.37842 [1280] validation_0-mae:4292.66650 validation_1-mae:5994.40723 [1281] validation_0-mae:4291.88086 validation_1-mae:5994.35742 [1282] validation_0-mae:4291.27393 validation_1-mae:5994.44775 [1283] validation_0-mae:4290.05859 validation_1-mae:5994.21777 [1284] validation_0-mae:4288.75635 validation_1-mae:5993.85107 [1285] validation_0-mae:4287.65186 validation_1-mae:5993.74170 [1286] validation_0-mae:4287.09570 validation_1-mae:5993.83057 [1287] validation_0-mae:4286.05469 validation_1-mae:5993.62256 [1288] validation_0-mae:4285.53272 validation_1-mae:5993.83496 [1289] validation_0-mae:4284.63232 validation_1-mae:5994.21582 [1290] validation_0-mae:4284.13037 validation_1-mae:5994.22412 [1291] validation_0-mae:4283.44580 validation_1-mae:5994.34375 [1292] validation_0-mae:4282.30420 validation_1-mae:5994.20557 [1293] validation_0-mae:4282.25537 validation_1-mae:5994.24951 [1294] validation_0-mae:4280.66357 validation_1-mae:5994.01660 [1295] validation_0-mae:4279.34033 validation_1-mae:5994.32568 [1296] validation_0-mae:4277.73145 validation_1-mae:5994.18799 [1297] validation_0-mae:4276.30078 validation_1-mae:5994.37451 [1298] validation_0-mae:4273.94971 validation_1-mae:5993.97022 [1299] validation_0-mae:4272.89453 validation_1-mae:5993.90625 [1300] validation_0-mae:4272.12598 validation_1-mae:5993.72998 [1301] validation_0-mae:4270.48877 validation_1-mae:5993.03857 [1302] validation_0-mae:4270.13623 validation_1-mae:5993.04150 [1303] validation_0-mae:4269.27637 validation_1-mae:5992.87988 [1304] validation_0-mae:4267.99951 validation_1-mae:5992.02783 [1305] validation_0-mae:4267.24756 validation_1-mae:5991.83154 [1306] validation_0-mae:4266.41650 validation_1-mae:5992.24268 [1307] validation_0-mae:4265.49365 validation_1-mae:5992.50879 [1308] validation_0-mae:4264.73340 validation_1-mae:5993.07471 [1309] validation_0-mae:4264.18115 validation_1-mae:5993.11475 [1310] validation_0-mae:4262.63867 validation_1-mae:5993.16260 [1311] validation_0-mae:4261.75879 validation_1-mae:5993.04443 [1312] validation_0-mae:4260.35938 validation_1-mae:5993.27686 [1313] validation_0-mae:4260.21875 validation_1-mae:5993.22949 [1314] validation_0-mae:4259.41211 validation_1-mae:5993.21240 [1315] validation_0-mae:4258.05273 validation_1-mae:5993.50488 [1316] validation_0-mae:4256.31592 validation_1-mae:5993.42188 [1317] validation_0-mae:4255.59863 validation_1-mae:5993.16992 [1318] validation_0-mae:4255.38037 validation_1-mae:5993.15478 [1319] validation_0-mae:4255.25635 validation_1-mae:5993.29736 [1320] validation_0-mae:4255.07031 validation_1-mae:5993.35791 [1321] validation_0-mae:4254.27051 validation_1-mae:5993.43603 [1322] validation_0-mae:4253.68994 validation_1-mae:5993.38232 [1323] validation_0-mae:4252.49316 validation_1-mae:5992.97705 [1324] validation_0-mae:4251.93897 validation_1-mae:5993.19873 [1325] validation_0-mae:4251.26611 validation_1-mae:5993.19238 [1326] validation_0-mae:4249.34033 validation_1-mae:5992.69043 [1327] validation_0-mae:4248.64990 validation_1-mae:5992.84766 [1328] validation_0-mae:4247.53955 validation_1-mae:5992.61426 [1329] validation_0-mae:4245.86621 validation_1-mae:5992.66846 [1330] validation_0-mae:4244.21582 validation_1-mae:5992.02832 [1331] validation_0-mae:4242.24414 validation_1-mae:5991.24756 [1332] validation_0-mae:4240.35156 validation_1-mae:5990.55518 [1333] validation_0-mae:4239.78809 validation_1-mae:5990.56397 [1334] validation_0-mae:4238.91992 validation_1-mae:5990.29150 [1335] validation_0-mae:4238.24072 validation_1-mae:5990.07617 [1336] validation_0-mae:4236.03467 validation_1-mae:5989.56397 [1337] validation_0-mae:4235.11084 validation_1-mae:5989.50635 [1338] validation_0-mae:4234.29053 validation_1-mae:5989.64697 [1339] validation_0-mae:4233.16797 validation_1-mae:5989.69287 [1340] validation_0-mae:4231.66602 validation_1-mae:5989.42188 [1341] validation_0-mae:4230.75439 validation_1-mae:5988.94287 [1342] validation_0-mae:4229.98438 validation_1-mae:5988.72168 [1343] validation_0-mae:4229.19385 validation_1-mae:5988.43750 [1344] validation_0-mae:4228.25195 validation_1-mae:5988.13721 [1345] validation_0-mae:4227.69922 validation_1-mae:5988.39893 [1346] validation_0-mae:4227.17139 validation_1-mae:5988.31982 [1347] validation_0-mae:4226.65918 validation_1-mae:5988.64697 [1348] validation_0-mae:4225.66162 validation_1-mae:5989.22998 [1349] validation_0-mae:4224.95557 validation_1-mae:5988.95752 [1350] validation_0-mae:4224.24805 validation_1-mae:5988.82520 [1351] validation_0-mae:4223.04785 validation_1-mae:5988.58301 [1352] validation_0-mae:4222.72070 validation_1-mae:5988.36328 [1353] validation_0-mae:4221.49512 validation_1-mae:5987.68555 [1354] validation_0-mae:4220.56494 validation_1-mae:5987.27637 [1355] validation_0-mae:4219.92188 validation_1-mae:5987.69189 [1356] validation_0-mae:4219.07471 validation_1-mae:5987.74951 [1357] validation_0-mae:4218.17529 validation_1-mae:5987.56006 [1358] validation_0-mae:4217.57178 validation_1-mae:5987.61230 [1359] validation_0-mae:4216.77783 validation_1-mae:5987.38086 [1360] validation_0-mae:4216.08105 validation_1-mae:5987.32129 [1361] validation_0-mae:4215.58350 validation_1-mae:5987.26172 [1362] validation_0-mae:4214.89014 validation_1-mae:5987.12353 [1363] validation_0-mae:4213.92725 validation_1-mae:5986.87842 [1364] validation_0-mae:4213.05127 validation_1-mae:5986.85547 [1365] validation_0-mae:4212.16309 validation_1-mae:5986.65381 [1366] validation_0-mae:4211.20361 validation_1-mae:5986.05811 [1367] validation_0-mae:4210.33154 validation_1-mae:5986.08496 [1368] validation_0-mae:4208.57227 validation_1-mae:5986.20801 [1369] validation_0-mae:4207.33740 validation_1-mae:5986.39990 [1370] validation_0-mae:4206.75684 validation_1-mae:5986.55225 [1371] validation_0-mae:4206.47119 validation_1-mae:5986.49121 [1372] validation_0-mae:4205.62158 validation_1-mae:5986.81250 [1373] validation_0-mae:4205.22803 validation_1-mae:5986.98340 [1374] validation_0-mae:4204.35449 validation_1-mae:5986.96289 [1375] validation_0-mae:4203.90772 validation_1-mae:5986.94287 [1376] validation_0-mae:4203.22070 validation_1-mae:5987.13525 [1377] validation_0-mae:4202.55029 validation_1-mae:5987.14014 [1378] validation_0-mae:4201.17676 validation_1-mae:5987.06689 [1379] validation_0-mae:4199.08545 validation_1-mae:5986.03320 [1380] validation_0-mae:4197.59863 validation_1-mae:5985.79834 [1381] validation_0-mae:4196.15381 validation_1-mae:5986.61963 [1382] validation_0-mae:4195.71631 validation_1-mae:5986.51953 [1383] validation_0-mae:4194.06592 validation_1-mae:5986.25488 [1384] validation_0-mae:4193.73730 validation_1-mae:5985.96826 [1385] validation_0-mae:4193.26855 validation_1-mae:5986.14307 [1386] validation_0-mae:4193.19971 validation_1-mae:5986.18018 [1387] validation_0-mae:4192.78516 validation_1-mae:5986.02148 [1388] validation_0-mae:4192.50049 validation_1-mae:5985.78125 [1389] validation_0-mae:4191.34228 validation_1-mae:5985.43848 [1390] validation_0-mae:4189.66846 validation_1-mae:5985.86523 [1391] validation_0-mae:4187.98877 validation_1-mae:5985.03711 [1392] validation_0-mae:4187.27686 validation_1-mae:5985.28906 [1393] validation_0-mae:4186.99512 validation_1-mae:5985.25928 [1394] validation_0-mae:4186.35352 validation_1-mae:5985.34522 [1395] validation_0-mae:4185.84375 validation_1-mae:5985.32959 [1396] validation_0-mae:4185.12207 validation_1-mae:5985.35059 [1397] validation_0-mae:4184.88232 validation_1-mae:5985.53955 [1398] validation_0-mae:4184.04785 validation_1-mae:5985.27930 [1399] validation_0-mae:4183.77881 validation_1-mae:5985.04395 [1400] validation_0-mae:4182.65478 validation_1-mae:5984.85107 [1401] validation_0-mae:4181.64355 validation_1-mae:5984.69092 [1402] validation_0-mae:4181.34326 validation_1-mae:5984.83936 [1403] validation_0-mae:4180.54102 validation_1-mae:5985.19141 [1404] validation_0-mae:4180.15723 validation_1-mae:5985.07959 [1405] validation_0-mae:4178.68115 validation_1-mae:5985.44727 [1406] validation_0-mae:4176.99853 validation_1-mae:5985.71484 [1407] validation_0-mae:4175.78711 validation_1-mae:5985.68945 [1408] validation_0-mae:4175.24951 validation_1-mae:5985.88330 [1409] validation_0-mae:4174.47314 validation_1-mae:5985.96631 [1410] validation_0-mae:4173.50244 validation_1-mae:5986.21338 [1411] validation_0-mae:4172.21143 validation_1-mae:5985.72363 [1412] validation_0-mae:4170.93164 validation_1-mae:5985.25879 [1413] validation_0-mae:4170.02002 validation_1-mae:5985.42773 [1414] validation_0-mae:4169.69482 validation_1-mae:5985.67480 [1415] validation_0-mae:4169.07422 validation_1-mae:5985.30176 [1416] validation_0-mae:4168.53369 validation_1-mae:5985.71045 [1417] validation_0-mae:4167.89307 validation_1-mae:5985.52295 [1418] validation_0-mae:4166.98682 validation_1-mae:5985.69678 [1419] validation_0-mae:4165.14258 validation_1-mae:5984.75830 [1420] validation_0-mae:4164.56982 validation_1-mae:5984.99561 [1421] validation_0-mae:4163.91260 validation_1-mae:5985.08154 [1422] validation_0-mae:4163.26904 validation_1-mae:5985.62158 [1423] validation_0-mae:4162.23779 validation_1-mae:5984.66797 [1424] validation_0-mae:4160.28711 validation_1-mae:5984.11328 [1425] validation_0-mae:4159.71777 validation_1-mae:5984.29688 [1426] validation_0-mae:4158.86768 validation_1-mae:5984.11230 [1427] validation_0-mae:4158.07080 validation_1-mae:5983.97949 [1428] validation_0-mae:4157.30273 validation_1-mae:5984.35693 [1429] validation_0-mae:4155.88525 validation_1-mae:5984.31885 [1430] validation_0-mae:4155.13721 validation_1-mae:5984.43018 [1431] validation_0-mae:4153.81885 validation_1-mae:5984.44336 [1432] validation_0-mae:4152.48730 validation_1-mae:5984.58496 [1433] validation_0-mae:4151.83105 validation_1-mae:5984.58398 [1434] validation_0-mae:4150.82275 validation_1-mae:5984.74170 [1435] validation_0-mae:4150.00830 validation_1-mae:5984.94971 [1436] validation_0-mae:4148.73047 validation_1-mae:5984.78320 [1437] validation_0-mae:4148.09814 validation_1-mae:5984.79004 [1438] validation_0-mae:4147.35986 validation_1-mae:5984.94287 [1439] validation_0-mae:4146.94873 validation_1-mae:5984.74561 [1440] validation_0-mae:4146.14160 validation_1-mae:5984.40332 [1441] validation_0-mae:4145.85596 validation_1-mae:5984.46680 [1442] validation_0-mae:4145.36230 validation_1-mae:5984.51416 [1443] validation_0-mae:4144.98193 validation_1-mae:5984.55762 [1444] validation_0-mae:4144.25928 validation_1-mae:5984.48975 [1445] validation_0-mae:4143.84912 validation_1-mae:5984.21289 [1446] validation_0-mae:4143.28076 validation_1-mae:5984.22754 [1447] validation_0-mae:4142.37842 validation_1-mae:5984.31934 [1448] validation_0-mae:4141.71094 validation_1-mae:5984.21094 [1449] validation_0-mae:4140.99756 validation_1-mae:5984.02246 [1450] validation_0-mae:4140.37353 validation_1-mae:5984.44727 [1451] validation_0-mae:4138.84375 validation_1-mae:5984.03272 [1452] validation_0-mae:4137.76709 validation_1-mae:5984.37305 [1453] validation_0-mae:4135.97754 validation_1-mae:5983.74463 [1454] validation_0-mae:4134.82861 validation_1-mae:5983.71777 [1455] validation_0-mae:4133.49805 validation_1-mae:5983.98828 [1456] validation_0-mae:4132.48389 validation_1-mae:5983.98193 [1457] validation_0-mae:4131.75244 validation_1-mae:5983.77490 [1458] validation_0-mae:4130.74316 validation_1-mae:5983.91650 [1459] validation_0-mae:4129.99414 validation_1-mae:5984.30225 [1460] validation_0-mae:4129.46875 validation_1-mae:5984.50391 [1461] validation_0-mae:4128.65869 validation_1-mae:5984.42139 [1462] validation_0-mae:4127.15332 validation_1-mae:5984.34131 [1463] validation_0-mae:4126.14111 validation_1-mae:5984.41797 [1464] validation_0-mae:4125.77197 validation_1-mae:5984.67920 [1465] validation_0-mae:4125.34326 validation_1-mae:5984.92920 [1466] validation_0-mae:4124.74756 validation_1-mae:5985.07764 [1467] validation_0-mae:4123.60156 validation_1-mae:5985.00098 [1468] validation_0-mae:4121.90332 validation_1-mae:5984.52490 [1469] validation_0-mae:4121.06397 validation_1-mae:5984.76221 [1470] validation_0-mae:4120.49268 validation_1-mae:5984.99463 [1471] validation_0-mae:4119.39062 validation_1-mae:5984.99902 [1472] validation_0-mae:4117.79834 validation_1-mae:5984.49414 [1473] validation_0-mae:4117.16602 validation_1-mae:5984.34277 [1474] validation_0-mae:4115.87744 validation_1-mae:5985.14062 [1475] validation_0-mae:4114.77344 validation_1-mae:5985.55664 [1476] validation_0-mae:4113.59228 validation_1-mae:5985.85645 [1477] validation_0-mae:4112.67041 validation_1-mae:5986.37012 [1478] validation_0-mae:4111.75195 validation_1-mae:5986.63672 [1479] validation_0-mae:4111.33545 validation_1-mae:5986.46191 [1480] validation_0-mae:4110.46631 validation_1-mae:5986.91553 [1481] validation_0-mae:4109.76172 validation_1-mae:5987.05420 [1482] validation_0-mae:4108.52734 validation_1-mae:5987.03320 [1483] validation_0-mae:4108.07471 validation_1-mae:5987.06885 [1484] validation_0-mae:4107.57031 validation_1-mae:5987.27588 [1485] validation_0-mae:4106.90088 validation_1-mae:5987.33350 [1486] validation_0-mae:4106.06250 validation_1-mae:5987.35449 [1487] validation_0-mae:4105.77490 validation_1-mae:5987.35889 [1488] validation_0-mae:4104.62061 validation_1-mae:5986.58105 [1489] validation_0-mae:4103.13818 validation_1-mae:5986.92383 [1490] validation_0-mae:4101.84424 validation_1-mae:5987.50781 [1491] validation_0-mae:4100.84033 validation_1-mae:5987.33984 [1492] validation_0-mae:4100.30811 validation_1-mae:5987.27441 [1493] validation_0-mae:4099.51172 validation_1-mae:5987.43213 [1494] validation_0-mae:4098.50977 validation_1-mae:5987.58496 [1495] validation_0-mae:4097.56836 validation_1-mae:5987.15332 [1496] validation_0-mae:4096.52637 validation_1-mae:5987.37793 [1497] validation_0-mae:4096.04785 validation_1-mae:5987.21240 [1498] validation_0-mae:4095.51001 validation_1-mae:5987.26172 [1499] validation_0-mae:4094.10278 validation_1-mae:5986.84326 [1500] validation_0-mae:4093.74585 validation_1-mae:5987.07227 [1501] validation_0-mae:4093.22607 validation_1-mae:5987.50342 [1502] validation_0-mae:4092.89209 validation_1-mae:5987.59424 [1503] validation_0-mae:4092.19873 validation_1-mae:5987.53564 [1504] validation_0-mae:4091.08154 validation_1-mae:5987.39893 [1505] validation_0-mae:4090.73438 validation_1-mae:5987.31397 [1506] validation_0-mae:4089.96289 validation_1-mae:5987.13525 [1507] validation_0-mae:4089.30859 validation_1-mae:5986.80518 [1508] validation_0-mae:4088.79639 validation_1-mae:5986.44922 [1509] validation_0-mae:4087.89770 validation_1-mae:5985.94580 [1510] validation_0-mae:4087.02856 validation_1-mae:5985.31055 [1511] validation_0-mae:4086.41797 validation_1-mae:5985.43213 [1512] validation_0-mae:4085.77588 validation_1-mae:5985.79004 [1513] validation_0-mae:4084.96362 validation_1-mae:5985.85156 [1514] validation_0-mae:4083.97388 validation_1-mae:5985.44873 [1515] validation_0-mae:4083.04761 validation_1-mae:5985.20947 [1516] validation_0-mae:4082.32275 validation_1-mae:5985.06445 [1517] validation_0-mae:4081.05615 validation_1-mae:5985.57031 [1518] validation_0-mae:4080.68237 validation_1-mae:5985.60498 [1519] validation_0-mae:4079.83057 validation_1-mae:5985.46631 [1520] validation_0-mae:4079.15259 validation_1-mae:5985.73096 [1521] validation_0-mae:4078.39600 validation_1-mae:5985.95898 [1522] validation_0-mae:4077.48169 validation_1-mae:5985.51807 [1523] validation_0-mae:4076.84204 validation_1-mae:5985.56201 [1524] validation_0-mae:4075.91724 validation_1-mae:5985.58936 [1525] validation_0-mae:4075.46240 validation_1-mae:5985.55225 [1526] validation_0-mae:4074.13452 validation_1-mae:5985.34570 [1527] validation_0-mae:4073.77344 validation_1-mae:5985.30420 [1528] validation_0-mae:4073.48657 validation_1-mae:5985.30615 [1529] validation_0-mae:4072.89819 validation_1-mae:5985.14648 [1530] validation_0-mae:4071.73853 validation_1-mae:5985.01562 [1531] validation_0-mae:4071.06421 validation_1-mae:5985.07568 [1532] validation_0-mae:4070.54712 validation_1-mae:5985.45508 [1533] validation_0-mae:4070.05957 validation_1-mae:5985.58496 [1534] validation_0-mae:4069.35474 validation_1-mae:5985.84814 [1535] validation_0-mae:4069.13306 validation_1-mae:5985.73291 [1536] validation_0-mae:4068.23486 validation_1-mae:5985.70703 [1537] validation_0-mae:4067.46094 validation_1-mae:5985.50635 [1538] validation_0-mae:4066.73364 validation_1-mae:5985.59766 [1539] validation_0-mae:4065.89648 validation_1-mae:5985.46631 [1540] validation_0-mae:4065.11255 validation_1-mae:5985.09033 [1541] validation_0-mae:4064.33936 validation_1-mae:5984.84522 [1542] validation_0-mae:4063.83276 validation_1-mae:5984.81689 [1543] validation_0-mae:4063.35327 validation_1-mae:5984.90869 [1544] validation_0-mae:4062.96606 validation_1-mae:5984.81934 [1545] validation_0-mae:4062.58252 validation_1-mae:5984.76367 [1546] validation_0-mae:4062.00342 validation_1-mae:5984.90039 [1547] validation_0-mae:4061.35107 validation_1-mae:5985.01465 [1548] validation_0-mae:4060.97803 validation_1-mae:5985.06103 [1549] validation_0-mae:4060.85938 validation_1-mae:5985.09717 [1550] validation_0-mae:4060.74829 validation_1-mae:5985.03027 [1551] validation_0-mae:4060.14648 validation_1-mae:5984.80518 [1552] validation_0-mae:4059.09473 validation_1-mae:5985.25879 [1553] validation_0-mae:4058.41357 validation_1-mae:5985.13477 [1554] validation_0-mae:4058.14258 validation_1-mae:5984.94629 [1555] validation_0-mae:4057.38647 validation_1-mae:5984.97852 [1556] validation_0-mae:4057.18384 validation_1-mae:5985.03662 [1557] validation_0-mae:4056.14770 validation_1-mae:5984.84131 [1558] validation_0-mae:4055.05884 validation_1-mae:5984.50537 [1559] validation_0-mae:4053.96436 validation_1-mae:5984.55615 [1560] validation_0-mae:4052.54907 validation_1-mae:5984.18701 [1561] validation_0-mae:4052.44971 validation_1-mae:5984.18115 [1562] validation_0-mae:4052.09912 validation_1-mae:5984.07910 [1563] validation_0-mae:4051.66748 validation_1-mae:5984.30420 [1564] validation_0-mae:4050.63916 validation_1-mae:5984.43457 [1565] validation_0-mae:4049.67847 validation_1-mae:5984.43457 [1566] validation_0-mae:4049.13892 validation_1-mae:5984.46387 [1567] validation_0-mae:4048.20532 validation_1-mae:5984.26416 [1568] validation_0-mae:4047.88281 validation_1-mae:5984.26758 [1569] validation_0-mae:4047.39502 validation_1-mae:5984.20850 [1570] validation_0-mae:4046.96533 validation_1-mae:5984.26221 [1571] validation_0-mae:4046.26001 validation_1-mae:5984.04150 [1572] validation_0-mae:4045.06152 validation_1-mae:5984.37012 [1573] validation_0-mae:4043.89233 validation_1-mae:5984.59131 [1574] validation_0-mae:4042.89429 validation_1-mae:5984.57715 [1575] validation_0-mae:4041.93628 validation_1-mae:5984.43213 [1576] validation_0-mae:4040.93188 validation_1-mae:5984.51221 [1577] validation_0-mae:4039.65820 validation_1-mae:5984.18359 [1578] validation_0-mae:4038.73999 validation_1-mae:5984.55566 [1579] validation_0-mae:4037.57983 validation_1-mae:5984.49316 [1580] validation_0-mae:4036.66504 validation_1-mae:5985.15674 [1581] validation_0-mae:4035.53369 validation_1-mae:5985.35205 [1582] validation_0-mae:4034.16577 validation_1-mae:5985.24463 [1583] validation_0-mae:4033.25537 validation_1-mae:5985.08936 [1584] validation_0-mae:4031.91284 validation_1-mae:5984.62451 [1585] validation_0-mae:4031.15967 validation_1-mae:5984.35156 [1586] validation_0-mae:4030.33350 validation_1-mae:5984.43897 [1587] validation_0-mae:4029.78833 validation_1-mae:5984.69873 [1588] validation_0-mae:4029.20142 validation_1-mae:5984.43506 [1589] validation_0-mae:4028.16235 validation_1-mae:5983.84668 [1590] validation_0-mae:4027.25732 validation_1-mae:5983.58643 [1591] validation_0-mae:4026.70850 validation_1-mae:5983.92188 [1592] validation_0-mae:4025.58008 validation_1-mae:5984.16162 [1593] validation_0-mae:4024.92773 validation_1-mae:5984.32715 [1594] validation_0-mae:4024.25464 validation_1-mae:5984.17480 [1595] validation_0-mae:4023.94531 validation_1-mae:5984.09814 [1596] validation_0-mae:4023.21289 validation_1-mae:5984.52978 [1597] validation_0-mae:4022.35107 validation_1-mae:5984.37793 [1598] validation_0-mae:4021.82105 validation_1-mae:5984.29297 [1599] validation_0-mae:4021.26221 validation_1-mae:5984.30078 [1600] validation_0-mae:4020.25757 validation_1-mae:5984.25391 [1601] validation_0-mae:4019.27246 validation_1-mae:5984.05420 [1602] validation_0-mae:4018.41943 validation_1-mae:5984.55273 [1603] validation_0-mae:4017.76880 validation_1-mae:5984.70703 [1604] validation_0-mae:4016.88892 validation_1-mae:5984.79102 [1605] validation_0-mae:4016.49829 validation_1-mae:5984.97266 [1606] validation_0-mae:4015.92358 validation_1-mae:5984.68311 [1607] validation_0-mae:4015.32739 validation_1-mae:5984.40234 [1608] validation_0-mae:4014.92603 validation_1-mae:5984.44629 [1609] validation_0-mae:4014.29663 validation_1-mae:5984.50391 [1610] validation_0-mae:4013.82764 validation_1-mae:5984.29883 [1611] validation_0-mae:4012.85962 validation_1-mae:5984.66016 [1612] validation_0-mae:4012.05200 validation_1-mae:5984.65869 [1613] validation_0-mae:4011.65161 validation_1-mae:5984.58887 [1614] validation_0-mae:4011.06812 validation_1-mae:5984.63916 [1615] validation_0-mae:4010.79590 validation_1-mae:5984.64746 [1616] validation_0-mae:4010.10400 validation_1-mae:5984.73193 [1617] validation_0-mae:4009.65015 validation_1-mae:5984.82080 [1618] validation_0-mae:4009.37891 validation_1-mae:5984.75684 [1619] validation_0-mae:4009.13794 validation_1-mae:5984.93945 [1620] validation_0-mae:4008.78125 validation_1-mae:5984.84619 [1621] validation_0-mae:4007.55811 validation_1-mae:5984.46484 [1622] validation_0-mae:4006.78589 validation_1-mae:5984.67871 [1623] validation_0-mae:4005.73975 validation_1-mae:5984.87402 [1624] validation_0-mae:4004.91138 validation_1-mae:5984.94629 [1625] validation_0-mae:4004.47070 validation_1-mae:5985.20898 [1626] validation_0-mae:4003.46533 validation_1-mae:5984.35205 [1627] validation_0-mae:4002.44287 validation_1-mae:5984.42578 [1628] validation_0-mae:4001.17188 validation_1-mae:5984.14844 [1629] validation_0-mae:4000.07080 validation_1-mae:5984.68311 [1630] validation_0-mae:3999.27100 validation_1-mae:5984.46924 [1631] validation_0-mae:3998.52197 validation_1-mae:5984.89111 [1632] validation_0-mae:3997.14478 validation_1-mae:5984.81543 [1633] validation_0-mae:3995.92554 validation_1-mae:5984.66309 [1634] validation_0-mae:3995.08252 validation_1-mae:5984.58887 [1635] validation_0-mae:3994.25342 validation_1-mae:5984.52344 [1636] validation_0-mae:3993.61890 validation_1-mae:5984.56006 [1637] validation_0-mae:3993.04565 validation_1-mae:5984.60498 [1638] validation_0-mae:3991.62256 validation_1-mae:5985.13818 [1639] validation_0-mae:3991.18774 validation_1-mae:5985.05225 [1640] validation_0-mae:3990.32422 validation_1-mae:5985.16260 [1641] validation_0-mae:3989.67456 validation_1-mae:5984.96289 [1642] validation_0-mae:3988.83472 validation_1-mae:5984.52637 [1643] validation_0-mae:3988.35352 validation_1-mae:5984.15918 [1644] validation_0-mae:3987.89429 validation_1-mae:5984.24756 [1645] validation_0-mae:3987.36377 validation_1-mae:5984.27393 [1646] validation_0-mae:3986.71558 validation_1-mae:5984.32422 [1647] validation_0-mae:3985.88818 validation_1-mae:5984.12842 [1648] validation_0-mae:3985.20679 validation_1-mae:5984.18701 [1649] validation_0-mae:3984.43213 validation_1-mae:5984.22314 [1650] validation_0-mae:3984.08276 validation_1-mae:5984.20654 [1651] validation_0-mae:3983.55518 validation_1-mae:5984.10400 [1652] validation_0-mae:3982.71484 validation_1-mae:5983.95752 [1653] validation_0-mae:3982.04199 validation_1-mae:5983.81689 [1654] validation_0-mae:3981.57910 validation_1-mae:5983.91211 [1655] validation_0-mae:3980.81738 validation_1-mae:5983.96826 [1656] validation_0-mae:3980.02270 validation_1-mae:5983.65723 [1657] validation_0-mae:3979.27319 validation_1-mae:5983.69336 [1658] validation_0-mae:3978.60864 validation_1-mae:5983.97510 [1659] validation_0-mae:3977.72241 validation_1-mae:5983.79736 [1660] validation_0-mae:3977.24585 validation_1-mae:5983.93311 [1661] validation_0-mae:3976.40796 validation_1-mae:5984.14355 [1662] validation_0-mae:3975.76660 validation_1-mae:5984.01221 [1663] validation_0-mae:3974.69605 validation_1-mae:5984.64307 [1664] validation_0-mae:3973.65063 validation_1-mae:5985.15186 [1665] validation_0-mae:3972.50317 validation_1-mae:5985.32227 [1666] validation_0-mae:3972.00855 validation_1-mae:5985.59033 [1667] validation_0-mae:3971.49561 validation_1-mae:5985.76611 [1668] validation_0-mae:3970.50732 validation_1-mae:5985.66699 [1669] validation_0-mae:3969.54736 validation_1-mae:5985.96533 [1670] validation_0-mae:3968.50781 validation_1-mae:5985.70117 [1671] validation_0-mae:3967.06372 validation_1-mae:5986.25195 [1672] validation_0-mae:3965.97900 validation_1-mae:5986.96875 [1673] validation_0-mae:3964.52148 validation_1-mae:5986.81787 [1674] validation_0-mae:3963.27759 validation_1-mae:5986.78320 [1675] validation_0-mae:3962.33398 validation_1-mae:5986.31348 [1676] validation_0-mae:3961.49316 validation_1-mae:5986.49853 [1677] validation_0-mae:3960.97949 validation_1-mae:5986.46045 [1678] validation_0-mae:3959.88477 validation_1-mae:5986.51025 [1679] validation_0-mae:3958.89429 validation_1-mae:5986.86523 [1680] validation_0-mae:3958.31226 validation_1-mae:5986.79395 [1681] validation_0-mae:3958.08716 validation_1-mae:5986.96631 [1682] validation_0-mae:3957.48999 validation_1-mae:5987.28906 [1683] validation_0-mae:3957.06787 validation_1-mae:5987.25781 [1684] validation_0-mae:3956.52759 validation_1-mae:5987.11426 [1685] validation_0-mae:3955.34985 validation_1-mae:5987.44385 [1686] validation_0-mae:3954.72168 validation_1-mae:5987.14600 [1687] validation_0-mae:3954.00684 validation_1-mae:5987.20166 [1688] validation_0-mae:3953.75073 validation_1-mae:5987.11963 [1689] validation_0-mae:3953.03394 validation_1-mae:5987.39746 [1690] validation_0-mae:3952.59985 validation_1-mae:5987.29443 [1691] validation_0-mae:3951.90063 validation_1-mae:5987.08203 [1692] validation_0-mae:3950.90625 validation_1-mae:5987.16650 [1693] validation_0-mae:3950.04761 validation_1-mae:5987.00732 [1694] validation_0-mae:3949.31616 validation_1-mae:5987.63916 [1695] validation_0-mae:3947.66846 validation_1-mae:5987.76172 [1696] validation_0-mae:3946.93408 validation_1-mae:5987.59473 [1697] validation_0-mae:3945.92969 validation_1-mae:5987.76514 [1698] validation_0-mae:3945.32910 validation_1-mae:5987.77978 [1699] validation_0-mae:3944.48438 validation_1-mae:5987.79248 Dropping: iii [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65137 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.57666 [21] validation_0-mae:7944.89600 validation_1-mae:7832.65723 [22] validation_0-mae:7846.75684 validation_1-mae:7746.49707 [23] validation_0-mae:7760.49268 validation_1-mae:7677.36865 [24] validation_0-mae:7676.77881 validation_1-mae:7599.02197 [25] validation_0-mae:7604.22461 validation_1-mae:7535.70166 [26] validation_0-mae:7548.77930 validation_1-mae:7488.89014 [27] validation_0-mae:7488.50049 validation_1-mae:7434.85938 [28] validation_0-mae:7439.26465 validation_1-mae:7393.77002 [29] validation_0-mae:7397.07129 validation_1-mae:7359.55420 [30] validation_0-mae:7361.33447 validation_1-mae:7328.94775 [31] validation_0-mae:7320.76904 validation_1-mae:7292.47852 [32] validation_0-mae:7292.35889 validation_1-mae:7275.17725 [33] validation_0-mae:7264.15234 validation_1-mae:7254.13525 [34] validation_0-mae:7233.85840 validation_1-mae:7234.17822 [35] validation_0-mae:7202.38184 validation_1-mae:7209.65283 [36] validation_0-mae:7185.14014 validation_1-mae:7196.23828 [37] validation_0-mae:7167.72656 validation_1-mae:7185.81006 [38] validation_0-mae:7142.28711 validation_1-mae:7164.31103 [39] validation_0-mae:7120.92188 validation_1-mae:7147.12793 [40] validation_0-mae:7103.07910 validation_1-mae:7136.75732 [41] validation_0-mae:7086.91162 validation_1-mae:7124.36279 [42] validation_0-mae:7069.83105 validation_1-mae:7113.61963 [43] validation_0-mae:7049.78418 validation_1-mae:7099.81250 [44] validation_0-mae:7037.37158 validation_1-mae:7089.13379 [45] validation_0-mae:7012.11084 validation_1-mae:7068.69385 [46] validation_0-mae:6988.66650 validation_1-mae:7048.89355 [47] validation_0-mae:6972.78711 validation_1-mae:7040.82520 [48] validation_0-mae:6948.10645 validation_1-mae:7022.36035 [49] validation_0-mae:6934.37207 validation_1-mae:7013.02832 [50] validation_0-mae:6917.89600 validation_1-mae:7005.09180 [51] validation_0-mae:6902.00488 validation_1-mae:6993.44824 [52] validation_0-mae:6887.62744 validation_1-mae:6983.05225 [53] validation_0-mae:6878.99463 validation_1-mae:6976.30811 [54] validation_0-mae:6863.93066 validation_1-mae:6965.79639 [55] validation_0-mae:6843.56445 validation_1-mae:6950.53516 [56] validation_0-mae:6821.06250 validation_1-mae:6930.58008 [57] validation_0-mae:6808.46094 validation_1-mae:6922.63477 [58] validation_0-mae:6790.46045 validation_1-mae:6906.99805 [59] validation_0-mae:6777.37402 validation_1-mae:6897.19775 [60] validation_0-mae:6767.13574 validation_1-mae:6891.11279 [61] validation_0-mae:6751.87598 validation_1-mae:6877.46777 [62] validation_0-mae:6735.14746 validation_1-mae:6863.08447 [63] validation_0-mae:6724.79395 validation_1-mae:6855.18359 [64] validation_0-mae:6714.09570 validation_1-mae:6849.63330 [65] validation_0-mae:6706.03613 validation_1-mae:6844.58984 [66] validation_0-mae:6697.14551 validation_1-mae:6837.04346 [67] validation_0-mae:6683.14258 validation_1-mae:6829.33545 [68] validation_0-mae:6670.15332 validation_1-mae:6818.92432 [69] validation_0-mae:6659.28955 validation_1-mae:6808.92383 [70] validation_0-mae:6647.65967 validation_1-mae:6800.80371 [71] validation_0-mae:6637.25342 validation_1-mae:6793.69336 [72] validation_0-mae:6626.35938 validation_1-mae:6788.01709 [73] validation_0-mae:6616.71973 validation_1-mae:6781.14209 [74] validation_0-mae:6609.54932 validation_1-mae:6774.16553 [75] validation_0-mae:6605.69238 validation_1-mae:6771.73291 [76] validation_0-mae:6588.45068 validation_1-mae:6757.75586 [77] validation_0-mae:6580.80225 validation_1-mae:6753.09424 [78] validation_0-mae:6567.50684 validation_1-mae:6740.58984 [79] validation_0-mae:6558.72119 validation_1-mae:6733.07666 [80] validation_0-mae:6548.38672 validation_1-mae:6724.33301 [81] validation_0-mae:6542.08008 validation_1-mae:6719.72803 [82] validation_0-mae:6533.30469 validation_1-mae:6716.68555 [83] validation_0-mae:6526.81738 validation_1-mae:6713.60596 [84] validation_0-mae:6519.72266 validation_1-mae:6709.29590 [85] validation_0-mae:6512.43799 validation_1-mae:6705.98779 [86] validation_0-mae:6506.38818 validation_1-mae:6701.36523 [87] validation_0-mae:6499.51611 validation_1-mae:6698.51465 [88] validation_0-mae:6492.00684 validation_1-mae:6692.80615 [89] validation_0-mae:6482.48291 validation_1-mae:6687.15869 [90] validation_0-mae:6475.97266 validation_1-mae:6682.17334 [91] validation_0-mae:6465.23145 validation_1-mae:6673.25244 [92] validation_0-mae:6459.37207 validation_1-mae:6668.23779 [93] validation_0-mae:6454.79541 validation_1-mae:6663.99414 [94] validation_0-mae:6447.70215 validation_1-mae:6659.16553 [95] validation_0-mae:6442.20947 validation_1-mae:6654.89941 [96] validation_0-mae:6433.46728 validation_1-mae:6647.09375 [97] validation_0-mae:6428.16797 validation_1-mae:6644.42969 [98] validation_0-mae:6415.32520 validation_1-mae:6632.84766 [99] validation_0-mae:6409.65967 validation_1-mae:6629.26172 [100] validation_0-mae:6402.17334 validation_1-mae:6623.10596 [101] validation_0-mae:6399.35498 validation_1-mae:6620.90186 [102] validation_0-mae:6395.47022 validation_1-mae:6620.08057 [103] validation_0-mae:6388.59082 validation_1-mae:6617.85254 [104] validation_0-mae:6382.78125 validation_1-mae:6615.72119 [105] validation_0-mae:6377.95801 validation_1-mae:6612.97266 [106] validation_0-mae:6375.23926 validation_1-mae:6611.10889 [107] validation_0-mae:6367.91455 validation_1-mae:6606.08008 [108] validation_0-mae:6362.46973 validation_1-mae:6601.40967 [109] validation_0-mae:6357.52344 validation_1-mae:6597.48193 [110] validation_0-mae:6348.91748 validation_1-mae:6593.65381 [111] validation_0-mae:6343.11475 validation_1-mae:6588.58105 [112] validation_0-mae:6339.02686 validation_1-mae:6587.18457 [113] validation_0-mae:6333.24707 validation_1-mae:6582.62158 [114] validation_0-mae:6327.52686 validation_1-mae:6579.01465 [115] validation_0-mae:6322.87500 validation_1-mae:6574.94287 [116] validation_0-mae:6315.84375 validation_1-mae:6568.72363 [117] validation_0-mae:6314.15283 validation_1-mae:6568.33691 [118] validation_0-mae:6307.32910 validation_1-mae:6563.24121 [119] validation_0-mae:6301.71875 validation_1-mae:6559.60205 [120] validation_0-mae:6298.10303 validation_1-mae:6556.40234 [121] validation_0-mae:6293.76367 validation_1-mae:6554.95703 [122] validation_0-mae:6285.89746 validation_1-mae:6549.13184 [123] validation_0-mae:6279.06836 validation_1-mae:6546.59375 [124] validation_0-mae:6273.79248 validation_1-mae:6542.74219 [125] validation_0-mae:6267.62647 validation_1-mae:6538.62695 [126] validation_0-mae:6261.92822 validation_1-mae:6535.67334 [127] validation_0-mae:6260.07373 validation_1-mae:6533.73291 [128] validation_0-mae:6255.03418 validation_1-mae:6530.36182 [129] validation_0-mae:6250.92725 validation_1-mae:6528.83105 [130] validation_0-mae:6247.27930 validation_1-mae:6525.99170 [131] validation_0-mae:6243.40869 validation_1-mae:6523.60254 [132] validation_0-mae:6240.24121 validation_1-mae:6521.43603 [133] validation_0-mae:6233.51025 validation_1-mae:6517.66406 [134] validation_0-mae:6226.83643 validation_1-mae:6514.65820 [135] validation_0-mae:6224.29736 validation_1-mae:6513.18457 [136] validation_0-mae:6218.72852 validation_1-mae:6510.71143 [137] validation_0-mae:6213.41699 validation_1-mae:6507.44385 [138] validation_0-mae:6209.91553 validation_1-mae:6504.13672 [139] validation_0-mae:6203.91846 validation_1-mae:6501.18701 [140] validation_0-mae:6201.06689 validation_1-mae:6500.21094 [141] validation_0-mae:6197.93750 validation_1-mae:6498.32764 [142] validation_0-mae:6193.33398 validation_1-mae:6497.25928 [143] validation_0-mae:6186.79492 validation_1-mae:6491.78809 [144] validation_0-mae:6181.77978 validation_1-mae:6488.63330 [145] validation_0-mae:6177.38721 validation_1-mae:6486.43799 [146] validation_0-mae:6173.85400 validation_1-mae:6484.79492 [147] validation_0-mae:6170.36865 validation_1-mae:6482.75635 [148] validation_0-mae:6168.59326 validation_1-mae:6481.26221 [149] validation_0-mae:6166.56738 validation_1-mae:6480.11182 [150] validation_0-mae:6161.04883 validation_1-mae:6477.50684 [151] validation_0-mae:6156.15186 validation_1-mae:6475.61084 [152] validation_0-mae:6150.61279 validation_1-mae:6472.72949 [153] validation_0-mae:6145.92285 validation_1-mae:6470.41309 [154] validation_0-mae:6142.61963 validation_1-mae:6469.53418 [155] validation_0-mae:6138.77100 validation_1-mae:6467.57910 [156] validation_0-mae:6136.14502 validation_1-mae:6465.63965 [157] validation_0-mae:6131.00879 validation_1-mae:6461.67822 [158] validation_0-mae:6127.18311 validation_1-mae:6459.60498 [159] validation_0-mae:6123.24707 validation_1-mae:6456.48145 [160] validation_0-mae:6119.18018 validation_1-mae:6454.30859 [161] validation_0-mae:6110.21289 validation_1-mae:6448.42578 [162] validation_0-mae:6107.77539 validation_1-mae:6447.22119 [163] validation_0-mae:6105.27197 validation_1-mae:6446.35791 [164] validation_0-mae:6100.77783 validation_1-mae:6443.33350 [165] validation_0-mae:6096.14551 validation_1-mae:6441.54248 [166] validation_0-mae:6091.38672 validation_1-mae:6439.67383 [167] validation_0-mae:6087.79346 validation_1-mae:6439.28711 [168] validation_0-mae:6084.32422 validation_1-mae:6437.96143 [169] validation_0-mae:6080.31103 validation_1-mae:6434.67334 [170] validation_0-mae:6077.50977 validation_1-mae:6433.74902 [171] validation_0-mae:6074.10889 validation_1-mae:6431.48486 [172] validation_0-mae:6069.85645 validation_1-mae:6429.06738 [173] validation_0-mae:6065.73779 validation_1-mae:6427.78272 [174] validation_0-mae:6063.03809 validation_1-mae:6426.92578 [175] validation_0-mae:6061.16113 validation_1-mae:6426.45850 [176] validation_0-mae:6057.70947 validation_1-mae:6424.76904 [177] validation_0-mae:6055.24072 validation_1-mae:6424.08838 [178] validation_0-mae:6051.55518 validation_1-mae:6421.52148 [179] validation_0-mae:6047.47852 validation_1-mae:6419.60840 [180] validation_0-mae:6043.34082 validation_1-mae:6417.66846 [181] validation_0-mae:6040.00049 validation_1-mae:6415.64307 [182] validation_0-mae:6034.45459 validation_1-mae:6412.06103 [183] validation_0-mae:6031.74658 validation_1-mae:6409.93848 [184] validation_0-mae:6029.72998 validation_1-mae:6408.98633 [185] validation_0-mae:6026.79004 validation_1-mae:6408.40478 [186] validation_0-mae:6024.20361 validation_1-mae:6407.21680 [187] validation_0-mae:6022.26611 validation_1-mae:6405.93701 [188] validation_0-mae:6019.68603 validation_1-mae:6405.25586 [189] validation_0-mae:6017.98828 validation_1-mae:6403.74072 [190] validation_0-mae:6012.70947 validation_1-mae:6402.26025 [191] validation_0-mae:6010.43652 validation_1-mae:6401.33154 [192] validation_0-mae:6006.39014 validation_1-mae:6399.72314 [193] validation_0-mae:6001.15088 validation_1-mae:6395.30029 [194] validation_0-mae:5996.74170 validation_1-mae:6394.79102 [195] validation_0-mae:5994.10645 validation_1-mae:6394.50928 [196] validation_0-mae:5989.62207 validation_1-mae:6392.94336 [197] validation_0-mae:5987.43018 validation_1-mae:6391.92236 [198] validation_0-mae:5984.01514 validation_1-mae:6390.75000 [199] validation_0-mae:5981.85889 validation_1-mae:6388.81543 [200] validation_0-mae:5975.79053 validation_1-mae:6384.36279 [201] validation_0-mae:5967.92041 validation_1-mae:6378.96289 [202] validation_0-mae:5966.72217 validation_1-mae:6378.65723 [203] validation_0-mae:5963.04590 validation_1-mae:6377.28857 [204] validation_0-mae:5957.63086 validation_1-mae:6373.37451 [205] validation_0-mae:5955.86035 validation_1-mae:6372.73682 [206] validation_0-mae:5948.36572 validation_1-mae:6367.26758 [207] validation_0-mae:5946.39697 validation_1-mae:6367.11328 [208] validation_0-mae:5942.97998 validation_1-mae:6366.64990 [209] validation_0-mae:5938.88037 validation_1-mae:6364.63525 [210] validation_0-mae:5936.01904 validation_1-mae:6363.12549 [211] validation_0-mae:5932.51025 validation_1-mae:6362.13721 [212] validation_0-mae:5925.16406 validation_1-mae:6358.51025 [213] validation_0-mae:5923.61035 validation_1-mae:6358.49512 [214] validation_0-mae:5921.85742 validation_1-mae:6357.90869 [215] validation_0-mae:5918.89209 validation_1-mae:6355.67773 [216] validation_0-mae:5918.11328 validation_1-mae:6355.56055 [217] validation_0-mae:5915.22803 validation_1-mae:6353.90332 [218] validation_0-mae:5914.40478 validation_1-mae:6353.62549 [219] validation_0-mae:5910.69385 validation_1-mae:6353.10742 [220] validation_0-mae:5907.34570 validation_1-mae:6352.01367 [221] validation_0-mae:5902.89893 validation_1-mae:6349.67725 [222] validation_0-mae:5897.32178 validation_1-mae:6346.12891 [223] validation_0-mae:5894.02637 validation_1-mae:6345.25977 [224] validation_0-mae:5891.05225 validation_1-mae:6344.09570 [225] validation_0-mae:5889.45410 validation_1-mae:6344.03711 [226] validation_0-mae:5884.79443 validation_1-mae:6341.88184 [227] validation_0-mae:5881.28272 validation_1-mae:6339.67969 [228] validation_0-mae:5876.76660 validation_1-mae:6336.42090 [229] validation_0-mae:5874.65088 validation_1-mae:6335.35303 [230] validation_0-mae:5872.15039 validation_1-mae:6334.02441 [231] validation_0-mae:5868.59473 validation_1-mae:6331.99853 [232] validation_0-mae:5867.12256 validation_1-mae:6331.32422 [233] validation_0-mae:5863.13330 validation_1-mae:6329.22070 [234] validation_0-mae:5860.31299 validation_1-mae:6327.81201 [235] validation_0-mae:5859.67773 validation_1-mae:6327.57666 [236] validation_0-mae:5857.27637 validation_1-mae:6327.54492 [237] validation_0-mae:5851.75879 validation_1-mae:6326.43994 [238] validation_0-mae:5849.06885 validation_1-mae:6325.29443 [239] validation_0-mae:5845.52148 validation_1-mae:6323.83594 [240] validation_0-mae:5842.60889 validation_1-mae:6322.96533 [241] validation_0-mae:5840.95605 validation_1-mae:6322.40820 [242] validation_0-mae:5838.85645 validation_1-mae:6321.46973 [243] validation_0-mae:5833.73975 validation_1-mae:6318.95654 [244] validation_0-mae:5830.64160 validation_1-mae:6316.93359 [245] validation_0-mae:5828.14062 validation_1-mae:6316.18262 [246] validation_0-mae:5826.06543 validation_1-mae:6315.19531 [247] validation_0-mae:5823.83887 validation_1-mae:6313.30566 [248] validation_0-mae:5819.66992 validation_1-mae:6313.21973 [249] validation_0-mae:5818.82520 validation_1-mae:6313.08594 [250] validation_0-mae:5813.82471 validation_1-mae:6309.96973 [251] validation_0-mae:5812.63086 validation_1-mae:6309.26221 [252] validation_0-mae:5809.80029 validation_1-mae:6307.31397 [253] validation_0-mae:5807.66504 validation_1-mae:6306.37500 [254] validation_0-mae:5803.38965 validation_1-mae:6305.22070 [255] validation_0-mae:5800.60693 validation_1-mae:6304.10205 [256] validation_0-mae:5796.38184 validation_1-mae:6301.73779 [257] validation_0-mae:5787.61475 validation_1-mae:6298.28516 [258] validation_0-mae:5785.48291 validation_1-mae:6297.76758 [259] validation_0-mae:5784.40039 validation_1-mae:6297.66309 [260] validation_0-mae:5782.25244 validation_1-mae:6296.92969 [261] validation_0-mae:5778.78125 validation_1-mae:6294.88623 [262] validation_0-mae:5776.14746 validation_1-mae:6292.86768 [263] validation_0-mae:5773.71191 validation_1-mae:6291.64160 [264] validation_0-mae:5767.14795 validation_1-mae:6288.22510 [265] validation_0-mae:5764.23047 validation_1-mae:6287.06689 [266] validation_0-mae:5763.34424 validation_1-mae:6286.53027 [267] validation_0-mae:5759.47998 validation_1-mae:6285.58057 [268] validation_0-mae:5757.34619 validation_1-mae:6285.19141 [269] validation_0-mae:5755.81836 validation_1-mae:6285.12842 [270] validation_0-mae:5754.76709 validation_1-mae:6284.78564 [271] validation_0-mae:5751.53857 validation_1-mae:6283.46582 [272] validation_0-mae:5750.93555 validation_1-mae:6283.50830 [273] validation_0-mae:5747.71484 validation_1-mae:6281.85986 [274] validation_0-mae:5744.29688 validation_1-mae:6280.37939 [275] validation_0-mae:5742.73242 validation_1-mae:6279.82031 [276] validation_0-mae:5739.46680 validation_1-mae:6277.82568 [277] validation_0-mae:5737.12256 validation_1-mae:6276.82812 [278] validation_0-mae:5735.38330 validation_1-mae:6275.95312 [279] validation_0-mae:5734.26758 validation_1-mae:6275.37500 [280] validation_0-mae:5731.66992 validation_1-mae:6275.41650 [281] validation_0-mae:5730.48877 validation_1-mae:6275.14160 [282] validation_0-mae:5726.87353 validation_1-mae:6274.08154 [283] validation_0-mae:5721.45996 validation_1-mae:6271.02588 [284] validation_0-mae:5717.80811 validation_1-mae:6269.13037 [285] validation_0-mae:5715.57275 validation_1-mae:6268.89355 [286] validation_0-mae:5712.54199 validation_1-mae:6268.66895 [287] validation_0-mae:5711.38330 validation_1-mae:6267.83643 [288] validation_0-mae:5709.56836 validation_1-mae:6266.56397 [289] validation_0-mae:5707.76758 validation_1-mae:6266.78955 [290] validation_0-mae:5704.73682 validation_1-mae:6266.41162 [291] validation_0-mae:5700.72022 validation_1-mae:6264.92285 [292] validation_0-mae:5697.72705 validation_1-mae:6263.86279 [293] validation_0-mae:5695.04883 validation_1-mae:6262.84668 [294] validation_0-mae:5690.61865 validation_1-mae:6259.75781 [295] validation_0-mae:5688.64746 validation_1-mae:6259.13525 [296] validation_0-mae:5687.39453 validation_1-mae:6258.34814 [297] validation_0-mae:5685.09326 validation_1-mae:6257.86328 [298] validation_0-mae:5683.25781 validation_1-mae:6258.15967 [299] validation_0-mae:5681.81836 validation_1-mae:6257.54639 [300] validation_0-mae:5680.35303 validation_1-mae:6257.46728 [301] validation_0-mae:5678.53516 validation_1-mae:6257.07764 [302] validation_0-mae:5677.28223 validation_1-mae:6256.23340 [303] validation_0-mae:5673.09668 validation_1-mae:6252.17285 [304] validation_0-mae:5669.71826 validation_1-mae:6251.08057 [305] validation_0-mae:5666.78809 validation_1-mae:6250.47754 [306] validation_0-mae:5665.76660 validation_1-mae:6250.26123 [307] validation_0-mae:5664.15772 validation_1-mae:6249.70166 [308] validation_0-mae:5663.11670 validation_1-mae:6249.02686 [309] validation_0-mae:5661.29199 validation_1-mae:6247.77344 [310] validation_0-mae:5659.46484 validation_1-mae:6247.28272 [311] validation_0-mae:5655.80859 validation_1-mae:6245.97949 [312] validation_0-mae:5654.67773 validation_1-mae:6246.34180 [313] validation_0-mae:5651.68603 validation_1-mae:6244.30127 [314] validation_0-mae:5650.24707 validation_1-mae:6243.53809 [315] validation_0-mae:5648.85010 validation_1-mae:6243.15674 [316] validation_0-mae:5646.84473 validation_1-mae:6242.64404 [317] validation_0-mae:5645.47070 validation_1-mae:6242.52978 [318] validation_0-mae:5643.58105 validation_1-mae:6242.55176 [319] validation_0-mae:5641.19629 validation_1-mae:6241.37109 [320] validation_0-mae:5638.09619 validation_1-mae:6239.61035 [321] validation_0-mae:5636.59766 validation_1-mae:6240.08984 [322] validation_0-mae:5635.45654 validation_1-mae:6239.34863 [323] validation_0-mae:5634.39404 validation_1-mae:6238.82520 [324] validation_0-mae:5634.01270 validation_1-mae:6238.80713 [325] validation_0-mae:5631.81103 validation_1-mae:6237.73779 [326] validation_0-mae:5629.24951 validation_1-mae:6236.91797 [327] validation_0-mae:5626.12744 validation_1-mae:6235.97070 [328] validation_0-mae:5624.16064 validation_1-mae:6235.52832 [329] validation_0-mae:5622.60156 validation_1-mae:6235.30127 [330] validation_0-mae:5619.67334 validation_1-mae:6233.97119 [331] validation_0-mae:5616.36768 validation_1-mae:6232.66260 [332] validation_0-mae:5615.05127 validation_1-mae:6231.95947 [333] validation_0-mae:5613.23438 validation_1-mae:6231.49902 [334] validation_0-mae:5608.69287 validation_1-mae:6228.73877 [335] validation_0-mae:5607.52441 validation_1-mae:6228.69727 [336] validation_0-mae:5606.29834 validation_1-mae:6228.42725 [337] validation_0-mae:5603.90576 validation_1-mae:6227.27344 [338] validation_0-mae:5599.80664 validation_1-mae:6226.15918 [339] validation_0-mae:5595.51807 validation_1-mae:6225.52148 [340] validation_0-mae:5591.56982 validation_1-mae:6224.22510 [341] validation_0-mae:5588.22119 validation_1-mae:6222.64795 [342] validation_0-mae:5585.78174 validation_1-mae:6221.68506 [343] validation_0-mae:5583.34033 validation_1-mae:6221.06006 [344] validation_0-mae:5581.65527 validation_1-mae:6221.08838 [345] validation_0-mae:5578.68603 validation_1-mae:6220.18262 [346] validation_0-mae:5577.35742 validation_1-mae:6220.33447 [347] validation_0-mae:5575.78857 validation_1-mae:6219.62402 [348] validation_0-mae:5574.73291 validation_1-mae:6219.53223 [349] validation_0-mae:5572.14355 validation_1-mae:6217.90576 [350] validation_0-mae:5570.75537 validation_1-mae:6217.45361 [351] validation_0-mae:5569.25879 validation_1-mae:6216.88379 [352] validation_0-mae:5568.34863 validation_1-mae:6216.87402 [353] validation_0-mae:5565.25391 validation_1-mae:6214.63330 [354] validation_0-mae:5562.44775 validation_1-mae:6213.24365 [355] validation_0-mae:5560.38818 validation_1-mae:6212.58984 [356] validation_0-mae:5559.01465 validation_1-mae:6212.20752 [357] validation_0-mae:5555.96387 validation_1-mae:6212.20215 [358] validation_0-mae:5553.19092 validation_1-mae:6211.04980 [359] validation_0-mae:5552.23096 validation_1-mae:6210.72852 [360] validation_0-mae:5551.45654 validation_1-mae:6210.22363 [361] validation_0-mae:5550.25342 validation_1-mae:6210.31201 [362] validation_0-mae:5549.34522 validation_1-mae:6210.29053 [363] validation_0-mae:5547.79980 validation_1-mae:6209.60449 [364] validation_0-mae:5546.25977 validation_1-mae:6209.70215 [365] validation_0-mae:5542.53320 validation_1-mae:6208.33545 [366] validation_0-mae:5541.58740 validation_1-mae:6207.79834 [367] validation_0-mae:5539.50293 validation_1-mae:6207.35449 [368] validation_0-mae:5537.06445 validation_1-mae:6206.52637 [369] validation_0-mae:5534.62891 validation_1-mae:6206.00879 [370] validation_0-mae:5532.08984 validation_1-mae:6205.19385 [371] validation_0-mae:5529.13037 validation_1-mae:6204.54590 [372] validation_0-mae:5525.02637 validation_1-mae:6202.59814 [373] validation_0-mae:5522.77832 validation_1-mae:6202.68213 [374] validation_0-mae:5521.52344 validation_1-mae:6202.68897 [375] validation_0-mae:5519.84522 validation_1-mae:6202.26318 [376] validation_0-mae:5518.02002 validation_1-mae:6201.01660 [377] validation_0-mae:5517.46728 validation_1-mae:6200.87891 [378] validation_0-mae:5516.54492 validation_1-mae:6200.65088 [379] validation_0-mae:5514.16260 validation_1-mae:6199.37109 [380] validation_0-mae:5512.70898 validation_1-mae:6198.74023 [381] validation_0-mae:5510.65478 validation_1-mae:6198.72266 [382] validation_0-mae:5509.09717 validation_1-mae:6198.34326 [383] validation_0-mae:5506.81299 validation_1-mae:6197.43701 [384] validation_0-mae:5504.21436 validation_1-mae:6197.32959 [385] validation_0-mae:5503.02295 validation_1-mae:6197.23340 [386] validation_0-mae:5502.02881 validation_1-mae:6196.73633 [387] validation_0-mae:5499.16895 validation_1-mae:6195.18652 [388] validation_0-mae:5497.61133 validation_1-mae:6194.68018 [389] validation_0-mae:5495.69629 validation_1-mae:6194.25537 [390] validation_0-mae:5495.07324 validation_1-mae:6194.00391 [391] validation_0-mae:5494.51855 validation_1-mae:6194.21094 [392] validation_0-mae:5490.00977 validation_1-mae:6192.42090 [393] validation_0-mae:5486.69482 validation_1-mae:6190.65430 [394] validation_0-mae:5485.16016 validation_1-mae:6189.85254 [395] validation_0-mae:5482.42773 validation_1-mae:6189.37402 [396] validation_0-mae:5481.28027 validation_1-mae:6189.04590 [397] validation_0-mae:5478.94580 validation_1-mae:6187.67188 [398] validation_0-mae:5476.08936 validation_1-mae:6186.42041 [399] validation_0-mae:5472.56152 validation_1-mae:6184.95703 [400] validation_0-mae:5470.69238 validation_1-mae:6184.09180 [401] validation_0-mae:5469.43311 validation_1-mae:6184.28076 [402] validation_0-mae:5465.98193 validation_1-mae:6182.98193 [403] validation_0-mae:5463.48633 validation_1-mae:6182.39111 [404] validation_0-mae:5460.49951 validation_1-mae:6181.27686 [405] validation_0-mae:5460.06885 validation_1-mae:6180.98145 [406] validation_0-mae:5459.43164 validation_1-mae:6180.71436 [407] validation_0-mae:5457.43555 validation_1-mae:6180.48438 [408] validation_0-mae:5454.73779 validation_1-mae:6179.95752 [409] validation_0-mae:5451.94580 validation_1-mae:6180.34717 [410] validation_0-mae:5450.67236 validation_1-mae:6179.53272 [411] validation_0-mae:5449.97119 validation_1-mae:6179.36914 [412] validation_0-mae:5447.06885 validation_1-mae:6178.28955 [413] validation_0-mae:5445.51270 validation_1-mae:6177.48486 [414] validation_0-mae:5442.42627 validation_1-mae:6175.77881 [415] validation_0-mae:5440.15820 validation_1-mae:6174.54443 [416] validation_0-mae:5437.55957 validation_1-mae:6173.15869 [417] validation_0-mae:5436.32275 validation_1-mae:6173.33740 [418] validation_0-mae:5433.35889 validation_1-mae:6172.29932 [419] validation_0-mae:5431.33057 validation_1-mae:6171.42188 [420] validation_0-mae:5428.63623 validation_1-mae:6170.05615 [421] validation_0-mae:5424.17969 validation_1-mae:6168.26855 [422] validation_0-mae:5421.54932 validation_1-mae:6166.49463 [423] validation_0-mae:5421.50830 validation_1-mae:6166.76270 [424] validation_0-mae:5420.06982 validation_1-mae:6166.38086 [425] validation_0-mae:5418.92285 validation_1-mae:6166.68408 [426] validation_0-mae:5413.93799 validation_1-mae:6165.48047 [427] validation_0-mae:5412.99756 validation_1-mae:6165.71338 [428] validation_0-mae:5412.24951 validation_1-mae:6165.22070 [429] validation_0-mae:5411.86670 validation_1-mae:6165.24023 [430] validation_0-mae:5410.15186 validation_1-mae:6164.51953 [431] validation_0-mae:5406.73584 validation_1-mae:6162.22314 [432] validation_0-mae:5405.52734 validation_1-mae:6162.03760 [433] validation_0-mae:5404.46484 validation_1-mae:6161.53125 [434] validation_0-mae:5402.71631 validation_1-mae:6160.64990 [435] validation_0-mae:5401.44482 validation_1-mae:6160.69141 [436] validation_0-mae:5400.67676 validation_1-mae:6160.57764 [437] validation_0-mae:5398.07910 validation_1-mae:6158.63574 [438] validation_0-mae:5395.92725 validation_1-mae:6158.40137 [439] validation_0-mae:5393.53711 validation_1-mae:6157.78613 [440] validation_0-mae:5392.48779 validation_1-mae:6158.07080 [441] validation_0-mae:5391.90527 validation_1-mae:6158.12500 [442] validation_0-mae:5389.87842 validation_1-mae:6157.84619 [443] validation_0-mae:5389.47998 validation_1-mae:6157.78857 [444] validation_0-mae:5388.25684 validation_1-mae:6157.06787 [445] validation_0-mae:5386.24365 validation_1-mae:6156.39307 [446] validation_0-mae:5385.97217 validation_1-mae:6156.50342 [447] validation_0-mae:5383.91992 validation_1-mae:6155.30566 [448] validation_0-mae:5382.20703 validation_1-mae:6154.56738 [449] validation_0-mae:5379.37891 validation_1-mae:6154.04541 [450] validation_0-mae:5376.50781 validation_1-mae:6153.55029 [451] validation_0-mae:5373.99658 validation_1-mae:6152.54004 [452] validation_0-mae:5372.41504 validation_1-mae:6152.65283 [453] validation_0-mae:5370.85254 validation_1-mae:6152.71631 [454] validation_0-mae:5368.16895 validation_1-mae:6152.82031 [455] validation_0-mae:5367.32129 validation_1-mae:6152.75098 [456] validation_0-mae:5366.53955 validation_1-mae:6152.72656 [457] validation_0-mae:5366.03906 validation_1-mae:6152.74023 [458] validation_0-mae:5364.72559 validation_1-mae:6152.82080 [459] validation_0-mae:5362.42236 validation_1-mae:6152.51270 [460] validation_0-mae:5360.89990 validation_1-mae:6151.66895 [461] validation_0-mae:5360.19922 validation_1-mae:6151.19971 [462] validation_0-mae:5358.64111 validation_1-mae:6149.74561 [463] validation_0-mae:5356.64697 validation_1-mae:6149.26270 [464] validation_0-mae:5355.91602 validation_1-mae:6149.30664 [465] validation_0-mae:5355.27881 validation_1-mae:6149.09180 [466] validation_0-mae:5354.85742 validation_1-mae:6149.18652 [467] validation_0-mae:5352.85303 validation_1-mae:6149.53516 [468] validation_0-mae:5351.98584 validation_1-mae:6149.16992 [469] validation_0-mae:5349.86572 validation_1-mae:6148.54492 [470] validation_0-mae:5346.03711 validation_1-mae:6146.28418 [471] validation_0-mae:5344.34912 validation_1-mae:6145.91748 [472] validation_0-mae:5340.84522 validation_1-mae:6145.06103 [473] validation_0-mae:5337.47852 validation_1-mae:6143.91309 [474] validation_0-mae:5335.32031 validation_1-mae:6143.53076 [475] validation_0-mae:5332.84131 validation_1-mae:6142.49902 [476] validation_0-mae:5330.87939 validation_1-mae:6141.73291 [477] validation_0-mae:5326.48779 validation_1-mae:6138.29102 [478] validation_0-mae:5325.00928 validation_1-mae:6137.38379 [479] validation_0-mae:5321.87939 validation_1-mae:6135.37891 [480] validation_0-mae:5319.75537 validation_1-mae:6134.89551 [481] validation_0-mae:5317.05664 validation_1-mae:6134.66309 [482] validation_0-mae:5315.11670 validation_1-mae:6135.08398 [483] validation_0-mae:5314.06641 validation_1-mae:6134.51514 [484] validation_0-mae:5311.92969 validation_1-mae:6133.89258 [485] validation_0-mae:5310.15869 validation_1-mae:6133.20801 [486] validation_0-mae:5306.57080 validation_1-mae:6131.68066 [487] validation_0-mae:5304.00293 validation_1-mae:6131.48926 [488] validation_0-mae:5301.81103 validation_1-mae:6130.25244 [489] validation_0-mae:5300.65772 validation_1-mae:6130.30176 [490] validation_0-mae:5298.19043 validation_1-mae:6129.69873 [491] validation_0-mae:5294.59912 validation_1-mae:6129.55518 [492] validation_0-mae:5294.26953 validation_1-mae:6129.39990 [493] validation_0-mae:5292.89160 validation_1-mae:6128.73828 [494] validation_0-mae:5289.37988 validation_1-mae:6127.74219 [495] validation_0-mae:5287.83545 validation_1-mae:6126.83545 [496] validation_0-mae:5287.32324 validation_1-mae:6126.60205 [497] validation_0-mae:5285.61523 validation_1-mae:6127.12109 [498] validation_0-mae:5285.08008 validation_1-mae:6127.12598 [499] validation_0-mae:5283.01172 validation_1-mae:6126.64160 [500] validation_0-mae:5282.35693 validation_1-mae:6126.44531 [501] validation_0-mae:5279.69092 validation_1-mae:6125.99609 [502] validation_0-mae:5278.77344 validation_1-mae:6126.14062 [503] validation_0-mae:5277.60693 validation_1-mae:6125.67188 [504] validation_0-mae:5274.66602 validation_1-mae:6124.61621 [505] validation_0-mae:5272.71631 validation_1-mae:6124.10986 [506] validation_0-mae:5270.78613 validation_1-mae:6123.47949 [507] validation_0-mae:5268.30127 validation_1-mae:6122.80029 [508] validation_0-mae:5267.23486 validation_1-mae:6122.23242 [509] validation_0-mae:5265.71924 validation_1-mae:6122.17773 [510] validation_0-mae:5262.59033 validation_1-mae:6120.73047 [511] validation_0-mae:5261.63818 validation_1-mae:6119.92480 [512] validation_0-mae:5260.28076 validation_1-mae:6120.09473 [513] validation_0-mae:5257.39600 validation_1-mae:6119.80371 [514] validation_0-mae:5256.09522 validation_1-mae:6119.67773 [515] validation_0-mae:5254.62012 validation_1-mae:6119.25537 [516] validation_0-mae:5252.07275 validation_1-mae:6118.48389 [517] validation_0-mae:5250.46387 validation_1-mae:6117.60156 [518] validation_0-mae:5249.99561 validation_1-mae:6117.43115 [519] validation_0-mae:5248.72998 validation_1-mae:6116.47363 [520] validation_0-mae:5247.16748 validation_1-mae:6116.47070 [521] validation_0-mae:5246.36133 validation_1-mae:6116.50781 [522] validation_0-mae:5246.03027 validation_1-mae:6116.66797 [523] validation_0-mae:5243.82227 validation_1-mae:6115.31103 [524] validation_0-mae:5243.70508 validation_1-mae:6115.31348 [525] validation_0-mae:5242.13379 validation_1-mae:6115.25586 [526] validation_0-mae:5241.35791 validation_1-mae:6114.96240 [527] validation_0-mae:5239.18603 validation_1-mae:6114.50000 [528] validation_0-mae:5238.19434 validation_1-mae:6114.33252 [529] validation_0-mae:5236.18066 validation_1-mae:6114.39697 [530] validation_0-mae:5232.96436 validation_1-mae:6112.66357 [531] validation_0-mae:5230.99268 validation_1-mae:6112.48047 [532] validation_0-mae:5229.83350 validation_1-mae:6112.12305 [533] validation_0-mae:5228.23926 validation_1-mae:6112.11182 [534] validation_0-mae:5226.92725 validation_1-mae:6112.04932 [535] validation_0-mae:5225.85547 validation_1-mae:6112.09668 [536] validation_0-mae:5224.25635 validation_1-mae:6112.05859 [537] validation_0-mae:5219.12695 validation_1-mae:6110.34131 [538] validation_0-mae:5218.01758 validation_1-mae:6110.72119 [539] validation_0-mae:5216.03906 validation_1-mae:6110.31348 [540] validation_0-mae:5213.94287 validation_1-mae:6110.00830 [541] validation_0-mae:5211.59814 validation_1-mae:6109.29736 [542] validation_0-mae:5209.91455 validation_1-mae:6108.11768 [543] validation_0-mae:5208.97852 validation_1-mae:6108.20752 [544] validation_0-mae:5207.42773 validation_1-mae:6107.87207 [545] validation_0-mae:5206.96436 validation_1-mae:6107.80420 [546] validation_0-mae:5205.28467 validation_1-mae:6107.40186 [547] validation_0-mae:5202.99561 validation_1-mae:6106.83105 [548] validation_0-mae:5199.73486 validation_1-mae:6106.21777 [549] validation_0-mae:5199.53662 validation_1-mae:6106.14844 [550] validation_0-mae:5197.69287 validation_1-mae:6105.68799 [551] validation_0-mae:5195.98242 validation_1-mae:6105.02002 [552] validation_0-mae:5195.02930 validation_1-mae:6105.21533 [553] validation_0-mae:5193.22949 validation_1-mae:6105.10107 [554] validation_0-mae:5191.99853 validation_1-mae:6104.91797 [555] validation_0-mae:5191.08496 validation_1-mae:6104.50195 [556] validation_0-mae:5188.40625 validation_1-mae:6104.83008 [557] validation_0-mae:5186.07471 validation_1-mae:6104.46728 [558] validation_0-mae:5185.22998 validation_1-mae:6104.68213 [559] validation_0-mae:5181.81641 validation_1-mae:6104.00439 [560] validation_0-mae:5180.87549 validation_1-mae:6103.95166 [561] validation_0-mae:5180.75000 validation_1-mae:6104.01904 [562] validation_0-mae:5178.57324 validation_1-mae:6102.81348 [563] validation_0-mae:5176.73633 validation_1-mae:6102.95215 [564] validation_0-mae:5175.31787 validation_1-mae:6102.59033 [565] validation_0-mae:5174.06738 validation_1-mae:6102.42041 [566] validation_0-mae:5173.41992 validation_1-mae:6102.22852 [567] validation_0-mae:5170.86377 validation_1-mae:6100.40576 [568] validation_0-mae:5170.18945 validation_1-mae:6100.30713 [569] validation_0-mae:5167.52246 validation_1-mae:6099.66992 [570] validation_0-mae:5166.14893 validation_1-mae:6099.84424 [571] validation_0-mae:5164.88672 validation_1-mae:6099.46777 [572] validation_0-mae:5164.02100 validation_1-mae:6099.23828 [573] validation_0-mae:5162.46484 validation_1-mae:6099.58936 [574] validation_0-mae:5160.28223 validation_1-mae:6099.44238 [575] validation_0-mae:5159.41650 validation_1-mae:6099.15332 [576] validation_0-mae:5155.92725 validation_1-mae:6097.89355 [577] validation_0-mae:5154.89014 validation_1-mae:6097.39990 [578] validation_0-mae:5154.05615 validation_1-mae:6097.27734 [579] validation_0-mae:5152.55518 validation_1-mae:6096.46826 [580] validation_0-mae:5150.79150 validation_1-mae:6095.56543 [581] validation_0-mae:5149.20801 validation_1-mae:6095.44043 [582] validation_0-mae:5146.52344 validation_1-mae:6095.04248 [583] validation_0-mae:5145.25293 validation_1-mae:6095.02686 [584] validation_0-mae:5144.12842 validation_1-mae:6094.96680 [585] validation_0-mae:5142.87744 validation_1-mae:6094.50439 [586] validation_0-mae:5142.11084 validation_1-mae:6094.32471 [587] validation_0-mae:5140.29150 validation_1-mae:6094.34863 [588] validation_0-mae:5139.50879 validation_1-mae:6093.88721 [589] validation_0-mae:5138.36914 validation_1-mae:6093.91064 [590] validation_0-mae:5136.98828 validation_1-mae:6094.01855 [591] validation_0-mae:5134.97314 validation_1-mae:6093.64502 [592] validation_0-mae:5134.29541 validation_1-mae:6093.91113 [593] validation_0-mae:5133.22656 validation_1-mae:6093.67969 [594] validation_0-mae:5132.28320 validation_1-mae:6093.19434 [595] validation_0-mae:5130.88379 validation_1-mae:6093.22949 [596] validation_0-mae:5128.39160 validation_1-mae:6092.52148 [597] validation_0-mae:5126.84961 validation_1-mae:6092.81103 [598] validation_0-mae:5125.06152 validation_1-mae:6091.79834 [599] validation_0-mae:5121.68408 validation_1-mae:6092.41602 [600] validation_0-mae:5119.91797 validation_1-mae:6091.35107 [601] validation_0-mae:5117.45020 validation_1-mae:6090.00781 [602] validation_0-mae:5113.11328 validation_1-mae:6089.59619 [603] validation_0-mae:5110.69678 validation_1-mae:6088.87500 [604] validation_0-mae:5109.83057 validation_1-mae:6088.36719 [605] validation_0-mae:5109.19727 validation_1-mae:6088.97217 [606] validation_0-mae:5107.83984 validation_1-mae:6089.25293 [607] validation_0-mae:5107.11035 validation_1-mae:6089.06055 [608] validation_0-mae:5106.33691 validation_1-mae:6088.61182 [609] validation_0-mae:5105.84619 validation_1-mae:6088.63623 [610] validation_0-mae:5104.48389 validation_1-mae:6088.21973 [611] validation_0-mae:5103.76074 validation_1-mae:6087.82764 [612] validation_0-mae:5103.08789 validation_1-mae:6087.91846 [613] validation_0-mae:5102.94336 validation_1-mae:6087.91162 [614] validation_0-mae:5100.80273 validation_1-mae:6087.05371 [615] validation_0-mae:5096.45898 validation_1-mae:6086.51807 [616] validation_0-mae:5093.78564 validation_1-mae:6086.03516 [617] validation_0-mae:5092.33447 validation_1-mae:6085.41748 [618] validation_0-mae:5089.81738 validation_1-mae:6084.22754 [619] validation_0-mae:5087.75391 validation_1-mae:6083.38330 [620] validation_0-mae:5086.31445 validation_1-mae:6083.12256 [621] validation_0-mae:5085.08545 validation_1-mae:6083.28711 [622] validation_0-mae:5084.38916 validation_1-mae:6083.39551 [623] validation_0-mae:5083.14648 validation_1-mae:6082.89160 [624] validation_0-mae:5081.59473 validation_1-mae:6081.92383 [625] validation_0-mae:5080.63184 validation_1-mae:6082.16650 [626] validation_0-mae:5080.32666 validation_1-mae:6082.45361 [627] validation_0-mae:5078.34766 validation_1-mae:6081.68311 [628] validation_0-mae:5076.51807 validation_1-mae:6081.67285 [629] validation_0-mae:5074.84814 validation_1-mae:6081.44580 [630] validation_0-mae:5074.73828 validation_1-mae:6081.42529 [631] validation_0-mae:5074.26465 validation_1-mae:6081.72900 [632] validation_0-mae:5069.48730 validation_1-mae:6081.12939 [633] validation_0-mae:5068.06055 validation_1-mae:6080.64893 [634] validation_0-mae:5066.63721 validation_1-mae:6080.52539 [635] validation_0-mae:5064.91846 validation_1-mae:6081.02734 [636] validation_0-mae:5062.34961 validation_1-mae:6080.04102 [637] validation_0-mae:5061.09473 validation_1-mae:6079.91211 [638] validation_0-mae:5059.69678 validation_1-mae:6079.77393 [639] validation_0-mae:5058.97656 validation_1-mae:6079.53418 [640] validation_0-mae:5058.03076 validation_1-mae:6079.48340 [641] validation_0-mae:5057.02100 validation_1-mae:6079.76025 [642] validation_0-mae:5055.72510 validation_1-mae:6080.20850 [643] validation_0-mae:5052.77734 validation_1-mae:6078.89404 [644] validation_0-mae:5051.79834 validation_1-mae:6078.92578 [645] validation_0-mae:5049.71924 validation_1-mae:6078.97217 [646] validation_0-mae:5048.77832 validation_1-mae:6078.81641 [647] validation_0-mae:5048.49756 validation_1-mae:6079.09277 [648] validation_0-mae:5047.67334 validation_1-mae:6078.48242 [649] validation_0-mae:5047.10645 validation_1-mae:6078.55957 [650] validation_0-mae:5044.15820 validation_1-mae:6077.69092 [651] validation_0-mae:5041.85889 validation_1-mae:6077.95898 [652] validation_0-mae:5040.29639 validation_1-mae:6078.38574 [653] validation_0-mae:5037.75879 validation_1-mae:6077.59180 [654] validation_0-mae:5035.60986 validation_1-mae:6076.83301 [655] validation_0-mae:5033.50732 validation_1-mae:6076.24414 [656] validation_0-mae:5031.83008 validation_1-mae:6076.04102 [657] validation_0-mae:5030.15576 validation_1-mae:6075.48730 [658] validation_0-mae:5028.46484 validation_1-mae:6074.65723 [659] validation_0-mae:5026.62012 validation_1-mae:6073.99365 [660] validation_0-mae:5024.57520 validation_1-mae:6073.74316 [661] validation_0-mae:5022.49805 validation_1-mae:6073.64453 [662] validation_0-mae:5019.87598 validation_1-mae:6072.35205 [663] validation_0-mae:5018.40039 validation_1-mae:6073.04785 [664] validation_0-mae:5016.47266 validation_1-mae:6073.22168 [665] validation_0-mae:5015.97949 validation_1-mae:6073.21728 [666] validation_0-mae:5015.80615 validation_1-mae:6073.36670 [667] validation_0-mae:5014.14990 validation_1-mae:6072.19189 [668] validation_0-mae:5010.12451 validation_1-mae:6070.80762 [669] validation_0-mae:5008.52539 validation_1-mae:6070.32178 [670] validation_0-mae:5007.53564 validation_1-mae:6070.39648 [671] validation_0-mae:5006.81885 validation_1-mae:6070.22314 [672] validation_0-mae:5005.62061 validation_1-mae:6070.46777 [673] validation_0-mae:5003.52051 validation_1-mae:6071.06885 [674] validation_0-mae:5001.46338 validation_1-mae:6070.59277 [675] validation_0-mae:4999.52783 validation_1-mae:6069.80957 [676] validation_0-mae:4996.95801 validation_1-mae:6068.61279 [677] validation_0-mae:4996.03076 validation_1-mae:6068.85791 [678] validation_0-mae:4994.88379 validation_1-mae:6069.06738 [679] validation_0-mae:4992.32959 validation_1-mae:6068.68897 [680] validation_0-mae:4990.97461 validation_1-mae:6069.04883 [681] validation_0-mae:4990.72559 validation_1-mae:6069.18408 [682] validation_0-mae:4989.56641 validation_1-mae:6068.96338 [683] validation_0-mae:4988.90674 validation_1-mae:6069.05127 [684] validation_0-mae:4987.50977 validation_1-mae:6068.26318 [685] validation_0-mae:4986.30127 validation_1-mae:6067.21875 [686] validation_0-mae:4985.47510 validation_1-mae:6067.00732 [687] validation_0-mae:4983.62305 validation_1-mae:6065.78516 [688] validation_0-mae:4982.69580 validation_1-mae:6065.43603 [689] validation_0-mae:4979.78369 validation_1-mae:6063.50781 [690] validation_0-mae:4977.72119 validation_1-mae:6062.99414 [691] validation_0-mae:4976.00049 validation_1-mae:6062.56299 [692] validation_0-mae:4975.24268 validation_1-mae:6062.71191 [693] validation_0-mae:4975.06152 validation_1-mae:6062.67188 [694] validation_0-mae:4973.32129 validation_1-mae:6060.93457 [695] validation_0-mae:4972.53125 validation_1-mae:6060.64111 [696] validation_0-mae:4971.23682 validation_1-mae:6060.03369 [697] validation_0-mae:4969.59375 validation_1-mae:6058.82129 [698] validation_0-mae:4966.79590 validation_1-mae:6059.15283 [699] validation_0-mae:4965.92090 validation_1-mae:6058.50781 [700] validation_0-mae:4963.79980 validation_1-mae:6057.12647 [701] validation_0-mae:4962.99316 validation_1-mae:6056.85498 [702] validation_0-mae:4962.47852 validation_1-mae:6057.10742 [703] validation_0-mae:4961.87598 validation_1-mae:6057.67871 [704] validation_0-mae:4959.81641 validation_1-mae:6058.12109 [705] validation_0-mae:4957.71777 validation_1-mae:6057.07764 [706] validation_0-mae:4955.71484 validation_1-mae:6055.58447 [707] validation_0-mae:4954.58057 validation_1-mae:6055.05811 [708] validation_0-mae:4952.74170 validation_1-mae:6054.69238 [709] validation_0-mae:4951.52051 validation_1-mae:6054.59228 [710] validation_0-mae:4949.59912 validation_1-mae:6054.55176 [711] validation_0-mae:4946.30322 validation_1-mae:6053.75098 [712] validation_0-mae:4944.43848 validation_1-mae:6052.69482 [713] validation_0-mae:4943.38867 validation_1-mae:6052.33838 [714] validation_0-mae:4942.53174 validation_1-mae:6052.12793 [715] validation_0-mae:4941.52881 validation_1-mae:6052.28809 [716] validation_0-mae:4941.01855 validation_1-mae:6052.41797 [717] validation_0-mae:4939.08740 validation_1-mae:6050.84522 [718] validation_0-mae:4935.88818 validation_1-mae:6049.85938 [719] validation_0-mae:4933.83936 validation_1-mae:6049.41992 [720] validation_0-mae:4931.47266 validation_1-mae:6048.74072 [721] validation_0-mae:4929.71484 validation_1-mae:6048.87842 [722] validation_0-mae:4928.33984 validation_1-mae:6048.58057 [723] validation_0-mae:4927.21777 validation_1-mae:6048.09033 [724] validation_0-mae:4923.85010 validation_1-mae:6046.49707 [725] validation_0-mae:4922.85693 validation_1-mae:6046.31934 [726] validation_0-mae:4921.03223 validation_1-mae:6047.17480 [727] validation_0-mae:4919.63916 validation_1-mae:6046.23389 [728] validation_0-mae:4917.44336 validation_1-mae:6046.00000 [729] validation_0-mae:4914.77002 validation_1-mae:6045.93262 [730] validation_0-mae:4913.39111 validation_1-mae:6045.45166 [731] validation_0-mae:4912.49219 validation_1-mae:6045.06641 [732] validation_0-mae:4910.30615 validation_1-mae:6045.02783 [733] validation_0-mae:4908.14502 validation_1-mae:6043.80371 [734] validation_0-mae:4907.04688 validation_1-mae:6043.68311 [735] validation_0-mae:4905.11230 validation_1-mae:6043.07861 [736] validation_0-mae:4903.04736 validation_1-mae:6042.10352 [737] validation_0-mae:4902.11279 validation_1-mae:6042.23682 [738] validation_0-mae:4899.87598 validation_1-mae:6042.20898 [739] validation_0-mae:4898.55811 validation_1-mae:6041.79736 [740] validation_0-mae:4897.22314 validation_1-mae:6041.36719 [741] validation_0-mae:4896.06592 validation_1-mae:6040.73584 [742] validation_0-mae:4893.81836 validation_1-mae:6039.99902 [743] validation_0-mae:4892.85303 validation_1-mae:6039.85156 [744] validation_0-mae:4891.12451 validation_1-mae:6039.86865 [745] validation_0-mae:4889.80078 validation_1-mae:6039.60254 [746] validation_0-mae:4888.80566 validation_1-mae:6039.32861 [747] validation_0-mae:4887.15527 validation_1-mae:6039.08105 [748] validation_0-mae:4886.82227 validation_1-mae:6039.10400 [749] validation_0-mae:4885.27246 validation_1-mae:6039.75684 [750] validation_0-mae:4884.60059 validation_1-mae:6039.39062 [751] validation_0-mae:4882.82129 validation_1-mae:6039.28613 [752] validation_0-mae:4881.66357 validation_1-mae:6039.28760 [753] validation_0-mae:4880.62988 validation_1-mae:6040.01318 [754] validation_0-mae:4880.24756 validation_1-mae:6040.03809 [755] validation_0-mae:4879.65674 validation_1-mae:6040.27881 [756] validation_0-mae:4878.90137 validation_1-mae:6040.02539 [757] validation_0-mae:4877.88281 validation_1-mae:6039.37549 [758] validation_0-mae:4877.63232 validation_1-mae:6039.01318 [759] validation_0-mae:4876.48096 validation_1-mae:6038.30127 [760] validation_0-mae:4875.12061 validation_1-mae:6038.18066 [761] validation_0-mae:4874.45264 validation_1-mae:6038.48535 [762] validation_0-mae:4873.50244 validation_1-mae:6037.84912 [763] validation_0-mae:4873.32959 validation_1-mae:6037.88965 [764] validation_0-mae:4871.46826 validation_1-mae:6037.63574 [765] validation_0-mae:4868.92041 validation_1-mae:6037.61035 [766] validation_0-mae:4868.70947 validation_1-mae:6037.69775 [767] validation_0-mae:4867.67725 validation_1-mae:6037.06201 [768] validation_0-mae:4864.89600 validation_1-mae:6037.08301 [769] validation_0-mae:4862.28564 validation_1-mae:6037.09961 [770] validation_0-mae:4859.91260 validation_1-mae:6037.54688 [771] validation_0-mae:4858.26123 validation_1-mae:6037.05469 [772] validation_0-mae:4856.65039 validation_1-mae:6036.47412 [773] validation_0-mae:4854.80225 validation_1-mae:6036.99805 [774] validation_0-mae:4852.97070 validation_1-mae:6037.06641 [775] validation_0-mae:4851.31348 validation_1-mae:6037.11084 [776] validation_0-mae:4850.34717 validation_1-mae:6036.98633 [777] validation_0-mae:4848.95752 validation_1-mae:6036.35303 [778] validation_0-mae:4847.17773 validation_1-mae:6035.97314 [779] validation_0-mae:4844.62695 validation_1-mae:6036.40039 [780] validation_0-mae:4844.20459 validation_1-mae:6036.55664 [781] validation_0-mae:4842.69238 validation_1-mae:6036.20850 [782] validation_0-mae:4840.62500 validation_1-mae:6035.28418 [783] validation_0-mae:4839.36719 validation_1-mae:6035.18457 [784] validation_0-mae:4839.12158 validation_1-mae:6035.03027 [785] validation_0-mae:4838.34668 validation_1-mae:6034.59473 [786] validation_0-mae:4837.07666 validation_1-mae:6034.24219 [787] validation_0-mae:4835.36621 validation_1-mae:6033.57178 [788] validation_0-mae:4834.61035 validation_1-mae:6033.40527 [789] validation_0-mae:4833.54443 validation_1-mae:6033.29248 [790] validation_0-mae:4832.38428 validation_1-mae:6032.67285 [791] validation_0-mae:4831.57373 validation_1-mae:6032.78418 [792] validation_0-mae:4831.13135 validation_1-mae:6033.28320 [793] validation_0-mae:4829.67969 validation_1-mae:6033.56348 [794] validation_0-mae:4827.43359 validation_1-mae:6033.58691 [795] validation_0-mae:4825.81836 validation_1-mae:6032.94580 [796] validation_0-mae:4824.12500 validation_1-mae:6032.94092 [797] validation_0-mae:4822.18262 validation_1-mae:6034.04492 [798] validation_0-mae:4820.62353 validation_1-mae:6033.80273 [799] validation_0-mae:4819.36182 validation_1-mae:6034.07471 [800] validation_0-mae:4819.03662 validation_1-mae:6033.76611 [801] validation_0-mae:4817.46338 validation_1-mae:6033.72754 [802] validation_0-mae:4816.21484 validation_1-mae:6033.44141 [803] validation_0-mae:4814.50635 validation_1-mae:6032.73438 [804] validation_0-mae:4813.38477 validation_1-mae:6032.47998 [805] validation_0-mae:4811.70264 validation_1-mae:6031.98047 [806] validation_0-mae:4809.98828 validation_1-mae:6031.79834 [807] validation_0-mae:4808.67139 validation_1-mae:6031.65137 [808] validation_0-mae:4807.16699 validation_1-mae:6031.08789 [809] validation_0-mae:4805.88086 validation_1-mae:6030.44189 [810] validation_0-mae:4804.69434 validation_1-mae:6029.74170 [811] validation_0-mae:4803.41895 validation_1-mae:6029.10645 [812] validation_0-mae:4802.51074 validation_1-mae:6029.25879 [813] validation_0-mae:4801.33301 validation_1-mae:6029.45068 [814] validation_0-mae:4799.90332 validation_1-mae:6028.68603 [815] validation_0-mae:4798.22852 validation_1-mae:6028.97119 [816] validation_0-mae:4797.39014 validation_1-mae:6028.65918 [817] validation_0-mae:4797.14648 validation_1-mae:6028.53125 [818] validation_0-mae:4795.96533 validation_1-mae:6028.95068 [819] validation_0-mae:4794.01318 validation_1-mae:6027.70068 [820] validation_0-mae:4792.27148 validation_1-mae:6027.84863 [821] validation_0-mae:4791.46582 validation_1-mae:6027.99268 [822] validation_0-mae:4790.47852 validation_1-mae:6028.24609 [823] validation_0-mae:4789.72363 validation_1-mae:6027.69824 [824] validation_0-mae:4787.87207 validation_1-mae:6027.36719 [825] validation_0-mae:4785.77393 validation_1-mae:6027.71338 [826] validation_0-mae:4784.70264 validation_1-mae:6027.64648 [827] validation_0-mae:4783.72705 validation_1-mae:6027.71387 [828] validation_0-mae:4782.67432 validation_1-mae:6029.00342 [829] validation_0-mae:4781.34424 validation_1-mae:6029.51270 [830] validation_0-mae:4779.93555 validation_1-mae:6029.43066 [831] validation_0-mae:4777.58984 validation_1-mae:6028.94092 [832] validation_0-mae:4775.60693 validation_1-mae:6029.19189 [833] validation_0-mae:4774.85986 validation_1-mae:6029.46924 [834] validation_0-mae:4773.94727 validation_1-mae:6029.53760 [835] validation_0-mae:4772.89844 validation_1-mae:6029.39307 [836] validation_0-mae:4771.90186 validation_1-mae:6029.45996 [837] validation_0-mae:4770.82910 validation_1-mae:6029.78760 [838] validation_0-mae:4770.35596 validation_1-mae:6029.89551 [839] validation_0-mae:4770.25391 validation_1-mae:6029.88232 [840] validation_0-mae:4767.34277 validation_1-mae:6029.21582 [841] validation_0-mae:4765.90088 validation_1-mae:6029.37744 [842] validation_0-mae:4765.14307 validation_1-mae:6029.50977 [843] validation_0-mae:4764.70117 validation_1-mae:6029.62842 [844] validation_0-mae:4763.84668 validation_1-mae:6029.49902 [845] validation_0-mae:4761.65088 validation_1-mae:6027.99805 [846] validation_0-mae:4759.55957 validation_1-mae:6027.02002 [847] validation_0-mae:4758.14404 validation_1-mae:6026.12451 [848] validation_0-mae:4757.04785 validation_1-mae:6026.79150 [849] validation_0-mae:4756.99756 validation_1-mae:6026.81348 [850] validation_0-mae:4756.50928 validation_1-mae:6027.03760 [851] validation_0-mae:4755.46973 validation_1-mae:6026.53809 [852] validation_0-mae:4754.75244 validation_1-mae:6026.33936 [853] validation_0-mae:4752.83496 validation_1-mae:6025.70508 [854] validation_0-mae:4749.64209 validation_1-mae:6025.50147 [855] validation_0-mae:4748.45605 validation_1-mae:6024.74609 [856] validation_0-mae:4746.29932 validation_1-mae:6023.71582 [857] validation_0-mae:4744.40527 validation_1-mae:6023.27490 [858] validation_0-mae:4743.25147 validation_1-mae:6023.54248 [859] validation_0-mae:4741.75537 validation_1-mae:6024.05518 [860] validation_0-mae:4740.07861 validation_1-mae:6024.42236 [861] validation_0-mae:4739.89893 validation_1-mae:6024.33447 [862] validation_0-mae:4738.91650 validation_1-mae:6024.17529 [863] validation_0-mae:4737.14746 validation_1-mae:6023.62842 [864] validation_0-mae:4735.99756 validation_1-mae:6024.32373 [865] validation_0-mae:4734.50391 validation_1-mae:6023.76025 [866] validation_0-mae:4731.53369 validation_1-mae:6022.40772 [867] validation_0-mae:4730.30615 validation_1-mae:6022.57324 [868] validation_0-mae:4729.49658 validation_1-mae:6022.47461 [869] validation_0-mae:4728.38916 validation_1-mae:6022.00781 [870] validation_0-mae:4726.99853 validation_1-mae:6021.63184 [871] validation_0-mae:4725.91162 validation_1-mae:6021.58496 [872] validation_0-mae:4725.47070 validation_1-mae:6021.70361 [873] validation_0-mae:4724.03174 validation_1-mae:6021.55859 [874] validation_0-mae:4723.35254 validation_1-mae:6021.88428 [875] validation_0-mae:4722.15039 validation_1-mae:6021.73389 [876] validation_0-mae:4719.53027 validation_1-mae:6020.64062 [877] validation_0-mae:4718.46875 validation_1-mae:6020.28076 [878] validation_0-mae:4717.41699 validation_1-mae:6020.26611 [879] validation_0-mae:4715.99414 validation_1-mae:6020.44385 [880] validation_0-mae:4715.84228 validation_1-mae:6020.41748 [881] validation_0-mae:4714.45947 validation_1-mae:6020.85010 [882] validation_0-mae:4713.36084 validation_1-mae:6020.62695 [883] validation_0-mae:4712.12695 validation_1-mae:6020.45898 [884] validation_0-mae:4711.10010 validation_1-mae:6020.43164 [885] validation_0-mae:4710.13525 validation_1-mae:6020.30420 [886] validation_0-mae:4709.36182 validation_1-mae:6020.07617 [887] validation_0-mae:4708.90137 validation_1-mae:6020.06738 [888] validation_0-mae:4708.57617 validation_1-mae:6020.18994 [889] validation_0-mae:4708.05322 validation_1-mae:6020.16211 [890] validation_0-mae:4706.91406 validation_1-mae:6019.84228 [891] validation_0-mae:4706.08936 validation_1-mae:6019.85986 [892] validation_0-mae:4705.67773 validation_1-mae:6019.78760 [893] validation_0-mae:4704.70020 validation_1-mae:6019.88721 [894] validation_0-mae:4702.53369 validation_1-mae:6019.96924 [895] validation_0-mae:4701.47119 validation_1-mae:6019.67920 [896] validation_0-mae:4699.51318 validation_1-mae:6018.93848 [897] validation_0-mae:4699.50049 validation_1-mae:6019.00098 [898] validation_0-mae:4698.65283 validation_1-mae:6019.29785 [899] validation_0-mae:4697.79004 validation_1-mae:6019.22705 [900] validation_0-mae:4696.50586 validation_1-mae:6018.87842 [901] validation_0-mae:4695.05225 validation_1-mae:6018.60010 [902] validation_0-mae:4693.84619 validation_1-mae:6019.47070 [903] validation_0-mae:4692.88037 validation_1-mae:6019.78760 [904] validation_0-mae:4690.78760 validation_1-mae:6020.22070 [905] validation_0-mae:4689.73975 validation_1-mae:6019.76514 [906] validation_0-mae:4689.11084 validation_1-mae:6019.75391 [907] validation_0-mae:4687.43555 validation_1-mae:6019.39014 [908] validation_0-mae:4686.37158 validation_1-mae:6019.05469 [909] validation_0-mae:4685.74316 validation_1-mae:6019.19873 [910] validation_0-mae:4684.31006 validation_1-mae:6018.60547 [911] validation_0-mae:4682.98389 validation_1-mae:6018.31934 [912] validation_0-mae:4681.84766 validation_1-mae:6018.32666 [913] validation_0-mae:4681.23779 validation_1-mae:6018.06836 [914] validation_0-mae:4679.98389 validation_1-mae:6018.15772 [915] validation_0-mae:4679.04883 validation_1-mae:6018.62842 [916] validation_0-mae:4676.67969 validation_1-mae:6018.39404 [917] validation_0-mae:4674.01514 validation_1-mae:6017.41357 [918] validation_0-mae:4672.60400 validation_1-mae:6017.12988 [919] validation_0-mae:4671.58154 validation_1-mae:6017.13232 [920] validation_0-mae:4670.71631 validation_1-mae:6017.07471 [921] validation_0-mae:4670.13525 validation_1-mae:6017.02197 [922] validation_0-mae:4668.88086 validation_1-mae:6016.72412 [923] validation_0-mae:4668.77686 validation_1-mae:6016.75147 [924] validation_0-mae:4667.98486 validation_1-mae:6016.46484 [925] validation_0-mae:4666.17871 validation_1-mae:6016.26465 [926] validation_0-mae:4664.93848 validation_1-mae:6015.92676 [927] validation_0-mae:4662.90576 validation_1-mae:6016.00830 [928] validation_0-mae:4662.50537 validation_1-mae:6016.05713 [929] validation_0-mae:4661.49121 validation_1-mae:6016.17578 [930] validation_0-mae:4661.20068 validation_1-mae:6016.05518 [931] validation_0-mae:4659.62256 validation_1-mae:6016.12353 [932] validation_0-mae:4658.85840 validation_1-mae:6015.73633 [933] validation_0-mae:4658.43506 validation_1-mae:6015.70264 [934] validation_0-mae:4657.79639 validation_1-mae:6015.22900 [935] validation_0-mae:4657.74805 validation_1-mae:6015.26123 [936] validation_0-mae:4656.90332 validation_1-mae:6015.36035 [937] validation_0-mae:4655.40039 validation_1-mae:6015.00537 [938] validation_0-mae:4653.93408 validation_1-mae:6014.77686 [939] validation_0-mae:4652.40283 validation_1-mae:6014.94434 [940] validation_0-mae:4650.68066 validation_1-mae:6014.89844 [941] validation_0-mae:4649.34131 validation_1-mae:6014.72022 [942] validation_0-mae:4648.50684 validation_1-mae:6014.83496 [943] validation_0-mae:4647.35010 validation_1-mae:6014.46289 [944] validation_0-mae:4645.16943 validation_1-mae:6014.49365 [945] validation_0-mae:4643.27393 validation_1-mae:6014.86963 [946] validation_0-mae:4642.09424 validation_1-mae:6015.04004 [947] validation_0-mae:4640.95361 validation_1-mae:6014.87549 [948] validation_0-mae:4639.17041 validation_1-mae:6014.62012 [949] validation_0-mae:4638.65772 validation_1-mae:6014.73047 [950] validation_0-mae:4637.56836 validation_1-mae:6015.28711 [951] validation_0-mae:4635.22022 validation_1-mae:6016.02002 [952] validation_0-mae:4634.16162 validation_1-mae:6016.52539 [953] validation_0-mae:4633.51025 validation_1-mae:6016.45898 [954] validation_0-mae:4632.33984 validation_1-mae:6016.52441 [955] validation_0-mae:4629.90772 validation_1-mae:6016.33252 [956] validation_0-mae:4628.82324 validation_1-mae:6016.43848 [957] validation_0-mae:4627.31641 validation_1-mae:6015.88672 [958] validation_0-mae:4626.32959 validation_1-mae:6016.27441 [959] validation_0-mae:4624.87061 validation_1-mae:6016.49805 [960] validation_0-mae:4624.02637 validation_1-mae:6016.72119 [961] validation_0-mae:4622.66992 validation_1-mae:6016.37842 [962] validation_0-mae:4621.59766 validation_1-mae:6015.86035 [963] validation_0-mae:4620.42871 validation_1-mae:6015.24609 [964] validation_0-mae:4619.68945 validation_1-mae:6015.12549 [965] validation_0-mae:4619.11426 validation_1-mae:6015.00684 [966] validation_0-mae:4617.89355 validation_1-mae:6015.12402 [967] validation_0-mae:4617.07520 validation_1-mae:6014.92188 [968] validation_0-mae:4616.41504 validation_1-mae:6015.10059 [969] validation_0-mae:4615.48242 validation_1-mae:6014.72656 [970] validation_0-mae:4613.52295 validation_1-mae:6014.58350 [971] validation_0-mae:4612.64551 validation_1-mae:6014.38184 [972] validation_0-mae:4611.52588 validation_1-mae:6014.03662 [973] validation_0-mae:4609.89014 validation_1-mae:6013.75147 [974] validation_0-mae:4609.04297 validation_1-mae:6014.01660 [975] validation_0-mae:4608.00049 validation_1-mae:6013.93750 [976] validation_0-mae:4606.48633 validation_1-mae:6012.66602 [977] validation_0-mae:4605.13770 validation_1-mae:6012.71582 [978] validation_0-mae:4603.99707 validation_1-mae:6013.07275 [979] validation_0-mae:4602.67236 validation_1-mae:6012.51172 [980] validation_0-mae:4602.03369 validation_1-mae:6012.40723 [981] validation_0-mae:4601.15869 validation_1-mae:6011.85645 [982] validation_0-mae:4600.62891 validation_1-mae:6011.66553 [983] validation_0-mae:4599.57910 validation_1-mae:6011.88721 [984] validation_0-mae:4599.14111 validation_1-mae:6011.86279 [985] validation_0-mae:4598.45947 validation_1-mae:6011.94580 [986] validation_0-mae:4597.54199 validation_1-mae:6011.71973 [987] validation_0-mae:4597.51172 validation_1-mae:6011.75732 [988] validation_0-mae:4596.54297 validation_1-mae:6011.54883 [989] validation_0-mae:4595.90186 validation_1-mae:6011.48242 [990] validation_0-mae:4593.54541 validation_1-mae:6010.91260 [991] validation_0-mae:4591.48486 validation_1-mae:6010.54199 [992] validation_0-mae:4589.76465 validation_1-mae:6011.15039 [993] validation_0-mae:4588.85303 validation_1-mae:6011.45801 [994] validation_0-mae:4588.17969 validation_1-mae:6011.23242 [995] validation_0-mae:4587.08545 validation_1-mae:6011.06494 [996] validation_0-mae:4586.50830 validation_1-mae:6011.18262 [997] validation_0-mae:4585.80762 validation_1-mae:6010.91357 [998] validation_0-mae:4585.37061 validation_1-mae:6011.06103 [999] validation_0-mae:4584.07129 validation_1-mae:6011.02832 [1000] validation_0-mae:4583.33057 validation_1-mae:6010.86719 [1001] validation_0-mae:4581.87842 validation_1-mae:6010.34766 [1002] validation_0-mae:4580.38379 validation_1-mae:6009.83203 [1003] validation_0-mae:4579.37012 validation_1-mae:6009.82471 [1004] validation_0-mae:4579.03174 validation_1-mae:6009.77490 [1005] validation_0-mae:4577.88330 validation_1-mae:6010.09961 [1006] validation_0-mae:4576.60059 validation_1-mae:6010.42334 [1007] validation_0-mae:4576.08301 validation_1-mae:6010.44727 [1008] validation_0-mae:4574.61377 validation_1-mae:6010.54688 [1009] validation_0-mae:4574.19336 validation_1-mae:6011.00000 [1010] validation_0-mae:4573.15918 validation_1-mae:6011.10010 [1011] validation_0-mae:4572.27295 validation_1-mae:6011.12744 [1012] validation_0-mae:4570.58301 validation_1-mae:6010.77100 [1013] validation_0-mae:4568.82520 validation_1-mae:6009.60693 [1014] validation_0-mae:4566.90088 validation_1-mae:6009.67920 [1015] validation_0-mae:4565.97363 validation_1-mae:6009.66650 [1016] validation_0-mae:4565.00879 validation_1-mae:6009.97070 [1017] validation_0-mae:4564.73633 validation_1-mae:6009.75195 [1018] validation_0-mae:4563.98438 validation_1-mae:6009.72803 [1019] validation_0-mae:4563.38330 validation_1-mae:6009.53272 [1020] validation_0-mae:4562.14453 validation_1-mae:6009.43066 [1021] validation_0-mae:4560.24463 validation_1-mae:6009.03711 [1022] validation_0-mae:4559.74902 validation_1-mae:6009.27197 [1023] validation_0-mae:4559.30176 validation_1-mae:6009.40478 [1024] validation_0-mae:4558.44287 validation_1-mae:6010.02148 [1025] validation_0-mae:4558.13916 validation_1-mae:6009.94336 [1026] validation_0-mae:4557.59863 validation_1-mae:6010.25244 [1027] validation_0-mae:4557.48926 validation_1-mae:6010.28809 [1028] validation_0-mae:4556.65772 validation_1-mae:6010.67725 [1029] validation_0-mae:4556.07129 validation_1-mae:6010.44678 [1030] validation_0-mae:4555.39941 validation_1-mae:6010.70361 [1031] validation_0-mae:4553.98828 validation_1-mae:6010.70166 [1032] validation_0-mae:4553.33838 validation_1-mae:6010.72168 [1033] validation_0-mae:4552.88477 validation_1-mae:6010.51221 [1034] validation_0-mae:4552.16846 validation_1-mae:6011.10645 [1035] validation_0-mae:4551.27490 validation_1-mae:6011.01855 [1036] validation_0-mae:4549.93555 validation_1-mae:6011.47412 [1037] validation_0-mae:4548.91992 validation_1-mae:6011.26758 [1038] validation_0-mae:4547.56299 validation_1-mae:6010.95801 [1039] validation_0-mae:4546.69043 validation_1-mae:6010.94141 [1040] validation_0-mae:4545.83789 validation_1-mae:6011.20508 [1041] validation_0-mae:4545.03076 validation_1-mae:6010.89307 [1042] validation_0-mae:4542.30078 validation_1-mae:6010.74023 [1043] validation_0-mae:4541.54834 validation_1-mae:6010.60693 [1044] validation_0-mae:4540.10107 validation_1-mae:6011.32812 [1045] validation_0-mae:4538.03760 validation_1-mae:6010.50488 [1046] validation_0-mae:4536.15430 validation_1-mae:6010.78320 [1047] validation_0-mae:4534.75342 validation_1-mae:6010.83887 [1048] validation_0-mae:4533.55322 validation_1-mae:6010.75098 [1049] validation_0-mae:4530.95801 validation_1-mae:6009.88037 [1050] validation_0-mae:4530.47998 validation_1-mae:6009.86279 [1051] validation_0-mae:4529.95312 validation_1-mae:6009.79443 [1052] validation_0-mae:4528.66406 validation_1-mae:6009.98682 [1053] validation_0-mae:4527.24414 validation_1-mae:6009.56885 [1054] validation_0-mae:4525.37256 validation_1-mae:6008.95557 [1055] validation_0-mae:4524.88281 validation_1-mae:6008.96973 [1056] validation_0-mae:4523.73486 validation_1-mae:6008.70459 [1057] validation_0-mae:4522.72852 validation_1-mae:6008.60205 [1058] validation_0-mae:4521.68457 validation_1-mae:6008.36523 [1059] validation_0-mae:4519.93945 validation_1-mae:6007.91650 [1060] validation_0-mae:4518.66699 validation_1-mae:6008.22363 [1061] validation_0-mae:4517.75391 validation_1-mae:6008.01416 [1062] validation_0-mae:4515.93555 validation_1-mae:6007.98828 [1063] validation_0-mae:4514.52686 validation_1-mae:6007.78418 [1064] validation_0-mae:4512.82861 validation_1-mae:6008.40918 [1065] validation_0-mae:4510.97852 validation_1-mae:6007.77686 [1066] validation_0-mae:4509.15869 validation_1-mae:6006.83447 [1067] validation_0-mae:4508.45068 validation_1-mae:6006.45557 [1068] validation_0-mae:4507.50830 validation_1-mae:6006.64893 [1069] validation_0-mae:4505.80615 validation_1-mae:6005.88867 [1070] validation_0-mae:4504.65332 validation_1-mae:6005.46387 [1071] validation_0-mae:4502.92871 validation_1-mae:6005.66797 [1072] validation_0-mae:4501.64404 validation_1-mae:6005.49512 [1073] validation_0-mae:4500.80029 validation_1-mae:6006.08057 [1074] validation_0-mae:4499.20605 validation_1-mae:6005.14160 [1075] validation_0-mae:4498.08203 validation_1-mae:6005.14551 [1076] validation_0-mae:4495.73242 validation_1-mae:6003.97412 [1077] validation_0-mae:4494.23438 validation_1-mae:6003.54346 [1078] validation_0-mae:4492.98047 validation_1-mae:6004.02588 [1079] validation_0-mae:4490.94287 validation_1-mae:6002.83008 [1080] validation_0-mae:4489.10645 validation_1-mae:6002.95508 [1081] validation_0-mae:4487.38477 validation_1-mae:6002.84228 [1082] validation_0-mae:4485.91650 validation_1-mae:6002.29639 [1083] validation_0-mae:4484.48828 validation_1-mae:6002.38184 [1084] validation_0-mae:4483.09082 validation_1-mae:6001.70557 [1085] validation_0-mae:4481.03809 validation_1-mae:6001.09326 [1086] validation_0-mae:4479.40869 validation_1-mae:6001.02637 [1087] validation_0-mae:4477.68408 validation_1-mae:6001.07324 [1088] validation_0-mae:4476.53857 validation_1-mae:6000.82471 [1089] validation_0-mae:4475.80811 validation_1-mae:6001.39355 [1090] validation_0-mae:4474.90820 validation_1-mae:6001.15527 [1091] validation_0-mae:4473.69434 validation_1-mae:6001.44824 [1092] validation_0-mae:4473.11719 validation_1-mae:6001.30908 [1093] validation_0-mae:4471.87891 validation_1-mae:6001.52832 [1094] validation_0-mae:4470.21875 validation_1-mae:6000.96387 [1095] validation_0-mae:4468.98096 validation_1-mae:6000.70703 [1096] validation_0-mae:4467.88281 validation_1-mae:6000.02637 [1097] validation_0-mae:4466.61133 validation_1-mae:6000.22656 [1098] validation_0-mae:4466.06006 validation_1-mae:5999.96191 [1099] validation_0-mae:4465.17969 validation_1-mae:5999.77148 [1100] validation_0-mae:4463.39502 validation_1-mae:5999.64746 [1101] validation_0-mae:4460.91650 validation_1-mae:5999.03760 [1102] validation_0-mae:4458.33984 validation_1-mae:5999.19043 [1103] validation_0-mae:4457.29932 validation_1-mae:5999.72900 [1104] validation_0-mae:4455.90186 validation_1-mae:5999.39844 [1105] validation_0-mae:4454.77344 validation_1-mae:5999.33057 [1106] validation_0-mae:4453.52148 validation_1-mae:5999.85645 [1107] validation_0-mae:4451.86328 validation_1-mae:5998.92529 [1108] validation_0-mae:4451.62402 validation_1-mae:5998.87305 [1109] validation_0-mae:4451.53857 validation_1-mae:5998.84473 [1110] validation_0-mae:4450.79639 validation_1-mae:5998.59033 [1111] validation_0-mae:4449.13281 validation_1-mae:5998.95459 [1112] validation_0-mae:4447.34326 validation_1-mae:5998.01611 [1113] validation_0-mae:4446.46680 validation_1-mae:5998.21875 [1114] validation_0-mae:4445.12939 validation_1-mae:5998.18262 [1115] validation_0-mae:4443.75732 validation_1-mae:5997.64209 [1116] validation_0-mae:4441.72949 validation_1-mae:5997.46777 [1117] validation_0-mae:4439.88525 validation_1-mae:5997.69092 [1118] validation_0-mae:4438.75391 validation_1-mae:5997.66211 [1119] validation_0-mae:4437.55420 validation_1-mae:5997.50537 [1120] validation_0-mae:4436.50537 validation_1-mae:5997.13379 [1121] validation_0-mae:4435.10498 validation_1-mae:5997.15625 [1122] validation_0-mae:4433.55566 validation_1-mae:5996.68408 [1123] validation_0-mae:4432.34668 validation_1-mae:5997.08643 [1124] validation_0-mae:4431.14258 validation_1-mae:5996.85254 [1125] validation_0-mae:4430.30322 validation_1-mae:5996.81738 [1126] validation_0-mae:4429.32031 validation_1-mae:5996.96484 [1127] validation_0-mae:4427.88525 validation_1-mae:5996.82617 [1128] validation_0-mae:4426.88135 validation_1-mae:5996.95605 [1129] validation_0-mae:4426.08008 validation_1-mae:5997.05176 [1130] validation_0-mae:4424.68018 validation_1-mae:5996.29102 [1131] validation_0-mae:4422.95068 validation_1-mae:5996.88086 [1132] validation_0-mae:4421.44678 validation_1-mae:5996.84228 [1133] validation_0-mae:4420.04932 validation_1-mae:5997.61865 [1134] validation_0-mae:4419.42139 validation_1-mae:5997.32373 [1135] validation_0-mae:4418.95312 validation_1-mae:5996.70264 [1136] validation_0-mae:4418.69336 validation_1-mae:5996.70947 [1137] validation_0-mae:4418.00488 validation_1-mae:5996.68799 [1138] validation_0-mae:4417.56982 validation_1-mae:5996.40576 [1139] validation_0-mae:4416.51172 validation_1-mae:5995.94824 [1140] validation_0-mae:4416.29980 validation_1-mae:5996.19580 [1141] validation_0-mae:4414.92969 validation_1-mae:5995.60303 [1142] validation_0-mae:4413.85059 validation_1-mae:5995.91943 [1143] validation_0-mae:4412.84619 validation_1-mae:5995.61426 [1144] validation_0-mae:4412.33252 validation_1-mae:5995.40625 [1145] validation_0-mae:4411.57227 validation_1-mae:5995.46045 [1146] validation_0-mae:4410.76367 validation_1-mae:5995.31103 [1147] validation_0-mae:4410.16553 validation_1-mae:5995.27978 [1148] validation_0-mae:4409.42725 validation_1-mae:5994.97412 [1149] validation_0-mae:4408.40772 validation_1-mae:5994.96631 [1150] validation_0-mae:4407.85449 validation_1-mae:5995.06494 [1151] validation_0-mae:4406.97070 validation_1-mae:5994.75244 [1152] validation_0-mae:4406.45801 validation_1-mae:5994.48633 [1153] validation_0-mae:4404.00391 validation_1-mae:5993.82959 [1154] validation_0-mae:4402.91602 validation_1-mae:5994.29932 [1155] validation_0-mae:4401.98193 validation_1-mae:5994.17529 [1156] validation_0-mae:4400.43555 validation_1-mae:5994.67773 [1157] validation_0-mae:4399.16309 validation_1-mae:5994.90772 [1158] validation_0-mae:4398.40625 validation_1-mae:5994.87939 [1159] validation_0-mae:4398.37256 validation_1-mae:5994.93897 [1160] validation_0-mae:4397.17432 validation_1-mae:5994.68701 [1161] validation_0-mae:4394.88867 validation_1-mae:5994.49561 [1162] validation_0-mae:4393.92188 validation_1-mae:5994.31445 [1163] validation_0-mae:4393.56836 validation_1-mae:5994.06982 [1164] validation_0-mae:4392.04346 validation_1-mae:5994.22852 [1165] validation_0-mae:4390.19092 validation_1-mae:5994.17871 [1166] validation_0-mae:4389.62353 validation_1-mae:5994.31348 [1167] validation_0-mae:4388.55664 validation_1-mae:5994.57715 [1168] validation_0-mae:4387.21143 validation_1-mae:5994.65918 [1169] validation_0-mae:4386.10889 validation_1-mae:5994.64746 [1170] validation_0-mae:4385.54834 validation_1-mae:5994.61035 [1171] validation_0-mae:4384.73779 validation_1-mae:5994.72119 [1172] validation_0-mae:4383.91748 validation_1-mae:5994.66895 [1173] validation_0-mae:4383.03369 validation_1-mae:5994.55127 [1174] validation_0-mae:4381.85791 validation_1-mae:5994.51807 [1175] validation_0-mae:4380.79004 validation_1-mae:5994.20703 [1176] validation_0-mae:4380.33447 validation_1-mae:5994.15967 [1177] validation_0-mae:4380.05957 validation_1-mae:5994.13477 [1178] validation_0-mae:4379.61426 validation_1-mae:5994.31103 [1179] validation_0-mae:4378.91846 validation_1-mae:5994.30713 [1180] validation_0-mae:4378.64453 validation_1-mae:5994.17969 [1181] validation_0-mae:4377.58105 validation_1-mae:5993.70801 [1182] validation_0-mae:4376.86035 validation_1-mae:5993.63330 [1183] validation_0-mae:4375.93066 validation_1-mae:5993.52197 [1184] validation_0-mae:4375.23682 validation_1-mae:5993.52441 [1185] validation_0-mae:4375.05371 validation_1-mae:5993.46973 [1186] validation_0-mae:4374.23730 validation_1-mae:5993.73193 [1187] validation_0-mae:4373.94434 validation_1-mae:5993.59814 [1188] validation_0-mae:4373.50000 validation_1-mae:5993.53320 [1189] validation_0-mae:4372.98047 validation_1-mae:5993.48193 [1190] validation_0-mae:4372.13672 validation_1-mae:5993.55469 [1191] validation_0-mae:4370.26465 validation_1-mae:5993.24414 [1192] validation_0-mae:4368.44531 validation_1-mae:5993.43652 [1193] validation_0-mae:4367.21387 validation_1-mae:5993.45801 [1194] validation_0-mae:4366.06152 validation_1-mae:5993.13232 [1195] validation_0-mae:4365.10840 validation_1-mae:5992.68848 [1196] validation_0-mae:4364.14844 validation_1-mae:5992.96875 [1197] validation_0-mae:4362.89062 validation_1-mae:5992.98730 [1198] validation_0-mae:4361.11768 validation_1-mae:5992.82715 [1199] validation_0-mae:4360.24121 validation_1-mae:5992.88525 [1200] validation_0-mae:4359.03223 validation_1-mae:5992.99316 [1201] validation_0-mae:4358.24951 validation_1-mae:5993.37109 [1202] validation_0-mae:4357.24023 validation_1-mae:5993.35938 [1203] validation_0-mae:4356.67773 validation_1-mae:5993.49219 [1204] validation_0-mae:4356.07324 validation_1-mae:5993.44922 [1205] validation_0-mae:4355.34326 validation_1-mae:5993.38330 [1206] validation_0-mae:4354.81103 validation_1-mae:5993.17920 [1207] validation_0-mae:4354.16699 validation_1-mae:5993.24316 [1208] validation_0-mae:4353.55957 validation_1-mae:5993.14600 [1209] validation_0-mae:4352.68164 validation_1-mae:5993.04346 [1210] validation_0-mae:4351.37988 validation_1-mae:5992.22314 [1211] validation_0-mae:4350.71680 validation_1-mae:5992.26562 [1212] validation_0-mae:4350.12500 validation_1-mae:5992.51855 [1213] validation_0-mae:4348.86084 validation_1-mae:5992.16992 [1214] validation_0-mae:4347.26953 validation_1-mae:5991.43897 [1215] validation_0-mae:4346.07275 validation_1-mae:5990.95557 [1216] validation_0-mae:4345.08447 validation_1-mae:5990.59033 [1217] validation_0-mae:4344.28857 validation_1-mae:5990.85693 [1218] validation_0-mae:4343.73877 validation_1-mae:5990.76660 [1219] validation_0-mae:4342.96387 validation_1-mae:5990.21533 [1220] validation_0-mae:4342.24023 validation_1-mae:5990.20459 [1221] validation_0-mae:4341.29541 validation_1-mae:5989.69922 [1222] validation_0-mae:4340.42188 validation_1-mae:5989.77686 [1223] validation_0-mae:4339.80273 validation_1-mae:5989.63135 [1224] validation_0-mae:4339.25439 validation_1-mae:5989.27148 [1225] validation_0-mae:4337.47022 validation_1-mae:5988.93115 [1226] validation_0-mae:4336.63330 validation_1-mae:5989.03125 [1227] validation_0-mae:4335.14355 validation_1-mae:5989.16211 [1228] validation_0-mae:4334.24756 validation_1-mae:5988.83057 [1229] validation_0-mae:4333.35938 validation_1-mae:5988.79004 [1230] validation_0-mae:4333.05615 validation_1-mae:5989.13770 [1231] validation_0-mae:4332.51221 validation_1-mae:5989.04492 [1232] validation_0-mae:4331.84814 validation_1-mae:5988.71533 [1233] validation_0-mae:4330.52637 validation_1-mae:5988.69775 [1234] validation_0-mae:4329.67188 validation_1-mae:5988.93506 [1235] validation_0-mae:4328.80859 validation_1-mae:5988.78613 [1236] validation_0-mae:4328.23047 validation_1-mae:5988.77295 [1237] validation_0-mae:4327.76025 validation_1-mae:5988.66504 [1238] validation_0-mae:4327.47705 validation_1-mae:5988.35059 [1239] validation_0-mae:4326.16650 validation_1-mae:5988.64404 [1240] validation_0-mae:4325.35840 validation_1-mae:5989.35693 [1241] validation_0-mae:4324.08838 validation_1-mae:5989.69482 [1242] validation_0-mae:4323.47461 validation_1-mae:5989.55029 [1243] validation_0-mae:4322.54932 validation_1-mae:5989.71875 [1244] validation_0-mae:4321.78272 validation_1-mae:5989.91992 [1245] validation_0-mae:4320.77197 validation_1-mae:5989.82129 [1246] validation_0-mae:4320.05078 validation_1-mae:5989.85986 [1247] validation_0-mae:4319.78223 validation_1-mae:5989.82568 [1248] validation_0-mae:4318.67725 validation_1-mae:5989.62988 [1249] validation_0-mae:4317.71875 validation_1-mae:5989.46777 [1250] validation_0-mae:4316.29590 validation_1-mae:5989.39697 [1251] validation_0-mae:4315.34912 validation_1-mae:5989.16064 [1252] validation_0-mae:4314.60400 validation_1-mae:5988.76953 [1253] validation_0-mae:4314.12256 validation_1-mae:5988.34180 [1254] validation_0-mae:4313.71924 validation_1-mae:5988.40723 [1255] validation_0-mae:4312.83838 validation_1-mae:5987.77783 [1256] validation_0-mae:4311.97119 validation_1-mae:5987.57959 [1257] validation_0-mae:4311.55322 validation_1-mae:5987.55469 [1258] validation_0-mae:4310.98193 validation_1-mae:5987.60059 [1259] validation_0-mae:4310.39209 validation_1-mae:5987.86523 [1260] validation_0-mae:4309.84961 validation_1-mae:5987.52978 [1261] validation_0-mae:4309.63867 validation_1-mae:5987.56397 [1262] validation_0-mae:4309.43311 validation_1-mae:5987.67188 [1263] validation_0-mae:4308.56445 validation_1-mae:5988.15869 [1264] validation_0-mae:4307.99658 validation_1-mae:5988.26074 [1265] validation_0-mae:4307.51758 validation_1-mae:5988.38672 [1266] validation_0-mae:4306.87647 validation_1-mae:5988.34473 [1267] validation_0-mae:4306.10010 validation_1-mae:5988.27588 [1268] validation_0-mae:4305.45410 validation_1-mae:5988.47119 [1269] validation_0-mae:4305.01904 validation_1-mae:5988.52246 [1270] validation_0-mae:4304.49853 validation_1-mae:5988.35840 [1271] validation_0-mae:4304.36816 validation_1-mae:5988.41748 [1272] validation_0-mae:4303.23389 validation_1-mae:5987.82227 [1273] validation_0-mae:4302.06543 validation_1-mae:5987.87353 [1274] validation_0-mae:4300.76074 validation_1-mae:5988.38623 [1275] validation_0-mae:4299.65381 validation_1-mae:5987.84912 [1276] validation_0-mae:4298.27881 validation_1-mae:5987.18994 [1277] validation_0-mae:4297.12256 validation_1-mae:5987.30029 [1278] validation_0-mae:4296.34522 validation_1-mae:5987.06689 [1279] validation_0-mae:4295.55225 validation_1-mae:5987.99658 [1280] validation_0-mae:4293.47168 validation_1-mae:5987.83154 [1281] validation_0-mae:4292.40527 validation_1-mae:5987.91650 [1282] validation_0-mae:4291.76074 validation_1-mae:5988.01172 [1283] validation_0-mae:4291.42041 validation_1-mae:5988.03369 [1284] validation_0-mae:4290.34619 validation_1-mae:5988.45117 [1285] validation_0-mae:4289.51416 validation_1-mae:5988.53369 [1286] validation_0-mae:4288.89502 validation_1-mae:5988.78027 [1287] validation_0-mae:4288.09375 validation_1-mae:5988.45703 [1288] validation_0-mae:4287.16211 validation_1-mae:5988.21875 [1289] validation_0-mae:4286.83105 validation_1-mae:5988.14844 [1290] validation_0-mae:4285.98975 validation_1-mae:5987.67383 [1291] validation_0-mae:4285.30420 validation_1-mae:5987.68311 [1292] validation_0-mae:4284.53418 validation_1-mae:5987.54346 [1293] validation_0-mae:4283.90820 validation_1-mae:5987.64404 [1294] validation_0-mae:4283.08691 validation_1-mae:5987.47656 [1295] validation_0-mae:4281.38672 validation_1-mae:5987.88965 [1296] validation_0-mae:4279.84375 validation_1-mae:5987.90576 [1297] validation_0-mae:4278.92090 validation_1-mae:5987.75000 [1298] validation_0-mae:4278.37744 validation_1-mae:5988.30811 [1299] validation_0-mae:4277.66895 validation_1-mae:5988.53613 [1300] validation_0-mae:4277.11816 validation_1-mae:5988.57422 [1301] validation_0-mae:4276.51855 validation_1-mae:5988.56006 [1302] validation_0-mae:4276.46533 validation_1-mae:5988.60742 [1303] validation_0-mae:4275.29004 validation_1-mae:5988.56982 [1304] validation_0-mae:4273.18848 validation_1-mae:5988.31543 [1305] validation_0-mae:4271.99463 validation_1-mae:5988.89844 [1306] validation_0-mae:4270.72412 validation_1-mae:5988.65332 [1307] validation_0-mae:4269.40381 validation_1-mae:5988.47070 [1308] validation_0-mae:4268.24902 validation_1-mae:5987.72314 [1309] validation_0-mae:4267.82031 validation_1-mae:5987.45166 [1310] validation_0-mae:4267.44336 validation_1-mae:5987.39404 [1311] validation_0-mae:4267.06689 validation_1-mae:5987.27734 [1312] validation_0-mae:4266.30322 validation_1-mae:5987.49609 [1313] validation_0-mae:4265.23389 validation_1-mae:5987.84619 [1314] validation_0-mae:4264.51221 validation_1-mae:5987.62598 [1315] validation_0-mae:4263.91357 validation_1-mae:5987.42334 [1316] validation_0-mae:4263.31348 validation_1-mae:5987.74756 [1317] validation_0-mae:4262.24072 validation_1-mae:5987.77100 [1318] validation_0-mae:4261.67871 validation_1-mae:5987.72754 [1319] validation_0-mae:4260.98242 validation_1-mae:5987.36328 [1320] validation_0-mae:4260.66406 validation_1-mae:5987.09717 [1321] validation_0-mae:4260.61279 validation_1-mae:5987.12353 [1322] validation_0-mae:4260.13330 validation_1-mae:5987.53564 [1323] validation_0-mae:4258.31397 validation_1-mae:5987.91602 [1324] validation_0-mae:4257.09619 validation_1-mae:5987.98926 [1325] validation_0-mae:4256.14746 validation_1-mae:5987.73291 [1326] validation_0-mae:4254.91602 validation_1-mae:5987.83301 [1327] validation_0-mae:4254.39844 validation_1-mae:5987.45215 [1328] validation_0-mae:4254.12353 validation_1-mae:5987.69678 [1329] validation_0-mae:4253.80664 validation_1-mae:5987.54541 [1330] validation_0-mae:4252.76416 validation_1-mae:5987.57080 [1331] validation_0-mae:4252.64697 validation_1-mae:5987.57812 [1332] validation_0-mae:4251.82520 validation_1-mae:5987.52246 [1333] validation_0-mae:4251.20410 validation_1-mae:5987.79785 [1334] validation_0-mae:4250.42041 validation_1-mae:5988.04883 [1335] validation_0-mae:4250.12256 validation_1-mae:5987.89990 [1336] validation_0-mae:4248.84277 validation_1-mae:5987.51709 [1337] validation_0-mae:4247.71582 validation_1-mae:5987.62988 [1338] validation_0-mae:4246.67383 validation_1-mae:5987.51416 [1339] validation_0-mae:4245.90772 validation_1-mae:5987.49121 [1340] validation_0-mae:4244.92090 validation_1-mae:5987.24023 [1341] validation_0-mae:4243.74463 validation_1-mae:5987.18848 [1342] validation_0-mae:4243.13428 validation_1-mae:5987.09814 [1343] validation_0-mae:4242.54248 validation_1-mae:5986.97510 [1344] validation_0-mae:4241.99853 validation_1-mae:5987.06689 [1345] validation_0-mae:4240.87061 validation_1-mae:5987.26123 [1346] validation_0-mae:4239.85889 validation_1-mae:5986.93164 [1347] validation_0-mae:4239.07959 validation_1-mae:5987.18457 [1348] validation_0-mae:4238.40772 validation_1-mae:5986.49951 [1349] validation_0-mae:4237.60938 validation_1-mae:5986.33691 [1350] validation_0-mae:4236.30469 validation_1-mae:5985.98096 [1351] validation_0-mae:4234.50000 validation_1-mae:5985.49658 [1352] validation_0-mae:4233.04590 validation_1-mae:5985.42139 [1353] validation_0-mae:4232.29590 validation_1-mae:5985.05566 [1354] validation_0-mae:4231.30811 validation_1-mae:5985.40625 [1355] validation_0-mae:4230.38037 validation_1-mae:5985.24756 [1356] validation_0-mae:4230.26953 validation_1-mae:5985.25147 [1357] validation_0-mae:4229.39795 validation_1-mae:5985.42627 [1358] validation_0-mae:4228.80176 validation_1-mae:5985.61572 [1359] validation_0-mae:4227.64014 validation_1-mae:5985.38330 [1360] validation_0-mae:4226.39941 validation_1-mae:5985.32812 [1361] validation_0-mae:4225.61621 validation_1-mae:5985.43994 [1362] validation_0-mae:4224.70459 validation_1-mae:5984.95605 [1363] validation_0-mae:4224.56397 validation_1-mae:5984.87598 [1364] validation_0-mae:4223.62500 validation_1-mae:5984.77051 [1365] validation_0-mae:4222.82568 validation_1-mae:5984.92285 [1366] validation_0-mae:4221.80127 validation_1-mae:5984.76318 [1367] validation_0-mae:4219.34082 validation_1-mae:5985.92578 [1368] validation_0-mae:4218.55957 validation_1-mae:5986.12988 [1369] validation_0-mae:4217.48389 validation_1-mae:5985.93994 [1370] validation_0-mae:4216.70898 validation_1-mae:5985.53369 [1371] validation_0-mae:4215.36719 validation_1-mae:5985.70654 [1372] validation_0-mae:4213.98096 validation_1-mae:5985.53320 [1373] validation_0-mae:4213.36865 validation_1-mae:5985.50928 [1374] validation_0-mae:4212.95068 validation_1-mae:5985.16455 [1375] validation_0-mae:4211.71436 validation_1-mae:5984.63770 [1376] validation_0-mae:4211.46143 validation_1-mae:5984.67627 [1377] validation_0-mae:4210.65576 validation_1-mae:5984.39746 [1378] validation_0-mae:4209.62061 validation_1-mae:5984.72852 [1379] validation_0-mae:4208.54297 validation_1-mae:5984.62647 [1380] validation_0-mae:4207.64209 validation_1-mae:5984.70898 [1381] validation_0-mae:4207.50684 validation_1-mae:5984.76562 [1382] validation_0-mae:4206.76660 validation_1-mae:5984.84766 [1383] validation_0-mae:4206.00439 validation_1-mae:5984.66406 [1384] validation_0-mae:4205.03272 validation_1-mae:5984.24609 [1385] validation_0-mae:4204.21680 validation_1-mae:5984.33398 [1386] validation_0-mae:4203.81641 validation_1-mae:5984.50635 [1387] validation_0-mae:4203.57227 validation_1-mae:5984.40869 [1388] validation_0-mae:4202.47559 validation_1-mae:5984.34522 [1389] validation_0-mae:4201.76904 validation_1-mae:5984.27734 [1390] validation_0-mae:4201.10254 validation_1-mae:5984.47705 [1391] validation_0-mae:4200.67188 validation_1-mae:5984.41406 [1392] validation_0-mae:4199.35693 validation_1-mae:5984.57031 [1393] validation_0-mae:4198.42334 validation_1-mae:5984.41162 [1394] validation_0-mae:4197.32568 validation_1-mae:5984.40625 [1395] validation_0-mae:4195.93652 validation_1-mae:5983.97754 [1396] validation_0-mae:4195.02637 validation_1-mae:5984.07764 [1397] validation_0-mae:4193.31934 validation_1-mae:5983.23730 [1398] validation_0-mae:4192.52832 validation_1-mae:5983.20068 [1399] validation_0-mae:4191.69482 validation_1-mae:5983.46387 [1400] validation_0-mae:4190.45117 validation_1-mae:5983.71143 [1401] validation_0-mae:4189.48486 validation_1-mae:5983.78027 [1402] validation_0-mae:4188.59619 validation_1-mae:5983.69287 [1403] validation_0-mae:4187.62891 validation_1-mae:5983.81885 [1404] validation_0-mae:4186.09619 validation_1-mae:5983.58838 [1405] validation_0-mae:4184.62500 validation_1-mae:5983.16699 [1406] validation_0-mae:4183.44336 validation_1-mae:5982.84717 [1407] validation_0-mae:4182.46875 validation_1-mae:5982.59033 [1408] validation_0-mae:4182.02197 validation_1-mae:5982.73975 [1409] validation_0-mae:4181.66895 validation_1-mae:5982.89844 [1410] validation_0-mae:4180.65088 validation_1-mae:5983.03369 [1411] validation_0-mae:4179.56152 validation_1-mae:5983.07861 [1412] validation_0-mae:4177.76025 validation_1-mae:5983.24365 [1413] validation_0-mae:4176.35498 validation_1-mae:5983.31543 [1414] validation_0-mae:4175.14160 validation_1-mae:5982.63574 [1415] validation_0-mae:4173.86670 validation_1-mae:5982.19287 [1416] validation_0-mae:4172.74707 validation_1-mae:5982.14893 [1417] validation_0-mae:4171.13428 validation_1-mae:5981.85889 [1418] validation_0-mae:4169.98877 validation_1-mae:5981.42773 [1419] validation_0-mae:4168.90918 validation_1-mae:5980.81982 [1420] validation_0-mae:4167.66846 validation_1-mae:5981.23682 [1421] validation_0-mae:4167.26416 validation_1-mae:5981.15869 [1422] validation_0-mae:4166.47705 validation_1-mae:5981.04980 [1423] validation_0-mae:4165.80615 validation_1-mae:5981.24756 [1424] validation_0-mae:4164.62988 validation_1-mae:5981.09570 [1425] validation_0-mae:4163.66797 validation_1-mae:5981.14453 [1426] validation_0-mae:4162.65869 validation_1-mae:5980.71826 [1427] validation_0-mae:4161.10400 validation_1-mae:5980.97607 [1428] validation_0-mae:4160.61865 validation_1-mae:5980.98438 [1429] validation_0-mae:4159.60840 validation_1-mae:5980.56201 [1430] validation_0-mae:4158.40332 validation_1-mae:5980.41064 [1431] validation_0-mae:4156.92383 validation_1-mae:5980.14648 [1432] validation_0-mae:4155.46631 validation_1-mae:5980.64453 [1433] validation_0-mae:4154.36914 validation_1-mae:5980.54932 [1434] validation_0-mae:4153.59375 validation_1-mae:5980.40283 [1435] validation_0-mae:4152.69971 validation_1-mae:5980.43311 [1436] validation_0-mae:4151.53418 validation_1-mae:5980.92920 [1437] validation_0-mae:4150.84570 validation_1-mae:5980.78613 [1438] validation_0-mae:4149.83789 validation_1-mae:5980.98779 [1439] validation_0-mae:4149.46240 validation_1-mae:5981.05420 [1440] validation_0-mae:4148.73242 validation_1-mae:5980.97949 [1441] validation_0-mae:4148.16016 validation_1-mae:5981.05078 [1442] validation_0-mae:4147.68994 validation_1-mae:5981.00879 [1443] validation_0-mae:4147.22412 validation_1-mae:5981.17725 [1444] validation_0-mae:4146.40723 validation_1-mae:5980.92334 [1445] validation_0-mae:4146.05127 validation_1-mae:5980.75147 [1446] validation_0-mae:4145.82568 validation_1-mae:5980.76709 [1447] validation_0-mae:4144.93311 validation_1-mae:5980.71826 [1448] validation_0-mae:4144.17383 validation_1-mae:5981.12939 [1449] validation_0-mae:4143.45264 validation_1-mae:5981.20947 [1450] validation_0-mae:4142.53760 validation_1-mae:5981.21680 [1451] validation_0-mae:4141.80078 validation_1-mae:5981.12158 [1452] validation_0-mae:4141.23438 validation_1-mae:5980.77148 [1453] validation_0-mae:4140.75928 validation_1-mae:5980.70508 [1454] validation_0-mae:4139.53857 validation_1-mae:5980.45117 [1455] validation_0-mae:4138.80664 validation_1-mae:5980.47168 [1456] validation_0-mae:4137.93603 validation_1-mae:5980.79297 [1457] validation_0-mae:4137.55762 validation_1-mae:5980.91357 [1458] validation_0-mae:4137.13721 validation_1-mae:5980.99268 [1459] validation_0-mae:4136.69727 validation_1-mae:5981.11377 [1460] validation_0-mae:4135.78809 validation_1-mae:5981.36572 [1461] validation_0-mae:4135.26758 validation_1-mae:5981.48242 [1462] validation_0-mae:4134.72168 validation_1-mae:5981.78174 [1463] validation_0-mae:4134.36133 validation_1-mae:5981.73926 [1464] validation_0-mae:4133.16797 validation_1-mae:5981.52588 [1465] validation_0-mae:4132.65381 validation_1-mae:5981.65039 [1466] validation_0-mae:4131.08203 validation_1-mae:5980.97168 [1467] validation_0-mae:4130.38184 validation_1-mae:5981.36523 [1468] validation_0-mae:4129.49414 validation_1-mae:5981.52734 [1469] validation_0-mae:4129.13477 validation_1-mae:5981.60156 [1470] validation_0-mae:4128.41260 validation_1-mae:5981.43018 [1471] validation_0-mae:4127.98975 validation_1-mae:5981.65527 [1472] validation_0-mae:4127.47266 validation_1-mae:5981.92529 [1473] validation_0-mae:4126.88916 validation_1-mae:5982.12842 [1474] validation_0-mae:4125.64844 validation_1-mae:5981.92871 [1475] validation_0-mae:4125.28467 validation_1-mae:5981.79346 [1476] validation_0-mae:4124.67334 validation_1-mae:5982.17041 [1477] validation_0-mae:4124.44043 validation_1-mae:5982.11475 [1478] validation_0-mae:4123.61133 validation_1-mae:5981.94580 [1479] validation_0-mae:4122.95508 validation_1-mae:5982.02539 [1480] validation_0-mae:4122.30811 validation_1-mae:5982.12207 [1481] validation_0-mae:4122.20459 validation_1-mae:5982.11523 [1482] validation_0-mae:4121.55859 validation_1-mae:5982.06689 [1483] validation_0-mae:4121.07178 validation_1-mae:5981.82324 [1484] validation_0-mae:4120.99707 validation_1-mae:5981.83643 [1485] validation_0-mae:4120.18506 validation_1-mae:5981.82324 [1486] validation_0-mae:4119.60498 validation_1-mae:5981.62695 [1487] validation_0-mae:4118.84814 validation_1-mae:5981.69092 [1488] validation_0-mae:4117.99121 validation_1-mae:5981.61230 [1489] validation_0-mae:4117.28711 validation_1-mae:5981.83154 [1490] validation_0-mae:4116.59766 validation_1-mae:5981.72266 [1491] validation_0-mae:4116.09228 validation_1-mae:5981.81006 [1492] validation_0-mae:4114.34033 validation_1-mae:5981.49365 [1493] validation_0-mae:4112.93652 validation_1-mae:5980.79199 [1494] validation_0-mae:4111.81543 validation_1-mae:5980.34912 [1495] validation_0-mae:4110.26123 validation_1-mae:5980.17236 [1496] validation_0-mae:4109.42236 validation_1-mae:5980.21289 [1497] validation_0-mae:4108.69678 validation_1-mae:5980.42822 [1498] validation_0-mae:4108.13135 validation_1-mae:5980.62598 [1499] validation_0-mae:4107.17480 validation_1-mae:5980.56982 [1500] validation_0-mae:4106.62061 validation_1-mae:5980.53369 [1501] validation_0-mae:4105.32275 validation_1-mae:5980.59814 [1502] validation_0-mae:4104.39697 validation_1-mae:5980.57422 [1503] validation_0-mae:4103.36719 validation_1-mae:5980.67871 [1504] validation_0-mae:4102.71533 validation_1-mae:5980.68164 [1505] validation_0-mae:4102.12891 validation_1-mae:5980.79248 [1506] validation_0-mae:4101.49561 validation_1-mae:5980.66064 [1507] validation_0-mae:4100.62695 validation_1-mae:5980.31836 [1508] validation_0-mae:4099.76318 validation_1-mae:5979.81152 [1509] validation_0-mae:4098.50439 validation_1-mae:5979.52441 [1510] validation_0-mae:4098.08203 validation_1-mae:5979.99219 [1511] validation_0-mae:4097.38672 validation_1-mae:5979.99121 [1512] validation_0-mae:4096.55420 validation_1-mae:5979.76904 [1513] validation_0-mae:4095.59985 validation_1-mae:5979.57373 [1514] validation_0-mae:4095.38013 validation_1-mae:5979.66406 [1515] validation_0-mae:4094.69702 validation_1-mae:5979.61377 [1516] validation_0-mae:4094.68408 validation_1-mae:5979.65137 [1517] validation_0-mae:4094.10962 validation_1-mae:5979.48096 [1518] validation_0-mae:4093.44751 validation_1-mae:5979.91064 [1519] validation_0-mae:4093.30664 validation_1-mae:5979.89941 [1520] validation_0-mae:4093.24292 validation_1-mae:5979.96777 [1521] validation_0-mae:4092.40186 validation_1-mae:5980.05713 [1522] validation_0-mae:4091.64746 validation_1-mae:5979.90918 [1523] validation_0-mae:4090.73682 validation_1-mae:5980.50684 [1524] validation_0-mae:4090.06128 validation_1-mae:5980.50391 [1525] validation_0-mae:4088.94434 validation_1-mae:5979.93994 [1526] validation_0-mae:4088.14282 validation_1-mae:5980.06348 [1527] validation_0-mae:4086.20581 validation_1-mae:5979.02588 [1528] validation_0-mae:4085.04761 validation_1-mae:5978.93066 [1529] validation_0-mae:4083.69385 validation_1-mae:5978.35986 [1530] validation_0-mae:4082.84497 validation_1-mae:5978.22070 [1531] validation_0-mae:4081.28931 validation_1-mae:5978.88086 [1532] validation_0-mae:4080.48511 validation_1-mae:5978.68945 [1533] validation_0-mae:4079.75391 validation_1-mae:5978.72314 [1534] validation_0-mae:4078.84668 validation_1-mae:5979.01074 [1535] validation_0-mae:4078.32251 validation_1-mae:5978.99121 [1536] validation_0-mae:4077.54248 validation_1-mae:5979.02148 [1537] validation_0-mae:4076.86426 validation_1-mae:5979.08350 [1538] validation_0-mae:4076.37085 validation_1-mae:5979.10254 [1539] validation_0-mae:4075.92383 validation_1-mae:5979.17432 [1540] validation_0-mae:4075.15088 validation_1-mae:5978.55908 [1541] validation_0-mae:4074.52124 validation_1-mae:5978.55029 [1542] validation_0-mae:4073.24243 validation_1-mae:5978.63379 [1543] validation_0-mae:4072.55029 validation_1-mae:5978.71094 [1544] validation_0-mae:4071.54077 validation_1-mae:5978.63623 [1545] validation_0-mae:4071.00464 validation_1-mae:5979.06397 [1546] validation_0-mae:4070.40454 validation_1-mae:5979.23145 [1547] validation_0-mae:4070.05884 validation_1-mae:5979.18555 [1548] validation_0-mae:4068.60327 validation_1-mae:5978.97559 [1549] validation_0-mae:4067.94189 validation_1-mae:5979.33154 [1550] validation_0-mae:4067.37354 validation_1-mae:5979.68994 [1551] validation_0-mae:4066.80566 validation_1-mae:5979.58740 [1552] validation_0-mae:4066.53662 validation_1-mae:5979.50342 [1553] validation_0-mae:4065.73120 validation_1-mae:5979.27637 [1554] validation_0-mae:4065.37109 validation_1-mae:5979.23291 [1555] validation_0-mae:4064.08203 validation_1-mae:5979.02832 [1556] validation_0-mae:4062.91748 validation_1-mae:5978.99658 [1557] validation_0-mae:4062.49536 validation_1-mae:5978.56152 [1558] validation_0-mae:4061.78174 validation_1-mae:5978.87695 [1559] validation_0-mae:4061.08447 validation_1-mae:5979.06250 [1560] validation_0-mae:4060.76856 validation_1-mae:5978.92773 [1561] validation_0-mae:4059.25000 validation_1-mae:5979.17725 [1562] validation_0-mae:4057.40405 validation_1-mae:5978.43701 [1563] validation_0-mae:4056.17969 validation_1-mae:5978.09131 [1564] validation_0-mae:4055.25342 validation_1-mae:5978.40234 [1565] validation_0-mae:4054.15918 validation_1-mae:5978.29199 [1566] validation_0-mae:4052.34644 validation_1-mae:5978.32666 [1567] validation_0-mae:4051.42236 validation_1-mae:5978.40527 [1568] validation_0-mae:4051.17895 validation_1-mae:5978.38574 [1569] validation_0-mae:4049.89160 validation_1-mae:5978.90137 [1570] validation_0-mae:4048.58447 validation_1-mae:5979.09473 [1571] validation_0-mae:4047.36157 validation_1-mae:5979.05469 [1572] validation_0-mae:4046.18750 validation_1-mae:5979.03272 [1573] validation_0-mae:4044.56226 validation_1-mae:5978.61133 [1574] validation_0-mae:4043.14478 validation_1-mae:5978.42236 [1575] validation_0-mae:4042.05737 validation_1-mae:5978.15088 [1576] validation_0-mae:4040.74707 validation_1-mae:5977.94189 [1577] validation_0-mae:4039.96338 validation_1-mae:5978.03076 [1578] validation_0-mae:4039.64941 validation_1-mae:5978.08789 [1579] validation_0-mae:4038.85449 validation_1-mae:5977.93897 [1580] validation_0-mae:4037.82324 validation_1-mae:5978.04785 [1581] validation_0-mae:4037.42261 validation_1-mae:5977.98535 [1582] validation_0-mae:4036.61621 validation_1-mae:5977.79443 [1583] validation_0-mae:4035.15576 validation_1-mae:5978.46045 [1584] validation_0-mae:4033.87036 validation_1-mae:5978.31689 [1585] validation_0-mae:4032.45776 validation_1-mae:5977.90039 [1586] validation_0-mae:4031.44971 validation_1-mae:5978.07715 [1587] validation_0-mae:4030.64893 validation_1-mae:5978.38916 [1588] validation_0-mae:4029.93042 validation_1-mae:5978.27197 [1589] validation_0-mae:4029.30420 validation_1-mae:5978.45850 [1590] validation_0-mae:4028.42358 validation_1-mae:5978.29932 [1591] validation_0-mae:4027.99707 validation_1-mae:5978.41797 [1592] validation_0-mae:4027.11597 validation_1-mae:5978.60352 [1593] validation_0-mae:4026.37280 validation_1-mae:5978.47852 [1594] validation_0-mae:4025.67505 validation_1-mae:5978.65137 [1595] validation_0-mae:4024.62915 validation_1-mae:5978.69336 [1596] validation_0-mae:4023.96362 validation_1-mae:5978.65088 [1597] validation_0-mae:4023.56250 validation_1-mae:5978.75781 [1598] validation_0-mae:4022.62646 validation_1-mae:5978.75586 [1599] validation_0-mae:4021.96899 validation_1-mae:5978.93701 [1600] validation_0-mae:4021.34326 validation_1-mae:5979.26123 [1601] validation_0-mae:4021.02075 validation_1-mae:5979.21143 [1602] validation_0-mae:4020.87964 validation_1-mae:5979.19141 [1603] validation_0-mae:4019.99805 validation_1-mae:5979.71240 [1604] validation_0-mae:4018.97754 validation_1-mae:5979.58301 [1605] validation_0-mae:4017.73169 validation_1-mae:5979.06397 [1606] validation_0-mae:4016.77295 validation_1-mae:5978.78955 [1607] validation_0-mae:4015.43091 validation_1-mae:5978.31055 [1608] validation_0-mae:4014.68042 validation_1-mae:5978.27100 [1609] validation_0-mae:4013.60303 validation_1-mae:5978.51953 [1610] validation_0-mae:4012.66162 validation_1-mae:5978.26660 [1611] validation_0-mae:4011.24780 validation_1-mae:5978.72510 [1612] validation_0-mae:4010.21289 validation_1-mae:5979.13086 [1613] validation_0-mae:4009.75415 validation_1-mae:5979.21094 [1614] validation_0-mae:4009.34863 validation_1-mae:5979.22266 [1615] validation_0-mae:4008.34839 validation_1-mae:5979.32666 [1616] validation_0-mae:4007.80200 validation_1-mae:5979.40967 [1617] validation_0-mae:4006.80005 validation_1-mae:5979.31494 [1618] validation_0-mae:4005.84473 validation_1-mae:5979.32959 [1619] validation_0-mae:4004.81030 validation_1-mae:5979.22998 [1620] validation_0-mae:4003.61255 validation_1-mae:5979.63232 [1621] validation_0-mae:4002.89697 validation_1-mae:5980.38477 [1622] validation_0-mae:4001.85718 validation_1-mae:5980.52783 [1623] validation_0-mae:4000.81299 validation_1-mae:5980.51855 [1624] validation_0-mae:4000.30054 validation_1-mae:5980.65967 [1625] validation_0-mae:3999.87451 validation_1-mae:5980.49756 [1626] validation_0-mae:3999.21411 validation_1-mae:5980.18115 [1627] validation_0-mae:3997.95068 validation_1-mae:5980.37549 [1628] validation_0-mae:3996.65771 validation_1-mae:5980.42773 [1629] validation_0-mae:3996.05322 validation_1-mae:5980.30273 [1630] validation_0-mae:3995.30347 validation_1-mae:5980.60547 [1631] validation_0-mae:3994.99219 validation_1-mae:5980.81152 [1632] validation_0-mae:3993.90186 validation_1-mae:5980.76074 [1633] validation_0-mae:3993.19043 validation_1-mae:5980.70752 [1634] validation_0-mae:3992.88818 validation_1-mae:5980.64893 [1635] validation_0-mae:3992.58813 validation_1-mae:5980.55615 [1636] validation_0-mae:3991.65088 validation_1-mae:5980.64014 [1637] validation_0-mae:3991.01929 validation_1-mae:5980.77344 [1638] validation_0-mae:3989.63965 validation_1-mae:5980.45117 [1639] validation_0-mae:3988.42481 validation_1-mae:5980.43213 [1640] validation_0-mae:3987.83276 validation_1-mae:5980.38428 [1641] validation_0-mae:3987.11353 validation_1-mae:5980.45020 [1642] validation_0-mae:3986.07861 validation_1-mae:5980.06592 [1643] validation_0-mae:3984.87549 validation_1-mae:5979.87402 [1644] validation_0-mae:3984.20630 validation_1-mae:5979.81738 [1645] validation_0-mae:3982.99121 validation_1-mae:5979.53906 [1646] validation_0-mae:3982.43091 validation_1-mae:5979.31934 [1647] validation_0-mae:3981.93579 validation_1-mae:5979.52930 [1648] validation_0-mae:3981.39746 validation_1-mae:5979.58447 [1649] validation_0-mae:3980.76514 validation_1-mae:5979.49707 [1650] validation_0-mae:3980.46362 validation_1-mae:5979.33545 [1651] validation_0-mae:3979.55688 validation_1-mae:5979.09766 [1652] validation_0-mae:3978.85669 validation_1-mae:5979.14014 [1653] validation_0-mae:3977.75830 validation_1-mae:5979.27637 [1654] validation_0-mae:3977.50488 validation_1-mae:5979.24561 [1655] validation_0-mae:3976.73633 validation_1-mae:5979.29248 [1656] validation_0-mae:3976.11353 validation_1-mae:5979.48291 [1657] validation_0-mae:3975.30200 validation_1-mae:5979.58887 [1658] validation_0-mae:3974.65820 validation_1-mae:5979.33398 [1659] validation_0-mae:3973.98877 validation_1-mae:5979.49951 [1660] validation_0-mae:3972.48608 validation_1-mae:5979.29297 [1661] validation_0-mae:3972.00781 validation_1-mae:5979.31299 [1662] validation_0-mae:3971.38062 validation_1-mae:5979.43701 [1663] validation_0-mae:3971.06372 validation_1-mae:5979.76709 [1664] validation_0-mae:3969.86182 validation_1-mae:5979.58057 [1665] validation_0-mae:3968.90698 validation_1-mae:5979.41846 [1666] validation_0-mae:3968.62744 validation_1-mae:5979.46191 [1667] validation_0-mae:3968.11401 validation_1-mae:5979.43799 [1668] validation_0-mae:3967.56348 validation_1-mae:5979.28613 [1669] validation_0-mae:3966.42090 validation_1-mae:5978.40625 [1670] validation_0-mae:3965.74414 validation_1-mae:5978.34814 [1671] validation_0-mae:3965.15381 validation_1-mae:5978.32422 [1672] validation_0-mae:3964.17481 validation_1-mae:5978.59180 [1673] validation_0-mae:3963.25732 validation_1-mae:5978.45850 [1674] validation_0-mae:3962.47583 validation_1-mae:5978.20410 [1675] validation_0-mae:3961.93628 validation_1-mae:5978.25830 [1676] validation_0-mae:3960.45801 validation_1-mae:5977.97022 [1677] validation_0-mae:3959.95117 validation_1-mae:5977.82178 [1678] validation_0-mae:3959.13599 validation_1-mae:5978.06982 [1679] validation_0-mae:3958.61914 validation_1-mae:5978.11572 [1680] validation_0-mae:3958.14429 validation_1-mae:5978.07324 [1681] validation_0-mae:3957.58862 validation_1-mae:5978.22754 [1682] validation_0-mae:3956.67456 validation_1-mae:5978.47656 [1683] validation_0-mae:3956.34009 validation_1-mae:5978.62988 [1684] validation_0-mae:3955.89258 validation_1-mae:5978.36865 [1685] validation_0-mae:3955.13916 validation_1-mae:5978.49268 [1686] validation_0-mae:3954.55664 validation_1-mae:5978.51367 [1687] validation_0-mae:3953.67017 validation_1-mae:5978.81250 [1688] validation_0-mae:3953.33545 validation_1-mae:5978.87939 [1689] validation_0-mae:3952.58057 validation_1-mae:5978.88721 [1690] validation_0-mae:3951.74878 validation_1-mae:5979.03809 [1691] validation_0-mae:3950.62695 validation_1-mae:5979.45557 [1692] validation_0-mae:3950.19946 validation_1-mae:5979.52100 [1693] validation_0-mae:3949.57568 validation_1-mae:5979.44971 [1694] validation_0-mae:3948.92822 validation_1-mae:5979.30859 [1695] validation_0-mae:3948.52979 validation_1-mae:5979.24463 [1696] validation_0-mae:3948.30518 validation_1-mae:5979.24023 [1697] validation_0-mae:3947.53223 validation_1-mae:5979.37158 [1698] validation_0-mae:3947.51416 validation_1-mae:5979.38086 [1699] validation_0-mae:3946.90674 validation_1-mae:5979.27978 Dropping: akiet [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.55859 [13] validation_0-mae:9819.97461 validation_1-mae:9626.75586 [14] validation_0-mae:9418.90527 validation_1-mae:9236.09863 [15] validation_0-mae:9084.41894 validation_1-mae:8908.67090 [16] validation_0-mae:8802.76660 validation_1-mae:8637.26172 [17] validation_0-mae:8567.56836 validation_1-mae:8412.83008 [18] validation_0-mae:8374.73828 validation_1-mae:8224.65137 [19] validation_0-mae:8211.97070 validation_1-mae:8071.71289 [20] validation_0-mae:8069.25439 validation_1-mae:7940.81738 [21] validation_0-mae:7944.89600 validation_1-mae:7832.89844 [22] validation_0-mae:7846.75684 validation_1-mae:7746.73828 [23] validation_0-mae:7760.49268 validation_1-mae:7677.60938 [24] validation_0-mae:7676.77881 validation_1-mae:7599.26318 [25] validation_0-mae:7604.22461 validation_1-mae:7535.94287 [26] validation_0-mae:7548.77930 validation_1-mae:7489.13135 [27] validation_0-mae:7488.50049 validation_1-mae:7435.10059 [28] validation_0-mae:7439.26465 validation_1-mae:7394.01074 [29] validation_0-mae:7397.07129 validation_1-mae:7359.84082 [30] validation_0-mae:7361.33447 validation_1-mae:7329.21094 [31] validation_0-mae:7320.76904 validation_1-mae:7292.67236 [32] validation_0-mae:7292.35889 validation_1-mae:7275.20557 [33] validation_0-mae:7264.15234 validation_1-mae:7254.57568 [34] validation_0-mae:7233.85840 validation_1-mae:7234.61865 [35] validation_0-mae:7202.38184 validation_1-mae:7209.74658 [36] validation_0-mae:7185.14014 validation_1-mae:7196.75684 [37] validation_0-mae:7167.72656 validation_1-mae:7186.32861 [38] validation_0-mae:7142.28711 validation_1-mae:7164.82910 [39] validation_0-mae:7120.92188 validation_1-mae:7147.28467 [40] validation_0-mae:7103.07910 validation_1-mae:7136.83350 [41] validation_0-mae:7086.91162 validation_1-mae:7124.16846 [42] validation_0-mae:7069.83105 validation_1-mae:7113.42480 [43] validation_0-mae:7049.78418 validation_1-mae:7099.61816 [44] validation_0-mae:7037.37158 validation_1-mae:7089.09326 [45] validation_0-mae:7012.11084 validation_1-mae:7068.65283 [46] validation_0-mae:6988.66650 validation_1-mae:7048.85254 [47] validation_0-mae:6972.78711 validation_1-mae:7040.78467 [48] validation_0-mae:6948.10645 validation_1-mae:7022.31934 [49] validation_0-mae:6934.37207 validation_1-mae:7012.98730 [50] validation_0-mae:6917.89600 validation_1-mae:7005.05127 [51] validation_0-mae:6902.00488 validation_1-mae:6993.40772 [52] validation_0-mae:6887.62744 validation_1-mae:6983.01221 [53] validation_0-mae:6878.99463 validation_1-mae:6976.26807 [54] validation_0-mae:6863.93066 validation_1-mae:6965.75537 [55] validation_0-mae:6843.56445 validation_1-mae:6950.49463 [56] validation_0-mae:6821.06250 validation_1-mae:6930.53955 [57] validation_0-mae:6808.46094 validation_1-mae:6922.59424 [58] validation_0-mae:6790.46045 validation_1-mae:6906.95703 [59] validation_0-mae:6777.37402 validation_1-mae:6897.15723 [60] validation_0-mae:6767.13574 validation_1-mae:6891.07227 [61] validation_0-mae:6751.87598 validation_1-mae:6877.42725 [62] validation_0-mae:6735.14746 validation_1-mae:6863.04346 [63] validation_0-mae:6724.79395 validation_1-mae:6854.86426 [64] validation_0-mae:6714.09570 validation_1-mae:6849.31397 [65] validation_0-mae:6706.03613 validation_1-mae:6844.27051 [66] validation_0-mae:6697.14551 validation_1-mae:6836.72412 [67] validation_0-mae:6683.14258 validation_1-mae:6829.01611 [68] validation_0-mae:6670.15332 validation_1-mae:6818.60498 [69] validation_0-mae:6659.28955 validation_1-mae:6808.60449 [70] validation_0-mae:6647.65967 validation_1-mae:6800.48438 [71] validation_0-mae:6637.25342 validation_1-mae:6793.72363 [72] validation_0-mae:6626.35938 validation_1-mae:6788.04736 [73] validation_0-mae:6616.71973 validation_1-mae:6781.17285 [74] validation_0-mae:6609.54932 validation_1-mae:6774.19629 [75] validation_0-mae:6605.69189 validation_1-mae:6771.76318 [76] validation_0-mae:6588.45068 validation_1-mae:6757.78662 [77] validation_0-mae:6580.80225 validation_1-mae:6753.12451 [78] validation_0-mae:6567.50684 validation_1-mae:6740.47070 [79] validation_0-mae:6558.72119 validation_1-mae:6732.95801 [80] validation_0-mae:6548.38672 validation_1-mae:6724.21338 [81] validation_0-mae:6542.08008 validation_1-mae:6719.60889 [82] validation_0-mae:6533.30469 validation_1-mae:6716.56592 [83] validation_0-mae:6526.81738 validation_1-mae:6713.48682 [84] validation_0-mae:6519.72266 validation_1-mae:6709.17627 [85] validation_0-mae:6512.43799 validation_1-mae:6706.16406 [86] validation_0-mae:6506.38818 validation_1-mae:6701.70410 [87] validation_0-mae:6499.51611 validation_1-mae:6698.85352 [88] validation_0-mae:6492.00684 validation_1-mae:6693.14502 [89] validation_0-mae:6482.48291 validation_1-mae:6687.49756 [90] validation_0-mae:6475.97266 validation_1-mae:6682.51172 [91] validation_0-mae:6465.23145 validation_1-mae:6673.59131 [92] validation_0-mae:6459.37207 validation_1-mae:6668.57666 [93] validation_0-mae:6454.79541 validation_1-mae:6664.33252 [94] validation_0-mae:6447.70215 validation_1-mae:6659.50439 [95] validation_0-mae:6442.20947 validation_1-mae:6655.23828 [96] validation_0-mae:6433.46728 validation_1-mae:6647.43262 [97] validation_0-mae:6428.16797 validation_1-mae:6644.76855 [98] validation_0-mae:6415.32520 validation_1-mae:6633.18603 [99] validation_0-mae:6409.65967 validation_1-mae:6629.60059 [100] validation_0-mae:6402.17334 validation_1-mae:6623.44531 [101] validation_0-mae:6399.35498 validation_1-mae:6621.24072 [102] validation_0-mae:6395.47022 validation_1-mae:6620.41943 [103] validation_0-mae:6388.59082 validation_1-mae:6618.19141 [104] validation_0-mae:6382.78125 validation_1-mae:6616.05957 [105] validation_0-mae:6377.95801 validation_1-mae:6613.31152 [106] validation_0-mae:6375.23926 validation_1-mae:6611.44775 [107] validation_0-mae:6367.91455 validation_1-mae:6606.32275 [108] validation_0-mae:6362.46973 validation_1-mae:6601.65283 [109] validation_0-mae:6357.52344 validation_1-mae:6597.72461 [110] validation_0-mae:6348.91748 validation_1-mae:6593.89697 [111] validation_0-mae:6343.11475 validation_1-mae:6588.82324 [112] validation_0-mae:6339.02686 validation_1-mae:6587.42676 [113] validation_0-mae:6333.24707 validation_1-mae:6582.86426 [114] validation_0-mae:6327.52686 validation_1-mae:6579.25732 [115] validation_0-mae:6322.87500 validation_1-mae:6575.18555 [116] validation_0-mae:6315.84375 validation_1-mae:6568.94385 [117] validation_0-mae:6314.15283 validation_1-mae:6568.55664 [118] validation_0-mae:6307.32910 validation_1-mae:6563.55127 [119] validation_0-mae:6301.71875 validation_1-mae:6559.91016 [120] validation_0-mae:6298.10303 validation_1-mae:6556.70947 [121] validation_0-mae:6293.76367 validation_1-mae:6555.26416 [122] validation_0-mae:6285.89746 validation_1-mae:6549.42627 [123] validation_0-mae:6279.06836 validation_1-mae:6546.88818 [124] validation_0-mae:6273.79248 validation_1-mae:6543.03564 [125] validation_0-mae:6267.62647 validation_1-mae:6538.91504 [126] validation_0-mae:6261.92822 validation_1-mae:6535.94922 [127] validation_0-mae:6260.07373 validation_1-mae:6534.00586 [128] validation_0-mae:6255.03418 validation_1-mae:6530.64014 [129] validation_0-mae:6250.92676 validation_1-mae:6529.10352 [130] validation_0-mae:6247.27930 validation_1-mae:6526.26562 [131] validation_0-mae:6243.40869 validation_1-mae:6523.77393 [132] validation_0-mae:6240.24121 validation_1-mae:6521.60645 [133] validation_0-mae:6233.51025 validation_1-mae:6517.83643 [134] validation_0-mae:6226.83643 validation_1-mae:6514.86572 [135] validation_0-mae:6224.29736 validation_1-mae:6513.39160 [136] validation_0-mae:6218.72852 validation_1-mae:6510.92188 [137] validation_0-mae:6213.41699 validation_1-mae:6507.65820 [138] validation_0-mae:6209.91553 validation_1-mae:6504.35303 [139] validation_0-mae:6203.91846 validation_1-mae:6501.40381 [140] validation_0-mae:6201.06689 validation_1-mae:6500.42871 [141] validation_0-mae:6197.93750 validation_1-mae:6498.52637 [142] validation_0-mae:6193.33398 validation_1-mae:6497.49707 [143] validation_0-mae:6186.79492 validation_1-mae:6491.99561 [144] validation_0-mae:6181.77978 validation_1-mae:6488.84131 [145] validation_0-mae:6177.38721 validation_1-mae:6486.64453 [146] validation_0-mae:6173.85400 validation_1-mae:6485.03320 [147] validation_0-mae:6170.36865 validation_1-mae:6483.07080 [148] validation_0-mae:6168.59326 validation_1-mae:6481.57666 [149] validation_0-mae:6166.56738 validation_1-mae:6480.35205 [150] validation_0-mae:6161.04883 validation_1-mae:6477.74561 [151] validation_0-mae:6156.15186 validation_1-mae:6475.84717 [152] validation_0-mae:6150.61279 validation_1-mae:6472.96826 [153] validation_0-mae:6145.92285 validation_1-mae:6470.65381 [154] validation_0-mae:6142.61963 validation_1-mae:6469.77588 [155] validation_0-mae:6138.77100 validation_1-mae:6467.90234 [156] validation_0-mae:6136.14502 validation_1-mae:6465.97852 [157] validation_0-mae:6131.00879 validation_1-mae:6462.01025 [158] validation_0-mae:6127.18311 validation_1-mae:6459.91406 [159] validation_0-mae:6123.24707 validation_1-mae:6456.79199 [160] validation_0-mae:6119.18018 validation_1-mae:6454.59863 [161] validation_0-mae:6110.21289 validation_1-mae:6448.73633 [162] validation_0-mae:6107.77539 validation_1-mae:6447.53272 [163] validation_0-mae:6105.27197 validation_1-mae:6446.68359 [164] validation_0-mae:6100.77783 validation_1-mae:6443.65967 [165] validation_0-mae:6096.14551 validation_1-mae:6441.84375 [166] validation_0-mae:6091.38672 validation_1-mae:6440.09228 [167] validation_0-mae:6087.79346 validation_1-mae:6439.70898 [168] validation_0-mae:6084.32422 validation_1-mae:6438.38379 [169] validation_0-mae:6080.31103 validation_1-mae:6435.09082 [170] validation_0-mae:6077.50977 validation_1-mae:6434.17676 [171] validation_0-mae:6074.10889 validation_1-mae:6431.91309 [172] validation_0-mae:6069.85645 validation_1-mae:6429.46728 [173] validation_0-mae:6065.73779 validation_1-mae:6428.16895 [174] validation_0-mae:6063.03809 validation_1-mae:6427.31103 [175] validation_0-mae:6061.16113 validation_1-mae:6426.84277 [176] validation_0-mae:6057.70947 validation_1-mae:6425.15283 [177] validation_0-mae:6055.24072 validation_1-mae:6424.59375 [178] validation_0-mae:6051.55518 validation_1-mae:6422.02832 [179] validation_0-mae:6047.47852 validation_1-mae:6420.11719 [180] validation_0-mae:6043.34082 validation_1-mae:6418.18701 [181] validation_0-mae:6040.00049 validation_1-mae:6416.16064 [182] validation_0-mae:6034.45459 validation_1-mae:6412.57959 [183] validation_0-mae:6031.74658 validation_1-mae:6410.45703 [184] validation_0-mae:6029.72998 validation_1-mae:6409.50342 [185] validation_0-mae:6026.79004 validation_1-mae:6408.92285 [186] validation_0-mae:6024.20361 validation_1-mae:6407.66699 [187] validation_0-mae:6022.26611 validation_1-mae:6406.38770 [188] validation_0-mae:6019.68603 validation_1-mae:6405.70850 [189] validation_0-mae:6017.98828 validation_1-mae:6404.19580 [190] validation_0-mae:6012.70947 validation_1-mae:6402.71338 [191] validation_0-mae:6010.43652 validation_1-mae:6401.75830 [192] validation_0-mae:6006.39014 validation_1-mae:6400.15674 [193] validation_0-mae:6001.15088 validation_1-mae:6395.59668 [194] validation_0-mae:5996.74170 validation_1-mae:6395.08936 [195] validation_0-mae:5994.10645 validation_1-mae:6394.80762 [196] validation_0-mae:5989.62207 validation_1-mae:6393.24023 [197] validation_0-mae:5987.43018 validation_1-mae:6392.21924 [198] validation_0-mae:5984.01416 validation_1-mae:6391.04150 [199] validation_0-mae:5981.85889 validation_1-mae:6389.10693 [200] validation_0-mae:5975.79053 validation_1-mae:6384.70117 [201] validation_0-mae:5967.92041 validation_1-mae:6379.40527 [202] validation_0-mae:5966.72217 validation_1-mae:6379.09912 [203] validation_0-mae:5963.04590 validation_1-mae:6377.74170 [204] validation_0-mae:5957.63086 validation_1-mae:6373.82471 [205] validation_0-mae:5955.86035 validation_1-mae:6373.20312 [206] validation_0-mae:5948.36572 validation_1-mae:6367.71094 [207] validation_0-mae:5946.39697 validation_1-mae:6367.55762 [208] validation_0-mae:5942.97998 validation_1-mae:6367.08203 [209] validation_0-mae:5938.88037 validation_1-mae:6365.06641 [210] validation_0-mae:5936.01904 validation_1-mae:6363.54980 [211] validation_0-mae:5932.51025 validation_1-mae:6362.56152 [212] validation_0-mae:5925.16406 validation_1-mae:6359.03027 [213] validation_0-mae:5923.61035 validation_1-mae:6359.01514 [214] validation_0-mae:5921.85742 validation_1-mae:6358.42920 [215] validation_0-mae:5918.89209 validation_1-mae:6356.20020 [216] validation_0-mae:5918.11328 validation_1-mae:6356.08350 [217] validation_0-mae:5915.22803 validation_1-mae:6354.42383 [218] validation_0-mae:5914.40478 validation_1-mae:6354.15869 [219] validation_0-mae:5910.69385 validation_1-mae:6353.64307 [220] validation_0-mae:5907.34570 validation_1-mae:6352.55762 [221] validation_0-mae:5902.89893 validation_1-mae:6350.21973 [222] validation_0-mae:5897.32178 validation_1-mae:6346.67480 [223] validation_0-mae:5894.02637 validation_1-mae:6345.80615 [224] validation_0-mae:5891.05225 validation_1-mae:6344.64209 [225] validation_0-mae:5889.45410 validation_1-mae:6344.58496 [226] validation_0-mae:5884.79443 validation_1-mae:6342.47412 [227] validation_0-mae:5881.28272 validation_1-mae:6340.31006 [228] validation_0-mae:5876.76660 validation_1-mae:6337.12305 [229] validation_0-mae:5874.65088 validation_1-mae:6336.16846 [230] validation_0-mae:5872.15039 validation_1-mae:6334.84033 [231] validation_0-mae:5868.59473 validation_1-mae:6332.81445 [232] validation_0-mae:5867.12256 validation_1-mae:6332.16113 [233] validation_0-mae:5863.13330 validation_1-mae:6330.10107 [234] validation_0-mae:5860.31299 validation_1-mae:6328.70020 [235] validation_0-mae:5859.67773 validation_1-mae:6328.46436 [236] validation_0-mae:5857.27637 validation_1-mae:6328.42920 [237] validation_0-mae:5851.75879 validation_1-mae:6327.32471 [238] validation_0-mae:5849.06885 validation_1-mae:6326.18115 [239] validation_0-mae:5845.52148 validation_1-mae:6324.78272 [240] validation_0-mae:5842.60889 validation_1-mae:6323.90088 [241] validation_0-mae:5840.95605 validation_1-mae:6323.36523 [242] validation_0-mae:5838.85645 validation_1-mae:6322.41895 [243] validation_0-mae:5833.73975 validation_1-mae:6319.97949 [244] validation_0-mae:5830.64160 validation_1-mae:6317.95508 [245] validation_0-mae:5828.14111 validation_1-mae:6317.30322 [246] validation_0-mae:5826.06543 validation_1-mae:6316.35498 [247] validation_0-mae:5823.83887 validation_1-mae:6314.45508 [248] validation_0-mae:5819.66992 validation_1-mae:6314.36426 [249] validation_0-mae:5818.82520 validation_1-mae:6314.22998 [250] validation_0-mae:5813.82471 validation_1-mae:6311.13135 [251] validation_0-mae:5812.63086 validation_1-mae:6310.43408 [252] validation_0-mae:5809.80029 validation_1-mae:6308.46533 [253] validation_0-mae:5807.66504 validation_1-mae:6307.52588 [254] validation_0-mae:5803.38965 validation_1-mae:6306.38184 [255] validation_0-mae:5800.60693 validation_1-mae:6305.35156 [256] validation_0-mae:5796.38184 validation_1-mae:6303.09522 [257] validation_0-mae:5787.61475 validation_1-mae:6299.64209 [258] validation_0-mae:5785.48291 validation_1-mae:6299.16553 [259] validation_0-mae:5784.40039 validation_1-mae:6299.03809 [260] validation_0-mae:5782.25244 validation_1-mae:6298.30615 [261] validation_0-mae:5778.78125 validation_1-mae:6296.25977 [262] validation_0-mae:5776.14746 validation_1-mae:6294.25537 [263] validation_0-mae:5773.71191 validation_1-mae:6293.03662 [264] validation_0-mae:5767.14795 validation_1-mae:6289.64014 [265] validation_0-mae:5764.23096 validation_1-mae:6288.48779 [266] validation_0-mae:5763.34424 validation_1-mae:6287.95410 [267] validation_0-mae:5759.47998 validation_1-mae:6286.97852 [268] validation_0-mae:5757.34619 validation_1-mae:6286.59131 [269] validation_0-mae:5755.81836 validation_1-mae:6286.33984 [270] validation_0-mae:5754.76758 validation_1-mae:6285.99853 [271] validation_0-mae:5751.53857 validation_1-mae:6284.66797 [272] validation_0-mae:5750.30713 validation_1-mae:6283.99072 [273] validation_0-mae:5747.88428 validation_1-mae:6282.95410 [274] validation_0-mae:5744.40332 validation_1-mae:6281.68506 [275] validation_0-mae:5742.83691 validation_1-mae:6281.15967 [276] validation_0-mae:5740.87500 validation_1-mae:6280.23340 [277] validation_0-mae:5739.48926 validation_1-mae:6280.58936 [278] validation_0-mae:5738.43994 validation_1-mae:6280.55029 [279] validation_0-mae:5735.48096 validation_1-mae:6278.65527 [280] validation_0-mae:5733.54297 validation_1-mae:6278.87207 [281] validation_0-mae:5730.70264 validation_1-mae:6276.84863 [282] validation_0-mae:5728.20020 validation_1-mae:6275.78125 [283] validation_0-mae:5725.47559 validation_1-mae:6276.05518 [284] validation_0-mae:5723.45166 validation_1-mae:6275.66504 [285] validation_0-mae:5717.85840 validation_1-mae:6271.84522 [286] validation_0-mae:5714.69189 validation_1-mae:6271.42529 [287] validation_0-mae:5711.36572 validation_1-mae:6271.47217 [288] validation_0-mae:5709.34473 validation_1-mae:6269.20752 [289] validation_0-mae:5707.55664 validation_1-mae:6268.25879 [290] validation_0-mae:5704.39844 validation_1-mae:6267.44678 [291] validation_0-mae:5703.00049 validation_1-mae:6266.73535 [292] validation_0-mae:5701.54346 validation_1-mae:6266.66455 [293] validation_0-mae:5699.93213 validation_1-mae:6266.49268 [294] validation_0-mae:5697.93311 validation_1-mae:6266.15723 [295] validation_0-mae:5696.48193 validation_1-mae:6265.23096 [296] validation_0-mae:5695.08740 validation_1-mae:6264.82910 [297] validation_0-mae:5693.44824 validation_1-mae:6264.34814 [298] validation_0-mae:5690.53760 validation_1-mae:6262.91211 [299] validation_0-mae:5687.71094 validation_1-mae:6262.44629 [300] validation_0-mae:5686.10449 validation_1-mae:6262.19385 [301] validation_0-mae:5683.98633 validation_1-mae:6261.61621 [302] validation_0-mae:5680.35547 validation_1-mae:6260.53223 [303] validation_0-mae:5677.22705 validation_1-mae:6258.81592 [304] validation_0-mae:5675.56494 validation_1-mae:6258.64014 [305] validation_0-mae:5673.87451 validation_1-mae:6258.12988 [306] validation_0-mae:5671.66895 validation_1-mae:6256.65625 [307] validation_0-mae:5669.51270 validation_1-mae:6256.11426 [308] validation_0-mae:5665.20361 validation_1-mae:6253.58301 [309] validation_0-mae:5659.34473 validation_1-mae:6250.01367 [310] validation_0-mae:5659.04199 validation_1-mae:6249.80518 [311] validation_0-mae:5655.30518 validation_1-mae:6248.74023 [312] validation_0-mae:5653.25879 validation_1-mae:6248.12695 [313] validation_0-mae:5650.05908 validation_1-mae:6245.80029 [314] validation_0-mae:5648.25147 validation_1-mae:6244.48096 [315] validation_0-mae:5644.87451 validation_1-mae:6243.16943 [316] validation_0-mae:5642.00488 validation_1-mae:6242.44727 [317] validation_0-mae:5640.40332 validation_1-mae:6242.22510 [318] validation_0-mae:5639.27783 validation_1-mae:6241.94385 [319] validation_0-mae:5634.70801 validation_1-mae:6239.01953 [320] validation_0-mae:5632.12061 validation_1-mae:6238.26025 [321] validation_0-mae:5629.55859 validation_1-mae:6237.64697 [322] validation_0-mae:5625.63184 validation_1-mae:6235.77832 [323] validation_0-mae:5624.08838 validation_1-mae:6235.62598 [324] validation_0-mae:5620.80371 validation_1-mae:6233.48486 [325] validation_0-mae:5615.20996 validation_1-mae:6230.36670 [326] validation_0-mae:5611.58838 validation_1-mae:6228.65430 [327] validation_0-mae:5609.13428 validation_1-mae:6227.92090 [328] validation_0-mae:5607.92236 validation_1-mae:6227.08154 [329] validation_0-mae:5607.12305 validation_1-mae:6226.38379 [330] validation_0-mae:5603.20459 validation_1-mae:6224.00244 [331] validation_0-mae:5601.57080 validation_1-mae:6223.40186 [332] validation_0-mae:5599.20166 validation_1-mae:6223.61523 [333] validation_0-mae:5598.59082 validation_1-mae:6223.43506 [334] validation_0-mae:5594.89502 validation_1-mae:6221.05127 [335] validation_0-mae:5592.89600 validation_1-mae:6220.54053 [336] validation_0-mae:5589.76758 validation_1-mae:6219.47949 [337] validation_0-mae:5587.28076 validation_1-mae:6218.46875 [338] validation_0-mae:5586.88672 validation_1-mae:6218.40820 [339] validation_0-mae:5585.38574 validation_1-mae:6218.20654 [340] validation_0-mae:5584.56445 validation_1-mae:6217.95654 [341] validation_0-mae:5582.70264 validation_1-mae:6217.72754 [342] validation_0-mae:5581.37500 validation_1-mae:6217.14502 [343] validation_0-mae:5577.72559 validation_1-mae:6216.25391 [344] validation_0-mae:5573.75049 validation_1-mae:6213.87500 [345] validation_0-mae:5569.96973 validation_1-mae:6211.90332 [346] validation_0-mae:5567.99219 validation_1-mae:6210.66357 [347] validation_0-mae:5565.20068 validation_1-mae:6209.63086 [348] validation_0-mae:5562.87647 validation_1-mae:6208.94824 [349] validation_0-mae:5560.25342 validation_1-mae:6207.78516 [350] validation_0-mae:5557.33203 validation_1-mae:6207.13525 [351] validation_0-mae:5555.35400 validation_1-mae:6206.14990 [352] validation_0-mae:5554.95508 validation_1-mae:6205.88965 [353] validation_0-mae:5554.12598 validation_1-mae:6205.22705 [354] validation_0-mae:5552.27783 validation_1-mae:6204.19385 [355] validation_0-mae:5549.69824 validation_1-mae:6204.31103 [356] validation_0-mae:5547.55029 validation_1-mae:6204.33740 [357] validation_0-mae:5546.50879 validation_1-mae:6203.85889 [358] validation_0-mae:5544.30322 validation_1-mae:6203.40625 [359] validation_0-mae:5541.62500 validation_1-mae:6202.88672 [360] validation_0-mae:5539.33154 validation_1-mae:6201.87988 [361] validation_0-mae:5536.64844 validation_1-mae:6200.14941 [362] validation_0-mae:5533.48730 validation_1-mae:6199.59033 [363] validation_0-mae:5530.05371 validation_1-mae:6198.53320 [364] validation_0-mae:5524.08838 validation_1-mae:6195.82373 [365] validation_0-mae:5521.23438 validation_1-mae:6195.59717 [366] validation_0-mae:5519.34717 validation_1-mae:6194.30176 [367] validation_0-mae:5518.90967 validation_1-mae:6194.39746 [368] validation_0-mae:5517.62061 validation_1-mae:6193.84668 [369] validation_0-mae:5512.24365 validation_1-mae:6192.15430 [370] validation_0-mae:5508.81152 validation_1-mae:6190.51270 [371] validation_0-mae:5506.97070 validation_1-mae:6191.18066 [372] validation_0-mae:5504.25684 validation_1-mae:6189.42969 [373] validation_0-mae:5502.03418 validation_1-mae:6189.31103 [374] validation_0-mae:5499.34277 validation_1-mae:6188.85254 [375] validation_0-mae:5498.24853 validation_1-mae:6188.45508 [376] validation_0-mae:5497.44678 validation_1-mae:6188.20166 [377] validation_0-mae:5496.60840 validation_1-mae:6188.14600 [378] validation_0-mae:5494.58496 validation_1-mae:6188.22168 [379] validation_0-mae:5491.38818 validation_1-mae:6188.08057 [380] validation_0-mae:5490.05713 validation_1-mae:6187.25977 [381] validation_0-mae:5486.59473 validation_1-mae:6184.87012 [382] validation_0-mae:5485.90869 validation_1-mae:6184.82324 [383] validation_0-mae:5483.96728 validation_1-mae:6184.65625 [384] validation_0-mae:5481.45996 validation_1-mae:6184.31397 [385] validation_0-mae:5479.35156 validation_1-mae:6183.77783 [386] validation_0-mae:5476.25977 validation_1-mae:6182.54492 [387] validation_0-mae:5476.00293 validation_1-mae:6182.65674 [388] validation_0-mae:5473.51172 validation_1-mae:6181.90478 [389] validation_0-mae:5471.60645 validation_1-mae:6180.87305 [390] validation_0-mae:5469.86084 validation_1-mae:6180.57764 [391] validation_0-mae:5469.32227 validation_1-mae:6180.42627 [392] validation_0-mae:5467.96680 validation_1-mae:6180.24219 [393] validation_0-mae:5467.62353 validation_1-mae:6180.05518 [394] validation_0-mae:5465.64746 validation_1-mae:6179.52930 [395] validation_0-mae:5464.28125 validation_1-mae:6179.41064 [396] validation_0-mae:5461.68164 validation_1-mae:6178.46973 [397] validation_0-mae:5460.10840 validation_1-mae:6178.44385 [398] validation_0-mae:5458.77100 validation_1-mae:6178.33838 [399] validation_0-mae:5456.38623 validation_1-mae:6177.41016 [400] validation_0-mae:5455.34326 validation_1-mae:6177.20117 [401] validation_0-mae:5454.14062 validation_1-mae:6176.91064 [402] validation_0-mae:5453.23828 validation_1-mae:6176.52051 [403] validation_0-mae:5452.79053 validation_1-mae:6176.46777 [404] validation_0-mae:5451.25342 validation_1-mae:6175.69043 [405] validation_0-mae:5449.68408 validation_1-mae:6175.23682 [406] validation_0-mae:5447.61084 validation_1-mae:6174.39209 [407] validation_0-mae:5445.03906 validation_1-mae:6173.31445 [408] validation_0-mae:5441.84180 validation_1-mae:6173.44238 [409] validation_0-mae:5438.63916 validation_1-mae:6171.31592 [410] validation_0-mae:5436.05127 validation_1-mae:6170.91357 [411] validation_0-mae:5434.29004 validation_1-mae:6170.44189 [412] validation_0-mae:5432.66602 validation_1-mae:6170.31494 [413] validation_0-mae:5430.93701 validation_1-mae:6169.16162 [414] validation_0-mae:5430.25391 validation_1-mae:6169.22656 [415] validation_0-mae:5429.52441 validation_1-mae:6168.33740 [416] validation_0-mae:5428.34033 validation_1-mae:6168.01270 [417] validation_0-mae:5427.41455 validation_1-mae:6167.75928 [418] validation_0-mae:5424.55322 validation_1-mae:6165.82812 [419] validation_0-mae:5419.78125 validation_1-mae:6164.91943 [420] validation_0-mae:5418.30371 validation_1-mae:6164.03857 [421] validation_0-mae:5414.65576 validation_1-mae:6162.31689 [422] validation_0-mae:5411.73730 validation_1-mae:6160.58740 [423] validation_0-mae:5410.19629 validation_1-mae:6160.22705 [424] validation_0-mae:5409.07324 validation_1-mae:6159.75537 [425] validation_0-mae:5408.30518 validation_1-mae:6159.40088 [426] validation_0-mae:5407.60596 validation_1-mae:6159.03711 [427] validation_0-mae:5406.23438 validation_1-mae:6157.79688 [428] validation_0-mae:5404.32764 validation_1-mae:6157.15332 [429] validation_0-mae:5399.68457 validation_1-mae:6154.82275 [430] validation_0-mae:5397.71533 validation_1-mae:6154.20264 [431] validation_0-mae:5395.24219 validation_1-mae:6153.83496 [432] validation_0-mae:5393.00488 validation_1-mae:6152.48389 [433] validation_0-mae:5390.98096 validation_1-mae:6151.33887 [434] validation_0-mae:5389.69678 validation_1-mae:6151.97607 [435] validation_0-mae:5387.63574 validation_1-mae:6152.21436 [436] validation_0-mae:5386.20703 validation_1-mae:6151.65381 [437] validation_0-mae:5383.98926 validation_1-mae:6151.76025 [438] validation_0-mae:5383.16260 validation_1-mae:6151.65381 [439] validation_0-mae:5382.49853 validation_1-mae:6151.55371 [440] validation_0-mae:5380.82959 validation_1-mae:6151.88672 [441] validation_0-mae:5379.16211 validation_1-mae:6150.79688 [442] validation_0-mae:5376.81006 validation_1-mae:6150.75781 [443] validation_0-mae:5375.06836 validation_1-mae:6150.27197 [444] validation_0-mae:5373.46045 validation_1-mae:6150.42236 [445] validation_0-mae:5371.72705 validation_1-mae:6150.51367 [446] validation_0-mae:5370.72022 validation_1-mae:6150.34326 [447] validation_0-mae:5368.05225 validation_1-mae:6149.05957 [448] validation_0-mae:5366.73682 validation_1-mae:6148.56152 [449] validation_0-mae:5363.88037 validation_1-mae:6147.05322 [450] validation_0-mae:5361.53223 validation_1-mae:6146.73096 [451] validation_0-mae:5358.85254 validation_1-mae:6144.05420 [452] validation_0-mae:5356.81299 validation_1-mae:6142.92822 [453] validation_0-mae:5354.78711 validation_1-mae:6141.55615 [454] validation_0-mae:5352.30908 validation_1-mae:6140.40088 [455] validation_0-mae:5352.10059 validation_1-mae:6140.59717 [456] validation_0-mae:5350.98242 validation_1-mae:6140.69531 [457] validation_0-mae:5349.60693 validation_1-mae:6140.18115 [458] validation_0-mae:5347.90772 validation_1-mae:6139.98145 [459] validation_0-mae:5343.82568 validation_1-mae:6138.14111 [460] validation_0-mae:5342.03369 validation_1-mae:6137.31836 [461] validation_0-mae:5338.24072 validation_1-mae:6135.25098 [462] validation_0-mae:5336.08936 validation_1-mae:6134.11768 [463] validation_0-mae:5334.93213 validation_1-mae:6134.21338 [464] validation_0-mae:5332.56055 validation_1-mae:6132.23975 [465] validation_0-mae:5328.53027 validation_1-mae:6129.87988 [466] validation_0-mae:5325.47022 validation_1-mae:6128.87793 [467] validation_0-mae:5324.37695 validation_1-mae:6129.34766 [468] validation_0-mae:5322.92383 validation_1-mae:6129.62061 [469] validation_0-mae:5321.53564 validation_1-mae:6129.31689 [470] validation_0-mae:5319.28955 validation_1-mae:6128.08105 [471] validation_0-mae:5317.88281 validation_1-mae:6128.55469 [472] validation_0-mae:5316.13184 validation_1-mae:6128.84277 [473] validation_0-mae:5313.92139 validation_1-mae:6127.15967 [474] validation_0-mae:5313.10889 validation_1-mae:6126.95605 [475] validation_0-mae:5310.28809 validation_1-mae:6127.28760 [476] validation_0-mae:5307.29590 validation_1-mae:6125.90478 [477] validation_0-mae:5305.46484 validation_1-mae:6125.15674 [478] validation_0-mae:5301.62891 validation_1-mae:6123.84180 [479] validation_0-mae:5298.85596 validation_1-mae:6122.39355 [480] validation_0-mae:5297.26465 validation_1-mae:6122.29688 [481] validation_0-mae:5294.62891 validation_1-mae:6122.37012 [482] validation_0-mae:5294.27051 validation_1-mae:6122.28564 [483] validation_0-mae:5293.94336 validation_1-mae:6122.09082 [484] validation_0-mae:5293.41553 validation_1-mae:6122.51074 [485] validation_0-mae:5292.05322 validation_1-mae:6121.78467 [486] validation_0-mae:5290.10840 validation_1-mae:6121.58252 [487] validation_0-mae:5288.24951 validation_1-mae:6121.14453 [488] validation_0-mae:5287.11914 validation_1-mae:6121.78223 [489] validation_0-mae:5285.97217 validation_1-mae:6120.98145 [490] validation_0-mae:5284.15186 validation_1-mae:6120.62793 [491] validation_0-mae:5282.93457 validation_1-mae:6120.64209 [492] validation_0-mae:5281.90478 validation_1-mae:6120.95654 [493] validation_0-mae:5280.15820 validation_1-mae:6121.98682 [494] validation_0-mae:5277.66797 validation_1-mae:6120.95166 [495] validation_0-mae:5275.90332 validation_1-mae:6119.95459 [496] validation_0-mae:5274.72412 validation_1-mae:6120.06103 [497] validation_0-mae:5272.86719 validation_1-mae:6119.99121 [498] validation_0-mae:5272.13525 validation_1-mae:6119.74414 [499] validation_0-mae:5268.61182 validation_1-mae:6119.86621 [500] validation_0-mae:5266.44824 validation_1-mae:6118.62939 [501] validation_0-mae:5265.13379 validation_1-mae:6118.08301 [502] validation_0-mae:5263.77100 validation_1-mae:6118.13721 [503] validation_0-mae:5262.57178 validation_1-mae:6117.75391 [504] validation_0-mae:5260.97022 validation_1-mae:6117.31641 [505] validation_0-mae:5258.13379 validation_1-mae:6116.23242 [506] validation_0-mae:5257.28027 validation_1-mae:6116.02978 [507] validation_0-mae:5255.71582 validation_1-mae:6115.27051 [508] validation_0-mae:5254.22656 validation_1-mae:6114.74219 [509] validation_0-mae:5251.04346 validation_1-mae:6112.45508 [510] validation_0-mae:5249.72266 validation_1-mae:6112.65332 [511] validation_0-mae:5249.26758 validation_1-mae:6112.73682 [512] validation_0-mae:5248.37207 validation_1-mae:6112.85059 [513] validation_0-mae:5246.68018 validation_1-mae:6112.15772 [514] validation_0-mae:5245.83936 validation_1-mae:6111.88965 [515] validation_0-mae:5243.23242 validation_1-mae:6111.68994 [516] validation_0-mae:5241.25537 validation_1-mae:6111.36914 [517] validation_0-mae:5240.18262 validation_1-mae:6111.01709 [518] validation_0-mae:5238.75732 validation_1-mae:6109.54492 [519] validation_0-mae:5237.32080 validation_1-mae:6109.07861 [520] validation_0-mae:5235.72119 validation_1-mae:6109.66455 [521] validation_0-mae:5233.18848 validation_1-mae:6109.21436 [522] validation_0-mae:5231.50684 validation_1-mae:6109.03076 [523] validation_0-mae:5230.36963 validation_1-mae:6109.06299 [524] validation_0-mae:5229.99072 validation_1-mae:6108.73682 [525] validation_0-mae:5229.38135 validation_1-mae:6108.15869 [526] validation_0-mae:5228.24853 validation_1-mae:6108.06006 [527] validation_0-mae:5227.31982 validation_1-mae:6107.71484 [528] validation_0-mae:5225.57275 validation_1-mae:6107.04785 [529] validation_0-mae:5224.69824 validation_1-mae:6106.57959 [530] validation_0-mae:5222.99707 validation_1-mae:6105.92480 [531] validation_0-mae:5220.42383 validation_1-mae:6106.96289 [532] validation_0-mae:5217.95068 validation_1-mae:6106.52051 [533] validation_0-mae:5216.50488 validation_1-mae:6106.35010 [534] validation_0-mae:5215.57812 validation_1-mae:6106.39062 [535] validation_0-mae:5214.23633 validation_1-mae:6106.83203 [536] validation_0-mae:5212.76465 validation_1-mae:6107.30518 [537] validation_0-mae:5211.46289 validation_1-mae:6106.85498 [538] validation_0-mae:5208.63330 validation_1-mae:6106.14502 [539] validation_0-mae:5207.32471 validation_1-mae:6106.08643 [540] validation_0-mae:5205.17969 validation_1-mae:6104.74561 [541] validation_0-mae:5205.02197 validation_1-mae:6104.75635 [542] validation_0-mae:5203.55566 validation_1-mae:6104.14893 [543] validation_0-mae:5201.85352 validation_1-mae:6103.89307 [544] validation_0-mae:5198.91553 validation_1-mae:6102.77783 [545] validation_0-mae:5197.03174 validation_1-mae:6103.05273 [546] validation_0-mae:5196.03027 validation_1-mae:6102.81982 [547] validation_0-mae:5194.34912 validation_1-mae:6103.03174 [548] validation_0-mae:5192.97607 validation_1-mae:6103.10889 [549] validation_0-mae:5192.37109 validation_1-mae:6103.21777 [550] validation_0-mae:5190.22900 validation_1-mae:6102.96533 [551] validation_0-mae:5189.61475 validation_1-mae:6102.79150 [552] validation_0-mae:5188.34131 validation_1-mae:6103.08594 [553] validation_0-mae:5187.20117 validation_1-mae:6102.53467 [554] validation_0-mae:5185.15039 validation_1-mae:6101.96338 [555] validation_0-mae:5183.85596 validation_1-mae:6101.08740 [556] validation_0-mae:5182.19824 validation_1-mae:6100.39941 [557] validation_0-mae:5180.56397 validation_1-mae:6099.97900 [558] validation_0-mae:5179.09424 validation_1-mae:6099.74512 [559] validation_0-mae:5176.92041 validation_1-mae:6099.59424 [560] validation_0-mae:5176.03174 validation_1-mae:6099.49170 [561] validation_0-mae:5175.79639 validation_1-mae:6099.87939 [562] validation_0-mae:5174.10205 validation_1-mae:6099.54053 [563] validation_0-mae:5172.19531 validation_1-mae:6099.48291 [564] validation_0-mae:5171.53027 validation_1-mae:6099.36914 [565] validation_0-mae:5168.61523 validation_1-mae:6099.23193 [566] validation_0-mae:5167.15918 validation_1-mae:6099.31592 [567] validation_0-mae:5165.40967 validation_1-mae:6099.05176 [568] validation_0-mae:5164.84180 validation_1-mae:6099.26514 [569] validation_0-mae:5161.76123 validation_1-mae:6098.71387 [570] validation_0-mae:5160.82031 validation_1-mae:6098.52002 [571] validation_0-mae:5159.55957 validation_1-mae:6097.47314 [572] validation_0-mae:5158.80273 validation_1-mae:6097.63086 [573] validation_0-mae:5156.29639 validation_1-mae:6096.39355 [574] validation_0-mae:5155.43994 validation_1-mae:6096.45410 [575] validation_0-mae:5153.70068 validation_1-mae:6096.74463 [576] validation_0-mae:5152.71289 validation_1-mae:6096.67139 [577] validation_0-mae:5151.25098 validation_1-mae:6096.25977 [578] validation_0-mae:5149.29736 validation_1-mae:6095.29492 [579] validation_0-mae:5145.51514 validation_1-mae:6093.23340 [580] validation_0-mae:5140.66650 validation_1-mae:6091.80811 [581] validation_0-mae:5139.07275 validation_1-mae:6092.18262 [582] validation_0-mae:5137.05322 validation_1-mae:6092.44434 [583] validation_0-mae:5135.85742 validation_1-mae:6092.66846 [584] validation_0-mae:5135.23828 validation_1-mae:6092.60596 [585] validation_0-mae:5133.29150 validation_1-mae:6092.38184 [586] validation_0-mae:5130.48486 validation_1-mae:6091.54150 [587] validation_0-mae:5127.32373 validation_1-mae:6091.66895 [588] validation_0-mae:5126.56592 validation_1-mae:6091.45068 [589] validation_0-mae:5125.54443 validation_1-mae:6091.19141 [590] validation_0-mae:5124.30713 validation_1-mae:6089.74512 [591] validation_0-mae:5123.21631 validation_1-mae:6089.61426 [592] validation_0-mae:5121.94531 validation_1-mae:6090.02930 [593] validation_0-mae:5121.07178 validation_1-mae:6089.69385 [594] validation_0-mae:5119.27246 validation_1-mae:6089.45312 [595] validation_0-mae:5117.58887 validation_1-mae:6089.02734 [596] validation_0-mae:5116.33936 validation_1-mae:6088.74561 [597] validation_0-mae:5116.17285 validation_1-mae:6088.68359 [598] validation_0-mae:5115.28809 validation_1-mae:6088.48389 [599] validation_0-mae:5113.88037 validation_1-mae:6088.62647 [600] validation_0-mae:5111.11084 validation_1-mae:6086.37353 [601] validation_0-mae:5110.15381 validation_1-mae:6085.87451 [602] validation_0-mae:5109.21728 validation_1-mae:6085.24609 [603] validation_0-mae:5108.26855 validation_1-mae:6085.19043 [604] validation_0-mae:5107.39844 validation_1-mae:6085.00342 [605] validation_0-mae:5105.14209 validation_1-mae:6084.52686 [606] validation_0-mae:5103.94580 validation_1-mae:6084.97607 [607] validation_0-mae:5103.24805 validation_1-mae:6084.89600 [608] validation_0-mae:5101.90723 validation_1-mae:6084.36328 [609] validation_0-mae:5098.85254 validation_1-mae:6085.30566 [610] validation_0-mae:5097.34082 validation_1-mae:6084.91309 [611] validation_0-mae:5096.00293 validation_1-mae:6084.95117 [612] validation_0-mae:5094.09228 validation_1-mae:6084.71484 [613] validation_0-mae:5090.20117 validation_1-mae:6084.76855 [614] validation_0-mae:5088.02832 validation_1-mae:6084.21582 [615] validation_0-mae:5086.93457 validation_1-mae:6084.15137 [616] validation_0-mae:5086.05225 validation_1-mae:6083.80615 [617] validation_0-mae:5085.36816 validation_1-mae:6083.60400 [618] validation_0-mae:5083.77100 validation_1-mae:6083.02100 [619] validation_0-mae:5081.97412 validation_1-mae:6082.32959 [620] validation_0-mae:5080.50781 validation_1-mae:6082.34180 [621] validation_0-mae:5079.83740 validation_1-mae:6082.22656 [622] validation_0-mae:5079.73096 validation_1-mae:6082.26904 [623] validation_0-mae:5078.35693 validation_1-mae:6081.82227 [624] validation_0-mae:5077.99951 validation_1-mae:6081.71826 [625] validation_0-mae:5076.73877 validation_1-mae:6081.52637 [626] validation_0-mae:5075.73145 validation_1-mae:6081.20215 [627] validation_0-mae:5075.06397 validation_1-mae:6081.07959 [628] validation_0-mae:5073.72949 validation_1-mae:6081.60205 [629] validation_0-mae:5072.93945 validation_1-mae:6081.79785 [630] validation_0-mae:5072.54346 validation_1-mae:6081.87988 [631] validation_0-mae:5068.64307 validation_1-mae:6080.36621 [632] validation_0-mae:5067.86182 validation_1-mae:6080.26611 [633] validation_0-mae:5066.39697 validation_1-mae:6080.02930 [634] validation_0-mae:5064.63916 validation_1-mae:6080.27588 [635] validation_0-mae:5062.97803 validation_1-mae:6079.61572 [636] validation_0-mae:5061.10449 validation_1-mae:6079.15772 [637] validation_0-mae:5058.64697 validation_1-mae:6079.17383 [638] validation_0-mae:5056.03564 validation_1-mae:6078.81934 [639] validation_0-mae:5054.38965 validation_1-mae:6078.61865 [640] validation_0-mae:5054.12500 validation_1-mae:6078.73096 [641] validation_0-mae:5053.48779 validation_1-mae:6078.56787 [642] validation_0-mae:5051.53272 validation_1-mae:6078.22168 [643] validation_0-mae:5050.42676 validation_1-mae:6077.52344 [644] validation_0-mae:5049.07080 validation_1-mae:6077.49609 [645] validation_0-mae:5047.87695 validation_1-mae:6077.10400 [646] validation_0-mae:5046.09131 validation_1-mae:6076.94531 [647] validation_0-mae:5044.41650 validation_1-mae:6076.07178 [648] validation_0-mae:5041.17578 validation_1-mae:6074.74707 [649] validation_0-mae:5041.04492 validation_1-mae:6074.79980 [650] validation_0-mae:5039.67041 validation_1-mae:6074.23730 [651] validation_0-mae:5037.35498 validation_1-mae:6073.84766 [652] validation_0-mae:5035.68701 validation_1-mae:6073.52930 [653] validation_0-mae:5034.71094 validation_1-mae:6073.66992 [654] validation_0-mae:5032.74463 validation_1-mae:6073.45801 [655] validation_0-mae:5031.17676 validation_1-mae:6073.76611 [656] validation_0-mae:5029.66748 validation_1-mae:6072.75830 [657] validation_0-mae:5027.81250 validation_1-mae:6072.53516 [658] validation_0-mae:5027.57471 validation_1-mae:6072.61182 [659] validation_0-mae:5027.23828 validation_1-mae:6072.67383 [660] validation_0-mae:5026.12842 validation_1-mae:6072.82080 [661] validation_0-mae:5024.35645 validation_1-mae:6073.03125 [662] validation_0-mae:5021.30518 validation_1-mae:6072.75439 [663] validation_0-mae:5018.38086 validation_1-mae:6072.08691 [664] validation_0-mae:5016.74658 validation_1-mae:6071.27930 [665] validation_0-mae:5014.93897 validation_1-mae:6072.16602 [666] validation_0-mae:5014.23047 validation_1-mae:6072.27100 [667] validation_0-mae:5012.18311 validation_1-mae:6071.26514 [668] validation_0-mae:5010.57080 validation_1-mae:6070.73242 [669] validation_0-mae:5009.85400 validation_1-mae:6070.78662 [670] validation_0-mae:5008.23438 validation_1-mae:6070.67432 [671] validation_0-mae:5005.97803 validation_1-mae:6070.33496 [672] validation_0-mae:5004.63379 validation_1-mae:6070.00391 [673] validation_0-mae:5002.83252 validation_1-mae:6068.94385 [674] validation_0-mae:5000.03711 validation_1-mae:6069.36475 [675] validation_0-mae:4996.72363 validation_1-mae:6068.27100 [676] validation_0-mae:4995.51953 validation_1-mae:6068.51025 [677] validation_0-mae:4994.17285 validation_1-mae:6068.55762 [678] validation_0-mae:4993.98486 validation_1-mae:6068.41357 [679] validation_0-mae:4993.02930 validation_1-mae:6069.42432 [680] validation_0-mae:4990.20947 validation_1-mae:6069.21094 [681] validation_0-mae:4989.59082 validation_1-mae:6068.43115 [682] validation_0-mae:4987.72705 validation_1-mae:6068.18603 [683] validation_0-mae:4987.13721 validation_1-mae:6068.07373 [684] validation_0-mae:4986.75195 validation_1-mae:6068.13916 [685] validation_0-mae:4986.31543 validation_1-mae:6068.05664 [686] validation_0-mae:4984.60840 validation_1-mae:6067.16992 [687] validation_0-mae:4984.53711 validation_1-mae:6067.18262 [688] validation_0-mae:4981.91602 validation_1-mae:6066.81055 [689] validation_0-mae:4980.58203 validation_1-mae:6066.41895 [690] validation_0-mae:4978.34522 validation_1-mae:6065.47119 [691] validation_0-mae:4975.87598 validation_1-mae:6065.29980 [692] validation_0-mae:4972.27002 validation_1-mae:6064.84277 [693] validation_0-mae:4971.48291 validation_1-mae:6064.39014 [694] validation_0-mae:4970.43603 validation_1-mae:6064.31152 [695] validation_0-mae:4968.87256 validation_1-mae:6063.79541 [696] validation_0-mae:4965.67969 validation_1-mae:6063.55225 [697] validation_0-mae:4962.21680 validation_1-mae:6061.66895 [698] validation_0-mae:4960.84863 validation_1-mae:6061.63184 [699] validation_0-mae:4959.74609 validation_1-mae:6061.16553 [700] validation_0-mae:4959.33008 validation_1-mae:6061.40088 [701] validation_0-mae:4957.46533 validation_1-mae:6061.38623 [702] validation_0-mae:4955.30420 validation_1-mae:6060.94092 [703] validation_0-mae:4953.07422 validation_1-mae:6060.34668 [704] validation_0-mae:4952.50049 validation_1-mae:6060.41309 [705] validation_0-mae:4951.83398 validation_1-mae:6060.40527 [706] validation_0-mae:4951.40283 validation_1-mae:6060.73389 [707] validation_0-mae:4948.92188 validation_1-mae:6061.38574 [708] validation_0-mae:4947.95557 validation_1-mae:6061.37793 [709] validation_0-mae:4946.78125 validation_1-mae:6061.19385 [710] validation_0-mae:4945.06787 validation_1-mae:6059.72754 [711] validation_0-mae:4944.49853 validation_1-mae:6059.83057 [712] validation_0-mae:4941.68066 validation_1-mae:6058.41113 [713] validation_0-mae:4940.89062 validation_1-mae:6058.34668 [714] validation_0-mae:4939.17871 validation_1-mae:6058.38281 [715] validation_0-mae:4937.03955 validation_1-mae:6058.24121 [716] validation_0-mae:4934.26123 validation_1-mae:6056.47363 [717] validation_0-mae:4933.47412 validation_1-mae:6056.73047 [718] validation_0-mae:4932.56885 validation_1-mae:6056.63818 [719] validation_0-mae:4931.53613 validation_1-mae:6056.21924 [720] validation_0-mae:4930.30078 validation_1-mae:6055.98242 [721] validation_0-mae:4928.81201 validation_1-mae:6055.91357 [722] validation_0-mae:4927.58105 validation_1-mae:6055.97900 [723] validation_0-mae:4924.60400 validation_1-mae:6055.02100 [724] validation_0-mae:4923.50635 validation_1-mae:6055.39502 [725] validation_0-mae:4922.01807 validation_1-mae:6055.54590 [726] validation_0-mae:4921.21484 validation_1-mae:6055.43799 [727] validation_0-mae:4920.28174 validation_1-mae:6055.36963 [728] validation_0-mae:4918.14062 validation_1-mae:6053.85645 [729] validation_0-mae:4916.39355 validation_1-mae:6053.14453 [730] validation_0-mae:4915.76465 validation_1-mae:6053.02978 [731] validation_0-mae:4915.53760 validation_1-mae:6053.00830 [732] validation_0-mae:4915.16455 validation_1-mae:6052.66260 [733] validation_0-mae:4913.70068 validation_1-mae:6052.92285 [734] validation_0-mae:4912.13770 validation_1-mae:6052.47607 [735] validation_0-mae:4910.92871 validation_1-mae:6052.76025 [736] validation_0-mae:4909.73633 validation_1-mae:6052.04785 [737] validation_0-mae:4909.19238 validation_1-mae:6052.08105 [738] validation_0-mae:4907.42871 validation_1-mae:6051.64014 [739] validation_0-mae:4906.50977 validation_1-mae:6051.23877 [740] validation_0-mae:4904.36963 validation_1-mae:6052.05469 [741] validation_0-mae:4903.14209 validation_1-mae:6052.13184 [742] validation_0-mae:4900.56689 validation_1-mae:6051.38818 [743] validation_0-mae:4899.82471 validation_1-mae:6051.24853 [744] validation_0-mae:4898.12109 validation_1-mae:6050.69629 [745] validation_0-mae:4897.31982 validation_1-mae:6050.95703 [746] validation_0-mae:4895.80811 validation_1-mae:6050.26660 [747] validation_0-mae:4894.96631 validation_1-mae:6050.09668 [748] validation_0-mae:4894.04102 validation_1-mae:6050.37353 [749] validation_0-mae:4893.14844 validation_1-mae:6050.77051 [750] validation_0-mae:4892.02637 validation_1-mae:6050.38525 [751] validation_0-mae:4890.99072 validation_1-mae:6050.00488 [752] validation_0-mae:4889.69287 validation_1-mae:6049.43408 [753] validation_0-mae:4888.56494 validation_1-mae:6049.34814 [754] validation_0-mae:4885.57715 validation_1-mae:6049.17383 [755] validation_0-mae:4884.48438 validation_1-mae:6049.30566 [756] validation_0-mae:4882.28027 validation_1-mae:6048.87695 [757] validation_0-mae:4881.57031 validation_1-mae:6048.65186 [758] validation_0-mae:4881.17285 validation_1-mae:6048.39062 [759] validation_0-mae:4878.96875 validation_1-mae:6048.40918 [760] validation_0-mae:4877.61182 validation_1-mae:6048.58594 [761] validation_0-mae:4875.44092 validation_1-mae:6048.65137 [762] validation_0-mae:4874.83594 validation_1-mae:6048.95605 [763] validation_0-mae:4873.50977 validation_1-mae:6048.46387 [764] validation_0-mae:4872.09570 validation_1-mae:6047.94092 [765] validation_0-mae:4870.06592 validation_1-mae:6047.62061 [766] validation_0-mae:4868.00391 validation_1-mae:6046.52100 [767] validation_0-mae:4866.26074 validation_1-mae:6045.38281 [768] validation_0-mae:4865.56836 validation_1-mae:6045.61670 [769] validation_0-mae:4864.56738 validation_1-mae:6045.36426 [770] validation_0-mae:4864.44336 validation_1-mae:6045.32861 [771] validation_0-mae:4863.05176 validation_1-mae:6046.08447 [772] validation_0-mae:4860.96191 validation_1-mae:6045.82812 [773] validation_0-mae:4859.66309 validation_1-mae:6046.65381 [774] validation_0-mae:4859.16504 validation_1-mae:6046.67920 [775] validation_0-mae:4858.52344 validation_1-mae:6046.74756 [776] validation_0-mae:4857.09082 validation_1-mae:6046.84277 [777] validation_0-mae:4855.59522 validation_1-mae:6046.60645 [778] validation_0-mae:4854.52978 validation_1-mae:6046.24072 [779] validation_0-mae:4853.30273 validation_1-mae:6045.83301 [780] validation_0-mae:4852.37305 validation_1-mae:6045.98096 [781] validation_0-mae:4851.62402 validation_1-mae:6045.73389 [782] validation_0-mae:4849.01758 validation_1-mae:6044.10645 [783] validation_0-mae:4846.81055 validation_1-mae:6044.69678 [784] validation_0-mae:4846.09814 validation_1-mae:6044.76807 [785] validation_0-mae:4845.16748 validation_1-mae:6044.61279 [786] validation_0-mae:4844.09082 validation_1-mae:6043.99756 [787] validation_0-mae:4843.26025 validation_1-mae:6043.76709 [788] validation_0-mae:4842.35938 validation_1-mae:6044.33643 [789] validation_0-mae:4841.10254 validation_1-mae:6044.47168 [790] validation_0-mae:4840.19385 validation_1-mae:6044.37549 [791] validation_0-mae:4840.16797 validation_1-mae:6044.40674 [792] validation_0-mae:4839.41357 validation_1-mae:6044.45947 [793] validation_0-mae:4838.34814 validation_1-mae:6044.03418 [794] validation_0-mae:4837.15625 validation_1-mae:6045.26562 [795] validation_0-mae:4836.64014 validation_1-mae:6045.33740 [796] validation_0-mae:4834.03760 validation_1-mae:6043.45508 [797] validation_0-mae:4832.85547 validation_1-mae:6043.32422 [798] validation_0-mae:4832.05859 validation_1-mae:6043.51904 [799] validation_0-mae:4831.31982 validation_1-mae:6043.57031 [800] validation_0-mae:4830.62695 validation_1-mae:6042.92090 [801] validation_0-mae:4829.31348 validation_1-mae:6042.37695 [802] validation_0-mae:4827.18701 validation_1-mae:6042.56934 [803] validation_0-mae:4825.11279 validation_1-mae:6042.86572 [804] validation_0-mae:4823.08545 validation_1-mae:6042.57812 [805] validation_0-mae:4821.23779 validation_1-mae:6043.52490 [806] validation_0-mae:4820.30127 validation_1-mae:6043.14893 [807] validation_0-mae:4819.01562 validation_1-mae:6043.41064 [808] validation_0-mae:4817.72266 validation_1-mae:6043.22217 [809] validation_0-mae:4816.77832 validation_1-mae:6043.00879 [810] validation_0-mae:4815.18848 validation_1-mae:6042.84912 [811] validation_0-mae:4814.22852 validation_1-mae:6042.53174 [812] validation_0-mae:4812.58301 validation_1-mae:6041.52393 [813] validation_0-mae:4812.47656 validation_1-mae:6041.52002 [814] validation_0-mae:4811.20508 validation_1-mae:6040.57080 [815] validation_0-mae:4809.74463 validation_1-mae:6039.95410 [816] validation_0-mae:4809.14160 validation_1-mae:6040.07080 [817] validation_0-mae:4808.49121 validation_1-mae:6040.15576 [818] validation_0-mae:4806.81689 validation_1-mae:6040.22803 [819] validation_0-mae:4804.50244 validation_1-mae:6039.67090 [820] validation_0-mae:4804.09961 validation_1-mae:6039.59717 [821] validation_0-mae:4803.18164 validation_1-mae:6039.55176 [822] validation_0-mae:4802.03711 validation_1-mae:6039.31494 [823] validation_0-mae:4800.59668 validation_1-mae:6039.37207 [824] validation_0-mae:4799.80273 validation_1-mae:6038.88672 [825] validation_0-mae:4799.68897 validation_1-mae:6038.88867 [826] validation_0-mae:4797.11230 validation_1-mae:6038.37109 [827] validation_0-mae:4795.64014 validation_1-mae:6037.94482 [828] validation_0-mae:4794.78174 validation_1-mae:6037.29346 [829] validation_0-mae:4792.80811 validation_1-mae:6037.12939 [830] validation_0-mae:4789.86621 validation_1-mae:6037.86963 [831] validation_0-mae:4788.31738 validation_1-mae:6038.23779 [832] validation_0-mae:4786.27978 validation_1-mae:6037.29541 [833] validation_0-mae:4785.04102 validation_1-mae:6036.64795 [834] validation_0-mae:4783.83936 validation_1-mae:6036.63525 [835] validation_0-mae:4782.15039 validation_1-mae:6036.49023 [836] validation_0-mae:4780.79639 validation_1-mae:6036.45068 [837] validation_0-mae:4779.73926 validation_1-mae:6036.37647 [838] validation_0-mae:4777.87158 validation_1-mae:6035.29785 [839] validation_0-mae:4776.13428 validation_1-mae:6034.69775 [840] validation_0-mae:4774.87842 validation_1-mae:6033.94580 [841] validation_0-mae:4773.48340 validation_1-mae:6033.68701 [842] validation_0-mae:4771.85156 validation_1-mae:6032.96777 [843] validation_0-mae:4770.01172 validation_1-mae:6033.44482 [844] validation_0-mae:4768.51025 validation_1-mae:6032.88672 [845] validation_0-mae:4767.13574 validation_1-mae:6032.43262 [846] validation_0-mae:4766.02978 validation_1-mae:6032.06103 [847] validation_0-mae:4764.39014 validation_1-mae:6032.34912 [848] validation_0-mae:4762.65186 validation_1-mae:6033.07227 [849] validation_0-mae:4761.18799 validation_1-mae:6032.97705 [850] validation_0-mae:4760.67041 validation_1-mae:6032.76074 [851] validation_0-mae:4759.19141 validation_1-mae:6032.66602 [852] validation_0-mae:4758.87891 validation_1-mae:6032.78613 [853] validation_0-mae:4756.20996 validation_1-mae:6031.36523 [854] validation_0-mae:4754.93701 validation_1-mae:6031.30566 [855] validation_0-mae:4754.52978 validation_1-mae:6031.08936 [856] validation_0-mae:4753.91748 validation_1-mae:6030.68213 [857] validation_0-mae:4752.26953 validation_1-mae:6030.72803 [858] validation_0-mae:4750.76367 validation_1-mae:6030.65039 [859] validation_0-mae:4749.19189 validation_1-mae:6030.64795 [860] validation_0-mae:4747.62402 validation_1-mae:6030.99023 [861] validation_0-mae:4746.28711 validation_1-mae:6030.65186 [862] validation_0-mae:4745.51904 validation_1-mae:6030.06445 [863] validation_0-mae:4744.75928 validation_1-mae:6029.80273 [864] validation_0-mae:4742.02783 validation_1-mae:6028.85400 [865] validation_0-mae:4738.06299 validation_1-mae:6027.95996 [866] validation_0-mae:4734.94287 validation_1-mae:6026.05322 [867] validation_0-mae:4733.75537 validation_1-mae:6026.32666 [868] validation_0-mae:4732.18262 validation_1-mae:6026.30322 [869] validation_0-mae:4730.49756 validation_1-mae:6026.61865 [870] validation_0-mae:4728.71289 validation_1-mae:6026.06055 [871] validation_0-mae:4726.83691 validation_1-mae:6025.41162 [872] validation_0-mae:4724.88525 validation_1-mae:6024.46924 [873] validation_0-mae:4723.72217 validation_1-mae:6024.23486 [874] validation_0-mae:4722.85986 validation_1-mae:6024.04053 [875] validation_0-mae:4720.04102 validation_1-mae:6023.44434 [876] validation_0-mae:4719.20801 validation_1-mae:6023.85791 [877] validation_0-mae:4716.68652 validation_1-mae:6023.78857 [878] validation_0-mae:4715.63965 validation_1-mae:6023.28223 [879] validation_0-mae:4714.74512 validation_1-mae:6022.97607 [880] validation_0-mae:4714.06201 validation_1-mae:6022.76953 [881] validation_0-mae:4713.08643 validation_1-mae:6023.06543 [882] validation_0-mae:4711.59326 validation_1-mae:6023.06055 [883] validation_0-mae:4710.54199 validation_1-mae:6022.76660 [884] validation_0-mae:4709.78760 validation_1-mae:6022.85107 [885] validation_0-mae:4708.52930 validation_1-mae:6022.47900 [886] validation_0-mae:4707.30029 validation_1-mae:6022.19873 [887] validation_0-mae:4706.80762 validation_1-mae:6022.37744 [888] validation_0-mae:4706.17334 validation_1-mae:6021.96094 [889] validation_0-mae:4705.21826 validation_1-mae:6021.49219 [890] validation_0-mae:4704.28955 validation_1-mae:6021.09522 [891] validation_0-mae:4703.58203 validation_1-mae:6020.77246 [892] validation_0-mae:4702.88184 validation_1-mae:6020.76611 [893] validation_0-mae:4702.10742 validation_1-mae:6020.82275 [894] validation_0-mae:4701.51465 validation_1-mae:6020.26562 [895] validation_0-mae:4700.92383 validation_1-mae:6020.23877 [896] validation_0-mae:4699.87744 validation_1-mae:6020.10596 [897] validation_0-mae:4698.45264 validation_1-mae:6020.81055 [898] validation_0-mae:4696.11621 validation_1-mae:6020.87158 [899] validation_0-mae:4694.03809 validation_1-mae:6020.50293 [900] validation_0-mae:4690.14893 validation_1-mae:6018.37109 [901] validation_0-mae:4688.37256 validation_1-mae:6017.96289 [902] validation_0-mae:4687.94580 validation_1-mae:6017.95117 [903] validation_0-mae:4686.81934 validation_1-mae:6018.03076 [904] validation_0-mae:4686.61572 validation_1-mae:6017.94238 [905] validation_0-mae:4685.77588 validation_1-mae:6017.67236 [906] validation_0-mae:4684.58691 validation_1-mae:6017.93408 [907] validation_0-mae:4684.18897 validation_1-mae:6017.87207 [908] validation_0-mae:4683.08594 validation_1-mae:6017.77051 [909] validation_0-mae:4681.52832 validation_1-mae:6017.07129 [910] validation_0-mae:4680.36084 validation_1-mae:6016.90674 [911] validation_0-mae:4679.60791 validation_1-mae:6016.69775 [912] validation_0-mae:4678.15430 validation_1-mae:6016.12842 [913] validation_0-mae:4676.79883 validation_1-mae:6015.96680 [914] validation_0-mae:4675.43164 validation_1-mae:6016.63867 [915] validation_0-mae:4673.90625 validation_1-mae:6016.87744 [916] validation_0-mae:4673.20801 validation_1-mae:6016.88721 [917] validation_0-mae:4672.06250 validation_1-mae:6016.65576 [918] validation_0-mae:4671.64209 validation_1-mae:6016.49463 [919] validation_0-mae:4670.65332 validation_1-mae:6016.75830 [920] validation_0-mae:4669.56836 validation_1-mae:6016.60596 [921] validation_0-mae:4668.99805 validation_1-mae:6016.57227 [922] validation_0-mae:4666.88477 validation_1-mae:6016.27930 [923] validation_0-mae:4665.62500 validation_1-mae:6016.53076 [924] validation_0-mae:4664.88672 validation_1-mae:6016.96631 [925] validation_0-mae:4663.60840 validation_1-mae:6017.16113 [926] validation_0-mae:4662.33984 validation_1-mae:6017.41455 [927] validation_0-mae:4661.46094 validation_1-mae:6017.41357 [928] validation_0-mae:4660.39502 validation_1-mae:6016.59522 [929] validation_0-mae:4659.97559 validation_1-mae:6016.50781 [930] validation_0-mae:4657.81299 validation_1-mae:6014.91309 [931] validation_0-mae:4656.57324 validation_1-mae:6014.58398 [932] validation_0-mae:4655.64453 validation_1-mae:6014.79834 [933] validation_0-mae:4654.34033 validation_1-mae:6014.42822 [934] validation_0-mae:4653.78857 validation_1-mae:6014.29736 [935] validation_0-mae:4653.06152 validation_1-mae:6014.49902 [936] validation_0-mae:4651.80273 validation_1-mae:6014.00391 [937] validation_0-mae:4649.86426 validation_1-mae:6014.31494 [938] validation_0-mae:4647.52100 validation_1-mae:6013.44824 [939] validation_0-mae:4646.41992 validation_1-mae:6013.15088 [940] validation_0-mae:4645.61816 validation_1-mae:6012.79932 [941] validation_0-mae:4644.31543 validation_1-mae:6012.44873 [942] validation_0-mae:4642.87744 validation_1-mae:6011.57275 [943] validation_0-mae:4641.60693 validation_1-mae:6011.35693 [944] validation_0-mae:4640.72022 validation_1-mae:6011.40088 [945] validation_0-mae:4639.45068 validation_1-mae:6011.72119 [946] validation_0-mae:4637.40625 validation_1-mae:6011.02588 [947] validation_0-mae:4635.97412 validation_1-mae:6010.63330 [948] validation_0-mae:4634.68750 validation_1-mae:6010.66357 [949] validation_0-mae:4633.79639 validation_1-mae:6011.40430 [950] validation_0-mae:4633.04053 validation_1-mae:6011.83057 [951] validation_0-mae:4632.39404 validation_1-mae:6012.30176 [952] validation_0-mae:4630.55371 validation_1-mae:6011.88086 [953] validation_0-mae:4629.03174 validation_1-mae:6011.95215 [954] validation_0-mae:4628.08789 validation_1-mae:6012.06006 [955] validation_0-mae:4627.07764 validation_1-mae:6011.59277 [956] validation_0-mae:4626.20410 validation_1-mae:6011.21533 [957] validation_0-mae:4624.86182 validation_1-mae:6011.13574 [958] validation_0-mae:4624.38623 validation_1-mae:6011.00781 [959] validation_0-mae:4623.51318 validation_1-mae:6011.13916 [960] validation_0-mae:4623.10498 validation_1-mae:6011.04834 [961] validation_0-mae:4622.32764 validation_1-mae:6010.96875 [962] validation_0-mae:4621.45898 validation_1-mae:6011.25928 [963] validation_0-mae:4620.36377 validation_1-mae:6012.26172 [964] validation_0-mae:4619.65088 validation_1-mae:6011.77930 [965] validation_0-mae:4619.32422 validation_1-mae:6011.68408 [966] validation_0-mae:4618.68750 validation_1-mae:6011.99072 [967] validation_0-mae:4618.50244 validation_1-mae:6012.00293 [968] validation_0-mae:4616.78564 validation_1-mae:6011.28955 [969] validation_0-mae:4615.41553 validation_1-mae:6011.00488 [970] validation_0-mae:4614.27637 validation_1-mae:6011.32715 [971] validation_0-mae:4613.28809 validation_1-mae:6011.04688 [972] validation_0-mae:4612.49023 validation_1-mae:6010.64746 [973] validation_0-mae:4612.00439 validation_1-mae:6010.53564 [974] validation_0-mae:4610.43897 validation_1-mae:6010.96973 [975] validation_0-mae:4608.15234 validation_1-mae:6010.49805 [976] validation_0-mae:4604.85352 validation_1-mae:6009.28516 [977] validation_0-mae:4603.10010 validation_1-mae:6009.43213 [978] validation_0-mae:4600.03027 validation_1-mae:6007.53027 [979] validation_0-mae:4598.90430 validation_1-mae:6007.14111 [980] validation_0-mae:4597.66992 validation_1-mae:6007.62647 [981] validation_0-mae:4596.91553 validation_1-mae:6007.72656 [982] validation_0-mae:4595.80811 validation_1-mae:6007.45654 [983] validation_0-mae:4594.19287 validation_1-mae:6007.32227 [984] validation_0-mae:4591.58252 validation_1-mae:6006.85498 [985] validation_0-mae:4588.85107 validation_1-mae:6005.12647 [986] validation_0-mae:4586.75537 validation_1-mae:6004.56934 [987] validation_0-mae:4585.13623 validation_1-mae:6004.52051 [988] validation_0-mae:4583.40478 validation_1-mae:6004.60107 [989] validation_0-mae:4582.46826 validation_1-mae:6004.89844 [990] validation_0-mae:4581.44189 validation_1-mae:6004.57764 [991] validation_0-mae:4579.94385 validation_1-mae:6004.42773 [992] validation_0-mae:4577.92627 validation_1-mae:6004.56445 [993] validation_0-mae:4576.80664 validation_1-mae:6005.07178 [994] validation_0-mae:4575.43262 validation_1-mae:6004.88281 [995] validation_0-mae:4574.83936 validation_1-mae:6004.80127 [996] validation_0-mae:4573.77783 validation_1-mae:6004.74902 [997] validation_0-mae:4571.81836 validation_1-mae:6003.54590 [998] validation_0-mae:4571.06250 validation_1-mae:6003.67236 [999] validation_0-mae:4570.42041 validation_1-mae:6003.90576 [1000] validation_0-mae:4569.19385 validation_1-mae:6004.14453 [1001] validation_0-mae:4568.26855 validation_1-mae:6003.95410 [1002] validation_0-mae:4567.23389 validation_1-mae:6003.86035 [1003] validation_0-mae:4566.20459 validation_1-mae:6003.52051 [1004] validation_0-mae:4565.24121 validation_1-mae:6003.39990 [1005] validation_0-mae:4564.66650 validation_1-mae:6003.20898 [1006] validation_0-mae:4563.69385 validation_1-mae:6003.52246 [1007] validation_0-mae:4562.01123 validation_1-mae:6002.89990 [1008] validation_0-mae:4560.77295 validation_1-mae:6002.05127 [1009] validation_0-mae:4559.67480 validation_1-mae:6001.73828 [1010] validation_0-mae:4558.16162 validation_1-mae:6001.46484 [1011] validation_0-mae:4557.62744 validation_1-mae:6001.35400 [1012] validation_0-mae:4557.06689 validation_1-mae:6001.33643 [1013] validation_0-mae:4555.45898 validation_1-mae:6000.44775 [1014] validation_0-mae:4554.59375 validation_1-mae:6000.25928 [1015] validation_0-mae:4553.21143 validation_1-mae:6001.10791 [1016] validation_0-mae:4552.57227 validation_1-mae:6001.42041 [1017] validation_0-mae:4551.08350 validation_1-mae:6001.90478 [1018] validation_0-mae:4549.71533 validation_1-mae:6001.44629 [1019] validation_0-mae:4549.07520 validation_1-mae:6001.53613 [1020] validation_0-mae:4547.72266 validation_1-mae:6001.74853 [1021] validation_0-mae:4547.23145 validation_1-mae:6001.87353 [1022] validation_0-mae:4545.80664 validation_1-mae:6001.93652 [1023] validation_0-mae:4545.03223 validation_1-mae:6001.77295 [1024] validation_0-mae:4544.72461 validation_1-mae:6001.99853 [1025] validation_0-mae:4543.67725 validation_1-mae:6002.24121 [1026] validation_0-mae:4541.81397 validation_1-mae:6001.89160 [1027] validation_0-mae:4540.05762 validation_1-mae:6001.88818 [1028] validation_0-mae:4539.11035 validation_1-mae:6001.98096 [1029] validation_0-mae:4538.95801 validation_1-mae:6002.03662 [1030] validation_0-mae:4538.28320 validation_1-mae:6001.97656 [1031] validation_0-mae:4536.89600 validation_1-mae:6001.72705 [1032] validation_0-mae:4536.26660 validation_1-mae:6001.33496 [1033] validation_0-mae:4534.74072 validation_1-mae:6001.20801 [1034] validation_0-mae:4533.97168 validation_1-mae:6001.22900 [1035] validation_0-mae:4532.58789 validation_1-mae:6000.87793 [1036] validation_0-mae:4530.88574 validation_1-mae:6001.32861 [1037] validation_0-mae:4530.56445 validation_1-mae:6001.34668 [1038] validation_0-mae:4529.55957 validation_1-mae:6001.46338 [1039] validation_0-mae:4528.32275 validation_1-mae:6001.69043 [1040] validation_0-mae:4527.61084 validation_1-mae:6001.71777 [1041] validation_0-mae:4526.11621 validation_1-mae:6001.24658 [1042] validation_0-mae:4524.85693 validation_1-mae:6000.99463 [1043] validation_0-mae:4523.22119 validation_1-mae:6001.17627 [1044] validation_0-mae:4522.34619 validation_1-mae:6000.94873 [1045] validation_0-mae:4521.57812 validation_1-mae:6002.10547 [1046] validation_0-mae:4520.93945 validation_1-mae:6002.03906 [1047] validation_0-mae:4519.78711 validation_1-mae:6001.10889 [1048] validation_0-mae:4518.83643 validation_1-mae:6000.81152 [1049] validation_0-mae:4517.77734 validation_1-mae:6000.39453 [1050] validation_0-mae:4516.72803 validation_1-mae:6000.54639 [1051] validation_0-mae:4515.93555 validation_1-mae:6000.54932 [1052] validation_0-mae:4515.45459 validation_1-mae:6000.34814 [1053] validation_0-mae:4514.53272 validation_1-mae:5999.87402 [1054] validation_0-mae:4513.36279 validation_1-mae:6000.11572 [1055] validation_0-mae:4512.46436 validation_1-mae:5999.94092 [1056] validation_0-mae:4511.79004 validation_1-mae:5999.92236 [1057] validation_0-mae:4510.94775 validation_1-mae:5999.66943 [1058] validation_0-mae:4509.37451 validation_1-mae:6000.17139 [1059] validation_0-mae:4506.89014 validation_1-mae:5999.96728 [1060] validation_0-mae:4505.28955 validation_1-mae:6000.51611 [1061] validation_0-mae:4504.43603 validation_1-mae:6000.56641 [1062] validation_0-mae:4503.32568 validation_1-mae:6000.50488 [1063] validation_0-mae:4502.77783 validation_1-mae:6000.38818 [1064] validation_0-mae:4502.24902 validation_1-mae:6000.26611 [1065] validation_0-mae:4502.14551 validation_1-mae:6000.18359 [1066] validation_0-mae:4501.28711 validation_1-mae:5999.93018 [1067] validation_0-mae:4500.49316 validation_1-mae:5999.85107 [1068] validation_0-mae:4499.64062 validation_1-mae:5999.65039 [1069] validation_0-mae:4499.07080 validation_1-mae:5999.41943 [1070] validation_0-mae:4498.02393 validation_1-mae:5999.52441 [1071] validation_0-mae:4496.59131 validation_1-mae:5999.37598 [1072] validation_0-mae:4495.73145 validation_1-mae:5999.19043 [1073] validation_0-mae:4494.69580 validation_1-mae:5999.42383 [1074] validation_0-mae:4494.12158 validation_1-mae:5999.33643 [1075] validation_0-mae:4492.04834 validation_1-mae:5998.97363 [1076] validation_0-mae:4491.48145 validation_1-mae:5998.84326 [1077] validation_0-mae:4490.49316 validation_1-mae:5998.89648 [1078] validation_0-mae:4489.12939 validation_1-mae:5998.71436 [1079] validation_0-mae:4487.36279 validation_1-mae:5998.61182 [1080] validation_0-mae:4485.94580 validation_1-mae:5999.31299 [1081] validation_0-mae:4484.43408 validation_1-mae:5999.17920 [1082] validation_0-mae:4482.99853 validation_1-mae:5999.54150 [1083] validation_0-mae:4482.52148 validation_1-mae:5999.52295 [1084] validation_0-mae:4481.61230 validation_1-mae:5999.31934 [1085] validation_0-mae:4480.53027 validation_1-mae:5999.33740 [1086] validation_0-mae:4479.84424 validation_1-mae:5999.41016 [1087] validation_0-mae:4479.37402 validation_1-mae:5999.49121 [1088] validation_0-mae:4478.84033 validation_1-mae:5999.55664 [1089] validation_0-mae:4477.59375 validation_1-mae:5998.94238 [1090] validation_0-mae:4476.68359 validation_1-mae:5999.11670 [1091] validation_0-mae:4475.81201 validation_1-mae:5999.12256 [1092] validation_0-mae:4475.09912 validation_1-mae:5998.97168 [1093] validation_0-mae:4474.61475 validation_1-mae:5998.92334 [1094] validation_0-mae:4474.37451 validation_1-mae:5999.10938 [1095] validation_0-mae:4473.94531 validation_1-mae:5998.78760 [1096] validation_0-mae:4473.39990 validation_1-mae:5998.66455 [1097] validation_0-mae:4473.02588 validation_1-mae:5998.73926 [1098] validation_0-mae:4472.33447 validation_1-mae:5997.96436 [1099] validation_0-mae:4470.42969 validation_1-mae:5997.96582 [1100] validation_0-mae:4469.59375 validation_1-mae:5998.25488 [1101] validation_0-mae:4467.92041 validation_1-mae:5998.48682 [1102] validation_0-mae:4465.62939 validation_1-mae:5998.93115 [1103] validation_0-mae:4465.33691 validation_1-mae:5999.03125 [1104] validation_0-mae:4464.08447 validation_1-mae:5998.43945 [1105] validation_0-mae:4462.39014 validation_1-mae:5998.35254 [1106] validation_0-mae:4461.69922 validation_1-mae:5998.40820 [1107] validation_0-mae:4460.52197 validation_1-mae:5997.89209 [1108] validation_0-mae:4458.90918 validation_1-mae:5998.41211 [1109] validation_0-mae:4458.25391 validation_1-mae:5998.39307 [1110] validation_0-mae:4457.08936 validation_1-mae:5997.89551 [1111] validation_0-mae:4456.12305 validation_1-mae:5997.67725 [1112] validation_0-mae:4454.33154 validation_1-mae:5996.32568 [1113] validation_0-mae:4452.78613 validation_1-mae:5996.07666 [1114] validation_0-mae:4451.89258 validation_1-mae:5995.68799 [1115] validation_0-mae:4450.86182 validation_1-mae:5995.99561 [1116] validation_0-mae:4449.98193 validation_1-mae:5996.13916 [1117] validation_0-mae:4448.45703 validation_1-mae:5996.39600 [1118] validation_0-mae:4447.06103 validation_1-mae:5995.94580 [1119] validation_0-mae:4446.64014 validation_1-mae:5996.20557 [1120] validation_0-mae:4445.12305 validation_1-mae:5996.11279 [1121] validation_0-mae:4444.19824 validation_1-mae:5996.22852 [1122] validation_0-mae:4442.64307 validation_1-mae:5995.93897 [1123] validation_0-mae:4441.67334 validation_1-mae:5996.03516 [1124] validation_0-mae:4440.97266 validation_1-mae:5995.86865 [1125] validation_0-mae:4440.40723 validation_1-mae:5995.81006 [1126] validation_0-mae:4439.95020 validation_1-mae:5995.95557 [1127] validation_0-mae:4439.05469 validation_1-mae:5996.22559 [1128] validation_0-mae:4437.94287 validation_1-mae:5996.45508 [1129] validation_0-mae:4437.03076 validation_1-mae:5996.24512 [1130] validation_0-mae:4436.59717 validation_1-mae:5996.40039 [1131] validation_0-mae:4435.33545 validation_1-mae:5996.75244 [1132] validation_0-mae:4434.92041 validation_1-mae:5996.50586 [1133] validation_0-mae:4434.42480 validation_1-mae:5996.57373 [1134] validation_0-mae:4433.89697 validation_1-mae:5996.64600 [1135] validation_0-mae:4433.28711 validation_1-mae:5997.13379 [1136] validation_0-mae:4432.65772 validation_1-mae:5996.80908 [1137] validation_0-mae:4431.97168 validation_1-mae:5996.82617 [1138] validation_0-mae:4430.91309 validation_1-mae:5996.41553 [1139] validation_0-mae:4429.24561 validation_1-mae:5996.23926 [1140] validation_0-mae:4427.86816 validation_1-mae:5996.47852 [1141] validation_0-mae:4426.13330 validation_1-mae:5996.26074 [1142] validation_0-mae:4424.47510 validation_1-mae:5996.31689 [1143] validation_0-mae:4423.94727 validation_1-mae:5996.27393 [1144] validation_0-mae:4423.38818 validation_1-mae:5996.30176 [1145] validation_0-mae:4421.96826 validation_1-mae:5996.12598 [1146] validation_0-mae:4421.21436 validation_1-mae:5995.86670 [1147] validation_0-mae:4420.45508 validation_1-mae:5995.97314 [1148] validation_0-mae:4419.29395 validation_1-mae:5995.43897 [1149] validation_0-mae:4417.55371 validation_1-mae:5995.25244 [1150] validation_0-mae:4416.37549 validation_1-mae:5994.68897 [1151] validation_0-mae:4414.73242 validation_1-mae:5994.62207 [1152] validation_0-mae:4413.71045 validation_1-mae:5995.04150 [1153] validation_0-mae:4412.57568 validation_1-mae:5995.20801 [1154] validation_0-mae:4410.93945 validation_1-mae:5994.85400 [1155] validation_0-mae:4410.16797 validation_1-mae:5994.54297 [1156] validation_0-mae:4409.75439 validation_1-mae:5994.73145 [1157] validation_0-mae:4408.89795 validation_1-mae:5994.55029 [1158] validation_0-mae:4407.15039 validation_1-mae:5994.17480 [1159] validation_0-mae:4405.71875 validation_1-mae:5993.57031 [1160] validation_0-mae:4405.08984 validation_1-mae:5993.47168 [1161] validation_0-mae:4403.61377 validation_1-mae:5993.78467 [1162] validation_0-mae:4402.12012 validation_1-mae:5993.65283 [1163] validation_0-mae:4400.58105 validation_1-mae:5993.44043 [1164] validation_0-mae:4399.77978 validation_1-mae:5993.59522 [1165] validation_0-mae:4399.09619 validation_1-mae:5993.58252 [1166] validation_0-mae:4398.43018 validation_1-mae:5993.38281 [1167] validation_0-mae:4397.95264 validation_1-mae:5992.98486 [1168] validation_0-mae:4397.23486 validation_1-mae:5992.94043 [1169] validation_0-mae:4396.66064 validation_1-mae:5992.86963 [1170] validation_0-mae:4394.87500 validation_1-mae:5992.85498 [1171] validation_0-mae:4394.11035 validation_1-mae:5992.46875 [1172] validation_0-mae:4393.30420 validation_1-mae:5992.50684 [1173] validation_0-mae:4392.22900 validation_1-mae:5991.92236 [1174] validation_0-mae:4391.48389 validation_1-mae:5991.93115 [1175] validation_0-mae:4389.49561 validation_1-mae:5992.84668 [1176] validation_0-mae:4388.20312 validation_1-mae:5992.15186 [1177] validation_0-mae:4387.05127 validation_1-mae:5992.13281 [1178] validation_0-mae:4386.13135 validation_1-mae:5992.08691 [1179] validation_0-mae:4385.20215 validation_1-mae:5991.66992 [1180] validation_0-mae:4384.26172 validation_1-mae:5992.06103 [1181] validation_0-mae:4382.67773 validation_1-mae:5992.34766 [1182] validation_0-mae:4381.48389 validation_1-mae:5992.53418 [1183] validation_0-mae:4380.99023 validation_1-mae:5993.25049 [1184] validation_0-mae:4379.90332 validation_1-mae:5993.48389 [1185] validation_0-mae:4378.53516 validation_1-mae:5993.30225 [1186] validation_0-mae:4377.19385 validation_1-mae:5993.32910 [1187] validation_0-mae:4377.10107 validation_1-mae:5993.45703 [1188] validation_0-mae:4376.51709 validation_1-mae:5993.42432 [1189] validation_0-mae:4375.30664 validation_1-mae:5993.22559 [1190] validation_0-mae:4374.08350 validation_1-mae:5992.62500 [1191] validation_0-mae:4372.43457 validation_1-mae:5992.39014 [1192] validation_0-mae:4371.52930 validation_1-mae:5992.22852 [1193] validation_0-mae:4370.44629 validation_1-mae:5992.49219 [1194] validation_0-mae:4369.34033 validation_1-mae:5992.49805 [1195] validation_0-mae:4368.72217 validation_1-mae:5992.56738 [1196] validation_0-mae:4367.26807 validation_1-mae:5992.39893 [1197] validation_0-mae:4366.00684 validation_1-mae:5992.44336 [1198] validation_0-mae:4365.62305 validation_1-mae:5992.39258 [1199] validation_0-mae:4365.19824 validation_1-mae:5992.47656 [1200] validation_0-mae:4364.78125 validation_1-mae:5992.60010 [1201] validation_0-mae:4364.39990 validation_1-mae:5992.38232 [1202] validation_0-mae:4363.54590 validation_1-mae:5992.39697 [1203] validation_0-mae:4362.44971 validation_1-mae:5991.92041 [1204] validation_0-mae:4362.03955 validation_1-mae:5991.83398 [1205] validation_0-mae:4361.46143 validation_1-mae:5991.28760 [1206] validation_0-mae:4360.68897 validation_1-mae:5990.74121 [1207] validation_0-mae:4360.54932 validation_1-mae:5990.94385 [1208] validation_0-mae:4359.80469 validation_1-mae:5991.24756 [1209] validation_0-mae:4358.95801 validation_1-mae:5991.11768 [1210] validation_0-mae:4358.62305 validation_1-mae:5991.13770 [1211] validation_0-mae:4358.07617 validation_1-mae:5990.89697 [1212] validation_0-mae:4357.54297 validation_1-mae:5990.77197 [1213] validation_0-mae:4356.52051 validation_1-mae:5990.74219 [1214] validation_0-mae:4355.63623 validation_1-mae:5990.90967 [1215] validation_0-mae:4355.24951 validation_1-mae:5991.15137 [1216] validation_0-mae:4354.46728 validation_1-mae:5991.52686 [1217] validation_0-mae:4353.84277 validation_1-mae:5991.65186 [1218] validation_0-mae:4352.77148 validation_1-mae:5991.43115 [1219] validation_0-mae:4351.36475 validation_1-mae:5991.46680 [1220] validation_0-mae:4351.04639 validation_1-mae:5991.55811 [1221] validation_0-mae:4350.51855 validation_1-mae:5991.66162 [1222] validation_0-mae:4350.46289 validation_1-mae:5991.68262 [1223] validation_0-mae:4349.96143 validation_1-mae:5991.91016 [1224] validation_0-mae:4349.35059 validation_1-mae:5992.15918 [1225] validation_0-mae:4348.49170 validation_1-mae:5992.05957 [1226] validation_0-mae:4348.02100 validation_1-mae:5991.69775 [1227] validation_0-mae:4347.73291 validation_1-mae:5991.66406 [1228] validation_0-mae:4346.93848 validation_1-mae:5991.81592 [1229] validation_0-mae:4346.46240 validation_1-mae:5991.85645 [1230] validation_0-mae:4346.02539 validation_1-mae:5991.85205 [1231] validation_0-mae:4345.26514 validation_1-mae:5991.72656 [1232] validation_0-mae:4343.29297 validation_1-mae:5991.95557 [1233] validation_0-mae:4342.71582 validation_1-mae:5991.94678 [1234] validation_0-mae:4342.01904 validation_1-mae:5991.96777 [1235] validation_0-mae:4341.33008 validation_1-mae:5991.96533 [1236] validation_0-mae:4340.63184 validation_1-mae:5991.67188 [1237] validation_0-mae:4339.95410 validation_1-mae:5991.54980 [1238] validation_0-mae:4338.50049 validation_1-mae:5991.07471 [1239] validation_0-mae:4337.28223 validation_1-mae:5990.26660 [1240] validation_0-mae:4336.04199 validation_1-mae:5990.07227 [1241] validation_0-mae:4334.99463 validation_1-mae:5989.83252 [1242] validation_0-mae:4334.40186 validation_1-mae:5989.82520 [1243] validation_0-mae:4333.35107 validation_1-mae:5989.92676 [1244] validation_0-mae:4331.27002 validation_1-mae:5989.29492 [1245] validation_0-mae:4330.02051 validation_1-mae:5988.14697 [1246] validation_0-mae:4328.36328 validation_1-mae:5988.18311 [1247] validation_0-mae:4326.23535 validation_1-mae:5987.60059 [1248] validation_0-mae:4324.97168 validation_1-mae:5988.23535 [1249] validation_0-mae:4324.35059 validation_1-mae:5988.33887 [1250] validation_0-mae:4323.11182 validation_1-mae:5988.51709 [1251] validation_0-mae:4321.70996 validation_1-mae:5988.98975 [1252] validation_0-mae:4320.05225 validation_1-mae:5989.64551 [1253] validation_0-mae:4319.49316 validation_1-mae:5989.50000 [1254] validation_0-mae:4318.58350 validation_1-mae:5989.05078 [1255] validation_0-mae:4317.30908 validation_1-mae:5989.48682 [1256] validation_0-mae:4316.61621 validation_1-mae:5989.12451 [1257] validation_0-mae:4315.80420 validation_1-mae:5989.09180 [1258] validation_0-mae:4315.08008 validation_1-mae:5989.01758 [1259] validation_0-mae:4312.83545 validation_1-mae:5989.36523 [1260] validation_0-mae:4311.84570 validation_1-mae:5988.95215 [1261] validation_0-mae:4311.31152 validation_1-mae:5989.08789 [1262] validation_0-mae:4310.46533 validation_1-mae:5989.09814 [1263] validation_0-mae:4309.80225 validation_1-mae:5988.73438 [1264] validation_0-mae:4309.39453 validation_1-mae:5988.75586 [1265] validation_0-mae:4308.70361 validation_1-mae:5988.82568 [1266] validation_0-mae:4307.69482 validation_1-mae:5988.99316 [1267] validation_0-mae:4306.95410 validation_1-mae:5988.84961 [1268] validation_0-mae:4306.52539 validation_1-mae:5988.90137 [1269] validation_0-mae:4306.28564 validation_1-mae:5988.93018 [1270] validation_0-mae:4305.45752 validation_1-mae:5988.90674 [1271] validation_0-mae:4304.10010 validation_1-mae:5988.64844 [1272] validation_0-mae:4303.67676 validation_1-mae:5988.62207 [1273] validation_0-mae:4302.91895 validation_1-mae:5988.52539 [1274] validation_0-mae:4300.79541 validation_1-mae:5988.62793 [1275] validation_0-mae:4298.54590 validation_1-mae:5988.56494 [1276] validation_0-mae:4297.07812 validation_1-mae:5989.11230 [1277] validation_0-mae:4295.70654 validation_1-mae:5988.73242 [1278] validation_0-mae:4293.80371 validation_1-mae:5989.27295 [1279] validation_0-mae:4293.16211 validation_1-mae:5989.44287 [1280] validation_0-mae:4292.72559 validation_1-mae:5989.09326 [1281] validation_0-mae:4291.94727 validation_1-mae:5989.19531 [1282] validation_0-mae:4291.45166 validation_1-mae:5989.39404 [1283] validation_0-mae:4290.28418 validation_1-mae:5989.11182 [1284] validation_0-mae:4288.79053 validation_1-mae:5989.08008 [1285] validation_0-mae:4287.65478 validation_1-mae:5989.28662 [1286] validation_0-mae:4286.75928 validation_1-mae:5989.62695 [1287] validation_0-mae:4285.77100 validation_1-mae:5989.95166 [1288] validation_0-mae:4285.35498 validation_1-mae:5989.87451 [1289] validation_0-mae:4284.23096 validation_1-mae:5990.07471 [1290] validation_0-mae:4283.49512 validation_1-mae:5990.22363 [1291] validation_0-mae:4282.70508 validation_1-mae:5989.77783 [1292] validation_0-mae:4281.86377 validation_1-mae:5989.59473 [1293] validation_0-mae:4281.16064 validation_1-mae:5989.67334 [1294] validation_0-mae:4280.28369 validation_1-mae:5989.31103 [1295] validation_0-mae:4279.69092 validation_1-mae:5989.41553 [1296] validation_0-mae:4279.13135 validation_1-mae:5990.09912 [1297] validation_0-mae:4278.59228 validation_1-mae:5990.06982 [1298] validation_0-mae:4277.59326 validation_1-mae:5990.07275 [1299] validation_0-mae:4276.96582 validation_1-mae:5989.90820 [1300] validation_0-mae:4275.66016 validation_1-mae:5989.55273 [1301] validation_0-mae:4274.70898 validation_1-mae:5989.46387 [1302] validation_0-mae:4273.76807 validation_1-mae:5989.57471 [1303] validation_0-mae:4273.00635 validation_1-mae:5989.85547 [1304] validation_0-mae:4272.06885 validation_1-mae:5989.76660 [1305] validation_0-mae:4271.02539 validation_1-mae:5989.34326 [1306] validation_0-mae:4269.69727 validation_1-mae:5989.22314 [1307] validation_0-mae:4268.69482 validation_1-mae:5989.11621 [1308] validation_0-mae:4267.79297 validation_1-mae:5989.40674 [1309] validation_0-mae:4267.21826 validation_1-mae:5989.13965 [1310] validation_0-mae:4266.76465 validation_1-mae:5989.20508 [1311] validation_0-mae:4265.88281 validation_1-mae:5988.72852 [1312] validation_0-mae:4264.82129 validation_1-mae:5988.82617 [1313] validation_0-mae:4264.23145 validation_1-mae:5988.88574 [1314] validation_0-mae:4264.06592 validation_1-mae:5988.70947 [1315] validation_0-mae:4262.36963 validation_1-mae:5988.41748 [1316] validation_0-mae:4261.47363 validation_1-mae:5989.14062 [1317] validation_0-mae:4260.69629 validation_1-mae:5988.78662 [1318] validation_0-mae:4259.82227 validation_1-mae:5988.83398 [1319] validation_0-mae:4257.60596 validation_1-mae:5987.30029 [1320] validation_0-mae:4256.11084 validation_1-mae:5987.90576 [1321] validation_0-mae:4254.03711 validation_1-mae:5986.73535 [1322] validation_0-mae:4253.85938 validation_1-mae:5986.89551 [1323] validation_0-mae:4252.25732 validation_1-mae:5987.15527 [1324] validation_0-mae:4251.15430 validation_1-mae:5986.85010 [1325] validation_0-mae:4249.57715 validation_1-mae:5985.99756 [1326] validation_0-mae:4248.90332 validation_1-mae:5986.07324 [1327] validation_0-mae:4247.73828 validation_1-mae:5986.02197 [1328] validation_0-mae:4247.46777 validation_1-mae:5986.06397 [1329] validation_0-mae:4247.30078 validation_1-mae:5986.26465 [1330] validation_0-mae:4245.58496 validation_1-mae:5985.91553 [1331] validation_0-mae:4244.35986 validation_1-mae:5986.01807 [1332] validation_0-mae:4242.39014 validation_1-mae:5986.01514 [1333] validation_0-mae:4241.33887 validation_1-mae:5985.59619 [1334] validation_0-mae:4240.36914 validation_1-mae:5985.36816 [1335] validation_0-mae:4238.18799 validation_1-mae:5984.41455 [1336] validation_0-mae:4236.84912 validation_1-mae:5984.17334 [1337] validation_0-mae:4235.60352 validation_1-mae:5984.29346 [1338] validation_0-mae:4233.87402 validation_1-mae:5983.79785 [1339] validation_0-mae:4232.83984 validation_1-mae:5983.70068 [1340] validation_0-mae:4231.56397 validation_1-mae:5983.54053 [1341] validation_0-mae:4229.98486 validation_1-mae:5983.59375 [1342] validation_0-mae:4229.26367 validation_1-mae:5983.77881 [1343] validation_0-mae:4227.93603 validation_1-mae:5983.07471 [1344] validation_0-mae:4227.02930 validation_1-mae:5982.77686 [1345] validation_0-mae:4226.10205 validation_1-mae:5983.35352 [1346] validation_0-mae:4224.87109 validation_1-mae:5982.76562 [1347] validation_0-mae:4223.83350 validation_1-mae:5982.13428 [1348] validation_0-mae:4222.64648 validation_1-mae:5982.07031 [1349] validation_0-mae:4221.81738 validation_1-mae:5981.84228 [1350] validation_0-mae:4220.29932 validation_1-mae:5982.14551 [1351] validation_0-mae:4218.94385 validation_1-mae:5982.52686 [1352] validation_0-mae:4218.13428 validation_1-mae:5982.30859 [1353] validation_0-mae:4216.95752 validation_1-mae:5981.97559 [1354] validation_0-mae:4215.26611 validation_1-mae:5981.37305 [1355] validation_0-mae:4214.52832 validation_1-mae:5981.53809 [1356] validation_0-mae:4213.62012 validation_1-mae:5981.58105 [1357] validation_0-mae:4213.20654 validation_1-mae:5981.39746 [1358] validation_0-mae:4212.33984 validation_1-mae:5981.39941 [1359] validation_0-mae:4211.15381 validation_1-mae:5981.19434 [1360] validation_0-mae:4210.88281 validation_1-mae:5981.31006 [1361] validation_0-mae:4210.62647 validation_1-mae:5981.44727 [1362] validation_0-mae:4210.11279 validation_1-mae:5981.34277 [1363] validation_0-mae:4208.81982 validation_1-mae:5981.49072 [1364] validation_0-mae:4207.23535 validation_1-mae:5982.39551 [1365] validation_0-mae:4206.09570 validation_1-mae:5982.11865 [1366] validation_0-mae:4204.83301 validation_1-mae:5981.98145 [1367] validation_0-mae:4203.54150 validation_1-mae:5981.94434 [1368] validation_0-mae:4202.54639 validation_1-mae:5982.06641 [1369] validation_0-mae:4201.72119 validation_1-mae:5981.92676 [1370] validation_0-mae:4201.10547 validation_1-mae:5982.00830 [1371] validation_0-mae:4199.73633 validation_1-mae:5981.82178 [1372] validation_0-mae:4197.66357 validation_1-mae:5982.67383 [1373] validation_0-mae:4197.14893 validation_1-mae:5982.75049 [1374] validation_0-mae:4196.07275 validation_1-mae:5982.81641 [1375] validation_0-mae:4195.85547 validation_1-mae:5982.78027 [1376] validation_0-mae:4194.60742 validation_1-mae:5982.97949 [1377] validation_0-mae:4193.66699 validation_1-mae:5983.40234 [1378] validation_0-mae:4192.95312 validation_1-mae:5983.41553 [1379] validation_0-mae:4192.60352 validation_1-mae:5983.22217 [1380] validation_0-mae:4192.30615 validation_1-mae:5983.00293 [1381] validation_0-mae:4191.68848 validation_1-mae:5982.96973 [1382] validation_0-mae:4191.33008 validation_1-mae:5982.78223 [1383] validation_0-mae:4190.94287 validation_1-mae:5983.03760 [1384] validation_0-mae:4190.23877 validation_1-mae:5982.83740 [1385] validation_0-mae:4189.34522 validation_1-mae:5983.39404 [1386] validation_0-mae:4188.71338 validation_1-mae:5983.22266 [1387] validation_0-mae:4188.21582 validation_1-mae:5983.18408 [1388] validation_0-mae:4186.67432 validation_1-mae:5982.86426 [1389] validation_0-mae:4184.42725 validation_1-mae:5981.78272 [1390] validation_0-mae:4183.06592 validation_1-mae:5982.03320 [1391] validation_0-mae:4181.54150 validation_1-mae:5981.94971 [1392] validation_0-mae:4180.61523 validation_1-mae:5982.14014 [1393] validation_0-mae:4178.73047 validation_1-mae:5981.35840 [1394] validation_0-mae:4177.45068 validation_1-mae:5981.77490 [1395] validation_0-mae:4175.90918 validation_1-mae:5981.78320 [1396] validation_0-mae:4174.54053 validation_1-mae:5981.73682 [1397] validation_0-mae:4173.53516 validation_1-mae:5981.30225 [1398] validation_0-mae:4172.91211 validation_1-mae:5981.74756 [1399] validation_0-mae:4172.03467 validation_1-mae:5981.63379 [1400] validation_0-mae:4171.28125 validation_1-mae:5981.99658 [1401] validation_0-mae:4170.45996 validation_1-mae:5982.37647 [1402] validation_0-mae:4169.02197 validation_1-mae:5982.64355 [1403] validation_0-mae:4168.11035 validation_1-mae:5982.88135 [1404] validation_0-mae:4167.63477 validation_1-mae:5983.13379 [1405] validation_0-mae:4167.00977 validation_1-mae:5983.42773 [1406] validation_0-mae:4165.92480 validation_1-mae:5982.87305 [1407] validation_0-mae:4164.81103 validation_1-mae:5982.59668 [1408] validation_0-mae:4163.33496 validation_1-mae:5982.54688 [1409] validation_0-mae:4162.15625 validation_1-mae:5982.95020 [1410] validation_0-mae:4161.28711 validation_1-mae:5983.35449 [1411] validation_0-mae:4160.38916 validation_1-mae:5983.68994 [1412] validation_0-mae:4158.81982 validation_1-mae:5983.51904 [1413] validation_0-mae:4158.09424 validation_1-mae:5983.12158 [1414] validation_0-mae:4157.22119 validation_1-mae:5983.16406 [1415] validation_0-mae:4156.98828 validation_1-mae:5983.13916 [1416] validation_0-mae:4156.19287 validation_1-mae:5982.85059 [1417] validation_0-mae:4155.67529 validation_1-mae:5982.88135 [1418] validation_0-mae:4155.40625 validation_1-mae:5982.89502 [1419] validation_0-mae:4154.53076 validation_1-mae:5983.08789 [1420] validation_0-mae:4153.83154 validation_1-mae:5983.02148 [1421] validation_0-mae:4153.25293 validation_1-mae:5983.12061 [1422] validation_0-mae:4152.89600 validation_1-mae:5983.13525 [1423] validation_0-mae:4152.28467 validation_1-mae:5983.41113 [1424] validation_0-mae:4151.82031 validation_1-mae:5983.46094 [1425] validation_0-mae:4151.46191 validation_1-mae:5983.89697 [1426] validation_0-mae:4151.26465 validation_1-mae:5984.01611 [1427] validation_0-mae:4150.74561 validation_1-mae:5984.35352 [1428] validation_0-mae:4149.89209 validation_1-mae:5983.95996 [1429] validation_0-mae:4148.93603 validation_1-mae:5984.02734 [1430] validation_0-mae:4148.65723 validation_1-mae:5984.03809 [1431] validation_0-mae:4148.16309 validation_1-mae:5983.97412 [1432] validation_0-mae:4147.19727 validation_1-mae:5983.93848 [1433] validation_0-mae:4146.01660 validation_1-mae:5983.34277 [1434] validation_0-mae:4145.30469 validation_1-mae:5983.56348 [1435] validation_0-mae:4144.15576 validation_1-mae:5983.71826 [1436] validation_0-mae:4143.20654 validation_1-mae:5983.34375 [1437] validation_0-mae:4141.74951 validation_1-mae:5983.45166 [1438] validation_0-mae:4140.66064 validation_1-mae:5983.69824 [1439] validation_0-mae:4138.52539 validation_1-mae:5984.37305 [1440] validation_0-mae:4137.62353 validation_1-mae:5984.14795 [1441] validation_0-mae:4136.25830 validation_1-mae:5983.75147 [1442] validation_0-mae:4134.98438 validation_1-mae:5983.59961 [1443] validation_0-mae:4133.99414 validation_1-mae:5982.82861 [1444] validation_0-mae:4132.85107 validation_1-mae:5982.75293 [1445] validation_0-mae:4131.86816 validation_1-mae:5982.55371 [1446] validation_0-mae:4130.62695 validation_1-mae:5982.52978 [1447] validation_0-mae:4129.16260 validation_1-mae:5982.48486 [1448] validation_0-mae:4128.47266 validation_1-mae:5982.66943 [1449] validation_0-mae:4127.99853 validation_1-mae:5982.44141 [1450] validation_0-mae:4127.52051 validation_1-mae:5982.43506 [1451] validation_0-mae:4126.45410 validation_1-mae:5982.53174 [1452] validation_0-mae:4125.74658 validation_1-mae:5982.53174 [1453] validation_0-mae:4124.12793 validation_1-mae:5982.36377 [1454] validation_0-mae:4122.99658 validation_1-mae:5982.05762 [1455] validation_0-mae:4122.45850 validation_1-mae:5981.65039 [1456] validation_0-mae:4121.46338 validation_1-mae:5981.68750 [1457] validation_0-mae:4120.58105 validation_1-mae:5981.25879 [1458] validation_0-mae:4118.97022 validation_1-mae:5981.49756 [1459] validation_0-mae:4117.63428 validation_1-mae:5981.09326 [1460] validation_0-mae:4116.16943 validation_1-mae:5981.25342 [1461] validation_0-mae:4115.32373 validation_1-mae:5981.34619 [1462] validation_0-mae:4113.81250 validation_1-mae:5981.53760 [1463] validation_0-mae:4112.89160 validation_1-mae:5981.61670 [1464] validation_0-mae:4111.16943 validation_1-mae:5981.88672 [1465] validation_0-mae:4109.83887 validation_1-mae:5982.20508 [1466] validation_0-mae:4108.48340 validation_1-mae:5982.54980 [1467] validation_0-mae:4107.10303 validation_1-mae:5982.52637 [1468] validation_0-mae:4106.21338 validation_1-mae:5982.66211 [1469] validation_0-mae:4105.11670 validation_1-mae:5983.07031 [1470] validation_0-mae:4104.44189 validation_1-mae:5982.90918 [1471] validation_0-mae:4103.61914 validation_1-mae:5982.96924 [1472] validation_0-mae:4103.00147 validation_1-mae:5982.80273 [1473] validation_0-mae:4102.43457 validation_1-mae:5982.92725 [1474] validation_0-mae:4101.74170 validation_1-mae:5983.09522 [1475] validation_0-mae:4101.11279 validation_1-mae:5983.28906 [1476] validation_0-mae:4100.32715 validation_1-mae:5983.39453 [1477] validation_0-mae:4099.63184 validation_1-mae:5983.10840 [1478] validation_0-mae:4098.84570 validation_1-mae:5983.20312 [1479] validation_0-mae:4098.17139 validation_1-mae:5983.41895 [1480] validation_0-mae:4097.89502 validation_1-mae:5983.17725 [1481] validation_0-mae:4096.58691 validation_1-mae:5982.55029 [1482] validation_0-mae:4095.31079 validation_1-mae:5982.62744 [1483] validation_0-mae:4094.65039 validation_1-mae:5982.37598 [1484] validation_0-mae:4094.22656 validation_1-mae:5982.43897 [1485] validation_0-mae:4093.69116 validation_1-mae:5982.42236 [1486] validation_0-mae:4092.77197 validation_1-mae:5982.35449 [1487] validation_0-mae:4091.24487 validation_1-mae:5982.88867 [1488] validation_0-mae:4090.59644 validation_1-mae:5982.84863 [1489] validation_0-mae:4089.93945 validation_1-mae:5983.02100 [1490] validation_0-mae:4089.36304 validation_1-mae:5982.87402 [1491] validation_0-mae:4088.33179 validation_1-mae:5982.23047 [1492] validation_0-mae:4086.84229 validation_1-mae:5981.75928 [1493] validation_0-mae:4086.49048 validation_1-mae:5981.78906 [1494] validation_0-mae:4086.12622 validation_1-mae:5981.54346 [1495] validation_0-mae:4084.49268 validation_1-mae:5980.78125 [1496] validation_0-mae:4083.69141 validation_1-mae:5981.15820 [1497] validation_0-mae:4083.36377 validation_1-mae:5981.16309 [1498] validation_0-mae:4082.32471 validation_1-mae:5981.67334 [1499] validation_0-mae:4081.32031 validation_1-mae:5981.77978 [1500] validation_0-mae:4079.94775 validation_1-mae:5981.21875 [1501] validation_0-mae:4078.82153 validation_1-mae:5981.04785 [1502] validation_0-mae:4078.08984 validation_1-mae:5980.95215 [1503] validation_0-mae:4076.98071 validation_1-mae:5981.05566 [1504] validation_0-mae:4076.03394 validation_1-mae:5980.56543 [1505] validation_0-mae:4075.17139 validation_1-mae:5981.40576 [1506] validation_0-mae:4074.25171 validation_1-mae:5980.89600 [1507] validation_0-mae:4073.24805 validation_1-mae:5981.01367 [1508] validation_0-mae:4072.67041 validation_1-mae:5981.05518 [1509] validation_0-mae:4071.84424 validation_1-mae:5980.70312 [1510] validation_0-mae:4071.67285 validation_1-mae:5980.59717 [1511] validation_0-mae:4071.58716 validation_1-mae:5980.58594 [1512] validation_0-mae:4071.56543 validation_1-mae:5980.57812 [1513] validation_0-mae:4070.46631 validation_1-mae:5980.59863 [1514] validation_0-mae:4069.42017 validation_1-mae:5980.54541 [1515] validation_0-mae:4068.72217 validation_1-mae:5980.71484 [1516] validation_0-mae:4068.13330 validation_1-mae:5980.59131 [1517] validation_0-mae:4067.63696 validation_1-mae:5980.76416 [1518] validation_0-mae:4066.43872 validation_1-mae:5980.64453 [1519] validation_0-mae:4066.01709 validation_1-mae:5980.60693 [1520] validation_0-mae:4065.81519 validation_1-mae:5980.57617 [1521] validation_0-mae:4064.57812 validation_1-mae:5980.42871 [1522] validation_0-mae:4064.50366 validation_1-mae:5980.33936 [1523] validation_0-mae:4063.53809 validation_1-mae:5980.49805 [1524] validation_0-mae:4062.84424 validation_1-mae:5980.87744 [1525] validation_0-mae:4061.86279 validation_1-mae:5980.43457 [1526] validation_0-mae:4061.24170 validation_1-mae:5980.58301 [1527] validation_0-mae:4060.22095 validation_1-mae:5980.97852 [1528] validation_0-mae:4059.54590 validation_1-mae:5981.07861 [1529] validation_0-mae:4059.45190 validation_1-mae:5981.13330 [1530] validation_0-mae:4058.84204 validation_1-mae:5981.30029 [1531] validation_0-mae:4058.53467 validation_1-mae:5981.11963 [1532] validation_0-mae:4058.18018 validation_1-mae:5981.25977 [1533] validation_0-mae:4057.19458 validation_1-mae:5980.98047 [1534] validation_0-mae:4056.04712 validation_1-mae:5980.96387 [1535] validation_0-mae:4054.72876 validation_1-mae:5980.68652 [1536] validation_0-mae:4053.68042 validation_1-mae:5980.59912 [1537] validation_0-mae:4052.85767 validation_1-mae:5980.48828 [1538] validation_0-mae:4052.47754 validation_1-mae:5980.43018 [1539] validation_0-mae:4050.91724 validation_1-mae:5979.91260 [1540] validation_0-mae:4049.49487 validation_1-mae:5979.53027 [1541] validation_0-mae:4048.41162 validation_1-mae:5979.39355 [1542] validation_0-mae:4047.53418 validation_1-mae:5979.25147 [1543] validation_0-mae:4047.04419 validation_1-mae:5979.07568 [1544] validation_0-mae:4046.41626 validation_1-mae:5979.00342 [1545] validation_0-mae:4045.44922 validation_1-mae:5979.21973 [1546] validation_0-mae:4044.29394 validation_1-mae:5979.64648 [1547] validation_0-mae:4043.02197 validation_1-mae:5979.69385 [1548] validation_0-mae:4042.60278 validation_1-mae:5979.70068 [1549] validation_0-mae:4041.98291 validation_1-mae:5979.58838 [1550] validation_0-mae:4041.38062 validation_1-mae:5979.75000 [1551] validation_0-mae:4040.66089 validation_1-mae:5979.56592 [1552] validation_0-mae:4039.47803 validation_1-mae:5978.67139 [1553] validation_0-mae:4039.19751 validation_1-mae:5978.80420 [1554] validation_0-mae:4038.58350 validation_1-mae:5978.83057 [1555] validation_0-mae:4037.06470 validation_1-mae:5978.47998 [1556] validation_0-mae:4036.42871 validation_1-mae:5978.22900 [1557] validation_0-mae:4035.80591 validation_1-mae:5978.03320 [1558] validation_0-mae:4035.36670 validation_1-mae:5977.87402 [1559] validation_0-mae:4035.06787 validation_1-mae:5977.91357 [1560] validation_0-mae:4034.33545 validation_1-mae:5977.66016 [1561] validation_0-mae:4033.28003 validation_1-mae:5977.81348 [1562] validation_0-mae:4032.74390 validation_1-mae:5977.97949 [1563] validation_0-mae:4031.85059 validation_1-mae:5978.04492 [1564] validation_0-mae:4031.52539 validation_1-mae:5978.15772 [1565] validation_0-mae:4031.05762 validation_1-mae:5978.47656 [1566] validation_0-mae:4030.53076 validation_1-mae:5978.71436 [1567] validation_0-mae:4030.00220 validation_1-mae:5978.56738 [1568] validation_0-mae:4029.76978 validation_1-mae:5978.69580 [1569] validation_0-mae:4029.72827 validation_1-mae:5978.70264 [1570] validation_0-mae:4029.28980 validation_1-mae:5978.80078 [1571] validation_0-mae:4028.11816 validation_1-mae:5978.59863 [1572] validation_0-mae:4026.95606 validation_1-mae:5978.57324 [1573] validation_0-mae:4025.69824 validation_1-mae:5978.24268 [1574] validation_0-mae:4025.26099 validation_1-mae:5978.25781 [1575] validation_0-mae:4024.65869 validation_1-mae:5978.11035 [1576] validation_0-mae:4023.63965 validation_1-mae:5978.94482 [1577] validation_0-mae:4023.15796 validation_1-mae:5978.89893 [1578] validation_0-mae:4021.41870 validation_1-mae:5978.76025 [1579] validation_0-mae:4020.81006 validation_1-mae:5978.69824 [1580] validation_0-mae:4020.23242 validation_1-mae:5978.66650 [1581] validation_0-mae:4019.16626 validation_1-mae:5978.65918 [1582] validation_0-mae:4018.62866 validation_1-mae:5978.41797 [1583] validation_0-mae:4017.98901 validation_1-mae:5978.24072 [1584] validation_0-mae:4017.11719 validation_1-mae:5978.58252 [1585] validation_0-mae:4016.03564 validation_1-mae:5978.54004 [1586] validation_0-mae:4015.76807 validation_1-mae:5978.44873 [1587] validation_0-mae:4015.26880 validation_1-mae:5978.44385 [1588] validation_0-mae:4014.77563 validation_1-mae:5978.28955 [1589] validation_0-mae:4014.48047 validation_1-mae:5978.31103 [1590] validation_0-mae:4014.34595 validation_1-mae:5978.31103 [1591] validation_0-mae:4013.97314 validation_1-mae:5978.58203 [1592] validation_0-mae:4013.58130 validation_1-mae:5978.75439 [1593] validation_0-mae:4012.88794 validation_1-mae:5978.97119 [1594] validation_0-mae:4011.74585 validation_1-mae:5979.09473 [1595] validation_0-mae:4011.10889 validation_1-mae:5979.34863 [1596] validation_0-mae:4010.20874 validation_1-mae:5979.30225 [1597] validation_0-mae:4009.55933 validation_1-mae:5979.08398 [1598] validation_0-mae:4009.16699 validation_1-mae:5979.31494 [1599] validation_0-mae:4008.92969 validation_1-mae:5979.60059 [1600] validation_0-mae:4008.14307 validation_1-mae:5979.02686 [1601] validation_0-mae:4006.77441 validation_1-mae:5978.53418 [1602] validation_0-mae:4006.03247 validation_1-mae:5978.83105 [1603] validation_0-mae:4005.60010 validation_1-mae:5978.65918 [1604] validation_0-mae:4004.21265 validation_1-mae:5978.94434 [1605] validation_0-mae:4003.07056 validation_1-mae:5978.67480 [1606] validation_0-mae:4002.34033 validation_1-mae:5978.08984 [1607] validation_0-mae:4001.36279 validation_1-mae:5978.43457 [1608] validation_0-mae:4000.10522 validation_1-mae:5979.19580 [1609] validation_0-mae:3998.73022 validation_1-mae:5980.11475 [1610] validation_0-mae:3998.06177 validation_1-mae:5980.20215 [1611] validation_0-mae:3996.99097 validation_1-mae:5979.95557 [1612] validation_0-mae:3996.38843 validation_1-mae:5979.91211 [1613] validation_0-mae:3995.05322 validation_1-mae:5979.75781 [1614] validation_0-mae:3994.47852 validation_1-mae:5980.19092 [1615] validation_0-mae:3993.39575 validation_1-mae:5980.12305 [1616] validation_0-mae:3991.98950 validation_1-mae:5980.41748 [1617] validation_0-mae:3991.22388 validation_1-mae:5980.30908 [1618] validation_0-mae:3990.25806 validation_1-mae:5980.26562 [1619] validation_0-mae:3989.01587 validation_1-mae:5980.06445 [1620] validation_0-mae:3988.42822 validation_1-mae:5980.30908 [1621] validation_0-mae:3987.86133 validation_1-mae:5980.06787 [1622] validation_0-mae:3987.18237 validation_1-mae:5979.78662 [1623] validation_0-mae:3986.47876 validation_1-mae:5980.45117 [1624] validation_0-mae:3986.11963 validation_1-mae:5980.54541 [1625] validation_0-mae:3985.12891 validation_1-mae:5980.76758 [1626] validation_0-mae:3984.46143 validation_1-mae:5980.79004 [1627] validation_0-mae:3983.93091 validation_1-mae:5980.74072 [1628] validation_0-mae:3983.60107 validation_1-mae:5980.84424 [1629] validation_0-mae:3983.27246 validation_1-mae:5980.76904 [1630] validation_0-mae:3982.39990 validation_1-mae:5980.74023 [1631] validation_0-mae:3981.40381 validation_1-mae:5980.81055 [1632] validation_0-mae:3980.62378 validation_1-mae:5980.66504 [1633] validation_0-mae:3979.27563 validation_1-mae:5980.80469 [1634] validation_0-mae:3978.24927 validation_1-mae:5980.23779 [1635] validation_0-mae:3977.80469 validation_1-mae:5980.21826 [1636] validation_0-mae:3977.27100 validation_1-mae:5979.91357 [1637] validation_0-mae:3976.07861 validation_1-mae:5979.71045 [1638] validation_0-mae:3974.85864 validation_1-mae:5979.62012 [1639] validation_0-mae:3974.30835 validation_1-mae:5979.55518 [1640] validation_0-mae:3973.41138 validation_1-mae:5979.41797 [1641] validation_0-mae:3972.72485 validation_1-mae:5979.09033 [1642] validation_0-mae:3972.28149 validation_1-mae:5978.89258 [1643] validation_0-mae:3971.69189 validation_1-mae:5978.92383 [1644] validation_0-mae:3970.91040 validation_1-mae:5978.75244 [1645] validation_0-mae:3970.11597 validation_1-mae:5978.98682 [1646] validation_0-mae:3969.25928 validation_1-mae:5978.93848 [1647] validation_0-mae:3968.32642 validation_1-mae:5978.43262 [1648] validation_0-mae:3967.92603 validation_1-mae:5978.58252 [1649] validation_0-mae:3966.98755 validation_1-mae:5978.56885 [1650] validation_0-mae:3966.45117 validation_1-mae:5978.51318 [1651] validation_0-mae:3965.56128 validation_1-mae:5978.73926 [1652] validation_0-mae:3964.34546 validation_1-mae:5978.55908 [1653] validation_0-mae:3963.22412 validation_1-mae:5978.55566 [1654] validation_0-mae:3962.25830 validation_1-mae:5978.79932 [1655] validation_0-mae:3960.84131 validation_1-mae:5978.89893 [1656] validation_0-mae:3960.31909 validation_1-mae:5979.05713 [1657] validation_0-mae:3959.56665 validation_1-mae:5978.82178 [1658] validation_0-mae:3958.47144 validation_1-mae:5978.86670 [1659] validation_0-mae:3956.85376 validation_1-mae:5979.02539 [1660] validation_0-mae:3956.03638 validation_1-mae:5978.95654 [1661] validation_0-mae:3955.47021 validation_1-mae:5978.81592 [1662] validation_0-mae:3954.49072 validation_1-mae:5979.08887 [1663] validation_0-mae:3953.34570 validation_1-mae:5979.10889 [1664] validation_0-mae:3952.67139 validation_1-mae:5978.66943 [1665] validation_0-mae:3951.54956 validation_1-mae:5978.60010 [1666] validation_0-mae:3950.93018 validation_1-mae:5978.85205 [1667] validation_0-mae:3950.30298 validation_1-mae:5978.80127 [1668] validation_0-mae:3949.91309 validation_1-mae:5978.79932 [1669] validation_0-mae:3949.01269 validation_1-mae:5978.56738 [1670] validation_0-mae:3948.01807 validation_1-mae:5978.97900 [1671] validation_0-mae:3947.36231 validation_1-mae:5979.16650 [1672] validation_0-mae:3946.86426 validation_1-mae:5979.52002 [1673] validation_0-mae:3945.78271 validation_1-mae:5979.41797 [1674] validation_0-mae:3945.44165 validation_1-mae:5979.55908 [1675] validation_0-mae:3945.00122 validation_1-mae:5979.50732 [1676] validation_0-mae:3944.04004 validation_1-mae:5979.77051 [1677] validation_0-mae:3943.21948 validation_1-mae:5979.91553 [1678] validation_0-mae:3942.16357 validation_1-mae:5980.50293 [1679] validation_0-mae:3941.83350 validation_1-mae:5980.52588 [1680] validation_0-mae:3941.18481 validation_1-mae:5980.51514 [1681] validation_0-mae:3940.77612 validation_1-mae:5980.68506 [1682] validation_0-mae:3939.96509 validation_1-mae:5980.84228 [1683] validation_0-mae:3939.48291 validation_1-mae:5981.08105 [1684] validation_0-mae:3939.04810 validation_1-mae:5980.84131 [1685] validation_0-mae:3938.02222 validation_1-mae:5980.99268 [1686] validation_0-mae:3937.50391 validation_1-mae:5981.36621 [1687] validation_0-mae:3936.56641 validation_1-mae:5981.44824 [1688] validation_0-mae:3935.59985 validation_1-mae:5981.63135 [1689] validation_0-mae:3935.51196 validation_1-mae:5981.65478 [1690] validation_0-mae:3934.58203 validation_1-mae:5982.13672 [1691] validation_0-mae:3934.16138 validation_1-mae:5982.29297 [1692] validation_0-mae:3933.57178 validation_1-mae:5982.13818 [1693] validation_0-mae:3932.78101 validation_1-mae:5982.02930 [1694] validation_0-mae:3931.74292 validation_1-mae:5982.24170 [1695] validation_0-mae:3931.04956 validation_1-mae:5982.47168 [1696] validation_0-mae:3928.90210 validation_1-mae:5982.05713 [1697] validation_0-mae:3928.01025 validation_1-mae:5982.55176 [1698] validation_0-mae:3927.00879 validation_1-mae:5983.59277 [1699] validation_0-mae:3926.27979 validation_1-mae:5984.16504 Dropping: orygi [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.14258 [13] validation_0-mae:9819.97461 validation_1-mae:9626.33984 [14] validation_0-mae:9418.90527 validation_1-mae:9235.68164 [15] validation_0-mae:9084.41894 validation_1-mae:8908.25391 [16] validation_0-mae:8802.76660 validation_1-mae:8636.84473 [17] validation_0-mae:8567.56836 validation_1-mae:8412.41309 [18] validation_0-mae:8374.73828 validation_1-mae:8224.23438 [19] validation_0-mae:8211.97070 validation_1-mae:8071.29590 [20] validation_0-mae:8069.25439 validation_1-mae:7940.15967 [21] validation_0-mae:7944.89600 validation_1-mae:7832.24023 [22] validation_0-mae:7846.75635 validation_1-mae:7746.08008 [23] validation_0-mae:7760.49268 validation_1-mae:7676.95166 [24] validation_0-mae:7676.77881 validation_1-mae:7598.60498 [25] validation_0-mae:7604.22461 validation_1-mae:7535.28467 [26] validation_0-mae:7548.76855 validation_1-mae:7488.50049 [27] validation_0-mae:7488.48926 validation_1-mae:7434.46973 [28] validation_0-mae:7439.25342 validation_1-mae:7393.37988 [29] validation_0-mae:7397.08154 validation_1-mae:7359.20801 [30] validation_0-mae:7361.37939 validation_1-mae:7328.57910 [31] validation_0-mae:7320.82324 validation_1-mae:7291.98535 [32] validation_0-mae:7292.41406 validation_1-mae:7274.51855 [33] validation_0-mae:7264.21240 validation_1-mae:7253.88867 [34] validation_0-mae:7233.89893 validation_1-mae:7233.93018 [35] validation_0-mae:7202.42920 validation_1-mae:7209.05762 [36] validation_0-mae:7185.20361 validation_1-mae:7195.64307 [37] validation_0-mae:7167.49853 validation_1-mae:7185.62793 [38] validation_0-mae:7142.06152 validation_1-mae:7164.12939 [39] validation_0-mae:7120.69287 validation_1-mae:7146.94238 [40] validation_0-mae:7102.86865 validation_1-mae:7136.57471 [41] validation_0-mae:7086.70312 validation_1-mae:7124.18018 [42] validation_0-mae:7069.58447 validation_1-mae:7113.43799 [43] validation_0-mae:7049.53027 validation_1-mae:7099.75293 [44] validation_0-mae:7037.13135 validation_1-mae:7089.07227 [45] validation_0-mae:7011.87891 validation_1-mae:7068.62891 [46] validation_0-mae:6988.43945 validation_1-mae:7048.82910 [47] validation_0-mae:6972.56152 validation_1-mae:7040.76172 [48] validation_0-mae:6947.87549 validation_1-mae:7022.29346 [49] validation_0-mae:6933.69238 validation_1-mae:7012.24316 [50] validation_0-mae:6915.77148 validation_1-mae:6999.31397 [51] validation_0-mae:6900.55615 validation_1-mae:6986.86572 [52] validation_0-mae:6889.27148 validation_1-mae:6981.07959 [53] validation_0-mae:6875.39160 validation_1-mae:6971.47217 [54] validation_0-mae:6865.36963 validation_1-mae:6967.29492 [55] validation_0-mae:6847.73633 validation_1-mae:6951.66504 [56] validation_0-mae:6831.06250 validation_1-mae:6937.24023 [57] validation_0-mae:6822.33252 validation_1-mae:6933.10742 [58] validation_0-mae:6810.88574 validation_1-mae:6922.61719 [59] validation_0-mae:6795.66113 validation_1-mae:6909.27539 [60] validation_0-mae:6783.38623 validation_1-mae:6898.78516 [61] validation_0-mae:6770.12353 validation_1-mae:6890.57324 [62] validation_0-mae:6758.69922 validation_1-mae:6880.89160 [63] validation_0-mae:6745.79736 validation_1-mae:6869.50732 [64] validation_0-mae:6735.05664 validation_1-mae:6862.34863 [65] validation_0-mae:6720.97022 validation_1-mae:6854.26709 [66] validation_0-mae:6707.59766 validation_1-mae:6844.22314 [67] validation_0-mae:6697.44971 validation_1-mae:6836.23096 [68] validation_0-mae:6681.71289 validation_1-mae:6823.55713 [69] validation_0-mae:6674.26904 validation_1-mae:6820.47754 [70] validation_0-mae:6661.05762 validation_1-mae:6810.88379 [71] validation_0-mae:6648.99853 validation_1-mae:6800.87158 [72] validation_0-mae:6638.93262 validation_1-mae:6793.68262 [73] validation_0-mae:6625.05029 validation_1-mae:6780.27393 [74] validation_0-mae:6616.62842 validation_1-mae:6775.83057 [75] validation_0-mae:6610.62012 validation_1-mae:6771.47119 [76] validation_0-mae:6603.80420 validation_1-mae:6765.31055 [77] validation_0-mae:6596.43213 validation_1-mae:6759.58105 [78] validation_0-mae:6586.54492 validation_1-mae:6752.65478 [79] validation_0-mae:6568.51367 validation_1-mae:6739.25635 [80] validation_0-mae:6559.98779 validation_1-mae:6730.91016 [81] validation_0-mae:6554.15430 validation_1-mae:6727.88379 [82] validation_0-mae:6549.21728 validation_1-mae:6725.01807 [83] validation_0-mae:6538.87939 validation_1-mae:6715.99023 [84] validation_0-mae:6527.83887 validation_1-mae:6708.57617 [85] validation_0-mae:6517.57812 validation_1-mae:6700.60742 [86] validation_0-mae:6507.20898 validation_1-mae:6691.49268 [87] validation_0-mae:6496.59619 validation_1-mae:6682.57959 [88] validation_0-mae:6488.79590 validation_1-mae:6676.84863 [89] validation_0-mae:6481.42139 validation_1-mae:6672.66309 [90] validation_0-mae:6472.62939 validation_1-mae:6666.27002 [91] validation_0-mae:6465.73633 validation_1-mae:6660.53223 [92] validation_0-mae:6458.00098 validation_1-mae:6657.01465 [93] validation_0-mae:6449.31445 validation_1-mae:6652.00147 [94] validation_0-mae:6443.06152 validation_1-mae:6649.11475 [95] validation_0-mae:6436.89844 validation_1-mae:6645.59326 [96] validation_0-mae:6431.31201 validation_1-mae:6641.80176 [97] validation_0-mae:6421.96191 validation_1-mae:6633.65820 [98] validation_0-mae:6415.33252 validation_1-mae:6628.18164 [99] validation_0-mae:6409.21582 validation_1-mae:6625.99756 [100] validation_0-mae:6402.19092 validation_1-mae:6621.20459 [101] validation_0-mae:6395.65039 validation_1-mae:6616.92969 [102] validation_0-mae:6386.35986 validation_1-mae:6610.68408 [103] validation_0-mae:6383.38184 validation_1-mae:6608.72070 [104] validation_0-mae:6376.19629 validation_1-mae:6604.21826 [105] validation_0-mae:6371.24121 validation_1-mae:6599.96387 [106] validation_0-mae:6366.02441 validation_1-mae:6596.11963 [107] validation_0-mae:6362.04639 validation_1-mae:6593.18506 [108] validation_0-mae:6357.28027 validation_1-mae:6591.30371 [109] validation_0-mae:6351.42969 validation_1-mae:6588.48682 [110] validation_0-mae:6345.66895 validation_1-mae:6587.73145 [111] validation_0-mae:6340.23438 validation_1-mae:6585.06152 [112] validation_0-mae:6336.22803 validation_1-mae:6582.87451 [113] validation_0-mae:6331.59717 validation_1-mae:6579.11377 [114] validation_0-mae:6325.56494 validation_1-mae:6575.36719 [115] validation_0-mae:6322.28809 validation_1-mae:6574.77393 [116] validation_0-mae:6313.50391 validation_1-mae:6569.42676 [117] validation_0-mae:6307.76855 validation_1-mae:6565.81592 [118] validation_0-mae:6303.23291 validation_1-mae:6562.50635 [119] validation_0-mae:6296.76465 validation_1-mae:6559.14893 [120] validation_0-mae:6291.30762 validation_1-mae:6555.36670 [121] validation_0-mae:6286.13281 validation_1-mae:6552.16602 [122] validation_0-mae:6281.77539 validation_1-mae:6547.59228 [123] validation_0-mae:6274.07861 validation_1-mae:6542.50830 [124] validation_0-mae:6266.92188 validation_1-mae:6537.43750 [125] validation_0-mae:6262.43311 validation_1-mae:6535.69922 [126] validation_0-mae:6254.81543 validation_1-mae:6529.00684 [127] validation_0-mae:6250.10400 validation_1-mae:6525.51514 [128] validation_0-mae:6245.46973 validation_1-mae:6520.69482 [129] validation_0-mae:6236.69043 validation_1-mae:6513.20459 [130] validation_0-mae:6229.07959 validation_1-mae:6507.14111 [131] validation_0-mae:6225.77393 validation_1-mae:6504.85303 [132] validation_0-mae:6220.54688 validation_1-mae:6503.80420 [133] validation_0-mae:6216.34522 validation_1-mae:6503.06445 [134] validation_0-mae:6212.56055 validation_1-mae:6501.12158 [135] validation_0-mae:6208.60352 validation_1-mae:6499.91455 [136] validation_0-mae:6202.60742 validation_1-mae:6497.38623 [137] validation_0-mae:6198.71143 validation_1-mae:6494.72217 [138] validation_0-mae:6194.24609 validation_1-mae:6491.87647 [139] validation_0-mae:6189.79297 validation_1-mae:6487.62353 [140] validation_0-mae:6185.54590 validation_1-mae:6485.92480 [141] validation_0-mae:6180.56885 validation_1-mae:6483.03662 [142] validation_0-mae:6179.08936 validation_1-mae:6481.42139 [143] validation_0-mae:6174.93164 validation_1-mae:6479.56055 [144] validation_0-mae:6169.47070 validation_1-mae:6478.03369 [145] validation_0-mae:6164.31787 validation_1-mae:6474.23438 [146] validation_0-mae:6161.45068 validation_1-mae:6474.51855 [147] validation_0-mae:6159.30615 validation_1-mae:6472.82373 [148] validation_0-mae:6154.15967 validation_1-mae:6470.32617 [149] validation_0-mae:6144.06152 validation_1-mae:6462.44727 [150] validation_0-mae:6139.59131 validation_1-mae:6460.94971 [151] validation_0-mae:6135.37158 validation_1-mae:6459.30518 [152] validation_0-mae:6132.43066 validation_1-mae:6456.66455 [153] validation_0-mae:6128.50781 validation_1-mae:6456.57031 [154] validation_0-mae:6122.00147 validation_1-mae:6453.18457 [155] validation_0-mae:6118.35645 validation_1-mae:6450.86426 [156] validation_0-mae:6115.34131 validation_1-mae:6448.95215 [157] validation_0-mae:6113.72217 validation_1-mae:6448.01758 [158] validation_0-mae:6103.87109 validation_1-mae:6442.95068 [159] validation_0-mae:6096.77100 validation_1-mae:6439.51172 [160] validation_0-mae:6092.59277 validation_1-mae:6437.98291 [161] validation_0-mae:6088.32227 validation_1-mae:6435.96484 [162] validation_0-mae:6085.28125 validation_1-mae:6434.28564 [163] validation_0-mae:6083.08398 validation_1-mae:6432.66553 [164] validation_0-mae:6080.51758 validation_1-mae:6432.13770 [165] validation_0-mae:6076.41406 validation_1-mae:6431.01318 [166] validation_0-mae:6071.08984 validation_1-mae:6427.78272 [167] validation_0-mae:6067.81494 validation_1-mae:6426.34570 [168] validation_0-mae:6064.97168 validation_1-mae:6424.92871 [169] validation_0-mae:6062.63281 validation_1-mae:6423.84375 [170] validation_0-mae:6058.40869 validation_1-mae:6421.45166 [171] validation_0-mae:6056.02246 validation_1-mae:6420.71533 [172] validation_0-mae:6053.72656 validation_1-mae:6418.81592 [173] validation_0-mae:6050.95068 validation_1-mae:6417.34961 [174] validation_0-mae:6047.81201 validation_1-mae:6415.72217 [175] validation_0-mae:6043.89893 validation_1-mae:6414.19775 [176] validation_0-mae:6040.52588 validation_1-mae:6411.70654 [177] validation_0-mae:6036.68555 validation_1-mae:6409.62988 [178] validation_0-mae:6033.44141 validation_1-mae:6407.57764 [179] validation_0-mae:6030.85205 validation_1-mae:6406.86523 [180] validation_0-mae:6029.11475 validation_1-mae:6406.54980 [181] validation_0-mae:6027.68652 validation_1-mae:6405.36670 [182] validation_0-mae:6023.55420 validation_1-mae:6403.85693 [183] validation_0-mae:6020.11621 validation_1-mae:6402.46484 [184] validation_0-mae:6016.16455 validation_1-mae:6400.81445 [185] validation_0-mae:6014.91992 validation_1-mae:6400.39307 [186] validation_0-mae:6012.22314 validation_1-mae:6398.57715 [187] validation_0-mae:6006.79590 validation_1-mae:6394.78369 [188] validation_0-mae:6002.99365 validation_1-mae:6393.76025 [189] validation_0-mae:5997.32666 validation_1-mae:6389.61377 [190] validation_0-mae:5992.69189 validation_1-mae:6387.46582 [191] validation_0-mae:5987.79541 validation_1-mae:6384.06397 [192] validation_0-mae:5985.74805 validation_1-mae:6383.13770 [193] validation_0-mae:5983.68799 validation_1-mae:6382.99365 [194] validation_0-mae:5981.65918 validation_1-mae:6381.36621 [195] validation_0-mae:5978.53418 validation_1-mae:6379.49512 [196] validation_0-mae:5973.30615 validation_1-mae:6376.58887 [197] validation_0-mae:5967.94385 validation_1-mae:6373.86914 [198] validation_0-mae:5966.07080 validation_1-mae:6373.18164 [199] validation_0-mae:5964.54736 validation_1-mae:6372.24316 [200] validation_0-mae:5962.79346 validation_1-mae:6372.25439 [201] validation_0-mae:5960.16162 validation_1-mae:6371.40430 [202] validation_0-mae:5954.64893 validation_1-mae:6370.79883 [203] validation_0-mae:5950.48779 validation_1-mae:6367.92383 [204] validation_0-mae:5942.58643 validation_1-mae:6362.94678 [205] validation_0-mae:5939.11865 validation_1-mae:6362.32568 [206] validation_0-mae:5935.18262 validation_1-mae:6360.57227 [207] validation_0-mae:5934.07861 validation_1-mae:6360.37012 [208] validation_0-mae:5931.04883 validation_1-mae:6359.77783 [209] validation_0-mae:5927.23145 validation_1-mae:6357.00342 [210] validation_0-mae:5924.83691 validation_1-mae:6356.00098 [211] validation_0-mae:5921.31006 validation_1-mae:6355.50635 [212] validation_0-mae:5919.27978 validation_1-mae:6353.94287 [213] validation_0-mae:5917.11377 validation_1-mae:6353.32910 [214] validation_0-mae:5915.93408 validation_1-mae:6352.91602 [215] validation_0-mae:5912.03369 validation_1-mae:6349.96533 [216] validation_0-mae:5909.87939 validation_1-mae:6349.97461 [217] validation_0-mae:5908.09131 validation_1-mae:6349.11768 [218] validation_0-mae:5904.16406 validation_1-mae:6347.88721 [219] validation_0-mae:5901.57178 validation_1-mae:6347.34326 [220] validation_0-mae:5896.45068 validation_1-mae:6343.54102 [221] validation_0-mae:5892.66357 validation_1-mae:6341.77686 [222] validation_0-mae:5886.98389 validation_1-mae:6338.17236 [223] validation_0-mae:5884.46973 validation_1-mae:6337.84522 [224] validation_0-mae:5882.67822 validation_1-mae:6337.72217 [225] validation_0-mae:5881.07275 validation_1-mae:6336.73242 [226] validation_0-mae:5878.54492 validation_1-mae:6335.11377 [227] validation_0-mae:5875.74561 validation_1-mae:6334.40137 [228] validation_0-mae:5873.29102 validation_1-mae:6332.49902 [229] validation_0-mae:5867.56543 validation_1-mae:6327.65234 [230] validation_0-mae:5863.94336 validation_1-mae:6325.08301 [231] validation_0-mae:5860.92480 validation_1-mae:6324.61084 [232] validation_0-mae:5857.32520 validation_1-mae:6321.98389 [233] validation_0-mae:5856.67529 validation_1-mae:6321.42773 [234] validation_0-mae:5854.91162 validation_1-mae:6321.49316 [235] validation_0-mae:5847.26807 validation_1-mae:6316.34717 [236] validation_0-mae:5843.76318 validation_1-mae:6316.26758 [237] validation_0-mae:5840.21875 validation_1-mae:6314.21826 [238] validation_0-mae:5839.31250 validation_1-mae:6313.56592 [239] validation_0-mae:5835.40137 validation_1-mae:6311.08936 [240] validation_0-mae:5832.24512 validation_1-mae:6309.56738 [241] validation_0-mae:5828.94580 validation_1-mae:6308.63770 [242] validation_0-mae:5827.06006 validation_1-mae:6307.89795 [243] validation_0-mae:5823.93555 validation_1-mae:6306.64014 [244] validation_0-mae:5820.27734 validation_1-mae:6305.76367 [245] validation_0-mae:5819.85840 validation_1-mae:6305.52734 [246] validation_0-mae:5818.49951 validation_1-mae:6305.47900 [247] validation_0-mae:5814.10498 validation_1-mae:6303.07959 [248] validation_0-mae:5810.22070 validation_1-mae:6300.93848 [249] validation_0-mae:5807.32617 validation_1-mae:6300.32031 [250] validation_0-mae:5805.13086 validation_1-mae:6299.83105 [251] validation_0-mae:5802.25439 validation_1-mae:6298.25537 [252] validation_0-mae:5797.65332 validation_1-mae:6294.19238 [253] validation_0-mae:5794.44629 validation_1-mae:6293.63037 [254] validation_0-mae:5792.52637 validation_1-mae:6293.99805 [255] validation_0-mae:5789.10010 validation_1-mae:6292.45020 [256] validation_0-mae:5787.72314 validation_1-mae:6292.18506 [257] validation_0-mae:5783.69043 validation_1-mae:6289.03320 [258] validation_0-mae:5778.59326 validation_1-mae:6287.43262 [259] validation_0-mae:5776.29053 validation_1-mae:6286.02148 [260] validation_0-mae:5774.11670 validation_1-mae:6285.79932 [261] validation_0-mae:5772.77148 validation_1-mae:6285.55322 [262] validation_0-mae:5770.05518 validation_1-mae:6284.92725 [263] validation_0-mae:5768.80811 validation_1-mae:6284.57275 [264] validation_0-mae:5766.01367 validation_1-mae:6283.21436 [265] validation_0-mae:5764.16943 validation_1-mae:6282.18848 [266] validation_0-mae:5761.36670 validation_1-mae:6281.30859 [267] validation_0-mae:5760.03564 validation_1-mae:6281.72998 [268] validation_0-mae:5758.17773 validation_1-mae:6282.02881 [269] validation_0-mae:5755.75195 validation_1-mae:6280.02051 [270] validation_0-mae:5753.29785 validation_1-mae:6279.17285 [271] validation_0-mae:5750.61035 validation_1-mae:6278.52197 [272] validation_0-mae:5749.09912 validation_1-mae:6278.24805 [273] validation_0-mae:5747.91455 validation_1-mae:6278.05176 [274] validation_0-mae:5743.17090 validation_1-mae:6276.53125 [275] validation_0-mae:5740.22070 validation_1-mae:6276.21680 [276] validation_0-mae:5737.89648 validation_1-mae:6274.89111 [277] validation_0-mae:5732.73779 validation_1-mae:6271.12158 [278] validation_0-mae:5727.52393 validation_1-mae:6268.92090 [279] validation_0-mae:5723.69238 validation_1-mae:6266.41211 [280] validation_0-mae:5717.09375 validation_1-mae:6263.52197 [281] validation_0-mae:5713.84522 validation_1-mae:6262.30518 [282] validation_0-mae:5712.04980 validation_1-mae:6261.48389 [283] validation_0-mae:5709.96777 validation_1-mae:6260.38574 [284] validation_0-mae:5707.81445 validation_1-mae:6259.04980 [285] validation_0-mae:5707.55322 validation_1-mae:6258.96582 [286] validation_0-mae:5705.18262 validation_1-mae:6258.32812 [287] validation_0-mae:5702.93994 validation_1-mae:6257.14697 [288] validation_0-mae:5697.62500 validation_1-mae:6254.54980 [289] validation_0-mae:5697.06299 validation_1-mae:6254.56397 [290] validation_0-mae:5695.61084 validation_1-mae:6254.62061 [291] validation_0-mae:5693.94189 validation_1-mae:6254.51367 [292] validation_0-mae:5690.00879 validation_1-mae:6253.66357 [293] validation_0-mae:5683.89795 validation_1-mae:6253.19043 [294] validation_0-mae:5680.92676 validation_1-mae:6251.94238 [295] validation_0-mae:5679.00293 validation_1-mae:6251.15186 [296] validation_0-mae:5677.06494 validation_1-mae:6251.02002 [297] validation_0-mae:5675.34912 validation_1-mae:6250.15869 [298] validation_0-mae:5673.96826 validation_1-mae:6249.47217 [299] validation_0-mae:5672.04883 validation_1-mae:6249.66504 [300] validation_0-mae:5670.00830 validation_1-mae:6248.68799 [301] validation_0-mae:5667.88770 validation_1-mae:6247.54834 [302] validation_0-mae:5663.42383 validation_1-mae:6245.21045 [303] validation_0-mae:5661.52734 validation_1-mae:6243.80176 [304] validation_0-mae:5658.35498 validation_1-mae:6242.69580 [305] validation_0-mae:5656.18506 validation_1-mae:6241.14209 [306] validation_0-mae:5655.80664 validation_1-mae:6241.39453 [307] validation_0-mae:5653.85156 validation_1-mae:6240.62207 [308] validation_0-mae:5653.37402 validation_1-mae:6240.58740 [309] validation_0-mae:5651.76074 validation_1-mae:6240.02344 [310] validation_0-mae:5651.04053 validation_1-mae:6239.95508 [311] validation_0-mae:5650.21582 validation_1-mae:6239.41943 [312] validation_0-mae:5647.07959 validation_1-mae:6237.11768 [313] validation_0-mae:5642.41406 validation_1-mae:6234.12207 [314] validation_0-mae:5640.86182 validation_1-mae:6234.08301 [315] validation_0-mae:5638.32471 validation_1-mae:6233.46387 [316] validation_0-mae:5635.30957 validation_1-mae:6231.07568 [317] validation_0-mae:5633.67334 validation_1-mae:6230.62500 [318] validation_0-mae:5631.47803 validation_1-mae:6231.24121 [319] validation_0-mae:5629.40918 validation_1-mae:6231.46924 [320] validation_0-mae:5627.08154 validation_1-mae:6230.51611 [321] validation_0-mae:5624.71240 validation_1-mae:6230.01465 [322] validation_0-mae:5622.95410 validation_1-mae:6230.38867 [323] validation_0-mae:5622.26807 validation_1-mae:6230.27832 [324] validation_0-mae:5617.64844 validation_1-mae:6227.86182 [325] validation_0-mae:5613.71387 validation_1-mae:6226.30469 [326] validation_0-mae:5609.74072 validation_1-mae:6224.19043 [327] validation_0-mae:5607.10693 validation_1-mae:6223.76758 [328] validation_0-mae:5604.22754 validation_1-mae:6222.06445 [329] validation_0-mae:5601.88330 validation_1-mae:6222.56543 [330] validation_0-mae:5598.66992 validation_1-mae:6221.46387 [331] validation_0-mae:5597.18457 validation_1-mae:6220.69092 [332] validation_0-mae:5589.67139 validation_1-mae:6217.09228 [333] validation_0-mae:5586.98730 validation_1-mae:6216.39014 [334] validation_0-mae:5584.40625 validation_1-mae:6215.30957 [335] validation_0-mae:5583.04932 validation_1-mae:6214.89746 [336] validation_0-mae:5581.16064 validation_1-mae:6214.57568 [337] validation_0-mae:5580.39160 validation_1-mae:6214.25000 [338] validation_0-mae:5577.04053 validation_1-mae:6212.61182 [339] validation_0-mae:5572.40674 validation_1-mae:6211.26904 [340] validation_0-mae:5572.14502 validation_1-mae:6211.12500 [341] validation_0-mae:5569.30957 validation_1-mae:6210.07959 [342] validation_0-mae:5567.54688 validation_1-mae:6210.39062 [343] validation_0-mae:5566.42578 validation_1-mae:6209.64990 [344] validation_0-mae:5563.37549 validation_1-mae:6208.67383 [345] validation_0-mae:5558.81152 validation_1-mae:6205.62500 [346] validation_0-mae:5554.30762 validation_1-mae:6203.04004 [347] validation_0-mae:5548.76123 validation_1-mae:6201.76074 [348] validation_0-mae:5546.38867 validation_1-mae:6201.31299 [349] validation_0-mae:5544.45020 validation_1-mae:6200.93555 [350] validation_0-mae:5541.81885 validation_1-mae:6200.39893 [351] validation_0-mae:5538.41309 validation_1-mae:6198.69141 [352] validation_0-mae:5536.33398 validation_1-mae:6199.10791 [353] validation_0-mae:5530.72461 validation_1-mae:6195.35205 [354] validation_0-mae:5526.99707 validation_1-mae:6193.12598 [355] validation_0-mae:5526.22656 validation_1-mae:6193.12647 [356] validation_0-mae:5525.81103 validation_1-mae:6192.81348 [357] validation_0-mae:5524.08838 validation_1-mae:6192.53613 [358] validation_0-mae:5521.68701 validation_1-mae:6190.82031 [359] validation_0-mae:5515.40137 validation_1-mae:6188.75537 [360] validation_0-mae:5513.88916 validation_1-mae:6188.27637 [361] validation_0-mae:5512.05078 validation_1-mae:6188.35400 [362] validation_0-mae:5510.25195 validation_1-mae:6188.45459 [363] validation_0-mae:5507.87988 validation_1-mae:6188.66504 [364] validation_0-mae:5505.96973 validation_1-mae:6187.87256 [365] validation_0-mae:5503.24170 validation_1-mae:6186.81250 [366] validation_0-mae:5502.58203 validation_1-mae:6186.35645 [367] validation_0-mae:5498.16064 validation_1-mae:6185.13525 [368] validation_0-mae:5496.23291 validation_1-mae:6184.74707 [369] validation_0-mae:5495.69629 validation_1-mae:6184.57080 [370] validation_0-mae:5493.96680 validation_1-mae:6183.87061 [371] validation_0-mae:5493.04834 validation_1-mae:6183.90625 [372] validation_0-mae:5491.47363 validation_1-mae:6182.89453 [373] validation_0-mae:5489.50439 validation_1-mae:6182.19385 [374] validation_0-mae:5488.12158 validation_1-mae:6181.10303 [375] validation_0-mae:5484.53467 validation_1-mae:6180.01855 [376] validation_0-mae:5482.09228 validation_1-mae:6179.92383 [377] validation_0-mae:5480.20312 validation_1-mae:6179.15381 [378] validation_0-mae:5478.41162 validation_1-mae:6178.54492 [379] validation_0-mae:5476.32178 validation_1-mae:6178.39404 [380] validation_0-mae:5472.52881 validation_1-mae:6175.52734 [381] validation_0-mae:5470.72119 validation_1-mae:6176.03369 [382] validation_0-mae:5467.81055 validation_1-mae:6174.58154 [383] validation_0-mae:5465.82910 validation_1-mae:6173.65625 [384] validation_0-mae:5463.82715 validation_1-mae:6172.92334 [385] validation_0-mae:5461.41992 validation_1-mae:6172.76855 [386] validation_0-mae:5459.81836 validation_1-mae:6172.31250 [387] validation_0-mae:5457.56494 validation_1-mae:6171.86865 [388] validation_0-mae:5456.21191 validation_1-mae:6171.80469 [389] validation_0-mae:5453.67041 validation_1-mae:6170.41504 [390] validation_0-mae:5452.56836 validation_1-mae:6170.07471 [391] validation_0-mae:5450.90576 validation_1-mae:6169.60254 [392] validation_0-mae:5448.60205 validation_1-mae:6168.99805 [393] validation_0-mae:5447.17188 validation_1-mae:6168.93262 [394] validation_0-mae:5445.38867 validation_1-mae:6168.41504 [395] validation_0-mae:5442.99561 validation_1-mae:6168.24023 [396] validation_0-mae:5440.01807 validation_1-mae:6165.47461 [397] validation_0-mae:5437.81641 validation_1-mae:6164.49902 [398] validation_0-mae:5436.68457 validation_1-mae:6164.51123 [399] validation_0-mae:5435.85352 validation_1-mae:6164.11572 [400] validation_0-mae:5433.89502 validation_1-mae:6163.53027 [401] validation_0-mae:5433.55273 validation_1-mae:6163.47022 [402] validation_0-mae:5431.89355 validation_1-mae:6162.42432 [403] validation_0-mae:5429.52783 validation_1-mae:6162.47852 [404] validation_0-mae:5429.08936 validation_1-mae:6162.51611 [405] validation_0-mae:5427.76221 validation_1-mae:6161.77148 [406] validation_0-mae:5426.27978 validation_1-mae:6161.24219 [407] validation_0-mae:5424.49365 validation_1-mae:6160.18750 [408] validation_0-mae:5422.54102 validation_1-mae:6159.52490 [409] validation_0-mae:5420.57471 validation_1-mae:6159.21680 [410] validation_0-mae:5418.09570 validation_1-mae:6159.24707 [411] validation_0-mae:5414.80371 validation_1-mae:6157.52734 [412] validation_0-mae:5413.07275 validation_1-mae:6156.78223 [413] validation_0-mae:5411.94775 validation_1-mae:6156.53223 [414] validation_0-mae:5411.06299 validation_1-mae:6156.55713 [415] validation_0-mae:5408.55664 validation_1-mae:6156.25391 [416] validation_0-mae:5407.91455 validation_1-mae:6155.82666 [417] validation_0-mae:5406.33887 validation_1-mae:6154.98438 [418] validation_0-mae:5404.43994 validation_1-mae:6154.08008 [419] validation_0-mae:5402.35693 validation_1-mae:6154.22363 [420] validation_0-mae:5402.00293 validation_1-mae:6153.78076 [421] validation_0-mae:5400.37256 validation_1-mae:6153.19336 [422] validation_0-mae:5399.15478 validation_1-mae:6152.96045 [423] validation_0-mae:5398.04443 validation_1-mae:6152.53809 [424] validation_0-mae:5396.99414 validation_1-mae:6152.19043 [425] validation_0-mae:5394.90967 validation_1-mae:6151.81738 [426] validation_0-mae:5392.92676 validation_1-mae:6152.13184 [427] validation_0-mae:5390.47070 validation_1-mae:6151.43701 [428] validation_0-mae:5388.57959 validation_1-mae:6150.77832 [429] validation_0-mae:5387.29883 validation_1-mae:6150.84522 [430] validation_0-mae:5385.82080 validation_1-mae:6150.68701 [431] validation_0-mae:5384.86230 validation_1-mae:6150.82861 [432] validation_0-mae:5383.36279 validation_1-mae:6151.48535 [433] validation_0-mae:5382.64111 validation_1-mae:6151.09717 [434] validation_0-mae:5381.82715 validation_1-mae:6151.21777 [435] validation_0-mae:5380.23096 validation_1-mae:6151.32178 [436] validation_0-mae:5379.30518 validation_1-mae:6151.60938 [437] validation_0-mae:5377.60645 validation_1-mae:6150.96582 [438] validation_0-mae:5377.10205 validation_1-mae:6150.44189 [439] validation_0-mae:5375.14453 validation_1-mae:6149.53076 [440] validation_0-mae:5374.30566 validation_1-mae:6149.37256 [441] validation_0-mae:5372.09277 validation_1-mae:6148.09033 [442] validation_0-mae:5370.48975 validation_1-mae:6147.31689 [443] validation_0-mae:5367.88281 validation_1-mae:6147.72119 [444] validation_0-mae:5365.86572 validation_1-mae:6146.58545 [445] validation_0-mae:5365.18262 validation_1-mae:6146.97363 [446] validation_0-mae:5362.57617 validation_1-mae:6145.64795 [447] validation_0-mae:5360.38379 validation_1-mae:6144.82568 [448] validation_0-mae:5358.86035 validation_1-mae:6144.72266 [449] validation_0-mae:5357.28027 validation_1-mae:6145.36719 [450] validation_0-mae:5356.21680 validation_1-mae:6144.98779 [451] validation_0-mae:5355.55713 validation_1-mae:6144.67041 [452] validation_0-mae:5353.59570 validation_1-mae:6143.51074 [453] validation_0-mae:5351.64404 validation_1-mae:6143.21289 [454] validation_0-mae:5349.41260 validation_1-mae:6143.40478 [455] validation_0-mae:5347.91846 validation_1-mae:6143.58252 [456] validation_0-mae:5345.16309 validation_1-mae:6142.13428 [457] validation_0-mae:5341.53174 validation_1-mae:6141.36914 [458] validation_0-mae:5338.08984 validation_1-mae:6141.28906 [459] validation_0-mae:5335.24561 validation_1-mae:6140.59277 [460] validation_0-mae:5334.32227 validation_1-mae:6140.13428 [461] validation_0-mae:5333.44092 validation_1-mae:6139.89062 [462] validation_0-mae:5332.71240 validation_1-mae:6139.53711 [463] validation_0-mae:5332.22461 validation_1-mae:6139.45117 [464] validation_0-mae:5330.15381 validation_1-mae:6139.57861 [465] validation_0-mae:5329.55859 validation_1-mae:6139.45947 [466] validation_0-mae:5325.24951 validation_1-mae:6137.61816 [467] validation_0-mae:5321.72607 validation_1-mae:6135.66455 [468] validation_0-mae:5317.80664 validation_1-mae:6132.66943 [469] validation_0-mae:5315.63232 validation_1-mae:6132.34912 [470] validation_0-mae:5314.47119 validation_1-mae:6132.19629 [471] validation_0-mae:5312.99658 validation_1-mae:6132.80713 [472] validation_0-mae:5311.05908 validation_1-mae:6132.34668 [473] validation_0-mae:5307.10205 validation_1-mae:6130.87500 [474] validation_0-mae:5304.28174 validation_1-mae:6131.05566 [475] validation_0-mae:5302.27686 validation_1-mae:6131.06397 [476] validation_0-mae:5299.46289 validation_1-mae:6130.68457 [477] validation_0-mae:5298.55908 validation_1-mae:6130.51221 [478] validation_0-mae:5296.73828 validation_1-mae:6129.88867 [479] validation_0-mae:5296.10693 validation_1-mae:6129.80176 [480] validation_0-mae:5295.27490 validation_1-mae:6129.69092 [481] validation_0-mae:5293.95898 validation_1-mae:6129.90137 [482] validation_0-mae:5290.32324 validation_1-mae:6129.56689 [483] validation_0-mae:5289.68213 validation_1-mae:6129.56543 [484] validation_0-mae:5288.14160 validation_1-mae:6129.44629 [485] validation_0-mae:5287.02734 validation_1-mae:6129.58350 [486] validation_0-mae:5284.83691 validation_1-mae:6128.82275 [487] validation_0-mae:5282.90283 validation_1-mae:6128.71143 [488] validation_0-mae:5279.47070 validation_1-mae:6127.04590 [489] validation_0-mae:5277.19287 validation_1-mae:6126.85107 [490] validation_0-mae:5274.46973 validation_1-mae:6126.43506 [491] validation_0-mae:5270.87939 validation_1-mae:6126.26367 [492] validation_0-mae:5269.01562 validation_1-mae:6125.81689 [493] validation_0-mae:5267.96436 validation_1-mae:6125.82959 [494] validation_0-mae:5265.50977 validation_1-mae:6125.21777 [495] validation_0-mae:5264.95361 validation_1-mae:6125.49658 [496] validation_0-mae:5264.18555 validation_1-mae:6126.21582 [497] validation_0-mae:5263.15478 validation_1-mae:6126.49658 [498] validation_0-mae:5261.63232 validation_1-mae:6126.23877 [499] validation_0-mae:5258.92285 validation_1-mae:6125.25439 [500] validation_0-mae:5257.67432 validation_1-mae:6126.07275 [501] validation_0-mae:5256.34863 validation_1-mae:6126.35791 [502] validation_0-mae:5255.03125 validation_1-mae:6125.83203 [503] validation_0-mae:5252.90430 validation_1-mae:6125.11328 [504] validation_0-mae:5251.92285 validation_1-mae:6124.44971 [505] validation_0-mae:5251.60010 validation_1-mae:6124.40527 [506] validation_0-mae:5249.88672 validation_1-mae:6123.52002 [507] validation_0-mae:5248.18603 validation_1-mae:6123.38818 [508] validation_0-mae:5246.14453 validation_1-mae:6122.78027 [509] validation_0-mae:5245.64551 validation_1-mae:6122.59082 [510] validation_0-mae:5244.06201 validation_1-mae:6122.43701 [511] validation_0-mae:5241.78760 validation_1-mae:6121.59814 [512] validation_0-mae:5240.59717 validation_1-mae:6121.67529 [513] validation_0-mae:5238.64502 validation_1-mae:6121.08545 [514] validation_0-mae:5236.49219 validation_1-mae:6120.77148 [515] validation_0-mae:5234.29297 validation_1-mae:6119.41748 [516] validation_0-mae:5231.49512 validation_1-mae:6119.32520 [517] validation_0-mae:5229.18897 validation_1-mae:6118.11133 [518] validation_0-mae:5227.23242 validation_1-mae:6116.99170 [519] validation_0-mae:5225.47803 validation_1-mae:6117.14111 [520] validation_0-mae:5225.19922 validation_1-mae:6117.09619 [521] validation_0-mae:5223.80908 validation_1-mae:6116.43555 [522] validation_0-mae:5222.33154 validation_1-mae:6115.07812 [523] validation_0-mae:5221.40967 validation_1-mae:6115.48340 [524] validation_0-mae:5220.31543 validation_1-mae:6115.75342 [525] validation_0-mae:5216.81103 validation_1-mae:6113.61133 [526] validation_0-mae:5212.38379 validation_1-mae:6113.03076 [527] validation_0-mae:5209.43848 validation_1-mae:6112.35107 [528] validation_0-mae:5207.96680 validation_1-mae:6111.92188 [529] validation_0-mae:5205.45312 validation_1-mae:6110.50488 [530] validation_0-mae:5201.16846 validation_1-mae:6108.02246 [531] validation_0-mae:5198.49268 validation_1-mae:6107.88232 [532] validation_0-mae:5197.03272 validation_1-mae:6107.47314 [533] validation_0-mae:5196.29688 validation_1-mae:6107.23145 [534] validation_0-mae:5193.88232 validation_1-mae:6106.09375 [535] validation_0-mae:5191.76416 validation_1-mae:6105.04883 [536] validation_0-mae:5190.07422 validation_1-mae:6104.61768 [537] validation_0-mae:5188.30176 validation_1-mae:6103.45557 [538] validation_0-mae:5186.00781 validation_1-mae:6102.91406 [539] validation_0-mae:5184.31201 validation_1-mae:6103.21875 [540] validation_0-mae:5182.02881 validation_1-mae:6102.90478 [541] validation_0-mae:5181.06103 validation_1-mae:6102.99365 [542] validation_0-mae:5178.52930 validation_1-mae:6102.94629 [543] validation_0-mae:5176.94678 validation_1-mae:6102.08252 [544] validation_0-mae:5175.86377 validation_1-mae:6102.28369 [545] validation_0-mae:5175.47168 validation_1-mae:6102.28369 [546] validation_0-mae:5172.52490 validation_1-mae:6101.71289 [547] validation_0-mae:5171.40772 validation_1-mae:6102.01025 [548] validation_0-mae:5170.73633 validation_1-mae:6101.85303 [549] validation_0-mae:5169.76904 validation_1-mae:6101.81006 [550] validation_0-mae:5167.56885 validation_1-mae:6101.08203 [551] validation_0-mae:5163.82324 validation_1-mae:6100.93359 [552] validation_0-mae:5161.29102 validation_1-mae:6099.88428 [553] validation_0-mae:5160.65723 validation_1-mae:6100.24268 [554] validation_0-mae:5156.60498 validation_1-mae:6099.66162 [555] validation_0-mae:5154.50684 validation_1-mae:6098.55127 [556] validation_0-mae:5153.56934 validation_1-mae:6098.37695 [557] validation_0-mae:5151.33008 validation_1-mae:6097.13135 [558] validation_0-mae:5149.93799 validation_1-mae:6097.04492 [559] validation_0-mae:5148.18897 validation_1-mae:6096.86670 [560] validation_0-mae:5145.67969 validation_1-mae:6096.00781 [561] validation_0-mae:5142.78857 validation_1-mae:6095.81494 [562] validation_0-mae:5141.64648 validation_1-mae:6095.43897 [563] validation_0-mae:5141.37598 validation_1-mae:6095.66357 [564] validation_0-mae:5139.37598 validation_1-mae:6095.63721 [565] validation_0-mae:5138.19434 validation_1-mae:6094.72461 [566] validation_0-mae:5137.60107 validation_1-mae:6094.63818 [567] validation_0-mae:5136.00684 validation_1-mae:6093.59277 [568] validation_0-mae:5135.38281 validation_1-mae:6093.90478 [569] validation_0-mae:5133.55371 validation_1-mae:6093.65332 [570] validation_0-mae:5131.34424 validation_1-mae:6092.33838 [571] validation_0-mae:5129.89502 validation_1-mae:6092.42090 [572] validation_0-mae:5128.21094 validation_1-mae:6092.06934 [573] validation_0-mae:5127.72168 validation_1-mae:6092.13428 [574] validation_0-mae:5127.27246 validation_1-mae:6092.12353 [575] validation_0-mae:5126.39160 validation_1-mae:6091.76318 [576] validation_0-mae:5125.27930 validation_1-mae:6091.76074 [577] validation_0-mae:5123.66406 validation_1-mae:6091.65576 [578] validation_0-mae:5121.67578 validation_1-mae:6091.26074 [579] validation_0-mae:5119.82373 validation_1-mae:6090.99561 [580] validation_0-mae:5118.73193 validation_1-mae:6090.63818 [581] validation_0-mae:5117.11865 validation_1-mae:6090.07666 [582] validation_0-mae:5116.93994 validation_1-mae:6090.06836 [583] validation_0-mae:5115.32129 validation_1-mae:6089.85840 [584] validation_0-mae:5114.13916 validation_1-mae:6089.29541 [585] validation_0-mae:5112.60889 validation_1-mae:6088.73486 [586] validation_0-mae:5111.80176 validation_1-mae:6088.63770 [587] validation_0-mae:5110.75781 validation_1-mae:6088.58838 [588] validation_0-mae:5109.90772 validation_1-mae:6088.46680 [589] validation_0-mae:5107.65772 validation_1-mae:6088.92090 [590] validation_0-mae:5106.49805 validation_1-mae:6088.90430 [591] validation_0-mae:5104.80420 validation_1-mae:6087.92432 [592] validation_0-mae:5103.44629 validation_1-mae:6087.78613 [593] validation_0-mae:5101.60791 validation_1-mae:6087.09180 [594] validation_0-mae:5100.32129 validation_1-mae:6087.12744 [595] validation_0-mae:5098.03027 validation_1-mae:6086.28369 [596] validation_0-mae:5096.31592 validation_1-mae:6085.93164 [597] validation_0-mae:5095.26807 validation_1-mae:6086.48730 [598] validation_0-mae:5094.33252 validation_1-mae:6086.18506 [599] validation_0-mae:5093.66748 validation_1-mae:6085.84424 [600] validation_0-mae:5092.14941 validation_1-mae:6085.49463 [601] validation_0-mae:5091.02100 validation_1-mae:6085.41553 [602] validation_0-mae:5089.57812 validation_1-mae:6085.54297 [603] validation_0-mae:5088.11670 validation_1-mae:6085.23926 [604] validation_0-mae:5087.09863 validation_1-mae:6085.16992 [605] validation_0-mae:5085.14648 validation_1-mae:6084.74805 [606] validation_0-mae:5084.30371 validation_1-mae:6084.35693 [607] validation_0-mae:5082.17627 validation_1-mae:6083.43311 [608] validation_0-mae:5080.78857 validation_1-mae:6083.62793 [609] validation_0-mae:5079.91992 validation_1-mae:6083.10596 [610] validation_0-mae:5077.84912 validation_1-mae:6082.21728 [611] validation_0-mae:5076.38525 validation_1-mae:6082.04785 [612] validation_0-mae:5076.03711 validation_1-mae:6082.11572 [613] validation_0-mae:5074.69434 validation_1-mae:6082.27881 [614] validation_0-mae:5074.07520 validation_1-mae:6082.06348 [615] validation_0-mae:5072.27441 validation_1-mae:6081.75244 [616] validation_0-mae:5070.77686 validation_1-mae:6082.08350 [617] validation_0-mae:5069.64209 validation_1-mae:6082.30615 [618] validation_0-mae:5067.31689 validation_1-mae:6083.03760 [619] validation_0-mae:5066.68457 validation_1-mae:6083.21436 [620] validation_0-mae:5066.52637 validation_1-mae:6083.25244 [621] validation_0-mae:5064.24414 validation_1-mae:6082.04150 [622] validation_0-mae:5061.20410 validation_1-mae:6081.12647 [623] validation_0-mae:5058.69629 validation_1-mae:6080.46973 [624] validation_0-mae:5058.04736 validation_1-mae:6080.03174 [625] validation_0-mae:5056.55518 validation_1-mae:6079.68603 [626] validation_0-mae:5054.74902 validation_1-mae:6078.89893 [627] validation_0-mae:5052.31787 validation_1-mae:6078.16309 [628] validation_0-mae:5051.74853 validation_1-mae:6078.12158 [629] validation_0-mae:5050.34814 validation_1-mae:6077.59277 [630] validation_0-mae:5047.98682 validation_1-mae:6076.62012 [631] validation_0-mae:5046.53809 validation_1-mae:6076.52295 [632] validation_0-mae:5044.39746 validation_1-mae:6075.65039 [633] validation_0-mae:5043.02832 validation_1-mae:6075.14307 [634] validation_0-mae:5041.84912 validation_1-mae:6074.28223 [635] validation_0-mae:5041.00928 validation_1-mae:6074.30908 [636] validation_0-mae:5039.85254 validation_1-mae:6073.83350 [637] validation_0-mae:5038.81201 validation_1-mae:6072.99756 [638] validation_0-mae:5036.70410 validation_1-mae:6072.70850 [639] validation_0-mae:5034.91113 validation_1-mae:6072.37305 [640] validation_0-mae:5034.22217 validation_1-mae:6072.16895 [641] validation_0-mae:5032.98389 validation_1-mae:6071.78857 [642] validation_0-mae:5031.40478 validation_1-mae:6071.39551 [643] validation_0-mae:5030.46289 validation_1-mae:6071.26123 [644] validation_0-mae:5028.35107 validation_1-mae:6070.77930 [645] validation_0-mae:5026.70264 validation_1-mae:6070.37647 [646] validation_0-mae:5026.41748 validation_1-mae:6070.23096 [647] validation_0-mae:5024.62402 validation_1-mae:6069.71045 [648] validation_0-mae:5022.94043 validation_1-mae:6068.76758 [649] validation_0-mae:5020.47705 validation_1-mae:6068.58154 [650] validation_0-mae:5018.89600 validation_1-mae:6067.80322 [651] validation_0-mae:5017.08203 validation_1-mae:6067.76758 [652] validation_0-mae:5015.47510 validation_1-mae:6067.74170 [653] validation_0-mae:5013.70654 validation_1-mae:6067.71875 [654] validation_0-mae:5012.12012 validation_1-mae:6067.27197 [655] validation_0-mae:5010.83105 validation_1-mae:6066.80322 [656] validation_0-mae:5007.99561 validation_1-mae:6066.17041 [657] validation_0-mae:5005.81103 validation_1-mae:6066.74219 [658] validation_0-mae:5004.93750 validation_1-mae:6066.90772 [659] validation_0-mae:5002.77588 validation_1-mae:6067.12842 [660] validation_0-mae:5000.46728 validation_1-mae:6067.48926 [661] validation_0-mae:4997.84912 validation_1-mae:6068.17334 [662] validation_0-mae:4995.60400 validation_1-mae:6068.35303 [663] validation_0-mae:4994.43408 validation_1-mae:6068.40381 [664] validation_0-mae:4994.15283 validation_1-mae:6068.33008 [665] validation_0-mae:4993.18066 validation_1-mae:6068.48682 [666] validation_0-mae:4992.04883 validation_1-mae:6068.14258 [667] validation_0-mae:4991.30908 validation_1-mae:6068.08447 [668] validation_0-mae:4990.17676 validation_1-mae:6067.49756 [669] validation_0-mae:4989.88379 validation_1-mae:6067.68311 [670] validation_0-mae:4987.51855 validation_1-mae:6067.92041 [671] validation_0-mae:4985.43799 validation_1-mae:6067.25147 [672] validation_0-mae:4983.06299 validation_1-mae:6067.13623 [673] validation_0-mae:4980.21387 validation_1-mae:6066.36621 [674] validation_0-mae:4977.99902 validation_1-mae:6066.86182 [675] validation_0-mae:4976.07031 validation_1-mae:6066.44336 [676] validation_0-mae:4975.39648 validation_1-mae:6066.10156 [677] validation_0-mae:4974.23291 validation_1-mae:6065.51562 [678] validation_0-mae:4974.05762 validation_1-mae:6065.56055 [679] validation_0-mae:4972.91992 validation_1-mae:6065.10791 [680] validation_0-mae:4972.19434 validation_1-mae:6064.57080 [681] validation_0-mae:4971.03613 validation_1-mae:6063.29150 [682] validation_0-mae:4969.32764 validation_1-mae:6062.42139 [683] validation_0-mae:4967.74316 validation_1-mae:6061.85059 [684] validation_0-mae:4966.04883 validation_1-mae:6061.78516 [685] validation_0-mae:4964.64600 validation_1-mae:6061.06592 [686] validation_0-mae:4963.12988 validation_1-mae:6060.70654 [687] validation_0-mae:4961.79395 validation_1-mae:6060.36523 [688] validation_0-mae:4960.28125 validation_1-mae:6060.06250 [689] validation_0-mae:4958.53467 validation_1-mae:6059.48291 [690] validation_0-mae:4957.58154 validation_1-mae:6059.32520 [691] validation_0-mae:4956.17529 validation_1-mae:6059.58252 [692] validation_0-mae:4954.89160 validation_1-mae:6059.36475 [693] validation_0-mae:4952.75879 validation_1-mae:6058.76807 [694] validation_0-mae:4950.18799 validation_1-mae:6058.17188 [695] validation_0-mae:4948.56055 validation_1-mae:6058.45605 [696] validation_0-mae:4945.86377 validation_1-mae:6059.22852 [697] validation_0-mae:4944.52344 validation_1-mae:6059.25244 [698] validation_0-mae:4942.62793 validation_1-mae:6058.18799 [699] validation_0-mae:4941.56543 validation_1-mae:6057.99609 [700] validation_0-mae:4939.43213 validation_1-mae:6056.83008 [701] validation_0-mae:4937.91064 validation_1-mae:6055.69482 [702] validation_0-mae:4936.96533 validation_1-mae:6055.85010 [703] validation_0-mae:4935.50439 validation_1-mae:6055.75586 [704] validation_0-mae:4934.17773 validation_1-mae:6055.65137 [705] validation_0-mae:4933.40332 validation_1-mae:6055.92236 [706] validation_0-mae:4933.14355 validation_1-mae:6055.82520 [707] validation_0-mae:4932.10205 validation_1-mae:6055.35254 [708] validation_0-mae:4930.83496 validation_1-mae:6055.55566 [709] validation_0-mae:4930.33301 validation_1-mae:6055.70166 [710] validation_0-mae:4929.20020 validation_1-mae:6055.71582 [711] validation_0-mae:4928.97412 validation_1-mae:6055.66016 [712] validation_0-mae:4928.86084 validation_1-mae:6055.65772 [713] validation_0-mae:4928.04053 validation_1-mae:6055.68603 [714] validation_0-mae:4927.37158 validation_1-mae:6055.69238 [715] validation_0-mae:4926.11768 validation_1-mae:6055.55078 [716] validation_0-mae:4924.16016 validation_1-mae:6054.99170 [717] validation_0-mae:4923.79883 validation_1-mae:6055.15723 [718] validation_0-mae:4921.62012 validation_1-mae:6054.66846 [719] validation_0-mae:4918.47900 validation_1-mae:6054.52881 [720] validation_0-mae:4916.96631 validation_1-mae:6054.79297 [721] validation_0-mae:4915.01758 validation_1-mae:6053.78223 [722] validation_0-mae:4913.44238 validation_1-mae:6053.75781 [723] validation_0-mae:4911.64697 validation_1-mae:6053.93408 [724] validation_0-mae:4910.34668 validation_1-mae:6053.45068 [725] validation_0-mae:4909.27490 validation_1-mae:6053.19189 [726] validation_0-mae:4907.95947 validation_1-mae:6052.75293 [727] validation_0-mae:4906.53662 validation_1-mae:6052.45850 [728] validation_0-mae:4906.02344 validation_1-mae:6052.35791 [729] validation_0-mae:4905.16309 validation_1-mae:6052.42383 [730] validation_0-mae:4902.67139 validation_1-mae:6051.68457 [731] validation_0-mae:4901.05762 validation_1-mae:6051.78955 [732] validation_0-mae:4899.88379 validation_1-mae:6052.33105 [733] validation_0-mae:4898.76123 validation_1-mae:6052.33838 [734] validation_0-mae:4897.88525 validation_1-mae:6052.38770 [735] validation_0-mae:4895.21680 validation_1-mae:6051.50586 [736] validation_0-mae:4893.89600 validation_1-mae:6051.02441 [737] validation_0-mae:4890.09570 validation_1-mae:6049.58691 [738] validation_0-mae:4889.02197 validation_1-mae:6049.50049 [739] validation_0-mae:4887.80664 validation_1-mae:6048.67236 [740] validation_0-mae:4886.27686 validation_1-mae:6048.47656 [741] validation_0-mae:4885.50195 validation_1-mae:6048.69629 [742] validation_0-mae:4884.83398 validation_1-mae:6048.50098 [743] validation_0-mae:4883.44434 validation_1-mae:6048.26904 [744] validation_0-mae:4882.15967 validation_1-mae:6048.56738 [745] validation_0-mae:4881.02539 validation_1-mae:6048.06152 [746] validation_0-mae:4878.60059 validation_1-mae:6047.48926 [747] validation_0-mae:4876.84180 validation_1-mae:6046.87158 [748] validation_0-mae:4875.09326 validation_1-mae:6046.58789 [749] validation_0-mae:4874.17041 validation_1-mae:6047.13867 [750] validation_0-mae:4873.71387 validation_1-mae:6047.03906 [751] validation_0-mae:4873.10645 validation_1-mae:6047.56348 [752] validation_0-mae:4871.58887 validation_1-mae:6047.67578 [753] validation_0-mae:4869.15869 validation_1-mae:6048.16650 [754] validation_0-mae:4867.51514 validation_1-mae:6048.36377 [755] validation_0-mae:4866.40527 validation_1-mae:6047.71289 [756] validation_0-mae:4865.09277 validation_1-mae:6047.42139 [757] validation_0-mae:4863.78809 validation_1-mae:6047.55957 [758] validation_0-mae:4861.97607 validation_1-mae:6047.68945 [759] validation_0-mae:4860.47607 validation_1-mae:6047.28076 [760] validation_0-mae:4859.42822 validation_1-mae:6046.97607 [761] validation_0-mae:4858.54541 validation_1-mae:6046.50586 [762] validation_0-mae:4857.22510 validation_1-mae:6046.13184 [763] validation_0-mae:4855.86328 validation_1-mae:6045.88477 [764] validation_0-mae:4855.11035 validation_1-mae:6046.15625 [765] validation_0-mae:4853.18799 validation_1-mae:6045.56299 [766] validation_0-mae:4852.08740 validation_1-mae:6045.09570 [767] validation_0-mae:4850.95215 validation_1-mae:6044.44092 [768] validation_0-mae:4849.31689 validation_1-mae:6044.94629 [769] validation_0-mae:4848.46777 validation_1-mae:6044.67627 [770] validation_0-mae:4847.41748 validation_1-mae:6044.64014 [771] validation_0-mae:4847.10107 validation_1-mae:6044.41699 [772] validation_0-mae:4846.58398 validation_1-mae:6044.19287 [773] validation_0-mae:4845.64307 validation_1-mae:6043.91455 [774] validation_0-mae:4845.47656 validation_1-mae:6043.75781 [775] validation_0-mae:4842.16455 validation_1-mae:6042.38721 [776] validation_0-mae:4841.49756 validation_1-mae:6042.33740 [777] validation_0-mae:4839.93408 validation_1-mae:6042.56348 [778] validation_0-mae:4838.04102 validation_1-mae:6042.39502 [779] validation_0-mae:4835.50391 validation_1-mae:6041.73291 [780] validation_0-mae:4834.36475 validation_1-mae:6041.70117 [781] validation_0-mae:4832.93994 validation_1-mae:6041.59522 [782] validation_0-mae:4830.40723 validation_1-mae:6041.19189 [783] validation_0-mae:4829.09180 validation_1-mae:6041.31299 [784] validation_0-mae:4828.09131 validation_1-mae:6041.44434 [785] validation_0-mae:4826.66846 validation_1-mae:6041.03711 [786] validation_0-mae:4825.73730 validation_1-mae:6041.16895 [787] validation_0-mae:4824.19531 validation_1-mae:6041.09912 [788] validation_0-mae:4822.68750 validation_1-mae:6041.17676 [789] validation_0-mae:4821.43555 validation_1-mae:6040.95459 [790] validation_0-mae:4820.10254 validation_1-mae:6040.50147 [791] validation_0-mae:4818.73193 validation_1-mae:6039.97119 [792] validation_0-mae:4817.12256 validation_1-mae:6040.10889 [793] validation_0-mae:4816.22656 validation_1-mae:6039.89307 [794] validation_0-mae:4814.86426 validation_1-mae:6039.56152 [795] validation_0-mae:4813.66602 validation_1-mae:6039.31299 [796] validation_0-mae:4813.37939 validation_1-mae:6039.37158 [797] validation_0-mae:4812.05811 validation_1-mae:6038.80029 [798] validation_0-mae:4810.93994 validation_1-mae:6038.25342 [799] validation_0-mae:4810.42334 validation_1-mae:6038.09912 [800] validation_0-mae:4809.83203 validation_1-mae:6038.37012 [801] validation_0-mae:4808.36914 validation_1-mae:6037.54980 [802] validation_0-mae:4808.04932 validation_1-mae:6037.50342 [803] validation_0-mae:4807.75732 validation_1-mae:6037.47705 [804] validation_0-mae:4806.76709 validation_1-mae:6036.99707 [805] validation_0-mae:4805.25147 validation_1-mae:6036.86279 [806] validation_0-mae:4804.05713 validation_1-mae:6036.65381 [807] validation_0-mae:4803.14014 validation_1-mae:6036.62695 [808] validation_0-mae:4802.47217 validation_1-mae:6036.76416 [809] validation_0-mae:4801.21143 validation_1-mae:6036.14307 [810] validation_0-mae:4799.38428 validation_1-mae:6035.04346 [811] validation_0-mae:4797.68701 validation_1-mae:6035.09326 [812] validation_0-mae:4796.95312 validation_1-mae:6034.92090 [813] validation_0-mae:4795.87842 validation_1-mae:6034.70117 [814] validation_0-mae:4794.38037 validation_1-mae:6034.78369 [815] validation_0-mae:4793.34522 validation_1-mae:6035.00049 [816] validation_0-mae:4792.02637 validation_1-mae:6034.86377 [817] validation_0-mae:4790.67773 validation_1-mae:6034.48877 [818] validation_0-mae:4789.49756 validation_1-mae:6034.72900 [819] validation_0-mae:4788.53809 validation_1-mae:6034.92822 [820] validation_0-mae:4787.67529 validation_1-mae:6034.43945 [821] validation_0-mae:4786.79102 validation_1-mae:6034.35889 [822] validation_0-mae:4785.50342 validation_1-mae:6034.75537 [823] validation_0-mae:4783.60205 validation_1-mae:6035.26855 [824] validation_0-mae:4783.12500 validation_1-mae:6035.62500 [825] validation_0-mae:4782.13721 validation_1-mae:6035.62402 [826] validation_0-mae:4781.34961 validation_1-mae:6035.58545 [827] validation_0-mae:4780.48340 validation_1-mae:6035.23438 [828] validation_0-mae:4779.65527 validation_1-mae:6035.17822 [829] validation_0-mae:4777.62256 validation_1-mae:6034.44873 [830] validation_0-mae:4776.08398 validation_1-mae:6034.05371 [831] validation_0-mae:4775.58838 validation_1-mae:6033.90820 [832] validation_0-mae:4775.32861 validation_1-mae:6033.87695 [833] validation_0-mae:4773.97998 validation_1-mae:6033.61914 [834] validation_0-mae:4772.45117 validation_1-mae:6033.93994 [835] validation_0-mae:4771.54736 validation_1-mae:6033.83398 [836] validation_0-mae:4770.88281 validation_1-mae:6033.33008 [837] validation_0-mae:4769.31934 validation_1-mae:6033.17773 [838] validation_0-mae:4768.38184 validation_1-mae:6033.44092 [839] validation_0-mae:4768.30908 validation_1-mae:6033.44873 [840] validation_0-mae:4766.53955 validation_1-mae:6032.71094 [841] validation_0-mae:4765.39795 validation_1-mae:6032.50488 [842] validation_0-mae:4764.44678 validation_1-mae:6032.85303 [843] validation_0-mae:4762.36133 validation_1-mae:6032.38281 [844] validation_0-mae:4761.90869 validation_1-mae:6032.37598 [845] validation_0-mae:4758.89990 validation_1-mae:6031.25537 [846] validation_0-mae:4756.60010 validation_1-mae:6031.00195 [847] validation_0-mae:4755.54492 validation_1-mae:6031.09131 [848] validation_0-mae:4754.32715 validation_1-mae:6031.66357 [849] validation_0-mae:4751.99658 validation_1-mae:6031.00879 [850] validation_0-mae:4751.26025 validation_1-mae:6031.57910 [851] validation_0-mae:4750.69873 validation_1-mae:6031.52441 [852] validation_0-mae:4749.66602 validation_1-mae:6031.62158 [853] validation_0-mae:4748.11572 validation_1-mae:6031.21631 [854] validation_0-mae:4747.44238 validation_1-mae:6031.14746 [855] validation_0-mae:4746.05957 validation_1-mae:6031.53125 [856] validation_0-mae:4745.62061 validation_1-mae:6031.72070 [857] validation_0-mae:4745.12598 validation_1-mae:6031.85400 [858] validation_0-mae:4743.52686 validation_1-mae:6031.87939 [859] validation_0-mae:4742.38330 validation_1-mae:6031.77930 [860] validation_0-mae:4740.81738 validation_1-mae:6031.98486 [861] validation_0-mae:4740.40332 validation_1-mae:6032.06250 [862] validation_0-mae:4739.46533 validation_1-mae:6031.90967 [863] validation_0-mae:4738.59375 validation_1-mae:6031.40625 [864] validation_0-mae:4737.75147 validation_1-mae:6031.35645 [865] validation_0-mae:4736.66650 validation_1-mae:6031.15234 [866] validation_0-mae:4735.24170 validation_1-mae:6031.01416 [867] validation_0-mae:4734.21240 validation_1-mae:6030.94336 [868] validation_0-mae:4732.52930 validation_1-mae:6031.20605 [869] validation_0-mae:4730.93018 validation_1-mae:6030.54736 [870] validation_0-mae:4729.96338 validation_1-mae:6031.07520 [871] validation_0-mae:4729.31982 validation_1-mae:6031.18945 [872] validation_0-mae:4728.63281 validation_1-mae:6030.99023 [873] validation_0-mae:4725.95166 validation_1-mae:6029.72607 [874] validation_0-mae:4724.95898 validation_1-mae:6029.61475 [875] validation_0-mae:4723.74658 validation_1-mae:6029.16113 [876] validation_0-mae:4722.71777 validation_1-mae:6029.06152 [877] validation_0-mae:4722.33496 validation_1-mae:6028.77637 [878] validation_0-mae:4721.18066 validation_1-mae:6028.52295 [879] validation_0-mae:4719.39893 validation_1-mae:6027.78418 [880] validation_0-mae:4717.76123 validation_1-mae:6026.82031 [881] validation_0-mae:4715.86572 validation_1-mae:6026.54883 [882] validation_0-mae:4714.94580 validation_1-mae:6026.32373 [883] validation_0-mae:4712.64893 validation_1-mae:6025.45117 [884] validation_0-mae:4712.35303 validation_1-mae:6025.35889 [885] validation_0-mae:4711.61963 validation_1-mae:6025.33496 [886] validation_0-mae:4710.19434 validation_1-mae:6025.59131 [887] validation_0-mae:4708.71973 validation_1-mae:6025.87353 [888] validation_0-mae:4706.46143 validation_1-mae:6025.86279 [889] validation_0-mae:4706.32178 validation_1-mae:6025.87207 [890] validation_0-mae:4704.98584 validation_1-mae:6025.40820 [891] validation_0-mae:4704.15820 validation_1-mae:6025.12695 [892] validation_0-mae:4701.23096 validation_1-mae:6024.82422 [893] validation_0-mae:4699.80908 validation_1-mae:6023.84717 [894] validation_0-mae:4698.55078 validation_1-mae:6024.00049 [895] validation_0-mae:4698.29785 validation_1-mae:6024.01270 [896] validation_0-mae:4696.87012 validation_1-mae:6023.57031 [897] validation_0-mae:4694.81689 validation_1-mae:6023.12158 [898] validation_0-mae:4693.96191 validation_1-mae:6023.23193 [899] validation_0-mae:4692.67383 validation_1-mae:6022.80859 [900] validation_0-mae:4692.41797 validation_1-mae:6023.20215 [901] validation_0-mae:4691.65186 validation_1-mae:6022.97363 [902] validation_0-mae:4690.27344 validation_1-mae:6022.67578 [903] validation_0-mae:4689.31250 validation_1-mae:6023.25684 [904] validation_0-mae:4688.16064 validation_1-mae:6023.17871 [905] validation_0-mae:4687.05078 validation_1-mae:6022.98438 [906] validation_0-mae:4686.76709 validation_1-mae:6022.80664 [907] validation_0-mae:4685.18945 validation_1-mae:6022.98975 [908] validation_0-mae:4683.90723 validation_1-mae:6023.13525 [909] validation_0-mae:4682.38086 validation_1-mae:6023.36768 [910] validation_0-mae:4680.04004 validation_1-mae:6023.87744 [911] validation_0-mae:4678.89990 validation_1-mae:6023.98486 [912] validation_0-mae:4676.18603 validation_1-mae:6024.03711 [913] validation_0-mae:4674.81885 validation_1-mae:6023.46728 [914] validation_0-mae:4673.91699 validation_1-mae:6023.48584 [915] validation_0-mae:4672.63623 validation_1-mae:6023.58057 [916] validation_0-mae:4671.04297 validation_1-mae:6023.29199 [917] validation_0-mae:4670.09668 validation_1-mae:6023.18115 [918] validation_0-mae:4668.70410 validation_1-mae:6022.61377 [919] validation_0-mae:4667.84668 validation_1-mae:6022.63232 [920] validation_0-mae:4665.60205 validation_1-mae:6021.13818 [921] validation_0-mae:4663.96826 validation_1-mae:6021.40625 [922] validation_0-mae:4662.00830 validation_1-mae:6021.09912 [923] validation_0-mae:4660.58350 validation_1-mae:6020.83545 [924] validation_0-mae:4658.91846 validation_1-mae:6020.30469 [925] validation_0-mae:4657.84814 validation_1-mae:6020.27148 [926] validation_0-mae:4656.70264 validation_1-mae:6019.76904 [927] validation_0-mae:4655.90478 validation_1-mae:6019.69043 [928] validation_0-mae:4654.55176 validation_1-mae:6018.86719 [929] validation_0-mae:4653.79736 validation_1-mae:6019.03564 [930] validation_0-mae:4653.06934 validation_1-mae:6019.15674 [931] validation_0-mae:4652.39160 validation_1-mae:6019.01221 [932] validation_0-mae:4651.10645 validation_1-mae:6018.24561 [933] validation_0-mae:4649.58838 validation_1-mae:6018.22314 [934] validation_0-mae:4648.73340 validation_1-mae:6018.46924 [935] validation_0-mae:4646.59131 validation_1-mae:6018.21680 [936] validation_0-mae:4645.32910 validation_1-mae:6018.27441 [937] validation_0-mae:4644.27588 validation_1-mae:6018.37353 [938] validation_0-mae:4643.48535 validation_1-mae:6018.57715 [939] validation_0-mae:4641.69385 validation_1-mae:6018.09180 [940] validation_0-mae:4641.00098 validation_1-mae:6017.99707 [941] validation_0-mae:4640.03174 validation_1-mae:6017.27295 [942] validation_0-mae:4637.57422 validation_1-mae:6017.18115 [943] validation_0-mae:4636.58936 validation_1-mae:6016.66357 [944] validation_0-mae:4636.15967 validation_1-mae:6016.58154 [945] validation_0-mae:4635.22070 validation_1-mae:6016.50098 [946] validation_0-mae:4633.52978 validation_1-mae:6015.89062 [947] validation_0-mae:4632.93994 validation_1-mae:6016.46143 [948] validation_0-mae:4632.77539 validation_1-mae:6016.53809 [949] validation_0-mae:4631.13330 validation_1-mae:6015.55762 [950] validation_0-mae:4629.27246 validation_1-mae:6015.05127 [951] validation_0-mae:4627.46973 validation_1-mae:6013.79736 [952] validation_0-mae:4626.12158 validation_1-mae:6013.58545 [953] validation_0-mae:4624.34766 validation_1-mae:6013.58740 [954] validation_0-mae:4622.81934 validation_1-mae:6013.62549 [955] validation_0-mae:4621.63184 validation_1-mae:6014.01416 [956] validation_0-mae:4619.27148 validation_1-mae:6014.17871 [957] validation_0-mae:4617.88721 validation_1-mae:6013.66699 [958] validation_0-mae:4616.30273 validation_1-mae:6013.38330 [959] validation_0-mae:4615.01025 validation_1-mae:6013.90772 [960] validation_0-mae:4613.07324 validation_1-mae:6013.30225 [961] validation_0-mae:4612.10107 validation_1-mae:6013.31445 [962] validation_0-mae:4610.63477 validation_1-mae:6013.43897 [963] validation_0-mae:4609.03613 validation_1-mae:6012.77978 [964] validation_0-mae:4607.34961 validation_1-mae:6012.77734 [965] validation_0-mae:4605.76123 validation_1-mae:6012.28516 [966] validation_0-mae:4604.73242 validation_1-mae:6012.26709 [967] validation_0-mae:4603.57812 validation_1-mae:6012.48535 [968] validation_0-mae:4602.64453 validation_1-mae:6012.58643 [969] validation_0-mae:4601.47510 validation_1-mae:6012.58691 [970] validation_0-mae:4600.16650 validation_1-mae:6011.87500 [971] validation_0-mae:4598.76318 validation_1-mae:6011.39893 [972] validation_0-mae:4598.41064 validation_1-mae:6011.34326 [973] validation_0-mae:4595.84375 validation_1-mae:6009.12158 [974] validation_0-mae:4592.75537 validation_1-mae:6009.09326 [975] validation_0-mae:4590.57861 validation_1-mae:6008.54980 [976] validation_0-mae:4588.56592 validation_1-mae:6008.24805 [977] validation_0-mae:4586.88965 validation_1-mae:6008.14551 [978] validation_0-mae:4585.04785 validation_1-mae:6008.07715 [979] validation_0-mae:4583.72559 validation_1-mae:6007.93506 [980] validation_0-mae:4582.35645 validation_1-mae:6007.84814 [981] validation_0-mae:4581.28223 validation_1-mae:6007.67822 [982] validation_0-mae:4578.99121 validation_1-mae:6006.78467 [983] validation_0-mae:4577.92383 validation_1-mae:6007.20605 [984] validation_0-mae:4576.54150 validation_1-mae:6006.50781 [985] validation_0-mae:4574.78174 validation_1-mae:6006.61133 [986] validation_0-mae:4573.03711 validation_1-mae:6007.10596 [987] validation_0-mae:4571.09473 validation_1-mae:6006.98730 [988] validation_0-mae:4568.68262 validation_1-mae:6006.39404 [989] validation_0-mae:4567.90088 validation_1-mae:6006.44287 [990] validation_0-mae:4565.56055 validation_1-mae:6006.45117 [991] validation_0-mae:4564.36279 validation_1-mae:6006.06201 [992] validation_0-mae:4563.74219 validation_1-mae:6005.72998 [993] validation_0-mae:4562.55859 validation_1-mae:6005.21875 [994] validation_0-mae:4561.55420 validation_1-mae:6005.08594 [995] validation_0-mae:4560.67920 validation_1-mae:6004.84570 [996] validation_0-mae:4559.32129 validation_1-mae:6004.28613 [997] validation_0-mae:4557.53125 validation_1-mae:6004.69678 [998] validation_0-mae:4556.46240 validation_1-mae:6004.25000 [999] validation_0-mae:4555.24316 validation_1-mae:6004.48682 [1000] validation_0-mae:4553.79541 validation_1-mae:6004.37988 [1001] validation_0-mae:4551.66748 validation_1-mae:6005.09863 [1002] validation_0-mae:4551.37842 validation_1-mae:6005.09082 [1003] validation_0-mae:4550.28320 validation_1-mae:6005.51904 [1004] validation_0-mae:4548.97070 validation_1-mae:6005.14160 [1005] validation_0-mae:4547.52539 validation_1-mae:6004.29590 [1006] validation_0-mae:4546.17725 validation_1-mae:6004.00098 [1007] validation_0-mae:4545.17236 validation_1-mae:6003.88672 [1008] validation_0-mae:4544.64990 validation_1-mae:6004.02978 [1009] validation_0-mae:4543.00049 validation_1-mae:6003.89551 [1010] validation_0-mae:4542.44238 validation_1-mae:6003.63281 [1011] validation_0-mae:4540.57178 validation_1-mae:6003.39453 [1012] validation_0-mae:4539.78760 validation_1-mae:6003.66211 [1013] validation_0-mae:4538.99609 validation_1-mae:6003.83496 [1014] validation_0-mae:4537.69824 validation_1-mae:6003.36279 [1015] validation_0-mae:4536.87207 validation_1-mae:6003.53906 [1016] validation_0-mae:4536.14648 validation_1-mae:6003.43115 [1017] validation_0-mae:4534.82373 validation_1-mae:6002.93603 [1018] validation_0-mae:4534.32324 validation_1-mae:6003.10742 [1019] validation_0-mae:4533.36523 validation_1-mae:6003.47559 [1020] validation_0-mae:4532.85938 validation_1-mae:6003.79492 [1021] validation_0-mae:4531.55713 validation_1-mae:6003.31445 [1022] validation_0-mae:4529.53369 validation_1-mae:6002.15967 [1023] validation_0-mae:4528.35156 validation_1-mae:6001.65430 [1024] validation_0-mae:4527.50049 validation_1-mae:6002.17236 [1025] validation_0-mae:4525.75244 validation_1-mae:6001.19141 [1026] validation_0-mae:4524.34522 validation_1-mae:6000.84375 [1027] validation_0-mae:4523.57324 validation_1-mae:6000.32080 [1028] validation_0-mae:4522.79199 validation_1-mae:6000.38281 [1029] validation_0-mae:4522.11768 validation_1-mae:5999.91895 [1030] validation_0-mae:4521.84375 validation_1-mae:6000.19873 [1031] validation_0-mae:4521.61768 validation_1-mae:6000.13135 [1032] validation_0-mae:4521.09766 validation_1-mae:5999.96728 [1033] validation_0-mae:4520.71533 validation_1-mae:6000.09814 [1034] validation_0-mae:4519.90234 validation_1-mae:6000.33252 [1035] validation_0-mae:4518.67285 validation_1-mae:6000.63916 [1036] validation_0-mae:4517.65918 validation_1-mae:6000.50391 [1037] validation_0-mae:4517.57715 validation_1-mae:6000.50049 [1038] validation_0-mae:4516.20410 validation_1-mae:6000.68311 [1039] validation_0-mae:4515.20459 validation_1-mae:6000.87402 [1040] validation_0-mae:4514.22510 validation_1-mae:6000.81982 [1041] validation_0-mae:4513.51074 validation_1-mae:6000.64551 [1042] validation_0-mae:4512.85010 validation_1-mae:6000.53125 [1043] validation_0-mae:4512.31885 validation_1-mae:6001.16309 [1044] validation_0-mae:4511.13770 validation_1-mae:6001.26514 [1045] validation_0-mae:4510.72559 validation_1-mae:6001.16797 [1046] validation_0-mae:4510.13379 validation_1-mae:6001.09424 [1047] validation_0-mae:4508.41748 validation_1-mae:6001.28467 [1048] validation_0-mae:4507.31543 validation_1-mae:6001.08691 [1049] validation_0-mae:4505.40039 validation_1-mae:6001.04688 [1050] validation_0-mae:4502.94971 validation_1-mae:5999.28809 [1051] validation_0-mae:4500.94775 validation_1-mae:5998.80029 [1052] validation_0-mae:4498.93018 validation_1-mae:5998.45996 [1053] validation_0-mae:4497.10107 validation_1-mae:5999.00244 [1054] validation_0-mae:4495.56494 validation_1-mae:5998.27344 [1055] validation_0-mae:4494.67334 validation_1-mae:5997.90625 [1056] validation_0-mae:4493.43994 validation_1-mae:5997.83301 [1057] validation_0-mae:4492.49463 validation_1-mae:5998.06348 [1058] validation_0-mae:4490.71728 validation_1-mae:5998.58594 [1059] validation_0-mae:4489.20459 validation_1-mae:5998.30957 [1060] validation_0-mae:4487.46582 validation_1-mae:5996.97217 [1061] validation_0-mae:4486.70557 validation_1-mae:5996.50488 [1062] validation_0-mae:4485.35547 validation_1-mae:5996.59814 [1063] validation_0-mae:4484.28125 validation_1-mae:5996.74023 [1064] validation_0-mae:4483.45703 validation_1-mae:5996.35791 [1065] validation_0-mae:4483.11621 validation_1-mae:5996.30811 [1066] validation_0-mae:4482.31836 validation_1-mae:5997.01611 [1067] validation_0-mae:4481.02783 validation_1-mae:5996.88428 [1068] validation_0-mae:4479.54199 validation_1-mae:5996.85840 [1069] validation_0-mae:4478.28027 validation_1-mae:5997.17139 [1070] validation_0-mae:4477.31103 validation_1-mae:5996.99268 [1071] validation_0-mae:4476.27588 validation_1-mae:5997.24658 [1072] validation_0-mae:4475.58984 validation_1-mae:5997.66406 [1073] validation_0-mae:4474.32812 validation_1-mae:5996.95361 [1074] validation_0-mae:4473.15430 validation_1-mae:5996.94824 [1075] validation_0-mae:4472.20166 validation_1-mae:5996.71436 [1076] validation_0-mae:4470.87891 validation_1-mae:5996.76172 [1077] validation_0-mae:4469.52441 validation_1-mae:5996.59961 [1078] validation_0-mae:4469.03369 validation_1-mae:5996.60303 [1079] validation_0-mae:4468.07959 validation_1-mae:5996.52002 [1080] validation_0-mae:4467.67773 validation_1-mae:5996.95996 [1081] validation_0-mae:4466.57715 validation_1-mae:5997.01123 [1082] validation_0-mae:4465.71777 validation_1-mae:5996.82764 [1083] validation_0-mae:4464.54346 validation_1-mae:5996.88721 [1084] validation_0-mae:4462.85352 validation_1-mae:5996.35303 [1085] validation_0-mae:4460.67822 validation_1-mae:5996.78906 [1086] validation_0-mae:4458.85840 validation_1-mae:5996.52246 [1087] validation_0-mae:4457.78027 validation_1-mae:5996.38623 [1088] validation_0-mae:4457.67578 validation_1-mae:5996.40967 [1089] validation_0-mae:4456.14014 validation_1-mae:5996.66504 [1090] validation_0-mae:4454.52295 validation_1-mae:5996.65088 [1091] validation_0-mae:4453.81543 validation_1-mae:5996.79639 [1092] validation_0-mae:4451.65869 validation_1-mae:5996.87549 [1093] validation_0-mae:4449.98486 validation_1-mae:5996.79736 [1094] validation_0-mae:4448.43603 validation_1-mae:5995.62207 [1095] validation_0-mae:4447.73340 validation_1-mae:5995.56299 [1096] validation_0-mae:4446.15527 validation_1-mae:5994.79053 [1097] validation_0-mae:4445.44775 validation_1-mae:5994.83447 [1098] validation_0-mae:4444.66699 validation_1-mae:5995.16943 [1099] validation_0-mae:4443.23535 validation_1-mae:5995.37744 [1100] validation_0-mae:4442.67432 validation_1-mae:5995.27246 [1101] validation_0-mae:4441.28809 validation_1-mae:5995.11426 [1102] validation_0-mae:4439.80957 validation_1-mae:5994.84375 [1103] validation_0-mae:4439.07080 validation_1-mae:5994.94678 [1104] validation_0-mae:4438.50439 validation_1-mae:5994.95752 [1105] validation_0-mae:4436.59717 validation_1-mae:5994.27441 [1106] validation_0-mae:4435.77393 validation_1-mae:5994.04980 [1107] validation_0-mae:4434.47656 validation_1-mae:5993.40381 [1108] validation_0-mae:4433.03418 validation_1-mae:5993.40381 [1109] validation_0-mae:4431.29834 validation_1-mae:5992.79492 [1110] validation_0-mae:4430.25391 validation_1-mae:5992.95361 [1111] validation_0-mae:4429.22510 validation_1-mae:5992.79980 [1112] validation_0-mae:4428.72217 validation_1-mae:5992.81299 [1113] validation_0-mae:4427.48584 validation_1-mae:5992.94873 [1114] validation_0-mae:4425.35156 validation_1-mae:5992.43799 [1115] validation_0-mae:4424.13086 validation_1-mae:5992.12988 [1116] validation_0-mae:4423.05127 validation_1-mae:5991.88574 [1117] validation_0-mae:4421.84375 validation_1-mae:5992.13379 [1118] validation_0-mae:4421.44775 validation_1-mae:5992.47314 [1119] validation_0-mae:4420.07275 validation_1-mae:5992.60742 [1120] validation_0-mae:4418.70947 validation_1-mae:5993.14941 [1121] validation_0-mae:4417.91992 validation_1-mae:5992.75732 [1122] validation_0-mae:4416.67236 validation_1-mae:5993.15039 [1123] validation_0-mae:4414.61670 validation_1-mae:5992.83838 [1124] validation_0-mae:4413.62842 validation_1-mae:5992.83789 [1125] validation_0-mae:4413.07715 validation_1-mae:5993.17383 [1126] validation_0-mae:4412.20605 validation_1-mae:5993.02246 [1127] validation_0-mae:4411.47949 validation_1-mae:5993.30469 [1128] validation_0-mae:4409.80176 validation_1-mae:5993.56299 [1129] validation_0-mae:4408.00000 validation_1-mae:5993.54492 [1130] validation_0-mae:4406.29736 validation_1-mae:5993.64453 [1131] validation_0-mae:4405.39990 validation_1-mae:5993.71436 [1132] validation_0-mae:4404.83691 validation_1-mae:5993.62353 [1133] validation_0-mae:4404.16748 validation_1-mae:5994.14160 [1134] validation_0-mae:4403.40430 validation_1-mae:5994.13379 [1135] validation_0-mae:4402.48096 validation_1-mae:5994.00147 [1136] validation_0-mae:4401.02100 validation_1-mae:5993.66504 [1137] validation_0-mae:4400.34375 validation_1-mae:5993.44189 [1138] validation_0-mae:4399.80518 validation_1-mae:5993.27588 [1139] validation_0-mae:4397.89404 validation_1-mae:5991.55371 [1140] validation_0-mae:4397.01074 validation_1-mae:5991.16162 [1141] validation_0-mae:4395.53125 validation_1-mae:5991.06836 [1142] validation_0-mae:4394.67969 validation_1-mae:5990.95117 [1143] validation_0-mae:4393.86768 validation_1-mae:5991.09033 [1144] validation_0-mae:4392.82568 validation_1-mae:5990.71094 [1145] validation_0-mae:4392.09863 validation_1-mae:5990.52978 [1146] validation_0-mae:4391.50977 validation_1-mae:5990.23877 [1147] validation_0-mae:4391.11426 validation_1-mae:5990.45312 [1148] validation_0-mae:4389.94727 validation_1-mae:5989.96045 [1149] validation_0-mae:4388.42139 validation_1-mae:5989.67871 [1150] validation_0-mae:4387.34082 validation_1-mae:5989.99902 [1151] validation_0-mae:4387.10498 validation_1-mae:5990.24072 [1152] validation_0-mae:4385.72119 validation_1-mae:5990.43897 [1153] validation_0-mae:4384.86914 validation_1-mae:5990.57764 [1154] validation_0-mae:4383.64453 validation_1-mae:5990.43359 [1155] validation_0-mae:4382.60840 validation_1-mae:5990.22266 [1156] validation_0-mae:4381.62647 validation_1-mae:5990.24365 [1157] validation_0-mae:4380.67627 validation_1-mae:5989.69287 [1158] validation_0-mae:4380.28711 validation_1-mae:5989.54688 [1159] validation_0-mae:4379.60498 validation_1-mae:5989.49609 [1160] validation_0-mae:4379.20264 validation_1-mae:5989.64990 [1161] validation_0-mae:4377.91406 validation_1-mae:5989.64014 [1162] validation_0-mae:4376.41553 validation_1-mae:5989.41309 [1163] validation_0-mae:4375.75879 validation_1-mae:5989.52295 [1164] validation_0-mae:4374.61084 validation_1-mae:5989.64990 [1165] validation_0-mae:4374.31348 validation_1-mae:5989.60449 [1166] validation_0-mae:4373.45898 validation_1-mae:5989.71338 [1167] validation_0-mae:4372.49951 validation_1-mae:5990.07227 [1168] validation_0-mae:4371.38867 validation_1-mae:5990.32568 [1169] validation_0-mae:4369.94727 validation_1-mae:5989.98975 [1170] validation_0-mae:4368.65723 validation_1-mae:5990.19043 [1171] validation_0-mae:4367.95410 validation_1-mae:5989.95020 [1172] validation_0-mae:4367.49561 validation_1-mae:5989.86084 [1173] validation_0-mae:4366.69531 validation_1-mae:5989.89404 [1174] validation_0-mae:4365.69385 validation_1-mae:5990.50732 [1175] validation_0-mae:4365.07520 validation_1-mae:5990.55957 [1176] validation_0-mae:4364.33203 validation_1-mae:5990.27783 [1177] validation_0-mae:4363.79199 validation_1-mae:5990.36475 [1178] validation_0-mae:4362.81836 validation_1-mae:5990.37500 [1179] validation_0-mae:4361.78809 validation_1-mae:5990.23145 [1180] validation_0-mae:4360.96826 validation_1-mae:5990.17627 [1181] validation_0-mae:4360.39014 validation_1-mae:5990.02881 [1182] validation_0-mae:4360.16504 validation_1-mae:5989.95312 [1183] validation_0-mae:4358.66211 validation_1-mae:5988.96826 [1184] validation_0-mae:4358.28174 validation_1-mae:5988.99072 [1185] validation_0-mae:4358.25342 validation_1-mae:5988.99561 [1186] validation_0-mae:4357.22949 validation_1-mae:5988.67969 [1187] validation_0-mae:4356.25293 validation_1-mae:5988.25195 [1188] validation_0-mae:4354.81982 validation_1-mae:5988.39893 [1189] validation_0-mae:4353.74072 validation_1-mae:5987.84961 [1190] validation_0-mae:4352.94775 validation_1-mae:5987.89551 [1191] validation_0-mae:4352.06445 validation_1-mae:5987.60449 [1192] validation_0-mae:4350.48438 validation_1-mae:5987.68213 [1193] validation_0-mae:4349.24365 validation_1-mae:5987.93018 [1194] validation_0-mae:4348.30420 validation_1-mae:5987.93897 [1195] validation_0-mae:4347.29297 validation_1-mae:5988.20508 [1196] validation_0-mae:4346.23242 validation_1-mae:5988.13135 [1197] validation_0-mae:4345.50049 validation_1-mae:5988.62012 [1198] validation_0-mae:4344.54883 validation_1-mae:5988.80469 [1199] validation_0-mae:4343.97852 validation_1-mae:5988.61963 [1200] validation_0-mae:4343.22461 validation_1-mae:5988.50439 [1201] validation_0-mae:4342.18408 validation_1-mae:5988.62891 [1202] validation_0-mae:4340.65137 validation_1-mae:5988.17090 [1203] validation_0-mae:4339.65186 validation_1-mae:5988.10107 [1204] validation_0-mae:4338.72217 validation_1-mae:5988.37451 [1205] validation_0-mae:4338.23340 validation_1-mae:5988.38086 [1206] validation_0-mae:4337.49951 validation_1-mae:5988.27978 [1207] validation_0-mae:4336.79346 validation_1-mae:5988.23438 [1208] validation_0-mae:4336.02100 validation_1-mae:5988.25488 [1209] validation_0-mae:4335.51807 validation_1-mae:5988.23584 [1210] validation_0-mae:4334.92383 validation_1-mae:5988.06885 [1211] validation_0-mae:4333.77881 validation_1-mae:5988.85059 [1212] validation_0-mae:4333.23096 validation_1-mae:5989.04785 [1213] validation_0-mae:4331.40137 validation_1-mae:5988.65967 [1214] validation_0-mae:4329.96777 validation_1-mae:5989.34766 [1215] validation_0-mae:4328.71777 validation_1-mae:5988.74609 [1216] validation_0-mae:4327.30615 validation_1-mae:5989.23779 [1217] validation_0-mae:4326.50147 validation_1-mae:5988.69092 [1218] validation_0-mae:4325.61230 validation_1-mae:5988.31250 [1219] validation_0-mae:4324.95312 validation_1-mae:5988.18506 [1220] validation_0-mae:4324.72314 validation_1-mae:5988.27148 [1221] validation_0-mae:4323.07324 validation_1-mae:5988.44482 [1222] validation_0-mae:4322.23682 validation_1-mae:5988.36572 [1223] validation_0-mae:4320.65527 validation_1-mae:5988.09570 [1224] validation_0-mae:4319.83887 validation_1-mae:5987.70557 [1225] validation_0-mae:4318.12988 validation_1-mae:5987.51025 [1226] validation_0-mae:4317.88623 validation_1-mae:5987.47168 [1227] validation_0-mae:4317.08301 validation_1-mae:5987.47900 [1228] validation_0-mae:4315.64355 validation_1-mae:5987.17236 [1229] validation_0-mae:4315.04639 validation_1-mae:5987.37158 [1230] validation_0-mae:4314.46094 validation_1-mae:5986.97461 [1231] validation_0-mae:4313.85303 validation_1-mae:5987.36133 [1232] validation_0-mae:4313.22754 validation_1-mae:5987.51709 [1233] validation_0-mae:4312.50049 validation_1-mae:5987.62109 [1234] validation_0-mae:4311.79834 validation_1-mae:5987.61523 [1235] validation_0-mae:4310.20801 validation_1-mae:5986.77734 [1236] validation_0-mae:4309.18799 validation_1-mae:5986.77930 [1237] validation_0-mae:4308.10938 validation_1-mae:5986.88477 [1238] validation_0-mae:4307.93603 validation_1-mae:5987.02051 [1239] validation_0-mae:4306.96436 validation_1-mae:5986.89697 [1240] validation_0-mae:4306.17236 validation_1-mae:5987.12256 [1241] validation_0-mae:4305.28125 validation_1-mae:5986.78955 [1242] validation_0-mae:4304.00879 validation_1-mae:5986.56494 [1243] validation_0-mae:4303.60693 validation_1-mae:5986.37451 [1244] validation_0-mae:4302.45654 validation_1-mae:5986.01855 [1245] validation_0-mae:4301.91357 validation_1-mae:5985.98096 [1246] validation_0-mae:4301.52783 validation_1-mae:5986.19531 [1247] validation_0-mae:4301.02441 validation_1-mae:5986.27295 [1248] validation_0-mae:4300.41260 validation_1-mae:5986.54443 [1249] validation_0-mae:4299.86670 validation_1-mae:5986.54346 [1250] validation_0-mae:4299.83301 validation_1-mae:5986.59912 [1251] validation_0-mae:4298.45068 validation_1-mae:5986.51562 [1252] validation_0-mae:4297.95947 validation_1-mae:5986.44434 [1253] validation_0-mae:4297.78320 validation_1-mae:5986.63574 [1254] validation_0-mae:4296.85840 validation_1-mae:5986.48340 [1255] validation_0-mae:4296.24365 validation_1-mae:5986.39307 [1256] validation_0-mae:4295.64844 validation_1-mae:5986.26611 [1257] validation_0-mae:4294.96191 validation_1-mae:5985.79443 [1258] validation_0-mae:4294.01318 validation_1-mae:5985.42236 [1259] validation_0-mae:4292.80225 validation_1-mae:5985.77490 [1260] validation_0-mae:4291.68555 validation_1-mae:5985.57910 [1261] validation_0-mae:4291.36963 validation_1-mae:5985.46924 [1262] validation_0-mae:4291.11328 validation_1-mae:5985.38232 [1263] validation_0-mae:4290.77393 validation_1-mae:5985.52637 [1264] validation_0-mae:4288.64795 validation_1-mae:5986.53174 [1265] validation_0-mae:4288.26660 validation_1-mae:5986.85986 [1266] validation_0-mae:4287.40674 validation_1-mae:5986.59814 [1267] validation_0-mae:4287.27197 validation_1-mae:5986.57422 [1268] validation_0-mae:4286.94775 validation_1-mae:5986.58691 [1269] validation_0-mae:4286.39307 validation_1-mae:5986.47363 [1270] validation_0-mae:4285.31201 validation_1-mae:5986.57178 [1271] validation_0-mae:4284.35693 validation_1-mae:5986.56738 [1272] validation_0-mae:4283.77686 validation_1-mae:5986.50098 [1273] validation_0-mae:4283.08447 validation_1-mae:5986.88721 [1274] validation_0-mae:4282.69238 validation_1-mae:5986.78857 [1275] validation_0-mae:4281.31982 validation_1-mae:5986.99219 [1276] validation_0-mae:4280.87158 validation_1-mae:5986.97803 [1277] validation_0-mae:4280.08203 validation_1-mae:5987.20068 [1278] validation_0-mae:4279.65674 validation_1-mae:5987.21045 [1279] validation_0-mae:4278.95703 validation_1-mae:5987.10010 [1280] validation_0-mae:4278.14258 validation_1-mae:5986.80371 [1281] validation_0-mae:4276.95557 validation_1-mae:5986.63672 [1282] validation_0-mae:4276.65772 validation_1-mae:5986.68603 [1283] validation_0-mae:4276.19971 validation_1-mae:5986.58203 [1284] validation_0-mae:4275.68018 validation_1-mae:5986.51025 [1285] validation_0-mae:4274.53857 validation_1-mae:5986.55078 [1286] validation_0-mae:4273.38037 validation_1-mae:5986.59326 [1287] validation_0-mae:4272.42090 validation_1-mae:5986.61475 [1288] validation_0-mae:4271.85693 validation_1-mae:5986.55518 [1289] validation_0-mae:4270.72803 validation_1-mae:5986.36084 [1290] validation_0-mae:4269.91162 validation_1-mae:5986.60547 [1291] validation_0-mae:4269.25098 validation_1-mae:5986.81006 [1292] validation_0-mae:4268.96191 validation_1-mae:5987.13477 [1293] validation_0-mae:4268.59766 validation_1-mae:5987.05469 [1294] validation_0-mae:4268.26562 validation_1-mae:5987.24316 [1295] validation_0-mae:4267.67822 validation_1-mae:5986.95801 [1296] validation_0-mae:4266.34082 validation_1-mae:5986.89307 [1297] validation_0-mae:4265.38623 validation_1-mae:5986.47412 [1298] validation_0-mae:4264.62353 validation_1-mae:5986.54199 [1299] validation_0-mae:4263.51074 validation_1-mae:5986.27002 [1300] validation_0-mae:4261.12695 validation_1-mae:5986.79980 [1301] validation_0-mae:4259.95264 validation_1-mae:5986.76172 [1302] validation_0-mae:4258.92188 validation_1-mae:5986.73096 [1303] validation_0-mae:4257.94922 validation_1-mae:5986.82959 [1304] validation_0-mae:4256.47754 validation_1-mae:5986.33594 [1305] validation_0-mae:4255.47314 validation_1-mae:5986.20508 [1306] validation_0-mae:4253.84228 validation_1-mae:5986.19824 [1307] validation_0-mae:4252.51855 validation_1-mae:5986.33789 [1308] validation_0-mae:4251.83740 validation_1-mae:5986.54688 [1309] validation_0-mae:4251.51270 validation_1-mae:5986.37158 [1310] validation_0-mae:4250.63818 validation_1-mae:5986.02588 [1311] validation_0-mae:4249.94873 validation_1-mae:5986.38867 [1312] validation_0-mae:4248.43408 validation_1-mae:5985.82812 [1313] validation_0-mae:4247.81250 validation_1-mae:5985.96875 [1314] validation_0-mae:4247.12353 validation_1-mae:5985.64502 [1315] validation_0-mae:4246.67871 validation_1-mae:5985.38916 [1316] validation_0-mae:4245.96777 validation_1-mae:5985.88428 [1317] validation_0-mae:4245.43164 validation_1-mae:5986.02100 [1318] validation_0-mae:4244.16113 validation_1-mae:5986.44971 [1319] validation_0-mae:4242.94482 validation_1-mae:5985.94775 [1320] validation_0-mae:4241.68457 validation_1-mae:5985.79834 [1321] validation_0-mae:4240.90430 validation_1-mae:5985.79932 [1322] validation_0-mae:4239.61963 validation_1-mae:5985.48682 [1323] validation_0-mae:4238.75488 validation_1-mae:5985.27246 [1324] validation_0-mae:4237.68555 validation_1-mae:5984.94629 [1325] validation_0-mae:4237.04443 validation_1-mae:5985.06787 [1326] validation_0-mae:4236.46484 validation_1-mae:5985.17090 [1327] validation_0-mae:4235.51367 validation_1-mae:5985.25684 [1328] validation_0-mae:4234.80518 validation_1-mae:5985.35986 [1329] validation_0-mae:4234.14355 validation_1-mae:5985.54297 [1330] validation_0-mae:4233.12256 validation_1-mae:5985.89844 [1331] validation_0-mae:4233.03906 validation_1-mae:5985.93311 [1332] validation_0-mae:4232.19678 validation_1-mae:5985.67236 [1333] validation_0-mae:4231.67383 validation_1-mae:5985.86963 [1334] validation_0-mae:4230.80078 validation_1-mae:5985.76611 [1335] validation_0-mae:4230.57959 validation_1-mae:5985.66406 [1336] validation_0-mae:4229.19336 validation_1-mae:5986.63525 [1337] validation_0-mae:4228.11963 validation_1-mae:5986.74707 [1338] validation_0-mae:4227.69531 validation_1-mae:5986.95361 [1339] validation_0-mae:4225.50586 validation_1-mae:5987.15625 [1340] validation_0-mae:4225.13965 validation_1-mae:5987.68018 [1341] validation_0-mae:4224.03027 validation_1-mae:5987.45410 [1342] validation_0-mae:4223.54199 validation_1-mae:5987.32764 [1343] validation_0-mae:4222.58301 validation_1-mae:5986.99512 [1344] validation_0-mae:4221.65137 validation_1-mae:5986.94043 [1345] validation_0-mae:4221.41260 validation_1-mae:5986.94971 [1346] validation_0-mae:4221.14941 validation_1-mae:5986.94238 [1347] validation_0-mae:4220.11523 validation_1-mae:5987.20361 [1348] validation_0-mae:4218.60791 validation_1-mae:5987.42676 [1349] validation_0-mae:4217.87695 validation_1-mae:5987.80029 [1350] validation_0-mae:4216.97314 validation_1-mae:5987.33789 [1351] validation_0-mae:4216.27637 validation_1-mae:5986.87012 [1352] validation_0-mae:4215.63721 validation_1-mae:5986.92725 [1353] validation_0-mae:4213.53369 validation_1-mae:5986.01855 [1354] validation_0-mae:4212.67285 validation_1-mae:5985.74707 [1355] validation_0-mae:4211.68213 validation_1-mae:5985.37891 [1356] validation_0-mae:4211.21777 validation_1-mae:5985.60693 [1357] validation_0-mae:4210.05322 validation_1-mae:5985.57031 [1358] validation_0-mae:4208.33691 validation_1-mae:5985.57812 [1359] validation_0-mae:4207.59375 validation_1-mae:5985.27881 [1360] validation_0-mae:4206.72217 validation_1-mae:5985.43506 [1361] validation_0-mae:4206.17334 validation_1-mae:5985.46289 [1362] validation_0-mae:4205.23975 validation_1-mae:5985.80518 [1363] validation_0-mae:4204.83008 validation_1-mae:5985.79541 [1364] validation_0-mae:4204.24023 validation_1-mae:5986.12988 [1365] validation_0-mae:4203.48975 validation_1-mae:5986.21191 [1366] validation_0-mae:4202.79199 validation_1-mae:5986.11377 [1367] validation_0-mae:4202.12744 validation_1-mae:5985.59326 [1368] validation_0-mae:4201.30225 validation_1-mae:5985.86328 [1369] validation_0-mae:4200.63281 validation_1-mae:5985.58838 [1370] validation_0-mae:4199.98193 validation_1-mae:5985.24268 [1371] validation_0-mae:4199.43213 validation_1-mae:5985.49072 [1372] validation_0-mae:4198.80908 validation_1-mae:5985.54980 [1373] validation_0-mae:4198.14795 validation_1-mae:5985.39795 [1374] validation_0-mae:4197.60840 validation_1-mae:5985.54541 [1375] validation_0-mae:4196.27978 validation_1-mae:5985.02881 [1376] validation_0-mae:4195.96240 validation_1-mae:5984.96094 [1377] validation_0-mae:4195.90820 validation_1-mae:5985.03906 [1378] validation_0-mae:4195.53369 validation_1-mae:5985.25391 [1379] validation_0-mae:4194.24268 validation_1-mae:5985.29102 [1380] validation_0-mae:4193.39990 validation_1-mae:5985.13672 [1381] validation_0-mae:4192.34131 validation_1-mae:5984.50293 [1382] validation_0-mae:4191.20215 validation_1-mae:5984.20557 [1383] validation_0-mae:4190.10889 validation_1-mae:5984.05518 [1384] validation_0-mae:4189.18506 validation_1-mae:5984.00391 [1385] validation_0-mae:4188.16895 validation_1-mae:5984.01904 [1386] validation_0-mae:4187.55225 validation_1-mae:5984.05713 [1387] validation_0-mae:4186.48389 validation_1-mae:5984.02148 [1388] validation_0-mae:4185.98926 validation_1-mae:5984.50049 [1389] validation_0-mae:4185.09473 validation_1-mae:5984.23633 [1390] validation_0-mae:4183.82031 validation_1-mae:5984.50781 [1391] validation_0-mae:4183.43359 validation_1-mae:5984.39307 [1392] validation_0-mae:4182.01953 validation_1-mae:5984.53125 [1393] validation_0-mae:4180.78418 validation_1-mae:5984.57227 [1394] validation_0-mae:4180.25391 validation_1-mae:5984.91260 [1395] validation_0-mae:4178.84131 validation_1-mae:5985.18652 [1396] validation_0-mae:4177.78320 validation_1-mae:5985.13379 [1397] validation_0-mae:4177.09522 validation_1-mae:5985.61328 [1398] validation_0-mae:4176.36133 validation_1-mae:5985.47168 [1399] validation_0-mae:4175.38818 validation_1-mae:5986.27051 [1400] validation_0-mae:4174.65576 validation_1-mae:5986.19580 [1401] validation_0-mae:4173.87891 validation_1-mae:5985.96924 [1402] validation_0-mae:4173.18262 validation_1-mae:5985.57715 [1403] validation_0-mae:4172.07275 validation_1-mae:5986.21826 [1404] validation_0-mae:4170.25000 validation_1-mae:5985.66162 [1405] validation_0-mae:4169.61377 validation_1-mae:5985.82275 [1406] validation_0-mae:4169.01904 validation_1-mae:5985.96240 [1407] validation_0-mae:4168.46826 validation_1-mae:5985.81836 [1408] validation_0-mae:4168.04004 validation_1-mae:5985.75147 [1409] validation_0-mae:4166.83105 validation_1-mae:5986.31055 [1410] validation_0-mae:4166.25293 validation_1-mae:5985.95654 [1411] validation_0-mae:4164.45020 validation_1-mae:5985.54639 [1412] validation_0-mae:4163.83154 validation_1-mae:5985.43506 [1413] validation_0-mae:4163.03906 validation_1-mae:5985.40576 [1414] validation_0-mae:4161.99902 validation_1-mae:5985.29541 [1415] validation_0-mae:4161.07959 validation_1-mae:5984.80859 [1416] validation_0-mae:4160.15088 validation_1-mae:5984.51465 [1417] validation_0-mae:4158.97559 validation_1-mae:5984.48096 [1418] validation_0-mae:4157.95410 validation_1-mae:5984.02246 [1419] validation_0-mae:4157.35547 validation_1-mae:5983.80566 [1420] validation_0-mae:4156.84131 validation_1-mae:5983.54785 [1421] validation_0-mae:4155.54785 validation_1-mae:5984.25342 [1422] validation_0-mae:4153.68994 validation_1-mae:5984.02832 [1423] validation_0-mae:4153.00342 validation_1-mae:5983.91992 [1424] validation_0-mae:4152.61426 validation_1-mae:5983.97266 [1425] validation_0-mae:4151.60303 validation_1-mae:5983.88525 [1426] validation_0-mae:4150.23047 validation_1-mae:5984.50928 [1427] validation_0-mae:4149.24121 validation_1-mae:5984.87500 [1428] validation_0-mae:4148.32764 validation_1-mae:5984.39111 [1429] validation_0-mae:4147.85205 validation_1-mae:5984.64600 [1430] validation_0-mae:4147.24316 validation_1-mae:5984.70312 [1431] validation_0-mae:4146.30078 validation_1-mae:5984.30273 [1432] validation_0-mae:4145.63525 validation_1-mae:5983.74072 [1433] validation_0-mae:4144.80420 validation_1-mae:5983.76904 [1434] validation_0-mae:4144.11963 validation_1-mae:5983.60352 [1435] validation_0-mae:4143.20166 validation_1-mae:5983.24512 [1436] validation_0-mae:4141.03272 validation_1-mae:5983.38037 [1437] validation_0-mae:4140.14404 validation_1-mae:5983.08740 [1438] validation_0-mae:4139.20312 validation_1-mae:5983.55371 [1439] validation_0-mae:4136.84131 validation_1-mae:5983.74268 [1440] validation_0-mae:4136.23584 validation_1-mae:5983.59912 [1441] validation_0-mae:4135.30322 validation_1-mae:5983.77881 [1442] validation_0-mae:4134.38330 validation_1-mae:5983.47656 [1443] validation_0-mae:4134.07861 validation_1-mae:5983.44092 [1444] validation_0-mae:4133.54004 validation_1-mae:5983.72998 [1445] validation_0-mae:4132.61182 validation_1-mae:5983.86768 [1446] validation_0-mae:4132.05859 validation_1-mae:5983.83838 [1447] validation_0-mae:4131.25195 validation_1-mae:5983.79736 [1448] validation_0-mae:4130.70557 validation_1-mae:5983.87256 [1449] validation_0-mae:4130.00635 validation_1-mae:5983.86230 [1450] validation_0-mae:4129.73340 validation_1-mae:5983.94043 [1451] validation_0-mae:4129.47754 validation_1-mae:5984.37305 [1452] validation_0-mae:4129.13232 validation_1-mae:5984.42676 [1453] validation_0-mae:4128.66504 validation_1-mae:5984.66016 [1454] validation_0-mae:4127.34570 validation_1-mae:5984.18945 [1455] validation_0-mae:4126.35303 validation_1-mae:5984.38623 [1456] validation_0-mae:4125.67871 validation_1-mae:5984.13770 [1457] validation_0-mae:4125.08203 validation_1-mae:5984.04053 [1458] validation_0-mae:4123.42090 validation_1-mae:5984.38232 [1459] validation_0-mae:4121.91113 validation_1-mae:5984.53125 [1460] validation_0-mae:4120.40674 validation_1-mae:5984.51709 [1461] validation_0-mae:4118.98242 validation_1-mae:5983.91016 [1462] validation_0-mae:4117.92773 validation_1-mae:5984.52100 [1463] validation_0-mae:4117.06982 validation_1-mae:5984.77881 [1464] validation_0-mae:4115.45312 validation_1-mae:5984.44580 [1465] validation_0-mae:4114.47705 validation_1-mae:5984.00488 [1466] validation_0-mae:4113.98779 validation_1-mae:5984.12939 [1467] validation_0-mae:4113.17871 validation_1-mae:5984.07080 [1468] validation_0-mae:4112.19434 validation_1-mae:5983.87109 [1469] validation_0-mae:4111.23291 validation_1-mae:5983.87891 [1470] validation_0-mae:4110.34228 validation_1-mae:5984.12061 [1471] validation_0-mae:4109.31836 validation_1-mae:5983.59717 [1472] validation_0-mae:4108.73975 validation_1-mae:5983.46826 [1473] validation_0-mae:4108.48877 validation_1-mae:5983.18213 [1474] validation_0-mae:4107.99561 validation_1-mae:5983.12109 [1475] validation_0-mae:4107.51025 validation_1-mae:5983.22852 [1476] validation_0-mae:4106.99316 validation_1-mae:5983.28564 [1477] validation_0-mae:4105.78809 validation_1-mae:5983.22070 [1478] validation_0-mae:4105.17139 validation_1-mae:5982.87207 [1479] validation_0-mae:4104.66406 validation_1-mae:5982.67920 [1480] validation_0-mae:4103.43213 validation_1-mae:5983.00684 [1481] validation_0-mae:4102.93994 validation_1-mae:5982.95947 [1482] validation_0-mae:4102.03272 validation_1-mae:5982.85938 [1483] validation_0-mae:4101.41748 validation_1-mae:5982.93506 [1484] validation_0-mae:4100.92480 validation_1-mae:5983.04590 [1485] validation_0-mae:4100.85986 validation_1-mae:5982.99023 [1486] validation_0-mae:4100.03027 validation_1-mae:5982.71045 [1487] validation_0-mae:4098.77441 validation_1-mae:5982.05859 [1488] validation_0-mae:4098.14746 validation_1-mae:5982.16357 [1489] validation_0-mae:4097.19092 validation_1-mae:5982.01465 [1490] validation_0-mae:4096.42578 validation_1-mae:5982.17041 [1491] validation_0-mae:4095.59985 validation_1-mae:5982.00391 [1492] validation_0-mae:4094.62280 validation_1-mae:5982.63818 [1493] validation_0-mae:4093.82764 validation_1-mae:5982.72119 [1494] validation_0-mae:4093.34009 validation_1-mae:5982.64258 [1495] validation_0-mae:4092.48413 validation_1-mae:5982.77295 [1496] validation_0-mae:4091.66748 validation_1-mae:5982.83008 [1497] validation_0-mae:4091.07007 validation_1-mae:5982.90478 [1498] validation_0-mae:4090.67310 validation_1-mae:5982.90039 [1499] validation_0-mae:4090.10693 validation_1-mae:5982.52148 [1500] validation_0-mae:4089.09644 validation_1-mae:5982.03955 [1501] validation_0-mae:4088.33618 validation_1-mae:5982.21924 [1502] validation_0-mae:4087.53882 validation_1-mae:5982.18359 [1503] validation_0-mae:4086.60425 validation_1-mae:5982.92676 [1504] validation_0-mae:4085.76245 validation_1-mae:5983.08740 [1505] validation_0-mae:4084.63647 validation_1-mae:5982.42480 [1506] validation_0-mae:4083.29614 validation_1-mae:5981.88672 [1507] validation_0-mae:4082.71899 validation_1-mae:5982.03760 [1508] validation_0-mae:4081.30151 validation_1-mae:5981.60547 [1509] validation_0-mae:4080.67407 validation_1-mae:5981.62842 [1510] validation_0-mae:4080.06055 validation_1-mae:5981.65186 [1511] validation_0-mae:4078.65088 validation_1-mae:5981.54639 [1512] validation_0-mae:4077.30933 validation_1-mae:5981.27978 [1513] validation_0-mae:4075.45312 validation_1-mae:5980.62939 [1514] validation_0-mae:4074.22827 validation_1-mae:5979.97217 [1515] validation_0-mae:4073.40088 validation_1-mae:5979.82031 [1516] validation_0-mae:4072.35571 validation_1-mae:5979.90088 [1517] validation_0-mae:4071.26587 validation_1-mae:5980.14160 [1518] validation_0-mae:4070.52881 validation_1-mae:5979.98682 [1519] validation_0-mae:4069.67749 validation_1-mae:5980.33203 [1520] validation_0-mae:4068.98755 validation_1-mae:5980.41943 [1521] validation_0-mae:4067.75732 validation_1-mae:5980.82275 [1522] validation_0-mae:4066.73315 validation_1-mae:5980.93848 [1523] validation_0-mae:4065.81836 validation_1-mae:5981.21045 [1524] validation_0-mae:4065.34619 validation_1-mae:5981.03857 [1525] validation_0-mae:4064.31592 validation_1-mae:5980.29297 [1526] validation_0-mae:4063.62671 validation_1-mae:5980.11914 [1527] validation_0-mae:4062.78638 validation_1-mae:5980.18359 [1528] validation_0-mae:4061.69507 validation_1-mae:5980.36523 [1529] validation_0-mae:4061.20508 validation_1-mae:5980.41309 [1530] validation_0-mae:4060.77100 validation_1-mae:5980.47363 [1531] validation_0-mae:4060.17944 validation_1-mae:5980.50732 [1532] validation_0-mae:4059.05640 validation_1-mae:5980.94531 [1533] validation_0-mae:4058.21484 validation_1-mae:5980.86914 [1534] validation_0-mae:4057.09473 validation_1-mae:5980.84717 [1535] validation_0-mae:4056.74316 validation_1-mae:5981.03516 [1536] validation_0-mae:4055.84399 validation_1-mae:5981.24609 [1537] validation_0-mae:4055.01245 validation_1-mae:5981.12402 [1538] validation_0-mae:4054.73315 validation_1-mae:5981.02832 [1539] validation_0-mae:4053.78833 validation_1-mae:5981.60938 [1540] validation_0-mae:4053.06006 validation_1-mae:5981.69287 [1541] validation_0-mae:4052.45264 validation_1-mae:5981.60498 [1542] validation_0-mae:4051.73438 validation_1-mae:5981.81201 [1543] validation_0-mae:4050.90649 validation_1-mae:5981.99902 [1544] validation_0-mae:4050.37939 validation_1-mae:5981.98389 [1545] validation_0-mae:4050.16894 validation_1-mae:5982.09082 [1546] validation_0-mae:4048.96484 validation_1-mae:5981.85156 [1547] validation_0-mae:4048.19165 validation_1-mae:5982.37207 [1548] validation_0-mae:4047.86499 validation_1-mae:5982.52783 [1549] validation_0-mae:4047.29175 validation_1-mae:5982.30908 [1550] validation_0-mae:4046.07056 validation_1-mae:5981.94385 [1551] validation_0-mae:4045.84253 validation_1-mae:5982.07666 [1552] validation_0-mae:4045.13501 validation_1-mae:5982.33105 [1553] validation_0-mae:4043.94629 validation_1-mae:5982.64697 [1554] validation_0-mae:4042.45215 validation_1-mae:5982.27002 [1555] validation_0-mae:4041.29761 validation_1-mae:5982.20703 [1556] validation_0-mae:4040.28003 validation_1-mae:5982.34961 [1557] validation_0-mae:4039.84009 validation_1-mae:5982.39648 [1558] validation_0-mae:4038.85571 validation_1-mae:5982.45068 [1559] validation_0-mae:4038.42725 validation_1-mae:5982.53662 [1560] validation_0-mae:4038.05884 validation_1-mae:5982.51611 [1561] validation_0-mae:4037.43726 validation_1-mae:5982.67725 [1562] validation_0-mae:4037.03662 validation_1-mae:5982.81934 [1563] validation_0-mae:4036.43628 validation_1-mae:5982.88428 [1564] validation_0-mae:4036.09521 validation_1-mae:5983.14111 [1565] validation_0-mae:4035.27417 validation_1-mae:5982.86230 [1566] validation_0-mae:4034.67578 validation_1-mae:5982.76465 [1567] validation_0-mae:4034.25293 validation_1-mae:5982.73779 [1568] validation_0-mae:4033.97949 validation_1-mae:5982.57227 [1569] validation_0-mae:4033.23340 validation_1-mae:5982.62988 [1570] validation_0-mae:4032.57593 validation_1-mae:5982.70898 [1571] validation_0-mae:4031.64941 validation_1-mae:5982.70752 [1572] validation_0-mae:4030.72388 validation_1-mae:5982.88281 [1573] validation_0-mae:4030.64429 validation_1-mae:5982.96875 [1574] validation_0-mae:4030.33350 validation_1-mae:5982.77832 [1575] validation_0-mae:4029.87573 validation_1-mae:5982.79199 [1576] validation_0-mae:4029.86108 validation_1-mae:5982.79004 [1577] validation_0-mae:4029.25635 validation_1-mae:5982.66064 [1578] validation_0-mae:4028.91064 validation_1-mae:5982.52978 [1579] validation_0-mae:4028.74414 validation_1-mae:5982.76611 [1580] validation_0-mae:4028.13208 validation_1-mae:5982.80859 [1581] validation_0-mae:4026.90698 validation_1-mae:5982.55029 [1582] validation_0-mae:4026.46338 validation_1-mae:5982.90088 [1583] validation_0-mae:4025.87231 validation_1-mae:5983.06836 [1584] validation_0-mae:4025.21484 validation_1-mae:5983.04004 [1585] validation_0-mae:4024.53613 validation_1-mae:5983.15088 [1586] validation_0-mae:4023.81958 validation_1-mae:5983.06103 [1587] validation_0-mae:4022.66748 validation_1-mae:5983.13672 [1588] validation_0-mae:4022.31177 validation_1-mae:5983.14746 [1589] validation_0-mae:4021.84839 validation_1-mae:5983.22705 [1590] validation_0-mae:4021.63843 validation_1-mae:5983.38379 [1591] validation_0-mae:4021.15137 validation_1-mae:5983.38721 [1592] validation_0-mae:4020.79590 validation_1-mae:5983.30713 [1593] validation_0-mae:4020.55444 validation_1-mae:5983.36475 [1594] validation_0-mae:4019.99634 validation_1-mae:5983.51221 [1595] validation_0-mae:4018.49487 validation_1-mae:5983.66553 [1596] validation_0-mae:4016.51001 validation_1-mae:5982.83008 [1597] validation_0-mae:4015.57397 validation_1-mae:5982.95020 [1598] validation_0-mae:4014.70312 validation_1-mae:5983.24561 [1599] validation_0-mae:4013.59351 validation_1-mae:5983.44092 [1600] validation_0-mae:4012.09277 validation_1-mae:5983.70654 [1601] validation_0-mae:4010.78296 validation_1-mae:5983.78223 [1602] validation_0-mae:4010.14624 validation_1-mae:5984.06299 [1603] validation_0-mae:4009.30908 validation_1-mae:5984.50830 [1604] validation_0-mae:4008.71069 validation_1-mae:5984.09033 [1605] validation_0-mae:4008.33667 validation_1-mae:5984.05225 [1606] validation_0-mae:4007.65918 validation_1-mae:5984.13818 [1607] validation_0-mae:4006.61157 validation_1-mae:5983.49951 [1608] validation_0-mae:4005.21777 validation_1-mae:5983.96728 [1609] validation_0-mae:4004.13818 validation_1-mae:5983.77490 [1610] validation_0-mae:4003.12842 validation_1-mae:5983.69824 [1611] validation_0-mae:4002.25610 validation_1-mae:5983.92627 [1612] validation_0-mae:4000.83887 validation_1-mae:5984.36328 [1613] validation_0-mae:4000.28101 validation_1-mae:5984.17334 [1614] validation_0-mae:3999.62476 validation_1-mae:5984.01172 [1615] validation_0-mae:3998.17651 validation_1-mae:5983.82129 [1616] validation_0-mae:3997.50684 validation_1-mae:5983.94775 [1617] validation_0-mae:3997.04761 validation_1-mae:5984.16504 [1618] validation_0-mae:3996.22144 validation_1-mae:5984.90625 [1619] validation_0-mae:3995.47900 validation_1-mae:5984.73828 [1620] validation_0-mae:3994.70215 validation_1-mae:5985.00732 [1621] validation_0-mae:3994.18579 validation_1-mae:5985.30518 [1622] validation_0-mae:3993.89600 validation_1-mae:5985.22217 [1623] validation_0-mae:3993.12476 validation_1-mae:5985.36035 [1624] validation_0-mae:3992.45532 validation_1-mae:5985.27930 [1625] validation_0-mae:3991.58569 validation_1-mae:5985.60352 [1626] validation_0-mae:3990.50855 validation_1-mae:5985.55615 [1627] validation_0-mae:3989.51221 validation_1-mae:5985.87305 [1628] validation_0-mae:3988.60742 validation_1-mae:5986.30078 [1629] validation_0-mae:3988.07422 validation_1-mae:5986.22412 [1630] validation_0-mae:3987.73144 validation_1-mae:5986.35400 [1631] validation_0-mae:3987.00659 validation_1-mae:5986.51514 [1632] validation_0-mae:3986.58643 validation_1-mae:5986.37402 [1633] validation_0-mae:3985.70483 validation_1-mae:5985.97168 [1634] validation_0-mae:3984.97656 validation_1-mae:5985.97510 [1635] validation_0-mae:3984.28101 validation_1-mae:5985.63135 [1636] validation_0-mae:3983.63355 validation_1-mae:5985.74316 [1637] validation_0-mae:3983.44751 validation_1-mae:5985.75586 [1638] validation_0-mae:3983.14062 validation_1-mae:5985.73242 [1639] validation_0-mae:3982.72949 validation_1-mae:5985.64990 [1640] validation_0-mae:3982.20483 validation_1-mae:5985.57422 [1641] validation_0-mae:3981.71509 validation_1-mae:5985.80078 [1642] validation_0-mae:3981.36865 validation_1-mae:5986.07617 [1643] validation_0-mae:3980.85498 validation_1-mae:5986.45605 [1644] validation_0-mae:3980.11011 validation_1-mae:5986.63428 [1645] validation_0-mae:3979.61133 validation_1-mae:5986.37744 [1646] validation_0-mae:3978.99951 validation_1-mae:5986.45264 [1647] validation_0-mae:3978.17456 validation_1-mae:5986.56445 [1648] validation_0-mae:3976.21973 validation_1-mae:5986.48828 [1649] validation_0-mae:3974.99414 validation_1-mae:5987.15967 [1650] validation_0-mae:3973.62061 validation_1-mae:5987.54395 [1651] validation_0-mae:3971.95044 validation_1-mae:5987.45215 [1652] validation_0-mae:3970.87744 validation_1-mae:5987.53125 [1653] validation_0-mae:3970.36035 validation_1-mae:5987.95508 [1654] validation_0-mae:3969.73364 validation_1-mae:5987.65820 [1655] validation_0-mae:3969.04370 validation_1-mae:5987.88916 [1656] validation_0-mae:3968.16211 validation_1-mae:5987.50781 [1657] validation_0-mae:3967.50366 validation_1-mae:5987.02393 [1658] validation_0-mae:3966.27417 validation_1-mae:5986.92529 [1659] validation_0-mae:3965.63355 validation_1-mae:5986.51855 [1660] validation_0-mae:3964.53271 validation_1-mae:5986.18652 [1661] validation_0-mae:3964.05151 validation_1-mae:5986.39893 [1662] validation_0-mae:3962.82861 validation_1-mae:5985.92480 [1663] validation_0-mae:3961.17822 validation_1-mae:5986.79102 [1664] validation_0-mae:3960.40454 validation_1-mae:5986.82471 [1665] validation_0-mae:3959.29688 validation_1-mae:5987.14600 [1666] validation_0-mae:3958.23755 validation_1-mae:5987.17529 [1667] validation_0-mae:3957.51562 validation_1-mae:5987.04785 [1668] validation_0-mae:3955.81763 validation_1-mae:5985.75488 [1669] validation_0-mae:3955.13086 validation_1-mae:5985.95459 [1670] validation_0-mae:3953.51782 validation_1-mae:5985.56201 [1671] validation_0-mae:3953.24048 validation_1-mae:5985.55859 [1672] validation_0-mae:3952.13574 validation_1-mae:5985.61865 [1673] validation_0-mae:3951.42236 validation_1-mae:5985.86475 [1674] validation_0-mae:3950.92017 validation_1-mae:5985.57520 [1675] validation_0-mae:3950.21289 validation_1-mae:5985.56885 [1676] validation_0-mae:3949.51318 validation_1-mae:5985.65381 [1677] validation_0-mae:3948.84766 validation_1-mae:5985.98926 [1678] validation_0-mae:3948.47900 validation_1-mae:5985.96826 [1679] validation_0-mae:3947.88330 validation_1-mae:5985.88135 [1680] validation_0-mae:3947.45166 validation_1-mae:5985.90576 [1681] validation_0-mae:3946.27368 validation_1-mae:5985.69434 [1682] validation_0-mae:3945.57129 validation_1-mae:5985.30078 [1683] validation_0-mae:3944.82373 validation_1-mae:5985.36621 [1684] validation_0-mae:3944.29858 validation_1-mae:5985.79443 [1685] validation_0-mae:3943.35693 validation_1-mae:5985.67920 [1686] validation_0-mae:3942.26709 validation_1-mae:5986.15137 [1687] validation_0-mae:3941.83618 validation_1-mae:5986.16406 [1688] validation_0-mae:3940.92505 validation_1-mae:5986.79639 [1689] validation_0-mae:3940.33618 validation_1-mae:5986.80420 [1690] validation_0-mae:3939.67554 validation_1-mae:5986.84082 [1691] validation_0-mae:3939.20093 validation_1-mae:5986.90186 [1692] validation_0-mae:3938.84741 validation_1-mae:5986.81445 [1693] validation_0-mae:3937.21777 validation_1-mae:5986.44727 [1694] validation_0-mae:3936.29346 validation_1-mae:5986.07959 [1695] validation_0-mae:3935.55029 validation_1-mae:5985.93213 [1696] validation_0-mae:3935.08472 validation_1-mae:5986.00195 [1697] validation_0-mae:3934.16211 validation_1-mae:5985.63672 [1698] validation_0-mae:3933.02344 validation_1-mae:5985.94434 [1699] validation_0-mae:3932.16772 validation_1-mae:5985.88672 Dropping: szyb [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.69336 [12] validation_0-mae:10304.22168 validation_1-mae:10106.78516 [13] validation_0-mae:9819.97461 validation_1-mae:9627.18359 [14] validation_0-mae:9418.90527 validation_1-mae:9236.65039 [15] validation_0-mae:9084.41894 validation_1-mae:8909.22266 [16] validation_0-mae:8802.76660 validation_1-mae:8637.81348 [17] validation_0-mae:8567.56836 validation_1-mae:8413.38184 [18] validation_0-mae:8374.73828 validation_1-mae:8225.20410 [19] validation_0-mae:8211.97070 validation_1-mae:8072.26514 [20] validation_0-mae:8069.25439 validation_1-mae:7941.12842 [21] validation_0-mae:7944.89600 validation_1-mae:7833.20898 [22] validation_0-mae:7846.75635 validation_1-mae:7747.04932 [23] validation_0-mae:7760.49268 validation_1-mae:7677.92383 [24] validation_0-mae:7676.77881 validation_1-mae:7599.57764 [25] validation_0-mae:7604.22461 validation_1-mae:7536.25732 [26] validation_0-mae:7548.76855 validation_1-mae:7489.47314 [27] validation_0-mae:7488.48926 validation_1-mae:7435.44238 [28] validation_0-mae:7439.25342 validation_1-mae:7394.35254 [29] validation_0-mae:7397.08154 validation_1-mae:7360.17969 [30] validation_0-mae:7361.37939 validation_1-mae:7329.55078 [31] validation_0-mae:7320.82324 validation_1-mae:7293.01123 [32] validation_0-mae:7292.41406 validation_1-mae:7275.54395 [33] validation_0-mae:7264.21240 validation_1-mae:7254.91455 [34] validation_0-mae:7233.89893 validation_1-mae:7234.95557 [35] validation_0-mae:7202.42920 validation_1-mae:7210.31201 [36] validation_0-mae:7185.20361 validation_1-mae:7197.32275 [37] validation_0-mae:7167.49853 validation_1-mae:7187.30664 [38] validation_0-mae:7142.06152 validation_1-mae:7165.80811 [39] validation_0-mae:7120.69287 validation_1-mae:7148.62207 [40] validation_0-mae:7102.86865 validation_1-mae:7138.25391 [41] validation_0-mae:7086.70312 validation_1-mae:7125.85938 [42] validation_0-mae:7069.58447 validation_1-mae:7115.11670 [43] validation_0-mae:7049.53027 validation_1-mae:7101.30762 [44] validation_0-mae:7037.13135 validation_1-mae:7090.62695 [45] validation_0-mae:7011.87891 validation_1-mae:7070.18457 [46] validation_0-mae:6988.43945 validation_1-mae:7050.38477 [47] validation_0-mae:6972.56152 validation_1-mae:7042.31689 [48] validation_0-mae:6947.87549 validation_1-mae:7023.84912 [49] validation_0-mae:6933.69238 validation_1-mae:7013.79883 [50] validation_0-mae:6915.77148 validation_1-mae:7000.86963 [51] validation_0-mae:6900.55615 validation_1-mae:6988.42041 [52] validation_0-mae:6889.27148 validation_1-mae:6982.63428 [53] validation_0-mae:6875.39160 validation_1-mae:6973.02686 [54] validation_0-mae:6865.36963 validation_1-mae:6968.85010 [55] validation_0-mae:6847.73633 validation_1-mae:6953.21973 [56] validation_0-mae:6831.06250 validation_1-mae:6938.79590 [57] validation_0-mae:6822.33252 validation_1-mae:6934.66260 [58] validation_0-mae:6810.88574 validation_1-mae:6924.17236 [59] validation_0-mae:6795.66113 validation_1-mae:6910.83105 [60] validation_0-mae:6783.38623 validation_1-mae:6900.34033 [61] validation_0-mae:6770.12353 validation_1-mae:6892.12891 [62] validation_0-mae:6758.69922 validation_1-mae:6882.44727 [63] validation_0-mae:6745.79736 validation_1-mae:6871.06299 [64] validation_0-mae:6735.05664 validation_1-mae:6863.62353 [65] validation_0-mae:6720.97022 validation_1-mae:6855.54150 [66] validation_0-mae:6707.59766 validation_1-mae:6845.49805 [67] validation_0-mae:6697.44971 validation_1-mae:6837.50586 [68] validation_0-mae:6681.71289 validation_1-mae:6824.83203 [69] validation_0-mae:6674.26904 validation_1-mae:6821.75195 [70] validation_0-mae:6661.05762 validation_1-mae:6812.31689 [71] validation_0-mae:6648.99853 validation_1-mae:6802.30762 [72] validation_0-mae:6638.93262 validation_1-mae:6795.11084 [73] validation_0-mae:6625.05029 validation_1-mae:6781.70068 [74] validation_0-mae:6616.62842 validation_1-mae:6777.25830 [75] validation_0-mae:6610.62012 validation_1-mae:6772.89795 [76] validation_0-mae:6603.80420 validation_1-mae:6766.66357 [77] validation_0-mae:6596.43213 validation_1-mae:6760.93359 [78] validation_0-mae:6586.54492 validation_1-mae:6754.00439 [79] validation_0-mae:6568.51367 validation_1-mae:6740.60449 [80] validation_0-mae:6559.98779 validation_1-mae:6732.27490 [81] validation_0-mae:6554.15430 validation_1-mae:6729.24805 [82] validation_0-mae:6549.21728 validation_1-mae:6726.38281 [83] validation_0-mae:6538.87939 validation_1-mae:6717.35449 [84] validation_0-mae:6527.83887 validation_1-mae:6709.94043 [85] validation_0-mae:6517.57812 validation_1-mae:6701.97168 [86] validation_0-mae:6507.20898 validation_1-mae:6692.85791 [87] validation_0-mae:6496.59570 validation_1-mae:6683.94434 [88] validation_0-mae:6488.79590 validation_1-mae:6678.21338 [89] validation_0-mae:6481.42139 validation_1-mae:6674.02734 [90] validation_0-mae:6472.62939 validation_1-mae:6667.63428 [91] validation_0-mae:6465.73633 validation_1-mae:6661.89648 [92] validation_0-mae:6458.00098 validation_1-mae:6658.37891 [93] validation_0-mae:6449.31445 validation_1-mae:6653.36572 [94] validation_0-mae:6443.06103 validation_1-mae:6650.47900 [95] validation_0-mae:6436.89844 validation_1-mae:6646.95850 [96] validation_0-mae:6431.31201 validation_1-mae:6643.16602 [97] validation_0-mae:6421.96191 validation_1-mae:6635.02295 [98] validation_0-mae:6415.33252 validation_1-mae:6629.54639 [99] validation_0-mae:6409.21582 validation_1-mae:6627.36230 [100] validation_0-mae:6402.19092 validation_1-mae:6622.56934 [101] validation_0-mae:6395.65039 validation_1-mae:6618.29443 [102] validation_0-mae:6386.35938 validation_1-mae:6612.04834 [103] validation_0-mae:6383.38184 validation_1-mae:6610.08496 [104] validation_0-mae:6376.19629 validation_1-mae:6605.58301 [105] validation_0-mae:6371.24121 validation_1-mae:6601.32861 [106] validation_0-mae:6366.02441 validation_1-mae:6597.48438 [107] validation_0-mae:6362.04590 validation_1-mae:6594.54932 [108] validation_0-mae:6357.28027 validation_1-mae:6592.75391 [109] validation_0-mae:6351.42969 validation_1-mae:6589.93701 [110] validation_0-mae:6345.66895 validation_1-mae:6589.18213 [111] validation_0-mae:6340.23438 validation_1-mae:6586.51221 [112] validation_0-mae:6336.22803 validation_1-mae:6584.32471 [113] validation_0-mae:6331.59668 validation_1-mae:6580.56397 [114] validation_0-mae:6325.56445 validation_1-mae:6576.81738 [115] validation_0-mae:6322.28809 validation_1-mae:6576.22461 [116] validation_0-mae:6313.50391 validation_1-mae:6570.87695 [117] validation_0-mae:6307.76855 validation_1-mae:6567.26611 [118] validation_0-mae:6303.23291 validation_1-mae:6563.95654 [119] validation_0-mae:6296.76465 validation_1-mae:6560.59912 [120] validation_0-mae:6291.30762 validation_1-mae:6556.81689 [121] validation_0-mae:6286.13281 validation_1-mae:6553.61621 [122] validation_0-mae:6281.77539 validation_1-mae:6549.04248 [123] validation_0-mae:6274.07861 validation_1-mae:6543.95850 [124] validation_0-mae:6266.92090 validation_1-mae:6538.88770 [125] validation_0-mae:6262.43311 validation_1-mae:6537.14941 [126] validation_0-mae:6254.81543 validation_1-mae:6530.45703 [127] validation_0-mae:6250.10400 validation_1-mae:6526.96533 [128] validation_0-mae:6245.46973 validation_1-mae:6522.23193 [129] validation_0-mae:6236.69043 validation_1-mae:6514.74170 [130] validation_0-mae:6229.07959 validation_1-mae:6508.67822 [131] validation_0-mae:6225.77393 validation_1-mae:6506.39014 [132] validation_0-mae:6220.54688 validation_1-mae:6505.34131 [133] validation_0-mae:6216.34522 validation_1-mae:6504.60107 [134] validation_0-mae:6212.56055 validation_1-mae:6502.65869 [135] validation_0-mae:6208.60352 validation_1-mae:6501.45117 [136] validation_0-mae:6202.60742 validation_1-mae:6498.92236 [137] validation_0-mae:6198.71143 validation_1-mae:6496.25928 [138] validation_0-mae:6194.24561 validation_1-mae:6493.41309 [139] validation_0-mae:6189.79297 validation_1-mae:6489.16016 [140] validation_0-mae:6185.54590 validation_1-mae:6487.46143 [141] validation_0-mae:6180.56885 validation_1-mae:6484.57373 [142] validation_0-mae:6179.08936 validation_1-mae:6482.95850 [143] validation_0-mae:6174.93115 validation_1-mae:6481.09766 [144] validation_0-mae:6169.47070 validation_1-mae:6479.57031 [145] validation_0-mae:6164.31738 validation_1-mae:6475.77100 [146] validation_0-mae:6161.45068 validation_1-mae:6476.05518 [147] validation_0-mae:6159.30615 validation_1-mae:6474.36084 [148] validation_0-mae:6154.15967 validation_1-mae:6471.86279 [149] validation_0-mae:6144.06152 validation_1-mae:6464.34131 [150] validation_0-mae:6139.59131 validation_1-mae:6462.84326 [151] validation_0-mae:6135.37158 validation_1-mae:6461.19922 [152] validation_0-mae:6132.43066 validation_1-mae:6458.55859 [153] validation_0-mae:6128.50781 validation_1-mae:6458.46387 [154] validation_0-mae:6122.00147 validation_1-mae:6455.07910 [155] validation_0-mae:6118.35645 validation_1-mae:6452.75781 [156] validation_0-mae:6115.34131 validation_1-mae:6450.84570 [157] validation_0-mae:6113.72217 validation_1-mae:6449.91162 [158] validation_0-mae:6103.87109 validation_1-mae:6444.84424 [159] validation_0-mae:6096.77100 validation_1-mae:6441.40527 [160] validation_0-mae:6092.59277 validation_1-mae:6439.87695 [161] validation_0-mae:6088.32227 validation_1-mae:6437.85889 [162] validation_0-mae:6085.28125 validation_1-mae:6436.17969 [163] validation_0-mae:6083.08398 validation_1-mae:6434.55908 [164] validation_0-mae:6080.51758 validation_1-mae:6434.03125 [165] validation_0-mae:6076.41406 validation_1-mae:6432.90723 [166] validation_0-mae:6071.08984 validation_1-mae:6429.67627 [167] validation_0-mae:6067.81494 validation_1-mae:6428.23926 [168] validation_0-mae:6064.97168 validation_1-mae:6426.82227 [169] validation_0-mae:6062.63281 validation_1-mae:6425.73730 [170] validation_0-mae:6058.40869 validation_1-mae:6423.43359 [171] validation_0-mae:6056.02246 validation_1-mae:6422.69775 [172] validation_0-mae:6053.72656 validation_1-mae:6420.79834 [173] validation_0-mae:6050.94971 validation_1-mae:6419.33203 [174] validation_0-mae:6047.81201 validation_1-mae:6417.70410 [175] validation_0-mae:6043.89893 validation_1-mae:6416.17969 [176] validation_0-mae:6040.52588 validation_1-mae:6413.68897 [177] validation_0-mae:6036.68555 validation_1-mae:6411.61230 [178] validation_0-mae:6033.44141 validation_1-mae:6409.56055 [179] validation_0-mae:6030.85205 validation_1-mae:6408.84766 [180] validation_0-mae:6029.11475 validation_1-mae:6408.53174 [181] validation_0-mae:6027.68652 validation_1-mae:6407.34912 [182] validation_0-mae:6023.55420 validation_1-mae:6405.75049 [183] validation_0-mae:6020.11621 validation_1-mae:6404.35938 [184] validation_0-mae:6016.16455 validation_1-mae:6402.70996 [185] validation_0-mae:6014.91992 validation_1-mae:6402.28760 [186] validation_0-mae:6012.22314 validation_1-mae:6400.47119 [187] validation_0-mae:6006.79590 validation_1-mae:6396.65918 [188] validation_0-mae:6002.99365 validation_1-mae:6395.63477 [189] validation_0-mae:5997.32666 validation_1-mae:6391.49756 [190] validation_0-mae:5992.69189 validation_1-mae:6389.46924 [191] validation_0-mae:5987.79541 validation_1-mae:6386.06689 [192] validation_0-mae:5985.74805 validation_1-mae:6385.14014 [193] validation_0-mae:5983.68799 validation_1-mae:6385.00342 [194] validation_0-mae:5981.65918 validation_1-mae:6383.36377 [195] validation_0-mae:5978.53418 validation_1-mae:6381.49316 [196] validation_0-mae:5973.30615 validation_1-mae:6378.58691 [197] validation_0-mae:5967.94385 validation_1-mae:6376.05518 [198] validation_0-mae:5966.07080 validation_1-mae:6375.36719 [199] validation_0-mae:5964.54736 validation_1-mae:6374.42920 [200] validation_0-mae:5962.79346 validation_1-mae:6374.44092 [201] validation_0-mae:5960.16162 validation_1-mae:6373.59180 [202] validation_0-mae:5954.64893 validation_1-mae:6372.88330 [203] validation_0-mae:5950.48779 validation_1-mae:6370.00830 [204] validation_0-mae:5942.58643 validation_1-mae:6364.94189 [205] validation_0-mae:5939.11865 validation_1-mae:6364.31250 [206] validation_0-mae:5935.18262 validation_1-mae:6362.57178 [207] validation_0-mae:5934.07861 validation_1-mae:6362.36963 [208] validation_0-mae:5931.04883 validation_1-mae:6361.77686 [209] validation_0-mae:5927.22607 validation_1-mae:6359.00879 [210] validation_0-mae:5924.83154 validation_1-mae:6358.01270 [211] validation_0-mae:5921.30469 validation_1-mae:6357.51807 [212] validation_0-mae:5919.27441 validation_1-mae:6355.99316 [213] validation_0-mae:5917.10840 validation_1-mae:6355.37598 [214] validation_0-mae:5915.92871 validation_1-mae:6354.96289 [215] validation_0-mae:5912.02832 validation_1-mae:6352.01221 [216] validation_0-mae:5909.87402 validation_1-mae:6352.02148 [217] validation_0-mae:5908.08594 validation_1-mae:6351.16455 [218] validation_0-mae:5904.15820 validation_1-mae:6349.89307 [219] validation_0-mae:5901.56592 validation_1-mae:6349.34912 [220] validation_0-mae:5896.44482 validation_1-mae:6345.54834 [221] validation_0-mae:5892.65820 validation_1-mae:6343.76562 [222] validation_0-mae:5886.97852 validation_1-mae:6340.16211 [223] validation_0-mae:5884.46436 validation_1-mae:6339.84961 [224] validation_0-mae:5882.67236 validation_1-mae:6339.80566 [225] validation_0-mae:5881.06738 validation_1-mae:6338.83203 [226] validation_0-mae:5878.53906 validation_1-mae:6337.21240 [227] validation_0-mae:5875.73975 validation_1-mae:6336.50000 [228] validation_0-mae:5873.28516 validation_1-mae:6334.59717 [229] validation_0-mae:5867.56006 validation_1-mae:6329.75195 [230] validation_0-mae:5863.93799 validation_1-mae:6327.29883 [231] validation_0-mae:5860.91943 validation_1-mae:6326.93408 [232] validation_0-mae:5857.31982 validation_1-mae:6324.30518 [233] validation_0-mae:5856.66992 validation_1-mae:6323.83691 [234] validation_0-mae:5854.90674 validation_1-mae:6323.90283 [235] validation_0-mae:5847.26270 validation_1-mae:6318.72900 [236] validation_0-mae:5843.75732 validation_1-mae:6318.65478 [237] validation_0-mae:5840.21387 validation_1-mae:6316.60645 [238] validation_0-mae:5839.30762 validation_1-mae:6315.95410 [239] validation_0-mae:5835.39600 validation_1-mae:6313.46582 [240] validation_0-mae:5832.23975 validation_1-mae:6311.94287 [241] validation_0-mae:5828.94043 validation_1-mae:6311.01318 [242] validation_0-mae:5827.05469 validation_1-mae:6310.21094 [243] validation_0-mae:5823.93066 validation_1-mae:6308.96777 [244] validation_0-mae:5820.27197 validation_1-mae:6308.09082 [245] validation_0-mae:5819.85254 validation_1-mae:6307.85449 [246] validation_0-mae:5818.49658 validation_1-mae:6307.81836 [247] validation_0-mae:5814.10254 validation_1-mae:6305.42041 [248] validation_0-mae:5810.21826 validation_1-mae:6303.27734 [249] validation_0-mae:5807.32422 validation_1-mae:6302.73633 [250] validation_0-mae:5805.12793 validation_1-mae:6302.24853 [251] validation_0-mae:5802.25195 validation_1-mae:6300.67285 [252] validation_0-mae:5797.65088 validation_1-mae:6296.71973 [253] validation_0-mae:5794.44336 validation_1-mae:6296.15918 [254] validation_0-mae:5792.52344 validation_1-mae:6296.52734 [255] validation_0-mae:5789.09717 validation_1-mae:6294.98340 [256] validation_0-mae:5787.72022 validation_1-mae:6294.71680 [257] validation_0-mae:5783.68799 validation_1-mae:6291.56543 [258] validation_0-mae:5778.59131 validation_1-mae:6289.96387 [259] validation_0-mae:5776.28809 validation_1-mae:6288.55420 [260] validation_0-mae:5774.11426 validation_1-mae:6288.26074 [261] validation_0-mae:5772.76904 validation_1-mae:6288.01611 [262] validation_0-mae:5770.05273 validation_1-mae:6287.38965 [263] validation_0-mae:5768.80566 validation_1-mae:6287.03418 [264] validation_0-mae:5766.01123 validation_1-mae:6285.67627 [265] validation_0-mae:5764.16650 validation_1-mae:6284.65234 [266] validation_0-mae:5761.36377 validation_1-mae:6283.77344 [267] validation_0-mae:5760.03320 validation_1-mae:6284.18799 [268] validation_0-mae:5758.17480 validation_1-mae:6284.48535 [269] validation_0-mae:5755.74902 validation_1-mae:6282.47607 [270] validation_0-mae:5753.29590 validation_1-mae:6281.62793 [271] validation_0-mae:5750.58740 validation_1-mae:6280.93701 [272] validation_0-mae:5749.07617 validation_1-mae:6280.66309 [273] validation_0-mae:5747.89111 validation_1-mae:6280.46728 [274] validation_0-mae:5743.14746 validation_1-mae:6278.75586 [275] validation_0-mae:5740.19775 validation_1-mae:6278.40332 [276] validation_0-mae:5737.87305 validation_1-mae:6277.05176 [277] validation_0-mae:5732.71533 validation_1-mae:6273.35059 [278] validation_0-mae:5727.50147 validation_1-mae:6271.15234 [279] validation_0-mae:5723.66895 validation_1-mae:6268.64258 [280] validation_0-mae:5717.07080 validation_1-mae:6265.84668 [281] validation_0-mae:5713.82227 validation_1-mae:6264.62793 [282] validation_0-mae:5712.02734 validation_1-mae:6263.92920 [283] validation_0-mae:5709.94482 validation_1-mae:6262.83105 [284] validation_0-mae:5707.79150 validation_1-mae:6261.49512 [285] validation_0-mae:5706.96436 validation_1-mae:6261.06006 [286] validation_0-mae:5706.33887 validation_1-mae:6260.81299 [287] validation_0-mae:5704.68213 validation_1-mae:6260.12305 [288] validation_0-mae:5702.30469 validation_1-mae:6259.48047 [289] validation_0-mae:5701.20898 validation_1-mae:6258.82227 [290] validation_0-mae:5698.85645 validation_1-mae:6258.70508 [291] validation_0-mae:5693.80225 validation_1-mae:6258.02930 [292] validation_0-mae:5690.75635 validation_1-mae:6257.08691 [293] validation_0-mae:5686.75684 validation_1-mae:6256.34131 [294] validation_0-mae:5684.74121 validation_1-mae:6255.48047 [295] validation_0-mae:5682.86523 validation_1-mae:6254.75830 [296] validation_0-mae:5679.35254 validation_1-mae:6252.57031 [297] validation_0-mae:5679.05664 validation_1-mae:6252.54980 [298] validation_0-mae:5677.35107 validation_1-mae:6251.68262 [299] validation_0-mae:5674.74805 validation_1-mae:6250.96191 [300] validation_0-mae:5671.66309 validation_1-mae:6250.14355 [301] validation_0-mae:5666.56787 validation_1-mae:6248.41064 [302] validation_0-mae:5663.87207 validation_1-mae:6247.08740 [303] validation_0-mae:5658.47900 validation_1-mae:6245.20947 [304] validation_0-mae:5655.39453 validation_1-mae:6243.80859 [305] validation_0-mae:5653.26367 validation_1-mae:6243.60059 [306] validation_0-mae:5651.11328 validation_1-mae:6242.18066 [307] validation_0-mae:5645.22949 validation_1-mae:6240.06543 [308] validation_0-mae:5640.43115 validation_1-mae:6237.72607 [309] validation_0-mae:5637.51855 validation_1-mae:6236.11523 [310] validation_0-mae:5635.65283 validation_1-mae:6234.89258 [311] validation_0-mae:5635.27978 validation_1-mae:6234.73975 [312] validation_0-mae:5634.01953 validation_1-mae:6234.59326 [313] validation_0-mae:5632.57959 validation_1-mae:6234.27100 [314] validation_0-mae:5631.13086 validation_1-mae:6233.66797 [315] validation_0-mae:5628.30811 validation_1-mae:6233.13525 [316] validation_0-mae:5626.70508 validation_1-mae:6232.83008 [317] validation_0-mae:5623.21777 validation_1-mae:6231.65186 [318] validation_0-mae:5621.31250 validation_1-mae:6231.73145 [319] validation_0-mae:5619.67676 validation_1-mae:6231.12109 [320] validation_0-mae:5617.94629 validation_1-mae:6230.48486 [321] validation_0-mae:5615.29541 validation_1-mae:6229.74463 [322] validation_0-mae:5609.20215 validation_1-mae:6226.04541 [323] validation_0-mae:5606.76562 validation_1-mae:6224.45703 [324] validation_0-mae:5604.06982 validation_1-mae:6222.24414 [325] validation_0-mae:5601.86182 validation_1-mae:6221.25342 [326] validation_0-mae:5601.37207 validation_1-mae:6221.33203 [327] validation_0-mae:5597.88037 validation_1-mae:6221.24658 [328] validation_0-mae:5596.46387 validation_1-mae:6220.94238 [329] validation_0-mae:5594.60449 validation_1-mae:6220.96240 [330] validation_0-mae:5591.77734 validation_1-mae:6220.31152 [331] validation_0-mae:5587.29639 validation_1-mae:6219.55518 [332] validation_0-mae:5584.09180 validation_1-mae:6217.16309 [333] validation_0-mae:5579.84326 validation_1-mae:6215.25488 [334] validation_0-mae:5575.15869 validation_1-mae:6212.16309 [335] validation_0-mae:5572.39160 validation_1-mae:6212.66602 [336] validation_0-mae:5570.44629 validation_1-mae:6211.60742 [337] validation_0-mae:5568.08398 validation_1-mae:6210.76318 [338] validation_0-mae:5566.83643 validation_1-mae:6210.57959 [339] validation_0-mae:5565.99561 validation_1-mae:6210.14111 [340] validation_0-mae:5565.16211 validation_1-mae:6210.23730 [341] validation_0-mae:5563.41211 validation_1-mae:6209.73096 [342] validation_0-mae:5561.76074 validation_1-mae:6209.32080 [343] validation_0-mae:5560.65674 validation_1-mae:6208.97510 [344] validation_0-mae:5559.44092 validation_1-mae:6207.89746 [345] validation_0-mae:5556.06982 validation_1-mae:6206.37891 [346] validation_0-mae:5555.50342 validation_1-mae:6206.43164 [347] validation_0-mae:5555.00732 validation_1-mae:6206.28857 [348] validation_0-mae:5549.86328 validation_1-mae:6205.32275 [349] validation_0-mae:5546.71045 validation_1-mae:6203.18701 [350] validation_0-mae:5544.80078 validation_1-mae:6203.73193 [351] validation_0-mae:5542.10400 validation_1-mae:6202.68359 [352] validation_0-mae:5540.61523 validation_1-mae:6202.17480 [353] validation_0-mae:5537.52100 validation_1-mae:6200.17480 [354] validation_0-mae:5536.28027 validation_1-mae:6200.44092 [355] validation_0-mae:5533.28955 validation_1-mae:6199.30322 [356] validation_0-mae:5531.40772 validation_1-mae:6199.28711 [357] validation_0-mae:5529.26318 validation_1-mae:6199.73779 [358] validation_0-mae:5526.68311 validation_1-mae:6199.44482 [359] validation_0-mae:5524.26221 validation_1-mae:6197.98828 [360] validation_0-mae:5523.02930 validation_1-mae:6197.66211 [361] validation_0-mae:5520.69434 validation_1-mae:6196.90772 [362] validation_0-mae:5518.61377 validation_1-mae:6195.22022 [363] validation_0-mae:5516.63232 validation_1-mae:6194.28027 [364] validation_0-mae:5515.22559 validation_1-mae:6193.88135 [365] validation_0-mae:5513.85400 validation_1-mae:6193.60889 [366] validation_0-mae:5513.48096 validation_1-mae:6193.30322 [367] validation_0-mae:5511.84814 validation_1-mae:6192.25147 [368] validation_0-mae:5508.30908 validation_1-mae:6190.50586 [369] validation_0-mae:5506.71094 validation_1-mae:6189.98682 [370] validation_0-mae:5503.26855 validation_1-mae:6188.98633 [371] validation_0-mae:5500.23047 validation_1-mae:6187.17090 [372] validation_0-mae:5499.02197 validation_1-mae:6186.91553 [373] validation_0-mae:5496.63037 validation_1-mae:6185.66992 [374] validation_0-mae:5495.41699 validation_1-mae:6185.61719 [375] validation_0-mae:5493.00049 validation_1-mae:6184.90967 [376] validation_0-mae:5489.29443 validation_1-mae:6182.09717 [377] validation_0-mae:5487.79541 validation_1-mae:6181.76416 [378] validation_0-mae:5485.19092 validation_1-mae:6180.94531 [379] validation_0-mae:5482.79834 validation_1-mae:6179.61133 [380] validation_0-mae:5480.88477 validation_1-mae:6179.56055 [381] validation_0-mae:5479.17578 validation_1-mae:6179.92041 [382] validation_0-mae:5477.18164 validation_1-mae:6180.57227 [383] validation_0-mae:5475.00147 validation_1-mae:6179.19824 [384] validation_0-mae:5472.67676 validation_1-mae:6179.43311 [385] validation_0-mae:5470.83301 validation_1-mae:6179.10986 [386] validation_0-mae:5468.37939 validation_1-mae:6178.21191 [387] validation_0-mae:5467.72803 validation_1-mae:6177.86426 [388] validation_0-mae:5465.42139 validation_1-mae:6176.22705 [389] validation_0-mae:5463.35449 validation_1-mae:6176.41113 [390] validation_0-mae:5460.75684 validation_1-mae:6175.35645 [391] validation_0-mae:5458.63428 validation_1-mae:6173.88330 [392] validation_0-mae:5456.00879 validation_1-mae:6173.02148 [393] validation_0-mae:5452.61963 validation_1-mae:6172.94238 [394] validation_0-mae:5451.40088 validation_1-mae:6172.36182 [395] validation_0-mae:5448.25684 validation_1-mae:6171.39404 [396] validation_0-mae:5443.01318 validation_1-mae:6168.17383 [397] validation_0-mae:5440.39844 validation_1-mae:6166.79883 [398] validation_0-mae:5439.72510 validation_1-mae:6166.47022 [399] validation_0-mae:5438.70752 validation_1-mae:6166.34766 [400] validation_0-mae:5437.23145 validation_1-mae:6166.05859 [401] validation_0-mae:5435.89160 validation_1-mae:6165.74512 [402] validation_0-mae:5434.58545 validation_1-mae:6166.27832 [403] validation_0-mae:5433.48682 validation_1-mae:6165.38037 [404] validation_0-mae:5431.61328 validation_1-mae:6165.07812 [405] validation_0-mae:5430.40186 validation_1-mae:6164.86914 [406] validation_0-mae:5428.77148 validation_1-mae:6164.95166 [407] validation_0-mae:5428.41846 validation_1-mae:6165.06103 [408] validation_0-mae:5424.25977 validation_1-mae:6163.76221 [409] validation_0-mae:5422.62793 validation_1-mae:6163.50879 [410] validation_0-mae:5421.00244 validation_1-mae:6162.55908 [411] validation_0-mae:5419.96924 validation_1-mae:6161.81836 [412] validation_0-mae:5417.80176 validation_1-mae:6160.96631 [413] validation_0-mae:5416.81836 validation_1-mae:6161.50342 [414] validation_0-mae:5414.47656 validation_1-mae:6160.92383 [415] validation_0-mae:5412.15967 validation_1-mae:6160.47559 [416] validation_0-mae:5409.23242 validation_1-mae:6159.95996 [417] validation_0-mae:5406.50439 validation_1-mae:6159.13574 [418] validation_0-mae:5405.19678 validation_1-mae:6158.49023 [419] validation_0-mae:5404.53857 validation_1-mae:6158.62012 [420] validation_0-mae:5402.05615 validation_1-mae:6158.15625 [421] validation_0-mae:5400.56494 validation_1-mae:6157.59863 [422] validation_0-mae:5397.74463 validation_1-mae:6156.46680 [423] validation_0-mae:5396.17285 validation_1-mae:6156.42334 [424] validation_0-mae:5394.60693 validation_1-mae:6156.06934 [425] validation_0-mae:5392.91211 validation_1-mae:6155.82910 [426] validation_0-mae:5391.39209 validation_1-mae:6155.55957 [427] validation_0-mae:5391.10547 validation_1-mae:6155.52637 [428] validation_0-mae:5389.75537 validation_1-mae:6155.56152 [429] validation_0-mae:5388.87891 validation_1-mae:6155.48828 [430] validation_0-mae:5384.52832 validation_1-mae:6154.34961 [431] validation_0-mae:5382.90820 validation_1-mae:6154.02637 [432] validation_0-mae:5381.80176 validation_1-mae:6153.76514 [433] validation_0-mae:5379.72803 validation_1-mae:6153.00537 [434] validation_0-mae:5379.00684 validation_1-mae:6152.79004 [435] validation_0-mae:5377.06006 validation_1-mae:6152.78564 [436] validation_0-mae:5374.86035 validation_1-mae:6152.21826 [437] validation_0-mae:5373.26172 validation_1-mae:6151.44434 [438] validation_0-mae:5372.30127 validation_1-mae:6151.06836 [439] validation_0-mae:5370.70947 validation_1-mae:6150.33545 [440] validation_0-mae:5367.12061 validation_1-mae:6149.85449 [441] validation_0-mae:5363.19092 validation_1-mae:6148.27978 [442] validation_0-mae:5361.60498 validation_1-mae:6147.66602 [443] validation_0-mae:5358.09180 validation_1-mae:6145.63525 [444] validation_0-mae:5355.55566 validation_1-mae:6145.46289 [445] validation_0-mae:5354.37012 validation_1-mae:6145.06982 [446] validation_0-mae:5351.82520 validation_1-mae:6144.56250 [447] validation_0-mae:5350.02539 validation_1-mae:6144.37939 [448] validation_0-mae:5348.69238 validation_1-mae:6144.01562 [449] validation_0-mae:5346.98047 validation_1-mae:6142.92139 [450] validation_0-mae:5345.62744 validation_1-mae:6142.55811 [451] validation_0-mae:5343.70557 validation_1-mae:6142.24316 [452] validation_0-mae:5342.33057 validation_1-mae:6142.53027 [453] validation_0-mae:5342.02783 validation_1-mae:6142.84277 [454] validation_0-mae:5340.40332 validation_1-mae:6142.30664 [455] validation_0-mae:5339.17969 validation_1-mae:6141.85010 [456] validation_0-mae:5336.71484 validation_1-mae:6141.46289 [457] validation_0-mae:5332.49707 validation_1-mae:6138.08008 [458] validation_0-mae:5331.80859 validation_1-mae:6137.76953 [459] validation_0-mae:5329.92383 validation_1-mae:6137.58301 [460] validation_0-mae:5329.05176 validation_1-mae:6138.60352 [461] validation_0-mae:5327.93066 validation_1-mae:6138.22510 [462] validation_0-mae:5326.18066 validation_1-mae:6137.29932 [463] validation_0-mae:5325.09766 validation_1-mae:6137.15332 [464] validation_0-mae:5324.50586 validation_1-mae:6137.20898 [465] validation_0-mae:5322.31787 validation_1-mae:6137.50684 [466] validation_0-mae:5319.59375 validation_1-mae:6136.70264 [467] validation_0-mae:5317.94092 validation_1-mae:6136.30518 [468] validation_0-mae:5316.31885 validation_1-mae:6136.43848 [469] validation_0-mae:5314.49316 validation_1-mae:6135.48047 [470] validation_0-mae:5312.81738 validation_1-mae:6135.53174 [471] validation_0-mae:5311.50195 validation_1-mae:6135.81689 [472] validation_0-mae:5308.47900 validation_1-mae:6134.42041 [473] validation_0-mae:5305.86768 validation_1-mae:6134.02148 [474] validation_0-mae:5303.70117 validation_1-mae:6132.79443 [475] validation_0-mae:5302.77295 validation_1-mae:6132.60010 [476] validation_0-mae:5301.07812 validation_1-mae:6131.46045 [477] validation_0-mae:5297.74658 validation_1-mae:6130.49023 [478] validation_0-mae:5297.47070 validation_1-mae:6130.57568 [479] validation_0-mae:5296.58447 validation_1-mae:6130.36914 [480] validation_0-mae:5295.09326 validation_1-mae:6130.04736 [481] validation_0-mae:5291.89600 validation_1-mae:6129.22705 [482] validation_0-mae:5290.94482 validation_1-mae:6129.04395 [483] validation_0-mae:5288.73682 validation_1-mae:6128.59570 [484] validation_0-mae:5286.26562 validation_1-mae:6128.04248 [485] validation_0-mae:5284.66162 validation_1-mae:6128.48926 [486] validation_0-mae:5282.74902 validation_1-mae:6127.68506 [487] validation_0-mae:5281.80664 validation_1-mae:6127.57324 [488] validation_0-mae:5278.75879 validation_1-mae:6126.29297 [489] validation_0-mae:5277.11377 validation_1-mae:6126.87891 [490] validation_0-mae:5275.81397 validation_1-mae:6126.85742 [491] validation_0-mae:5274.02441 validation_1-mae:6126.38770 [492] validation_0-mae:5272.93701 validation_1-mae:6126.48682 [493] validation_0-mae:5268.39795 validation_1-mae:6125.14502 [494] validation_0-mae:5266.07568 validation_1-mae:6124.12695 [495] validation_0-mae:5262.31592 validation_1-mae:6121.12402 [496] validation_0-mae:5259.97070 validation_1-mae:6120.57520 [497] validation_0-mae:5257.58887 validation_1-mae:6119.57666 [498] validation_0-mae:5254.59717 validation_1-mae:6117.50635 [499] validation_0-mae:5251.45605 validation_1-mae:6118.25732 [500] validation_0-mae:5249.19727 validation_1-mae:6117.24805 [501] validation_0-mae:5247.49902 validation_1-mae:6116.20215 [502] validation_0-mae:5246.30713 validation_1-mae:6115.86768 [503] validation_0-mae:5243.72412 validation_1-mae:6116.16650 [504] validation_0-mae:5241.58203 validation_1-mae:6115.72803 [505] validation_0-mae:5239.76953 validation_1-mae:6114.97168 [506] validation_0-mae:5237.65527 validation_1-mae:6114.70801 [507] validation_0-mae:5235.81934 validation_1-mae:6114.00098 [508] validation_0-mae:5232.92480 validation_1-mae:6114.28174 [509] validation_0-mae:5230.20996 validation_1-mae:6113.56152 [510] validation_0-mae:5228.65039 validation_1-mae:6114.51709 [511] validation_0-mae:5227.58350 validation_1-mae:6114.94824 [512] validation_0-mae:5225.50781 validation_1-mae:6113.68262 [513] validation_0-mae:5223.96924 validation_1-mae:6113.71143 [514] validation_0-mae:5223.86230 validation_1-mae:6113.79102 [515] validation_0-mae:5221.31006 validation_1-mae:6113.90527 [516] validation_0-mae:5220.55811 validation_1-mae:6113.77002 [517] validation_0-mae:5219.21826 validation_1-mae:6113.07422 [518] validation_0-mae:5217.80518 validation_1-mae:6112.55615 [519] validation_0-mae:5216.10645 validation_1-mae:6112.05762 [520] validation_0-mae:5214.81738 validation_1-mae:6112.82715 [521] validation_0-mae:5211.34570 validation_1-mae:6111.49365 [522] validation_0-mae:5210.81494 validation_1-mae:6111.30957 [523] validation_0-mae:5209.75439 validation_1-mae:6110.89502 [524] validation_0-mae:5206.74170 validation_1-mae:6109.09424 [525] validation_0-mae:5203.31152 validation_1-mae:6108.95898 [526] validation_0-mae:5200.80566 validation_1-mae:6108.15625 [527] validation_0-mae:5197.86279 validation_1-mae:6108.22119 [528] validation_0-mae:5195.04834 validation_1-mae:6107.00684 [529] validation_0-mae:5192.54102 validation_1-mae:6107.91260 [530] validation_0-mae:5191.06885 validation_1-mae:6107.86768 [531] validation_0-mae:5189.19238 validation_1-mae:6107.99121 [532] validation_0-mae:5187.91699 validation_1-mae:6107.15234 [533] validation_0-mae:5186.77832 validation_1-mae:6106.90381 [534] validation_0-mae:5185.42920 validation_1-mae:6106.76758 [535] validation_0-mae:5184.13672 validation_1-mae:6106.78369 [536] validation_0-mae:5181.64404 validation_1-mae:6106.76074 [537] validation_0-mae:5179.23340 validation_1-mae:6106.51514 [538] validation_0-mae:5177.32568 validation_1-mae:6105.80176 [539] validation_0-mae:5174.58057 validation_1-mae:6104.92969 [540] validation_0-mae:5172.83789 validation_1-mae:6104.69971 [541] validation_0-mae:5171.32568 validation_1-mae:6104.15186 [542] validation_0-mae:5168.36572 validation_1-mae:6103.17822 [543] validation_0-mae:5166.32129 validation_1-mae:6101.74365 [544] validation_0-mae:5165.13330 validation_1-mae:6100.78272 [545] validation_0-mae:5164.43506 validation_1-mae:6100.26416 [546] validation_0-mae:5164.11572 validation_1-mae:6100.25244 [547] validation_0-mae:5161.08740 validation_1-mae:6098.59277 [548] validation_0-mae:5159.10645 validation_1-mae:6097.98340 [549] validation_0-mae:5157.11523 validation_1-mae:6097.01270 [550] validation_0-mae:5153.72559 validation_1-mae:6096.04395 [551] validation_0-mae:5152.23682 validation_1-mae:6096.20020 [552] validation_0-mae:5151.25488 validation_1-mae:6095.63721 [553] validation_0-mae:5149.62451 validation_1-mae:6095.42578 [554] validation_0-mae:5148.24756 validation_1-mae:6095.06103 [555] validation_0-mae:5146.45508 validation_1-mae:6093.69238 [556] validation_0-mae:5144.90576 validation_1-mae:6092.91406 [557] validation_0-mae:5143.40039 validation_1-mae:6092.71191 [558] validation_0-mae:5141.88428 validation_1-mae:6091.87451 [559] validation_0-mae:5141.65869 validation_1-mae:6091.84814 [560] validation_0-mae:5140.04248 validation_1-mae:6092.46338 [561] validation_0-mae:5138.94043 validation_1-mae:6092.34082 [562] validation_0-mae:5137.04736 validation_1-mae:6092.83838 [563] validation_0-mae:5134.33447 validation_1-mae:6092.15625 [564] validation_0-mae:5131.41455 validation_1-mae:6090.99658 [565] validation_0-mae:5127.45215 validation_1-mae:6091.21338 [566] validation_0-mae:5125.55225 validation_1-mae:6090.42383 [567] validation_0-mae:5124.99756 validation_1-mae:6090.30762 [568] validation_0-mae:5123.76123 validation_1-mae:6090.01904 [569] validation_0-mae:5122.79248 validation_1-mae:6089.75684 [570] validation_0-mae:5121.88477 validation_1-mae:6089.98096 [571] validation_0-mae:5120.38135 validation_1-mae:6089.39648 [572] validation_0-mae:5117.29736 validation_1-mae:6087.73584 [573] validation_0-mae:5115.82666 validation_1-mae:6087.58643 [574] validation_0-mae:5113.69385 validation_1-mae:6086.78613 [575] validation_0-mae:5111.63818 validation_1-mae:6086.13721 [576] validation_0-mae:5110.68799 validation_1-mae:6086.05420 [577] validation_0-mae:5108.93018 validation_1-mae:6086.25732 [578] validation_0-mae:5107.07568 validation_1-mae:6085.44141 [579] validation_0-mae:5105.35107 validation_1-mae:6084.69629 [580] validation_0-mae:5104.29346 validation_1-mae:6084.74268 [581] validation_0-mae:5103.33252 validation_1-mae:6084.32422 [582] validation_0-mae:5102.09570 validation_1-mae:6084.46533 [583] validation_0-mae:5099.14551 validation_1-mae:6083.67920 [584] validation_0-mae:5097.55273 validation_1-mae:6083.77832 [585] validation_0-mae:5096.43848 validation_1-mae:6083.52588 [586] validation_0-mae:5095.42969 validation_1-mae:6083.46387 [587] validation_0-mae:5094.24170 validation_1-mae:6083.25684 [588] validation_0-mae:5092.75537 validation_1-mae:6083.08154 [589] validation_0-mae:5090.35791 validation_1-mae:6081.43701 [590] validation_0-mae:5088.69922 validation_1-mae:6081.06543 [591] validation_0-mae:5087.70459 validation_1-mae:6081.38965 [592] validation_0-mae:5087.19971 validation_1-mae:6081.36475 [593] validation_0-mae:5084.11670 validation_1-mae:6080.91211 [594] validation_0-mae:5082.32812 validation_1-mae:6080.66162 [595] validation_0-mae:5080.26367 validation_1-mae:6081.08105 [596] validation_0-mae:5079.62744 validation_1-mae:6080.82422 [597] validation_0-mae:5078.32373 validation_1-mae:6080.65039 [598] validation_0-mae:5077.31397 validation_1-mae:6080.34668 [599] validation_0-mae:5074.54736 validation_1-mae:6079.64502 [600] validation_0-mae:5072.43311 validation_1-mae:6078.95117 [601] validation_0-mae:5072.08203 validation_1-mae:6079.02197 [602] validation_0-mae:5070.62549 validation_1-mae:6078.50342 [603] validation_0-mae:5069.60840 validation_1-mae:6078.24414 [604] validation_0-mae:5067.82275 validation_1-mae:6078.09961 [605] validation_0-mae:5065.67529 validation_1-mae:6076.92920 [606] validation_0-mae:5064.00244 validation_1-mae:6077.07666 [607] validation_0-mae:5062.84863 validation_1-mae:6077.65039 [608] validation_0-mae:5062.39307 validation_1-mae:6077.77100 [609] validation_0-mae:5062.19482 validation_1-mae:6077.58545 [610] validation_0-mae:5060.90967 validation_1-mae:6077.58545 [611] validation_0-mae:5059.90137 validation_1-mae:6077.43457 [612] validation_0-mae:5057.32373 validation_1-mae:6077.88770 [613] validation_0-mae:5055.22803 validation_1-mae:6077.72266 [614] validation_0-mae:5055.08936 validation_1-mae:6077.76660 [615] validation_0-mae:5054.37305 validation_1-mae:6077.51660 [616] validation_0-mae:5052.94678 validation_1-mae:6077.09277 [617] validation_0-mae:5052.24609 validation_1-mae:6076.79443 [618] validation_0-mae:5049.85742 validation_1-mae:6076.03809 [619] validation_0-mae:5049.33594 validation_1-mae:6075.90918 [620] validation_0-mae:5048.44238 validation_1-mae:6075.67627 [621] validation_0-mae:5046.92432 validation_1-mae:6075.14990 [622] validation_0-mae:5045.90478 validation_1-mae:6075.64746 [623] validation_0-mae:5043.93066 validation_1-mae:6074.51758 [624] validation_0-mae:5043.04297 validation_1-mae:6074.20947 [625] validation_0-mae:5041.39160 validation_1-mae:6073.52051 [626] validation_0-mae:5039.65234 validation_1-mae:6073.40283 [627] validation_0-mae:5038.77295 validation_1-mae:6073.18945 [628] validation_0-mae:5037.32080 validation_1-mae:6073.28076 [629] validation_0-mae:5036.98828 validation_1-mae:6073.25488 [630] validation_0-mae:5036.01367 validation_1-mae:6072.87061 [631] validation_0-mae:5034.16406 validation_1-mae:6072.25000 [632] validation_0-mae:5032.47461 validation_1-mae:6072.15283 [633] validation_0-mae:5031.68994 validation_1-mae:6072.39893 [634] validation_0-mae:5030.04688 validation_1-mae:6071.87842 [635] validation_0-mae:5028.71533 validation_1-mae:6071.27051 [636] validation_0-mae:5027.56103 validation_1-mae:6070.83545 [637] validation_0-mae:5026.75732 validation_1-mae:6070.93359 [638] validation_0-mae:5025.31299 validation_1-mae:6071.40332 [639] validation_0-mae:5023.90576 validation_1-mae:6071.14746 [640] validation_0-mae:5021.62744 validation_1-mae:6069.90186 [641] validation_0-mae:5020.21143 validation_1-mae:6068.99463 [642] validation_0-mae:5018.89307 validation_1-mae:6068.10400 [643] validation_0-mae:5018.31103 validation_1-mae:6068.18945 [644] validation_0-mae:5017.05469 validation_1-mae:6068.31397 [645] validation_0-mae:5016.28613 validation_1-mae:6068.48584 [646] validation_0-mae:5015.56787 validation_1-mae:6068.06836 [647] validation_0-mae:5013.90332 validation_1-mae:6067.93994 [648] validation_0-mae:5012.75781 validation_1-mae:6066.85596 [649] validation_0-mae:5011.92432 validation_1-mae:6067.00000 [650] validation_0-mae:5010.50195 validation_1-mae:6067.93066 [651] validation_0-mae:5009.25879 validation_1-mae:6068.09180 [652] validation_0-mae:5006.67432 validation_1-mae:6068.16113 [653] validation_0-mae:5005.38037 validation_1-mae:6068.02393 [654] validation_0-mae:5004.83301 validation_1-mae:6067.83496 [655] validation_0-mae:5004.70361 validation_1-mae:6067.84570 [656] validation_0-mae:5003.63037 validation_1-mae:6068.11230 [657] validation_0-mae:5002.23340 validation_1-mae:6067.57520 [658] validation_0-mae:5001.39648 validation_1-mae:6067.36084 [659] validation_0-mae:5000.18506 validation_1-mae:6066.59717 [660] validation_0-mae:4999.47705 validation_1-mae:6066.79492 [661] validation_0-mae:4996.88574 validation_1-mae:6067.07910 [662] validation_0-mae:4994.52246 validation_1-mae:6066.27539 [663] validation_0-mae:4992.93945 validation_1-mae:6065.65625 [664] validation_0-mae:4991.10693 validation_1-mae:6065.17383 [665] validation_0-mae:4988.38965 validation_1-mae:6065.54688 [666] validation_0-mae:4987.08496 validation_1-mae:6065.32666 [667] validation_0-mae:4984.93506 validation_1-mae:6064.76465 [668] validation_0-mae:4983.81738 validation_1-mae:6064.68457 [669] validation_0-mae:4982.72363 validation_1-mae:6064.34082 [670] validation_0-mae:4981.59277 validation_1-mae:6064.22314 [671] validation_0-mae:4980.18652 validation_1-mae:6063.32031 [672] validation_0-mae:4978.69141 validation_1-mae:6062.66113 [673] validation_0-mae:4977.43506 validation_1-mae:6062.20068 [674] validation_0-mae:4976.09668 validation_1-mae:6063.08203 [675] validation_0-mae:4975.77588 validation_1-mae:6063.14062 [676] validation_0-mae:4975.32129 validation_1-mae:6062.94873 [677] validation_0-mae:4973.40088 validation_1-mae:6063.85254 [678] validation_0-mae:4972.43018 validation_1-mae:6063.25439 [679] validation_0-mae:4971.55273 validation_1-mae:6063.57568 [680] validation_0-mae:4968.64697 validation_1-mae:6062.90088 [681] validation_0-mae:4966.66406 validation_1-mae:6062.10010 [682] validation_0-mae:4965.53223 validation_1-mae:6062.24756 [683] validation_0-mae:4963.17969 validation_1-mae:6061.48926 [684] validation_0-mae:4962.06445 validation_1-mae:6061.78760 [685] validation_0-mae:4961.15283 validation_1-mae:6061.32422 [686] validation_0-mae:4960.30176 validation_1-mae:6061.69727 [687] validation_0-mae:4958.39014 validation_1-mae:6061.45215 [688] validation_0-mae:4957.11084 validation_1-mae:6061.62842 [689] validation_0-mae:4955.19092 validation_1-mae:6062.10498 [690] validation_0-mae:4953.66016 validation_1-mae:6061.64600 [691] validation_0-mae:4952.52295 validation_1-mae:6061.55811 [692] validation_0-mae:4951.22266 validation_1-mae:6060.89697 [693] validation_0-mae:4949.94580 validation_1-mae:6060.45703 [694] validation_0-mae:4949.09082 validation_1-mae:6060.49902 [695] validation_0-mae:4945.40039 validation_1-mae:6059.07080 [696] validation_0-mae:4943.62988 validation_1-mae:6058.39453 [697] validation_0-mae:4942.46338 validation_1-mae:6058.15332 [698] validation_0-mae:4942.06641 validation_1-mae:6058.12109 [699] validation_0-mae:4940.37353 validation_1-mae:6057.77148 [700] validation_0-mae:4938.31299 validation_1-mae:6057.31738 [701] validation_0-mae:4936.11084 validation_1-mae:6058.06055 [702] validation_0-mae:4935.19727 validation_1-mae:6058.31982 [703] validation_0-mae:4935.07324 validation_1-mae:6058.29395 [704] validation_0-mae:4934.48340 validation_1-mae:6057.83838 [705] validation_0-mae:4932.89307 validation_1-mae:6057.20166 [706] validation_0-mae:4931.09424 validation_1-mae:6056.36914 [707] validation_0-mae:4930.76709 validation_1-mae:6056.72363 [708] validation_0-mae:4928.51660 validation_1-mae:6056.05713 [709] validation_0-mae:4926.73779 validation_1-mae:6055.49414 [710] validation_0-mae:4925.37207 validation_1-mae:6055.40088 [711] validation_0-mae:4924.22852 validation_1-mae:6055.62598 [712] validation_0-mae:4924.04688 validation_1-mae:6055.38525 [713] validation_0-mae:4919.19971 validation_1-mae:6054.01855 [714] validation_0-mae:4916.25244 validation_1-mae:6053.01562 [715] validation_0-mae:4914.00147 validation_1-mae:6052.89160 [716] validation_0-mae:4912.21973 validation_1-mae:6052.77100 [717] validation_0-mae:4910.55566 validation_1-mae:6052.31934 [718] validation_0-mae:4907.43018 validation_1-mae:6052.05518 [719] validation_0-mae:4904.72510 validation_1-mae:6052.98877 [720] validation_0-mae:4902.85986 validation_1-mae:6052.60107 [721] validation_0-mae:4900.89355 validation_1-mae:6052.92725 [722] validation_0-mae:4896.58789 validation_1-mae:6050.92432 [723] validation_0-mae:4892.94434 validation_1-mae:6050.57129 [724] validation_0-mae:4890.92236 validation_1-mae:6050.33936 [725] validation_0-mae:4889.65137 validation_1-mae:6049.90234 [726] validation_0-mae:4888.46289 validation_1-mae:6049.52100 [727] validation_0-mae:4886.87305 validation_1-mae:6049.34619 [728] validation_0-mae:4883.83984 validation_1-mae:6048.59619 [729] validation_0-mae:4882.30762 validation_1-mae:6048.18115 [730] validation_0-mae:4880.98975 validation_1-mae:6048.02197 [731] validation_0-mae:4879.63965 validation_1-mae:6047.71875 [732] validation_0-mae:4878.03320 validation_1-mae:6047.88965 [733] validation_0-mae:4876.53564 validation_1-mae:6047.46289 [734] validation_0-mae:4875.35010 validation_1-mae:6047.25830 [735] validation_0-mae:4874.51221 validation_1-mae:6046.55908 [736] validation_0-mae:4873.47022 validation_1-mae:6046.50732 [737] validation_0-mae:4872.60693 validation_1-mae:6046.30029 [738] validation_0-mae:4870.80469 validation_1-mae:6046.66113 [739] validation_0-mae:4870.09131 validation_1-mae:6046.59717 [740] validation_0-mae:4868.36963 validation_1-mae:6046.92773 [741] validation_0-mae:4866.79980 validation_1-mae:6047.52344 [742] validation_0-mae:4865.34522 validation_1-mae:6047.43555 [743] validation_0-mae:4863.82617 validation_1-mae:6047.35449 [744] validation_0-mae:4862.71240 validation_1-mae:6047.13330 [745] validation_0-mae:4861.79980 validation_1-mae:6046.75732 [746] validation_0-mae:4860.15088 validation_1-mae:6046.14795 [747] validation_0-mae:4858.73340 validation_1-mae:6046.69629 [748] validation_0-mae:4858.45850 validation_1-mae:6046.76270 [749] validation_0-mae:4857.27148 validation_1-mae:6046.44287 [750] validation_0-mae:4855.87109 validation_1-mae:6045.77686 [751] validation_0-mae:4854.77734 validation_1-mae:6046.05420 [752] validation_0-mae:4854.00928 validation_1-mae:6045.82422 [753] validation_0-mae:4852.42969 validation_1-mae:6044.62744 [754] validation_0-mae:4851.15576 validation_1-mae:6044.19434 [755] validation_0-mae:4849.20898 validation_1-mae:6044.06103 [756] validation_0-mae:4846.60205 validation_1-mae:6042.44971 [757] validation_0-mae:4845.86572 validation_1-mae:6042.56152 [758] validation_0-mae:4844.78272 validation_1-mae:6041.28516 [759] validation_0-mae:4844.22217 validation_1-mae:6040.98633 [760] validation_0-mae:4842.51465 validation_1-mae:6041.43652 [761] validation_0-mae:4841.56006 validation_1-mae:6041.50244 [762] validation_0-mae:4840.61572 validation_1-mae:6041.48828 [763] validation_0-mae:4838.34033 validation_1-mae:6041.52930 [764] validation_0-mae:4837.27686 validation_1-mae:6041.73047 [765] validation_0-mae:4836.45166 validation_1-mae:6041.73340 [766] validation_0-mae:4834.54590 validation_1-mae:6041.23828 [767] validation_0-mae:4832.67236 validation_1-mae:6041.40283 [768] validation_0-mae:4832.24316 validation_1-mae:6041.25488 [769] validation_0-mae:4831.37598 validation_1-mae:6040.98535 [770] validation_0-mae:4829.97852 validation_1-mae:6040.59375 [771] validation_0-mae:4828.94434 validation_1-mae:6040.70801 [772] validation_0-mae:4825.89404 validation_1-mae:6040.44873 [773] validation_0-mae:4824.31641 validation_1-mae:6040.00732 [774] validation_0-mae:4821.91406 validation_1-mae:6040.09863 [775] validation_0-mae:4819.94287 validation_1-mae:6039.26611 [776] validation_0-mae:4818.05811 validation_1-mae:6039.47363 [777] validation_0-mae:4817.06689 validation_1-mae:6039.36328 [778] validation_0-mae:4815.91992 validation_1-mae:6038.77051 [779] validation_0-mae:4814.39258 validation_1-mae:6038.20898 [780] validation_0-mae:4812.90186 validation_1-mae:6038.39551 [781] validation_0-mae:4811.95752 validation_1-mae:6038.48828 [782] validation_0-mae:4809.51855 validation_1-mae:6038.04590 [783] validation_0-mae:4808.55518 validation_1-mae:6037.76367 [784] validation_0-mae:4807.79346 validation_1-mae:6038.14160 [785] validation_0-mae:4806.73193 validation_1-mae:6038.04297 [786] validation_0-mae:4805.50586 validation_1-mae:6037.53467 [787] validation_0-mae:4804.43213 validation_1-mae:6037.69580 [788] validation_0-mae:4804.12158 validation_1-mae:6037.86816 [789] validation_0-mae:4802.67578 validation_1-mae:6037.65820 [790] validation_0-mae:4800.72998 validation_1-mae:6037.89941 [791] validation_0-mae:4798.63379 validation_1-mae:6037.93945 [792] validation_0-mae:4796.91113 validation_1-mae:6038.85791 [793] validation_0-mae:4796.11963 validation_1-mae:6038.75830 [794] validation_0-mae:4794.57227 validation_1-mae:6038.94531 [795] validation_0-mae:4793.65186 validation_1-mae:6038.48877 [796] validation_0-mae:4793.41260 validation_1-mae:6038.46143 [797] validation_0-mae:4792.09228 validation_1-mae:6037.98828 [798] validation_0-mae:4790.16797 validation_1-mae:6038.32617 [799] validation_0-mae:4789.85840 validation_1-mae:6038.27978 [800] validation_0-mae:4788.80713 validation_1-mae:6038.00147 [801] validation_0-mae:4787.26709 validation_1-mae:6037.68750 [802] validation_0-mae:4785.20654 validation_1-mae:6037.53662 [803] validation_0-mae:4783.22022 validation_1-mae:6037.34424 [804] validation_0-mae:4781.52441 validation_1-mae:6037.53955 [805] validation_0-mae:4780.79785 validation_1-mae:6037.36865 [806] validation_0-mae:4779.64648 validation_1-mae:6037.33496 [807] validation_0-mae:4778.97656 validation_1-mae:6037.34131 [808] validation_0-mae:4778.59277 validation_1-mae:6037.19385 [809] validation_0-mae:4777.52734 validation_1-mae:6036.90039 [810] validation_0-mae:4775.73145 validation_1-mae:6036.88818 [811] validation_0-mae:4774.64990 validation_1-mae:6037.00928 [812] validation_0-mae:4773.21728 validation_1-mae:6037.27637 [813] validation_0-mae:4772.13330 validation_1-mae:6037.23340 [814] validation_0-mae:4771.43408 validation_1-mae:6037.36816 [815] validation_0-mae:4768.95703 validation_1-mae:6036.43945 [816] validation_0-mae:4767.68848 validation_1-mae:6036.79297 [817] validation_0-mae:4767.60840 validation_1-mae:6036.86133 [818] validation_0-mae:4766.60693 validation_1-mae:6037.89990 [819] validation_0-mae:4766.02881 validation_1-mae:6038.29639 [820] validation_0-mae:4765.28369 validation_1-mae:6038.09473 [821] validation_0-mae:4763.08008 validation_1-mae:6037.14404 [822] validation_0-mae:4761.52881 validation_1-mae:6036.76367 [823] validation_0-mae:4759.02686 validation_1-mae:6036.61768 [824] validation_0-mae:4757.07080 validation_1-mae:6035.85645 [825] validation_0-mae:4756.51270 validation_1-mae:6035.71533 [826] validation_0-mae:4755.64404 validation_1-mae:6035.73291 [827] validation_0-mae:4754.76904 validation_1-mae:6035.93311 [828] validation_0-mae:4754.02100 validation_1-mae:6036.10840 [829] validation_0-mae:4752.59668 validation_1-mae:6035.84570 [830] validation_0-mae:4750.92578 validation_1-mae:6035.86426 [831] validation_0-mae:4750.27637 validation_1-mae:6035.88672 [832] validation_0-mae:4750.21582 validation_1-mae:6035.92383 [833] validation_0-mae:4747.95459 validation_1-mae:6035.19775 [834] validation_0-mae:4747.05127 validation_1-mae:6035.76953 [835] validation_0-mae:4746.54346 validation_1-mae:6035.91211 [836] validation_0-mae:4745.67773 validation_1-mae:6035.87109 [837] validation_0-mae:4744.19580 validation_1-mae:6035.45410 [838] validation_0-mae:4743.48926 validation_1-mae:6035.13037 [839] validation_0-mae:4742.81055 validation_1-mae:6034.77002 [840] validation_0-mae:4742.09668 validation_1-mae:6034.87842 [841] validation_0-mae:4741.85986 validation_1-mae:6034.80225 [842] validation_0-mae:4740.72119 validation_1-mae:6034.66064 [843] validation_0-mae:4739.22559 validation_1-mae:6033.52588 [844] validation_0-mae:4737.75391 validation_1-mae:6033.25439 [845] validation_0-mae:4736.81738 validation_1-mae:6033.46191 [846] validation_0-mae:4735.66357 validation_1-mae:6032.83203 [847] validation_0-mae:4734.89014 validation_1-mae:6032.52051 [848] validation_0-mae:4733.86230 validation_1-mae:6032.55566 [849] validation_0-mae:4733.67139 validation_1-mae:6032.60059 [850] validation_0-mae:4733.07080 validation_1-mae:6032.55664 [851] validation_0-mae:4732.19385 validation_1-mae:6032.23926 [852] validation_0-mae:4730.75537 validation_1-mae:6031.70459 [853] validation_0-mae:4729.45459 validation_1-mae:6031.30371 [854] validation_0-mae:4728.03320 validation_1-mae:6030.65088 [855] validation_0-mae:4727.39600 validation_1-mae:6030.26904 [856] validation_0-mae:4726.59180 validation_1-mae:6030.43359 [857] validation_0-mae:4725.62158 validation_1-mae:6030.86572 [858] validation_0-mae:4723.69824 validation_1-mae:6032.22412 [859] validation_0-mae:4722.88232 validation_1-mae:6031.99170 [860] validation_0-mae:4721.89209 validation_1-mae:6031.85547 [861] validation_0-mae:4720.57715 validation_1-mae:6032.02881 [862] validation_0-mae:4719.06250 validation_1-mae:6033.26611 [863] validation_0-mae:4718.39209 validation_1-mae:6033.46680 [864] validation_0-mae:4716.52100 validation_1-mae:6032.80273 [865] validation_0-mae:4715.35107 validation_1-mae:6033.92969 [866] validation_0-mae:4712.14453 validation_1-mae:6033.30518 [867] validation_0-mae:4709.95312 validation_1-mae:6031.80566 [868] validation_0-mae:4708.15478 validation_1-mae:6031.59717 [869] validation_0-mae:4706.46240 validation_1-mae:6031.04443 [870] validation_0-mae:4705.70361 validation_1-mae:6030.59228 [871] validation_0-mae:4704.44434 validation_1-mae:6030.60303 [872] validation_0-mae:4703.68945 validation_1-mae:6030.76660 [873] validation_0-mae:4702.74463 validation_1-mae:6030.74170 [874] validation_0-mae:4700.93164 validation_1-mae:6030.58398 [875] validation_0-mae:4698.55762 validation_1-mae:6030.11865 [876] validation_0-mae:4697.58350 validation_1-mae:6029.66895 [877] validation_0-mae:4696.38379 validation_1-mae:6030.09082 [878] validation_0-mae:4695.21143 validation_1-mae:6029.97754 [879] validation_0-mae:4693.60303 validation_1-mae:6030.63770 [880] validation_0-mae:4692.67188 validation_1-mae:6030.28320 [881] validation_0-mae:4691.59326 validation_1-mae:6030.71924 [882] validation_0-mae:4689.55225 validation_1-mae:6030.35400 [883] validation_0-mae:4687.08008 validation_1-mae:6030.19287 [884] validation_0-mae:4686.39062 validation_1-mae:6029.92334 [885] validation_0-mae:4685.13818 validation_1-mae:6029.98535 [886] validation_0-mae:4683.67188 validation_1-mae:6030.09473 [887] validation_0-mae:4682.01562 validation_1-mae:6029.83838 [888] validation_0-mae:4681.32812 validation_1-mae:6029.87793 [889] validation_0-mae:4680.39062 validation_1-mae:6029.79883 [890] validation_0-mae:4677.74414 validation_1-mae:6028.98779 [891] validation_0-mae:4675.97168 validation_1-mae:6029.14697 [892] validation_0-mae:4673.98389 validation_1-mae:6029.31250 [893] validation_0-mae:4672.95947 validation_1-mae:6029.01367 [894] validation_0-mae:4670.02197 validation_1-mae:6027.72461 [895] validation_0-mae:4668.38965 validation_1-mae:6027.28418 [896] validation_0-mae:4667.27148 validation_1-mae:6027.88721 [897] validation_0-mae:4665.84912 validation_1-mae:6028.26709 [898] validation_0-mae:4664.51221 validation_1-mae:6027.37500 [899] validation_0-mae:4663.32373 validation_1-mae:6027.44238 [900] validation_0-mae:4661.72412 validation_1-mae:6027.56152 [901] validation_0-mae:4660.31885 validation_1-mae:6027.83984 [902] validation_0-mae:4658.04248 validation_1-mae:6028.16699 [903] validation_0-mae:4655.68359 validation_1-mae:6028.02393 [904] validation_0-mae:4654.68994 validation_1-mae:6027.97998 [905] validation_0-mae:4653.44482 validation_1-mae:6027.69434 [906] validation_0-mae:4652.50244 validation_1-mae:6027.39014 [907] validation_0-mae:4651.29736 validation_1-mae:6027.90234 [908] validation_0-mae:4648.88623 validation_1-mae:6027.54639 [909] validation_0-mae:4647.11377 validation_1-mae:6027.45605 [910] validation_0-mae:4645.43506 validation_1-mae:6027.06934 [911] validation_0-mae:4644.43311 validation_1-mae:6027.35840 [912] validation_0-mae:4644.00391 validation_1-mae:6027.34277 [913] validation_0-mae:4642.89160 validation_1-mae:6027.16064 [914] validation_0-mae:4641.84375 validation_1-mae:6027.73438 [915] validation_0-mae:4640.07764 validation_1-mae:6027.18311 [916] validation_0-mae:4639.50879 validation_1-mae:6026.85449 [917] validation_0-mae:4638.82812 validation_1-mae:6026.61768 [918] validation_0-mae:4638.45605 validation_1-mae:6026.44336 [919] validation_0-mae:4637.97998 validation_1-mae:6026.59766 [920] validation_0-mae:4636.84228 validation_1-mae:6026.22656 [921] validation_0-mae:4636.67773 validation_1-mae:6026.20410 [922] validation_0-mae:4635.28418 validation_1-mae:6026.30762 [923] validation_0-mae:4634.65723 validation_1-mae:6025.97510 [924] validation_0-mae:4633.24561 validation_1-mae:6026.04199 [925] validation_0-mae:4632.37012 validation_1-mae:6026.00586 [926] validation_0-mae:4631.58350 validation_1-mae:6025.90967 [927] validation_0-mae:4630.53174 validation_1-mae:6025.70312 [928] validation_0-mae:4629.02148 validation_1-mae:6025.27686 [929] validation_0-mae:4628.00928 validation_1-mae:6025.41455 [930] validation_0-mae:4626.24512 validation_1-mae:6025.22949 [931] validation_0-mae:4624.62500 validation_1-mae:6025.31006 [932] validation_0-mae:4622.76953 validation_1-mae:6025.04541 [933] validation_0-mae:4621.45361 validation_1-mae:6024.70752 [934] validation_0-mae:4619.42725 validation_1-mae:6024.20947 [935] validation_0-mae:4618.53272 validation_1-mae:6023.98047 [936] validation_0-mae:4617.41455 validation_1-mae:6024.64160 [937] validation_0-mae:4616.20117 validation_1-mae:6025.03027 [938] validation_0-mae:4615.20801 validation_1-mae:6024.52246 [939] validation_0-mae:4613.10449 validation_1-mae:6024.52930 [940] validation_0-mae:4612.21240 validation_1-mae:6024.78564 [941] validation_0-mae:4610.20850 validation_1-mae:6024.29492 [942] validation_0-mae:4608.87891 validation_1-mae:6024.36523 [943] validation_0-mae:4607.62256 validation_1-mae:6023.93457 [944] validation_0-mae:4606.60498 validation_1-mae:6023.88281 [945] validation_0-mae:4605.71875 validation_1-mae:6023.83301 [946] validation_0-mae:4605.08496 validation_1-mae:6023.64697 [947] validation_0-mae:4604.22656 validation_1-mae:6023.75928 [948] validation_0-mae:4601.93408 validation_1-mae:6023.78027 [949] validation_0-mae:4600.67871 validation_1-mae:6023.66162 [950] validation_0-mae:4599.68408 validation_1-mae:6023.80518 [951] validation_0-mae:4598.60498 validation_1-mae:6024.03467 [952] validation_0-mae:4597.78906 validation_1-mae:6024.07422 [953] validation_0-mae:4597.11621 validation_1-mae:6023.97266 [954] validation_0-mae:4596.58105 validation_1-mae:6024.35352 [955] validation_0-mae:4595.52295 validation_1-mae:6024.69775 [956] validation_0-mae:4593.79004 validation_1-mae:6024.33447 [957] validation_0-mae:4592.24707 validation_1-mae:6024.11963 [958] validation_0-mae:4589.72022 validation_1-mae:6022.60938 [959] validation_0-mae:4587.61572 validation_1-mae:6021.93506 [960] validation_0-mae:4586.53711 validation_1-mae:6021.97754 [961] validation_0-mae:4585.12061 validation_1-mae:6021.62109 [962] validation_0-mae:4584.17090 validation_1-mae:6021.40186 [963] validation_0-mae:4583.95020 validation_1-mae:6021.53760 [964] validation_0-mae:4582.64014 validation_1-mae:6021.51904 [965] validation_0-mae:4581.16064 validation_1-mae:6021.24805 [966] validation_0-mae:4580.59668 validation_1-mae:6021.29443 [967] validation_0-mae:4579.45410 validation_1-mae:6021.12158 [968] validation_0-mae:4578.42334 validation_1-mae:6021.01221 [969] validation_0-mae:4576.58740 validation_1-mae:6021.03418 [970] validation_0-mae:4575.93555 validation_1-mae:6021.20850 [971] validation_0-mae:4575.07422 validation_1-mae:6021.10254 [972] validation_0-mae:4574.11084 validation_1-mae:6021.14990 [973] validation_0-mae:4572.92480 validation_1-mae:6021.05859 [974] validation_0-mae:4572.32666 validation_1-mae:6021.10449 [975] validation_0-mae:4571.07227 validation_1-mae:6020.77686 [976] validation_0-mae:4570.37598 validation_1-mae:6020.44043 [977] validation_0-mae:4569.80127 validation_1-mae:6020.57812 [978] validation_0-mae:4568.86084 validation_1-mae:6020.48389 [979] validation_0-mae:4568.26709 validation_1-mae:6020.57324 [980] validation_0-mae:4566.94873 validation_1-mae:6020.57861 [981] validation_0-mae:4566.04443 validation_1-mae:6020.68945 [982] validation_0-mae:4564.65039 validation_1-mae:6020.74414 [983] validation_0-mae:4563.04395 validation_1-mae:6020.24756 [984] validation_0-mae:4561.28613 validation_1-mae:6019.88135 [985] validation_0-mae:4560.57275 validation_1-mae:6020.16748 [986] validation_0-mae:4558.88379 validation_1-mae:6020.35059 [987] validation_0-mae:4557.81494 validation_1-mae:6020.37842 [988] validation_0-mae:4556.51074 validation_1-mae:6020.50342 [989] validation_0-mae:4555.57764 validation_1-mae:6020.48682 [990] validation_0-mae:4554.60840 validation_1-mae:6020.33789 [991] validation_0-mae:4553.35791 validation_1-mae:6019.95361 [992] validation_0-mae:4552.13330 validation_1-mae:6019.49561 [993] validation_0-mae:4551.00732 validation_1-mae:6019.96338 [994] validation_0-mae:4550.28955 validation_1-mae:6019.42529 [995] validation_0-mae:4548.93311 validation_1-mae:6020.00684 [996] validation_0-mae:4548.32812 validation_1-mae:6019.96191 [997] validation_0-mae:4547.58838 validation_1-mae:6019.67236 [998] validation_0-mae:4547.17480 validation_1-mae:6019.28174 [999] validation_0-mae:4546.32764 validation_1-mae:6019.04932 [1000] validation_0-mae:4545.11426 validation_1-mae:6018.86865 [1001] validation_0-mae:4544.30859 validation_1-mae:6018.72461 [1002] validation_0-mae:4542.32910 validation_1-mae:6017.60303 [1003] validation_0-mae:4540.21777 validation_1-mae:6017.71045 [1004] validation_0-mae:4539.58057 validation_1-mae:6017.58398 [1005] validation_0-mae:4537.87891 validation_1-mae:6017.22217 [1006] validation_0-mae:4537.16211 validation_1-mae:6017.22363 [1007] validation_0-mae:4536.37744 validation_1-mae:6016.72510 [1008] validation_0-mae:4534.49951 validation_1-mae:6016.83398 [1009] validation_0-mae:4533.83936 validation_1-mae:6017.20312 [1010] validation_0-mae:4532.72266 validation_1-mae:6017.53027 [1011] validation_0-mae:4532.03516 validation_1-mae:6017.77393 [1012] validation_0-mae:4531.06348 validation_1-mae:6018.14014 [1013] validation_0-mae:4530.32422 validation_1-mae:6018.09912 [1014] validation_0-mae:4529.41211 validation_1-mae:6018.03467 [1015] validation_0-mae:4528.78613 validation_1-mae:6018.19043 [1016] validation_0-mae:4527.24756 validation_1-mae:6017.74658 [1017] validation_0-mae:4525.58545 validation_1-mae:6018.34082 [1018] validation_0-mae:4524.77783 validation_1-mae:6018.14014 [1019] validation_0-mae:4523.91846 validation_1-mae:6018.23730 [1020] validation_0-mae:4522.23926 validation_1-mae:6018.07275 [1021] validation_0-mae:4521.83789 validation_1-mae:6018.06055 [1022] validation_0-mae:4521.04102 validation_1-mae:6018.59619 [1023] validation_0-mae:4520.38867 validation_1-mae:6018.72363 [1024] validation_0-mae:4519.41162 validation_1-mae:6018.59424 [1025] validation_0-mae:4518.60986 validation_1-mae:6018.66943 [1026] validation_0-mae:4518.37988 validation_1-mae:6018.58594 [1027] validation_0-mae:4516.72412 validation_1-mae:6018.66943 [1028] validation_0-mae:4515.71289 validation_1-mae:6018.63770 [1029] validation_0-mae:4514.85059 validation_1-mae:6018.39453 [1030] validation_0-mae:4513.36816 validation_1-mae:6017.97705 [1031] validation_0-mae:4512.53320 validation_1-mae:6017.32227 [1032] validation_0-mae:4511.66113 validation_1-mae:6017.24805 [1033] validation_0-mae:4509.79736 validation_1-mae:6017.31885 [1034] validation_0-mae:4508.71777 validation_1-mae:6017.09228 [1035] validation_0-mae:4507.48047 validation_1-mae:6016.62793 [1036] validation_0-mae:4506.60986 validation_1-mae:6016.29980 [1037] validation_0-mae:4506.24707 validation_1-mae:6016.24951 [1038] validation_0-mae:4503.99853 validation_1-mae:6015.79932 [1039] validation_0-mae:4502.23340 validation_1-mae:6015.64844 [1040] validation_0-mae:4500.60693 validation_1-mae:6016.02002 [1041] validation_0-mae:4499.67432 validation_1-mae:6015.79785 [1042] validation_0-mae:4497.61377 validation_1-mae:6015.89307 [1043] validation_0-mae:4495.48730 validation_1-mae:6016.24072 [1044] validation_0-mae:4494.27832 validation_1-mae:6016.40625 [1045] validation_0-mae:4493.25977 validation_1-mae:6016.04541 [1046] validation_0-mae:4492.10400 validation_1-mae:6016.11523 [1047] validation_0-mae:4490.52490 validation_1-mae:6016.51221 [1048] validation_0-mae:4490.02881 validation_1-mae:6016.35352 [1049] validation_0-mae:4488.97217 validation_1-mae:6016.24414 [1050] validation_0-mae:4487.89697 validation_1-mae:6015.56592 [1051] validation_0-mae:4487.10840 validation_1-mae:6015.85791 [1052] validation_0-mae:4486.08398 validation_1-mae:6015.21582 [1053] validation_0-mae:4484.86230 validation_1-mae:6015.08301 [1054] validation_0-mae:4483.36523 validation_1-mae:6015.18799 [1055] validation_0-mae:4482.43603 validation_1-mae:6015.01318 [1056] validation_0-mae:4482.18945 validation_1-mae:6014.78760 [1057] validation_0-mae:4481.41260 validation_1-mae:6014.60791 [1058] validation_0-mae:4480.86475 validation_1-mae:6014.33545 [1059] validation_0-mae:4479.63477 validation_1-mae:6014.49853 [1060] validation_0-mae:4478.90039 validation_1-mae:6013.94873 [1061] validation_0-mae:4477.84180 validation_1-mae:6013.85889 [1062] validation_0-mae:4476.88232 validation_1-mae:6013.81689 [1063] validation_0-mae:4476.83643 validation_1-mae:6013.85645 [1064] validation_0-mae:4476.29248 validation_1-mae:6013.75293 [1065] validation_0-mae:4475.76904 validation_1-mae:6013.51807 [1066] validation_0-mae:4474.53467 validation_1-mae:6013.70996 [1067] validation_0-mae:4473.48584 validation_1-mae:6013.17334 [1068] validation_0-mae:4472.63135 validation_1-mae:6012.95215 [1069] validation_0-mae:4472.19238 validation_1-mae:6012.78857 [1070] validation_0-mae:4471.57910 validation_1-mae:6012.44092 [1071] validation_0-mae:4470.73438 validation_1-mae:6012.22559 [1072] validation_0-mae:4469.65088 validation_1-mae:6011.66357 [1073] validation_0-mae:4468.83984 validation_1-mae:6011.51855 [1074] validation_0-mae:4467.09570 validation_1-mae:6010.68506 [1075] validation_0-mae:4465.86670 validation_1-mae:6010.69873 [1076] validation_0-mae:4465.28955 validation_1-mae:6010.96973 [1077] validation_0-mae:4464.24805 validation_1-mae:6010.73535 [1078] validation_0-mae:4462.70215 validation_1-mae:6011.26611 [1079] validation_0-mae:4460.86426 validation_1-mae:6011.69092 [1080] validation_0-mae:4459.87695 validation_1-mae:6011.60254 [1081] validation_0-mae:4458.13818 validation_1-mae:6011.90918 [1082] validation_0-mae:4457.55420 validation_1-mae:6012.17188 [1083] validation_0-mae:4456.83350 validation_1-mae:6011.92920 [1084] validation_0-mae:4455.82324 validation_1-mae:6012.46680 [1085] validation_0-mae:4455.23291 validation_1-mae:6012.43750 [1086] validation_0-mae:4453.80713 validation_1-mae:6012.22022 [1087] validation_0-mae:4452.29980 validation_1-mae:6011.59717 [1088] validation_0-mae:4450.61133 validation_1-mae:6011.60254 [1089] validation_0-mae:4449.48926 validation_1-mae:6011.40137 [1090] validation_0-mae:4448.93799 validation_1-mae:6011.32764 [1091] validation_0-mae:4448.35742 validation_1-mae:6011.22656 [1092] validation_0-mae:4447.30957 validation_1-mae:6010.89307 [1093] validation_0-mae:4445.68897 validation_1-mae:6010.77832 [1094] validation_0-mae:4445.03906 validation_1-mae:6011.01465 [1095] validation_0-mae:4444.23145 validation_1-mae:6011.14941 [1096] validation_0-mae:4442.66846 validation_1-mae:6010.39502 [1097] validation_0-mae:4442.36963 validation_1-mae:6010.42236 [1098] validation_0-mae:4441.41162 validation_1-mae:6010.26855 [1099] validation_0-mae:4440.52686 validation_1-mae:6010.30518 [1100] validation_0-mae:4439.56543 validation_1-mae:6010.35400 [1101] validation_0-mae:4438.88574 validation_1-mae:6010.33398 [1102] validation_0-mae:4437.91455 validation_1-mae:6009.67480 [1103] validation_0-mae:4437.04395 validation_1-mae:6009.58398 [1104] validation_0-mae:4436.04834 validation_1-mae:6009.37891 [1105] validation_0-mae:4434.91064 validation_1-mae:6010.04541 [1106] validation_0-mae:4434.85889 validation_1-mae:6010.01465 [1107] validation_0-mae:4433.94922 validation_1-mae:6010.35498 [1108] validation_0-mae:4433.35254 validation_1-mae:6010.81152 [1109] validation_0-mae:4432.73340 validation_1-mae:6011.11182 [1110] validation_0-mae:4432.50879 validation_1-mae:6011.05469 [1111] validation_0-mae:4430.67969 validation_1-mae:6010.45312 [1112] validation_0-mae:4430.11475 validation_1-mae:6010.62012 [1113] validation_0-mae:4428.98779 validation_1-mae:6010.19043 [1114] validation_0-mae:4427.99512 validation_1-mae:6009.53320 [1115] validation_0-mae:4427.29932 validation_1-mae:6009.35205 [1116] validation_0-mae:4426.26172 validation_1-mae:6008.77637 [1117] validation_0-mae:4425.33301 validation_1-mae:6008.77734 [1118] validation_0-mae:4424.45850 validation_1-mae:6008.39014 [1119] validation_0-mae:4423.52734 validation_1-mae:6008.21289 [1120] validation_0-mae:4422.74853 validation_1-mae:6008.14209 [1121] validation_0-mae:4421.91602 validation_1-mae:6007.97754 [1122] validation_0-mae:4420.32324 validation_1-mae:6008.19189 [1123] validation_0-mae:4419.60986 validation_1-mae:6008.10010 [1124] validation_0-mae:4419.00586 validation_1-mae:6008.21777 [1125] validation_0-mae:4417.49756 validation_1-mae:6008.10107 [1126] validation_0-mae:4415.71094 validation_1-mae:6008.15186 [1127] validation_0-mae:4414.76074 validation_1-mae:6008.38916 [1128] validation_0-mae:4414.00830 validation_1-mae:6008.63623 [1129] validation_0-mae:4413.16553 validation_1-mae:6008.76270 [1130] validation_0-mae:4411.99365 validation_1-mae:6008.22900 [1131] validation_0-mae:4410.98145 validation_1-mae:6007.85400 [1132] validation_0-mae:4410.51221 validation_1-mae:6007.74902 [1133] validation_0-mae:4409.35547 validation_1-mae:6007.80566 [1134] validation_0-mae:4408.43408 validation_1-mae:6007.73438 [1135] validation_0-mae:4407.17773 validation_1-mae:6007.52295 [1136] validation_0-mae:4405.87695 validation_1-mae:6007.83154 [1137] validation_0-mae:4404.53662 validation_1-mae:6007.33350 [1138] validation_0-mae:4403.35059 validation_1-mae:6006.91992 [1139] validation_0-mae:4402.82275 validation_1-mae:6006.99072 [1140] validation_0-mae:4402.23340 validation_1-mae:6007.03516 [1141] validation_0-mae:4400.91602 validation_1-mae:6007.56055 [1142] validation_0-mae:4399.26758 validation_1-mae:6007.26904 [1143] validation_0-mae:4398.18457 validation_1-mae:6007.38232 [1144] validation_0-mae:4397.54395 validation_1-mae:6007.25439 [1145] validation_0-mae:4396.51758 validation_1-mae:6007.49170 [1146] validation_0-mae:4394.59131 validation_1-mae:6007.85889 [1147] validation_0-mae:4392.68945 validation_1-mae:6008.59570 [1148] validation_0-mae:4391.56836 validation_1-mae:6008.69971 [1149] validation_0-mae:4390.72949 validation_1-mae:6008.61475 [1150] validation_0-mae:4390.21143 validation_1-mae:6008.39600 [1151] validation_0-mae:4389.55566 validation_1-mae:6008.31494 [1152] validation_0-mae:4389.08154 validation_1-mae:6008.16455 [1153] validation_0-mae:4387.51074 validation_1-mae:6007.63379 [1154] validation_0-mae:4386.66748 validation_1-mae:6006.75684 [1155] validation_0-mae:4385.17725 validation_1-mae:6006.95264 [1156] validation_0-mae:4384.41309 validation_1-mae:6007.16211 [1157] validation_0-mae:4383.34473 validation_1-mae:6006.61914 [1158] validation_0-mae:4382.80273 validation_1-mae:6006.29443 [1159] validation_0-mae:4381.71680 validation_1-mae:6006.08252 [1160] validation_0-mae:4381.18945 validation_1-mae:6006.44189 [1161] validation_0-mae:4380.66162 validation_1-mae:6006.26758 [1162] validation_0-mae:4379.43994 validation_1-mae:6005.83057 [1163] validation_0-mae:4378.33691 validation_1-mae:6005.55518 [1164] validation_0-mae:4377.43359 validation_1-mae:6005.37256 [1165] validation_0-mae:4376.53662 validation_1-mae:6005.36426 [1166] validation_0-mae:4376.09375 validation_1-mae:6005.26562 [1167] validation_0-mae:4374.98389 validation_1-mae:6004.46240 [1168] validation_0-mae:4374.87402 validation_1-mae:6004.52539 [1169] validation_0-mae:4374.73486 validation_1-mae:6004.88184 [1170] validation_0-mae:4374.22852 validation_1-mae:6004.88428 [1171] validation_0-mae:4373.51318 validation_1-mae:6005.29590 [1172] validation_0-mae:4372.37598 validation_1-mae:6005.50537 [1173] validation_0-mae:4371.38867 validation_1-mae:6005.54004 [1174] validation_0-mae:4371.32764 validation_1-mae:6005.51074 [1175] validation_0-mae:4371.00928 validation_1-mae:6005.42334 [1176] validation_0-mae:4369.75928 validation_1-mae:6004.30176 [1177] validation_0-mae:4369.43457 validation_1-mae:6004.31201 [1178] validation_0-mae:4368.46973 validation_1-mae:6004.06348 [1179] validation_0-mae:4367.71289 validation_1-mae:6004.23486 [1180] validation_0-mae:4366.39697 validation_1-mae:6004.44678 [1181] validation_0-mae:4365.02637 validation_1-mae:6003.59033 [1182] validation_0-mae:4363.98975 validation_1-mae:6003.43457 [1183] validation_0-mae:4362.41064 validation_1-mae:6003.24268 [1184] validation_0-mae:4362.06103 validation_1-mae:6003.26758 [1185] validation_0-mae:4361.55420 validation_1-mae:6003.55176 [1186] validation_0-mae:4360.20361 validation_1-mae:6002.96680 [1187] validation_0-mae:4359.47949 validation_1-mae:6002.89160 [1188] validation_0-mae:4358.37207 validation_1-mae:6003.16504 [1189] validation_0-mae:4356.23730 validation_1-mae:6003.78272 [1190] validation_0-mae:4355.04102 validation_1-mae:6003.03516 [1191] validation_0-mae:4354.05029 validation_1-mae:6002.69873 [1192] validation_0-mae:4353.61182 validation_1-mae:6002.65039 [1193] validation_0-mae:4352.69434 validation_1-mae:6001.99170 [1194] validation_0-mae:4351.82568 validation_1-mae:6002.43213 [1195] validation_0-mae:4350.98730 validation_1-mae:6002.45117 [1196] validation_0-mae:4350.11816 validation_1-mae:6001.78711 [1197] validation_0-mae:4349.04395 validation_1-mae:6001.59961 [1198] validation_0-mae:4348.28613 validation_1-mae:6001.85645 [1199] validation_0-mae:4347.68994 validation_1-mae:6002.29199 [1200] validation_0-mae:4346.95117 validation_1-mae:6002.36621 [1201] validation_0-mae:4345.63086 validation_1-mae:6002.02637 [1202] validation_0-mae:4344.61426 validation_1-mae:6001.40186 [1203] validation_0-mae:4343.51611 validation_1-mae:6001.19775 [1204] validation_0-mae:4342.81543 validation_1-mae:6001.20947 [1205] validation_0-mae:4341.73340 validation_1-mae:6001.32031 [1206] validation_0-mae:4341.55811 validation_1-mae:6001.36133 [1207] validation_0-mae:4340.74219 validation_1-mae:6000.94189 [1208] validation_0-mae:4339.28076 validation_1-mae:5999.89551 [1209] validation_0-mae:4338.57715 validation_1-mae:6000.06738 [1210] validation_0-mae:4337.45605 validation_1-mae:6000.23145 [1211] validation_0-mae:4335.54736 validation_1-mae:6000.95117 [1212] validation_0-mae:4334.26953 validation_1-mae:6000.84424 [1213] validation_0-mae:4332.93115 validation_1-mae:6001.21338 [1214] validation_0-mae:4331.24805 validation_1-mae:6002.16748 [1215] validation_0-mae:4329.88379 validation_1-mae:6002.17871 [1216] validation_0-mae:4328.19678 validation_1-mae:6001.42139 [1217] validation_0-mae:4327.16846 validation_1-mae:6000.98145 [1218] validation_0-mae:4325.85059 validation_1-mae:6000.59961 [1219] validation_0-mae:4324.43555 validation_1-mae:6000.00977 [1220] validation_0-mae:4322.67676 validation_1-mae:6000.57080 [1221] validation_0-mae:4321.32227 validation_1-mae:6000.10254 [1222] validation_0-mae:4320.10596 validation_1-mae:6000.16943 [1223] validation_0-mae:4319.12207 validation_1-mae:5999.77051 [1224] validation_0-mae:4318.10010 validation_1-mae:5999.96533 [1225] validation_0-mae:4316.19727 validation_1-mae:5999.33350 [1226] validation_0-mae:4314.91162 validation_1-mae:5999.07373 [1227] validation_0-mae:4313.48486 validation_1-mae:5999.46094 [1228] validation_0-mae:4312.75879 validation_1-mae:5999.17090 [1229] validation_0-mae:4310.27197 validation_1-mae:5999.51855 [1230] validation_0-mae:4309.91748 validation_1-mae:5999.53857 [1231] validation_0-mae:4308.55615 validation_1-mae:5999.86084 [1232] validation_0-mae:4307.10010 validation_1-mae:6000.45020 [1233] validation_0-mae:4306.04004 validation_1-mae:6000.15674 [1234] validation_0-mae:4304.64355 validation_1-mae:6000.07861 [1235] validation_0-mae:4304.20752 validation_1-mae:6000.32471 [1236] validation_0-mae:4303.04395 validation_1-mae:6000.28857 [1237] validation_0-mae:4301.97803 validation_1-mae:6000.76807 [1238] validation_0-mae:4301.18311 validation_1-mae:6000.47168 [1239] validation_0-mae:4300.40820 validation_1-mae:6000.21924 [1240] validation_0-mae:4299.53125 validation_1-mae:6000.22754 [1241] validation_0-mae:4298.43603 validation_1-mae:5999.63574 [1242] validation_0-mae:4296.93262 validation_1-mae:5999.27783 [1243] validation_0-mae:4295.36621 validation_1-mae:6000.17432 [1244] validation_0-mae:4294.29492 validation_1-mae:5999.61816 [1245] validation_0-mae:4293.63037 validation_1-mae:5999.05713 [1246] validation_0-mae:4293.09473 validation_1-mae:5998.90625 [1247] validation_0-mae:4292.28418 validation_1-mae:5999.15430 [1248] validation_0-mae:4291.61670 validation_1-mae:5999.23633 [1249] validation_0-mae:4289.25586 validation_1-mae:5999.04150 [1250] validation_0-mae:4288.66602 validation_1-mae:5998.54590 [1251] validation_0-mae:4287.55762 validation_1-mae:5997.80957 [1252] validation_0-mae:4286.87061 validation_1-mae:5997.82520 [1253] validation_0-mae:4286.19971 validation_1-mae:5997.61035 [1254] validation_0-mae:4284.37988 validation_1-mae:5997.19678 [1255] validation_0-mae:4283.24658 validation_1-mae:5997.74658 [1256] validation_0-mae:4282.58203 validation_1-mae:5997.66797 [1257] validation_0-mae:4282.25830 validation_1-mae:5997.71436 [1258] validation_0-mae:4281.30957 validation_1-mae:5997.69189 [1259] validation_0-mae:4280.32617 validation_1-mae:5997.80469 [1260] validation_0-mae:4279.67334 validation_1-mae:5997.66211 [1261] validation_0-mae:4278.79639 validation_1-mae:5997.30615 [1262] validation_0-mae:4278.02832 validation_1-mae:5997.57520 [1263] validation_0-mae:4277.54590 validation_1-mae:5997.50342 [1264] validation_0-mae:4277.26074 validation_1-mae:5997.47314 [1265] validation_0-mae:4276.92383 validation_1-mae:5997.54590 [1266] validation_0-mae:4276.37353 validation_1-mae:5997.84570 [1267] validation_0-mae:4275.09619 validation_1-mae:5998.01025 [1268] validation_0-mae:4273.93066 validation_1-mae:5998.00488 [1269] validation_0-mae:4273.45312 validation_1-mae:5997.95020 [1270] validation_0-mae:4272.92139 validation_1-mae:5997.97266 [1271] validation_0-mae:4272.17480 validation_1-mae:5997.86572 [1272] validation_0-mae:4271.34863 validation_1-mae:5997.72852 [1273] validation_0-mae:4270.60986 validation_1-mae:5998.08350 [1274] validation_0-mae:4270.23242 validation_1-mae:5998.24658 [1275] validation_0-mae:4269.19727 validation_1-mae:5997.93311 [1276] validation_0-mae:4268.27978 validation_1-mae:5997.81397 [1277] validation_0-mae:4267.39893 validation_1-mae:5997.75000 [1278] validation_0-mae:4267.08008 validation_1-mae:5998.00049 [1279] validation_0-mae:4266.39502 validation_1-mae:5997.89893 [1280] validation_0-mae:4265.76904 validation_1-mae:5997.72607 [1281] validation_0-mae:4265.39746 validation_1-mae:5997.72656 [1282] validation_0-mae:4264.41162 validation_1-mae:5997.20068 [1283] validation_0-mae:4264.00781 validation_1-mae:5997.32959 [1284] validation_0-mae:4262.55811 validation_1-mae:5997.24463 [1285] validation_0-mae:4261.47168 validation_1-mae:5997.18799 [1286] validation_0-mae:4259.95605 validation_1-mae:5997.10986 [1287] validation_0-mae:4259.14160 validation_1-mae:5997.24658 [1288] validation_0-mae:4258.29932 validation_1-mae:5997.77100 [1289] validation_0-mae:4257.45459 validation_1-mae:5997.78174 [1290] validation_0-mae:4256.86035 validation_1-mae:5997.43945 [1291] validation_0-mae:4256.74268 validation_1-mae:5997.32666 [1292] validation_0-mae:4255.72510 validation_1-mae:5997.71191 [1293] validation_0-mae:4254.79395 validation_1-mae:5997.70117 [1294] validation_0-mae:4253.67432 validation_1-mae:5997.68652 [1295] validation_0-mae:4253.18506 validation_1-mae:5997.60400 [1296] validation_0-mae:4252.80908 validation_1-mae:5997.56299 [1297] validation_0-mae:4251.78320 validation_1-mae:5997.50342 [1298] validation_0-mae:4251.16748 validation_1-mae:5997.49365 [1299] validation_0-mae:4250.66309 validation_1-mae:5997.51758 [1300] validation_0-mae:4249.80811 validation_1-mae:5997.56299 [1301] validation_0-mae:4248.83545 validation_1-mae:5997.53418 [1302] validation_0-mae:4247.58350 validation_1-mae:5997.24121 [1303] validation_0-mae:4247.44141 validation_1-mae:5997.24512 [1304] validation_0-mae:4246.86426 validation_1-mae:5997.32715 [1305] validation_0-mae:4245.37744 validation_1-mae:5997.32373 [1306] validation_0-mae:4244.62451 validation_1-mae:5997.02441 [1307] validation_0-mae:4243.63037 validation_1-mae:5997.10400 [1308] validation_0-mae:4242.92920 validation_1-mae:5997.04443 [1309] validation_0-mae:4242.68359 validation_1-mae:5997.50537 [1310] validation_0-mae:4241.75684 validation_1-mae:5996.96387 [1311] validation_0-mae:4241.10352 validation_1-mae:5997.06103 [1312] validation_0-mae:4240.88184 validation_1-mae:5997.15723 [1313] validation_0-mae:4240.81787 validation_1-mae:5997.26416 [1314] validation_0-mae:4240.38477 validation_1-mae:5997.19141 [1315] validation_0-mae:4239.62500 validation_1-mae:5996.91748 [1316] validation_0-mae:4238.18750 validation_1-mae:5997.61816 [1317] validation_0-mae:4237.53662 validation_1-mae:5997.17529 [1318] validation_0-mae:4235.79883 validation_1-mae:5998.37891 [1319] validation_0-mae:4234.49756 validation_1-mae:5998.63721 [1320] validation_0-mae:4233.40625 validation_1-mae:5998.61084 [1321] validation_0-mae:4232.84814 validation_1-mae:5998.64453 [1322] validation_0-mae:4231.65088 validation_1-mae:5999.27734 [1323] validation_0-mae:4230.52246 validation_1-mae:5999.10596 [1324] validation_0-mae:4229.99121 validation_1-mae:5999.03760 [1325] validation_0-mae:4229.62988 validation_1-mae:5999.12549 [1326] validation_0-mae:4228.93018 validation_1-mae:5999.17578 [1327] validation_0-mae:4228.83008 validation_1-mae:5999.21582 [1328] validation_0-mae:4228.58203 validation_1-mae:5999.56836 [1329] validation_0-mae:4228.17725 validation_1-mae:5999.78564 [1330] validation_0-mae:4227.39014 validation_1-mae:5999.87158 [1331] validation_0-mae:4226.11475 validation_1-mae:5999.66016 [1332] validation_0-mae:4225.40527 validation_1-mae:5999.33740 [1333] validation_0-mae:4223.65381 validation_1-mae:5999.02246 [1334] validation_0-mae:4222.66162 validation_1-mae:5999.02588 [1335] validation_0-mae:4221.64307 validation_1-mae:5999.23486 [1336] validation_0-mae:4220.87500 validation_1-mae:5999.37598 [1337] validation_0-mae:4219.81103 validation_1-mae:5999.25732 [1338] validation_0-mae:4218.40723 validation_1-mae:5999.00000 [1339] validation_0-mae:4217.34424 validation_1-mae:5999.03076 [1340] validation_0-mae:4216.82129 validation_1-mae:5998.91553 [1341] validation_0-mae:4215.57471 validation_1-mae:5998.53076 [1342] validation_0-mae:4214.80225 validation_1-mae:5998.71631 [1343] validation_0-mae:4213.54980 validation_1-mae:5998.77686 [1344] validation_0-mae:4212.47510 validation_1-mae:5998.60205 [1345] validation_0-mae:4211.74463 validation_1-mae:5998.06787 [1346] validation_0-mae:4211.10791 validation_1-mae:5997.60107 [1347] validation_0-mae:4210.33252 validation_1-mae:5997.19873 [1348] validation_0-mae:4209.30225 validation_1-mae:5996.97949 [1349] validation_0-mae:4208.48584 validation_1-mae:5997.50098 [1350] validation_0-mae:4207.36914 validation_1-mae:5997.77148 [1351] validation_0-mae:4206.78027 validation_1-mae:5997.64307 [1352] validation_0-mae:4206.11084 validation_1-mae:5997.70850 [1353] validation_0-mae:4205.35156 validation_1-mae:5997.84131 [1354] validation_0-mae:4204.76514 validation_1-mae:5997.74805 [1355] validation_0-mae:4203.52832 validation_1-mae:5997.96240 [1356] validation_0-mae:4203.11572 validation_1-mae:5997.88428 [1357] validation_0-mae:4202.72803 validation_1-mae:5997.80029 [1358] validation_0-mae:4202.19092 validation_1-mae:5997.93115 [1359] validation_0-mae:4201.51807 validation_1-mae:5998.13916 [1360] validation_0-mae:4201.06982 validation_1-mae:5998.27783 [1361] validation_0-mae:4200.65332 validation_1-mae:5998.33984 [1362] validation_0-mae:4199.95605 validation_1-mae:5998.21680 [1363] validation_0-mae:4199.12695 validation_1-mae:5998.37500 [1364] validation_0-mae:4198.95654 validation_1-mae:5998.32275 [1365] validation_0-mae:4198.52002 validation_1-mae:5998.39941 [1366] validation_0-mae:4198.23438 validation_1-mae:5998.32324 [1367] validation_0-mae:4198.19385 validation_1-mae:5998.36328 [1368] validation_0-mae:4197.46826 validation_1-mae:5998.55566 [1369] validation_0-mae:4196.43555 validation_1-mae:5998.54248 [1370] validation_0-mae:4195.38281 validation_1-mae:5998.75000 [1371] validation_0-mae:4194.48242 validation_1-mae:5998.41797 [1372] validation_0-mae:4193.75977 validation_1-mae:5998.11816 [1373] validation_0-mae:4193.00244 validation_1-mae:5998.05859 [1374] validation_0-mae:4191.93164 validation_1-mae:5997.86719 [1375] validation_0-mae:4191.21582 validation_1-mae:5997.89111 [1376] validation_0-mae:4190.15234 validation_1-mae:5997.72949 [1377] validation_0-mae:4188.73145 validation_1-mae:5997.94141 [1378] validation_0-mae:4188.07715 validation_1-mae:5997.93945 [1379] validation_0-mae:4187.38037 validation_1-mae:5997.92676 [1380] validation_0-mae:4186.99023 validation_1-mae:5998.04590 [1381] validation_0-mae:4186.34814 validation_1-mae:5997.94873 [1382] validation_0-mae:4185.12891 validation_1-mae:5997.85107 [1383] validation_0-mae:4184.16162 validation_1-mae:5997.26221 [1384] validation_0-mae:4183.65723 validation_1-mae:5997.39697 [1385] validation_0-mae:4183.06348 validation_1-mae:5997.30322 [1386] validation_0-mae:4182.56885 validation_1-mae:5997.55420 [1387] validation_0-mae:4182.03369 validation_1-mae:5997.68848 [1388] validation_0-mae:4180.78564 validation_1-mae:5997.03076 [1389] validation_0-mae:4179.73535 validation_1-mae:5996.74023 [1390] validation_0-mae:4179.35400 validation_1-mae:5996.85449 [1391] validation_0-mae:4178.46143 validation_1-mae:5997.29639 [1392] validation_0-mae:4178.19922 validation_1-mae:5997.26416 [1393] validation_0-mae:4177.22217 validation_1-mae:5997.48389 [1394] validation_0-mae:4176.00195 validation_1-mae:5997.75293 [1395] validation_0-mae:4174.72998 validation_1-mae:5997.90039 [1396] validation_0-mae:4174.22852 validation_1-mae:5997.80127 [1397] validation_0-mae:4173.08398 validation_1-mae:5997.29102 [1398] validation_0-mae:4172.13623 validation_1-mae:5997.47119 [1399] validation_0-mae:4171.45654 validation_1-mae:5997.56641 [1400] validation_0-mae:4171.08203 validation_1-mae:5997.37402 [1401] validation_0-mae:4170.45312 validation_1-mae:5997.18652 [1402] validation_0-mae:4169.77783 validation_1-mae:5997.52637 [1403] validation_0-mae:4168.91064 validation_1-mae:5997.44531 [1404] validation_0-mae:4168.37109 validation_1-mae:5997.39014 [1405] validation_0-mae:4166.77344 validation_1-mae:5997.62256 [1406] validation_0-mae:4165.01758 validation_1-mae:5997.43945 [1407] validation_0-mae:4163.85986 validation_1-mae:5997.46875 [1408] validation_0-mae:4163.53174 validation_1-mae:5997.45703 [1409] validation_0-mae:4162.77100 validation_1-mae:5997.21533 [1410] validation_0-mae:4161.59766 validation_1-mae:5997.37207 [1411] validation_0-mae:4161.16992 validation_1-mae:5997.30762 [1412] validation_0-mae:4159.51416 validation_1-mae:5996.62353 [1413] validation_0-mae:4158.56641 validation_1-mae:5996.19287 [1414] validation_0-mae:4157.74463 validation_1-mae:5996.48242 [1415] validation_0-mae:4157.00147 validation_1-mae:5996.32617 [1416] validation_0-mae:4155.81738 validation_1-mae:5996.01318 [1417] validation_0-mae:4155.22217 validation_1-mae:5996.02588 [1418] validation_0-mae:4154.76367 validation_1-mae:5996.03906 [1419] validation_0-mae:4153.42188 validation_1-mae:5995.88135 [1420] validation_0-mae:4152.87012 validation_1-mae:5995.87695 [1421] validation_0-mae:4152.01611 validation_1-mae:5996.56934 [1422] validation_0-mae:4151.03467 validation_1-mae:5995.94824 [1423] validation_0-mae:4149.75195 validation_1-mae:5995.72705 [1424] validation_0-mae:4149.17139 validation_1-mae:5995.44287 [1425] validation_0-mae:4147.97998 validation_1-mae:5995.64893 [1426] validation_0-mae:4146.93066 validation_1-mae:5995.38916 [1427] validation_0-mae:4146.44482 validation_1-mae:5995.67725 [1428] validation_0-mae:4145.97607 validation_1-mae:5995.71094 [1429] validation_0-mae:4145.07812 validation_1-mae:5995.38916 [1430] validation_0-mae:4144.36279 validation_1-mae:5994.71728 [1431] validation_0-mae:4143.36719 validation_1-mae:5994.69189 [1432] validation_0-mae:4142.43164 validation_1-mae:5994.21338 [1433] validation_0-mae:4141.50439 validation_1-mae:5993.95068 [1434] validation_0-mae:4140.42480 validation_1-mae:5993.58984 [1435] validation_0-mae:4139.40283 validation_1-mae:5993.29932 [1436] validation_0-mae:4138.73730 validation_1-mae:5993.24707 [1437] validation_0-mae:4137.63770 validation_1-mae:5993.14355 [1438] validation_0-mae:4136.50049 validation_1-mae:5992.69092 [1439] validation_0-mae:4135.08789 validation_1-mae:5992.75342 [1440] validation_0-mae:4134.08545 validation_1-mae:5992.52295 [1441] validation_0-mae:4132.51074 validation_1-mae:5992.77490 [1442] validation_0-mae:4131.35107 validation_1-mae:5992.30762 [1443] validation_0-mae:4131.00977 validation_1-mae:5992.29883 [1444] validation_0-mae:4130.54541 validation_1-mae:5992.35645 [1445] validation_0-mae:4130.36328 validation_1-mae:5992.40039 [1446] validation_0-mae:4130.08691 validation_1-mae:5992.16748 [1447] validation_0-mae:4129.15478 validation_1-mae:5992.29834 [1448] validation_0-mae:4128.61572 validation_1-mae:5992.27051 [1449] validation_0-mae:4128.08838 validation_1-mae:5992.87353 [1450] validation_0-mae:4127.58301 validation_1-mae:5992.88232 [1451] validation_0-mae:4126.81397 validation_1-mae:5992.98291 [1452] validation_0-mae:4125.26807 validation_1-mae:5992.96924 [1453] validation_0-mae:4123.75244 validation_1-mae:5993.54150 [1454] validation_0-mae:4122.10791 validation_1-mae:5993.21289 [1455] validation_0-mae:4120.87402 validation_1-mae:5993.75293 [1456] validation_0-mae:4118.54004 validation_1-mae:5993.36475 [1457] validation_0-mae:4117.44873 validation_1-mae:5993.66895 [1458] validation_0-mae:4116.28662 validation_1-mae:5993.92578 [1459] validation_0-mae:4115.05762 validation_1-mae:5994.12793 [1460] validation_0-mae:4113.67334 validation_1-mae:5994.40430 [1461] validation_0-mae:4112.29980 validation_1-mae:5994.13525 [1462] validation_0-mae:4111.96777 validation_1-mae:5994.19336 [1463] validation_0-mae:4110.64062 validation_1-mae:5994.39111 [1464] validation_0-mae:4109.54102 validation_1-mae:5994.65967 [1465] validation_0-mae:4108.72022 validation_1-mae:5994.31641 [1466] validation_0-mae:4107.59717 validation_1-mae:5994.12109 [1467] validation_0-mae:4107.00293 validation_1-mae:5993.96533 [1468] validation_0-mae:4105.86475 validation_1-mae:5993.62793 [1469] validation_0-mae:4105.39795 validation_1-mae:5993.72754 [1470] validation_0-mae:4104.20312 validation_1-mae:5993.89258 [1471] validation_0-mae:4103.86475 validation_1-mae:5994.02539 [1472] validation_0-mae:4103.54688 validation_1-mae:5994.04346 [1473] validation_0-mae:4103.41797 validation_1-mae:5993.98926 [1474] validation_0-mae:4102.85645 validation_1-mae:5994.33740 [1475] validation_0-mae:4102.42578 validation_1-mae:5994.61426 [1476] validation_0-mae:4102.12109 validation_1-mae:5994.40674 [1477] validation_0-mae:4101.83350 validation_1-mae:5994.33740 [1478] validation_0-mae:4101.59375 validation_1-mae:5994.55469 [1479] validation_0-mae:4101.01416 validation_1-mae:5994.55469 [1480] validation_0-mae:4099.65283 validation_1-mae:5993.88965 [1481] validation_0-mae:4098.81934 validation_1-mae:5993.08594 [1482] validation_0-mae:4097.61865 validation_1-mae:5993.11865 [1483] validation_0-mae:4097.18311 validation_1-mae:5993.27100 [1484] validation_0-mae:4095.92481 validation_1-mae:5992.76123 [1485] validation_0-mae:4093.74609 validation_1-mae:5992.37598 [1486] validation_0-mae:4093.01074 validation_1-mae:5992.60352 [1487] validation_0-mae:4092.11719 validation_1-mae:5992.19727 [1488] validation_0-mae:4091.12036 validation_1-mae:5992.29834 [1489] validation_0-mae:4089.98047 validation_1-mae:5992.11230 [1490] validation_0-mae:4088.54175 validation_1-mae:5991.88086 [1491] validation_0-mae:4087.25952 validation_1-mae:5992.42529 [1492] validation_0-mae:4086.41455 validation_1-mae:5992.30811 [1493] validation_0-mae:4085.55762 validation_1-mae:5992.79590 [1494] validation_0-mae:4084.97778 validation_1-mae:5992.63818 [1495] validation_0-mae:4084.46020 validation_1-mae:5992.75342 [1496] validation_0-mae:4083.64429 validation_1-mae:5993.47217 [1497] validation_0-mae:4082.64014 validation_1-mae:5993.13379 [1498] validation_0-mae:4082.20630 validation_1-mae:5993.30664 [1499] validation_0-mae:4081.74170 validation_1-mae:5993.27539 [1500] validation_0-mae:4080.61841 validation_1-mae:5992.55225 [1501] validation_0-mae:4080.12866 validation_1-mae:5992.76172 [1502] validation_0-mae:4079.15454 validation_1-mae:5992.47266 [1503] validation_0-mae:4078.10107 validation_1-mae:5992.26025 [1504] validation_0-mae:4076.95703 validation_1-mae:5991.83008 [1505] validation_0-mae:4076.31958 validation_1-mae:5991.83545 [1506] validation_0-mae:4075.48438 validation_1-mae:5991.75830 [1507] validation_0-mae:4074.22021 validation_1-mae:5991.40918 [1508] validation_0-mae:4072.73438 validation_1-mae:5991.51514 [1509] validation_0-mae:4072.42920 validation_1-mae:5991.63037 [1510] validation_0-mae:4071.98755 validation_1-mae:5991.69092 [1511] validation_0-mae:4070.95850 validation_1-mae:5991.55664 [1512] validation_0-mae:4069.62231 validation_1-mae:5991.28564 [1513] validation_0-mae:4068.90088 validation_1-mae:5991.36914 [1514] validation_0-mae:4067.40381 validation_1-mae:5991.15869 [1515] validation_0-mae:4066.16089 validation_1-mae:5991.45361 [1516] validation_0-mae:4065.34204 validation_1-mae:5991.53564 [1517] validation_0-mae:4064.94775 validation_1-mae:5991.45361 [1518] validation_0-mae:4064.61328 validation_1-mae:5991.42578 [1519] validation_0-mae:4064.18066 validation_1-mae:5991.13965 [1520] validation_0-mae:4063.17871 validation_1-mae:5990.99805 [1521] validation_0-mae:4061.56226 validation_1-mae:5990.67090 [1522] validation_0-mae:4060.81128 validation_1-mae:5990.96045 [1523] validation_0-mae:4059.46533 validation_1-mae:5991.37500 [1524] validation_0-mae:4058.80347 validation_1-mae:5990.69531 [1525] validation_0-mae:4057.93994 validation_1-mae:5990.57715 [1526] validation_0-mae:4056.65894 validation_1-mae:5990.32617 [1527] validation_0-mae:4056.13623 validation_1-mae:5990.16455 [1528] validation_0-mae:4054.70825 validation_1-mae:5990.13428 [1529] validation_0-mae:4054.30029 validation_1-mae:5990.06592 [1530] validation_0-mae:4053.82959 validation_1-mae:5989.66211 [1531] validation_0-mae:4052.38794 validation_1-mae:5990.07275 [1532] validation_0-mae:4051.51514 validation_1-mae:5990.48486 [1533] validation_0-mae:4050.87524 validation_1-mae:5990.40674 [1534] validation_0-mae:4049.98486 validation_1-mae:5990.27148 [1535] validation_0-mae:4048.93213 validation_1-mae:5990.58203 [1536] validation_0-mae:4048.63208 validation_1-mae:5990.70801 [1537] validation_0-mae:4048.51172 validation_1-mae:5990.80176 [1538] validation_0-mae:4048.26880 validation_1-mae:5990.94824 [1539] validation_0-mae:4047.84937 validation_1-mae:5990.97754 [1540] validation_0-mae:4047.55225 validation_1-mae:5991.03076 [1541] validation_0-mae:4046.38477 validation_1-mae:5991.00049 [1542] validation_0-mae:4045.55103 validation_1-mae:5991.03369 [1543] validation_0-mae:4043.86890 validation_1-mae:5991.23389 [1544] validation_0-mae:4042.96411 validation_1-mae:5991.31299 [1545] validation_0-mae:4041.74902 validation_1-mae:5990.66113 [1546] validation_0-mae:4040.90723 validation_1-mae:5990.94531 [1547] validation_0-mae:4040.10059 validation_1-mae:5990.90772 [1548] validation_0-mae:4039.43140 validation_1-mae:5990.63818 [1549] validation_0-mae:4039.02661 validation_1-mae:5990.78516 [1550] validation_0-mae:4037.38989 validation_1-mae:5990.26514 [1551] validation_0-mae:4036.43604 validation_1-mae:5989.96045 [1552] validation_0-mae:4035.97461 validation_1-mae:5989.88574 [1553] validation_0-mae:4035.06958 validation_1-mae:5989.79932 [1554] validation_0-mae:4033.96558 validation_1-mae:5990.06885 [1555] validation_0-mae:4032.64624 validation_1-mae:5989.89453 [1556] validation_0-mae:4032.31396 validation_1-mae:5990.11670 [1557] validation_0-mae:4031.32080 validation_1-mae:5989.94580 [1558] validation_0-mae:4030.60498 validation_1-mae:5989.61621 [1559] validation_0-mae:4029.70532 validation_1-mae:5989.52002 [1560] validation_0-mae:4028.65552 validation_1-mae:5989.14014 [1561] validation_0-mae:4028.15137 validation_1-mae:5988.94189 [1562] validation_0-mae:4027.59961 validation_1-mae:5988.58252 [1563] validation_0-mae:4027.01001 validation_1-mae:5988.33789 [1564] validation_0-mae:4026.32080 validation_1-mae:5988.24902 [1565] validation_0-mae:4025.84814 validation_1-mae:5988.24902 [1566] validation_0-mae:4025.06812 validation_1-mae:5988.11279 [1567] validation_0-mae:4024.62061 validation_1-mae:5988.05029 [1568] validation_0-mae:4023.44067 validation_1-mae:5988.22022 [1569] validation_0-mae:4022.19580 validation_1-mae:5988.38477 [1570] validation_0-mae:4021.32446 validation_1-mae:5988.21240 [1571] validation_0-mae:4020.81641 validation_1-mae:5988.18799 [1572] validation_0-mae:4019.80957 validation_1-mae:5988.06934 [1573] validation_0-mae:4019.41968 validation_1-mae:5988.10693 [1574] validation_0-mae:4018.64526 validation_1-mae:5988.38623 [1575] validation_0-mae:4018.61475 validation_1-mae:5988.41309 [1576] validation_0-mae:4018.10474 validation_1-mae:5988.50928 [1577] validation_0-mae:4017.18066 validation_1-mae:5988.87891 [1578] validation_0-mae:4017.03931 validation_1-mae:5988.93115 [1579] validation_0-mae:4016.85693 validation_1-mae:5989.01123 [1580] validation_0-mae:4016.29565 validation_1-mae:5988.78125 [1581] validation_0-mae:4015.75659 validation_1-mae:5988.90039 [1582] validation_0-mae:4015.18286 validation_1-mae:5989.03857 [1583] validation_0-mae:4014.95117 validation_1-mae:5988.79883 [1584] validation_0-mae:4014.83813 validation_1-mae:5988.84668 [1585] validation_0-mae:4014.38525 validation_1-mae:5988.97900 [1586] validation_0-mae:4013.59058 validation_1-mae:5988.96973 [1587] validation_0-mae:4011.84692 validation_1-mae:5988.49414 [1588] validation_0-mae:4010.79419 validation_1-mae:5988.20898 [1589] validation_0-mae:4009.58618 validation_1-mae:5988.25488 [1590] validation_0-mae:4008.58130 validation_1-mae:5987.91113 [1591] validation_0-mae:4007.54614 validation_1-mae:5987.75732 [1592] validation_0-mae:4006.37476 validation_1-mae:5987.37988 [1593] validation_0-mae:4005.38892 validation_1-mae:5986.89844 [1594] validation_0-mae:4004.12671 validation_1-mae:5986.76318 [1595] validation_0-mae:4003.30371 validation_1-mae:5986.77734 [1596] validation_0-mae:4002.62769 validation_1-mae:5986.82617 [1597] validation_0-mae:4001.63721 validation_1-mae:5986.48047 [1598] validation_0-mae:4000.96045 validation_1-mae:5986.69580 [1599] validation_0-mae:3999.88525 validation_1-mae:5986.55273 [1600] validation_0-mae:3999.06543 validation_1-mae:5986.53906 [1601] validation_0-mae:3997.91162 validation_1-mae:5986.36133 [1602] validation_0-mae:3997.40112 validation_1-mae:5986.34766 [1603] validation_0-mae:3996.41211 validation_1-mae:5986.18408 [1604] validation_0-mae:3995.64624 validation_1-mae:5986.40332 [1605] validation_0-mae:3995.33301 validation_1-mae:5986.29248 [1606] validation_0-mae:3993.57397 validation_1-mae:5986.69678 [1607] validation_0-mae:3992.62451 validation_1-mae:5986.95947 [1608] validation_0-mae:3991.83691 validation_1-mae:5986.81348 [1609] validation_0-mae:3991.37744 validation_1-mae:5986.61816 [1610] validation_0-mae:3990.56323 validation_1-mae:5986.39990 [1611] validation_0-mae:3989.88184 validation_1-mae:5986.67871 [1612] validation_0-mae:3988.91772 validation_1-mae:5986.44922 [1613] validation_0-mae:3988.33081 validation_1-mae:5986.77637 [1614] validation_0-mae:3987.63965 validation_1-mae:5986.71240 [1615] validation_0-mae:3986.66724 validation_1-mae:5986.50635 [1616] validation_0-mae:3986.30444 validation_1-mae:5986.61816 [1617] validation_0-mae:3985.79346 validation_1-mae:5986.60107 [1618] validation_0-mae:3985.14111 validation_1-mae:5986.93848 [1619] validation_0-mae:3984.60327 validation_1-mae:5986.54297 [1620] validation_0-mae:3983.49756 validation_1-mae:5986.62549 [1621] validation_0-mae:3983.14404 validation_1-mae:5986.71436 [1622] validation_0-mae:3982.47803 validation_1-mae:5986.82520 [1623] validation_0-mae:3981.02759 validation_1-mae:5987.11865 [1624] validation_0-mae:3979.39087 validation_1-mae:5987.22754 [1625] validation_0-mae:3978.40088 validation_1-mae:5987.26025 [1626] validation_0-mae:3977.65234 validation_1-mae:5987.69092 [1627] validation_0-mae:3975.54639 validation_1-mae:5987.72314 [1628] validation_0-mae:3974.82031 validation_1-mae:5987.44434 [1629] validation_0-mae:3973.13477 validation_1-mae:5986.27393 [1630] validation_0-mae:3972.24219 validation_1-mae:5986.24561 [1631] validation_0-mae:3971.01440 validation_1-mae:5986.09473 [1632] validation_0-mae:3970.70312 validation_1-mae:5986.05811 [1633] validation_0-mae:3970.10718 validation_1-mae:5986.39404 [1634] validation_0-mae:3969.51929 validation_1-mae:5986.34863 [1635] validation_0-mae:3968.65698 validation_1-mae:5986.37500 [1636] validation_0-mae:3968.21533 validation_1-mae:5986.24561 [1637] validation_0-mae:3967.67969 validation_1-mae:5985.92773 [1638] validation_0-mae:3967.24854 validation_1-mae:5985.76318 [1639] validation_0-mae:3966.32959 validation_1-mae:5985.72656 [1640] validation_0-mae:3966.09985 validation_1-mae:5985.79297 [1641] validation_0-mae:3965.92481 validation_1-mae:5985.78857 [1642] validation_0-mae:3964.82764 validation_1-mae:5985.89404 [1643] validation_0-mae:3963.95117 validation_1-mae:5986.44189 [1644] validation_0-mae:3963.56641 validation_1-mae:5986.39111 [1645] validation_0-mae:3963.21143 validation_1-mae:5986.56787 [1646] validation_0-mae:3962.79150 validation_1-mae:5986.46973 [1647] validation_0-mae:3962.66626 validation_1-mae:5986.48682 [1648] validation_0-mae:3962.05884 validation_1-mae:5987.00000 [1649] validation_0-mae:3960.86670 validation_1-mae:5987.39844 [1650] validation_0-mae:3960.03784 validation_1-mae:5987.18115 [1651] validation_0-mae:3959.66504 validation_1-mae:5986.96240 [1652] validation_0-mae:3958.97314 validation_1-mae:5986.70020 [1653] validation_0-mae:3958.70435 validation_1-mae:5986.71875 [1654] validation_0-mae:3957.87280 validation_1-mae:5986.59228 [1655] validation_0-mae:3957.70483 validation_1-mae:5986.67578 [1656] validation_0-mae:3956.76782 validation_1-mae:5986.46924 [1657] validation_0-mae:3955.16968 validation_1-mae:5986.54102 [1658] validation_0-mae:3954.64673 validation_1-mae:5986.10156 [1659] validation_0-mae:3954.09155 validation_1-mae:5986.15576 [1660] validation_0-mae:3953.07422 validation_1-mae:5985.78174 [1661] validation_0-mae:3952.51611 validation_1-mae:5985.92529 [1662] validation_0-mae:3950.78174 validation_1-mae:5985.68066 [1663] validation_0-mae:3950.27930 validation_1-mae:5985.72412 [1664] validation_0-mae:3949.71265 validation_1-mae:5986.19434 [1665] validation_0-mae:3949.27905 validation_1-mae:5986.16260 [1666] validation_0-mae:3948.69556 validation_1-mae:5985.85107 [1667] validation_0-mae:3947.91602 validation_1-mae:5985.66113 [1668] validation_0-mae:3947.35474 validation_1-mae:5985.42139 [1669] validation_0-mae:3947.30200 validation_1-mae:5985.40478 [1670] validation_0-mae:3946.97437 validation_1-mae:5985.44238 [1671] validation_0-mae:3946.76001 validation_1-mae:5985.45410 [1672] validation_0-mae:3946.55640 validation_1-mae:5985.52295 [1673] validation_0-mae:3945.17749 validation_1-mae:5985.49316 [1674] validation_0-mae:3943.58520 validation_1-mae:5985.96777 [1675] validation_0-mae:3942.92578 validation_1-mae:5985.84277 [1676] validation_0-mae:3941.91333 validation_1-mae:5985.96143 [1677] validation_0-mae:3941.51196 validation_1-mae:5985.87402 [1678] validation_0-mae:3940.62988 validation_1-mae:5985.95117 [1679] validation_0-mae:3940.38745 validation_1-mae:5986.06445 [1680] validation_0-mae:3939.99878 validation_1-mae:5986.18994 [1681] validation_0-mae:3939.43262 validation_1-mae:5986.38135 [1682] validation_0-mae:3938.85327 validation_1-mae:5986.53955 [1683] validation_0-mae:3938.09888 validation_1-mae:5986.29395 [1684] validation_0-mae:3937.47192 validation_1-mae:5986.08301 [1685] validation_0-mae:3936.74951 validation_1-mae:5986.14209 [1686] validation_0-mae:3936.27490 validation_1-mae:5985.88086 [1687] validation_0-mae:3935.79028 validation_1-mae:5985.88232 [1688] validation_0-mae:3935.17188 validation_1-mae:5985.87988 [1689] validation_0-mae:3934.49756 validation_1-mae:5985.78662 [1690] validation_0-mae:3933.85156 validation_1-mae:5985.83057 [1691] validation_0-mae:3933.11670 validation_1-mae:5985.75244 [1692] validation_0-mae:3932.54053 validation_1-mae:5985.65869 [1693] validation_0-mae:3931.70190 validation_1-mae:5986.02148 [1694] validation_0-mae:3930.30713 validation_1-mae:5985.83594 [1695] validation_0-mae:3929.18384 validation_1-mae:5985.59522 [1696] validation_0-mae:3928.72266 validation_1-mae:5985.71045 [1697] validation_0-mae:3928.13672 validation_1-mae:5986.32275 [1698] validation_0-mae:3926.38794 validation_1-mae:5985.62793 [1699] validation_0-mae:3925.64966 validation_1-mae:5985.91260 Dropping: bezw [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.69336 [12] validation_0-mae:10304.22168 validation_1-mae:10106.78516 [13] validation_0-mae:9819.97461 validation_1-mae:9627.18359 [14] validation_0-mae:9418.90527 validation_1-mae:9236.65039 [15] validation_0-mae:9084.41894 validation_1-mae:8909.22266 [16] validation_0-mae:8802.76660 validation_1-mae:8637.81348 [17] validation_0-mae:8567.56836 validation_1-mae:8413.38184 [18] validation_0-mae:8374.73828 validation_1-mae:8225.20410 [19] validation_0-mae:8211.97070 validation_1-mae:8072.26514 [20] validation_0-mae:8069.25439 validation_1-mae:7941.12842 [21] validation_0-mae:7944.89600 validation_1-mae:7833.20898 [22] validation_0-mae:7846.75684 validation_1-mae:7747.04932 [23] validation_0-mae:7760.49268 validation_1-mae:7677.92041 [24] validation_0-mae:7676.77881 validation_1-mae:7599.57422 [25] validation_0-mae:7604.22461 validation_1-mae:7536.25342 [26] validation_0-mae:7548.76855 validation_1-mae:7489.46924 [27] validation_0-mae:7488.48926 validation_1-mae:7435.43897 [28] validation_0-mae:7439.25342 validation_1-mae:7394.34863 [29] validation_0-mae:7397.08154 validation_1-mae:7360.17676 [30] validation_0-mae:7361.37939 validation_1-mae:7329.54785 [31] validation_0-mae:7320.82324 validation_1-mae:7293.00781 [32] validation_0-mae:7292.41406 validation_1-mae:7275.54102 [33] validation_0-mae:7264.21240 validation_1-mae:7254.91113 [34] validation_0-mae:7233.89893 validation_1-mae:7234.95264 [35] validation_0-mae:7202.42920 validation_1-mae:7210.08008 [36] validation_0-mae:7185.20361 validation_1-mae:7196.66553 [37] validation_0-mae:7167.49853 validation_1-mae:7186.65039 [38] validation_0-mae:7142.06152 validation_1-mae:7165.15137 [39] validation_0-mae:7120.69287 validation_1-mae:7147.96484 [40] validation_0-mae:7102.86865 validation_1-mae:7137.59668 [41] validation_0-mae:7086.70312 validation_1-mae:7125.20264 [42] validation_0-mae:7069.58447 validation_1-mae:7114.46045 [43] validation_0-mae:7049.53027 validation_1-mae:7100.65137 [44] validation_0-mae:7037.13135 validation_1-mae:7089.97070 [45] validation_0-mae:7011.87891 validation_1-mae:7069.52734 [46] validation_0-mae:6988.43945 validation_1-mae:7049.72754 [47] validation_0-mae:6972.56152 validation_1-mae:7041.66016 [48] validation_0-mae:6947.87549 validation_1-mae:7023.19189 [49] validation_0-mae:6933.69238 validation_1-mae:7013.14160 [50] validation_0-mae:6915.77148 validation_1-mae:7000.21240 [51] validation_0-mae:6900.55615 validation_1-mae:6987.76416 [52] validation_0-mae:6889.27148 validation_1-mae:6981.97803 [53] validation_0-mae:6875.39160 validation_1-mae:6972.37061 [54] validation_0-mae:6865.36963 validation_1-mae:6968.19336 [55] validation_0-mae:6847.73633 validation_1-mae:6952.56348 [56] validation_0-mae:6831.06250 validation_1-mae:6938.13867 [57] validation_0-mae:6822.33252 validation_1-mae:6934.00586 [58] validation_0-mae:6810.88574 validation_1-mae:6923.51562 [59] validation_0-mae:6795.66113 validation_1-mae:6910.17383 [60] validation_0-mae:6783.38623 validation_1-mae:6899.68359 [61] validation_0-mae:6770.12353 validation_1-mae:6891.47168 [62] validation_0-mae:6758.69922 validation_1-mae:6881.79004 [63] validation_0-mae:6745.79736 validation_1-mae:6870.40576 [64] validation_0-mae:6735.05664 validation_1-mae:6862.96680 [65] validation_0-mae:6720.97022 validation_1-mae:6854.88525 [66] validation_0-mae:6707.59766 validation_1-mae:6844.84180 [67] validation_0-mae:6697.44971 validation_1-mae:6836.84863 [68] validation_0-mae:6681.71289 validation_1-mae:6824.17480 [69] validation_0-mae:6674.26904 validation_1-mae:6821.09522 [70] validation_0-mae:6661.05762 validation_1-mae:6811.65967 [71] validation_0-mae:6648.99853 validation_1-mae:6801.69482 [72] validation_0-mae:6638.93262 validation_1-mae:6794.60059 [73] validation_0-mae:6625.05029 validation_1-mae:6781.19043 [74] validation_0-mae:6616.62842 validation_1-mae:6776.74805 [75] validation_0-mae:6610.62012 validation_1-mae:6772.38770 [76] validation_0-mae:6603.80420 validation_1-mae:6766.22510 [77] validation_0-mae:6596.43213 validation_1-mae:6760.49414 [78] validation_0-mae:6586.54492 validation_1-mae:6753.56494 [79] validation_0-mae:6568.51367 validation_1-mae:6740.16504 [80] validation_0-mae:6559.98779 validation_1-mae:6731.83594 [81] validation_0-mae:6554.15430 validation_1-mae:6728.80908 [82] validation_0-mae:6549.21728 validation_1-mae:6725.94385 [83] validation_0-mae:6538.87939 validation_1-mae:6716.91602 [84] validation_0-mae:6527.83887 validation_1-mae:6709.50098 [85] validation_0-mae:6517.57812 validation_1-mae:6701.53223 [86] validation_0-mae:6507.20898 validation_1-mae:6692.41797 [87] validation_0-mae:6496.59570 validation_1-mae:6683.50488 [88] validation_0-mae:6488.79590 validation_1-mae:6677.77393 [89] validation_0-mae:6481.42139 validation_1-mae:6673.58789 [90] validation_0-mae:6472.62939 validation_1-mae:6667.19531 [91] validation_0-mae:6465.73633 validation_1-mae:6661.45752 [92] validation_0-mae:6458.00098 validation_1-mae:6657.93945 [93] validation_0-mae:6449.31445 validation_1-mae:6652.85205 [94] validation_0-mae:6443.06152 validation_1-mae:6649.96533 [95] validation_0-mae:6436.89844 validation_1-mae:6646.44482 [96] validation_0-mae:6431.31201 validation_1-mae:6642.65234 [97] validation_0-mae:6421.96191 validation_1-mae:6634.50928 [98] validation_0-mae:6415.33252 validation_1-mae:6629.03320 [99] validation_0-mae:6409.21582 validation_1-mae:6626.80518 [100] validation_0-mae:6402.19092 validation_1-mae:6622.01221 [101] validation_0-mae:6395.65039 validation_1-mae:6617.73730 [102] validation_0-mae:6386.35938 validation_1-mae:6611.49219 [103] validation_0-mae:6383.38184 validation_1-mae:6609.52832 [104] validation_0-mae:6376.19629 validation_1-mae:6605.02588 [105] validation_0-mae:6371.24121 validation_1-mae:6600.77148 [106] validation_0-mae:6366.02441 validation_1-mae:6596.92725 [107] validation_0-mae:6362.04639 validation_1-mae:6593.99316 [108] validation_0-mae:6357.28027 validation_1-mae:6592.02539 [109] validation_0-mae:6351.42969 validation_1-mae:6589.20850 [110] validation_0-mae:6345.66895 validation_1-mae:6588.45361 [111] validation_0-mae:6340.23438 validation_1-mae:6585.78418 [112] validation_0-mae:6336.22803 validation_1-mae:6583.59668 [113] validation_0-mae:6331.59717 validation_1-mae:6579.83545 [114] validation_0-mae:6325.56445 validation_1-mae:6576.08936 [115] validation_0-mae:6322.28809 validation_1-mae:6575.49609 [116] validation_0-mae:6313.50391 validation_1-mae:6570.14893 [117] validation_0-mae:6307.76855 validation_1-mae:6566.53760 [118] validation_0-mae:6303.23291 validation_1-mae:6563.22803 [119] validation_0-mae:6296.76465 validation_1-mae:6559.87061 [120] validation_0-mae:6291.30762 validation_1-mae:6556.08887 [121] validation_0-mae:6286.13281 validation_1-mae:6552.88770 [122] validation_0-mae:6281.77539 validation_1-mae:6548.31397 [123] validation_0-mae:6274.07861 validation_1-mae:6543.22998 [124] validation_0-mae:6266.92188 validation_1-mae:6538.15918 [125] validation_0-mae:6262.43311 validation_1-mae:6536.42139 [126] validation_0-mae:6254.81543 validation_1-mae:6529.60645 [127] validation_0-mae:6250.10400 validation_1-mae:6526.11523 [128] validation_0-mae:6245.46973 validation_1-mae:6521.45996 [129] validation_0-mae:6236.69043 validation_1-mae:6513.97022 [130] validation_0-mae:6229.07959 validation_1-mae:6507.90674 [131] validation_0-mae:6225.77393 validation_1-mae:6505.61865 [132] validation_0-mae:6220.54688 validation_1-mae:6504.56934 [133] validation_0-mae:6216.34522 validation_1-mae:6503.71387 [134] validation_0-mae:6212.56055 validation_1-mae:6501.77148 [135] validation_0-mae:6208.60352 validation_1-mae:6500.56445 [136] validation_0-mae:6202.61816 validation_1-mae:6498.04199 [137] validation_0-mae:6198.72217 validation_1-mae:6495.37793 [138] validation_0-mae:6194.25684 validation_1-mae:6492.53223 [139] validation_0-mae:6189.80420 validation_1-mae:6488.27881 [140] validation_0-mae:6185.55664 validation_1-mae:6486.64941 [141] validation_0-mae:6180.57959 validation_1-mae:6483.76123 [142] validation_0-mae:6179.09912 validation_1-mae:6482.14600 [143] validation_0-mae:6174.94141 validation_1-mae:6480.28516 [144] validation_0-mae:6169.47998 validation_1-mae:6478.75830 [145] validation_0-mae:6164.32715 validation_1-mae:6474.95898 [146] validation_0-mae:6161.46094 validation_1-mae:6475.24316 [147] validation_0-mae:6159.31641 validation_1-mae:6473.54834 [148] validation_0-mae:6154.16895 validation_1-mae:6471.05078 [149] validation_0-mae:6144.07080 validation_1-mae:6463.38037 [150] validation_0-mae:6139.60107 validation_1-mae:6461.88232 [151] validation_0-mae:6135.38135 validation_1-mae:6460.23779 [152] validation_0-mae:6132.43945 validation_1-mae:6457.59766 [153] validation_0-mae:6128.51709 validation_1-mae:6457.50293 [154] validation_0-mae:6122.01123 validation_1-mae:6454.11768 [155] validation_0-mae:6118.36572 validation_1-mae:6451.79736 [156] validation_0-mae:6115.35059 validation_1-mae:6449.88477 [157] validation_0-mae:6113.73145 validation_1-mae:6448.95020 [158] validation_0-mae:6103.88037 validation_1-mae:6443.88281 [159] validation_0-mae:6096.78027 validation_1-mae:6440.34424 [160] validation_0-mae:6092.60205 validation_1-mae:6438.77832 [161] validation_0-mae:6088.33154 validation_1-mae:6436.76025 [162] validation_0-mae:6085.29150 validation_1-mae:6435.08105 [163] validation_0-mae:6083.09326 validation_1-mae:6433.45996 [164] validation_0-mae:6080.52686 validation_1-mae:6432.93359 [165] validation_0-mae:6076.42529 validation_1-mae:6431.81006 [166] validation_0-mae:6071.10107 validation_1-mae:6428.57959 [167] validation_0-mae:6067.82568 validation_1-mae:6427.18115 [168] validation_0-mae:6064.98145 validation_1-mae:6425.76416 [169] validation_0-mae:6062.64258 validation_1-mae:6424.67920 [170] validation_0-mae:6058.41846 validation_1-mae:6422.37549 [171] validation_0-mae:6056.03320 validation_1-mae:6421.63916 [172] validation_0-mae:6053.73730 validation_1-mae:6419.73975 [173] validation_0-mae:6050.96045 validation_1-mae:6418.27393 [174] validation_0-mae:6047.82227 validation_1-mae:6416.64600 [175] validation_0-mae:6043.90918 validation_1-mae:6415.13477 [176] validation_0-mae:6040.53662 validation_1-mae:6412.64404 [177] validation_0-mae:6036.69580 validation_1-mae:6410.56738 [178] validation_0-mae:6033.45215 validation_1-mae:6408.51514 [179] validation_0-mae:6030.86230 validation_1-mae:6407.80176 [180] validation_0-mae:6029.12500 validation_1-mae:6407.48633 [181] validation_0-mae:6027.69727 validation_1-mae:6406.30420 [182] validation_0-mae:6023.56445 validation_1-mae:6404.70557 [183] validation_0-mae:6020.12695 validation_1-mae:6403.31445 [184] validation_0-mae:6016.17432 validation_1-mae:6401.66455 [185] validation_0-mae:6014.93066 validation_1-mae:6401.18799 [186] validation_0-mae:6012.23291 validation_1-mae:6399.37158 [187] validation_0-mae:6006.80615 validation_1-mae:6395.55908 [188] validation_0-mae:6003.00342 validation_1-mae:6394.53516 [189] validation_0-mae:5997.33740 validation_1-mae:6390.39746 [190] validation_0-mae:5992.70215 validation_1-mae:6388.36914 [191] validation_0-mae:5987.80518 validation_1-mae:6384.96680 [192] validation_0-mae:5985.75879 validation_1-mae:6384.04004 [193] validation_0-mae:5983.69775 validation_1-mae:6383.90332 [194] validation_0-mae:5981.66895 validation_1-mae:6382.26367 [195] validation_0-mae:5978.54395 validation_1-mae:6380.39258 [196] validation_0-mae:5973.31641 validation_1-mae:6377.48682 [197] validation_0-mae:5967.95410 validation_1-mae:6374.95557 [198] validation_0-mae:5966.08105 validation_1-mae:6374.26709 [199] validation_0-mae:5964.55664 validation_1-mae:6373.32910 [200] validation_0-mae:5962.80322 validation_1-mae:6373.34082 [201] validation_0-mae:5960.17139 validation_1-mae:6372.49170 [202] validation_0-mae:5954.65869 validation_1-mae:6371.97900 [203] validation_0-mae:5950.49707 validation_1-mae:6369.10449 [204] validation_0-mae:5942.59619 validation_1-mae:6364.03809 [205] validation_0-mae:5939.12793 validation_1-mae:6363.40869 [206] validation_0-mae:5935.19238 validation_1-mae:6361.66797 [207] validation_0-mae:5934.08838 validation_1-mae:6361.46582 [208] validation_0-mae:5931.05859 validation_1-mae:6360.87305 [209] validation_0-mae:5927.23535 validation_1-mae:6358.10400 [210] validation_0-mae:5924.84082 validation_1-mae:6357.10840 [211] validation_0-mae:5921.31397 validation_1-mae:6356.61426 [212] validation_0-mae:5919.28369 validation_1-mae:6354.96728 [213] validation_0-mae:5917.11768 validation_1-mae:6354.35010 [214] validation_0-mae:5915.93799 validation_1-mae:6353.87695 [215] validation_0-mae:5912.03760 validation_1-mae:6350.92627 [216] validation_0-mae:5909.88330 validation_1-mae:6350.93603 [217] validation_0-mae:5908.09522 validation_1-mae:6350.07910 [218] validation_0-mae:5904.16797 validation_1-mae:6348.80713 [219] validation_0-mae:5901.57520 validation_1-mae:6348.26367 [220] validation_0-mae:5896.48828 validation_1-mae:6344.39258 [221] validation_0-mae:5893.08105 validation_1-mae:6342.50684 [222] validation_0-mae:5889.28418 validation_1-mae:6339.35156 [223] validation_0-mae:5886.73975 validation_1-mae:6337.67969 [224] validation_0-mae:5884.02978 validation_1-mae:6337.04297 [225] validation_0-mae:5882.29980 validation_1-mae:6337.00195 [226] validation_0-mae:5879.80371 validation_1-mae:6335.46826 [227] validation_0-mae:5877.71338 validation_1-mae:6333.75000 [228] validation_0-mae:5871.91553 validation_1-mae:6328.86963 [229] validation_0-mae:5869.38037 validation_1-mae:6327.99658 [230] validation_0-mae:5868.97852 validation_1-mae:6327.81250 [231] validation_0-mae:5865.07812 validation_1-mae:6325.80127 [232] validation_0-mae:5858.15430 validation_1-mae:6323.78174 [233] validation_0-mae:5855.26562 validation_1-mae:6323.01270 [234] validation_0-mae:5852.62842 validation_1-mae:6321.13867 [235] validation_0-mae:5849.55957 validation_1-mae:6320.65137 [236] validation_0-mae:5846.44238 validation_1-mae:6321.23193 [237] validation_0-mae:5844.48438 validation_1-mae:6320.86475 [238] validation_0-mae:5842.62353 validation_1-mae:6320.02100 [239] validation_0-mae:5836.97803 validation_1-mae:6317.53076 [240] validation_0-mae:5829.89990 validation_1-mae:6313.77197 [241] validation_0-mae:5826.21533 validation_1-mae:6310.69971 [242] validation_0-mae:5822.50244 validation_1-mae:6309.38184 [243] validation_0-mae:5820.36963 validation_1-mae:6309.39746 [244] validation_0-mae:5817.82227 validation_1-mae:6308.66016 [245] validation_0-mae:5815.57520 validation_1-mae:6307.62353 [246] validation_0-mae:5813.86035 validation_1-mae:6306.99268 [247] validation_0-mae:5813.10986 validation_1-mae:6306.40967 [248] validation_0-mae:5808.29443 validation_1-mae:6305.10693 [249] validation_0-mae:5806.26465 validation_1-mae:6305.46338 [250] validation_0-mae:5802.27686 validation_1-mae:6304.35352 [251] validation_0-mae:5797.54883 validation_1-mae:6302.35986 [252] validation_0-mae:5795.27930 validation_1-mae:6301.27246 [253] validation_0-mae:5790.54346 validation_1-mae:6298.35986 [254] validation_0-mae:5787.04053 validation_1-mae:6296.29590 [255] validation_0-mae:5782.51270 validation_1-mae:6293.71826 [256] validation_0-mae:5779.07227 validation_1-mae:6291.48975 [257] validation_0-mae:5776.61816 validation_1-mae:6290.83643 [258] validation_0-mae:5774.43750 validation_1-mae:6288.65723 [259] validation_0-mae:5772.53320 validation_1-mae:6287.94434 [260] validation_0-mae:5770.77881 validation_1-mae:6288.04053 [261] validation_0-mae:5765.29980 validation_1-mae:6284.23926 [262] validation_0-mae:5764.17236 validation_1-mae:6283.78076 [263] validation_0-mae:5762.00488 validation_1-mae:6283.53516 [264] validation_0-mae:5759.98340 validation_1-mae:6282.64600 [265] validation_0-mae:5759.12061 validation_1-mae:6281.99268 [266] validation_0-mae:5755.78223 validation_1-mae:6280.75977 [267] validation_0-mae:5754.19971 validation_1-mae:6280.17334 [268] validation_0-mae:5751.98633 validation_1-mae:6279.35840 [269] validation_0-mae:5748.65430 validation_1-mae:6277.46191 [270] validation_0-mae:5743.17920 validation_1-mae:6274.23047 [271] validation_0-mae:5741.12353 validation_1-mae:6273.76514 [272] validation_0-mae:5736.99023 validation_1-mae:6270.95508 [273] validation_0-mae:5733.23779 validation_1-mae:6270.65869 [274] validation_0-mae:5731.56348 validation_1-mae:6270.76270 [275] validation_0-mae:5726.78125 validation_1-mae:6268.52441 [276] validation_0-mae:5725.74561 validation_1-mae:6268.41211 [277] validation_0-mae:5719.97607 validation_1-mae:6265.71973 [278] validation_0-mae:5717.55420 validation_1-mae:6265.23047 [279] validation_0-mae:5714.34912 validation_1-mae:6263.39160 [280] validation_0-mae:5712.55127 validation_1-mae:6262.79199 [281] validation_0-mae:5709.97022 validation_1-mae:6261.88232 [282] validation_0-mae:5706.77978 validation_1-mae:6260.60205 [283] validation_0-mae:5705.61914 validation_1-mae:6260.23047 [284] validation_0-mae:5702.73877 validation_1-mae:6259.45264 [285] validation_0-mae:5700.55518 validation_1-mae:6258.78125 [286] validation_0-mae:5699.33496 validation_1-mae:6258.08936 [287] validation_0-mae:5696.57324 validation_1-mae:6257.83984 [288] validation_0-mae:5689.61475 validation_1-mae:6253.99756 [289] validation_0-mae:5687.49902 validation_1-mae:6252.72217 [290] validation_0-mae:5682.78711 validation_1-mae:6249.95068 [291] validation_0-mae:5679.17334 validation_1-mae:6248.79248 [292] validation_0-mae:5676.99365 validation_1-mae:6248.08398 [293] validation_0-mae:5674.82715 validation_1-mae:6248.49365 [294] validation_0-mae:5673.26660 validation_1-mae:6247.09717 [295] validation_0-mae:5671.12305 validation_1-mae:6245.78662 [296] validation_0-mae:5668.08301 validation_1-mae:6244.50488 [297] validation_0-mae:5667.65772 validation_1-mae:6244.53272 [298] validation_0-mae:5664.30615 validation_1-mae:6244.30957 [299] validation_0-mae:5663.48633 validation_1-mae:6244.65430 [300] validation_0-mae:5661.61670 validation_1-mae:6244.66455 [301] validation_0-mae:5658.97607 validation_1-mae:6244.71582 [302] validation_0-mae:5657.35303 validation_1-mae:6244.23047 [303] validation_0-mae:5655.24951 validation_1-mae:6243.07031 [304] validation_0-mae:5653.20020 validation_1-mae:6242.59619 [305] validation_0-mae:5650.52344 validation_1-mae:6242.41895 [306] validation_0-mae:5649.17773 validation_1-mae:6241.65332 [307] validation_0-mae:5646.99658 validation_1-mae:6240.75879 [308] validation_0-mae:5646.35205 validation_1-mae:6239.98047 [309] validation_0-mae:5644.82959 validation_1-mae:6239.25830 [310] validation_0-mae:5642.85645 validation_1-mae:6238.39502 [311] validation_0-mae:5639.71533 validation_1-mae:6235.88477 [312] validation_0-mae:5636.47266 validation_1-mae:6234.56689 [313] validation_0-mae:5634.42822 validation_1-mae:6233.97022 [314] validation_0-mae:5633.49023 validation_1-mae:6233.78809 [315] validation_0-mae:5631.59033 validation_1-mae:6233.42139 [316] validation_0-mae:5626.91943 validation_1-mae:6230.90869 [317] validation_0-mae:5624.64355 validation_1-mae:6230.14111 [318] validation_0-mae:5619.70605 validation_1-mae:6227.25342 [319] validation_0-mae:5616.36475 validation_1-mae:6224.60205 [320] validation_0-mae:5611.46143 validation_1-mae:6220.95459 [321] validation_0-mae:5609.34131 validation_1-mae:6218.91602 [322] validation_0-mae:5608.19629 validation_1-mae:6218.87793 [323] validation_0-mae:5605.55273 validation_1-mae:6218.09668 [324] validation_0-mae:5601.71143 validation_1-mae:6216.15674 [325] validation_0-mae:5598.78662 validation_1-mae:6215.29639 [326] validation_0-mae:5597.07422 validation_1-mae:6214.66455 [327] validation_0-mae:5596.86621 validation_1-mae:6214.73242 [328] validation_0-mae:5592.98242 validation_1-mae:6213.91553 [329] validation_0-mae:5592.23193 validation_1-mae:6213.52930 [330] validation_0-mae:5590.45996 validation_1-mae:6213.12647 [331] validation_0-mae:5587.05029 validation_1-mae:6211.07227 [332] validation_0-mae:5583.78711 validation_1-mae:6208.75928 [333] validation_0-mae:5581.50293 validation_1-mae:6208.00586 [334] validation_0-mae:5580.07910 validation_1-mae:6207.68066 [335] validation_0-mae:5578.31152 validation_1-mae:6207.41162 [336] validation_0-mae:5576.43897 validation_1-mae:6207.22217 [337] validation_0-mae:5575.61084 validation_1-mae:6207.33398 [338] validation_0-mae:5573.53613 validation_1-mae:6207.15478 [339] validation_0-mae:5570.91846 validation_1-mae:6206.48535 [340] validation_0-mae:5565.91992 validation_1-mae:6205.22803 [341] validation_0-mae:5565.11035 validation_1-mae:6205.38184 [342] validation_0-mae:5562.46094 validation_1-mae:6205.74951 [343] validation_0-mae:5559.71680 validation_1-mae:6204.79883 [344] validation_0-mae:5556.68603 validation_1-mae:6204.58887 [345] validation_0-mae:5555.49951 validation_1-mae:6204.09473 [346] validation_0-mae:5552.57471 validation_1-mae:6204.31787 [347] validation_0-mae:5549.01416 validation_1-mae:6202.16211 [348] validation_0-mae:5546.98535 validation_1-mae:6201.43603 [349] validation_0-mae:5544.60693 validation_1-mae:6201.02637 [350] validation_0-mae:5542.49853 validation_1-mae:6199.80811 [351] validation_0-mae:5540.15186 validation_1-mae:6199.34228 [352] validation_0-mae:5539.05273 validation_1-mae:6198.77832 [353] validation_0-mae:5535.66797 validation_1-mae:6197.89160 [354] validation_0-mae:5532.81006 validation_1-mae:6196.19238 [355] validation_0-mae:5528.81250 validation_1-mae:6193.70215 [356] validation_0-mae:5527.53027 validation_1-mae:6193.86328 [357] validation_0-mae:5526.53857 validation_1-mae:6193.52148 [358] validation_0-mae:5524.31738 validation_1-mae:6191.76758 [359] validation_0-mae:5517.94092 validation_1-mae:6187.08594 [360] validation_0-mae:5516.83252 validation_1-mae:6187.24951 [361] validation_0-mae:5515.24316 validation_1-mae:6187.21484 [362] validation_0-mae:5513.42383 validation_1-mae:6186.66553 [363] validation_0-mae:5509.37158 validation_1-mae:6185.08447 [364] validation_0-mae:5506.99512 validation_1-mae:6184.89795 [365] validation_0-mae:5503.95117 validation_1-mae:6184.15039 [366] validation_0-mae:5500.67773 validation_1-mae:6182.96826 [367] validation_0-mae:5498.98730 validation_1-mae:6181.80029 [368] validation_0-mae:5497.53711 validation_1-mae:6182.10791 [369] validation_0-mae:5496.49170 validation_1-mae:6181.58496 [370] validation_0-mae:5493.30078 validation_1-mae:6179.89551 [371] validation_0-mae:5492.66602 validation_1-mae:6179.83643 [372] validation_0-mae:5490.20752 validation_1-mae:6178.64014 [373] validation_0-mae:5489.24170 validation_1-mae:6178.08691 [374] validation_0-mae:5486.24902 validation_1-mae:6176.18555 [375] validation_0-mae:5484.06299 validation_1-mae:6175.81006 [376] validation_0-mae:5482.74219 validation_1-mae:6175.49365 [377] validation_0-mae:5481.63916 validation_1-mae:6175.21143 [378] validation_0-mae:5479.91895 validation_1-mae:6174.86182 [379] validation_0-mae:5478.14648 validation_1-mae:6174.68603 [380] validation_0-mae:5477.10889 validation_1-mae:6174.52686 [381] validation_0-mae:5475.05566 validation_1-mae:6173.47803 [382] validation_0-mae:5473.61572 validation_1-mae:6173.68701 [383] validation_0-mae:5472.91895 validation_1-mae:6173.99219 [384] validation_0-mae:5469.40674 validation_1-mae:6172.53418 [385] validation_0-mae:5466.00439 validation_1-mae:6170.87158 [386] validation_0-mae:5464.85889 validation_1-mae:6170.42920 [387] validation_0-mae:5463.78369 validation_1-mae:6170.63867 [388] validation_0-mae:5462.72022 validation_1-mae:6170.20947 [389] validation_0-mae:5460.01318 validation_1-mae:6168.38281 [390] validation_0-mae:5457.22070 validation_1-mae:6167.85596 [391] validation_0-mae:5453.68945 validation_1-mae:6166.97168 [392] validation_0-mae:5453.09375 validation_1-mae:6166.80420 [393] validation_0-mae:5452.00830 validation_1-mae:6167.05615 [394] validation_0-mae:5450.24609 validation_1-mae:6166.06152 [395] validation_0-mae:5449.14404 validation_1-mae:6165.84863 [396] validation_0-mae:5448.70117 validation_1-mae:6166.05762 [397] validation_0-mae:5447.60107 validation_1-mae:6166.22412 [398] validation_0-mae:5445.65674 validation_1-mae:6165.34082 [399] validation_0-mae:5442.62061 validation_1-mae:6164.14307 [400] validation_0-mae:5441.55518 validation_1-mae:6164.12695 [401] validation_0-mae:5440.02881 validation_1-mae:6163.98535 [402] validation_0-mae:5437.24219 validation_1-mae:6163.22363 [403] validation_0-mae:5435.32861 validation_1-mae:6163.08936 [404] validation_0-mae:5433.38965 validation_1-mae:6162.29834 [405] validation_0-mae:5431.28906 validation_1-mae:6162.09961 [406] validation_0-mae:5430.63330 validation_1-mae:6161.86914 [407] validation_0-mae:5429.02100 validation_1-mae:6161.58594 [408] validation_0-mae:5427.08545 validation_1-mae:6161.70996 [409] validation_0-mae:5425.93359 validation_1-mae:6161.52393 [410] validation_0-mae:5424.42090 validation_1-mae:6162.46582 [411] validation_0-mae:5423.59424 validation_1-mae:6162.61475 [412] validation_0-mae:5421.06934 validation_1-mae:6161.30908 [413] validation_0-mae:5419.77197 validation_1-mae:6160.91797 [414] validation_0-mae:5417.71924 validation_1-mae:6160.28467 [415] validation_0-mae:5415.52832 validation_1-mae:6159.88525 [416] validation_0-mae:5413.64014 validation_1-mae:6159.49951 [417] validation_0-mae:5410.72022 validation_1-mae:6157.92529 [418] validation_0-mae:5409.81006 validation_1-mae:6157.37353 [419] validation_0-mae:5407.94238 validation_1-mae:6157.20459 [420] validation_0-mae:5405.28760 validation_1-mae:6156.79883 [421] validation_0-mae:5402.98193 validation_1-mae:6156.31641 [422] validation_0-mae:5401.50244 validation_1-mae:6155.66211 [423] validation_0-mae:5397.10205 validation_1-mae:6154.34961 [424] validation_0-mae:5395.46728 validation_1-mae:6154.55957 [425] validation_0-mae:5392.92627 validation_1-mae:6153.38965 [426] validation_0-mae:5391.95361 validation_1-mae:6153.22363 [427] validation_0-mae:5390.44873 validation_1-mae:6153.00195 [428] validation_0-mae:5389.08496 validation_1-mae:6152.41162 [429] validation_0-mae:5386.30469 validation_1-mae:6151.61035 [430] validation_0-mae:5384.63330 validation_1-mae:6152.47559 [431] validation_0-mae:5383.11768 validation_1-mae:6151.77393 [432] validation_0-mae:5381.14258 validation_1-mae:6151.30762 [433] validation_0-mae:5380.28076 validation_1-mae:6151.82910 [434] validation_0-mae:5379.46631 validation_1-mae:6151.85107 [435] validation_0-mae:5379.19922 validation_1-mae:6151.95703 [436] validation_0-mae:5376.69238 validation_1-mae:6151.80176 [437] validation_0-mae:5374.12256 validation_1-mae:6150.55322 [438] validation_0-mae:5372.24609 validation_1-mae:6149.78906 [439] validation_0-mae:5370.35449 validation_1-mae:6149.20947 [440] validation_0-mae:5367.96094 validation_1-mae:6147.91211 [441] validation_0-mae:5365.74414 validation_1-mae:6147.84814 [442] validation_0-mae:5363.66113 validation_1-mae:6147.08594 [443] validation_0-mae:5361.93652 validation_1-mae:6146.96045 [444] validation_0-mae:5360.78369 validation_1-mae:6146.85889 [445] validation_0-mae:5357.32812 validation_1-mae:6145.01270 [446] validation_0-mae:5356.13232 validation_1-mae:6144.96484 [447] validation_0-mae:5353.98047 validation_1-mae:6144.09814 [448] validation_0-mae:5352.12305 validation_1-mae:6142.92383 [449] validation_0-mae:5348.85840 validation_1-mae:6140.32080 [450] validation_0-mae:5346.68701 validation_1-mae:6139.77002 [451] validation_0-mae:5346.14258 validation_1-mae:6139.41357 [452] validation_0-mae:5344.00391 validation_1-mae:6137.86182 [453] validation_0-mae:5343.11328 validation_1-mae:6138.03760 [454] validation_0-mae:5340.76367 validation_1-mae:6138.33105 [455] validation_0-mae:5339.42139 validation_1-mae:6137.97559 [456] validation_0-mae:5337.02100 validation_1-mae:6137.48584 [457] validation_0-mae:5336.30078 validation_1-mae:6137.10254 [458] validation_0-mae:5334.36133 validation_1-mae:6137.00439 [459] validation_0-mae:5332.02930 validation_1-mae:6135.95557 [460] validation_0-mae:5330.41748 validation_1-mae:6135.85010 [461] validation_0-mae:5329.26172 validation_1-mae:6135.90137 [462] validation_0-mae:5327.50000 validation_1-mae:6135.61328 [463] validation_0-mae:5325.95898 validation_1-mae:6135.25684 [464] validation_0-mae:5324.29932 validation_1-mae:6135.06299 [465] validation_0-mae:5322.58057 validation_1-mae:6134.54443 [466] validation_0-mae:5318.10840 validation_1-mae:6134.11670 [467] validation_0-mae:5316.17920 validation_1-mae:6133.13574 [468] validation_0-mae:5315.31250 validation_1-mae:6132.85107 [469] validation_0-mae:5313.96973 validation_1-mae:6132.50732 [470] validation_0-mae:5312.41748 validation_1-mae:6132.18603 [471] validation_0-mae:5310.59668 validation_1-mae:6131.99365 [472] validation_0-mae:5309.52441 validation_1-mae:6131.99707 [473] validation_0-mae:5306.97217 validation_1-mae:6131.16699 [474] validation_0-mae:5305.97754 validation_1-mae:6130.55957 [475] validation_0-mae:5305.47754 validation_1-mae:6130.38770 [476] validation_0-mae:5302.49316 validation_1-mae:6129.55908 [477] validation_0-mae:5300.23047 validation_1-mae:6129.76953 [478] validation_0-mae:5297.36279 validation_1-mae:6129.18408 [479] validation_0-mae:5295.81836 validation_1-mae:6129.26611 [480] validation_0-mae:5294.32373 validation_1-mae:6128.78564 [481] validation_0-mae:5291.95264 validation_1-mae:6128.18555 [482] validation_0-mae:5290.63428 validation_1-mae:6127.92725 [483] validation_0-mae:5288.13770 validation_1-mae:6127.42920 [484] validation_0-mae:5286.62695 validation_1-mae:6126.83838 [485] validation_0-mae:5284.75342 validation_1-mae:6125.98340 [486] validation_0-mae:5283.47705 validation_1-mae:6126.23438 [487] validation_0-mae:5280.20801 validation_1-mae:6124.82178 [488] validation_0-mae:5279.95312 validation_1-mae:6124.84961 [489] validation_0-mae:5279.07129 validation_1-mae:6124.83496 [490] validation_0-mae:5277.97070 validation_1-mae:6124.12061 [491] validation_0-mae:5276.88916 validation_1-mae:6124.50195 [492] validation_0-mae:5275.30127 validation_1-mae:6124.09082 [493] validation_0-mae:5273.54150 validation_1-mae:6123.79395 [494] validation_0-mae:5271.14160 validation_1-mae:6124.53906 [495] validation_0-mae:5268.67432 validation_1-mae:6124.07910 [496] validation_0-mae:5266.51758 validation_1-mae:6123.59522 [497] validation_0-mae:5264.59473 validation_1-mae:6122.39209 [498] validation_0-mae:5262.18164 validation_1-mae:6121.61816 [499] validation_0-mae:5259.73145 validation_1-mae:6121.48779 [500] validation_0-mae:5256.76025 validation_1-mae:6121.89600 [501] validation_0-mae:5255.16748 validation_1-mae:6121.75244 [502] validation_0-mae:5254.48291 validation_1-mae:6121.95410 [503] validation_0-mae:5250.92334 validation_1-mae:6120.73633 [504] validation_0-mae:5248.95312 validation_1-mae:6120.08594 [505] validation_0-mae:5248.24951 validation_1-mae:6119.78467 [506] validation_0-mae:5247.16895 validation_1-mae:6119.24512 [507] validation_0-mae:5246.11035 validation_1-mae:6119.15088 [508] validation_0-mae:5244.83496 validation_1-mae:6119.64209 [509] validation_0-mae:5243.24805 validation_1-mae:6119.95947 [510] validation_0-mae:5242.14941 validation_1-mae:6119.67383 [511] validation_0-mae:5239.18262 validation_1-mae:6119.22070 [512] validation_0-mae:5237.77686 validation_1-mae:6118.97949 [513] validation_0-mae:5234.58203 validation_1-mae:6116.98730 [514] validation_0-mae:5232.89307 validation_1-mae:6116.06787 [515] validation_0-mae:5231.09424 validation_1-mae:6115.56152 [516] validation_0-mae:5229.56787 validation_1-mae:6114.38916 [517] validation_0-mae:5227.68066 validation_1-mae:6113.36035 [518] validation_0-mae:5225.52441 validation_1-mae:6112.85107 [519] validation_0-mae:5224.66211 validation_1-mae:6112.78955 [520] validation_0-mae:5222.35742 validation_1-mae:6112.79834 [521] validation_0-mae:5221.59277 validation_1-mae:6112.35791 [522] validation_0-mae:5219.61182 validation_1-mae:6112.80078 [523] validation_0-mae:5218.43603 validation_1-mae:6112.93603 [524] validation_0-mae:5217.64551 validation_1-mae:6112.50586 [525] validation_0-mae:5215.49072 validation_1-mae:6111.83838 [526] validation_0-mae:5214.00537 validation_1-mae:6111.10400 [527] validation_0-mae:5212.66260 validation_1-mae:6110.57959 [528] validation_0-mae:5211.56103 validation_1-mae:6110.82275 [529] validation_0-mae:5210.82715 validation_1-mae:6110.81885 [530] validation_0-mae:5208.55518 validation_1-mae:6109.83740 [531] validation_0-mae:5206.10400 validation_1-mae:6109.50879 [532] validation_0-mae:5205.38330 validation_1-mae:6109.87842 [533] validation_0-mae:5204.27197 validation_1-mae:6110.35156 [534] validation_0-mae:5203.18555 validation_1-mae:6110.50781 [535] validation_0-mae:5202.74268 validation_1-mae:6110.47266 [536] validation_0-mae:5202.15430 validation_1-mae:6110.62988 [537] validation_0-mae:5199.97803 validation_1-mae:6110.32666 [538] validation_0-mae:5198.32031 validation_1-mae:6109.66260 [539] validation_0-mae:5197.44043 validation_1-mae:6109.52539 [540] validation_0-mae:5196.03662 validation_1-mae:6109.05566 [541] validation_0-mae:5195.07178 validation_1-mae:6108.50635 [542] validation_0-mae:5191.70166 validation_1-mae:6108.04443 [543] validation_0-mae:5190.05420 validation_1-mae:6107.68457 [544] validation_0-mae:5189.12598 validation_1-mae:6107.55029 [545] validation_0-mae:5188.17773 validation_1-mae:6107.35059 [546] validation_0-mae:5186.78760 validation_1-mae:6106.44775 [547] validation_0-mae:5184.06738 validation_1-mae:6105.66992 [548] validation_0-mae:5182.76270 validation_1-mae:6105.57275 [549] validation_0-mae:5180.47119 validation_1-mae:6104.77930 [550] validation_0-mae:5179.43555 validation_1-mae:6104.39600 [551] validation_0-mae:5177.94873 validation_1-mae:6104.38281 [552] validation_0-mae:5176.21533 validation_1-mae:6104.38818 [553] validation_0-mae:5173.45801 validation_1-mae:6103.90332 [554] validation_0-mae:5171.25342 validation_1-mae:6103.21240 [555] validation_0-mae:5170.48438 validation_1-mae:6103.43603 [556] validation_0-mae:5168.51074 validation_1-mae:6102.56348 [557] validation_0-mae:5166.86816 validation_1-mae:6101.73730 [558] validation_0-mae:5165.54297 validation_1-mae:6102.08594 [559] validation_0-mae:5164.68897 validation_1-mae:6101.85449 [560] validation_0-mae:5163.53760 validation_1-mae:6102.10400 [561] validation_0-mae:5162.28076 validation_1-mae:6101.93115 [562] validation_0-mae:5161.16699 validation_1-mae:6101.89551 [563] validation_0-mae:5159.74219 validation_1-mae:6101.71240 [564] validation_0-mae:5158.68457 validation_1-mae:6101.67236 [565] validation_0-mae:5158.27441 validation_1-mae:6101.74072 [566] validation_0-mae:5157.55811 validation_1-mae:6102.26660 [567] validation_0-mae:5154.32373 validation_1-mae:6101.12451 [568] validation_0-mae:5153.05908 validation_1-mae:6101.72217 [569] validation_0-mae:5149.83008 validation_1-mae:6101.11133 [570] validation_0-mae:5148.12451 validation_1-mae:6101.58545 [571] validation_0-mae:5146.80029 validation_1-mae:6100.76758 [572] validation_0-mae:5143.10449 validation_1-mae:6099.53027 [573] validation_0-mae:5141.40088 validation_1-mae:6099.33008 [574] validation_0-mae:5139.94092 validation_1-mae:6098.71728 [575] validation_0-mae:5138.70264 validation_1-mae:6098.77246 [576] validation_0-mae:5135.03662 validation_1-mae:6098.85791 [577] validation_0-mae:5133.55811 validation_1-mae:6098.55029 [578] validation_0-mae:5131.77197 validation_1-mae:6098.32666 [579] validation_0-mae:5130.10205 validation_1-mae:6098.61816 [580] validation_0-mae:5127.93897 validation_1-mae:6098.48535 [581] validation_0-mae:5125.76318 validation_1-mae:6098.38086 [582] validation_0-mae:5124.97754 validation_1-mae:6098.69580 [583] validation_0-mae:5122.98096 validation_1-mae:6098.36914 [584] validation_0-mae:5120.86475 validation_1-mae:6097.79102 [585] validation_0-mae:5117.80664 validation_1-mae:6096.98291 [586] validation_0-mae:5114.97803 validation_1-mae:6096.48340 [587] validation_0-mae:5113.53467 validation_1-mae:6096.41699 [588] validation_0-mae:5111.45020 validation_1-mae:6096.06787 [589] validation_0-mae:5109.98584 validation_1-mae:6095.67578 [590] validation_0-mae:5109.23779 validation_1-mae:6095.02686 [591] validation_0-mae:5108.70850 validation_1-mae:6094.94629 [592] validation_0-mae:5107.45605 validation_1-mae:6094.33838 [593] validation_0-mae:5106.04004 validation_1-mae:6094.12402 [594] validation_0-mae:5104.17236 validation_1-mae:6093.58545 [595] validation_0-mae:5103.17139 validation_1-mae:6093.03662 [596] validation_0-mae:5101.39648 validation_1-mae:6093.16357 [597] validation_0-mae:5100.17236 validation_1-mae:6092.60742 [598] validation_0-mae:5099.25977 validation_1-mae:6092.50928 [599] validation_0-mae:5098.17139 validation_1-mae:6091.89111 [600] validation_0-mae:5096.74268 validation_1-mae:6091.66406 [601] validation_0-mae:5095.19287 validation_1-mae:6091.82764 [602] validation_0-mae:5093.10254 validation_1-mae:6091.71289 [603] validation_0-mae:5089.80273 validation_1-mae:6090.59180 [604] validation_0-mae:5088.74268 validation_1-mae:6090.15527 [605] validation_0-mae:5085.56201 validation_1-mae:6088.88525 [606] validation_0-mae:5084.33105 validation_1-mae:6088.87158 [607] validation_0-mae:5082.82324 validation_1-mae:6088.50684 [608] validation_0-mae:5081.10791 validation_1-mae:6088.20264 [609] validation_0-mae:5080.86377 validation_1-mae:6088.26416 [610] validation_0-mae:5080.07422 validation_1-mae:6088.13818 [611] validation_0-mae:5078.14648 validation_1-mae:6088.28076 [612] validation_0-mae:5077.47656 validation_1-mae:6088.14209 [613] validation_0-mae:5076.36816 validation_1-mae:6088.00244 [614] validation_0-mae:5075.38281 validation_1-mae:6087.99512 [615] validation_0-mae:5071.11035 validation_1-mae:6086.95068 [616] validation_0-mae:5068.58789 validation_1-mae:6086.91992 [617] validation_0-mae:5067.12451 validation_1-mae:6085.93408 [618] validation_0-mae:5064.24951 validation_1-mae:6084.79248 [619] validation_0-mae:5061.12598 validation_1-mae:6082.55225 [620] validation_0-mae:5058.46045 validation_1-mae:6082.78223 [621] validation_0-mae:5056.56592 validation_1-mae:6083.12744 [622] validation_0-mae:5054.96728 validation_1-mae:6082.10938 [623] validation_0-mae:5054.33057 validation_1-mae:6081.92188 [624] validation_0-mae:5053.16406 validation_1-mae:6081.64795 [625] validation_0-mae:5052.12793 validation_1-mae:6081.61084 [626] validation_0-mae:5051.05908 validation_1-mae:6081.06836 [627] validation_0-mae:5049.41357 validation_1-mae:6080.59424 [628] validation_0-mae:5047.23682 validation_1-mae:6079.36572 [629] validation_0-mae:5046.64746 validation_1-mae:6079.69727 [630] validation_0-mae:5045.74658 validation_1-mae:6079.88135 [631] validation_0-mae:5044.50684 validation_1-mae:6079.71533 [632] validation_0-mae:5043.75293 validation_1-mae:6079.36768 [633] validation_0-mae:5043.46338 validation_1-mae:6079.72949 [634] validation_0-mae:5041.98486 validation_1-mae:6080.31592 [635] validation_0-mae:5040.42090 validation_1-mae:6079.97656 [636] validation_0-mae:5040.24512 validation_1-mae:6080.02002 [637] validation_0-mae:5038.80322 validation_1-mae:6079.62012 [638] validation_0-mae:5037.82520 validation_1-mae:6079.67529 [639] validation_0-mae:5035.63281 validation_1-mae:6079.52393 [640] validation_0-mae:5033.64648 validation_1-mae:6078.96484 [641] validation_0-mae:5030.81152 validation_1-mae:6078.50928 [642] validation_0-mae:5029.12891 validation_1-mae:6077.94629 [643] validation_0-mae:5027.83008 validation_1-mae:6078.15186 [644] validation_0-mae:5025.86426 validation_1-mae:6077.40527 [645] validation_0-mae:5024.62500 validation_1-mae:6077.27295 [646] validation_0-mae:5022.59717 validation_1-mae:6076.78076 [647] validation_0-mae:5021.05957 validation_1-mae:6076.43115 [648] validation_0-mae:5019.40674 validation_1-mae:6075.30176 [649] validation_0-mae:5018.69873 validation_1-mae:6075.30713 [650] validation_0-mae:5016.79248 validation_1-mae:6074.37939 [651] validation_0-mae:5016.29395 validation_1-mae:6074.46387 [652] validation_0-mae:5013.80371 validation_1-mae:6074.76270 [653] validation_0-mae:5012.45947 validation_1-mae:6074.51367 [654] validation_0-mae:5011.52100 validation_1-mae:6074.03369 [655] validation_0-mae:5010.48682 validation_1-mae:6073.76807 [656] validation_0-mae:5007.24756 validation_1-mae:6072.97412 [657] validation_0-mae:5006.71777 validation_1-mae:6073.18408 [658] validation_0-mae:5004.37744 validation_1-mae:6072.11621 [659] validation_0-mae:5000.90674 validation_1-mae:6071.51709 [660] validation_0-mae:5000.05908 validation_1-mae:6071.27930 [661] validation_0-mae:4998.38623 validation_1-mae:6070.50879 [662] validation_0-mae:4995.34082 validation_1-mae:6070.01465 [663] validation_0-mae:4992.92676 validation_1-mae:6068.70898 [664] validation_0-mae:4990.36572 validation_1-mae:6067.12109 [665] validation_0-mae:4988.72510 validation_1-mae:6067.17773 [666] validation_0-mae:4987.91895 validation_1-mae:6066.65381 [667] validation_0-mae:4986.36523 validation_1-mae:6066.19727 [668] validation_0-mae:4984.14795 validation_1-mae:6066.05225 [669] validation_0-mae:4981.70898 validation_1-mae:6065.79395 [670] validation_0-mae:4979.87305 validation_1-mae:6065.81152 [671] validation_0-mae:4978.06982 validation_1-mae:6065.67383 [672] validation_0-mae:4975.69043 validation_1-mae:6065.39600 [673] validation_0-mae:4974.23926 validation_1-mae:6065.12695 [674] validation_0-mae:4972.03906 validation_1-mae:6064.82471 [675] validation_0-mae:4969.95801 validation_1-mae:6064.15869 [676] validation_0-mae:4968.12842 validation_1-mae:6064.20703 [677] validation_0-mae:4967.33887 validation_1-mae:6063.93897 [678] validation_0-mae:4965.91162 validation_1-mae:6063.77393 [679] validation_0-mae:4965.67139 validation_1-mae:6063.94971 [680] validation_0-mae:4964.39795 validation_1-mae:6063.77344 [681] validation_0-mae:4962.50391 validation_1-mae:6062.71387 [682] validation_0-mae:4960.53076 validation_1-mae:6061.92383 [683] validation_0-mae:4957.88281 validation_1-mae:6061.02490 [684] validation_0-mae:4956.44287 validation_1-mae:6062.05176 [685] validation_0-mae:4955.35303 validation_1-mae:6062.37305 [686] validation_0-mae:4952.91943 validation_1-mae:6060.88135 [687] validation_0-mae:4951.62353 validation_1-mae:6060.49609 [688] validation_0-mae:4949.16309 validation_1-mae:6058.82373 [689] validation_0-mae:4948.26270 validation_1-mae:6058.71533 [690] validation_0-mae:4946.72022 validation_1-mae:6057.97070 [691] validation_0-mae:4945.14697 validation_1-mae:6057.69775 [692] validation_0-mae:4944.03272 validation_1-mae:6057.52100 [693] validation_0-mae:4942.50684 validation_1-mae:6056.67822 [694] validation_0-mae:4941.46289 validation_1-mae:6056.74707 [695] validation_0-mae:4940.19385 validation_1-mae:6056.66553 [696] validation_0-mae:4938.76465 validation_1-mae:6056.16406 [697] validation_0-mae:4937.26465 validation_1-mae:6056.67578 [698] validation_0-mae:4936.09814 validation_1-mae:6056.35742 [699] validation_0-mae:4935.65283 validation_1-mae:6056.05225 [700] validation_0-mae:4934.41406 validation_1-mae:6055.81103 [701] validation_0-mae:4932.85059 validation_1-mae:6055.55078 [702] validation_0-mae:4930.90674 validation_1-mae:6055.02393 [703] validation_0-mae:4930.51318 validation_1-mae:6055.01758 [704] validation_0-mae:4927.10107 validation_1-mae:6053.85889 [705] validation_0-mae:4926.92334 validation_1-mae:6054.03174 [706] validation_0-mae:4926.02637 validation_1-mae:6053.96484 [707] validation_0-mae:4924.09619 validation_1-mae:6051.78760 [708] validation_0-mae:4921.51270 validation_1-mae:6051.66602 [709] validation_0-mae:4920.32617 validation_1-mae:6051.25586 [710] validation_0-mae:4918.68066 validation_1-mae:6051.54395 [711] validation_0-mae:4917.23389 validation_1-mae:6050.79102 [712] validation_0-mae:4916.42188 validation_1-mae:6050.54004 [713] validation_0-mae:4915.41162 validation_1-mae:6050.99512 [714] validation_0-mae:4915.03662 validation_1-mae:6050.86670 [715] validation_0-mae:4914.03418 validation_1-mae:6050.66895 [716] validation_0-mae:4913.11133 validation_1-mae:6049.90820 [717] validation_0-mae:4912.41846 validation_1-mae:6049.85156 [718] validation_0-mae:4911.64404 validation_1-mae:6049.58594 [719] validation_0-mae:4910.60742 validation_1-mae:6048.95166 [720] validation_0-mae:4909.00977 validation_1-mae:6047.75293 [721] validation_0-mae:4907.37061 validation_1-mae:6047.48584 [722] validation_0-mae:4905.83203 validation_1-mae:6046.65820 [723] validation_0-mae:4905.02344 validation_1-mae:6046.61084 [724] validation_0-mae:4904.14795 validation_1-mae:6046.69141 [725] validation_0-mae:4902.89209 validation_1-mae:6046.12256 [726] validation_0-mae:4900.87549 validation_1-mae:6045.63672 [727] validation_0-mae:4899.76709 validation_1-mae:6045.49268 [728] validation_0-mae:4897.68408 validation_1-mae:6045.51514 [729] validation_0-mae:4895.85889 validation_1-mae:6045.30566 [730] validation_0-mae:4894.20850 validation_1-mae:6045.03223 [731] validation_0-mae:4890.73535 validation_1-mae:6043.51416 [732] validation_0-mae:4889.44629 validation_1-mae:6043.10352 [733] validation_0-mae:4887.38037 validation_1-mae:6043.38428 [734] validation_0-mae:4886.52441 validation_1-mae:6043.12500 [735] validation_0-mae:4883.85352 validation_1-mae:6042.99609 [736] validation_0-mae:4881.78906 validation_1-mae:6042.09180 [737] validation_0-mae:4881.04443 validation_1-mae:6041.86328 [738] validation_0-mae:4879.74561 validation_1-mae:6042.48486 [739] validation_0-mae:4878.90820 validation_1-mae:6042.07178 [740] validation_0-mae:4877.99609 validation_1-mae:6041.80566 [741] validation_0-mae:4876.99268 validation_1-mae:6042.14160 [742] validation_0-mae:4876.82031 validation_1-mae:6042.22852 [743] validation_0-mae:4874.09912 validation_1-mae:6041.79492 [744] validation_0-mae:4871.61768 validation_1-mae:6041.69580 [745] validation_0-mae:4869.08252 validation_1-mae:6041.37158 [746] validation_0-mae:4866.83496 validation_1-mae:6040.16455 [747] validation_0-mae:4864.82666 validation_1-mae:6039.63086 [748] validation_0-mae:4863.45996 validation_1-mae:6039.25928 [749] validation_0-mae:4862.71533 validation_1-mae:6039.25439 [750] validation_0-mae:4862.59766 validation_1-mae:6039.28076 [751] validation_0-mae:4861.53516 validation_1-mae:6038.90772 [752] validation_0-mae:4859.99609 validation_1-mae:6039.28613 [753] validation_0-mae:4858.71582 validation_1-mae:6039.20361 [754] validation_0-mae:4856.48926 validation_1-mae:6038.69580 [755] validation_0-mae:4855.49463 validation_1-mae:6038.50147 [756] validation_0-mae:4853.94287 validation_1-mae:6038.68164 [757] validation_0-mae:4851.52002 validation_1-mae:6037.68311 [758] validation_0-mae:4850.19873 validation_1-mae:6036.92432 [759] validation_0-mae:4848.47363 validation_1-mae:6035.82129 [760] validation_0-mae:4846.87695 validation_1-mae:6035.27051 [761] validation_0-mae:4843.73047 validation_1-mae:6034.35254 [762] validation_0-mae:4842.80371 validation_1-mae:6034.11621 [763] validation_0-mae:4841.80469 validation_1-mae:6034.17920 [764] validation_0-mae:4840.75195 validation_1-mae:6033.21240 [765] validation_0-mae:4838.93750 validation_1-mae:6031.76123 [766] validation_0-mae:4836.39648 validation_1-mae:6030.49756 [767] validation_0-mae:4835.27246 validation_1-mae:6030.17969 [768] validation_0-mae:4833.82861 validation_1-mae:6030.30225 [769] validation_0-mae:4831.39404 validation_1-mae:6029.50244 [770] validation_0-mae:4830.70557 validation_1-mae:6029.55420 [771] validation_0-mae:4829.09033 validation_1-mae:6029.76660 [772] validation_0-mae:4828.21143 validation_1-mae:6029.57129 [773] validation_0-mae:4826.93018 validation_1-mae:6029.40576 [774] validation_0-mae:4824.64014 validation_1-mae:6028.34326 [775] validation_0-mae:4823.99219 validation_1-mae:6027.86182 [776] validation_0-mae:4821.72266 validation_1-mae:6027.87891 [777] validation_0-mae:4818.78174 validation_1-mae:6026.87353 [778] validation_0-mae:4817.30029 validation_1-mae:6027.65820 [779] validation_0-mae:4816.15088 validation_1-mae:6027.78174 [780] validation_0-mae:4814.92285 validation_1-mae:6027.94727 [781] validation_0-mae:4813.26025 validation_1-mae:6028.74316 [782] validation_0-mae:4811.78809 validation_1-mae:6028.77832 [783] validation_0-mae:4809.97900 validation_1-mae:6028.36963 [784] validation_0-mae:4808.08838 validation_1-mae:6028.66406 [785] validation_0-mae:4806.58203 validation_1-mae:6027.71094 [786] validation_0-mae:4804.73389 validation_1-mae:6026.81055 [787] validation_0-mae:4804.09668 validation_1-mae:6026.44824 [788] validation_0-mae:4802.95605 validation_1-mae:6027.20117 [789] validation_0-mae:4801.85107 validation_1-mae:6026.75928 [790] validation_0-mae:4799.95898 validation_1-mae:6025.71338 [791] validation_0-mae:4798.94092 validation_1-mae:6025.84668 [792] validation_0-mae:4797.91797 validation_1-mae:6025.48975 [793] validation_0-mae:4797.22949 validation_1-mae:6025.41211 [794] validation_0-mae:4795.92236 validation_1-mae:6024.90332 [795] validation_0-mae:4795.53320 validation_1-mae:6024.85645 [796] validation_0-mae:4795.07617 validation_1-mae:6024.73779 [797] validation_0-mae:4794.20850 validation_1-mae:6024.59912 [798] validation_0-mae:4792.11182 validation_1-mae:6024.12842 [799] validation_0-mae:4791.97070 validation_1-mae:6024.21924 [800] validation_0-mae:4790.31055 validation_1-mae:6024.40527 [801] validation_0-mae:4789.50439 validation_1-mae:6024.63770 [802] validation_0-mae:4788.91211 validation_1-mae:6024.29443 [803] validation_0-mae:4788.71338 validation_1-mae:6024.16943 [804] validation_0-mae:4787.70361 validation_1-mae:6024.40137 [805] validation_0-mae:4787.36719 validation_1-mae:6024.34717 [806] validation_0-mae:4786.47852 validation_1-mae:6023.80615 [807] validation_0-mae:4784.92090 validation_1-mae:6023.84277 [808] validation_0-mae:4782.77832 validation_1-mae:6024.09277 [809] validation_0-mae:4780.45068 validation_1-mae:6023.72314 [810] validation_0-mae:4779.34326 validation_1-mae:6023.36230 [811] validation_0-mae:4776.90674 validation_1-mae:6022.98438 [812] validation_0-mae:4774.76465 validation_1-mae:6022.59033 [813] validation_0-mae:4773.57666 validation_1-mae:6022.42725 [814] validation_0-mae:4772.59570 validation_1-mae:6022.23438 [815] validation_0-mae:4770.99853 validation_1-mae:6022.18262 [816] validation_0-mae:4769.69287 validation_1-mae:6022.06689 [817] validation_0-mae:4768.79492 validation_1-mae:6022.16602 [818] validation_0-mae:4767.78857 validation_1-mae:6022.38721 [819] validation_0-mae:4766.59961 validation_1-mae:6022.49561 [820] validation_0-mae:4765.42920 validation_1-mae:6022.27197 [821] validation_0-mae:4764.32373 validation_1-mae:6021.75098 [822] validation_0-mae:4762.45264 validation_1-mae:6020.93897 [823] validation_0-mae:4760.39746 validation_1-mae:6020.20410 [824] validation_0-mae:4758.41846 validation_1-mae:6019.28955 [825] validation_0-mae:4757.57666 validation_1-mae:6019.16113 [826] validation_0-mae:4757.03174 validation_1-mae:6019.16504 [827] validation_0-mae:4755.69922 validation_1-mae:6018.58398 [828] validation_0-mae:4753.93066 validation_1-mae:6017.60645 [829] validation_0-mae:4753.18408 validation_1-mae:6017.86182 [830] validation_0-mae:4751.79541 validation_1-mae:6017.42383 [831] validation_0-mae:4750.73389 validation_1-mae:6017.86133 [832] validation_0-mae:4750.25537 validation_1-mae:6017.76318 [833] validation_0-mae:4749.02197 validation_1-mae:6017.94336 [834] validation_0-mae:4748.60498 validation_1-mae:6017.85596 [835] validation_0-mae:4747.76709 validation_1-mae:6017.72705 [836] validation_0-mae:4747.36182 validation_1-mae:6017.94434 [837] validation_0-mae:4746.16797 validation_1-mae:6018.09180 [838] validation_0-mae:4744.30518 validation_1-mae:6017.75977 [839] validation_0-mae:4743.32471 validation_1-mae:6017.95264 [840] validation_0-mae:4742.92676 validation_1-mae:6017.98145 [841] validation_0-mae:4742.04688 validation_1-mae:6017.98145 [842] validation_0-mae:4739.77686 validation_1-mae:6016.80469 [843] validation_0-mae:4737.39014 validation_1-mae:6015.93311 [844] validation_0-mae:4737.13574 validation_1-mae:6015.81494 [845] validation_0-mae:4734.98486 validation_1-mae:6015.51855 [846] validation_0-mae:4733.31006 validation_1-mae:6015.32373 [847] validation_0-mae:4731.69189 validation_1-mae:6014.80322 [848] validation_0-mae:4730.33496 validation_1-mae:6014.78516 [849] validation_0-mae:4728.88525 validation_1-mae:6014.64209 [850] validation_0-mae:4726.94971 validation_1-mae:6014.39697 [851] validation_0-mae:4724.64746 validation_1-mae:6015.72510 [852] validation_0-mae:4723.33350 validation_1-mae:6016.02344 [853] validation_0-mae:4721.83105 validation_1-mae:6015.49365 [854] validation_0-mae:4720.39062 validation_1-mae:6014.71826 [855] validation_0-mae:4719.52539 validation_1-mae:6014.65430 [856] validation_0-mae:4717.81885 validation_1-mae:6014.39355 [857] validation_0-mae:4717.64062 validation_1-mae:6014.39355 [858] validation_0-mae:4717.57520 validation_1-mae:6014.39209 [859] validation_0-mae:4717.19775 validation_1-mae:6014.48340 [860] validation_0-mae:4716.37109 validation_1-mae:6014.78613 [861] validation_0-mae:4715.21191 validation_1-mae:6014.09375 [862] validation_0-mae:4713.69629 validation_1-mae:6013.96973 [863] validation_0-mae:4713.05762 validation_1-mae:6014.06494 [864] validation_0-mae:4712.21631 validation_1-mae:6014.18848 [865] validation_0-mae:4710.95801 validation_1-mae:6013.95312 [866] validation_0-mae:4709.49121 validation_1-mae:6014.34424 [867] validation_0-mae:4707.70215 validation_1-mae:6013.74365 [868] validation_0-mae:4705.99561 validation_1-mae:6014.50537 [869] validation_0-mae:4704.48096 validation_1-mae:6014.20654 [870] validation_0-mae:4703.19678 validation_1-mae:6015.00439 [871] validation_0-mae:4702.19189 validation_1-mae:6014.75147 [872] validation_0-mae:4700.61963 validation_1-mae:6015.22119 [873] validation_0-mae:4699.66064 validation_1-mae:6015.51270 [874] validation_0-mae:4698.59912 validation_1-mae:6015.70996 [875] validation_0-mae:4697.35498 validation_1-mae:6015.48389 [876] validation_0-mae:4696.13379 validation_1-mae:6015.03418 [877] validation_0-mae:4695.03223 validation_1-mae:6014.51172 [878] validation_0-mae:4692.25439 validation_1-mae:6014.77344 [879] validation_0-mae:4691.31006 validation_1-mae:6015.03564 [880] validation_0-mae:4689.77148 validation_1-mae:6015.07959 [881] validation_0-mae:4686.88525 validation_1-mae:6015.28272 [882] validation_0-mae:4685.67139 validation_1-mae:6015.01855 [883] validation_0-mae:4684.10010 validation_1-mae:6015.66553 [884] validation_0-mae:4682.15625 validation_1-mae:6015.30908 [885] validation_0-mae:4680.49365 validation_1-mae:6016.17139 [886] validation_0-mae:4677.60547 validation_1-mae:6015.37305 [887] validation_0-mae:4676.02441 validation_1-mae:6015.22070 [888] validation_0-mae:4674.70459 validation_1-mae:6015.39355 [889] validation_0-mae:4672.77930 validation_1-mae:6015.13281 [890] validation_0-mae:4671.68213 validation_1-mae:6014.94287 [891] validation_0-mae:4670.80908 validation_1-mae:6014.99805 [892] validation_0-mae:4670.37842 validation_1-mae:6014.85107 [893] validation_0-mae:4668.51025 validation_1-mae:6014.36426 [894] validation_0-mae:4666.77490 validation_1-mae:6013.93262 [895] validation_0-mae:4665.71094 validation_1-mae:6013.79443 [896] validation_0-mae:4665.01758 validation_1-mae:6014.15772 [897] validation_0-mae:4662.42773 validation_1-mae:6013.13770 [898] validation_0-mae:4660.82471 validation_1-mae:6012.35889 [899] validation_0-mae:4659.70947 validation_1-mae:6012.56201 [900] validation_0-mae:4659.17480 validation_1-mae:6012.33838 [901] validation_0-mae:4658.50098 validation_1-mae:6011.84033 [902] validation_0-mae:4657.68066 validation_1-mae:6011.86035 [903] validation_0-mae:4657.28076 validation_1-mae:6011.92480 [904] validation_0-mae:4656.06201 validation_1-mae:6011.75488 [905] validation_0-mae:4654.64014 validation_1-mae:6010.83691 [906] validation_0-mae:4653.62988 validation_1-mae:6010.96631 [907] validation_0-mae:4653.06348 validation_1-mae:6011.34570 [908] validation_0-mae:4651.63818 validation_1-mae:6011.47852 [909] validation_0-mae:4651.38672 validation_1-mae:6011.63818 [910] validation_0-mae:4649.74170 validation_1-mae:6011.84717 [911] validation_0-mae:4648.57178 validation_1-mae:6011.33008 [912] validation_0-mae:4647.45459 validation_1-mae:6011.94238 [913] validation_0-mae:4646.07080 validation_1-mae:6012.62353 [914] validation_0-mae:4644.43603 validation_1-mae:6012.58643 [915] validation_0-mae:4643.43408 validation_1-mae:6012.51172 [916] validation_0-mae:4642.05811 validation_1-mae:6012.40137 [917] validation_0-mae:4641.20361 validation_1-mae:6012.05957 [918] validation_0-mae:4640.22803 validation_1-mae:6011.83643 [919] validation_0-mae:4638.89551 validation_1-mae:6011.82275 [920] validation_0-mae:4637.68506 validation_1-mae:6011.99658 [921] validation_0-mae:4637.08350 validation_1-mae:6011.82715 [922] validation_0-mae:4636.43555 validation_1-mae:6011.68359 [923] validation_0-mae:4634.15772 validation_1-mae:6010.80811 [924] validation_0-mae:4631.42822 validation_1-mae:6008.89355 [925] validation_0-mae:4629.98096 validation_1-mae:6008.45264 [926] validation_0-mae:4628.16943 validation_1-mae:6009.28760 [927] validation_0-mae:4627.60889 validation_1-mae:6009.12549 [928] validation_0-mae:4626.86426 validation_1-mae:6009.50635 [929] validation_0-mae:4625.21436 validation_1-mae:6008.89648 [930] validation_0-mae:4624.20654 validation_1-mae:6008.36768 [931] validation_0-mae:4623.09473 validation_1-mae:6008.57715 [932] validation_0-mae:4621.99121 validation_1-mae:6008.47803 [933] validation_0-mae:4621.19531 validation_1-mae:6008.45068 [934] validation_0-mae:4619.89844 validation_1-mae:6008.16748 [935] validation_0-mae:4619.51904 validation_1-mae:6008.47510 [936] validation_0-mae:4618.80908 validation_1-mae:6008.20801 [937] validation_0-mae:4618.05371 validation_1-mae:6008.28760 [938] validation_0-mae:4615.83887 validation_1-mae:6006.71387 [939] validation_0-mae:4615.36914 validation_1-mae:6006.50879 [940] validation_0-mae:4614.85059 validation_1-mae:6006.67334 [941] validation_0-mae:4613.56885 validation_1-mae:6007.03076 [942] validation_0-mae:4611.72949 validation_1-mae:6006.82080 [943] validation_0-mae:4611.04102 validation_1-mae:6006.75732 [944] validation_0-mae:4609.25732 validation_1-mae:6005.93848 [945] validation_0-mae:4607.15186 validation_1-mae:6005.94434 [946] validation_0-mae:4606.03369 validation_1-mae:6006.10693 [947] validation_0-mae:4605.56641 validation_1-mae:6006.27002 [948] validation_0-mae:4604.96240 validation_1-mae:6006.33936 [949] validation_0-mae:4604.54297 validation_1-mae:6006.48633 [950] validation_0-mae:4603.84766 validation_1-mae:6006.30566 [951] validation_0-mae:4602.82031 validation_1-mae:6006.30615 [952] validation_0-mae:4601.64990 validation_1-mae:6006.39648 [953] validation_0-mae:4601.34717 validation_1-mae:6006.47217 [954] validation_0-mae:4601.03369 validation_1-mae:6006.33008 [955] validation_0-mae:4600.45264 validation_1-mae:6006.36719 [956] validation_0-mae:4598.96143 validation_1-mae:6005.49512 [957] validation_0-mae:4598.43408 validation_1-mae:6005.42139 [958] validation_0-mae:4597.07520 validation_1-mae:6005.34131 [959] validation_0-mae:4595.90186 validation_1-mae:6005.06836 [960] validation_0-mae:4595.17041 validation_1-mae:6004.93066 [961] validation_0-mae:4594.39844 validation_1-mae:6005.43262 [962] validation_0-mae:4593.85059 validation_1-mae:6005.42334 [963] validation_0-mae:4592.65576 validation_1-mae:6005.64844 [964] validation_0-mae:4591.51270 validation_1-mae:6005.34473 [965] validation_0-mae:4591.15381 validation_1-mae:6005.43115 [966] validation_0-mae:4589.23535 validation_1-mae:6005.89160 [967] validation_0-mae:4588.48193 validation_1-mae:6006.41016 [968] validation_0-mae:4587.76367 validation_1-mae:6006.38672 [969] validation_0-mae:4587.18652 validation_1-mae:6006.44922 [970] validation_0-mae:4586.20605 validation_1-mae:6006.80518 [971] validation_0-mae:4584.68848 validation_1-mae:6007.51123 [972] validation_0-mae:4584.00928 validation_1-mae:6007.40869 [973] validation_0-mae:4583.05322 validation_1-mae:6007.60400 [974] validation_0-mae:4582.98291 validation_1-mae:6007.61182 [975] validation_0-mae:4581.53711 validation_1-mae:6007.69775 [976] validation_0-mae:4580.39062 validation_1-mae:6007.77197 [977] validation_0-mae:4579.24023 validation_1-mae:6007.60742 [978] validation_0-mae:4578.21826 validation_1-mae:6007.41992 [979] validation_0-mae:4577.06885 validation_1-mae:6007.19971 [980] validation_0-mae:4575.47510 validation_1-mae:6007.22461 [981] validation_0-mae:4575.03418 validation_1-mae:6007.26562 [982] validation_0-mae:4574.03369 validation_1-mae:6007.18115 [983] validation_0-mae:4572.72119 validation_1-mae:6007.05420 [984] validation_0-mae:4571.25195 validation_1-mae:6006.89746 [985] validation_0-mae:4569.97168 validation_1-mae:6006.94629 [986] validation_0-mae:4569.44824 validation_1-mae:6006.63574 [987] validation_0-mae:4568.48242 validation_1-mae:6006.58789 [988] validation_0-mae:4567.73633 validation_1-mae:6006.36768 [989] validation_0-mae:4566.77148 validation_1-mae:6006.69385 [990] validation_0-mae:4565.92236 validation_1-mae:6006.81836 [991] validation_0-mae:4564.92627 validation_1-mae:6007.08008 [992] validation_0-mae:4563.43555 validation_1-mae:6006.40576 [993] validation_0-mae:4560.97217 validation_1-mae:6005.92676 [994] validation_0-mae:4560.37305 validation_1-mae:6005.92188 [995] validation_0-mae:4558.81055 validation_1-mae:6006.14795 [996] validation_0-mae:4558.30469 validation_1-mae:6006.00195 [997] validation_0-mae:4558.13477 validation_1-mae:6006.07373 [998] validation_0-mae:4557.72314 validation_1-mae:6006.64160 [999] validation_0-mae:4557.41504 validation_1-mae:6006.83936 [1000] validation_0-mae:4557.23340 validation_1-mae:6006.62939 [1001] validation_0-mae:4555.89502 validation_1-mae:6006.11963 [1002] validation_0-mae:4555.00244 validation_1-mae:6005.36621 [1003] validation_0-mae:4552.57324 validation_1-mae:6005.85693 [1004] validation_0-mae:4551.63330 validation_1-mae:6006.31641 [1005] validation_0-mae:4550.13916 validation_1-mae:6006.36182 [1006] validation_0-mae:4548.93457 validation_1-mae:6005.58398 [1007] validation_0-mae:4548.04053 validation_1-mae:6005.77197 [1008] validation_0-mae:4546.87891 validation_1-mae:6006.11475 [1009] validation_0-mae:4545.44824 validation_1-mae:6005.71240 [1010] validation_0-mae:4544.63184 validation_1-mae:6005.60693 [1011] validation_0-mae:4542.98438 validation_1-mae:6006.70801 [1012] validation_0-mae:4542.02490 validation_1-mae:6006.41309 [1013] validation_0-mae:4540.84766 validation_1-mae:6005.99561 [1014] validation_0-mae:4539.57275 validation_1-mae:6006.31348 [1015] validation_0-mae:4538.69727 validation_1-mae:6006.37207 [1016] validation_0-mae:4538.25439 validation_1-mae:6006.32471 [1017] validation_0-mae:4537.83057 validation_1-mae:6006.22412 [1018] validation_0-mae:4536.80908 validation_1-mae:6005.93262 [1019] validation_0-mae:4535.78174 validation_1-mae:6006.07275 [1020] validation_0-mae:4535.13623 validation_1-mae:6006.08643 [1021] validation_0-mae:4533.30811 validation_1-mae:6005.26855 [1022] validation_0-mae:4532.40527 validation_1-mae:6005.15918 [1023] validation_0-mae:4530.55664 validation_1-mae:6004.09277 [1024] validation_0-mae:4529.48926 validation_1-mae:6003.56738 [1025] validation_0-mae:4528.92920 validation_1-mae:6003.30322 [1026] validation_0-mae:4528.17725 validation_1-mae:6003.17822 [1027] validation_0-mae:4526.38037 validation_1-mae:6003.15869 [1028] validation_0-mae:4525.22266 validation_1-mae:6003.23096 [1029] validation_0-mae:4524.07861 validation_1-mae:6003.69873 [1030] validation_0-mae:4523.12744 validation_1-mae:6003.25391 [1031] validation_0-mae:4520.75586 validation_1-mae:6003.53076 [1032] validation_0-mae:4519.63623 validation_1-mae:6003.74561 [1033] validation_0-mae:4518.80908 validation_1-mae:6003.58105 [1034] validation_0-mae:4516.84180 validation_1-mae:6003.39160 [1035] validation_0-mae:4515.28564 validation_1-mae:6002.75439 [1036] validation_0-mae:4514.00000 validation_1-mae:6001.96875 [1037] validation_0-mae:4512.10107 validation_1-mae:6001.20264 [1038] validation_0-mae:4511.03076 validation_1-mae:6001.23291 [1039] validation_0-mae:4509.08984 validation_1-mae:6002.08936 [1040] validation_0-mae:4507.69287 validation_1-mae:6002.52686 [1041] validation_0-mae:4505.81836 validation_1-mae:6001.24268 [1042] validation_0-mae:4504.62598 validation_1-mae:6001.16650 [1043] validation_0-mae:4502.16504 validation_1-mae:6000.74707 [1044] validation_0-mae:4500.00195 validation_1-mae:6000.09375 [1045] validation_0-mae:4499.11426 validation_1-mae:6000.03027 [1046] validation_0-mae:4498.23291 validation_1-mae:6000.19873 [1047] validation_0-mae:4496.75488 validation_1-mae:6000.54102 [1048] validation_0-mae:4495.89844 validation_1-mae:6000.10498 [1049] validation_0-mae:4494.85840 validation_1-mae:5999.75391 [1050] validation_0-mae:4494.03027 validation_1-mae:5999.52295 [1051] validation_0-mae:4492.87939 validation_1-mae:5999.59131 [1052] validation_0-mae:4492.03662 validation_1-mae:6000.05713 [1053] validation_0-mae:4490.94922 validation_1-mae:5999.74268 [1054] validation_0-mae:4488.87061 validation_1-mae:6000.56738 [1055] validation_0-mae:4488.15478 validation_1-mae:6000.89062 [1056] validation_0-mae:4487.26221 validation_1-mae:6000.85449 [1057] validation_0-mae:4486.49365 validation_1-mae:6000.71191 [1058] validation_0-mae:4485.70898 validation_1-mae:6000.61572 [1059] validation_0-mae:4484.60400 validation_1-mae:6000.43359 [1060] validation_0-mae:4483.68701 validation_1-mae:6000.24902 [1061] validation_0-mae:4482.22656 validation_1-mae:6000.58398 [1062] validation_0-mae:4481.20703 validation_1-mae:6000.85205 [1063] validation_0-mae:4480.64258 validation_1-mae:6000.89648 [1064] validation_0-mae:4479.17090 validation_1-mae:6001.20947 [1065] validation_0-mae:4478.13867 validation_1-mae:6000.84668 [1066] validation_0-mae:4476.50244 validation_1-mae:6000.58789 [1067] validation_0-mae:4475.62891 validation_1-mae:6000.57227 [1068] validation_0-mae:4474.66553 validation_1-mae:6000.08154 [1069] validation_0-mae:4472.14404 validation_1-mae:5999.94775 [1070] validation_0-mae:4470.94580 validation_1-mae:6000.03320 [1071] validation_0-mae:4469.91260 validation_1-mae:5999.98047 [1072] validation_0-mae:4469.23438 validation_1-mae:5999.89600 [1073] validation_0-mae:4468.31885 validation_1-mae:5999.78027 [1074] validation_0-mae:4466.98584 validation_1-mae:6000.29053 [1075] validation_0-mae:4465.91162 validation_1-mae:5999.76074 [1076] validation_0-mae:4464.12744 validation_1-mae:5998.89453 [1077] validation_0-mae:4462.82227 validation_1-mae:5998.68115 [1078] validation_0-mae:4461.45996 validation_1-mae:5998.61328 [1079] validation_0-mae:4461.02978 validation_1-mae:5998.71143 [1080] validation_0-mae:4459.52539 validation_1-mae:5998.85059 [1081] validation_0-mae:4458.40527 validation_1-mae:5998.95459 [1082] validation_0-mae:4457.55859 validation_1-mae:5999.24463 [1083] validation_0-mae:4456.18408 validation_1-mae:5999.31201 [1084] validation_0-mae:4454.70312 validation_1-mae:5999.16357 [1085] validation_0-mae:4453.07666 validation_1-mae:5999.37744 [1086] validation_0-mae:4451.34473 validation_1-mae:5998.64990 [1087] validation_0-mae:4450.14844 validation_1-mae:5998.27930 [1088] validation_0-mae:4449.41797 validation_1-mae:5998.48193 [1089] validation_0-mae:4448.01807 validation_1-mae:5997.92139 [1090] validation_0-mae:4446.70947 validation_1-mae:5997.89062 [1091] validation_0-mae:4445.35352 validation_1-mae:5998.04395 [1092] validation_0-mae:4444.61572 validation_1-mae:5997.63477 [1093] validation_0-mae:4442.57471 validation_1-mae:5996.56641 [1094] validation_0-mae:4441.51074 validation_1-mae:5996.52002 [1095] validation_0-mae:4439.59766 validation_1-mae:5995.60986 [1096] validation_0-mae:4438.27002 validation_1-mae:5995.51807 [1097] validation_0-mae:4436.78516 validation_1-mae:5994.87451 [1098] validation_0-mae:4435.90576 validation_1-mae:5994.50147 [1099] validation_0-mae:4434.84766 validation_1-mae:5994.39160 [1100] validation_0-mae:4433.46533 validation_1-mae:5994.52197 [1101] validation_0-mae:4431.34570 validation_1-mae:5994.34228 [1102] validation_0-mae:4429.17432 validation_1-mae:5994.32861 [1103] validation_0-mae:4428.28857 validation_1-mae:5994.57422 [1104] validation_0-mae:4427.05908 validation_1-mae:5994.33203 [1105] validation_0-mae:4425.73389 validation_1-mae:5994.26221 [1106] validation_0-mae:4424.94873 validation_1-mae:5994.05762 [1107] validation_0-mae:4424.49561 validation_1-mae:5994.15772 [1108] validation_0-mae:4423.98535 validation_1-mae:5994.11328 [1109] validation_0-mae:4423.37402 validation_1-mae:5993.97119 [1110] validation_0-mae:4422.44189 validation_1-mae:5993.26270 [1111] validation_0-mae:4422.17432 validation_1-mae:5993.26416 [1112] validation_0-mae:4421.93750 validation_1-mae:5993.40967 [1113] validation_0-mae:4421.04736 validation_1-mae:5993.25977 [1114] validation_0-mae:4420.07568 validation_1-mae:5993.20801 [1115] validation_0-mae:4419.09228 validation_1-mae:5993.36621 [1116] validation_0-mae:4419.00928 validation_1-mae:5993.34668 [1117] validation_0-mae:4417.84326 validation_1-mae:5992.95020 [1118] validation_0-mae:4415.78027 validation_1-mae:5993.52881 [1119] validation_0-mae:4414.24561 validation_1-mae:5993.27344 [1120] validation_0-mae:4413.01270 validation_1-mae:5993.67627 [1121] validation_0-mae:4412.16602 validation_1-mae:5993.53174 [1122] validation_0-mae:4410.44580 validation_1-mae:5993.34375 [1123] validation_0-mae:4409.55273 validation_1-mae:5993.44971 [1124] validation_0-mae:4407.68115 validation_1-mae:5992.71143 [1125] validation_0-mae:4406.42725 validation_1-mae:5992.41846 [1126] validation_0-mae:4405.05469 validation_1-mae:5992.27490 [1127] validation_0-mae:4403.41162 validation_1-mae:5992.23438 [1128] validation_0-mae:4402.05811 validation_1-mae:5992.07910 [1129] validation_0-mae:4400.63232 validation_1-mae:5990.83838 [1130] validation_0-mae:4399.44873 validation_1-mae:5990.75830 [1131] validation_0-mae:4398.09961 validation_1-mae:5990.62012 [1132] validation_0-mae:4396.71728 validation_1-mae:5990.02832 [1133] validation_0-mae:4396.08008 validation_1-mae:5989.51709 [1134] validation_0-mae:4395.49853 validation_1-mae:5989.28076 [1135] validation_0-mae:4394.84717 validation_1-mae:5989.31787 [1136] validation_0-mae:4393.70459 validation_1-mae:5988.96826 [1137] validation_0-mae:4392.52246 validation_1-mae:5988.60205 [1138] validation_0-mae:4391.74023 validation_1-mae:5988.45508 [1139] validation_0-mae:4390.86230 validation_1-mae:5988.24805 [1140] validation_0-mae:4389.67041 validation_1-mae:5987.66260 [1141] validation_0-mae:4389.10059 validation_1-mae:5987.52734 [1142] validation_0-mae:4388.25781 validation_1-mae:5986.99902 [1143] validation_0-mae:4387.03711 validation_1-mae:5987.38037 [1144] validation_0-mae:4386.66113 validation_1-mae:5987.28857 [1145] validation_0-mae:4385.28857 validation_1-mae:5987.76172 [1146] validation_0-mae:4384.47168 validation_1-mae:5987.95801 [1147] validation_0-mae:4383.40625 validation_1-mae:5988.56787 [1148] validation_0-mae:4382.18213 validation_1-mae:5988.77295 [1149] validation_0-mae:4381.24463 validation_1-mae:5988.26074 [1150] validation_0-mae:4380.60596 validation_1-mae:5988.46631 [1151] validation_0-mae:4379.62305 validation_1-mae:5987.99951 [1152] validation_0-mae:4378.74512 validation_1-mae:5987.85303 [1153] validation_0-mae:4378.38525 validation_1-mae:5987.84033 [1154] validation_0-mae:4377.62451 validation_1-mae:5987.72803 [1155] validation_0-mae:4376.68408 validation_1-mae:5987.36377 [1156] validation_0-mae:4375.10107 validation_1-mae:5987.57227 [1157] validation_0-mae:4374.58691 validation_1-mae:5987.15674 [1158] validation_0-mae:4372.78857 validation_1-mae:5986.36572 [1159] validation_0-mae:4371.87939 validation_1-mae:5986.23438 [1160] validation_0-mae:4371.34863 validation_1-mae:5986.06885 [1161] validation_0-mae:4370.07129 validation_1-mae:5986.22803 [1162] validation_0-mae:4368.40625 validation_1-mae:5985.95947 [1163] validation_0-mae:4367.34912 validation_1-mae:5986.08154 [1164] validation_0-mae:4366.68897 validation_1-mae:5986.18457 [1165] validation_0-mae:4365.99072 validation_1-mae:5986.29980 [1166] validation_0-mae:4365.34961 validation_1-mae:5986.50537 [1167] validation_0-mae:4363.67041 validation_1-mae:5986.16357 [1168] validation_0-mae:4361.98096 validation_1-mae:5986.29395 [1169] validation_0-mae:4361.19434 validation_1-mae:5986.04297 [1170] validation_0-mae:4360.17871 validation_1-mae:5986.00098 [1171] validation_0-mae:4357.97949 validation_1-mae:5985.65478 [1172] validation_0-mae:4356.48877 validation_1-mae:5986.79736 [1173] validation_0-mae:4354.75342 validation_1-mae:5986.34228 [1174] validation_0-mae:4352.84180 validation_1-mae:5985.36768 [1175] validation_0-mae:4352.03076 validation_1-mae:5985.64355 [1176] validation_0-mae:4351.07715 validation_1-mae:5985.96045 [1177] validation_0-mae:4350.36572 validation_1-mae:5986.07275 [1178] validation_0-mae:4349.51709 validation_1-mae:5985.91846 [1179] validation_0-mae:4348.68945 validation_1-mae:5986.06152 [1180] validation_0-mae:4348.23486 validation_1-mae:5986.25391 [1181] validation_0-mae:4347.35498 validation_1-mae:5986.03760 [1182] validation_0-mae:4346.67383 validation_1-mae:5985.83594 [1183] validation_0-mae:4346.32227 validation_1-mae:5985.47363 [1184] validation_0-mae:4346.15772 validation_1-mae:5985.52637 [1185] validation_0-mae:4345.23486 validation_1-mae:5985.83545 [1186] validation_0-mae:4343.81250 validation_1-mae:5985.37256 [1187] validation_0-mae:4342.88037 validation_1-mae:5985.48340 [1188] validation_0-mae:4342.08008 validation_1-mae:5985.83496 [1189] validation_0-mae:4340.50635 validation_1-mae:5985.42822 [1190] validation_0-mae:4339.26904 validation_1-mae:5985.95068 [1191] validation_0-mae:4338.20215 validation_1-mae:5986.17627 [1192] validation_0-mae:4337.65039 validation_1-mae:5986.08838 [1193] validation_0-mae:4336.79297 validation_1-mae:5985.49853 [1194] validation_0-mae:4336.30322 validation_1-mae:5985.38867 [1195] validation_0-mae:4335.51465 validation_1-mae:5984.91943 [1196] validation_0-mae:4334.47314 validation_1-mae:5984.81592 [1197] validation_0-mae:4333.49121 validation_1-mae:5984.80078 [1198] validation_0-mae:4332.56250 validation_1-mae:5985.52393 [1199] validation_0-mae:4331.58301 validation_1-mae:5985.89160 [1200] validation_0-mae:4330.60693 validation_1-mae:5986.06201 [1201] validation_0-mae:4329.40576 validation_1-mae:5985.54443 [1202] validation_0-mae:4328.46387 validation_1-mae:5986.03369 [1203] validation_0-mae:4327.54590 validation_1-mae:5986.10889 [1204] validation_0-mae:4326.57471 validation_1-mae:5986.26465 [1205] validation_0-mae:4325.82666 validation_1-mae:5985.98975 [1206] validation_0-mae:4325.23242 validation_1-mae:5986.57617 [1207] validation_0-mae:4324.41357 validation_1-mae:5986.61719 [1208] validation_0-mae:4323.38721 validation_1-mae:5986.10156 [1209] validation_0-mae:4322.59863 validation_1-mae:5986.20068 [1210] validation_0-mae:4321.92090 validation_1-mae:5986.27588 [1211] validation_0-mae:4321.01123 validation_1-mae:5986.42725 [1212] validation_0-mae:4319.21973 validation_1-mae:5987.18555 [1213] validation_0-mae:4318.65088 validation_1-mae:5987.14307 [1214] validation_0-mae:4318.04297 validation_1-mae:5987.06836 [1215] validation_0-mae:4317.65967 validation_1-mae:5986.97217 [1216] validation_0-mae:4317.17627 validation_1-mae:5986.89160 [1217] validation_0-mae:4316.59082 validation_1-mae:5987.11475 [1218] validation_0-mae:4315.72168 validation_1-mae:5987.11182 [1219] validation_0-mae:4315.10156 validation_1-mae:5987.19531 [1220] validation_0-mae:4314.98730 validation_1-mae:5987.31689 [1221] validation_0-mae:4314.83936 validation_1-mae:5987.47559 [1222] validation_0-mae:4313.89453 validation_1-mae:5987.16162 [1223] validation_0-mae:4313.19580 validation_1-mae:5987.35938 [1224] validation_0-mae:4311.86182 validation_1-mae:5987.20752 [1225] validation_0-mae:4311.09619 validation_1-mae:5987.32324 [1226] validation_0-mae:4308.92139 validation_1-mae:5986.43750 [1227] validation_0-mae:4307.74658 validation_1-mae:5986.81055 [1228] validation_0-mae:4307.25537 validation_1-mae:5987.13232 [1229] validation_0-mae:4306.36377 validation_1-mae:5987.04541 [1230] validation_0-mae:4305.38330 validation_1-mae:5987.80420 [1231] validation_0-mae:4304.73633 validation_1-mae:5987.73828 [1232] validation_0-mae:4303.66113 validation_1-mae:5988.37500 [1233] validation_0-mae:4303.05957 validation_1-mae:5988.11377 [1234] validation_0-mae:4302.26562 validation_1-mae:5988.07324 [1235] validation_0-mae:4301.86328 validation_1-mae:5988.05566 [1236] validation_0-mae:4301.45361 validation_1-mae:5987.99121 [1237] validation_0-mae:4300.54297 validation_1-mae:5987.95508 [1238] validation_0-mae:4299.98389 validation_1-mae:5987.79541 [1239] validation_0-mae:4298.95361 validation_1-mae:5987.63037 [1240] validation_0-mae:4297.49609 validation_1-mae:5987.26562 [1241] validation_0-mae:4296.51367 validation_1-mae:5987.63477 [1242] validation_0-mae:4295.00586 validation_1-mae:5987.05469 [1243] validation_0-mae:4293.83984 validation_1-mae:5987.35742 [1244] validation_0-mae:4292.28076 validation_1-mae:5987.00635 [1245] validation_0-mae:4291.84570 validation_1-mae:5987.02539 [1246] validation_0-mae:4291.11328 validation_1-mae:5986.71191 [1247] validation_0-mae:4290.47510 validation_1-mae:5987.06152 [1248] validation_0-mae:4289.95117 validation_1-mae:5986.95068 [1249] validation_0-mae:4289.28369 validation_1-mae:5986.99414 [1250] validation_0-mae:4288.78613 validation_1-mae:5986.78076 [1251] validation_0-mae:4287.94531 validation_1-mae:5986.51172 [1252] validation_0-mae:4287.46240 validation_1-mae:5986.38086 [1253] validation_0-mae:4286.04053 validation_1-mae:5986.84570 [1254] validation_0-mae:4285.29004 validation_1-mae:5986.66357 [1255] validation_0-mae:4283.64648 validation_1-mae:5986.06641 [1256] validation_0-mae:4282.81738 validation_1-mae:5986.10938 [1257] validation_0-mae:4282.20312 validation_1-mae:5985.88330 [1258] validation_0-mae:4281.49121 validation_1-mae:5985.93457 [1259] validation_0-mae:4280.51221 validation_1-mae:5987.00195 [1260] validation_0-mae:4279.75830 validation_1-mae:5987.28174 [1261] validation_0-mae:4277.64648 validation_1-mae:5986.57715 [1262] validation_0-mae:4276.51465 validation_1-mae:5986.60107 [1263] validation_0-mae:4274.81689 validation_1-mae:5986.41064 [1264] validation_0-mae:4272.71484 validation_1-mae:5985.52881 [1265] validation_0-mae:4271.07715 validation_1-mae:5985.13867 [1266] validation_0-mae:4270.35938 validation_1-mae:5984.86963 [1267] validation_0-mae:4269.76123 validation_1-mae:5984.87061 [1268] validation_0-mae:4268.27344 validation_1-mae:5984.27930 [1269] validation_0-mae:4267.59180 validation_1-mae:5984.37647 [1270] validation_0-mae:4266.87012 validation_1-mae:5984.51025 [1271] validation_0-mae:4266.04688 validation_1-mae:5984.51367 [1272] validation_0-mae:4265.45654 validation_1-mae:5985.26758 [1273] validation_0-mae:4264.58887 validation_1-mae:5985.50781 [1274] validation_0-mae:4263.34473 validation_1-mae:5985.87305 [1275] validation_0-mae:4262.58496 validation_1-mae:5985.82812 [1276] validation_0-mae:4261.86865 validation_1-mae:5985.88184 [1277] validation_0-mae:4261.50147 validation_1-mae:5985.93018 [1278] validation_0-mae:4261.05762 validation_1-mae:5985.93897 [1279] validation_0-mae:4260.68848 validation_1-mae:5986.19141 [1280] validation_0-mae:4259.41504 validation_1-mae:5986.34326 [1281] validation_0-mae:4258.98242 validation_1-mae:5986.10156 [1282] validation_0-mae:4257.61523 validation_1-mae:5985.93311 [1283] validation_0-mae:4256.11914 validation_1-mae:5985.97168 [1284] validation_0-mae:4255.77295 validation_1-mae:5986.00439 [1285] validation_0-mae:4255.05615 validation_1-mae:5985.98193 [1286] validation_0-mae:4254.76709 validation_1-mae:5985.67236 [1287] validation_0-mae:4254.01270 validation_1-mae:5985.62353 [1288] validation_0-mae:4252.63623 validation_1-mae:5985.26953 [1289] validation_0-mae:4251.26758 validation_1-mae:5985.32715 [1290] validation_0-mae:4250.37647 validation_1-mae:5985.45801 [1291] validation_0-mae:4249.90478 validation_1-mae:5986.12012 [1292] validation_0-mae:4249.28272 validation_1-mae:5985.84473 [1293] validation_0-mae:4248.64502 validation_1-mae:5985.67773 [1294] validation_0-mae:4247.62598 validation_1-mae:5985.49805 [1295] validation_0-mae:4247.21387 validation_1-mae:5985.59619 [1296] validation_0-mae:4246.89600 validation_1-mae:5985.81055 [1297] validation_0-mae:4246.56934 validation_1-mae:5985.70752 [1298] validation_0-mae:4246.30811 validation_1-mae:5985.84180 [1299] validation_0-mae:4245.47559 validation_1-mae:5985.98779 [1300] validation_0-mae:4245.32666 validation_1-mae:5986.31445 [1301] validation_0-mae:4244.61279 validation_1-mae:5986.09082 [1302] validation_0-mae:4244.00342 validation_1-mae:5986.15674 [1303] validation_0-mae:4243.89697 validation_1-mae:5986.19238 [1304] validation_0-mae:4243.55029 validation_1-mae:5986.19189 [1305] validation_0-mae:4242.85205 validation_1-mae:5986.63916 [1306] validation_0-mae:4241.58350 validation_1-mae:5986.60645 [1307] validation_0-mae:4240.63232 validation_1-mae:5986.45361 [1308] validation_0-mae:4240.06152 validation_1-mae:5986.33008 [1309] validation_0-mae:4239.34473 validation_1-mae:5986.35449 [1310] validation_0-mae:4238.41113 validation_1-mae:5986.28174 [1311] validation_0-mae:4237.50439 validation_1-mae:5986.19971 [1312] validation_0-mae:4236.65332 validation_1-mae:5986.07568 [1313] validation_0-mae:4236.11328 validation_1-mae:5986.14111 [1314] validation_0-mae:4235.43018 validation_1-mae:5986.12598 [1315] validation_0-mae:4234.19434 validation_1-mae:5986.88770 [1316] validation_0-mae:4232.49609 validation_1-mae:5985.84277 [1317] validation_0-mae:4231.78418 validation_1-mae:5985.96533 [1318] validation_0-mae:4231.18994 validation_1-mae:5986.37891 [1319] validation_0-mae:4230.56494 validation_1-mae:5985.96338 [1320] validation_0-mae:4229.76270 validation_1-mae:5986.30420 [1321] validation_0-mae:4229.29980 validation_1-mae:5986.27539 [1322] validation_0-mae:4228.71143 validation_1-mae:5986.42920 [1323] validation_0-mae:4227.51318 validation_1-mae:5986.00439 [1324] validation_0-mae:4226.75293 validation_1-mae:5985.90918 [1325] validation_0-mae:4225.59375 validation_1-mae:5986.20801 [1326] validation_0-mae:4223.58643 validation_1-mae:5985.20312 [1327] validation_0-mae:4222.02441 validation_1-mae:5985.23340 [1328] validation_0-mae:4221.10303 validation_1-mae:5984.49658 [1329] validation_0-mae:4219.82520 validation_1-mae:5984.34277 [1330] validation_0-mae:4219.46875 validation_1-mae:5984.45215 [1331] validation_0-mae:4218.80420 validation_1-mae:5983.89746 [1332] validation_0-mae:4217.57812 validation_1-mae:5983.66797 [1333] validation_0-mae:4217.22266 validation_1-mae:5983.69922 [1334] validation_0-mae:4216.69971 validation_1-mae:5983.42236 [1335] validation_0-mae:4215.94287 validation_1-mae:5983.57568 [1336] validation_0-mae:4215.90625 validation_1-mae:5983.57422 [1337] validation_0-mae:4215.18359 validation_1-mae:5983.14648 [1338] validation_0-mae:4214.41260 validation_1-mae:5982.95020 [1339] validation_0-mae:4214.14990 validation_1-mae:5982.85059 [1340] validation_0-mae:4213.59961 validation_1-mae:5982.51172 [1341] validation_0-mae:4212.31201 validation_1-mae:5982.61865 [1342] validation_0-mae:4211.38330 validation_1-mae:5982.98096 [1343] validation_0-mae:4210.65674 validation_1-mae:5983.14258 [1344] validation_0-mae:4210.10254 validation_1-mae:5983.30371 [1345] validation_0-mae:4208.78418 validation_1-mae:5983.29688 [1346] validation_0-mae:4208.00684 validation_1-mae:5983.68359 [1347] validation_0-mae:4207.57129 validation_1-mae:5983.62305 [1348] validation_0-mae:4205.98486 validation_1-mae:5984.48779 [1349] validation_0-mae:4204.46582 validation_1-mae:5983.92236 [1350] validation_0-mae:4203.36572 validation_1-mae:5984.92334 [1351] validation_0-mae:4201.94336 validation_1-mae:5985.30762 [1352] validation_0-mae:4201.20117 validation_1-mae:5985.22900 [1353] validation_0-mae:4200.07764 validation_1-mae:5985.61230 [1354] validation_0-mae:4199.27148 validation_1-mae:5985.62549 [1355] validation_0-mae:4197.24219 validation_1-mae:5984.57959 [1356] validation_0-mae:4195.96582 validation_1-mae:5984.78857 [1357] validation_0-mae:4194.97607 validation_1-mae:5984.25537 [1358] validation_0-mae:4194.56543 validation_1-mae:5984.08203 [1359] validation_0-mae:4193.57861 validation_1-mae:5984.03320 [1360] validation_0-mae:4192.57910 validation_1-mae:5984.36377 [1361] validation_0-mae:4191.94678 validation_1-mae:5984.11279 [1362] validation_0-mae:4191.40674 validation_1-mae:5984.16162 [1363] validation_0-mae:4190.01270 validation_1-mae:5983.58057 [1364] validation_0-mae:4188.52295 validation_1-mae:5983.21582 [1365] validation_0-mae:4187.44482 validation_1-mae:5983.27148 [1366] validation_0-mae:4186.32812 validation_1-mae:5983.03711 [1367] validation_0-mae:4184.92383 validation_1-mae:5983.22803 [1368] validation_0-mae:4184.15918 validation_1-mae:5983.14111 [1369] validation_0-mae:4182.90186 validation_1-mae:5983.48486 [1370] validation_0-mae:4181.50244 validation_1-mae:5983.81299 [1371] validation_0-mae:4179.28564 validation_1-mae:5984.25342 [1372] validation_0-mae:4178.66846 validation_1-mae:5984.44287 [1373] validation_0-mae:4177.22803 validation_1-mae:5984.29150 [1374] validation_0-mae:4176.22656 validation_1-mae:5984.01709 [1375] validation_0-mae:4175.37256 validation_1-mae:5983.87598 [1376] validation_0-mae:4174.07764 validation_1-mae:5984.03662 [1377] validation_0-mae:4172.59277 validation_1-mae:5984.36328 [1378] validation_0-mae:4171.72705 validation_1-mae:5984.58301 [1379] validation_0-mae:4171.34131 validation_1-mae:5984.78272 [1380] validation_0-mae:4170.69189 validation_1-mae:5984.83643 [1381] validation_0-mae:4170.18311 validation_1-mae:5984.97754 [1382] validation_0-mae:4169.25049 validation_1-mae:5985.30664 [1383] validation_0-mae:4168.68408 validation_1-mae:5985.41943 [1384] validation_0-mae:4167.18603 validation_1-mae:5985.26270 [1385] validation_0-mae:4166.77734 validation_1-mae:5985.06006 [1386] validation_0-mae:4166.32227 validation_1-mae:5984.76660 [1387] validation_0-mae:4164.89502 validation_1-mae:5984.08936 [1388] validation_0-mae:4164.48340 validation_1-mae:5984.05762 [1389] validation_0-mae:4163.68799 validation_1-mae:5984.08838 [1390] validation_0-mae:4162.92090 validation_1-mae:5983.97656 [1391] validation_0-mae:4162.08203 validation_1-mae:5984.19531 [1392] validation_0-mae:4161.44531 validation_1-mae:5984.09277 [1393] validation_0-mae:4160.52490 validation_1-mae:5984.43115 [1394] validation_0-mae:4158.80811 validation_1-mae:5984.17822 [1395] validation_0-mae:4157.72412 validation_1-mae:5984.15625 [1396] validation_0-mae:4156.22363 validation_1-mae:5984.37012 [1397] validation_0-mae:4155.40039 validation_1-mae:5984.36768 [1398] validation_0-mae:4154.11084 validation_1-mae:5984.39648 [1399] validation_0-mae:4152.50830 validation_1-mae:5984.33203 [1400] validation_0-mae:4152.05957 validation_1-mae:5984.65576 [1401] validation_0-mae:4151.40967 validation_1-mae:5984.37305 [1402] validation_0-mae:4150.83105 validation_1-mae:5984.39648 [1403] validation_0-mae:4150.06592 validation_1-mae:5984.09082 [1404] validation_0-mae:4149.17578 validation_1-mae:5983.89160 [1405] validation_0-mae:4148.91016 validation_1-mae:5983.98730 [1406] validation_0-mae:4148.52344 validation_1-mae:5984.22217 [1407] validation_0-mae:4148.02637 validation_1-mae:5983.89502 [1408] validation_0-mae:4147.36816 validation_1-mae:5983.75049 [1409] validation_0-mae:4145.85840 validation_1-mae:5983.68457 [1410] validation_0-mae:4145.32520 validation_1-mae:5983.47070 [1411] validation_0-mae:4145.08643 validation_1-mae:5983.65234 [1412] validation_0-mae:4144.08594 validation_1-mae:5983.14111 [1413] validation_0-mae:4143.05908 validation_1-mae:5982.60791 [1414] validation_0-mae:4142.39990 validation_1-mae:5982.71533 [1415] validation_0-mae:4142.35449 validation_1-mae:5982.84033 [1416] validation_0-mae:4141.35791 validation_1-mae:5983.30029 [1417] validation_0-mae:4140.91992 validation_1-mae:5983.29980 [1418] validation_0-mae:4140.88721 validation_1-mae:5983.35840 [1419] validation_0-mae:4140.04688 validation_1-mae:5983.52100 [1420] validation_0-mae:4139.51953 validation_1-mae:5983.63525 [1421] validation_0-mae:4138.90430 validation_1-mae:5983.83740 [1422] validation_0-mae:4138.55029 validation_1-mae:5983.76953 [1423] validation_0-mae:4138.13770 validation_1-mae:5983.59668 [1424] validation_0-mae:4137.45312 validation_1-mae:5983.35010 [1425] validation_0-mae:4136.84326 validation_1-mae:5982.97949 [1426] validation_0-mae:4135.65723 validation_1-mae:5982.80322 [1427] validation_0-mae:4134.56592 validation_1-mae:5982.93652 [1428] validation_0-mae:4133.49170 validation_1-mae:5982.37842 [1429] validation_0-mae:4132.83789 validation_1-mae:5982.13916 [1430] validation_0-mae:4131.80664 validation_1-mae:5982.21387 [1431] validation_0-mae:4131.10791 validation_1-mae:5982.36865 [1432] validation_0-mae:4130.58398 validation_1-mae:5982.40088 [1433] validation_0-mae:4129.87109 validation_1-mae:5982.47168 [1434] validation_0-mae:4129.27783 validation_1-mae:5982.44580 [1435] validation_0-mae:4128.84668 validation_1-mae:5982.39746 [1436] validation_0-mae:4128.05225 validation_1-mae:5982.41162 [1437] validation_0-mae:4127.25293 validation_1-mae:5982.03613 [1438] validation_0-mae:4126.50049 validation_1-mae:5982.01514 [1439] validation_0-mae:4126.38477 validation_1-mae:5981.90283 [1440] validation_0-mae:4125.97949 validation_1-mae:5981.91162 [1441] validation_0-mae:4125.62402 validation_1-mae:5981.70215 [1442] validation_0-mae:4124.77588 validation_1-mae:5981.90820 [1443] validation_0-mae:4123.64844 validation_1-mae:5982.19873 [1444] validation_0-mae:4123.13135 validation_1-mae:5981.98682 [1445] validation_0-mae:4122.37695 validation_1-mae:5981.60303 [1446] validation_0-mae:4121.79199 validation_1-mae:5981.79834 [1447] validation_0-mae:4121.73828 validation_1-mae:5981.88623 [1448] validation_0-mae:4121.63184 validation_1-mae:5981.78467 [1449] validation_0-mae:4121.28076 validation_1-mae:5981.70312 [1450] validation_0-mae:4120.44043 validation_1-mae:5981.36865 [1451] validation_0-mae:4118.96289 validation_1-mae:5981.78809 [1452] validation_0-mae:4117.42041 validation_1-mae:5981.58203 [1453] validation_0-mae:4116.00635 validation_1-mae:5981.41797 [1454] validation_0-mae:4114.87500 validation_1-mae:5981.50732 [1455] validation_0-mae:4113.80811 validation_1-mae:5981.31641 [1456] validation_0-mae:4113.26367 validation_1-mae:5981.33984 [1457] validation_0-mae:4112.56787 validation_1-mae:5981.24756 [1458] validation_0-mae:4112.06152 validation_1-mae:5981.86182 [1459] validation_0-mae:4111.52539 validation_1-mae:5981.55078 [1460] validation_0-mae:4110.49072 validation_1-mae:5981.65967 [1461] validation_0-mae:4109.94922 validation_1-mae:5981.78711 [1462] validation_0-mae:4109.33496 validation_1-mae:5982.17383 [1463] validation_0-mae:4108.50781 validation_1-mae:5982.00195 [1464] validation_0-mae:4107.70654 validation_1-mae:5981.67725 [1465] validation_0-mae:4106.80273 validation_1-mae:5981.00830 [1466] validation_0-mae:4106.00977 validation_1-mae:5981.71191 [1467] validation_0-mae:4105.48975 validation_1-mae:5981.94873 [1468] validation_0-mae:4105.11133 validation_1-mae:5982.11621 [1469] validation_0-mae:4104.62012 validation_1-mae:5982.00049 [1470] validation_0-mae:4103.93018 validation_1-mae:5982.05859 [1471] validation_0-mae:4102.25586 validation_1-mae:5982.23828 [1472] validation_0-mae:4101.83887 validation_1-mae:5982.12256 [1473] validation_0-mae:4101.14941 validation_1-mae:5982.10498 [1474] validation_0-mae:4100.67334 validation_1-mae:5982.44287 [1475] validation_0-mae:4099.88477 validation_1-mae:5982.58643 [1476] validation_0-mae:4099.09228 validation_1-mae:5982.33887 [1477] validation_0-mae:4098.53174 validation_1-mae:5982.09961 [1478] validation_0-mae:4097.80811 validation_1-mae:5981.82227 [1479] validation_0-mae:4097.19482 validation_1-mae:5981.55859 [1480] validation_0-mae:4096.36377 validation_1-mae:5981.50000 [1481] validation_0-mae:4094.70044 validation_1-mae:5981.53174 [1482] validation_0-mae:4094.03564 validation_1-mae:5981.29297 [1483] validation_0-mae:4093.58887 validation_1-mae:5981.43652 [1484] validation_0-mae:4092.96631 validation_1-mae:5981.21045 [1485] validation_0-mae:4091.51269 validation_1-mae:5980.70361 [1486] validation_0-mae:4090.77783 validation_1-mae:5980.49023 [1487] validation_0-mae:4090.41040 validation_1-mae:5980.62353 [1488] validation_0-mae:4088.64404 validation_1-mae:5981.10547 [1489] validation_0-mae:4088.36475 validation_1-mae:5981.20752 [1490] validation_0-mae:4088.08081 validation_1-mae:5981.21680 [1491] validation_0-mae:4086.75024 validation_1-mae:5980.93750 [1492] validation_0-mae:4086.13477 validation_1-mae:5980.98779 [1493] validation_0-mae:4085.56445 validation_1-mae:5981.34277 [1494] validation_0-mae:4085.41675 validation_1-mae:5981.43555 [1495] validation_0-mae:4084.59790 validation_1-mae:5981.55225 [1496] validation_0-mae:4083.32471 validation_1-mae:5982.13574 [1497] validation_0-mae:4081.76880 validation_1-mae:5982.41162 [1498] validation_0-mae:4080.53687 validation_1-mae:5982.93213 [1499] validation_0-mae:4079.14893 validation_1-mae:5982.92578 [1500] validation_0-mae:4078.18799 validation_1-mae:5983.49365 [1501] validation_0-mae:4077.27246 validation_1-mae:5983.73828 [1502] validation_0-mae:4075.96533 validation_1-mae:5983.64307 [1503] validation_0-mae:4075.45508 validation_1-mae:5984.01318 [1504] validation_0-mae:4075.22412 validation_1-mae:5984.09863 [1505] validation_0-mae:4074.55078 validation_1-mae:5984.07471 [1506] validation_0-mae:4073.45972 validation_1-mae:5984.78564 [1507] validation_0-mae:4071.95532 validation_1-mae:5984.34522 [1508] validation_0-mae:4070.72754 validation_1-mae:5984.56738 [1509] validation_0-mae:4069.49561 validation_1-mae:5984.48486 [1510] validation_0-mae:4067.90088 validation_1-mae:5984.64502 [1511] validation_0-mae:4067.44946 validation_1-mae:5984.61816 [1512] validation_0-mae:4067.28540 validation_1-mae:5984.58838 [1513] validation_0-mae:4066.87158 validation_1-mae:5984.71924 [1514] validation_0-mae:4066.34766 validation_1-mae:5984.60107 [1515] validation_0-mae:4064.64404 validation_1-mae:5984.49414 [1516] validation_0-mae:4064.07129 validation_1-mae:5984.43750 [1517] validation_0-mae:4063.76807 validation_1-mae:5984.38672 [1518] validation_0-mae:4062.96729 validation_1-mae:5983.83594 [1519] validation_0-mae:4062.60449 validation_1-mae:5983.70020 [1520] validation_0-mae:4061.78076 validation_1-mae:5983.64844 [1521] validation_0-mae:4061.36255 validation_1-mae:5983.57764 [1522] validation_0-mae:4061.32666 validation_1-mae:5983.59277 [1523] validation_0-mae:4060.89868 validation_1-mae:5983.56934 [1524] validation_0-mae:4060.51807 validation_1-mae:5983.26172 [1525] validation_0-mae:4059.58838 validation_1-mae:5983.11475 [1526] validation_0-mae:4058.22485 validation_1-mae:5983.39404 [1527] validation_0-mae:4057.33008 validation_1-mae:5983.27344 [1528] validation_0-mae:4056.57324 validation_1-mae:5983.66357 [1529] validation_0-mae:4056.19458 validation_1-mae:5983.82764 [1530] validation_0-mae:4055.58520 validation_1-mae:5983.80957 [1531] validation_0-mae:4055.10278 validation_1-mae:5983.70605 [1532] validation_0-mae:4054.37500 validation_1-mae:5983.90137 [1533] validation_0-mae:4053.31177 validation_1-mae:5983.53711 [1534] validation_0-mae:4052.27368 validation_1-mae:5983.32861 [1535] validation_0-mae:4051.98340 validation_1-mae:5983.05029 [1536] validation_0-mae:4050.79102 validation_1-mae:5983.20703 [1537] validation_0-mae:4050.07495 validation_1-mae:5983.04639 [1538] validation_0-mae:4049.18066 validation_1-mae:5982.87207 [1539] validation_0-mae:4048.54248 validation_1-mae:5983.17920 [1540] validation_0-mae:4048.04688 validation_1-mae:5983.21533 [1541] validation_0-mae:4047.49756 validation_1-mae:5983.36133 [1542] validation_0-mae:4046.21240 validation_1-mae:5983.65186 [1543] validation_0-mae:4045.72949 validation_1-mae:5983.62207 [1544] validation_0-mae:4045.08887 validation_1-mae:5983.76416 [1545] validation_0-mae:4044.24512 validation_1-mae:5984.25391 [1546] validation_0-mae:4043.56323 validation_1-mae:5984.05225 [1547] validation_0-mae:4042.24976 validation_1-mae:5984.06787 [1548] validation_0-mae:4040.85303 validation_1-mae:5983.76758 [1549] validation_0-mae:4039.76416 validation_1-mae:5983.91211 [1550] validation_0-mae:4039.16577 validation_1-mae:5983.71387 [1551] validation_0-mae:4038.75146 validation_1-mae:5983.73389 [1552] validation_0-mae:4037.84351 validation_1-mae:5984.00000 [1553] validation_0-mae:4037.29272 validation_1-mae:5983.87598 [1554] validation_0-mae:4036.59058 validation_1-mae:5983.60303 [1555] validation_0-mae:4036.26685 validation_1-mae:5983.67383 [1556] validation_0-mae:4035.61768 validation_1-mae:5983.45850 [1557] validation_0-mae:4034.68286 validation_1-mae:5983.09863 [1558] validation_0-mae:4033.89941 validation_1-mae:5983.14307 [1559] validation_0-mae:4032.40112 validation_1-mae:5982.28174 [1560] validation_0-mae:4031.84399 validation_1-mae:5982.33789 [1561] validation_0-mae:4031.11621 validation_1-mae:5982.42432 [1562] validation_0-mae:4030.22827 validation_1-mae:5982.29150 [1563] validation_0-mae:4028.81152 validation_1-mae:5982.36670 [1564] validation_0-mae:4027.52515 validation_1-mae:5982.57812 [1565] validation_0-mae:4026.27124 validation_1-mae:5982.38574 [1566] validation_0-mae:4025.32568 validation_1-mae:5982.98047 [1567] validation_0-mae:4024.06274 validation_1-mae:5983.19873 [1568] validation_0-mae:4022.78052 validation_1-mae:5982.48730 [1569] validation_0-mae:4021.91187 validation_1-mae:5982.69434 [1570] validation_0-mae:4020.84766 validation_1-mae:5982.95166 [1571] validation_0-mae:4019.79981 validation_1-mae:5983.05664 [1572] validation_0-mae:4019.09912 validation_1-mae:5983.08545 [1573] validation_0-mae:4018.39404 validation_1-mae:5983.47119 [1574] validation_0-mae:4016.76074 validation_1-mae:5983.24609 [1575] validation_0-mae:4016.02979 validation_1-mae:5983.42773 [1576] validation_0-mae:4014.71997 validation_1-mae:5983.36523 [1577] validation_0-mae:4013.85376 validation_1-mae:5983.10352 [1578] validation_0-mae:4012.82617 validation_1-mae:5983.26953 [1579] validation_0-mae:4011.96533 validation_1-mae:5982.90478 [1580] validation_0-mae:4011.39307 validation_1-mae:5982.96045 [1581] validation_0-mae:4010.59888 validation_1-mae:5982.72510 [1582] validation_0-mae:4009.80762 validation_1-mae:5982.52539 [1583] validation_0-mae:4008.70557 validation_1-mae:5982.95215 [1584] validation_0-mae:4008.19751 validation_1-mae:5983.18115 [1585] validation_0-mae:4006.94336 validation_1-mae:5983.43164 [1586] validation_0-mae:4005.96094 validation_1-mae:5983.66992 [1587] validation_0-mae:4004.96313 validation_1-mae:5983.45459 [1588] validation_0-mae:4004.08496 validation_1-mae:5983.71533 [1589] validation_0-mae:4002.52734 validation_1-mae:5983.31934 [1590] validation_0-mae:4001.88135 validation_1-mae:5983.18652 [1591] validation_0-mae:4001.32446 validation_1-mae:5983.10352 [1592] validation_0-mae:4000.10059 validation_1-mae:5983.08447 [1593] validation_0-mae:3998.40967 validation_1-mae:5983.67529 [1594] validation_0-mae:3997.61401 validation_1-mae:5983.85840 [1595] validation_0-mae:3996.97168 validation_1-mae:5983.89502 [1596] validation_0-mae:3996.60010 validation_1-mae:5983.98779 [1597] validation_0-mae:3995.94482 validation_1-mae:5983.77100 [1598] validation_0-mae:3995.46973 validation_1-mae:5983.72119 [1599] validation_0-mae:3994.53833 validation_1-mae:5983.17285 [1600] validation_0-mae:3993.70996 validation_1-mae:5983.21045 [1601] validation_0-mae:3992.93457 validation_1-mae:5982.90137 [1602] validation_0-mae:3992.05835 validation_1-mae:5982.84033 [1603] validation_0-mae:3990.32739 validation_1-mae:5982.54053 [1604] validation_0-mae:3989.15137 validation_1-mae:5982.30029 [1605] validation_0-mae:3988.42285 validation_1-mae:5982.45947 [1606] validation_0-mae:3987.12891 validation_1-mae:5982.72705 [1607] validation_0-mae:3986.45776 validation_1-mae:5982.93115 [1608] validation_0-mae:3986.14917 validation_1-mae:5983.18897 [1609] validation_0-mae:3985.46313 validation_1-mae:5983.23242 [1610] validation_0-mae:3984.90820 validation_1-mae:5983.19971 [1611] validation_0-mae:3984.11938 validation_1-mae:5983.12842 [1612] validation_0-mae:3983.81836 validation_1-mae:5983.43506 [1613] validation_0-mae:3983.13721 validation_1-mae:5983.23535 [1614] validation_0-mae:3982.92822 validation_1-mae:5982.98584 [1615] validation_0-mae:3982.42578 validation_1-mae:5982.84766 [1616] validation_0-mae:3981.76733 validation_1-mae:5983.07324 [1617] validation_0-mae:3980.84644 validation_1-mae:5983.04639 [1618] validation_0-mae:3979.97070 validation_1-mae:5982.76367 [1619] validation_0-mae:3979.95679 validation_1-mae:5982.78857 [1620] validation_0-mae:3979.35107 validation_1-mae:5982.57080 [1621] validation_0-mae:3978.55713 validation_1-mae:5982.84668 [1622] validation_0-mae:3978.25122 validation_1-mae:5982.85156 [1623] validation_0-mae:3977.11060 validation_1-mae:5983.25439 [1624] validation_0-mae:3975.98071 validation_1-mae:5983.85596 [1625] validation_0-mae:3975.21338 validation_1-mae:5983.91895 [1626] validation_0-mae:3973.31079 validation_1-mae:5983.70898 [1627] validation_0-mae:3971.61938 validation_1-mae:5983.98486 [1628] validation_0-mae:3971.02612 validation_1-mae:5984.24023 [1629] validation_0-mae:3969.91089 validation_1-mae:5984.60889 [1630] validation_0-mae:3968.29102 validation_1-mae:5984.08545 [1631] validation_0-mae:3967.51538 validation_1-mae:5983.79785 [1632] validation_0-mae:3966.13623 validation_1-mae:5983.70068 [1633] validation_0-mae:3964.70850 validation_1-mae:5983.06885 [1634] validation_0-mae:3963.15088 validation_1-mae:5982.89844 [1635] validation_0-mae:3961.98731 validation_1-mae:5983.35010 [1636] validation_0-mae:3961.16480 validation_1-mae:5983.28857 [1637] validation_0-mae:3960.02319 validation_1-mae:5983.64746 [1638] validation_0-mae:3958.89087 validation_1-mae:5983.52686 [1639] validation_0-mae:3958.16211 validation_1-mae:5983.46875 [1640] validation_0-mae:3957.17383 validation_1-mae:5983.39844 [1641] validation_0-mae:3956.40527 validation_1-mae:5983.44189 [1642] validation_0-mae:3954.70117 validation_1-mae:5982.84961 [1643] validation_0-mae:3953.88696 validation_1-mae:5982.96436 [1644] validation_0-mae:3952.84326 validation_1-mae:5983.40234 [1645] validation_0-mae:3952.13818 validation_1-mae:5983.66455 [1646] validation_0-mae:3951.16309 validation_1-mae:5983.58887 [1647] validation_0-mae:3950.43652 validation_1-mae:5983.49316 [1648] validation_0-mae:3949.38452 validation_1-mae:5983.31592 [1649] validation_0-mae:3948.62109 validation_1-mae:5983.52588 [1650] validation_0-mae:3947.54028 validation_1-mae:5983.78760 [1651] validation_0-mae:3946.42871 validation_1-mae:5983.57422 [1652] validation_0-mae:3945.67065 validation_1-mae:5983.40869 [1653] validation_0-mae:3944.99463 validation_1-mae:5983.18555 [1654] validation_0-mae:3944.07739 validation_1-mae:5983.41260 [1655] validation_0-mae:3942.85938 validation_1-mae:5983.64746 [1656] validation_0-mae:3942.04224 validation_1-mae:5983.71582 [1657] validation_0-mae:3940.77612 validation_1-mae:5983.92627 [1658] validation_0-mae:3940.25928 validation_1-mae:5983.89551 [1659] validation_0-mae:3939.24854 validation_1-mae:5983.79736 [1660] validation_0-mae:3938.39575 validation_1-mae:5983.50049 [1661] validation_0-mae:3937.50342 validation_1-mae:5983.72949 [1662] validation_0-mae:3936.75732 validation_1-mae:5983.50781 [1663] validation_0-mae:3936.23486 validation_1-mae:5983.13672 [1664] validation_0-mae:3935.02710 validation_1-mae:5983.20557 [1665] validation_0-mae:3933.74316 validation_1-mae:5983.09277 [1666] validation_0-mae:3932.87012 validation_1-mae:5982.90674 [1667] validation_0-mae:3932.28906 validation_1-mae:5982.97559 [1668] validation_0-mae:3931.98975 validation_1-mae:5983.07666 [1669] validation_0-mae:3931.22730 validation_1-mae:5983.22412 [1670] validation_0-mae:3930.30225 validation_1-mae:5983.27197 [1671] validation_0-mae:3929.86719 validation_1-mae:5983.63477 [1672] validation_0-mae:3929.27783 validation_1-mae:5983.65381 [1673] validation_0-mae:3928.43677 validation_1-mae:5983.62598 [1674] validation_0-mae:3927.89111 validation_1-mae:5983.44141 [1675] validation_0-mae:3927.27466 validation_1-mae:5983.49023 [1676] validation_0-mae:3926.83057 validation_1-mae:5983.67822 [1677] validation_0-mae:3926.38769 validation_1-mae:5983.49463 [1678] validation_0-mae:3925.89502 validation_1-mae:5983.52881 [1679] validation_0-mae:3925.25684 validation_1-mae:5983.37842 [1680] validation_0-mae:3925.05005 validation_1-mae:5983.33789 [1681] validation_0-mae:3924.65967 validation_1-mae:5983.57715 [1682] validation_0-mae:3924.50806 validation_1-mae:5983.48340 [1683] validation_0-mae:3923.82422 validation_1-mae:5983.13867 [1684] validation_0-mae:3923.20581 validation_1-mae:5983.25977 [1685] validation_0-mae:3923.11597 validation_1-mae:5983.33252 [1686] validation_0-mae:3922.31812 validation_1-mae:5983.78369 [1687] validation_0-mae:3921.61157 validation_1-mae:5984.51270 [1688] validation_0-mae:3921.49097 validation_1-mae:5984.50293 [1689] validation_0-mae:3920.64453 validation_1-mae:5984.14160 [1690] validation_0-mae:3920.36304 validation_1-mae:5984.19434 [1691] validation_0-mae:3919.29028 validation_1-mae:5983.87598 [1692] validation_0-mae:3918.80688 validation_1-mae:5983.82031 [1693] validation_0-mae:3917.86816 validation_1-mae:5983.67188 [1694] validation_0-mae:3917.05103 validation_1-mae:5983.94336 [1695] validation_0-mae:3916.46240 validation_1-mae:5983.99414 [1696] validation_0-mae:3916.13232 validation_1-mae:5984.06592 [1697] validation_0-mae:3914.80005 validation_1-mae:5984.02490 [1698] validation_0-mae:3914.05591 validation_1-mae:5983.86377 [1699] validation_0-mae:3913.11035 validation_1-mae:5983.90723 Dropping: smart [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.14258 [13] validation_0-mae:9819.97461 validation_1-mae:9626.33984 [14] validation_0-mae:9418.90527 validation_1-mae:9235.68164 [15] validation_0-mae:9084.41894 validation_1-mae:8908.25391 [16] validation_0-mae:8802.76660 validation_1-mae:8636.84473 [17] validation_0-mae:8567.56836 validation_1-mae:8412.41309 [18] validation_0-mae:8374.73828 validation_1-mae:8224.23438 [19] validation_0-mae:8211.97070 validation_1-mae:8071.29590 [20] validation_0-mae:8069.25439 validation_1-mae:7940.15967 [21] validation_0-mae:7944.89600 validation_1-mae:7832.24023 [22] validation_0-mae:7846.75684 validation_1-mae:7745.81348 [23] validation_0-mae:7760.49268 validation_1-mae:7676.68457 [24] validation_0-mae:7676.77881 validation_1-mae:7598.33838 [25] validation_0-mae:7604.22461 validation_1-mae:7535.01807 [26] validation_0-mae:7548.76904 validation_1-mae:7488.23340 [27] validation_0-mae:7488.48926 validation_1-mae:7433.98047 [28] validation_0-mae:7439.25342 validation_1-mae:7392.89062 [29] validation_0-mae:7397.08154 validation_1-mae:7358.71875 [30] validation_0-mae:7361.37988 validation_1-mae:7328.25293 [31] validation_0-mae:7320.82324 validation_1-mae:7291.71289 [32] validation_0-mae:7292.41406 validation_1-mae:7274.24609 [33] validation_0-mae:7264.21289 validation_1-mae:7253.61670 [34] validation_0-mae:7233.89893 validation_1-mae:7233.65772 [35] validation_0-mae:7202.42920 validation_1-mae:7209.01416 [36] validation_0-mae:7185.20361 validation_1-mae:7195.59961 [37] validation_0-mae:7167.49853 validation_1-mae:7185.58398 [38] validation_0-mae:7142.06152 validation_1-mae:7164.08545 [39] validation_0-mae:7120.69287 validation_1-mae:7146.89893 [40] validation_0-mae:7102.86865 validation_1-mae:7136.53076 [41] validation_0-mae:7086.70312 validation_1-mae:7123.93652 [42] validation_0-mae:7069.58447 validation_1-mae:7113.19434 [43] validation_0-mae:7049.53027 validation_1-mae:7099.38525 [44] validation_0-mae:7037.13135 validation_1-mae:7088.70459 [45] validation_0-mae:7011.87891 validation_1-mae:7068.26172 [46] validation_0-mae:6988.43945 validation_1-mae:7048.46240 [47] validation_0-mae:6972.56152 validation_1-mae:7040.39453 [48] validation_0-mae:6947.87549 validation_1-mae:7021.92578 [49] validation_0-mae:6933.69238 validation_1-mae:7011.87598 [50] validation_0-mae:6915.77197 validation_1-mae:6998.94727 [51] validation_0-mae:6900.55615 validation_1-mae:6986.49805 [52] validation_0-mae:6889.27197 validation_1-mae:6980.78760 [53] validation_0-mae:6875.39160 validation_1-mae:6971.18018 [54] validation_0-mae:6865.36963 validation_1-mae:6967.00244 [55] validation_0-mae:6847.73633 validation_1-mae:6951.37305 [56] validation_0-mae:6831.06250 validation_1-mae:6936.94824 [57] validation_0-mae:6822.33252 validation_1-mae:6932.81494 [58] validation_0-mae:6810.88574 validation_1-mae:6922.32471 [59] validation_0-mae:6795.66113 validation_1-mae:6908.98340 [60] validation_0-mae:6783.38623 validation_1-mae:6898.49316 [61] validation_0-mae:6770.12353 validation_1-mae:6890.28125 [62] validation_0-mae:6758.69922 validation_1-mae:6880.59961 [63] validation_0-mae:6745.79736 validation_1-mae:6869.21533 [64] validation_0-mae:6735.05664 validation_1-mae:6861.77588 [65] validation_0-mae:6720.97022 validation_1-mae:6853.69482 [66] validation_0-mae:6707.59766 validation_1-mae:6843.65088 [67] validation_0-mae:6697.44971 validation_1-mae:6835.65820 [68] validation_0-mae:6681.71289 validation_1-mae:6822.98438 [69] validation_0-mae:6674.26904 validation_1-mae:6819.90527 [70] validation_0-mae:6661.05762 validation_1-mae:6810.46924 [71] validation_0-mae:6648.99853 validation_1-mae:6800.45996 [72] validation_0-mae:6638.93262 validation_1-mae:6793.26367 [73] validation_0-mae:6625.05029 validation_1-mae:6779.85352 [74] validation_0-mae:6616.62842 validation_1-mae:6775.41064 [75] validation_0-mae:6610.62012 validation_1-mae:6771.05029 [76] validation_0-mae:6603.80420 validation_1-mae:6764.81689 [77] validation_0-mae:6596.43213 validation_1-mae:6759.08594 [78] validation_0-mae:6586.54492 validation_1-mae:6752.15674 [79] validation_0-mae:6568.51367 validation_1-mae:6738.75684 [80] validation_0-mae:6559.98779 validation_1-mae:6730.42773 [81] validation_0-mae:6554.15430 validation_1-mae:6727.40088 [82] validation_0-mae:6549.21728 validation_1-mae:6724.53564 [83] validation_0-mae:6538.87939 validation_1-mae:6715.50781 [84] validation_0-mae:6527.83887 validation_1-mae:6708.09277 [85] validation_0-mae:6517.57812 validation_1-mae:6700.12402 [86] validation_0-mae:6507.20898 validation_1-mae:6691.01025 [87] validation_0-mae:6496.59619 validation_1-mae:6682.09668 [88] validation_0-mae:6488.79590 validation_1-mae:6676.36572 [89] validation_0-mae:6481.42139 validation_1-mae:6672.17969 [90] validation_0-mae:6472.62939 validation_1-mae:6665.82227 [91] validation_0-mae:6465.73633 validation_1-mae:6660.08398 [92] validation_0-mae:6458.00098 validation_1-mae:6656.56641 [93] validation_0-mae:6449.31445 validation_1-mae:6651.55322 [94] validation_0-mae:6443.06152 validation_1-mae:6648.66650 [95] validation_0-mae:6436.89844 validation_1-mae:6645.14551 [96] validation_0-mae:6431.31201 validation_1-mae:6641.35352 [97] validation_0-mae:6421.96191 validation_1-mae:6633.20996 [98] validation_0-mae:6415.33252 validation_1-mae:6627.73340 [99] validation_0-mae:6409.21582 validation_1-mae:6625.54932 [100] validation_0-mae:6402.19092 validation_1-mae:6620.75635 [101] validation_0-mae:6395.65039 validation_1-mae:6616.48145 [102] validation_0-mae:6386.35938 validation_1-mae:6610.23633 [103] validation_0-mae:6383.38184 validation_1-mae:6608.27246 [104] validation_0-mae:6376.19629 validation_1-mae:6603.77002 [105] validation_0-mae:6371.24121 validation_1-mae:6599.51562 [106] validation_0-mae:6366.02441 validation_1-mae:6595.67139 [107] validation_0-mae:6362.04639 validation_1-mae:6592.73730 [108] validation_0-mae:6357.28027 validation_1-mae:6590.92529 [109] validation_0-mae:6351.42969 validation_1-mae:6588.10840 [110] validation_0-mae:6345.66895 validation_1-mae:6587.35254 [111] validation_0-mae:6340.23438 validation_1-mae:6584.68359 [112] validation_0-mae:6336.22803 validation_1-mae:6582.49609 [113] validation_0-mae:6331.59717 validation_1-mae:6578.73486 [114] validation_0-mae:6325.56445 validation_1-mae:6574.98877 [115] validation_0-mae:6322.28809 validation_1-mae:6574.39600 [116] validation_0-mae:6313.50391 validation_1-mae:6569.04834 [117] validation_0-mae:6307.76855 validation_1-mae:6565.43701 [118] validation_0-mae:6303.23291 validation_1-mae:6562.12793 [119] validation_0-mae:6296.76465 validation_1-mae:6558.77002 [120] validation_0-mae:6291.30762 validation_1-mae:6554.98779 [121] validation_0-mae:6286.13281 validation_1-mae:6551.78760 [122] validation_0-mae:6281.77539 validation_1-mae:6547.21387 [123] validation_0-mae:6274.07861 validation_1-mae:6542.12988 [124] validation_0-mae:6266.92188 validation_1-mae:6537.05908 [125] validation_0-mae:6262.43311 validation_1-mae:6535.32080 [126] validation_0-mae:6254.81543 validation_1-mae:6528.62842 [127] validation_0-mae:6250.10400 validation_1-mae:6525.13672 [128] validation_0-mae:6245.46973 validation_1-mae:6520.31592 [129] validation_0-mae:6236.69043 validation_1-mae:6512.82568 [130] validation_0-mae:6229.07959 validation_1-mae:6506.76270 [131] validation_0-mae:6225.77393 validation_1-mae:6504.47412 [132] validation_0-mae:6220.54688 validation_1-mae:6503.42529 [133] validation_0-mae:6216.34522 validation_1-mae:6502.68603 [134] validation_0-mae:6212.56055 validation_1-mae:6500.74365 [135] validation_0-mae:6208.60352 validation_1-mae:6499.53564 [136] validation_0-mae:6202.61816 validation_1-mae:6497.01367 [137] validation_0-mae:6198.72217 validation_1-mae:6494.34961 [138] validation_0-mae:6194.25684 validation_1-mae:6491.50391 [139] validation_0-mae:6189.80420 validation_1-mae:6487.25098 [140] validation_0-mae:6185.55664 validation_1-mae:6485.55176 [141] validation_0-mae:6180.57959 validation_1-mae:6482.66406 [142] validation_0-mae:6179.09912 validation_1-mae:6481.04883 [143] validation_0-mae:6174.94141 validation_1-mae:6479.18799 [144] validation_0-mae:6169.47998 validation_1-mae:6477.66162 [145] validation_0-mae:6164.32715 validation_1-mae:6473.86182 [146] validation_0-mae:6161.46094 validation_1-mae:6474.14600 [147] validation_0-mae:6159.31641 validation_1-mae:6472.45117 [148] validation_0-mae:6154.16895 validation_1-mae:6469.95361 [149] validation_0-mae:6144.07080 validation_1-mae:6462.28320 [150] validation_0-mae:6139.60107 validation_1-mae:6460.78516 [151] validation_0-mae:6135.38135 validation_1-mae:6459.14062 [152] validation_0-mae:6132.43945 validation_1-mae:6456.50049 [153] validation_0-mae:6128.51709 validation_1-mae:6456.40527 [154] validation_0-mae:6122.01123 validation_1-mae:6453.02051 [155] validation_0-mae:6118.36572 validation_1-mae:6450.70020 [156] validation_0-mae:6115.35059 validation_1-mae:6448.78711 [157] validation_0-mae:6113.73145 validation_1-mae:6447.85352 [158] validation_0-mae:6103.88037 validation_1-mae:6442.78564 [159] validation_0-mae:6096.78027 validation_1-mae:6439.34717 [160] validation_0-mae:6092.60205 validation_1-mae:6437.80176 [161] validation_0-mae:6088.33154 validation_1-mae:6435.78369 [162] validation_0-mae:6085.29150 validation_1-mae:6434.10449 [163] validation_0-mae:6083.09326 validation_1-mae:6432.48438 [164] validation_0-mae:6080.52686 validation_1-mae:6431.95801 [165] validation_0-mae:6076.42529 validation_1-mae:6430.83447 [166] validation_0-mae:6071.10107 validation_1-mae:6427.60352 [167] validation_0-mae:6067.82568 validation_1-mae:6426.15723 [168] validation_0-mae:6064.98145 validation_1-mae:6424.74023 [169] validation_0-mae:6062.64258 validation_1-mae:6423.65625 [170] validation_0-mae:6058.41846 validation_1-mae:6421.35205 [171] validation_0-mae:6056.03320 validation_1-mae:6420.61670 [172] validation_0-mae:6053.73730 validation_1-mae:6418.71826 [173] validation_0-mae:6050.96045 validation_1-mae:6417.25244 [174] validation_0-mae:6047.82227 validation_1-mae:6415.62549 [175] validation_0-mae:6043.90918 validation_1-mae:6414.10254 [176] validation_0-mae:6040.53662 validation_1-mae:6411.61230 [177] validation_0-mae:6036.69580 validation_1-mae:6409.53613 [178] validation_0-mae:6033.43164 validation_1-mae:6407.75732 [179] validation_0-mae:6030.84180 validation_1-mae:6407.04883 [180] validation_0-mae:6029.10498 validation_1-mae:6406.71924 [181] validation_0-mae:6027.67725 validation_1-mae:6405.53662 [182] validation_0-mae:6023.54297 validation_1-mae:6403.93262 [183] validation_0-mae:6020.10645 validation_1-mae:6402.54053 [184] validation_0-mae:6016.15381 validation_1-mae:6401.05469 [185] validation_0-mae:6014.91016 validation_1-mae:6400.63379 [186] validation_0-mae:6012.21289 validation_1-mae:6398.81787 [187] validation_0-mae:6006.78613 validation_1-mae:6395.00635 [188] validation_0-mae:6002.98291 validation_1-mae:6393.98730 [189] validation_0-mae:5997.31592 validation_1-mae:6389.83789 [190] validation_0-mae:5992.68018 validation_1-mae:6387.81055 [191] validation_0-mae:5987.78369 validation_1-mae:6384.40918 [192] validation_0-mae:5985.73730 validation_1-mae:6383.58838 [193] validation_0-mae:5983.67627 validation_1-mae:6383.45068 [194] validation_0-mae:5981.64795 validation_1-mae:6381.81152 [195] validation_0-mae:5975.06885 validation_1-mae:6378.52295 [196] validation_0-mae:5972.28320 validation_1-mae:6377.89600 [197] validation_0-mae:5970.65918 validation_1-mae:6377.18799 [198] validation_0-mae:5967.80908 validation_1-mae:6375.68750 [199] validation_0-mae:5965.19580 validation_1-mae:6373.92188 [200] validation_0-mae:5959.95752 validation_1-mae:6369.49707 [201] validation_0-mae:5957.56103 validation_1-mae:6367.55957 [202] validation_0-mae:5956.10400 validation_1-mae:6367.03564 [203] validation_0-mae:5952.95703 validation_1-mae:6366.06397 [204] validation_0-mae:5949.53662 validation_1-mae:6364.50049 [205] validation_0-mae:5944.68750 validation_1-mae:6362.49316 [206] validation_0-mae:5942.33936 validation_1-mae:6361.38818 [207] validation_0-mae:5936.76562 validation_1-mae:6358.32373 [208] validation_0-mae:5933.77783 validation_1-mae:6356.41064 [209] validation_0-mae:5930.93652 validation_1-mae:6356.10303 [210] validation_0-mae:5927.66357 validation_1-mae:6354.44482 [211] validation_0-mae:5925.57373 validation_1-mae:6352.66992 [212] validation_0-mae:5924.93408 validation_1-mae:6352.50439 [213] validation_0-mae:5921.58496 validation_1-mae:6350.79541 [214] validation_0-mae:5916.77930 validation_1-mae:6346.91943 [215] validation_0-mae:5915.25977 validation_1-mae:6346.67969 [216] validation_0-mae:5911.16016 validation_1-mae:6343.95117 [217] validation_0-mae:5905.25391 validation_1-mae:6340.94678 [218] validation_0-mae:5900.47754 validation_1-mae:6337.96094 [219] validation_0-mae:5893.38428 validation_1-mae:6333.43408 [220] validation_0-mae:5890.04150 validation_1-mae:6333.15625 [221] validation_0-mae:5888.48389 validation_1-mae:6332.29053 [222] validation_0-mae:5885.71973 validation_1-mae:6332.16260 [223] validation_0-mae:5883.78369 validation_1-mae:6330.93750 [224] validation_0-mae:5879.75928 validation_1-mae:6329.52197 [225] validation_0-mae:5876.54248 validation_1-mae:6328.01318 [226] validation_0-mae:5873.95850 validation_1-mae:6326.91455 [227] validation_0-mae:5871.86670 validation_1-mae:6325.93701 [228] validation_0-mae:5869.07568 validation_1-mae:6325.33789 [229] validation_0-mae:5867.88867 validation_1-mae:6325.80664 [230] validation_0-mae:5864.05664 validation_1-mae:6323.40234 [231] validation_0-mae:5862.09961 validation_1-mae:6321.74512 [232] validation_0-mae:5858.07031 validation_1-mae:6319.09131 [233] validation_0-mae:5856.53760 validation_1-mae:6318.57959 [234] validation_0-mae:5854.72949 validation_1-mae:6317.77637 [235] validation_0-mae:5850.32227 validation_1-mae:6316.75732 [236] validation_0-mae:5847.21582 validation_1-mae:6316.10107 [237] validation_0-mae:5844.19873 validation_1-mae:6314.31592 [238] validation_0-mae:5840.36621 validation_1-mae:6312.92432 [239] validation_0-mae:5838.06787 validation_1-mae:6312.62012 [240] validation_0-mae:5835.89893 validation_1-mae:6312.51758 [241] validation_0-mae:5833.05908 validation_1-mae:6311.02295 [242] validation_0-mae:5829.54834 validation_1-mae:6309.20703 [243] validation_0-mae:5826.14355 validation_1-mae:6307.57422 [244] validation_0-mae:5825.22070 validation_1-mae:6307.62549 [245] validation_0-mae:5823.41553 validation_1-mae:6306.04395 [246] validation_0-mae:5818.75098 validation_1-mae:6303.87158 [247] validation_0-mae:5815.62061 validation_1-mae:6301.99316 [248] validation_0-mae:5810.49853 validation_1-mae:6298.24463 [249] validation_0-mae:5807.72559 validation_1-mae:6297.59424 [250] validation_0-mae:5802.16602 validation_1-mae:6293.81152 [251] validation_0-mae:5801.16260 validation_1-mae:6293.29053 [252] validation_0-mae:5799.10156 validation_1-mae:6292.50488 [253] validation_0-mae:5795.87500 validation_1-mae:6289.73193 [254] validation_0-mae:5793.84277 validation_1-mae:6288.52051 [255] validation_0-mae:5790.12158 validation_1-mae:6285.69141 [256] validation_0-mae:5788.90772 validation_1-mae:6285.05908 [257] validation_0-mae:5785.71924 validation_1-mae:6284.34717 [258] validation_0-mae:5783.25098 validation_1-mae:6284.03906 [259] validation_0-mae:5780.72217 validation_1-mae:6282.61572 [260] validation_0-mae:5778.40723 validation_1-mae:6281.79102 [261] validation_0-mae:5776.46728 validation_1-mae:6281.55615 [262] validation_0-mae:5774.17383 validation_1-mae:6280.44336 [263] validation_0-mae:5771.43848 validation_1-mae:6279.25781 [264] validation_0-mae:5770.01709 validation_1-mae:6280.32471 [265] validation_0-mae:5767.57031 validation_1-mae:6278.96436 [266] validation_0-mae:5766.43506 validation_1-mae:6278.57080 [267] validation_0-mae:5763.64453 validation_1-mae:6276.10205 [268] validation_0-mae:5759.41797 validation_1-mae:6275.48438 [269] validation_0-mae:5756.53272 validation_1-mae:6274.35693 [270] validation_0-mae:5755.69678 validation_1-mae:6274.14307 [271] validation_0-mae:5753.37549 validation_1-mae:6273.37500 [272] validation_0-mae:5749.78027 validation_1-mae:6271.43213 [273] validation_0-mae:5746.41992 validation_1-mae:6270.10205 [274] validation_0-mae:5742.59961 validation_1-mae:6268.64014 [275] validation_0-mae:5739.73535 validation_1-mae:6266.96875 [276] validation_0-mae:5737.03272 validation_1-mae:6266.95068 [277] validation_0-mae:5735.02783 validation_1-mae:6266.68799 [278] validation_0-mae:5729.69043 validation_1-mae:6263.31543 [279] validation_0-mae:5726.89062 validation_1-mae:6263.56543 [280] validation_0-mae:5722.70508 validation_1-mae:6259.87842 [281] validation_0-mae:5716.99512 validation_1-mae:6256.55664 [282] validation_0-mae:5713.79248 validation_1-mae:6254.67969 [283] validation_0-mae:5708.99023 validation_1-mae:6252.51904 [284] validation_0-mae:5706.22266 validation_1-mae:6252.51465 [285] validation_0-mae:5704.42090 validation_1-mae:6251.81397 [286] validation_0-mae:5703.38037 validation_1-mae:6251.88574 [287] validation_0-mae:5701.12353 validation_1-mae:6251.77051 [288] validation_0-mae:5700.86963 validation_1-mae:6251.91113 [289] validation_0-mae:5698.26025 validation_1-mae:6250.66016 [290] validation_0-mae:5696.32178 validation_1-mae:6251.34375 [291] validation_0-mae:5693.95947 validation_1-mae:6250.57764 [292] validation_0-mae:5691.11279 validation_1-mae:6248.25342 [293] validation_0-mae:5688.35596 validation_1-mae:6248.52441 [294] validation_0-mae:5686.82373 validation_1-mae:6247.94580 [295] validation_0-mae:5683.25391 validation_1-mae:6246.96728 [296] validation_0-mae:5681.12500 validation_1-mae:6246.18848 [297] validation_0-mae:5677.31543 validation_1-mae:6244.44043 [298] validation_0-mae:5673.52881 validation_1-mae:6243.04834 [299] validation_0-mae:5672.56299 validation_1-mae:6242.57812 [300] validation_0-mae:5671.22461 validation_1-mae:6243.18603 [301] validation_0-mae:5668.49414 validation_1-mae:6242.13623 [302] validation_0-mae:5666.72998 validation_1-mae:6240.37549 [303] validation_0-mae:5663.09375 validation_1-mae:6238.61768 [304] validation_0-mae:5660.57959 validation_1-mae:6236.77686 [305] validation_0-mae:5659.11328 validation_1-mae:6236.84570 [306] validation_0-mae:5656.20459 validation_1-mae:6235.17334 [307] validation_0-mae:5651.36328 validation_1-mae:6232.58789 [308] validation_0-mae:5649.05078 validation_1-mae:6231.61133 [309] validation_0-mae:5647.63623 validation_1-mae:6230.84424 [310] validation_0-mae:5644.68701 validation_1-mae:6228.62793 [311] validation_0-mae:5642.94482 validation_1-mae:6228.02148 [312] validation_0-mae:5640.03467 validation_1-mae:6226.98584 [313] validation_0-mae:5638.56738 validation_1-mae:6226.93603 [314] validation_0-mae:5635.11768 validation_1-mae:6224.39893 [315] validation_0-mae:5631.60791 validation_1-mae:6222.89648 [316] validation_0-mae:5627.87402 validation_1-mae:6220.98242 [317] validation_0-mae:5627.17920 validation_1-mae:6220.66846 [318] validation_0-mae:5625.40234 validation_1-mae:6220.29443 [319] validation_0-mae:5622.69287 validation_1-mae:6219.83496 [320] validation_0-mae:5621.12207 validation_1-mae:6219.45361 [321] validation_0-mae:5618.64014 validation_1-mae:6218.95654 [322] validation_0-mae:5617.85205 validation_1-mae:6218.58350 [323] validation_0-mae:5613.16504 validation_1-mae:6215.73535 [324] validation_0-mae:5611.39600 validation_1-mae:6215.89258 [325] validation_0-mae:5609.63623 validation_1-mae:6214.54736 [326] validation_0-mae:5606.99853 validation_1-mae:6212.45752 [327] validation_0-mae:5606.20166 validation_1-mae:6212.58936 [328] validation_0-mae:5601.99170 validation_1-mae:6211.00439 [329] validation_0-mae:5601.49805 validation_1-mae:6210.88623 [330] validation_0-mae:5599.81250 validation_1-mae:6210.81836 [331] validation_0-mae:5597.67676 validation_1-mae:6210.62598 [332] validation_0-mae:5595.42139 validation_1-mae:6209.73486 [333] validation_0-mae:5592.89307 validation_1-mae:6209.80078 [334] validation_0-mae:5592.25684 validation_1-mae:6209.70508 [335] validation_0-mae:5590.34375 validation_1-mae:6209.02148 [336] validation_0-mae:5585.89062 validation_1-mae:6207.53564 [337] validation_0-mae:5584.08154 validation_1-mae:6207.41162 [338] validation_0-mae:5581.71777 validation_1-mae:6206.60059 [339] validation_0-mae:5580.70850 validation_1-mae:6206.52441 [340] validation_0-mae:5579.16260 validation_1-mae:6206.09668 [341] validation_0-mae:5576.41016 validation_1-mae:6206.15234 [342] validation_0-mae:5574.33594 validation_1-mae:6206.76660 [343] validation_0-mae:5570.90967 validation_1-mae:6204.96728 [344] validation_0-mae:5568.88721 validation_1-mae:6203.91943 [345] validation_0-mae:5566.65527 validation_1-mae:6203.80762 [346] validation_0-mae:5565.37012 validation_1-mae:6203.46045 [347] validation_0-mae:5564.76514 validation_1-mae:6203.08936 [348] validation_0-mae:5563.38281 validation_1-mae:6202.80811 [349] validation_0-mae:5562.60986 validation_1-mae:6202.78516 [350] validation_0-mae:5561.64355 validation_1-mae:6203.26123 [351] validation_0-mae:5561.10400 validation_1-mae:6202.93994 [352] validation_0-mae:5556.13818 validation_1-mae:6200.32666 [353] validation_0-mae:5550.83252 validation_1-mae:6197.56689 [354] validation_0-mae:5548.40137 validation_1-mae:6196.99268 [355] validation_0-mae:5545.35889 validation_1-mae:6196.91113 [356] validation_0-mae:5542.45117 validation_1-mae:6195.81006 [357] validation_0-mae:5538.91553 validation_1-mae:6194.04004 [358] validation_0-mae:5536.79199 validation_1-mae:6193.58691 [359] validation_0-mae:5534.08301 validation_1-mae:6192.88525 [360] validation_0-mae:5532.61621 validation_1-mae:6192.30811 [361] validation_0-mae:5530.57227 validation_1-mae:6190.53272 [362] validation_0-mae:5528.28125 validation_1-mae:6190.42285 [363] validation_0-mae:5527.11914 validation_1-mae:6190.25147 [364] validation_0-mae:5525.56543 validation_1-mae:6189.11963 [365] validation_0-mae:5525.30469 validation_1-mae:6189.07910 [366] validation_0-mae:5523.06689 validation_1-mae:6188.16357 [367] validation_0-mae:5519.89160 validation_1-mae:6186.41260 [368] validation_0-mae:5519.64941 validation_1-mae:6186.44189 [369] validation_0-mae:5517.94385 validation_1-mae:6186.84912 [370] validation_0-mae:5515.81641 validation_1-mae:6185.72705 [371] validation_0-mae:5512.28125 validation_1-mae:6183.86182 [372] validation_0-mae:5510.38818 validation_1-mae:6183.28272 [373] validation_0-mae:5508.71875 validation_1-mae:6182.70898 [374] validation_0-mae:5506.90674 validation_1-mae:6182.32275 [375] validation_0-mae:5503.39160 validation_1-mae:6180.48828 [376] validation_0-mae:5499.83838 validation_1-mae:6178.78906 [377] validation_0-mae:5498.45557 validation_1-mae:6177.97119 [378] validation_0-mae:5496.89404 validation_1-mae:6177.59863 [379] validation_0-mae:5494.25928 validation_1-mae:6176.48389 [380] validation_0-mae:5492.63428 validation_1-mae:6176.23779 [381] validation_0-mae:5491.41357 validation_1-mae:6176.28418 [382] validation_0-mae:5489.02978 validation_1-mae:6174.99023 [383] validation_0-mae:5488.77393 validation_1-mae:6174.92041 [384] validation_0-mae:5487.72754 validation_1-mae:6175.43213 [385] validation_0-mae:5485.32812 validation_1-mae:6174.88867 [386] validation_0-mae:5482.65478 validation_1-mae:6173.36328 [387] validation_0-mae:5482.09375 validation_1-mae:6172.99072 [388] validation_0-mae:5480.37305 validation_1-mae:6173.26660 [389] validation_0-mae:5479.56006 validation_1-mae:6173.26660 [390] validation_0-mae:5478.07471 validation_1-mae:6173.29102 [391] validation_0-mae:5476.23584 validation_1-mae:6173.23291 [392] validation_0-mae:5474.94727 validation_1-mae:6172.57959 [393] validation_0-mae:5473.97949 validation_1-mae:6172.90186 [394] validation_0-mae:5473.52783 validation_1-mae:6172.93799 [395] validation_0-mae:5467.80420 validation_1-mae:6169.95654 [396] validation_0-mae:5465.43750 validation_1-mae:6168.36523 [397] validation_0-mae:5463.83057 validation_1-mae:6168.55859 [398] validation_0-mae:5461.24951 validation_1-mae:6166.82422 [399] validation_0-mae:5457.19678 validation_1-mae:6165.68164 [400] validation_0-mae:5453.45654 validation_1-mae:6164.51953 [401] validation_0-mae:5450.19873 validation_1-mae:6163.14844 [402] validation_0-mae:5449.05664 validation_1-mae:6163.34228 [403] validation_0-mae:5446.69824 validation_1-mae:6161.94043 [404] validation_0-mae:5445.53662 validation_1-mae:6162.36523 [405] validation_0-mae:5443.90820 validation_1-mae:6161.85107 [406] validation_0-mae:5440.91455 validation_1-mae:6161.61426 [407] validation_0-mae:5439.75000 validation_1-mae:6161.47607 [408] validation_0-mae:5437.78076 validation_1-mae:6161.06445 [409] validation_0-mae:5436.62549 validation_1-mae:6161.15283 [410] validation_0-mae:5435.14746 validation_1-mae:6159.50879 [411] validation_0-mae:5434.30127 validation_1-mae:6159.16602 [412] validation_0-mae:5432.49219 validation_1-mae:6158.62061 [413] validation_0-mae:5430.53955 validation_1-mae:6158.72022 [414] validation_0-mae:5428.84863 validation_1-mae:6157.63916 [415] validation_0-mae:5427.75830 validation_1-mae:6157.14502 [416] validation_0-mae:5425.52539 validation_1-mae:6157.78516 [417] validation_0-mae:5424.03857 validation_1-mae:6158.03369 [418] validation_0-mae:5423.65332 validation_1-mae:6158.22559 [419] validation_0-mae:5420.51318 validation_1-mae:6157.44922 [420] validation_0-mae:5418.95264 validation_1-mae:6156.88379 [421] validation_0-mae:5418.77734 validation_1-mae:6156.85107 [422] validation_0-mae:5417.58105 validation_1-mae:6156.86475 [423] validation_0-mae:5416.25439 validation_1-mae:6156.60791 [424] validation_0-mae:5412.67236 validation_1-mae:6156.93164 [425] validation_0-mae:5410.02100 validation_1-mae:6155.74414 [426] validation_0-mae:5408.80420 validation_1-mae:6155.58887 [427] validation_0-mae:5407.57178 validation_1-mae:6155.52686 [428] validation_0-mae:5405.99853 validation_1-mae:6154.44775 [429] validation_0-mae:5405.08350 validation_1-mae:6153.56348 [430] validation_0-mae:5403.25391 validation_1-mae:6153.00098 [431] validation_0-mae:5400.15967 validation_1-mae:6150.79297 [432] validation_0-mae:5397.76709 validation_1-mae:6150.30664 [433] validation_0-mae:5395.70557 validation_1-mae:6150.61963 [434] validation_0-mae:5394.28662 validation_1-mae:6151.43799 [435] validation_0-mae:5392.57227 validation_1-mae:6150.37988 [436] validation_0-mae:5389.92529 validation_1-mae:6148.41699 [437] validation_0-mae:5387.77783 validation_1-mae:6147.77930 [438] validation_0-mae:5386.10254 validation_1-mae:6147.68555 [439] validation_0-mae:5385.35059 validation_1-mae:6148.09228 [440] validation_0-mae:5382.77441 validation_1-mae:6146.85010 [441] validation_0-mae:5379.81006 validation_1-mae:6145.87158 [442] validation_0-mae:5376.34961 validation_1-mae:6143.81787 [443] validation_0-mae:5374.00977 validation_1-mae:6143.71680 [444] validation_0-mae:5372.41797 validation_1-mae:6143.85400 [445] validation_0-mae:5371.48828 validation_1-mae:6143.56445 [446] validation_0-mae:5369.75147 validation_1-mae:6143.15430 [447] validation_0-mae:5368.81885 validation_1-mae:6142.32031 [448] validation_0-mae:5366.31103 validation_1-mae:6142.03320 [449] validation_0-mae:5365.34033 validation_1-mae:6141.64404 [450] validation_0-mae:5362.81689 validation_1-mae:6141.26025 [451] validation_0-mae:5361.99268 validation_1-mae:6140.86768 [452] validation_0-mae:5359.39111 validation_1-mae:6138.97754 [453] validation_0-mae:5358.65430 validation_1-mae:6138.95508 [454] validation_0-mae:5356.73047 validation_1-mae:6138.35156 [455] validation_0-mae:5355.61084 validation_1-mae:6137.67676 [456] validation_0-mae:5354.27197 validation_1-mae:6138.24951 [457] validation_0-mae:5351.80029 validation_1-mae:6137.18115 [458] validation_0-mae:5350.21631 validation_1-mae:6137.08691 [459] validation_0-mae:5349.03613 validation_1-mae:6137.38086 [460] validation_0-mae:5345.98682 validation_1-mae:6136.29053 [461] validation_0-mae:5343.38818 validation_1-mae:6134.72852 [462] validation_0-mae:5341.19092 validation_1-mae:6134.14160 [463] validation_0-mae:5339.45996 validation_1-mae:6133.97559 [464] validation_0-mae:5338.92822 validation_1-mae:6134.07031 [465] validation_0-mae:5334.53906 validation_1-mae:6132.61523 [466] validation_0-mae:5331.53223 validation_1-mae:6132.80127 [467] validation_0-mae:5329.59863 validation_1-mae:6132.50635 [468] validation_0-mae:5325.13818 validation_1-mae:6130.05469 [469] validation_0-mae:5321.92090 validation_1-mae:6128.17285 [470] validation_0-mae:5320.04150 validation_1-mae:6127.09277 [471] validation_0-mae:5317.40674 validation_1-mae:6125.26709 [472] validation_0-mae:5314.07715 validation_1-mae:6124.66553 [473] validation_0-mae:5313.84375 validation_1-mae:6124.88428 [474] validation_0-mae:5312.26123 validation_1-mae:6124.77100 [475] validation_0-mae:5310.27051 validation_1-mae:6124.47900 [476] validation_0-mae:5308.34668 validation_1-mae:6123.55957 [477] validation_0-mae:5305.98633 validation_1-mae:6122.74170 [478] validation_0-mae:5303.57422 validation_1-mae:6121.83984 [479] validation_0-mae:5302.61621 validation_1-mae:6121.58008 [480] validation_0-mae:5301.94287 validation_1-mae:6121.71045 [481] validation_0-mae:5298.54346 validation_1-mae:6120.61475 [482] validation_0-mae:5296.90088 validation_1-mae:6120.24951 [483] validation_0-mae:5294.28027 validation_1-mae:6119.58203 [484] validation_0-mae:5293.29346 validation_1-mae:6119.58203 [485] validation_0-mae:5290.64453 validation_1-mae:6118.70898 [486] validation_0-mae:5289.45850 validation_1-mae:6118.88428 [487] validation_0-mae:5287.82129 validation_1-mae:6119.35205 [488] validation_0-mae:5287.09814 validation_1-mae:6119.34375 [489] validation_0-mae:5285.38770 validation_1-mae:6119.10449 [490] validation_0-mae:5285.04639 validation_1-mae:6119.12305 [491] validation_0-mae:5282.88281 validation_1-mae:6118.70068 [492] validation_0-mae:5280.21143 validation_1-mae:6117.34522 [493] validation_0-mae:5279.33643 validation_1-mae:6117.63037 [494] validation_0-mae:5277.98877 validation_1-mae:6117.61328 [495] validation_0-mae:5277.51416 validation_1-mae:6117.36377 [496] validation_0-mae:5276.14746 validation_1-mae:6117.45703 [497] validation_0-mae:5275.14648 validation_1-mae:6117.25195 [498] validation_0-mae:5274.47217 validation_1-mae:6116.91016 [499] validation_0-mae:5273.71045 validation_1-mae:6117.40576 [500] validation_0-mae:5270.41797 validation_1-mae:6115.75098 [501] validation_0-mae:5268.64697 validation_1-mae:6115.28076 [502] validation_0-mae:5265.64502 validation_1-mae:6114.07910 [503] validation_0-mae:5264.02978 validation_1-mae:6113.74512 [504] validation_0-mae:5261.96728 validation_1-mae:6112.72754 [505] validation_0-mae:5260.93701 validation_1-mae:6112.31055 [506] validation_0-mae:5258.46777 validation_1-mae:6111.56836 [507] validation_0-mae:5255.48486 validation_1-mae:6111.07275 [508] validation_0-mae:5252.64893 validation_1-mae:6109.93213 [509] validation_0-mae:5249.95801 validation_1-mae:6110.09522 [510] validation_0-mae:5249.03027 validation_1-mae:6110.36816 [511] validation_0-mae:5246.71777 validation_1-mae:6110.09082 [512] validation_0-mae:5245.88721 validation_1-mae:6110.25635 [513] validation_0-mae:5243.12305 validation_1-mae:6109.39795 [514] validation_0-mae:5241.22266 validation_1-mae:6109.28613 [515] validation_0-mae:5239.12939 validation_1-mae:6107.65478 [516] validation_0-mae:5236.64893 validation_1-mae:6107.25977 [517] validation_0-mae:5235.31982 validation_1-mae:6106.95703 [518] validation_0-mae:5232.64453 validation_1-mae:6106.72461 [519] validation_0-mae:5231.10010 validation_1-mae:6105.87256 [520] validation_0-mae:5230.77344 validation_1-mae:6105.73193 [521] validation_0-mae:5228.64014 validation_1-mae:6104.97266 [522] validation_0-mae:5226.14648 validation_1-mae:6103.67188 [523] validation_0-mae:5224.69922 validation_1-mae:6103.11719 [524] validation_0-mae:5221.99316 validation_1-mae:6102.55713 [525] validation_0-mae:5219.85889 validation_1-mae:6101.84863 [526] validation_0-mae:5218.18897 validation_1-mae:6101.51172 [527] validation_0-mae:5217.84814 validation_1-mae:6101.53906 [528] validation_0-mae:5216.68018 validation_1-mae:6101.62695 [529] validation_0-mae:5216.09375 validation_1-mae:6101.65381 [530] validation_0-mae:5215.24561 validation_1-mae:6101.69141 [531] validation_0-mae:5213.65772 validation_1-mae:6101.37695 [532] validation_0-mae:5212.49121 validation_1-mae:6101.51562 [533] validation_0-mae:5211.54199 validation_1-mae:6101.49072 [534] validation_0-mae:5209.39307 validation_1-mae:6100.68066 [535] validation_0-mae:5208.33398 validation_1-mae:6100.65820 [536] validation_0-mae:5208.08105 validation_1-mae:6100.60791 [537] validation_0-mae:5205.80420 validation_1-mae:6099.85889 [538] validation_0-mae:5204.02734 validation_1-mae:6099.18603 [539] validation_0-mae:5203.28711 validation_1-mae:6098.97217 [540] validation_0-mae:5202.16797 validation_1-mae:6098.52002 [541] validation_0-mae:5200.07520 validation_1-mae:6097.15234 [542] validation_0-mae:5198.33936 validation_1-mae:6096.34277 [543] validation_0-mae:5196.59228 validation_1-mae:6095.81299 [544] validation_0-mae:5194.26416 validation_1-mae:6095.40918 [545] validation_0-mae:5192.76172 validation_1-mae:6095.43408 [546] validation_0-mae:5191.15576 validation_1-mae:6094.56934 [547] validation_0-mae:5188.28662 validation_1-mae:6095.44482 [548] validation_0-mae:5186.81201 validation_1-mae:6095.71143 [549] validation_0-mae:5186.20605 validation_1-mae:6095.87695 [550] validation_0-mae:5184.98096 validation_1-mae:6095.76025 [551] validation_0-mae:5183.25732 validation_1-mae:6096.10107 [552] validation_0-mae:5180.28955 validation_1-mae:6095.66357 [553] validation_0-mae:5178.60059 validation_1-mae:6095.02588 [554] validation_0-mae:5174.61621 validation_1-mae:6094.67480 [555] validation_0-mae:5173.29590 validation_1-mae:6094.72754 [556] validation_0-mae:5171.39893 validation_1-mae:6094.57080 [557] validation_0-mae:5169.54297 validation_1-mae:6095.51123 [558] validation_0-mae:5166.84961 validation_1-mae:6094.19287 [559] validation_0-mae:5164.98291 validation_1-mae:6093.57910 [560] validation_0-mae:5164.34131 validation_1-mae:6093.49853 [561] validation_0-mae:5161.92920 validation_1-mae:6091.75635 [562] validation_0-mae:5159.94629 validation_1-mae:6092.53125 [563] validation_0-mae:5158.47852 validation_1-mae:6092.50244 [564] validation_0-mae:5157.58203 validation_1-mae:6092.81787 [565] validation_0-mae:5157.07568 validation_1-mae:6092.86426 [566] validation_0-mae:5156.44482 validation_1-mae:6092.56201 [567] validation_0-mae:5155.49561 validation_1-mae:6092.46094 [568] validation_0-mae:5152.50439 validation_1-mae:6091.82812 [569] validation_0-mae:5150.57910 validation_1-mae:6091.18115 [570] validation_0-mae:5148.74805 validation_1-mae:6091.16455 [571] validation_0-mae:5146.84619 validation_1-mae:6090.66406 [572] validation_0-mae:5146.48779 validation_1-mae:6090.94629 [573] validation_0-mae:5144.90723 validation_1-mae:6090.77978 [574] validation_0-mae:5144.29492 validation_1-mae:6090.75195 [575] validation_0-mae:5143.14600 validation_1-mae:6090.83057 [576] validation_0-mae:5140.37793 validation_1-mae:6090.76709 [577] validation_0-mae:5139.71924 validation_1-mae:6090.67041 [578] validation_0-mae:5138.72168 validation_1-mae:6090.80078 [579] validation_0-mae:5138.14941 validation_1-mae:6090.75684 [580] validation_0-mae:5136.73145 validation_1-mae:6090.15039 [581] validation_0-mae:5135.39600 validation_1-mae:6089.39648 [582] validation_0-mae:5133.57666 validation_1-mae:6089.25000 [583] validation_0-mae:5131.83398 validation_1-mae:6088.89795 [584] validation_0-mae:5130.16162 validation_1-mae:6088.79883 [585] validation_0-mae:5127.78613 validation_1-mae:6088.66748 [586] validation_0-mae:5125.38135 validation_1-mae:6088.31836 [587] validation_0-mae:5124.10840 validation_1-mae:6088.58984 [588] validation_0-mae:5123.18359 validation_1-mae:6088.10205 [589] validation_0-mae:5121.85059 validation_1-mae:6087.36768 [590] validation_0-mae:5120.36572 validation_1-mae:6087.16748 [591] validation_0-mae:5118.59522 validation_1-mae:6086.89551 [592] validation_0-mae:5116.58252 validation_1-mae:6086.23779 [593] validation_0-mae:5115.89600 validation_1-mae:6085.95264 [594] validation_0-mae:5114.70898 validation_1-mae:6085.20752 [595] validation_0-mae:5112.55859 validation_1-mae:6083.63916 [596] validation_0-mae:5110.66260 validation_1-mae:6083.41699 [597] validation_0-mae:5109.09375 validation_1-mae:6083.96777 [598] validation_0-mae:5106.58057 validation_1-mae:6083.59570 [599] validation_0-mae:5106.09180 validation_1-mae:6083.29883 [600] validation_0-mae:5103.23047 validation_1-mae:6082.69238 [601] validation_0-mae:5102.42188 validation_1-mae:6082.87842 [602] validation_0-mae:5099.90381 validation_1-mae:6082.02051 [603] validation_0-mae:5097.88037 validation_1-mae:6081.63818 [604] validation_0-mae:5096.82568 validation_1-mae:6081.20215 [605] validation_0-mae:5095.88086 validation_1-mae:6080.64062 [606] validation_0-mae:5094.13086 validation_1-mae:6081.50537 [607] validation_0-mae:5093.11670 validation_1-mae:6082.05127 [608] validation_0-mae:5089.49023 validation_1-mae:6080.49170 [609] validation_0-mae:5088.30908 validation_1-mae:6080.09912 [610] validation_0-mae:5087.31641 validation_1-mae:6080.19238 [611] validation_0-mae:5086.15430 validation_1-mae:6080.57275 [612] validation_0-mae:5085.46045 validation_1-mae:6080.59277 [613] validation_0-mae:5084.19141 validation_1-mae:6079.90723 [614] validation_0-mae:5082.40186 validation_1-mae:6080.51465 [615] validation_0-mae:5081.43652 validation_1-mae:6081.05957 [616] validation_0-mae:5080.94580 validation_1-mae:6081.38721 [617] validation_0-mae:5079.41357 validation_1-mae:6081.00098 [618] validation_0-mae:5078.55664 validation_1-mae:6080.81445 [619] validation_0-mae:5077.80908 validation_1-mae:6080.64062 [620] validation_0-mae:5076.92773 validation_1-mae:6080.74268 [621] validation_0-mae:5075.85889 validation_1-mae:6080.19775 [622] validation_0-mae:5075.22461 validation_1-mae:6079.81250 [623] validation_0-mae:5071.48926 validation_1-mae:6079.63818 [624] validation_0-mae:5069.75635 validation_1-mae:6078.72705 [625] validation_0-mae:5068.09522 validation_1-mae:6078.53467 [626] validation_0-mae:5064.51611 validation_1-mae:6078.55811 [627] validation_0-mae:5063.29346 validation_1-mae:6078.50293 [628] validation_0-mae:5062.65674 validation_1-mae:6079.21875 [629] validation_0-mae:5062.49561 validation_1-mae:6079.10449 [630] validation_0-mae:5060.83545 validation_1-mae:6078.77734 [631] validation_0-mae:5058.74268 validation_1-mae:6077.71484 [632] validation_0-mae:5056.90332 validation_1-mae:6077.89844 [633] validation_0-mae:5053.97754 validation_1-mae:6077.21191 [634] validation_0-mae:5050.68994 validation_1-mae:6076.03662 [635] validation_0-mae:5049.79248 validation_1-mae:6075.83154 [636] validation_0-mae:5048.65918 validation_1-mae:6075.64453 [637] validation_0-mae:5046.50977 validation_1-mae:6075.08203 [638] validation_0-mae:5044.59082 validation_1-mae:6074.31738 [639] validation_0-mae:5043.17773 validation_1-mae:6074.08252 [640] validation_0-mae:5042.50879 validation_1-mae:6074.07959 [641] validation_0-mae:5041.05664 validation_1-mae:6073.47070 [642] validation_0-mae:5039.18457 validation_1-mae:6072.82568 [643] validation_0-mae:5037.10645 validation_1-mae:6072.21436 [644] validation_0-mae:5036.08447 validation_1-mae:6072.37793 [645] validation_0-mae:5034.04053 validation_1-mae:6072.51123 [646] validation_0-mae:5033.64941 validation_1-mae:6072.34522 [647] validation_0-mae:5032.53516 validation_1-mae:6072.43848 [648] validation_0-mae:5031.68408 validation_1-mae:6071.90478 [649] validation_0-mae:5031.59570 validation_1-mae:6071.92188 [650] validation_0-mae:5030.09228 validation_1-mae:6071.33594 [651] validation_0-mae:5027.62891 validation_1-mae:6070.42871 [652] validation_0-mae:5026.49316 validation_1-mae:6070.24658 [653] validation_0-mae:5025.26611 validation_1-mae:6070.12207 [654] validation_0-mae:5023.81836 validation_1-mae:6069.83838 [655] validation_0-mae:5022.79199 validation_1-mae:6069.38672 [656] validation_0-mae:5021.79297 validation_1-mae:6069.37207 [657] validation_0-mae:5020.14453 validation_1-mae:6068.89795 [658] validation_0-mae:5019.10400 validation_1-mae:6068.97559 [659] validation_0-mae:5018.41455 validation_1-mae:6068.81689 [660] validation_0-mae:5016.79834 validation_1-mae:6068.17139 [661] validation_0-mae:5014.88232 validation_1-mae:6067.82080 [662] validation_0-mae:5012.16992 validation_1-mae:6067.35596 [663] validation_0-mae:5009.87158 validation_1-mae:6066.42090 [664] validation_0-mae:5008.11865 validation_1-mae:6065.85205 [665] validation_0-mae:5007.08643 validation_1-mae:6065.73633 [666] validation_0-mae:5005.89209 validation_1-mae:6065.20605 [667] validation_0-mae:5004.80420 validation_1-mae:6065.13818 [668] validation_0-mae:5004.02344 validation_1-mae:6064.97900 [669] validation_0-mae:5003.11377 validation_1-mae:6064.79834 [670] validation_0-mae:5001.25635 validation_1-mae:6064.09961 [671] validation_0-mae:5000.12158 validation_1-mae:6064.35449 [672] validation_0-mae:4999.68994 validation_1-mae:6064.39697 [673] validation_0-mae:4999.10205 validation_1-mae:6064.14648 [674] validation_0-mae:4996.82959 validation_1-mae:6064.65283 [675] validation_0-mae:4995.25342 validation_1-mae:6064.21777 [676] validation_0-mae:4994.47119 validation_1-mae:6064.04688 [677] validation_0-mae:4993.27100 validation_1-mae:6063.82422 [678] validation_0-mae:4989.78955 validation_1-mae:6062.90186 [679] validation_0-mae:4988.13770 validation_1-mae:6062.21826 [680] validation_0-mae:4984.98242 validation_1-mae:6060.53613 [681] validation_0-mae:4983.00488 validation_1-mae:6060.07959 [682] validation_0-mae:4981.49023 validation_1-mae:6059.63672 [683] validation_0-mae:4980.73438 validation_1-mae:6059.94238 [684] validation_0-mae:4979.23975 validation_1-mae:6059.80762 [685] validation_0-mae:4977.69873 validation_1-mae:6058.97607 [686] validation_0-mae:4976.26025 validation_1-mae:6058.16016 [687] validation_0-mae:4974.14502 validation_1-mae:6058.79053 [688] validation_0-mae:4972.20361 validation_1-mae:6058.08496 [689] validation_0-mae:4970.10449 validation_1-mae:6057.61865 [690] validation_0-mae:4968.34082 validation_1-mae:6056.70752 [691] validation_0-mae:4967.35254 validation_1-mae:6056.54248 [692] validation_0-mae:4965.45898 validation_1-mae:6056.10449 [693] validation_0-mae:4963.32178 validation_1-mae:6055.52441 [694] validation_0-mae:4962.10742 validation_1-mae:6055.44336 [695] validation_0-mae:4961.26465 validation_1-mae:6056.13330 [696] validation_0-mae:4960.11719 validation_1-mae:6055.90918 [697] validation_0-mae:4958.41553 validation_1-mae:6055.60400 [698] validation_0-mae:4957.92432 validation_1-mae:6055.56055 [699] validation_0-mae:4956.29102 validation_1-mae:6054.50586 [700] validation_0-mae:4954.72949 validation_1-mae:6054.39746 [701] validation_0-mae:4953.33984 validation_1-mae:6053.65576 [702] validation_0-mae:4952.36621 validation_1-mae:6053.63135 [703] validation_0-mae:4950.52588 validation_1-mae:6053.97070 [704] validation_0-mae:4949.30957 validation_1-mae:6053.65527 [705] validation_0-mae:4948.19287 validation_1-mae:6053.05469 [706] validation_0-mae:4948.03809 validation_1-mae:6052.98486 [707] validation_0-mae:4945.89404 validation_1-mae:6053.42627 [708] validation_0-mae:4945.41455 validation_1-mae:6053.27344 [709] validation_0-mae:4943.15234 validation_1-mae:6053.18408 [710] validation_0-mae:4941.47656 validation_1-mae:6052.41504 [711] validation_0-mae:4938.96875 validation_1-mae:6051.32227 [712] validation_0-mae:4937.45752 validation_1-mae:6051.91992 [713] validation_0-mae:4936.50439 validation_1-mae:6051.65430 [714] validation_0-mae:4935.58350 validation_1-mae:6051.75928 [715] validation_0-mae:4934.46680 validation_1-mae:6051.78760 [716] validation_0-mae:4933.33057 validation_1-mae:6051.47217 [717] validation_0-mae:4931.66113 validation_1-mae:6051.89551 [718] validation_0-mae:4929.31397 validation_1-mae:6051.57129 [719] validation_0-mae:4927.95996 validation_1-mae:6050.99707 [720] validation_0-mae:4926.17432 validation_1-mae:6051.11279 [721] validation_0-mae:4925.10254 validation_1-mae:6051.54639 [722] validation_0-mae:4923.63721 validation_1-mae:6052.15430 [723] validation_0-mae:4922.66797 validation_1-mae:6051.85645 [724] validation_0-mae:4921.51562 validation_1-mae:6051.49951 [725] validation_0-mae:4920.97656 validation_1-mae:6051.70361 [726] validation_0-mae:4920.06299 validation_1-mae:6051.45605 [727] validation_0-mae:4919.82959 validation_1-mae:6051.46094 [728] validation_0-mae:4918.22705 validation_1-mae:6050.47852 [729] validation_0-mae:4916.37842 validation_1-mae:6050.21240 [730] validation_0-mae:4914.48828 validation_1-mae:6050.08789 [731] validation_0-mae:4912.70752 validation_1-mae:6049.38281 [732] validation_0-mae:4912.12744 validation_1-mae:6049.16895 [733] validation_0-mae:4910.52051 validation_1-mae:6048.35352 [734] validation_0-mae:4909.04785 validation_1-mae:6047.49707 [735] validation_0-mae:4908.24707 validation_1-mae:6047.36377 [736] validation_0-mae:4906.91650 validation_1-mae:6047.42432 [737] validation_0-mae:4905.14404 validation_1-mae:6046.78125 [738] validation_0-mae:4904.66748 validation_1-mae:6046.49756 [739] validation_0-mae:4903.97900 validation_1-mae:6046.28760 [740] validation_0-mae:4903.45654 validation_1-mae:6046.02930 [741] validation_0-mae:4901.09375 validation_1-mae:6045.24805 [742] validation_0-mae:4900.48584 validation_1-mae:6045.58936 [743] validation_0-mae:4899.82617 validation_1-mae:6045.55322 [744] validation_0-mae:4898.12598 validation_1-mae:6045.16797 [745] validation_0-mae:4897.86279 validation_1-mae:6045.17920 [746] validation_0-mae:4897.64307 validation_1-mae:6045.07910 [747] validation_0-mae:4895.68457 validation_1-mae:6043.97852 [748] validation_0-mae:4895.54297 validation_1-mae:6044.11523 [749] validation_0-mae:4894.23584 validation_1-mae:6044.70068 [750] validation_0-mae:4893.52051 validation_1-mae:6044.76465 [751] validation_0-mae:4892.57520 validation_1-mae:6045.16113 [752] validation_0-mae:4890.49805 validation_1-mae:6045.07275 [753] validation_0-mae:4887.44824 validation_1-mae:6043.26025 [754] validation_0-mae:4885.93359 validation_1-mae:6043.35205 [755] validation_0-mae:4882.30078 validation_1-mae:6041.52002 [756] validation_0-mae:4881.28857 validation_1-mae:6041.20557 [757] validation_0-mae:4879.88721 validation_1-mae:6041.11279 [758] validation_0-mae:4876.75488 validation_1-mae:6039.54053 [759] validation_0-mae:4875.11328 validation_1-mae:6039.30713 [760] validation_0-mae:4873.36377 validation_1-mae:6039.22461 [761] validation_0-mae:4872.64990 validation_1-mae:6039.78125 [762] validation_0-mae:4870.47656 validation_1-mae:6038.37598 [763] validation_0-mae:4869.85449 validation_1-mae:6038.38574 [764] validation_0-mae:4868.57812 validation_1-mae:6037.96240 [765] validation_0-mae:4867.41211 validation_1-mae:6037.85156 [766] validation_0-mae:4866.12402 validation_1-mae:6037.87402 [767] validation_0-mae:4865.09424 validation_1-mae:6038.11377 [768] validation_0-mae:4862.74853 validation_1-mae:6036.89453 [769] validation_0-mae:4861.61768 validation_1-mae:6036.82812 [770] validation_0-mae:4860.41357 validation_1-mae:6036.74658 [771] validation_0-mae:4859.53906 validation_1-mae:6037.00293 [772] validation_0-mae:4857.22314 validation_1-mae:6037.28711 [773] validation_0-mae:4855.41504 validation_1-mae:6037.55908 [774] validation_0-mae:4853.70117 validation_1-mae:6036.74121 [775] validation_0-mae:4852.43652 validation_1-mae:6035.91797 [776] validation_0-mae:4851.66943 validation_1-mae:6036.27686 [777] validation_0-mae:4850.14551 validation_1-mae:6036.14307 [778] validation_0-mae:4848.61426 validation_1-mae:6037.02441 [779] validation_0-mae:4846.91895 validation_1-mae:6036.50732 [780] validation_0-mae:4845.35693 validation_1-mae:6035.94580 [781] validation_0-mae:4844.46680 validation_1-mae:6035.38379 [782] validation_0-mae:4844.26367 validation_1-mae:6035.29932 [783] validation_0-mae:4843.82861 validation_1-mae:6035.42090 [784] validation_0-mae:4843.55322 validation_1-mae:6035.75830 [785] validation_0-mae:4842.97705 validation_1-mae:6035.48389 [786] validation_0-mae:4842.32031 validation_1-mae:6035.69141 [787] validation_0-mae:4840.95508 validation_1-mae:6036.01514 [788] validation_0-mae:4840.55957 validation_1-mae:6035.92871 [789] validation_0-mae:4839.61377 validation_1-mae:6035.84912 [790] validation_0-mae:4838.94775 validation_1-mae:6036.06787 [791] validation_0-mae:4836.69385 validation_1-mae:6035.89111 [792] validation_0-mae:4834.60400 validation_1-mae:6036.60205 [793] validation_0-mae:4833.75537 validation_1-mae:6036.37451 [794] validation_0-mae:4832.69922 validation_1-mae:6036.30273 [795] validation_0-mae:4830.29443 validation_1-mae:6035.98828 [796] validation_0-mae:4827.98682 validation_1-mae:6036.15625 [797] validation_0-mae:4826.15820 validation_1-mae:6036.02295 [798] validation_0-mae:4824.82031 validation_1-mae:6036.22510 [799] validation_0-mae:4823.28809 validation_1-mae:6036.75293 [800] validation_0-mae:4821.31299 validation_1-mae:6036.14404 [801] validation_0-mae:4820.58447 validation_1-mae:6035.86475 [802] validation_0-mae:4819.15869 validation_1-mae:6035.12744 [803] validation_0-mae:4817.84619 validation_1-mae:6035.63330 [804] validation_0-mae:4817.22022 validation_1-mae:6035.64111 [805] validation_0-mae:4816.42676 validation_1-mae:6035.34375 [806] validation_0-mae:4816.27978 validation_1-mae:6035.21240 [807] validation_0-mae:4814.91797 validation_1-mae:6035.18848 [808] validation_0-mae:4813.97656 validation_1-mae:6035.23145 [809] validation_0-mae:4813.44629 validation_1-mae:6035.28272 [810] validation_0-mae:4812.37549 validation_1-mae:6035.11816 [811] validation_0-mae:4810.69580 validation_1-mae:6034.85449 [812] validation_0-mae:4809.92139 validation_1-mae:6034.57568 [813] validation_0-mae:4809.28320 validation_1-mae:6034.52441 [814] validation_0-mae:4807.90723 validation_1-mae:6034.70947 [815] validation_0-mae:4805.63037 validation_1-mae:6035.01318 [816] validation_0-mae:4804.97363 validation_1-mae:6035.10986 [817] validation_0-mae:4803.89502 validation_1-mae:6035.08301 [818] validation_0-mae:4802.21533 validation_1-mae:6033.77197 [819] validation_0-mae:4800.43066 validation_1-mae:6033.33252 [820] validation_0-mae:4799.81494 validation_1-mae:6033.46240 [821] validation_0-mae:4798.83936 validation_1-mae:6033.43897 [822] validation_0-mae:4798.00147 validation_1-mae:6033.52002 [823] validation_0-mae:4796.83691 validation_1-mae:6033.14307 [824] validation_0-mae:4795.72510 validation_1-mae:6033.06982 [825] validation_0-mae:4795.34863 validation_1-mae:6032.96533 [826] validation_0-mae:4793.57178 validation_1-mae:6032.46533 [827] validation_0-mae:4791.54443 validation_1-mae:6030.76562 [828] validation_0-mae:4789.00732 validation_1-mae:6030.34277 [829] validation_0-mae:4787.98340 validation_1-mae:6030.05664 [830] validation_0-mae:4786.69531 validation_1-mae:6029.81641 [831] validation_0-mae:4785.00732 validation_1-mae:6029.61426 [832] validation_0-mae:4783.48096 validation_1-mae:6029.62647 [833] validation_0-mae:4782.29150 validation_1-mae:6029.49853 [834] validation_0-mae:4780.52539 validation_1-mae:6029.98975 [835] validation_0-mae:4779.49756 validation_1-mae:6029.61523 [836] validation_0-mae:4778.47949 validation_1-mae:6029.54785 [837] validation_0-mae:4777.77344 validation_1-mae:6029.66650 [838] validation_0-mae:4776.87793 validation_1-mae:6029.55713 [839] validation_0-mae:4776.67480 validation_1-mae:6029.48096 [840] validation_0-mae:4773.94971 validation_1-mae:6028.59961 [841] validation_0-mae:4772.06103 validation_1-mae:6028.33057 [842] validation_0-mae:4770.55225 validation_1-mae:6028.48096 [843] validation_0-mae:4770.20459 validation_1-mae:6028.51514 [844] validation_0-mae:4769.28516 validation_1-mae:6029.06836 [845] validation_0-mae:4768.75537 validation_1-mae:6029.11084 [846] validation_0-mae:4767.02783 validation_1-mae:6029.38330 [847] validation_0-mae:4766.35938 validation_1-mae:6030.00977 [848] validation_0-mae:4765.43701 validation_1-mae:6029.74121 [849] validation_0-mae:4763.80664 validation_1-mae:6030.22412 [850] validation_0-mae:4762.44629 validation_1-mae:6029.69727 [851] validation_0-mae:4761.43164 validation_1-mae:6029.74707 [852] validation_0-mae:4759.69189 validation_1-mae:6029.43164 [853] validation_0-mae:4758.82129 validation_1-mae:6029.30371 [854] validation_0-mae:4757.99609 validation_1-mae:6029.21484 [855] validation_0-mae:4756.92725 validation_1-mae:6029.17139 [856] validation_0-mae:4756.01221 validation_1-mae:6028.92236 [857] validation_0-mae:4755.47070 validation_1-mae:6029.06006 [858] validation_0-mae:4754.66602 validation_1-mae:6029.34717 [859] validation_0-mae:4753.72022 validation_1-mae:6029.56738 [860] validation_0-mae:4752.95703 validation_1-mae:6030.01221 [861] validation_0-mae:4751.66064 validation_1-mae:6029.68164 [862] validation_0-mae:4751.25586 validation_1-mae:6029.57812 [863] validation_0-mae:4750.52832 validation_1-mae:6029.12549 [864] validation_0-mae:4749.65332 validation_1-mae:6029.22412 [865] validation_0-mae:4747.08008 validation_1-mae:6029.75195 [866] validation_0-mae:4745.66162 validation_1-mae:6029.01367 [867] validation_0-mae:4744.93848 validation_1-mae:6028.67236 [868] validation_0-mae:4744.58740 validation_1-mae:6028.98389 [869] validation_0-mae:4743.67773 validation_1-mae:6029.27783 [870] validation_0-mae:4742.94824 validation_1-mae:6029.34766 [871] validation_0-mae:4741.26953 validation_1-mae:6028.67871 [872] validation_0-mae:4740.09814 validation_1-mae:6028.59180 [873] validation_0-mae:4737.47754 validation_1-mae:6027.99756 [874] validation_0-mae:4736.19873 validation_1-mae:6027.15137 [875] validation_0-mae:4734.77441 validation_1-mae:6026.41699 [876] validation_0-mae:4731.85889 validation_1-mae:6025.80127 [877] validation_0-mae:4729.79834 validation_1-mae:6025.92383 [878] validation_0-mae:4728.75293 validation_1-mae:6025.11621 [879] validation_0-mae:4725.79443 validation_1-mae:6023.85889 [880] validation_0-mae:4724.41064 validation_1-mae:6023.19727 [881] validation_0-mae:4721.94629 validation_1-mae:6022.60352 [882] validation_0-mae:4719.58887 validation_1-mae:6022.28027 [883] validation_0-mae:4718.05615 validation_1-mae:6023.15967 [884] validation_0-mae:4715.66455 validation_1-mae:6023.11914 [885] validation_0-mae:4713.35742 validation_1-mae:6023.07520 [886] validation_0-mae:4711.68408 validation_1-mae:6023.32568 [887] validation_0-mae:4710.42285 validation_1-mae:6023.07959 [888] validation_0-mae:4708.61279 validation_1-mae:6022.78760 [889] validation_0-mae:4707.57031 validation_1-mae:6022.26318 [890] validation_0-mae:4706.52686 validation_1-mae:6022.47266 [891] validation_0-mae:4705.58643 validation_1-mae:6022.67090 [892] validation_0-mae:4704.61963 validation_1-mae:6022.39697 [893] validation_0-mae:4703.17969 validation_1-mae:6021.52734 [894] validation_0-mae:4702.46728 validation_1-mae:6021.67822 [895] validation_0-mae:4701.84668 validation_1-mae:6021.72559 [896] validation_0-mae:4700.42383 validation_1-mae:6021.69385 [897] validation_0-mae:4698.76270 validation_1-mae:6022.32178 [898] validation_0-mae:4696.44482 validation_1-mae:6022.66943 [899] validation_0-mae:4694.52148 validation_1-mae:6023.04199 [900] validation_0-mae:4693.31445 validation_1-mae:6022.57812 [901] validation_0-mae:4691.60840 validation_1-mae:6022.68799 [902] validation_0-mae:4690.72022 validation_1-mae:6022.76514 [903] validation_0-mae:4688.46045 validation_1-mae:6022.25977 [904] validation_0-mae:4686.33838 validation_1-mae:6021.77637 [905] validation_0-mae:4684.86475 validation_1-mae:6021.66162 [906] validation_0-mae:4682.98828 validation_1-mae:6021.12158 [907] validation_0-mae:4681.98340 validation_1-mae:6020.34326 [908] validation_0-mae:4681.06885 validation_1-mae:6020.24609 [909] validation_0-mae:4679.90527 validation_1-mae:6019.51270 [910] validation_0-mae:4679.17334 validation_1-mae:6019.26611 [911] validation_0-mae:4678.61865 validation_1-mae:6019.76953 [912] validation_0-mae:4677.56982 validation_1-mae:6020.35693 [913] validation_0-mae:4676.35449 validation_1-mae:6020.72266 [914] validation_0-mae:4675.20215 validation_1-mae:6020.98828 [915] validation_0-mae:4674.40527 validation_1-mae:6021.11328 [916] validation_0-mae:4673.77246 validation_1-mae:6021.08594 [917] validation_0-mae:4673.01758 validation_1-mae:6021.10840 [918] validation_0-mae:4671.94141 validation_1-mae:6021.21533 [919] validation_0-mae:4671.36719 validation_1-mae:6021.24121 [920] validation_0-mae:4669.87744 validation_1-mae:6020.24219 [921] validation_0-mae:4669.32959 validation_1-mae:6020.43359 [922] validation_0-mae:4668.14844 validation_1-mae:6019.68652 [923] validation_0-mae:4667.63721 validation_1-mae:6019.92432 [924] validation_0-mae:4666.34228 validation_1-mae:6019.52930 [925] validation_0-mae:4665.54590 validation_1-mae:6019.80225 [926] validation_0-mae:4664.71143 validation_1-mae:6019.50000 [927] validation_0-mae:4663.93262 validation_1-mae:6019.64209 [928] validation_0-mae:4661.79199 validation_1-mae:6018.35645 [929] validation_0-mae:4661.18897 validation_1-mae:6018.82373 [930] validation_0-mae:4659.02197 validation_1-mae:6017.67725 [931] validation_0-mae:4658.69971 validation_1-mae:6017.87158 [932] validation_0-mae:4657.77490 validation_1-mae:6018.08545 [933] validation_0-mae:4656.41113 validation_1-mae:6017.79688 [934] validation_0-mae:4656.10889 validation_1-mae:6018.04834 [935] validation_0-mae:4654.81689 validation_1-mae:6018.32666 [936] validation_0-mae:4653.24219 validation_1-mae:6018.08008 [937] validation_0-mae:4651.61670 validation_1-mae:6017.94141 [938] validation_0-mae:4650.70654 validation_1-mae:6017.59082 [939] validation_0-mae:4649.04199 validation_1-mae:6017.40137 [940] validation_0-mae:4648.48975 validation_1-mae:6017.72852 [941] validation_0-mae:4647.10596 validation_1-mae:6017.89160 [942] validation_0-mae:4646.31982 validation_1-mae:6017.82422 [943] validation_0-mae:4645.60596 validation_1-mae:6017.87353 [944] validation_0-mae:4643.88037 validation_1-mae:6017.01270 [945] validation_0-mae:4643.00928 validation_1-mae:6017.16455 [946] validation_0-mae:4642.19092 validation_1-mae:6016.89551 [947] validation_0-mae:4641.35547 validation_1-mae:6016.83301 [948] validation_0-mae:4640.30762 validation_1-mae:6016.87793 [949] validation_0-mae:4639.70264 validation_1-mae:6017.04004 [950] validation_0-mae:4638.76562 validation_1-mae:6017.25781 [951] validation_0-mae:4638.25488 validation_1-mae:6017.33545 [952] validation_0-mae:4638.16943 validation_1-mae:6017.45508 [953] validation_0-mae:4637.16113 validation_1-mae:6017.02783 [954] validation_0-mae:4635.87744 validation_1-mae:6016.41699 [955] validation_0-mae:4635.27783 validation_1-mae:6016.45166 [956] validation_0-mae:4633.92676 validation_1-mae:6016.43018 [957] validation_0-mae:4631.61426 validation_1-mae:6015.45264 [958] validation_0-mae:4631.17871 validation_1-mae:6015.35303 [959] validation_0-mae:4630.32520 validation_1-mae:6016.22314 [960] validation_0-mae:4629.37353 validation_1-mae:6016.24072 [961] validation_0-mae:4628.70752 validation_1-mae:6016.31152 [962] validation_0-mae:4628.07471 validation_1-mae:6016.18603 [963] validation_0-mae:4627.65918 validation_1-mae:6016.19336 [964] validation_0-mae:4627.62842 validation_1-mae:6016.29297 [965] validation_0-mae:4626.64746 validation_1-mae:6016.83936 [966] validation_0-mae:4625.28564 validation_1-mae:6016.90478 [967] validation_0-mae:4624.28906 validation_1-mae:6016.66553 [968] validation_0-mae:4622.78467 validation_1-mae:6015.73877 [969] validation_0-mae:4620.23535 validation_1-mae:6016.00684 [970] validation_0-mae:4619.66602 validation_1-mae:6016.52978 [971] validation_0-mae:4618.53760 validation_1-mae:6016.59766 [972] validation_0-mae:4618.16602 validation_1-mae:6016.47949 [973] validation_0-mae:4616.45410 validation_1-mae:6015.86816 [974] validation_0-mae:4614.53809 validation_1-mae:6015.91406 [975] validation_0-mae:4613.41943 validation_1-mae:6016.27100 [976] validation_0-mae:4612.18652 validation_1-mae:6016.12988 [977] validation_0-mae:4611.30811 validation_1-mae:6016.11914 [978] validation_0-mae:4610.42725 validation_1-mae:6016.16748 [979] validation_0-mae:4609.72363 validation_1-mae:6015.99853 [980] validation_0-mae:4608.05029 validation_1-mae:6015.82764 [981] validation_0-mae:4606.21582 validation_1-mae:6015.37500 [982] validation_0-mae:4603.85791 validation_1-mae:6015.88135 [983] validation_0-mae:4603.15625 validation_1-mae:6015.92725 [984] validation_0-mae:4602.10449 validation_1-mae:6015.94434 [985] validation_0-mae:4600.38574 validation_1-mae:6015.42285 [986] validation_0-mae:4598.59375 validation_1-mae:6015.51953 [987] validation_0-mae:4596.85645 validation_1-mae:6014.64062 [988] validation_0-mae:4595.47363 validation_1-mae:6014.42725 [989] validation_0-mae:4594.32764 validation_1-mae:6014.70898 [990] validation_0-mae:4593.93945 validation_1-mae:6014.88184 [991] validation_0-mae:4592.88965 validation_1-mae:6014.07178 [992] validation_0-mae:4590.97022 validation_1-mae:6013.16553 [993] validation_0-mae:4589.60303 validation_1-mae:6013.12207 [994] validation_0-mae:4588.69141 validation_1-mae:6013.53809 [995] validation_0-mae:4587.66211 validation_1-mae:6013.67480 [996] validation_0-mae:4586.26807 validation_1-mae:6012.83008 [997] validation_0-mae:4585.42676 validation_1-mae:6012.58789 [998] validation_0-mae:4583.94678 validation_1-mae:6012.11230 [999] validation_0-mae:4582.33545 validation_1-mae:6012.10840 [1000] validation_0-mae:4580.70947 validation_1-mae:6010.71631 [1001] validation_0-mae:4579.37353 validation_1-mae:6010.14941 [1002] validation_0-mae:4578.16504 validation_1-mae:6010.77344 [1003] validation_0-mae:4577.30127 validation_1-mae:6010.36475 [1004] validation_0-mae:4576.69873 validation_1-mae:6010.22168 [1005] validation_0-mae:4575.74463 validation_1-mae:6010.74316 [1006] validation_0-mae:4574.59180 validation_1-mae:6010.28564 [1007] validation_0-mae:4573.02881 validation_1-mae:6010.19971 [1008] validation_0-mae:4571.68018 validation_1-mae:6010.64014 [1009] validation_0-mae:4570.40478 validation_1-mae:6011.13965 [1010] validation_0-mae:4569.32129 validation_1-mae:6010.56885 [1011] validation_0-mae:4568.35547 validation_1-mae:6010.28418 [1012] validation_0-mae:4567.20410 validation_1-mae:6009.81543 [1013] validation_0-mae:4566.23877 validation_1-mae:6009.62647 [1014] validation_0-mae:4564.55225 validation_1-mae:6009.79053 [1015] validation_0-mae:4562.78418 validation_1-mae:6009.64160 [1016] validation_0-mae:4561.74756 validation_1-mae:6010.17041 [1017] validation_0-mae:4560.29492 validation_1-mae:6009.83398 [1018] validation_0-mae:4558.64062 validation_1-mae:6009.37207 [1019] validation_0-mae:4556.81592 validation_1-mae:6007.92432 [1020] validation_0-mae:4554.76221 validation_1-mae:6007.41895 [1021] validation_0-mae:4553.37158 validation_1-mae:6006.60693 [1022] validation_0-mae:4552.24902 validation_1-mae:6006.31006 [1023] validation_0-mae:4551.33154 validation_1-mae:6005.82520 [1024] validation_0-mae:4550.05322 validation_1-mae:6005.23975 [1025] validation_0-mae:4548.12939 validation_1-mae:6004.61230 [1026] validation_0-mae:4545.89209 validation_1-mae:6004.80469 [1027] validation_0-mae:4544.23535 validation_1-mae:6005.21191 [1028] validation_0-mae:4543.65381 validation_1-mae:6005.12793 [1029] validation_0-mae:4542.58008 validation_1-mae:6004.56055 [1030] validation_0-mae:4540.42090 validation_1-mae:6003.70947 [1031] validation_0-mae:4539.69629 validation_1-mae:6003.49121 [1032] validation_0-mae:4538.79541 validation_1-mae:6003.23535 [1033] validation_0-mae:4537.34814 validation_1-mae:6002.66406 [1034] validation_0-mae:4536.34912 validation_1-mae:6002.30371 [1035] validation_0-mae:4535.72852 validation_1-mae:6002.29248 [1036] validation_0-mae:4533.76416 validation_1-mae:6002.35352 [1037] validation_0-mae:4532.15430 validation_1-mae:6001.78516 [1038] validation_0-mae:4531.30713 validation_1-mae:6001.95947 [1039] validation_0-mae:4530.05225 validation_1-mae:6002.30908 [1040] validation_0-mae:4528.87451 validation_1-mae:6002.29883 [1041] validation_0-mae:4527.21045 validation_1-mae:6001.40723 [1042] validation_0-mae:4526.71631 validation_1-mae:6001.02881 [1043] validation_0-mae:4526.57031 validation_1-mae:6001.07129 [1044] validation_0-mae:4525.51611 validation_1-mae:6001.35107 [1045] validation_0-mae:4524.87256 validation_1-mae:6001.59668 [1046] validation_0-mae:4523.79785 validation_1-mae:6000.86914 [1047] validation_0-mae:4522.05176 validation_1-mae:6000.59912 [1048] validation_0-mae:4520.62695 validation_1-mae:6000.40869 [1049] validation_0-mae:4519.84814 validation_1-mae:6000.04736 [1050] validation_0-mae:4519.07178 validation_1-mae:6000.37305 [1051] validation_0-mae:4517.93897 validation_1-mae:5999.87988 [1052] validation_0-mae:4517.52686 validation_1-mae:5999.85449 [1053] validation_0-mae:4516.15039 validation_1-mae:5999.65674 [1054] validation_0-mae:4515.17969 validation_1-mae:5999.32715 [1055] validation_0-mae:4514.05029 validation_1-mae:5998.97314 [1056] validation_0-mae:4513.12988 validation_1-mae:5998.53467 [1057] validation_0-mae:4513.05078 validation_1-mae:5998.57129 [1058] validation_0-mae:4512.66357 validation_1-mae:5998.43652 [1059] validation_0-mae:4511.54297 validation_1-mae:5998.56543 [1060] validation_0-mae:4510.91748 validation_1-mae:5998.37451 [1061] validation_0-mae:4510.35791 validation_1-mae:5998.86475 [1062] validation_0-mae:4509.99707 validation_1-mae:5998.80273 [1063] validation_0-mae:4509.22656 validation_1-mae:5998.61865 [1064] validation_0-mae:4508.66797 validation_1-mae:5998.33936 [1065] validation_0-mae:4508.51904 validation_1-mae:5998.39404 [1066] validation_0-mae:4508.31934 validation_1-mae:5998.16748 [1067] validation_0-mae:4507.28418 validation_1-mae:5998.16211 [1068] validation_0-mae:4506.54053 validation_1-mae:5998.06494 [1069] validation_0-mae:4505.62598 validation_1-mae:5998.00195 [1070] validation_0-mae:4504.77197 validation_1-mae:5998.54590 [1071] validation_0-mae:4503.84522 validation_1-mae:5998.22656 [1072] validation_0-mae:4502.21875 validation_1-mae:5996.90381 [1073] validation_0-mae:4500.11572 validation_1-mae:5996.72461 [1074] validation_0-mae:4498.29883 validation_1-mae:5997.17627 [1075] validation_0-mae:4496.46484 validation_1-mae:5997.59228 [1076] validation_0-mae:4494.90674 validation_1-mae:5996.76807 [1077] validation_0-mae:4493.97266 validation_1-mae:5996.54639 [1078] validation_0-mae:4492.64160 validation_1-mae:5996.52539 [1079] validation_0-mae:4491.68457 validation_1-mae:5997.01270 [1080] validation_0-mae:4490.98828 validation_1-mae:5997.48389 [1081] validation_0-mae:4489.67871 validation_1-mae:5997.30322 [1082] validation_0-mae:4488.54541 validation_1-mae:5997.44043 [1083] validation_0-mae:4488.04834 validation_1-mae:5997.41406 [1084] validation_0-mae:4486.58984 validation_1-mae:5997.30322 [1085] validation_0-mae:4485.64795 validation_1-mae:5996.84619 [1086] validation_0-mae:4485.12549 validation_1-mae:5996.81787 [1087] validation_0-mae:4483.72510 validation_1-mae:5996.00195 [1088] validation_0-mae:4482.97022 validation_1-mae:5995.72070 [1089] validation_0-mae:4481.53906 validation_1-mae:5994.91162 [1090] validation_0-mae:4480.38867 validation_1-mae:5994.13232 [1091] validation_0-mae:4479.20166 validation_1-mae:5993.92822 [1092] validation_0-mae:4477.20654 validation_1-mae:5993.50977 [1093] validation_0-mae:4476.26465 validation_1-mae:5993.67969 [1094] validation_0-mae:4475.29004 validation_1-mae:5993.13965 [1095] validation_0-mae:4474.64502 validation_1-mae:5993.14600 [1096] validation_0-mae:4473.72363 validation_1-mae:5992.82422 [1097] validation_0-mae:4472.91602 validation_1-mae:5992.91064 [1098] validation_0-mae:4472.23926 validation_1-mae:5993.11377 [1099] validation_0-mae:4471.00488 validation_1-mae:5993.27441 [1100] validation_0-mae:4470.03125 validation_1-mae:5993.22363 [1101] validation_0-mae:4469.18945 validation_1-mae:5993.23828 [1102] validation_0-mae:4468.58936 validation_1-mae:5993.03320 [1103] validation_0-mae:4467.70264 validation_1-mae:5993.14014 [1104] validation_0-mae:4466.34717 validation_1-mae:5992.80420 [1105] validation_0-mae:4465.71387 validation_1-mae:5992.97070 [1106] validation_0-mae:4465.47510 validation_1-mae:5993.08545 [1107] validation_0-mae:4464.85059 validation_1-mae:5993.14307 [1108] validation_0-mae:4464.36621 validation_1-mae:5992.89844 [1109] validation_0-mae:4463.66895 validation_1-mae:5993.00391 [1110] validation_0-mae:4463.20459 validation_1-mae:5993.21289 [1111] validation_0-mae:4462.25000 validation_1-mae:5992.72852 [1112] validation_0-mae:4461.69922 validation_1-mae:5992.79395 [1113] validation_0-mae:4461.29883 validation_1-mae:5992.79199 [1114] validation_0-mae:4461.03272 validation_1-mae:5992.85498 [1115] validation_0-mae:4459.44629 validation_1-mae:5992.39014 [1116] validation_0-mae:4458.87988 validation_1-mae:5992.35205 [1117] validation_0-mae:4457.80273 validation_1-mae:5992.18311 [1118] validation_0-mae:4456.33008 validation_1-mae:5991.96631 [1119] validation_0-mae:4455.69238 validation_1-mae:5992.12744 [1120] validation_0-mae:4454.25439 validation_1-mae:5991.71484 [1121] validation_0-mae:4452.91260 validation_1-mae:5991.08008 [1122] validation_0-mae:4451.54053 validation_1-mae:5991.45557 [1123] validation_0-mae:4450.07422 validation_1-mae:5991.05518 [1124] validation_0-mae:4449.14648 validation_1-mae:5991.41699 [1125] validation_0-mae:4447.30078 validation_1-mae:5990.46631 [1126] validation_0-mae:4445.98389 validation_1-mae:5990.44092 [1127] validation_0-mae:4444.52197 validation_1-mae:5990.18213 [1128] validation_0-mae:4442.85010 validation_1-mae:5989.98486 [1129] validation_0-mae:4441.41699 validation_1-mae:5989.97168 [1130] validation_0-mae:4440.38965 validation_1-mae:5990.01514 [1131] validation_0-mae:4438.90381 validation_1-mae:5989.22022 [1132] validation_0-mae:4438.16455 validation_1-mae:5989.04590 [1133] validation_0-mae:4437.17285 validation_1-mae:5989.08105 [1134] validation_0-mae:4436.45312 validation_1-mae:5989.53467 [1135] validation_0-mae:4435.20703 validation_1-mae:5989.48828 [1136] validation_0-mae:4434.53662 validation_1-mae:5989.14209 [1137] validation_0-mae:4434.13916 validation_1-mae:5989.03809 [1138] validation_0-mae:4433.07031 validation_1-mae:5989.20117 [1139] validation_0-mae:4432.31494 validation_1-mae:5988.67334 [1140] validation_0-mae:4431.09082 validation_1-mae:5988.55322 [1141] validation_0-mae:4430.26465 validation_1-mae:5988.62256 [1142] validation_0-mae:4429.40625 validation_1-mae:5988.40869 [1143] validation_0-mae:4428.06543 validation_1-mae:5988.38330 [1144] validation_0-mae:4426.24512 validation_1-mae:5988.51709 [1145] validation_0-mae:4425.70850 validation_1-mae:5988.15527 [1146] validation_0-mae:4423.90625 validation_1-mae:5987.67871 [1147] validation_0-mae:4423.02002 validation_1-mae:5987.54248 [1148] validation_0-mae:4421.93750 validation_1-mae:5987.64404 [1149] validation_0-mae:4419.88135 validation_1-mae:5987.41455 [1150] validation_0-mae:4419.01318 validation_1-mae:5987.21045 [1151] validation_0-mae:4417.97412 validation_1-mae:5987.20068 [1152] validation_0-mae:4417.21191 validation_1-mae:5987.28516 [1153] validation_0-mae:4416.44775 validation_1-mae:5987.56787 [1154] validation_0-mae:4415.81445 validation_1-mae:5987.39600 [1155] validation_0-mae:4414.29102 validation_1-mae:5987.44287 [1156] validation_0-mae:4413.15430 validation_1-mae:5987.28174 [1157] validation_0-mae:4411.26758 validation_1-mae:5986.57764 [1158] validation_0-mae:4410.12305 validation_1-mae:5986.14697 [1159] validation_0-mae:4409.21045 validation_1-mae:5985.74414 [1160] validation_0-mae:4408.44580 validation_1-mae:5985.99121 [1161] validation_0-mae:4406.95947 validation_1-mae:5986.63623 [1162] validation_0-mae:4406.65576 validation_1-mae:5986.98145 [1163] validation_0-mae:4406.12793 validation_1-mae:5987.02588 [1164] validation_0-mae:4405.41113 validation_1-mae:5987.55371 [1165] validation_0-mae:4404.60205 validation_1-mae:5987.90527 [1166] validation_0-mae:4403.51172 validation_1-mae:5987.40967 [1167] validation_0-mae:4402.83301 validation_1-mae:5987.61230 [1168] validation_0-mae:4402.64355 validation_1-mae:5987.67041 [1169] validation_0-mae:4401.76172 validation_1-mae:5987.36133 [1170] validation_0-mae:4401.08008 validation_1-mae:5987.16846 [1171] validation_0-mae:4400.49268 validation_1-mae:5987.11670 [1172] validation_0-mae:4400.47412 validation_1-mae:5987.10156 [1173] validation_0-mae:4399.91406 validation_1-mae:5987.02588 [1174] validation_0-mae:4399.15430 validation_1-mae:5987.15820 [1175] validation_0-mae:4398.46631 validation_1-mae:5986.65186 [1176] validation_0-mae:4397.41260 validation_1-mae:5986.75586 [1177] validation_0-mae:4395.91211 validation_1-mae:5986.81397 [1178] validation_0-mae:4394.81982 validation_1-mae:5987.25391 [1179] validation_0-mae:4393.83984 validation_1-mae:5987.64648 [1180] validation_0-mae:4392.63379 validation_1-mae:5987.42920 [1181] validation_0-mae:4391.99805 validation_1-mae:5987.39062 [1182] validation_0-mae:4391.43603 validation_1-mae:5987.65576 [1183] validation_0-mae:4390.59766 validation_1-mae:5987.68848 [1184] validation_0-mae:4389.96826 validation_1-mae:5987.48291 [1185] validation_0-mae:4388.72803 validation_1-mae:5987.44531 [1186] validation_0-mae:4387.30664 validation_1-mae:5986.86230 [1187] validation_0-mae:4386.25879 validation_1-mae:5987.11621 [1188] validation_0-mae:4385.75684 validation_1-mae:5987.03857 [1189] validation_0-mae:4383.80664 validation_1-mae:5986.67334 [1190] validation_0-mae:4383.37158 validation_1-mae:5986.64404 [1191] validation_0-mae:4380.99561 validation_1-mae:5987.11426 [1192] validation_0-mae:4379.24170 validation_1-mae:5986.90088 [1193] validation_0-mae:4378.45459 validation_1-mae:5986.81982 [1194] validation_0-mae:4377.80615 validation_1-mae:5986.94043 [1195] validation_0-mae:4375.90527 validation_1-mae:5987.08789 [1196] validation_0-mae:4374.39746 validation_1-mae:5987.22607 [1197] validation_0-mae:4373.85742 validation_1-mae:5987.40137 [1198] validation_0-mae:4373.03076 validation_1-mae:5987.07568 [1199] validation_0-mae:4371.05029 validation_1-mae:5987.15234 [1200] validation_0-mae:4370.28223 validation_1-mae:5987.62793 [1201] validation_0-mae:4369.08594 validation_1-mae:5987.57275 [1202] validation_0-mae:4368.38135 validation_1-mae:5988.26660 [1203] validation_0-mae:4367.62891 validation_1-mae:5988.61426 [1204] validation_0-mae:4366.23779 validation_1-mae:5988.04346 [1205] validation_0-mae:4365.34912 validation_1-mae:5988.51318 [1206] validation_0-mae:4364.45508 validation_1-mae:5988.24658 [1207] validation_0-mae:4363.51562 validation_1-mae:5988.74853 [1208] validation_0-mae:4361.89160 validation_1-mae:5988.76318 [1209] validation_0-mae:4360.70410 validation_1-mae:5989.07666 [1210] validation_0-mae:4359.37939 validation_1-mae:5989.24316 [1211] validation_0-mae:4359.02539 validation_1-mae:5989.22803 [1212] validation_0-mae:4357.64258 validation_1-mae:5989.21338 [1213] validation_0-mae:4357.18262 validation_1-mae:5989.29102 [1214] validation_0-mae:4356.60938 validation_1-mae:5989.50049 [1215] validation_0-mae:4355.00684 validation_1-mae:5989.42236 [1216] validation_0-mae:4354.35693 validation_1-mae:5989.11670 [1217] validation_0-mae:4353.78760 validation_1-mae:5988.98047 [1218] validation_0-mae:4353.09473 validation_1-mae:5989.14160 [1219] validation_0-mae:4352.90967 validation_1-mae:5989.25147 [1220] validation_0-mae:4351.94727 validation_1-mae:5988.45215 [1221] validation_0-mae:4351.22266 validation_1-mae:5988.49121 [1222] validation_0-mae:4351.05957 validation_1-mae:5988.39844 [1223] validation_0-mae:4350.16406 validation_1-mae:5988.76416 [1224] validation_0-mae:4349.01318 validation_1-mae:5988.97217 [1225] validation_0-mae:4348.29883 validation_1-mae:5988.77002 [1226] validation_0-mae:4346.83350 validation_1-mae:5988.42334 [1227] validation_0-mae:4346.29395 validation_1-mae:5988.18701 [1228] validation_0-mae:4345.31103 validation_1-mae:5988.26367 [1229] validation_0-mae:4342.95996 validation_1-mae:5987.52295 [1230] validation_0-mae:4342.25098 validation_1-mae:5988.12598 [1231] validation_0-mae:4341.60303 validation_1-mae:5988.02246 [1232] validation_0-mae:4339.59082 validation_1-mae:5986.12695 [1233] validation_0-mae:4339.09814 validation_1-mae:5986.16992 [1234] validation_0-mae:4338.43115 validation_1-mae:5986.09326 [1235] validation_0-mae:4337.62891 validation_1-mae:5985.96631 [1236] validation_0-mae:4336.84326 validation_1-mae:5985.55615 [1237] validation_0-mae:4335.78272 validation_1-mae:5985.69971 [1238] validation_0-mae:4334.97852 validation_1-mae:5986.04932 [1239] validation_0-mae:4334.63818 validation_1-mae:5986.11719 [1240] validation_0-mae:4333.82764 validation_1-mae:5986.16602 [1241] validation_0-mae:4332.89648 validation_1-mae:5986.12158 [1242] validation_0-mae:4332.46875 validation_1-mae:5986.32129 [1243] validation_0-mae:4331.88574 validation_1-mae:5985.61279 [1244] validation_0-mae:4331.57324 validation_1-mae:5985.77588 [1245] validation_0-mae:4331.55225 validation_1-mae:5985.78711 [1246] validation_0-mae:4330.58057 validation_1-mae:5984.61621 [1247] validation_0-mae:4330.23682 validation_1-mae:5984.83154 [1248] validation_0-mae:4329.49609 validation_1-mae:5984.86572 [1249] validation_0-mae:4327.81250 validation_1-mae:5984.44385 [1250] validation_0-mae:4326.67871 validation_1-mae:5984.53174 [1251] validation_0-mae:4325.82666 validation_1-mae:5985.53125 [1252] validation_0-mae:4325.40576 validation_1-mae:5985.53711 [1253] validation_0-mae:4324.97998 validation_1-mae:5985.40283 [1254] validation_0-mae:4324.51221 validation_1-mae:5985.30811 [1255] validation_0-mae:4323.86279 validation_1-mae:5985.46484 [1256] validation_0-mae:4323.49512 validation_1-mae:5985.41650 [1257] validation_0-mae:4322.98486 validation_1-mae:5985.28955 [1258] validation_0-mae:4322.78027 validation_1-mae:5985.24707 [1259] validation_0-mae:4322.00195 validation_1-mae:5985.68311 [1260] validation_0-mae:4321.28711 validation_1-mae:5985.67920 [1261] validation_0-mae:4319.91992 validation_1-mae:5985.58740 [1262] validation_0-mae:4318.22803 validation_1-mae:5985.10205 [1263] validation_0-mae:4316.64502 validation_1-mae:5985.32568 [1264] validation_0-mae:4315.82812 validation_1-mae:5985.73291 [1265] validation_0-mae:4315.38379 validation_1-mae:5985.83936 [1266] validation_0-mae:4314.62793 validation_1-mae:5985.80176 [1267] validation_0-mae:4313.97461 validation_1-mae:5985.30371 [1268] validation_0-mae:4312.61670 validation_1-mae:5985.45166 [1269] validation_0-mae:4310.85254 validation_1-mae:5984.66943 [1270] validation_0-mae:4308.97363 validation_1-mae:5983.97656 [1271] validation_0-mae:4307.02148 validation_1-mae:5983.97510 [1272] validation_0-mae:4306.43603 validation_1-mae:5983.79395 [1273] validation_0-mae:4305.11133 validation_1-mae:5983.43603 [1274] validation_0-mae:4303.27148 validation_1-mae:5983.67188 [1275] validation_0-mae:4301.89453 validation_1-mae:5983.72119 [1276] validation_0-mae:4301.21631 validation_1-mae:5983.60742 [1277] validation_0-mae:4300.16992 validation_1-mae:5983.52002 [1278] validation_0-mae:4298.98877 validation_1-mae:5983.94043 [1279] validation_0-mae:4298.33203 validation_1-mae:5984.02734 [1280] validation_0-mae:4297.62109 validation_1-mae:5984.01367 [1281] validation_0-mae:4296.65234 validation_1-mae:5984.25732 [1282] validation_0-mae:4295.96484 validation_1-mae:5984.15625 [1283] validation_0-mae:4295.09082 validation_1-mae:5984.28125 [1284] validation_0-mae:4294.12158 validation_1-mae:5984.38086 [1285] validation_0-mae:4293.68945 validation_1-mae:5984.34277 [1286] validation_0-mae:4292.60840 validation_1-mae:5983.82617 [1287] validation_0-mae:4291.89600 validation_1-mae:5983.61426 [1288] validation_0-mae:4290.77930 validation_1-mae:5983.63721 [1289] validation_0-mae:4288.89746 validation_1-mae:5983.28857 [1290] validation_0-mae:4287.97656 validation_1-mae:5983.05469 [1291] validation_0-mae:4287.21289 validation_1-mae:5983.01270 [1292] validation_0-mae:4286.36523 validation_1-mae:5983.10449 [1293] validation_0-mae:4285.52246 validation_1-mae:5983.59473 [1294] validation_0-mae:4284.73340 validation_1-mae:5983.89648 [1295] validation_0-mae:4282.58691 validation_1-mae:5983.15820 [1296] validation_0-mae:4281.88330 validation_1-mae:5983.18750 [1297] validation_0-mae:4280.73193 validation_1-mae:5982.67480 [1298] validation_0-mae:4280.07959 validation_1-mae:5982.83984 [1299] validation_0-mae:4279.35938 validation_1-mae:5983.04297 [1300] validation_0-mae:4278.76318 validation_1-mae:5983.17383 [1301] validation_0-mae:4278.19434 validation_1-mae:5983.12109 [1302] validation_0-mae:4277.20898 validation_1-mae:5983.05176 [1303] validation_0-mae:4275.63721 validation_1-mae:5982.45605 [1304] validation_0-mae:4274.39307 validation_1-mae:5982.43897 [1305] validation_0-mae:4272.92432 validation_1-mae:5982.01025 [1306] validation_0-mae:4272.03076 validation_1-mae:5982.04395 [1307] validation_0-mae:4270.49512 validation_1-mae:5982.42578 [1308] validation_0-mae:4269.47363 validation_1-mae:5982.29248 [1309] validation_0-mae:4268.68603 validation_1-mae:5982.25488 [1310] validation_0-mae:4266.58643 validation_1-mae:5982.20312 [1311] validation_0-mae:4265.28369 validation_1-mae:5982.46143 [1312] validation_0-mae:4264.03174 validation_1-mae:5982.23193 [1313] validation_0-mae:4261.91406 validation_1-mae:5982.11475 [1314] validation_0-mae:4260.56689 validation_1-mae:5982.80859 [1315] validation_0-mae:4259.98828 validation_1-mae:5983.04395 [1316] validation_0-mae:4259.20264 validation_1-mae:5982.92529 [1317] validation_0-mae:4258.02539 validation_1-mae:5982.40234 [1318] validation_0-mae:4256.48779 validation_1-mae:5982.26758 [1319] validation_0-mae:4255.83398 validation_1-mae:5981.99561 [1320] validation_0-mae:4254.70020 validation_1-mae:5981.88721 [1321] validation_0-mae:4253.12353 validation_1-mae:5981.30127 [1322] validation_0-mae:4251.80371 validation_1-mae:5981.57812 [1323] validation_0-mae:4251.35840 validation_1-mae:5981.64355 [1324] validation_0-mae:4250.89600 validation_1-mae:5981.71338 [1325] validation_0-mae:4249.06738 validation_1-mae:5980.99365 [1326] validation_0-mae:4247.86182 validation_1-mae:5980.24707 [1327] validation_0-mae:4247.55127 validation_1-mae:5980.22022 [1328] validation_0-mae:4246.36084 validation_1-mae:5981.38721 [1329] validation_0-mae:4245.80566 validation_1-mae:5981.34717 [1330] validation_0-mae:4245.05762 validation_1-mae:5981.48779 [1331] validation_0-mae:4244.23877 validation_1-mae:5981.41064 [1332] validation_0-mae:4243.39893 validation_1-mae:5981.20264 [1333] validation_0-mae:4242.86719 validation_1-mae:5981.22998 [1334] validation_0-mae:4242.43506 validation_1-mae:5981.55811 [1335] validation_0-mae:4241.83350 validation_1-mae:5981.57471 [1336] validation_0-mae:4241.41309 validation_1-mae:5981.41113 [1337] validation_0-mae:4240.97412 validation_1-mae:5981.46289 [1338] validation_0-mae:4239.94336 validation_1-mae:5981.26123 [1339] validation_0-mae:4239.14258 validation_1-mae:5981.29004 [1340] validation_0-mae:4238.64844 validation_1-mae:5981.25342 [1341] validation_0-mae:4238.04688 validation_1-mae:5981.44434 [1342] validation_0-mae:4237.68848 validation_1-mae:5981.52832 [1343] validation_0-mae:4236.12158 validation_1-mae:5981.41064 [1344] validation_0-mae:4235.78955 validation_1-mae:5981.62451 [1345] validation_0-mae:4235.34424 validation_1-mae:5981.60254 [1346] validation_0-mae:4234.76123 validation_1-mae:5981.32373 [1347] validation_0-mae:4234.58936 validation_1-mae:5981.40283 [1348] validation_0-mae:4233.57812 validation_1-mae:5981.15967 [1349] validation_0-mae:4233.11816 validation_1-mae:5981.08789 [1350] validation_0-mae:4232.71582 validation_1-mae:5981.36621 [1351] validation_0-mae:4232.38477 validation_1-mae:5981.22168 [1352] validation_0-mae:4232.28223 validation_1-mae:5981.34814 [1353] validation_0-mae:4231.41309 validation_1-mae:5981.68164 [1354] validation_0-mae:4231.03906 validation_1-mae:5981.67725 [1355] validation_0-mae:4230.93848 validation_1-mae:5981.75391 [1356] validation_0-mae:4230.02539 validation_1-mae:5981.69092 [1357] validation_0-mae:4228.83545 validation_1-mae:5982.04785 [1358] validation_0-mae:4228.21826 validation_1-mae:5981.85938 [1359] validation_0-mae:4227.42529 validation_1-mae:5982.11768 [1360] validation_0-mae:4227.22412 validation_1-mae:5982.35693 [1361] validation_0-mae:4226.84326 validation_1-mae:5982.49756 [1362] validation_0-mae:4225.37891 validation_1-mae:5982.26367 [1363] validation_0-mae:4224.78564 validation_1-mae:5982.54150 [1364] validation_0-mae:4224.26172 validation_1-mae:5982.64795 [1365] validation_0-mae:4224.19824 validation_1-mae:5982.84863 [1366] validation_0-mae:4223.94629 validation_1-mae:5982.82617 [1367] validation_0-mae:4223.79541 validation_1-mae:5982.87842 [1368] validation_0-mae:4222.62842 validation_1-mae:5982.46680 [1369] validation_0-mae:4221.52148 validation_1-mae:5982.70361 [1370] validation_0-mae:4220.44824 validation_1-mae:5982.58887 [1371] validation_0-mae:4219.53467 validation_1-mae:5982.77637 [1372] validation_0-mae:4218.63086 validation_1-mae:5982.88672 [1373] validation_0-mae:4217.62598 validation_1-mae:5982.64600 [1374] validation_0-mae:4217.05859 validation_1-mae:5982.51123 [1375] validation_0-mae:4216.22363 validation_1-mae:5982.42676 [1376] validation_0-mae:4215.56494 validation_1-mae:5982.41016 [1377] validation_0-mae:4215.32764 validation_1-mae:5982.37891 [1378] validation_0-mae:4215.11523 validation_1-mae:5982.27490 [1379] validation_0-mae:4214.22217 validation_1-mae:5981.99072 [1380] validation_0-mae:4212.79004 validation_1-mae:5982.09668 [1381] validation_0-mae:4211.93555 validation_1-mae:5982.40039 [1382] validation_0-mae:4211.58936 validation_1-mae:5982.56787 [1383] validation_0-mae:4210.86865 validation_1-mae:5982.43115 [1384] validation_0-mae:4210.70947 validation_1-mae:5982.59228 [1385] validation_0-mae:4209.95752 validation_1-mae:5982.62061 [1386] validation_0-mae:4209.17725 validation_1-mae:5982.71143 [1387] validation_0-mae:4208.31934 validation_1-mae:5982.33789 [1388] validation_0-mae:4208.17041 validation_1-mae:5982.06103 [1389] validation_0-mae:4208.09082 validation_1-mae:5982.02051 [1390] validation_0-mae:4207.69727 validation_1-mae:5981.80957 [1391] validation_0-mae:4206.56543 validation_1-mae:5981.25586 [1392] validation_0-mae:4206.44971 validation_1-mae:5981.22656 [1393] validation_0-mae:4205.75049 validation_1-mae:5981.35547 [1394] validation_0-mae:4205.04834 validation_1-mae:5981.66797 [1395] validation_0-mae:4204.08154 validation_1-mae:5981.37988 [1396] validation_0-mae:4203.65332 validation_1-mae:5981.36963 [1397] validation_0-mae:4202.52148 validation_1-mae:5981.83643 [1398] validation_0-mae:4201.89697 validation_1-mae:5981.62598 [1399] validation_0-mae:4200.67871 validation_1-mae:5981.04443 [1400] validation_0-mae:4199.13428 validation_1-mae:5980.93359 [1401] validation_0-mae:4197.53809 validation_1-mae:5981.62939 [1402] validation_0-mae:4196.47412 validation_1-mae:5981.48633 [1403] validation_0-mae:4195.10010 validation_1-mae:5981.60010 [1404] validation_0-mae:4194.27148 validation_1-mae:5981.27978 [1405] validation_0-mae:4193.19775 validation_1-mae:5981.21484 [1406] validation_0-mae:4191.63721 validation_1-mae:5981.35645 [1407] validation_0-mae:4190.91162 validation_1-mae:5981.52734 [1408] validation_0-mae:4188.84033 validation_1-mae:5980.57617 [1409] validation_0-mae:4187.44189 validation_1-mae:5980.51465 [1410] validation_0-mae:4186.19824 validation_1-mae:5980.22314 [1411] validation_0-mae:4185.13818 validation_1-mae:5980.05566 [1412] validation_0-mae:4183.58740 validation_1-mae:5980.37353 [1413] validation_0-mae:4182.82910 validation_1-mae:5980.43164 [1414] validation_0-mae:4182.35352 validation_1-mae:5980.02686 [1415] validation_0-mae:4181.15088 validation_1-mae:5979.83398 [1416] validation_0-mae:4180.69580 validation_1-mae:5980.20557 [1417] validation_0-mae:4179.09912 validation_1-mae:5980.78955 [1418] validation_0-mae:4178.22461 validation_1-mae:5980.79004 [1419] validation_0-mae:4176.65869 validation_1-mae:5980.52930 [1420] validation_0-mae:4175.02539 validation_1-mae:5980.18311 [1421] validation_0-mae:4173.90674 validation_1-mae:5980.33691 [1422] validation_0-mae:4172.45801 validation_1-mae:5980.87549 [1423] validation_0-mae:4171.76074 validation_1-mae:5981.09228 [1424] validation_0-mae:4171.55127 validation_1-mae:5981.07666 [1425] validation_0-mae:4170.86230 validation_1-mae:5980.99805 [1426] validation_0-mae:4169.81006 validation_1-mae:5980.57666 [1427] validation_0-mae:4169.08203 validation_1-mae:5980.55811 [1428] validation_0-mae:4168.64844 validation_1-mae:5980.64160 [1429] validation_0-mae:4167.90918 validation_1-mae:5980.82227 [1430] validation_0-mae:4166.80371 validation_1-mae:5980.89355 [1431] validation_0-mae:4165.31152 validation_1-mae:5981.05713 [1432] validation_0-mae:4164.87549 validation_1-mae:5981.18164 [1433] validation_0-mae:4163.60742 validation_1-mae:5981.51953 [1434] validation_0-mae:4162.76562 validation_1-mae:5981.31885 [1435] validation_0-mae:4162.17725 validation_1-mae:5981.09131 [1436] validation_0-mae:4161.45752 validation_1-mae:5980.97510 [1437] validation_0-mae:4160.59717 validation_1-mae:5981.71582 [1438] validation_0-mae:4159.54980 validation_1-mae:5981.18018 [1439] validation_0-mae:4158.66016 validation_1-mae:5980.86084 [1440] validation_0-mae:4157.92920 validation_1-mae:5980.92480 [1441] validation_0-mae:4157.88965 validation_1-mae:5980.89941 [1442] validation_0-mae:4157.12647 validation_1-mae:5980.87207 [1443] validation_0-mae:4156.32129 validation_1-mae:5980.65283 [1444] validation_0-mae:4155.88721 validation_1-mae:5980.96045 [1445] validation_0-mae:4154.97803 validation_1-mae:5980.96484 [1446] validation_0-mae:4153.42627 validation_1-mae:5980.61426 [1447] validation_0-mae:4151.71826 validation_1-mae:5980.07764 [1448] validation_0-mae:4150.74805 validation_1-mae:5979.58643 [1449] validation_0-mae:4149.12793 validation_1-mae:5980.34522 [1450] validation_0-mae:4148.23535 validation_1-mae:5980.21289 [1451] validation_0-mae:4146.98877 validation_1-mae:5979.85791 [1452] validation_0-mae:4146.33301 validation_1-mae:5979.47070 [1453] validation_0-mae:4145.54688 validation_1-mae:5979.88721 [1454] validation_0-mae:4144.59961 validation_1-mae:5979.84961 [1455] validation_0-mae:4144.08936 validation_1-mae:5980.19092 [1456] validation_0-mae:4143.28662 validation_1-mae:5980.16895 [1457] validation_0-mae:4142.19727 validation_1-mae:5979.73291 [1458] validation_0-mae:4141.34424 validation_1-mae:5979.58057 [1459] validation_0-mae:4140.01709 validation_1-mae:5979.26172 [1460] validation_0-mae:4139.05908 validation_1-mae:5978.68115 [1461] validation_0-mae:4138.52197 validation_1-mae:5978.72705 [1462] validation_0-mae:4137.46631 validation_1-mae:5978.82275 [1463] validation_0-mae:4136.03369 validation_1-mae:5979.31006 [1464] validation_0-mae:4135.28272 validation_1-mae:5979.27539 [1465] validation_0-mae:4134.77295 validation_1-mae:5979.53369 [1466] validation_0-mae:4133.64404 validation_1-mae:5979.22461 [1467] validation_0-mae:4133.33203 validation_1-mae:5979.01562 [1468] validation_0-mae:4131.18603 validation_1-mae:5978.14893 [1469] validation_0-mae:4130.48438 validation_1-mae:5978.26904 [1470] validation_0-mae:4129.75537 validation_1-mae:5978.23193 [1471] validation_0-mae:4128.66943 validation_1-mae:5977.91504 [1472] validation_0-mae:4128.28613 validation_1-mae:5977.83691 [1473] validation_0-mae:4127.78369 validation_1-mae:5977.86035 [1474] validation_0-mae:4127.51807 validation_1-mae:5977.95117 [1475] validation_0-mae:4127.08838 validation_1-mae:5978.09814 [1476] validation_0-mae:4126.95166 validation_1-mae:5978.03857 [1477] validation_0-mae:4126.33203 validation_1-mae:5977.63525 [1478] validation_0-mae:4125.54932 validation_1-mae:5977.97022 [1479] validation_0-mae:4125.32568 validation_1-mae:5977.88330 [1480] validation_0-mae:4124.42188 validation_1-mae:5977.84766 [1481] validation_0-mae:4123.99707 validation_1-mae:5977.94385 [1482] validation_0-mae:4123.32520 validation_1-mae:5977.89600 [1483] validation_0-mae:4122.84961 validation_1-mae:5977.83008 [1484] validation_0-mae:4121.89990 validation_1-mae:5977.44873 [1485] validation_0-mae:4120.91504 validation_1-mae:5977.50098 [1486] validation_0-mae:4120.19189 validation_1-mae:5977.58643 [1487] validation_0-mae:4119.45312 validation_1-mae:5977.31982 [1488] validation_0-mae:4118.52832 validation_1-mae:5976.97022 [1489] validation_0-mae:4117.91211 validation_1-mae:5976.97119 [1490] validation_0-mae:4117.37402 validation_1-mae:5977.61719 [1491] validation_0-mae:4116.66309 validation_1-mae:5977.90967 [1492] validation_0-mae:4115.83936 validation_1-mae:5977.54639 [1493] validation_0-mae:4115.37305 validation_1-mae:5977.54834 [1494] validation_0-mae:4114.53906 validation_1-mae:5977.85596 [1495] validation_0-mae:4114.37647 validation_1-mae:5977.96338 [1496] validation_0-mae:4113.78955 validation_1-mae:5977.71875 [1497] validation_0-mae:4113.15186 validation_1-mae:5977.66260 [1498] validation_0-mae:4111.30469 validation_1-mae:5977.76367 [1499] validation_0-mae:4110.37012 validation_1-mae:5977.80811 [1500] validation_0-mae:4110.22705 validation_1-mae:5977.78809 [1501] validation_0-mae:4110.19775 validation_1-mae:5977.78418 [1502] validation_0-mae:4109.72998 validation_1-mae:5977.81348 [1503] validation_0-mae:4108.90820 validation_1-mae:5977.54541 [1504] validation_0-mae:4107.92041 validation_1-mae:5977.20898 [1505] validation_0-mae:4106.69189 validation_1-mae:5977.50488 [1506] validation_0-mae:4105.32031 validation_1-mae:5977.61719 [1507] validation_0-mae:4104.46094 validation_1-mae:5977.48730 [1508] validation_0-mae:4103.21094 validation_1-mae:5977.48291 [1509] validation_0-mae:4102.54004 validation_1-mae:5975.95752 [1510] validation_0-mae:4100.95703 validation_1-mae:5975.83545 [1511] validation_0-mae:4099.35791 validation_1-mae:5975.76318 [1512] validation_0-mae:4097.37647 validation_1-mae:5976.61621 [1513] validation_0-mae:4096.15967 validation_1-mae:5976.27734 [1514] validation_0-mae:4095.76074 validation_1-mae:5976.28564 [1515] validation_0-mae:4094.79248 validation_1-mae:5975.89551 [1516] validation_0-mae:4093.55493 validation_1-mae:5975.95557 [1517] validation_0-mae:4093.05371 validation_1-mae:5975.92139 [1518] validation_0-mae:4092.19824 validation_1-mae:5975.82324 [1519] validation_0-mae:4091.90527 validation_1-mae:5975.85400 [1520] validation_0-mae:4090.79102 validation_1-mae:5975.66602 [1521] validation_0-mae:4089.77612 validation_1-mae:5975.27148 [1522] validation_0-mae:4088.84668 validation_1-mae:5975.57471 [1523] validation_0-mae:4088.07202 validation_1-mae:5975.65967 [1524] validation_0-mae:4087.41675 validation_1-mae:5975.47510 [1525] validation_0-mae:4086.47437 validation_1-mae:5975.31103 [1526] validation_0-mae:4085.83154 validation_1-mae:5975.30078 [1527] validation_0-mae:4085.30762 validation_1-mae:5975.28272 [1528] validation_0-mae:4084.99219 validation_1-mae:5975.43066 [1529] validation_0-mae:4084.45606 validation_1-mae:5975.48877 [1530] validation_0-mae:4083.98071 validation_1-mae:5975.67676 [1531] validation_0-mae:4083.18628 validation_1-mae:5975.55615 [1532] validation_0-mae:4082.16553 validation_1-mae:5975.22705 [1533] validation_0-mae:4081.30273 validation_1-mae:5975.29639 [1534] validation_0-mae:4080.43896 validation_1-mae:5975.05078 [1535] validation_0-mae:4079.77930 validation_1-mae:5974.72949 [1536] validation_0-mae:4078.60400 validation_1-mae:5975.25147 [1537] validation_0-mae:4077.86621 validation_1-mae:5974.98584 [1538] validation_0-mae:4075.86401 validation_1-mae:5974.64795 [1539] validation_0-mae:4075.20776 validation_1-mae:5974.38477 [1540] validation_0-mae:4074.74756 validation_1-mae:5974.59180 [1541] validation_0-mae:4073.64868 validation_1-mae:5974.45898 [1542] validation_0-mae:4072.91870 validation_1-mae:5974.52051 [1543] validation_0-mae:4071.46411 validation_1-mae:5974.40186 [1544] validation_0-mae:4071.14844 validation_1-mae:5974.47022 [1545] validation_0-mae:4070.76611 validation_1-mae:5974.71631 [1546] validation_0-mae:4069.99927 validation_1-mae:5974.93018 [1547] validation_0-mae:4069.22949 validation_1-mae:5974.93701 [1548] validation_0-mae:4068.40332 validation_1-mae:5974.87305 [1549] validation_0-mae:4067.68896 validation_1-mae:5975.07910 [1550] validation_0-mae:4066.45581 validation_1-mae:5974.99902 [1551] validation_0-mae:4066.07983 validation_1-mae:5975.05469 [1552] validation_0-mae:4065.48731 validation_1-mae:5974.88965 [1553] validation_0-mae:4064.46191 validation_1-mae:5974.68799 [1554] validation_0-mae:4064.15601 validation_1-mae:5974.73096 [1555] validation_0-mae:4063.87939 validation_1-mae:5974.73145 [1556] validation_0-mae:4063.45386 validation_1-mae:5974.54297 [1557] validation_0-mae:4062.28198 validation_1-mae:5974.32129 [1558] validation_0-mae:4061.49976 validation_1-mae:5974.88818 [1559] validation_0-mae:4061.07227 validation_1-mae:5974.77783 [1560] validation_0-mae:4059.67456 validation_1-mae:5975.11182 [1561] validation_0-mae:4058.15405 validation_1-mae:5974.75830 [1562] validation_0-mae:4057.44067 validation_1-mae:5974.89893 [1563] validation_0-mae:4056.21240 validation_1-mae:5974.63770 [1564] validation_0-mae:4055.58667 validation_1-mae:5974.28320 [1565] validation_0-mae:4055.25586 validation_1-mae:5974.26660 [1566] validation_0-mae:4054.37524 validation_1-mae:5974.27686 [1567] validation_0-mae:4053.97852 validation_1-mae:5974.23145 [1568] validation_0-mae:4053.02051 validation_1-mae:5974.10498 [1569] validation_0-mae:4051.88159 validation_1-mae:5974.00879 [1570] validation_0-mae:4051.30371 validation_1-mae:5974.22266 [1571] validation_0-mae:4051.03296 validation_1-mae:5974.22705 [1572] validation_0-mae:4049.50684 validation_1-mae:5974.47168 [1573] validation_0-mae:4047.84106 validation_1-mae:5974.41748 [1574] validation_0-mae:4046.47583 validation_1-mae:5974.42041 [1575] validation_0-mae:4045.72998 validation_1-mae:5974.25000 [1576] validation_0-mae:4044.30200 validation_1-mae:5973.59473 [1577] validation_0-mae:4043.49707 validation_1-mae:5973.69775 [1578] validation_0-mae:4042.53980 validation_1-mae:5973.39746 [1579] validation_0-mae:4041.27417 validation_1-mae:5973.29980 [1580] validation_0-mae:4040.48511 validation_1-mae:5973.10938 [1581] validation_0-mae:4039.54443 validation_1-mae:5973.73242 [1582] validation_0-mae:4038.10327 validation_1-mae:5973.70312 [1583] validation_0-mae:4037.54956 validation_1-mae:5973.89600 [1584] validation_0-mae:4036.48462 validation_1-mae:5974.30225 [1585] validation_0-mae:4035.70850 validation_1-mae:5974.27734 [1586] validation_0-mae:4034.85352 validation_1-mae:5974.27344 [1587] validation_0-mae:4033.79639 validation_1-mae:5973.97559 [1588] validation_0-mae:4033.22510 validation_1-mae:5974.16895 [1589] validation_0-mae:4032.04150 validation_1-mae:5974.00977 [1590] validation_0-mae:4030.99634 validation_1-mae:5974.19092 [1591] validation_0-mae:4029.60425 validation_1-mae:5974.45508 [1592] validation_0-mae:4028.90405 validation_1-mae:5974.89697 [1593] validation_0-mae:4027.85547 validation_1-mae:5974.52148 [1594] validation_0-mae:4027.11231 validation_1-mae:5974.33447 [1595] validation_0-mae:4026.42847 validation_1-mae:5974.08301 [1596] validation_0-mae:4025.65698 validation_1-mae:5974.56934 [1597] validation_0-mae:4024.76685 validation_1-mae:5974.56641 [1598] validation_0-mae:4024.07080 validation_1-mae:5974.75147 [1599] validation_0-mae:4023.46509 validation_1-mae:5974.69775 [1600] validation_0-mae:4022.47168 validation_1-mae:5974.47412 [1601] validation_0-mae:4022.15381 validation_1-mae:5974.34570 [1602] validation_0-mae:4021.50464 validation_1-mae:5974.39697 [1603] validation_0-mae:4020.30029 validation_1-mae:5974.76562 [1604] validation_0-mae:4019.26489 validation_1-mae:5974.73877 [1605] validation_0-mae:4018.67651 validation_1-mae:5974.93652 [1606] validation_0-mae:4017.79565 validation_1-mae:5974.97559 [1607] validation_0-mae:4017.34448 validation_1-mae:5975.07959 [1608] validation_0-mae:4016.51099 validation_1-mae:5976.04199 [1609] validation_0-mae:4015.80078 validation_1-mae:5976.01562 [1610] validation_0-mae:4014.69531 validation_1-mae:5975.49512 [1611] validation_0-mae:4014.02148 validation_1-mae:5975.14941 [1612] validation_0-mae:4013.40405 validation_1-mae:5975.32178 [1613] validation_0-mae:4012.38647 validation_1-mae:5975.32471 [1614] validation_0-mae:4011.62891 validation_1-mae:5974.88037 [1615] validation_0-mae:4010.81982 validation_1-mae:5974.77783 [1616] validation_0-mae:4009.73462 validation_1-mae:5974.52197 [1617] validation_0-mae:4008.89062 validation_1-mae:5974.39404 [1618] validation_0-mae:4007.62158 validation_1-mae:5974.64062 [1619] validation_0-mae:4006.65039 validation_1-mae:5974.87012 [1620] validation_0-mae:4005.53003 validation_1-mae:5974.49170 [1621] validation_0-mae:4005.10840 validation_1-mae:5974.42480 [1622] validation_0-mae:4004.58887 validation_1-mae:5974.56738 [1623] validation_0-mae:4004.24390 validation_1-mae:5974.35938 [1624] validation_0-mae:4002.69141 validation_1-mae:5974.10010 [1625] validation_0-mae:4002.28760 validation_1-mae:5974.01270 [1626] validation_0-mae:4001.78271 validation_1-mae:5974.22217 [1627] validation_0-mae:4000.69629 validation_1-mae:5974.23535 [1628] validation_0-mae:3999.79932 validation_1-mae:5973.77441 [1629] validation_0-mae:3998.81763 validation_1-mae:5973.57764 [1630] validation_0-mae:3997.94824 validation_1-mae:5973.34424 [1631] validation_0-mae:3997.01416 validation_1-mae:5973.00537 [1632] validation_0-mae:3996.28711 validation_1-mae:5973.06543 [1633] validation_0-mae:3995.08520 validation_1-mae:5972.98096 [1634] validation_0-mae:3994.13257 validation_1-mae:5973.26465 [1635] validation_0-mae:3993.16821 validation_1-mae:5973.45312 [1636] validation_0-mae:3992.25269 validation_1-mae:5973.34961 [1637] validation_0-mae:3991.93579 validation_1-mae:5973.37598 [1638] validation_0-mae:3990.87939 validation_1-mae:5974.10156 [1639] validation_0-mae:3990.38965 validation_1-mae:5974.21143 [1640] validation_0-mae:3989.38721 validation_1-mae:5974.08301 [1641] validation_0-mae:3989.12720 validation_1-mae:5973.80859 [1642] validation_0-mae:3988.31641 validation_1-mae:5973.44434 [1643] validation_0-mae:3987.05420 validation_1-mae:5973.36084 [1644] validation_0-mae:3986.57812 validation_1-mae:5973.93359 [1645] validation_0-mae:3986.16748 validation_1-mae:5973.93213 [1646] validation_0-mae:3985.56128 validation_1-mae:5973.87842 [1647] validation_0-mae:3985.07446 validation_1-mae:5973.67090 [1648] validation_0-mae:3984.37622 validation_1-mae:5974.00342 [1649] validation_0-mae:3984.34741 validation_1-mae:5974.00147 [1650] validation_0-mae:3984.13013 validation_1-mae:5974.03857 [1651] validation_0-mae:3982.29468 validation_1-mae:5974.60059 [1652] validation_0-mae:3981.76367 validation_1-mae:5974.86328 [1653] validation_0-mae:3980.84326 validation_1-mae:5974.62891 [1654] validation_0-mae:3980.19092 validation_1-mae:5974.99658 [1655] validation_0-mae:3979.78418 validation_1-mae:5975.01416 [1656] validation_0-mae:3978.82105 validation_1-mae:5975.39941 [1657] validation_0-mae:3978.49707 validation_1-mae:5975.48242 [1658] validation_0-mae:3977.37061 validation_1-mae:5975.14307 [1659] validation_0-mae:3976.92163 validation_1-mae:5975.13232 [1660] validation_0-mae:3975.97363 validation_1-mae:5974.63525 [1661] validation_0-mae:3974.88818 validation_1-mae:5974.13184 [1662] validation_0-mae:3974.62695 validation_1-mae:5974.22607 [1663] validation_0-mae:3974.45386 validation_1-mae:5973.83203 [1664] validation_0-mae:3973.62671 validation_1-mae:5974.28174 [1665] validation_0-mae:3973.20044 validation_1-mae:5974.37744 [1666] validation_0-mae:3973.18506 validation_1-mae:5974.38818 [1667] validation_0-mae:3973.00879 validation_1-mae:5974.49268 [1668] validation_0-mae:3971.92725 validation_1-mae:5974.57520 [1669] validation_0-mae:3971.89795 validation_1-mae:5974.61182 [1670] validation_0-mae:3971.63159 validation_1-mae:5974.54590 [1671] validation_0-mae:3971.47290 validation_1-mae:5974.64160 [1672] validation_0-mae:3970.94873 validation_1-mae:5974.54443 [1673] validation_0-mae:3969.45483 validation_1-mae:5974.40967 [1674] validation_0-mae:3968.36304 validation_1-mae:5974.33691 [1675] validation_0-mae:3967.63769 validation_1-mae:5974.49756 [1676] validation_0-mae:3967.34912 validation_1-mae:5974.35986 [1677] validation_0-mae:3966.82837 validation_1-mae:5974.07471 [1678] validation_0-mae:3965.98218 validation_1-mae:5974.11475 [1679] validation_0-mae:3965.52930 validation_1-mae:5974.19775 [1680] validation_0-mae:3964.68384 validation_1-mae:5973.99902 [1681] validation_0-mae:3963.94385 validation_1-mae:5974.20312 [1682] validation_0-mae:3963.24902 validation_1-mae:5974.29492 [1683] validation_0-mae:3962.28491 validation_1-mae:5974.16016 [1684] validation_0-mae:3961.63769 validation_1-mae:5974.60205 [1685] validation_0-mae:3960.54688 validation_1-mae:5974.71240 [1686] validation_0-mae:3959.29150 validation_1-mae:5975.26416 [1687] validation_0-mae:3958.11572 validation_1-mae:5975.77344 [1688] validation_0-mae:3957.72730 validation_1-mae:5975.91455 [1689] validation_0-mae:3957.09082 validation_1-mae:5975.57861 [1690] validation_0-mae:3956.69922 validation_1-mae:5975.45752 [1691] validation_0-mae:3955.80688 validation_1-mae:5976.34082 [1692] validation_0-mae:3955.21167 validation_1-mae:5976.18359 [1693] validation_0-mae:3954.50366 validation_1-mae:5975.94775 [1694] validation_0-mae:3954.08423 validation_1-mae:5976.05859 [1695] validation_0-mae:3952.56641 validation_1-mae:5976.96826 [1696] validation_0-mae:3952.00293 validation_1-mae:5976.94922 [1697] validation_0-mae:3951.23267 validation_1-mae:5976.90332 [1698] validation_0-mae:3950.48242 validation_1-mae:5976.68213 [1699] validation_0-mae:3949.88769 validation_1-mae:5977.01904 Dropping: 16v [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20745.88867 [4] validation_0-mae:19043.08594 validation_1-mae:18783.02148 [5] validation_0-mae:17301.18555 validation_1-mae:17050.82422 [6] validation_0-mae:15788.85156 validation_1-mae:15547.12598 [7] validation_0-mae:14475.86523 validation_1-mae:14247.95606 [8] validation_0-mae:13346.72363 validation_1-mae:13125.76660 [9] validation_0-mae:12383.51367 validation_1-mae:12165.98926 [10] validation_0-mae:11563.51367 validation_1-mae:11349.86426 [11] validation_0-mae:10874.35449 validation_1-mae:10668.20801 [12] validation_0-mae:10304.22168 validation_1-mae:10106.29981 [13] validation_0-mae:9819.97461 validation_1-mae:9626.69824 [14] validation_0-mae:9418.90527 validation_1-mae:9236.16602 [15] validation_0-mae:9084.41894 validation_1-mae:8908.73828 [16] validation_0-mae:8802.76660 validation_1-mae:8637.32910 [17] validation_0-mae:8567.56836 validation_1-mae:8412.89746 [18] validation_0-mae:8374.73828 validation_1-mae:8224.71973 [19] validation_0-mae:8211.97070 validation_1-mae:8071.78076 [20] validation_0-mae:8069.25439 validation_1-mae:7940.64404 [21] validation_0-mae:7944.89600 validation_1-mae:7832.72461 [22] validation_0-mae:7846.75684 validation_1-mae:7746.29785 [23] validation_0-mae:7760.49268 validation_1-mae:7677.16943 [24] validation_0-mae:7676.77881 validation_1-mae:7598.82275 [25] validation_0-mae:7604.22461 validation_1-mae:7535.50244 [26] validation_0-mae:7548.76855 validation_1-mae:7488.71777 [27] validation_0-mae:7488.48926 validation_1-mae:7434.68750 [28] validation_0-mae:7439.25342 validation_1-mae:7393.59766 [29] validation_0-mae:7397.08154 validation_1-mae:7359.42529 [30] validation_0-mae:7361.37988 validation_1-mae:7328.95996 [31] validation_0-mae:7320.82324 validation_1-mae:7292.41992 [32] validation_0-mae:7292.41406 validation_1-mae:7274.78076 [33] validation_0-mae:7264.21289 validation_1-mae:7254.15137 [34] validation_0-mae:7233.89893 validation_1-mae:7234.19238 [35] validation_0-mae:7202.42920 validation_1-mae:7209.54883 [36] validation_0-mae:7185.20361 validation_1-mae:7196.13428 [37] validation_0-mae:7167.49853 validation_1-mae:7186.11865 [38] validation_0-mae:7142.06152 validation_1-mae:7164.62012 [39] validation_0-mae:7120.69287 validation_1-mae:7147.43359 [40] validation_0-mae:7102.86865 validation_1-mae:7136.98535 [41] validation_0-mae:7086.70312 validation_1-mae:7124.59082 [42] validation_0-mae:7069.58447 validation_1-mae:7113.84863 [43] validation_0-mae:7049.53027 validation_1-mae:7100.03906 [44] validation_0-mae:7037.13135 validation_1-mae:7089.35840 [45] validation_0-mae:7011.87891 validation_1-mae:7068.91602 [46] validation_0-mae:6988.43945 validation_1-mae:7049.11572 [47] validation_0-mae:6972.56152 validation_1-mae:7041.04834 [48] validation_0-mae:6947.87549 validation_1-mae:7022.58008 [49] validation_0-mae:6933.69238 validation_1-mae:7012.52978 [50] validation_0-mae:6915.77197 validation_1-mae:6999.60107 [51] validation_0-mae:6900.55615 validation_1-mae:6987.15186 [52] validation_0-mae:6889.27197 validation_1-mae:6981.36621 [53] validation_0-mae:6875.39160 validation_1-mae:6971.75830 [54] validation_0-mae:6865.36963 validation_1-mae:6967.58154 [55] validation_0-mae:6847.73633 validation_1-mae:6951.95117 [56] validation_0-mae:6831.06250 validation_1-mae:6937.52734 [57] validation_0-mae:6822.33252 validation_1-mae:6933.39404 [58] validation_0-mae:6810.88574 validation_1-mae:6922.90381 [59] validation_0-mae:6795.66113 validation_1-mae:6909.56250 [60] validation_0-mae:6783.38623 validation_1-mae:6899.07129 [61] validation_0-mae:6770.12353 validation_1-mae:6890.85986 [62] validation_0-mae:6758.69922 validation_1-mae:6881.17822 [63] validation_0-mae:6745.79736 validation_1-mae:6869.79443 [64] validation_0-mae:6735.05664 validation_1-mae:6862.63525 [65] validation_0-mae:6720.97022 validation_1-mae:6854.55371 [66] validation_0-mae:6707.59766 validation_1-mae:6844.51025 [67] validation_0-mae:6697.44971 validation_1-mae:6836.51709 [68] validation_0-mae:6681.71289 validation_1-mae:6823.84326 [69] validation_0-mae:6674.26904 validation_1-mae:6820.76416 [70] validation_0-mae:6661.05762 validation_1-mae:6811.32812 [71] validation_0-mae:6648.99853 validation_1-mae:6801.31982 [72] validation_0-mae:6638.93311 validation_1-mae:6794.12256 [73] validation_0-mae:6625.05029 validation_1-mae:6780.71289 [74] validation_0-mae:6616.62842 validation_1-mae:6776.26953 [75] validation_0-mae:6610.62012 validation_1-mae:6771.90967 [76] validation_0-mae:6603.80420 validation_1-mae:6765.74658 [77] validation_0-mae:6596.43213 validation_1-mae:6760.01660 [78] validation_0-mae:6586.54492 validation_1-mae:6753.08691 [79] validation_0-mae:6568.51367 validation_1-mae:6739.68750 [80] validation_0-mae:6559.98779 validation_1-mae:6731.35742 [81] validation_0-mae:6554.15430 validation_1-mae:6728.33105 [82] validation_0-mae:6549.21728 validation_1-mae:6725.46533 [83] validation_0-mae:6538.87939 validation_1-mae:6716.43750 [84] validation_0-mae:6527.83887 validation_1-mae:6709.02295 [85] validation_0-mae:6517.57812 validation_1-mae:6701.05469 [86] validation_0-mae:6507.20898 validation_1-mae:6691.94043 [87] validation_0-mae:6496.58496 validation_1-mae:6683.04688 [88] validation_0-mae:6488.78564 validation_1-mae:6677.31592 [89] validation_0-mae:6481.41064 validation_1-mae:6673.13086 [90] validation_0-mae:6472.61816 validation_1-mae:6666.77246 [91] validation_0-mae:6465.72559 validation_1-mae:6661.03467 [92] validation_0-mae:6457.99072 validation_1-mae:6657.50244 [93] validation_0-mae:6449.30420 validation_1-mae:6652.49463 [94] validation_0-mae:6443.05127 validation_1-mae:6649.60596 [95] validation_0-mae:6436.88770 validation_1-mae:6646.08594 [96] validation_0-mae:6431.30127 validation_1-mae:6642.29248 [97] validation_0-mae:6421.95117 validation_1-mae:6634.15381 [98] validation_0-mae:6415.32227 validation_1-mae:6628.67822 [99] validation_0-mae:6409.20508 validation_1-mae:6626.44873 [100] validation_0-mae:6402.18164 validation_1-mae:6621.62598 [101] validation_0-mae:6395.64062 validation_1-mae:6617.35107 [102] validation_0-mae:6386.35059 validation_1-mae:6611.10742 [103] validation_0-mae:6383.37207 validation_1-mae:6609.14404 [104] validation_0-mae:6376.18701 validation_1-mae:6604.64551 [105] validation_0-mae:6371.23145 validation_1-mae:6600.39941 [106] validation_0-mae:6366.01416 validation_1-mae:6596.55469 [107] validation_0-mae:6362.03662 validation_1-mae:6593.61279 [108] validation_0-mae:6357.27051 validation_1-mae:6591.73047 [109] validation_0-mae:6351.42041 validation_1-mae:6588.91406 [110] validation_0-mae:6345.65967 validation_1-mae:6588.15918 [111] validation_0-mae:6340.22461 validation_1-mae:6585.48828 [112] validation_0-mae:6336.21875 validation_1-mae:6583.30957 [113] validation_0-mae:6331.58691 validation_1-mae:6579.54883 [114] validation_0-mae:6325.55518 validation_1-mae:6575.80225 [115] validation_0-mae:6322.27783 validation_1-mae:6575.20947 [116] validation_0-mae:6313.49414 validation_1-mae:6569.86182 [117] validation_0-mae:6307.75928 validation_1-mae:6566.25098 [118] validation_0-mae:6303.22314 validation_1-mae:6562.94141 [119] validation_0-mae:6296.75488 validation_1-mae:6559.58398 [120] validation_0-mae:6291.29785 validation_1-mae:6555.80176 [121] validation_0-mae:6286.12305 validation_1-mae:6552.60107 [122] validation_0-mae:6281.76514 validation_1-mae:6548.02734 [123] validation_0-mae:6274.06885 validation_1-mae:6542.94336 [124] validation_0-mae:6266.91162 validation_1-mae:6537.89209 [125] validation_0-mae:6262.42334 validation_1-mae:6536.15430 [126] validation_0-mae:6254.80615 validation_1-mae:6529.47363 [127] validation_0-mae:6251.29541 validation_1-mae:6526.47070 [128] validation_0-mae:6244.00732 validation_1-mae:6521.40039 [129] validation_0-mae:6238.42822 validation_1-mae:6516.08447 [130] validation_0-mae:6234.45508 validation_1-mae:6513.71582 [131] validation_0-mae:6229.95605 validation_1-mae:6511.57666 [132] validation_0-mae:6224.12256 validation_1-mae:6507.77295 [133] validation_0-mae:6219.53076 validation_1-mae:6505.88135 [134] validation_0-mae:6217.04834 validation_1-mae:6505.21680 [135] validation_0-mae:6213.57373 validation_1-mae:6504.41016 [136] validation_0-mae:6211.14844 validation_1-mae:6503.80664 [137] validation_0-mae:6208.95996 validation_1-mae:6502.27832 [138] validation_0-mae:6199.95264 validation_1-mae:6495.31348 [139] validation_0-mae:6197.34180 validation_1-mae:6493.53320 [140] validation_0-mae:6192.12842 validation_1-mae:6489.80713 [141] validation_0-mae:6187.87012 validation_1-mae:6487.91895 [142] validation_0-mae:6182.85400 validation_1-mae:6483.98047 [143] validation_0-mae:6177.11523 validation_1-mae:6479.68945 [144] validation_0-mae:6173.47705 validation_1-mae:6478.88867 [145] validation_0-mae:6171.25879 validation_1-mae:6477.48779 [146] validation_0-mae:6169.37500 validation_1-mae:6476.70996 [147] validation_0-mae:6163.16357 validation_1-mae:6471.90332 [148] validation_0-mae:6158.18750 validation_1-mae:6469.97656 [149] validation_0-mae:6153.46484 validation_1-mae:6468.88818 [150] validation_0-mae:6149.71582 validation_1-mae:6467.77881 [151] validation_0-mae:6144.93457 validation_1-mae:6464.22510 [152] validation_0-mae:6140.60986 validation_1-mae:6462.35840 [153] validation_0-mae:6137.84375 validation_1-mae:6461.05762 [154] validation_0-mae:6133.39990 validation_1-mae:6458.08691 [155] validation_0-mae:6129.40625 validation_1-mae:6456.81934 [156] validation_0-mae:6125.04004 validation_1-mae:6455.58838 [157] validation_0-mae:6119.70361 validation_1-mae:6452.48145 [158] validation_0-mae:6114.27441 validation_1-mae:6450.41162 [159] validation_0-mae:6109.25537 validation_1-mae:6446.72852 [160] validation_0-mae:6107.06250 validation_1-mae:6445.81982 [161] validation_0-mae:6103.31397 validation_1-mae:6444.12793 [162] validation_0-mae:6097.13184 validation_1-mae:6443.40576 [163] validation_0-mae:6094.86377 validation_1-mae:6442.45020 [164] validation_0-mae:6090.86035 validation_1-mae:6439.63184 [165] validation_0-mae:6088.07129 validation_1-mae:6438.11133 [166] validation_0-mae:6079.93213 validation_1-mae:6433.30127 [167] validation_0-mae:6076.38428 validation_1-mae:6431.16162 [168] validation_0-mae:6073.15967 validation_1-mae:6429.16260 [169] validation_0-mae:6070.64551 validation_1-mae:6428.01562 [170] validation_0-mae:6070.16260 validation_1-mae:6428.24805 [171] validation_0-mae:6065.86377 validation_1-mae:6427.10889 [172] validation_0-mae:6064.03320 validation_1-mae:6425.66455 [173] validation_0-mae:6058.52148 validation_1-mae:6423.25293 [174] validation_0-mae:6054.42920 validation_1-mae:6421.66797 [175] validation_0-mae:6048.26807 validation_1-mae:6417.24951 [176] validation_0-mae:6043.67676 validation_1-mae:6416.37158 [177] validation_0-mae:6037.95752 validation_1-mae:6413.24951 [178] validation_0-mae:6029.84912 validation_1-mae:6408.61230 [179] validation_0-mae:6021.72412 validation_1-mae:6403.29932 [180] validation_0-mae:6020.35742 validation_1-mae:6402.64795 [181] validation_0-mae:6016.40234 validation_1-mae:6400.59522 [182] validation_0-mae:6014.02344 validation_1-mae:6399.65186 [183] validation_0-mae:6010.78418 validation_1-mae:6397.93408 [184] validation_0-mae:6006.90723 validation_1-mae:6395.62500 [185] validation_0-mae:6002.89014 validation_1-mae:6393.47510 [186] validation_0-mae:6000.18994 validation_1-mae:6392.58154 [187] validation_0-mae:5997.75586 validation_1-mae:6391.93262 [188] validation_0-mae:5994.11279 validation_1-mae:6391.35889 [189] validation_0-mae:5991.67969 validation_1-mae:6391.16846 [190] validation_0-mae:5988.69141 validation_1-mae:6388.88965 [191] validation_0-mae:5986.17236 validation_1-mae:6387.78320 [192] validation_0-mae:5984.51709 validation_1-mae:6387.37353 [193] validation_0-mae:5982.61230 validation_1-mae:6386.44482 [194] validation_0-mae:5979.74707 validation_1-mae:6385.56689 [195] validation_0-mae:5975.64014 validation_1-mae:6385.18115 [196] validation_0-mae:5971.76465 validation_1-mae:6382.74951 [197] validation_0-mae:5969.12353 validation_1-mae:6380.87158 [198] validation_0-mae:5965.14600 validation_1-mae:6378.70654 [199] validation_0-mae:5964.09473 validation_1-mae:6378.52197 [200] validation_0-mae:5961.58105 validation_1-mae:6378.38037 [201] validation_0-mae:5958.44775 validation_1-mae:6376.65820 [202] validation_0-mae:5956.36279 validation_1-mae:6376.40332 [203] validation_0-mae:5950.85059 validation_1-mae:6371.51416 [204] validation_0-mae:5948.11670 validation_1-mae:6371.10791 [205] validation_0-mae:5945.97754 validation_1-mae:6370.49414 [206] validation_0-mae:5943.47363 validation_1-mae:6369.94385 [207] validation_0-mae:5940.16211 validation_1-mae:6368.42725 [208] validation_0-mae:5933.18506 validation_1-mae:6364.40820 [209] validation_0-mae:5932.67822 validation_1-mae:6364.42383 [210] validation_0-mae:5929.75732 validation_1-mae:6363.15723 [211] validation_0-mae:5926.96387 validation_1-mae:6361.29346 [212] validation_0-mae:5924.15088 validation_1-mae:6360.56738 [213] validation_0-mae:5920.01367 validation_1-mae:6357.29980 [214] validation_0-mae:5917.11133 validation_1-mae:6356.07568 [215] validation_0-mae:5912.03906 validation_1-mae:6352.32324 [216] validation_0-mae:5908.09228 validation_1-mae:6349.90723 [217] validation_0-mae:5905.99853 validation_1-mae:6349.30566 [218] validation_0-mae:5903.98584 validation_1-mae:6348.55371 [219] validation_0-mae:5901.87598 validation_1-mae:6347.57080 [220] validation_0-mae:5898.21094 validation_1-mae:6345.35010 [221] validation_0-mae:5896.44385 validation_1-mae:6344.98438 [222] validation_0-mae:5892.38525 validation_1-mae:6343.80273 [223] validation_0-mae:5889.47949 validation_1-mae:6343.59961 [224] validation_0-mae:5888.19092 validation_1-mae:6343.69287 [225] validation_0-mae:5887.03369 validation_1-mae:6343.63184 [226] validation_0-mae:5884.46338 validation_1-mae:6343.66309 [227] validation_0-mae:5881.84228 validation_1-mae:6342.96143 [228] validation_0-mae:5878.73779 validation_1-mae:6342.46631 [229] validation_0-mae:5876.14746 validation_1-mae:6341.72070 [230] validation_0-mae:5870.83496 validation_1-mae:6338.82275 [231] validation_0-mae:5866.74023 validation_1-mae:6337.56738 [232] validation_0-mae:5865.03662 validation_1-mae:6337.29199 [233] validation_0-mae:5860.60596 validation_1-mae:6335.25879 [234] validation_0-mae:5857.01416 validation_1-mae:6333.44336 [235] validation_0-mae:5854.62891 validation_1-mae:6332.98730 [236] validation_0-mae:5853.13525 validation_1-mae:6331.97412 [237] validation_0-mae:5851.51172 validation_1-mae:6331.52686 [238] validation_0-mae:5849.91016 validation_1-mae:6331.90772 [239] validation_0-mae:5847.90723 validation_1-mae:6332.50000 [240] validation_0-mae:5845.59522 validation_1-mae:6330.95361 [241] validation_0-mae:5844.91846 validation_1-mae:6330.83838 [242] validation_0-mae:5843.16406 validation_1-mae:6330.88232 [243] validation_0-mae:5842.23291 validation_1-mae:6330.64160 [244] validation_0-mae:5838.09375 validation_1-mae:6329.23047 [245] validation_0-mae:5833.92480 validation_1-mae:6328.32617 [246] validation_0-mae:5832.05762 validation_1-mae:6327.93506 [247] validation_0-mae:5829.47949 validation_1-mae:6327.82910 [248] validation_0-mae:5825.29688 validation_1-mae:6326.32666 [249] validation_0-mae:5822.17725 validation_1-mae:6326.24414 [250] validation_0-mae:5818.15234 validation_1-mae:6322.63965 [251] validation_0-mae:5808.49365 validation_1-mae:6316.81982 [252] validation_0-mae:5804.14355 validation_1-mae:6316.08740 [253] validation_0-mae:5802.56641 validation_1-mae:6315.85596 [254] validation_0-mae:5800.97900 validation_1-mae:6315.58838 [255] validation_0-mae:5798.94238 validation_1-mae:6315.02588 [256] validation_0-mae:5796.90137 validation_1-mae:6314.58691 [257] validation_0-mae:5794.65332 validation_1-mae:6313.95801 [258] validation_0-mae:5791.54492 validation_1-mae:6313.08008 [259] validation_0-mae:5787.72803 validation_1-mae:6312.47949 [260] validation_0-mae:5785.68945 validation_1-mae:6311.66309 [261] validation_0-mae:5783.44189 validation_1-mae:6310.46045 [262] validation_0-mae:5778.79053 validation_1-mae:6308.00342 [263] validation_0-mae:5777.82275 validation_1-mae:6307.64014 [264] validation_0-mae:5775.28369 validation_1-mae:6306.65137 [265] validation_0-mae:5772.02832 validation_1-mae:6304.38818 [266] validation_0-mae:5767.80029 validation_1-mae:6301.50244 [267] validation_0-mae:5766.70947 validation_1-mae:6300.89648 [268] validation_0-mae:5764.70215 validation_1-mae:6301.07764 [269] validation_0-mae:5762.66260 validation_1-mae:6299.54932 [270] validation_0-mae:5760.50684 validation_1-mae:6299.61963 [271] validation_0-mae:5757.56885 validation_1-mae:6298.86816 [272] validation_0-mae:5755.61572 validation_1-mae:6297.64648 [273] validation_0-mae:5754.86963 validation_1-mae:6297.07959 [274] validation_0-mae:5753.21436 validation_1-mae:6296.97314 [275] validation_0-mae:5751.22314 validation_1-mae:6296.65918 [276] validation_0-mae:5744.79492 validation_1-mae:6293.32227 [277] validation_0-mae:5742.82324 validation_1-mae:6293.73975 [278] validation_0-mae:5740.02002 validation_1-mae:6293.34619 [279] validation_0-mae:5738.20947 validation_1-mae:6292.57617 [280] validation_0-mae:5734.95654 validation_1-mae:6291.09424 [281] validation_0-mae:5731.16113 validation_1-mae:6288.52100 [282] validation_0-mae:5729.20996 validation_1-mae:6287.60107 [283] validation_0-mae:5723.65234 validation_1-mae:6284.04590 [284] validation_0-mae:5720.03564 validation_1-mae:6284.46045 [285] validation_0-mae:5716.96338 validation_1-mae:6283.56982 [286] validation_0-mae:5715.59766 validation_1-mae:6282.82227 [287] validation_0-mae:5714.93408 validation_1-mae:6282.77100 [288] validation_0-mae:5712.92920 validation_1-mae:6281.15088 [289] validation_0-mae:5709.68262 validation_1-mae:6279.41602 [290] validation_0-mae:5706.13428 validation_1-mae:6277.03125 [291] validation_0-mae:5705.20166 validation_1-mae:6276.18311 [292] validation_0-mae:5703.94922 validation_1-mae:6276.22900 [293] validation_0-mae:5701.00439 validation_1-mae:6275.11279 [294] validation_0-mae:5698.87647 validation_1-mae:6275.03223 [295] validation_0-mae:5696.31738 validation_1-mae:6273.62744 [296] validation_0-mae:5690.19922 validation_1-mae:6272.41113 [297] validation_0-mae:5687.74316 validation_1-mae:6272.30762 [298] validation_0-mae:5680.97070 validation_1-mae:6268.95068 [299] validation_0-mae:5676.64307 validation_1-mae:6266.48047 [300] validation_0-mae:5674.01953 validation_1-mae:6265.51270 [301] validation_0-mae:5670.95264 validation_1-mae:6264.77930 [302] validation_0-mae:5668.55029 validation_1-mae:6265.66504 [303] validation_0-mae:5666.58398 validation_1-mae:6264.74219 [304] validation_0-mae:5659.30566 validation_1-mae:6261.47998 [305] validation_0-mae:5654.38037 validation_1-mae:6259.11865 [306] validation_0-mae:5650.44141 validation_1-mae:6257.08691 [307] validation_0-mae:5647.02100 validation_1-mae:6257.14502 [308] validation_0-mae:5642.72754 validation_1-mae:6254.26367 [309] validation_0-mae:5638.28223 validation_1-mae:6250.39600 [310] validation_0-mae:5635.46973 validation_1-mae:6248.92480 [311] validation_0-mae:5632.97559 validation_1-mae:6247.38623 [312] validation_0-mae:5629.08887 validation_1-mae:6246.02783 [313] validation_0-mae:5626.90527 validation_1-mae:6245.14062 [314] validation_0-mae:5625.37158 validation_1-mae:6244.64111 [315] validation_0-mae:5624.05518 validation_1-mae:6244.80957 [316] validation_0-mae:5623.74853 validation_1-mae:6244.74707 [317] validation_0-mae:5622.06103 validation_1-mae:6243.99316 [318] validation_0-mae:5619.52002 validation_1-mae:6242.98193 [319] validation_0-mae:5617.33594 validation_1-mae:6242.31250 [320] validation_0-mae:5615.07422 validation_1-mae:6240.81787 [321] validation_0-mae:5612.18750 validation_1-mae:6240.43652 [322] validation_0-mae:5610.45068 validation_1-mae:6240.17090 [323] validation_0-mae:5608.24023 validation_1-mae:6239.90186 [324] validation_0-mae:5606.77002 validation_1-mae:6239.25098 [325] validation_0-mae:5605.04785 validation_1-mae:6238.21728 [326] validation_0-mae:5603.28906 validation_1-mae:6237.28272 [327] validation_0-mae:5600.50830 validation_1-mae:6236.02783 [328] validation_0-mae:5598.30176 validation_1-mae:6235.84522 [329] validation_0-mae:5595.71875 validation_1-mae:6234.06494 [330] validation_0-mae:5595.27441 validation_1-mae:6233.81348 [331] validation_0-mae:5593.41309 validation_1-mae:6233.24658 [332] validation_0-mae:5591.71094 validation_1-mae:6232.35352 [333] validation_0-mae:5590.13525 validation_1-mae:6232.24609 [334] validation_0-mae:5589.20068 validation_1-mae:6231.67578 [335] validation_0-mae:5588.04639 validation_1-mae:6230.88525 [336] validation_0-mae:5586.58447 validation_1-mae:6230.04736 [337] validation_0-mae:5583.85791 validation_1-mae:6228.34082 [338] validation_0-mae:5579.41211 validation_1-mae:6226.56201 [339] validation_0-mae:5577.83594 validation_1-mae:6226.49268 [340] validation_0-mae:5575.77588 validation_1-mae:6225.82812 [341] validation_0-mae:5573.98047 validation_1-mae:6225.68164 [342] validation_0-mae:5570.99121 validation_1-mae:6224.64160 [343] validation_0-mae:5567.98877 validation_1-mae:6223.38428 [344] validation_0-mae:5566.31494 validation_1-mae:6223.01123 [345] validation_0-mae:5563.68897 validation_1-mae:6222.22852 [346] validation_0-mae:5560.15039 validation_1-mae:6220.14551 [347] validation_0-mae:5557.76074 validation_1-mae:6219.09375 [348] validation_0-mae:5556.31641 validation_1-mae:6218.51904 [349] validation_0-mae:5554.16553 validation_1-mae:6218.15332 [350] validation_0-mae:5553.27002 validation_1-mae:6218.04199 [351] validation_0-mae:5551.83301 validation_1-mae:6217.92383 [352] validation_0-mae:5549.34473 validation_1-mae:6217.91504 [353] validation_0-mae:5548.86279 validation_1-mae:6217.69873 [354] validation_0-mae:5546.50586 validation_1-mae:6216.77002 [355] validation_0-mae:5544.23145 validation_1-mae:6215.17578 [356] validation_0-mae:5542.72852 validation_1-mae:6214.41260 [357] validation_0-mae:5540.14209 validation_1-mae:6214.15820 [358] validation_0-mae:5536.40967 validation_1-mae:6212.12744 [359] validation_0-mae:5531.17090 validation_1-mae:6207.27734 [360] validation_0-mae:5529.89258 validation_1-mae:6206.62793 [361] validation_0-mae:5528.02393 validation_1-mae:6206.09424 [362] validation_0-mae:5525.94238 validation_1-mae:6205.89404 [363] validation_0-mae:5523.90918 validation_1-mae:6205.52832 [364] validation_0-mae:5522.16309 validation_1-mae:6204.49951 [365] validation_0-mae:5520.74609 validation_1-mae:6204.16064 [366] validation_0-mae:5520.08936 validation_1-mae:6203.99658 [367] validation_0-mae:5519.47900 validation_1-mae:6204.09228 [368] validation_0-mae:5517.12353 validation_1-mae:6202.94092 [369] validation_0-mae:5515.67383 validation_1-mae:6202.17822 [370] validation_0-mae:5514.12158 validation_1-mae:6201.32715 [371] validation_0-mae:5512.77588 validation_1-mae:6200.51465 [372] validation_0-mae:5508.58398 validation_1-mae:6198.07715 [373] validation_0-mae:5507.12256 validation_1-mae:6197.56397 [374] validation_0-mae:5505.12695 validation_1-mae:6197.52295 [375] validation_0-mae:5503.75635 validation_1-mae:6196.82227 [376] validation_0-mae:5502.05859 validation_1-mae:6196.70557 [377] validation_0-mae:5499.84570 validation_1-mae:6196.48438 [378] validation_0-mae:5498.47900 validation_1-mae:6195.65478 [379] validation_0-mae:5497.39258 validation_1-mae:6195.79004 [380] validation_0-mae:5495.61230 validation_1-mae:6195.49268 [381] validation_0-mae:5495.20654 validation_1-mae:6195.27734 [382] validation_0-mae:5493.20557 validation_1-mae:6194.31006 [383] validation_0-mae:5490.82812 validation_1-mae:6193.02002 [384] validation_0-mae:5488.22803 validation_1-mae:6191.53662 [385] validation_0-mae:5484.69238 validation_1-mae:6189.36328 [386] validation_0-mae:5482.51904 validation_1-mae:6188.37061 [387] validation_0-mae:5481.01758 validation_1-mae:6188.17725 [388] validation_0-mae:5480.05273 validation_1-mae:6188.24170 [389] validation_0-mae:5478.50439 validation_1-mae:6187.87109 [390] validation_0-mae:5473.85254 validation_1-mae:6186.17627 [391] validation_0-mae:5471.21484 validation_1-mae:6185.49853 [392] validation_0-mae:5468.98438 validation_1-mae:6185.67725 [393] validation_0-mae:5468.59375 validation_1-mae:6185.60352 [394] validation_0-mae:5467.08936 validation_1-mae:6185.73193 [395] validation_0-mae:5463.22070 validation_1-mae:6183.52930 [396] validation_0-mae:5458.84424 validation_1-mae:6180.37500 [397] validation_0-mae:5456.92041 validation_1-mae:6178.86719 [398] validation_0-mae:5454.18506 validation_1-mae:6178.92920 [399] validation_0-mae:5452.60693 validation_1-mae:6179.16162 [400] validation_0-mae:5451.00293 validation_1-mae:6178.13672 [401] validation_0-mae:5449.55176 validation_1-mae:6178.03418 [402] validation_0-mae:5448.68701 validation_1-mae:6177.80322 [403] validation_0-mae:5446.90820 validation_1-mae:6178.79199 [404] validation_0-mae:5446.38867 validation_1-mae:6178.84326 [405] validation_0-mae:5443.82520 validation_1-mae:6177.50098 [406] validation_0-mae:5440.93848 validation_1-mae:6177.56348 [407] validation_0-mae:5438.97168 validation_1-mae:6178.23145 [408] validation_0-mae:5437.52051 validation_1-mae:6178.44482 [409] validation_0-mae:5435.20410 validation_1-mae:6177.29785 [410] validation_0-mae:5431.80811 validation_1-mae:6175.69189 [411] validation_0-mae:5430.43750 validation_1-mae:6175.42529 [412] validation_0-mae:5427.66504 validation_1-mae:6173.52295 [413] validation_0-mae:5426.31934 validation_1-mae:6173.30029 [414] validation_0-mae:5424.26123 validation_1-mae:6172.42480 [415] validation_0-mae:5422.42920 validation_1-mae:6171.46191 [416] validation_0-mae:5420.03906 validation_1-mae:6169.97070 [417] validation_0-mae:5418.91602 validation_1-mae:6169.85645 [418] validation_0-mae:5417.35938 validation_1-mae:6169.01367 [419] validation_0-mae:5416.04004 validation_1-mae:6168.70117 [420] validation_0-mae:5414.12305 validation_1-mae:6167.64746 [421] validation_0-mae:5413.53760 validation_1-mae:6167.69727 [422] validation_0-mae:5410.29248 validation_1-mae:6167.07617 [423] validation_0-mae:5408.26172 validation_1-mae:6166.82227 [424] validation_0-mae:5406.19824 validation_1-mae:6166.06641 [425] validation_0-mae:5405.76221 validation_1-mae:6165.98633 [426] validation_0-mae:5404.73877 validation_1-mae:6165.64307 [427] validation_0-mae:5403.33154 validation_1-mae:6165.10742 [428] validation_0-mae:5400.95752 validation_1-mae:6164.40283 [429] validation_0-mae:5399.42480 validation_1-mae:6164.76562 [430] validation_0-mae:5398.50244 validation_1-mae:6164.75098 [431] validation_0-mae:5396.99463 validation_1-mae:6164.68701 [432] validation_0-mae:5394.30322 validation_1-mae:6163.36670 [433] validation_0-mae:5391.36768 validation_1-mae:6162.32715 [434] validation_0-mae:5389.91162 validation_1-mae:6162.01465 [435] validation_0-mae:5388.19873 validation_1-mae:6162.22314 [436] validation_0-mae:5385.84717 validation_1-mae:6161.75928 [437] validation_0-mae:5384.40234 validation_1-mae:6160.99609 [438] validation_0-mae:5382.44727 validation_1-mae:6160.33984 [439] validation_0-mae:5380.31787 validation_1-mae:6160.25537 [440] validation_0-mae:5378.97461 validation_1-mae:6159.71582 [441] validation_0-mae:5377.01562 validation_1-mae:6158.97607 [442] validation_0-mae:5375.24512 validation_1-mae:6159.26758 [443] validation_0-mae:5372.33008 validation_1-mae:6157.78906 [444] validation_0-mae:5370.83398 validation_1-mae:6157.08838 [445] validation_0-mae:5369.94141 validation_1-mae:6156.91309 [446] validation_0-mae:5367.49512 validation_1-mae:6155.24561 [447] validation_0-mae:5365.62061 validation_1-mae:6154.31982 [448] validation_0-mae:5364.79541 validation_1-mae:6154.10742 [449] validation_0-mae:5364.11035 validation_1-mae:6153.71094 [450] validation_0-mae:5362.48047 validation_1-mae:6154.18311 [451] validation_0-mae:5360.28320 validation_1-mae:6152.65869 [452] validation_0-mae:5358.84814 validation_1-mae:6153.23193 [453] validation_0-mae:5357.20166 validation_1-mae:6152.98242 [454] validation_0-mae:5354.03809 validation_1-mae:6151.78955 [455] validation_0-mae:5352.10449 validation_1-mae:6151.43164 [456] validation_0-mae:5349.64111 validation_1-mae:6151.48096 [457] validation_0-mae:5346.90088 validation_1-mae:6150.51611 [458] validation_0-mae:5344.72119 validation_1-mae:6149.24512 [459] validation_0-mae:5341.46436 validation_1-mae:6148.95068 [460] validation_0-mae:5340.04541 validation_1-mae:6149.08398 [461] validation_0-mae:5338.40820 validation_1-mae:6149.35547 [462] validation_0-mae:5334.40674 validation_1-mae:6148.33350 [463] validation_0-mae:5331.63623 validation_1-mae:6147.15039 [464] validation_0-mae:5329.53320 validation_1-mae:6147.20703 [465] validation_0-mae:5328.18457 validation_1-mae:6146.89111 [466] validation_0-mae:5328.01562 validation_1-mae:6146.90772 [467] validation_0-mae:5326.43652 validation_1-mae:6146.43945 [468] validation_0-mae:5325.53955 validation_1-mae:6145.69287 [469] validation_0-mae:5323.80664 validation_1-mae:6145.73975 [470] validation_0-mae:5322.62158 validation_1-mae:6145.25293 [471] validation_0-mae:5321.04736 validation_1-mae:6144.62109 [472] validation_0-mae:5319.20508 validation_1-mae:6144.98877 [473] validation_0-mae:5318.14893 validation_1-mae:6144.73779 [474] validation_0-mae:5315.98633 validation_1-mae:6144.65478 [475] validation_0-mae:5313.52881 validation_1-mae:6144.28613 [476] validation_0-mae:5312.68018 validation_1-mae:6144.43359 [477] validation_0-mae:5312.16992 validation_1-mae:6143.95752 [478] validation_0-mae:5310.42920 validation_1-mae:6143.38867 [479] validation_0-mae:5307.88428 validation_1-mae:6142.78955 [480] validation_0-mae:5305.26367 validation_1-mae:6142.87549 [481] validation_0-mae:5301.78223 validation_1-mae:6142.16504 [482] validation_0-mae:5298.60693 validation_1-mae:6140.86670 [483] validation_0-mae:5296.14355 validation_1-mae:6139.66504 [484] validation_0-mae:5293.89404 validation_1-mae:6139.25293 [485] validation_0-mae:5292.17236 validation_1-mae:6138.56787 [486] validation_0-mae:5290.44971 validation_1-mae:6138.64893 [487] validation_0-mae:5289.54102 validation_1-mae:6138.38965 [488] validation_0-mae:5289.11816 validation_1-mae:6138.50586 [489] validation_0-mae:5288.11719 validation_1-mae:6138.38525 [490] validation_0-mae:5284.80322 validation_1-mae:6136.88721 [491] validation_0-mae:5281.45459 validation_1-mae:6135.75391 [492] validation_0-mae:5280.65723 validation_1-mae:6135.32178 [493] validation_0-mae:5277.53320 validation_1-mae:6133.59473 [494] validation_0-mae:5274.93994 validation_1-mae:6132.72168 [495] validation_0-mae:5273.36133 validation_1-mae:6131.72559 [496] validation_0-mae:5273.14111 validation_1-mae:6131.81836 [497] validation_0-mae:5268.62353 validation_1-mae:6129.73096 [498] validation_0-mae:5267.34424 validation_1-mae:6129.73096 [499] validation_0-mae:5265.98682 validation_1-mae:6129.52197 [500] validation_0-mae:5264.81250 validation_1-mae:6129.57910 [501] validation_0-mae:5261.88721 validation_1-mae:6128.57324 [502] validation_0-mae:5260.19434 validation_1-mae:6128.55469 [503] validation_0-mae:5259.37061 validation_1-mae:6128.80762 [504] validation_0-mae:5257.81055 validation_1-mae:6128.53857 [505] validation_0-mae:5257.13721 validation_1-mae:6128.46240 [506] validation_0-mae:5255.90967 validation_1-mae:6127.69580 [507] validation_0-mae:5253.04004 validation_1-mae:6126.60059 [508] validation_0-mae:5250.59766 validation_1-mae:6126.37988 [509] validation_0-mae:5250.11670 validation_1-mae:6126.04541 [510] validation_0-mae:5249.81738 validation_1-mae:6125.86719 [511] validation_0-mae:5249.04688 validation_1-mae:6126.06445 [512] validation_0-mae:5248.63916 validation_1-mae:6126.05176 [513] validation_0-mae:5246.85449 validation_1-mae:6127.45215 [514] validation_0-mae:5245.85840 validation_1-mae:6127.74805 [515] validation_0-mae:5244.41260 validation_1-mae:6127.67236 [516] validation_0-mae:5242.15820 validation_1-mae:6127.06689 [517] validation_0-mae:5240.59961 validation_1-mae:6127.27246 [518] validation_0-mae:5236.93457 validation_1-mae:6126.03320 [519] validation_0-mae:5233.90967 validation_1-mae:6125.43262 [520] validation_0-mae:5232.68066 validation_1-mae:6125.17725 [521] validation_0-mae:5231.68506 validation_1-mae:6124.60840 [522] validation_0-mae:5228.98926 validation_1-mae:6122.66016 [523] validation_0-mae:5225.52295 validation_1-mae:6122.16016 [524] validation_0-mae:5224.72803 validation_1-mae:6122.46680 [525] validation_0-mae:5224.54639 validation_1-mae:6122.56543 [526] validation_0-mae:5221.64502 validation_1-mae:6121.16895 [527] validation_0-mae:5219.00537 validation_1-mae:6119.70020 [528] validation_0-mae:5217.63037 validation_1-mae:6119.73535 [529] validation_0-mae:5216.19482 validation_1-mae:6119.98877 [530] validation_0-mae:5214.44482 validation_1-mae:6119.57275 [531] validation_0-mae:5213.17773 validation_1-mae:6119.74072 [532] validation_0-mae:5212.54102 validation_1-mae:6119.78174 [533] validation_0-mae:5211.84228 validation_1-mae:6119.77783 [534] validation_0-mae:5209.80518 validation_1-mae:6119.09424 [535] validation_0-mae:5208.45996 validation_1-mae:6118.67041 [536] validation_0-mae:5206.40820 validation_1-mae:6117.98535 [537] validation_0-mae:5204.89160 validation_1-mae:6117.72803 [538] validation_0-mae:5202.98486 validation_1-mae:6116.82129 [539] validation_0-mae:5199.76416 validation_1-mae:6116.90869 [540] validation_0-mae:5199.03174 validation_1-mae:6116.99463 [541] validation_0-mae:5197.30762 validation_1-mae:6116.30273 [542] validation_0-mae:5195.13623 validation_1-mae:6115.67432 [543] validation_0-mae:5193.47803 validation_1-mae:6115.63330 [544] validation_0-mae:5191.38867 validation_1-mae:6115.53564 [545] validation_0-mae:5189.62793 validation_1-mae:6115.46777 [546] validation_0-mae:5186.33789 validation_1-mae:6114.17334 [547] validation_0-mae:5183.72022 validation_1-mae:6113.15723 [548] validation_0-mae:5178.27197 validation_1-mae:6111.52930 [549] validation_0-mae:5177.68994 validation_1-mae:6111.30518 [550] validation_0-mae:5175.92188 validation_1-mae:6110.60400 [551] validation_0-mae:5173.03369 validation_1-mae:6110.21680 [552] validation_0-mae:5172.27686 validation_1-mae:6110.65820 [553] validation_0-mae:5170.82031 validation_1-mae:6110.01465 [554] validation_0-mae:5169.85107 validation_1-mae:6110.29297 [555] validation_0-mae:5168.23926 validation_1-mae:6109.73730 [556] validation_0-mae:5166.97607 validation_1-mae:6109.66455 [557] validation_0-mae:5164.73145 validation_1-mae:6108.12402 [558] validation_0-mae:5163.45410 validation_1-mae:6107.77246 [559] validation_0-mae:5162.86865 validation_1-mae:6107.50537 [560] validation_0-mae:5161.91553 validation_1-mae:6107.70361 [561] validation_0-mae:5160.79492 validation_1-mae:6106.77734 [562] validation_0-mae:5160.69629 validation_1-mae:6106.78418 [563] validation_0-mae:5158.73340 validation_1-mae:6105.76318 [564] validation_0-mae:5157.53369 validation_1-mae:6105.83398 [565] validation_0-mae:5156.80664 validation_1-mae:6105.51904 [566] validation_0-mae:5153.83594 validation_1-mae:6105.93115 [567] validation_0-mae:5151.18701 validation_1-mae:6105.69873 [568] validation_0-mae:5150.49121 validation_1-mae:6105.40772 [569] validation_0-mae:5148.22949 validation_1-mae:6104.95215 [570] validation_0-mae:5145.79785 validation_1-mae:6104.18652 [571] validation_0-mae:5144.24902 validation_1-mae:6104.18799 [572] validation_0-mae:5141.03174 validation_1-mae:6101.87305 [573] validation_0-mae:5138.18115 validation_1-mae:6100.37500 [574] validation_0-mae:5136.53418 validation_1-mae:6100.50342 [575] validation_0-mae:5135.29492 validation_1-mae:6100.67725 [576] validation_0-mae:5133.49853 validation_1-mae:6100.48633 [577] validation_0-mae:5131.46289 validation_1-mae:6100.58252 [578] validation_0-mae:5130.52295 validation_1-mae:6100.67871 [579] validation_0-mae:5129.30420 validation_1-mae:6101.44092 [580] validation_0-mae:5127.01318 validation_1-mae:6100.65576 [581] validation_0-mae:5125.79785 validation_1-mae:6101.11279 [582] validation_0-mae:5124.88623 validation_1-mae:6101.04736 [583] validation_0-mae:5124.47314 validation_1-mae:6100.80273 [584] validation_0-mae:5123.45264 validation_1-mae:6101.02246 [585] validation_0-mae:5122.24414 validation_1-mae:6100.12695 [586] validation_0-mae:5120.22656 validation_1-mae:6099.97559 [587] validation_0-mae:5118.42383 validation_1-mae:6099.33643 [588] validation_0-mae:5114.30371 validation_1-mae:6097.50879 [589] validation_0-mae:5111.58545 validation_1-mae:6097.02588 [590] validation_0-mae:5109.37793 validation_1-mae:6096.64258 [591] validation_0-mae:5108.51270 validation_1-mae:6096.03467 [592] validation_0-mae:5106.65088 validation_1-mae:6095.68213 [593] validation_0-mae:5106.41504 validation_1-mae:6095.35059 [594] validation_0-mae:5104.81299 validation_1-mae:6094.62109 [595] validation_0-mae:5103.65234 validation_1-mae:6094.19189 [596] validation_0-mae:5103.18506 validation_1-mae:6094.15820 [597] validation_0-mae:5101.64111 validation_1-mae:6093.64258 [598] validation_0-mae:5100.90772 validation_1-mae:6093.44873 [599] validation_0-mae:5099.97022 validation_1-mae:6093.85107 [600] validation_0-mae:5099.57178 validation_1-mae:6093.99805 [601] validation_0-mae:5098.25000 validation_1-mae:6094.21973 [602] validation_0-mae:5096.89697 validation_1-mae:6093.86572 [603] validation_0-mae:5095.66846 validation_1-mae:6094.27978 [604] validation_0-mae:5094.40820 validation_1-mae:6093.87549 [605] validation_0-mae:5092.21387 validation_1-mae:6092.80127 [606] validation_0-mae:5090.07520 validation_1-mae:6091.58740 [607] validation_0-mae:5087.95752 validation_1-mae:6090.42383 [608] validation_0-mae:5085.62891 validation_1-mae:6090.23828 [609] validation_0-mae:5084.21631 validation_1-mae:6090.09814 [610] validation_0-mae:5082.29541 validation_1-mae:6089.40869 [611] validation_0-mae:5079.76367 validation_1-mae:6087.78418 [612] validation_0-mae:5077.95898 validation_1-mae:6087.17383 [613] validation_0-mae:5076.24707 validation_1-mae:6086.67480 [614] validation_0-mae:5075.41504 validation_1-mae:6087.27246 [615] validation_0-mae:5073.31250 validation_1-mae:6086.97803 [616] validation_0-mae:5071.90772 validation_1-mae:6086.89893 [617] validation_0-mae:5068.69580 validation_1-mae:6085.97168 [618] validation_0-mae:5067.71777 validation_1-mae:6085.63477 [619] validation_0-mae:5065.10938 validation_1-mae:6083.56689 [620] validation_0-mae:5063.67334 validation_1-mae:6082.60303 [621] validation_0-mae:5063.27783 validation_1-mae:6082.76221 [622] validation_0-mae:5061.89258 validation_1-mae:6082.48584 [623] validation_0-mae:5060.32275 validation_1-mae:6081.41699 [624] validation_0-mae:5059.76074 validation_1-mae:6081.68994 [625] validation_0-mae:5057.99756 validation_1-mae:6081.45312 [626] validation_0-mae:5057.75049 validation_1-mae:6081.41992 [627] validation_0-mae:5057.67139 validation_1-mae:6081.36768 [628] validation_0-mae:5055.76318 validation_1-mae:6080.68799 [629] validation_0-mae:5054.12109 validation_1-mae:6080.71924 [630] validation_0-mae:5052.05078 validation_1-mae:6079.19775 [631] validation_0-mae:5051.17334 validation_1-mae:6079.55176 [632] validation_0-mae:5049.14209 validation_1-mae:6079.08936 [633] validation_0-mae:5047.63184 validation_1-mae:6078.75342 [634] validation_0-mae:5045.70020 validation_1-mae:6078.50391 [635] validation_0-mae:5044.40967 validation_1-mae:6077.97949 [636] validation_0-mae:5043.34863 validation_1-mae:6078.20557 [637] validation_0-mae:5042.92725 validation_1-mae:6077.94189 [638] validation_0-mae:5041.00293 validation_1-mae:6077.18457 [639] validation_0-mae:5040.31494 validation_1-mae:6077.19482 [640] validation_0-mae:5037.26025 validation_1-mae:6075.95996 [641] validation_0-mae:5036.05127 validation_1-mae:6076.08984 [642] validation_0-mae:5033.91211 validation_1-mae:6075.39404 [643] validation_0-mae:5032.82227 validation_1-mae:6074.37647 [644] validation_0-mae:5031.65039 validation_1-mae:6074.13037 [645] validation_0-mae:5029.71680 validation_1-mae:6073.54932 [646] validation_0-mae:5028.58643 validation_1-mae:6073.85547 [647] validation_0-mae:5026.73779 validation_1-mae:6073.75244 [648] validation_0-mae:5024.85449 validation_1-mae:6072.88818 [649] validation_0-mae:5023.18457 validation_1-mae:6072.30176 [650] validation_0-mae:5022.60547 validation_1-mae:6072.19434 [651] validation_0-mae:5020.59131 validation_1-mae:6071.60986 [652] validation_0-mae:5019.67627 validation_1-mae:6070.79980 [653] validation_0-mae:5017.56201 validation_1-mae:6070.10156 [654] validation_0-mae:5016.03027 validation_1-mae:6070.37061 [655] validation_0-mae:5014.51318 validation_1-mae:6070.19336 [656] validation_0-mae:5014.16260 validation_1-mae:6070.11914 [657] validation_0-mae:5013.08496 validation_1-mae:6069.71191 [658] validation_0-mae:5011.05469 validation_1-mae:6069.16943 [659] validation_0-mae:5009.11670 validation_1-mae:6069.09619 [660] validation_0-mae:5007.58838 validation_1-mae:6068.72656 [661] validation_0-mae:5005.99268 validation_1-mae:6068.84766 [662] validation_0-mae:5004.58789 validation_1-mae:6068.46143 [663] validation_0-mae:5004.01562 validation_1-mae:6068.16602 [664] validation_0-mae:5003.18115 validation_1-mae:6067.77148 [665] validation_0-mae:5001.58838 validation_1-mae:6067.72070 [666] validation_0-mae:5000.57031 validation_1-mae:6068.15869 [667] validation_0-mae:4998.75879 validation_1-mae:6067.18359 [668] validation_0-mae:4998.38525 validation_1-mae:6066.81445 [669] validation_0-mae:4996.20361 validation_1-mae:6066.04541 [670] validation_0-mae:4994.64111 validation_1-mae:6065.95703 [671] validation_0-mae:4993.36182 validation_1-mae:6065.70020 [672] validation_0-mae:4991.27539 validation_1-mae:6065.12451 [673] validation_0-mae:4989.11963 validation_1-mae:6064.91113 [674] validation_0-mae:4988.62695 validation_1-mae:6064.97412 [675] validation_0-mae:4986.73535 validation_1-mae:6064.71680 [676] validation_0-mae:4986.67920 validation_1-mae:6064.80859 [677] validation_0-mae:4985.14941 validation_1-mae:6064.66602 [678] validation_0-mae:4983.73730 validation_1-mae:6064.50635 [679] validation_0-mae:4980.55176 validation_1-mae:6064.11963 [680] validation_0-mae:4979.03272 validation_1-mae:6064.62012 [681] validation_0-mae:4976.45264 validation_1-mae:6063.84131 [682] validation_0-mae:4973.85889 validation_1-mae:6062.52881 [683] validation_0-mae:4971.48486 validation_1-mae:6061.44287 [684] validation_0-mae:4969.55811 validation_1-mae:6061.07471 [685] validation_0-mae:4967.88574 validation_1-mae:6060.20020 [686] validation_0-mae:4966.94043 validation_1-mae:6060.05420 [687] validation_0-mae:4966.15967 validation_1-mae:6060.02344 [688] validation_0-mae:4965.04248 validation_1-mae:6059.40576 [689] validation_0-mae:4962.96191 validation_1-mae:6059.60156 [690] validation_0-mae:4962.10303 validation_1-mae:6058.91162 [691] validation_0-mae:4958.15332 validation_1-mae:6057.28027 [692] validation_0-mae:4956.89697 validation_1-mae:6056.93311 [693] validation_0-mae:4955.17285 validation_1-mae:6057.09522 [694] validation_0-mae:4953.16943 validation_1-mae:6056.81103 [695] validation_0-mae:4952.62207 validation_1-mae:6056.35938 [696] validation_0-mae:4951.44629 validation_1-mae:6056.53076 [697] validation_0-mae:4948.33643 validation_1-mae:6056.80273 [698] validation_0-mae:4948.07129 validation_1-mae:6056.74805 [699] validation_0-mae:4946.77539 validation_1-mae:6056.52930 [700] validation_0-mae:4944.82861 validation_1-mae:6055.43750 [701] validation_0-mae:4943.19336 validation_1-mae:6054.80176 [702] validation_0-mae:4941.36230 validation_1-mae:6054.38379 [703] validation_0-mae:4939.94482 validation_1-mae:6054.44189 [704] validation_0-mae:4938.81445 validation_1-mae:6054.54492 [705] validation_0-mae:4937.97363 validation_1-mae:6054.69922 [706] validation_0-mae:4936.64746 validation_1-mae:6054.17139 [707] validation_0-mae:4933.74902 validation_1-mae:6052.79492 [708] validation_0-mae:4931.69434 validation_1-mae:6051.57227 [709] validation_0-mae:4929.71728 validation_1-mae:6051.32129 [710] validation_0-mae:4928.57422 validation_1-mae:6051.34228 [711] validation_0-mae:4927.29785 validation_1-mae:6050.83740 [712] validation_0-mae:4926.46728 validation_1-mae:6050.42188 [713] validation_0-mae:4925.87744 validation_1-mae:6050.71045 [714] validation_0-mae:4924.56787 validation_1-mae:6050.31055 [715] validation_0-mae:4923.51416 validation_1-mae:6050.09619 [716] validation_0-mae:4921.48828 validation_1-mae:6049.50928 [717] validation_0-mae:4920.25439 validation_1-mae:6049.53760 [718] validation_0-mae:4919.40869 validation_1-mae:6049.33838 [719] validation_0-mae:4917.88721 validation_1-mae:6049.65723 [720] validation_0-mae:4916.18359 validation_1-mae:6049.59814 [721] validation_0-mae:4915.49365 validation_1-mae:6049.74316 [722] validation_0-mae:4914.67139 validation_1-mae:6049.82275 [723] validation_0-mae:4913.02539 validation_1-mae:6049.39697 [724] validation_0-mae:4912.23779 validation_1-mae:6049.01221 [725] validation_0-mae:4911.17090 validation_1-mae:6048.21191 [726] validation_0-mae:4910.13330 validation_1-mae:6048.44922 [727] validation_0-mae:4908.99121 validation_1-mae:6047.78564 [728] validation_0-mae:4907.34473 validation_1-mae:6047.33594 [729] validation_0-mae:4906.24756 validation_1-mae:6047.89307 [730] validation_0-mae:4905.41309 validation_1-mae:6047.53760 [731] validation_0-mae:4904.42822 validation_1-mae:6047.85498 [732] validation_0-mae:4902.20605 validation_1-mae:6047.04980 [733] validation_0-mae:4900.41504 validation_1-mae:6046.77490 [734] validation_0-mae:4898.53809 validation_1-mae:6046.72949 [735] validation_0-mae:4897.28223 validation_1-mae:6047.67676 [736] validation_0-mae:4895.95264 validation_1-mae:6047.16846 [737] validation_0-mae:4895.88672 validation_1-mae:6047.16357 [738] validation_0-mae:4894.56006 validation_1-mae:6047.16455 [739] validation_0-mae:4891.78564 validation_1-mae:6046.90527 [740] validation_0-mae:4890.02246 validation_1-mae:6046.67285 [741] validation_0-mae:4889.07715 validation_1-mae:6046.66748 [742] validation_0-mae:4888.17334 validation_1-mae:6046.70508 [743] validation_0-mae:4887.79639 validation_1-mae:6046.65625 [744] validation_0-mae:4887.19238 validation_1-mae:6047.02393 [745] validation_0-mae:4885.06836 validation_1-mae:6046.34961 [746] validation_0-mae:4883.87451 validation_1-mae:6045.90088 [747] validation_0-mae:4882.06689 validation_1-mae:6044.99072 [748] validation_0-mae:4880.04932 validation_1-mae:6045.29199 [749] validation_0-mae:4878.22803 validation_1-mae:6045.45166 [750] validation_0-mae:4874.96973 validation_1-mae:6043.85889 [751] validation_0-mae:4873.57324 validation_1-mae:6044.03662 [752] validation_0-mae:4872.48145 validation_1-mae:6043.50635 [753] validation_0-mae:4870.02930 validation_1-mae:6042.64795 [754] validation_0-mae:4868.54492 validation_1-mae:6041.81836 [755] validation_0-mae:4867.39844 validation_1-mae:6041.55859 [756] validation_0-mae:4866.03369 validation_1-mae:6040.76465 [757] validation_0-mae:4864.03906 validation_1-mae:6039.90918 [758] validation_0-mae:4862.38428 validation_1-mae:6039.34180 [759] validation_0-mae:4860.18897 validation_1-mae:6038.36377 [760] validation_0-mae:4858.40918 validation_1-mae:6038.70703 [761] validation_0-mae:4856.65332 validation_1-mae:6037.31006 [762] validation_0-mae:4855.54443 validation_1-mae:6037.47314 [763] validation_0-mae:4851.22412 validation_1-mae:6036.38623 [764] validation_0-mae:4850.38135 validation_1-mae:6035.86279 [765] validation_0-mae:4848.81103 validation_1-mae:6035.88184 [766] validation_0-mae:4847.06152 validation_1-mae:6035.83545 [767] validation_0-mae:4846.09863 validation_1-mae:6035.93652 [768] validation_0-mae:4845.47070 validation_1-mae:6035.84814 [769] validation_0-mae:4843.91748 validation_1-mae:6036.14600 [770] validation_0-mae:4842.99853 validation_1-mae:6035.64600 [771] validation_0-mae:4842.30566 validation_1-mae:6035.40869 [772] validation_0-mae:4840.98291 validation_1-mae:6035.63184 [773] validation_0-mae:4840.09228 validation_1-mae:6035.67871 [774] validation_0-mae:4837.46338 validation_1-mae:6034.77686 [775] validation_0-mae:4835.88086 validation_1-mae:6034.59228 [776] validation_0-mae:4834.54297 validation_1-mae:6035.04980 [777] validation_0-mae:4833.63379 validation_1-mae:6034.60986 [778] validation_0-mae:4832.02344 validation_1-mae:6034.58008 [779] validation_0-mae:4831.62988 validation_1-mae:6034.29248 [780] validation_0-mae:4830.06152 validation_1-mae:6034.24805 [781] validation_0-mae:4828.73730 validation_1-mae:6033.63379 [782] validation_0-mae:4826.06299 validation_1-mae:6032.64258 [783] validation_0-mae:4823.83594 validation_1-mae:6032.63428 [784] validation_0-mae:4822.29395 validation_1-mae:6032.78027 [785] validation_0-mae:4820.85742 validation_1-mae:6032.77148 [786] validation_0-mae:4819.71094 validation_1-mae:6033.20264 [787] validation_0-mae:4817.95752 validation_1-mae:6033.30566 [788] validation_0-mae:4815.92822 validation_1-mae:6032.32910 [789] validation_0-mae:4814.04639 validation_1-mae:6032.18799 [790] validation_0-mae:4812.05225 validation_1-mae:6031.89307 [791] validation_0-mae:4811.17676 validation_1-mae:6031.64307 [792] validation_0-mae:4809.96973 validation_1-mae:6031.06836 [793] validation_0-mae:4807.86816 validation_1-mae:6030.79150 [794] validation_0-mae:4806.51172 validation_1-mae:6031.13721 [795] validation_0-mae:4805.76855 validation_1-mae:6030.85938 [796] validation_0-mae:4804.38965 validation_1-mae:6030.55664 [797] validation_0-mae:4802.92578 validation_1-mae:6030.79834 [798] validation_0-mae:4801.99853 validation_1-mae:6030.93213 [799] validation_0-mae:4801.07373 validation_1-mae:6030.80664 [800] validation_0-mae:4799.18359 validation_1-mae:6029.98242 [801] validation_0-mae:4797.30469 validation_1-mae:6030.02344 [802] validation_0-mae:4796.55811 validation_1-mae:6029.75195 [803] validation_0-mae:4795.42188 validation_1-mae:6030.45312 [804] validation_0-mae:4794.25684 validation_1-mae:6030.44336 [805] validation_0-mae:4793.89551 validation_1-mae:6030.28516 [806] validation_0-mae:4793.22119 validation_1-mae:6030.11572 [807] validation_0-mae:4792.91357 validation_1-mae:6030.16943 [808] validation_0-mae:4792.65088 validation_1-mae:6030.13721 [809] validation_0-mae:4792.27148 validation_1-mae:6030.09180 [810] validation_0-mae:4791.69629 validation_1-mae:6030.16602 [811] validation_0-mae:4790.45410 validation_1-mae:6030.82520 [812] validation_0-mae:4787.80957 validation_1-mae:6029.66895 [813] validation_0-mae:4786.53564 validation_1-mae:6030.05029 [814] validation_0-mae:4785.77148 validation_1-mae:6029.86963 [815] validation_0-mae:4785.31397 validation_1-mae:6029.53662 [816] validation_0-mae:4782.50147 validation_1-mae:6029.17725 [817] validation_0-mae:4780.90967 validation_1-mae:6028.98633 [818] validation_0-mae:4779.32520 validation_1-mae:6028.32617 [819] validation_0-mae:4778.59082 validation_1-mae:6028.07617 [820] validation_0-mae:4777.56397 validation_1-mae:6027.95508 [821] validation_0-mae:4775.89648 validation_1-mae:6027.21777 [822] validation_0-mae:4775.51660 validation_1-mae:6027.39014 [823] validation_0-mae:4775.41943 validation_1-mae:6027.54492 [824] validation_0-mae:4774.92041 validation_1-mae:6027.93213 [825] validation_0-mae:4773.46533 validation_1-mae:6027.71924 [826] validation_0-mae:4770.31299 validation_1-mae:6027.71484 [827] validation_0-mae:4769.08447 validation_1-mae:6027.96484 [828] validation_0-mae:4767.59570 validation_1-mae:6027.68262 [829] validation_0-mae:4767.19287 validation_1-mae:6027.66211 [830] validation_0-mae:4766.19824 validation_1-mae:6027.62353 [831] validation_0-mae:4765.29541 validation_1-mae:6027.93506 [832] validation_0-mae:4763.20020 validation_1-mae:6026.36816 [833] validation_0-mae:4762.14062 validation_1-mae:6026.60596 [834] validation_0-mae:4761.19287 validation_1-mae:6027.28076 [835] validation_0-mae:4760.01318 validation_1-mae:6027.86914 [836] validation_0-mae:4758.94727 validation_1-mae:6027.85059 [837] validation_0-mae:4757.82373 validation_1-mae:6027.32324 [838] validation_0-mae:4756.17920 validation_1-mae:6026.24268 [839] validation_0-mae:4754.95264 validation_1-mae:6026.06641 [840] validation_0-mae:4753.94287 validation_1-mae:6025.97217 [841] validation_0-mae:4753.18457 validation_1-mae:6025.83838 [842] validation_0-mae:4752.70459 validation_1-mae:6025.58301 [843] validation_0-mae:4750.54199 validation_1-mae:6025.41016 [844] validation_0-mae:4750.00293 validation_1-mae:6025.56494 [845] validation_0-mae:4748.93115 validation_1-mae:6025.58936 [846] validation_0-mae:4748.15234 validation_1-mae:6025.37012 [847] validation_0-mae:4746.01416 validation_1-mae:6024.82520 [848] validation_0-mae:4743.90478 validation_1-mae:6023.71094 [849] validation_0-mae:4742.90527 validation_1-mae:6023.45605 [850] validation_0-mae:4741.59522 validation_1-mae:6023.92822 [851] validation_0-mae:4741.15186 validation_1-mae:6023.80664 [852] validation_0-mae:4739.38184 validation_1-mae:6023.11084 [853] validation_0-mae:4737.93652 validation_1-mae:6023.83740 [854] validation_0-mae:4735.36084 validation_1-mae:6023.73193 [855] validation_0-mae:4734.42578 validation_1-mae:6023.80176 [856] validation_0-mae:4733.07764 validation_1-mae:6023.80664 [857] validation_0-mae:4731.52832 validation_1-mae:6023.56348 [858] validation_0-mae:4729.91602 validation_1-mae:6023.58936 [859] validation_0-mae:4728.41992 validation_1-mae:6024.01123 [860] validation_0-mae:4727.85059 validation_1-mae:6023.78174 [861] validation_0-mae:4726.97852 validation_1-mae:6023.69824 [862] validation_0-mae:4726.32178 validation_1-mae:6023.50049 [863] validation_0-mae:4724.30518 validation_1-mae:6023.25049 [864] validation_0-mae:4724.22510 validation_1-mae:6023.27930 [865] validation_0-mae:4722.97852 validation_1-mae:6022.84473 [866] validation_0-mae:4721.76758 validation_1-mae:6022.53027 [867] validation_0-mae:4720.98877 validation_1-mae:6022.63184 [868] validation_0-mae:4720.36133 validation_1-mae:6022.42969 [869] validation_0-mae:4719.19287 validation_1-mae:6022.91455 [870] validation_0-mae:4717.79834 validation_1-mae:6022.91406 [871] validation_0-mae:4717.04053 validation_1-mae:6023.12061 [872] validation_0-mae:4715.68262 validation_1-mae:6023.34912 [873] validation_0-mae:4714.61768 validation_1-mae:6023.35107 [874] validation_0-mae:4713.49316 validation_1-mae:6023.74023 [875] validation_0-mae:4712.13818 validation_1-mae:6023.69775 [876] validation_0-mae:4710.83301 validation_1-mae:6023.79541 [877] validation_0-mae:4710.04883 validation_1-mae:6023.47119 [878] validation_0-mae:4709.57617 validation_1-mae:6023.41699 [879] validation_0-mae:4709.18457 validation_1-mae:6023.40332 [880] validation_0-mae:4709.03027 validation_1-mae:6023.48877 [881] validation_0-mae:4707.68066 validation_1-mae:6022.73535 [882] validation_0-mae:4706.53076 validation_1-mae:6023.17969 [883] validation_0-mae:4704.06885 validation_1-mae:6022.83057 [884] validation_0-mae:4703.24561 validation_1-mae:6022.30664 [885] validation_0-mae:4702.64600 validation_1-mae:6022.05420 [886] validation_0-mae:4701.07910 validation_1-mae:6021.81006 [887] validation_0-mae:4699.07324 validation_1-mae:6021.18945 [888] validation_0-mae:4697.49609 validation_1-mae:6021.62598 [889] validation_0-mae:4696.14941 validation_1-mae:6021.91357 [890] validation_0-mae:4695.04346 validation_1-mae:6022.12988 [891] validation_0-mae:4693.27295 validation_1-mae:6021.68555 [892] validation_0-mae:4692.46533 validation_1-mae:6022.23047 [893] validation_0-mae:4690.73145 validation_1-mae:6021.71973 [894] validation_0-mae:4690.19434 validation_1-mae:6021.41895 [895] validation_0-mae:4689.91992 validation_1-mae:6021.49072 [896] validation_0-mae:4688.56152 validation_1-mae:6020.60791 [897] validation_0-mae:4687.61182 validation_1-mae:6020.92188 [898] validation_0-mae:4687.11475 validation_1-mae:6021.21875 [899] validation_0-mae:4686.54932 validation_1-mae:6021.35547 [900] validation_0-mae:4686.38477 validation_1-mae:6021.28125 [901] validation_0-mae:4684.89844 validation_1-mae:6021.28369 [902] validation_0-mae:4682.74512 validation_1-mae:6020.34228 [903] validation_0-mae:4681.41309 validation_1-mae:6019.77344 [904] validation_0-mae:4680.11035 validation_1-mae:6019.25928 [905] validation_0-mae:4678.05811 validation_1-mae:6018.64648 [906] validation_0-mae:4676.92432 validation_1-mae:6018.80811 [907] validation_0-mae:4676.01904 validation_1-mae:6019.04053 [908] validation_0-mae:4675.20459 validation_1-mae:6019.25732 [909] validation_0-mae:4673.55957 validation_1-mae:6019.27734 [910] validation_0-mae:4672.62842 validation_1-mae:6019.00684 [911] validation_0-mae:4671.89941 validation_1-mae:6019.28857 [912] validation_0-mae:4671.43652 validation_1-mae:6019.15869 [913] validation_0-mae:4671.11621 validation_1-mae:6019.26611 [914] validation_0-mae:4670.39453 validation_1-mae:6019.09082 [915] validation_0-mae:4669.05957 validation_1-mae:6018.70801 [916] validation_0-mae:4667.22900 validation_1-mae:6018.08350 [917] validation_0-mae:4665.74463 validation_1-mae:6017.57080 [918] validation_0-mae:4664.47754 validation_1-mae:6017.96680 [919] validation_0-mae:4663.70752 validation_1-mae:6017.87500 [920] validation_0-mae:4662.78760 validation_1-mae:6017.65234 [921] validation_0-mae:4662.30078 validation_1-mae:6018.02100 [922] validation_0-mae:4660.76709 validation_1-mae:6017.80713 [923] validation_0-mae:4659.62061 validation_1-mae:6017.87549 [924] validation_0-mae:4658.71240 validation_1-mae:6017.96143 [925] validation_0-mae:4658.30322 validation_1-mae:6018.02588 [926] validation_0-mae:4657.66748 validation_1-mae:6018.05371 [927] validation_0-mae:4657.04102 validation_1-mae:6018.40674 [928] validation_0-mae:4655.91797 validation_1-mae:6018.46680 [929] validation_0-mae:4655.37598 validation_1-mae:6018.29346 [930] validation_0-mae:4654.21973 validation_1-mae:6018.60889 [931] validation_0-mae:4653.35986 validation_1-mae:6018.82617 [932] validation_0-mae:4652.05078 validation_1-mae:6018.08838 [933] validation_0-mae:4650.91797 validation_1-mae:6017.53760 [934] validation_0-mae:4649.43848 validation_1-mae:6017.56836 [935] validation_0-mae:4648.57715 validation_1-mae:6017.29102 [936] validation_0-mae:4648.23242 validation_1-mae:6017.22119 [937] validation_0-mae:4646.85986 validation_1-mae:6016.72949 [938] validation_0-mae:4644.90283 validation_1-mae:6016.39746 [939] validation_0-mae:4643.43994 validation_1-mae:6015.98047 [940] validation_0-mae:4642.69629 validation_1-mae:6015.59473 [941] validation_0-mae:4642.43603 validation_1-mae:6015.59961 [942] validation_0-mae:4641.41113 validation_1-mae:6016.05518 [943] validation_0-mae:4640.84228 validation_1-mae:6016.08984 [944] validation_0-mae:4639.91162 validation_1-mae:6015.96191 [945] validation_0-mae:4638.37549 validation_1-mae:6016.47705 [946] validation_0-mae:4637.97852 validation_1-mae:6016.45166 [947] validation_0-mae:4636.56152 validation_1-mae:6016.44775 [948] validation_0-mae:4635.00439 validation_1-mae:6016.95020 [949] validation_0-mae:4634.21484 validation_1-mae:6016.56299 [950] validation_0-mae:4633.59668 validation_1-mae:6016.43359 [951] validation_0-mae:4632.88428 validation_1-mae:6016.27930 [952] validation_0-mae:4631.77832 validation_1-mae:6016.29297 [953] validation_0-mae:4629.40332 validation_1-mae:6015.96387 [954] validation_0-mae:4629.10693 validation_1-mae:6015.81494 [955] validation_0-mae:4627.99902 validation_1-mae:6015.89062 [956] validation_0-mae:4626.70557 validation_1-mae:6015.14160 [957] validation_0-mae:4626.35156 validation_1-mae:6015.09570 [958] validation_0-mae:4624.35449 validation_1-mae:6015.58496 [959] validation_0-mae:4623.82520 validation_1-mae:6015.40039 [960] validation_0-mae:4623.03320 validation_1-mae:6014.96826 [961] validation_0-mae:4622.15332 validation_1-mae:6014.68994 [962] validation_0-mae:4621.52539 validation_1-mae:6014.28467 [963] validation_0-mae:4619.12305 validation_1-mae:6013.56299 [964] validation_0-mae:4616.86133 validation_1-mae:6012.72803 [965] validation_0-mae:4614.92334 validation_1-mae:6012.38330 [966] validation_0-mae:4612.70508 validation_1-mae:6013.00049 [967] validation_0-mae:4611.82959 validation_1-mae:6013.05615 [968] validation_0-mae:4610.91455 validation_1-mae:6012.97217 [969] validation_0-mae:4610.45557 validation_1-mae:6012.97266 [970] validation_0-mae:4609.40527 validation_1-mae:6013.31543 [971] validation_0-mae:4608.74170 validation_1-mae:6013.15918 [972] validation_0-mae:4606.48730 validation_1-mae:6011.82129 [973] validation_0-mae:4605.48340 validation_1-mae:6011.85986 [974] validation_0-mae:4604.89697 validation_1-mae:6012.03809 [975] validation_0-mae:4604.76270 validation_1-mae:6012.09033 [976] validation_0-mae:4604.07520 validation_1-mae:6012.52344 [977] validation_0-mae:4603.62256 validation_1-mae:6012.28955 [978] validation_0-mae:4602.48779 validation_1-mae:6012.43457 [979] validation_0-mae:4601.48193 validation_1-mae:6012.41602 [980] validation_0-mae:4600.84131 validation_1-mae:6012.35303 [981] validation_0-mae:4599.81103 validation_1-mae:6012.10547 [982] validation_0-mae:4598.94727 validation_1-mae:6012.16602 [983] validation_0-mae:4598.04541 validation_1-mae:6011.91846 [984] validation_0-mae:4596.40625 validation_1-mae:6012.25830 [985] validation_0-mae:4595.05225 validation_1-mae:6012.28076 [986] validation_0-mae:4593.33643 validation_1-mae:6011.56055 [987] validation_0-mae:4592.16309 validation_1-mae:6011.59619 [988] validation_0-mae:4590.80176 validation_1-mae:6011.88770 [989] validation_0-mae:4589.89355 validation_1-mae:6011.32275 [990] validation_0-mae:4588.46289 validation_1-mae:6010.72754 [991] validation_0-mae:4586.94922 validation_1-mae:6009.32324 [992] validation_0-mae:4585.80371 validation_1-mae:6009.57764 [993] validation_0-mae:4584.93897 validation_1-mae:6009.59228 [994] validation_0-mae:4583.80713 validation_1-mae:6009.45508 [995] validation_0-mae:4583.03174 validation_1-mae:6009.28027 [996] validation_0-mae:4581.99463 validation_1-mae:6009.61963 [997] validation_0-mae:4579.78174 validation_1-mae:6009.24805 [998] validation_0-mae:4578.33398 validation_1-mae:6008.76709 [999] validation_0-mae:4576.77539 validation_1-mae:6008.45703 [1000] validation_0-mae:4574.70459 validation_1-mae:6007.79785 [1001] validation_0-mae:4572.72803 validation_1-mae:6007.87451 [1002] validation_0-mae:4571.71973 validation_1-mae:6007.58936 [1003] validation_0-mae:4570.92236 validation_1-mae:6007.70996 [1004] validation_0-mae:4569.91943 validation_1-mae:6007.85498 [1005] validation_0-mae:4569.22217 validation_1-mae:6008.41064 [1006] validation_0-mae:4566.82666 validation_1-mae:6007.11279 [1007] validation_0-mae:4565.91211 validation_1-mae:6006.40381 [1008] validation_0-mae:4564.17285 validation_1-mae:6006.38867 [1009] validation_0-mae:4562.79150 validation_1-mae:6006.56250 [1010] validation_0-mae:4562.35059 validation_1-mae:6006.70410 [1011] validation_0-mae:4561.71924 validation_1-mae:6006.55029 [1012] validation_0-mae:4560.62061 validation_1-mae:6007.22412 [1013] validation_0-mae:4559.71728 validation_1-mae:6007.18506 [1014] validation_0-mae:4558.14648 validation_1-mae:6007.38330 [1015] validation_0-mae:4557.28223 validation_1-mae:6007.15137 [1016] validation_0-mae:4555.94531 validation_1-mae:6007.04590 [1017] validation_0-mae:4555.03223 validation_1-mae:6006.96728 [1018] validation_0-mae:4554.17676 validation_1-mae:6007.20166 [1019] validation_0-mae:4552.51221 validation_1-mae:6007.44336 [1020] validation_0-mae:4550.40869 validation_1-mae:6007.51953 [1021] validation_0-mae:4548.58252 validation_1-mae:6007.30908 [1022] validation_0-mae:4547.55615 validation_1-mae:6007.68652 [1023] validation_0-mae:4546.93311 validation_1-mae:6007.64307 [1024] validation_0-mae:4545.53711 validation_1-mae:6008.42822 [1025] validation_0-mae:4544.10107 validation_1-mae:6008.31641 [1026] validation_0-mae:4543.30713 validation_1-mae:6008.46387 [1027] validation_0-mae:4542.62158 validation_1-mae:6008.41846 [1028] validation_0-mae:4541.00928 validation_1-mae:6007.77686 [1029] validation_0-mae:4539.25391 validation_1-mae:6007.04150 [1030] validation_0-mae:4537.86572 validation_1-mae:6006.77539 [1031] validation_0-mae:4536.64893 validation_1-mae:6006.73730 [1032] validation_0-mae:4535.94092 validation_1-mae:6006.69092 [1033] validation_0-mae:4534.46973 validation_1-mae:6006.97754 [1034] validation_0-mae:4533.53320 validation_1-mae:6007.08789 [1035] validation_0-mae:4532.51514 validation_1-mae:6006.70752 [1036] validation_0-mae:4532.09228 validation_1-mae:6006.73682 [1037] validation_0-mae:4531.10303 validation_1-mae:6007.38818 [1038] validation_0-mae:4530.75342 validation_1-mae:6007.31103 [1039] validation_0-mae:4529.65234 validation_1-mae:6007.67773 [1040] validation_0-mae:4528.85938 validation_1-mae:6007.39502 [1041] validation_0-mae:4527.47852 validation_1-mae:6006.84912 [1042] validation_0-mae:4526.67041 validation_1-mae:6006.80957 [1043] validation_0-mae:4526.06787 validation_1-mae:6006.93945 [1044] validation_0-mae:4524.01904 validation_1-mae:6007.00586 [1045] validation_0-mae:4523.11914 validation_1-mae:6006.80371 [1046] validation_0-mae:4522.96143 validation_1-mae:6006.67090 [1047] validation_0-mae:4522.01270 validation_1-mae:6006.81885 [1048] validation_0-mae:4519.94727 validation_1-mae:6006.16650 [1049] validation_0-mae:4518.57471 validation_1-mae:6006.89453 [1050] validation_0-mae:4517.69824 validation_1-mae:6007.53174 [1051] validation_0-mae:4517.23193 validation_1-mae:6007.24609 [1052] validation_0-mae:4515.95850 validation_1-mae:6007.21387 [1053] validation_0-mae:4514.61572 validation_1-mae:6008.21240 [1054] validation_0-mae:4513.76758 validation_1-mae:6008.46143 [1055] validation_0-mae:4512.84912 validation_1-mae:6008.47705 [1056] validation_0-mae:4512.14746 validation_1-mae:6008.74512 [1057] validation_0-mae:4511.12109 validation_1-mae:6008.36035 [1058] validation_0-mae:4510.23486 validation_1-mae:6008.18066 [1059] validation_0-mae:4509.14453 validation_1-mae:6007.95117 [1060] validation_0-mae:4507.46728 validation_1-mae:6008.12402 [1061] validation_0-mae:4506.90137 validation_1-mae:6008.21826 [1062] validation_0-mae:4506.38330 validation_1-mae:6007.98877 [1063] validation_0-mae:4505.85254 validation_1-mae:6008.02393 [1064] validation_0-mae:4504.41846 validation_1-mae:6009.15137 [1065] validation_0-mae:4502.67188 validation_1-mae:6008.56201 [1066] validation_0-mae:4502.21973 validation_1-mae:6008.65918 [1067] validation_0-mae:4501.34570 validation_1-mae:6008.62695 [1068] validation_0-mae:4500.43750 validation_1-mae:6008.51709 [1069] validation_0-mae:4499.41113 validation_1-mae:6009.05078 [1070] validation_0-mae:4497.83643 validation_1-mae:6008.89795 [1071] validation_0-mae:4496.77881 validation_1-mae:6008.99805 [1072] validation_0-mae:4495.65625 validation_1-mae:6009.11719 [1073] validation_0-mae:4494.78857 validation_1-mae:6008.78711 [1074] validation_0-mae:4494.06348 validation_1-mae:6008.38916 [1075] validation_0-mae:4492.99023 validation_1-mae:6008.04980 [1076] validation_0-mae:4492.69971 validation_1-mae:6007.95020 [1077] validation_0-mae:4491.42334 validation_1-mae:6007.90527 [1078] validation_0-mae:4490.36426 validation_1-mae:6008.25732 [1079] validation_0-mae:4488.65088 validation_1-mae:6008.50684 [1080] validation_0-mae:4487.80029 validation_1-mae:6008.25195 [1081] validation_0-mae:4486.71436 validation_1-mae:6007.93652 [1082] validation_0-mae:4485.48145 validation_1-mae:6007.96973 [1083] validation_0-mae:4484.82080 validation_1-mae:6007.84912 [1084] validation_0-mae:4483.88379 validation_1-mae:6008.19336 [1085] validation_0-mae:4482.93848 validation_1-mae:6008.12939 [1086] validation_0-mae:4482.22998 validation_1-mae:6008.16162 [1087] validation_0-mae:4481.53564 validation_1-mae:6007.72900 [1088] validation_0-mae:4481.11230 validation_1-mae:6007.67139 [1089] validation_0-mae:4480.82422 validation_1-mae:6007.51807 [1090] validation_0-mae:4480.12598 validation_1-mae:6007.71973 [1091] validation_0-mae:4479.48096 validation_1-mae:6007.95801 [1092] validation_0-mae:4478.44287 validation_1-mae:6007.41455 [1093] validation_0-mae:4477.04932 validation_1-mae:6007.76807 [1094] validation_0-mae:4476.66406 validation_1-mae:6007.75977 [1095] validation_0-mae:4476.32129 validation_1-mae:6007.76465 [1096] validation_0-mae:4476.08008 validation_1-mae:6007.58984 [1097] validation_0-mae:4475.27588 validation_1-mae:6006.97314 [1098] validation_0-mae:4474.18750 validation_1-mae:6006.97363 [1099] validation_0-mae:4472.89648 validation_1-mae:6006.98584 [1100] validation_0-mae:4471.76025 validation_1-mae:6006.56836 [1101] validation_0-mae:4470.95898 validation_1-mae:6006.36182 [1102] validation_0-mae:4469.90625 validation_1-mae:6006.40967 [1103] validation_0-mae:4469.33398 validation_1-mae:6006.49951 [1104] validation_0-mae:4468.48193 validation_1-mae:6006.44336 [1105] validation_0-mae:4467.78320 validation_1-mae:6006.43408 [1106] validation_0-mae:4465.77637 validation_1-mae:6005.98535 [1107] validation_0-mae:4464.74805 validation_1-mae:6005.94922 [1108] validation_0-mae:4463.83740 validation_1-mae:6005.96728 [1109] validation_0-mae:4461.79346 validation_1-mae:6005.64502 [1110] validation_0-mae:4459.77539 validation_1-mae:6005.47852 [1111] validation_0-mae:4457.65869 validation_1-mae:6005.14014 [1112] validation_0-mae:4456.21045 validation_1-mae:6004.90527 [1113] validation_0-mae:4454.18066 validation_1-mae:6004.39893 [1114] validation_0-mae:4452.35986 validation_1-mae:6004.95557 [1115] validation_0-mae:4450.44824 validation_1-mae:6004.68603 [1116] validation_0-mae:4448.82666 validation_1-mae:6004.89307 [1117] validation_0-mae:4447.38232 validation_1-mae:6004.91064 [1118] validation_0-mae:4445.82959 validation_1-mae:6005.25977 [1119] validation_0-mae:4444.25977 validation_1-mae:6005.10352 [1120] validation_0-mae:4443.32178 validation_1-mae:6004.93018 [1121] validation_0-mae:4442.08789 validation_1-mae:6004.74951 [1122] validation_0-mae:4440.93457 validation_1-mae:6004.60742 [1123] validation_0-mae:4440.16309 validation_1-mae:6004.86035 [1124] validation_0-mae:4439.24268 validation_1-mae:6004.52295 [1125] validation_0-mae:4438.80566 validation_1-mae:6004.31934 [1126] validation_0-mae:4437.87256 validation_1-mae:6004.18994 [1127] validation_0-mae:4436.58057 validation_1-mae:6004.02832 [1128] validation_0-mae:4435.54199 validation_1-mae:6003.84375 [1129] validation_0-mae:4434.65869 validation_1-mae:6004.30859 [1130] validation_0-mae:4433.90137 validation_1-mae:6004.38232 [1131] validation_0-mae:4433.04053 validation_1-mae:6003.73975 [1132] validation_0-mae:4432.46143 validation_1-mae:6003.71777 [1133] validation_0-mae:4431.10791 validation_1-mae:6002.87647 [1134] validation_0-mae:4430.01807 validation_1-mae:6002.25342 [1135] validation_0-mae:4429.38281 validation_1-mae:6002.21484 [1136] validation_0-mae:4428.16895 validation_1-mae:6001.90332 [1137] validation_0-mae:4427.14844 validation_1-mae:6001.86084 [1138] validation_0-mae:4426.37402 validation_1-mae:6001.62256 [1139] validation_0-mae:4425.46240 validation_1-mae:6001.87012 [1140] validation_0-mae:4424.13770 validation_1-mae:6001.94727 [1141] validation_0-mae:4423.03516 validation_1-mae:6002.02832 [1142] validation_0-mae:4422.81592 validation_1-mae:6002.16699 [1143] validation_0-mae:4421.85596 validation_1-mae:6002.05420 [1144] validation_0-mae:4421.29150 validation_1-mae:6001.79834 [1145] validation_0-mae:4420.42725 validation_1-mae:6001.70947 [1146] validation_0-mae:4419.63574 validation_1-mae:6001.58594 [1147] validation_0-mae:4419.12793 validation_1-mae:6001.46143 [1148] validation_0-mae:4417.97412 validation_1-mae:6001.04004 [1149] validation_0-mae:4416.81934 validation_1-mae:6000.50879 [1150] validation_0-mae:4414.69043 validation_1-mae:5999.42383 [1151] validation_0-mae:4414.11670 validation_1-mae:5999.37353 [1152] validation_0-mae:4413.41650 validation_1-mae:5999.56103 [1153] validation_0-mae:4412.04297 validation_1-mae:6000.20166 [1154] validation_0-mae:4410.86914 validation_1-mae:5999.98682 [1155] validation_0-mae:4409.10840 validation_1-mae:5999.88477 [1156] validation_0-mae:4408.28418 validation_1-mae:6000.11279 [1157] validation_0-mae:4407.31543 validation_1-mae:6000.28857 [1158] validation_0-mae:4406.98438 validation_1-mae:6000.33154 [1159] validation_0-mae:4405.85742 validation_1-mae:6000.12256 [1160] validation_0-mae:4404.93994 validation_1-mae:6000.10303 [1161] validation_0-mae:4403.41992 validation_1-mae:5999.83740 [1162] validation_0-mae:4401.33496 validation_1-mae:5999.90869 [1163] validation_0-mae:4399.60938 validation_1-mae:5999.66895 [1164] validation_0-mae:4397.76123 validation_1-mae:5999.45264 [1165] validation_0-mae:4396.89111 validation_1-mae:5999.01123 [1166] validation_0-mae:4396.18457 validation_1-mae:5999.43115 [1167] validation_0-mae:4394.66748 validation_1-mae:5998.12598 [1168] validation_0-mae:4394.03516 validation_1-mae:5998.21094 [1169] validation_0-mae:4392.98633 validation_1-mae:5998.91895 [1170] validation_0-mae:4391.98193 validation_1-mae:5998.96924 [1171] validation_0-mae:4391.09326 validation_1-mae:5999.10791 [1172] validation_0-mae:4389.91797 validation_1-mae:5998.82715 [1173] validation_0-mae:4389.06934 validation_1-mae:5998.34277 [1174] validation_0-mae:4388.28662 validation_1-mae:5998.28613 [1175] validation_0-mae:4387.02100 validation_1-mae:5998.33545 [1176] validation_0-mae:4385.84814 validation_1-mae:5997.97998 [1177] validation_0-mae:4385.04590 validation_1-mae:5998.07666 [1178] validation_0-mae:4384.06348 validation_1-mae:5998.55469 [1179] validation_0-mae:4383.50635 validation_1-mae:5998.45605 [1180] validation_0-mae:4383.15137 validation_1-mae:5998.28027 [1181] validation_0-mae:4382.14795 validation_1-mae:5998.25147 [1182] validation_0-mae:4380.32031 validation_1-mae:5997.12305 [1183] validation_0-mae:4377.79736 validation_1-mae:5997.09619 [1184] validation_0-mae:4375.88037 validation_1-mae:5997.10059 [1185] validation_0-mae:4375.43945 validation_1-mae:5996.91455 [1186] validation_0-mae:4374.65625 validation_1-mae:5997.19971 [1187] validation_0-mae:4374.02441 validation_1-mae:5997.38086 [1188] validation_0-mae:4373.48926 validation_1-mae:5997.36475 [1189] validation_0-mae:4372.51855 validation_1-mae:5996.75439 [1190] validation_0-mae:4371.73291 validation_1-mae:5996.64893 [1191] validation_0-mae:4370.76123 validation_1-mae:5996.03027 [1192] validation_0-mae:4370.13818 validation_1-mae:5996.01904 [1193] validation_0-mae:4369.36572 validation_1-mae:5996.16357 [1194] validation_0-mae:4368.28857 validation_1-mae:5995.99023 [1195] validation_0-mae:4367.07178 validation_1-mae:5995.43164 [1196] validation_0-mae:4366.00879 validation_1-mae:5995.25732 [1197] validation_0-mae:4365.27393 validation_1-mae:5995.33154 [1198] validation_0-mae:4364.16992 validation_1-mae:5995.65869 [1199] validation_0-mae:4363.40723 validation_1-mae:5995.71728 [1200] validation_0-mae:4362.77881 validation_1-mae:5995.96973 [1201] validation_0-mae:4362.01318 validation_1-mae:5996.29150 [1202] validation_0-mae:4361.55420 validation_1-mae:5996.16650 [1203] validation_0-mae:4360.27441 validation_1-mae:5996.31152 [1204] validation_0-mae:4359.81592 validation_1-mae:5996.29346 [1205] validation_0-mae:4358.22949 validation_1-mae:5995.98975 [1206] validation_0-mae:4356.85205 validation_1-mae:5995.84082 [1207] validation_0-mae:4356.15820 validation_1-mae:5996.33740 [1208] validation_0-mae:4355.34717 validation_1-mae:5996.17578 [1209] validation_0-mae:4354.50147 validation_1-mae:5996.09326 [1210] validation_0-mae:4353.02734 validation_1-mae:5994.95703 [1211] validation_0-mae:4351.31201 validation_1-mae:5994.73389 [1212] validation_0-mae:4351.11768 validation_1-mae:5994.66650 [1213] validation_0-mae:4350.40137 validation_1-mae:5994.64600 [1214] validation_0-mae:4349.15234 validation_1-mae:5994.38965 [1215] validation_0-mae:4348.74316 validation_1-mae:5995.01709 [1216] validation_0-mae:4348.45410 validation_1-mae:5994.93897 [1217] validation_0-mae:4347.17480 validation_1-mae:5995.40527 [1218] validation_0-mae:4346.07080 validation_1-mae:5995.70947 [1219] validation_0-mae:4344.36279 validation_1-mae:5995.01758 [1220] validation_0-mae:4342.56689 validation_1-mae:5994.07080 [1221] validation_0-mae:4341.67676 validation_1-mae:5994.01074 [1222] validation_0-mae:4340.23486 validation_1-mae:5993.64600 [1223] validation_0-mae:4339.38574 validation_1-mae:5993.20264 [1224] validation_0-mae:4337.88232 validation_1-mae:5992.07275 [1225] validation_0-mae:4336.92139 validation_1-mae:5992.23877 [1226] validation_0-mae:4335.98486 validation_1-mae:5992.28760 [1227] validation_0-mae:4335.43799 validation_1-mae:5992.34277 [1228] validation_0-mae:4334.51855 validation_1-mae:5992.45605 [1229] validation_0-mae:4334.29443 validation_1-mae:5992.33936 [1230] validation_0-mae:4332.71289 validation_1-mae:5992.36865 [1231] validation_0-mae:4331.35254 validation_1-mae:5991.94434 [1232] validation_0-mae:4329.24707 validation_1-mae:5991.30420 [1233] validation_0-mae:4327.49756 validation_1-mae:5991.04004 [1234] validation_0-mae:4326.10059 validation_1-mae:5990.48389 [1235] validation_0-mae:4325.06299 validation_1-mae:5990.61572 [1236] validation_0-mae:4323.83789 validation_1-mae:5990.49463 [1237] validation_0-mae:4322.43945 validation_1-mae:5990.50488 [1238] validation_0-mae:4321.39990 validation_1-mae:5990.44141 [1239] validation_0-mae:4320.60596 validation_1-mae:5990.48779 [1240] validation_0-mae:4319.46143 validation_1-mae:5990.26416 [1241] validation_0-mae:4318.03564 validation_1-mae:5990.52100 [1242] validation_0-mae:4316.78662 validation_1-mae:5990.53662 [1243] validation_0-mae:4315.75293 validation_1-mae:5990.18603 [1244] validation_0-mae:4314.89258 validation_1-mae:5990.19287 [1245] validation_0-mae:4313.47070 validation_1-mae:5990.15723 [1246] validation_0-mae:4312.97852 validation_1-mae:5990.19873 [1247] validation_0-mae:4311.33789 validation_1-mae:5990.54004 [1248] validation_0-mae:4310.87158 validation_1-mae:5990.68652 [1249] validation_0-mae:4310.56250 validation_1-mae:5990.55518 [1250] validation_0-mae:4309.86426 validation_1-mae:5990.44385 [1251] validation_0-mae:4308.98047 validation_1-mae:5990.71143 [1252] validation_0-mae:4308.13330 validation_1-mae:5990.26172 [1253] validation_0-mae:4306.88623 validation_1-mae:5990.18945 [1254] validation_0-mae:4306.31152 validation_1-mae:5990.49609 [1255] validation_0-mae:4305.67041 validation_1-mae:5990.40576 [1256] validation_0-mae:4304.51660 validation_1-mae:5990.04053 [1257] validation_0-mae:4302.35156 validation_1-mae:5989.11572 [1258] validation_0-mae:4300.89404 validation_1-mae:5988.51660 [1259] validation_0-mae:4299.98047 validation_1-mae:5988.33838 [1260] validation_0-mae:4299.27734 validation_1-mae:5988.38623 [1261] validation_0-mae:4298.50635 validation_1-mae:5988.28955 [1262] validation_0-mae:4297.47070 validation_1-mae:5987.86230 [1263] validation_0-mae:4295.71143 validation_1-mae:5988.54346 [1264] validation_0-mae:4295.02002 validation_1-mae:5988.69775 [1265] validation_0-mae:4294.48584 validation_1-mae:5988.83838 [1266] validation_0-mae:4293.51221 validation_1-mae:5988.93311 [1267] validation_0-mae:4292.46484 validation_1-mae:5988.66797 [1268] validation_0-mae:4292.39209 validation_1-mae:5988.54834 [1269] validation_0-mae:4290.61768 validation_1-mae:5988.55615 [1270] validation_0-mae:4289.92871 validation_1-mae:5988.38037 [1271] validation_0-mae:4288.67139 validation_1-mae:5989.12061 [1272] validation_0-mae:4287.72949 validation_1-mae:5988.67236 [1273] validation_0-mae:4286.50635 validation_1-mae:5988.96631 [1274] validation_0-mae:4285.78809 validation_1-mae:5988.66406 [1275] validation_0-mae:4284.67920 validation_1-mae:5989.16797 [1276] validation_0-mae:4282.57422 validation_1-mae:5988.85986 [1277] validation_0-mae:4281.13965 validation_1-mae:5987.98633 [1278] validation_0-mae:4280.15674 validation_1-mae:5987.93457 [1279] validation_0-mae:4278.39600 validation_1-mae:5988.09228 [1280] validation_0-mae:4277.93555 validation_1-mae:5988.14697 [1281] validation_0-mae:4277.35254 validation_1-mae:5987.85596 [1282] validation_0-mae:4276.59961 validation_1-mae:5987.63281 [1283] validation_0-mae:4276.18994 validation_1-mae:5987.82227 [1284] validation_0-mae:4275.30469 validation_1-mae:5987.89404 [1285] validation_0-mae:4274.59180 validation_1-mae:5988.12305 [1286] validation_0-mae:4274.10400 validation_1-mae:5987.95117 [1287] validation_0-mae:4273.80029 validation_1-mae:5988.07227 [1288] validation_0-mae:4273.12549 validation_1-mae:5987.98047 [1289] validation_0-mae:4272.76611 validation_1-mae:5987.85742 [1290] validation_0-mae:4272.63867 validation_1-mae:5987.81103 [1291] validation_0-mae:4272.37939 validation_1-mae:5987.87451 [1292] validation_0-mae:4271.59473 validation_1-mae:5987.42725 [1293] validation_0-mae:4270.98730 validation_1-mae:5987.62500 [1294] validation_0-mae:4269.41113 validation_1-mae:5987.91553 [1295] validation_0-mae:4267.84717 validation_1-mae:5988.48242 [1296] validation_0-mae:4267.05713 validation_1-mae:5988.43994 [1297] validation_0-mae:4266.43506 validation_1-mae:5988.37061 [1298] validation_0-mae:4265.69922 validation_1-mae:5988.09814 [1299] validation_0-mae:4264.33252 validation_1-mae:5988.23926 [1300] validation_0-mae:4263.78662 validation_1-mae:5987.95410 [1301] validation_0-mae:4262.71338 validation_1-mae:5987.33887 [1302] validation_0-mae:4261.39307 validation_1-mae:5987.32715 [1303] validation_0-mae:4259.92432 validation_1-mae:5987.05322 [1304] validation_0-mae:4258.31055 validation_1-mae:5986.55615 [1305] validation_0-mae:4257.29297 validation_1-mae:5986.04834 [1306] validation_0-mae:4256.32666 validation_1-mae:5986.56836 [1307] validation_0-mae:4254.98535 validation_1-mae:5986.75342 [1308] validation_0-mae:4253.83936 validation_1-mae:5986.86572 [1309] validation_0-mae:4251.98633 validation_1-mae:5987.26025 [1310] validation_0-mae:4250.42773 validation_1-mae:5987.37988 [1311] validation_0-mae:4249.59912 validation_1-mae:5988.00244 [1312] validation_0-mae:4248.91211 validation_1-mae:5987.68311 [1313] validation_0-mae:4248.39062 validation_1-mae:5987.60449 [1314] validation_0-mae:4247.55518 validation_1-mae:5987.63721 [1315] validation_0-mae:4246.38281 validation_1-mae:5987.23877 [1316] validation_0-mae:4244.57422 validation_1-mae:5987.17334 [1317] validation_0-mae:4243.50244 validation_1-mae:5987.33447 [1318] validation_0-mae:4242.32227 validation_1-mae:5987.53320 [1319] validation_0-mae:4240.87109 validation_1-mae:5987.49512 [1320] validation_0-mae:4240.51270 validation_1-mae:5987.41406 [1321] validation_0-mae:4239.75293 validation_1-mae:5987.14014 [1322] validation_0-mae:4238.93457 validation_1-mae:5987.33984 [1323] validation_0-mae:4238.20801 validation_1-mae:5987.28809 [1324] validation_0-mae:4237.19287 validation_1-mae:5987.79834 [1325] validation_0-mae:4235.78857 validation_1-mae:5987.79150 [1326] validation_0-mae:4234.62158 validation_1-mae:5987.16162 [1327] validation_0-mae:4233.77881 validation_1-mae:5987.42041 [1328] validation_0-mae:4232.82568 validation_1-mae:5986.99121 [1329] validation_0-mae:4231.71484 validation_1-mae:5986.77539 [1330] validation_0-mae:4230.73779 validation_1-mae:5986.81201 [1331] validation_0-mae:4229.94336 validation_1-mae:5986.74756 [1332] validation_0-mae:4229.18945 validation_1-mae:5986.74707 [1333] validation_0-mae:4227.93652 validation_1-mae:5986.18018 [1334] validation_0-mae:4227.55811 validation_1-mae:5986.11035 [1335] validation_0-mae:4227.41455 validation_1-mae:5986.29834 [1336] validation_0-mae:4227.14795 validation_1-mae:5986.15137 [1337] validation_0-mae:4226.09863 validation_1-mae:5985.48145 [1338] validation_0-mae:4225.57471 validation_1-mae:5985.34228 [1339] validation_0-mae:4225.16650 validation_1-mae:5985.58203 [1340] validation_0-mae:4224.84766 validation_1-mae:5985.43408 [1341] validation_0-mae:4224.19238 validation_1-mae:5985.27490 [1342] validation_0-mae:4223.53076 validation_1-mae:5985.27441 [1343] validation_0-mae:4223.13330 validation_1-mae:5985.55420 [1344] validation_0-mae:4222.22070 validation_1-mae:5985.50147 [1345] validation_0-mae:4221.82861 validation_1-mae:5985.85986 [1346] validation_0-mae:4221.36279 validation_1-mae:5985.85498 [1347] validation_0-mae:4220.98584 validation_1-mae:5986.05908 [1348] validation_0-mae:4220.01416 validation_1-mae:5986.22949 [1349] validation_0-mae:4219.25781 validation_1-mae:5986.11133 [1350] validation_0-mae:4218.90332 validation_1-mae:5986.23779 [1351] validation_0-mae:4218.43848 validation_1-mae:5986.05029 [1352] validation_0-mae:4218.14648 validation_1-mae:5986.22363 [1353] validation_0-mae:4217.08789 validation_1-mae:5985.61133 [1354] validation_0-mae:4216.35449 validation_1-mae:5985.49561 [1355] validation_0-mae:4216.30371 validation_1-mae:5985.51270 [1356] validation_0-mae:4215.94043 validation_1-mae:5985.43262 [1357] validation_0-mae:4215.35107 validation_1-mae:5985.17920 [1358] validation_0-mae:4214.43262 validation_1-mae:5985.33643 [1359] validation_0-mae:4214.06885 validation_1-mae:5985.44189 [1360] validation_0-mae:4213.41797 validation_1-mae:5985.92725 [1361] validation_0-mae:4212.53955 validation_1-mae:5985.54883 [1362] validation_0-mae:4211.72559 validation_1-mae:5985.31250 [1363] validation_0-mae:4211.51904 validation_1-mae:5985.46582 [1364] validation_0-mae:4211.46924 validation_1-mae:5985.55029 [1365] validation_0-mae:4211.01416 validation_1-mae:5985.55713 [1366] validation_0-mae:4209.54883 validation_1-mae:5986.09326 [1367] validation_0-mae:4208.30518 validation_1-mae:5985.91064 [1368] validation_0-mae:4206.76953 validation_1-mae:5986.57715 [1369] validation_0-mae:4205.28955 validation_1-mae:5986.23730 [1370] validation_0-mae:4203.95605 validation_1-mae:5985.37158 [1371] validation_0-mae:4202.69873 validation_1-mae:5985.32959 [1372] validation_0-mae:4201.76074 validation_1-mae:5984.88672 [1373] validation_0-mae:4200.99805 validation_1-mae:5984.58252 [1374] validation_0-mae:4200.13574 validation_1-mae:5984.45752 [1375] validation_0-mae:4199.48486 validation_1-mae:5984.50293 [1376] validation_0-mae:4198.20850 validation_1-mae:5984.99561 [1377] validation_0-mae:4196.38232 validation_1-mae:5985.48193 [1378] validation_0-mae:4194.49853 validation_1-mae:5985.86279 [1379] validation_0-mae:4193.37647 validation_1-mae:5985.73877 [1380] validation_0-mae:4191.85156 validation_1-mae:5985.52881 [1381] validation_0-mae:4191.24609 validation_1-mae:5985.59766 [1382] validation_0-mae:4190.00439 validation_1-mae:5986.08643 [1383] validation_0-mae:4188.84570 validation_1-mae:5986.27148 [1384] validation_0-mae:4187.50488 validation_1-mae:5986.46191 [1385] validation_0-mae:4186.20557 validation_1-mae:5986.18457 [1386] validation_0-mae:4185.32520 validation_1-mae:5985.99951 [1387] validation_0-mae:4184.97266 validation_1-mae:5986.24121 [1388] validation_0-mae:4184.24561 validation_1-mae:5985.94043 [1389] validation_0-mae:4183.46143 validation_1-mae:5985.90137 [1390] validation_0-mae:4182.36914 validation_1-mae:5986.52441 [1391] validation_0-mae:4181.70361 validation_1-mae:5986.57129 [1392] validation_0-mae:4180.84180 validation_1-mae:5987.00439 [1393] validation_0-mae:4179.96728 validation_1-mae:5986.87988 [1394] validation_0-mae:4179.00977 validation_1-mae:5986.33301 [1395] validation_0-mae:4178.32031 validation_1-mae:5986.19922 [1396] validation_0-mae:4177.71045 validation_1-mae:5986.48096 [1397] validation_0-mae:4176.67188 validation_1-mae:5986.12402 [1398] validation_0-mae:4175.86816 validation_1-mae:5986.10693 [1399] validation_0-mae:4174.73438 validation_1-mae:5985.61230 [1400] validation_0-mae:4174.05713 validation_1-mae:5985.29736 [1401] validation_0-mae:4172.00244 validation_1-mae:5984.23975 [1402] validation_0-mae:4171.37353 validation_1-mae:5984.10596 [1403] validation_0-mae:4170.43018 validation_1-mae:5983.99561 [1404] validation_0-mae:4169.33984 validation_1-mae:5984.04883 [1405] validation_0-mae:4169.19434 validation_1-mae:5984.12109 [1406] validation_0-mae:4168.34277 validation_1-mae:5984.15772 [1407] validation_0-mae:4167.11963 validation_1-mae:5983.97998 [1408] validation_0-mae:4166.50781 validation_1-mae:5983.84375 [1409] validation_0-mae:4165.84766 validation_1-mae:5983.86328 [1410] validation_0-mae:4165.35693 validation_1-mae:5983.92725 [1411] validation_0-mae:4164.55469 validation_1-mae:5983.83154 [1412] validation_0-mae:4164.09033 validation_1-mae:5983.83252 [1413] validation_0-mae:4163.95508 validation_1-mae:5983.85645 [1414] validation_0-mae:4163.28809 validation_1-mae:5983.61035 [1415] validation_0-mae:4162.59277 validation_1-mae:5983.44336 [1416] validation_0-mae:4161.46680 validation_1-mae:5983.01123 [1417] validation_0-mae:4160.86084 validation_1-mae:5982.75879 [1418] validation_0-mae:4160.55371 validation_1-mae:5982.71436 [1419] validation_0-mae:4159.59375 validation_1-mae:5982.52588 [1420] validation_0-mae:4158.58936 validation_1-mae:5982.56348 [1421] validation_0-mae:4158.02197 validation_1-mae:5982.43115 [1422] validation_0-mae:4157.34522 validation_1-mae:5982.58789 [1423] validation_0-mae:4156.71777 validation_1-mae:5982.63721 [1424] validation_0-mae:4155.71045 validation_1-mae:5982.70264 [1425] validation_0-mae:4155.28516 validation_1-mae:5983.01465 [1426] validation_0-mae:4154.73389 validation_1-mae:5982.88721 [1427] validation_0-mae:4154.09912 validation_1-mae:5983.43603 [1428] validation_0-mae:4153.36768 validation_1-mae:5984.08154 [1429] validation_0-mae:4153.06543 validation_1-mae:5983.95361 [1430] validation_0-mae:4152.82275 validation_1-mae:5983.95850 [1431] validation_0-mae:4152.61621 validation_1-mae:5984.09424 [1432] validation_0-mae:4152.41064 validation_1-mae:5984.15186 [1433] validation_0-mae:4151.77539 validation_1-mae:5984.37549 [1434] validation_0-mae:4151.16113 validation_1-mae:5984.33398 [1435] validation_0-mae:4150.27686 validation_1-mae:5984.07373 [1436] validation_0-mae:4149.94238 validation_1-mae:5984.10449 [1437] validation_0-mae:4149.62158 validation_1-mae:5984.22363 [1438] validation_0-mae:4148.82129 validation_1-mae:5984.04688 [1439] validation_0-mae:4148.08984 validation_1-mae:5984.02637 [1440] validation_0-mae:4146.59228 validation_1-mae:5983.59082 [1441] validation_0-mae:4145.88232 validation_1-mae:5983.35938 [1442] validation_0-mae:4144.46875 validation_1-mae:5982.69141 [1443] validation_0-mae:4143.21484 validation_1-mae:5982.57617 [1444] validation_0-mae:4142.25195 validation_1-mae:5982.29639 [1445] validation_0-mae:4140.93457 validation_1-mae:5982.38770 [1446] validation_0-mae:4140.01367 validation_1-mae:5982.48877 [1447] validation_0-mae:4138.83057 validation_1-mae:5982.20703 [1448] validation_0-mae:4137.79346 validation_1-mae:5982.43555 [1449] validation_0-mae:4136.79785 validation_1-mae:5982.90039 [1450] validation_0-mae:4136.30127 validation_1-mae:5982.99170 [1451] validation_0-mae:4135.65186 validation_1-mae:5983.00586 [1452] validation_0-mae:4134.90723 validation_1-mae:5983.25195 [1453] validation_0-mae:4134.04297 validation_1-mae:5983.51172 [1454] validation_0-mae:4133.15039 validation_1-mae:5983.19287 [1455] validation_0-mae:4132.73340 validation_1-mae:5983.18359 [1456] validation_0-mae:4131.96191 validation_1-mae:5983.06397 [1457] validation_0-mae:4131.14746 validation_1-mae:5983.21436 [1458] validation_0-mae:4130.38184 validation_1-mae:5984.25293 [1459] validation_0-mae:4129.96143 validation_1-mae:5984.24902 [1460] validation_0-mae:4128.89502 validation_1-mae:5983.86035 [1461] validation_0-mae:4127.85889 validation_1-mae:5983.30420 [1462] validation_0-mae:4126.68213 validation_1-mae:5983.02051 [1463] validation_0-mae:4125.42334 validation_1-mae:5982.42627 [1464] validation_0-mae:4124.86572 validation_1-mae:5982.44336 [1465] validation_0-mae:4124.05469 validation_1-mae:5982.63428 [1466] validation_0-mae:4123.23926 validation_1-mae:5982.66162 [1467] validation_0-mae:4122.23486 validation_1-mae:5983.11768 [1468] validation_0-mae:4121.55518 validation_1-mae:5983.29443 [1469] validation_0-mae:4120.74561 validation_1-mae:5983.40234 [1470] validation_0-mae:4120.02393 validation_1-mae:5983.19189 [1471] validation_0-mae:4119.14209 validation_1-mae:5983.60791 [1472] validation_0-mae:4118.06348 validation_1-mae:5983.95166 [1473] validation_0-mae:4117.04248 validation_1-mae:5984.06103 [1474] validation_0-mae:4115.77490 validation_1-mae:5983.56006 [1475] validation_0-mae:4115.22022 validation_1-mae:5983.72900 [1476] validation_0-mae:4114.88818 validation_1-mae:5983.81397 [1477] validation_0-mae:4114.23047 validation_1-mae:5983.98779 [1478] validation_0-mae:4113.43603 validation_1-mae:5984.11230 [1479] validation_0-mae:4112.73340 validation_1-mae:5984.00781 [1480] validation_0-mae:4111.27148 validation_1-mae:5983.71289 [1481] validation_0-mae:4110.23535 validation_1-mae:5983.85352 [1482] validation_0-mae:4109.77783 validation_1-mae:5983.95703 [1483] validation_0-mae:4109.15967 validation_1-mae:5983.77588 [1484] validation_0-mae:4108.38916 validation_1-mae:5983.69873 [1485] validation_0-mae:4107.61572 validation_1-mae:5983.81689 [1486] validation_0-mae:4106.68750 validation_1-mae:5983.91260 [1487] validation_0-mae:4106.03662 validation_1-mae:5983.67383 [1488] validation_0-mae:4105.14014 validation_1-mae:5983.80176 [1489] validation_0-mae:4104.66650 validation_1-mae:5983.64746 [1490] validation_0-mae:4104.28125 validation_1-mae:5983.61523 [1491] validation_0-mae:4103.11426 validation_1-mae:5984.12842 [1492] validation_0-mae:4102.41895 validation_1-mae:5984.42529 [1493] validation_0-mae:4100.79150 validation_1-mae:5984.35352 [1494] validation_0-mae:4099.49365 validation_1-mae:5983.33789 [1495] validation_0-mae:4098.50147 validation_1-mae:5983.73486 [1496] validation_0-mae:4097.35547 validation_1-mae:5983.13477 [1497] validation_0-mae:4096.84033 validation_1-mae:5982.88867 [1498] validation_0-mae:4095.77832 validation_1-mae:5982.88867 [1499] validation_0-mae:4094.87354 validation_1-mae:5982.97217 [1500] validation_0-mae:4094.15894 validation_1-mae:5983.72607 [1501] validation_0-mae:4094.06006 validation_1-mae:5983.76221 [1502] validation_0-mae:4092.60571 validation_1-mae:5983.02978 [1503] validation_0-mae:4091.40234 validation_1-mae:5983.17871 [1504] validation_0-mae:4090.51538 validation_1-mae:5982.90137 [1505] validation_0-mae:4089.76856 validation_1-mae:5982.54834 [1506] validation_0-mae:4088.53882 validation_1-mae:5982.47119 [1507] validation_0-mae:4087.44238 validation_1-mae:5982.50977 [1508] validation_0-mae:4085.98291 validation_1-mae:5982.16895 [1509] validation_0-mae:4085.36719 validation_1-mae:5982.47559 [1510] validation_0-mae:4084.96973 validation_1-mae:5982.55469 [1511] validation_0-mae:4084.29468 validation_1-mae:5982.43066 [1512] validation_0-mae:4083.40576 validation_1-mae:5982.23779 [1513] validation_0-mae:4082.52100 validation_1-mae:5982.04346 [1514] validation_0-mae:4081.27051 validation_1-mae:5981.77344 [1515] validation_0-mae:4080.68872 validation_1-mae:5981.71045 [1516] validation_0-mae:4079.55200 validation_1-mae:5981.92432 [1517] validation_0-mae:4078.85669 validation_1-mae:5981.43555 [1518] validation_0-mae:4077.27710 validation_1-mae:5981.33301 [1519] validation_0-mae:4076.42065 validation_1-mae:5981.52295 [1520] validation_0-mae:4074.74414 validation_1-mae:5981.95020 [1521] validation_0-mae:4073.53564 validation_1-mae:5982.34228 [1522] validation_0-mae:4072.92554 validation_1-mae:5982.45508 [1523] validation_0-mae:4072.03955 validation_1-mae:5982.61865 [1524] validation_0-mae:4071.11645 validation_1-mae:5982.44482 [1525] validation_0-mae:4070.17432 validation_1-mae:5982.50586 [1526] validation_0-mae:4069.08838 validation_1-mae:5982.57324 [1527] validation_0-mae:4068.39282 validation_1-mae:5982.96338 [1528] validation_0-mae:4067.95508 validation_1-mae:5982.98730 [1529] validation_0-mae:4067.26758 validation_1-mae:5982.83496 [1530] validation_0-mae:4066.45898 validation_1-mae:5982.71191 [1531] validation_0-mae:4065.21802 validation_1-mae:5982.35693 [1532] validation_0-mae:4064.47974 validation_1-mae:5982.34814 [1533] validation_0-mae:4064.08716 validation_1-mae:5982.27295 [1534] validation_0-mae:4063.52319 validation_1-mae:5982.09961 [1535] validation_0-mae:4062.81250 validation_1-mae:5982.09131 [1536] validation_0-mae:4062.42407 validation_1-mae:5982.09912 [1537] validation_0-mae:4061.66113 validation_1-mae:5982.47559 [1538] validation_0-mae:4061.19824 validation_1-mae:5982.71924 [1539] validation_0-mae:4060.61743 validation_1-mae:5982.76953 [1540] validation_0-mae:4060.45752 validation_1-mae:5982.88428 [1541] validation_0-mae:4059.69019 validation_1-mae:5983.29639 [1542] validation_0-mae:4058.74951 validation_1-mae:5983.39111 [1543] validation_0-mae:4057.98706 validation_1-mae:5983.64453 [1544] validation_0-mae:4057.12646 validation_1-mae:5983.54785 [1545] validation_0-mae:4057.11475 validation_1-mae:5983.55371 [1546] validation_0-mae:4057.09277 validation_1-mae:5983.56982 [1547] validation_0-mae:4056.25903 validation_1-mae:5983.37744 [1548] validation_0-mae:4056.00342 validation_1-mae:5983.25000 [1549] validation_0-mae:4055.15088 validation_1-mae:5983.33008 [1550] validation_0-mae:4054.26343 validation_1-mae:5983.45166 [1551] validation_0-mae:4053.23218 validation_1-mae:5983.58057 [1552] validation_0-mae:4051.62451 validation_1-mae:5983.19971 [1553] validation_0-mae:4050.14429 validation_1-mae:5982.66016 [1554] validation_0-mae:4049.69702 validation_1-mae:5982.49072 [1555] validation_0-mae:4048.49145 validation_1-mae:5982.68506 [1556] validation_0-mae:4047.54932 validation_1-mae:5982.79297 [1557] validation_0-mae:4046.81348 validation_1-mae:5982.60107 [1558] validation_0-mae:4044.94238 validation_1-mae:5983.12500 [1559] validation_0-mae:4044.31250 validation_1-mae:5982.85059 [1560] validation_0-mae:4043.75903 validation_1-mae:5982.88379 [1561] validation_0-mae:4042.03735 validation_1-mae:5983.36377 [1562] validation_0-mae:4041.10962 validation_1-mae:5983.20215 [1563] validation_0-mae:4040.08057 validation_1-mae:5983.44922 [1564] validation_0-mae:4037.71558 validation_1-mae:5983.35400 [1565] validation_0-mae:4037.15234 validation_1-mae:5983.43799 [1566] validation_0-mae:4036.04224 validation_1-mae:5983.19873 [1567] validation_0-mae:4034.77588 validation_1-mae:5983.48633 [1568] validation_0-mae:4033.44580 validation_1-mae:5983.40088 [1569] validation_0-mae:4032.77930 validation_1-mae:5983.10205 [1570] validation_0-mae:4032.01465 validation_1-mae:5983.36523 [1571] validation_0-mae:4030.66943 validation_1-mae:5983.63623 [1572] validation_0-mae:4029.44507 validation_1-mae:5984.27197 [1573] validation_0-mae:4028.61523 validation_1-mae:5984.70410 [1574] validation_0-mae:4027.37695 validation_1-mae:5983.76074 [1575] validation_0-mae:4026.16309 validation_1-mae:5984.43506 [1576] validation_0-mae:4025.40625 validation_1-mae:5984.83398 [1577] validation_0-mae:4024.52954 validation_1-mae:5985.03906 [1578] validation_0-mae:4023.85693 validation_1-mae:5985.00098 [1579] validation_0-mae:4022.28320 validation_1-mae:5984.89404 [1580] validation_0-mae:4021.79907 validation_1-mae:5985.09814 [1581] validation_0-mae:4021.29224 validation_1-mae:5985.53369 [1582] validation_0-mae:4019.46753 validation_1-mae:5984.07178 [1583] validation_0-mae:4019.14966 validation_1-mae:5984.01172 [1584] validation_0-mae:4018.34399 validation_1-mae:5984.15723 [1585] validation_0-mae:4017.21143 validation_1-mae:5984.91064 [1586] validation_0-mae:4016.75244 validation_1-mae:5985.23828 [1587] validation_0-mae:4015.62280 validation_1-mae:5985.21436 [1588] validation_0-mae:4015.02808 validation_1-mae:5985.05371 [1589] validation_0-mae:4014.22241 validation_1-mae:5984.75928 [1590] validation_0-mae:4013.14526 validation_1-mae:5984.95361 [1591] validation_0-mae:4012.55811 validation_1-mae:5984.47070 [1592] validation_0-mae:4011.64307 validation_1-mae:5984.50635 [1593] validation_0-mae:4010.73511 validation_1-mae:5984.42627 [1594] validation_0-mae:4010.14746 validation_1-mae:5984.38672 [1595] validation_0-mae:4009.14722 validation_1-mae:5984.23242 [1596] validation_0-mae:4008.53882 validation_1-mae:5984.26074 [1597] validation_0-mae:4007.68506 validation_1-mae:5984.79297 [1598] validation_0-mae:4007.19019 validation_1-mae:5984.75879 [1599] validation_0-mae:4006.54272 validation_1-mae:5984.60791 [1600] validation_0-mae:4005.64160 validation_1-mae:5984.60498 [1601] validation_0-mae:4004.56323 validation_1-mae:5984.70703 [1602] validation_0-mae:4003.41113 validation_1-mae:5984.49951 [1603] validation_0-mae:4002.00073 validation_1-mae:5984.01758 [1604] validation_0-mae:4000.87769 validation_1-mae:5983.61963 [1605] validation_0-mae:3999.90698 validation_1-mae:5983.79639 [1606] validation_0-mae:3999.42065 validation_1-mae:5983.72607 [1607] validation_0-mae:3998.96338 validation_1-mae:5983.72900 [1608] validation_0-mae:3998.19824 validation_1-mae:5983.50586 [1609] validation_0-mae:3997.88525 validation_1-mae:5983.66016 [1610] validation_0-mae:3997.20703 validation_1-mae:5983.95410 [1611] validation_0-mae:3996.55200 validation_1-mae:5983.83057 [1612] validation_0-mae:3996.00855 validation_1-mae:5983.89307 [1613] validation_0-mae:3995.36865 validation_1-mae:5983.66064 [1614] validation_0-mae:3993.77368 validation_1-mae:5983.08838 [1615] validation_0-mae:3992.64941 validation_1-mae:5982.81006 [1616] validation_0-mae:3991.35840 validation_1-mae:5982.77344 [1617] validation_0-mae:3990.73584 validation_1-mae:5983.02344 [1618] validation_0-mae:3990.18750 validation_1-mae:5983.10693 [1619] validation_0-mae:3989.71826 validation_1-mae:5983.03369 [1620] validation_0-mae:3988.89038 validation_1-mae:5982.96289 [1621] validation_0-mae:3988.31323 validation_1-mae:5982.94189 [1622] validation_0-mae:3987.58472 validation_1-mae:5983.02393 [1623] validation_0-mae:3986.92969 validation_1-mae:5982.75537 [1624] validation_0-mae:3986.32324 validation_1-mae:5982.78125 [1625] validation_0-mae:3985.55054 validation_1-mae:5982.55908 [1626] validation_0-mae:3984.81152 validation_1-mae:5982.56250 [1627] validation_0-mae:3983.44434 validation_1-mae:5982.24707 [1628] validation_0-mae:3982.74048 validation_1-mae:5982.61182 [1629] validation_0-mae:3981.89356 validation_1-mae:5982.77783 [1630] validation_0-mae:3981.32495 validation_1-mae:5982.61279 [1631] validation_0-mae:3980.97388 validation_1-mae:5982.44092 [1632] validation_0-mae:3980.76733 validation_1-mae:5982.60938 [1633] validation_0-mae:3980.03052 validation_1-mae:5982.67773 [1634] validation_0-mae:3979.70019 validation_1-mae:5982.72070 [1635] validation_0-mae:3979.02441 validation_1-mae:5982.56201 [1636] validation_0-mae:3978.17554 validation_1-mae:5982.66162 [1637] validation_0-mae:3977.74145 validation_1-mae:5982.74951 [1638] validation_0-mae:3976.48486 validation_1-mae:5982.63232 [1639] validation_0-mae:3975.66455 validation_1-mae:5982.83984 [1640] validation_0-mae:3974.42236 validation_1-mae:5982.22412 [1641] validation_0-mae:3974.11719 validation_1-mae:5982.38184 [1642] validation_0-mae:3973.38794 validation_1-mae:5981.96338 [1643] validation_0-mae:3972.49658 validation_1-mae:5981.79736 [1644] validation_0-mae:3970.82642 validation_1-mae:5980.60840 [1645] validation_0-mae:3970.11743 validation_1-mae:5980.71924 [1646] validation_0-mae:3969.15869 validation_1-mae:5980.48340 [1647] validation_0-mae:3968.72925 validation_1-mae:5980.08447 [1648] validation_0-mae:3967.30762 validation_1-mae:5979.90381 [1649] validation_0-mae:3965.75098 validation_1-mae:5979.54199 [1650] validation_0-mae:3964.54175 validation_1-mae:5979.47314 [1651] validation_0-mae:3963.54907 validation_1-mae:5979.44043 [1652] validation_0-mae:3962.96558 validation_1-mae:5979.38232 [1653] validation_0-mae:3961.97974 validation_1-mae:5979.54688 [1654] validation_0-mae:3960.96094 validation_1-mae:5979.76660 [1655] validation_0-mae:3959.86255 validation_1-mae:5979.50635 [1656] validation_0-mae:3959.05127 validation_1-mae:5979.73535 [1657] validation_0-mae:3958.23169 validation_1-mae:5980.15381 [1658] validation_0-mae:3957.81348 validation_1-mae:5980.12256 [1659] validation_0-mae:3957.16846 validation_1-mae:5980.61572 [1660] validation_0-mae:3956.70972 validation_1-mae:5980.69922 [1661] validation_0-mae:3956.01782 validation_1-mae:5980.96728 [1662] validation_0-mae:3955.66455 validation_1-mae:5980.96387 [1663] validation_0-mae:3955.11597 validation_1-mae:5980.92773 [1664] validation_0-mae:3954.37671 validation_1-mae:5981.18701 [1665] validation_0-mae:3952.64356 validation_1-mae:5980.61963 [1666] validation_0-mae:3951.72217 validation_1-mae:5980.53320 [1667] validation_0-mae:3951.10986 validation_1-mae:5980.80566 [1668] validation_0-mae:3950.19263 validation_1-mae:5981.02100 [1669] validation_0-mae:3949.16187 validation_1-mae:5981.62256 [1670] validation_0-mae:3948.28516 validation_1-mae:5981.21338 [1671] validation_0-mae:3947.49414 validation_1-mae:5981.80078 [1672] validation_0-mae:3946.22070 validation_1-mae:5982.40186 [1673] validation_0-mae:3944.80542 validation_1-mae:5982.36426 [1674] validation_0-mae:3943.42944 validation_1-mae:5981.78662 [1675] validation_0-mae:3942.61279 validation_1-mae:5981.74365 [1676] validation_0-mae:3941.94067 validation_1-mae:5981.48535 [1677] validation_0-mae:3941.14429 validation_1-mae:5981.25439 [1678] validation_0-mae:3940.42310 validation_1-mae:5980.86426 [1679] validation_0-mae:3939.87085 validation_1-mae:5980.97998 [1680] validation_0-mae:3939.22974 validation_1-mae:5980.92529 [1681] validation_0-mae:3938.82227 validation_1-mae:5980.90478 [1682] validation_0-mae:3938.19922 validation_1-mae:5981.11670 [1683] validation_0-mae:3937.45728 validation_1-mae:5980.87500 [1684] validation_0-mae:3937.06396 validation_1-mae:5980.91943 [1685] validation_0-mae:3936.57715 validation_1-mae:5980.89648 [1686] validation_0-mae:3936.42847 validation_1-mae:5980.93262 [1687] validation_0-mae:3935.98340 validation_1-mae:5980.84863 [1688] validation_0-mae:3935.14624 validation_1-mae:5980.95410 [1689] validation_0-mae:3934.34521 validation_1-mae:5980.67871 [1690] validation_0-mae:3933.42407 validation_1-mae:5980.80518 [1691] validation_0-mae:3933.03735 validation_1-mae:5980.75147 [1692] validation_0-mae:3932.32031 validation_1-mae:5980.43262 [1693] validation_0-mae:3931.73657 validation_1-mae:5980.30957 [1694] validation_0-mae:3930.73364 validation_1-mae:5980.20117 [1695] validation_0-mae:3929.20142 validation_1-mae:5979.55322 [1696] validation_0-mae:3928.59497 validation_1-mae:5980.16357 [1697] validation_0-mae:3928.04004 validation_1-mae:5980.34570 [1698] validation_0-mae:3927.13501 validation_1-mae:5980.36279 [1699] validation_0-mae:3926.31055 validation_1-mae:5980.56836 Dropping: okaz [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.14258 [13] validation_0-mae:9819.97461 validation_1-mae:9626.33984 [14] validation_0-mae:9418.90527 validation_1-mae:9235.68164 [15] validation_0-mae:9084.41894 validation_1-mae:8908.25391 [16] validation_0-mae:8802.76660 validation_1-mae:8636.84473 [17] validation_0-mae:8567.56836 validation_1-mae:8412.41309 [18] validation_0-mae:8374.73828 validation_1-mae:8224.23438 [19] validation_0-mae:8211.97070 validation_1-mae:8071.29590 [20] validation_0-mae:8069.25439 validation_1-mae:7940.15967 [21] validation_0-mae:7944.89600 validation_1-mae:7832.24023 [22] validation_0-mae:7846.75684 validation_1-mae:7745.81348 [23] validation_0-mae:7760.49268 validation_1-mae:7676.68457 [24] validation_0-mae:7676.77881 validation_1-mae:7598.33838 [25] validation_0-mae:7604.22461 validation_1-mae:7535.01807 [26] validation_0-mae:7548.76904 validation_1-mae:7488.23340 [27] validation_0-mae:7488.48926 validation_1-mae:7434.20312 [28] validation_0-mae:7439.25342 validation_1-mae:7393.11328 [29] validation_0-mae:7397.08154 validation_1-mae:7358.94043 [30] validation_0-mae:7361.37988 validation_1-mae:7328.47559 [31] validation_0-mae:7320.82324 validation_1-mae:7291.93555 [32] validation_0-mae:7292.41406 validation_1-mae:7274.46875 [33] validation_0-mae:7264.21289 validation_1-mae:7253.83887 [34] validation_0-mae:7233.89893 validation_1-mae:7233.88037 [35] validation_0-mae:7202.42920 validation_1-mae:7209.23633 [36] validation_0-mae:7185.20361 validation_1-mae:7195.82227 [37] validation_0-mae:7167.49853 validation_1-mae:7185.80615 [38] validation_0-mae:7142.06152 validation_1-mae:7164.30811 [39] validation_0-mae:7120.69287 validation_1-mae:7147.12109 [40] validation_0-mae:7102.86865 validation_1-mae:7136.75342 [41] validation_0-mae:7086.70312 validation_1-mae:7124.35889 [42] validation_0-mae:7069.58447 validation_1-mae:7113.61670 [43] validation_0-mae:7049.53027 validation_1-mae:7099.80713 [44] validation_0-mae:7037.13135 validation_1-mae:7089.12647 [45] validation_0-mae:7011.87891 validation_1-mae:7068.68408 [46] validation_0-mae:6988.43945 validation_1-mae:7048.88379 [47] validation_0-mae:6972.56152 validation_1-mae:7040.81641 [48] validation_0-mae:6947.87549 validation_1-mae:7022.34814 [49] validation_0-mae:6933.69238 validation_1-mae:7012.29785 [50] validation_0-mae:6915.77197 validation_1-mae:6999.36914 [51] validation_0-mae:6900.55615 validation_1-mae:6986.91992 [52] validation_0-mae:6889.27197 validation_1-mae:6981.20898 [53] validation_0-mae:6875.39160 validation_1-mae:6971.60156 [54] validation_0-mae:6865.36963 validation_1-mae:6967.35205 [55] validation_0-mae:6847.73633 validation_1-mae:6951.72217 [56] validation_0-mae:6831.06250 validation_1-mae:6937.29736 [57] validation_0-mae:6822.33252 validation_1-mae:6933.16455 [58] validation_0-mae:6810.88574 validation_1-mae:6922.67383 [59] validation_0-mae:6795.66113 validation_1-mae:6909.33252 [60] validation_0-mae:6783.38623 validation_1-mae:6898.84228 [61] validation_0-mae:6770.12353 validation_1-mae:6890.63037 [62] validation_0-mae:6758.69922 validation_1-mae:6880.94873 [63] validation_0-mae:6745.79736 validation_1-mae:6869.56445 [64] validation_0-mae:6735.05664 validation_1-mae:6862.12500 [65] validation_0-mae:6720.97022 validation_1-mae:6854.04395 [66] validation_0-mae:6707.59766 validation_1-mae:6844.00049 [67] validation_0-mae:6697.44971 validation_1-mae:6836.00732 [68] validation_0-mae:6681.71289 validation_1-mae:6823.27881 [69] validation_0-mae:6674.26904 validation_1-mae:6820.19922 [70] validation_0-mae:6661.05762 validation_1-mae:6810.76367 [71] validation_0-mae:6648.99853 validation_1-mae:6800.75439 [72] validation_0-mae:6638.93262 validation_1-mae:6793.55762 [73] validation_0-mae:6625.05029 validation_1-mae:6780.14746 [74] validation_0-mae:6616.62842 validation_1-mae:6775.70508 [75] validation_0-mae:6610.62012 validation_1-mae:6771.34473 [76] validation_0-mae:6603.80420 validation_1-mae:6765.18213 [77] validation_0-mae:6596.43213 validation_1-mae:6759.45166 [78] validation_0-mae:6586.54492 validation_1-mae:6752.52197 [79] validation_0-mae:6568.51367 validation_1-mae:6739.12256 [80] validation_0-mae:6559.98779 validation_1-mae:6730.79297 [81] validation_0-mae:6554.15430 validation_1-mae:6727.76660 [82] validation_0-mae:6549.21728 validation_1-mae:6724.90088 [83] validation_0-mae:6538.87939 validation_1-mae:6715.87305 [84] validation_0-mae:6527.83887 validation_1-mae:6708.45850 [85] validation_0-mae:6517.57812 validation_1-mae:6700.48975 [86] validation_0-mae:6507.20898 validation_1-mae:6691.37549 [87] validation_0-mae:6496.58496 validation_1-mae:6682.48242 [88] validation_0-mae:6488.78564 validation_1-mae:6676.75147 [89] validation_0-mae:6481.41064 validation_1-mae:6672.56592 [90] validation_0-mae:6472.61816 validation_1-mae:6666.17334 [91] validation_0-mae:6465.72559 validation_1-mae:6660.43555 [92] validation_0-mae:6457.99072 validation_1-mae:6656.90283 [93] validation_0-mae:6449.30420 validation_1-mae:6651.89502 [94] validation_0-mae:6443.05127 validation_1-mae:6649.00635 [95] validation_0-mae:6436.88770 validation_1-mae:6645.48633 [96] validation_0-mae:6431.30127 validation_1-mae:6641.69336 [97] validation_0-mae:6421.95117 validation_1-mae:6633.55420 [98] validation_0-mae:6415.32227 validation_1-mae:6628.07910 [99] validation_0-mae:6409.20508 validation_1-mae:6625.89258 [100] validation_0-mae:6402.18164 validation_1-mae:6621.06982 [101] validation_0-mae:6395.64062 validation_1-mae:6616.79492 [102] validation_0-mae:6386.35059 validation_1-mae:6610.55127 [103] validation_0-mae:6383.37207 validation_1-mae:6608.58789 [104] validation_0-mae:6376.18701 validation_1-mae:6604.08936 [105] validation_0-mae:6371.23145 validation_1-mae:6599.84326 [106] validation_0-mae:6366.01416 validation_1-mae:6595.99853 [107] validation_0-mae:6362.03662 validation_1-mae:6593.05664 [108] validation_0-mae:6357.27051 validation_1-mae:6591.24316 [109] validation_0-mae:6351.42041 validation_1-mae:6588.42773 [110] validation_0-mae:6345.65967 validation_1-mae:6587.67236 [111] validation_0-mae:6340.22461 validation_1-mae:6585.00147 [112] validation_0-mae:6336.21875 validation_1-mae:6582.82324 [113] validation_0-mae:6331.58691 validation_1-mae:6579.06201 [114] validation_0-mae:6325.55518 validation_1-mae:6575.31592 [115] validation_0-mae:6322.27832 validation_1-mae:6574.72266 [116] validation_0-mae:6313.49414 validation_1-mae:6569.37549 [117] validation_0-mae:6307.75928 validation_1-mae:6565.76416 [118] validation_0-mae:6303.22314 validation_1-mae:6562.45508 [119] validation_0-mae:6296.75488 validation_1-mae:6559.09717 [120] validation_0-mae:6291.29785 validation_1-mae:6555.31494 [121] validation_0-mae:6286.12305 validation_1-mae:6552.11475 [122] validation_0-mae:6281.76514 validation_1-mae:6547.54102 [123] validation_0-mae:6274.06885 validation_1-mae:6542.45703 [124] validation_0-mae:6266.91162 validation_1-mae:6537.40527 [125] validation_0-mae:6262.42334 validation_1-mae:6535.66797 [126] validation_0-mae:6254.80615 validation_1-mae:6528.98682 [127] validation_0-mae:6251.29541 validation_1-mae:6525.98340 [128] validation_0-mae:6244.00732 validation_1-mae:6520.91406 [129] validation_0-mae:6238.42822 validation_1-mae:6515.55762 [130] validation_0-mae:6234.45508 validation_1-mae:6513.18897 [131] validation_0-mae:6229.95605 validation_1-mae:6511.04980 [132] validation_0-mae:6224.12256 validation_1-mae:6507.24561 [133] validation_0-mae:6219.53076 validation_1-mae:6505.35449 [134] validation_0-mae:6217.04834 validation_1-mae:6504.68945 [135] validation_0-mae:6213.57373 validation_1-mae:6503.88330 [136] validation_0-mae:6211.14844 validation_1-mae:6503.27978 [137] validation_0-mae:6208.95996 validation_1-mae:6501.75147 [138] validation_0-mae:6199.95264 validation_1-mae:6494.93848 [139] validation_0-mae:6197.34180 validation_1-mae:6493.15772 [140] validation_0-mae:6192.12842 validation_1-mae:6489.43213 [141] validation_0-mae:6187.87012 validation_1-mae:6487.54395 [142] validation_0-mae:6182.85400 validation_1-mae:6483.60498 [143] validation_0-mae:6177.11523 validation_1-mae:6479.31397 [144] validation_0-mae:6173.47705 validation_1-mae:6478.51270 [145] validation_0-mae:6171.25879 validation_1-mae:6477.11182 [146] validation_0-mae:6169.37500 validation_1-mae:6476.33447 [147] validation_0-mae:6163.16357 validation_1-mae:6471.52783 [148] validation_0-mae:6158.18750 validation_1-mae:6469.60059 [149] validation_0-mae:6153.46484 validation_1-mae:6468.51270 [150] validation_0-mae:6149.71582 validation_1-mae:6467.40283 [151] validation_0-mae:6144.93457 validation_1-mae:6463.90723 [152] validation_0-mae:6140.60986 validation_1-mae:6462.04004 [153] validation_0-mae:6137.84375 validation_1-mae:6460.73926 [154] validation_0-mae:6133.39990 validation_1-mae:6457.76855 [155] validation_0-mae:6129.40625 validation_1-mae:6456.50098 [156] validation_0-mae:6125.04004 validation_1-mae:6455.27002 [157] validation_0-mae:6119.70361 validation_1-mae:6452.12402 [158] validation_0-mae:6114.27441 validation_1-mae:6450.05420 [159] validation_0-mae:6109.25537 validation_1-mae:6446.37109 [160] validation_0-mae:6107.06250 validation_1-mae:6445.46289 [161] validation_0-mae:6103.31397 validation_1-mae:6443.77051 [162] validation_0-mae:6097.13184 validation_1-mae:6443.04834 [163] validation_0-mae:6094.86377 validation_1-mae:6442.09277 [164] validation_0-mae:6090.86035 validation_1-mae:6439.27441 [165] validation_0-mae:6088.07129 validation_1-mae:6437.75439 [166] validation_0-mae:6079.93213 validation_1-mae:6432.94385 [167] validation_0-mae:6076.38428 validation_1-mae:6430.80371 [168] validation_0-mae:6073.15967 validation_1-mae:6428.80518 [169] validation_0-mae:6070.64551 validation_1-mae:6427.80469 [170] validation_0-mae:6070.16260 validation_1-mae:6428.03760 [171] validation_0-mae:6065.86377 validation_1-mae:6426.89746 [172] validation_0-mae:6063.01807 validation_1-mae:6424.50635 [173] validation_0-mae:6058.99561 validation_1-mae:6422.98926 [174] validation_0-mae:6053.41357 validation_1-mae:6420.88965 [175] validation_0-mae:6049.00342 validation_1-mae:6420.00439 [176] validation_0-mae:6042.84619 validation_1-mae:6415.68213 [177] validation_0-mae:6038.98535 validation_1-mae:6413.27686 [178] validation_0-mae:6033.67773 validation_1-mae:6409.79980 [179] validation_0-mae:6031.84912 validation_1-mae:6409.00977 [180] validation_0-mae:6030.38574 validation_1-mae:6408.13672 [181] validation_0-mae:6025.37891 validation_1-mae:6404.51270 [182] validation_0-mae:6021.49316 validation_1-mae:6402.57275 [183] validation_0-mae:6017.27295 validation_1-mae:6400.18359 [184] validation_0-mae:6013.07959 validation_1-mae:6397.44824 [185] validation_0-mae:6009.75879 validation_1-mae:6395.92871 [186] validation_0-mae:6007.64893 validation_1-mae:6395.09766 [187] validation_0-mae:6005.65772 validation_1-mae:6395.56982 [188] validation_0-mae:6002.33545 validation_1-mae:6393.92480 [189] validation_0-mae:5999.87061 validation_1-mae:6392.95166 [190] validation_0-mae:5998.13428 validation_1-mae:6391.78613 [191] validation_0-mae:5993.16895 validation_1-mae:6388.04639 [192] validation_0-mae:5991.45166 validation_1-mae:6387.50977 [193] validation_0-mae:5987.86230 validation_1-mae:6385.59863 [194] validation_0-mae:5984.92188 validation_1-mae:6384.26465 [195] validation_0-mae:5981.67773 validation_1-mae:6381.73779 [196] validation_0-mae:5978.10889 validation_1-mae:6380.60156 [197] validation_0-mae:5975.44189 validation_1-mae:6379.58350 [198] validation_0-mae:5972.00830 validation_1-mae:6378.41211 [199] validation_0-mae:5970.35449 validation_1-mae:6377.65381 [200] validation_0-mae:5967.14307 validation_1-mae:6375.69727 [201] validation_0-mae:5964.36182 validation_1-mae:6375.72607 [202] validation_0-mae:5960.65381 validation_1-mae:6374.80029 [203] validation_0-mae:5957.80469 validation_1-mae:6373.54590 [204] validation_0-mae:5955.88281 validation_1-mae:6372.82324 [205] validation_0-mae:5953.40625 validation_1-mae:6371.88965 [206] validation_0-mae:5950.13428 validation_1-mae:6369.95459 [207] validation_0-mae:5946.28809 validation_1-mae:6367.87891 [208] validation_0-mae:5944.29932 validation_1-mae:6367.19385 [209] validation_0-mae:5939.64941 validation_1-mae:6362.59375 [210] validation_0-mae:5936.99561 validation_1-mae:6363.60547 [211] validation_0-mae:5935.22705 validation_1-mae:6363.35693 [212] validation_0-mae:5930.07129 validation_1-mae:6361.23145 [213] validation_0-mae:5928.54541 validation_1-mae:6360.18115 [214] validation_0-mae:5924.63477 validation_1-mae:6358.31445 [215] validation_0-mae:5921.69336 validation_1-mae:6357.17871 [216] validation_0-mae:5919.74756 validation_1-mae:6356.64844 [217] validation_0-mae:5915.66211 validation_1-mae:6355.01709 [218] validation_0-mae:5911.35645 validation_1-mae:6353.25928 [219] validation_0-mae:5904.09082 validation_1-mae:6349.20410 [220] validation_0-mae:5901.44824 validation_1-mae:6348.20068 [221] validation_0-mae:5897.97412 validation_1-mae:6346.37842 [222] validation_0-mae:5896.90332 validation_1-mae:6346.10791 [223] validation_0-mae:5895.34668 validation_1-mae:6345.25879 [224] validation_0-mae:5893.56787 validation_1-mae:6344.77930 [225] validation_0-mae:5890.22412 validation_1-mae:6344.68262 [226] validation_0-mae:5888.22314 validation_1-mae:6343.73877 [227] validation_0-mae:5885.15576 validation_1-mae:6342.97412 [228] validation_0-mae:5882.09180 validation_1-mae:6341.39062 [229] validation_0-mae:5879.54932 validation_1-mae:6340.81055 [230] validation_0-mae:5875.36621 validation_1-mae:6338.03174 [231] validation_0-mae:5872.79248 validation_1-mae:6337.74072 [232] validation_0-mae:5870.21875 validation_1-mae:6336.93799 [233] validation_0-mae:5868.23047 validation_1-mae:6335.62598 [234] validation_0-mae:5864.26758 validation_1-mae:6332.86963 [235] validation_0-mae:5862.15674 validation_1-mae:6331.22607 [236] validation_0-mae:5858.18506 validation_1-mae:6329.04736 [237] validation_0-mae:5855.31787 validation_1-mae:6327.69922 [238] validation_0-mae:5853.22119 validation_1-mae:6327.27393 [239] validation_0-mae:5850.25244 validation_1-mae:6326.73877 [240] validation_0-mae:5849.05029 validation_1-mae:6326.68506 [241] validation_0-mae:5845.09180 validation_1-mae:6325.84473 [242] validation_0-mae:5842.40088 validation_1-mae:6325.22119 [243] validation_0-mae:5841.10449 validation_1-mae:6325.43262 [244] validation_0-mae:5838.69922 validation_1-mae:6324.62793 [245] validation_0-mae:5837.73584 validation_1-mae:6324.53418 [246] validation_0-mae:5835.18603 validation_1-mae:6324.50244 [247] validation_0-mae:5833.39600 validation_1-mae:6324.32812 [248] validation_0-mae:5829.34863 validation_1-mae:6322.28662 [249] validation_0-mae:5825.58594 validation_1-mae:6319.49170 [250] validation_0-mae:5822.75830 validation_1-mae:6319.01904 [251] validation_0-mae:5820.27051 validation_1-mae:6318.87744 [252] validation_0-mae:5818.15967 validation_1-mae:6318.64258 [253] validation_0-mae:5817.75537 validation_1-mae:6318.23438 [254] validation_0-mae:5815.04932 validation_1-mae:6316.27588 [255] validation_0-mae:5811.46875 validation_1-mae:6316.17773 [256] validation_0-mae:5808.04834 validation_1-mae:6314.00098 [257] validation_0-mae:5797.48828 validation_1-mae:6308.77344 [258] validation_0-mae:5792.87305 validation_1-mae:6306.58447 [259] validation_0-mae:5790.41699 validation_1-mae:6306.31152 [260] validation_0-mae:5787.41699 validation_1-mae:6306.37500 [261] validation_0-mae:5783.66699 validation_1-mae:6304.67432 [262] validation_0-mae:5782.05273 validation_1-mae:6304.39502 [263] validation_0-mae:5780.15772 validation_1-mae:6303.51465 [264] validation_0-mae:5777.34277 validation_1-mae:6303.08740 [265] validation_0-mae:5776.42090 validation_1-mae:6303.17676 [266] validation_0-mae:5773.42041 validation_1-mae:6301.96875 [267] validation_0-mae:5771.72949 validation_1-mae:6301.44971 [268] validation_0-mae:5769.25147 validation_1-mae:6300.26562 [269] validation_0-mae:5764.31738 validation_1-mae:6296.89648 [270] validation_0-mae:5763.65381 validation_1-mae:6296.81445 [271] validation_0-mae:5758.05225 validation_1-mae:6293.81494 [272] validation_0-mae:5755.30859 validation_1-mae:6292.53613 [273] validation_0-mae:5750.38916 validation_1-mae:6291.45166 [274] validation_0-mae:5746.89502 validation_1-mae:6289.56885 [275] validation_0-mae:5742.73340 validation_1-mae:6287.29883 [276] validation_0-mae:5740.71680 validation_1-mae:6286.86768 [277] validation_0-mae:5737.49072 validation_1-mae:6284.01514 [278] validation_0-mae:5734.64648 validation_1-mae:6283.85742 [279] validation_0-mae:5733.52148 validation_1-mae:6283.77588 [280] validation_0-mae:5730.33643 validation_1-mae:6282.51611 [281] validation_0-mae:5729.24561 validation_1-mae:6282.32715 [282] validation_0-mae:5728.78174 validation_1-mae:6281.88477 [283] validation_0-mae:5722.22363 validation_1-mae:6278.13867 [284] validation_0-mae:5715.48779 validation_1-mae:6272.30225 [285] validation_0-mae:5712.86865 validation_1-mae:6271.86328 [286] validation_0-mae:5711.62451 validation_1-mae:6270.80566 [287] validation_0-mae:5709.27539 validation_1-mae:6269.89648 [288] validation_0-mae:5707.12256 validation_1-mae:6270.69141 [289] validation_0-mae:5705.35449 validation_1-mae:6270.30664 [290] validation_0-mae:5702.41504 validation_1-mae:6268.27100 [291] validation_0-mae:5699.01953 validation_1-mae:6266.65527 [292] validation_0-mae:5697.28516 validation_1-mae:6266.21826 [293] validation_0-mae:5694.14941 validation_1-mae:6264.96094 [294] validation_0-mae:5692.76318 validation_1-mae:6264.35547 [295] validation_0-mae:5690.52051 validation_1-mae:6263.72412 [296] validation_0-mae:5688.92188 validation_1-mae:6262.85547 [297] validation_0-mae:5688.06055 validation_1-mae:6262.44531 [298] validation_0-mae:5684.98535 validation_1-mae:6261.00342 [299] validation_0-mae:5683.31592 validation_1-mae:6260.67578 [300] validation_0-mae:5680.97998 validation_1-mae:6260.37353 [301] validation_0-mae:5677.55176 validation_1-mae:6258.44873 [302] validation_0-mae:5673.85889 validation_1-mae:6256.37549 [303] validation_0-mae:5669.50830 validation_1-mae:6254.15674 [304] validation_0-mae:5667.01611 validation_1-mae:6254.50732 [305] validation_0-mae:5664.89404 validation_1-mae:6254.18701 [306] validation_0-mae:5662.94775 validation_1-mae:6252.72949 [307] validation_0-mae:5661.08936 validation_1-mae:6252.78223 [308] validation_0-mae:5659.12939 validation_1-mae:6252.41357 [309] validation_0-mae:5657.50977 validation_1-mae:6252.47705 [310] validation_0-mae:5655.79150 validation_1-mae:6252.20264 [311] validation_0-mae:5654.74414 validation_1-mae:6252.62744 [312] validation_0-mae:5651.19971 validation_1-mae:6250.32178 [313] validation_0-mae:5648.04443 validation_1-mae:6248.58301 [314] validation_0-mae:5645.90967 validation_1-mae:6248.93262 [315] validation_0-mae:5641.40381 validation_1-mae:6247.63477 [316] validation_0-mae:5638.56982 validation_1-mae:6246.96582 [317] validation_0-mae:5635.40478 validation_1-mae:6245.95654 [318] validation_0-mae:5632.88086 validation_1-mae:6245.73145 [319] validation_0-mae:5629.06885 validation_1-mae:6243.80420 [320] validation_0-mae:5626.59961 validation_1-mae:6242.81885 [321] validation_0-mae:5625.07959 validation_1-mae:6242.46045 [322] validation_0-mae:5623.30176 validation_1-mae:6242.20557 [323] validation_0-mae:5622.54346 validation_1-mae:6242.09668 [324] validation_0-mae:5617.20410 validation_1-mae:6238.21045 [325] validation_0-mae:5616.31299 validation_1-mae:6238.39697 [326] validation_0-mae:5614.15820 validation_1-mae:6238.67480 [327] validation_0-mae:5611.67383 validation_1-mae:6237.84522 [328] validation_0-mae:5611.34717 validation_1-mae:6237.96582 [329] validation_0-mae:5609.43115 validation_1-mae:6237.51367 [330] validation_0-mae:5605.42285 validation_1-mae:6235.86182 [331] validation_0-mae:5602.23682 validation_1-mae:6234.93262 [332] validation_0-mae:5599.98682 validation_1-mae:6232.96484 [333] validation_0-mae:5598.24268 validation_1-mae:6232.03564 [334] validation_0-mae:5596.39893 validation_1-mae:6232.67822 [335] validation_0-mae:5594.71484 validation_1-mae:6233.02490 [336] validation_0-mae:5590.23291 validation_1-mae:6230.83984 [337] validation_0-mae:5586.46094 validation_1-mae:6229.32959 [338] validation_0-mae:5584.13818 validation_1-mae:6228.39746 [339] validation_0-mae:5582.98877 validation_1-mae:6228.02539 [340] validation_0-mae:5577.49658 validation_1-mae:6225.22266 [341] validation_0-mae:5573.31201 validation_1-mae:6222.66211 [342] validation_0-mae:5571.57617 validation_1-mae:6222.25439 [343] validation_0-mae:5566.41455 validation_1-mae:6219.43457 [344] validation_0-mae:5564.83887 validation_1-mae:6218.68603 [345] validation_0-mae:5563.97119 validation_1-mae:6218.82812 [346] validation_0-mae:5561.78809 validation_1-mae:6217.85010 [347] validation_0-mae:5559.75195 validation_1-mae:6217.63721 [348] validation_0-mae:5556.92871 validation_1-mae:6215.96387 [349] validation_0-mae:5551.83301 validation_1-mae:6213.39404 [350] validation_0-mae:5548.03272 validation_1-mae:6211.83936 [351] validation_0-mae:5544.81445 validation_1-mae:6210.85303 [352] validation_0-mae:5541.65527 validation_1-mae:6209.49951 [353] validation_0-mae:5540.80371 validation_1-mae:6209.27441 [354] validation_0-mae:5538.97754 validation_1-mae:6208.40478 [355] validation_0-mae:5537.80078 validation_1-mae:6208.11768 [356] validation_0-mae:5536.25293 validation_1-mae:6208.47314 [357] validation_0-mae:5534.29736 validation_1-mae:6208.45850 [358] validation_0-mae:5533.39111 validation_1-mae:6208.21582 [359] validation_0-mae:5532.02246 validation_1-mae:6206.51270 [360] validation_0-mae:5529.86768 validation_1-mae:6206.55566 [361] validation_0-mae:5527.16211 validation_1-mae:6205.58447 [362] validation_0-mae:5525.53272 validation_1-mae:6204.12353 [363] validation_0-mae:5523.45166 validation_1-mae:6203.47217 [364] validation_0-mae:5521.42920 validation_1-mae:6203.15576 [365] validation_0-mae:5519.49512 validation_1-mae:6203.14795 [366] validation_0-mae:5518.73291 validation_1-mae:6203.19580 [367] validation_0-mae:5517.26855 validation_1-mae:6202.36084 [368] validation_0-mae:5515.78418 validation_1-mae:6201.32080 [369] validation_0-mae:5513.37647 validation_1-mae:6200.15723 [370] validation_0-mae:5511.93213 validation_1-mae:6199.56836 [371] validation_0-mae:5509.68115 validation_1-mae:6199.09326 [372] validation_0-mae:5508.40674 validation_1-mae:6198.58643 [373] validation_0-mae:5508.00147 validation_1-mae:6198.45459 [374] validation_0-mae:5505.94922 validation_1-mae:6198.53809 [375] validation_0-mae:5504.96045 validation_1-mae:6198.36279 [376] validation_0-mae:5501.82129 validation_1-mae:6195.76416 [377] validation_0-mae:5498.74170 validation_1-mae:6195.48828 [378] validation_0-mae:5494.51318 validation_1-mae:6195.12744 [379] validation_0-mae:5492.52686 validation_1-mae:6194.64258 [380] validation_0-mae:5490.62109 validation_1-mae:6193.40332 [381] validation_0-mae:5489.51514 validation_1-mae:6193.39648 [382] validation_0-mae:5486.39990 validation_1-mae:6193.08496 [383] validation_0-mae:5484.20312 validation_1-mae:6193.18750 [384] validation_0-mae:5481.37402 validation_1-mae:6192.68848 [385] validation_0-mae:5479.29150 validation_1-mae:6192.35938 [386] validation_0-mae:5477.56494 validation_1-mae:6192.71533 [387] validation_0-mae:5476.37744 validation_1-mae:6192.14893 [388] validation_0-mae:5475.03955 validation_1-mae:6191.67676 [389] validation_0-mae:5472.77051 validation_1-mae:6191.33691 [390] validation_0-mae:5469.96191 validation_1-mae:6189.96631 [391] validation_0-mae:5468.22607 validation_1-mae:6189.81348 [392] validation_0-mae:5467.28125 validation_1-mae:6189.57617 [393] validation_0-mae:5466.31055 validation_1-mae:6189.04248 [394] validation_0-mae:5465.01074 validation_1-mae:6188.73584 [395] validation_0-mae:5463.04443 validation_1-mae:6188.35352 [396] validation_0-mae:5460.26758 validation_1-mae:6188.04102 [397] validation_0-mae:5458.17432 validation_1-mae:6187.93408 [398] validation_0-mae:5457.14258 validation_1-mae:6187.21387 [399] validation_0-mae:5456.02930 validation_1-mae:6186.90820 [400] validation_0-mae:5452.19971 validation_1-mae:6186.02881 [401] validation_0-mae:5450.22217 validation_1-mae:6185.71191 [402] validation_0-mae:5448.99658 validation_1-mae:6185.91357 [403] validation_0-mae:5445.92139 validation_1-mae:6185.83057 [404] validation_0-mae:5443.89746 validation_1-mae:6185.79004 [405] validation_0-mae:5442.77100 validation_1-mae:6185.56201 [406] validation_0-mae:5441.53516 validation_1-mae:6184.85303 [407] validation_0-mae:5440.74561 validation_1-mae:6183.80566 [408] validation_0-mae:5437.24219 validation_1-mae:6183.94482 [409] validation_0-mae:5434.20703 validation_1-mae:6182.53857 [410] validation_0-mae:5433.40332 validation_1-mae:6182.42822 [411] validation_0-mae:5432.94678 validation_1-mae:6182.61865 [412] validation_0-mae:5430.60791 validation_1-mae:6181.92041 [413] validation_0-mae:5428.92285 validation_1-mae:6180.87061 [414] validation_0-mae:5427.41064 validation_1-mae:6181.18848 [415] validation_0-mae:5426.19824 validation_1-mae:6180.83545 [416] validation_0-mae:5424.52539 validation_1-mae:6179.92822 [417] validation_0-mae:5422.96631 validation_1-mae:6179.12256 [418] validation_0-mae:5421.05713 validation_1-mae:6179.12500 [419] validation_0-mae:5418.44189 validation_1-mae:6177.65967 [420] validation_0-mae:5416.48535 validation_1-mae:6176.91162 [421] validation_0-mae:5415.02783 validation_1-mae:6176.35059 [422] validation_0-mae:5414.18555 validation_1-mae:6176.05566 [423] validation_0-mae:5412.18799 validation_1-mae:6175.95117 [424] validation_0-mae:5410.10938 validation_1-mae:6175.15039 [425] validation_0-mae:5408.90820 validation_1-mae:6174.50439 [426] validation_0-mae:5408.30322 validation_1-mae:6174.27783 [427] validation_0-mae:5406.95898 validation_1-mae:6173.92871 [428] validation_0-mae:5405.93457 validation_1-mae:6173.57178 [429] validation_0-mae:5404.70361 validation_1-mae:6173.53174 [430] validation_0-mae:5400.58789 validation_1-mae:6171.63232 [431] validation_0-mae:5399.48096 validation_1-mae:6171.65283 [432] validation_0-mae:5397.70850 validation_1-mae:6171.15772 [433] validation_0-mae:5395.75977 validation_1-mae:6171.37891 [434] validation_0-mae:5392.41699 validation_1-mae:6168.89795 [435] validation_0-mae:5391.56055 validation_1-mae:6168.60254 [436] validation_0-mae:5388.60742 validation_1-mae:6167.36523 [437] validation_0-mae:5388.05371 validation_1-mae:6167.59375 [438] validation_0-mae:5386.32324 validation_1-mae:6166.92432 [439] validation_0-mae:5384.69971 validation_1-mae:6166.73340 [440] validation_0-mae:5382.94385 validation_1-mae:6165.92529 [441] validation_0-mae:5380.93506 validation_1-mae:6165.87598 [442] validation_0-mae:5379.55518 validation_1-mae:6165.72998 [443] validation_0-mae:5376.26514 validation_1-mae:6164.68018 [444] validation_0-mae:5374.73438 validation_1-mae:6164.15772 [445] validation_0-mae:5373.39893 validation_1-mae:6163.86768 [446] validation_0-mae:5371.28320 validation_1-mae:6163.74805 [447] validation_0-mae:5370.25439 validation_1-mae:6163.64697 [448] validation_0-mae:5370.18359 validation_1-mae:6163.86865 [449] validation_0-mae:5369.22510 validation_1-mae:6163.33057 [450] validation_0-mae:5367.29541 validation_1-mae:6163.64404 [451] validation_0-mae:5366.05713 validation_1-mae:6163.92432 [452] validation_0-mae:5363.45361 validation_1-mae:6163.61816 [453] validation_0-mae:5361.95605 validation_1-mae:6163.78223 [454] validation_0-mae:5358.45020 validation_1-mae:6162.53809 [455] validation_0-mae:5357.54492 validation_1-mae:6162.21240 [456] validation_0-mae:5356.71338 validation_1-mae:6161.80469 [457] validation_0-mae:5355.11523 validation_1-mae:6161.02295 [458] validation_0-mae:5354.02100 validation_1-mae:6161.14844 [459] validation_0-mae:5351.95166 validation_1-mae:6160.71387 [460] validation_0-mae:5350.85449 validation_1-mae:6160.32422 [461] validation_0-mae:5346.31445 validation_1-mae:6157.93262 [462] validation_0-mae:5344.98926 validation_1-mae:6158.18652 [463] validation_0-mae:5343.11914 validation_1-mae:6157.51953 [464] validation_0-mae:5341.38330 validation_1-mae:6157.41504 [465] validation_0-mae:5340.30811 validation_1-mae:6156.72852 [466] validation_0-mae:5338.91016 validation_1-mae:6156.68018 [467] validation_0-mae:5337.60498 validation_1-mae:6156.59424 [468] validation_0-mae:5335.49414 validation_1-mae:6155.31738 [469] validation_0-mae:5333.98584 validation_1-mae:6154.76416 [470] validation_0-mae:5331.93018 validation_1-mae:6153.92139 [471] validation_0-mae:5330.10840 validation_1-mae:6153.49805 [472] validation_0-mae:5327.06885 validation_1-mae:6153.58740 [473] validation_0-mae:5324.82422 validation_1-mae:6152.81787 [474] validation_0-mae:5323.53467 validation_1-mae:6153.04736 [475] validation_0-mae:5321.54199 validation_1-mae:6152.40967 [476] validation_0-mae:5321.10596 validation_1-mae:6152.36768 [477] validation_0-mae:5320.64160 validation_1-mae:6152.29102 [478] validation_0-mae:5318.37939 validation_1-mae:6151.40869 [479] validation_0-mae:5317.31250 validation_1-mae:6151.13428 [480] validation_0-mae:5315.70898 validation_1-mae:6150.09668 [481] validation_0-mae:5313.95361 validation_1-mae:6149.24805 [482] validation_0-mae:5312.12012 validation_1-mae:6148.61523 [483] validation_0-mae:5309.87256 validation_1-mae:6147.51172 [484] validation_0-mae:5306.84082 validation_1-mae:6145.24951 [485] validation_0-mae:5304.00586 validation_1-mae:6143.86328 [486] validation_0-mae:5301.57178 validation_1-mae:6142.70508 [487] validation_0-mae:5300.11133 validation_1-mae:6142.83154 [488] validation_0-mae:5296.82715 validation_1-mae:6141.43408 [489] validation_0-mae:5293.02832 validation_1-mae:6139.84424 [490] validation_0-mae:5290.67529 validation_1-mae:6140.31641 [491] validation_0-mae:5288.12451 validation_1-mae:6139.06250 [492] validation_0-mae:5286.74365 validation_1-mae:6138.33936 [493] validation_0-mae:5285.26709 validation_1-mae:6138.27344 [494] validation_0-mae:5283.88672 validation_1-mae:6137.89600 [495] validation_0-mae:5283.06006 validation_1-mae:6137.97266 [496] validation_0-mae:5280.65478 validation_1-mae:6136.86279 [497] validation_0-mae:5278.60107 validation_1-mae:6135.58252 [498] validation_0-mae:5275.64795 validation_1-mae:6134.55957 [499] validation_0-mae:5274.52441 validation_1-mae:6134.41895 [500] validation_0-mae:5272.64062 validation_1-mae:6133.53760 [501] validation_0-mae:5270.73340 validation_1-mae:6133.29639 [502] validation_0-mae:5268.07275 validation_1-mae:6133.44678 [503] validation_0-mae:5267.13818 validation_1-mae:6133.43994 [504] validation_0-mae:5266.54102 validation_1-mae:6133.29492 [505] validation_0-mae:5263.51514 validation_1-mae:6133.45068 [506] validation_0-mae:5261.13721 validation_1-mae:6133.22998 [507] validation_0-mae:5260.07715 validation_1-mae:6133.32324 [508] validation_0-mae:5258.65869 validation_1-mae:6133.13184 [509] validation_0-mae:5257.60205 validation_1-mae:6133.24023 [510] validation_0-mae:5255.65039 validation_1-mae:6132.29102 [511] validation_0-mae:5253.63184 validation_1-mae:6131.73145 [512] validation_0-mae:5250.61377 validation_1-mae:6129.65869 [513] validation_0-mae:5248.60791 validation_1-mae:6128.60107 [514] validation_0-mae:5247.67383 validation_1-mae:6128.51123 [515] validation_0-mae:5245.01025 validation_1-mae:6127.37891 [516] validation_0-mae:5244.90430 validation_1-mae:6127.44922 [517] validation_0-mae:5243.42480 validation_1-mae:6127.55957 [518] validation_0-mae:5241.86914 validation_1-mae:6126.89941 [519] validation_0-mae:5240.28320 validation_1-mae:6125.83594 [520] validation_0-mae:5237.97510 validation_1-mae:6125.39014 [521] validation_0-mae:5235.00635 validation_1-mae:6123.70312 [522] validation_0-mae:5231.87451 validation_1-mae:6122.63086 [523] validation_0-mae:5229.87939 validation_1-mae:6122.11035 [524] validation_0-mae:5228.68750 validation_1-mae:6121.52490 [525] validation_0-mae:5226.56055 validation_1-mae:6120.74512 [526] validation_0-mae:5225.22900 validation_1-mae:6120.96826 [527] validation_0-mae:5222.01270 validation_1-mae:6119.57568 [528] validation_0-mae:5220.75488 validation_1-mae:6119.15625 [529] validation_0-mae:5219.74756 validation_1-mae:6118.57764 [530] validation_0-mae:5219.33838 validation_1-mae:6118.56103 [531] validation_0-mae:5216.89941 validation_1-mae:6118.21680 [532] validation_0-mae:5215.32373 validation_1-mae:6118.62305 [533] validation_0-mae:5212.80273 validation_1-mae:6117.49853 [534] validation_0-mae:5211.47754 validation_1-mae:6117.34131 [535] validation_0-mae:5208.04053 validation_1-mae:6116.73242 [536] validation_0-mae:5207.30908 validation_1-mae:6116.42969 [537] validation_0-mae:5206.76221 validation_1-mae:6115.55957 [538] validation_0-mae:5205.51025 validation_1-mae:6115.06543 [539] validation_0-mae:5201.83496 validation_1-mae:6114.47998 [540] validation_0-mae:5199.55713 validation_1-mae:6113.95020 [541] validation_0-mae:5197.66943 validation_1-mae:6112.45410 [542] validation_0-mae:5196.25098 validation_1-mae:6112.04736 [543] validation_0-mae:5195.43164 validation_1-mae:6111.77344 [544] validation_0-mae:5194.85156 validation_1-mae:6111.49853 [545] validation_0-mae:5193.33594 validation_1-mae:6110.43750 [546] validation_0-mae:5191.00098 validation_1-mae:6109.49805 [547] validation_0-mae:5189.43018 validation_1-mae:6109.78027 [548] validation_0-mae:5188.22754 validation_1-mae:6109.40137 [549] validation_0-mae:5186.97363 validation_1-mae:6109.05127 [550] validation_0-mae:5185.96631 validation_1-mae:6108.78125 [551] validation_0-mae:5185.12158 validation_1-mae:6108.69434 [552] validation_0-mae:5182.67236 validation_1-mae:6106.77832 [553] validation_0-mae:5179.58545 validation_1-mae:6105.46240 [554] validation_0-mae:5178.16846 validation_1-mae:6105.34766 [555] validation_0-mae:5177.12109 validation_1-mae:6105.54150 [556] validation_0-mae:5173.58887 validation_1-mae:6104.04199 [557] validation_0-mae:5171.78613 validation_1-mae:6104.90869 [558] validation_0-mae:5170.19189 validation_1-mae:6105.13428 [559] validation_0-mae:5167.98193 validation_1-mae:6104.31445 [560] validation_0-mae:5166.74268 validation_1-mae:6103.99756 [561] validation_0-mae:5166.27344 validation_1-mae:6104.11768 [562] validation_0-mae:5163.95264 validation_1-mae:6104.59668 [563] validation_0-mae:5163.87695 validation_1-mae:6104.55664 [564] validation_0-mae:5163.31152 validation_1-mae:6104.23096 [565] validation_0-mae:5159.57812 validation_1-mae:6102.88867 [566] validation_0-mae:5157.47266 validation_1-mae:6103.03711 [567] validation_0-mae:5155.97168 validation_1-mae:6102.42578 [568] validation_0-mae:5153.92969 validation_1-mae:6102.54590 [569] validation_0-mae:5151.73926 validation_1-mae:6103.08203 [570] validation_0-mae:5151.19385 validation_1-mae:6103.05420 [571] validation_0-mae:5149.38184 validation_1-mae:6103.35498 [572] validation_0-mae:5146.45166 validation_1-mae:6101.93408 [573] validation_0-mae:5144.93945 validation_1-mae:6102.24316 [574] validation_0-mae:5144.37158 validation_1-mae:6102.80273 [575] validation_0-mae:5142.36328 validation_1-mae:6101.64941 [576] validation_0-mae:5140.53418 validation_1-mae:6101.89600 [577] validation_0-mae:5139.91064 validation_1-mae:6101.59473 [578] validation_0-mae:5137.60010 validation_1-mae:6100.74512 [579] validation_0-mae:5135.71680 validation_1-mae:6100.36084 [580] validation_0-mae:5134.39697 validation_1-mae:6100.57471 [581] validation_0-mae:5131.99609 validation_1-mae:6100.61182 [582] validation_0-mae:5129.15674 validation_1-mae:6099.03955 [583] validation_0-mae:5127.33252 validation_1-mae:6098.40430 [584] validation_0-mae:5123.71484 validation_1-mae:6097.73193 [585] validation_0-mae:5122.75781 validation_1-mae:6098.05566 [586] validation_0-mae:5121.64258 validation_1-mae:6098.24463 [587] validation_0-mae:5121.52930 validation_1-mae:6098.24023 [588] validation_0-mae:5120.65283 validation_1-mae:6097.72998 [589] validation_0-mae:5119.38330 validation_1-mae:6098.12500 [590] validation_0-mae:5118.50147 validation_1-mae:6097.74756 [591] validation_0-mae:5114.40283 validation_1-mae:6097.50635 [592] validation_0-mae:5112.33838 validation_1-mae:6096.87842 [593] validation_0-mae:5110.82227 validation_1-mae:6096.34326 [594] validation_0-mae:5109.27148 validation_1-mae:6095.96728 [595] validation_0-mae:5107.98096 validation_1-mae:6095.63672 [596] validation_0-mae:5107.14941 validation_1-mae:6095.98389 [597] validation_0-mae:5106.24121 validation_1-mae:6095.32227 [598] validation_0-mae:5104.29150 validation_1-mae:6094.48193 [599] validation_0-mae:5102.89209 validation_1-mae:6093.72559 [600] validation_0-mae:5101.72314 validation_1-mae:6094.02539 [601] validation_0-mae:5099.74609 validation_1-mae:6093.89111 [602] validation_0-mae:5098.17529 validation_1-mae:6094.09814 [603] validation_0-mae:5096.31738 validation_1-mae:6094.11377 [604] validation_0-mae:5095.45850 validation_1-mae:6093.70117 [605] validation_0-mae:5094.60400 validation_1-mae:6093.55566 [606] validation_0-mae:5094.51709 validation_1-mae:6093.60303 [607] validation_0-mae:5093.71143 validation_1-mae:6093.11670 [608] validation_0-mae:5092.61230 validation_1-mae:6093.11377 [609] validation_0-mae:5091.32764 validation_1-mae:6093.24658 [610] validation_0-mae:5090.16260 validation_1-mae:6093.35986 [611] validation_0-mae:5089.16064 validation_1-mae:6092.79004 [612] validation_0-mae:5088.49316 validation_1-mae:6092.57666 [613] validation_0-mae:5087.87647 validation_1-mae:6092.09668 [614] validation_0-mae:5086.94482 validation_1-mae:6092.27686 [615] validation_0-mae:5086.61133 validation_1-mae:6092.35449 [616] validation_0-mae:5085.31152 validation_1-mae:6091.79346 [617] validation_0-mae:5083.51611 validation_1-mae:6091.35059 [618] validation_0-mae:5082.30518 validation_1-mae:6091.62793 [619] validation_0-mae:5079.13330 validation_1-mae:6092.53418 [620] validation_0-mae:5077.05762 validation_1-mae:6092.31543 [621] validation_0-mae:5074.66992 validation_1-mae:6091.56689 [622] validation_0-mae:5072.18457 validation_1-mae:6091.52588 [623] validation_0-mae:5071.91553 validation_1-mae:6091.41504 [624] validation_0-mae:5069.39404 validation_1-mae:6090.29102 [625] validation_0-mae:5066.97852 validation_1-mae:6089.36035 [626] validation_0-mae:5063.89795 validation_1-mae:6088.68408 [627] validation_0-mae:5062.84424 validation_1-mae:6088.70898 [628] validation_0-mae:5061.13281 validation_1-mae:6088.49561 [629] validation_0-mae:5058.62061 validation_1-mae:6088.51367 [630] validation_0-mae:5056.75488 validation_1-mae:6088.94971 [631] validation_0-mae:5055.23926 validation_1-mae:6088.51660 [632] validation_0-mae:5053.36084 validation_1-mae:6089.07031 [633] validation_0-mae:5051.79248 validation_1-mae:6088.88721 [634] validation_0-mae:5050.22363 validation_1-mae:6088.99170 [635] validation_0-mae:5049.75537 validation_1-mae:6088.81055 [636] validation_0-mae:5047.66797 validation_1-mae:6088.13574 [637] validation_0-mae:5046.57812 validation_1-mae:6087.88135 [638] validation_0-mae:5045.82471 validation_1-mae:6087.84619 [639] validation_0-mae:5040.48730 validation_1-mae:6086.07080 [640] validation_0-mae:5038.78369 validation_1-mae:6086.66113 [641] validation_0-mae:5035.77197 validation_1-mae:6086.12842 [642] validation_0-mae:5033.32471 validation_1-mae:6084.91260 [643] validation_0-mae:5033.04395 validation_1-mae:6084.78613 [644] validation_0-mae:5032.59228 validation_1-mae:6084.57764 [645] validation_0-mae:5031.30908 validation_1-mae:6084.82617 [646] validation_0-mae:5030.31543 validation_1-mae:6084.88721 [647] validation_0-mae:5029.26807 validation_1-mae:6084.23682 [648] validation_0-mae:5027.43945 validation_1-mae:6083.91016 [649] validation_0-mae:5025.90967 validation_1-mae:6083.64307 [650] validation_0-mae:5025.08447 validation_1-mae:6083.49561 [651] validation_0-mae:5024.80176 validation_1-mae:6083.52246 [652] validation_0-mae:5023.90820 validation_1-mae:6083.55859 [653] validation_0-mae:5022.80420 validation_1-mae:6083.52393 [654] validation_0-mae:5022.12500 validation_1-mae:6083.65234 [655] validation_0-mae:5020.66748 validation_1-mae:6082.76660 [656] validation_0-mae:5018.56299 validation_1-mae:6081.52393 [657] validation_0-mae:5017.23730 validation_1-mae:6081.70654 [658] validation_0-mae:5014.56006 validation_1-mae:6081.01172 [659] validation_0-mae:5013.54980 validation_1-mae:6080.49170 [660] validation_0-mae:5011.97852 validation_1-mae:6081.87109 [661] validation_0-mae:5010.43799 validation_1-mae:6081.94141 [662] validation_0-mae:5006.94678 validation_1-mae:6080.45459 [663] validation_0-mae:5003.90088 validation_1-mae:6080.76807 [664] validation_0-mae:5001.64697 validation_1-mae:6080.52588 [665] validation_0-mae:5000.84473 validation_1-mae:6080.36523 [666] validation_0-mae:4998.61572 validation_1-mae:6080.55566 [667] validation_0-mae:4996.39062 validation_1-mae:6081.08252 [668] validation_0-mae:4994.94580 validation_1-mae:6081.10938 [669] validation_0-mae:4992.10693 validation_1-mae:6080.67773 [670] validation_0-mae:4989.92139 validation_1-mae:6081.50635 [671] validation_0-mae:4987.23438 validation_1-mae:6082.13281 [672] validation_0-mae:4985.77393 validation_1-mae:6082.48535 [673] validation_0-mae:4984.31201 validation_1-mae:6081.88672 [674] validation_0-mae:4982.43066 validation_1-mae:6081.44434 [675] validation_0-mae:4981.96924 validation_1-mae:6081.22607 [676] validation_0-mae:4981.01270 validation_1-mae:6081.37695 [677] validation_0-mae:4979.20850 validation_1-mae:6079.83545 [678] validation_0-mae:4978.85059 validation_1-mae:6079.84424 [679] validation_0-mae:4977.56055 validation_1-mae:6079.73193 [680] validation_0-mae:4976.21240 validation_1-mae:6079.03076 [681] validation_0-mae:4974.60449 validation_1-mae:6079.04346 [682] validation_0-mae:4973.05518 validation_1-mae:6078.96338 [683] validation_0-mae:4971.30762 validation_1-mae:6078.50195 [684] validation_0-mae:4967.22461 validation_1-mae:6076.38867 [685] validation_0-mae:4964.79102 validation_1-mae:6074.62012 [686] validation_0-mae:4962.45117 validation_1-mae:6074.35254 [687] validation_0-mae:4961.33057 validation_1-mae:6073.94873 [688] validation_0-mae:4959.54102 validation_1-mae:6074.10156 [689] validation_0-mae:4958.46436 validation_1-mae:6073.99561 [690] validation_0-mae:4957.74365 validation_1-mae:6074.04785 [691] validation_0-mae:4955.92090 validation_1-mae:6073.89258 [692] validation_0-mae:4954.89844 validation_1-mae:6073.66113 [693] validation_0-mae:4952.76221 validation_1-mae:6072.61719 [694] validation_0-mae:4951.40381 validation_1-mae:6072.17969 [695] validation_0-mae:4950.24756 validation_1-mae:6072.41309 [696] validation_0-mae:4949.16064 validation_1-mae:6072.04248 [697] validation_0-mae:4947.69873 validation_1-mae:6071.94287 [698] validation_0-mae:4945.60742 validation_1-mae:6071.49707 [699] validation_0-mae:4944.40186 validation_1-mae:6071.17676 [700] validation_0-mae:4943.20850 validation_1-mae:6071.60254 [701] validation_0-mae:4941.77490 validation_1-mae:6071.74561 [702] validation_0-mae:4940.88916 validation_1-mae:6071.53076 [703] validation_0-mae:4939.39160 validation_1-mae:6071.30664 [704] validation_0-mae:4937.81885 validation_1-mae:6070.65869 [705] validation_0-mae:4936.76172 validation_1-mae:6070.95654 [706] validation_0-mae:4935.92871 validation_1-mae:6070.96338 [707] validation_0-mae:4934.58057 validation_1-mae:6069.50049 [708] validation_0-mae:4932.87500 validation_1-mae:6069.73389 [709] validation_0-mae:4932.11426 validation_1-mae:6069.91064 [710] validation_0-mae:4931.53613 validation_1-mae:6069.54248 [711] validation_0-mae:4930.33691 validation_1-mae:6069.85303 [712] validation_0-mae:4929.87695 validation_1-mae:6069.64990 [713] validation_0-mae:4929.40478 validation_1-mae:6069.58203 [714] validation_0-mae:4929.21045 validation_1-mae:6069.47412 [715] validation_0-mae:4926.41406 validation_1-mae:6068.28760 [716] validation_0-mae:4923.59814 validation_1-mae:6069.09814 [717] validation_0-mae:4921.85889 validation_1-mae:6070.36523 [718] validation_0-mae:4920.69385 validation_1-mae:6070.26660 [719] validation_0-mae:4918.51074 validation_1-mae:6069.04297 [720] validation_0-mae:4917.08789 validation_1-mae:6068.77246 [721] validation_0-mae:4914.44629 validation_1-mae:6068.29443 [722] validation_0-mae:4911.59277 validation_1-mae:6068.36719 [723] validation_0-mae:4908.90625 validation_1-mae:6067.99023 [724] validation_0-mae:4905.51416 validation_1-mae:6067.13721 [725] validation_0-mae:4903.57080 validation_1-mae:6066.98340 [726] validation_0-mae:4902.06055 validation_1-mae:6066.91260 [727] validation_0-mae:4899.24951 validation_1-mae:6066.10400 [728] validation_0-mae:4897.32812 validation_1-mae:6066.98535 [729] validation_0-mae:4894.40723 validation_1-mae:6066.08838 [730] validation_0-mae:4893.59814 validation_1-mae:6066.06738 [731] validation_0-mae:4892.05811 validation_1-mae:6066.47754 [732] validation_0-mae:4890.32178 validation_1-mae:6065.94580 [733] validation_0-mae:4888.04834 validation_1-mae:6066.92090 [734] validation_0-mae:4885.65625 validation_1-mae:6066.84082 [735] validation_0-mae:4884.12744 validation_1-mae:6066.81592 [736] validation_0-mae:4883.19727 validation_1-mae:6066.91797 [737] validation_0-mae:4881.69043 validation_1-mae:6066.53516 [738] validation_0-mae:4880.89062 validation_1-mae:6066.81250 [739] validation_0-mae:4879.36670 validation_1-mae:6067.18457 [740] validation_0-mae:4878.64746 validation_1-mae:6067.06543 [741] validation_0-mae:4877.37744 validation_1-mae:6066.68311 [742] validation_0-mae:4876.50879 validation_1-mae:6066.69971 [743] validation_0-mae:4875.13330 validation_1-mae:6066.18506 [744] validation_0-mae:4873.80811 validation_1-mae:6066.17969 [745] validation_0-mae:4871.91162 validation_1-mae:6065.48584 [746] validation_0-mae:4870.78369 validation_1-mae:6065.19775 [747] validation_0-mae:4869.22607 validation_1-mae:6065.25977 [748] validation_0-mae:4869.07666 validation_1-mae:6065.31738 [749] validation_0-mae:4867.96631 validation_1-mae:6064.97607 [750] validation_0-mae:4866.93213 validation_1-mae:6064.82959 [751] validation_0-mae:4863.51807 validation_1-mae:6063.23633 [752] validation_0-mae:4861.56445 validation_1-mae:6062.99023 [753] validation_0-mae:4860.28320 validation_1-mae:6063.72998 [754] validation_0-mae:4859.59326 validation_1-mae:6063.85498 [755] validation_0-mae:4858.11670 validation_1-mae:6064.14014 [756] validation_0-mae:4856.27051 validation_1-mae:6063.75830 [757] validation_0-mae:4854.69238 validation_1-mae:6063.33838 [758] validation_0-mae:4851.74463 validation_1-mae:6062.52051 [759] validation_0-mae:4851.04443 validation_1-mae:6062.28564 [760] validation_0-mae:4850.05518 validation_1-mae:6061.64795 [761] validation_0-mae:4848.86621 validation_1-mae:6062.14893 [762] validation_0-mae:4847.09375 validation_1-mae:6062.47852 [763] validation_0-mae:4845.40234 validation_1-mae:6062.42188 [764] validation_0-mae:4843.78564 validation_1-mae:6062.12158 [765] validation_0-mae:4842.30078 validation_1-mae:6061.70947 [766] validation_0-mae:4841.58740 validation_1-mae:6061.85693 [767] validation_0-mae:4839.87744 validation_1-mae:6061.15381 [768] validation_0-mae:4838.69727 validation_1-mae:6061.62061 [769] validation_0-mae:4837.08008 validation_1-mae:6061.53320 [770] validation_0-mae:4836.08545 validation_1-mae:6060.85254 [771] validation_0-mae:4834.03272 validation_1-mae:6060.66016 [772] validation_0-mae:4830.72754 validation_1-mae:6059.75049 [773] validation_0-mae:4828.87939 validation_1-mae:6060.23096 [774] validation_0-mae:4827.93457 validation_1-mae:6060.57373 [775] validation_0-mae:4826.63428 validation_1-mae:6060.44922 [776] validation_0-mae:4825.14209 validation_1-mae:6059.73975 [777] validation_0-mae:4824.76953 validation_1-mae:6059.64209 [778] validation_0-mae:4824.47461 validation_1-mae:6059.46045 [779] validation_0-mae:4823.78467 validation_1-mae:6059.52100 [780] validation_0-mae:4823.37647 validation_1-mae:6059.48584 [781] validation_0-mae:4822.34473 validation_1-mae:6059.29736 [782] validation_0-mae:4819.71338 validation_1-mae:6058.87891 [783] validation_0-mae:4818.99561 validation_1-mae:6059.09180 [784] validation_0-mae:4818.53467 validation_1-mae:6059.10693 [785] validation_0-mae:4817.25098 validation_1-mae:6058.69971 [786] validation_0-mae:4815.74072 validation_1-mae:6058.53857 [787] validation_0-mae:4815.05225 validation_1-mae:6058.42041 [788] validation_0-mae:4814.97852 validation_1-mae:6058.41260 [789] validation_0-mae:4814.53320 validation_1-mae:6058.07959 [790] validation_0-mae:4812.09961 validation_1-mae:6057.31006 [791] validation_0-mae:4810.54590 validation_1-mae:6056.88330 [792] validation_0-mae:4809.00977 validation_1-mae:6055.99121 [793] validation_0-mae:4807.76123 validation_1-mae:6056.00147 [794] validation_0-mae:4806.64062 validation_1-mae:6056.09814 [795] validation_0-mae:4805.51953 validation_1-mae:6055.67773 [796] validation_0-mae:4804.75635 validation_1-mae:6055.57080 [797] validation_0-mae:4802.47900 validation_1-mae:6054.76172 [798] validation_0-mae:4800.91406 validation_1-mae:6054.48242 [799] validation_0-mae:4799.67432 validation_1-mae:6054.34326 [800] validation_0-mae:4797.29199 validation_1-mae:6054.88818 [801] validation_0-mae:4794.73047 validation_1-mae:6053.87158 [802] validation_0-mae:4793.11475 validation_1-mae:6053.70020 [803] validation_0-mae:4791.99268 validation_1-mae:6053.83740 [804] validation_0-mae:4789.37061 validation_1-mae:6053.22949 [805] validation_0-mae:4787.06592 validation_1-mae:6053.04785 [806] validation_0-mae:4785.67334 validation_1-mae:6053.60156 [807] validation_0-mae:4783.32520 validation_1-mae:6052.71973 [808] validation_0-mae:4780.77197 validation_1-mae:6051.54980 [809] validation_0-mae:4779.17627 validation_1-mae:6051.43115 [810] validation_0-mae:4777.58447 validation_1-mae:6051.61279 [811] validation_0-mae:4775.69775 validation_1-mae:6051.26221 [812] validation_0-mae:4774.01123 validation_1-mae:6051.09082 [813] validation_0-mae:4772.85303 validation_1-mae:6050.70459 [814] validation_0-mae:4772.07812 validation_1-mae:6050.55273 [815] validation_0-mae:4770.15430 validation_1-mae:6051.05273 [816] validation_0-mae:4769.01416 validation_1-mae:6050.90137 [817] validation_0-mae:4767.35010 validation_1-mae:6050.64062 [818] validation_0-mae:4765.87549 validation_1-mae:6050.69043 [819] validation_0-mae:4765.09473 validation_1-mae:6050.70605 [820] validation_0-mae:4764.31787 validation_1-mae:6050.61084 [821] validation_0-mae:4762.74268 validation_1-mae:6050.81250 [822] validation_0-mae:4761.91748 validation_1-mae:6050.85107 [823] validation_0-mae:4760.72607 validation_1-mae:6050.78857 [824] validation_0-mae:4760.16064 validation_1-mae:6051.08350 [825] validation_0-mae:4758.48682 validation_1-mae:6050.81250 [826] validation_0-mae:4756.57275 validation_1-mae:6051.24121 [827] validation_0-mae:4755.48682 validation_1-mae:6050.81445 [828] validation_0-mae:4754.64160 validation_1-mae:6050.72754 [829] validation_0-mae:4753.26758 validation_1-mae:6050.18603 [830] validation_0-mae:4752.30273 validation_1-mae:6049.73633 [831] validation_0-mae:4750.60400 validation_1-mae:6048.50244 [832] validation_0-mae:4748.73730 validation_1-mae:6048.11426 [833] validation_0-mae:4747.65772 validation_1-mae:6047.67578 [834] validation_0-mae:4746.90576 validation_1-mae:6047.28760 [835] validation_0-mae:4745.36475 validation_1-mae:6046.87988 [836] validation_0-mae:4742.58691 validation_1-mae:6045.63721 [837] validation_0-mae:4741.46191 validation_1-mae:6046.02734 [838] validation_0-mae:4740.12451 validation_1-mae:6045.75879 [839] validation_0-mae:4737.84277 validation_1-mae:6043.68994 [840] validation_0-mae:4736.82227 validation_1-mae:6043.74561 [841] validation_0-mae:4735.64014 validation_1-mae:6043.55469 [842] validation_0-mae:4734.54297 validation_1-mae:6043.48877 [843] validation_0-mae:4733.88281 validation_1-mae:6043.42773 [844] validation_0-mae:4732.55420 validation_1-mae:6042.88672 [845] validation_0-mae:4731.17920 validation_1-mae:6042.63184 [846] validation_0-mae:4730.08936 validation_1-mae:6042.49853 [847] validation_0-mae:4729.42383 validation_1-mae:6042.38965 [848] validation_0-mae:4728.69922 validation_1-mae:6042.31250 [849] validation_0-mae:4728.08105 validation_1-mae:6042.28711 [850] validation_0-mae:4726.75635 validation_1-mae:6042.31103 [851] validation_0-mae:4725.54297 validation_1-mae:6041.91553 [852] validation_0-mae:4724.80420 validation_1-mae:6041.69824 [853] validation_0-mae:4723.42969 validation_1-mae:6040.46240 [854] validation_0-mae:4722.84228 validation_1-mae:6040.47070 [855] validation_0-mae:4722.38135 validation_1-mae:6040.38184 [856] validation_0-mae:4721.72022 validation_1-mae:6040.56201 [857] validation_0-mae:4721.14160 validation_1-mae:6040.12256 [858] validation_0-mae:4720.44971 validation_1-mae:6040.37451 [859] validation_0-mae:4719.06738 validation_1-mae:6040.25195 [860] validation_0-mae:4716.69922 validation_1-mae:6040.12158 [861] validation_0-mae:4713.11035 validation_1-mae:6038.56299 [862] validation_0-mae:4712.08008 validation_1-mae:6038.38672 [863] validation_0-mae:4710.57031 validation_1-mae:6038.41895 [864] validation_0-mae:4710.44629 validation_1-mae:6038.40674 [865] validation_0-mae:4709.04199 validation_1-mae:6037.74219 [866] validation_0-mae:4707.36963 validation_1-mae:6037.64307 [867] validation_0-mae:4706.59766 validation_1-mae:6037.93652 [868] validation_0-mae:4705.54297 validation_1-mae:6037.75586 [869] validation_0-mae:4704.30078 validation_1-mae:6037.41162 [870] validation_0-mae:4702.09473 validation_1-mae:6036.27051 [871] validation_0-mae:4701.05420 validation_1-mae:6036.04297 [872] validation_0-mae:4700.22949 validation_1-mae:6035.87793 [873] validation_0-mae:4699.99951 validation_1-mae:6035.94873 [874] validation_0-mae:4699.44824 validation_1-mae:6036.08252 [875] validation_0-mae:4698.44434 validation_1-mae:6035.69873 [876] validation_0-mae:4697.65674 validation_1-mae:6035.70557 [877] validation_0-mae:4696.12256 validation_1-mae:6036.01758 [878] validation_0-mae:4694.87012 validation_1-mae:6036.11328 [879] validation_0-mae:4693.89600 validation_1-mae:6036.20898 [880] validation_0-mae:4693.35742 validation_1-mae:6036.01953 [881] validation_0-mae:4692.28857 validation_1-mae:6035.58350 [882] validation_0-mae:4690.04883 validation_1-mae:6035.20117 [883] validation_0-mae:4688.35498 validation_1-mae:6033.71631 [884] validation_0-mae:4686.52490 validation_1-mae:6033.51123 [885] validation_0-mae:4685.99512 validation_1-mae:6034.01709 [886] validation_0-mae:4684.40527 validation_1-mae:6033.90918 [887] validation_0-mae:4682.88086 validation_1-mae:6033.39453 [888] validation_0-mae:4681.33252 validation_1-mae:6033.64990 [889] validation_0-mae:4680.82812 validation_1-mae:6033.81787 [890] validation_0-mae:4680.76904 validation_1-mae:6033.85107 [891] validation_0-mae:4677.73242 validation_1-mae:6033.40772 [892] validation_0-mae:4675.88867 validation_1-mae:6033.03857 [893] validation_0-mae:4674.99121 validation_1-mae:6032.94189 [894] validation_0-mae:4673.59131 validation_1-mae:6032.77930 [895] validation_0-mae:4672.91211 validation_1-mae:6033.21436 [896] validation_0-mae:4671.88672 validation_1-mae:6032.78760 [897] validation_0-mae:4669.83350 validation_1-mae:6032.69727 [898] validation_0-mae:4669.55273 validation_1-mae:6032.51514 [899] validation_0-mae:4668.07422 validation_1-mae:6032.25293 [900] validation_0-mae:4666.95557 validation_1-mae:6031.91992 [901] validation_0-mae:4666.35693 validation_1-mae:6031.84522 [902] validation_0-mae:4665.27978 validation_1-mae:6031.73047 [903] validation_0-mae:4663.76660 validation_1-mae:6031.80273 [904] validation_0-mae:4662.50928 validation_1-mae:6031.00439 [905] validation_0-mae:4660.95361 validation_1-mae:6031.08789 [906] validation_0-mae:4659.58057 validation_1-mae:6030.84668 [907] validation_0-mae:4658.58350 validation_1-mae:6031.05078 [908] validation_0-mae:4657.81934 validation_1-mae:6031.19482 [909] validation_0-mae:4655.36914 validation_1-mae:6031.64746 [910] validation_0-mae:4652.94971 validation_1-mae:6030.51807 [911] validation_0-mae:4652.43897 validation_1-mae:6030.43945 [912] validation_0-mae:4650.90234 validation_1-mae:6030.05762 [913] validation_0-mae:4649.51123 validation_1-mae:6030.01123 [914] validation_0-mae:4648.80420 validation_1-mae:6029.89600 [915] validation_0-mae:4647.79346 validation_1-mae:6029.84619 [916] validation_0-mae:4646.70898 validation_1-mae:6029.48779 [917] validation_0-mae:4645.48779 validation_1-mae:6028.88428 [918] validation_0-mae:4643.21240 validation_1-mae:6028.42529 [919] validation_0-mae:4641.64404 validation_1-mae:6028.20264 [920] validation_0-mae:4640.48682 validation_1-mae:6027.99316 [921] validation_0-mae:4638.20020 validation_1-mae:6027.82764 [922] validation_0-mae:4637.30762 validation_1-mae:6027.77148 [923] validation_0-mae:4636.03809 validation_1-mae:6027.60938 [924] validation_0-mae:4634.87451 validation_1-mae:6026.99365 [925] validation_0-mae:4632.87305 validation_1-mae:6027.43066 [926] validation_0-mae:4631.57910 validation_1-mae:6028.74951 [927] validation_0-mae:4630.92188 validation_1-mae:6028.88867 [928] validation_0-mae:4629.96680 validation_1-mae:6028.73242 [929] validation_0-mae:4628.66797 validation_1-mae:6028.29297 [930] validation_0-mae:4627.24170 validation_1-mae:6028.05127 [931] validation_0-mae:4626.46924 validation_1-mae:6028.12695 [932] validation_0-mae:4625.32422 validation_1-mae:6027.51562 [933] validation_0-mae:4625.00049 validation_1-mae:6027.41211 [934] validation_0-mae:4624.55371 validation_1-mae:6027.34668 [935] validation_0-mae:4623.66992 validation_1-mae:6027.14453 [936] validation_0-mae:4621.73389 validation_1-mae:6026.76660 [937] validation_0-mae:4621.44238 validation_1-mae:6026.70361 [938] validation_0-mae:4620.93848 validation_1-mae:6026.87842 [939] validation_0-mae:4620.40674 validation_1-mae:6026.85059 [940] validation_0-mae:4618.30762 validation_1-mae:6026.29395 [941] validation_0-mae:4617.94727 validation_1-mae:6026.02588 [942] validation_0-mae:4616.86719 validation_1-mae:6025.88184 [943] validation_0-mae:4614.81494 validation_1-mae:6025.40381 [944] validation_0-mae:4614.22705 validation_1-mae:6025.23926 [945] validation_0-mae:4613.20459 validation_1-mae:6024.95312 [946] validation_0-mae:4611.18701 validation_1-mae:6024.44629 [947] validation_0-mae:4609.82715 validation_1-mae:6024.17236 [948] validation_0-mae:4607.66650 validation_1-mae:6024.32715 [949] validation_0-mae:4606.81299 validation_1-mae:6023.85107 [950] validation_0-mae:4605.02051 validation_1-mae:6023.19043 [951] validation_0-mae:4603.68066 validation_1-mae:6022.97852 [952] validation_0-mae:4602.66699 validation_1-mae:6022.82471 [953] validation_0-mae:4602.02783 validation_1-mae:6022.97217 [954] validation_0-mae:4601.58594 validation_1-mae:6022.83643 [955] validation_0-mae:4601.03564 validation_1-mae:6023.08789 [956] validation_0-mae:4600.61865 validation_1-mae:6023.12500 [957] validation_0-mae:4600.53564 validation_1-mae:6023.00977 [958] validation_0-mae:4599.04102 validation_1-mae:6022.72559 [959] validation_0-mae:4597.38770 validation_1-mae:6023.95947 [960] validation_0-mae:4596.26123 validation_1-mae:6024.76367 [961] validation_0-mae:4594.06299 validation_1-mae:6023.96533 [962] validation_0-mae:4593.39600 validation_1-mae:6023.83545 [963] validation_0-mae:4592.60791 validation_1-mae:6023.62305 [964] validation_0-mae:4590.90625 validation_1-mae:6022.74316 [965] validation_0-mae:4590.51660 validation_1-mae:6022.77295 [966] validation_0-mae:4589.42529 validation_1-mae:6021.76758 [967] validation_0-mae:4588.65576 validation_1-mae:6021.42236 [968] validation_0-mae:4588.17627 validation_1-mae:6021.23926 [969] validation_0-mae:4587.38623 validation_1-mae:6021.43311 [970] validation_0-mae:4586.20410 validation_1-mae:6021.02783 [971] validation_0-mae:4585.45020 validation_1-mae:6021.19971 [972] validation_0-mae:4584.93506 validation_1-mae:6021.41406 [973] validation_0-mae:4583.92627 validation_1-mae:6021.36328 [974] validation_0-mae:4583.60547 validation_1-mae:6021.29980 [975] validation_0-mae:4582.80127 validation_1-mae:6021.21728 [976] validation_0-mae:4580.85254 validation_1-mae:6021.09131 [977] validation_0-mae:4579.21436 validation_1-mae:6021.33691 [978] validation_0-mae:4578.28662 validation_1-mae:6021.28711 [979] validation_0-mae:4577.35645 validation_1-mae:6021.09522 [980] validation_0-mae:4575.88770 validation_1-mae:6021.30859 [981] validation_0-mae:4573.95947 validation_1-mae:6021.13037 [982] validation_0-mae:4573.07666 validation_1-mae:6020.50830 [983] validation_0-mae:4571.68603 validation_1-mae:6019.73682 [984] validation_0-mae:4570.92480 validation_1-mae:6019.96338 [985] validation_0-mae:4570.48096 validation_1-mae:6020.20752 [986] validation_0-mae:4568.70215 validation_1-mae:6020.34326 [987] validation_0-mae:4568.10254 validation_1-mae:6020.15576 [988] validation_0-mae:4566.60986 validation_1-mae:6020.48633 [989] validation_0-mae:4565.79785 validation_1-mae:6020.32080 [990] validation_0-mae:4563.98486 validation_1-mae:6020.67285 [991] validation_0-mae:4562.77393 validation_1-mae:6019.74853 [992] validation_0-mae:4560.73975 validation_1-mae:6018.93359 [993] validation_0-mae:4559.66113 validation_1-mae:6019.46436 [994] validation_0-mae:4558.83789 validation_1-mae:6019.23877 [995] validation_0-mae:4556.57178 validation_1-mae:6019.02393 [996] validation_0-mae:4555.15186 validation_1-mae:6018.83447 [997] validation_0-mae:4553.47998 validation_1-mae:6018.39600 [998] validation_0-mae:4550.80420 validation_1-mae:6017.88086 [999] validation_0-mae:4549.57471 validation_1-mae:6018.13818 [1000] validation_0-mae:4548.21631 validation_1-mae:6017.92920 [1001] validation_0-mae:4547.73730 validation_1-mae:6018.17188 [1002] validation_0-mae:4546.63818 validation_1-mae:6017.68652 [1003] validation_0-mae:4545.33447 validation_1-mae:6018.10840 [1004] validation_0-mae:4544.11670 validation_1-mae:6018.24414 [1005] validation_0-mae:4543.26611 validation_1-mae:6018.41943 [1006] validation_0-mae:4542.12793 validation_1-mae:6017.59326 [1007] validation_0-mae:4540.83936 validation_1-mae:6017.86572 [1008] validation_0-mae:4540.64746 validation_1-mae:6017.89160 [1009] validation_0-mae:4539.64014 validation_1-mae:6018.26367 [1010] validation_0-mae:4539.06397 validation_1-mae:6018.24268 [1011] validation_0-mae:4538.69580 validation_1-mae:6017.97656 [1012] validation_0-mae:4537.70020 validation_1-mae:6018.03027 [1013] validation_0-mae:4535.85449 validation_1-mae:6017.12305 [1014] validation_0-mae:4534.93457 validation_1-mae:6017.60742 [1015] validation_0-mae:4532.64941 validation_1-mae:6018.33545 [1016] validation_0-mae:4531.80859 validation_1-mae:6018.39941 [1017] validation_0-mae:4530.91211 validation_1-mae:6018.57275 [1018] validation_0-mae:4530.79248 validation_1-mae:6018.58789 [1019] validation_0-mae:4529.42969 validation_1-mae:6019.15967 [1020] validation_0-mae:4528.17920 validation_1-mae:6019.06738 [1021] validation_0-mae:4527.52686 validation_1-mae:6019.13477 [1022] validation_0-mae:4525.94238 validation_1-mae:6018.87695 [1023] validation_0-mae:4525.19141 validation_1-mae:6018.68018 [1024] validation_0-mae:4523.92529 validation_1-mae:6018.42725 [1025] validation_0-mae:4522.47266 validation_1-mae:6017.97656 [1026] validation_0-mae:4521.47607 validation_1-mae:6017.91553 [1027] validation_0-mae:4520.53076 validation_1-mae:6018.26318 [1028] validation_0-mae:4519.66406 validation_1-mae:6018.13721 [1029] validation_0-mae:4518.55273 validation_1-mae:6017.70703 [1030] validation_0-mae:4517.69971 validation_1-mae:6017.19434 [1031] validation_0-mae:4516.49707 validation_1-mae:6016.84570 [1032] validation_0-mae:4514.24023 validation_1-mae:6016.66260 [1033] validation_0-mae:4513.31103 validation_1-mae:6016.64600 [1034] validation_0-mae:4512.38867 validation_1-mae:6016.89795 [1035] validation_0-mae:4511.72559 validation_1-mae:6016.74707 [1036] validation_0-mae:4510.26367 validation_1-mae:6016.21680 [1037] validation_0-mae:4509.80713 validation_1-mae:6016.03076 [1038] validation_0-mae:4508.65430 validation_1-mae:6015.71924 [1039] validation_0-mae:4506.76367 validation_1-mae:6015.43359 [1040] validation_0-mae:4505.75147 validation_1-mae:6014.87744 [1041] validation_0-mae:4504.88525 validation_1-mae:6015.01562 [1042] validation_0-mae:4503.78027 validation_1-mae:6015.27393 [1043] validation_0-mae:4503.16309 validation_1-mae:6015.15430 [1044] validation_0-mae:4501.92871 validation_1-mae:6014.81934 [1045] validation_0-mae:4500.86670 validation_1-mae:6014.28076 [1046] validation_0-mae:4499.08838 validation_1-mae:6014.60107 [1047] validation_0-mae:4497.72217 validation_1-mae:6014.19629 [1048] validation_0-mae:4496.55518 validation_1-mae:6014.02637 [1049] validation_0-mae:4495.00781 validation_1-mae:6014.68848 [1050] validation_0-mae:4493.65820 validation_1-mae:6014.63525 [1051] validation_0-mae:4492.72559 validation_1-mae:6014.39844 [1052] validation_0-mae:4492.44971 validation_1-mae:6014.58545 [1053] validation_0-mae:4491.73193 validation_1-mae:6014.48535 [1054] validation_0-mae:4491.24609 validation_1-mae:6014.35889 [1055] validation_0-mae:4490.58838 validation_1-mae:6014.17627 [1056] validation_0-mae:4490.34814 validation_1-mae:6014.20264 [1057] validation_0-mae:4489.60352 validation_1-mae:6014.36523 [1058] validation_0-mae:4489.11670 validation_1-mae:6013.83691 [1059] validation_0-mae:4488.42920 validation_1-mae:6013.97852 [1060] validation_0-mae:4487.16260 validation_1-mae:6013.75098 [1061] validation_0-mae:4486.66895 validation_1-mae:6013.65381 [1062] validation_0-mae:4485.50098 validation_1-mae:6013.27978 [1063] validation_0-mae:4484.71728 validation_1-mae:6013.28174 [1064] validation_0-mae:4483.60156 validation_1-mae:6013.74268 [1065] validation_0-mae:4481.83936 validation_1-mae:6014.04688 [1066] validation_0-mae:4481.20020 validation_1-mae:6014.20654 [1067] validation_0-mae:4480.46875 validation_1-mae:6014.00879 [1068] validation_0-mae:4478.82080 validation_1-mae:6012.95215 [1069] validation_0-mae:4477.74609 validation_1-mae:6013.26953 [1070] validation_0-mae:4476.63770 validation_1-mae:6013.72461 [1071] validation_0-mae:4474.93945 validation_1-mae:6012.95166 [1072] validation_0-mae:4473.43799 validation_1-mae:6012.94727 [1073] validation_0-mae:4472.16846 validation_1-mae:6013.20068 [1074] validation_0-mae:4469.96777 validation_1-mae:6013.17432 [1075] validation_0-mae:4468.49316 validation_1-mae:6012.63184 [1076] validation_0-mae:4467.18311 validation_1-mae:6012.75293 [1077] validation_0-mae:4466.45361 validation_1-mae:6012.86670 [1078] validation_0-mae:4465.54541 validation_1-mae:6012.72754 [1079] validation_0-mae:4464.76904 validation_1-mae:6013.01709 [1080] validation_0-mae:4463.90234 validation_1-mae:6013.32275 [1081] validation_0-mae:4462.94580 validation_1-mae:6013.27148 [1082] validation_0-mae:4461.63818 validation_1-mae:6013.57520 [1083] validation_0-mae:4460.84228 validation_1-mae:6013.58984 [1084] validation_0-mae:4460.00635 validation_1-mae:6013.65576 [1085] validation_0-mae:4459.18994 validation_1-mae:6013.55273 [1086] validation_0-mae:4458.51807 validation_1-mae:6013.08105 [1087] validation_0-mae:4457.61377 validation_1-mae:6013.21777 [1088] validation_0-mae:4456.00879 validation_1-mae:6012.91846 [1089] validation_0-mae:4455.69531 validation_1-mae:6012.80273 [1090] validation_0-mae:4453.78076 validation_1-mae:6013.47461 [1091] validation_0-mae:4451.97949 validation_1-mae:6013.01270 [1092] validation_0-mae:4451.33301 validation_1-mae:6012.93506 [1093] validation_0-mae:4449.49316 validation_1-mae:6012.74316 [1094] validation_0-mae:4447.77441 validation_1-mae:6011.66699 [1095] validation_0-mae:4446.70361 validation_1-mae:6011.95312 [1096] validation_0-mae:4445.55469 validation_1-mae:6011.66797 [1097] validation_0-mae:4444.64697 validation_1-mae:6011.75586 [1098] validation_0-mae:4442.86768 validation_1-mae:6012.33691 [1099] validation_0-mae:4442.27734 validation_1-mae:6012.40772 [1100] validation_0-mae:4440.79883 validation_1-mae:6012.72852 [1101] validation_0-mae:4440.01074 validation_1-mae:6012.54346 [1102] validation_0-mae:4439.29932 validation_1-mae:6012.72363 [1103] validation_0-mae:4438.20947 validation_1-mae:6013.26172 [1104] validation_0-mae:4436.33740 validation_1-mae:6014.00830 [1105] validation_0-mae:4435.18799 validation_1-mae:6013.66748 [1106] validation_0-mae:4434.67139 validation_1-mae:6013.67090 [1107] validation_0-mae:4433.32617 validation_1-mae:6013.41309 [1108] validation_0-mae:4432.38232 validation_1-mae:6012.94189 [1109] validation_0-mae:4431.01318 validation_1-mae:6012.87158 [1110] validation_0-mae:4429.98584 validation_1-mae:6012.52978 [1111] validation_0-mae:4428.68164 validation_1-mae:6012.31543 [1112] validation_0-mae:4427.33887 validation_1-mae:6011.88086 [1113] validation_0-mae:4426.87598 validation_1-mae:6011.88574 [1114] validation_0-mae:4425.99853 validation_1-mae:6011.45996 [1115] validation_0-mae:4424.75098 validation_1-mae:6011.46875 [1116] validation_0-mae:4423.97022 validation_1-mae:6011.56397 [1117] validation_0-mae:4423.49023 validation_1-mae:6011.46924 [1118] validation_0-mae:4422.45312 validation_1-mae:6012.08057 [1119] validation_0-mae:4421.65430 validation_1-mae:6011.98486 [1120] validation_0-mae:4421.12500 validation_1-mae:6012.32373 [1121] validation_0-mae:4420.23242 validation_1-mae:6012.36133 [1122] validation_0-mae:4419.00684 validation_1-mae:6011.94482 [1123] validation_0-mae:4418.25928 validation_1-mae:6011.98730 [1124] validation_0-mae:4417.97119 validation_1-mae:6011.88086 [1125] validation_0-mae:4416.95215 validation_1-mae:6011.92285 [1126] validation_0-mae:4416.43311 validation_1-mae:6011.46240 [1127] validation_0-mae:4415.40186 validation_1-mae:6011.12744 [1128] validation_0-mae:4415.33740 validation_1-mae:6011.24951 [1129] validation_0-mae:4413.73730 validation_1-mae:6010.84766 [1130] validation_0-mae:4413.51758 validation_1-mae:6011.11230 [1131] validation_0-mae:4412.48096 validation_1-mae:6010.96387 [1132] validation_0-mae:4411.17236 validation_1-mae:6010.45264 [1133] validation_0-mae:4410.65088 validation_1-mae:6010.31885 [1134] validation_0-mae:4409.73389 validation_1-mae:6010.34961 [1135] validation_0-mae:4408.39258 validation_1-mae:6009.83691 [1136] validation_0-mae:4407.60498 validation_1-mae:6010.32178 [1137] validation_0-mae:4406.15381 validation_1-mae:6010.05908 [1138] validation_0-mae:4405.59522 validation_1-mae:6010.03760 [1139] validation_0-mae:4404.57031 validation_1-mae:6010.21582 [1140] validation_0-mae:4404.20166 validation_1-mae:6010.29150 [1141] validation_0-mae:4403.82764 validation_1-mae:6010.38574 [1142] validation_0-mae:4402.88477 validation_1-mae:6010.37402 [1143] validation_0-mae:4402.09570 validation_1-mae:6010.76270 [1144] validation_0-mae:4401.57910 validation_1-mae:6010.71191 [1145] validation_0-mae:4400.94580 validation_1-mae:6010.71338 [1146] validation_0-mae:4400.05713 validation_1-mae:6010.93457 [1147] validation_0-mae:4398.74170 validation_1-mae:6011.57861 [1148] validation_0-mae:4398.04736 validation_1-mae:6011.66260 [1149] validation_0-mae:4396.95410 validation_1-mae:6011.90186 [1150] validation_0-mae:4396.50342 validation_1-mae:6011.95166 [1151] validation_0-mae:4395.37256 validation_1-mae:6011.74609 [1152] validation_0-mae:4394.55615 validation_1-mae:6011.73193 [1153] validation_0-mae:4393.83301 validation_1-mae:6011.54541 [1154] validation_0-mae:4392.96973 validation_1-mae:6011.42627 [1155] validation_0-mae:4392.69775 validation_1-mae:6011.39355 [1156] validation_0-mae:4392.23242 validation_1-mae:6011.81103 [1157] validation_0-mae:4391.11865 validation_1-mae:6011.64551 [1158] validation_0-mae:4390.28418 validation_1-mae:6011.47168 [1159] validation_0-mae:4389.91162 validation_1-mae:6011.22705 [1160] validation_0-mae:4389.04883 validation_1-mae:6011.24414 [1161] validation_0-mae:4387.46045 validation_1-mae:6010.73096 [1162] validation_0-mae:4386.78174 validation_1-mae:6010.64453 [1163] validation_0-mae:4386.02148 validation_1-mae:6010.88281 [1164] validation_0-mae:4385.15576 validation_1-mae:6011.12109 [1165] validation_0-mae:4384.01074 validation_1-mae:6011.21924 [1166] validation_0-mae:4382.32422 validation_1-mae:6010.86182 [1167] validation_0-mae:4380.64697 validation_1-mae:6009.99756 [1168] validation_0-mae:4380.12744 validation_1-mae:6009.97070 [1169] validation_0-mae:4379.46094 validation_1-mae:6009.95068 [1170] validation_0-mae:4378.64209 validation_1-mae:6009.50977 [1171] validation_0-mae:4377.21680 validation_1-mae:6009.26416 [1172] validation_0-mae:4376.26367 validation_1-mae:6009.39258 [1173] validation_0-mae:4374.56934 validation_1-mae:6009.22900 [1174] validation_0-mae:4373.88135 validation_1-mae:6009.25635 [1175] validation_0-mae:4373.32275 validation_1-mae:6009.27148 [1176] validation_0-mae:4372.97656 validation_1-mae:6009.38916 [1177] validation_0-mae:4371.75928 validation_1-mae:6008.88330 [1178] validation_0-mae:4370.43018 validation_1-mae:6008.76270 [1179] validation_0-mae:4369.11914 validation_1-mae:6008.75244 [1180] validation_0-mae:4368.43408 validation_1-mae:6008.88525 [1181] validation_0-mae:4367.68603 validation_1-mae:6009.12256 [1182] validation_0-mae:4366.86475 validation_1-mae:6008.94287 [1183] validation_0-mae:4365.79834 validation_1-mae:6008.98584 [1184] validation_0-mae:4364.65772 validation_1-mae:6009.16455 [1185] validation_0-mae:4363.79785 validation_1-mae:6009.07471 [1186] validation_0-mae:4363.19043 validation_1-mae:6009.01416 [1187] validation_0-mae:4362.14990 validation_1-mae:6008.57275 [1188] validation_0-mae:4361.55566 validation_1-mae:6008.72119 [1189] validation_0-mae:4360.93701 validation_1-mae:6008.95654 [1190] validation_0-mae:4359.03369 validation_1-mae:6008.82764 [1191] validation_0-mae:4358.09766 validation_1-mae:6008.60986 [1192] validation_0-mae:4357.16309 validation_1-mae:6008.80908 [1193] validation_0-mae:4356.37109 validation_1-mae:6008.63477 [1194] validation_0-mae:4354.83740 validation_1-mae:6008.94824 [1195] validation_0-mae:4354.25098 validation_1-mae:6009.19336 [1196] validation_0-mae:4353.41211 validation_1-mae:6009.44336 [1197] validation_0-mae:4352.60986 validation_1-mae:6009.41260 [1198] validation_0-mae:4351.67236 validation_1-mae:6010.08105 [1199] validation_0-mae:4350.60303 validation_1-mae:6009.77783 [1200] validation_0-mae:4349.00439 validation_1-mae:6009.45654 [1201] validation_0-mae:4348.27588 validation_1-mae:6009.72168 [1202] validation_0-mae:4346.64209 validation_1-mae:6009.42480 [1203] validation_0-mae:4346.08691 validation_1-mae:6009.32812 [1204] validation_0-mae:4344.80225 validation_1-mae:6009.39453 [1205] validation_0-mae:4343.51904 validation_1-mae:6009.50244 [1206] validation_0-mae:4342.97168 validation_1-mae:6009.38721 [1207] validation_0-mae:4341.31152 validation_1-mae:6009.34570 [1208] validation_0-mae:4340.07080 validation_1-mae:6009.89209 [1209] validation_0-mae:4339.55322 validation_1-mae:6009.98682 [1210] validation_0-mae:4338.29736 validation_1-mae:6010.37695 [1211] validation_0-mae:4337.23926 validation_1-mae:6009.85498 [1212] validation_0-mae:4336.23242 validation_1-mae:6009.83643 [1213] validation_0-mae:4335.76367 validation_1-mae:6009.97510 [1214] validation_0-mae:4334.64209 validation_1-mae:6010.07422 [1215] validation_0-mae:4333.69238 validation_1-mae:6009.77148 [1216] validation_0-mae:4332.91797 validation_1-mae:6010.03076 [1217] validation_0-mae:4331.07080 validation_1-mae:6009.20898 [1218] validation_0-mae:4330.32080 validation_1-mae:6009.13184 [1219] validation_0-mae:4329.12988 validation_1-mae:6008.50879 [1220] validation_0-mae:4328.44629 validation_1-mae:6008.66943 [1221] validation_0-mae:4327.78320 validation_1-mae:6008.42627 [1222] validation_0-mae:4326.72022 validation_1-mae:6008.09180 [1223] validation_0-mae:4326.51562 validation_1-mae:6008.22705 [1224] validation_0-mae:4325.34180 validation_1-mae:6007.88281 [1225] validation_0-mae:4325.18164 validation_1-mae:6007.73584 [1226] validation_0-mae:4324.28906 validation_1-mae:6008.40088 [1227] validation_0-mae:4323.60986 validation_1-mae:6008.48438 [1228] validation_0-mae:4322.76904 validation_1-mae:6007.99414 [1229] validation_0-mae:4322.15478 validation_1-mae:6007.64795 [1230] validation_0-mae:4320.59326 validation_1-mae:6007.06934 [1231] validation_0-mae:4319.37402 validation_1-mae:6007.71484 [1232] validation_0-mae:4318.88037 validation_1-mae:6007.36328 [1233] validation_0-mae:4318.18311 validation_1-mae:6007.37793 [1234] validation_0-mae:4317.11621 validation_1-mae:6007.61377 [1235] validation_0-mae:4316.28857 validation_1-mae:6007.20068 [1236] validation_0-mae:4315.02783 validation_1-mae:6007.27783 [1237] validation_0-mae:4313.88037 validation_1-mae:6007.33594 [1238] validation_0-mae:4313.44238 validation_1-mae:6007.32812 [1239] validation_0-mae:4312.35986 validation_1-mae:6007.03613 [1240] validation_0-mae:4311.33594 validation_1-mae:6007.28418 [1241] validation_0-mae:4310.68408 validation_1-mae:6007.31201 [1242] validation_0-mae:4310.00977 validation_1-mae:6006.99658 [1243] validation_0-mae:4308.81934 validation_1-mae:6006.20166 [1244] validation_0-mae:4307.56250 validation_1-mae:6005.34473 [1245] validation_0-mae:4306.18311 validation_1-mae:6005.70801 [1246] validation_0-mae:4305.58936 validation_1-mae:6005.66846 [1247] validation_0-mae:4303.72461 validation_1-mae:6004.86426 [1248] validation_0-mae:4302.89062 validation_1-mae:6004.70117 [1249] validation_0-mae:4301.50684 validation_1-mae:6004.68652 [1250] validation_0-mae:4300.39258 validation_1-mae:6004.68408 [1251] validation_0-mae:4300.03027 validation_1-mae:6004.70264 [1252] validation_0-mae:4299.51416 validation_1-mae:6004.64795 [1253] validation_0-mae:4298.76074 validation_1-mae:6004.69873 [1254] validation_0-mae:4297.17139 validation_1-mae:6005.22705 [1255] validation_0-mae:4296.39697 validation_1-mae:6005.32812 [1256] validation_0-mae:4295.54736 validation_1-mae:6004.91650 [1257] validation_0-mae:4294.70020 validation_1-mae:6005.84131 [1258] validation_0-mae:4293.50977 validation_1-mae:6006.33447 [1259] validation_0-mae:4292.55713 validation_1-mae:6005.81787 [1260] validation_0-mae:4290.46143 validation_1-mae:6007.18848 [1261] validation_0-mae:4289.63623 validation_1-mae:6007.41992 [1262] validation_0-mae:4288.71875 validation_1-mae:6006.97314 [1263] validation_0-mae:4288.42480 validation_1-mae:6006.93555 [1264] validation_0-mae:4288.03906 validation_1-mae:6006.95459 [1265] validation_0-mae:4286.90576 validation_1-mae:6006.64844 [1266] validation_0-mae:4286.25537 validation_1-mae:6006.83496 [1267] validation_0-mae:4285.84668 validation_1-mae:6006.72510 [1268] validation_0-mae:4285.59228 validation_1-mae:6006.81250 [1269] validation_0-mae:4284.69873 validation_1-mae:6006.92773 [1270] validation_0-mae:4284.08594 validation_1-mae:6007.24219 [1271] validation_0-mae:4283.55908 validation_1-mae:6006.89746 [1272] validation_0-mae:4282.56055 validation_1-mae:6006.88965 [1273] validation_0-mae:4282.32080 validation_1-mae:6006.83350 [1274] validation_0-mae:4282.00488 validation_1-mae:6006.95850 [1275] validation_0-mae:4281.14209 validation_1-mae:6006.70703 [1276] validation_0-mae:4281.08643 validation_1-mae:6006.71631 [1277] validation_0-mae:4280.62500 validation_1-mae:6006.75977 [1278] validation_0-mae:4279.49609 validation_1-mae:6006.82227 [1279] validation_0-mae:4277.89062 validation_1-mae:6006.29590 [1280] validation_0-mae:4277.27100 validation_1-mae:6006.27930 [1281] validation_0-mae:4275.62793 validation_1-mae:6006.34570 [1282] validation_0-mae:4274.34522 validation_1-mae:6005.93018 [1283] validation_0-mae:4273.04004 validation_1-mae:6006.09277 [1284] validation_0-mae:4271.87500 validation_1-mae:6006.09522 [1285] validation_0-mae:4270.16699 validation_1-mae:6005.43945 [1286] validation_0-mae:4268.51416 validation_1-mae:6005.99805 [1287] validation_0-mae:4267.48486 validation_1-mae:6006.56152 [1288] validation_0-mae:4266.15625 validation_1-mae:6007.57812 [1289] validation_0-mae:4265.23730 validation_1-mae:6007.17041 [1290] validation_0-mae:4264.09424 validation_1-mae:6007.08203 [1291] validation_0-mae:4263.08838 validation_1-mae:6006.95312 [1292] validation_0-mae:4261.69727 validation_1-mae:6006.63232 [1293] validation_0-mae:4260.89453 validation_1-mae:6006.46728 [1294] validation_0-mae:4259.65527 validation_1-mae:6005.89893 [1295] validation_0-mae:4257.81592 validation_1-mae:6005.38672 [1296] validation_0-mae:4256.38672 validation_1-mae:6005.25830 [1297] validation_0-mae:4255.39795 validation_1-mae:6005.18311 [1298] validation_0-mae:4254.45215 validation_1-mae:6005.21582 [1299] validation_0-mae:4254.12353 validation_1-mae:6005.08691 [1300] validation_0-mae:4253.13770 validation_1-mae:6005.18262 [1301] validation_0-mae:4251.66602 validation_1-mae:6005.72314 [1302] validation_0-mae:4250.95312 validation_1-mae:6006.02441 [1303] validation_0-mae:4248.87988 validation_1-mae:6005.80566 [1304] validation_0-mae:4247.80029 validation_1-mae:6005.47803 [1305] validation_0-mae:4245.90186 validation_1-mae:6005.06250 [1306] validation_0-mae:4244.33691 validation_1-mae:6004.79785 [1307] validation_0-mae:4242.95312 validation_1-mae:6005.16309 [1308] validation_0-mae:4242.40039 validation_1-mae:6005.30029 [1309] validation_0-mae:4240.35010 validation_1-mae:6005.08447 [1310] validation_0-mae:4239.78125 validation_1-mae:6005.48828 [1311] validation_0-mae:4238.90430 validation_1-mae:6005.36035 [1312] validation_0-mae:4238.61768 validation_1-mae:6005.42773 [1313] validation_0-mae:4237.48828 validation_1-mae:6005.87451 [1314] validation_0-mae:4236.61035 validation_1-mae:6005.80859 [1315] validation_0-mae:4235.94971 validation_1-mae:6005.92725 [1316] validation_0-mae:4233.87549 validation_1-mae:6005.08398 [1317] validation_0-mae:4232.90625 validation_1-mae:6005.24023 [1318] validation_0-mae:4231.04102 validation_1-mae:6005.89844 [1319] validation_0-mae:4230.11865 validation_1-mae:6005.84473 [1320] validation_0-mae:4229.23389 validation_1-mae:6006.13721 [1321] validation_0-mae:4227.48389 validation_1-mae:6005.19678 [1322] validation_0-mae:4226.85596 validation_1-mae:6005.41162 [1323] validation_0-mae:4226.26416 validation_1-mae:6005.09570 [1324] validation_0-mae:4225.40772 validation_1-mae:6005.73096 [1325] validation_0-mae:4223.79395 validation_1-mae:6005.60938 [1326] validation_0-mae:4222.61230 validation_1-mae:6005.51807 [1327] validation_0-mae:4221.80078 validation_1-mae:6005.24658 [1328] validation_0-mae:4221.02832 validation_1-mae:6005.50928 [1329] validation_0-mae:4220.56836 validation_1-mae:6005.58350 [1330] validation_0-mae:4219.28760 validation_1-mae:6005.73291 [1331] validation_0-mae:4217.83838 validation_1-mae:6006.00732 [1332] validation_0-mae:4216.12256 validation_1-mae:6005.62647 [1333] validation_0-mae:4215.12305 validation_1-mae:6005.52344 [1334] validation_0-mae:4214.20996 validation_1-mae:6005.66748 [1335] validation_0-mae:4213.67920 validation_1-mae:6005.72949 [1336] validation_0-mae:4213.04541 validation_1-mae:6005.72412 [1337] validation_0-mae:4212.47656 validation_1-mae:6005.76123 [1338] validation_0-mae:4211.85107 validation_1-mae:6005.37012 [1339] validation_0-mae:4211.21240 validation_1-mae:6005.45947 [1340] validation_0-mae:4211.03027 validation_1-mae:6005.38623 [1341] validation_0-mae:4210.34131 validation_1-mae:6005.25244 [1342] validation_0-mae:4210.25439 validation_1-mae:6005.20508 [1343] validation_0-mae:4209.70264 validation_1-mae:6005.33105 [1344] validation_0-mae:4208.65674 validation_1-mae:6006.18897 [1345] validation_0-mae:4207.83398 validation_1-mae:6006.61475 [1346] validation_0-mae:4207.47314 validation_1-mae:6006.50195 [1347] validation_0-mae:4206.69482 validation_1-mae:6006.54883 [1348] validation_0-mae:4205.02100 validation_1-mae:6005.97461 [1349] validation_0-mae:4204.51465 validation_1-mae:6005.76514 [1350] validation_0-mae:4202.91797 validation_1-mae:6006.07520 [1351] validation_0-mae:4202.49121 validation_1-mae:6006.31494 [1352] validation_0-mae:4201.12939 validation_1-mae:6005.77686 [1353] validation_0-mae:4200.69580 validation_1-mae:6005.95850 [1354] validation_0-mae:4199.95996 validation_1-mae:6005.85938 [1355] validation_0-mae:4198.65772 validation_1-mae:6005.79297 [1356] validation_0-mae:4197.97217 validation_1-mae:6005.68848 [1357] validation_0-mae:4196.40186 validation_1-mae:6005.65967 [1358] validation_0-mae:4194.84766 validation_1-mae:6005.60303 [1359] validation_0-mae:4193.38135 validation_1-mae:6005.29004 [1360] validation_0-mae:4192.60596 validation_1-mae:6005.77783 [1361] validation_0-mae:4191.87305 validation_1-mae:6005.48584 [1362] validation_0-mae:4190.45898 validation_1-mae:6005.43603 [1363] validation_0-mae:4188.97754 validation_1-mae:6005.56055 [1364] validation_0-mae:4188.28857 validation_1-mae:6005.70215 [1365] validation_0-mae:4186.93994 validation_1-mae:6005.30859 [1366] validation_0-mae:4185.93603 validation_1-mae:6005.23242 [1367] validation_0-mae:4185.78125 validation_1-mae:6005.17773 [1368] validation_0-mae:4184.32471 validation_1-mae:6005.24609 [1369] validation_0-mae:4183.42334 validation_1-mae:6004.70166 [1370] validation_0-mae:4182.80859 validation_1-mae:6004.50098 [1371] validation_0-mae:4182.01025 validation_1-mae:6004.35742 [1372] validation_0-mae:4180.99365 validation_1-mae:6003.93066 [1373] validation_0-mae:4179.48828 validation_1-mae:6003.98682 [1374] validation_0-mae:4178.76367 validation_1-mae:6003.93994 [1375] validation_0-mae:4177.99805 validation_1-mae:6003.65820 [1376] validation_0-mae:4177.24853 validation_1-mae:6003.54883 [1377] validation_0-mae:4175.91162 validation_1-mae:6003.87402 [1378] validation_0-mae:4175.32324 validation_1-mae:6003.91504 [1379] validation_0-mae:4174.40820 validation_1-mae:6003.76514 [1380] validation_0-mae:4174.09326 validation_1-mae:6003.79053 [1381] validation_0-mae:4173.36230 validation_1-mae:6003.68457 [1382] validation_0-mae:4172.80322 validation_1-mae:6004.04639 [1383] validation_0-mae:4171.89502 validation_1-mae:6004.60107 [1384] validation_0-mae:4170.80029 validation_1-mae:6004.92188 [1385] validation_0-mae:4170.09912 validation_1-mae:6005.02246 [1386] validation_0-mae:4169.79883 validation_1-mae:6005.08350 [1387] validation_0-mae:4168.75439 validation_1-mae:6005.00488 [1388] validation_0-mae:4167.89941 validation_1-mae:6004.67432 [1389] validation_0-mae:4167.30762 validation_1-mae:6004.93799 [1390] validation_0-mae:4166.37451 validation_1-mae:6004.65332 [1391] validation_0-mae:4166.06787 validation_1-mae:6004.74268 [1392] validation_0-mae:4164.81006 validation_1-mae:6004.32471 [1393] validation_0-mae:4164.12598 validation_1-mae:6004.21240 [1394] validation_0-mae:4162.87744 validation_1-mae:6004.24805 [1395] validation_0-mae:4162.14844 validation_1-mae:6004.32568 [1396] validation_0-mae:4161.60889 validation_1-mae:6004.40332 [1397] validation_0-mae:4160.17578 validation_1-mae:6004.17139 [1398] validation_0-mae:4159.40332 validation_1-mae:6004.35889 [1399] validation_0-mae:4158.50147 validation_1-mae:6004.23779 [1400] validation_0-mae:4157.69287 validation_1-mae:6004.50488 [1401] validation_0-mae:4156.85449 validation_1-mae:6004.12305 [1402] validation_0-mae:4156.06934 validation_1-mae:6003.92041 [1403] validation_0-mae:4155.38428 validation_1-mae:6003.93018 [1404] validation_0-mae:4154.25830 validation_1-mae:6004.47998 [1405] validation_0-mae:4153.45850 validation_1-mae:6004.95020 [1406] validation_0-mae:4152.14844 validation_1-mae:6005.00781 [1407] validation_0-mae:4151.20605 validation_1-mae:6004.99463 [1408] validation_0-mae:4150.46094 validation_1-mae:6005.04932 [1409] validation_0-mae:4149.39160 validation_1-mae:6004.95215 [1410] validation_0-mae:4148.87647 validation_1-mae:6004.94971 [1411] validation_0-mae:4148.47510 validation_1-mae:6005.08887 [1412] validation_0-mae:4147.73047 validation_1-mae:6004.77246 [1413] validation_0-mae:4147.06738 validation_1-mae:6005.05127 [1414] validation_0-mae:4146.40088 validation_1-mae:6005.10938 [1415] validation_0-mae:4144.80859 validation_1-mae:6004.80273 [1416] validation_0-mae:4143.76758 validation_1-mae:6005.49121 [1417] validation_0-mae:4143.00830 validation_1-mae:6005.79980 [1418] validation_0-mae:4141.87402 validation_1-mae:6005.53125 [1419] validation_0-mae:4141.28516 validation_1-mae:6005.33252 [1420] validation_0-mae:4140.33838 validation_1-mae:6005.85547 [1421] validation_0-mae:4139.07178 validation_1-mae:6006.26855 [1422] validation_0-mae:4138.53516 validation_1-mae:6006.25098 [1423] validation_0-mae:4138.06738 validation_1-mae:6006.31689 [1424] validation_0-mae:4137.46826 validation_1-mae:6006.69678 [1425] validation_0-mae:4137.43359 validation_1-mae:6006.69531 [1426] validation_0-mae:4136.38477 validation_1-mae:6006.87305 [1427] validation_0-mae:4134.82666 validation_1-mae:6006.66064 [1428] validation_0-mae:4133.67578 validation_1-mae:6006.78613 [1429] validation_0-mae:4132.44238 validation_1-mae:6006.41846 [1430] validation_0-mae:4131.53564 validation_1-mae:6006.42578 [1431] validation_0-mae:4130.98828 validation_1-mae:6006.31934 [1432] validation_0-mae:4130.55762 validation_1-mae:6006.41895 [1433] validation_0-mae:4130.05518 validation_1-mae:6006.49072 [1434] validation_0-mae:4129.04395 validation_1-mae:6007.42529 [1435] validation_0-mae:4128.69873 validation_1-mae:6007.55176 [1436] validation_0-mae:4127.88574 validation_1-mae:6007.67139 [1437] validation_0-mae:4127.47607 validation_1-mae:6007.52393 [1438] validation_0-mae:4126.28516 validation_1-mae:6007.26270 [1439] validation_0-mae:4125.64111 validation_1-mae:6007.03516 [1440] validation_0-mae:4125.38525 validation_1-mae:6007.16748 [1441] validation_0-mae:4124.96436 validation_1-mae:6007.30127 [1442] validation_0-mae:4124.56152 validation_1-mae:6007.48633 [1443] validation_0-mae:4123.99072 validation_1-mae:6007.75830 [1444] validation_0-mae:4122.22217 validation_1-mae:6007.31787 [1445] validation_0-mae:4121.54395 validation_1-mae:6007.10596 [1446] validation_0-mae:4120.91895 validation_1-mae:6006.95996 [1447] validation_0-mae:4119.72754 validation_1-mae:6006.82373 [1448] validation_0-mae:4118.70361 validation_1-mae:6006.53174 [1449] validation_0-mae:4117.47852 validation_1-mae:6006.22510 [1450] validation_0-mae:4116.64795 validation_1-mae:6006.60400 [1451] validation_0-mae:4115.31397 validation_1-mae:6006.83643 [1452] validation_0-mae:4114.06397 validation_1-mae:6006.51758 [1453] validation_0-mae:4113.62891 validation_1-mae:6006.53662 [1454] validation_0-mae:4112.71875 validation_1-mae:6006.41797 [1455] validation_0-mae:4111.43262 validation_1-mae:6006.37158 [1456] validation_0-mae:4109.88330 validation_1-mae:6005.88867 [1457] validation_0-mae:4109.64551 validation_1-mae:6006.08594 [1458] validation_0-mae:4109.28369 validation_1-mae:6006.41162 [1459] validation_0-mae:4108.90869 validation_1-mae:6006.33350 [1460] validation_0-mae:4108.51025 validation_1-mae:6006.58154 [1461] validation_0-mae:4108.10254 validation_1-mae:6006.77295 [1462] validation_0-mae:4107.55664 validation_1-mae:6006.77637 [1463] validation_0-mae:4106.36377 validation_1-mae:6006.29248 [1464] validation_0-mae:4106.32617 validation_1-mae:6006.32520 [1465] validation_0-mae:4105.31641 validation_1-mae:6006.16553 [1466] validation_0-mae:4104.15576 validation_1-mae:6005.96484 [1467] validation_0-mae:4102.95947 validation_1-mae:6005.74658 [1468] validation_0-mae:4102.05078 validation_1-mae:6006.03076 [1469] validation_0-mae:4100.76953 validation_1-mae:6006.32275 [1470] validation_0-mae:4099.54102 validation_1-mae:6006.39648 [1471] validation_0-mae:4098.45508 validation_1-mae:6005.97314 [1472] validation_0-mae:4097.42188 validation_1-mae:6006.20508 [1473] validation_0-mae:4096.42285 validation_1-mae:6005.91553 [1474] validation_0-mae:4095.58008 validation_1-mae:6006.29004 [1475] validation_0-mae:4094.55273 validation_1-mae:6005.93799 [1476] validation_0-mae:4093.94849 validation_1-mae:6006.13672 [1477] validation_0-mae:4093.32105 validation_1-mae:6006.02930 [1478] validation_0-mae:4092.71851 validation_1-mae:6006.19385 [1479] validation_0-mae:4091.91894 validation_1-mae:6005.95508 [1480] validation_0-mae:4091.47290 validation_1-mae:6005.74707 [1481] validation_0-mae:4090.81177 validation_1-mae:6005.89648 [1482] validation_0-mae:4089.87134 validation_1-mae:6006.33203 [1483] validation_0-mae:4089.35840 validation_1-mae:6006.19873 [1484] validation_0-mae:4088.92529 validation_1-mae:6006.41211 [1485] validation_0-mae:4088.05786 validation_1-mae:6006.95215 [1486] validation_0-mae:4087.21826 validation_1-mae:6006.91748 [1487] validation_0-mae:4086.55225 validation_1-mae:6006.97217 [1488] validation_0-mae:4085.72925 validation_1-mae:6007.26611 [1489] validation_0-mae:4084.97510 validation_1-mae:6007.21826 [1490] validation_0-mae:4083.56396 validation_1-mae:6007.19873 [1491] validation_0-mae:4082.86353 validation_1-mae:6007.53125 [1492] validation_0-mae:4082.56323 validation_1-mae:6007.58252 [1493] validation_0-mae:4082.22827 validation_1-mae:6007.57031 [1494] validation_0-mae:4081.80811 validation_1-mae:6007.65381 [1495] validation_0-mae:4081.13794 validation_1-mae:6007.63379 [1496] validation_0-mae:4080.76343 validation_1-mae:6007.51367 [1497] validation_0-mae:4080.22656 validation_1-mae:6007.28223 [1498] validation_0-mae:4079.46460 validation_1-mae:6007.32227 [1499] validation_0-mae:4078.95044 validation_1-mae:6007.06445 [1500] validation_0-mae:4078.75146 validation_1-mae:6007.16895 [1501] validation_0-mae:4078.49609 validation_1-mae:6007.06543 [1502] validation_0-mae:4078.34985 validation_1-mae:6007.13135 [1503] validation_0-mae:4077.73462 validation_1-mae:6007.03564 [1504] validation_0-mae:4077.43115 validation_1-mae:6007.23193 [1505] validation_0-mae:4076.64478 validation_1-mae:6007.65332 [1506] validation_0-mae:4075.87769 validation_1-mae:6007.57812 [1507] validation_0-mae:4074.68311 validation_1-mae:6007.16309 [1508] validation_0-mae:4074.45483 validation_1-mae:6007.09033 [1509] validation_0-mae:4073.88403 validation_1-mae:6006.81982 [1510] validation_0-mae:4073.59033 validation_1-mae:6006.91406 [1511] validation_0-mae:4072.70825 validation_1-mae:6006.62939 [1512] validation_0-mae:4072.19019 validation_1-mae:6006.89209 [1513] validation_0-mae:4071.22021 validation_1-mae:6007.26221 [1514] validation_0-mae:4069.73584 validation_1-mae:6007.62305 [1515] validation_0-mae:4068.66040 validation_1-mae:6007.02637 [1516] validation_0-mae:4067.78613 validation_1-mae:6007.03027 [1517] validation_0-mae:4066.28125 validation_1-mae:6006.64502 [1518] validation_0-mae:4065.38086 validation_1-mae:6006.16113 [1519] validation_0-mae:4064.11792 validation_1-mae:6005.33203 [1520] validation_0-mae:4063.33765 validation_1-mae:6004.87793 [1521] validation_0-mae:4062.75659 validation_1-mae:6004.77197 [1522] validation_0-mae:4061.84912 validation_1-mae:6004.33203 [1523] validation_0-mae:4060.55103 validation_1-mae:6004.67578 [1524] validation_0-mae:4058.91968 validation_1-mae:6003.82324 [1525] validation_0-mae:4057.89893 validation_1-mae:6003.86377 [1526] validation_0-mae:4057.19800 validation_1-mae:6004.10303 [1527] validation_0-mae:4056.07007 validation_1-mae:6004.13916 [1528] validation_0-mae:4054.94214 validation_1-mae:6004.26807 [1529] validation_0-mae:4053.68774 validation_1-mae:6003.90186 [1530] validation_0-mae:4052.77930 validation_1-mae:6004.02686 [1531] validation_0-mae:4051.90137 validation_1-mae:6003.87695 [1532] validation_0-mae:4051.22095 validation_1-mae:6004.09228 [1533] validation_0-mae:4050.54004 validation_1-mae:6004.13037 [1534] validation_0-mae:4049.89453 validation_1-mae:6004.41309 [1535] validation_0-mae:4048.55005 validation_1-mae:6004.32178 [1536] validation_0-mae:4048.20068 validation_1-mae:6004.45117 [1537] validation_0-mae:4046.90820 validation_1-mae:6004.39941 [1538] validation_0-mae:4046.20142 validation_1-mae:6004.13623 [1539] validation_0-mae:4045.51221 validation_1-mae:6004.27295 [1540] validation_0-mae:4044.97974 validation_1-mae:6004.23877 [1541] validation_0-mae:4044.95801 validation_1-mae:6004.25977 [1542] validation_0-mae:4044.22290 validation_1-mae:6003.82471 [1543] validation_0-mae:4043.26685 validation_1-mae:6003.90674 [1544] validation_0-mae:4042.44116 validation_1-mae:6003.82031 [1545] validation_0-mae:4041.39819 validation_1-mae:6003.89062 [1546] validation_0-mae:4040.68042 validation_1-mae:6003.77051 [1547] validation_0-mae:4039.95019 validation_1-mae:6004.09180 [1548] validation_0-mae:4038.69653 validation_1-mae:6003.43164 [1549] validation_0-mae:4037.60107 validation_1-mae:6003.61084 [1550] validation_0-mae:4036.17065 validation_1-mae:6003.74902 [1551] validation_0-mae:4035.61768 validation_1-mae:6003.67432 [1552] validation_0-mae:4034.88452 validation_1-mae:6003.72852 [1553] validation_0-mae:4034.66235 validation_1-mae:6003.74805 [1554] validation_0-mae:4034.15039 validation_1-mae:6003.81885 [1555] validation_0-mae:4032.99634 validation_1-mae:6003.45264 [1556] validation_0-mae:4032.21411 validation_1-mae:6003.34326 [1557] validation_0-mae:4031.58106 validation_1-mae:6003.03418 [1558] validation_0-mae:4030.74731 validation_1-mae:6003.01562 [1559] validation_0-mae:4030.33423 validation_1-mae:6003.32520 [1560] validation_0-mae:4029.97070 validation_1-mae:6003.21484 [1561] validation_0-mae:4029.39917 validation_1-mae:6003.23486 [1562] validation_0-mae:4028.77222 validation_1-mae:6003.12353 [1563] validation_0-mae:4028.57690 validation_1-mae:6003.05713 [1564] validation_0-mae:4028.50635 validation_1-mae:6003.05566 [1565] validation_0-mae:4028.48535 validation_1-mae:6003.06103 [1566] validation_0-mae:4028.12256 validation_1-mae:6003.25293 [1567] validation_0-mae:4026.95850 validation_1-mae:6003.28564 [1568] validation_0-mae:4025.80176 validation_1-mae:6002.94189 [1569] validation_0-mae:4025.40015 validation_1-mae:6002.96973 [1570] validation_0-mae:4024.12500 validation_1-mae:6002.52051 [1571] validation_0-mae:4023.45606 validation_1-mae:6002.51758 [1572] validation_0-mae:4022.31958 validation_1-mae:6001.92480 [1573] validation_0-mae:4022.05395 validation_1-mae:6002.16162 [1574] validation_0-mae:4021.06030 validation_1-mae:6001.57861 [1575] validation_0-mae:4020.25244 validation_1-mae:6001.73145 [1576] validation_0-mae:4019.22998 validation_1-mae:6001.56494 [1577] validation_0-mae:4018.80762 validation_1-mae:6001.53125 [1578] validation_0-mae:4018.05933 validation_1-mae:6001.20557 [1579] validation_0-mae:4017.75024 validation_1-mae:6001.41016 [1580] validation_0-mae:4016.93701 validation_1-mae:6001.31006 [1581] validation_0-mae:4016.52783 validation_1-mae:6001.00537 [1582] validation_0-mae:4015.83106 validation_1-mae:6001.08838 [1583] validation_0-mae:4014.88232 validation_1-mae:6000.91992 [1584] validation_0-mae:4014.20679 validation_1-mae:6000.95703 [1585] validation_0-mae:4014.08740 validation_1-mae:6001.04443 [1586] validation_0-mae:4013.36157 validation_1-mae:6000.93164 [1587] validation_0-mae:4012.42163 validation_1-mae:6000.88135 [1588] validation_0-mae:4012.22827 validation_1-mae:6000.91455 [1589] validation_0-mae:4012.14356 validation_1-mae:6000.93652 [1590] validation_0-mae:4011.82666 validation_1-mae:6001.03906 [1591] validation_0-mae:4011.73633 validation_1-mae:6001.03613 [1592] validation_0-mae:4011.12793 validation_1-mae:6001.26025 [1593] validation_0-mae:4010.98340 validation_1-mae:6001.37256 [1594] validation_0-mae:4010.73901 validation_1-mae:6001.58594 [1595] validation_0-mae:4009.94019 validation_1-mae:6001.53272 [1596] validation_0-mae:4009.20361 validation_1-mae:6001.88379 [1597] validation_0-mae:4008.45898 validation_1-mae:6001.83057 [1598] validation_0-mae:4007.71582 validation_1-mae:6002.32666 [1599] validation_0-mae:4006.73022 validation_1-mae:6002.57422 [1600] validation_0-mae:4005.72705 validation_1-mae:6002.24805 [1601] validation_0-mae:4005.38892 validation_1-mae:6002.19238 [1602] validation_0-mae:4004.26880 validation_1-mae:6001.96680 [1603] validation_0-mae:4003.00586 validation_1-mae:6002.30273 [1604] validation_0-mae:4001.79175 validation_1-mae:6002.65527 [1605] validation_0-mae:3999.64990 validation_1-mae:6001.99853 [1606] validation_0-mae:3997.82373 validation_1-mae:6001.66797 [1607] validation_0-mae:3997.29443 validation_1-mae:6001.35205 [1608] validation_0-mae:3996.52954 validation_1-mae:6001.41406 [1609] validation_0-mae:3995.36621 validation_1-mae:6001.23291 [1610] validation_0-mae:3994.68555 validation_1-mae:6001.20996 [1611] validation_0-mae:3993.49341 validation_1-mae:6001.34766 [1612] validation_0-mae:3992.66089 validation_1-mae:6001.15967 [1613] validation_0-mae:3992.33594 validation_1-mae:6001.27637 [1614] validation_0-mae:3991.54517 validation_1-mae:6001.60889 [1615] validation_0-mae:3990.97900 validation_1-mae:6001.86182 [1616] validation_0-mae:3990.28418 validation_1-mae:6001.95557 [1617] validation_0-mae:3989.39502 validation_1-mae:6002.42871 [1618] validation_0-mae:3988.80762 validation_1-mae:6002.61035 [1619] validation_0-mae:3988.28296 validation_1-mae:6002.54248 [1620] validation_0-mae:3987.41748 validation_1-mae:6002.38525 [1621] validation_0-mae:3985.68091 validation_1-mae:6002.04785 [1622] validation_0-mae:3984.45947 validation_1-mae:6001.68457 [1623] validation_0-mae:3983.67871 validation_1-mae:6001.24463 [1624] validation_0-mae:3983.37769 validation_1-mae:6001.56250 [1625] validation_0-mae:3981.87012 validation_1-mae:6001.07812 [1626] validation_0-mae:3981.19238 validation_1-mae:6001.09619 [1627] validation_0-mae:3980.55811 validation_1-mae:6001.10498 [1628] validation_0-mae:3980.29346 validation_1-mae:6001.06103 [1629] validation_0-mae:3979.83374 validation_1-mae:6001.12012 [1630] validation_0-mae:3978.80835 validation_1-mae:6001.27881 [1631] validation_0-mae:3977.86060 validation_1-mae:6001.44873 [1632] validation_0-mae:3977.34692 validation_1-mae:6001.44336 [1633] validation_0-mae:3976.48389 validation_1-mae:6001.12207 [1634] validation_0-mae:3975.34033 validation_1-mae:6000.23486 [1635] validation_0-mae:3974.97388 validation_1-mae:6000.11523 [1636] validation_0-mae:3974.29346 validation_1-mae:6000.29980 [1637] validation_0-mae:3973.61255 validation_1-mae:6000.14209 [1638] validation_0-mae:3972.89356 validation_1-mae:5999.81641 [1639] validation_0-mae:3972.02441 validation_1-mae:6000.28857 [1640] validation_0-mae:3971.11304 validation_1-mae:6000.81055 [1641] validation_0-mae:3969.57275 validation_1-mae:6000.88135 [1642] validation_0-mae:3968.47656 validation_1-mae:6001.23975 [1643] validation_0-mae:3967.35742 validation_1-mae:6001.35205 [1644] validation_0-mae:3967.02441 validation_1-mae:6001.59473 [1645] validation_0-mae:3966.36816 validation_1-mae:6001.62744 [1646] validation_0-mae:3965.40698 validation_1-mae:6001.47022 [1647] validation_0-mae:3964.79907 validation_1-mae:6001.59473 [1648] validation_0-mae:3964.14233 validation_1-mae:6001.77148 [1649] validation_0-mae:3963.62744 validation_1-mae:6001.91992 [1650] validation_0-mae:3963.42847 validation_1-mae:6001.69141 [1651] validation_0-mae:3962.67920 validation_1-mae:6001.38428 [1652] validation_0-mae:3962.09692 validation_1-mae:6001.24707 [1653] validation_0-mae:3961.19629 validation_1-mae:6000.92676 [1654] validation_0-mae:3960.67529 validation_1-mae:6000.84424 [1655] validation_0-mae:3960.23120 validation_1-mae:6001.03027 [1656] validation_0-mae:3959.61401 validation_1-mae:6001.26270 [1657] validation_0-mae:3959.24512 validation_1-mae:6001.15723 [1658] validation_0-mae:3958.27710 validation_1-mae:6001.55273 [1659] validation_0-mae:3957.67285 validation_1-mae:6001.57324 [1660] validation_0-mae:3957.14722 validation_1-mae:6001.52100 [1661] validation_0-mae:3955.83594 validation_1-mae:6001.66162 [1662] validation_0-mae:3954.76929 validation_1-mae:6001.36621 [1663] validation_0-mae:3953.14478 validation_1-mae:6002.23877 [1664] validation_0-mae:3952.70117 validation_1-mae:6002.15869 [1665] validation_0-mae:3952.02832 validation_1-mae:6002.09668 [1666] validation_0-mae:3950.94946 validation_1-mae:6001.85547 [1667] validation_0-mae:3949.34082 validation_1-mae:6001.39111 [1668] validation_0-mae:3948.61450 validation_1-mae:6001.42041 [1669] validation_0-mae:3947.99585 validation_1-mae:6001.54492 [1670] validation_0-mae:3947.60449 validation_1-mae:6001.78076 [1671] validation_0-mae:3946.85718 validation_1-mae:6001.73975 [1672] validation_0-mae:3945.71240 validation_1-mae:6002.00928 [1673] validation_0-mae:3945.43848 validation_1-mae:6001.84082 [1674] validation_0-mae:3944.80469 validation_1-mae:6001.79346 [1675] validation_0-mae:3943.38159 validation_1-mae:6001.58496 [1676] validation_0-mae:3942.45142 validation_1-mae:6001.50977 [1677] validation_0-mae:3941.58228 validation_1-mae:6001.40918 [1678] validation_0-mae:3940.68286 validation_1-mae:6001.76123 [1679] validation_0-mae:3939.37476 validation_1-mae:6001.08984 [1680] validation_0-mae:3938.22754 validation_1-mae:6001.32080 [1681] validation_0-mae:3937.58887 validation_1-mae:6001.57666 [1682] validation_0-mae:3936.75830 validation_1-mae:6002.02588 [1683] validation_0-mae:3935.98267 validation_1-mae:6002.23145 [1684] validation_0-mae:3935.28906 validation_1-mae:6002.15723 [1685] validation_0-mae:3934.14697 validation_1-mae:6002.20557 [1686] validation_0-mae:3933.16894 validation_1-mae:6002.40869 [1687] validation_0-mae:3932.19092 validation_1-mae:6002.58984 [1688] validation_0-mae:3931.03638 validation_1-mae:6002.05127 [1689] validation_0-mae:3930.30225 validation_1-mae:6002.05322 [1690] validation_0-mae:3929.71191 validation_1-mae:6002.04199 [1691] validation_0-mae:3928.68701 validation_1-mae:6001.97022 [1692] validation_0-mae:3927.52856 validation_1-mae:6002.37353 [1693] validation_0-mae:3926.61816 validation_1-mae:6002.19873 [1694] validation_0-mae:3925.25171 validation_1-mae:6002.07861 [1695] validation_0-mae:3924.56592 validation_1-mae:6002.12012 [1696] validation_0-mae:3924.07129 validation_1-mae:6002.12353 [1697] validation_0-mae:3923.32349 validation_1-mae:6001.84522 [1698] validation_0-mae:3922.70581 validation_1-mae:6001.44580 [1699] validation_0-mae:3921.94141 validation_1-mae:6001.05225 Dropping: oso [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.14258 [13] validation_0-mae:9819.97461 validation_1-mae:9626.33984 [14] validation_0-mae:9418.90527 validation_1-mae:9235.68164 [15] validation_0-mae:9084.41894 validation_1-mae:8908.25391 [16] validation_0-mae:8802.76660 validation_1-mae:8636.84473 [17] validation_0-mae:8567.56836 validation_1-mae:8412.41309 [18] validation_0-mae:8374.73828 validation_1-mae:8224.23438 [19] validation_0-mae:8211.97070 validation_1-mae:8071.29590 [20] validation_0-mae:8069.25439 validation_1-mae:7940.15967 [21] validation_0-mae:7944.89600 validation_1-mae:7832.24023 [22] validation_0-mae:7846.75684 validation_1-mae:7746.34766 [23] validation_0-mae:7760.49268 validation_1-mae:7677.21875 [24] validation_0-mae:7676.77881 validation_1-mae:7598.87256 [25] validation_0-mae:7604.22461 validation_1-mae:7535.55176 [26] validation_0-mae:7548.76855 validation_1-mae:7488.76709 [27] validation_0-mae:7488.48926 validation_1-mae:7434.73730 [28] validation_0-mae:7439.25342 validation_1-mae:7393.64648 [29] validation_0-mae:7397.08154 validation_1-mae:7359.47461 [30] validation_0-mae:7361.37988 validation_1-mae:7329.00977 [31] validation_0-mae:7320.82324 validation_1-mae:7292.46973 [32] validation_0-mae:7292.41406 validation_1-mae:7275.00244 [33] validation_0-mae:7264.21240 validation_1-mae:7254.37305 [34] validation_0-mae:7233.89893 validation_1-mae:7234.41455 [35] validation_0-mae:7202.42920 validation_1-mae:7209.77051 [36] validation_0-mae:7185.20361 validation_1-mae:7196.35596 [37] validation_0-mae:7167.49853 validation_1-mae:7186.34033 [38] validation_0-mae:7142.06152 validation_1-mae:7164.84180 [39] validation_0-mae:7120.69287 validation_1-mae:7147.65527 [40] validation_0-mae:7102.86865 validation_1-mae:7137.28711 [41] validation_0-mae:7086.70312 validation_1-mae:7124.89307 [42] validation_0-mae:7069.58447 validation_1-mae:7114.15039 [43] validation_0-mae:7049.53027 validation_1-mae:7100.34131 [44] validation_0-mae:7037.13135 validation_1-mae:7089.66064 [45] validation_0-mae:7011.87891 validation_1-mae:7069.21728 [46] validation_0-mae:6988.43945 validation_1-mae:7049.41797 [47] validation_0-mae:6972.56152 validation_1-mae:7041.35059 [48] validation_0-mae:6947.87549 validation_1-mae:7022.88232 [49] validation_0-mae:6933.69238 validation_1-mae:7012.83203 [50] validation_0-mae:6915.77197 validation_1-mae:6999.90332 [51] validation_0-mae:6900.55615 validation_1-mae:6987.45410 [52] validation_0-mae:6889.27197 validation_1-mae:6981.66797 [53] validation_0-mae:6875.39160 validation_1-mae:6972.06055 [54] validation_0-mae:6865.36963 validation_1-mae:6967.88379 [55] validation_0-mae:6847.73633 validation_1-mae:6952.25342 [56] validation_0-mae:6831.06250 validation_1-mae:6937.82861 [57] validation_0-mae:6822.33252 validation_1-mae:6933.69629 [58] validation_0-mae:6810.88574 validation_1-mae:6923.20605 [59] validation_0-mae:6795.66113 validation_1-mae:6909.86475 [60] validation_0-mae:6783.38623 validation_1-mae:6898.94043 [61] validation_0-mae:6770.12353 validation_1-mae:6890.72900 [62] validation_0-mae:6758.69922 validation_1-mae:6881.04736 [63] validation_0-mae:6745.79736 validation_1-mae:6869.66309 [64] validation_0-mae:6735.05664 validation_1-mae:6862.22363 [65] validation_0-mae:6720.97022 validation_1-mae:6854.14160 [66] validation_0-mae:6707.59766 validation_1-mae:6844.09814 [67] validation_0-mae:6697.44971 validation_1-mae:6836.10596 [68] validation_0-mae:6681.71289 validation_1-mae:6823.43213 [69] validation_0-mae:6674.26904 validation_1-mae:6820.35254 [70] validation_0-mae:6661.05762 validation_1-mae:6810.91699 [71] validation_0-mae:6648.99853 validation_1-mae:6800.90772 [72] validation_0-mae:6638.93311 validation_1-mae:6793.71094 [73] validation_0-mae:6625.05029 validation_1-mae:6780.30078 [74] validation_0-mae:6616.62842 validation_1-mae:6775.85840 [75] validation_0-mae:6610.62012 validation_1-mae:6771.49805 [76] validation_0-mae:6603.80420 validation_1-mae:6765.26416 [77] validation_0-mae:6596.43213 validation_1-mae:6759.53418 [78] validation_0-mae:6586.54492 validation_1-mae:6752.60449 [79] validation_0-mae:6568.51367 validation_1-mae:6739.20508 [80] validation_0-mae:6559.98779 validation_1-mae:6730.87500 [81] validation_0-mae:6554.15430 validation_1-mae:6727.84814 [82] validation_0-mae:6549.21728 validation_1-mae:6724.98291 [83] validation_0-mae:6538.87939 validation_1-mae:6715.95508 [84] validation_0-mae:6527.83887 validation_1-mae:6708.54053 [85] validation_0-mae:6517.57812 validation_1-mae:6700.57227 [86] validation_0-mae:6507.20898 validation_1-mae:6691.45801 [87] validation_0-mae:6496.58496 validation_1-mae:6682.56445 [88] validation_0-mae:6488.78564 validation_1-mae:6676.83350 [89] validation_0-mae:6481.41064 validation_1-mae:6672.53369 [90] validation_0-mae:6472.61816 validation_1-mae:6666.14160 [91] validation_0-mae:6465.72559 validation_1-mae:6660.39941 [92] validation_0-mae:6457.99121 validation_1-mae:6656.87256 [93] validation_0-mae:6449.30420 validation_1-mae:6651.78564 [94] validation_0-mae:6442.65039 validation_1-mae:6649.45850 [95] validation_0-mae:6436.48730 validation_1-mae:6645.94043 [96] validation_0-mae:6430.90332 validation_1-mae:6642.14941 [97] validation_0-mae:6421.56250 validation_1-mae:6634.01074 [98] validation_0-mae:6414.93213 validation_1-mae:6628.63281 [99] validation_0-mae:6408.81934 validation_1-mae:6626.44873 [100] validation_0-mae:6401.79639 validation_1-mae:6621.62549 [101] validation_0-mae:6395.25635 validation_1-mae:6617.37451 [102] validation_0-mae:6385.71338 validation_1-mae:6611.14697 [103] validation_0-mae:6382.72900 validation_1-mae:6609.18506 [104] validation_0-mae:6371.06250 validation_1-mae:6601.62061 [105] validation_0-mae:6365.32129 validation_1-mae:6597.25049 [106] validation_0-mae:6359.92432 validation_1-mae:6593.40039 [107] validation_0-mae:6356.36768 validation_1-mae:6590.12744 [108] validation_0-mae:6352.00342 validation_1-mae:6587.80615 [109] validation_0-mae:6346.24951 validation_1-mae:6585.39697 [110] validation_0-mae:6340.13330 validation_1-mae:6582.44580 [111] validation_0-mae:6336.01221 validation_1-mae:6580.04346 [112] validation_0-mae:6334.55664 validation_1-mae:6579.26758 [113] validation_0-mae:6329.98584 validation_1-mae:6575.83398 [114] validation_0-mae:6324.93555 validation_1-mae:6570.93164 [115] validation_0-mae:6322.37793 validation_1-mae:6569.17627 [116] validation_0-mae:6315.32031 validation_1-mae:6564.49951 [117] validation_0-mae:6308.36768 validation_1-mae:6560.79102 [118] validation_0-mae:6303.34863 validation_1-mae:6559.08936 [119] validation_0-mae:6297.61670 validation_1-mae:6556.33301 [120] validation_0-mae:6288.86572 validation_1-mae:6548.54932 [121] validation_0-mae:6285.31299 validation_1-mae:6546.77197 [122] validation_0-mae:6281.40430 validation_1-mae:6544.61572 [123] validation_0-mae:6272.67236 validation_1-mae:6538.29883 [124] validation_0-mae:6267.21875 validation_1-mae:6535.59766 [125] validation_0-mae:6260.98877 validation_1-mae:6531.18652 [126] validation_0-mae:6258.20312 validation_1-mae:6528.37207 [127] validation_0-mae:6253.70752 validation_1-mae:6526.69141 [128] validation_0-mae:6248.64355 validation_1-mae:6522.47998 [129] validation_0-mae:6245.47266 validation_1-mae:6520.46289 [130] validation_0-mae:6240.32959 validation_1-mae:6517.87305 [131] validation_0-mae:6235.25439 validation_1-mae:6515.26074 [132] validation_0-mae:6234.45117 validation_1-mae:6515.53760 [133] validation_0-mae:6227.65674 validation_1-mae:6510.95703 [134] validation_0-mae:6222.34668 validation_1-mae:6507.13281 [135] validation_0-mae:6218.51318 validation_1-mae:6505.81738 [136] validation_0-mae:6209.04932 validation_1-mae:6499.45947 [137] validation_0-mae:6203.84570 validation_1-mae:6497.69141 [138] validation_0-mae:6200.41016 validation_1-mae:6496.43262 [139] validation_0-mae:6198.73340 validation_1-mae:6494.94189 [140] validation_0-mae:6194.88770 validation_1-mae:6492.27930 [141] validation_0-mae:6191.19678 validation_1-mae:6490.53272 [142] validation_0-mae:6185.67139 validation_1-mae:6487.79248 [143] validation_0-mae:6178.17920 validation_1-mae:6482.55225 [144] validation_0-mae:6171.25488 validation_1-mae:6479.02930 [145] validation_0-mae:6165.66992 validation_1-mae:6476.28418 [146] validation_0-mae:6163.16943 validation_1-mae:6475.99463 [147] validation_0-mae:6157.72607 validation_1-mae:6472.50439 [148] validation_0-mae:6155.37500 validation_1-mae:6470.35107 [149] validation_0-mae:6153.06397 validation_1-mae:6468.75342 [150] validation_0-mae:6147.46240 validation_1-mae:6465.81982 [151] validation_0-mae:6142.81689 validation_1-mae:6463.96582 [152] validation_0-mae:6140.29541 validation_1-mae:6462.97412 [153] validation_0-mae:6135.16797 validation_1-mae:6460.71973 [154] validation_0-mae:6130.79004 validation_1-mae:6458.09717 [155] validation_0-mae:6125.47461 validation_1-mae:6456.81738 [156] validation_0-mae:6121.02930 validation_1-mae:6454.35645 [157] validation_0-mae:6117.35156 validation_1-mae:6452.27100 [158] validation_0-mae:6113.85059 validation_1-mae:6451.14551 [159] validation_0-mae:6107.11865 validation_1-mae:6448.83105 [160] validation_0-mae:6105.71680 validation_1-mae:6448.08252 [161] validation_0-mae:6098.78320 validation_1-mae:6443.40918 [162] validation_0-mae:6095.63916 validation_1-mae:6440.93603 [163] validation_0-mae:6091.42041 validation_1-mae:6440.11914 [164] validation_0-mae:6084.92871 validation_1-mae:6435.65478 [165] validation_0-mae:6082.25977 validation_1-mae:6435.41797 [166] validation_0-mae:6078.09766 validation_1-mae:6432.43994 [167] validation_0-mae:6075.02002 validation_1-mae:6431.34619 [168] validation_0-mae:6071.53174 validation_1-mae:6429.27832 [169] validation_0-mae:6067.41211 validation_1-mae:6426.06006 [170] validation_0-mae:6061.59961 validation_1-mae:6421.99121 [171] validation_0-mae:6056.04150 validation_1-mae:6418.04248 [172] validation_0-mae:6051.96094 validation_1-mae:6416.37988 [173] validation_0-mae:6050.09033 validation_1-mae:6416.08301 [174] validation_0-mae:6047.81787 validation_1-mae:6416.54736 [175] validation_0-mae:6046.68457 validation_1-mae:6416.47412 [176] validation_0-mae:6042.65674 validation_1-mae:6415.86230 [177] validation_0-mae:6040.81299 validation_1-mae:6415.86182 [178] validation_0-mae:6036.30469 validation_1-mae:6412.76465 [179] validation_0-mae:6034.00244 validation_1-mae:6411.58496 [180] validation_0-mae:6030.30322 validation_1-mae:6409.46973 [181] validation_0-mae:6028.42236 validation_1-mae:6408.65527 [182] validation_0-mae:6024.72363 validation_1-mae:6406.65186 [183] validation_0-mae:6016.76367 validation_1-mae:6400.86035 [184] validation_0-mae:6010.52686 validation_1-mae:6396.77930 [185] validation_0-mae:6007.19922 validation_1-mae:6395.00049 [186] validation_0-mae:6002.96484 validation_1-mae:6393.82422 [187] validation_0-mae:5999.69922 validation_1-mae:6392.99414 [188] validation_0-mae:5996.31397 validation_1-mae:6390.20996 [189] validation_0-mae:5995.33008 validation_1-mae:6390.29004 [190] validation_0-mae:5991.64307 validation_1-mae:6389.56787 [191] validation_0-mae:5987.92871 validation_1-mae:6387.20654 [192] validation_0-mae:5984.51416 validation_1-mae:6385.77734 [193] validation_0-mae:5981.03125 validation_1-mae:6383.16064 [194] validation_0-mae:5978.94580 validation_1-mae:6381.67822 [195] validation_0-mae:5976.49365 validation_1-mae:6381.44922 [196] validation_0-mae:5973.32764 validation_1-mae:6380.30029 [197] validation_0-mae:5970.97559 validation_1-mae:6380.39648 [198] validation_0-mae:5968.74072 validation_1-mae:6380.58887 [199] validation_0-mae:5966.24023 validation_1-mae:6378.59424 [200] validation_0-mae:5962.91553 validation_1-mae:6377.31397 [201] validation_0-mae:5961.52832 validation_1-mae:6376.32373 [202] validation_0-mae:5959.78809 validation_1-mae:6375.41553 [203] validation_0-mae:5956.86230 validation_1-mae:6374.09424 [204] validation_0-mae:5955.01172 validation_1-mae:6373.50439 [205] validation_0-mae:5951.70020 validation_1-mae:6372.52588 [206] validation_0-mae:5947.93701 validation_1-mae:6370.70068 [207] validation_0-mae:5945.52539 validation_1-mae:6369.89404 [208] validation_0-mae:5943.25098 validation_1-mae:6368.80322 [209] validation_0-mae:5940.93066 validation_1-mae:6367.19629 [210] validation_0-mae:5938.37598 validation_1-mae:6366.29834 [211] validation_0-mae:5935.52148 validation_1-mae:6366.00147 [212] validation_0-mae:5934.02490 validation_1-mae:6366.02051 [213] validation_0-mae:5930.09228 validation_1-mae:6363.17676 [214] validation_0-mae:5928.44482 validation_1-mae:6362.56689 [215] validation_0-mae:5927.71094 validation_1-mae:6362.12451 [216] validation_0-mae:5924.17139 validation_1-mae:6362.07422 [217] validation_0-mae:5920.76172 validation_1-mae:6360.66797 [218] validation_0-mae:5919.28516 validation_1-mae:6360.45947 [219] validation_0-mae:5916.55664 validation_1-mae:6359.77734 [220] validation_0-mae:5911.98584 validation_1-mae:6357.34277 [221] validation_0-mae:5910.06348 validation_1-mae:6357.31494 [222] validation_0-mae:5906.03857 validation_1-mae:6355.89111 [223] validation_0-mae:5899.92090 validation_1-mae:6352.25098 [224] validation_0-mae:5894.66260 validation_1-mae:6347.50635 [225] validation_0-mae:5888.36523 validation_1-mae:6342.08838 [226] validation_0-mae:5885.62793 validation_1-mae:6341.36035 [227] validation_0-mae:5882.55811 validation_1-mae:6341.12500 [228] validation_0-mae:5881.55811 validation_1-mae:6340.33447 [229] validation_0-mae:5878.99414 validation_1-mae:6339.64014 [230] validation_0-mae:5876.63330 validation_1-mae:6339.86670 [231] validation_0-mae:5874.79053 validation_1-mae:6339.11865 [232] validation_0-mae:5871.23438 validation_1-mae:6337.79688 [233] validation_0-mae:5869.82666 validation_1-mae:6338.49316 [234] validation_0-mae:5867.10498 validation_1-mae:6337.81006 [235] validation_0-mae:5861.61328 validation_1-mae:6335.88818 [236] validation_0-mae:5859.33350 validation_1-mae:6335.81250 [237] validation_0-mae:5856.48291 validation_1-mae:6334.13867 [238] validation_0-mae:5853.01465 validation_1-mae:6333.11523 [239] validation_0-mae:5848.69385 validation_1-mae:6330.18603 [240] validation_0-mae:5841.67432 validation_1-mae:6325.91064 [241] validation_0-mae:5839.42090 validation_1-mae:6325.21973 [242] validation_0-mae:5835.54102 validation_1-mae:6322.86035 [243] validation_0-mae:5830.62256 validation_1-mae:6320.25684 [244] validation_0-mae:5826.96728 validation_1-mae:6318.32324 [245] validation_0-mae:5824.22949 validation_1-mae:6317.08105 [246] validation_0-mae:5821.72656 validation_1-mae:6314.74121 [247] validation_0-mae:5820.86182 validation_1-mae:6314.41260 [248] validation_0-mae:5819.94531 validation_1-mae:6313.86523 [249] validation_0-mae:5817.07129 validation_1-mae:6312.41553 [250] validation_0-mae:5814.91162 validation_1-mae:6312.03906 [251] validation_0-mae:5812.46777 validation_1-mae:6312.35889 [252] validation_0-mae:5811.46191 validation_1-mae:6312.07129 [253] validation_0-mae:5809.31592 validation_1-mae:6310.90967 [254] validation_0-mae:5807.97900 validation_1-mae:6309.87353 [255] validation_0-mae:5805.60791 validation_1-mae:6308.54004 [256] validation_0-mae:5803.87012 validation_1-mae:6308.03027 [257] validation_0-mae:5801.55127 validation_1-mae:6307.62744 [258] validation_0-mae:5798.52978 validation_1-mae:6306.01221 [259] validation_0-mae:5794.22949 validation_1-mae:6302.97217 [260] validation_0-mae:5789.69775 validation_1-mae:6300.34473 [261] validation_0-mae:5787.13037 validation_1-mae:6299.34228 [262] validation_0-mae:5786.38037 validation_1-mae:6298.84473 [263] validation_0-mae:5784.75928 validation_1-mae:6298.65283 [264] validation_0-mae:5783.03516 validation_1-mae:6298.59863 [265] validation_0-mae:5779.41602 validation_1-mae:6296.16748 [266] validation_0-mae:5776.43164 validation_1-mae:6296.12256 [267] validation_0-mae:5773.83496 validation_1-mae:6296.35742 [268] validation_0-mae:5771.12451 validation_1-mae:6294.98096 [269] validation_0-mae:5770.22607 validation_1-mae:6294.97217 [270] validation_0-mae:5767.77783 validation_1-mae:6294.64258 [271] validation_0-mae:5765.64648 validation_1-mae:6294.33838 [272] validation_0-mae:5764.09668 validation_1-mae:6294.35986 [273] validation_0-mae:5762.69043 validation_1-mae:6294.79834 [274] validation_0-mae:5760.02832 validation_1-mae:6293.37793 [275] validation_0-mae:5759.11475 validation_1-mae:6293.52637 [276] validation_0-mae:5758.67236 validation_1-mae:6293.23291 [277] validation_0-mae:5755.04932 validation_1-mae:6291.49512 [278] validation_0-mae:5752.17676 validation_1-mae:6290.95459 [279] validation_0-mae:5750.39404 validation_1-mae:6290.43897 [280] validation_0-mae:5746.45068 validation_1-mae:6287.29883 [281] validation_0-mae:5739.65527 validation_1-mae:6284.08789 [282] validation_0-mae:5737.31689 validation_1-mae:6283.91211 [283] validation_0-mae:5735.29590 validation_1-mae:6283.46240 [284] validation_0-mae:5732.55908 validation_1-mae:6282.11768 [285] validation_0-mae:5731.06689 validation_1-mae:6281.54785 [286] validation_0-mae:5729.36133 validation_1-mae:6281.73877 [287] validation_0-mae:5726.55322 validation_1-mae:6280.66699 [288] validation_0-mae:5722.40674 validation_1-mae:6280.04541 [289] validation_0-mae:5717.36719 validation_1-mae:6277.26904 [290] validation_0-mae:5714.45801 validation_1-mae:6274.86621 [291] validation_0-mae:5710.37842 validation_1-mae:6271.57715 [292] validation_0-mae:5709.92285 validation_1-mae:6271.61816 [293] validation_0-mae:5707.67871 validation_1-mae:6271.09766 [294] validation_0-mae:5705.03418 validation_1-mae:6269.90625 [295] validation_0-mae:5701.70508 validation_1-mae:6268.35156 [296] validation_0-mae:5697.59277 validation_1-mae:6266.93994 [297] validation_0-mae:5695.44141 validation_1-mae:6266.52441 [298] validation_0-mae:5693.34522 validation_1-mae:6265.64551 [299] validation_0-mae:5690.17432 validation_1-mae:6264.07324 [300] validation_0-mae:5687.71582 validation_1-mae:6262.98926 [301] validation_0-mae:5685.55371 validation_1-mae:6260.62598 [302] validation_0-mae:5682.62988 validation_1-mae:6259.25732 [303] validation_0-mae:5679.12598 validation_1-mae:6257.96240 [304] validation_0-mae:5676.03760 validation_1-mae:6255.85254 [305] validation_0-mae:5673.03809 validation_1-mae:6254.65283 [306] validation_0-mae:5670.91992 validation_1-mae:6255.62012 [307] validation_0-mae:5670.58838 validation_1-mae:6255.33887 [308] validation_0-mae:5667.37207 validation_1-mae:6253.66895 [309] validation_0-mae:5662.97314 validation_1-mae:6252.26270 [310] validation_0-mae:5661.01465 validation_1-mae:6251.86182 [311] validation_0-mae:5657.28760 validation_1-mae:6249.64453 [312] validation_0-mae:5651.23291 validation_1-mae:6247.27881 [313] validation_0-mae:5647.40234 validation_1-mae:6245.46533 [314] validation_0-mae:5644.76221 validation_1-mae:6243.07812 [315] validation_0-mae:5642.83057 validation_1-mae:6242.61768 [316] validation_0-mae:5640.50147 validation_1-mae:6241.40967 [317] validation_0-mae:5637.29346 validation_1-mae:6240.24512 [318] validation_0-mae:5633.52002 validation_1-mae:6238.67139 [319] validation_0-mae:5632.40039 validation_1-mae:6238.07617 [320] validation_0-mae:5628.52295 validation_1-mae:6235.75000 [321] validation_0-mae:5625.99268 validation_1-mae:6234.58984 [322] validation_0-mae:5624.20264 validation_1-mae:6234.90088 [323] validation_0-mae:5621.33740 validation_1-mae:6233.57959 [324] validation_0-mae:5620.76660 validation_1-mae:6233.30908 [325] validation_0-mae:5619.39697 validation_1-mae:6232.43213 [326] validation_0-mae:5618.32373 validation_1-mae:6233.08154 [327] validation_0-mae:5616.08447 validation_1-mae:6231.96973 [328] validation_0-mae:5612.82129 validation_1-mae:6230.54492 [329] validation_0-mae:5611.07129 validation_1-mae:6230.05029 [330] validation_0-mae:5608.30371 validation_1-mae:6229.81934 [331] validation_0-mae:5605.83887 validation_1-mae:6229.18555 [332] validation_0-mae:5605.01904 validation_1-mae:6228.76123 [333] validation_0-mae:5602.03809 validation_1-mae:6227.95312 [334] validation_0-mae:5599.80957 validation_1-mae:6227.06006 [335] validation_0-mae:5596.21484 validation_1-mae:6225.35205 [336] validation_0-mae:5593.92920 validation_1-mae:6224.27295 [337] validation_0-mae:5589.68897 validation_1-mae:6222.81934 [338] validation_0-mae:5588.49170 validation_1-mae:6221.83643 [339] validation_0-mae:5584.64551 validation_1-mae:6218.77637 [340] validation_0-mae:5583.42529 validation_1-mae:6218.39697 [341] validation_0-mae:5582.75391 validation_1-mae:6218.33594 [342] validation_0-mae:5581.87012 validation_1-mae:6218.28369 [343] validation_0-mae:5580.06445 validation_1-mae:6217.29834 [344] validation_0-mae:5578.31836 validation_1-mae:6216.80811 [345] validation_0-mae:5574.84326 validation_1-mae:6214.63672 [346] validation_0-mae:5572.54785 validation_1-mae:6213.98975 [347] validation_0-mae:5570.27002 validation_1-mae:6213.63428 [348] validation_0-mae:5564.57959 validation_1-mae:6210.28613 [349] validation_0-mae:5561.21143 validation_1-mae:6208.60742 [350] validation_0-mae:5559.50488 validation_1-mae:6208.28564 [351] validation_0-mae:5557.85156 validation_1-mae:6207.96973 [352] validation_0-mae:5554.73047 validation_1-mae:6206.11230 [353] validation_0-mae:5551.82568 validation_1-mae:6204.64453 [354] validation_0-mae:5550.68994 validation_1-mae:6203.81494 [355] validation_0-mae:5547.26172 validation_1-mae:6203.10254 [356] validation_0-mae:5544.44434 validation_1-mae:6203.19385 [357] validation_0-mae:5542.36963 validation_1-mae:6201.83887 [358] validation_0-mae:5540.30957 validation_1-mae:6201.29932 [359] validation_0-mae:5537.48633 validation_1-mae:6200.48193 [360] validation_0-mae:5535.46631 validation_1-mae:6199.73926 [361] validation_0-mae:5534.64746 validation_1-mae:6199.96289 [362] validation_0-mae:5533.02393 validation_1-mae:6199.78906 [363] validation_0-mae:5530.81836 validation_1-mae:6198.60010 [364] validation_0-mae:5529.11768 validation_1-mae:6198.20752 [365] validation_0-mae:5527.24463 validation_1-mae:6197.44385 [366] validation_0-mae:5524.94531 validation_1-mae:6196.79248 [367] validation_0-mae:5522.41455 validation_1-mae:6195.18018 [368] validation_0-mae:5520.98145 validation_1-mae:6195.06055 [369] validation_0-mae:5520.66602 validation_1-mae:6195.09228 [370] validation_0-mae:5517.89404 validation_1-mae:6193.97022 [371] validation_0-mae:5515.51709 validation_1-mae:6192.25000 [372] validation_0-mae:5513.78125 validation_1-mae:6191.56445 [373] validation_0-mae:5510.19336 validation_1-mae:6189.11768 [374] validation_0-mae:5507.94238 validation_1-mae:6188.47266 [375] validation_0-mae:5505.83350 validation_1-mae:6188.23730 [376] validation_0-mae:5503.63818 validation_1-mae:6187.43799 [377] validation_0-mae:5502.31592 validation_1-mae:6187.09863 [378] validation_0-mae:5498.42969 validation_1-mae:6187.21631 [379] validation_0-mae:5495.91211 validation_1-mae:6186.49561 [380] validation_0-mae:5494.78223 validation_1-mae:6186.65381 [381] validation_0-mae:5492.41992 validation_1-mae:6185.39209 [382] validation_0-mae:5490.39355 validation_1-mae:6184.69434 [383] validation_0-mae:5488.91260 validation_1-mae:6184.50635 [384] validation_0-mae:5485.60986 validation_1-mae:6183.71728 [385] validation_0-mae:5483.65283 validation_1-mae:6183.44775 [386] validation_0-mae:5477.29248 validation_1-mae:6182.66846 [387] validation_0-mae:5475.91260 validation_1-mae:6182.12061 [388] validation_0-mae:5475.65576 validation_1-mae:6181.97168 [389] validation_0-mae:5474.65381 validation_1-mae:6181.43262 [390] validation_0-mae:5473.09766 validation_1-mae:6181.12353 [391] validation_0-mae:5472.20996 validation_1-mae:6180.98486 [392] validation_0-mae:5470.90918 validation_1-mae:6180.78662 [393] validation_0-mae:5470.60840 validation_1-mae:6180.76318 [394] validation_0-mae:5465.06885 validation_1-mae:6179.66113 [395] validation_0-mae:5462.32568 validation_1-mae:6179.03760 [396] validation_0-mae:5460.47461 validation_1-mae:6179.21094 [397] validation_0-mae:5456.38379 validation_1-mae:6177.44727 [398] validation_0-mae:5455.45752 validation_1-mae:6177.41357 [399] validation_0-mae:5454.02637 validation_1-mae:6177.88379 [400] validation_0-mae:5452.74268 validation_1-mae:6177.77832 [401] validation_0-mae:5451.19580 validation_1-mae:6177.46289 [402] validation_0-mae:5449.34668 validation_1-mae:6176.90234 [403] validation_0-mae:5447.61572 validation_1-mae:6176.42432 [404] validation_0-mae:5446.23975 validation_1-mae:6176.29688 [405] validation_0-mae:5444.16211 validation_1-mae:6175.89307 [406] validation_0-mae:5442.58740 validation_1-mae:6175.32080 [407] validation_0-mae:5440.49853 validation_1-mae:6174.47607 [408] validation_0-mae:5438.79883 validation_1-mae:6173.99023 [409] validation_0-mae:5437.40332 validation_1-mae:6172.94434 [410] validation_0-mae:5434.48828 validation_1-mae:6171.20557 [411] validation_0-mae:5432.48535 validation_1-mae:6170.82080 [412] validation_0-mae:5430.09522 validation_1-mae:6169.61230 [413] validation_0-mae:5428.19629 validation_1-mae:6169.87744 [414] validation_0-mae:5426.94141 validation_1-mae:6169.69189 [415] validation_0-mae:5425.90527 validation_1-mae:6169.01025 [416] validation_0-mae:5423.84814 validation_1-mae:6167.62402 [417] validation_0-mae:5422.45654 validation_1-mae:6167.59717 [418] validation_0-mae:5421.76123 validation_1-mae:6167.27930 [419] validation_0-mae:5421.03418 validation_1-mae:6167.58057 [420] validation_0-mae:5418.98047 validation_1-mae:6167.23096 [421] validation_0-mae:5418.65869 validation_1-mae:6167.09277 [422] validation_0-mae:5416.22803 validation_1-mae:6167.41553 [423] validation_0-mae:5413.47070 validation_1-mae:6166.43994 [424] validation_0-mae:5411.46094 validation_1-mae:6166.55664 [425] validation_0-mae:5407.23096 validation_1-mae:6165.15625 [426] validation_0-mae:5406.47705 validation_1-mae:6164.74756 [427] validation_0-mae:5404.74023 validation_1-mae:6164.16846 [428] validation_0-mae:5403.90918 validation_1-mae:6164.48633 [429] validation_0-mae:5401.96728 validation_1-mae:6163.75244 [430] validation_0-mae:5400.54541 validation_1-mae:6163.90186 [431] validation_0-mae:5398.08789 validation_1-mae:6162.15772 [432] validation_0-mae:5395.45312 validation_1-mae:6161.05566 [433] validation_0-mae:5393.89551 validation_1-mae:6160.97070 [434] validation_0-mae:5392.18652 validation_1-mae:6160.77344 [435] validation_0-mae:5391.26270 validation_1-mae:6160.95215 [436] validation_0-mae:5390.22314 validation_1-mae:6160.41504 [437] validation_0-mae:5387.09375 validation_1-mae:6158.83008 [438] validation_0-mae:5385.33398 validation_1-mae:6158.33887 [439] validation_0-mae:5383.70947 validation_1-mae:6158.11914 [440] validation_0-mae:5380.87744 validation_1-mae:6158.12500 [441] validation_0-mae:5380.03467 validation_1-mae:6157.78223 [442] validation_0-mae:5379.32031 validation_1-mae:6158.18359 [443] validation_0-mae:5378.44727 validation_1-mae:6158.14795 [444] validation_0-mae:5377.22461 validation_1-mae:6157.35986 [445] validation_0-mae:5375.23730 validation_1-mae:6157.23193 [446] validation_0-mae:5373.28027 validation_1-mae:6157.40332 [447] validation_0-mae:5371.49023 validation_1-mae:6157.98096 [448] validation_0-mae:5370.69580 validation_1-mae:6157.88477 [449] validation_0-mae:5365.02393 validation_1-mae:6154.63623 [450] validation_0-mae:5361.75830 validation_1-mae:6153.50439 [451] validation_0-mae:5359.45801 validation_1-mae:6153.74512 [452] validation_0-mae:5357.90381 validation_1-mae:6153.89990 [453] validation_0-mae:5356.94336 validation_1-mae:6153.67090 [454] validation_0-mae:5354.84619 validation_1-mae:6153.84814 [455] validation_0-mae:5353.33350 validation_1-mae:6153.89307 [456] validation_0-mae:5350.97314 validation_1-mae:6153.15820 [457] validation_0-mae:5348.73779 validation_1-mae:6151.75049 [458] validation_0-mae:5346.80078 validation_1-mae:6151.17090 [459] validation_0-mae:5344.57520 validation_1-mae:6150.71191 [460] validation_0-mae:5342.02539 validation_1-mae:6149.83154 [461] validation_0-mae:5340.51758 validation_1-mae:6149.45264 [462] validation_0-mae:5337.03272 validation_1-mae:6148.77197 [463] validation_0-mae:5335.73779 validation_1-mae:6148.24512 [464] validation_0-mae:5332.87256 validation_1-mae:6147.72217 [465] validation_0-mae:5328.69434 validation_1-mae:6145.91504 [466] validation_0-mae:5327.87158 validation_1-mae:6145.35352 [467] validation_0-mae:5325.81738 validation_1-mae:6146.42236 [468] validation_0-mae:5324.42285 validation_1-mae:6145.50879 [469] validation_0-mae:5323.15576 validation_1-mae:6145.08008 [470] validation_0-mae:5321.55518 validation_1-mae:6145.15723 [471] validation_0-mae:5321.10938 validation_1-mae:6145.29297 [472] validation_0-mae:5319.29883 validation_1-mae:6145.18506 [473] validation_0-mae:5318.73779 validation_1-mae:6144.73047 [474] validation_0-mae:5317.47412 validation_1-mae:6144.11523 [475] validation_0-mae:5316.63232 validation_1-mae:6144.25586 [476] validation_0-mae:5314.97070 validation_1-mae:6144.08545 [477] validation_0-mae:5313.66748 validation_1-mae:6143.65674 [478] validation_0-mae:5312.35889 validation_1-mae:6143.27588 [479] validation_0-mae:5311.20117 validation_1-mae:6142.99072 [480] validation_0-mae:5309.40967 validation_1-mae:6142.45996 [481] validation_0-mae:5306.97754 validation_1-mae:6142.25635 [482] validation_0-mae:5304.15430 validation_1-mae:6142.64941 [483] validation_0-mae:5301.15869 validation_1-mae:6140.75244 [484] validation_0-mae:5299.01855 validation_1-mae:6140.19922 [485] validation_0-mae:5298.44141 validation_1-mae:6140.11230 [486] validation_0-mae:5297.53516 validation_1-mae:6140.55566 [487] validation_0-mae:5295.49170 validation_1-mae:6139.89502 [488] validation_0-mae:5294.81641 validation_1-mae:6140.08887 [489] validation_0-mae:5293.83008 validation_1-mae:6139.75586 [490] validation_0-mae:5291.38330 validation_1-mae:6138.74561 [491] validation_0-mae:5289.60742 validation_1-mae:6139.40625 [492] validation_0-mae:5286.65137 validation_1-mae:6137.51660 [493] validation_0-mae:5284.00439 validation_1-mae:6136.29395 [494] validation_0-mae:5283.02246 validation_1-mae:6136.64111 [495] validation_0-mae:5281.03369 validation_1-mae:6135.59473 [496] validation_0-mae:5279.97119 validation_1-mae:6134.91992 [497] validation_0-mae:5277.99170 validation_1-mae:6134.41211 [498] validation_0-mae:5277.55225 validation_1-mae:6134.67871 [499] validation_0-mae:5275.45801 validation_1-mae:6133.29102 [500] validation_0-mae:5273.54004 validation_1-mae:6132.39746 [501] validation_0-mae:5270.20752 validation_1-mae:6131.67188 [502] validation_0-mae:5268.23145 validation_1-mae:6130.44287 [503] validation_0-mae:5268.08447 validation_1-mae:6130.51855 [504] validation_0-mae:5267.28418 validation_1-mae:6130.37500 [505] validation_0-mae:5265.65088 validation_1-mae:6130.66260 [506] validation_0-mae:5264.92871 validation_1-mae:6130.26367 [507] validation_0-mae:5262.59228 validation_1-mae:6130.32959 [508] validation_0-mae:5262.36768 validation_1-mae:6130.48340 [509] validation_0-mae:5261.65625 validation_1-mae:6131.08105 [510] validation_0-mae:5260.48535 validation_1-mae:6130.77539 [511] validation_0-mae:5259.04346 validation_1-mae:6131.06445 [512] validation_0-mae:5256.48926 validation_1-mae:6131.00684 [513] validation_0-mae:5254.30811 validation_1-mae:6130.56445 [514] validation_0-mae:5252.79932 validation_1-mae:6129.66504 [515] validation_0-mae:5250.92236 validation_1-mae:6129.81836 [516] validation_0-mae:5250.00879 validation_1-mae:6129.49072 [517] validation_0-mae:5248.49414 validation_1-mae:6129.05566 [518] validation_0-mae:5245.46338 validation_1-mae:6127.53760 [519] validation_0-mae:5243.01074 validation_1-mae:6127.27197 [520] validation_0-mae:5241.71826 validation_1-mae:6126.82910 [521] validation_0-mae:5240.30566 validation_1-mae:6126.95898 [522] validation_0-mae:5239.15918 validation_1-mae:6126.87207 [523] validation_0-mae:5238.68262 validation_1-mae:6126.47119 [524] validation_0-mae:5236.59570 validation_1-mae:6125.73975 [525] validation_0-mae:5233.54346 validation_1-mae:6126.24512 [526] validation_0-mae:5232.65723 validation_1-mae:6125.81641 [527] validation_0-mae:5231.75488 validation_1-mae:6125.80566 [528] validation_0-mae:5229.14209 validation_1-mae:6125.74316 [529] validation_0-mae:5227.36768 validation_1-mae:6125.64307 [530] validation_0-mae:5226.31543 validation_1-mae:6125.06103 [531] validation_0-mae:5225.13086 validation_1-mae:6124.62305 [532] validation_0-mae:5224.76465 validation_1-mae:6124.32227 [533] validation_0-mae:5222.84863 validation_1-mae:6123.39453 [534] validation_0-mae:5220.66748 validation_1-mae:6123.92676 [535] validation_0-mae:5218.04688 validation_1-mae:6122.34033 [536] validation_0-mae:5216.36035 validation_1-mae:6122.17969 [537] validation_0-mae:5214.15820 validation_1-mae:6121.08789 [538] validation_0-mae:5211.97266 validation_1-mae:6121.19336 [539] validation_0-mae:5210.86426 validation_1-mae:6120.83838 [540] validation_0-mae:5209.10010 validation_1-mae:6121.09619 [541] validation_0-mae:5206.29932 validation_1-mae:6119.74023 [542] validation_0-mae:5203.80176 validation_1-mae:6120.12744 [543] validation_0-mae:5201.11719 validation_1-mae:6119.06934 [544] validation_0-mae:5199.51416 validation_1-mae:6119.92090 [545] validation_0-mae:5198.38672 validation_1-mae:6120.51025 [546] validation_0-mae:5196.17822 validation_1-mae:6119.35352 [547] validation_0-mae:5193.97412 validation_1-mae:6118.86572 [548] validation_0-mae:5193.20410 validation_1-mae:6118.52197 [549] validation_0-mae:5190.09131 validation_1-mae:6117.12598 [550] validation_0-mae:5188.03369 validation_1-mae:6116.30762 [551] validation_0-mae:5185.45654 validation_1-mae:6115.39893 [552] validation_0-mae:5183.83447 validation_1-mae:6115.18457 [553] validation_0-mae:5182.80371 validation_1-mae:6115.03662 [554] validation_0-mae:5181.07617 validation_1-mae:6114.55127 [555] validation_0-mae:5180.42090 validation_1-mae:6114.22803 [556] validation_0-mae:5177.80566 validation_1-mae:6114.10400 [557] validation_0-mae:5177.43359 validation_1-mae:6114.02100 [558] validation_0-mae:5176.47070 validation_1-mae:6114.01709 [559] validation_0-mae:5174.42383 validation_1-mae:6113.28516 [560] validation_0-mae:5173.70068 validation_1-mae:6113.16504 [561] validation_0-mae:5173.23389 validation_1-mae:6112.85400 [562] validation_0-mae:5171.43115 validation_1-mae:6112.32568 [563] validation_0-mae:5170.41162 validation_1-mae:6112.27832 [564] validation_0-mae:5168.82666 validation_1-mae:6111.43311 [565] validation_0-mae:5167.02930 validation_1-mae:6111.11035 [566] validation_0-mae:5165.66748 validation_1-mae:6110.64404 [567] validation_0-mae:5162.32275 validation_1-mae:6109.51709 [568] validation_0-mae:5160.52881 validation_1-mae:6108.92285 [569] validation_0-mae:5158.86865 validation_1-mae:6108.78516 [570] validation_0-mae:5157.04492 validation_1-mae:6107.51904 [571] validation_0-mae:5154.25537 validation_1-mae:6105.64844 [572] validation_0-mae:5152.50879 validation_1-mae:6104.92529 [573] validation_0-mae:5150.08691 validation_1-mae:6104.36768 [574] validation_0-mae:5148.98926 validation_1-mae:6104.56641 [575] validation_0-mae:5147.71875 validation_1-mae:6104.77002 [576] validation_0-mae:5146.29541 validation_1-mae:6105.46582 [577] validation_0-mae:5143.87500 validation_1-mae:6104.99561 [578] validation_0-mae:5142.98730 validation_1-mae:6104.68457 [579] validation_0-mae:5141.05566 validation_1-mae:6104.86182 [580] validation_0-mae:5139.88428 validation_1-mae:6104.87744 [581] validation_0-mae:5137.11328 validation_1-mae:6105.02832 [582] validation_0-mae:5135.98730 validation_1-mae:6104.90283 [583] validation_0-mae:5135.60791 validation_1-mae:6104.88623 [584] validation_0-mae:5134.84033 validation_1-mae:6104.88379 [585] validation_0-mae:5134.64648 validation_1-mae:6104.81152 [586] validation_0-mae:5133.41943 validation_1-mae:6105.13574 [587] validation_0-mae:5131.94580 validation_1-mae:6105.11963 [588] validation_0-mae:5130.48828 validation_1-mae:6104.66016 [589] validation_0-mae:5128.22607 validation_1-mae:6104.88135 [590] validation_0-mae:5125.09180 validation_1-mae:6105.04492 [591] validation_0-mae:5123.41455 validation_1-mae:6104.57520 [592] validation_0-mae:5120.82715 validation_1-mae:6104.47168 [593] validation_0-mae:5118.54932 validation_1-mae:6103.60254 [594] validation_0-mae:5116.66699 validation_1-mae:6103.21826 [595] validation_0-mae:5114.65820 validation_1-mae:6102.40088 [596] validation_0-mae:5111.21338 validation_1-mae:6103.20605 [597] validation_0-mae:5109.44092 validation_1-mae:6102.36621 [598] validation_0-mae:5108.56201 validation_1-mae:6102.30713 [599] validation_0-mae:5107.39062 validation_1-mae:6102.67725 [600] validation_0-mae:5104.84961 validation_1-mae:6101.74463 [601] validation_0-mae:5102.55566 validation_1-mae:6101.03418 [602] validation_0-mae:5101.27930 validation_1-mae:6100.05420 [603] validation_0-mae:5099.67383 validation_1-mae:6100.83447 [604] validation_0-mae:5098.33008 validation_1-mae:6100.38477 [605] validation_0-mae:5096.40674 validation_1-mae:6100.01318 [606] validation_0-mae:5096.19385 validation_1-mae:6099.94238 [607] validation_0-mae:5093.87988 validation_1-mae:6098.33838 [608] validation_0-mae:5090.00684 validation_1-mae:6096.94189 [609] validation_0-mae:5089.56348 validation_1-mae:6096.68848 [610] validation_0-mae:5088.06348 validation_1-mae:6097.08057 [611] validation_0-mae:5086.64209 validation_1-mae:6096.28418 [612] validation_0-mae:5084.04834 validation_1-mae:6095.89111 [613] validation_0-mae:5082.84717 validation_1-mae:6095.55078 [614] validation_0-mae:5080.86279 validation_1-mae:6094.62207 [615] validation_0-mae:5080.34082 validation_1-mae:6094.36328 [616] validation_0-mae:5078.50049 validation_1-mae:6093.92871 [617] validation_0-mae:5077.19824 validation_1-mae:6093.48535 [618] validation_0-mae:5074.80908 validation_1-mae:6093.27441 [619] validation_0-mae:5071.41113 validation_1-mae:6092.71631 [620] validation_0-mae:5070.09180 validation_1-mae:6093.02295 [621] validation_0-mae:5068.65576 validation_1-mae:6092.73779 [622] validation_0-mae:5066.06641 validation_1-mae:6092.21680 [623] validation_0-mae:5064.10352 validation_1-mae:6091.44580 [624] validation_0-mae:5060.86475 validation_1-mae:6091.00879 [625] validation_0-mae:5058.82373 validation_1-mae:6091.01611 [626] validation_0-mae:5057.30127 validation_1-mae:6090.62939 [627] validation_0-mae:5054.88232 validation_1-mae:6088.91943 [628] validation_0-mae:5053.07178 validation_1-mae:6089.23779 [629] validation_0-mae:5050.00684 validation_1-mae:6087.79395 [630] validation_0-mae:5048.36719 validation_1-mae:6087.02686 [631] validation_0-mae:5047.46631 validation_1-mae:6086.83057 [632] validation_0-mae:5045.43945 validation_1-mae:6086.70508 [633] validation_0-mae:5045.16260 validation_1-mae:6086.38770 [634] validation_0-mae:5044.72022 validation_1-mae:6086.11865 [635] validation_0-mae:5042.95557 validation_1-mae:6084.85449 [636] validation_0-mae:5040.64697 validation_1-mae:6084.11035 [637] validation_0-mae:5038.01514 validation_1-mae:6083.17090 [638] validation_0-mae:5035.88867 validation_1-mae:6082.92139 [639] validation_0-mae:5034.63428 validation_1-mae:6082.79199 [640] validation_0-mae:5032.79932 validation_1-mae:6082.77881 [641] validation_0-mae:5031.85498 validation_1-mae:6082.74414 [642] validation_0-mae:5031.22070 validation_1-mae:6082.65186 [643] validation_0-mae:5030.28613 validation_1-mae:6082.64697 [644] validation_0-mae:5028.86963 validation_1-mae:6082.90430 [645] validation_0-mae:5027.63916 validation_1-mae:6082.60156 [646] validation_0-mae:5026.89990 validation_1-mae:6082.81152 [647] validation_0-mae:5024.94922 validation_1-mae:6082.16797 [648] validation_0-mae:5023.31592 validation_1-mae:6082.22412 [649] validation_0-mae:5021.02197 validation_1-mae:6081.56836 [650] validation_0-mae:5019.21826 validation_1-mae:6081.50879 [651] validation_0-mae:5017.79297 validation_1-mae:6081.16162 [652] validation_0-mae:5015.16309 validation_1-mae:6079.62012 [653] validation_0-mae:5013.79199 validation_1-mae:6079.49707 [654] validation_0-mae:5013.40820 validation_1-mae:6079.70410 [655] validation_0-mae:5012.11914 validation_1-mae:6079.41309 [656] validation_0-mae:5010.23486 validation_1-mae:6079.43506 [657] validation_0-mae:5009.69336 validation_1-mae:6079.22998 [658] validation_0-mae:5008.50098 validation_1-mae:6078.51270 [659] validation_0-mae:5006.72705 validation_1-mae:6078.25586 [660] validation_0-mae:5005.27637 validation_1-mae:6078.16357 [661] validation_0-mae:5003.10156 validation_1-mae:6077.99512 [662] validation_0-mae:5001.88818 validation_1-mae:6078.01562 [663] validation_0-mae:4999.93848 validation_1-mae:6077.56836 [664] validation_0-mae:4998.97168 validation_1-mae:6077.35693 [665] validation_0-mae:4998.13135 validation_1-mae:6077.41016 [666] validation_0-mae:4996.78662 validation_1-mae:6077.44434 [667] validation_0-mae:4995.65234 validation_1-mae:6077.05127 [668] validation_0-mae:4994.00928 validation_1-mae:6076.82715 [669] validation_0-mae:4990.27832 validation_1-mae:6076.27441 [670] validation_0-mae:4988.13770 validation_1-mae:6076.42529 [671] validation_0-mae:4986.34863 validation_1-mae:6076.36084 [672] validation_0-mae:4983.31348 validation_1-mae:6074.76025 [673] validation_0-mae:4981.40381 validation_1-mae:6075.38818 [674] validation_0-mae:4979.64844 validation_1-mae:6075.65967 [675] validation_0-mae:4977.13965 validation_1-mae:6074.94434 [676] validation_0-mae:4975.69531 validation_1-mae:6074.97559 [677] validation_0-mae:4974.12109 validation_1-mae:6074.60840 [678] validation_0-mae:4973.36279 validation_1-mae:6074.21191 [679] validation_0-mae:4973.12744 validation_1-mae:6074.26221 [680] validation_0-mae:4972.80664 validation_1-mae:6074.22900 [681] validation_0-mae:4970.70020 validation_1-mae:6074.17236 [682] validation_0-mae:4969.79248 validation_1-mae:6073.90869 [683] validation_0-mae:4969.43701 validation_1-mae:6073.88037 [684] validation_0-mae:4968.09619 validation_1-mae:6074.11035 [685] validation_0-mae:4965.62305 validation_1-mae:6073.36768 [686] validation_0-mae:4964.09375 validation_1-mae:6072.85254 [687] validation_0-mae:4962.12451 validation_1-mae:6071.95361 [688] validation_0-mae:4960.43164 validation_1-mae:6071.02881 [689] validation_0-mae:4958.55322 validation_1-mae:6070.98340 [690] validation_0-mae:4956.13672 validation_1-mae:6070.05127 [691] validation_0-mae:4954.27344 validation_1-mae:6070.42480 [692] validation_0-mae:4952.38818 validation_1-mae:6069.49219 [693] validation_0-mae:4950.24707 validation_1-mae:6068.65430 [694] validation_0-mae:4948.79395 validation_1-mae:6068.39648 [695] validation_0-mae:4947.71436 validation_1-mae:6068.51758 [696] validation_0-mae:4946.40137 validation_1-mae:6068.58447 [697] validation_0-mae:4944.22119 validation_1-mae:6069.90332 [698] validation_0-mae:4942.08594 validation_1-mae:6070.02393 [699] validation_0-mae:4940.58301 validation_1-mae:6069.96973 [700] validation_0-mae:4938.70508 validation_1-mae:6069.46826 [701] validation_0-mae:4937.58594 validation_1-mae:6069.26953 [702] validation_0-mae:4936.87549 validation_1-mae:6069.67236 [703] validation_0-mae:4935.89502 validation_1-mae:6069.78906 [704] validation_0-mae:4934.72949 validation_1-mae:6069.84277 [705] validation_0-mae:4933.69531 validation_1-mae:6070.06787 [706] validation_0-mae:4933.26709 validation_1-mae:6070.41455 [707] validation_0-mae:4932.08594 validation_1-mae:6070.55176 [708] validation_0-mae:4931.38428 validation_1-mae:6070.51270 [709] validation_0-mae:4930.10791 validation_1-mae:6069.86963 [710] validation_0-mae:4928.70410 validation_1-mae:6069.79639 [711] validation_0-mae:4928.27441 validation_1-mae:6069.76855 [712] validation_0-mae:4927.30176 validation_1-mae:6070.12158 [713] validation_0-mae:4924.68897 validation_1-mae:6068.61865 [714] validation_0-mae:4923.59766 validation_1-mae:6068.64795 [715] validation_0-mae:4921.91748 validation_1-mae:6067.85889 [716] validation_0-mae:4919.15186 validation_1-mae:6066.31836 [717] validation_0-mae:4917.52100 validation_1-mae:6065.84814 [718] validation_0-mae:4915.90381 validation_1-mae:6065.80469 [719] validation_0-mae:4915.14355 validation_1-mae:6066.18164 [720] validation_0-mae:4911.55615 validation_1-mae:6065.49561 [721] validation_0-mae:4909.91748 validation_1-mae:6065.16553 [722] validation_0-mae:4907.37305 validation_1-mae:6064.97607 [723] validation_0-mae:4907.05322 validation_1-mae:6064.80371 [724] validation_0-mae:4906.04932 validation_1-mae:6064.18262 [725] validation_0-mae:4904.62988 validation_1-mae:6064.14453 [726] validation_0-mae:4904.13330 validation_1-mae:6064.27637 [727] validation_0-mae:4903.57471 validation_1-mae:6064.29785 [728] validation_0-mae:4903.11963 validation_1-mae:6064.35791 [729] validation_0-mae:4902.92236 validation_1-mae:6064.33594 [730] validation_0-mae:4902.05713 validation_1-mae:6065.03564 [731] validation_0-mae:4901.16309 validation_1-mae:6065.01611 [732] validation_0-mae:4900.50147 validation_1-mae:6064.63281 [733] validation_0-mae:4897.32422 validation_1-mae:6064.13818 [734] validation_0-mae:4895.34082 validation_1-mae:6062.81250 [735] validation_0-mae:4893.80469 validation_1-mae:6062.35352 [736] validation_0-mae:4892.67529 validation_1-mae:6062.19434 [737] validation_0-mae:4891.36377 validation_1-mae:6061.92529 [738] validation_0-mae:4890.87549 validation_1-mae:6061.65967 [739] validation_0-mae:4889.16309 validation_1-mae:6061.72168 [740] validation_0-mae:4885.94678 validation_1-mae:6060.01758 [741] validation_0-mae:4883.58545 validation_1-mae:6059.12744 [742] validation_0-mae:4881.46924 validation_1-mae:6059.41016 [743] validation_0-mae:4879.03516 validation_1-mae:6059.33936 [744] validation_0-mae:4876.88330 validation_1-mae:6058.74658 [745] validation_0-mae:4875.18066 validation_1-mae:6058.10791 [746] validation_0-mae:4874.09619 validation_1-mae:6058.31250 [747] validation_0-mae:4870.93311 validation_1-mae:6057.84180 [748] validation_0-mae:4868.79346 validation_1-mae:6057.82178 [749] validation_0-mae:4867.43213 validation_1-mae:6058.12842 [750] validation_0-mae:4866.71973 validation_1-mae:6057.83447 [751] validation_0-mae:4865.59033 validation_1-mae:6057.65332 [752] validation_0-mae:4864.33252 validation_1-mae:6057.68262 [753] validation_0-mae:4863.12158 validation_1-mae:6057.64062 [754] validation_0-mae:4861.90576 validation_1-mae:6057.27637 [755] validation_0-mae:4860.82764 validation_1-mae:6056.77002 [756] validation_0-mae:4858.37695 validation_1-mae:6057.65576 [757] validation_0-mae:4857.58643 validation_1-mae:6057.83887 [758] validation_0-mae:4856.08398 validation_1-mae:6057.58008 [759] validation_0-mae:4854.97656 validation_1-mae:6057.98926 [760] validation_0-mae:4853.44482 validation_1-mae:6058.67041 [761] validation_0-mae:4851.47119 validation_1-mae:6057.75342 [762] validation_0-mae:4849.35107 validation_1-mae:6057.80518 [763] validation_0-mae:4847.87012 validation_1-mae:6057.76807 [764] validation_0-mae:4846.06152 validation_1-mae:6056.66797 [765] validation_0-mae:4845.64551 validation_1-mae:6056.62500 [766] validation_0-mae:4843.81543 validation_1-mae:6055.67822 [767] validation_0-mae:4842.71289 validation_1-mae:6055.15576 [768] validation_0-mae:4842.45947 validation_1-mae:6055.09033 [769] validation_0-mae:4840.04248 validation_1-mae:6055.38379 [770] validation_0-mae:4838.82373 validation_1-mae:6054.81103 [771] validation_0-mae:4835.71387 validation_1-mae:6054.01611 [772] validation_0-mae:4834.37647 validation_1-mae:6053.53564 [773] validation_0-mae:4833.03613 validation_1-mae:6052.78613 [774] validation_0-mae:4830.53516 validation_1-mae:6053.36865 [775] validation_0-mae:4829.13184 validation_1-mae:6053.80762 [776] validation_0-mae:4828.27734 validation_1-mae:6053.51318 [777] validation_0-mae:4826.17969 validation_1-mae:6053.48535 [778] validation_0-mae:4824.31592 validation_1-mae:6053.88037 [779] validation_0-mae:4822.33398 validation_1-mae:6053.70898 [780] validation_0-mae:4819.68701 validation_1-mae:6053.10107 [781] validation_0-mae:4818.54492 validation_1-mae:6052.97607 [782] validation_0-mae:4816.81738 validation_1-mae:6052.61279 [783] validation_0-mae:4814.29248 validation_1-mae:6051.50537 [784] validation_0-mae:4813.77637 validation_1-mae:6051.64502 [785] validation_0-mae:4812.60596 validation_1-mae:6051.65674 [786] validation_0-mae:4811.45361 validation_1-mae:6051.55811 [787] validation_0-mae:4810.04688 validation_1-mae:6051.99463 [788] validation_0-mae:4808.78955 validation_1-mae:6052.34766 [789] validation_0-mae:4807.62305 validation_1-mae:6052.60400 [790] validation_0-mae:4805.96533 validation_1-mae:6052.49121 [791] validation_0-mae:4802.44385 validation_1-mae:6051.12451 [792] validation_0-mae:4801.15527 validation_1-mae:6050.85010 [793] validation_0-mae:4800.07959 validation_1-mae:6050.92773 [794] validation_0-mae:4797.47314 validation_1-mae:6050.50732 [795] validation_0-mae:4796.11230 validation_1-mae:6049.85938 [796] validation_0-mae:4794.69092 validation_1-mae:6048.87353 [797] validation_0-mae:4793.73926 validation_1-mae:6048.73242 [798] validation_0-mae:4792.26855 validation_1-mae:6049.05713 [799] validation_0-mae:4791.11768 validation_1-mae:6048.72803 [800] validation_0-mae:4789.90430 validation_1-mae:6049.11865 [801] validation_0-mae:4788.29443 validation_1-mae:6048.69287 [802] validation_0-mae:4785.33301 validation_1-mae:6047.80371 [803] validation_0-mae:4784.79883 validation_1-mae:6047.72656 [804] validation_0-mae:4782.21191 validation_1-mae:6047.79150 [805] validation_0-mae:4779.29980 validation_1-mae:6046.36768 [806] validation_0-mae:4776.25928 validation_1-mae:6045.66504 [807] validation_0-mae:4775.15088 validation_1-mae:6045.88281 [808] validation_0-mae:4773.34912 validation_1-mae:6045.22998 [809] validation_0-mae:4771.68701 validation_1-mae:6045.06348 [810] validation_0-mae:4770.48389 validation_1-mae:6045.40625 [811] validation_0-mae:4769.60547 validation_1-mae:6045.39990 [812] validation_0-mae:4767.91211 validation_1-mae:6045.40186 [813] validation_0-mae:4767.17627 validation_1-mae:6045.78223 [814] validation_0-mae:4766.01172 validation_1-mae:6045.83643 [815] validation_0-mae:4764.54395 validation_1-mae:6045.46484 [816] validation_0-mae:4763.30518 validation_1-mae:6044.73096 [817] validation_0-mae:4762.33594 validation_1-mae:6044.23535 [818] validation_0-mae:4761.56152 validation_1-mae:6044.14648 [819] validation_0-mae:4761.41455 validation_1-mae:6044.09814 [820] validation_0-mae:4761.00098 validation_1-mae:6043.71338 [821] validation_0-mae:4760.39648 validation_1-mae:6043.89258 [822] validation_0-mae:4759.49023 validation_1-mae:6044.05664 [823] validation_0-mae:4758.06201 validation_1-mae:6044.24707 [824] validation_0-mae:4757.50977 validation_1-mae:6044.33740 [825] validation_0-mae:4756.77881 validation_1-mae:6044.56836 [826] validation_0-mae:4755.98193 validation_1-mae:6044.42627 [827] validation_0-mae:4755.10889 validation_1-mae:6044.08838 [828] validation_0-mae:4754.42090 validation_1-mae:6043.40527 [829] validation_0-mae:4751.95117 validation_1-mae:6041.59570 [830] validation_0-mae:4750.94092 validation_1-mae:6041.52393 [831] validation_0-mae:4749.28955 validation_1-mae:6041.09277 [832] validation_0-mae:4749.00098 validation_1-mae:6041.06348 [833] validation_0-mae:4747.74316 validation_1-mae:6040.97705 [834] validation_0-mae:4747.43164 validation_1-mae:6041.13574 [835] validation_0-mae:4746.43311 validation_1-mae:6041.14648 [836] validation_0-mae:4745.52734 validation_1-mae:6040.84473 [837] validation_0-mae:4744.06543 validation_1-mae:6041.69775 [838] validation_0-mae:4743.58740 validation_1-mae:6041.95654 [839] validation_0-mae:4742.28174 validation_1-mae:6041.15576 [840] validation_0-mae:4739.98779 validation_1-mae:6039.40674 [841] validation_0-mae:4737.65625 validation_1-mae:6038.67188 [842] validation_0-mae:4735.07764 validation_1-mae:6038.65527 [843] validation_0-mae:4732.70752 validation_1-mae:6037.66406 [844] validation_0-mae:4731.33984 validation_1-mae:6037.65234 [845] validation_0-mae:4729.90869 validation_1-mae:6036.74951 [846] validation_0-mae:4728.95410 validation_1-mae:6036.71875 [847] validation_0-mae:4728.64111 validation_1-mae:6036.58057 [848] validation_0-mae:4728.09961 validation_1-mae:6037.17334 [849] validation_0-mae:4727.49902 validation_1-mae:6037.26514 [850] validation_0-mae:4727.38965 validation_1-mae:6037.40527 [851] validation_0-mae:4725.44141 validation_1-mae:6037.27002 [852] validation_0-mae:4724.67041 validation_1-mae:6037.27148 [853] validation_0-mae:4722.68457 validation_1-mae:6037.46582 [854] validation_0-mae:4721.28613 validation_1-mae:6037.03223 [855] validation_0-mae:4719.47510 validation_1-mae:6036.79639 [856] validation_0-mae:4717.87598 validation_1-mae:6035.80029 [857] validation_0-mae:4716.93066 validation_1-mae:6036.20068 [858] validation_0-mae:4716.18506 validation_1-mae:6036.28906 [859] validation_0-mae:4714.65381 validation_1-mae:6036.95410 [860] validation_0-mae:4714.23291 validation_1-mae:6036.55859 [861] validation_0-mae:4712.60547 validation_1-mae:6035.75781 [862] validation_0-mae:4710.98975 validation_1-mae:6035.21094 [863] validation_0-mae:4710.08350 validation_1-mae:6035.15234 [864] validation_0-mae:4708.46240 validation_1-mae:6034.99365 [865] validation_0-mae:4707.45752 validation_1-mae:6034.49902 [866] validation_0-mae:4705.38721 validation_1-mae:6033.46826 [867] validation_0-mae:4702.83301 validation_1-mae:6033.04053 [868] validation_0-mae:4701.64697 validation_1-mae:6033.16504 [869] validation_0-mae:4699.95410 validation_1-mae:6032.93359 [870] validation_0-mae:4699.08496 validation_1-mae:6033.92383 [871] validation_0-mae:4697.45605 validation_1-mae:6033.53369 [872] validation_0-mae:4695.60107 validation_1-mae:6032.53320 [873] validation_0-mae:4694.82324 validation_1-mae:6032.74219 [874] validation_0-mae:4693.94043 validation_1-mae:6032.07373 [875] validation_0-mae:4692.33203 validation_1-mae:6031.66992 [876] validation_0-mae:4691.59717 validation_1-mae:6031.70850 [877] validation_0-mae:4690.39355 validation_1-mae:6031.86572 [878] validation_0-mae:4689.48291 validation_1-mae:6031.98047 [879] validation_0-mae:4688.08447 validation_1-mae:6031.77734 [880] validation_0-mae:4687.09619 validation_1-mae:6031.42090 [881] validation_0-mae:4685.63867 validation_1-mae:6030.61377 [882] validation_0-mae:4683.00488 validation_1-mae:6030.15283 [883] validation_0-mae:4681.91406 validation_1-mae:6029.62842 [884] validation_0-mae:4681.08008 validation_1-mae:6028.85693 [885] validation_0-mae:4680.25098 validation_1-mae:6028.32959 [886] validation_0-mae:4679.22803 validation_1-mae:6028.10889 [887] validation_0-mae:4677.86182 validation_1-mae:6027.65723 [888] validation_0-mae:4677.30566 validation_1-mae:6027.55225 [889] validation_0-mae:4676.91113 validation_1-mae:6027.33398 [890] validation_0-mae:4675.62256 validation_1-mae:6027.02100 [891] validation_0-mae:4674.35938 validation_1-mae:6027.18018 [892] validation_0-mae:4673.33350 validation_1-mae:6027.01465 [893] validation_0-mae:4671.38184 validation_1-mae:6026.50635 [894] validation_0-mae:4669.16504 validation_1-mae:6026.50342 [895] validation_0-mae:4668.07617 validation_1-mae:6026.19971 [896] validation_0-mae:4667.05127 validation_1-mae:6026.34424 [897] validation_0-mae:4664.79248 validation_1-mae:6027.26904 [898] validation_0-mae:4663.08545 validation_1-mae:6026.66260 [899] validation_0-mae:4661.91309 validation_1-mae:6026.43359 [900] validation_0-mae:4661.61377 validation_1-mae:6026.51953 [901] validation_0-mae:4660.62451 validation_1-mae:6025.93213 [902] validation_0-mae:4659.54443 validation_1-mae:6025.85352 [903] validation_0-mae:4658.51514 validation_1-mae:6026.07227 [904] validation_0-mae:4656.97852 validation_1-mae:6026.83887 [905] validation_0-mae:4656.00439 validation_1-mae:6026.41895 [906] validation_0-mae:4655.19922 validation_1-mae:6026.47607 [907] validation_0-mae:4653.83545 validation_1-mae:6026.79346 [908] validation_0-mae:4652.11426 validation_1-mae:6026.35352 [909] validation_0-mae:4651.35010 validation_1-mae:6026.80469 [910] validation_0-mae:4650.58057 validation_1-mae:6026.70020 [911] validation_0-mae:4650.11475 validation_1-mae:6026.34375 [912] validation_0-mae:4649.46875 validation_1-mae:6026.54053 [913] validation_0-mae:4648.37353 validation_1-mae:6026.12061 [914] validation_0-mae:4647.20166 validation_1-mae:6026.64258 [915] validation_0-mae:4646.15674 validation_1-mae:6026.75684 [916] validation_0-mae:4646.06201 validation_1-mae:6026.85596 [917] validation_0-mae:4645.80273 validation_1-mae:6026.95752 [918] validation_0-mae:4645.07812 validation_1-mae:6026.68945 [919] validation_0-mae:4643.02393 validation_1-mae:6027.02100 [920] validation_0-mae:4641.16650 validation_1-mae:6027.13184 [921] validation_0-mae:4639.33496 validation_1-mae:6027.20117 [922] validation_0-mae:4637.31152 validation_1-mae:6027.31152 [923] validation_0-mae:4635.25928 validation_1-mae:6026.63525 [924] validation_0-mae:4633.18408 validation_1-mae:6026.09473 [925] validation_0-mae:4631.42432 validation_1-mae:6025.59961 [926] validation_0-mae:4630.07568 validation_1-mae:6025.82568 [927] validation_0-mae:4627.57422 validation_1-mae:6024.97266 [928] validation_0-mae:4626.31006 validation_1-mae:6025.43408 [929] validation_0-mae:4624.67383 validation_1-mae:6025.86133 [930] validation_0-mae:4623.64893 validation_1-mae:6025.91992 [931] validation_0-mae:4622.25098 validation_1-mae:6026.65967 [932] validation_0-mae:4621.08936 validation_1-mae:6026.72705 [933] validation_0-mae:4620.11719 validation_1-mae:6026.78027 [934] validation_0-mae:4618.34180 validation_1-mae:6026.71777 [935] validation_0-mae:4617.28467 validation_1-mae:6026.62305 [936] validation_0-mae:4615.68994 validation_1-mae:6026.76904 [937] validation_0-mae:4614.48340 validation_1-mae:6026.93897 [938] validation_0-mae:4613.46484 validation_1-mae:6026.96631 [939] validation_0-mae:4612.61426 validation_1-mae:6026.68994 [940] validation_0-mae:4611.20410 validation_1-mae:6026.16113 [941] validation_0-mae:4609.84131 validation_1-mae:6026.40967 [942] validation_0-mae:4608.82520 validation_1-mae:6025.71143 [943] validation_0-mae:4608.10107 validation_1-mae:6025.49853 [944] validation_0-mae:4606.91406 validation_1-mae:6024.97510 [945] validation_0-mae:4606.84570 validation_1-mae:6024.97412 [946] validation_0-mae:4606.22412 validation_1-mae:6025.24463 [947] validation_0-mae:4604.85840 validation_1-mae:6024.56592 [948] validation_0-mae:4604.63574 validation_1-mae:6024.62647 [949] validation_0-mae:4603.54395 validation_1-mae:6024.61963 [950] validation_0-mae:4602.71777 validation_1-mae:6024.85742 [951] validation_0-mae:4602.06592 validation_1-mae:6024.83838 [952] validation_0-mae:4601.65234 validation_1-mae:6025.08594 [953] validation_0-mae:4599.72607 validation_1-mae:6024.06982 [954] validation_0-mae:4597.67334 validation_1-mae:6023.52246 [955] validation_0-mae:4595.83984 validation_1-mae:6023.76953 [956] validation_0-mae:4594.63867 validation_1-mae:6024.09814 [957] validation_0-mae:4593.03662 validation_1-mae:6023.70459 [958] validation_0-mae:4591.88721 validation_1-mae:6024.21875 [959] validation_0-mae:4591.11230 validation_1-mae:6024.12744 [960] validation_0-mae:4589.77393 validation_1-mae:6024.05664 [961] validation_0-mae:4588.90332 validation_1-mae:6024.16895 [962] validation_0-mae:4588.24268 validation_1-mae:6024.38135 [963] validation_0-mae:4587.58691 validation_1-mae:6024.27588 [964] validation_0-mae:4586.57812 validation_1-mae:6024.40527 [965] validation_0-mae:4585.99512 validation_1-mae:6024.38477 [966] validation_0-mae:4585.48730 validation_1-mae:6024.66602 [967] validation_0-mae:4584.82764 validation_1-mae:6024.96191 [968] validation_0-mae:4584.19482 validation_1-mae:6025.11865 [969] validation_0-mae:4583.38818 validation_1-mae:6024.86133 [970] validation_0-mae:4582.07861 validation_1-mae:6024.41162 [971] validation_0-mae:4581.44043 validation_1-mae:6024.30957 [972] validation_0-mae:4580.08740 validation_1-mae:6024.19971 [973] validation_0-mae:4579.36963 validation_1-mae:6024.00684 [974] validation_0-mae:4579.31982 validation_1-mae:6024.03320 [975] validation_0-mae:4578.86426 validation_1-mae:6023.97168 [976] validation_0-mae:4577.24707 validation_1-mae:6024.00000 [977] validation_0-mae:4576.21533 validation_1-mae:6024.26807 [978] validation_0-mae:4575.70898 validation_1-mae:6024.32275 [979] validation_0-mae:4574.57617 validation_1-mae:6024.13281 [980] validation_0-mae:4573.29150 validation_1-mae:6024.74805 [981] validation_0-mae:4571.94336 validation_1-mae:6024.08691 [982] validation_0-mae:4569.86133 validation_1-mae:6024.36865 [983] validation_0-mae:4568.06103 validation_1-mae:6024.43603 [984] validation_0-mae:4566.73730 validation_1-mae:6024.90625 [985] validation_0-mae:4565.90332 validation_1-mae:6024.71191 [986] validation_0-mae:4564.60938 validation_1-mae:6024.07959 [987] validation_0-mae:4563.91650 validation_1-mae:6024.13232 [988] validation_0-mae:4562.93213 validation_1-mae:6024.21533 [989] validation_0-mae:4561.99853 validation_1-mae:6024.58984 [990] validation_0-mae:4561.53809 validation_1-mae:6024.71631 [991] validation_0-mae:4560.49853 validation_1-mae:6025.33496 [992] validation_0-mae:4559.30957 validation_1-mae:6025.91895 [993] validation_0-mae:4558.84961 validation_1-mae:6025.82178 [994] validation_0-mae:4558.52051 validation_1-mae:6026.26123 [995] validation_0-mae:4557.37598 validation_1-mae:6026.13232 [996] validation_0-mae:4556.30811 validation_1-mae:6025.93994 [997] validation_0-mae:4555.20654 validation_1-mae:6025.47119 [998] validation_0-mae:4553.84961 validation_1-mae:6025.39453 [999] validation_0-mae:4553.33301 validation_1-mae:6025.57422 [1000] validation_0-mae:4551.97168 validation_1-mae:6025.66846 [1001] validation_0-mae:4550.96387 validation_1-mae:6025.95264 [1002] validation_0-mae:4550.93408 validation_1-mae:6025.99268 [1003] validation_0-mae:4550.36719 validation_1-mae:6025.73145 [1004] validation_0-mae:4550.10791 validation_1-mae:6025.75147 [1005] validation_0-mae:4549.46533 validation_1-mae:6025.79395 [1006] validation_0-mae:4548.42920 validation_1-mae:6025.30225 [1007] validation_0-mae:4547.53955 validation_1-mae:6025.59424 [1008] validation_0-mae:4546.43603 validation_1-mae:6025.58350 [1009] validation_0-mae:4545.51758 validation_1-mae:6025.79053 [1010] validation_0-mae:4544.53174 validation_1-mae:6025.70996 [1011] validation_0-mae:4543.51367 validation_1-mae:6026.00635 [1012] validation_0-mae:4542.54688 validation_1-mae:6026.46484 [1013] validation_0-mae:4541.67822 validation_1-mae:6026.19189 [1014] validation_0-mae:4540.67334 validation_1-mae:6025.99414 [1015] validation_0-mae:4539.13916 validation_1-mae:6025.92920 [1016] validation_0-mae:4538.64355 validation_1-mae:6025.67139 [1017] validation_0-mae:4537.71191 validation_1-mae:6025.95654 [1018] validation_0-mae:4536.76758 validation_1-mae:6025.32471 [1019] validation_0-mae:4535.73779 validation_1-mae:6025.38965 [1020] validation_0-mae:4534.59961 validation_1-mae:6025.34180 [1021] validation_0-mae:4533.25928 validation_1-mae:6024.48438 [1022] validation_0-mae:4532.19238 validation_1-mae:6024.86084 [1023] validation_0-mae:4531.19189 validation_1-mae:6024.88477 [1024] validation_0-mae:4530.06152 validation_1-mae:6024.43555 [1025] validation_0-mae:4527.45898 validation_1-mae:6023.15088 [1026] validation_0-mae:4526.22022 validation_1-mae:6022.78613 [1027] validation_0-mae:4525.07471 validation_1-mae:6022.80664 [1028] validation_0-mae:4524.15723 validation_1-mae:6022.45459 [1029] validation_0-mae:4521.93603 validation_1-mae:6021.86963 [1030] validation_0-mae:4520.42285 validation_1-mae:6021.88672 [1031] validation_0-mae:4519.10596 validation_1-mae:6021.31201 [1032] validation_0-mae:4516.98584 validation_1-mae:6021.02978 [1033] validation_0-mae:4515.90186 validation_1-mae:6020.79834 [1034] validation_0-mae:4514.44385 validation_1-mae:6020.97314 [1035] validation_0-mae:4513.41553 validation_1-mae:6021.16895 [1036] validation_0-mae:4512.72314 validation_1-mae:6021.55322 [1037] validation_0-mae:4512.20605 validation_1-mae:6021.39258 [1038] validation_0-mae:4509.98682 validation_1-mae:6021.24853 [1039] validation_0-mae:4509.27832 validation_1-mae:6021.18555 [1040] validation_0-mae:4508.46728 validation_1-mae:6021.27832 [1041] validation_0-mae:4507.69434 validation_1-mae:6021.78760 [1042] validation_0-mae:4506.86621 validation_1-mae:6021.68701 [1043] validation_0-mae:4505.91260 validation_1-mae:6021.69971 [1044] validation_0-mae:4505.22852 validation_1-mae:6021.59277 [1045] validation_0-mae:4504.48340 validation_1-mae:6021.59619 [1046] validation_0-mae:4503.28809 validation_1-mae:6022.33496 [1047] validation_0-mae:4503.00781 validation_1-mae:6022.54590 [1048] validation_0-mae:4502.56397 validation_1-mae:6022.51221 [1049] validation_0-mae:4501.70068 validation_1-mae:6022.34180 [1050] validation_0-mae:4500.52100 validation_1-mae:6021.79590 [1051] validation_0-mae:4499.78760 validation_1-mae:6021.95020 [1052] validation_0-mae:4498.23584 validation_1-mae:6021.28369 [1053] validation_0-mae:4497.43018 validation_1-mae:6021.28467 [1054] validation_0-mae:4496.09326 validation_1-mae:6020.92969 [1055] validation_0-mae:4494.90039 validation_1-mae:6020.88525 [1056] validation_0-mae:4492.88770 validation_1-mae:6020.30713 [1057] validation_0-mae:4492.26562 validation_1-mae:6019.95947 [1058] validation_0-mae:4491.14990 validation_1-mae:6020.51611 [1059] validation_0-mae:4490.70459 validation_1-mae:6020.44922 [1060] validation_0-mae:4489.57715 validation_1-mae:6020.86426 [1061] validation_0-mae:4489.14746 validation_1-mae:6020.66162 [1062] validation_0-mae:4488.85010 validation_1-mae:6020.55273 [1063] validation_0-mae:4488.56397 validation_1-mae:6020.47949 [1064] validation_0-mae:4488.22022 validation_1-mae:6020.40527 [1065] validation_0-mae:4487.34668 validation_1-mae:6020.32422 [1066] validation_0-mae:4487.14258 validation_1-mae:6020.37500 [1067] validation_0-mae:4485.82080 validation_1-mae:6019.98193 [1068] validation_0-mae:4485.13770 validation_1-mae:6019.75293 [1069] validation_0-mae:4483.64355 validation_1-mae:6019.30273 [1070] validation_0-mae:4482.58252 validation_1-mae:6019.81934 [1071] validation_0-mae:4481.59180 validation_1-mae:6019.75830 [1072] validation_0-mae:4480.58887 validation_1-mae:6019.20215 [1073] validation_0-mae:4479.86230 validation_1-mae:6019.05322 [1074] validation_0-mae:4479.14551 validation_1-mae:6019.61768 [1075] validation_0-mae:4479.05908 validation_1-mae:6019.60352 [1076] validation_0-mae:4476.62891 validation_1-mae:6019.27441 [1077] validation_0-mae:4474.27978 validation_1-mae:6018.62744 [1078] validation_0-mae:4471.90088 validation_1-mae:6018.22949 [1079] validation_0-mae:4470.47803 validation_1-mae:6018.29492 [1080] validation_0-mae:4469.78223 validation_1-mae:6018.09619 [1081] validation_0-mae:4469.00293 validation_1-mae:6017.99853 [1082] validation_0-mae:4468.49170 validation_1-mae:6017.84814 [1083] validation_0-mae:4467.76514 validation_1-mae:6017.68555 [1084] validation_0-mae:4466.85010 validation_1-mae:6017.78906 [1085] validation_0-mae:4464.77295 validation_1-mae:6017.75537 [1086] validation_0-mae:4462.74219 validation_1-mae:6016.80908 [1087] validation_0-mae:4461.06299 validation_1-mae:6017.48340 [1088] validation_0-mae:4459.69873 validation_1-mae:6017.39990 [1089] validation_0-mae:4458.30371 validation_1-mae:6016.82959 [1090] validation_0-mae:4457.27734 validation_1-mae:6017.14893 [1091] validation_0-mae:4455.98389 validation_1-mae:6016.16895 [1092] validation_0-mae:4454.83057 validation_1-mae:6015.81397 [1093] validation_0-mae:4453.60547 validation_1-mae:6015.62158 [1094] validation_0-mae:4452.93311 validation_1-mae:6015.63379 [1095] validation_0-mae:4451.44580 validation_1-mae:6014.79541 [1096] validation_0-mae:4450.42822 validation_1-mae:6015.25000 [1097] validation_0-mae:4449.67236 validation_1-mae:6015.21387 [1098] validation_0-mae:4448.70605 validation_1-mae:6015.31152 [1099] validation_0-mae:4448.17725 validation_1-mae:6015.15625 [1100] validation_0-mae:4447.59863 validation_1-mae:6014.63574 [1101] validation_0-mae:4445.98438 validation_1-mae:6014.38574 [1102] validation_0-mae:4443.55957 validation_1-mae:6013.99951 [1103] validation_0-mae:4442.59522 validation_1-mae:6013.43115 [1104] validation_0-mae:4441.89111 validation_1-mae:6013.62549 [1105] validation_0-mae:4440.26465 validation_1-mae:6013.58936 [1106] validation_0-mae:4438.52539 validation_1-mae:6013.27393 [1107] validation_0-mae:4437.22998 validation_1-mae:6013.69727 [1108] validation_0-mae:4436.05322 validation_1-mae:6013.47607 [1109] validation_0-mae:4434.82422 validation_1-mae:6013.97266 [1110] validation_0-mae:4434.20215 validation_1-mae:6013.77832 [1111] validation_0-mae:4433.30713 validation_1-mae:6014.16357 [1112] validation_0-mae:4432.09619 validation_1-mae:6014.31250 [1113] validation_0-mae:4431.31738 validation_1-mae:6014.23242 [1114] validation_0-mae:4430.45557 validation_1-mae:6014.06201 [1115] validation_0-mae:4429.07129 validation_1-mae:6013.52393 [1116] validation_0-mae:4427.70654 validation_1-mae:6013.10449 [1117] validation_0-mae:4426.73047 validation_1-mae:6012.95215 [1118] validation_0-mae:4424.98682 validation_1-mae:6012.96777 [1119] validation_0-mae:4423.06445 validation_1-mae:6012.71631 [1120] validation_0-mae:4422.29150 validation_1-mae:6012.92578 [1121] validation_0-mae:4421.38428 validation_1-mae:6012.75879 [1122] validation_0-mae:4420.05322 validation_1-mae:6012.55225 [1123] validation_0-mae:4418.62158 validation_1-mae:6012.40234 [1124] validation_0-mae:4417.75977 validation_1-mae:6012.33496 [1125] validation_0-mae:4416.95996 validation_1-mae:6011.54102 [1126] validation_0-mae:4416.05029 validation_1-mae:6011.27441 [1127] validation_0-mae:4414.97217 validation_1-mae:6010.82568 [1128] validation_0-mae:4414.08838 validation_1-mae:6010.69531 [1129] validation_0-mae:4412.91064 validation_1-mae:6011.22412 [1130] validation_0-mae:4411.29639 validation_1-mae:6011.77686 [1131] validation_0-mae:4409.37109 validation_1-mae:6011.63574 [1132] validation_0-mae:4409.06787 validation_1-mae:6011.73682 [1133] validation_0-mae:4407.40430 validation_1-mae:6011.54297 [1134] validation_0-mae:4405.89893 validation_1-mae:6011.07666 [1135] validation_0-mae:4404.07324 validation_1-mae:6010.55908 [1136] validation_0-mae:4402.89307 validation_1-mae:6010.94141 [1137] validation_0-mae:4401.92920 validation_1-mae:6010.87598 [1138] validation_0-mae:4400.40186 validation_1-mae:6012.16650 [1139] validation_0-mae:4399.31299 validation_1-mae:6011.97754 [1140] validation_0-mae:4398.29346 validation_1-mae:6012.27978 [1141] validation_0-mae:4397.41162 validation_1-mae:6012.30811 [1142] validation_0-mae:4396.25000 validation_1-mae:6012.44873 [1143] validation_0-mae:4394.78760 validation_1-mae:6012.11865 [1144] validation_0-mae:4392.69043 validation_1-mae:6011.29736 [1145] validation_0-mae:4390.95361 validation_1-mae:6010.89258 [1146] validation_0-mae:4389.13525 validation_1-mae:6010.63330 [1147] validation_0-mae:4388.52832 validation_1-mae:6010.71289 [1148] validation_0-mae:4387.87305 validation_1-mae:6010.85693 [1149] validation_0-mae:4386.54443 validation_1-mae:6010.08398 [1150] validation_0-mae:4385.63965 validation_1-mae:6009.94434 [1151] validation_0-mae:4385.22803 validation_1-mae:6009.90039 [1152] validation_0-mae:4384.20752 validation_1-mae:6010.02686 [1153] validation_0-mae:4383.18115 validation_1-mae:6009.51318 [1154] validation_0-mae:4382.47363 validation_1-mae:6009.35791 [1155] validation_0-mae:4381.58398 validation_1-mae:6009.81885 [1156] validation_0-mae:4380.18262 validation_1-mae:6009.73242 [1157] validation_0-mae:4378.24609 validation_1-mae:6009.01953 [1158] validation_0-mae:4377.63623 validation_1-mae:6009.26318 [1159] validation_0-mae:4376.59619 validation_1-mae:6009.09473 [1160] validation_0-mae:4376.09766 validation_1-mae:6008.90772 [1161] validation_0-mae:4375.09228 validation_1-mae:6008.88477 [1162] validation_0-mae:4373.49658 validation_1-mae:6008.20557 [1163] validation_0-mae:4372.66016 validation_1-mae:6008.11084 [1164] validation_0-mae:4372.34326 validation_1-mae:6007.83691 [1165] validation_0-mae:4371.78809 validation_1-mae:6008.08740 [1166] validation_0-mae:4370.41797 validation_1-mae:6007.47705 [1167] validation_0-mae:4369.43555 validation_1-mae:6007.41162 [1168] validation_0-mae:4368.59375 validation_1-mae:6008.12939 [1169] validation_0-mae:4367.61621 validation_1-mae:6007.95557 [1170] validation_0-mae:4366.55566 validation_1-mae:6007.93652 [1171] validation_0-mae:4365.38574 validation_1-mae:6007.75977 [1172] validation_0-mae:4365.04150 validation_1-mae:6008.03467 [1173] validation_0-mae:4364.37744 validation_1-mae:6007.88770 [1174] validation_0-mae:4363.16699 validation_1-mae:6007.24756 [1175] validation_0-mae:4362.14258 validation_1-mae:6006.92334 [1176] validation_0-mae:4361.07617 validation_1-mae:6006.31103 [1177] validation_0-mae:4360.31397 validation_1-mae:6005.98291 [1178] validation_0-mae:4359.27539 validation_1-mae:6005.44629 [1179] validation_0-mae:4359.07666 validation_1-mae:6005.30322 [1180] validation_0-mae:4357.95312 validation_1-mae:6005.18457 [1181] validation_0-mae:4356.84717 validation_1-mae:6005.77002 [1182] validation_0-mae:4355.66846 validation_1-mae:6005.66602 [1183] validation_0-mae:4354.08447 validation_1-mae:6005.21045 [1184] validation_0-mae:4353.44141 validation_1-mae:6004.90625 [1185] validation_0-mae:4352.54688 validation_1-mae:6004.86670 [1186] validation_0-mae:4351.78272 validation_1-mae:6004.73926 [1187] validation_0-mae:4350.79346 validation_1-mae:6004.64062 [1188] validation_0-mae:4350.45068 validation_1-mae:6004.85400 [1189] validation_0-mae:4350.21338 validation_1-mae:6004.87158 [1190] validation_0-mae:4349.92383 validation_1-mae:6004.85791 [1191] validation_0-mae:4349.15234 validation_1-mae:6004.96777 [1192] validation_0-mae:4348.30127 validation_1-mae:6005.03613 [1193] validation_0-mae:4347.67041 validation_1-mae:6005.23291 [1194] validation_0-mae:4346.64453 validation_1-mae:6005.33203 [1195] validation_0-mae:4345.78516 validation_1-mae:6005.20703 [1196] validation_0-mae:4344.84570 validation_1-mae:6004.88330 [1197] validation_0-mae:4343.75391 validation_1-mae:6004.96631 [1198] validation_0-mae:4343.19531 validation_1-mae:6005.59375 [1199] validation_0-mae:4342.75732 validation_1-mae:6005.45752 [1200] validation_0-mae:4341.50049 validation_1-mae:6005.46631 [1201] validation_0-mae:4340.98486 validation_1-mae:6005.51270 [1202] validation_0-mae:4340.81250 validation_1-mae:6005.58350 [1203] validation_0-mae:4339.04150 validation_1-mae:6004.74121 [1204] validation_0-mae:4337.76562 validation_1-mae:6005.21875 [1205] validation_0-mae:4335.91553 validation_1-mae:6004.75977 [1206] validation_0-mae:4334.81885 validation_1-mae:6004.81055 [1207] validation_0-mae:4333.70508 validation_1-mae:6004.46094 [1208] validation_0-mae:4332.98584 validation_1-mae:6004.88135 [1209] validation_0-mae:4332.41113 validation_1-mae:6004.86523 [1210] validation_0-mae:4331.98193 validation_1-mae:6004.74463 [1211] validation_0-mae:4331.09619 validation_1-mae:6004.29443 [1212] validation_0-mae:4329.87549 validation_1-mae:6004.23926 [1213] validation_0-mae:4328.31445 validation_1-mae:6003.74951 [1214] validation_0-mae:4327.01367 validation_1-mae:6004.56787 [1215] validation_0-mae:4325.29932 validation_1-mae:6004.64746 [1216] validation_0-mae:4324.33936 validation_1-mae:6004.93994 [1217] validation_0-mae:4322.93311 validation_1-mae:6004.73828 [1218] validation_0-mae:4322.02637 validation_1-mae:6004.92773 [1219] validation_0-mae:4320.66699 validation_1-mae:6004.54883 [1220] validation_0-mae:4319.77783 validation_1-mae:6004.70312 [1221] validation_0-mae:4319.21924 validation_1-mae:6004.75879 [1222] validation_0-mae:4318.53320 validation_1-mae:6004.61523 [1223] validation_0-mae:4317.41113 validation_1-mae:6004.48535 [1224] validation_0-mae:4316.41650 validation_1-mae:6004.37353 [1225] validation_0-mae:4315.41162 validation_1-mae:6004.21436 [1226] validation_0-mae:4314.64307 validation_1-mae:6004.48242 [1227] validation_0-mae:4313.26855 validation_1-mae:6004.24951 [1228] validation_0-mae:4312.37695 validation_1-mae:6003.99365 [1229] validation_0-mae:4311.39307 validation_1-mae:6004.18897 [1230] validation_0-mae:4310.17236 validation_1-mae:6004.05176 [1231] validation_0-mae:4309.42383 validation_1-mae:6004.12793 [1232] validation_0-mae:4307.17090 validation_1-mae:6004.18799 [1233] validation_0-mae:4306.30127 validation_1-mae:6003.71191 [1234] validation_0-mae:4305.30322 validation_1-mae:6004.13818 [1235] validation_0-mae:4303.39990 validation_1-mae:6002.85059 [1236] validation_0-mae:4301.38232 validation_1-mae:6002.65137 [1237] validation_0-mae:4300.22461 validation_1-mae:6002.58105 [1238] validation_0-mae:4298.92285 validation_1-mae:6002.87451 [1239] validation_0-mae:4298.08936 validation_1-mae:6003.09082 [1240] validation_0-mae:4296.86328 validation_1-mae:6002.81397 [1241] validation_0-mae:4295.71777 validation_1-mae:6003.32520 [1242] validation_0-mae:4294.95166 validation_1-mae:6003.09228 [1243] validation_0-mae:4292.77734 validation_1-mae:6003.44775 [1244] validation_0-mae:4291.13037 validation_1-mae:6002.50391 [1245] validation_0-mae:4289.73389 validation_1-mae:6001.68945 [1246] validation_0-mae:4288.34766 validation_1-mae:6001.27441 [1247] validation_0-mae:4286.97559 validation_1-mae:6001.18506 [1248] validation_0-mae:4285.82324 validation_1-mae:6001.31348 [1249] validation_0-mae:4285.19434 validation_1-mae:6001.07324 [1250] validation_0-mae:4284.53027 validation_1-mae:6000.87109 [1251] validation_0-mae:4283.01953 validation_1-mae:6000.94336 [1252] validation_0-mae:4282.10596 validation_1-mae:6000.95215 [1253] validation_0-mae:4281.64355 validation_1-mae:6001.07373 [1254] validation_0-mae:4281.22070 validation_1-mae:6000.91113 [1255] validation_0-mae:4280.86914 validation_1-mae:6000.96582 [1256] validation_0-mae:4279.73438 validation_1-mae:6000.72852 [1257] validation_0-mae:4278.59717 validation_1-mae:6000.63281 [1258] validation_0-mae:4277.86377 validation_1-mae:6000.58789 [1259] validation_0-mae:4277.30566 validation_1-mae:6000.50098 [1260] validation_0-mae:4276.57812 validation_1-mae:6000.52686 [1261] validation_0-mae:4275.27978 validation_1-mae:6001.45166 [1262] validation_0-mae:4274.94092 validation_1-mae:6001.52588 [1263] validation_0-mae:4273.72754 validation_1-mae:6001.55908 [1264] validation_0-mae:4273.52734 validation_1-mae:6001.36621 [1265] validation_0-mae:4272.96387 validation_1-mae:6001.33008 [1266] validation_0-mae:4272.15381 validation_1-mae:6001.35498 [1267] validation_0-mae:4271.54053 validation_1-mae:6001.27100 [1268] validation_0-mae:4270.09619 validation_1-mae:6001.16748 [1269] validation_0-mae:4268.91260 validation_1-mae:6001.66455 [1270] validation_0-mae:4268.20020 validation_1-mae:6001.91650 [1271] validation_0-mae:4267.28809 validation_1-mae:6001.88574 [1272] validation_0-mae:4266.14844 validation_1-mae:6001.78662 [1273] validation_0-mae:4264.87939 validation_1-mae:6001.92090 [1274] validation_0-mae:4264.66211 validation_1-mae:6001.84424 [1275] validation_0-mae:4264.05713 validation_1-mae:6001.74170 [1276] validation_0-mae:4263.05518 validation_1-mae:6002.09180 [1277] validation_0-mae:4262.61084 validation_1-mae:6001.81592 [1278] validation_0-mae:4261.92969 validation_1-mae:6002.00879 [1279] validation_0-mae:4260.71680 validation_1-mae:6001.58105 [1280] validation_0-mae:4259.35400 validation_1-mae:6001.36133 [1281] validation_0-mae:4257.95605 validation_1-mae:6001.58203 [1282] validation_0-mae:4256.99805 validation_1-mae:6002.00586 [1283] validation_0-mae:4255.58936 validation_1-mae:6001.48828 [1284] validation_0-mae:4254.26318 validation_1-mae:6001.28711 [1285] validation_0-mae:4252.60840 validation_1-mae:6001.05664 [1286] validation_0-mae:4251.77051 validation_1-mae:6000.81885 [1287] validation_0-mae:4251.42725 validation_1-mae:6000.81055 [1288] validation_0-mae:4250.25293 validation_1-mae:6001.41260 [1289] validation_0-mae:4249.73779 validation_1-mae:6001.66895 [1290] validation_0-mae:4249.11328 validation_1-mae:6001.79004 [1291] validation_0-mae:4248.13477 validation_1-mae:6001.61670 [1292] validation_0-mae:4246.15234 validation_1-mae:6000.24853 [1293] validation_0-mae:4243.98926 validation_1-mae:5999.44922 [1294] validation_0-mae:4242.82617 validation_1-mae:5998.96728 [1295] validation_0-mae:4241.26953 validation_1-mae:5998.34375 [1296] validation_0-mae:4240.49072 validation_1-mae:5998.61865 [1297] validation_0-mae:4238.51514 validation_1-mae:5997.99902 [1298] validation_0-mae:4236.80957 validation_1-mae:5997.56250 [1299] validation_0-mae:4236.15820 validation_1-mae:5997.59180 [1300] validation_0-mae:4234.79541 validation_1-mae:5997.20068 [1301] validation_0-mae:4233.51562 validation_1-mae:5997.14941 [1302] validation_0-mae:4232.88135 validation_1-mae:5997.35400 [1303] validation_0-mae:4232.73584 validation_1-mae:5997.14893 [1304] validation_0-mae:4232.14453 validation_1-mae:5997.12891 [1305] validation_0-mae:4231.72314 validation_1-mae:5996.98145 [1306] validation_0-mae:4231.20801 validation_1-mae:5996.84717 [1307] validation_0-mae:4230.19873 validation_1-mae:5997.21143 [1308] validation_0-mae:4229.00830 validation_1-mae:5996.41113 [1309] validation_0-mae:4227.81006 validation_1-mae:5996.85938 [1310] validation_0-mae:4226.72803 validation_1-mae:5997.17920 [1311] validation_0-mae:4226.45312 validation_1-mae:5997.09814 [1312] validation_0-mae:4224.27832 validation_1-mae:5997.09326 [1313] validation_0-mae:4222.82227 validation_1-mae:5996.63184 [1314] validation_0-mae:4221.80420 validation_1-mae:5996.41211 [1315] validation_0-mae:4220.46826 validation_1-mae:5996.79248 [1316] validation_0-mae:4219.12353 validation_1-mae:5996.74658 [1317] validation_0-mae:4218.59326 validation_1-mae:5996.72656 [1318] validation_0-mae:4216.96680 validation_1-mae:5996.44824 [1319] validation_0-mae:4215.85352 validation_1-mae:5996.42773 [1320] validation_0-mae:4214.52978 validation_1-mae:5996.66064 [1321] validation_0-mae:4213.52246 validation_1-mae:5996.52490 [1322] validation_0-mae:4212.87549 validation_1-mae:5996.25635 [1323] validation_0-mae:4211.85400 validation_1-mae:5995.98389 [1324] validation_0-mae:4211.46143 validation_1-mae:5995.93945 [1325] validation_0-mae:4209.73730 validation_1-mae:5995.46191 [1326] validation_0-mae:4209.20361 validation_1-mae:5995.39307 [1327] validation_0-mae:4208.58350 validation_1-mae:5995.29883 [1328] validation_0-mae:4208.13818 validation_1-mae:5995.24707 [1329] validation_0-mae:4207.50342 validation_1-mae:5995.09522 [1330] validation_0-mae:4206.63916 validation_1-mae:5995.33545 [1331] validation_0-mae:4205.81152 validation_1-mae:5995.14697 [1332] validation_0-mae:4204.57715 validation_1-mae:5994.74512 [1333] validation_0-mae:4203.41260 validation_1-mae:5994.77002 [1334] validation_0-mae:4202.12451 validation_1-mae:5994.54785 [1335] validation_0-mae:4201.15332 validation_1-mae:5994.06494 [1336] validation_0-mae:4200.54736 validation_1-mae:5993.72656 [1337] validation_0-mae:4200.21484 validation_1-mae:5993.70801 [1338] validation_0-mae:4199.65674 validation_1-mae:5993.52734 [1339] validation_0-mae:4199.00928 validation_1-mae:5993.60742 [1340] validation_0-mae:4198.45508 validation_1-mae:5993.68311 [1341] validation_0-mae:4197.69629 validation_1-mae:5993.83203 [1342] validation_0-mae:4196.69385 validation_1-mae:5993.22949 [1343] validation_0-mae:4196.37988 validation_1-mae:5993.42822 [1344] validation_0-mae:4195.12500 validation_1-mae:5993.14795 [1345] validation_0-mae:4193.97559 validation_1-mae:5993.33301 [1346] validation_0-mae:4192.91992 validation_1-mae:5992.67871 [1347] validation_0-mae:4192.22754 validation_1-mae:5992.57959 [1348] validation_0-mae:4191.22314 validation_1-mae:5992.10254 [1349] validation_0-mae:4190.56836 validation_1-mae:5992.33057 [1350] validation_0-mae:4189.54150 validation_1-mae:5992.27588 [1351] validation_0-mae:4188.65723 validation_1-mae:5992.98145 [1352] validation_0-mae:4188.39307 validation_1-mae:5993.04297 [1353] validation_0-mae:4187.38428 validation_1-mae:5992.14941 [1354] validation_0-mae:4186.51367 validation_1-mae:5992.21289 [1355] validation_0-mae:4185.36328 validation_1-mae:5992.55518 [1356] validation_0-mae:4184.44385 validation_1-mae:5992.52881 [1357] validation_0-mae:4183.94092 validation_1-mae:5992.18115 [1358] validation_0-mae:4182.85889 validation_1-mae:5992.69727 [1359] validation_0-mae:4182.32227 validation_1-mae:5992.47510 [1360] validation_0-mae:4180.74658 validation_1-mae:5992.87939 [1361] validation_0-mae:4180.36768 validation_1-mae:5993.05566 [1362] validation_0-mae:4180.18359 validation_1-mae:5993.10498 [1363] validation_0-mae:4179.32373 validation_1-mae:5993.11963 [1364] validation_0-mae:4178.61572 validation_1-mae:5993.69971 [1365] validation_0-mae:4177.22217 validation_1-mae:5994.05371 [1366] validation_0-mae:4177.01270 validation_1-mae:5994.46240 [1367] validation_0-mae:4176.02295 validation_1-mae:5994.64893 [1368] validation_0-mae:4175.88379 validation_1-mae:5994.87988 [1369] validation_0-mae:4175.47656 validation_1-mae:5995.00732 [1370] validation_0-mae:4173.96924 validation_1-mae:5995.26514 [1371] validation_0-mae:4173.06152 validation_1-mae:5995.07764 [1372] validation_0-mae:4171.87647 validation_1-mae:5995.53711 [1373] validation_0-mae:4171.29004 validation_1-mae:5995.87598 [1374] validation_0-mae:4170.45703 validation_1-mae:5995.67822 [1375] validation_0-mae:4169.32617 validation_1-mae:5995.65918 [1376] validation_0-mae:4168.11035 validation_1-mae:5995.23682 [1377] validation_0-mae:4167.29102 validation_1-mae:5995.78320 [1378] validation_0-mae:4166.51709 validation_1-mae:5995.78760 [1379] validation_0-mae:4166.07715 validation_1-mae:5995.98828 [1380] validation_0-mae:4165.34473 validation_1-mae:5996.02734 [1381] validation_0-mae:4164.26367 validation_1-mae:5995.76855 [1382] validation_0-mae:4163.38428 validation_1-mae:5995.87500 [1383] validation_0-mae:4162.91162 validation_1-mae:5995.92188 [1384] validation_0-mae:4162.41895 validation_1-mae:5996.14307 [1385] validation_0-mae:4161.64209 validation_1-mae:5995.89307 [1386] validation_0-mae:4161.12353 validation_1-mae:5995.65674 [1387] validation_0-mae:4159.44092 validation_1-mae:5995.65332 [1388] validation_0-mae:4159.18066 validation_1-mae:5995.59473 [1389] validation_0-mae:4158.11621 validation_1-mae:5995.81543 [1390] validation_0-mae:4157.28125 validation_1-mae:5995.93750 [1391] validation_0-mae:4156.68213 validation_1-mae:5995.55713 [1392] validation_0-mae:4155.63623 validation_1-mae:5994.90576 [1393] validation_0-mae:4154.49414 validation_1-mae:5994.70850 [1394] validation_0-mae:4153.85840 validation_1-mae:5994.66113 [1395] validation_0-mae:4152.96338 validation_1-mae:5994.69873 [1396] validation_0-mae:4152.95264 validation_1-mae:5994.71924 [1397] validation_0-mae:4151.69727 validation_1-mae:5994.77197 [1398] validation_0-mae:4150.50244 validation_1-mae:5994.79736 [1399] validation_0-mae:4149.86768 validation_1-mae:5994.54346 [1400] validation_0-mae:4148.87939 validation_1-mae:5994.72461 [1401] validation_0-mae:4148.20752 validation_1-mae:5994.75195 [1402] validation_0-mae:4147.27148 validation_1-mae:5994.15967 [1403] validation_0-mae:4146.66211 validation_1-mae:5993.82861 [1404] validation_0-mae:4146.26367 validation_1-mae:5994.14697 [1405] validation_0-mae:4145.64697 validation_1-mae:5994.18457 [1406] validation_0-mae:4145.13574 validation_1-mae:5994.35156 [1407] validation_0-mae:4144.34912 validation_1-mae:5994.41553 [1408] validation_0-mae:4143.94922 validation_1-mae:5994.25293 [1409] validation_0-mae:4143.14355 validation_1-mae:5994.53857 [1410] validation_0-mae:4142.24268 validation_1-mae:5994.44580 [1411] validation_0-mae:4141.04492 validation_1-mae:5994.95703 [1412] validation_0-mae:4140.30273 validation_1-mae:5995.27978 [1413] validation_0-mae:4139.66602 validation_1-mae:5994.97900 [1414] validation_0-mae:4138.71728 validation_1-mae:5994.67529 [1415] validation_0-mae:4137.64355 validation_1-mae:5994.41455 [1416] validation_0-mae:4136.74902 validation_1-mae:5994.40039 [1417] validation_0-mae:4135.94141 validation_1-mae:5994.78369 [1418] validation_0-mae:4134.86377 validation_1-mae:5995.30273 [1419] validation_0-mae:4132.86621 validation_1-mae:5995.08740 [1420] validation_0-mae:4131.08643 validation_1-mae:5995.48486 [1421] validation_0-mae:4129.73535 validation_1-mae:5995.25147 [1422] validation_0-mae:4128.14111 validation_1-mae:5995.48096 [1423] validation_0-mae:4127.25781 validation_1-mae:5995.19336 [1424] validation_0-mae:4126.47705 validation_1-mae:5995.52100 [1425] validation_0-mae:4125.30371 validation_1-mae:5994.78809 [1426] validation_0-mae:4123.95312 validation_1-mae:5994.93018 [1427] validation_0-mae:4123.16260 validation_1-mae:5994.74951 [1428] validation_0-mae:4121.86328 validation_1-mae:5994.56836 [1429] validation_0-mae:4120.97803 validation_1-mae:5994.85303 [1430] validation_0-mae:4119.68603 validation_1-mae:5995.27246 [1431] validation_0-mae:4118.60498 validation_1-mae:5995.38770 [1432] validation_0-mae:4117.96387 validation_1-mae:5995.07129 [1433] validation_0-mae:4116.80859 validation_1-mae:5995.11670 [1434] validation_0-mae:4115.52783 validation_1-mae:5995.07715 [1435] validation_0-mae:4115.14404 validation_1-mae:5995.07764 [1436] validation_0-mae:4114.06445 validation_1-mae:5995.77393 [1437] validation_0-mae:4113.36328 validation_1-mae:5995.93848 [1438] validation_0-mae:4112.39307 validation_1-mae:5995.52197 [1439] validation_0-mae:4111.88916 validation_1-mae:5995.88037 [1440] validation_0-mae:4111.05469 validation_1-mae:5996.02148 [1441] validation_0-mae:4110.77002 validation_1-mae:5995.97070 [1442] validation_0-mae:4109.85840 validation_1-mae:5996.18994 [1443] validation_0-mae:4109.13721 validation_1-mae:5995.98486 [1444] validation_0-mae:4108.08594 validation_1-mae:5995.75928 [1445] validation_0-mae:4107.27686 validation_1-mae:5996.06397 [1446] validation_0-mae:4106.65039 validation_1-mae:5995.85352 [1447] validation_0-mae:4105.65283 validation_1-mae:5995.85889 [1448] validation_0-mae:4104.37647 validation_1-mae:5995.93018 [1449] validation_0-mae:4103.54688 validation_1-mae:5995.60352 [1450] validation_0-mae:4102.89941 validation_1-mae:5995.51465 [1451] validation_0-mae:4101.92383 validation_1-mae:5995.25537 [1452] validation_0-mae:4101.41113 validation_1-mae:5995.21191 [1453] validation_0-mae:4099.81055 validation_1-mae:5995.43750 [1454] validation_0-mae:4098.82178 validation_1-mae:5995.28467 [1455] validation_0-mae:4097.83936 validation_1-mae:5995.35645 [1456] validation_0-mae:4097.11865 validation_1-mae:5995.28027 [1457] validation_0-mae:4096.47705 validation_1-mae:5994.77002 [1458] validation_0-mae:4095.66211 validation_1-mae:5994.88232 [1459] validation_0-mae:4095.20117 validation_1-mae:5994.75195 [1460] validation_0-mae:4094.08252 validation_1-mae:5994.61133 [1461] validation_0-mae:4093.61426 validation_1-mae:5994.39355 [1462] validation_0-mae:4093.08813 validation_1-mae:5994.15918 [1463] validation_0-mae:4092.20215 validation_1-mae:5993.80566 [1464] validation_0-mae:4091.74658 validation_1-mae:5993.85156 [1465] validation_0-mae:4091.37817 validation_1-mae:5993.92236 [1466] validation_0-mae:4090.49048 validation_1-mae:5993.55713 [1467] validation_0-mae:4089.51050 validation_1-mae:5993.46094 [1468] validation_0-mae:4088.94165 validation_1-mae:5993.55762 [1469] validation_0-mae:4088.01221 validation_1-mae:5993.41162 [1470] validation_0-mae:4087.19702 validation_1-mae:5993.65674 [1471] validation_0-mae:4086.13818 validation_1-mae:5994.00000 [1472] validation_0-mae:4085.52832 validation_1-mae:5994.04199 [1473] validation_0-mae:4085.19653 validation_1-mae:5994.08008 [1474] validation_0-mae:4084.60254 validation_1-mae:5994.20947 [1475] validation_0-mae:4083.25049 validation_1-mae:5993.90088 [1476] validation_0-mae:4082.91235 validation_1-mae:5993.87842 [1477] validation_0-mae:4081.67090 validation_1-mae:5993.98926 [1478] validation_0-mae:4081.04126 validation_1-mae:5993.85938 [1479] validation_0-mae:4080.26147 validation_1-mae:5993.90283 [1480] validation_0-mae:4079.74097 validation_1-mae:5993.80225 [1481] validation_0-mae:4079.23462 validation_1-mae:5993.35352 [1482] validation_0-mae:4079.20166 validation_1-mae:5993.42383 [1483] validation_0-mae:4079.09277 validation_1-mae:5993.53418 [1484] validation_0-mae:4077.80469 validation_1-mae:5993.29492 [1485] validation_0-mae:4076.93311 validation_1-mae:5993.61084 [1486] validation_0-mae:4076.01880 validation_1-mae:5993.77490 [1487] validation_0-mae:4075.52612 validation_1-mae:5993.54004 [1488] validation_0-mae:4074.66699 validation_1-mae:5993.76660 [1489] validation_0-mae:4074.31055 validation_1-mae:5993.82227 [1490] validation_0-mae:4073.65210 validation_1-mae:5994.27490 [1491] validation_0-mae:4072.35644 validation_1-mae:5994.43115 [1492] validation_0-mae:4071.52344 validation_1-mae:5994.73682 [1493] validation_0-mae:4070.50684 validation_1-mae:5995.12549 [1494] validation_0-mae:4069.22730 validation_1-mae:5995.00830 [1495] validation_0-mae:4068.73462 validation_1-mae:5995.27881 [1496] validation_0-mae:4067.52173 validation_1-mae:5995.94775 [1497] validation_0-mae:4066.57397 validation_1-mae:5995.96777 [1498] validation_0-mae:4065.96240 validation_1-mae:5995.80176 [1499] validation_0-mae:4065.00903 validation_1-mae:5996.44434 [1500] validation_0-mae:4064.11450 validation_1-mae:5996.47998 [1501] validation_0-mae:4063.04297 validation_1-mae:5996.71826 [1502] validation_0-mae:4062.19409 validation_1-mae:5996.65772 [1503] validation_0-mae:4061.30640 validation_1-mae:5996.30420 [1504] validation_0-mae:4060.57349 validation_1-mae:5996.39893 [1505] validation_0-mae:4060.15088 validation_1-mae:5996.49853 [1506] validation_0-mae:4059.34399 validation_1-mae:5996.37647 [1507] validation_0-mae:4058.15186 validation_1-mae:5996.30029 [1508] validation_0-mae:4056.91724 validation_1-mae:5995.94971 [1509] validation_0-mae:4055.78052 validation_1-mae:5995.95703 [1510] validation_0-mae:4054.86865 validation_1-mae:5996.10303 [1511] validation_0-mae:4053.79248 validation_1-mae:5995.79980 [1512] validation_0-mae:4052.88257 validation_1-mae:5995.76416 [1513] validation_0-mae:4052.08618 validation_1-mae:5996.33301 [1514] validation_0-mae:4051.15698 validation_1-mae:5995.84619 [1515] validation_0-mae:4050.59253 validation_1-mae:5995.88086 [1516] validation_0-mae:4049.63843 validation_1-mae:5995.49121 [1517] validation_0-mae:4049.08057 validation_1-mae:5995.57812 [1518] validation_0-mae:4048.37817 validation_1-mae:5995.68897 [1519] validation_0-mae:4047.47876 validation_1-mae:5995.74023 [1520] validation_0-mae:4047.07446 validation_1-mae:5995.55420 [1521] validation_0-mae:4046.53467 validation_1-mae:5995.57471 [1522] validation_0-mae:4045.35864 validation_1-mae:5995.26367 [1523] validation_0-mae:4044.10156 validation_1-mae:5995.18262 [1524] validation_0-mae:4042.90332 validation_1-mae:5995.18359 [1525] validation_0-mae:4041.85693 validation_1-mae:5994.75928 [1526] validation_0-mae:4040.96484 validation_1-mae:5994.82178 [1527] validation_0-mae:4039.68970 validation_1-mae:5994.94141 [1528] validation_0-mae:4038.87329 validation_1-mae:5994.79150 [1529] validation_0-mae:4037.72827 validation_1-mae:5994.20166 [1530] validation_0-mae:4037.02490 validation_1-mae:5994.32031 [1531] validation_0-mae:4036.11353 validation_1-mae:5994.38330 [1532] validation_0-mae:4035.43921 validation_1-mae:5994.64990 [1533] validation_0-mae:4033.81567 validation_1-mae:5994.12647 [1534] validation_0-mae:4033.03955 validation_1-mae:5994.41553 [1535] validation_0-mae:4032.31104 validation_1-mae:5994.08350 [1536] validation_0-mae:4031.37500 validation_1-mae:5993.74805 [1537] validation_0-mae:4030.84082 validation_1-mae:5993.50830 [1538] validation_0-mae:4029.89600 validation_1-mae:5993.61035 [1539] validation_0-mae:4028.97876 validation_1-mae:5993.83008 [1540] validation_0-mae:4028.49097 validation_1-mae:5993.76562 [1541] validation_0-mae:4027.54614 validation_1-mae:5993.42236 [1542] validation_0-mae:4027.01050 validation_1-mae:5993.06201 [1543] validation_0-mae:4026.52539 validation_1-mae:5993.13037 [1544] validation_0-mae:4026.06128 validation_1-mae:5992.89209 [1545] validation_0-mae:4025.56079 validation_1-mae:5992.71973 [1546] validation_0-mae:4024.54394 validation_1-mae:5993.37842 [1547] validation_0-mae:4023.97119 validation_1-mae:5993.15820 [1548] validation_0-mae:4022.91260 validation_1-mae:5993.39355 [1549] validation_0-mae:4022.39478 validation_1-mae:5993.50000 [1550] validation_0-mae:4022.16138 validation_1-mae:5993.65478 [1551] validation_0-mae:4021.71045 validation_1-mae:5993.61670 [1552] validation_0-mae:4020.35986 validation_1-mae:5993.56982 [1553] validation_0-mae:4019.73096 validation_1-mae:5993.55859 [1554] validation_0-mae:4019.10791 validation_1-mae:5993.34570 [1555] validation_0-mae:4018.13257 validation_1-mae:5993.75586 [1556] validation_0-mae:4016.52734 validation_1-mae:5994.17188 [1557] validation_0-mae:4015.04468 validation_1-mae:5994.27197 [1558] validation_0-mae:4014.04639 validation_1-mae:5993.67822 [1559] validation_0-mae:4012.98389 validation_1-mae:5993.84180 [1560] validation_0-mae:4012.03247 validation_1-mae:5993.98340 [1561] validation_0-mae:4011.20093 validation_1-mae:5993.76367 [1562] validation_0-mae:4010.21191 validation_1-mae:5993.38623 [1563] validation_0-mae:4008.42651 validation_1-mae:5993.35986 [1564] validation_0-mae:4006.61328 validation_1-mae:5993.10059 [1565] validation_0-mae:4006.09155 validation_1-mae:5993.07178 [1566] validation_0-mae:4005.11841 validation_1-mae:5993.18945 [1567] validation_0-mae:4004.36304 validation_1-mae:5992.93164 [1568] validation_0-mae:4003.78296 validation_1-mae:5992.93213 [1569] validation_0-mae:4003.25195 validation_1-mae:5992.58008 [1570] validation_0-mae:4002.21289 validation_1-mae:5992.84668 [1571] validation_0-mae:4001.51929 validation_1-mae:5993.07764 [1572] validation_0-mae:4000.86011 validation_1-mae:5993.00781 [1573] validation_0-mae:3999.74512 validation_1-mae:5993.27051 [1574] validation_0-mae:3998.80200 validation_1-mae:5993.17529 [1575] validation_0-mae:3997.96680 validation_1-mae:5992.83594 [1576] validation_0-mae:3996.79541 validation_1-mae:5992.87500 [1577] validation_0-mae:3995.21509 validation_1-mae:5992.88672 [1578] validation_0-mae:3994.57788 validation_1-mae:5992.78760 [1579] validation_0-mae:3993.64966 validation_1-mae:5992.95361 [1580] validation_0-mae:3992.93848 validation_1-mae:5993.43213 [1581] validation_0-mae:3992.44141 validation_1-mae:5993.51318 [1582] validation_0-mae:3992.03980 validation_1-mae:5993.43897 [1583] validation_0-mae:3991.91138 validation_1-mae:5993.44434 [1584] validation_0-mae:3991.37720 validation_1-mae:5993.81445 [1585] validation_0-mae:3990.59814 validation_1-mae:5994.26025 [1586] validation_0-mae:3989.96606 validation_1-mae:5993.98291 [1587] validation_0-mae:3989.12134 validation_1-mae:5994.08350 [1588] validation_0-mae:3988.28418 validation_1-mae:5993.88135 [1589] validation_0-mae:3987.06885 validation_1-mae:5994.24512 [1590] validation_0-mae:3986.26318 validation_1-mae:5993.82031 [1591] validation_0-mae:3985.53638 validation_1-mae:5994.14648 [1592] validation_0-mae:3984.93945 validation_1-mae:5994.50684 [1593] validation_0-mae:3983.89453 validation_1-mae:5994.49121 [1594] validation_0-mae:3982.67700 validation_1-mae:5994.46484 [1595] validation_0-mae:3982.15259 validation_1-mae:5994.39014 [1596] validation_0-mae:3981.39819 validation_1-mae:5994.45801 [1597] validation_0-mae:3980.36255 validation_1-mae:5994.84717 [1598] validation_0-mae:3979.91480 validation_1-mae:5994.74170 [1599] validation_0-mae:3979.02100 validation_1-mae:5994.93750 [1600] validation_0-mae:3977.76880 validation_1-mae:5994.86963 [1601] validation_0-mae:3977.32886 validation_1-mae:5994.74023 [1602] validation_0-mae:3976.65991 validation_1-mae:5994.89111 [1603] validation_0-mae:3975.77832 validation_1-mae:5994.66064 [1604] validation_0-mae:3973.77905 validation_1-mae:5994.11377 [1605] validation_0-mae:3973.30103 validation_1-mae:5994.12891 [1606] validation_0-mae:3971.93359 validation_1-mae:5993.81494 [1607] validation_0-mae:3971.01587 validation_1-mae:5994.03467 [1608] validation_0-mae:3970.30811 validation_1-mae:5994.34131 [1609] validation_0-mae:3969.47632 validation_1-mae:5994.57275 [1610] validation_0-mae:3968.55029 validation_1-mae:5994.48828 [1611] validation_0-mae:3967.68604 validation_1-mae:5994.28516 [1612] validation_0-mae:3966.85913 validation_1-mae:5994.16650 [1613] validation_0-mae:3965.95288 validation_1-mae:5994.43066 [1614] validation_0-mae:3965.57007 validation_1-mae:5994.53027 [1615] validation_0-mae:3964.58032 validation_1-mae:5994.67627 [1616] validation_0-mae:3964.27734 validation_1-mae:5994.61523 [1617] validation_0-mae:3963.48633 validation_1-mae:5994.65381 [1618] validation_0-mae:3962.84082 validation_1-mae:5994.65674 [1619] validation_0-mae:3962.47607 validation_1-mae:5994.74853 [1620] validation_0-mae:3962.42090 validation_1-mae:5994.76270 [1621] validation_0-mae:3961.76269 validation_1-mae:5995.25244 [1622] validation_0-mae:3961.08008 validation_1-mae:5995.07031 [1623] validation_0-mae:3960.55566 validation_1-mae:5994.99805 [1624] validation_0-mae:3960.03931 validation_1-mae:5994.86963 [1625] validation_0-mae:3959.80005 validation_1-mae:5994.79150 [1626] validation_0-mae:3958.74707 validation_1-mae:5994.40625 [1627] validation_0-mae:3958.00244 validation_1-mae:5994.40186 [1628] validation_0-mae:3956.63135 validation_1-mae:5994.10889 [1629] validation_0-mae:3956.03052 validation_1-mae:5994.10352 [1630] validation_0-mae:3955.32886 validation_1-mae:5993.97510 [1631] validation_0-mae:3954.56519 validation_1-mae:5993.75293 [1632] validation_0-mae:3953.38135 validation_1-mae:5993.91553 [1633] validation_0-mae:3952.58350 validation_1-mae:5993.86426 [1634] validation_0-mae:3951.97266 validation_1-mae:5993.93066 [1635] validation_0-mae:3951.27563 validation_1-mae:5993.96094 [1636] validation_0-mae:3950.22314 validation_1-mae:5993.74561 [1637] validation_0-mae:3949.08643 validation_1-mae:5993.42871 [1638] validation_0-mae:3948.55200 validation_1-mae:5993.62353 [1639] validation_0-mae:3948.26318 validation_1-mae:5993.67432 [1640] validation_0-mae:3947.62573 validation_1-mae:5993.70850 [1641] validation_0-mae:3946.86963 validation_1-mae:5993.95898 [1642] validation_0-mae:3946.45703 validation_1-mae:5993.85303 [1643] validation_0-mae:3945.65259 validation_1-mae:5993.83203 [1644] validation_0-mae:3944.78442 validation_1-mae:5993.76367 [1645] validation_0-mae:3944.28955 validation_1-mae:5993.71387 [1646] validation_0-mae:3943.87329 validation_1-mae:5993.83838 [1647] validation_0-mae:3943.15088 validation_1-mae:5993.98779 [1648] validation_0-mae:3942.39600 validation_1-mae:5994.30859 [1649] validation_0-mae:3941.49268 validation_1-mae:5994.47266 [1650] validation_0-mae:3940.57544 validation_1-mae:5994.59033 [1651] validation_0-mae:3939.76269 validation_1-mae:5994.56103 [1652] validation_0-mae:3938.87036 validation_1-mae:5994.60059 [1653] validation_0-mae:3937.85034 validation_1-mae:5994.63379 [1654] validation_0-mae:3937.09058 validation_1-mae:5994.87988 [1655] validation_0-mae:3935.94556 validation_1-mae:5994.03809 [1656] validation_0-mae:3935.33081 validation_1-mae:5994.15820 [1657] validation_0-mae:3934.81250 validation_1-mae:5994.40625 [1658] validation_0-mae:3934.16064 validation_1-mae:5994.36914 [1659] validation_0-mae:3933.09302 validation_1-mae:5994.73047 [1660] validation_0-mae:3932.26709 validation_1-mae:5994.72314 [1661] validation_0-mae:3932.00000 validation_1-mae:5994.63574 [1662] validation_0-mae:3931.57568 validation_1-mae:5994.65723 [1663] validation_0-mae:3930.25073 validation_1-mae:5994.78467 [1664] validation_0-mae:3929.63403 validation_1-mae:5994.51758 [1665] validation_0-mae:3928.78589 validation_1-mae:5994.62598 [1666] validation_0-mae:3927.52759 validation_1-mae:5994.31543 [1667] validation_0-mae:3926.35815 validation_1-mae:5993.86865 [1668] validation_0-mae:3925.96655 validation_1-mae:5994.20117 [1669] validation_0-mae:3925.06421 validation_1-mae:5993.95410 [1670] validation_0-mae:3924.10498 validation_1-mae:5994.14600 [1671] validation_0-mae:3923.26831 validation_1-mae:5994.36279 [1672] validation_0-mae:3922.24268 validation_1-mae:5994.18359 [1673] validation_0-mae:3921.61279 validation_1-mae:5994.29004 [1674] validation_0-mae:3921.19507 validation_1-mae:5994.51025 [1675] validation_0-mae:3920.28369 validation_1-mae:5994.20850 [1676] validation_0-mae:3919.02368 validation_1-mae:5993.54297 [1677] validation_0-mae:3917.90356 validation_1-mae:5993.69043 [1678] validation_0-mae:3917.00977 validation_1-mae:5993.55859 [1679] validation_0-mae:3916.33838 validation_1-mae:5993.48242 [1680] validation_0-mae:3915.80322 validation_1-mae:5993.44189 [1681] validation_0-mae:3914.55664 validation_1-mae:5993.44629 [1682] validation_0-mae:3913.21655 validation_1-mae:5993.31250 [1683] validation_0-mae:3912.56787 validation_1-mae:5993.06836 [1684] validation_0-mae:3911.75415 validation_1-mae:5993.14502 [1685] validation_0-mae:3911.24194 validation_1-mae:5993.16895 [1686] validation_0-mae:3910.66919 validation_1-mae:5993.03418 [1687] validation_0-mae:3908.95630 validation_1-mae:5992.83740 [1688] validation_0-mae:3907.39307 validation_1-mae:5992.69482 [1689] validation_0-mae:3907.21729 validation_1-mae:5992.87061 [1690] validation_0-mae:3906.29883 validation_1-mae:5993.03418 [1691] validation_0-mae:3905.19897 validation_1-mae:5993.18945 [1692] validation_0-mae:3904.30225 validation_1-mae:5992.57178 [1693] validation_0-mae:3903.58765 validation_1-mae:5992.21143 [1694] validation_0-mae:3903.00244 validation_1-mae:5992.21631 [1695] validation_0-mae:3902.22778 validation_1-mae:5991.96582 [1696] validation_0-mae:3901.48022 validation_1-mae:5992.53760 [1697] validation_0-mae:3900.60693 validation_1-mae:5992.43457 [1698] validation_0-mae:3899.83643 validation_1-mae:5992.06689 [1699] validation_0-mae:3899.25024 validation_1-mae:5992.40625 Dropping: alufelgi [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.14258 [13] validation_0-mae:9819.97461 validation_1-mae:9626.33984 [14] validation_0-mae:9418.90527 validation_1-mae:9235.68164 [15] validation_0-mae:9084.41894 validation_1-mae:8908.25391 [16] validation_0-mae:8802.76660 validation_1-mae:8636.84473 [17] validation_0-mae:8567.56836 validation_1-mae:8412.41309 [18] validation_0-mae:8374.73828 validation_1-mae:8224.23438 [19] validation_0-mae:8211.97070 validation_1-mae:8071.29590 [20] validation_0-mae:8069.25439 validation_1-mae:7940.15967 [21] validation_0-mae:7944.89600 validation_1-mae:7832.24023 [22] validation_0-mae:7846.75684 validation_1-mae:7746.08008 [23] validation_0-mae:7760.49268 validation_1-mae:7676.95166 [24] validation_0-mae:7676.77881 validation_1-mae:7598.60498 [25] validation_0-mae:7604.22461 validation_1-mae:7535.28467 [26] validation_0-mae:7548.76904 validation_1-mae:7488.50049 [27] validation_0-mae:7488.48926 validation_1-mae:7434.46973 [28] validation_0-mae:7439.25342 validation_1-mae:7393.37988 [29] validation_0-mae:7397.08154 validation_1-mae:7359.20801 [30] validation_0-mae:7361.37988 validation_1-mae:7328.74219 [31] validation_0-mae:7320.82324 validation_1-mae:7292.20215 [32] validation_0-mae:7292.41406 validation_1-mae:7274.73535 [33] validation_0-mae:7264.21289 validation_1-mae:7254.10596 [34] validation_0-mae:7233.89893 validation_1-mae:7234.14697 [35] validation_0-mae:7202.42920 validation_1-mae:7209.50342 [36] validation_0-mae:7185.20361 validation_1-mae:7196.08887 [37] validation_0-mae:7167.49853 validation_1-mae:7186.07324 [38] validation_0-mae:7142.06152 validation_1-mae:7164.57471 [39] validation_0-mae:7120.69287 validation_1-mae:7147.38818 [40] validation_0-mae:7102.86865 validation_1-mae:7137.02002 [41] validation_0-mae:7086.70312 validation_1-mae:7124.62598 [42] validation_0-mae:7069.58447 validation_1-mae:7113.88379 [43] validation_0-mae:7049.53027 validation_1-mae:7100.07422 [44] validation_0-mae:7037.13135 validation_1-mae:7089.39355 [45] validation_0-mae:7011.87891 validation_1-mae:7068.95068 [46] validation_0-mae:6988.43945 validation_1-mae:7049.15137 [47] validation_0-mae:6972.56152 validation_1-mae:7041.08398 [48] validation_0-mae:6947.87549 validation_1-mae:7022.61523 [49] validation_0-mae:6933.69238 validation_1-mae:7012.56494 [50] validation_0-mae:6915.77197 validation_1-mae:6999.63623 [51] validation_0-mae:6900.55615 validation_1-mae:6987.18701 [52] validation_0-mae:6889.27197 validation_1-mae:6981.47656 [53] validation_0-mae:6875.39160 validation_1-mae:6971.86914 [54] validation_0-mae:6865.36963 validation_1-mae:6967.69189 [55] validation_0-mae:6847.73633 validation_1-mae:6952.06201 [56] validation_0-mae:6831.06250 validation_1-mae:6937.63721 [57] validation_0-mae:6822.33252 validation_1-mae:6933.50439 [58] validation_0-mae:6810.88574 validation_1-mae:6923.01367 [59] validation_0-mae:6795.66113 validation_1-mae:6909.67236 [60] validation_0-mae:6783.38623 validation_1-mae:6898.74853 [61] validation_0-mae:6770.12353 validation_1-mae:6890.53662 [62] validation_0-mae:6758.69922 validation_1-mae:6880.85498 [63] validation_0-mae:6745.79736 validation_1-mae:6869.47119 [64] validation_0-mae:6735.05664 validation_1-mae:6862.31250 [65] validation_0-mae:6720.97022 validation_1-mae:6854.23047 [66] validation_0-mae:6707.59766 validation_1-mae:6844.18701 [67] validation_0-mae:6697.44971 validation_1-mae:6836.19434 [68] validation_0-mae:6681.71289 validation_1-mae:6823.52051 [69] validation_0-mae:6674.26904 validation_1-mae:6820.44092 [70] validation_0-mae:6661.05762 validation_1-mae:6810.84717 [71] validation_0-mae:6648.99853 validation_1-mae:6800.83545 [72] validation_0-mae:6638.93311 validation_1-mae:6793.64600 [73] validation_0-mae:6625.05029 validation_1-mae:6780.23779 [74] validation_0-mae:6616.62842 validation_1-mae:6775.79395 [75] validation_0-mae:6610.62012 validation_1-mae:6771.43506 [76] validation_0-mae:6603.80420 validation_1-mae:6765.27393 [77] validation_0-mae:6596.43213 validation_1-mae:6759.54492 [78] validation_0-mae:6586.54492 validation_1-mae:6752.61816 [79] validation_0-mae:6568.51367 validation_1-mae:6739.21973 [80] validation_0-mae:6559.98779 validation_1-mae:6730.87402 [81] validation_0-mae:6554.15430 validation_1-mae:6727.84717 [82] validation_0-mae:6549.21728 validation_1-mae:6724.98145 [83] validation_0-mae:6538.87939 validation_1-mae:6715.95361 [84] validation_0-mae:6527.83887 validation_1-mae:6708.53955 [85] validation_0-mae:6517.57812 validation_1-mae:6700.57080 [86] validation_0-mae:6507.20898 validation_1-mae:6691.45654 [87] validation_0-mae:6496.58496 validation_1-mae:6682.56348 [88] validation_0-mae:6488.78564 validation_1-mae:6676.83203 [89] validation_0-mae:6481.41064 validation_1-mae:6672.53272 [90] validation_0-mae:6472.61816 validation_1-mae:6666.14062 [91] validation_0-mae:6465.72559 validation_1-mae:6660.39844 [92] validation_0-mae:6457.99121 validation_1-mae:6656.87109 [93] validation_0-mae:6449.30420 validation_1-mae:6651.78418 [94] validation_0-mae:6442.65039 validation_1-mae:6649.45752 [95] validation_0-mae:6436.48730 validation_1-mae:6645.93945 [96] validation_0-mae:6430.90332 validation_1-mae:6642.14844 [97] validation_0-mae:6421.56250 validation_1-mae:6634.00977 [98] validation_0-mae:6414.93213 validation_1-mae:6628.63184 [99] validation_0-mae:6408.81934 validation_1-mae:6626.44775 [100] validation_0-mae:6401.79639 validation_1-mae:6621.62451 [101] validation_0-mae:6395.25635 validation_1-mae:6617.37305 [102] validation_0-mae:6385.71338 validation_1-mae:6610.89990 [103] validation_0-mae:6382.72900 validation_1-mae:6608.93799 [104] validation_0-mae:6371.06250 validation_1-mae:6601.37305 [105] validation_0-mae:6365.32129 validation_1-mae:6597.00391 [106] validation_0-mae:6359.92432 validation_1-mae:6593.15332 [107] validation_0-mae:6356.36768 validation_1-mae:6589.88037 [108] validation_0-mae:6352.00342 validation_1-mae:6587.55908 [109] validation_0-mae:6346.24951 validation_1-mae:6585.14941 [110] validation_0-mae:6340.13330 validation_1-mae:6582.19873 [111] validation_0-mae:6336.01221 validation_1-mae:6579.79590 [112] validation_0-mae:6334.55664 validation_1-mae:6579.00830 [113] validation_0-mae:6329.98584 validation_1-mae:6575.57422 [114] validation_0-mae:6324.93555 validation_1-mae:6570.67236 [115] validation_0-mae:6322.37793 validation_1-mae:6568.91699 [116] validation_0-mae:6315.32031 validation_1-mae:6564.24072 [117] validation_0-mae:6308.36768 validation_1-mae:6560.53174 [118] validation_0-mae:6303.34863 validation_1-mae:6558.83008 [119] validation_0-mae:6297.61670 validation_1-mae:6556.07373 [120] validation_0-mae:6288.86572 validation_1-mae:6548.28955 [121] validation_0-mae:6285.31299 validation_1-mae:6546.51318 [122] validation_0-mae:6281.40430 validation_1-mae:6544.35645 [123] validation_0-mae:6272.67236 validation_1-mae:6538.03955 [124] validation_0-mae:6267.21875 validation_1-mae:6535.33789 [125] validation_0-mae:6260.98877 validation_1-mae:6530.92773 [126] validation_0-mae:6258.20312 validation_1-mae:6528.25147 [127] validation_0-mae:6253.70752 validation_1-mae:6526.57080 [128] validation_0-mae:6248.64355 validation_1-mae:6522.35889 [129] validation_0-mae:6245.47314 validation_1-mae:6520.34277 [130] validation_0-mae:6240.32959 validation_1-mae:6517.75293 [131] validation_0-mae:6235.25439 validation_1-mae:6515.14062 [132] validation_0-mae:6234.45117 validation_1-mae:6515.41699 [133] validation_0-mae:6227.65674 validation_1-mae:6510.83691 [134] validation_0-mae:6222.34668 validation_1-mae:6507.01221 [135] validation_0-mae:6218.51318 validation_1-mae:6505.69727 [136] validation_0-mae:6209.04932 validation_1-mae:6499.33887 [137] validation_0-mae:6203.84570 validation_1-mae:6497.31348 [138] validation_0-mae:6200.41016 validation_1-mae:6496.05469 [139] validation_0-mae:6198.73340 validation_1-mae:6494.56348 [140] validation_0-mae:6194.88867 validation_1-mae:6491.90137 [141] validation_0-mae:6191.19678 validation_1-mae:6490.15527 [142] validation_0-mae:6185.67139 validation_1-mae:6487.41455 [143] validation_0-mae:6178.17920 validation_1-mae:6482.17432 [144] validation_0-mae:6171.25488 validation_1-mae:6478.65088 [145] validation_0-mae:6165.66992 validation_1-mae:6475.90625 [146] validation_0-mae:6163.16943 validation_1-mae:6475.61670 [147] validation_0-mae:6157.72607 validation_1-mae:6472.12598 [148] validation_0-mae:6155.37500 validation_1-mae:6469.97314 [149] validation_0-mae:6153.06397 validation_1-mae:6468.37549 [150] validation_0-mae:6147.46240 validation_1-mae:6465.44189 [151] validation_0-mae:6142.81689 validation_1-mae:6463.61719 [152] validation_0-mae:6140.29541 validation_1-mae:6462.62549 [153] validation_0-mae:6135.16797 validation_1-mae:6460.37109 [154] validation_0-mae:6130.79004 validation_1-mae:6457.74853 [155] validation_0-mae:6125.47461 validation_1-mae:6456.46875 [156] validation_0-mae:6121.02930 validation_1-mae:6454.00781 [157] validation_0-mae:6117.35156 validation_1-mae:6451.92236 [158] validation_0-mae:6113.85059 validation_1-mae:6450.79688 [159] validation_0-mae:6107.11865 validation_1-mae:6448.48193 [160] validation_0-mae:6105.71680 validation_1-mae:6447.73389 [161] validation_0-mae:6098.78320 validation_1-mae:6443.06055 [162] validation_0-mae:6095.63916 validation_1-mae:6440.58740 [163] validation_0-mae:6091.42041 validation_1-mae:6439.76953 [164] validation_0-mae:6084.92871 validation_1-mae:6435.30615 [165] validation_0-mae:6082.25977 validation_1-mae:6435.06934 [166] validation_0-mae:6078.09766 validation_1-mae:6432.09131 [167] validation_0-mae:6075.02002 validation_1-mae:6430.99756 [168] validation_0-mae:6071.53174 validation_1-mae:6428.92969 [169] validation_0-mae:6067.41211 validation_1-mae:6425.71143 [170] validation_0-mae:6061.60010 validation_1-mae:6421.64258 [171] validation_0-mae:6056.04150 validation_1-mae:6417.69336 [172] validation_0-mae:6051.96094 validation_1-mae:6416.03076 [173] validation_0-mae:6050.09033 validation_1-mae:6415.73438 [174] validation_0-mae:6047.81787 validation_1-mae:6416.19873 [175] validation_0-mae:6046.68457 validation_1-mae:6416.12549 [176] validation_0-mae:6042.65674 validation_1-mae:6415.51367 [177] validation_0-mae:6040.81299 validation_1-mae:6415.51270 [178] validation_0-mae:6036.30469 validation_1-mae:6412.41602 [179] validation_0-mae:6034.00244 validation_1-mae:6411.23633 [180] validation_0-mae:6030.30322 validation_1-mae:6409.12109 [181] validation_0-mae:6028.42236 validation_1-mae:6408.30664 [182] validation_0-mae:6024.72363 validation_1-mae:6406.30273 [183] validation_0-mae:6016.76465 validation_1-mae:6400.45459 [184] validation_0-mae:6010.52686 validation_1-mae:6396.37402 [185] validation_0-mae:6007.19922 validation_1-mae:6394.59473 [186] validation_0-mae:6002.96484 validation_1-mae:6393.41943 [187] validation_0-mae:5999.69922 validation_1-mae:6392.58838 [188] validation_0-mae:5996.31397 validation_1-mae:6389.80420 [189] validation_0-mae:5995.33008 validation_1-mae:6389.71240 [190] validation_0-mae:5991.64307 validation_1-mae:6388.99072 [191] validation_0-mae:5987.92871 validation_1-mae:6386.62939 [192] validation_0-mae:5984.55078 validation_1-mae:6384.94727 [193] validation_0-mae:5981.06787 validation_1-mae:6382.33057 [194] validation_0-mae:5978.98291 validation_1-mae:6380.84766 [195] validation_0-mae:5976.53076 validation_1-mae:6380.61914 [196] validation_0-mae:5973.36377 validation_1-mae:6379.59228 [197] validation_0-mae:5971.01270 validation_1-mae:6379.68848 [198] validation_0-mae:5968.77783 validation_1-mae:6379.88135 [199] validation_0-mae:5966.27686 validation_1-mae:6377.88623 [200] validation_0-mae:5962.95264 validation_1-mae:6376.60596 [201] validation_0-mae:5961.56543 validation_1-mae:6375.61621 [202] validation_0-mae:5959.82520 validation_1-mae:6374.70801 [203] validation_0-mae:5956.89941 validation_1-mae:6373.38672 [204] validation_0-mae:5955.04883 validation_1-mae:6372.79688 [205] validation_0-mae:5951.73730 validation_1-mae:6371.81885 [206] validation_0-mae:5947.97412 validation_1-mae:6369.99316 [207] validation_0-mae:5945.56250 validation_1-mae:6369.18652 [208] validation_0-mae:5943.28809 validation_1-mae:6368.09570 [209] validation_0-mae:5940.96777 validation_1-mae:6366.48877 [210] validation_0-mae:5938.41309 validation_1-mae:6365.59131 [211] validation_0-mae:5935.55859 validation_1-mae:6365.29395 [212] validation_0-mae:5934.06201 validation_1-mae:6365.31299 [213] validation_0-mae:5930.12939 validation_1-mae:6362.46924 [214] validation_0-mae:5928.48193 validation_1-mae:6361.85938 [215] validation_0-mae:5927.74805 validation_1-mae:6361.41699 [216] validation_0-mae:5924.20850 validation_1-mae:6361.36670 [217] validation_0-mae:5920.79883 validation_1-mae:6359.99268 [218] validation_0-mae:5919.32178 validation_1-mae:6359.78418 [219] validation_0-mae:5916.59375 validation_1-mae:6359.10205 [220] validation_0-mae:5912.02246 validation_1-mae:6356.66748 [221] validation_0-mae:5910.10010 validation_1-mae:6356.63965 [222] validation_0-mae:5906.07568 validation_1-mae:6355.21582 [223] validation_0-mae:5899.95801 validation_1-mae:6351.57568 [224] validation_0-mae:5894.69922 validation_1-mae:6346.83105 [225] validation_0-mae:5888.40186 validation_1-mae:6341.41211 [226] validation_0-mae:5885.66455 validation_1-mae:6340.68457 [227] validation_0-mae:5882.59326 validation_1-mae:6340.44922 [228] validation_0-mae:5881.59375 validation_1-mae:6339.65918 [229] validation_0-mae:5878.78857 validation_1-mae:6338.61084 [230] validation_0-mae:5877.47852 validation_1-mae:6338.15820 [231] validation_0-mae:5873.52246 validation_1-mae:6337.08496 [232] validation_0-mae:5868.43799 validation_1-mae:6333.30859 [233] validation_0-mae:5866.36719 validation_1-mae:6333.63721 [234] validation_0-mae:5864.40430 validation_1-mae:6332.71826 [235] validation_0-mae:5861.16650 validation_1-mae:6331.44043 [236] validation_0-mae:5856.36035 validation_1-mae:6330.64453 [237] validation_0-mae:5853.69092 validation_1-mae:6329.58545 [238] validation_0-mae:5851.59814 validation_1-mae:6329.48389 [239] validation_0-mae:5848.68848 validation_1-mae:6328.09180 [240] validation_0-mae:5845.89795 validation_1-mae:6327.23926 [241] validation_0-mae:5843.62451 validation_1-mae:6326.57568 [242] validation_0-mae:5839.32080 validation_1-mae:6323.91260 [243] validation_0-mae:5838.51611 validation_1-mae:6323.44629 [244] validation_0-mae:5836.60547 validation_1-mae:6322.40967 [245] validation_0-mae:5834.04004 validation_1-mae:6321.89404 [246] validation_0-mae:5831.58496 validation_1-mae:6320.92041 [247] validation_0-mae:5828.37012 validation_1-mae:6318.86719 [248] validation_0-mae:5826.75049 validation_1-mae:6317.45898 [249] validation_0-mae:5825.08447 validation_1-mae:6316.79639 [250] validation_0-mae:5821.85059 validation_1-mae:6315.37305 [251] validation_0-mae:5819.38428 validation_1-mae:6315.91895 [252] validation_0-mae:5814.08936 validation_1-mae:6311.99561 [253] validation_0-mae:5811.52832 validation_1-mae:6311.00049 [254] validation_0-mae:5807.17480 validation_1-mae:6308.18897 [255] validation_0-mae:5803.94482 validation_1-mae:6306.23389 [256] validation_0-mae:5801.34619 validation_1-mae:6305.92139 [257] validation_0-mae:5799.22998 validation_1-mae:6305.61035 [258] validation_0-mae:5798.54102 validation_1-mae:6305.84717 [259] validation_0-mae:5796.90283 validation_1-mae:6304.64990 [260] validation_0-mae:5793.47705 validation_1-mae:6304.36377 [261] validation_0-mae:5789.96191 validation_1-mae:6303.20947 [262] validation_0-mae:5788.37549 validation_1-mae:6302.96143 [263] validation_0-mae:5786.72168 validation_1-mae:6303.24463 [264] validation_0-mae:5780.74463 validation_1-mae:6301.45215 [265] validation_0-mae:5778.71728 validation_1-mae:6300.79443 [266] validation_0-mae:5776.61377 validation_1-mae:6300.08350 [267] validation_0-mae:5774.76074 validation_1-mae:6299.65332 [268] validation_0-mae:5774.04053 validation_1-mae:6299.41211 [269] validation_0-mae:5770.23145 validation_1-mae:6296.11133 [270] validation_0-mae:5767.87109 validation_1-mae:6295.70898 [271] validation_0-mae:5765.67334 validation_1-mae:6294.47168 [272] validation_0-mae:5764.43603 validation_1-mae:6294.01807 [273] validation_0-mae:5760.16260 validation_1-mae:6290.54785 [274] validation_0-mae:5758.90674 validation_1-mae:6290.45557 [275] validation_0-mae:5753.20996 validation_1-mae:6288.15186 [276] validation_0-mae:5748.52441 validation_1-mae:6286.21826 [277] validation_0-mae:5742.86084 validation_1-mae:6282.56934 [278] validation_0-mae:5740.18164 validation_1-mae:6281.71143 [279] validation_0-mae:5738.61230 validation_1-mae:6280.86182 [280] validation_0-mae:5736.04199 validation_1-mae:6280.54395 [281] validation_0-mae:5730.57422 validation_1-mae:6278.22412 [282] validation_0-mae:5729.00537 validation_1-mae:6277.62500 [283] validation_0-mae:5726.91553 validation_1-mae:6276.80420 [284] validation_0-mae:5725.33447 validation_1-mae:6275.66357 [285] validation_0-mae:5723.44922 validation_1-mae:6275.05469 [286] validation_0-mae:5720.11523 validation_1-mae:6272.72607 [287] validation_0-mae:5717.86670 validation_1-mae:6272.05029 [288] validation_0-mae:5715.81689 validation_1-mae:6271.42480 [289] validation_0-mae:5714.69727 validation_1-mae:6270.80518 [290] validation_0-mae:5712.04932 validation_1-mae:6268.96728 [291] validation_0-mae:5709.26270 validation_1-mae:6268.60156 [292] validation_0-mae:5702.70215 validation_1-mae:6264.61475 [293] validation_0-mae:5699.72607 validation_1-mae:6262.87695 [294] validation_0-mae:5693.76953 validation_1-mae:6261.80371 [295] validation_0-mae:5692.45508 validation_1-mae:6261.32227 [296] validation_0-mae:5691.54297 validation_1-mae:6261.33203 [297] validation_0-mae:5689.70117 validation_1-mae:6261.23779 [298] validation_0-mae:5688.33105 validation_1-mae:6260.63623 [299] validation_0-mae:5684.45996 validation_1-mae:6258.33398 [300] validation_0-mae:5681.66357 validation_1-mae:6257.53320 [301] validation_0-mae:5677.85107 validation_1-mae:6255.99072 [302] validation_0-mae:5674.47168 validation_1-mae:6253.44336 [303] validation_0-mae:5671.46728 validation_1-mae:6251.93457 [304] validation_0-mae:5669.24268 validation_1-mae:6251.88525 [305] validation_0-mae:5667.81006 validation_1-mae:6250.40625 [306] validation_0-mae:5666.10059 validation_1-mae:6249.56152 [307] validation_0-mae:5664.07568 validation_1-mae:6248.24707 [308] validation_0-mae:5661.75635 validation_1-mae:6248.23438 [309] validation_0-mae:5659.21045 validation_1-mae:6247.92139 [310] validation_0-mae:5656.69092 validation_1-mae:6246.42969 [311] validation_0-mae:5656.44385 validation_1-mae:6246.30518 [312] validation_0-mae:5653.18555 validation_1-mae:6244.73291 [313] validation_0-mae:5649.72803 validation_1-mae:6243.41895 [314] validation_0-mae:5645.64697 validation_1-mae:6240.78662 [315] validation_0-mae:5643.44971 validation_1-mae:6241.57275 [316] validation_0-mae:5640.83203 validation_1-mae:6240.60645 [317] validation_0-mae:5639.98730 validation_1-mae:6240.21631 [318] validation_0-mae:5637.03906 validation_1-mae:6238.60938 [319] validation_0-mae:5636.21973 validation_1-mae:6238.26758 [320] validation_0-mae:5633.53174 validation_1-mae:6238.36426 [321] validation_0-mae:5629.50586 validation_1-mae:6236.15381 [322] validation_0-mae:5624.10449 validation_1-mae:6232.81348 [323] validation_0-mae:5621.38623 validation_1-mae:6232.14502 [324] validation_0-mae:5618.89795 validation_1-mae:6231.70703 [325] validation_0-mae:5616.66553 validation_1-mae:6231.62158 [326] validation_0-mae:5614.18945 validation_1-mae:6228.78760 [327] validation_0-mae:5612.47949 validation_1-mae:6228.48730 [328] validation_0-mae:5610.68750 validation_1-mae:6228.65576 [329] validation_0-mae:5608.89600 validation_1-mae:6228.03223 [330] validation_0-mae:5607.55518 validation_1-mae:6227.68457 [331] validation_0-mae:5606.55371 validation_1-mae:6227.29736 [332] validation_0-mae:5603.39697 validation_1-mae:6225.55615 [333] validation_0-mae:5601.01318 validation_1-mae:6226.12402 [334] validation_0-mae:5598.89990 validation_1-mae:6224.98340 [335] validation_0-mae:5594.89600 validation_1-mae:6222.77930 [336] validation_0-mae:5593.85986 validation_1-mae:6222.66357 [337] validation_0-mae:5593.00537 validation_1-mae:6222.55127 [338] validation_0-mae:5591.08203 validation_1-mae:6221.28076 [339] validation_0-mae:5590.19629 validation_1-mae:6221.62207 [340] validation_0-mae:5588.45898 validation_1-mae:6221.14990 [341] validation_0-mae:5587.16650 validation_1-mae:6221.34766 [342] validation_0-mae:5585.98828 validation_1-mae:6221.41113 [343] validation_0-mae:5582.92090 validation_1-mae:6220.16113 [344] validation_0-mae:5578.77344 validation_1-mae:6217.16064 [345] validation_0-mae:5576.21094 validation_1-mae:6216.69678 [346] validation_0-mae:5572.60889 validation_1-mae:6214.98047 [347] validation_0-mae:5570.83252 validation_1-mae:6213.86523 [348] validation_0-mae:5567.09717 validation_1-mae:6211.55225 [349] validation_0-mae:5564.05322 validation_1-mae:6210.32324 [350] validation_0-mae:5561.78418 validation_1-mae:6209.73193 [351] validation_0-mae:5559.20068 validation_1-mae:6208.21777 [352] validation_0-mae:5556.59570 validation_1-mae:6207.28760 [353] validation_0-mae:5554.82861 validation_1-mae:6207.05029 [354] validation_0-mae:5553.98047 validation_1-mae:6206.67041 [355] validation_0-mae:5552.25928 validation_1-mae:6205.73438 [356] validation_0-mae:5548.03809 validation_1-mae:6204.58447 [357] validation_0-mae:5545.96338 validation_1-mae:6203.98828 [358] validation_0-mae:5545.34570 validation_1-mae:6203.81934 [359] validation_0-mae:5544.24072 validation_1-mae:6203.37647 [360] validation_0-mae:5540.94824 validation_1-mae:6201.82422 [361] validation_0-mae:5537.94482 validation_1-mae:6201.63574 [362] validation_0-mae:5532.39697 validation_1-mae:6198.14355 [363] validation_0-mae:5528.04053 validation_1-mae:6196.80664 [364] validation_0-mae:5525.49853 validation_1-mae:6195.62451 [365] validation_0-mae:5520.33105 validation_1-mae:6192.83545 [366] validation_0-mae:5518.83740 validation_1-mae:6191.69287 [367] validation_0-mae:5516.82275 validation_1-mae:6192.08691 [368] validation_0-mae:5516.52930 validation_1-mae:6191.95996 [369] validation_0-mae:5515.50684 validation_1-mae:6191.60498 [370] validation_0-mae:5513.60498 validation_1-mae:6191.09522 [371] validation_0-mae:5511.95068 validation_1-mae:6190.48828 [372] validation_0-mae:5508.71338 validation_1-mae:6188.97119 [373] validation_0-mae:5507.11426 validation_1-mae:6187.41260 [374] validation_0-mae:5503.95557 validation_1-mae:6186.85693 [375] validation_0-mae:5502.41553 validation_1-mae:6186.42188 [376] validation_0-mae:5500.42822 validation_1-mae:6185.73047 [377] validation_0-mae:5496.41943 validation_1-mae:6183.70459 [378] validation_0-mae:5494.52490 validation_1-mae:6183.13135 [379] validation_0-mae:5492.97168 validation_1-mae:6183.04688 [380] validation_0-mae:5491.95020 validation_1-mae:6182.57373 [381] validation_0-mae:5491.24609 validation_1-mae:6182.04785 [382] validation_0-mae:5489.61230 validation_1-mae:6181.47363 [383] validation_0-mae:5489.21289 validation_1-mae:6181.33936 [384] validation_0-mae:5487.93652 validation_1-mae:6181.65478 [385] validation_0-mae:5485.68115 validation_1-mae:6181.18213 [386] validation_0-mae:5484.02783 validation_1-mae:6181.40820 [387] validation_0-mae:5482.57715 validation_1-mae:6181.07520 [388] validation_0-mae:5480.51318 validation_1-mae:6179.96875 [389] validation_0-mae:5477.73047 validation_1-mae:6178.84082 [390] validation_0-mae:5473.02734 validation_1-mae:6177.39111 [391] validation_0-mae:5469.74365 validation_1-mae:6176.12891 [392] validation_0-mae:5467.26611 validation_1-mae:6174.42725 [393] validation_0-mae:5464.92822 validation_1-mae:6173.60889 [394] validation_0-mae:5461.84766 validation_1-mae:6172.16016 [395] validation_0-mae:5459.87061 validation_1-mae:6172.08203 [396] validation_0-mae:5459.39111 validation_1-mae:6172.01953 [397] validation_0-mae:5457.26465 validation_1-mae:6171.19385 [398] validation_0-mae:5455.31641 validation_1-mae:6171.07568 [399] validation_0-mae:5451.98828 validation_1-mae:6169.56641 [400] validation_0-mae:5447.97656 validation_1-mae:6166.48633 [401] validation_0-mae:5445.54395 validation_1-mae:6165.00732 [402] validation_0-mae:5442.82861 validation_1-mae:6163.73291 [403] validation_0-mae:5438.52930 validation_1-mae:6162.13623 [404] validation_0-mae:5435.52246 validation_1-mae:6161.56348 [405] validation_0-mae:5431.21045 validation_1-mae:6160.65820 [406] validation_0-mae:5429.71289 validation_1-mae:6161.06934 [407] validation_0-mae:5428.48438 validation_1-mae:6161.85205 [408] validation_0-mae:5426.56787 validation_1-mae:6160.95020 [409] validation_0-mae:5424.24121 validation_1-mae:6159.95752 [410] validation_0-mae:5422.94824 validation_1-mae:6160.04297 [411] validation_0-mae:5422.55420 validation_1-mae:6159.79004 [412] validation_0-mae:5421.12353 validation_1-mae:6158.92188 [413] validation_0-mae:5419.27295 validation_1-mae:6159.14404 [414] validation_0-mae:5417.75732 validation_1-mae:6158.96533 [415] validation_0-mae:5417.28418 validation_1-mae:6158.87598 [416] validation_0-mae:5414.78272 validation_1-mae:6158.55029 [417] validation_0-mae:5413.91650 validation_1-mae:6158.42676 [418] validation_0-mae:5413.30518 validation_1-mae:6158.19092 [419] validation_0-mae:5411.42432 validation_1-mae:6157.92676 [420] validation_0-mae:5405.81006 validation_1-mae:6155.23535 [421] validation_0-mae:5403.61621 validation_1-mae:6154.33643 [422] validation_0-mae:5402.25000 validation_1-mae:6153.47119 [423] validation_0-mae:5399.95312 validation_1-mae:6153.27978 [424] validation_0-mae:5397.10791 validation_1-mae:6152.48535 [425] validation_0-mae:5395.56787 validation_1-mae:6152.11865 [426] validation_0-mae:5394.23633 validation_1-mae:6151.71094 [427] validation_0-mae:5391.85498 validation_1-mae:6151.54736 [428] validation_0-mae:5389.12256 validation_1-mae:6149.98340 [429] validation_0-mae:5386.64941 validation_1-mae:6148.66943 [430] validation_0-mae:5381.92041 validation_1-mae:6147.58496 [431] validation_0-mae:5379.16357 validation_1-mae:6146.27832 [432] validation_0-mae:5376.57324 validation_1-mae:6145.68701 [433] validation_0-mae:5373.50195 validation_1-mae:6145.04443 [434] validation_0-mae:5371.70508 validation_1-mae:6145.38232 [435] validation_0-mae:5369.61523 validation_1-mae:6143.57471 [436] validation_0-mae:5367.69824 validation_1-mae:6142.89062 [437] validation_0-mae:5364.64502 validation_1-mae:6142.91992 [438] validation_0-mae:5362.47852 validation_1-mae:6143.01074 [439] validation_0-mae:5360.76514 validation_1-mae:6143.47949 [440] validation_0-mae:5359.30615 validation_1-mae:6143.56152 [441] validation_0-mae:5359.01416 validation_1-mae:6143.29541 [442] validation_0-mae:5358.41992 validation_1-mae:6143.06103 [443] validation_0-mae:5355.75147 validation_1-mae:6140.92139 [444] validation_0-mae:5353.99463 validation_1-mae:6139.40625 [445] validation_0-mae:5351.75147 validation_1-mae:6138.64893 [446] validation_0-mae:5348.94873 validation_1-mae:6138.59668 [447] validation_0-mae:5347.13086 validation_1-mae:6137.92236 [448] validation_0-mae:5343.99512 validation_1-mae:6136.82812 [449] validation_0-mae:5342.13574 validation_1-mae:6135.81201 [450] validation_0-mae:5339.37549 validation_1-mae:6136.07178 [451] validation_0-mae:5338.60840 validation_1-mae:6135.87891 [452] validation_0-mae:5337.10059 validation_1-mae:6136.38623 [453] validation_0-mae:5335.89258 validation_1-mae:6136.13770 [454] validation_0-mae:5334.61182 validation_1-mae:6136.34863 [455] validation_0-mae:5333.84033 validation_1-mae:6135.64795 [456] validation_0-mae:5332.96191 validation_1-mae:6135.22217 [457] validation_0-mae:5331.89307 validation_1-mae:6135.00195 [458] validation_0-mae:5330.72949 validation_1-mae:6134.96143 [459] validation_0-mae:5330.55371 validation_1-mae:6135.03955 [460] validation_0-mae:5329.38330 validation_1-mae:6135.07861 [461] validation_0-mae:5326.30176 validation_1-mae:6133.97070 [462] validation_0-mae:5322.26953 validation_1-mae:6132.45801 [463] validation_0-mae:5320.34766 validation_1-mae:6131.80762 [464] validation_0-mae:5318.67334 validation_1-mae:6131.15820 [465] validation_0-mae:5318.10010 validation_1-mae:6130.80615 [466] validation_0-mae:5316.58789 validation_1-mae:6131.22900 [467] validation_0-mae:5315.26953 validation_1-mae:6130.98438 [468] validation_0-mae:5313.27002 validation_1-mae:6131.82031 [469] validation_0-mae:5311.11670 validation_1-mae:6131.53711 [470] validation_0-mae:5309.35645 validation_1-mae:6131.50049 [471] validation_0-mae:5307.92139 validation_1-mae:6130.76221 [472] validation_0-mae:5306.12695 validation_1-mae:6130.83936 [473] validation_0-mae:5305.29053 validation_1-mae:6130.99658 [474] validation_0-mae:5304.95264 validation_1-mae:6130.73145 [475] validation_0-mae:5303.17188 validation_1-mae:6129.97705 [476] validation_0-mae:5299.68457 validation_1-mae:6129.12256 [477] validation_0-mae:5295.82910 validation_1-mae:6127.89990 [478] validation_0-mae:5293.17871 validation_1-mae:6127.23438 [479] validation_0-mae:5291.88232 validation_1-mae:6126.95068 [480] validation_0-mae:5290.66016 validation_1-mae:6127.05273 [481] validation_0-mae:5289.49170 validation_1-mae:6127.12402 [482] validation_0-mae:5288.97363 validation_1-mae:6127.09522 [483] validation_0-mae:5286.77539 validation_1-mae:6126.89453 [484] validation_0-mae:5285.33984 validation_1-mae:6126.92578 [485] validation_0-mae:5283.49853 validation_1-mae:6125.76709 [486] validation_0-mae:5282.04980 validation_1-mae:6125.58936 [487] validation_0-mae:5279.76465 validation_1-mae:6123.97314 [488] validation_0-mae:5278.44385 validation_1-mae:6124.16650 [489] validation_0-mae:5278.15967 validation_1-mae:6124.24951 [490] validation_0-mae:5276.79443 validation_1-mae:6124.50195 [491] validation_0-mae:5275.68897 validation_1-mae:6124.45654 [492] validation_0-mae:5275.18018 validation_1-mae:6124.39307 [493] validation_0-mae:5272.33057 validation_1-mae:6123.68994 [494] validation_0-mae:5269.64697 validation_1-mae:6122.79932 [495] validation_0-mae:5268.07129 validation_1-mae:6122.56494 [496] validation_0-mae:5265.88232 validation_1-mae:6121.70947 [497] validation_0-mae:5263.82471 validation_1-mae:6121.07129 [498] validation_0-mae:5263.03516 validation_1-mae:6120.72803 [499] validation_0-mae:5261.19775 validation_1-mae:6120.07031 [500] validation_0-mae:5258.63525 validation_1-mae:6119.05176 [501] validation_0-mae:5257.29736 validation_1-mae:6119.02246 [502] validation_0-mae:5256.15381 validation_1-mae:6118.74121 [503] validation_0-mae:5254.54199 validation_1-mae:6117.98193 [504] validation_0-mae:5252.17822 validation_1-mae:6117.11572 [505] validation_0-mae:5250.74219 validation_1-mae:6116.05615 [506] validation_0-mae:5248.51904 validation_1-mae:6114.90186 [507] validation_0-mae:5246.15039 validation_1-mae:6113.50732 [508] validation_0-mae:5241.82178 validation_1-mae:6111.67627 [509] validation_0-mae:5239.34814 validation_1-mae:6110.46289 [510] validation_0-mae:5236.93701 validation_1-mae:6110.97949 [511] validation_0-mae:5236.39648 validation_1-mae:6110.89062 [512] validation_0-mae:5236.29688 validation_1-mae:6110.96973 [513] validation_0-mae:5235.50244 validation_1-mae:6110.73633 [514] validation_0-mae:5233.50635 validation_1-mae:6109.83203 [515] validation_0-mae:5231.46924 validation_1-mae:6109.11377 [516] validation_0-mae:5230.39746 validation_1-mae:6109.42041 [517] validation_0-mae:5228.13818 validation_1-mae:6108.77148 [518] validation_0-mae:5226.25098 validation_1-mae:6108.12939 [519] validation_0-mae:5224.63672 validation_1-mae:6108.19971 [520] validation_0-mae:5222.98389 validation_1-mae:6108.54102 [521] validation_0-mae:5220.06348 validation_1-mae:6107.27783 [522] validation_0-mae:5216.41162 validation_1-mae:6106.75000 [523] validation_0-mae:5213.70605 validation_1-mae:6106.19482 [524] validation_0-mae:5212.25000 validation_1-mae:6105.84717 [525] validation_0-mae:5210.87793 validation_1-mae:6105.47412 [526] validation_0-mae:5210.45459 validation_1-mae:6105.35889 [527] validation_0-mae:5208.32324 validation_1-mae:6104.63330 [528] validation_0-mae:5206.85645 validation_1-mae:6104.66162 [529] validation_0-mae:5204.81494 validation_1-mae:6104.83838 [530] validation_0-mae:5202.22119 validation_1-mae:6104.49609 [531] validation_0-mae:5200.16260 validation_1-mae:6103.77930 [532] validation_0-mae:5198.71924 validation_1-mae:6103.56397 [533] validation_0-mae:5196.56592 validation_1-mae:6103.17578 [534] validation_0-mae:5194.74658 validation_1-mae:6102.39795 [535] validation_0-mae:5193.54785 validation_1-mae:6102.23779 [536] validation_0-mae:5192.28174 validation_1-mae:6101.65137 [537] validation_0-mae:5190.35986 validation_1-mae:6100.61523 [538] validation_0-mae:5188.23779 validation_1-mae:6100.54004 [539] validation_0-mae:5186.45605 validation_1-mae:6100.65283 [540] validation_0-mae:5183.41943 validation_1-mae:6102.04980 [541] validation_0-mae:5182.22949 validation_1-mae:6102.93603 [542] validation_0-mae:5180.26758 validation_1-mae:6102.60791 [543] validation_0-mae:5176.94775 validation_1-mae:6102.00195 [544] validation_0-mae:5175.54199 validation_1-mae:6101.65137 [545] validation_0-mae:5174.41846 validation_1-mae:6101.29834 [546] validation_0-mae:5172.80615 validation_1-mae:6100.79297 [547] validation_0-mae:5171.33691 validation_1-mae:6101.04541 [548] validation_0-mae:5169.25488 validation_1-mae:6100.55762 [549] validation_0-mae:5166.33887 validation_1-mae:6100.07227 [550] validation_0-mae:5164.52978 validation_1-mae:6099.49805 [551] validation_0-mae:5162.44336 validation_1-mae:6098.88672 [552] validation_0-mae:5162.19385 validation_1-mae:6098.68848 [553] validation_0-mae:5161.10303 validation_1-mae:6098.75049 [554] validation_0-mae:5159.43994 validation_1-mae:6098.31299 [555] validation_0-mae:5157.83057 validation_1-mae:6099.00781 [556] validation_0-mae:5156.96582 validation_1-mae:6098.86377 [557] validation_0-mae:5156.08936 validation_1-mae:6098.85791 [558] validation_0-mae:5152.17969 validation_1-mae:6098.96484 [559] validation_0-mae:5150.49121 validation_1-mae:6098.74658 [560] validation_0-mae:5149.29883 validation_1-mae:6098.75391 [561] validation_0-mae:5147.32227 validation_1-mae:6097.59375 [562] validation_0-mae:5146.03857 validation_1-mae:6096.86182 [563] validation_0-mae:5144.07275 validation_1-mae:6096.42676 [564] validation_0-mae:5140.96875 validation_1-mae:6094.30713 [565] validation_0-mae:5138.86035 validation_1-mae:6092.99268 [566] validation_0-mae:5138.29688 validation_1-mae:6092.54443 [567] validation_0-mae:5136.58887 validation_1-mae:6091.99902 [568] validation_0-mae:5134.89160 validation_1-mae:6092.61963 [569] validation_0-mae:5132.69043 validation_1-mae:6092.54443 [570] validation_0-mae:5131.81055 validation_1-mae:6092.59912 [571] validation_0-mae:5130.78027 validation_1-mae:6092.51855 [572] validation_0-mae:5130.21973 validation_1-mae:6092.24316 [573] validation_0-mae:5129.89551 validation_1-mae:6092.13184 [574] validation_0-mae:5127.88135 validation_1-mae:6091.12451 [575] validation_0-mae:5126.52832 validation_1-mae:6090.62549 [576] validation_0-mae:5124.88770 validation_1-mae:6089.19189 [577] validation_0-mae:5122.40527 validation_1-mae:6088.43506 [578] validation_0-mae:5120.12012 validation_1-mae:6088.00244 [579] validation_0-mae:5117.14209 validation_1-mae:6088.42334 [580] validation_0-mae:5111.80859 validation_1-mae:6086.78125 [581] validation_0-mae:5109.03272 validation_1-mae:6085.82324 [582] validation_0-mae:5106.56592 validation_1-mae:6086.09326 [583] validation_0-mae:5105.21728 validation_1-mae:6085.43408 [584] validation_0-mae:5102.57471 validation_1-mae:6085.35303 [585] validation_0-mae:5100.23486 validation_1-mae:6085.64697 [586] validation_0-mae:5098.50830 validation_1-mae:6085.52637 [587] validation_0-mae:5095.37158 validation_1-mae:6083.82324 [588] validation_0-mae:5093.32666 validation_1-mae:6083.61816 [589] validation_0-mae:5092.21875 validation_1-mae:6083.72607 [590] validation_0-mae:5090.34033 validation_1-mae:6083.46484 [591] validation_0-mae:5088.32715 validation_1-mae:6082.41504 [592] validation_0-mae:5085.84814 validation_1-mae:6082.11426 [593] validation_0-mae:5084.36621 validation_1-mae:6081.47949 [594] validation_0-mae:5083.44141 validation_1-mae:6081.35889 [595] validation_0-mae:5081.27686 validation_1-mae:6082.11719 [596] validation_0-mae:5080.31543 validation_1-mae:6081.44531 [597] validation_0-mae:5078.78320 validation_1-mae:6080.84277 [598] validation_0-mae:5076.61865 validation_1-mae:6080.74658 [599] validation_0-mae:5075.08350 validation_1-mae:6080.55371 [600] validation_0-mae:5072.68262 validation_1-mae:6080.80322 [601] validation_0-mae:5072.27978 validation_1-mae:6080.45459 [602] validation_0-mae:5070.82373 validation_1-mae:6079.96777 [603] validation_0-mae:5069.04443 validation_1-mae:6079.27490 [604] validation_0-mae:5067.08887 validation_1-mae:6079.23535 [605] validation_0-mae:5063.58301 validation_1-mae:6078.99853 [606] validation_0-mae:5061.64648 validation_1-mae:6079.29932 [607] validation_0-mae:5060.50879 validation_1-mae:6078.76074 [608] validation_0-mae:5058.70508 validation_1-mae:6078.19189 [609] validation_0-mae:5057.83936 validation_1-mae:6077.75439 [610] validation_0-mae:5054.76123 validation_1-mae:6076.43994 [611] validation_0-mae:5053.32080 validation_1-mae:6075.85840 [612] validation_0-mae:5051.35156 validation_1-mae:6076.39014 [613] validation_0-mae:5048.79883 validation_1-mae:6075.58545 [614] validation_0-mae:5048.11035 validation_1-mae:6075.74121 [615] validation_0-mae:5047.76025 validation_1-mae:6075.46777 [616] validation_0-mae:5047.40039 validation_1-mae:6075.28125 [617] validation_0-mae:5045.42285 validation_1-mae:6075.17383 [618] validation_0-mae:5044.37598 validation_1-mae:6074.89600 [619] validation_0-mae:5042.88574 validation_1-mae:6074.51611 [620] validation_0-mae:5042.35107 validation_1-mae:6074.23242 [621] validation_0-mae:5040.34473 validation_1-mae:6074.11426 [622] validation_0-mae:5038.30176 validation_1-mae:6073.60889 [623] validation_0-mae:5036.95996 validation_1-mae:6073.54053 [624] validation_0-mae:5036.43164 validation_1-mae:6073.38428 [625] validation_0-mae:5035.01611 validation_1-mae:6072.75293 [626] validation_0-mae:5033.97217 validation_1-mae:6072.83643 [627] validation_0-mae:5032.38818 validation_1-mae:6072.86670 [628] validation_0-mae:5030.84424 validation_1-mae:6073.08984 [629] validation_0-mae:5028.65381 validation_1-mae:6072.18311 [630] validation_0-mae:5026.41016 validation_1-mae:6071.68018 [631] validation_0-mae:5024.22754 validation_1-mae:6070.87353 [632] validation_0-mae:5022.94922 validation_1-mae:6070.85254 [633] validation_0-mae:5021.73877 validation_1-mae:6070.28906 [634] validation_0-mae:5019.37549 validation_1-mae:6070.00049 [635] validation_0-mae:5018.13379 validation_1-mae:6070.03955 [636] validation_0-mae:5016.84912 validation_1-mae:6070.20850 [637] validation_0-mae:5014.83154 validation_1-mae:6069.76807 [638] validation_0-mae:5013.80420 validation_1-mae:6069.47168 [639] validation_0-mae:5011.43311 validation_1-mae:6069.89551 [640] validation_0-mae:5010.41260 validation_1-mae:6069.42334 [641] validation_0-mae:5009.35107 validation_1-mae:6069.19189 [642] validation_0-mae:5007.74072 validation_1-mae:6068.57617 [643] validation_0-mae:5006.01953 validation_1-mae:6068.04590 [644] validation_0-mae:5005.85059 validation_1-mae:6068.03369 [645] validation_0-mae:5004.76270 validation_1-mae:6067.87353 [646] validation_0-mae:5004.50635 validation_1-mae:6068.02783 [647] validation_0-mae:5004.18701 validation_1-mae:6068.22607 [648] validation_0-mae:5003.01465 validation_1-mae:6068.01758 [649] validation_0-mae:5001.27197 validation_1-mae:6067.47900 [650] validation_0-mae:4999.65772 validation_1-mae:6066.98633 [651] validation_0-mae:4999.10254 validation_1-mae:6067.07422 [652] validation_0-mae:4997.81641 validation_1-mae:6066.91504 [653] validation_0-mae:4996.86426 validation_1-mae:6066.27344 [654] validation_0-mae:4995.19678 validation_1-mae:6066.16943 [655] validation_0-mae:4994.33301 validation_1-mae:6066.09912 [656] validation_0-mae:4993.00879 validation_1-mae:6065.96826 [657] validation_0-mae:4991.06543 validation_1-mae:6065.70654 [658] validation_0-mae:4989.01904 validation_1-mae:6066.17090 [659] validation_0-mae:4987.62793 validation_1-mae:6066.46777 [660] validation_0-mae:4987.22852 validation_1-mae:6066.49121 [661] validation_0-mae:4985.84375 validation_1-mae:6066.62012 [662] validation_0-mae:4984.73242 validation_1-mae:6066.60010 [663] validation_0-mae:4983.26367 validation_1-mae:6065.72461 [664] validation_0-mae:4981.48779 validation_1-mae:6066.09228 [665] validation_0-mae:4979.72022 validation_1-mae:6066.14551 [666] validation_0-mae:4978.17236 validation_1-mae:6065.52197 [667] validation_0-mae:4976.53418 validation_1-mae:6064.32031 [668] validation_0-mae:4975.75244 validation_1-mae:6063.95752 [669] validation_0-mae:4974.60400 validation_1-mae:6064.58057 [670] validation_0-mae:4972.75098 validation_1-mae:6063.67139 [671] validation_0-mae:4972.51758 validation_1-mae:6063.62402 [672] validation_0-mae:4970.94482 validation_1-mae:6063.05518 [673] validation_0-mae:4969.16699 validation_1-mae:6062.70752 [674] validation_0-mae:4968.76562 validation_1-mae:6062.46289 [675] validation_0-mae:4966.01367 validation_1-mae:6062.26953 [676] validation_0-mae:4964.48584 validation_1-mae:6062.64209 [677] validation_0-mae:4962.56494 validation_1-mae:6062.15918 [678] validation_0-mae:4960.21387 validation_1-mae:6062.27734 [679] validation_0-mae:4958.81641 validation_1-mae:6062.14307 [680] validation_0-mae:4957.75000 validation_1-mae:6061.85938 [681] validation_0-mae:4955.48389 validation_1-mae:6060.46240 [682] validation_0-mae:4953.72266 validation_1-mae:6059.58936 [683] validation_0-mae:4952.23486 validation_1-mae:6059.28857 [684] validation_0-mae:4950.70801 validation_1-mae:6057.89209 [685] validation_0-mae:4949.95850 validation_1-mae:6057.33936 [686] validation_0-mae:4948.48193 validation_1-mae:6056.55371 [687] validation_0-mae:4947.90332 validation_1-mae:6056.52344 [688] validation_0-mae:4947.26367 validation_1-mae:6056.80908 [689] validation_0-mae:4946.66309 validation_1-mae:6056.29883 [690] validation_0-mae:4946.04639 validation_1-mae:6056.29150 [691] validation_0-mae:4944.44971 validation_1-mae:6055.99658 [692] validation_0-mae:4943.48340 validation_1-mae:6055.34912 [693] validation_0-mae:4942.89697 validation_1-mae:6055.51172 [694] validation_0-mae:4940.88281 validation_1-mae:6054.99072 [695] validation_0-mae:4940.24170 validation_1-mae:6055.31299 [696] validation_0-mae:4939.08740 validation_1-mae:6054.81152 [697] validation_0-mae:4937.21582 validation_1-mae:6054.57617 [698] validation_0-mae:4935.81250 validation_1-mae:6054.21973 [699] validation_0-mae:4934.46045 validation_1-mae:6054.00000 [700] validation_0-mae:4934.40967 validation_1-mae:6053.93555 [701] validation_0-mae:4933.91650 validation_1-mae:6053.67725 [702] validation_0-mae:4933.52441 validation_1-mae:6053.78369 [703] validation_0-mae:4932.87549 validation_1-mae:6053.82227 [704] validation_0-mae:4931.69727 validation_1-mae:6054.07373 [705] validation_0-mae:4930.06494 validation_1-mae:6053.49609 [706] validation_0-mae:4928.27197 validation_1-mae:6053.00195 [707] validation_0-mae:4924.83252 validation_1-mae:6051.16260 [708] validation_0-mae:4923.47461 validation_1-mae:6050.95361 [709] validation_0-mae:4922.79785 validation_1-mae:6051.10791 [710] validation_0-mae:4921.97363 validation_1-mae:6050.67334 [711] validation_0-mae:4920.60010 validation_1-mae:6051.10596 [712] validation_0-mae:4918.53760 validation_1-mae:6050.55078 [713] validation_0-mae:4917.94385 validation_1-mae:6050.50781 [714] validation_0-mae:4916.27490 validation_1-mae:6049.71436 [715] validation_0-mae:4914.43115 validation_1-mae:6048.67090 [716] validation_0-mae:4911.61230 validation_1-mae:6049.08154 [717] validation_0-mae:4910.41699 validation_1-mae:6048.74414 [718] validation_0-mae:4908.91748 validation_1-mae:6048.08740 [719] validation_0-mae:4907.06787 validation_1-mae:6048.42236 [720] validation_0-mae:4906.23486 validation_1-mae:6048.71924 [721] validation_0-mae:4904.99219 validation_1-mae:6048.39258 [722] validation_0-mae:4903.45410 validation_1-mae:6048.51758 [723] validation_0-mae:4903.04004 validation_1-mae:6048.75000 [724] validation_0-mae:4901.37500 validation_1-mae:6048.07178 [725] validation_0-mae:4898.76367 validation_1-mae:6047.43506 [726] validation_0-mae:4897.57861 validation_1-mae:6047.46582 [727] validation_0-mae:4895.67432 validation_1-mae:6046.72754 [728] validation_0-mae:4894.66602 validation_1-mae:6046.45947 [729] validation_0-mae:4894.08691 validation_1-mae:6046.24023 [730] validation_0-mae:4892.88086 validation_1-mae:6046.28564 [731] validation_0-mae:4890.91650 validation_1-mae:6045.42236 [732] validation_0-mae:4890.02441 validation_1-mae:6044.76855 [733] validation_0-mae:4889.39404 validation_1-mae:6044.79590 [734] validation_0-mae:4888.30566 validation_1-mae:6044.80957 [735] validation_0-mae:4888.13184 validation_1-mae:6044.57080 [736] validation_0-mae:4887.16699 validation_1-mae:6044.25928 [737] validation_0-mae:4886.49951 validation_1-mae:6044.14551 [738] validation_0-mae:4886.32275 validation_1-mae:6044.28711 [739] validation_0-mae:4882.97070 validation_1-mae:6044.04688 [740] validation_0-mae:4881.17725 validation_1-mae:6044.39990 [741] validation_0-mae:4877.18115 validation_1-mae:6043.09228 [742] validation_0-mae:4875.04199 validation_1-mae:6042.21973 [743] validation_0-mae:4872.37988 validation_1-mae:6041.34326 [744] validation_0-mae:4870.56738 validation_1-mae:6040.80322 [745] validation_0-mae:4868.90967 validation_1-mae:6040.96924 [746] validation_0-mae:4867.58203 validation_1-mae:6041.67139 [747] validation_0-mae:4864.98975 validation_1-mae:6041.70947 [748] validation_0-mae:4863.25977 validation_1-mae:6041.30859 [749] validation_0-mae:4861.96826 validation_1-mae:6041.00342 [750] validation_0-mae:4860.64111 validation_1-mae:6040.78418 [751] validation_0-mae:4859.35254 validation_1-mae:6040.84131 [752] validation_0-mae:4858.39697 validation_1-mae:6040.91113 [753] validation_0-mae:4856.87744 validation_1-mae:6041.32861 [754] validation_0-mae:4855.46191 validation_1-mae:6041.07764 [755] validation_0-mae:4855.23730 validation_1-mae:6041.19824 [756] validation_0-mae:4854.40674 validation_1-mae:6040.85107 [757] validation_0-mae:4853.13770 validation_1-mae:6040.71582 [758] validation_0-mae:4852.39307 validation_1-mae:6040.94287 [759] validation_0-mae:4851.56885 validation_1-mae:6041.14404 [760] validation_0-mae:4850.48340 validation_1-mae:6041.10889 [761] validation_0-mae:4848.83203 validation_1-mae:6039.84766 [762] validation_0-mae:4847.18897 validation_1-mae:6039.34522 [763] validation_0-mae:4846.47314 validation_1-mae:6039.16992 [764] validation_0-mae:4845.75195 validation_1-mae:6039.28760 [765] validation_0-mae:4844.55566 validation_1-mae:6039.15478 [766] validation_0-mae:4843.64551 validation_1-mae:6039.19238 [767] validation_0-mae:4842.90137 validation_1-mae:6039.16846 [768] validation_0-mae:4840.75049 validation_1-mae:6038.62451 [769] validation_0-mae:4839.43701 validation_1-mae:6038.34228 [770] validation_0-mae:4838.36963 validation_1-mae:6037.80713 [771] validation_0-mae:4837.77881 validation_1-mae:6037.74902 [772] validation_0-mae:4837.46143 validation_1-mae:6037.55322 [773] validation_0-mae:4836.99365 validation_1-mae:6037.39648 [774] validation_0-mae:4836.35303 validation_1-mae:6037.51416 [775] validation_0-mae:4836.05029 validation_1-mae:6037.33301 [776] validation_0-mae:4835.01758 validation_1-mae:6036.80957 [777] validation_0-mae:4833.21631 validation_1-mae:6036.88623 [778] validation_0-mae:4831.70312 validation_1-mae:6036.74805 [779] validation_0-mae:4828.70801 validation_1-mae:6036.09228 [780] validation_0-mae:4827.80273 validation_1-mae:6035.99121 [781] validation_0-mae:4826.45898 validation_1-mae:6035.84619 [782] validation_0-mae:4825.18018 validation_1-mae:6035.42480 [783] validation_0-mae:4824.44580 validation_1-mae:6035.52002 [784] validation_0-mae:4823.59570 validation_1-mae:6035.38574 [785] validation_0-mae:4823.08203 validation_1-mae:6035.08545 [786] validation_0-mae:4822.46631 validation_1-mae:6035.17334 [787] validation_0-mae:4821.95801 validation_1-mae:6035.01514 [788] validation_0-mae:4821.01270 validation_1-mae:6035.12842 [789] validation_0-mae:4819.17871 validation_1-mae:6034.49463 [790] validation_0-mae:4816.94141 validation_1-mae:6033.81397 [791] validation_0-mae:4813.88770 validation_1-mae:6033.22461 [792] validation_0-mae:4812.60498 validation_1-mae:6033.13818 [793] validation_0-mae:4811.57520 validation_1-mae:6033.60400 [794] validation_0-mae:4810.43945 validation_1-mae:6033.77783 [795] validation_0-mae:4808.54736 validation_1-mae:6032.83545 [796] validation_0-mae:4807.60693 validation_1-mae:6032.62256 [797] validation_0-mae:4806.19189 validation_1-mae:6032.32031 [798] validation_0-mae:4805.62988 validation_1-mae:6032.33447 [799] validation_0-mae:4804.33447 validation_1-mae:6032.44482 [800] validation_0-mae:4802.89404 validation_1-mae:6032.29395 [801] validation_0-mae:4802.51904 validation_1-mae:6032.08838 [802] validation_0-mae:4802.33545 validation_1-mae:6032.01123 [803] validation_0-mae:4799.67773 validation_1-mae:6030.96436 [804] validation_0-mae:4798.33691 validation_1-mae:6031.79736 [805] validation_0-mae:4797.40137 validation_1-mae:6032.12109 [806] validation_0-mae:4796.20166 validation_1-mae:6032.60742 [807] validation_0-mae:4795.03662 validation_1-mae:6032.00098 [808] validation_0-mae:4793.68262 validation_1-mae:6031.98096 [809] validation_0-mae:4792.42627 validation_1-mae:6032.02490 [810] validation_0-mae:4791.12207 validation_1-mae:6031.53027 [811] validation_0-mae:4790.04053 validation_1-mae:6031.81836 [812] validation_0-mae:4788.70117 validation_1-mae:6031.33643 [813] validation_0-mae:4788.29785 validation_1-mae:6031.26367 [814] validation_0-mae:4787.45459 validation_1-mae:6031.51709 [815] validation_0-mae:4786.15967 validation_1-mae:6030.97363 [816] validation_0-mae:4785.16846 validation_1-mae:6030.97119 [817] validation_0-mae:4783.83740 validation_1-mae:6031.38770 [818] validation_0-mae:4780.60010 validation_1-mae:6029.48389 [819] validation_0-mae:4778.77148 validation_1-mae:6029.02930 [820] validation_0-mae:4777.86328 validation_1-mae:6028.78418 [821] validation_0-mae:4776.95947 validation_1-mae:6029.32031 [822] validation_0-mae:4775.76025 validation_1-mae:6029.03760 [823] validation_0-mae:4774.52002 validation_1-mae:6028.76318 [824] validation_0-mae:4773.75732 validation_1-mae:6028.50293 [825] validation_0-mae:4771.76465 validation_1-mae:6027.80566 [826] validation_0-mae:4770.68897 validation_1-mae:6027.34766 [827] validation_0-mae:4768.50830 validation_1-mae:6026.97510 [828] validation_0-mae:4767.70459 validation_1-mae:6026.72119 [829] validation_0-mae:4766.47266 validation_1-mae:6026.61475 [830] validation_0-mae:4765.20410 validation_1-mae:6026.66504 [831] validation_0-mae:4763.28857 validation_1-mae:6026.06836 [832] validation_0-mae:4760.16846 validation_1-mae:6025.11963 [833] validation_0-mae:4758.52930 validation_1-mae:6025.41406 [834] validation_0-mae:4756.70850 validation_1-mae:6024.85498 [835] validation_0-mae:4756.04736 validation_1-mae:6024.77881 [836] validation_0-mae:4755.50147 validation_1-mae:6024.63623 [837] validation_0-mae:4754.43848 validation_1-mae:6024.22461 [838] validation_0-mae:4752.90918 validation_1-mae:6024.00244 [839] validation_0-mae:4751.09570 validation_1-mae:6024.04492 [840] validation_0-mae:4749.86035 validation_1-mae:6023.99463 [841] validation_0-mae:4748.40137 validation_1-mae:6024.32764 [842] validation_0-mae:4745.63037 validation_1-mae:6024.06494 [843] validation_0-mae:4743.47314 validation_1-mae:6024.23096 [844] validation_0-mae:4742.34522 validation_1-mae:6024.17383 [845] validation_0-mae:4740.29053 validation_1-mae:6023.58936 [846] validation_0-mae:4739.82520 validation_1-mae:6023.51416 [847] validation_0-mae:4738.73633 validation_1-mae:6023.18848 [848] validation_0-mae:4738.27441 validation_1-mae:6023.45361 [849] validation_0-mae:4737.59668 validation_1-mae:6023.27539 [850] validation_0-mae:4736.64893 validation_1-mae:6023.31494 [851] validation_0-mae:4736.11133 validation_1-mae:6023.35889 [852] validation_0-mae:4733.94043 validation_1-mae:6023.45264 [853] validation_0-mae:4732.94775 validation_1-mae:6023.54395 [854] validation_0-mae:4731.55225 validation_1-mae:6023.23535 [855] validation_0-mae:4730.91748 validation_1-mae:6023.46484 [856] validation_0-mae:4729.67822 validation_1-mae:6023.36475 [857] validation_0-mae:4729.26465 validation_1-mae:6023.45752 [858] validation_0-mae:4728.85840 validation_1-mae:6023.19971 [859] validation_0-mae:4726.65332 validation_1-mae:6022.64941 [860] validation_0-mae:4725.61182 validation_1-mae:6022.24609 [861] validation_0-mae:4723.88574 validation_1-mae:6021.62891 [862] validation_0-mae:4722.85889 validation_1-mae:6021.56787 [863] validation_0-mae:4721.65039 validation_1-mae:6021.50195 [864] validation_0-mae:4720.78613 validation_1-mae:6021.52295 [865] validation_0-mae:4718.20801 validation_1-mae:6022.15625 [866] validation_0-mae:4715.49512 validation_1-mae:6022.27637 [867] validation_0-mae:4713.10303 validation_1-mae:6021.71777 [868] validation_0-mae:4711.97266 validation_1-mae:6021.56689 [869] validation_0-mae:4711.39795 validation_1-mae:6021.31445 [870] validation_0-mae:4711.03564 validation_1-mae:6021.22363 [871] validation_0-mae:4709.83984 validation_1-mae:6021.39111 [872] validation_0-mae:4709.79297 validation_1-mae:6021.45996 [873] validation_0-mae:4709.50830 validation_1-mae:6021.46533 [874] validation_0-mae:4708.62842 validation_1-mae:6021.72705 [875] validation_0-mae:4706.27734 validation_1-mae:6020.79883 [876] validation_0-mae:4704.50781 validation_1-mae:6020.66650 [877] validation_0-mae:4701.77686 validation_1-mae:6020.84717 [878] validation_0-mae:4700.65723 validation_1-mae:6021.31445 [879] validation_0-mae:4699.56934 validation_1-mae:6020.99463 [880] validation_0-mae:4698.87891 validation_1-mae:6021.13965 [881] validation_0-mae:4696.79346 validation_1-mae:6022.19824 [882] validation_0-mae:4695.01953 validation_1-mae:6021.75830 [883] validation_0-mae:4694.17773 validation_1-mae:6021.96143 [884] validation_0-mae:4693.00879 validation_1-mae:6021.78418 [885] validation_0-mae:4692.16895 validation_1-mae:6021.94043 [886] validation_0-mae:4690.81152 validation_1-mae:6021.95215 [887] validation_0-mae:4689.99316 validation_1-mae:6022.12256 [888] validation_0-mae:4688.69727 validation_1-mae:6021.52588 [889] validation_0-mae:4686.76025 validation_1-mae:6021.64844 [890] validation_0-mae:4685.38672 validation_1-mae:6022.31787 [891] validation_0-mae:4683.27246 validation_1-mae:6021.47217 [892] validation_0-mae:4682.48193 validation_1-mae:6021.10254 [893] validation_0-mae:4681.17920 validation_1-mae:6021.26660 [894] validation_0-mae:4680.68066 validation_1-mae:6021.20312 [895] validation_0-mae:4679.97266 validation_1-mae:6020.79785 [896] validation_0-mae:4678.37256 validation_1-mae:6020.53760 [897] validation_0-mae:4677.45654 validation_1-mae:6020.43359 [898] validation_0-mae:4675.25195 validation_1-mae:6019.56152 [899] validation_0-mae:4674.94336 validation_1-mae:6019.59912 [900] validation_0-mae:4672.29053 validation_1-mae:6018.61328 [901] validation_0-mae:4671.56543 validation_1-mae:6018.44482 [902] validation_0-mae:4670.82275 validation_1-mae:6018.76660 [903] validation_0-mae:4669.68213 validation_1-mae:6018.71680 [904] validation_0-mae:4666.00781 validation_1-mae:6017.42188 [905] validation_0-mae:4664.33057 validation_1-mae:6017.21826 [906] validation_0-mae:4663.25342 validation_1-mae:6016.37109 [907] validation_0-mae:4661.25830 validation_1-mae:6015.78223 [908] validation_0-mae:4659.56885 validation_1-mae:6015.53272 [909] validation_0-mae:4658.52539 validation_1-mae:6015.55225 [910] validation_0-mae:4657.32422 validation_1-mae:6015.20068 [911] validation_0-mae:4655.83887 validation_1-mae:6015.49072 [912] validation_0-mae:4654.88281 validation_1-mae:6015.29297 [913] validation_0-mae:4654.49316 validation_1-mae:6015.22412 [914] validation_0-mae:4653.36621 validation_1-mae:6014.65283 [915] validation_0-mae:4652.27295 validation_1-mae:6015.00732 [916] validation_0-mae:4651.09228 validation_1-mae:6014.86133 [917] validation_0-mae:4650.78760 validation_1-mae:6015.05518 [918] validation_0-mae:4648.89990 validation_1-mae:6015.01367 [919] validation_0-mae:4648.02148 validation_1-mae:6014.91504 [920] validation_0-mae:4646.10303 validation_1-mae:6013.85010 [921] validation_0-mae:4645.75000 validation_1-mae:6013.96191 [922] validation_0-mae:4644.78711 validation_1-mae:6014.06836 [923] validation_0-mae:4643.45215 validation_1-mae:6013.43506 [924] validation_0-mae:4642.70947 validation_1-mae:6013.29004 [925] validation_0-mae:4641.53760 validation_1-mae:6012.81055 [926] validation_0-mae:4640.34619 validation_1-mae:6013.27930 [927] validation_0-mae:4639.61230 validation_1-mae:6013.08740 [928] validation_0-mae:4639.56641 validation_1-mae:6013.10303 [929] validation_0-mae:4638.59228 validation_1-mae:6012.88330 [930] validation_0-mae:4637.52051 validation_1-mae:6013.17529 [931] validation_0-mae:4636.70361 validation_1-mae:6012.78906 [932] validation_0-mae:4635.52002 validation_1-mae:6012.40527 [933] validation_0-mae:4634.40918 validation_1-mae:6012.16211 [934] validation_0-mae:4633.19922 validation_1-mae:6011.70898 [935] validation_0-mae:4631.51270 validation_1-mae:6012.64014 [936] validation_0-mae:4630.78369 validation_1-mae:6012.63086 [937] validation_0-mae:4629.12891 validation_1-mae:6012.02930 [938] validation_0-mae:4628.09961 validation_1-mae:6012.72949 [939] validation_0-mae:4627.15918 validation_1-mae:6012.74072 [940] validation_0-mae:4625.71484 validation_1-mae:6012.67090 [941] validation_0-mae:4624.41748 validation_1-mae:6012.31787 [942] validation_0-mae:4623.01270 validation_1-mae:6011.97217 [943] validation_0-mae:4622.05225 validation_1-mae:6012.27295 [944] validation_0-mae:4620.82520 validation_1-mae:6012.14307 [945] validation_0-mae:4619.00147 validation_1-mae:6012.56201 [946] validation_0-mae:4617.80713 validation_1-mae:6012.30371 [947] validation_0-mae:4616.31982 validation_1-mae:6012.16602 [948] validation_0-mae:4614.81836 validation_1-mae:6011.78711 [949] validation_0-mae:4612.98633 validation_1-mae:6011.96191 [950] validation_0-mae:4612.22314 validation_1-mae:6012.20068 [951] validation_0-mae:4610.83057 validation_1-mae:6011.71631 [952] validation_0-mae:4609.74561 validation_1-mae:6012.12109 [953] validation_0-mae:4609.36816 validation_1-mae:6012.09228 [954] validation_0-mae:4607.62207 validation_1-mae:6011.45264 [955] validation_0-mae:4605.75635 validation_1-mae:6011.89600 [956] validation_0-mae:4604.67773 validation_1-mae:6011.34473 [957] validation_0-mae:4603.61523 validation_1-mae:6011.57373 [958] validation_0-mae:4600.94092 validation_1-mae:6011.39746 [959] validation_0-mae:4599.98193 validation_1-mae:6011.23730 [960] validation_0-mae:4599.06982 validation_1-mae:6011.89551 [961] validation_0-mae:4598.46240 validation_1-mae:6011.86426 [962] validation_0-mae:4597.08398 validation_1-mae:6012.04395 [963] validation_0-mae:4596.78662 validation_1-mae:6011.94141 [964] validation_0-mae:4596.21436 validation_1-mae:6012.31445 [965] validation_0-mae:4595.76270 validation_1-mae:6012.41211 [966] validation_0-mae:4595.25781 validation_1-mae:6012.19824 [967] validation_0-mae:4594.99121 validation_1-mae:6012.15430 [968] validation_0-mae:4594.23291 validation_1-mae:6012.23682 [969] validation_0-mae:4593.09033 validation_1-mae:6012.08740 [970] validation_0-mae:4591.92627 validation_1-mae:6011.83594 [971] validation_0-mae:4590.83057 validation_1-mae:6011.95312 [972] validation_0-mae:4590.31494 validation_1-mae:6012.09228 [973] validation_0-mae:4589.32178 validation_1-mae:6012.17285 [974] validation_0-mae:4588.40283 validation_1-mae:6012.33252 [975] validation_0-mae:4587.11621 validation_1-mae:6012.10059 [976] validation_0-mae:4586.23291 validation_1-mae:6012.13818 [977] validation_0-mae:4585.49658 validation_1-mae:6012.13379 [978] validation_0-mae:4584.40869 validation_1-mae:6012.21826 [979] validation_0-mae:4581.44287 validation_1-mae:6011.44531 [980] validation_0-mae:4579.41699 validation_1-mae:6011.01904 [981] validation_0-mae:4578.32861 validation_1-mae:6010.19189 [982] validation_0-mae:4577.39062 validation_1-mae:6010.12647 [983] validation_0-mae:4576.46680 validation_1-mae:6010.12012 [984] validation_0-mae:4575.40576 validation_1-mae:6009.81299 [985] validation_0-mae:4574.41504 validation_1-mae:6009.94434 [986] validation_0-mae:4572.84131 validation_1-mae:6010.45947 [987] validation_0-mae:4572.22217 validation_1-mae:6010.44531 [988] validation_0-mae:4569.82715 validation_1-mae:6009.96094 [989] validation_0-mae:4568.71045 validation_1-mae:6010.14990 [990] validation_0-mae:4567.26172 validation_1-mae:6009.90430 [991] validation_0-mae:4565.67676 validation_1-mae:6010.32764 [992] validation_0-mae:4564.70264 validation_1-mae:6010.48340 [993] validation_0-mae:4564.02344 validation_1-mae:6010.92627 [994] validation_0-mae:4563.69141 validation_1-mae:6010.77686 [995] validation_0-mae:4562.45361 validation_1-mae:6010.35742 [996] validation_0-mae:4561.98242 validation_1-mae:6010.10303 [997] validation_0-mae:4560.69434 validation_1-mae:6009.37891 [998] validation_0-mae:4559.52002 validation_1-mae:6009.38037 [999] validation_0-mae:4558.36572 validation_1-mae:6008.89307 [1000] validation_0-mae:4557.33252 validation_1-mae:6009.17725 [1001] validation_0-mae:4556.03809 validation_1-mae:6009.01855 [1002] validation_0-mae:4554.54980 validation_1-mae:6008.64648 [1003] validation_0-mae:4552.89307 validation_1-mae:6008.35205 [1004] validation_0-mae:4550.80371 validation_1-mae:6008.53711 [1005] validation_0-mae:4549.16797 validation_1-mae:6008.07324 [1006] validation_0-mae:4547.60645 validation_1-mae:6007.72314 [1007] validation_0-mae:4546.04980 validation_1-mae:6007.31934 [1008] validation_0-mae:4544.20264 validation_1-mae:6005.57666 [1009] validation_0-mae:4542.97607 validation_1-mae:6005.83350 [1010] validation_0-mae:4541.68066 validation_1-mae:6005.81787 [1011] validation_0-mae:4540.93750 validation_1-mae:6005.94043 [1012] validation_0-mae:4538.32275 validation_1-mae:6005.44336 [1013] validation_0-mae:4536.00586 validation_1-mae:6005.66650 [1014] validation_0-mae:4533.82129 validation_1-mae:6004.63574 [1015] validation_0-mae:4532.99902 validation_1-mae:6004.31103 [1016] validation_0-mae:4532.43213 validation_1-mae:6004.45410 [1017] validation_0-mae:4532.06494 validation_1-mae:6004.54053 [1018] validation_0-mae:4530.83789 validation_1-mae:6004.47705 [1019] validation_0-mae:4530.08936 validation_1-mae:6004.19922 [1020] validation_0-mae:4529.23340 validation_1-mae:6003.77344 [1021] validation_0-mae:4527.42578 validation_1-mae:6003.60693 [1022] validation_0-mae:4527.01172 validation_1-mae:6003.78174 [1023] validation_0-mae:4526.15674 validation_1-mae:6003.44531 [1024] validation_0-mae:4524.69482 validation_1-mae:6004.17334 [1025] validation_0-mae:4523.31152 validation_1-mae:6004.71191 [1026] validation_0-mae:4521.78320 validation_1-mae:6004.04395 [1027] validation_0-mae:4520.29297 validation_1-mae:6003.75586 [1028] validation_0-mae:4519.54150 validation_1-mae:6003.97754 [1029] validation_0-mae:4518.66113 validation_1-mae:6003.77100 [1030] validation_0-mae:4518.16260 validation_1-mae:6003.87061 [1031] validation_0-mae:4516.86230 validation_1-mae:6003.68066 [1032] validation_0-mae:4515.26514 validation_1-mae:6003.52832 [1033] validation_0-mae:4514.44238 validation_1-mae:6003.23633 [1034] validation_0-mae:4513.83203 validation_1-mae:6003.51904 [1035] validation_0-mae:4512.50098 validation_1-mae:6003.11914 [1036] validation_0-mae:4511.25049 validation_1-mae:6003.56445 [1037] validation_0-mae:4510.06787 validation_1-mae:6003.17725 [1038] validation_0-mae:4509.31738 validation_1-mae:6002.64795 [1039] validation_0-mae:4508.16602 validation_1-mae:6002.29395 [1040] validation_0-mae:4507.75391 validation_1-mae:6002.57031 [1041] validation_0-mae:4505.97461 validation_1-mae:6002.71631 [1042] validation_0-mae:4504.69043 validation_1-mae:6003.50928 [1043] validation_0-mae:4504.23584 validation_1-mae:6003.67822 [1044] validation_0-mae:4504.20117 validation_1-mae:6003.67578 [1045] validation_0-mae:4503.21680 validation_1-mae:6004.43945 [1046] validation_0-mae:4501.78516 validation_1-mae:6003.35596 [1047] validation_0-mae:4499.90625 validation_1-mae:6002.71338 [1048] validation_0-mae:4498.64502 validation_1-mae:6003.11230 [1049] validation_0-mae:4497.01514 validation_1-mae:6003.05273 [1050] validation_0-mae:4496.25732 validation_1-mae:6002.69287 [1051] validation_0-mae:4494.89502 validation_1-mae:6002.59277 [1052] validation_0-mae:4492.60352 validation_1-mae:6001.77051 [1053] validation_0-mae:4491.22607 validation_1-mae:6000.99609 [1054] validation_0-mae:4490.44971 validation_1-mae:6000.82861 [1055] validation_0-mae:4487.97510 validation_1-mae:5999.75293 [1056] validation_0-mae:4486.27637 validation_1-mae:5999.43262 [1057] validation_0-mae:4485.59277 validation_1-mae:5999.54785 [1058] validation_0-mae:4484.21387 validation_1-mae:5999.17432 [1059] validation_0-mae:4483.30811 validation_1-mae:5998.74951 [1060] validation_0-mae:4482.48779 validation_1-mae:5998.93213 [1061] validation_0-mae:4481.86914 validation_1-mae:5998.99023 [1062] validation_0-mae:4480.49170 validation_1-mae:5998.70752 [1063] validation_0-mae:4480.00879 validation_1-mae:5998.63965 [1064] validation_0-mae:4479.37305 validation_1-mae:5998.34326 [1065] validation_0-mae:4478.17236 validation_1-mae:5998.45752 [1066] validation_0-mae:4477.82178 validation_1-mae:5998.53467 [1067] validation_0-mae:4477.35010 validation_1-mae:5998.31934 [1068] validation_0-mae:4476.22803 validation_1-mae:5998.09570 [1069] validation_0-mae:4475.74658 validation_1-mae:5998.01660 [1070] validation_0-mae:4474.16211 validation_1-mae:5997.71338 [1071] validation_0-mae:4473.23682 validation_1-mae:5998.23682 [1072] validation_0-mae:4472.95557 validation_1-mae:5998.34326 [1073] validation_0-mae:4472.30518 validation_1-mae:5998.27978 [1074] validation_0-mae:4471.00684 validation_1-mae:5997.61816 [1075] validation_0-mae:4470.07373 validation_1-mae:5997.59424 [1076] validation_0-mae:4469.01953 validation_1-mae:5997.70557 [1077] validation_0-mae:4467.84082 validation_1-mae:5997.43311 [1078] validation_0-mae:4467.10352 validation_1-mae:5997.48779 [1079] validation_0-mae:4465.71436 validation_1-mae:5997.08984 [1080] validation_0-mae:4464.72217 validation_1-mae:5996.95605 [1081] validation_0-mae:4463.95996 validation_1-mae:5997.00342 [1082] validation_0-mae:4462.14160 validation_1-mae:5997.01367 [1083] validation_0-mae:4461.11279 validation_1-mae:5996.60547 [1084] validation_0-mae:4459.53320 validation_1-mae:5996.99072 [1085] validation_0-mae:4458.45020 validation_1-mae:5996.75244 [1086] validation_0-mae:4457.77734 validation_1-mae:5996.93408 [1087] validation_0-mae:4456.93652 validation_1-mae:5996.79492 [1088] validation_0-mae:4456.39600 validation_1-mae:5996.95508 [1089] validation_0-mae:4455.75244 validation_1-mae:5996.80713 [1090] validation_0-mae:4455.14111 validation_1-mae:5996.74658 [1091] validation_0-mae:4454.75928 validation_1-mae:5996.47363 [1092] validation_0-mae:4454.22070 validation_1-mae:5996.69971 [1093] validation_0-mae:4453.75195 validation_1-mae:5996.82471 [1094] validation_0-mae:4452.86914 validation_1-mae:5996.82373 [1095] validation_0-mae:4451.94482 validation_1-mae:5997.05029 [1096] validation_0-mae:4450.71240 validation_1-mae:5996.66797 [1097] validation_0-mae:4449.02441 validation_1-mae:5996.53662 [1098] validation_0-mae:4447.84570 validation_1-mae:5996.08203 [1099] validation_0-mae:4446.72852 validation_1-mae:5995.66504 [1100] validation_0-mae:4445.70605 validation_1-mae:5995.76123 [1101] validation_0-mae:4444.90674 validation_1-mae:5995.53516 [1102] validation_0-mae:4443.96094 validation_1-mae:5995.57227 [1103] validation_0-mae:4442.68652 validation_1-mae:5995.25488 [1104] validation_0-mae:4440.86768 validation_1-mae:5994.77832 [1105] validation_0-mae:4439.57715 validation_1-mae:5994.80811 [1106] validation_0-mae:4438.88086 validation_1-mae:5994.79883 [1107] validation_0-mae:4437.12891 validation_1-mae:5993.84424 [1108] validation_0-mae:4435.17627 validation_1-mae:5993.52783 [1109] validation_0-mae:4433.62256 validation_1-mae:5992.99805 [1110] validation_0-mae:4432.80811 validation_1-mae:5992.96777 [1111] validation_0-mae:4430.77393 validation_1-mae:5991.75928 [1112] validation_0-mae:4429.49805 validation_1-mae:5991.32471 [1113] validation_0-mae:4428.94189 validation_1-mae:5991.46728 [1114] validation_0-mae:4427.44775 validation_1-mae:5990.95850 [1115] validation_0-mae:4425.86621 validation_1-mae:5990.86328 [1116] validation_0-mae:4423.93506 validation_1-mae:5990.83496 [1117] validation_0-mae:4422.67139 validation_1-mae:5990.42920 [1118] validation_0-mae:4422.11133 validation_1-mae:5990.34717 [1119] validation_0-mae:4420.60596 validation_1-mae:5990.81592 [1120] validation_0-mae:4419.10645 validation_1-mae:5990.34375 [1121] validation_0-mae:4418.77051 validation_1-mae:5990.36914 [1122] validation_0-mae:4418.19678 validation_1-mae:5990.40234 [1123] validation_0-mae:4416.67139 validation_1-mae:5989.45264 [1124] validation_0-mae:4415.94629 validation_1-mae:5989.47852 [1125] validation_0-mae:4415.13184 validation_1-mae:5989.60107 [1126] validation_0-mae:4414.60693 validation_1-mae:5989.68994 [1127] validation_0-mae:4413.36475 validation_1-mae:5989.73828 [1128] validation_0-mae:4412.26562 validation_1-mae:5989.67285 [1129] validation_0-mae:4411.65332 validation_1-mae:5989.54199 [1130] validation_0-mae:4411.00098 validation_1-mae:5989.49805 [1131] validation_0-mae:4410.13184 validation_1-mae:5989.21728 [1132] validation_0-mae:4408.57910 validation_1-mae:5989.16650 [1133] validation_0-mae:4407.61182 validation_1-mae:5989.38428 [1134] validation_0-mae:4407.29785 validation_1-mae:5989.35645 [1135] validation_0-mae:4406.40381 validation_1-mae:5989.18555 [1136] validation_0-mae:4405.23340 validation_1-mae:5989.27978 [1137] validation_0-mae:4405.03125 validation_1-mae:5989.35254 [1138] validation_0-mae:4404.38281 validation_1-mae:5989.23584 [1139] validation_0-mae:4403.13477 validation_1-mae:5989.91162 [1140] validation_0-mae:4402.31982 validation_1-mae:5989.92432 [1141] validation_0-mae:4401.40332 validation_1-mae:5989.87158 [1142] validation_0-mae:4400.70264 validation_1-mae:5990.49707 [1143] validation_0-mae:4399.80029 validation_1-mae:5990.78223 [1144] validation_0-mae:4398.41504 validation_1-mae:5990.49561 [1145] validation_0-mae:4396.89209 validation_1-mae:5990.63281 [1146] validation_0-mae:4395.90723 validation_1-mae:5990.08545 [1147] validation_0-mae:4394.52930 validation_1-mae:5989.94336 [1148] validation_0-mae:4393.28516 validation_1-mae:5989.91602 [1149] validation_0-mae:4392.91748 validation_1-mae:5989.76611 [1150] validation_0-mae:4392.11084 validation_1-mae:5989.87158 [1151] validation_0-mae:4391.44434 validation_1-mae:5989.80029 [1152] validation_0-mae:4391.39355 validation_1-mae:5989.82666 [1153] validation_0-mae:4391.27051 validation_1-mae:5989.78809 [1154] validation_0-mae:4390.36133 validation_1-mae:5989.56445 [1155] validation_0-mae:4388.53809 validation_1-mae:5988.24365 [1156] validation_0-mae:4387.25244 validation_1-mae:5987.75342 [1157] validation_0-mae:4385.93311 validation_1-mae:5988.48779 [1158] validation_0-mae:4383.92139 validation_1-mae:5987.66113 [1159] validation_0-mae:4382.33887 validation_1-mae:5987.06689 [1160] validation_0-mae:4381.11768 validation_1-mae:5987.09326 [1161] validation_0-mae:4380.12891 validation_1-mae:5986.58545 [1162] validation_0-mae:4378.99951 validation_1-mae:5986.11816 [1163] validation_0-mae:4377.43213 validation_1-mae:5985.71191 [1164] validation_0-mae:4376.53272 validation_1-mae:5985.88818 [1165] validation_0-mae:4375.43799 validation_1-mae:5985.87988 [1166] validation_0-mae:4375.09766 validation_1-mae:5986.09131 [1167] validation_0-mae:4373.73633 validation_1-mae:5986.36035 [1168] validation_0-mae:4373.09082 validation_1-mae:5986.20996 [1169] validation_0-mae:4372.62695 validation_1-mae:5985.96924 [1170] validation_0-mae:4371.61865 validation_1-mae:5986.32910 [1171] validation_0-mae:4370.75635 validation_1-mae:5986.58496 [1172] validation_0-mae:4369.12451 validation_1-mae:5985.72266 [1173] validation_0-mae:4368.33057 validation_1-mae:5986.00244 [1174] validation_0-mae:4367.42285 validation_1-mae:5986.64160 [1175] validation_0-mae:4366.44189 validation_1-mae:5986.08936 [1176] validation_0-mae:4366.06250 validation_1-mae:5985.65723 [1177] validation_0-mae:4365.02246 validation_1-mae:5985.78809 [1178] validation_0-mae:4363.31397 validation_1-mae:5986.16553 [1179] validation_0-mae:4362.53223 validation_1-mae:5986.14502 [1180] validation_0-mae:4360.89502 validation_1-mae:5986.03760 [1181] validation_0-mae:4359.26758 validation_1-mae:5986.36426 [1182] validation_0-mae:4357.25781 validation_1-mae:5986.44141 [1183] validation_0-mae:4355.08594 validation_1-mae:5985.93359 [1184] validation_0-mae:4353.43799 validation_1-mae:5986.16602 [1185] validation_0-mae:4351.57812 validation_1-mae:5987.00342 [1186] validation_0-mae:4350.88965 validation_1-mae:5986.38721 [1187] validation_0-mae:4348.87647 validation_1-mae:5986.19873 [1188] validation_0-mae:4348.17139 validation_1-mae:5986.29932 [1189] validation_0-mae:4347.56836 validation_1-mae:5986.49902 [1190] validation_0-mae:4346.75195 validation_1-mae:5986.84277 [1191] validation_0-mae:4345.88965 validation_1-mae:5986.64160 [1192] validation_0-mae:4344.71338 validation_1-mae:5986.33154 [1193] validation_0-mae:4344.10498 validation_1-mae:5986.56055 [1194] validation_0-mae:4343.44824 validation_1-mae:5986.65527 [1195] validation_0-mae:4342.39502 validation_1-mae:5987.20703 [1196] validation_0-mae:4341.96777 validation_1-mae:5987.03613 [1197] validation_0-mae:4341.40918 validation_1-mae:5987.35645 [1198] validation_0-mae:4340.43848 validation_1-mae:5987.22022 [1199] validation_0-mae:4339.07373 validation_1-mae:5986.67871 [1200] validation_0-mae:4337.73096 validation_1-mae:5986.99609 [1201] validation_0-mae:4337.25293 validation_1-mae:5986.84131 [1202] validation_0-mae:4336.46875 validation_1-mae:5986.48877 [1203] validation_0-mae:4335.13721 validation_1-mae:5986.41162 [1204] validation_0-mae:4334.40674 validation_1-mae:5986.32764 [1205] validation_0-mae:4333.94385 validation_1-mae:5986.56592 [1206] validation_0-mae:4333.01025 validation_1-mae:5986.55762 [1207] validation_0-mae:4331.95264 validation_1-mae:5986.42773 [1208] validation_0-mae:4331.44287 validation_1-mae:5986.43750 [1209] validation_0-mae:4330.03564 validation_1-mae:5986.88623 [1210] validation_0-mae:4328.21143 validation_1-mae:5985.90674 [1211] validation_0-mae:4327.84717 validation_1-mae:5986.11133 [1212] validation_0-mae:4327.22803 validation_1-mae:5985.91553 [1213] validation_0-mae:4326.23682 validation_1-mae:5985.44678 [1214] validation_0-mae:4325.15820 validation_1-mae:5985.30176 [1215] validation_0-mae:4324.75049 validation_1-mae:5985.33789 [1216] validation_0-mae:4323.59277 validation_1-mae:5985.16504 [1217] validation_0-mae:4322.73828 validation_1-mae:5984.87061 [1218] validation_0-mae:4321.72559 validation_1-mae:5984.84522 [1219] validation_0-mae:4320.13574 validation_1-mae:5984.82129 [1220] validation_0-mae:4318.69922 validation_1-mae:5985.23535 [1221] validation_0-mae:4317.39893 validation_1-mae:5984.71777 [1222] validation_0-mae:4316.32959 validation_1-mae:5984.41602 [1223] validation_0-mae:4315.87500 validation_1-mae:5984.71289 [1224] validation_0-mae:4314.69482 validation_1-mae:5984.58252 [1225] validation_0-mae:4313.94043 validation_1-mae:5984.34522 [1226] validation_0-mae:4312.68701 validation_1-mae:5984.46484 [1227] validation_0-mae:4312.11768 validation_1-mae:5984.52978 [1228] validation_0-mae:4311.22266 validation_1-mae:5984.75147 [1229] validation_0-mae:4310.38379 validation_1-mae:5984.71436 [1230] validation_0-mae:4309.53516 validation_1-mae:5984.71728 [1231] validation_0-mae:4308.55957 validation_1-mae:5984.32812 [1232] validation_0-mae:4308.16309 validation_1-mae:5984.18115 [1233] validation_0-mae:4307.37891 validation_1-mae:5983.74658 [1234] validation_0-mae:4306.52930 validation_1-mae:5983.68945 [1235] validation_0-mae:4305.78125 validation_1-mae:5983.48535 [1236] validation_0-mae:4305.40918 validation_1-mae:5983.48535 [1237] validation_0-mae:4304.80615 validation_1-mae:5983.91406 [1238] validation_0-mae:4303.74219 validation_1-mae:5983.59717 [1239] validation_0-mae:4303.41455 validation_1-mae:5983.38330 [1240] validation_0-mae:4302.96826 validation_1-mae:5983.38623 [1241] validation_0-mae:4302.51660 validation_1-mae:5983.69434 [1242] validation_0-mae:4301.98145 validation_1-mae:5983.33789 [1243] validation_0-mae:4300.42676 validation_1-mae:5983.37061 [1244] validation_0-mae:4300.14355 validation_1-mae:5983.41162 [1245] validation_0-mae:4299.60596 validation_1-mae:5983.41064 [1246] validation_0-mae:4298.90625 validation_1-mae:5983.19043 [1247] validation_0-mae:4297.52637 validation_1-mae:5983.09570 [1248] validation_0-mae:4296.69629 validation_1-mae:5983.26904 [1249] validation_0-mae:4295.95898 validation_1-mae:5983.08203 [1250] validation_0-mae:4295.73779 validation_1-mae:5983.12891 [1251] validation_0-mae:4294.95312 validation_1-mae:5982.93603 [1252] validation_0-mae:4294.24121 validation_1-mae:5982.90088 [1253] validation_0-mae:4293.78711 validation_1-mae:5982.95264 [1254] validation_0-mae:4293.15723 validation_1-mae:5982.85059 [1255] validation_0-mae:4292.19287 validation_1-mae:5982.88037 [1256] validation_0-mae:4291.13037 validation_1-mae:5982.38379 [1257] validation_0-mae:4290.43164 validation_1-mae:5982.52002 [1258] validation_0-mae:4289.22656 validation_1-mae:5982.38574 [1259] validation_0-mae:4288.07617 validation_1-mae:5982.05225 [1260] validation_0-mae:4287.47998 validation_1-mae:5982.16064 [1261] validation_0-mae:4286.62451 validation_1-mae:5982.15088 [1262] validation_0-mae:4285.22266 validation_1-mae:5981.27832 [1263] validation_0-mae:4284.91846 validation_1-mae:5981.40772 [1264] validation_0-mae:4284.61182 validation_1-mae:5981.24219 [1265] validation_0-mae:4283.83594 validation_1-mae:5981.24219 [1266] validation_0-mae:4281.98047 validation_1-mae:5980.77978 [1267] validation_0-mae:4281.66113 validation_1-mae:5980.87939 [1268] validation_0-mae:4280.27490 validation_1-mae:5980.93506 [1269] validation_0-mae:4279.47266 validation_1-mae:5980.88721 [1270] validation_0-mae:4278.81250 validation_1-mae:5980.62793 [1271] validation_0-mae:4278.06201 validation_1-mae:5980.65967 [1272] validation_0-mae:4276.75391 validation_1-mae:5980.25928 [1273] validation_0-mae:4276.15820 validation_1-mae:5980.34277 [1274] validation_0-mae:4273.62500 validation_1-mae:5979.79004 [1275] validation_0-mae:4272.44678 validation_1-mae:5979.81494 [1276] validation_0-mae:4271.44092 validation_1-mae:5979.28467 [1277] validation_0-mae:4270.49023 validation_1-mae:5978.75928 [1278] validation_0-mae:4269.95410 validation_1-mae:5978.67041 [1279] validation_0-mae:4269.57812 validation_1-mae:5978.61279 [1280] validation_0-mae:4268.17334 validation_1-mae:5977.99805 [1281] validation_0-mae:4266.81201 validation_1-mae:5977.49951 [1282] validation_0-mae:4265.78955 validation_1-mae:5977.67041 [1283] validation_0-mae:4265.44824 validation_1-mae:5977.57910 [1284] validation_0-mae:4264.08740 validation_1-mae:5977.29199 [1285] validation_0-mae:4262.71973 validation_1-mae:5977.00195 [1286] validation_0-mae:4261.62891 validation_1-mae:5976.89746 [1287] validation_0-mae:4260.88086 validation_1-mae:5976.82178 [1288] validation_0-mae:4260.53418 validation_1-mae:5976.74414 [1289] validation_0-mae:4259.98193 validation_1-mae:5976.53809 [1290] validation_0-mae:4259.27832 validation_1-mae:5976.46875 [1291] validation_0-mae:4258.82471 validation_1-mae:5976.72266 [1292] validation_0-mae:4258.36133 validation_1-mae:5976.83301 [1293] validation_0-mae:4257.39014 validation_1-mae:5976.38623 [1294] validation_0-mae:4256.67725 validation_1-mae:5976.40772 [1295] validation_0-mae:4255.86035 validation_1-mae:5975.89111 [1296] validation_0-mae:4255.33789 validation_1-mae:5975.83398 [1297] validation_0-mae:4254.69385 validation_1-mae:5975.87891 [1298] validation_0-mae:4253.80811 validation_1-mae:5975.49951 [1299] validation_0-mae:4252.99756 validation_1-mae:5975.63477 [1300] validation_0-mae:4251.80029 validation_1-mae:5976.06494 [1301] validation_0-mae:4251.08691 validation_1-mae:5975.84570 [1302] validation_0-mae:4250.37695 validation_1-mae:5975.75879 [1303] validation_0-mae:4249.62256 validation_1-mae:5975.94727 [1304] validation_0-mae:4249.14551 validation_1-mae:5975.76855 [1305] validation_0-mae:4248.33154 validation_1-mae:5975.87207 [1306] validation_0-mae:4247.53076 validation_1-mae:5975.85986 [1307] validation_0-mae:4246.72949 validation_1-mae:5975.64258 [1308] validation_0-mae:4246.30615 validation_1-mae:5975.62207 [1309] validation_0-mae:4245.85938 validation_1-mae:5975.36084 [1310] validation_0-mae:4245.22412 validation_1-mae:5975.28662 [1311] validation_0-mae:4245.20654 validation_1-mae:5975.30273 [1312] validation_0-mae:4244.90967 validation_1-mae:5975.47412 [1313] validation_0-mae:4244.33643 validation_1-mae:5975.40674 [1314] validation_0-mae:4243.37647 validation_1-mae:5975.76807 [1315] validation_0-mae:4243.21631 validation_1-mae:5975.68262 [1316] validation_0-mae:4242.80029 validation_1-mae:5975.69336 [1317] validation_0-mae:4242.65430 validation_1-mae:5975.67578 [1318] validation_0-mae:4241.95898 validation_1-mae:5975.46484 [1319] validation_0-mae:4240.87402 validation_1-mae:5975.06641 [1320] validation_0-mae:4240.12598 validation_1-mae:5975.54980 [1321] validation_0-mae:4239.54102 validation_1-mae:5975.80029 [1322] validation_0-mae:4238.16846 validation_1-mae:5975.72754 [1323] validation_0-mae:4236.97510 validation_1-mae:5975.29199 [1324] validation_0-mae:4236.47314 validation_1-mae:5975.28662 [1325] validation_0-mae:4236.05322 validation_1-mae:5974.95850 [1326] validation_0-mae:4234.72510 validation_1-mae:5975.74756 [1327] validation_0-mae:4233.72070 validation_1-mae:5975.91309 [1328] validation_0-mae:4232.90332 validation_1-mae:5975.92578 [1329] validation_0-mae:4232.11865 validation_1-mae:5975.53955 [1330] validation_0-mae:4231.29736 validation_1-mae:5975.64209 [1331] validation_0-mae:4230.49756 validation_1-mae:5975.85254 [1332] validation_0-mae:4229.49121 validation_1-mae:5976.13379 [1333] validation_0-mae:4228.38135 validation_1-mae:5976.10107 [1334] validation_0-mae:4226.97461 validation_1-mae:5976.01074 [1335] validation_0-mae:4226.19775 validation_1-mae:5975.85938 [1336] validation_0-mae:4225.55859 validation_1-mae:5976.11670 [1337] validation_0-mae:4224.62353 validation_1-mae:5975.84424 [1338] validation_0-mae:4223.76514 validation_1-mae:5975.85742 [1339] validation_0-mae:4222.99512 validation_1-mae:5975.97949 [1340] validation_0-mae:4222.63770 validation_1-mae:5975.78369 [1341] validation_0-mae:4222.17871 validation_1-mae:5976.01270 [1342] validation_0-mae:4221.60303 validation_1-mae:5976.07422 [1343] validation_0-mae:4220.72705 validation_1-mae:5976.57471 [1344] validation_0-mae:4219.56397 validation_1-mae:5976.04883 [1345] validation_0-mae:4219.18408 validation_1-mae:5976.11865 [1346] validation_0-mae:4218.12256 validation_1-mae:5975.96338 [1347] validation_0-mae:4216.45361 validation_1-mae:5976.34522 [1348] validation_0-mae:4215.73779 validation_1-mae:5975.94434 [1349] validation_0-mae:4214.51172 validation_1-mae:5975.45752 [1350] validation_0-mae:4213.91602 validation_1-mae:5975.39600 [1351] validation_0-mae:4212.81836 validation_1-mae:5975.54541 [1352] validation_0-mae:4211.35889 validation_1-mae:5976.13623 [1353] validation_0-mae:4209.87451 validation_1-mae:5975.87256 [1354] validation_0-mae:4208.85010 validation_1-mae:5976.50586 [1355] validation_0-mae:4207.38379 validation_1-mae:5976.59668 [1356] validation_0-mae:4206.53564 validation_1-mae:5976.51416 [1357] validation_0-mae:4205.83691 validation_1-mae:5976.60156 [1358] validation_0-mae:4203.93848 validation_1-mae:5976.75098 [1359] validation_0-mae:4203.16113 validation_1-mae:5976.79688 [1360] validation_0-mae:4202.43066 validation_1-mae:5976.53516 [1361] validation_0-mae:4201.81103 validation_1-mae:5976.80664 [1362] validation_0-mae:4200.49853 validation_1-mae:5977.26953 [1363] validation_0-mae:4199.89404 validation_1-mae:5977.29004 [1364] validation_0-mae:4199.02832 validation_1-mae:5976.82178 [1365] validation_0-mae:4198.34473 validation_1-mae:5976.61865 [1366] validation_0-mae:4197.68555 validation_1-mae:5977.07178 [1367] validation_0-mae:4197.03564 validation_1-mae:5977.20215 [1368] validation_0-mae:4196.00049 validation_1-mae:5976.98145 [1369] validation_0-mae:4195.48926 validation_1-mae:5977.07861 [1370] validation_0-mae:4194.41113 validation_1-mae:5976.92139 [1371] validation_0-mae:4193.44189 validation_1-mae:5976.79443 [1372] validation_0-mae:4192.17725 validation_1-mae:5976.80762 [1373] validation_0-mae:4190.88037 validation_1-mae:5976.84961 [1374] validation_0-mae:4190.41943 validation_1-mae:5976.70361 [1375] validation_0-mae:4189.75244 validation_1-mae:5976.54590 [1376] validation_0-mae:4188.79004 validation_1-mae:5976.77051 [1377] validation_0-mae:4187.91455 validation_1-mae:5976.53125 [1378] validation_0-mae:4186.25342 validation_1-mae:5976.42236 [1379] validation_0-mae:4185.65772 validation_1-mae:5976.46143 [1380] validation_0-mae:4185.06543 validation_1-mae:5976.52881 [1381] validation_0-mae:4184.45312 validation_1-mae:5976.42627 [1382] validation_0-mae:4183.58643 validation_1-mae:5976.60254 [1383] validation_0-mae:4182.60254 validation_1-mae:5976.38477 [1384] validation_0-mae:4181.43164 validation_1-mae:5976.24756 [1385] validation_0-mae:4179.96582 validation_1-mae:5976.48828 [1386] validation_0-mae:4178.93066 validation_1-mae:5976.08594 [1387] validation_0-mae:4177.91064 validation_1-mae:5976.53711 [1388] validation_0-mae:4176.27881 validation_1-mae:5976.62500 [1389] validation_0-mae:4174.99512 validation_1-mae:5977.46191 [1390] validation_0-mae:4174.15430 validation_1-mae:5977.56738 [1391] validation_0-mae:4172.95117 validation_1-mae:5977.68311 [1392] validation_0-mae:4172.27734 validation_1-mae:5977.58252 [1393] validation_0-mae:4171.87939 validation_1-mae:5977.33301 [1394] validation_0-mae:4170.29004 validation_1-mae:5976.41943 [1395] validation_0-mae:4168.83057 validation_1-mae:5976.47363 [1396] validation_0-mae:4167.48975 validation_1-mae:5976.64941 [1397] validation_0-mae:4166.49072 validation_1-mae:5976.71436 [1398] validation_0-mae:4165.27930 validation_1-mae:5976.34277 [1399] validation_0-mae:4164.47754 validation_1-mae:5976.19873 [1400] validation_0-mae:4163.72705 validation_1-mae:5976.33545 [1401] validation_0-mae:4163.22363 validation_1-mae:5976.20020 [1402] validation_0-mae:4162.60938 validation_1-mae:5975.73242 [1403] validation_0-mae:4162.16357 validation_1-mae:5976.01172 [1404] validation_0-mae:4161.73682 validation_1-mae:5975.99121 [1405] validation_0-mae:4161.29492 validation_1-mae:5976.20410 [1406] validation_0-mae:4160.41260 validation_1-mae:5976.00928 [1407] validation_0-mae:4159.26562 validation_1-mae:5976.24707 [1408] validation_0-mae:4157.48145 validation_1-mae:5976.62305 [1409] validation_0-mae:4156.04932 validation_1-mae:5976.53516 [1410] validation_0-mae:4155.37158 validation_1-mae:5976.77930 [1411] validation_0-mae:4154.76562 validation_1-mae:5976.86572 [1412] validation_0-mae:4153.80225 validation_1-mae:5977.07422 [1413] validation_0-mae:4152.46289 validation_1-mae:5976.95996 [1414] validation_0-mae:4151.30615 validation_1-mae:5976.89600 [1415] validation_0-mae:4150.63916 validation_1-mae:5977.29688 [1416] validation_0-mae:4149.00439 validation_1-mae:5977.39258 [1417] validation_0-mae:4146.60498 validation_1-mae:5977.57910 [1418] validation_0-mae:4145.80713 validation_1-mae:5977.44482 [1419] validation_0-mae:4143.30225 validation_1-mae:5976.63428 [1420] validation_0-mae:4142.03662 validation_1-mae:5977.01074 [1421] validation_0-mae:4141.05078 validation_1-mae:5976.85498 [1422] validation_0-mae:4139.96191 validation_1-mae:5977.49414 [1423] validation_0-mae:4138.57471 validation_1-mae:5977.76025 [1424] validation_0-mae:4137.56836 validation_1-mae:5977.50830 [1425] validation_0-mae:4136.59326 validation_1-mae:5977.52197 [1426] validation_0-mae:4135.82910 validation_1-mae:5977.16650 [1427] validation_0-mae:4134.62402 validation_1-mae:5977.00000 [1428] validation_0-mae:4133.20264 validation_1-mae:5976.98145 [1429] validation_0-mae:4131.70459 validation_1-mae:5976.98584 [1430] validation_0-mae:4131.29297 validation_1-mae:5976.91504 [1431] validation_0-mae:4131.04395 validation_1-mae:5976.85059 [1432] validation_0-mae:4130.27197 validation_1-mae:5976.59228 [1433] validation_0-mae:4129.76709 validation_1-mae:5976.59522 [1434] validation_0-mae:4128.30273 validation_1-mae:5976.04150 [1435] validation_0-mae:4127.77539 validation_1-mae:5976.10840 [1436] validation_0-mae:4127.29834 validation_1-mae:5976.00342 [1437] validation_0-mae:4126.20557 validation_1-mae:5975.63525 [1438] validation_0-mae:4126.02978 validation_1-mae:5975.44531 [1439] validation_0-mae:4125.28467 validation_1-mae:5975.16406 [1440] validation_0-mae:4124.14209 validation_1-mae:5975.16992 [1441] validation_0-mae:4123.48682 validation_1-mae:5975.11914 [1442] validation_0-mae:4122.93457 validation_1-mae:5975.29590 [1443] validation_0-mae:4122.55518 validation_1-mae:5975.31299 [1444] validation_0-mae:4122.09619 validation_1-mae:5975.37207 [1445] validation_0-mae:4121.50977 validation_1-mae:5975.52637 [1446] validation_0-mae:4120.78760 validation_1-mae:5975.56445 [1447] validation_0-mae:4120.70215 validation_1-mae:5975.55811 [1448] validation_0-mae:4120.19141 validation_1-mae:5975.73096 [1449] validation_0-mae:4119.54785 validation_1-mae:5975.49561 [1450] validation_0-mae:4119.00244 validation_1-mae:5975.47754 [1451] validation_0-mae:4117.56250 validation_1-mae:5976.71924 [1452] validation_0-mae:4116.30615 validation_1-mae:5976.44385 [1453] validation_0-mae:4114.98438 validation_1-mae:5976.74219 [1454] validation_0-mae:4113.41504 validation_1-mae:5977.97217 [1455] validation_0-mae:4112.20508 validation_1-mae:5978.28857 [1456] validation_0-mae:4110.81885 validation_1-mae:5978.28027 [1457] validation_0-mae:4110.06982 validation_1-mae:5978.50244 [1458] validation_0-mae:4109.22803 validation_1-mae:5978.42529 [1459] validation_0-mae:4107.61475 validation_1-mae:5978.09717 [1460] validation_0-mae:4106.70898 validation_1-mae:5978.03857 [1461] validation_0-mae:4105.90967 validation_1-mae:5977.59522 [1462] validation_0-mae:4104.59131 validation_1-mae:5977.76221 [1463] validation_0-mae:4103.20654 validation_1-mae:5977.62402 [1464] validation_0-mae:4101.94775 validation_1-mae:5978.77734 [1465] validation_0-mae:4100.43945 validation_1-mae:5979.18311 [1466] validation_0-mae:4099.30371 validation_1-mae:5978.78760 [1467] validation_0-mae:4099.09424 validation_1-mae:5978.63379 [1468] validation_0-mae:4097.82861 validation_1-mae:5977.97754 [1469] validation_0-mae:4096.77197 validation_1-mae:5978.22217 [1470] validation_0-mae:4095.91431 validation_1-mae:5977.90137 [1471] validation_0-mae:4095.26001 validation_1-mae:5977.69434 [1472] validation_0-mae:4094.29590 validation_1-mae:5977.71484 [1473] validation_0-mae:4092.42358 validation_1-mae:5977.72070 [1474] validation_0-mae:4091.52295 validation_1-mae:5977.67139 [1475] validation_0-mae:4090.10644 validation_1-mae:5978.10205 [1476] validation_0-mae:4088.57471 validation_1-mae:5978.78223 [1477] validation_0-mae:4086.89844 validation_1-mae:5979.53516 [1478] validation_0-mae:4086.06055 validation_1-mae:5979.63477 [1479] validation_0-mae:4085.34595 validation_1-mae:5979.67822 [1480] validation_0-mae:4083.93579 validation_1-mae:5979.41943 [1481] validation_0-mae:4082.23071 validation_1-mae:5979.15527 [1482] validation_0-mae:4080.81226 validation_1-mae:5979.09375 [1483] validation_0-mae:4079.07788 validation_1-mae:5978.72510 [1484] validation_0-mae:4077.86353 validation_1-mae:5978.53955 [1485] validation_0-mae:4076.69556 validation_1-mae:5978.70361 [1486] validation_0-mae:4075.90552 validation_1-mae:5978.44434 [1487] validation_0-mae:4075.19189 validation_1-mae:5978.44873 [1488] validation_0-mae:4074.53369 validation_1-mae:5978.37695 [1489] validation_0-mae:4073.64380 validation_1-mae:5978.38965 [1490] validation_0-mae:4073.04761 validation_1-mae:5978.46143 [1491] validation_0-mae:4072.18774 validation_1-mae:5978.62549 [1492] validation_0-mae:4072.08154 validation_1-mae:5978.62256 [1493] validation_0-mae:4071.98291 validation_1-mae:5978.72461 [1494] validation_0-mae:4071.38184 validation_1-mae:5978.64258 [1495] validation_0-mae:4071.04981 validation_1-mae:5978.78223 [1496] validation_0-mae:4070.61060 validation_1-mae:5978.95654 [1497] validation_0-mae:4070.11108 validation_1-mae:5978.85889 [1498] validation_0-mae:4069.25659 validation_1-mae:5979.02783 [1499] validation_0-mae:4068.69824 validation_1-mae:5979.03955 [1500] validation_0-mae:4067.81177 validation_1-mae:5979.44971 [1501] validation_0-mae:4067.33423 validation_1-mae:5979.54785 [1502] validation_0-mae:4066.35425 validation_1-mae:5980.18799 [1503] validation_0-mae:4065.92358 validation_1-mae:5980.24316 [1504] validation_0-mae:4065.11475 validation_1-mae:5980.28027 [1505] validation_0-mae:4064.18677 validation_1-mae:5980.05176 [1506] validation_0-mae:4063.07471 validation_1-mae:5979.45508 [1507] validation_0-mae:4061.29004 validation_1-mae:5980.01367 [1508] validation_0-mae:4059.30469 validation_1-mae:5979.81250 [1509] validation_0-mae:4058.74756 validation_1-mae:5980.01514 [1510] validation_0-mae:4058.12012 validation_1-mae:5980.43457 [1511] validation_0-mae:4056.88745 validation_1-mae:5980.61523 [1512] validation_0-mae:4055.63355 validation_1-mae:5980.98975 [1513] validation_0-mae:4054.59961 validation_1-mae:5980.79346 [1514] validation_0-mae:4054.10156 validation_1-mae:5981.03711 [1515] validation_0-mae:4052.97095 validation_1-mae:5981.24853 [1516] validation_0-mae:4052.32471 validation_1-mae:5981.22070 [1517] validation_0-mae:4051.67139 validation_1-mae:5981.35400 [1518] validation_0-mae:4050.98413 validation_1-mae:5981.77148 [1519] validation_0-mae:4049.74170 validation_1-mae:5981.48633 [1520] validation_0-mae:4049.01025 validation_1-mae:5981.31836 [1521] validation_0-mae:4047.69116 validation_1-mae:5981.13281 [1522] validation_0-mae:4046.59473 validation_1-mae:5980.88428 [1523] validation_0-mae:4045.12183 validation_1-mae:5981.07666 [1524] validation_0-mae:4044.71655 validation_1-mae:5981.03076 [1525] validation_0-mae:4044.06958 validation_1-mae:5981.10791 [1526] validation_0-mae:4043.10303 validation_1-mae:5980.96338 [1527] validation_0-mae:4042.27319 validation_1-mae:5981.12012 [1528] validation_0-mae:4041.99976 validation_1-mae:5980.97266 [1529] validation_0-mae:4041.32739 validation_1-mae:5980.86328 [1530] validation_0-mae:4040.88599 validation_1-mae:5980.86279 [1531] validation_0-mae:4040.34424 validation_1-mae:5980.57129 [1532] validation_0-mae:4039.30225 validation_1-mae:5980.55859 [1533] validation_0-mae:4038.51904 validation_1-mae:5980.75098 [1534] validation_0-mae:4038.11133 validation_1-mae:5980.83838 [1535] validation_0-mae:4037.43018 validation_1-mae:5981.04199 [1536] validation_0-mae:4036.53442 validation_1-mae:5981.28662 [1537] validation_0-mae:4035.94141 validation_1-mae:5981.26904 [1538] validation_0-mae:4035.50757 validation_1-mae:5981.35352 [1539] validation_0-mae:4034.57910 validation_1-mae:5981.03418 [1540] validation_0-mae:4033.93311 validation_1-mae:5980.91211 [1541] validation_0-mae:4033.22363 validation_1-mae:5981.01172 [1542] validation_0-mae:4032.15796 validation_1-mae:5980.88330 [1543] validation_0-mae:4030.70044 validation_1-mae:5980.62695 [1544] validation_0-mae:4029.16968 validation_1-mae:5981.07910 [1545] validation_0-mae:4028.02661 validation_1-mae:5981.15234 [1546] validation_0-mae:4026.84106 validation_1-mae:5981.03418 [1547] validation_0-mae:4026.01636 validation_1-mae:5981.31152 [1548] validation_0-mae:4025.46655 validation_1-mae:5981.44629 [1549] validation_0-mae:4024.44287 validation_1-mae:5981.52246 [1550] validation_0-mae:4024.01221 validation_1-mae:5981.45215 [1551] validation_0-mae:4023.52417 validation_1-mae:5981.56152 [1552] validation_0-mae:4023.13379 validation_1-mae:5981.57910 [1553] validation_0-mae:4022.06641 validation_1-mae:5981.74561 [1554] validation_0-mae:4020.80103 validation_1-mae:5981.49072 [1555] validation_0-mae:4019.70654 validation_1-mae:5981.20703 [1556] validation_0-mae:4018.64722 validation_1-mae:5980.55322 [1557] validation_0-mae:4018.12622 validation_1-mae:5980.53125 [1558] validation_0-mae:4017.37134 validation_1-mae:5980.27051 [1559] validation_0-mae:4016.46777 validation_1-mae:5980.32910 [1560] validation_0-mae:4015.79297 validation_1-mae:5980.25098 [1561] validation_0-mae:4014.95410 validation_1-mae:5980.39404 [1562] validation_0-mae:4013.80737 validation_1-mae:5980.27197 [1563] validation_0-mae:4012.77637 validation_1-mae:5980.19385 [1564] validation_0-mae:4011.87549 validation_1-mae:5979.66602 [1565] validation_0-mae:4010.99170 validation_1-mae:5979.86963 [1566] validation_0-mae:4010.20093 validation_1-mae:5980.29346 [1567] validation_0-mae:4009.89380 validation_1-mae:5980.16748 [1568] validation_0-mae:4009.14697 validation_1-mae:5980.29639 [1569] validation_0-mae:4008.29590 validation_1-mae:5980.97412 [1570] validation_0-mae:4007.24438 validation_1-mae:5981.34766 [1571] validation_0-mae:4006.41894 validation_1-mae:5981.24463 [1572] validation_0-mae:4005.54053 validation_1-mae:5981.17041 [1573] validation_0-mae:4004.46411 validation_1-mae:5981.16992 [1574] validation_0-mae:4003.96851 validation_1-mae:5981.20703 [1575] validation_0-mae:4003.24683 validation_1-mae:5981.26709 [1576] validation_0-mae:4002.63574 validation_1-mae:5981.02246 [1577] validation_0-mae:4002.13745 validation_1-mae:5981.13330 [1578] validation_0-mae:4000.94019 validation_1-mae:5980.82373 [1579] validation_0-mae:3999.48779 validation_1-mae:5980.66211 [1580] validation_0-mae:3998.82593 validation_1-mae:5980.69629 [1581] validation_0-mae:3998.22632 validation_1-mae:5980.89941 [1582] validation_0-mae:3997.77661 validation_1-mae:5980.87109 [1583] validation_0-mae:3997.33838 validation_1-mae:5981.01416 [1584] validation_0-mae:3997.25757 validation_1-mae:5980.97949 [1585] validation_0-mae:3996.33716 validation_1-mae:5980.72314 [1586] validation_0-mae:3994.76929 validation_1-mae:5980.04785 [1587] validation_0-mae:3993.58569 validation_1-mae:5979.92725 [1588] validation_0-mae:3992.67725 validation_1-mae:5980.54395 [1589] validation_0-mae:3991.89038 validation_1-mae:5980.92773 [1590] validation_0-mae:3990.63232 validation_1-mae:5980.40967 [1591] validation_0-mae:3989.60376 validation_1-mae:5980.58203 [1592] validation_0-mae:3989.49707 validation_1-mae:5980.58936 [1593] validation_0-mae:3989.30688 validation_1-mae:5980.56592 [1594] validation_0-mae:3989.19238 validation_1-mae:5980.61279 [1595] validation_0-mae:3988.86401 validation_1-mae:5980.82764 [1596] validation_0-mae:3987.93311 validation_1-mae:5980.50244 [1597] validation_0-mae:3987.22803 validation_1-mae:5980.59961 [1598] validation_0-mae:3985.93628 validation_1-mae:5980.05420 [1599] validation_0-mae:3984.99976 validation_1-mae:5980.09326 [1600] validation_0-mae:3984.31543 validation_1-mae:5980.03857 [1601] validation_0-mae:3983.62183 validation_1-mae:5980.00879 [1602] validation_0-mae:3982.52466 validation_1-mae:5979.42969 [1603] validation_0-mae:3982.15991 validation_1-mae:5979.60693 [1604] validation_0-mae:3981.62939 validation_1-mae:5979.39209 [1605] validation_0-mae:3981.12695 validation_1-mae:5979.41260 [1606] validation_0-mae:3980.25610 validation_1-mae:5979.39062 [1607] validation_0-mae:3979.90918 validation_1-mae:5979.38770 [1608] validation_0-mae:3979.29028 validation_1-mae:5979.34326 [1609] validation_0-mae:3978.46411 validation_1-mae:5979.51367 [1610] validation_0-mae:3977.73901 validation_1-mae:5979.82959 [1611] validation_0-mae:3977.70630 validation_1-mae:5979.81201 [1612] validation_0-mae:3976.97974 validation_1-mae:5979.83496 [1613] validation_0-mae:3976.37427 validation_1-mae:5979.71680 [1614] validation_0-mae:3976.35449 validation_1-mae:5979.74561 [1615] validation_0-mae:3975.37402 validation_1-mae:5979.76953 [1616] validation_0-mae:3974.93604 validation_1-mae:5979.72461 [1617] validation_0-mae:3973.77270 validation_1-mae:5980.30322 [1618] validation_0-mae:3972.99365 validation_1-mae:5980.10840 [1619] validation_0-mae:3972.47290 validation_1-mae:5980.16602 [1620] validation_0-mae:3971.64673 validation_1-mae:5979.97900 [1621] validation_0-mae:3970.47290 validation_1-mae:5979.80811 [1622] validation_0-mae:3969.17944 validation_1-mae:5979.83154 [1623] validation_0-mae:3967.97852 validation_1-mae:5980.39893 [1624] validation_0-mae:3967.11035 validation_1-mae:5980.46924 [1625] validation_0-mae:3966.41284 validation_1-mae:5980.41357 [1626] validation_0-mae:3965.69385 validation_1-mae:5980.64404 [1627] validation_0-mae:3964.87842 validation_1-mae:5980.63770 [1628] validation_0-mae:3963.78491 validation_1-mae:5981.57715 [1629] validation_0-mae:3963.43237 validation_1-mae:5981.64795 [1630] validation_0-mae:3962.63599 validation_1-mae:5981.91357 [1631] validation_0-mae:3962.10962 validation_1-mae:5981.95215 [1632] validation_0-mae:3961.65869 validation_1-mae:5981.78418 [1633] validation_0-mae:3961.05176 validation_1-mae:5981.82080 [1634] validation_0-mae:3960.69531 validation_1-mae:5981.77637 [1635] validation_0-mae:3960.06152 validation_1-mae:5981.83691 [1636] validation_0-mae:3959.34009 validation_1-mae:5982.11572 [1637] validation_0-mae:3958.99731 validation_1-mae:5982.16406 [1638] validation_0-mae:3958.53784 validation_1-mae:5982.41992 [1639] validation_0-mae:3957.93970 validation_1-mae:5982.35596 [1640] validation_0-mae:3957.42627 validation_1-mae:5982.18262 [1641] validation_0-mae:3956.69214 validation_1-mae:5982.08496 [1642] validation_0-mae:3955.82935 validation_1-mae:5982.34668 [1643] validation_0-mae:3955.31641 validation_1-mae:5982.41162 [1644] validation_0-mae:3954.59399 validation_1-mae:5982.66357 [1645] validation_0-mae:3953.41064 validation_1-mae:5982.65088 [1646] validation_0-mae:3952.86523 validation_1-mae:5982.60791 [1647] validation_0-mae:3951.95654 validation_1-mae:5982.94092 [1648] validation_0-mae:3951.19727 validation_1-mae:5982.95752 [1649] validation_0-mae:3950.21240 validation_1-mae:5983.19092 [1650] validation_0-mae:3949.17041 validation_1-mae:5983.17822 [1651] validation_0-mae:3947.57080 validation_1-mae:5983.39990 [1652] validation_0-mae:3946.74145 validation_1-mae:5983.46826 [1653] validation_0-mae:3945.46338 validation_1-mae:5983.20605 [1654] validation_0-mae:3944.20825 validation_1-mae:5983.28711 [1655] validation_0-mae:3943.79468 validation_1-mae:5983.31348 [1656] validation_0-mae:3942.68140 validation_1-mae:5983.00732 [1657] validation_0-mae:3941.30786 validation_1-mae:5983.55811 [1658] validation_0-mae:3940.04810 validation_1-mae:5983.50977 [1659] validation_0-mae:3939.28833 validation_1-mae:5983.51416 [1660] validation_0-mae:3938.34375 validation_1-mae:5983.64014 [1661] validation_0-mae:3937.74243 validation_1-mae:5983.52441 [1662] validation_0-mae:3937.25928 validation_1-mae:5983.45898 [1663] validation_0-mae:3936.80713 validation_1-mae:5983.59277 [1664] validation_0-mae:3936.54688 validation_1-mae:5983.85791 [1665] validation_0-mae:3936.22217 validation_1-mae:5983.92578 [1666] validation_0-mae:3935.40283 validation_1-mae:5983.89307 [1667] validation_0-mae:3933.98144 validation_1-mae:5983.57812 [1668] validation_0-mae:3933.38013 validation_1-mae:5983.57178 [1669] validation_0-mae:3933.32251 validation_1-mae:5983.60791 [1670] validation_0-mae:3931.75317 validation_1-mae:5984.04395 [1671] validation_0-mae:3930.61108 validation_1-mae:5983.65137 [1672] validation_0-mae:3929.83569 validation_1-mae:5984.01807 [1673] validation_0-mae:3929.05542 validation_1-mae:5983.78760 [1674] validation_0-mae:3928.25391 validation_1-mae:5983.80957 [1675] validation_0-mae:3927.03540 validation_1-mae:5983.56152 [1676] validation_0-mae:3926.56592 validation_1-mae:5983.53955 [1677] validation_0-mae:3925.05566 validation_1-mae:5982.87451 [1678] validation_0-mae:3924.57959 validation_1-mae:5982.75195 [1679] validation_0-mae:3923.77417 validation_1-mae:5982.66992 [1680] validation_0-mae:3922.78662 validation_1-mae:5982.69385 [1681] validation_0-mae:3921.30103 validation_1-mae:5982.70361 [1682] validation_0-mae:3920.30005 validation_1-mae:5983.40625 [1683] validation_0-mae:3919.25049 validation_1-mae:5984.34131 [1684] validation_0-mae:3918.18213 validation_1-mae:5984.35547 [1685] validation_0-mae:3917.63208 validation_1-mae:5984.64453 [1686] validation_0-mae:3916.93115 validation_1-mae:5984.97119 [1687] validation_0-mae:3915.73877 validation_1-mae:5985.50928 [1688] validation_0-mae:3914.72485 validation_1-mae:5985.79248 [1689] validation_0-mae:3913.76611 validation_1-mae:5986.01807 [1690] validation_0-mae:3912.52002 validation_1-mae:5986.81397 [1691] validation_0-mae:3911.68359 validation_1-mae:5986.89453 [1692] validation_0-mae:3910.75586 validation_1-mae:5987.00732 [1693] validation_0-mae:3909.26416 validation_1-mae:5987.74561 [1694] validation_0-mae:3908.46191 validation_1-mae:5987.64941 [1695] validation_0-mae:3907.03467 validation_1-mae:5988.61523 [1696] validation_0-mae:3906.22485 validation_1-mae:5988.60547 [1697] validation_0-mae:3905.25317 validation_1-mae:5988.31250 [1698] validation_0-mae:3903.77100 validation_1-mae:5988.77197 [1699] validation_0-mae:3902.81738 validation_1-mae:5988.59863 Dropping: dti [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20745.88867 [4] validation_0-mae:19043.08594 validation_1-mae:18783.02148 [5] validation_0-mae:17301.18555 validation_1-mae:17050.82422 [6] validation_0-mae:15788.85156 validation_1-mae:15547.12598 [7] validation_0-mae:14475.86523 validation_1-mae:14247.95606 [8] validation_0-mae:13346.72363 validation_1-mae:13125.76660 [9] validation_0-mae:12383.51367 validation_1-mae:12165.98926 [10] validation_0-mae:11563.51367 validation_1-mae:11349.86426 [11] validation_0-mae:10874.35449 validation_1-mae:10668.20801 [12] validation_0-mae:10304.22168 validation_1-mae:10106.29981 [13] validation_0-mae:9819.97461 validation_1-mae:9626.69824 [14] validation_0-mae:9418.90527 validation_1-mae:9236.16602 [15] validation_0-mae:9084.41894 validation_1-mae:8908.73828 [16] validation_0-mae:8802.76660 validation_1-mae:8637.32910 [17] validation_0-mae:8567.56836 validation_1-mae:8412.89746 [18] validation_0-mae:8374.73828 validation_1-mae:8224.71973 [19] validation_0-mae:8211.97070 validation_1-mae:8071.78027 [20] validation_0-mae:8069.25439 validation_1-mae:7940.64404 [21] validation_0-mae:7944.89600 validation_1-mae:7832.72461 [22] validation_0-mae:7846.75684 validation_1-mae:7746.29785 [23] validation_0-mae:7760.49268 validation_1-mae:7677.16943 [24] validation_0-mae:7676.77881 validation_1-mae:7598.82275 [25] validation_0-mae:7604.22461 validation_1-mae:7535.50244 [26] validation_0-mae:7548.76904 validation_1-mae:7488.71777 [27] validation_0-mae:7488.48926 validation_1-mae:7434.68750 [28] validation_0-mae:7439.25342 validation_1-mae:7393.38965 [29] validation_0-mae:7397.08154 validation_1-mae:7359.21777 [30] validation_0-mae:7361.37988 validation_1-mae:7328.75244 [31] validation_0-mae:7320.82324 validation_1-mae:7292.15869 [32] validation_0-mae:7292.41406 validation_1-mae:7274.69189 [33] validation_0-mae:7264.21289 validation_1-mae:7254.06201 [34] validation_0-mae:7233.89893 validation_1-mae:7234.10352 [35] validation_0-mae:7202.42920 validation_1-mae:7209.45996 [36] validation_0-mae:7185.20361 validation_1-mae:7196.04492 [37] validation_0-mae:7167.49853 validation_1-mae:7186.02978 [38] validation_0-mae:7142.06152 validation_1-mae:7164.53125 [39] validation_0-mae:7120.69287 validation_1-mae:7147.34424 [40] validation_0-mae:7102.86865 validation_1-mae:7136.97656 [41] validation_0-mae:7086.70312 validation_1-mae:7124.58203 [42] validation_0-mae:7069.58447 validation_1-mae:7113.83984 [43] validation_0-mae:7049.53027 validation_1-mae:7100.03076 [44] validation_0-mae:7037.13135 validation_1-mae:7089.35010 [45] validation_0-mae:7011.87891 validation_1-mae:7068.90674 [46] validation_0-mae:6988.43945 validation_1-mae:7049.10742 [47] validation_0-mae:6972.56152 validation_1-mae:7041.04004 [48] validation_0-mae:6947.87549 validation_1-mae:7022.57129 [49] validation_0-mae:6933.69238 validation_1-mae:7012.52100 [50] validation_0-mae:6915.77148 validation_1-mae:6999.59277 [51] validation_0-mae:6900.55615 validation_1-mae:6987.14355 [52] validation_0-mae:6889.27197 validation_1-mae:6981.43262 [53] validation_0-mae:6875.39160 validation_1-mae:6971.82520 [54] validation_0-mae:6865.36963 validation_1-mae:6967.64795 [55] validation_0-mae:6847.73633 validation_1-mae:6952.01807 [56] validation_0-mae:6831.06250 validation_1-mae:6937.59375 [57] validation_0-mae:6822.33252 validation_1-mae:6933.46045 [58] validation_0-mae:6810.88574 validation_1-mae:6922.97022 [59] validation_0-mae:6795.66113 validation_1-mae:6909.62891 [60] validation_0-mae:6783.38623 validation_1-mae:6898.70508 [61] validation_0-mae:6770.12353 validation_1-mae:6890.49316 [62] validation_0-mae:6758.69922 validation_1-mae:6880.81152 [63] validation_0-mae:6745.79736 validation_1-mae:6869.42725 [64] validation_0-mae:6735.05664 validation_1-mae:6861.98779 [65] validation_0-mae:6720.97022 validation_1-mae:6853.90674 [66] validation_0-mae:6707.59766 validation_1-mae:6843.86279 [67] validation_0-mae:6697.44971 validation_1-mae:6835.87012 [68] validation_0-mae:6681.71289 validation_1-mae:6823.19629 [69] validation_0-mae:6674.26904 validation_1-mae:6820.11719 [70] validation_0-mae:6661.05762 validation_1-mae:6810.68115 [71] validation_0-mae:6648.99853 validation_1-mae:6800.67236 [72] validation_0-mae:6638.93262 validation_1-mae:6793.47559 [73] validation_0-mae:6625.05029 validation_1-mae:6780.06543 [74] validation_0-mae:6616.62842 validation_1-mae:6775.62256 [75] validation_0-mae:6610.62012 validation_1-mae:6771.26221 [76] validation_0-mae:6603.80420 validation_1-mae:6765.02881 [77] validation_0-mae:6596.43213 validation_1-mae:6759.29834 [78] validation_0-mae:6586.54492 validation_1-mae:6752.36865 [79] validation_0-mae:6568.51367 validation_1-mae:6738.96924 [80] validation_0-mae:6559.98779 validation_1-mae:6730.63965 [81] validation_0-mae:6554.15430 validation_1-mae:6727.61328 [82] validation_0-mae:6549.21728 validation_1-mae:6724.74756 [83] validation_0-mae:6538.87939 validation_1-mae:6715.71973 [84] validation_0-mae:6527.83887 validation_1-mae:6708.30469 [85] validation_0-mae:6517.57812 validation_1-mae:6700.33643 [86] validation_0-mae:6507.20898 validation_1-mae:6691.22217 [87] validation_0-mae:6496.58496 validation_1-mae:6682.49658 [88] validation_0-mae:6488.78564 validation_1-mae:6676.76514 [89] validation_0-mae:6481.41064 validation_1-mae:6672.46533 [90] validation_0-mae:6472.61816 validation_1-mae:6666.07324 [91] validation_0-mae:6465.72559 validation_1-mae:6660.33105 [92] validation_0-mae:6457.99121 validation_1-mae:6656.80420 [93] validation_0-mae:6449.30420 validation_1-mae:6651.79150 [94] validation_0-mae:6442.65039 validation_1-mae:6649.46484 [95] validation_0-mae:6436.48730 validation_1-mae:6645.94629 [96] validation_0-mae:6430.90332 validation_1-mae:6642.15527 [97] validation_0-mae:6421.56250 validation_1-mae:6634.01709 [98] validation_0-mae:6414.93213 validation_1-mae:6628.63916 [99] validation_0-mae:6408.81934 validation_1-mae:6626.45508 [100] validation_0-mae:6401.79639 validation_1-mae:6621.63135 [101] validation_0-mae:6395.25635 validation_1-mae:6617.38037 [102] validation_0-mae:6385.71338 validation_1-mae:6610.90723 [103] validation_0-mae:6382.72900 validation_1-mae:6608.94531 [104] validation_0-mae:6371.06250 validation_1-mae:6601.38037 [105] validation_0-mae:6365.32129 validation_1-mae:6597.01123 [106] validation_0-mae:6359.92432 validation_1-mae:6593.16064 [107] validation_0-mae:6356.36768 validation_1-mae:6589.88770 [108] validation_0-mae:6352.00342 validation_1-mae:6587.56641 [109] validation_0-mae:6346.24951 validation_1-mae:6585.15723 [110] validation_0-mae:6340.13330 validation_1-mae:6582.20605 [111] validation_0-mae:6336.01221 validation_1-mae:6579.80322 [112] validation_0-mae:6334.55664 validation_1-mae:6579.01562 [113] validation_0-mae:6329.98633 validation_1-mae:6575.60254 [114] validation_0-mae:6324.93555 validation_1-mae:6570.70020 [115] validation_0-mae:6322.37793 validation_1-mae:6568.94482 [116] validation_0-mae:6315.32031 validation_1-mae:6564.26807 [117] validation_0-mae:6308.36768 validation_1-mae:6560.55957 [118] validation_0-mae:6303.34863 validation_1-mae:6558.77637 [119] validation_0-mae:6296.85205 validation_1-mae:6554.84863 [120] validation_0-mae:6288.07471 validation_1-mae:6547.01270 [121] validation_0-mae:6284.52734 validation_1-mae:6545.42529 [122] validation_0-mae:6276.71338 validation_1-mae:6540.11572 [123] validation_0-mae:6267.93262 validation_1-mae:6533.70752 [124] validation_0-mae:6266.17139 validation_1-mae:6532.95947 [125] validation_0-mae:6262.60596 validation_1-mae:6531.30957 [126] validation_0-mae:6259.45703 validation_1-mae:6530.08154 [127] validation_0-mae:6253.46240 validation_1-mae:6526.04443 [128] validation_0-mae:6248.24853 validation_1-mae:6523.28418 [129] validation_0-mae:6241.56152 validation_1-mae:6517.04053 [130] validation_0-mae:6238.41699 validation_1-mae:6515.79639 [131] validation_0-mae:6232.85693 validation_1-mae:6514.65137 [132] validation_0-mae:6224.98584 validation_1-mae:6508.96875 [133] validation_0-mae:6221.24707 validation_1-mae:6507.00049 [134] validation_0-mae:6217.68555 validation_1-mae:6504.57959 [135] validation_0-mae:6212.77783 validation_1-mae:6502.63965 [136] validation_0-mae:6210.53906 validation_1-mae:6500.99707 [137] validation_0-mae:6207.04492 validation_1-mae:6498.83838 [138] validation_0-mae:6200.93945 validation_1-mae:6495.64355 [139] validation_0-mae:6193.73633 validation_1-mae:6491.68750 [140] validation_0-mae:6186.27246 validation_1-mae:6485.87012 [141] validation_0-mae:6181.36182 validation_1-mae:6481.44238 [142] validation_0-mae:6177.78174 validation_1-mae:6479.80371 [143] validation_0-mae:6173.85156 validation_1-mae:6478.87695 [144] validation_0-mae:6168.60400 validation_1-mae:6476.18945 [145] validation_0-mae:6165.00439 validation_1-mae:6473.40772 [146] validation_0-mae:6161.79785 validation_1-mae:6472.16455 [147] validation_0-mae:6158.32227 validation_1-mae:6471.09522 [148] validation_0-mae:6156.34424 validation_1-mae:6469.36133 [149] validation_0-mae:6151.42041 validation_1-mae:6466.61963 [150] validation_0-mae:6146.97852 validation_1-mae:6464.21680 [151] validation_0-mae:6144.58643 validation_1-mae:6462.91064 [152] validation_0-mae:6140.71582 validation_1-mae:6461.82324 [153] validation_0-mae:6136.57031 validation_1-mae:6460.00684 [154] validation_0-mae:6132.72510 validation_1-mae:6459.40430 [155] validation_0-mae:6131.06250 validation_1-mae:6459.83594 [156] validation_0-mae:6128.52148 validation_1-mae:6457.84033 [157] validation_0-mae:6124.57666 validation_1-mae:6455.87842 [158] validation_0-mae:6117.13574 validation_1-mae:6450.22461 [159] validation_0-mae:6112.59375 validation_1-mae:6447.41748 [160] validation_0-mae:6110.81152 validation_1-mae:6446.44238 [161] validation_0-mae:6105.97754 validation_1-mae:6442.41504 [162] validation_0-mae:6104.47705 validation_1-mae:6441.66406 [163] validation_0-mae:6100.73730 validation_1-mae:6439.92969 [164] validation_0-mae:6094.58838 validation_1-mae:6437.36963 [165] validation_0-mae:6090.67041 validation_1-mae:6435.41113 [166] validation_0-mae:6086.70850 validation_1-mae:6432.18945 [167] validation_0-mae:6082.53662 validation_1-mae:6430.86621 [168] validation_0-mae:6080.54346 validation_1-mae:6429.43262 [169] validation_0-mae:6075.80566 validation_1-mae:6426.59033 [170] validation_0-mae:6072.36182 validation_1-mae:6424.81543 [171] validation_0-mae:6069.37061 validation_1-mae:6423.29395 [172] validation_0-mae:6066.73340 validation_1-mae:6422.50781 [173] validation_0-mae:6061.65723 validation_1-mae:6418.07617 [174] validation_0-mae:6057.96436 validation_1-mae:6416.84570 [175] validation_0-mae:6056.41357 validation_1-mae:6416.36035 [176] validation_0-mae:6051.70703 validation_1-mae:6414.22314 [177] validation_0-mae:6048.31397 validation_1-mae:6413.36230 [178] validation_0-mae:6044.21094 validation_1-mae:6409.99512 [179] validation_0-mae:6039.08594 validation_1-mae:6409.67236 [180] validation_0-mae:6035.59961 validation_1-mae:6408.16992 [181] validation_0-mae:6031.49316 validation_1-mae:6405.38428 [182] validation_0-mae:6029.40430 validation_1-mae:6403.93701 [183] validation_0-mae:6026.75781 validation_1-mae:6403.35889 [184] validation_0-mae:6020.98145 validation_1-mae:6398.97559 [185] validation_0-mae:6016.62207 validation_1-mae:6398.15137 [186] validation_0-mae:6011.19971 validation_1-mae:6393.60010 [187] validation_0-mae:6006.82861 validation_1-mae:6392.32471 [188] validation_0-mae:6003.78711 validation_1-mae:6390.76172 [189] validation_0-mae:6002.21143 validation_1-mae:6390.12988 [190] validation_0-mae:5999.04639 validation_1-mae:6389.13281 [191] validation_0-mae:5994.60547 validation_1-mae:6386.73145 [192] validation_0-mae:5991.58740 validation_1-mae:6384.74951 [193] validation_0-mae:5988.73975 validation_1-mae:6383.47754 [194] validation_0-mae:5982.81934 validation_1-mae:6381.19971 [195] validation_0-mae:5978.07910 validation_1-mae:6379.39600 [196] validation_0-mae:5974.74853 validation_1-mae:6378.56543 [197] validation_0-mae:5972.34522 validation_1-mae:6376.79004 [198] validation_0-mae:5971.13281 validation_1-mae:6376.84033 [199] validation_0-mae:5969.43945 validation_1-mae:6375.91357 [200] validation_0-mae:5964.43213 validation_1-mae:6371.99463 [201] validation_0-mae:5961.01025 validation_1-mae:6370.83447 [202] validation_0-mae:5957.51953 validation_1-mae:6367.68262 [203] validation_0-mae:5953.35791 validation_1-mae:6363.60352 [204] validation_0-mae:5951.29883 validation_1-mae:6362.39600 [205] validation_0-mae:5948.13672 validation_1-mae:6361.71680 [206] validation_0-mae:5946.51172 validation_1-mae:6361.42773 [207] validation_0-mae:5942.49561 validation_1-mae:6360.04639 [208] validation_0-mae:5938.53272 validation_1-mae:6358.34033 [209] validation_0-mae:5936.46973 validation_1-mae:6357.77930 [210] validation_0-mae:5934.10840 validation_1-mae:6357.04297 [211] validation_0-mae:5932.31787 validation_1-mae:6355.68603 [212] validation_0-mae:5928.76123 validation_1-mae:6354.04395 [213] validation_0-mae:5927.00098 validation_1-mae:6352.72022 [214] validation_0-mae:5924.53174 validation_1-mae:6351.54883 [215] validation_0-mae:5921.02295 validation_1-mae:6351.06445 [216] validation_0-mae:5917.61523 validation_1-mae:6349.35742 [217] validation_0-mae:5914.12744 validation_1-mae:6347.34863 [218] validation_0-mae:5912.23877 validation_1-mae:6346.88770 [219] validation_0-mae:5908.16113 validation_1-mae:6343.77295 [220] validation_0-mae:5906.39648 validation_1-mae:6343.50781 [221] validation_0-mae:5904.53369 validation_1-mae:6342.54199 [222] validation_0-mae:5901.02588 validation_1-mae:6341.45898 [223] validation_0-mae:5897.09082 validation_1-mae:6340.70068 [224] validation_0-mae:5895.47949 validation_1-mae:6340.65723 [225] validation_0-mae:5893.74316 validation_1-mae:6339.40381 [226] validation_0-mae:5887.00977 validation_1-mae:6336.69092 [227] validation_0-mae:5884.10742 validation_1-mae:6336.07520 [228] validation_0-mae:5881.73389 validation_1-mae:6335.04443 [229] validation_0-mae:5877.78711 validation_1-mae:6332.33936 [230] validation_0-mae:5875.02978 validation_1-mae:6332.33350 [231] validation_0-mae:5872.67236 validation_1-mae:6332.14600 [232] validation_0-mae:5868.94775 validation_1-mae:6328.70605 [233] validation_0-mae:5861.03516 validation_1-mae:6322.92041 [234] validation_0-mae:5857.14990 validation_1-mae:6321.13525 [235] validation_0-mae:5854.32568 validation_1-mae:6319.25830 [236] validation_0-mae:5850.32227 validation_1-mae:6318.16309 [237] validation_0-mae:5849.28272 validation_1-mae:6317.40332 [238] validation_0-mae:5847.24561 validation_1-mae:6316.46045 [239] validation_0-mae:5846.19385 validation_1-mae:6316.80859 [240] validation_0-mae:5842.82129 validation_1-mae:6315.03418 [241] validation_0-mae:5840.39648 validation_1-mae:6313.45557 [242] validation_0-mae:5837.85156 validation_1-mae:6312.48975 [243] validation_0-mae:5836.11328 validation_1-mae:6312.44727 [244] validation_0-mae:5835.10449 validation_1-mae:6312.32715 [245] validation_0-mae:5832.51270 validation_1-mae:6312.03272 [246] validation_0-mae:5826.95264 validation_1-mae:6308.89355 [247] validation_0-mae:5822.82129 validation_1-mae:6306.19141 [248] validation_0-mae:5819.44922 validation_1-mae:6304.71777 [249] validation_0-mae:5816.52930 validation_1-mae:6304.60156 [250] validation_0-mae:5814.84082 validation_1-mae:6304.51074 [251] validation_0-mae:5814.04053 validation_1-mae:6304.53906 [252] validation_0-mae:5811.99316 validation_1-mae:6303.60303 [253] validation_0-mae:5807.60742 validation_1-mae:6301.25293 [254] validation_0-mae:5805.74561 validation_1-mae:6300.49609 [255] validation_0-mae:5803.76855 validation_1-mae:6300.37793 [256] validation_0-mae:5801.14551 validation_1-mae:6300.90430 [257] validation_0-mae:5795.21680 validation_1-mae:6297.59228 [258] validation_0-mae:5792.49756 validation_1-mae:6296.74170 [259] validation_0-mae:5789.24512 validation_1-mae:6295.02051 [260] validation_0-mae:5785.01807 validation_1-mae:6293.95361 [261] validation_0-mae:5783.08105 validation_1-mae:6292.88623 [262] validation_0-mae:5780.59522 validation_1-mae:6292.05957 [263] validation_0-mae:5778.89209 validation_1-mae:6291.20312 [264] validation_0-mae:5778.30762 validation_1-mae:6290.74951 [265] validation_0-mae:5775.96631 validation_1-mae:6290.95850 [266] validation_0-mae:5773.56494 validation_1-mae:6290.69873 [267] validation_0-mae:5769.80225 validation_1-mae:6289.61328 [268] validation_0-mae:5767.63037 validation_1-mae:6290.06641 [269] validation_0-mae:5765.25293 validation_1-mae:6288.24121 [270] validation_0-mae:5762.51367 validation_1-mae:6286.78272 [271] validation_0-mae:5755.62744 validation_1-mae:6282.38184 [272] validation_0-mae:5754.12939 validation_1-mae:6281.57959 [273] validation_0-mae:5748.86523 validation_1-mae:6280.19922 [274] validation_0-mae:5742.35156 validation_1-mae:6275.60547 [275] validation_0-mae:5741.85498 validation_1-mae:6275.45654 [276] validation_0-mae:5739.00049 validation_1-mae:6275.31055 [277] validation_0-mae:5736.19824 validation_1-mae:6274.73047 [278] validation_0-mae:5734.11133 validation_1-mae:6273.75586 [279] validation_0-mae:5732.16699 validation_1-mae:6273.15820 [280] validation_0-mae:5728.93066 validation_1-mae:6272.34619 [281] validation_0-mae:5724.71924 validation_1-mae:6270.14355 [282] validation_0-mae:5720.34814 validation_1-mae:6269.14648 [283] validation_0-mae:5718.47607 validation_1-mae:6268.17725 [284] validation_0-mae:5715.03857 validation_1-mae:6265.73193 [285] validation_0-mae:5713.70264 validation_1-mae:6264.95215 [286] validation_0-mae:5709.51562 validation_1-mae:6263.72559 [287] validation_0-mae:5708.50098 validation_1-mae:6263.26270 [288] validation_0-mae:5707.25439 validation_1-mae:6262.44580 [289] validation_0-mae:5703.15625 validation_1-mae:6260.64893 [290] validation_0-mae:5699.74805 validation_1-mae:6259.59863 [291] validation_0-mae:5697.54688 validation_1-mae:6259.91064 [292] validation_0-mae:5695.96289 validation_1-mae:6259.79834 [293] validation_0-mae:5692.70020 validation_1-mae:6257.35742 [294] validation_0-mae:5688.05078 validation_1-mae:6254.90772 [295] validation_0-mae:5686.60010 validation_1-mae:6254.96728 [296] validation_0-mae:5684.50928 validation_1-mae:6253.58740 [297] validation_0-mae:5679.61426 validation_1-mae:6250.70264 [298] validation_0-mae:5676.58789 validation_1-mae:6250.16357 [299] validation_0-mae:5674.82666 validation_1-mae:6250.39893 [300] validation_0-mae:5673.43603 validation_1-mae:6249.75488 [301] validation_0-mae:5670.87647 validation_1-mae:6249.23145 [302] validation_0-mae:5668.86377 validation_1-mae:6248.36719 [303] validation_0-mae:5668.35596 validation_1-mae:6248.42627 [304] validation_0-mae:5666.03027 validation_1-mae:6247.29443 [305] validation_0-mae:5661.41748 validation_1-mae:6245.28809 [306] validation_0-mae:5657.53467 validation_1-mae:6243.38818 [307] validation_0-mae:5655.17529 validation_1-mae:6242.81397 [308] validation_0-mae:5653.05078 validation_1-mae:6241.54932 [309] validation_0-mae:5651.19629 validation_1-mae:6240.33496 [310] validation_0-mae:5648.45703 validation_1-mae:6239.44922 [311] validation_0-mae:5646.72852 validation_1-mae:6239.29150 [312] validation_0-mae:5644.47900 validation_1-mae:6239.92969 [313] validation_0-mae:5643.60596 validation_1-mae:6239.24365 [314] validation_0-mae:5639.75732 validation_1-mae:6238.43652 [315] validation_0-mae:5637.16113 validation_1-mae:6237.32666 [316] validation_0-mae:5635.67676 validation_1-mae:6236.92676 [317] validation_0-mae:5632.80811 validation_1-mae:6235.59473 [318] validation_0-mae:5630.12451 validation_1-mae:6235.12256 [319] validation_0-mae:5623.86914 validation_1-mae:6232.72363 [320] validation_0-mae:5621.50830 validation_1-mae:6231.89502 [321] validation_0-mae:5619.60400 validation_1-mae:6231.21533 [322] validation_0-mae:5619.10693 validation_1-mae:6231.43164 [323] validation_0-mae:5617.96826 validation_1-mae:6230.97656 [324] validation_0-mae:5612.79492 validation_1-mae:6228.74463 [325] validation_0-mae:5611.26758 validation_1-mae:6227.74658 [326] validation_0-mae:5609.47412 validation_1-mae:6227.61914 [327] validation_0-mae:5608.74805 validation_1-mae:6227.62647 [328] validation_0-mae:5604.40332 validation_1-mae:6225.52344 [329] validation_0-mae:5602.70215 validation_1-mae:6224.46533 [330] validation_0-mae:5600.61328 validation_1-mae:6224.27393 [331] validation_0-mae:5598.42236 validation_1-mae:6223.59375 [332] validation_0-mae:5596.58203 validation_1-mae:6222.42969 [333] validation_0-mae:5593.58057 validation_1-mae:6220.39844 [334] validation_0-mae:5591.05762 validation_1-mae:6219.96436 [335] validation_0-mae:5587.44678 validation_1-mae:6218.92139 [336] validation_0-mae:5584.88770 validation_1-mae:6217.07617 [337] validation_0-mae:5580.31543 validation_1-mae:6215.07666 [338] validation_0-mae:5577.71777 validation_1-mae:6214.32324 [339] validation_0-mae:5575.91602 validation_1-mae:6212.76270 [340] validation_0-mae:5573.01611 validation_1-mae:6212.60156 [341] validation_0-mae:5571.84228 validation_1-mae:6212.48682 [342] validation_0-mae:5570.67578 validation_1-mae:6211.88477 [343] validation_0-mae:5568.82471 validation_1-mae:6211.62451 [344] validation_0-mae:5567.43701 validation_1-mae:6211.17822 [345] validation_0-mae:5563.81934 validation_1-mae:6209.34082 [346] validation_0-mae:5563.14990 validation_1-mae:6209.31738 [347] validation_0-mae:5560.78613 validation_1-mae:6208.89551 [348] validation_0-mae:5559.72998 validation_1-mae:6208.63379 [349] validation_0-mae:5557.59522 validation_1-mae:6208.24805 [350] validation_0-mae:5554.94482 validation_1-mae:6206.79834 [351] validation_0-mae:5554.04297 validation_1-mae:6206.98633 [352] validation_0-mae:5551.59766 validation_1-mae:6206.84277 [353] validation_0-mae:5548.09814 validation_1-mae:6205.18750 [354] validation_0-mae:5546.49365 validation_1-mae:6204.07910 [355] validation_0-mae:5542.94092 validation_1-mae:6202.46484 [356] validation_0-mae:5540.55029 validation_1-mae:6201.43066 [357] validation_0-mae:5537.51025 validation_1-mae:6200.47168 [358] validation_0-mae:5535.97852 validation_1-mae:6200.68115 [359] validation_0-mae:5535.35889 validation_1-mae:6201.33057 [360] validation_0-mae:5533.97998 validation_1-mae:6200.91992 [361] validation_0-mae:5531.05762 validation_1-mae:6200.05811 [362] validation_0-mae:5529.84033 validation_1-mae:6199.60645 [363] validation_0-mae:5528.22510 validation_1-mae:6199.33203 [364] validation_0-mae:5526.52051 validation_1-mae:6198.42969 [365] validation_0-mae:5523.46436 validation_1-mae:6196.76953 [366] validation_0-mae:5521.30859 validation_1-mae:6196.16309 [367] validation_0-mae:5519.21631 validation_1-mae:6194.50537 [368] validation_0-mae:5515.39014 validation_1-mae:6192.84131 [369] validation_0-mae:5513.60986 validation_1-mae:6192.54736 [370] validation_0-mae:5511.90723 validation_1-mae:6192.72998 [371] validation_0-mae:5510.15478 validation_1-mae:6193.23193 [372] validation_0-mae:5506.85693 validation_1-mae:6192.69531 [373] validation_0-mae:5502.56641 validation_1-mae:6190.55273 [374] validation_0-mae:5500.55127 validation_1-mae:6189.88721 [375] validation_0-mae:5498.63818 validation_1-mae:6188.93311 [376] validation_0-mae:5493.84668 validation_1-mae:6186.48584 [377] validation_0-mae:5492.90674 validation_1-mae:6186.65234 [378] validation_0-mae:5492.59668 validation_1-mae:6186.57178 [379] validation_0-mae:5490.25732 validation_1-mae:6185.90625 [380] validation_0-mae:5487.94092 validation_1-mae:6185.39600 [381] validation_0-mae:5485.08252 validation_1-mae:6183.95557 [382] validation_0-mae:5481.67725 validation_1-mae:6182.57910 [383] validation_0-mae:5476.50586 validation_1-mae:6180.88428 [384] validation_0-mae:5475.52393 validation_1-mae:6180.78467 [385] validation_0-mae:5474.21533 validation_1-mae:6180.79248 [386] validation_0-mae:5472.53516 validation_1-mae:6180.49658 [387] validation_0-mae:5469.97070 validation_1-mae:6179.97998 [388] validation_0-mae:5468.79785 validation_1-mae:6179.93506 [389] validation_0-mae:5465.72314 validation_1-mae:6178.83447 [390] validation_0-mae:5463.07764 validation_1-mae:6178.75684 [391] validation_0-mae:5459.94141 validation_1-mae:6176.71973 [392] validation_0-mae:5457.33496 validation_1-mae:6176.75342 [393] validation_0-mae:5454.80322 validation_1-mae:6177.37305 [394] validation_0-mae:5451.56494 validation_1-mae:6176.16699 [395] validation_0-mae:5448.24609 validation_1-mae:6174.48242 [396] validation_0-mae:5444.37549 validation_1-mae:6173.15820 [397] validation_0-mae:5442.57422 validation_1-mae:6172.52686 [398] validation_0-mae:5440.18652 validation_1-mae:6171.73926 [399] validation_0-mae:5437.20605 validation_1-mae:6170.06494 [400] validation_0-mae:5435.22998 validation_1-mae:6169.54688 [401] validation_0-mae:5432.44824 validation_1-mae:6167.88965 [402] validation_0-mae:5431.15186 validation_1-mae:6167.48584 [403] validation_0-mae:5429.42676 validation_1-mae:6167.27539 [404] validation_0-mae:5427.35938 validation_1-mae:6165.80566 [405] validation_0-mae:5427.12647 validation_1-mae:6165.65869 [406] validation_0-mae:5426.33008 validation_1-mae:6165.50439 [407] validation_0-mae:5424.30811 validation_1-mae:6163.69580 [408] validation_0-mae:5422.15820 validation_1-mae:6162.15137 [409] validation_0-mae:5420.85596 validation_1-mae:6162.22022 [410] validation_0-mae:5417.60693 validation_1-mae:6160.97070 [411] validation_0-mae:5416.44775 validation_1-mae:6160.77344 [412] validation_0-mae:5414.71875 validation_1-mae:6160.69189 [413] validation_0-mae:5413.00928 validation_1-mae:6160.73047 [414] validation_0-mae:5411.26953 validation_1-mae:6160.20557 [415] validation_0-mae:5407.11523 validation_1-mae:6160.10400 [416] validation_0-mae:5405.15283 validation_1-mae:6159.21191 [417] validation_0-mae:5403.86377 validation_1-mae:6159.58740 [418] validation_0-mae:5403.39795 validation_1-mae:6159.32861 [419] validation_0-mae:5399.66113 validation_1-mae:6157.57227 [420] validation_0-mae:5397.53857 validation_1-mae:6156.54932 [421] validation_0-mae:5395.87891 validation_1-mae:6156.55859 [422] validation_0-mae:5394.05371 validation_1-mae:6155.16797 [423] validation_0-mae:5393.06494 validation_1-mae:6154.90918 [424] validation_0-mae:5391.48096 validation_1-mae:6154.65576 [425] validation_0-mae:5390.10254 validation_1-mae:6154.55371 [426] validation_0-mae:5389.12647 validation_1-mae:6154.15723 [427] validation_0-mae:5388.56152 validation_1-mae:6153.87549 [428] validation_0-mae:5384.72949 validation_1-mae:6153.24170 [429] validation_0-mae:5383.05615 validation_1-mae:6151.69287 [430] validation_0-mae:5380.38379 validation_1-mae:6149.86523 [431] validation_0-mae:5378.46094 validation_1-mae:6149.24561 [432] validation_0-mae:5377.34912 validation_1-mae:6148.87891 [433] validation_0-mae:5374.64307 validation_1-mae:6148.91064 [434] validation_0-mae:5373.33887 validation_1-mae:6148.67676 [435] validation_0-mae:5371.37207 validation_1-mae:6147.60938 [436] validation_0-mae:5369.99902 validation_1-mae:6147.81885 [437] validation_0-mae:5368.42236 validation_1-mae:6147.09814 [438] validation_0-mae:5367.19775 validation_1-mae:6146.96728 [439] validation_0-mae:5365.76270 validation_1-mae:6146.16553 [440] validation_0-mae:5362.61328 validation_1-mae:6145.20020 [441] validation_0-mae:5361.11670 validation_1-mae:6145.01367 [442] validation_0-mae:5359.27637 validation_1-mae:6143.86426 [443] validation_0-mae:5358.12353 validation_1-mae:6142.85889 [444] validation_0-mae:5357.08789 validation_1-mae:6142.81250 [445] validation_0-mae:5354.10498 validation_1-mae:6141.64502 [446] validation_0-mae:5353.66064 validation_1-mae:6141.77588 [447] validation_0-mae:5352.27490 validation_1-mae:6141.76953 [448] validation_0-mae:5350.86865 validation_1-mae:6141.76367 [449] validation_0-mae:5350.05371 validation_1-mae:6141.51270 [450] validation_0-mae:5348.76953 validation_1-mae:6141.04736 [451] validation_0-mae:5347.47803 validation_1-mae:6140.70557 [452] validation_0-mae:5345.31006 validation_1-mae:6139.34082 [453] validation_0-mae:5343.66846 validation_1-mae:6139.43213 [454] validation_0-mae:5341.16797 validation_1-mae:6138.85547 [455] validation_0-mae:5339.16064 validation_1-mae:6138.30518 [456] validation_0-mae:5336.90527 validation_1-mae:6138.73145 [457] validation_0-mae:5335.87988 validation_1-mae:6138.74609 [458] validation_0-mae:5334.53516 validation_1-mae:6139.20264 [459] validation_0-mae:5332.49170 validation_1-mae:6138.00098 [460] validation_0-mae:5331.22217 validation_1-mae:6137.48340 [461] validation_0-mae:5329.71094 validation_1-mae:6137.38916 [462] validation_0-mae:5327.18701 validation_1-mae:6135.94922 [463] validation_0-mae:5325.12256 validation_1-mae:6136.25342 [464] validation_0-mae:5323.34180 validation_1-mae:6135.96582 [465] validation_0-mae:5322.30225 validation_1-mae:6135.95752 [466] validation_0-mae:5321.02148 validation_1-mae:6135.73047 [467] validation_0-mae:5319.06543 validation_1-mae:6136.48730 [468] validation_0-mae:5316.71143 validation_1-mae:6135.78320 [469] validation_0-mae:5314.14160 validation_1-mae:6135.17627 [470] validation_0-mae:5312.67627 validation_1-mae:6135.06250 [471] validation_0-mae:5311.49365 validation_1-mae:6134.88574 [472] validation_0-mae:5309.92480 validation_1-mae:6134.06934 [473] validation_0-mae:5308.78418 validation_1-mae:6133.63916 [474] validation_0-mae:5308.01416 validation_1-mae:6132.81006 [475] validation_0-mae:5305.01611 validation_1-mae:6133.26514 [476] validation_0-mae:5303.63867 validation_1-mae:6132.99658 [477] validation_0-mae:5301.41309 validation_1-mae:6133.32861 [478] validation_0-mae:5298.99756 validation_1-mae:6133.06543 [479] validation_0-mae:5296.49561 validation_1-mae:6132.35889 [480] validation_0-mae:5294.30176 validation_1-mae:6132.79492 [481] validation_0-mae:5293.59277 validation_1-mae:6132.62695 [482] validation_0-mae:5292.58350 validation_1-mae:6132.50244 [483] validation_0-mae:5291.39209 validation_1-mae:6132.15478 [484] validation_0-mae:5290.72754 validation_1-mae:6132.08789 [485] validation_0-mae:5289.85840 validation_1-mae:6132.03467 [486] validation_0-mae:5289.04004 validation_1-mae:6131.71680 [487] validation_0-mae:5286.50635 validation_1-mae:6131.41650 [488] validation_0-mae:5285.32031 validation_1-mae:6130.77637 [489] validation_0-mae:5284.15039 validation_1-mae:6130.67334 [490] validation_0-mae:5282.53174 validation_1-mae:6129.58496 [491] validation_0-mae:5282.42383 validation_1-mae:6129.65137 [492] validation_0-mae:5280.40723 validation_1-mae:6129.36133 [493] validation_0-mae:5279.47119 validation_1-mae:6129.15332 [494] validation_0-mae:5278.86182 validation_1-mae:6129.39746 [495] validation_0-mae:5276.96436 validation_1-mae:6129.48389 [496] validation_0-mae:5273.19775 validation_1-mae:6129.30078 [497] validation_0-mae:5270.43311 validation_1-mae:6130.32666 [498] validation_0-mae:5269.31201 validation_1-mae:6130.39209 [499] validation_0-mae:5267.45459 validation_1-mae:6129.82861 [500] validation_0-mae:5266.82422 validation_1-mae:6129.66992 [501] validation_0-mae:5264.12988 validation_1-mae:6130.74316 [502] validation_0-mae:5263.38184 validation_1-mae:6130.68994 [503] validation_0-mae:5261.86279 validation_1-mae:6130.38135 [504] validation_0-mae:5259.98486 validation_1-mae:6130.21191 [505] validation_0-mae:5259.20898 validation_1-mae:6130.03467 [506] validation_0-mae:5258.33008 validation_1-mae:6129.86572 [507] validation_0-mae:5256.48047 validation_1-mae:6129.25684 [508] validation_0-mae:5254.72217 validation_1-mae:6128.21924 [509] validation_0-mae:5254.11621 validation_1-mae:6128.21045 [510] validation_0-mae:5253.56103 validation_1-mae:6128.27588 [511] validation_0-mae:5252.97607 validation_1-mae:6128.19434 [512] validation_0-mae:5251.59863 validation_1-mae:6127.58398 [513] validation_0-mae:5249.28760 validation_1-mae:6125.87061 [514] validation_0-mae:5246.53320 validation_1-mae:6124.98633 [515] validation_0-mae:5240.71875 validation_1-mae:6123.20703 [516] validation_0-mae:5238.03174 validation_1-mae:6122.85840 [517] validation_0-mae:5236.32324 validation_1-mae:6122.80957 [518] validation_0-mae:5234.69629 validation_1-mae:6122.00684 [519] validation_0-mae:5232.26416 validation_1-mae:6121.05664 [520] validation_0-mae:5229.94287 validation_1-mae:6120.00488 [521] validation_0-mae:5228.18262 validation_1-mae:6119.59961 [522] validation_0-mae:5226.79492 validation_1-mae:6118.97217 [523] validation_0-mae:5225.29150 validation_1-mae:6117.85498 [524] validation_0-mae:5222.25391 validation_1-mae:6116.69873 [525] validation_0-mae:5220.18555 validation_1-mae:6116.70459 [526] validation_0-mae:5217.10498 validation_1-mae:6115.39697 [527] validation_0-mae:5215.53174 validation_1-mae:6116.53613 [528] validation_0-mae:5214.35596 validation_1-mae:6116.23828 [529] validation_0-mae:5212.46728 validation_1-mae:6114.91553 [530] validation_0-mae:5210.43945 validation_1-mae:6113.56299 [531] validation_0-mae:5208.63916 validation_1-mae:6114.30811 [532] validation_0-mae:5207.95947 validation_1-mae:6114.53223 [533] validation_0-mae:5206.46680 validation_1-mae:6113.81543 [534] validation_0-mae:5203.77588 validation_1-mae:6112.42969 [535] validation_0-mae:5202.47168 validation_1-mae:6111.78809 [536] validation_0-mae:5199.55176 validation_1-mae:6111.82666 [537] validation_0-mae:5198.80225 validation_1-mae:6111.64893 [538] validation_0-mae:5197.53662 validation_1-mae:6111.71289 [539] validation_0-mae:5197.22119 validation_1-mae:6111.73730 [540] validation_0-mae:5197.04199 validation_1-mae:6111.80225 [541] validation_0-mae:5196.23438 validation_1-mae:6111.77148 [542] validation_0-mae:5194.98389 validation_1-mae:6111.69727 [543] validation_0-mae:5193.41211 validation_1-mae:6111.54443 [544] validation_0-mae:5192.39258 validation_1-mae:6110.99658 [545] validation_0-mae:5191.45752 validation_1-mae:6110.78516 [546] validation_0-mae:5189.91992 validation_1-mae:6110.43506 [547] validation_0-mae:5188.71680 validation_1-mae:6110.23389 [548] validation_0-mae:5186.19482 validation_1-mae:6109.52197 [549] validation_0-mae:5183.66895 validation_1-mae:6108.57959 [550] validation_0-mae:5182.19141 validation_1-mae:6108.21387 [551] validation_0-mae:5180.86914 validation_1-mae:6108.12939 [552] validation_0-mae:5178.12451 validation_1-mae:6107.19482 [553] validation_0-mae:5175.43018 validation_1-mae:6106.38330 [554] validation_0-mae:5174.78125 validation_1-mae:6106.16992 [555] validation_0-mae:5173.49756 validation_1-mae:6105.71484 [556] validation_0-mae:5170.29541 validation_1-mae:6104.84082 [557] validation_0-mae:5169.00781 validation_1-mae:6104.34326 [558] validation_0-mae:5167.41064 validation_1-mae:6103.85498 [559] validation_0-mae:5166.61133 validation_1-mae:6103.61230 [560] validation_0-mae:5166.47510 validation_1-mae:6103.65918 [561] validation_0-mae:5165.54688 validation_1-mae:6103.62891 [562] validation_0-mae:5163.75488 validation_1-mae:6103.66162 [563] validation_0-mae:5163.31592 validation_1-mae:6103.92529 [564] validation_0-mae:5162.30811 validation_1-mae:6103.97217 [565] validation_0-mae:5161.54980 validation_1-mae:6104.02441 [566] validation_0-mae:5161.29736 validation_1-mae:6104.07471 [567] validation_0-mae:5158.93164 validation_1-mae:6103.01416 [568] validation_0-mae:5157.16748 validation_1-mae:6102.79541 [569] validation_0-mae:5155.89697 validation_1-mae:6103.25830 [570] validation_0-mae:5154.91113 validation_1-mae:6102.82422 [571] validation_0-mae:5153.17139 validation_1-mae:6103.13916 [572] validation_0-mae:5151.25537 validation_1-mae:6102.52978 [573] validation_0-mae:5149.52246 validation_1-mae:6102.21924 [574] validation_0-mae:5147.00928 validation_1-mae:6101.91260 [575] validation_0-mae:5145.56103 validation_1-mae:6101.70068 [576] validation_0-mae:5143.80566 validation_1-mae:6101.99121 [577] validation_0-mae:5141.70264 validation_1-mae:6102.46582 [578] validation_0-mae:5139.12256 validation_1-mae:6102.39941 [579] validation_0-mae:5137.03955 validation_1-mae:6101.43555 [580] validation_0-mae:5136.49414 validation_1-mae:6101.02295 [581] validation_0-mae:5135.48145 validation_1-mae:6100.61914 [582] validation_0-mae:5133.42725 validation_1-mae:6100.17139 [583] validation_0-mae:5130.86279 validation_1-mae:6099.56152 [584] validation_0-mae:5127.84424 validation_1-mae:6098.53223 [585] validation_0-mae:5126.02246 validation_1-mae:6097.90137 [586] validation_0-mae:5123.83887 validation_1-mae:6098.33740 [587] validation_0-mae:5122.52197 validation_1-mae:6098.37451 [588] validation_0-mae:5119.07275 validation_1-mae:6097.93213 [589] validation_0-mae:5115.12061 validation_1-mae:6097.46973 [590] validation_0-mae:5113.05908 validation_1-mae:6097.18652 [591] validation_0-mae:5111.49609 validation_1-mae:6097.45020 [592] validation_0-mae:5108.90137 validation_1-mae:6097.11035 [593] validation_0-mae:5107.56689 validation_1-mae:6097.11182 [594] validation_0-mae:5104.70703 validation_1-mae:6097.00684 [595] validation_0-mae:5102.36426 validation_1-mae:6095.87402 [596] validation_0-mae:5101.24512 validation_1-mae:6096.12061 [597] validation_0-mae:5099.79297 validation_1-mae:6095.80420 [598] validation_0-mae:5098.96631 validation_1-mae:6095.88281 [599] validation_0-mae:5097.75684 validation_1-mae:6095.61572 [600] validation_0-mae:5096.63379 validation_1-mae:6095.70410 [601] validation_0-mae:5095.14111 validation_1-mae:6095.69043 [602] validation_0-mae:5092.11865 validation_1-mae:6096.32861 [603] validation_0-mae:5090.30127 validation_1-mae:6096.20557 [604] validation_0-mae:5089.59375 validation_1-mae:6096.00586 [605] validation_0-mae:5088.85645 validation_1-mae:6095.72168 [606] validation_0-mae:5087.30127 validation_1-mae:6095.23730 [607] validation_0-mae:5085.87744 validation_1-mae:6095.09180 [608] validation_0-mae:5084.16113 validation_1-mae:6094.97314 [609] validation_0-mae:5082.51318 validation_1-mae:6094.25488 [610] validation_0-mae:5078.85547 validation_1-mae:6093.56787 [611] validation_0-mae:5076.83398 validation_1-mae:6092.85107 [612] validation_0-mae:5074.94727 validation_1-mae:6092.07910 [613] validation_0-mae:5073.68018 validation_1-mae:6091.29199 [614] validation_0-mae:5072.99414 validation_1-mae:6091.22656 [615] validation_0-mae:5071.01709 validation_1-mae:6090.89990 [616] validation_0-mae:5068.72070 validation_1-mae:6090.52246 [617] validation_0-mae:5067.03760 validation_1-mae:6089.73340 [618] validation_0-mae:5065.51660 validation_1-mae:6089.28857 [619] validation_0-mae:5064.39453 validation_1-mae:6088.65478 [620] validation_0-mae:5062.80371 validation_1-mae:6088.37744 [621] validation_0-mae:5060.54688 validation_1-mae:6086.68750 [622] validation_0-mae:5059.03076 validation_1-mae:6086.09522 [623] validation_0-mae:5056.84717 validation_1-mae:6084.98877 [624] validation_0-mae:5055.36572 validation_1-mae:6084.19971 [625] validation_0-mae:5054.63379 validation_1-mae:6084.47266 [626] validation_0-mae:5053.52637 validation_1-mae:6083.96387 [627] validation_0-mae:5052.69629 validation_1-mae:6083.93066 [628] validation_0-mae:5051.14404 validation_1-mae:6083.57275 [629] validation_0-mae:5050.02881 validation_1-mae:6083.02295 [630] validation_0-mae:5048.26611 validation_1-mae:6083.15283 [631] validation_0-mae:5047.44580 validation_1-mae:6083.01904 [632] validation_0-mae:5047.03516 validation_1-mae:6083.06250 [633] validation_0-mae:5046.56738 validation_1-mae:6082.89600 [634] validation_0-mae:5045.50830 validation_1-mae:6083.27002 [635] validation_0-mae:5044.78516 validation_1-mae:6083.17383 [636] validation_0-mae:5044.38135 validation_1-mae:6082.95654 [637] validation_0-mae:5043.50830 validation_1-mae:6083.00928 [638] validation_0-mae:5042.28906 validation_1-mae:6082.68018 [639] validation_0-mae:5041.70703 validation_1-mae:6082.48193 [640] validation_0-mae:5040.41846 validation_1-mae:6082.85840 [641] validation_0-mae:5037.34180 validation_1-mae:6081.71875 [642] validation_0-mae:5036.91211 validation_1-mae:6081.73193 [643] validation_0-mae:5035.55859 validation_1-mae:6081.35205 [644] validation_0-mae:5034.90918 validation_1-mae:6081.32422 [645] validation_0-mae:5033.89062 validation_1-mae:6080.82178 [646] validation_0-mae:5032.63770 validation_1-mae:6080.75391 [647] validation_0-mae:5032.50439 validation_1-mae:6080.74853 [648] validation_0-mae:5031.57227 validation_1-mae:6080.63086 [649] validation_0-mae:5030.84619 validation_1-mae:6080.54785 [650] validation_0-mae:5029.50488 validation_1-mae:6080.78418 [651] validation_0-mae:5028.38916 validation_1-mae:6080.66602 [652] validation_0-mae:5026.95215 validation_1-mae:6079.33398 [653] validation_0-mae:5024.39307 validation_1-mae:6077.88867 [654] validation_0-mae:5023.60986 validation_1-mae:6077.35107 [655] validation_0-mae:5022.26807 validation_1-mae:6076.91357 [656] validation_0-mae:5021.29492 validation_1-mae:6076.50635 [657] validation_0-mae:5019.96973 validation_1-mae:6076.50195 [658] validation_0-mae:5018.19043 validation_1-mae:6077.05322 [659] validation_0-mae:5016.60107 validation_1-mae:6076.95752 [660] validation_0-mae:5015.10840 validation_1-mae:6076.63623 [661] validation_0-mae:5012.87353 validation_1-mae:6077.13428 [662] validation_0-mae:5011.42822 validation_1-mae:6077.02295 [663] validation_0-mae:5010.37842 validation_1-mae:6076.51953 [664] validation_0-mae:5009.20117 validation_1-mae:6075.94678 [665] validation_0-mae:5007.86230 validation_1-mae:6075.94727 [666] validation_0-mae:5005.95117 validation_1-mae:6076.05957 [667] validation_0-mae:5003.77344 validation_1-mae:6075.69141 [668] validation_0-mae:5000.94775 validation_1-mae:6074.56103 [669] validation_0-mae:4998.56006 validation_1-mae:6074.55908 [670] validation_0-mae:4994.56299 validation_1-mae:6073.40967 [671] validation_0-mae:4992.96387 validation_1-mae:6073.68115 [672] validation_0-mae:4990.47559 validation_1-mae:6072.89941 [673] validation_0-mae:4988.92773 validation_1-mae:6072.16016 [674] validation_0-mae:4988.00928 validation_1-mae:6072.33203 [675] validation_0-mae:4985.85107 validation_1-mae:6071.88525 [676] validation_0-mae:4984.39697 validation_1-mae:6071.92041 [677] validation_0-mae:4982.82568 validation_1-mae:6071.81641 [678] validation_0-mae:4982.01123 validation_1-mae:6071.55420 [679] validation_0-mae:4980.05811 validation_1-mae:6070.53418 [680] validation_0-mae:4978.16650 validation_1-mae:6069.88232 [681] validation_0-mae:4976.18213 validation_1-mae:6069.57617 [682] validation_0-mae:4975.00586 validation_1-mae:6069.50732 [683] validation_0-mae:4974.57178 validation_1-mae:6070.10986 [684] validation_0-mae:4973.85889 validation_1-mae:6070.05127 [685] validation_0-mae:4972.01270 validation_1-mae:6069.72949 [686] validation_0-mae:4970.74902 validation_1-mae:6069.75586 [687] validation_0-mae:4969.04590 validation_1-mae:6068.94336 [688] validation_0-mae:4966.65576 validation_1-mae:6068.39453 [689] validation_0-mae:4964.57324 validation_1-mae:6068.82080 [690] validation_0-mae:4963.64014 validation_1-mae:6068.73096 [691] validation_0-mae:4962.54639 validation_1-mae:6068.33105 [692] validation_0-mae:4961.43262 validation_1-mae:6068.11035 [693] validation_0-mae:4960.82373 validation_1-mae:6068.42725 [694] validation_0-mae:4958.97754 validation_1-mae:6069.00977 [695] validation_0-mae:4958.29932 validation_1-mae:6069.01270 [696] validation_0-mae:4954.68311 validation_1-mae:6067.28174 [697] validation_0-mae:4953.29346 validation_1-mae:6067.48389 [698] validation_0-mae:4952.20996 validation_1-mae:6066.92236 [699] validation_0-mae:4952.10840 validation_1-mae:6067.07764 [700] validation_0-mae:4951.56885 validation_1-mae:6066.74365 [701] validation_0-mae:4950.86230 validation_1-mae:6066.63086 [702] validation_0-mae:4949.17676 validation_1-mae:6067.12939 [703] validation_0-mae:4947.33740 validation_1-mae:6066.97461 [704] validation_0-mae:4945.23633 validation_1-mae:6066.92871 [705] validation_0-mae:4944.30371 validation_1-mae:6066.43652 [706] validation_0-mae:4943.00879 validation_1-mae:6066.17188 [707] validation_0-mae:4941.89355 validation_1-mae:6066.09717 [708] validation_0-mae:4939.16748 validation_1-mae:6066.86523 [709] validation_0-mae:4938.12061 validation_1-mae:6066.56787 [710] validation_0-mae:4936.16064 validation_1-mae:6065.33301 [711] validation_0-mae:4934.87842 validation_1-mae:6065.24805 [712] validation_0-mae:4933.55957 validation_1-mae:6064.69434 [713] validation_0-mae:4932.05811 validation_1-mae:6064.40283 [714] validation_0-mae:4930.61865 validation_1-mae:6064.26953 [715] validation_0-mae:4928.82227 validation_1-mae:6064.09082 [716] validation_0-mae:4927.65918 validation_1-mae:6063.98193 [717] validation_0-mae:4926.62891 validation_1-mae:6063.65332 [718] validation_0-mae:4924.97656 validation_1-mae:6064.21826 [719] validation_0-mae:4924.35693 validation_1-mae:6063.73828 [720] validation_0-mae:4922.59082 validation_1-mae:6063.05420 [721] validation_0-mae:4921.44043 validation_1-mae:6062.54102 [722] validation_0-mae:4920.03760 validation_1-mae:6062.00977 [723] validation_0-mae:4917.76270 validation_1-mae:6060.45068 [724] validation_0-mae:4917.03516 validation_1-mae:6060.44385 [725] validation_0-mae:4916.53467 validation_1-mae:6060.24121 [726] validation_0-mae:4915.70752 validation_1-mae:6060.27783 [727] validation_0-mae:4914.21973 validation_1-mae:6060.14160 [728] validation_0-mae:4912.78369 validation_1-mae:6059.55859 [729] validation_0-mae:4910.26562 validation_1-mae:6059.38721 [730] validation_0-mae:4909.90772 validation_1-mae:6059.24707 [731] validation_0-mae:4909.18848 validation_1-mae:6059.08887 [732] validation_0-mae:4907.27148 validation_1-mae:6058.99512 [733] validation_0-mae:4905.93066 validation_1-mae:6058.93213 [734] validation_0-mae:4905.27490 validation_1-mae:6058.95898 [735] validation_0-mae:4904.54150 validation_1-mae:6058.51611 [736] validation_0-mae:4903.95117 validation_1-mae:6058.57275 [737] validation_0-mae:4902.91406 validation_1-mae:6057.91504 [738] validation_0-mae:4902.49707 validation_1-mae:6057.78467 [739] validation_0-mae:4900.54297 validation_1-mae:6057.72705 [740] validation_0-mae:4899.56250 validation_1-mae:6057.56103 [741] validation_0-mae:4897.95801 validation_1-mae:6057.17480 [742] validation_0-mae:4895.62012 validation_1-mae:6057.09766 [743] validation_0-mae:4893.60693 validation_1-mae:6057.72363 [744] validation_0-mae:4891.99561 validation_1-mae:6056.70557 [745] validation_0-mae:4890.31543 validation_1-mae:6056.69482 [746] validation_0-mae:4889.25537 validation_1-mae:6056.69580 [747] validation_0-mae:4888.15625 validation_1-mae:6056.21387 [748] validation_0-mae:4888.09277 validation_1-mae:6056.33398 [749] validation_0-mae:4887.24365 validation_1-mae:6056.20752 [750] validation_0-mae:4885.42090 validation_1-mae:6056.37988 [751] validation_0-mae:4883.36084 validation_1-mae:6056.11426 [752] validation_0-mae:4882.27637 validation_1-mae:6056.37109 [753] validation_0-mae:4880.46484 validation_1-mae:6055.24316 [754] validation_0-mae:4878.81055 validation_1-mae:6055.02148 [755] validation_0-mae:4876.51367 validation_1-mae:6055.06299 [756] validation_0-mae:4875.14551 validation_1-mae:6055.20801 [757] validation_0-mae:4873.66797 validation_1-mae:6054.70459 [758] validation_0-mae:4872.89990 validation_1-mae:6054.51807 [759] validation_0-mae:4871.43799 validation_1-mae:6054.27246 [760] validation_0-mae:4870.06934 validation_1-mae:6053.93213 [761] validation_0-mae:4868.93603 validation_1-mae:6053.78076 [762] validation_0-mae:4867.88574 validation_1-mae:6053.47852 [763] validation_0-mae:4866.65039 validation_1-mae:6052.96631 [764] validation_0-mae:4866.02783 validation_1-mae:6052.71875 [765] validation_0-mae:4865.15137 validation_1-mae:6052.80420 [766] validation_0-mae:4864.59277 validation_1-mae:6052.72559 [767] validation_0-mae:4862.47363 validation_1-mae:6051.75244 [768] validation_0-mae:4859.82471 validation_1-mae:6051.54736 [769] validation_0-mae:4857.64307 validation_1-mae:6050.97217 [770] validation_0-mae:4856.79785 validation_1-mae:6050.92627 [771] validation_0-mae:4855.17773 validation_1-mae:6050.33643 [772] validation_0-mae:4853.87939 validation_1-mae:6049.97022 [773] validation_0-mae:4852.42383 validation_1-mae:6049.86768 [774] validation_0-mae:4849.63525 validation_1-mae:6048.96924 [775] validation_0-mae:4847.21680 validation_1-mae:6048.35791 [776] validation_0-mae:4845.57422 validation_1-mae:6048.16553 [777] validation_0-mae:4844.61230 validation_1-mae:6048.10645 [778] validation_0-mae:4843.56689 validation_1-mae:6047.65186 [779] validation_0-mae:4842.84522 validation_1-mae:6047.49512 [780] validation_0-mae:4841.78760 validation_1-mae:6047.47412 [781] validation_0-mae:4840.42676 validation_1-mae:6046.94678 [782] validation_0-mae:4839.42432 validation_1-mae:6046.26855 [783] validation_0-mae:4837.16260 validation_1-mae:6045.21143 [784] validation_0-mae:4835.32031 validation_1-mae:6045.09082 [785] validation_0-mae:4833.47559 validation_1-mae:6044.90283 [786] validation_0-mae:4831.50488 validation_1-mae:6045.12988 [787] validation_0-mae:4829.13037 validation_1-mae:6045.06543 [788] validation_0-mae:4827.52100 validation_1-mae:6045.65576 [789] validation_0-mae:4824.82080 validation_1-mae:6045.49756 [790] validation_0-mae:4822.92627 validation_1-mae:6045.31787 [791] validation_0-mae:4821.48096 validation_1-mae:6044.92871 [792] validation_0-mae:4820.76758 validation_1-mae:6044.34326 [793] validation_0-mae:4819.52002 validation_1-mae:6044.11328 [794] validation_0-mae:4818.36816 validation_1-mae:6043.33789 [795] validation_0-mae:4817.89648 validation_1-mae:6043.35938 [796] validation_0-mae:4816.47754 validation_1-mae:6042.85352 [797] validation_0-mae:4815.50195 validation_1-mae:6042.98047 [798] validation_0-mae:4813.20801 validation_1-mae:6041.67334 [799] validation_0-mae:4811.59277 validation_1-mae:6041.69824 [800] validation_0-mae:4810.54395 validation_1-mae:6042.00635 [801] validation_0-mae:4808.98682 validation_1-mae:6041.66016 [802] validation_0-mae:4806.72852 validation_1-mae:6040.06543 [803] validation_0-mae:4805.65039 validation_1-mae:6039.81397 [804] validation_0-mae:4803.00147 validation_1-mae:6039.12598 [805] validation_0-mae:4799.69629 validation_1-mae:6039.21143 [806] validation_0-mae:4797.58350 validation_1-mae:6038.84717 [807] validation_0-mae:4795.40918 validation_1-mae:6037.83691 [808] validation_0-mae:4794.41113 validation_1-mae:6037.82178 [809] validation_0-mae:4793.27686 validation_1-mae:6038.27588 [810] validation_0-mae:4791.25732 validation_1-mae:6037.90478 [811] validation_0-mae:4789.12647 validation_1-mae:6037.45117 [812] validation_0-mae:4788.12158 validation_1-mae:6036.89746 [813] validation_0-mae:4786.17480 validation_1-mae:6035.96436 [814] validation_0-mae:4785.13721 validation_1-mae:6035.86816 [815] validation_0-mae:4782.93555 validation_1-mae:6035.19971 [816] validation_0-mae:4782.56055 validation_1-mae:6035.12695 [817] validation_0-mae:4780.82031 validation_1-mae:6035.91455 [818] validation_0-mae:4778.72070 validation_1-mae:6035.68066 [819] validation_0-mae:4777.54736 validation_1-mae:6036.24316 [820] validation_0-mae:4775.05908 validation_1-mae:6036.33252 [821] validation_0-mae:4773.29150 validation_1-mae:6035.38867 [822] validation_0-mae:4771.15186 validation_1-mae:6034.59473 [823] validation_0-mae:4769.61621 validation_1-mae:6034.07080 [824] validation_0-mae:4768.43457 validation_1-mae:6034.12256 [825] validation_0-mae:4767.50391 validation_1-mae:6034.47900 [826] validation_0-mae:4765.82910 validation_1-mae:6034.63037 [827] validation_0-mae:4764.73877 validation_1-mae:6034.96484 [828] validation_0-mae:4763.56494 validation_1-mae:6034.59619 [829] validation_0-mae:4762.36865 validation_1-mae:6034.87256 [830] validation_0-mae:4761.88379 validation_1-mae:6034.36084 [831] validation_0-mae:4761.42480 validation_1-mae:6034.31689 [832] validation_0-mae:4760.91797 validation_1-mae:6034.04932 [833] validation_0-mae:4760.43799 validation_1-mae:6033.84082 [834] validation_0-mae:4760.42725 validation_1-mae:6033.87158 [835] validation_0-mae:4758.94580 validation_1-mae:6034.13525 [836] validation_0-mae:4758.29443 validation_1-mae:6034.72217 [837] validation_0-mae:4756.77930 validation_1-mae:6034.00244 [838] validation_0-mae:4754.43115 validation_1-mae:6032.90283 [839] validation_0-mae:4752.93066 validation_1-mae:6033.15869 [840] validation_0-mae:4752.32031 validation_1-mae:6033.43018 [841] validation_0-mae:4751.42041 validation_1-mae:6033.20410 [842] validation_0-mae:4749.83008 validation_1-mae:6033.47852 [843] validation_0-mae:4749.45801 validation_1-mae:6033.62451 [844] validation_0-mae:4749.08740 validation_1-mae:6033.69287 [845] validation_0-mae:4746.35254 validation_1-mae:6033.04053 [846] validation_0-mae:4745.94385 validation_1-mae:6033.17578 [847] validation_0-mae:4744.62939 validation_1-mae:6033.77441 [848] validation_0-mae:4743.84424 validation_1-mae:6033.51270 [849] validation_0-mae:4742.52246 validation_1-mae:6033.51758 [850] validation_0-mae:4741.71924 validation_1-mae:6033.27148 [851] validation_0-mae:4740.27978 validation_1-mae:6033.10547 [852] validation_0-mae:4738.06934 validation_1-mae:6033.65723 [853] validation_0-mae:4736.17676 validation_1-mae:6033.10254 [854] validation_0-mae:4734.98584 validation_1-mae:6033.31885 [855] validation_0-mae:4733.71094 validation_1-mae:6033.22998 [856] validation_0-mae:4731.73193 validation_1-mae:6032.50147 [857] validation_0-mae:4730.37793 validation_1-mae:6032.08643 [858] validation_0-mae:4728.94727 validation_1-mae:6031.76904 [859] validation_0-mae:4727.90869 validation_1-mae:6031.98096 [860] validation_0-mae:4725.76221 validation_1-mae:6031.80469 [861] validation_0-mae:4724.41260 validation_1-mae:6031.46240 [862] validation_0-mae:4721.96143 validation_1-mae:6030.61377 [863] validation_0-mae:4720.20557 validation_1-mae:6030.86230 [864] validation_0-mae:4719.40039 validation_1-mae:6030.89258 [865] validation_0-mae:4718.31152 validation_1-mae:6030.74902 [866] validation_0-mae:4717.05957 validation_1-mae:6031.09766 [867] validation_0-mae:4715.88574 validation_1-mae:6030.56250 [868] validation_0-mae:4713.91797 validation_1-mae:6029.43115 [869] validation_0-mae:4711.49805 validation_1-mae:6028.99609 [870] validation_0-mae:4709.84961 validation_1-mae:6028.63721 [871] validation_0-mae:4707.10840 validation_1-mae:6028.02734 [872] validation_0-mae:4706.14844 validation_1-mae:6027.50928 [873] validation_0-mae:4705.14404 validation_1-mae:6027.40039 [874] validation_0-mae:4704.09180 validation_1-mae:6027.67090 [875] validation_0-mae:4702.82959 validation_1-mae:6028.14990 [876] validation_0-mae:4699.97949 validation_1-mae:6027.30371 [877] validation_0-mae:4698.55762 validation_1-mae:6026.91895 [878] validation_0-mae:4697.67334 validation_1-mae:6027.15625 [879] validation_0-mae:4696.66406 validation_1-mae:6027.23047 [880] validation_0-mae:4695.75928 validation_1-mae:6027.12939 [881] validation_0-mae:4695.24219 validation_1-mae:6027.24219 [882] validation_0-mae:4694.55859 validation_1-mae:6027.20654 [883] validation_0-mae:4693.76855 validation_1-mae:6027.42676 [884] validation_0-mae:4691.76758 validation_1-mae:6026.41895 [885] validation_0-mae:4688.95947 validation_1-mae:6024.97607 [886] validation_0-mae:4687.80469 validation_1-mae:6025.31494 [887] validation_0-mae:4685.73975 validation_1-mae:6024.37109 [888] validation_0-mae:4684.62158 validation_1-mae:6024.72412 [889] validation_0-mae:4681.61572 validation_1-mae:6024.07520 [890] validation_0-mae:4679.45410 validation_1-mae:6024.13135 [891] validation_0-mae:4678.44043 validation_1-mae:6024.28027 [892] validation_0-mae:4675.80908 validation_1-mae:6023.18848 [893] validation_0-mae:4674.20996 validation_1-mae:6022.37207 [894] validation_0-mae:4673.78760 validation_1-mae:6022.04785 [895] validation_0-mae:4672.64209 validation_1-mae:6021.78857 [896] validation_0-mae:4671.47656 validation_1-mae:6022.05811 [897] validation_0-mae:4670.88379 validation_1-mae:6022.02344 [898] validation_0-mae:4669.50830 validation_1-mae:6021.50732 [899] validation_0-mae:4667.67334 validation_1-mae:6021.26025 [900] validation_0-mae:4667.54004 validation_1-mae:6021.30420 [901] validation_0-mae:4667.18701 validation_1-mae:6021.24902 [902] validation_0-mae:4665.71875 validation_1-mae:6021.18115 [903] validation_0-mae:4663.98340 validation_1-mae:6020.22119 [904] validation_0-mae:4662.60889 validation_1-mae:6019.75195 [905] validation_0-mae:4661.40137 validation_1-mae:6020.05615 [906] validation_0-mae:4659.74805 validation_1-mae:6020.10254 [907] validation_0-mae:4658.61035 validation_1-mae:6020.30908 [908] validation_0-mae:4657.25439 validation_1-mae:6019.79150 [909] validation_0-mae:4655.34082 validation_1-mae:6019.28857 [910] validation_0-mae:4654.11328 validation_1-mae:6019.36035 [911] validation_0-mae:4651.63184 validation_1-mae:6017.68603 [912] validation_0-mae:4649.93848 validation_1-mae:6017.54980 [913] validation_0-mae:4647.81103 validation_1-mae:6017.22314 [914] validation_0-mae:4645.68652 validation_1-mae:6016.46045 [915] validation_0-mae:4643.36279 validation_1-mae:6017.28857 [916] validation_0-mae:4641.64404 validation_1-mae:6017.13574 [917] validation_0-mae:4640.26660 validation_1-mae:6017.25391 [918] validation_0-mae:4637.25147 validation_1-mae:6015.65674 [919] validation_0-mae:4636.17285 validation_1-mae:6015.68213 [920] validation_0-mae:4634.53174 validation_1-mae:6015.66943 [921] validation_0-mae:4633.58740 validation_1-mae:6015.71045 [922] validation_0-mae:4632.52490 validation_1-mae:6015.72900 [923] validation_0-mae:4630.63818 validation_1-mae:6015.27930 [924] validation_0-mae:4628.84668 validation_1-mae:6014.99609 [925] validation_0-mae:4628.03613 validation_1-mae:6014.85205 [926] validation_0-mae:4627.06787 validation_1-mae:6015.24512 [927] validation_0-mae:4625.01904 validation_1-mae:6014.83350 [928] validation_0-mae:4623.90234 validation_1-mae:6013.73047 [929] validation_0-mae:4622.11670 validation_1-mae:6013.02295 [930] validation_0-mae:4620.62695 validation_1-mae:6012.76807 [931] validation_0-mae:4620.31445 validation_1-mae:6012.65283 [932] validation_0-mae:4620.05273 validation_1-mae:6012.62353 [933] validation_0-mae:4619.04248 validation_1-mae:6012.83545 [934] validation_0-mae:4618.09766 validation_1-mae:6013.33691 [935] validation_0-mae:4617.17773 validation_1-mae:6013.41016 [936] validation_0-mae:4616.37451 validation_1-mae:6013.42627 [937] validation_0-mae:4614.96777 validation_1-mae:6013.77588 [938] validation_0-mae:4614.38525 validation_1-mae:6013.77100 [939] validation_0-mae:4612.77734 validation_1-mae:6014.35596 [940] validation_0-mae:4610.75488 validation_1-mae:6014.65918 [941] validation_0-mae:4609.64502 validation_1-mae:6014.12305 [942] validation_0-mae:4608.40967 validation_1-mae:6014.32715 [943] validation_0-mae:4606.23145 validation_1-mae:6013.64404 [944] validation_0-mae:4604.19580 validation_1-mae:6013.23291 [945] validation_0-mae:4603.43603 validation_1-mae:6013.54199 [946] validation_0-mae:4602.58203 validation_1-mae:6013.38330 [947] validation_0-mae:4601.32861 validation_1-mae:6013.40576 [948] validation_0-mae:4599.90723 validation_1-mae:6013.36230 [949] validation_0-mae:4598.86475 validation_1-mae:6013.27832 [950] validation_0-mae:4597.27002 validation_1-mae:6013.30811 [951] validation_0-mae:4595.92480 validation_1-mae:6014.14111 [952] validation_0-mae:4595.06641 validation_1-mae:6013.87012 [953] validation_0-mae:4593.14746 validation_1-mae:6013.05859 [954] validation_0-mae:4591.77344 validation_1-mae:6012.72217 [955] validation_0-mae:4590.02539 validation_1-mae:6012.66797 [956] validation_0-mae:4588.59375 validation_1-mae:6012.87500 [957] validation_0-mae:4587.41455 validation_1-mae:6012.80664 [958] validation_0-mae:4585.93555 validation_1-mae:6012.22314 [959] validation_0-mae:4584.66895 validation_1-mae:6012.13818 [960] validation_0-mae:4582.91553 validation_1-mae:6011.75635 [961] validation_0-mae:4580.58545 validation_1-mae:6010.35205 [962] validation_0-mae:4579.85547 validation_1-mae:6009.75391 [963] validation_0-mae:4578.24707 validation_1-mae:6009.64990 [964] validation_0-mae:4576.81787 validation_1-mae:6008.77002 [965] validation_0-mae:4575.52881 validation_1-mae:6008.58984 [966] validation_0-mae:4574.31689 validation_1-mae:6007.99121 [967] validation_0-mae:4573.71924 validation_1-mae:6007.75684 [968] validation_0-mae:4573.21777 validation_1-mae:6007.52490 [969] validation_0-mae:4572.50049 validation_1-mae:6007.57178 [970] validation_0-mae:4571.29297 validation_1-mae:6007.83545 [971] validation_0-mae:4569.98438 validation_1-mae:6007.41602 [972] validation_0-mae:4568.94141 validation_1-mae:6007.01953 [973] validation_0-mae:4567.62988 validation_1-mae:6006.75684 [974] validation_0-mae:4566.89941 validation_1-mae:6006.91748 [975] validation_0-mae:4566.09522 validation_1-mae:6006.55957 [976] validation_0-mae:4564.11279 validation_1-mae:6005.88672 [977] validation_0-mae:4563.15039 validation_1-mae:6005.71728 [978] validation_0-mae:4561.21045 validation_1-mae:6005.63330 [979] validation_0-mae:4560.80469 validation_1-mae:6005.68311 [980] validation_0-mae:4560.51514 validation_1-mae:6005.89648 [981] validation_0-mae:4559.81934 validation_1-mae:6006.13818 [982] validation_0-mae:4558.18848 validation_1-mae:6005.75781 [983] validation_0-mae:4557.65234 validation_1-mae:6005.82178 [984] validation_0-mae:4557.10303 validation_1-mae:6005.85986 [985] validation_0-mae:4556.20752 validation_1-mae:6005.66846 [986] validation_0-mae:4556.06055 validation_1-mae:6005.75391 [987] validation_0-mae:4554.83105 validation_1-mae:6006.01270 [988] validation_0-mae:4554.18262 validation_1-mae:6005.73047 [989] validation_0-mae:4553.58740 validation_1-mae:6005.44727 [990] validation_0-mae:4552.83691 validation_1-mae:6005.17725 [991] validation_0-mae:4552.25928 validation_1-mae:6004.77783 [992] validation_0-mae:4551.78027 validation_1-mae:6004.92480 [993] validation_0-mae:4550.64111 validation_1-mae:6004.10303 [994] validation_0-mae:4547.95752 validation_1-mae:6003.15039 [995] validation_0-mae:4547.45117 validation_1-mae:6003.42627 [996] validation_0-mae:4546.77051 validation_1-mae:6003.62939 [997] validation_0-mae:4545.97607 validation_1-mae:6003.25977 [998] validation_0-mae:4545.36719 validation_1-mae:6002.89600 [999] validation_0-mae:4543.53320 validation_1-mae:6002.33643 [1000] validation_0-mae:4542.62402 validation_1-mae:6002.67529 [1001] validation_0-mae:4541.01074 validation_1-mae:6002.19287 [1002] validation_0-mae:4538.72803 validation_1-mae:6002.15283 [1003] validation_0-mae:4537.16699 validation_1-mae:6002.34814 [1004] validation_0-mae:4535.74853 validation_1-mae:6002.18506 [1005] validation_0-mae:4534.34863 validation_1-mae:6002.29102 [1006] validation_0-mae:4532.98828 validation_1-mae:6002.53564 [1007] validation_0-mae:4532.12549 validation_1-mae:6002.27588 [1008] validation_0-mae:4529.88965 validation_1-mae:6002.68018 [1009] validation_0-mae:4529.19141 validation_1-mae:6002.88525 [1010] validation_0-mae:4528.14355 validation_1-mae:6003.35010 [1011] validation_0-mae:4527.28320 validation_1-mae:6003.57422 [1012] validation_0-mae:4526.55371 validation_1-mae:6003.48291 [1013] validation_0-mae:4525.32373 validation_1-mae:6003.19092 [1014] validation_0-mae:4524.33447 validation_1-mae:6003.56738 [1015] validation_0-mae:4524.11523 validation_1-mae:6003.42236 [1016] validation_0-mae:4522.36914 validation_1-mae:6002.80322 [1017] validation_0-mae:4521.20801 validation_1-mae:6002.88867 [1018] validation_0-mae:4520.64502 validation_1-mae:6003.31592 [1019] validation_0-mae:4519.17041 validation_1-mae:6003.63770 [1020] validation_0-mae:4518.55957 validation_1-mae:6003.30518 [1021] validation_0-mae:4517.80273 validation_1-mae:6003.20068 [1022] validation_0-mae:4517.52197 validation_1-mae:6003.18115 [1023] validation_0-mae:4517.23145 validation_1-mae:6003.10010 [1024] validation_0-mae:4516.55664 validation_1-mae:6002.96094 [1025] validation_0-mae:4515.86426 validation_1-mae:6002.82129 [1026] validation_0-mae:4514.73193 validation_1-mae:6002.56299 [1027] validation_0-mae:4513.14258 validation_1-mae:6002.50879 [1028] validation_0-mae:4511.77148 validation_1-mae:6002.53369 [1029] validation_0-mae:4510.33203 validation_1-mae:6002.69824 [1030] validation_0-mae:4509.05371 validation_1-mae:6002.59228 [1031] validation_0-mae:4508.20996 validation_1-mae:6002.47070 [1032] validation_0-mae:4507.46631 validation_1-mae:6002.87158 [1033] validation_0-mae:4506.47363 validation_1-mae:6002.52637 [1034] validation_0-mae:4505.60986 validation_1-mae:6002.35889 [1035] validation_0-mae:4504.37353 validation_1-mae:6001.91309 [1036] validation_0-mae:4502.60303 validation_1-mae:6001.87939 [1037] validation_0-mae:4501.30664 validation_1-mae:6002.22412 [1038] validation_0-mae:4500.71973 validation_1-mae:6002.06397 [1039] validation_0-mae:4499.72559 validation_1-mae:6002.21387 [1040] validation_0-mae:4499.00537 validation_1-mae:6002.17529 [1041] validation_0-mae:4496.72217 validation_1-mae:6002.53613 [1042] validation_0-mae:4495.78613 validation_1-mae:6002.56885 [1043] validation_0-mae:4494.54102 validation_1-mae:6002.51221 [1044] validation_0-mae:4493.24853 validation_1-mae:6002.45801 [1045] validation_0-mae:4491.82812 validation_1-mae:6002.25684 [1046] validation_0-mae:4491.57129 validation_1-mae:6002.43945 [1047] validation_0-mae:4490.45020 validation_1-mae:6002.32910 [1048] validation_0-mae:4488.84082 validation_1-mae:6001.68750 [1049] validation_0-mae:4488.35498 validation_1-mae:6001.74072 [1050] validation_0-mae:4487.61230 validation_1-mae:6001.66260 [1051] validation_0-mae:4487.05664 validation_1-mae:6001.74072 [1052] validation_0-mae:4485.83887 validation_1-mae:6001.71094 [1053] validation_0-mae:4485.38135 validation_1-mae:6001.79053 [1054] validation_0-mae:4484.43848 validation_1-mae:6002.02295 [1055] validation_0-mae:4482.84814 validation_1-mae:6002.46094 [1056] validation_0-mae:4482.33252 validation_1-mae:6002.19238 [1057] validation_0-mae:4481.13086 validation_1-mae:6002.19971 [1058] validation_0-mae:4480.29688 validation_1-mae:6002.75879 [1059] validation_0-mae:4478.87500 validation_1-mae:6002.75342 [1060] validation_0-mae:4477.25342 validation_1-mae:6002.15430 [1061] validation_0-mae:4474.71191 validation_1-mae:6002.59326 [1062] validation_0-mae:4472.64111 validation_1-mae:6001.52148 [1063] validation_0-mae:4471.24561 validation_1-mae:6002.08789 [1064] validation_0-mae:4469.66357 validation_1-mae:6002.42383 [1065] validation_0-mae:4467.98486 validation_1-mae:6002.63379 [1066] validation_0-mae:4466.06689 validation_1-mae:6002.59277 [1067] validation_0-mae:4464.54541 validation_1-mae:6002.90283 [1068] validation_0-mae:4463.35596 validation_1-mae:6003.10254 [1069] validation_0-mae:4462.46680 validation_1-mae:6003.05859 [1070] validation_0-mae:4461.41895 validation_1-mae:6003.32959 [1071] validation_0-mae:4460.14258 validation_1-mae:6002.45361 [1072] validation_0-mae:4458.49414 validation_1-mae:6002.10596 [1073] validation_0-mae:4456.64893 validation_1-mae:6000.86621 [1074] validation_0-mae:4455.64160 validation_1-mae:6001.01758 [1075] validation_0-mae:4454.32227 validation_1-mae:6000.74902 [1076] validation_0-mae:4453.66211 validation_1-mae:6000.88770 [1077] validation_0-mae:4451.94678 validation_1-mae:6000.95166 [1078] validation_0-mae:4450.77100 validation_1-mae:6000.38818 [1079] validation_0-mae:4449.72510 validation_1-mae:6000.22461 [1080] validation_0-mae:4449.02100 validation_1-mae:5999.91602 [1081] validation_0-mae:4447.65381 validation_1-mae:5999.26514 [1082] validation_0-mae:4446.85547 validation_1-mae:5999.54053 [1083] validation_0-mae:4446.39502 validation_1-mae:5999.54834 [1084] validation_0-mae:4445.53027 validation_1-mae:5999.68164 [1085] validation_0-mae:4444.45264 validation_1-mae:5999.58740 [1086] validation_0-mae:4443.47119 validation_1-mae:5999.50977 [1087] validation_0-mae:4442.16797 validation_1-mae:5999.93018 [1088] validation_0-mae:4441.70068 validation_1-mae:6000.07324 [1089] validation_0-mae:4440.89551 validation_1-mae:5999.96777 [1090] validation_0-mae:4440.32812 validation_1-mae:5999.78857 [1091] validation_0-mae:4439.91455 validation_1-mae:5999.75537 [1092] validation_0-mae:4439.01904 validation_1-mae:5999.51904 [1093] validation_0-mae:4438.41699 validation_1-mae:5999.51465 [1094] validation_0-mae:4437.87061 validation_1-mae:5999.36133 [1095] validation_0-mae:4436.75439 validation_1-mae:5999.01367 [1096] validation_0-mae:4435.10938 validation_1-mae:5998.64502 [1097] validation_0-mae:4434.26025 validation_1-mae:5998.70459 [1098] validation_0-mae:4433.45459 validation_1-mae:5998.59570 [1099] validation_0-mae:4432.84570 validation_1-mae:5998.66943 [1100] validation_0-mae:4431.57275 validation_1-mae:5998.69971 [1101] validation_0-mae:4430.90039 validation_1-mae:5998.70068 [1102] validation_0-mae:4429.95898 validation_1-mae:5998.07227 [1103] validation_0-mae:4429.52978 validation_1-mae:5998.11572 [1104] validation_0-mae:4428.81689 validation_1-mae:5998.73535 [1105] validation_0-mae:4428.20898 validation_1-mae:5998.50000 [1106] validation_0-mae:4426.96484 validation_1-mae:5998.37744 [1107] validation_0-mae:4425.53027 validation_1-mae:5998.17529 [1108] validation_0-mae:4424.67432 validation_1-mae:5997.87598 [1109] validation_0-mae:4423.72412 validation_1-mae:5998.04199 [1110] validation_0-mae:4422.54834 validation_1-mae:5997.77002 [1111] validation_0-mae:4421.65723 validation_1-mae:5997.60400 [1112] validation_0-mae:4421.00147 validation_1-mae:5997.45605 [1113] validation_0-mae:4420.04346 validation_1-mae:5997.02148 [1114] validation_0-mae:4418.58154 validation_1-mae:5997.26709 [1115] validation_0-mae:4417.82910 validation_1-mae:5997.23340 [1116] validation_0-mae:4416.56348 validation_1-mae:5997.27783 [1117] validation_0-mae:4415.42285 validation_1-mae:5997.56494 [1118] validation_0-mae:4415.06299 validation_1-mae:5997.79834 [1119] validation_0-mae:4414.71045 validation_1-mae:5997.80469 [1120] validation_0-mae:4414.05664 validation_1-mae:5997.50098 [1121] validation_0-mae:4412.44580 validation_1-mae:5997.33984 [1122] validation_0-mae:4411.44873 validation_1-mae:5997.17334 [1123] validation_0-mae:4410.02978 validation_1-mae:5997.78711 [1124] validation_0-mae:4409.85840 validation_1-mae:5997.88428 [1125] validation_0-mae:4409.17236 validation_1-mae:5997.73438 [1126] validation_0-mae:4407.90869 validation_1-mae:5997.35010 [1127] validation_0-mae:4407.17676 validation_1-mae:5997.20508 [1128] validation_0-mae:4406.20801 validation_1-mae:5997.17578 [1129] validation_0-mae:4405.70508 validation_1-mae:5996.98047 [1130] validation_0-mae:4404.55322 validation_1-mae:5997.05029 [1131] validation_0-mae:4403.63574 validation_1-mae:5997.15283 [1132] validation_0-mae:4402.49609 validation_1-mae:5996.52734 [1133] validation_0-mae:4401.27783 validation_1-mae:5995.92920 [1134] validation_0-mae:4400.06250 validation_1-mae:5995.61719 [1135] validation_0-mae:4398.34717 validation_1-mae:5995.58057 [1136] validation_0-mae:4397.36523 validation_1-mae:5995.17236 [1137] validation_0-mae:4396.16699 validation_1-mae:5995.12744 [1138] validation_0-mae:4393.79248 validation_1-mae:5995.49268 [1139] validation_0-mae:4392.27881 validation_1-mae:5995.45459 [1140] validation_0-mae:4390.38672 validation_1-mae:5994.48242 [1141] validation_0-mae:4388.83154 validation_1-mae:5994.42188 [1142] validation_0-mae:4387.51709 validation_1-mae:5994.24902 [1143] validation_0-mae:4386.45410 validation_1-mae:5993.54150 [1144] validation_0-mae:4386.10889 validation_1-mae:5993.46094 [1145] validation_0-mae:4385.40967 validation_1-mae:5993.39209 [1146] validation_0-mae:4384.14941 validation_1-mae:5993.85498 [1147] validation_0-mae:4383.58301 validation_1-mae:5993.67725 [1148] validation_0-mae:4383.44678 validation_1-mae:5993.70361 [1149] validation_0-mae:4382.36084 validation_1-mae:5993.51562 [1150] validation_0-mae:4381.67383 validation_1-mae:5993.89795 [1151] validation_0-mae:4381.06299 validation_1-mae:5993.74853 [1152] validation_0-mae:4380.13428 validation_1-mae:5994.03809 [1153] validation_0-mae:4379.12695 validation_1-mae:5994.06201 [1154] validation_0-mae:4377.97559 validation_1-mae:5993.72754 [1155] validation_0-mae:4377.16406 validation_1-mae:5993.67773 [1156] validation_0-mae:4375.96631 validation_1-mae:5993.77832 [1157] validation_0-mae:4375.48486 validation_1-mae:5993.56641 [1158] validation_0-mae:4375.27783 validation_1-mae:5993.51123 [1159] validation_0-mae:4374.36475 validation_1-mae:5993.75244 [1160] validation_0-mae:4373.31787 validation_1-mae:5993.70264 [1161] validation_0-mae:4372.56055 validation_1-mae:5993.73584 [1162] validation_0-mae:4371.93018 validation_1-mae:5993.64062 [1163] validation_0-mae:4371.33008 validation_1-mae:5993.68262 [1164] validation_0-mae:4370.17432 validation_1-mae:5993.39111 [1165] validation_0-mae:4369.09180 validation_1-mae:5993.22217 [1166] validation_0-mae:4367.68848 validation_1-mae:5993.22510 [1167] validation_0-mae:4367.40088 validation_1-mae:5993.14307 [1168] validation_0-mae:4366.70557 validation_1-mae:5993.04834 [1169] validation_0-mae:4365.52637 validation_1-mae:5993.17236 [1170] validation_0-mae:4364.74658 validation_1-mae:5992.74023 [1171] validation_0-mae:4363.02539 validation_1-mae:5992.58936 [1172] validation_0-mae:4362.23047 validation_1-mae:5992.17676 [1173] validation_0-mae:4361.66846 validation_1-mae:5991.77881 [1174] validation_0-mae:4361.10254 validation_1-mae:5992.22119 [1175] validation_0-mae:4360.85547 validation_1-mae:5992.23145 [1176] validation_0-mae:4360.33154 validation_1-mae:5992.21973 [1177] validation_0-mae:4359.43945 validation_1-mae:5992.10889 [1178] validation_0-mae:4358.75732 validation_1-mae:5992.12744 [1179] validation_0-mae:4358.58643 validation_1-mae:5992.17480 [1180] validation_0-mae:4357.67578 validation_1-mae:5991.93018 [1181] validation_0-mae:4356.63525 validation_1-mae:5991.78320 [1182] validation_0-mae:4355.44385 validation_1-mae:5991.35791 [1183] validation_0-mae:4355.39795 validation_1-mae:5991.45020 [1184] validation_0-mae:4354.72559 validation_1-mae:5991.73340 [1185] validation_0-mae:4354.08887 validation_1-mae:5991.57910 [1186] validation_0-mae:4353.38770 validation_1-mae:5991.87402 [1187] validation_0-mae:4352.56738 validation_1-mae:5991.14355 [1188] validation_0-mae:4352.35156 validation_1-mae:5991.15234 [1189] validation_0-mae:4350.64453 validation_1-mae:5990.85254 [1190] validation_0-mae:4349.23779 validation_1-mae:5991.06299 [1191] validation_0-mae:4348.16260 validation_1-mae:5991.63525 [1192] validation_0-mae:4347.44287 validation_1-mae:5991.34424 [1193] validation_0-mae:4345.88184 validation_1-mae:5990.96045 [1194] validation_0-mae:4345.14258 validation_1-mae:5991.07568 [1195] validation_0-mae:4344.80273 validation_1-mae:5991.09814 [1196] validation_0-mae:4344.03272 validation_1-mae:5990.97559 [1197] validation_0-mae:4343.30322 validation_1-mae:5991.17822 [1198] validation_0-mae:4342.51758 validation_1-mae:5991.21143 [1199] validation_0-mae:4341.62988 validation_1-mae:5990.81836 [1200] validation_0-mae:4341.01953 validation_1-mae:5991.09522 [1201] validation_0-mae:4340.11084 validation_1-mae:5990.29492 [1202] validation_0-mae:4339.57031 validation_1-mae:5990.31689 [1203] validation_0-mae:4338.93311 validation_1-mae:5990.47705 [1204] validation_0-mae:4338.23486 validation_1-mae:5990.80322 [1205] validation_0-mae:4336.92236 validation_1-mae:5990.57715 [1206] validation_0-mae:4336.39307 validation_1-mae:5990.88037 [1207] validation_0-mae:4335.27637 validation_1-mae:5990.56641 [1208] validation_0-mae:4334.45557 validation_1-mae:5990.37256 [1209] validation_0-mae:4334.25684 validation_1-mae:5990.41992 [1210] validation_0-mae:4331.99561 validation_1-mae:5989.62598 [1211] validation_0-mae:4329.85840 validation_1-mae:5989.06445 [1212] validation_0-mae:4328.44482 validation_1-mae:5988.94678 [1213] validation_0-mae:4327.19922 validation_1-mae:5988.28760 [1214] validation_0-mae:4325.43945 validation_1-mae:5988.44971 [1215] validation_0-mae:4324.17725 validation_1-mae:5988.23877 [1216] validation_0-mae:4322.43750 validation_1-mae:5987.85986 [1217] validation_0-mae:4321.66602 validation_1-mae:5987.87451 [1218] validation_0-mae:4320.74268 validation_1-mae:5987.88330 [1219] validation_0-mae:4320.11719 validation_1-mae:5987.87598 [1220] validation_0-mae:4319.15186 validation_1-mae:5987.72119 [1221] validation_0-mae:4318.43945 validation_1-mae:5987.60596 [1222] validation_0-mae:4317.83740 validation_1-mae:5987.43555 [1223] validation_0-mae:4316.92236 validation_1-mae:5987.34814 [1224] validation_0-mae:4315.77978 validation_1-mae:5987.29443 [1225] validation_0-mae:4315.43018 validation_1-mae:5987.03613 [1226] validation_0-mae:4314.80371 validation_1-mae:5987.40527 [1227] validation_0-mae:4314.42969 validation_1-mae:5987.28662 [1228] validation_0-mae:4314.37256 validation_1-mae:5987.33105 [1229] validation_0-mae:4314.17529 validation_1-mae:5987.30078 [1230] validation_0-mae:4313.32471 validation_1-mae:5987.34326 [1231] validation_0-mae:4312.04639 validation_1-mae:5987.12549 [1232] validation_0-mae:4311.44092 validation_1-mae:5986.98145 [1233] validation_0-mae:4310.94434 validation_1-mae:5987.24512 [1234] validation_0-mae:4310.22266 validation_1-mae:5987.06543 [1235] validation_0-mae:4309.54785 validation_1-mae:5986.99365 [1236] validation_0-mae:4308.87012 validation_1-mae:5987.10986 [1237] validation_0-mae:4307.22022 validation_1-mae:5987.50147 [1238] validation_0-mae:4306.78564 validation_1-mae:5987.25732 [1239] validation_0-mae:4305.64648 validation_1-mae:5987.76611 [1240] validation_0-mae:4304.69189 validation_1-mae:5987.52930 [1241] validation_0-mae:4304.46240 validation_1-mae:5987.45996 [1242] validation_0-mae:4304.06055 validation_1-mae:5987.49609 [1243] validation_0-mae:4302.86768 validation_1-mae:5987.76709 [1244] validation_0-mae:4300.82422 validation_1-mae:5987.51025 [1245] validation_0-mae:4300.40527 validation_1-mae:5987.56641 [1246] validation_0-mae:4299.31543 validation_1-mae:5987.71875 [1247] validation_0-mae:4298.47119 validation_1-mae:5988.14941 [1248] validation_0-mae:4297.67139 validation_1-mae:5988.05420 [1249] validation_0-mae:4297.07422 validation_1-mae:5988.08057 [1250] validation_0-mae:4295.45605 validation_1-mae:5988.43945 [1251] validation_0-mae:4294.73193 validation_1-mae:5988.65576 [1252] validation_0-mae:4294.25000 validation_1-mae:5988.64014 [1253] validation_0-mae:4293.90088 validation_1-mae:5988.63184 [1254] validation_0-mae:4293.18408 validation_1-mae:5988.14111 [1255] validation_0-mae:4291.94678 validation_1-mae:5988.38086 [1256] validation_0-mae:4290.77588 validation_1-mae:5989.19775 [1257] validation_0-mae:4289.88135 validation_1-mae:5988.84863 [1258] validation_0-mae:4288.32520 validation_1-mae:5989.34961 [1259] validation_0-mae:4287.06592 validation_1-mae:5989.46826 [1260] validation_0-mae:4286.38232 validation_1-mae:5988.75977 [1261] validation_0-mae:4285.30127 validation_1-mae:5988.33008 [1262] validation_0-mae:4284.60840 validation_1-mae:5988.13330 [1263] validation_0-mae:4283.52441 validation_1-mae:5988.16406 [1264] validation_0-mae:4282.65967 validation_1-mae:5988.08545 [1265] validation_0-mae:4281.59180 validation_1-mae:5988.23584 [1266] validation_0-mae:4280.91016 validation_1-mae:5988.38379 [1267] validation_0-mae:4280.00342 validation_1-mae:5988.05469 [1268] validation_0-mae:4279.44092 validation_1-mae:5987.96777 [1269] validation_0-mae:4278.47852 validation_1-mae:5987.78662 [1270] validation_0-mae:4277.84375 validation_1-mae:5988.04590 [1271] validation_0-mae:4276.90186 validation_1-mae:5987.69922 [1272] validation_0-mae:4276.16748 validation_1-mae:5987.73535 [1273] validation_0-mae:4275.25977 validation_1-mae:5988.35742 [1274] validation_0-mae:4274.34522 validation_1-mae:5988.33203 [1275] validation_0-mae:4272.88330 validation_1-mae:5988.87695 [1276] validation_0-mae:4272.29297 validation_1-mae:5988.67188 [1277] validation_0-mae:4271.04980 validation_1-mae:5988.49268 [1278] validation_0-mae:4270.23975 validation_1-mae:5988.17920 [1279] validation_0-mae:4269.73535 validation_1-mae:5987.89941 [1280] validation_0-mae:4269.28418 validation_1-mae:5987.77832 [1281] validation_0-mae:4268.77783 validation_1-mae:5987.79883 [1282] validation_0-mae:4268.00830 validation_1-mae:5987.48486 [1283] validation_0-mae:4266.76953 validation_1-mae:5987.84326 [1284] validation_0-mae:4265.64941 validation_1-mae:5987.46240 [1285] validation_0-mae:4265.17236 validation_1-mae:5987.83252 [1286] validation_0-mae:4263.87744 validation_1-mae:5988.30176 [1287] validation_0-mae:4262.57080 validation_1-mae:5988.29785 [1288] validation_0-mae:4261.67090 validation_1-mae:5988.19141 [1289] validation_0-mae:4260.58008 validation_1-mae:5988.44824 [1290] validation_0-mae:4259.51465 validation_1-mae:5988.18164 [1291] validation_0-mae:4258.74756 validation_1-mae:5988.43311 [1292] validation_0-mae:4257.72168 validation_1-mae:5988.23047 [1293] validation_0-mae:4256.38574 validation_1-mae:5987.44531 [1294] validation_0-mae:4255.54248 validation_1-mae:5987.16211 [1295] validation_0-mae:4254.57715 validation_1-mae:5987.04199 [1296] validation_0-mae:4253.90674 validation_1-mae:5987.25244 [1297] validation_0-mae:4253.48486 validation_1-mae:5987.45068 [1298] validation_0-mae:4253.22461 validation_1-mae:5987.67920 [1299] validation_0-mae:4252.28418 validation_1-mae:5987.33008 [1300] validation_0-mae:4250.93066 validation_1-mae:5987.47461 [1301] validation_0-mae:4249.84570 validation_1-mae:5987.51025 [1302] validation_0-mae:4247.73828 validation_1-mae:5987.59473 [1303] validation_0-mae:4246.64893 validation_1-mae:5987.54150 [1304] validation_0-mae:4246.05957 validation_1-mae:5987.32227 [1305] validation_0-mae:4244.96436 validation_1-mae:5987.40234 [1306] validation_0-mae:4243.30127 validation_1-mae:5987.58447 [1307] validation_0-mae:4242.60303 validation_1-mae:5987.65234 [1308] validation_0-mae:4241.64258 validation_1-mae:5987.26758 [1309] validation_0-mae:4241.06689 validation_1-mae:5987.37500 [1310] validation_0-mae:4240.52393 validation_1-mae:5987.02002 [1311] validation_0-mae:4240.20557 validation_1-mae:5987.19482 [1312] validation_0-mae:4239.60742 validation_1-mae:5987.18750 [1313] validation_0-mae:4238.93359 validation_1-mae:5987.17285 [1314] validation_0-mae:4238.31836 validation_1-mae:5987.04590 [1315] validation_0-mae:4237.72412 validation_1-mae:5987.32422 [1316] validation_0-mae:4236.63232 validation_1-mae:5987.23096 [1317] validation_0-mae:4235.90332 validation_1-mae:5987.10254 [1318] validation_0-mae:4234.97412 validation_1-mae:5987.06103 [1319] validation_0-mae:4233.47998 validation_1-mae:5986.76660 [1320] validation_0-mae:4232.90576 validation_1-mae:5986.95020 [1321] validation_0-mae:4232.56885 validation_1-mae:5986.96289 [1322] validation_0-mae:4230.87207 validation_1-mae:5986.74951 [1323] validation_0-mae:4229.90137 validation_1-mae:5986.40772 [1324] validation_0-mae:4229.10986 validation_1-mae:5986.52441 [1325] validation_0-mae:4228.69092 validation_1-mae:5986.56494 [1326] validation_0-mae:4228.33691 validation_1-mae:5986.78418 [1327] validation_0-mae:4228.29980 validation_1-mae:5986.79541 [1328] validation_0-mae:4227.91309 validation_1-mae:5986.62402 [1329] validation_0-mae:4227.11279 validation_1-mae:5986.60352 [1330] validation_0-mae:4226.79395 validation_1-mae:5986.57031 [1331] validation_0-mae:4226.25293 validation_1-mae:5986.31982 [1332] validation_0-mae:4225.61816 validation_1-mae:5986.67041 [1333] validation_0-mae:4224.94678 validation_1-mae:5986.64014 [1334] validation_0-mae:4224.18603 validation_1-mae:5986.60303 [1335] validation_0-mae:4223.05908 validation_1-mae:5986.55713 [1336] validation_0-mae:4222.47070 validation_1-mae:5986.69580 [1337] validation_0-mae:4221.83301 validation_1-mae:5986.74512 [1338] validation_0-mae:4220.55566 validation_1-mae:5986.52344 [1339] validation_0-mae:4218.89355 validation_1-mae:5985.91309 [1340] validation_0-mae:4217.33594 validation_1-mae:5986.16016 [1341] validation_0-mae:4216.35596 validation_1-mae:5986.10791 [1342] validation_0-mae:4215.30273 validation_1-mae:5986.10059 [1343] validation_0-mae:4214.65137 validation_1-mae:5986.12647 [1344] validation_0-mae:4213.80566 validation_1-mae:5986.83496 [1345] validation_0-mae:4213.40234 validation_1-mae:5987.09180 [1346] validation_0-mae:4212.78272 validation_1-mae:5986.93457 [1347] validation_0-mae:4211.53125 validation_1-mae:5987.11182 [1348] validation_0-mae:4210.68701 validation_1-mae:5987.36523 [1349] validation_0-mae:4210.13184 validation_1-mae:5987.58936 [1350] validation_0-mae:4208.12793 validation_1-mae:5987.03564 [1351] validation_0-mae:4207.49463 validation_1-mae:5986.81787 [1352] validation_0-mae:4206.47510 validation_1-mae:5986.76221 [1353] validation_0-mae:4206.25342 validation_1-mae:5986.93652 [1354] validation_0-mae:4206.22900 validation_1-mae:5986.97217 [1355] validation_0-mae:4206.13623 validation_1-mae:5987.05566 [1356] validation_0-mae:4205.62353 validation_1-mae:5987.09863 [1357] validation_0-mae:4204.20752 validation_1-mae:5986.88281 [1358] validation_0-mae:4203.60547 validation_1-mae:5986.89941 [1359] validation_0-mae:4202.95801 validation_1-mae:5987.09082 [1360] validation_0-mae:4202.19482 validation_1-mae:5987.21387 [1361] validation_0-mae:4202.02393 validation_1-mae:5987.18701 [1362] validation_0-mae:4201.29297 validation_1-mae:5987.22070 [1363] validation_0-mae:4200.44434 validation_1-mae:5987.22168 [1364] validation_0-mae:4199.21777 validation_1-mae:5988.38818 [1365] validation_0-mae:4198.07861 validation_1-mae:5988.16211 [1366] validation_0-mae:4197.47705 validation_1-mae:5987.98389 [1367] validation_0-mae:4196.48291 validation_1-mae:5987.91455 [1368] validation_0-mae:4195.18555 validation_1-mae:5987.71631 [1369] validation_0-mae:4193.98682 validation_1-mae:5987.71045 [1370] validation_0-mae:4193.40283 validation_1-mae:5987.64502 [1371] validation_0-mae:4192.64453 validation_1-mae:5987.81397 [1372] validation_0-mae:4191.28906 validation_1-mae:5988.02002 [1373] validation_0-mae:4190.52637 validation_1-mae:5988.22022 [1374] validation_0-mae:4189.10059 validation_1-mae:5988.25928 [1375] validation_0-mae:4188.22022 validation_1-mae:5988.25781 [1376] validation_0-mae:4187.71387 validation_1-mae:5988.45361 [1377] validation_0-mae:4187.11328 validation_1-mae:5988.42773 [1378] validation_0-mae:4186.58252 validation_1-mae:5988.43945 [1379] validation_0-mae:4185.66602 validation_1-mae:5988.53516 [1380] validation_0-mae:4185.34717 validation_1-mae:5988.47412 [1381] validation_0-mae:4184.90723 validation_1-mae:5988.15478 [1382] validation_0-mae:4184.67871 validation_1-mae:5987.88721 [1383] validation_0-mae:4183.67871 validation_1-mae:5988.13232 [1384] validation_0-mae:4182.38184 validation_1-mae:5987.63232 [1385] validation_0-mae:4181.22070 validation_1-mae:5986.96387 [1386] validation_0-mae:4180.52686 validation_1-mae:5986.66406 [1387] validation_0-mae:4180.19678 validation_1-mae:5986.69287 [1388] validation_0-mae:4179.38721 validation_1-mae:5986.39160 [1389] validation_0-mae:4177.84228 validation_1-mae:5986.25879 [1390] validation_0-mae:4176.12207 validation_1-mae:5986.70801 [1391] validation_0-mae:4174.68994 validation_1-mae:5986.74707 [1392] validation_0-mae:4173.27686 validation_1-mae:5986.96191 [1393] validation_0-mae:4171.60010 validation_1-mae:5986.83936 [1394] validation_0-mae:4169.45752 validation_1-mae:5987.06397 [1395] validation_0-mae:4168.83545 validation_1-mae:5986.93164 [1396] validation_0-mae:4168.20117 validation_1-mae:5987.25928 [1397] validation_0-mae:4166.83398 validation_1-mae:5987.56689 [1398] validation_0-mae:4165.21728 validation_1-mae:5987.45020 [1399] validation_0-mae:4164.56006 validation_1-mae:5987.35938 [1400] validation_0-mae:4163.97656 validation_1-mae:5987.28711 [1401] validation_0-mae:4162.82715 validation_1-mae:5987.21582 [1402] validation_0-mae:4161.83887 validation_1-mae:5986.85986 [1403] validation_0-mae:4161.27100 validation_1-mae:5986.95557 [1404] validation_0-mae:4160.52148 validation_1-mae:5986.84131 [1405] validation_0-mae:4159.87891 validation_1-mae:5986.76270 [1406] validation_0-mae:4158.80811 validation_1-mae:5986.76221 [1407] validation_0-mae:4157.65576 validation_1-mae:5987.66211 [1408] validation_0-mae:4156.65137 validation_1-mae:5987.19238 [1409] validation_0-mae:4155.95215 validation_1-mae:5986.94385 [1410] validation_0-mae:4155.21680 validation_1-mae:5986.88818 [1411] validation_0-mae:4154.92090 validation_1-mae:5986.73486 [1412] validation_0-mae:4154.23730 validation_1-mae:5986.93897 [1413] validation_0-mae:4153.54004 validation_1-mae:5987.00098 [1414] validation_0-mae:4152.49268 validation_1-mae:5986.68750 [1415] validation_0-mae:4151.71533 validation_1-mae:5986.27002 [1416] validation_0-mae:4150.74658 validation_1-mae:5986.36523 [1417] validation_0-mae:4150.09033 validation_1-mae:5986.29443 [1418] validation_0-mae:4149.33057 validation_1-mae:5986.10938 [1419] validation_0-mae:4148.86865 validation_1-mae:5986.09277 [1420] validation_0-mae:4147.95947 validation_1-mae:5985.70654 [1421] validation_0-mae:4147.52686 validation_1-mae:5985.89258 [1422] validation_0-mae:4146.72607 validation_1-mae:5985.57324 [1423] validation_0-mae:4146.37988 validation_1-mae:5985.53125 [1424] validation_0-mae:4145.73291 validation_1-mae:5985.75488 [1425] validation_0-mae:4145.14697 validation_1-mae:5985.80762 [1426] validation_0-mae:4144.16260 validation_1-mae:5986.43652 [1427] validation_0-mae:4143.52783 validation_1-mae:5986.18848 [1428] validation_0-mae:4142.64893 validation_1-mae:5986.24707 [1429] validation_0-mae:4141.62793 validation_1-mae:5985.40381 [1430] validation_0-mae:4140.72607 validation_1-mae:5985.53809 [1431] validation_0-mae:4140.14746 validation_1-mae:5985.49805 [1432] validation_0-mae:4139.55859 validation_1-mae:5985.45459 [1433] validation_0-mae:4138.60498 validation_1-mae:5985.29248 [1434] validation_0-mae:4137.96777 validation_1-mae:5985.49463 [1435] validation_0-mae:4137.22949 validation_1-mae:5985.09912 [1436] validation_0-mae:4136.00684 validation_1-mae:5986.04297 [1437] validation_0-mae:4134.92334 validation_1-mae:5986.46680 [1438] validation_0-mae:4134.32178 validation_1-mae:5986.54932 [1439] validation_0-mae:4133.36768 validation_1-mae:5986.54883 [1440] validation_0-mae:4132.63574 validation_1-mae:5986.87451 [1441] validation_0-mae:4131.10205 validation_1-mae:5986.19043 [1442] validation_0-mae:4130.35352 validation_1-mae:5986.12061 [1443] validation_0-mae:4130.00635 validation_1-mae:5986.32666 [1444] validation_0-mae:4128.79150 validation_1-mae:5986.21582 [1445] validation_0-mae:4128.08691 validation_1-mae:5986.56787 [1446] validation_0-mae:4127.61523 validation_1-mae:5986.85693 [1447] validation_0-mae:4126.85303 validation_1-mae:5986.58105 [1448] validation_0-mae:4125.97314 validation_1-mae:5986.61328 [1449] validation_0-mae:4125.29590 validation_1-mae:5986.52588 [1450] validation_0-mae:4124.15137 validation_1-mae:5987.06836 [1451] validation_0-mae:4123.40137 validation_1-mae:5986.98242 [1452] validation_0-mae:4122.01904 validation_1-mae:5986.40137 [1453] validation_0-mae:4121.17090 validation_1-mae:5986.51953 [1454] validation_0-mae:4120.12598 validation_1-mae:5986.55908 [1455] validation_0-mae:4119.65967 validation_1-mae:5986.82666 [1456] validation_0-mae:4118.95020 validation_1-mae:5986.48730 [1457] validation_0-mae:4117.91064 validation_1-mae:5986.75049 [1458] validation_0-mae:4117.09619 validation_1-mae:5987.19971 [1459] validation_0-mae:4115.70508 validation_1-mae:5987.32617 [1460] validation_0-mae:4114.68262 validation_1-mae:5987.24414 [1461] validation_0-mae:4113.99072 validation_1-mae:5986.99902 [1462] validation_0-mae:4112.51562 validation_1-mae:5986.91650 [1463] validation_0-mae:4111.12158 validation_1-mae:5987.64258 [1464] validation_0-mae:4109.81299 validation_1-mae:5988.34863 [1465] validation_0-mae:4108.50049 validation_1-mae:5988.74658 [1466] validation_0-mae:4107.65723 validation_1-mae:5989.15723 [1467] validation_0-mae:4106.67871 validation_1-mae:5989.38574 [1468] validation_0-mae:4105.96289 validation_1-mae:5989.23633 [1469] validation_0-mae:4105.22998 validation_1-mae:5989.29932 [1470] validation_0-mae:4104.33789 validation_1-mae:5988.45264 [1471] validation_0-mae:4103.64209 validation_1-mae:5988.29541 [1472] validation_0-mae:4103.21826 validation_1-mae:5988.48535 [1473] validation_0-mae:4102.30469 validation_1-mae:5988.46533 [1474] validation_0-mae:4101.25098 validation_1-mae:5988.09228 [1475] validation_0-mae:4100.03809 validation_1-mae:5987.82910 [1476] validation_0-mae:4099.86426 validation_1-mae:5987.86523 [1477] validation_0-mae:4098.81055 validation_1-mae:5987.97168 [1478] validation_0-mae:4097.49512 validation_1-mae:5987.18897 [1479] validation_0-mae:4096.15576 validation_1-mae:5987.29834 [1480] validation_0-mae:4094.64185 validation_1-mae:5987.02295 [1481] validation_0-mae:4094.04517 validation_1-mae:5987.05615 [1482] validation_0-mae:4093.49145 validation_1-mae:5986.93603 [1483] validation_0-mae:4092.92310 validation_1-mae:5986.60693 [1484] validation_0-mae:4091.30151 validation_1-mae:5986.25342 [1485] validation_0-mae:4090.81104 validation_1-mae:5986.44775 [1486] validation_0-mae:4090.09521 validation_1-mae:5986.39941 [1487] validation_0-mae:4089.39307 validation_1-mae:5986.87695 [1488] validation_0-mae:4088.24805 validation_1-mae:5986.63428 [1489] validation_0-mae:4087.39380 validation_1-mae:5986.49805 [1490] validation_0-mae:4086.44873 validation_1-mae:5987.02832 [1491] validation_0-mae:4085.76978 validation_1-mae:5986.75586 [1492] validation_0-mae:4085.00342 validation_1-mae:5987.01514 [1493] validation_0-mae:4084.46875 validation_1-mae:5987.26367 [1494] validation_0-mae:4084.01123 validation_1-mae:5987.39209 [1495] validation_0-mae:4083.77905 validation_1-mae:5987.28027 [1496] validation_0-mae:4082.98755 validation_1-mae:5987.46924 [1497] validation_0-mae:4082.34961 validation_1-mae:5987.28516 [1498] validation_0-mae:4082.19116 validation_1-mae:5987.34863 [1499] validation_0-mae:4081.28198 validation_1-mae:5987.37744 [1500] validation_0-mae:4080.55249 validation_1-mae:5987.80078 [1501] validation_0-mae:4079.87695 validation_1-mae:5987.62207 [1502] validation_0-mae:4079.29785 validation_1-mae:5987.89258 [1503] validation_0-mae:4077.42383 validation_1-mae:5987.82471 [1504] validation_0-mae:4076.09326 validation_1-mae:5987.90723 [1505] validation_0-mae:4075.46289 validation_1-mae:5987.94580 [1506] validation_0-mae:4074.60669 validation_1-mae:5987.84082 [1507] validation_0-mae:4074.10913 validation_1-mae:5988.30322 [1508] validation_0-mae:4072.80664 validation_1-mae:5988.15918 [1509] validation_0-mae:4072.23731 validation_1-mae:5988.33398 [1510] validation_0-mae:4071.11206 validation_1-mae:5988.20557 [1511] validation_0-mae:4070.40234 validation_1-mae:5988.29883 [1512] validation_0-mae:4069.22412 validation_1-mae:5987.52930 [1513] validation_0-mae:4067.96851 validation_1-mae:5987.64160 [1514] validation_0-mae:4065.77002 validation_1-mae:5987.76611 [1515] validation_0-mae:4065.05640 validation_1-mae:5987.46387 [1516] validation_0-mae:4064.41528 validation_1-mae:5987.16943 [1517] validation_0-mae:4063.60303 validation_1-mae:5987.42871 [1518] validation_0-mae:4062.71826 validation_1-mae:5987.32178 [1519] validation_0-mae:4061.87158 validation_1-mae:5987.28125 [1520] validation_0-mae:4061.50049 validation_1-mae:5987.33789 [1521] validation_0-mae:4060.98413 validation_1-mae:5987.29688 [1522] validation_0-mae:4059.92505 validation_1-mae:5987.32812 [1523] validation_0-mae:4058.94751 validation_1-mae:5987.52246 [1524] validation_0-mae:4058.28662 validation_1-mae:5987.58350 [1525] validation_0-mae:4057.55322 validation_1-mae:5987.57129 [1526] validation_0-mae:4057.50757 validation_1-mae:5987.55762 [1527] validation_0-mae:4057.09448 validation_1-mae:5987.57227 [1528] validation_0-mae:4056.01196 validation_1-mae:5987.27734 [1529] validation_0-mae:4054.81299 validation_1-mae:5987.22656 [1530] validation_0-mae:4054.13647 validation_1-mae:5986.73926 [1531] validation_0-mae:4053.23364 validation_1-mae:5986.98193 [1532] validation_0-mae:4052.59009 validation_1-mae:5987.06494 [1533] validation_0-mae:4051.27612 validation_1-mae:5986.82178 [1534] validation_0-mae:4050.02246 validation_1-mae:5987.04834 [1535] validation_0-mae:4049.12012 validation_1-mae:5987.12842 [1536] validation_0-mae:4048.15552 validation_1-mae:5987.03955 [1537] validation_0-mae:4047.14648 validation_1-mae:5986.48291 [1538] validation_0-mae:4046.22119 validation_1-mae:5985.98926 [1539] validation_0-mae:4045.64526 validation_1-mae:5985.91309 [1540] validation_0-mae:4045.11426 validation_1-mae:5985.80615 [1541] validation_0-mae:4043.72583 validation_1-mae:5985.75928 [1542] validation_0-mae:4042.73828 validation_1-mae:5985.94287 [1543] validation_0-mae:4042.11987 validation_1-mae:5985.96143 [1544] validation_0-mae:4041.51123 validation_1-mae:5986.12109 [1545] validation_0-mae:4040.90674 validation_1-mae:5986.10596 [1546] validation_0-mae:4039.52612 validation_1-mae:5986.71777 [1547] validation_0-mae:4038.03711 validation_1-mae:5986.64697 [1548] validation_0-mae:4037.39014 validation_1-mae:5986.33154 [1549] validation_0-mae:4036.64014 validation_1-mae:5986.36523 [1550] validation_0-mae:4035.81323 validation_1-mae:5986.01465 [1551] validation_0-mae:4034.64478 validation_1-mae:5986.26074 [1552] validation_0-mae:4034.18555 validation_1-mae:5986.53516 [1553] validation_0-mae:4033.64990 validation_1-mae:5986.67090 [1554] validation_0-mae:4033.11523 validation_1-mae:5986.65283 [1555] validation_0-mae:4032.39282 validation_1-mae:5986.31592 [1556] validation_0-mae:4031.59155 validation_1-mae:5986.15527 [1557] validation_0-mae:4030.52588 validation_1-mae:5986.07568 [1558] validation_0-mae:4029.76758 validation_1-mae:5985.90430 [1559] validation_0-mae:4029.30420 validation_1-mae:5985.74072 [1560] validation_0-mae:4027.98926 validation_1-mae:5986.00147 [1561] validation_0-mae:4027.06958 validation_1-mae:5985.90430 [1562] validation_0-mae:4026.36353 validation_1-mae:5985.96289 [1563] validation_0-mae:4025.18506 validation_1-mae:5985.91846 [1564] validation_0-mae:4024.74390 validation_1-mae:5985.72461 [1565] validation_0-mae:4024.40967 validation_1-mae:5986.05029 [1566] validation_0-mae:4023.87207 validation_1-mae:5986.05615 [1567] validation_0-mae:4022.97168 validation_1-mae:5985.93018 [1568] validation_0-mae:4022.14136 validation_1-mae:5985.84326 [1569] validation_0-mae:4021.09155 validation_1-mae:5985.42871 [1570] validation_0-mae:4020.31226 validation_1-mae:5985.30518 [1571] validation_0-mae:4019.66821 validation_1-mae:5985.45410 [1572] validation_0-mae:4018.96729 validation_1-mae:5985.36865 [1573] validation_0-mae:4018.04468 validation_1-mae:5984.83643 [1574] validation_0-mae:4016.80566 validation_1-mae:5984.70068 [1575] validation_0-mae:4016.35889 validation_1-mae:5984.84863 [1576] validation_0-mae:4015.47876 validation_1-mae:5984.88184 [1577] validation_0-mae:4014.84839 validation_1-mae:5985.10303 [1578] validation_0-mae:4014.49756 validation_1-mae:5984.82861 [1579] validation_0-mae:4013.97192 validation_1-mae:5984.41846 [1580] validation_0-mae:4013.43433 validation_1-mae:5984.76367 [1581] validation_0-mae:4012.29150 validation_1-mae:5984.85791 [1582] validation_0-mae:4011.72925 validation_1-mae:5984.98193 [1583] validation_0-mae:4010.50269 validation_1-mae:5984.73389 [1584] validation_0-mae:4010.08203 validation_1-mae:5985.02295 [1585] validation_0-mae:4008.79077 validation_1-mae:5985.02441 [1586] validation_0-mae:4008.12891 validation_1-mae:5984.64209 [1587] validation_0-mae:4006.69946 validation_1-mae:5983.81738 [1588] validation_0-mae:4006.16992 validation_1-mae:5984.07373 [1589] validation_0-mae:4005.73535 validation_1-mae:5984.11865 [1590] validation_0-mae:4004.95630 validation_1-mae:5984.35547 [1591] validation_0-mae:4004.43555 validation_1-mae:5984.65332 [1592] validation_0-mae:4003.91333 validation_1-mae:5984.73389 [1593] validation_0-mae:4002.82031 validation_1-mae:5984.60791 [1594] validation_0-mae:4002.08643 validation_1-mae:5984.76367 [1595] validation_0-mae:4001.31030 validation_1-mae:5985.15478 [1596] validation_0-mae:4000.16846 validation_1-mae:5985.60596 [1597] validation_0-mae:3999.44580 validation_1-mae:5985.60303 [1598] validation_0-mae:3998.94824 validation_1-mae:5985.76123 [1599] validation_0-mae:3997.17358 validation_1-mae:5985.87402 [1600] validation_0-mae:3995.85254 validation_1-mae:5986.18213 [1601] validation_0-mae:3994.76123 validation_1-mae:5986.81055 [1602] validation_0-mae:3993.75220 validation_1-mae:5986.88770 [1603] validation_0-mae:3992.79907 validation_1-mae:5986.71777 [1604] validation_0-mae:3992.52832 validation_1-mae:5986.48584 [1605] validation_0-mae:3991.37207 validation_1-mae:5986.14990 [1606] validation_0-mae:3990.57593 validation_1-mae:5986.33350 [1607] validation_0-mae:3990.21191 validation_1-mae:5985.99805 [1608] validation_0-mae:3989.82568 validation_1-mae:5985.92627 [1609] validation_0-mae:3989.17383 validation_1-mae:5986.02490 [1610] validation_0-mae:3988.28320 validation_1-mae:5986.21191 [1611] validation_0-mae:3987.80493 validation_1-mae:5985.98730 [1612] validation_0-mae:3987.49048 validation_1-mae:5986.13916 [1613] validation_0-mae:3986.18384 validation_1-mae:5985.85156 [1614] validation_0-mae:3985.63306 validation_1-mae:5985.69385 [1615] validation_0-mae:3985.13892 validation_1-mae:5985.57568 [1616] validation_0-mae:3984.96289 validation_1-mae:5985.68897 [1617] validation_0-mae:3984.30420 validation_1-mae:5985.73682 [1618] validation_0-mae:3984.18677 validation_1-mae:5985.80469 [1619] validation_0-mae:3982.62769 validation_1-mae:5984.45117 [1620] validation_0-mae:3981.81372 validation_1-mae:5984.68701 [1621] validation_0-mae:3981.21729 validation_1-mae:5984.72022 [1622] validation_0-mae:3980.42944 validation_1-mae:5984.78174 [1623] validation_0-mae:3980.07300 validation_1-mae:5985.05127 [1624] validation_0-mae:3978.54639 validation_1-mae:5984.13623 [1625] validation_0-mae:3978.02759 validation_1-mae:5984.43115 [1626] validation_0-mae:3977.66821 validation_1-mae:5984.20312 [1627] validation_0-mae:3977.13428 validation_1-mae:5984.18311 [1628] validation_0-mae:3976.32861 validation_1-mae:5984.07178 [1629] validation_0-mae:3975.82568 validation_1-mae:5984.05469 [1630] validation_0-mae:3975.40430 validation_1-mae:5984.09668 [1631] validation_0-mae:3974.70361 validation_1-mae:5984.21240 [1632] validation_0-mae:3974.22119 validation_1-mae:5984.25391 [1633] validation_0-mae:3973.46606 validation_1-mae:5984.48486 [1634] validation_0-mae:3973.11133 validation_1-mae:5984.50928 [1635] validation_0-mae:3972.50586 validation_1-mae:5984.20605 [1636] validation_0-mae:3972.20239 validation_1-mae:5984.25195 [1637] validation_0-mae:3971.32788 validation_1-mae:5983.86865 [1638] validation_0-mae:3970.91040 validation_1-mae:5983.85010 [1639] validation_0-mae:3970.61133 validation_1-mae:5983.90088 [1640] validation_0-mae:3969.88745 validation_1-mae:5984.08008 [1641] validation_0-mae:3969.06445 validation_1-mae:5983.96777 [1642] validation_0-mae:3968.62256 validation_1-mae:5984.02393 [1643] validation_0-mae:3967.77710 validation_1-mae:5984.17773 [1644] validation_0-mae:3966.51465 validation_1-mae:5984.32910 [1645] validation_0-mae:3965.37183 validation_1-mae:5984.41699 [1646] validation_0-mae:3964.76758 validation_1-mae:5984.26953 [1647] validation_0-mae:3963.39673 validation_1-mae:5984.05762 [1648] validation_0-mae:3962.90112 validation_1-mae:5983.91406 [1649] validation_0-mae:3962.01514 validation_1-mae:5983.45459 [1650] validation_0-mae:3961.13843 validation_1-mae:5983.51465 [1651] validation_0-mae:3960.26562 validation_1-mae:5983.34668 [1652] validation_0-mae:3959.37354 validation_1-mae:5983.39795 [1653] validation_0-mae:3958.63306 validation_1-mae:5983.36475 [1654] validation_0-mae:3957.71631 validation_1-mae:5983.46582 [1655] validation_0-mae:3957.05151 validation_1-mae:5983.43262 [1656] validation_0-mae:3955.71509 validation_1-mae:5983.60498 [1657] validation_0-mae:3954.99854 validation_1-mae:5983.44922 [1658] validation_0-mae:3954.26733 validation_1-mae:5983.33301 [1659] validation_0-mae:3953.97070 validation_1-mae:5983.29102 [1660] validation_0-mae:3953.29590 validation_1-mae:5983.32324 [1661] validation_0-mae:3952.39746 validation_1-mae:5983.26562 [1662] validation_0-mae:3951.91504 validation_1-mae:5983.28857 [1663] validation_0-mae:3950.72095 validation_1-mae:5983.33008 [1664] validation_0-mae:3950.20654 validation_1-mae:5983.71680 [1665] validation_0-mae:3949.53149 validation_1-mae:5984.02881 [1666] validation_0-mae:3948.61084 validation_1-mae:5984.11768 [1667] validation_0-mae:3947.84351 validation_1-mae:5984.15723 [1668] validation_0-mae:3947.42407 validation_1-mae:5984.33105 [1669] validation_0-mae:3946.69409 validation_1-mae:5984.21387 [1670] validation_0-mae:3945.28638 validation_1-mae:5983.89160 [1671] validation_0-mae:3944.88013 validation_1-mae:5983.94336 [1672] validation_0-mae:3944.79541 validation_1-mae:5983.90430 [1673] validation_0-mae:3944.32519 validation_1-mae:5984.29004 [1674] validation_0-mae:3943.59375 validation_1-mae:5984.11865 [1675] validation_0-mae:3942.74170 validation_1-mae:5983.79736 [1676] validation_0-mae:3942.03540 validation_1-mae:5983.52588 [1677] validation_0-mae:3940.97363 validation_1-mae:5983.16064 [1678] validation_0-mae:3940.20483 validation_1-mae:5982.82373 [1679] validation_0-mae:3939.83594 validation_1-mae:5983.04980 [1680] validation_0-mae:3939.16406 validation_1-mae:5982.93994 [1681] validation_0-mae:3938.16894 validation_1-mae:5982.89014 [1682] validation_0-mae:3936.48901 validation_1-mae:5983.35010 [1683] validation_0-mae:3935.39160 validation_1-mae:5983.29932 [1684] validation_0-mae:3934.32105 validation_1-mae:5983.41895 [1685] validation_0-mae:3933.40747 validation_1-mae:5983.58545 [1686] validation_0-mae:3932.83081 validation_1-mae:5983.57812 [1687] validation_0-mae:3932.48926 validation_1-mae:5983.40430 [1688] validation_0-mae:3932.13379 validation_1-mae:5983.19092 [1689] validation_0-mae:3931.59424 validation_1-mae:5983.17480 [1690] validation_0-mae:3930.57202 validation_1-mae:5982.71973 [1691] validation_0-mae:3929.95947 validation_1-mae:5982.92773 [1692] validation_0-mae:3928.95508 validation_1-mae:5982.33740 [1693] validation_0-mae:3927.61011 validation_1-mae:5982.40430 [1694] validation_0-mae:3926.38257 validation_1-mae:5982.80713 [1695] validation_0-mae:3925.44141 validation_1-mae:5982.44238 [1696] validation_0-mae:3924.60107 validation_1-mae:5982.77344 [1697] validation_0-mae:3923.95654 validation_1-mae:5982.90674 [1698] validation_0-mae:3923.04077 validation_1-mae:5983.64795 [1699] validation_0-mae:3922.32227 validation_1-mae:5983.66309 Dropping: tani [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.14258 [13] validation_0-mae:9819.97461 validation_1-mae:9626.33984 [14] validation_0-mae:9418.90527 validation_1-mae:9235.68164 [15] validation_0-mae:9084.41894 validation_1-mae:8908.25391 [16] validation_0-mae:8802.76660 validation_1-mae:8636.84473 [17] validation_0-mae:8567.56836 validation_1-mae:8412.41309 [18] validation_0-mae:8374.73828 validation_1-mae:8224.23438 [19] validation_0-mae:8211.97070 validation_1-mae:8071.29590 [20] validation_0-mae:8069.25439 validation_1-mae:7940.15967 [21] validation_0-mae:7944.89600 validation_1-mae:7832.24023 [22] validation_0-mae:7846.75635 validation_1-mae:7745.81348 [23] validation_0-mae:7760.49268 validation_1-mae:7676.68457 [24] validation_0-mae:7676.77881 validation_1-mae:7598.33838 [25] validation_0-mae:7604.22461 validation_1-mae:7535.01758 [26] validation_0-mae:7548.76855 validation_1-mae:7487.73584 [27] validation_0-mae:7488.48926 validation_1-mae:7433.70605 [28] validation_0-mae:7439.25342 validation_1-mae:7392.61572 [29] validation_0-mae:7397.08154 validation_1-mae:7358.44336 [30] validation_0-mae:7361.37939 validation_1-mae:7327.97852 [31] validation_0-mae:7320.82324 validation_1-mae:7291.43848 [32] validation_0-mae:7292.41406 validation_1-mae:7273.97119 [33] validation_0-mae:7264.21240 validation_1-mae:7253.34180 [34] validation_0-mae:7233.89893 validation_1-mae:7233.38281 [35] validation_0-mae:7202.42920 validation_1-mae:7208.73926 [36] validation_0-mae:7185.20361 validation_1-mae:7195.32422 [37] validation_0-mae:7167.49853 validation_1-mae:7185.30908 [38] validation_0-mae:7142.06152 validation_1-mae:7163.81055 [39] validation_0-mae:7120.69287 validation_1-mae:7146.62402 [40] validation_0-mae:7102.86865 validation_1-mae:7136.25586 [41] validation_0-mae:7086.70312 validation_1-mae:7123.86182 [42] validation_0-mae:7069.58447 validation_1-mae:7113.11914 [43] validation_0-mae:7049.53027 validation_1-mae:7099.31006 [44] validation_0-mae:7037.13135 validation_1-mae:7088.62939 [45] validation_0-mae:7011.87891 validation_1-mae:7068.18603 [46] validation_0-mae:6988.43945 validation_1-mae:7048.38672 [47] validation_0-mae:6972.56152 validation_1-mae:7040.31934 [48] validation_0-mae:6947.87549 validation_1-mae:7021.85107 [49] validation_0-mae:6933.69238 validation_1-mae:7011.80029 [50] validation_0-mae:6915.77148 validation_1-mae:6998.87207 [51] validation_0-mae:6900.55615 validation_1-mae:6986.42285 [52] validation_0-mae:6889.27148 validation_1-mae:6980.63672 [53] validation_0-mae:6875.39160 validation_1-mae:6971.02930 [54] validation_0-mae:6865.36963 validation_1-mae:6966.85254 [55] validation_0-mae:6847.73633 validation_1-mae:6951.22217 [56] validation_0-mae:6831.06250 validation_1-mae:6936.79785 [57] validation_0-mae:6822.33252 validation_1-mae:6932.66455 [58] validation_0-mae:6810.88574 validation_1-mae:6922.17480 [59] validation_0-mae:6795.66113 validation_1-mae:6908.83350 [60] validation_0-mae:6783.38623 validation_1-mae:6897.90918 [61] validation_0-mae:6770.12353 validation_1-mae:6889.69775 [62] validation_0-mae:6758.69922 validation_1-mae:6880.01611 [63] validation_0-mae:6745.79736 validation_1-mae:6868.63184 [64] validation_0-mae:6735.05664 validation_1-mae:6861.19238 [65] validation_0-mae:6720.97022 validation_1-mae:6853.11084 [66] validation_0-mae:6707.59766 validation_1-mae:6843.06689 [67] validation_0-mae:6697.44971 validation_1-mae:6835.07471 [68] validation_0-mae:6681.71289 validation_1-mae:6822.33740 [69] validation_0-mae:6674.26904 validation_1-mae:6819.25732 [70] validation_0-mae:6661.05762 validation_1-mae:6809.82227 [71] validation_0-mae:6648.99853 validation_1-mae:6799.81299 [72] validation_0-mae:6638.93262 validation_1-mae:6792.61670 [73] validation_0-mae:6625.05029 validation_1-mae:6779.31689 [74] validation_0-mae:6616.62842 validation_1-mae:6774.87402 [75] validation_0-mae:6610.62012 validation_1-mae:6770.51416 [76] validation_0-mae:6603.80420 validation_1-mae:6764.35107 [77] validation_0-mae:6596.43213 validation_1-mae:6758.62061 [78] validation_0-mae:6586.54492 validation_1-mae:6751.69092 [79] validation_0-mae:6568.51367 validation_1-mae:6738.29150 [80] validation_0-mae:6559.98779 validation_1-mae:6729.96240 [81] validation_0-mae:6554.15430 validation_1-mae:6726.93555 [82] validation_0-mae:6549.21728 validation_1-mae:6724.06982 [83] validation_0-mae:6538.87939 validation_1-mae:6715.04199 [84] validation_0-mae:6527.83887 validation_1-mae:6707.62744 [85] validation_0-mae:6517.57812 validation_1-mae:6699.65869 [86] validation_0-mae:6507.20898 validation_1-mae:6690.54443 [87] validation_0-mae:6496.58496 validation_1-mae:6681.65186 [88] validation_0-mae:6488.78564 validation_1-mae:6675.92041 [89] validation_0-mae:6481.41064 validation_1-mae:6671.62061 [90] validation_0-mae:6472.61816 validation_1-mae:6665.22900 [91] validation_0-mae:6465.72559 validation_1-mae:6659.55371 [92] validation_0-mae:6457.99072 validation_1-mae:6656.03223 [93] validation_0-mae:6449.30420 validation_1-mae:6651.01465 [94] validation_0-mae:6442.65039 validation_1-mae:6648.68603 [95] validation_0-mae:6436.48730 validation_1-mae:6645.16895 [96] validation_0-mae:6430.90283 validation_1-mae:6641.37695 [97] validation_0-mae:6421.56250 validation_1-mae:6633.24219 [98] validation_0-mae:6414.93213 validation_1-mae:6627.86572 [99] validation_0-mae:6408.81934 validation_1-mae:6625.69775 [100] validation_0-mae:6401.79639 validation_1-mae:6620.87451 [101] validation_0-mae:6395.25635 validation_1-mae:6616.64502 [102] validation_0-mae:6385.71338 validation_1-mae:6610.16943 [103] validation_0-mae:6382.72900 validation_1-mae:6608.20703 [104] validation_0-mae:6371.06250 validation_1-mae:6600.66650 [105] validation_0-mae:6365.32129 validation_1-mae:6596.29980 [106] validation_0-mae:6359.92432 validation_1-mae:6592.45020 [107] validation_0-mae:6356.36768 validation_1-mae:6589.17822 [108] validation_0-mae:6352.00342 validation_1-mae:6586.85596 [109] validation_0-mae:6346.24951 validation_1-mae:6584.44238 [110] validation_0-mae:6340.13281 validation_1-mae:6581.57275 [111] validation_0-mae:6336.01221 validation_1-mae:6579.17041 [112] validation_0-mae:6334.55664 validation_1-mae:6578.38086 [113] validation_0-mae:6329.98584 validation_1-mae:6574.96973 [114] validation_0-mae:6324.93555 validation_1-mae:6570.06689 [115] validation_0-mae:6322.37793 validation_1-mae:6568.30566 [116] validation_0-mae:6315.32031 validation_1-mae:6563.80322 [117] validation_0-mae:6308.36768 validation_1-mae:6560.11621 [118] validation_0-mae:6303.34863 validation_1-mae:6558.40576 [119] validation_0-mae:6296.85156 validation_1-mae:6554.47998 [120] validation_0-mae:6288.07471 validation_1-mae:6546.56397 [121] validation_0-mae:6284.52734 validation_1-mae:6544.78418 [122] validation_0-mae:6276.71338 validation_1-mae:6539.47754 [123] validation_0-mae:6267.93262 validation_1-mae:6533.06934 [124] validation_0-mae:6266.17090 validation_1-mae:6532.34522 [125] validation_0-mae:6262.60596 validation_1-mae:6530.69531 [126] validation_0-mae:6259.45703 validation_1-mae:6529.46728 [127] validation_0-mae:6253.46240 validation_1-mae:6525.42969 [128] validation_0-mae:6248.24853 validation_1-mae:6522.66943 [129] validation_0-mae:6241.56152 validation_1-mae:6516.58057 [130] validation_0-mae:6238.41699 validation_1-mae:6515.33740 [131] validation_0-mae:6232.85693 validation_1-mae:6514.08984 [132] validation_0-mae:6224.98584 validation_1-mae:6508.40723 [133] validation_0-mae:6221.24707 validation_1-mae:6506.43848 [134] validation_0-mae:6217.68555 validation_1-mae:6504.01416 [135] validation_0-mae:6212.77783 validation_1-mae:6502.07520 [136] validation_0-mae:6210.53906 validation_1-mae:6500.43408 [137] validation_0-mae:6207.04492 validation_1-mae:6498.25928 [138] validation_0-mae:6200.93945 validation_1-mae:6495.06445 [139] validation_0-mae:6193.73633 validation_1-mae:6491.10742 [140] validation_0-mae:6186.27246 validation_1-mae:6485.29004 [141] validation_0-mae:6181.36182 validation_1-mae:6480.86084 [142] validation_0-mae:6177.78174 validation_1-mae:6479.20117 [143] validation_0-mae:6173.85156 validation_1-mae:6478.28174 [144] validation_0-mae:6168.60400 validation_1-mae:6475.55225 [145] validation_0-mae:6165.00439 validation_1-mae:6472.77051 [146] validation_0-mae:6161.79736 validation_1-mae:6471.52686 [147] validation_0-mae:6158.32227 validation_1-mae:6470.45752 [148] validation_0-mae:6156.34424 validation_1-mae:6468.72266 [149] validation_0-mae:6151.41992 validation_1-mae:6465.98047 [150] validation_0-mae:6146.97852 validation_1-mae:6463.57471 [151] validation_0-mae:6144.58643 validation_1-mae:6462.20605 [152] validation_0-mae:6140.71582 validation_1-mae:6461.12549 [153] validation_0-mae:6136.57031 validation_1-mae:6459.12793 [154] validation_0-mae:6132.72510 validation_1-mae:6458.52344 [155] validation_0-mae:6131.06250 validation_1-mae:6458.95654 [156] validation_0-mae:6128.52148 validation_1-mae:6456.95947 [157] validation_0-mae:6124.57666 validation_1-mae:6454.99658 [158] validation_0-mae:6117.13574 validation_1-mae:6449.32715 [159] validation_0-mae:6112.59375 validation_1-mae:6446.52344 [160] validation_0-mae:6110.81152 validation_1-mae:6445.54834 [161] validation_0-mae:6105.97754 validation_1-mae:6441.51904 [162] validation_0-mae:6104.49414 validation_1-mae:6440.49707 [163] validation_0-mae:6098.61816 validation_1-mae:6438.03760 [164] validation_0-mae:6093.44092 validation_1-mae:6433.95947 [165] validation_0-mae:6088.95117 validation_1-mae:6432.65772 [166] validation_0-mae:6085.41357 validation_1-mae:6431.86621 [167] validation_0-mae:6083.00195 validation_1-mae:6430.98975 [168] validation_0-mae:6079.84375 validation_1-mae:6430.06885 [169] validation_0-mae:6074.00977 validation_1-mae:6428.20215 [170] validation_0-mae:6070.56885 validation_1-mae:6427.18750 [171] validation_0-mae:6067.46826 validation_1-mae:6424.89355 [172] validation_0-mae:6062.90674 validation_1-mae:6422.05518 [173] validation_0-mae:6059.74902 validation_1-mae:6420.27588 [174] validation_0-mae:6054.70898 validation_1-mae:6417.08398 [175] validation_0-mae:6049.44629 validation_1-mae:6416.31250 [176] validation_0-mae:6047.04492 validation_1-mae:6415.73926 [177] validation_0-mae:6042.59473 validation_1-mae:6414.37695 [178] validation_0-mae:6039.55762 validation_1-mae:6413.25830 [179] validation_0-mae:6035.12939 validation_1-mae:6411.32764 [180] validation_0-mae:6032.97656 validation_1-mae:6410.28125 [181] validation_0-mae:6030.54150 validation_1-mae:6409.95703 [182] validation_0-mae:6026.71045 validation_1-mae:6408.41064 [183] validation_0-mae:6022.67920 validation_1-mae:6407.66016 [184] validation_0-mae:6020.37744 validation_1-mae:6406.16113 [185] validation_0-mae:6018.02393 validation_1-mae:6404.28857 [186] validation_0-mae:6015.42139 validation_1-mae:6402.53027 [187] validation_0-mae:6009.11670 validation_1-mae:6398.84717 [188] validation_0-mae:6003.06397 validation_1-mae:6396.13818 [189] validation_0-mae:5999.44336 validation_1-mae:6395.19092 [190] validation_0-mae:5996.29150 validation_1-mae:6393.04004 [191] validation_0-mae:5990.61865 validation_1-mae:6389.26611 [192] validation_0-mae:5985.24316 validation_1-mae:6385.16260 [193] validation_0-mae:5983.02930 validation_1-mae:6384.35791 [194] validation_0-mae:5981.61816 validation_1-mae:6383.93457 [195] validation_0-mae:5977.94092 validation_1-mae:6382.27490 [196] validation_0-mae:5974.88477 validation_1-mae:6382.27295 [197] validation_0-mae:5971.56543 validation_1-mae:6380.63477 [198] validation_0-mae:5969.37353 validation_1-mae:6379.85156 [199] validation_0-mae:5963.98926 validation_1-mae:6376.29346 [200] validation_0-mae:5961.14697 validation_1-mae:6375.25977 [201] validation_0-mae:5958.40576 validation_1-mae:6373.40772 [202] validation_0-mae:5956.02588 validation_1-mae:6372.07910 [203] validation_0-mae:5949.55420 validation_1-mae:6367.62158 [204] validation_0-mae:5946.84522 validation_1-mae:6367.25293 [205] validation_0-mae:5944.51367 validation_1-mae:6365.18213 [206] validation_0-mae:5939.36523 validation_1-mae:6362.48486 [207] validation_0-mae:5934.53857 validation_1-mae:6360.15772 [208] validation_0-mae:5931.72998 validation_1-mae:6358.96094 [209] validation_0-mae:5928.93164 validation_1-mae:6358.07422 [210] validation_0-mae:5926.60693 validation_1-mae:6357.40137 [211] validation_0-mae:5924.43457 validation_1-mae:6355.82764 [212] validation_0-mae:5921.76123 validation_1-mae:6354.39746 [213] validation_0-mae:5919.55518 validation_1-mae:6353.87109 [214] validation_0-mae:5917.35791 validation_1-mae:6353.08301 [215] validation_0-mae:5914.52881 validation_1-mae:6350.46338 [216] validation_0-mae:5911.25342 validation_1-mae:6350.84912 [217] validation_0-mae:5907.64258 validation_1-mae:6350.48682 [218] validation_0-mae:5903.75635 validation_1-mae:6349.13037 [219] validation_0-mae:5899.86719 validation_1-mae:6348.09912 [220] validation_0-mae:5897.08740 validation_1-mae:6347.32422 [221] validation_0-mae:5895.66309 validation_1-mae:6346.16748 [222] validation_0-mae:5890.93994 validation_1-mae:6344.98730 [223] validation_0-mae:5889.02441 validation_1-mae:6345.30078 [224] validation_0-mae:5887.85254 validation_1-mae:6345.49951 [225] validation_0-mae:5886.47559 validation_1-mae:6345.14111 [226] validation_0-mae:5884.77490 validation_1-mae:6343.93213 [227] validation_0-mae:5882.26514 validation_1-mae:6342.51758 [228] validation_0-mae:5878.87500 validation_1-mae:6341.55078 [229] validation_0-mae:5876.16895 validation_1-mae:6340.81103 [230] validation_0-mae:5873.18115 validation_1-mae:6340.16846 [231] validation_0-mae:5869.31103 validation_1-mae:6337.47461 [232] validation_0-mae:5864.59570 validation_1-mae:6335.25147 [233] validation_0-mae:5862.32568 validation_1-mae:6334.34228 [234] validation_0-mae:5861.21143 validation_1-mae:6334.13574 [235] validation_0-mae:5858.41260 validation_1-mae:6332.84717 [236] validation_0-mae:5857.27148 validation_1-mae:6332.41455 [237] validation_0-mae:5855.18506 validation_1-mae:6330.73779 [238] validation_0-mae:5851.87402 validation_1-mae:6328.81299 [239] validation_0-mae:5848.99951 validation_1-mae:6327.46094 [240] validation_0-mae:5847.23682 validation_1-mae:6327.27734 [241] validation_0-mae:5845.80713 validation_1-mae:6326.88135 [242] validation_0-mae:5842.13428 validation_1-mae:6326.08496 [243] validation_0-mae:5838.60156 validation_1-mae:6324.69531 [244] validation_0-mae:5836.71338 validation_1-mae:6324.66260 [245] validation_0-mae:5832.79150 validation_1-mae:6323.00049 [246] validation_0-mae:5831.43164 validation_1-mae:6323.31592 [247] validation_0-mae:5828.48975 validation_1-mae:6322.28125 [248] validation_0-mae:5827.64844 validation_1-mae:6321.90478 [249] validation_0-mae:5825.87012 validation_1-mae:6320.75000 [250] validation_0-mae:5822.88232 validation_1-mae:6320.41846 [251] validation_0-mae:5817.11475 validation_1-mae:6316.10205 [252] validation_0-mae:5812.16455 validation_1-mae:6313.94873 [253] validation_0-mae:5807.53027 validation_1-mae:6312.37647 [254] validation_0-mae:5805.06494 validation_1-mae:6311.14355 [255] validation_0-mae:5802.68311 validation_1-mae:6308.62598 [256] validation_0-mae:5798.71973 validation_1-mae:6305.67334 [257] validation_0-mae:5796.04883 validation_1-mae:6304.88623 [258] validation_0-mae:5792.78418 validation_1-mae:6303.90088 [259] validation_0-mae:5790.78809 validation_1-mae:6303.34814 [260] validation_0-mae:5789.60547 validation_1-mae:6303.20801 [261] validation_0-mae:5787.02100 validation_1-mae:6302.71631 [262] validation_0-mae:5783.80859 validation_1-mae:6301.77490 [263] validation_0-mae:5782.28516 validation_1-mae:6301.19824 [264] validation_0-mae:5781.03174 validation_1-mae:6300.55322 [265] validation_0-mae:5779.18115 validation_1-mae:6299.45801 [266] validation_0-mae:5776.16943 validation_1-mae:6298.64062 [267] validation_0-mae:5772.74463 validation_1-mae:6297.89697 [268] validation_0-mae:5769.62598 validation_1-mae:6296.59522 [269] validation_0-mae:5766.34033 validation_1-mae:6294.02637 [270] validation_0-mae:5764.17480 validation_1-mae:6293.64941 [271] validation_0-mae:5762.79443 validation_1-mae:6293.14307 [272] validation_0-mae:5761.11523 validation_1-mae:6292.03906 [273] validation_0-mae:5760.05029 validation_1-mae:6291.80713 [274] validation_0-mae:5757.59814 validation_1-mae:6290.60547 [275] validation_0-mae:5751.48535 validation_1-mae:6286.82520 [276] validation_0-mae:5750.80469 validation_1-mae:6286.62012 [277] validation_0-mae:5747.51221 validation_1-mae:6284.69141 [278] validation_0-mae:5744.28027 validation_1-mae:6282.53857 [279] validation_0-mae:5740.71387 validation_1-mae:6280.81543 [280] validation_0-mae:5737.44238 validation_1-mae:6279.68066 [281] validation_0-mae:5736.11621 validation_1-mae:6279.51172 [282] validation_0-mae:5733.84033 validation_1-mae:6279.75439 [283] validation_0-mae:5731.48828 validation_1-mae:6278.73584 [284] validation_0-mae:5728.36523 validation_1-mae:6278.58740 [285] validation_0-mae:5726.42627 validation_1-mae:6278.81250 [286] validation_0-mae:5721.52832 validation_1-mae:6274.35205 [287] validation_0-mae:5716.42627 validation_1-mae:6272.32715 [288] validation_0-mae:5712.69727 validation_1-mae:6270.34717 [289] validation_0-mae:5709.52637 validation_1-mae:6269.51904 [290] validation_0-mae:5706.31299 validation_1-mae:6267.91260 [291] validation_0-mae:5705.67334 validation_1-mae:6267.48877 [292] validation_0-mae:5703.96436 validation_1-mae:6266.66846 [293] validation_0-mae:5702.35791 validation_1-mae:6266.32861 [294] validation_0-mae:5699.67627 validation_1-mae:6265.71826 [295] validation_0-mae:5697.68506 validation_1-mae:6265.84473 [296] validation_0-mae:5695.38330 validation_1-mae:6265.45312 [297] validation_0-mae:5693.12256 validation_1-mae:6264.34522 [298] validation_0-mae:5690.47852 validation_1-mae:6263.19287 [299] validation_0-mae:5688.28125 validation_1-mae:6262.35889 [300] validation_0-mae:5685.68603 validation_1-mae:6261.92285 [301] validation_0-mae:5683.53760 validation_1-mae:6261.55078 [302] validation_0-mae:5682.72022 validation_1-mae:6261.20215 [303] validation_0-mae:5680.41797 validation_1-mae:6260.25195 [304] validation_0-mae:5676.44482 validation_1-mae:6257.59619 [305] validation_0-mae:5673.46240 validation_1-mae:6256.74853 [306] validation_0-mae:5670.08105 validation_1-mae:6254.90283 [307] validation_0-mae:5668.32373 validation_1-mae:6253.75195 [308] validation_0-mae:5663.62256 validation_1-mae:6251.48389 [309] validation_0-mae:5660.97412 validation_1-mae:6250.88721 [310] validation_0-mae:5656.29639 validation_1-mae:6247.80273 [311] validation_0-mae:5653.94238 validation_1-mae:6247.31201 [312] validation_0-mae:5651.20459 validation_1-mae:6248.12061 [313] validation_0-mae:5648.05371 validation_1-mae:6246.32910 [314] validation_0-mae:5645.28906 validation_1-mae:6244.94092 [315] validation_0-mae:5642.75830 validation_1-mae:6244.12207 [316] validation_0-mae:5638.97217 validation_1-mae:6242.43457 [317] validation_0-mae:5635.86426 validation_1-mae:6239.92529 [318] validation_0-mae:5634.34473 validation_1-mae:6239.08350 [319] validation_0-mae:5631.65332 validation_1-mae:6237.18555 [320] validation_0-mae:5630.43506 validation_1-mae:6235.95752 [321] validation_0-mae:5629.84912 validation_1-mae:6235.64551 [322] validation_0-mae:5629.01074 validation_1-mae:6234.94385 [323] validation_0-mae:5625.91748 validation_1-mae:6233.21924 [324] validation_0-mae:5623.66602 validation_1-mae:6232.56641 [325] validation_0-mae:5621.65478 validation_1-mae:6232.63965 [326] validation_0-mae:5616.28467 validation_1-mae:6229.73535 [327] validation_0-mae:5613.15088 validation_1-mae:6229.03955 [328] validation_0-mae:5611.78564 validation_1-mae:6228.69238 [329] validation_0-mae:5607.31543 validation_1-mae:6225.98828 [330] validation_0-mae:5605.68213 validation_1-mae:6225.43066 [331] validation_0-mae:5601.43213 validation_1-mae:6224.46387 [332] validation_0-mae:5597.50391 validation_1-mae:6222.22803 [333] validation_0-mae:5595.96582 validation_1-mae:6222.41846 [334] validation_0-mae:5593.79688 validation_1-mae:6222.28613 [335] validation_0-mae:5591.36719 validation_1-mae:6221.84277 [336] validation_0-mae:5590.89160 validation_1-mae:6222.19873 [337] validation_0-mae:5587.20898 validation_1-mae:6220.21924 [338] validation_0-mae:5585.27637 validation_1-mae:6219.85645 [339] validation_0-mae:5583.40137 validation_1-mae:6219.62744 [340] validation_0-mae:5580.73828 validation_1-mae:6218.84717 [341] validation_0-mae:5577.06982 validation_1-mae:6215.66943 [342] validation_0-mae:5570.94727 validation_1-mae:6214.17285 [343] validation_0-mae:5568.94287 validation_1-mae:6212.61084 [344] validation_0-mae:5568.32373 validation_1-mae:6212.48633 [345] validation_0-mae:5565.53662 validation_1-mae:6211.93652 [346] validation_0-mae:5563.63623 validation_1-mae:6211.03711 [347] validation_0-mae:5560.08545 validation_1-mae:6209.36035 [348] validation_0-mae:5559.01807 validation_1-mae:6209.15332 [349] validation_0-mae:5556.91016 validation_1-mae:6208.69531 [350] validation_0-mae:5551.63721 validation_1-mae:6204.03418 [351] validation_0-mae:5549.53125 validation_1-mae:6203.71387 [352] validation_0-mae:5546.68359 validation_1-mae:6202.19434 [353] validation_0-mae:5544.68066 validation_1-mae:6201.69824 [354] validation_0-mae:5543.58057 validation_1-mae:6201.07959 [355] validation_0-mae:5540.11719 validation_1-mae:6199.69238 [356] validation_0-mae:5538.21191 validation_1-mae:6199.69336 [357] validation_0-mae:5536.19775 validation_1-mae:6198.18555 [358] validation_0-mae:5535.84180 validation_1-mae:6198.35352 [359] validation_0-mae:5534.33398 validation_1-mae:6197.65478 [360] validation_0-mae:5532.92236 validation_1-mae:6197.40674 [361] validation_0-mae:5532.04443 validation_1-mae:6196.82178 [362] validation_0-mae:5530.00488 validation_1-mae:6196.30713 [363] validation_0-mae:5528.90967 validation_1-mae:6196.27783 [364] validation_0-mae:5527.22607 validation_1-mae:6195.16992 [365] validation_0-mae:5524.77686 validation_1-mae:6194.92090 [366] validation_0-mae:5523.31445 validation_1-mae:6194.44336 [367] validation_0-mae:5518.33838 validation_1-mae:6190.57764 [368] validation_0-mae:5516.63770 validation_1-mae:6189.79541 [369] validation_0-mae:5515.20996 validation_1-mae:6188.77344 [370] validation_0-mae:5513.43701 validation_1-mae:6188.87793 [371] validation_0-mae:5513.13330 validation_1-mae:6188.76855 [372] validation_0-mae:5511.44873 validation_1-mae:6188.37891 [373] validation_0-mae:5509.66357 validation_1-mae:6187.37207 [374] validation_0-mae:5509.00586 validation_1-mae:6187.44873 [375] validation_0-mae:5506.03369 validation_1-mae:6188.00928 [376] validation_0-mae:5503.23096 validation_1-mae:6186.93066 [377] validation_0-mae:5499.20605 validation_1-mae:6184.97607 [378] validation_0-mae:5496.81934 validation_1-mae:6184.10254 [379] validation_0-mae:5494.80420 validation_1-mae:6183.62695 [380] validation_0-mae:5490.76123 validation_1-mae:6180.93897 [381] validation_0-mae:5488.55322 validation_1-mae:6179.85059 [382] validation_0-mae:5487.23926 validation_1-mae:6180.01465 [383] validation_0-mae:5485.36572 validation_1-mae:6179.70068 [384] validation_0-mae:5483.07959 validation_1-mae:6178.98975 [385] validation_0-mae:5481.09375 validation_1-mae:6178.50195 [386] validation_0-mae:5479.24609 validation_1-mae:6177.56055 [387] validation_0-mae:5478.85156 validation_1-mae:6177.46289 [388] validation_0-mae:5478.29639 validation_1-mae:6177.59375 [389] validation_0-mae:5476.09766 validation_1-mae:6177.12988 [390] validation_0-mae:5474.41309 validation_1-mae:6177.24121 [391] validation_0-mae:5473.64209 validation_1-mae:6176.48877 [392] validation_0-mae:5469.52246 validation_1-mae:6175.22266 [393] validation_0-mae:5467.35156 validation_1-mae:6175.58984 [394] validation_0-mae:5465.44482 validation_1-mae:6175.73340 [395] validation_0-mae:5464.31738 validation_1-mae:6175.60059 [396] validation_0-mae:5462.21973 validation_1-mae:6174.62793 [397] validation_0-mae:5460.72461 validation_1-mae:6174.00781 [398] validation_0-mae:5457.33887 validation_1-mae:6171.32324 [399] validation_0-mae:5454.18555 validation_1-mae:6169.38916 [400] validation_0-mae:5452.91602 validation_1-mae:6168.50537 [401] validation_0-mae:5450.46045 validation_1-mae:6168.25244 [402] validation_0-mae:5449.37549 validation_1-mae:6168.17139 [403] validation_0-mae:5448.10059 validation_1-mae:6168.58252 [404] validation_0-mae:5444.68213 validation_1-mae:6166.87402 [405] validation_0-mae:5442.29395 validation_1-mae:6165.91309 [406] validation_0-mae:5441.68652 validation_1-mae:6165.64795 [407] validation_0-mae:5439.77246 validation_1-mae:6164.81055 [408] validation_0-mae:5435.61816 validation_1-mae:6162.62158 [409] validation_0-mae:5434.54004 validation_1-mae:6162.25830 [410] validation_0-mae:5433.26123 validation_1-mae:6161.37305 [411] validation_0-mae:5430.48779 validation_1-mae:6161.12842 [412] validation_0-mae:5428.22314 validation_1-mae:6160.61133 [413] validation_0-mae:5425.15674 validation_1-mae:6158.56982 [414] validation_0-mae:5423.06592 validation_1-mae:6158.24853 [415] validation_0-mae:5419.34131 validation_1-mae:6156.50391 [416] validation_0-mae:5418.49219 validation_1-mae:6156.80225 [417] validation_0-mae:5418.22900 validation_1-mae:6156.71338 [418] validation_0-mae:5416.93750 validation_1-mae:6156.64160 [419] validation_0-mae:5414.77344 validation_1-mae:6155.55127 [420] validation_0-mae:5413.99072 validation_1-mae:6155.68897 [421] validation_0-mae:5411.52344 validation_1-mae:6155.30078 [422] validation_0-mae:5409.70361 validation_1-mae:6154.85986 [423] validation_0-mae:5406.57178 validation_1-mae:6155.55762 [424] validation_0-mae:5405.53516 validation_1-mae:6156.17090 [425] validation_0-mae:5403.76953 validation_1-mae:6154.92334 [426] validation_0-mae:5400.15820 validation_1-mae:6153.25049 [427] validation_0-mae:5396.70068 validation_1-mae:6152.52686 [428] validation_0-mae:5394.45508 validation_1-mae:6152.00342 [429] validation_0-mae:5392.04297 validation_1-mae:6150.76953 [430] validation_0-mae:5389.35938 validation_1-mae:6151.34180 [431] validation_0-mae:5388.04395 validation_1-mae:6150.70605 [432] validation_0-mae:5386.29346 validation_1-mae:6149.69385 [433] validation_0-mae:5384.11426 validation_1-mae:6149.67139 [434] validation_0-mae:5382.00781 validation_1-mae:6148.62500 [435] validation_0-mae:5377.53516 validation_1-mae:6147.63867 [436] validation_0-mae:5375.09326 validation_1-mae:6146.91650 [437] validation_0-mae:5373.49170 validation_1-mae:6146.82129 [438] validation_0-mae:5371.17188 validation_1-mae:6145.27734 [439] validation_0-mae:5369.43164 validation_1-mae:6144.96191 [440] validation_0-mae:5368.37158 validation_1-mae:6144.40918 [441] validation_0-mae:5368.00147 validation_1-mae:6144.47803 [442] validation_0-mae:5367.38574 validation_1-mae:6144.02197 [443] validation_0-mae:5366.72852 validation_1-mae:6144.22949 [444] validation_0-mae:5364.45850 validation_1-mae:6143.31982 [445] validation_0-mae:5363.61670 validation_1-mae:6143.13916 [446] validation_0-mae:5359.71973 validation_1-mae:6140.60645 [447] validation_0-mae:5358.58838 validation_1-mae:6140.16943 [448] validation_0-mae:5357.14697 validation_1-mae:6140.04199 [449] validation_0-mae:5356.31201 validation_1-mae:6140.66211 [450] validation_0-mae:5354.92725 validation_1-mae:6141.12842 [451] validation_0-mae:5354.08350 validation_1-mae:6140.85010 [452] validation_0-mae:5351.81201 validation_1-mae:6139.90918 [453] validation_0-mae:5350.69678 validation_1-mae:6139.73975 [454] validation_0-mae:5349.34326 validation_1-mae:6140.19922 [455] validation_0-mae:5347.08643 validation_1-mae:6140.74951 [456] validation_0-mae:5345.34180 validation_1-mae:6140.50049 [457] validation_0-mae:5344.84717 validation_1-mae:6140.35059 [458] validation_0-mae:5342.95166 validation_1-mae:6138.63525 [459] validation_0-mae:5341.32861 validation_1-mae:6138.13623 [460] validation_0-mae:5340.82568 validation_1-mae:6138.12256 [461] validation_0-mae:5338.06787 validation_1-mae:6137.02978 [462] validation_0-mae:5335.71924 validation_1-mae:6137.04932 [463] validation_0-mae:5333.29785 validation_1-mae:6137.32227 [464] validation_0-mae:5331.06445 validation_1-mae:6136.27295 [465] validation_0-mae:5329.32227 validation_1-mae:6136.21240 [466] validation_0-mae:5325.78516 validation_1-mae:6134.00147 [467] validation_0-mae:5324.42236 validation_1-mae:6133.84424 [468] validation_0-mae:5322.17822 validation_1-mae:6132.87305 [469] validation_0-mae:5320.69238 validation_1-mae:6132.80713 [470] validation_0-mae:5319.07178 validation_1-mae:6132.37158 [471] validation_0-mae:5317.44043 validation_1-mae:6131.77344 [472] validation_0-mae:5314.74561 validation_1-mae:6131.32227 [473] validation_0-mae:5309.73535 validation_1-mae:6129.13525 [474] validation_0-mae:5308.05908 validation_1-mae:6128.30566 [475] validation_0-mae:5305.33887 validation_1-mae:6127.10938 [476] validation_0-mae:5303.83105 validation_1-mae:6126.62500 [477] validation_0-mae:5302.96924 validation_1-mae:6126.31397 [478] validation_0-mae:5301.66992 validation_1-mae:6125.93994 [479] validation_0-mae:5300.43652 validation_1-mae:6125.59375 [480] validation_0-mae:5298.93262 validation_1-mae:6126.22412 [481] validation_0-mae:5297.60205 validation_1-mae:6125.81641 [482] validation_0-mae:5297.23779 validation_1-mae:6125.82178 [483] validation_0-mae:5295.16602 validation_1-mae:6124.74365 [484] validation_0-mae:5293.50879 validation_1-mae:6124.68603 [485] validation_0-mae:5291.87549 validation_1-mae:6124.94971 [486] validation_0-mae:5290.82666 validation_1-mae:6124.58594 [487] validation_0-mae:5290.12109 validation_1-mae:6124.43945 [488] validation_0-mae:5288.42480 validation_1-mae:6124.76953 [489] validation_0-mae:5287.47363 validation_1-mae:6124.95752 [490] validation_0-mae:5285.87598 validation_1-mae:6124.29785 [491] validation_0-mae:5284.05322 validation_1-mae:6124.10547 [492] validation_0-mae:5280.40918 validation_1-mae:6123.39209 [493] validation_0-mae:5277.17041 validation_1-mae:6121.52588 [494] validation_0-mae:5275.01465 validation_1-mae:6120.70020 [495] validation_0-mae:5272.48779 validation_1-mae:6120.27344 [496] validation_0-mae:5271.75586 validation_1-mae:6120.86035 [497] validation_0-mae:5268.18262 validation_1-mae:6118.76270 [498] validation_0-mae:5266.75928 validation_1-mae:6120.00684 [499] validation_0-mae:5263.88232 validation_1-mae:6118.20020 [500] validation_0-mae:5262.42480 validation_1-mae:6117.80762 [501] validation_0-mae:5260.75537 validation_1-mae:6118.10400 [502] validation_0-mae:5260.58301 validation_1-mae:6118.16064 [503] validation_0-mae:5260.16016 validation_1-mae:6118.03223 [504] validation_0-mae:5257.56250 validation_1-mae:6116.43115 [505] validation_0-mae:5255.39111 validation_1-mae:6116.33105 [506] validation_0-mae:5254.09619 validation_1-mae:6116.44678 [507] validation_0-mae:5252.34375 validation_1-mae:6116.36523 [508] validation_0-mae:5251.20459 validation_1-mae:6116.12598 [509] validation_0-mae:5247.90820 validation_1-mae:6114.52197 [510] validation_0-mae:5246.03809 validation_1-mae:6113.78613 [511] validation_0-mae:5243.23926 validation_1-mae:6112.73193 [512] validation_0-mae:5240.93457 validation_1-mae:6111.56152 [513] validation_0-mae:5239.58545 validation_1-mae:6111.64844 [514] validation_0-mae:5237.52148 validation_1-mae:6110.97412 [515] validation_0-mae:5236.08105 validation_1-mae:6110.22803 [516] validation_0-mae:5233.79590 validation_1-mae:6109.54297 [517] validation_0-mae:5231.02588 validation_1-mae:6109.71484 [518] validation_0-mae:5229.78125 validation_1-mae:6109.99023 [519] validation_0-mae:5228.62891 validation_1-mae:6110.25342 [520] validation_0-mae:5227.82666 validation_1-mae:6110.12256 [521] validation_0-mae:5225.68408 validation_1-mae:6109.94336 [522] validation_0-mae:5223.71338 validation_1-mae:6108.66357 [523] validation_0-mae:5223.47168 validation_1-mae:6108.49463 [524] validation_0-mae:5218.75732 validation_1-mae:6106.16211 [525] validation_0-mae:5217.63428 validation_1-mae:6106.37549 [526] validation_0-mae:5215.80078 validation_1-mae:6105.77783 [527] validation_0-mae:5213.92090 validation_1-mae:6104.68603 [528] validation_0-mae:5211.75635 validation_1-mae:6103.60742 [529] validation_0-mae:5209.53662 validation_1-mae:6102.87451 [530] validation_0-mae:5208.77783 validation_1-mae:6102.82715 [531] validation_0-mae:5207.84619 validation_1-mae:6102.60352 [532] validation_0-mae:5206.90234 validation_1-mae:6102.37598 [533] validation_0-mae:5205.38770 validation_1-mae:6102.29590 [534] validation_0-mae:5203.90723 validation_1-mae:6102.24023 [535] validation_0-mae:5201.38428 validation_1-mae:6100.73584 [536] validation_0-mae:5197.76660 validation_1-mae:6099.68701 [537] validation_0-mae:5197.03662 validation_1-mae:6099.31299 [538] validation_0-mae:5195.35010 validation_1-mae:6099.40918 [539] validation_0-mae:5194.56787 validation_1-mae:6099.63623 [540] validation_0-mae:5193.52783 validation_1-mae:6099.27246 [541] validation_0-mae:5192.63379 validation_1-mae:6099.30469 [542] validation_0-mae:5191.37305 validation_1-mae:6100.42578 [543] validation_0-mae:5190.21289 validation_1-mae:6100.17725 [544] validation_0-mae:5187.85986 validation_1-mae:6100.79346 [545] validation_0-mae:5186.66650 validation_1-mae:6100.08008 [546] validation_0-mae:5185.14746 validation_1-mae:6099.76318 [547] validation_0-mae:5183.46240 validation_1-mae:6099.00244 [548] validation_0-mae:5183.31543 validation_1-mae:6099.13916 [549] validation_0-mae:5181.03223 validation_1-mae:6099.48779 [550] validation_0-mae:5179.27051 validation_1-mae:6099.18652 [551] validation_0-mae:5177.31397 validation_1-mae:6098.62256 [552] validation_0-mae:5173.59912 validation_1-mae:6096.96582 [553] validation_0-mae:5171.07715 validation_1-mae:6098.08252 [554] validation_0-mae:5169.43701 validation_1-mae:6097.89648 [555] validation_0-mae:5168.25342 validation_1-mae:6097.44629 [556] validation_0-mae:5166.91748 validation_1-mae:6097.05518 [557] validation_0-mae:5166.63086 validation_1-mae:6097.01562 [558] validation_0-mae:5165.37402 validation_1-mae:6097.49023 [559] validation_0-mae:5163.05518 validation_1-mae:6097.24268 [560] validation_0-mae:5162.59131 validation_1-mae:6097.38428 [561] validation_0-mae:5160.29102 validation_1-mae:6097.68994 [562] validation_0-mae:5159.34082 validation_1-mae:6097.91846 [563] validation_0-mae:5156.83594 validation_1-mae:6097.55420 [564] validation_0-mae:5155.86768 validation_1-mae:6097.33057 [565] validation_0-mae:5154.46045 validation_1-mae:6096.99561 [566] validation_0-mae:5153.20752 validation_1-mae:6096.78809 [567] validation_0-mae:5151.31250 validation_1-mae:6097.74463 [568] validation_0-mae:5150.26172 validation_1-mae:6097.39502 [569] validation_0-mae:5149.80566 validation_1-mae:6097.35059 [570] validation_0-mae:5148.41309 validation_1-mae:6096.39355 [571] validation_0-mae:5147.47900 validation_1-mae:6096.39014 [572] validation_0-mae:5146.25977 validation_1-mae:6096.21875 [573] validation_0-mae:5145.08057 validation_1-mae:6096.08252 [574] validation_0-mae:5144.29688 validation_1-mae:6096.19580 [575] validation_0-mae:5144.21582 validation_1-mae:6096.22607 [576] validation_0-mae:5143.57666 validation_1-mae:6095.95117 [577] validation_0-mae:5141.34326 validation_1-mae:6095.36621 [578] validation_0-mae:5137.54443 validation_1-mae:6095.43897 [579] validation_0-mae:5136.13135 validation_1-mae:6095.52686 [580] validation_0-mae:5134.36084 validation_1-mae:6095.02393 [581] validation_0-mae:5132.69531 validation_1-mae:6093.78906 [582] validation_0-mae:5131.73145 validation_1-mae:6093.66699 [583] validation_0-mae:5129.74756 validation_1-mae:6093.34326 [584] validation_0-mae:5128.64990 validation_1-mae:6093.18262 [585] validation_0-mae:5127.18994 validation_1-mae:6093.12891 [586] validation_0-mae:5126.08984 validation_1-mae:6093.19189 [587] validation_0-mae:5124.61670 validation_1-mae:6092.85596 [588] validation_0-mae:5123.21240 validation_1-mae:6092.87109 [589] validation_0-mae:5120.67383 validation_1-mae:6090.88721 [590] validation_0-mae:5119.35791 validation_1-mae:6090.39209 [591] validation_0-mae:5116.69043 validation_1-mae:6090.41260 [592] validation_0-mae:5115.21484 validation_1-mae:6089.83350 [593] validation_0-mae:5111.46094 validation_1-mae:6088.36963 [594] validation_0-mae:5109.82373 validation_1-mae:6088.04248 [595] validation_0-mae:5109.33203 validation_1-mae:6087.92236 [596] validation_0-mae:5108.49316 validation_1-mae:6088.01611 [597] validation_0-mae:5107.26807 validation_1-mae:6087.62061 [598] validation_0-mae:5105.65137 validation_1-mae:6087.28174 [599] validation_0-mae:5104.79346 validation_1-mae:6086.93359 [600] validation_0-mae:5103.95264 validation_1-mae:6086.83301 [601] validation_0-mae:5102.95117 validation_1-mae:6087.18213 [602] validation_0-mae:5100.58789 validation_1-mae:6086.04199 [603] validation_0-mae:5099.50635 validation_1-mae:6085.93555 [604] validation_0-mae:5097.19336 validation_1-mae:6084.72998 [605] validation_0-mae:5096.92627 validation_1-mae:6085.08105 [606] validation_0-mae:5096.62500 validation_1-mae:6085.01660 [607] validation_0-mae:5094.72314 validation_1-mae:6083.92285 [608] validation_0-mae:5092.48926 validation_1-mae:6083.13770 [609] validation_0-mae:5091.57471 validation_1-mae:6083.60400 [610] validation_0-mae:5090.52881 validation_1-mae:6083.27441 [611] validation_0-mae:5088.66846 validation_1-mae:6083.14551 [612] validation_0-mae:5086.14746 validation_1-mae:6082.96387 [613] validation_0-mae:5085.41260 validation_1-mae:6082.77441 [614] validation_0-mae:5084.03564 validation_1-mae:6082.26367 [615] validation_0-mae:5082.99951 validation_1-mae:6081.70801 [616] validation_0-mae:5080.78027 validation_1-mae:6081.86719 [617] validation_0-mae:5079.29346 validation_1-mae:6082.19287 [618] validation_0-mae:5076.12109 validation_1-mae:6081.65234 [619] validation_0-mae:5074.08398 validation_1-mae:6081.41602 [620] validation_0-mae:5071.25732 validation_1-mae:6081.19971 [621] validation_0-mae:5068.63281 validation_1-mae:6079.27002 [622] validation_0-mae:5065.39941 validation_1-mae:6078.28857 [623] validation_0-mae:5064.25098 validation_1-mae:6078.24072 [624] validation_0-mae:5061.47705 validation_1-mae:6078.77832 [625] validation_0-mae:5058.99658 validation_1-mae:6078.91162 [626] validation_0-mae:5058.45117 validation_1-mae:6078.67725 [627] validation_0-mae:5056.58105 validation_1-mae:6078.49170 [628] validation_0-mae:5056.13818 validation_1-mae:6078.30225 [629] validation_0-mae:5054.58887 validation_1-mae:6077.97022 [630] validation_0-mae:5053.45605 validation_1-mae:6078.13867 [631] validation_0-mae:5052.67383 validation_1-mae:6078.01318 [632] validation_0-mae:5051.14795 validation_1-mae:6078.26172 [633] validation_0-mae:5050.83057 validation_1-mae:6078.43262 [634] validation_0-mae:5049.21143 validation_1-mae:6078.75684 [635] validation_0-mae:5046.60498 validation_1-mae:6077.14941 [636] validation_0-mae:5044.62158 validation_1-mae:6076.09277 [637] validation_0-mae:5043.62402 validation_1-mae:6075.84424 [638] validation_0-mae:5043.05322 validation_1-mae:6075.59082 [639] validation_0-mae:5041.44482 validation_1-mae:6074.98145 [640] validation_0-mae:5040.47607 validation_1-mae:6074.98291 [641] validation_0-mae:5037.99707 validation_1-mae:6074.79639 [642] validation_0-mae:5035.79443 validation_1-mae:6073.60693 [643] validation_0-mae:5034.42188 validation_1-mae:6074.12158 [644] validation_0-mae:5032.64502 validation_1-mae:6073.96680 [645] validation_0-mae:5031.36670 validation_1-mae:6073.42383 [646] validation_0-mae:5030.02783 validation_1-mae:6073.71045 [647] validation_0-mae:5028.98096 validation_1-mae:6073.92529 [648] validation_0-mae:5027.19775 validation_1-mae:6073.38818 [649] validation_0-mae:5025.10107 validation_1-mae:6072.84668 [650] validation_0-mae:5024.22510 validation_1-mae:6072.87549 [651] validation_0-mae:5021.84766 validation_1-mae:6072.82178 [652] validation_0-mae:5018.88525 validation_1-mae:6072.02588 [653] validation_0-mae:5016.11035 validation_1-mae:6071.71143 [654] validation_0-mae:5014.70850 validation_1-mae:6071.79150 [655] validation_0-mae:5013.53027 validation_1-mae:6071.43897 [656] validation_0-mae:5011.82520 validation_1-mae:6071.48682 [657] validation_0-mae:5010.52100 validation_1-mae:6071.27100 [658] validation_0-mae:5008.51270 validation_1-mae:6070.57959 [659] validation_0-mae:5007.20166 validation_1-mae:6070.76807 [660] validation_0-mae:5005.09180 validation_1-mae:6070.14648 [661] validation_0-mae:5004.21680 validation_1-mae:6069.97998 [662] validation_0-mae:5002.18994 validation_1-mae:6069.45947 [663] validation_0-mae:5000.87744 validation_1-mae:6069.84522 [664] validation_0-mae:5000.18945 validation_1-mae:6069.63770 [665] validation_0-mae:5000.04492 validation_1-mae:6069.36035 [666] validation_0-mae:4998.71387 validation_1-mae:6069.10059 [667] validation_0-mae:4996.05664 validation_1-mae:6068.37939 [668] validation_0-mae:4994.86182 validation_1-mae:6067.90381 [669] validation_0-mae:4993.07520 validation_1-mae:6068.45703 [670] validation_0-mae:4992.94678 validation_1-mae:6068.43457 [671] validation_0-mae:4991.43603 validation_1-mae:6068.42822 [672] validation_0-mae:4989.99121 validation_1-mae:6068.16455 [673] validation_0-mae:4987.03174 validation_1-mae:6067.23877 [674] validation_0-mae:4985.89111 validation_1-mae:6066.87402 [675] validation_0-mae:4985.15918 validation_1-mae:6067.29248 [676] validation_0-mae:4984.10254 validation_1-mae:6066.92090 [677] validation_0-mae:4982.95508 validation_1-mae:6066.76025 [678] validation_0-mae:4980.59082 validation_1-mae:6065.73291 [679] validation_0-mae:4979.37598 validation_1-mae:6065.20166 [680] validation_0-mae:4977.97852 validation_1-mae:6065.31445 [681] validation_0-mae:4977.18457 validation_1-mae:6065.45020 [682] validation_0-mae:4974.72900 validation_1-mae:6064.36621 [683] validation_0-mae:4973.13721 validation_1-mae:6064.56494 [684] validation_0-mae:4971.20068 validation_1-mae:6063.94580 [685] validation_0-mae:4970.22803 validation_1-mae:6063.43750 [686] validation_0-mae:4968.76465 validation_1-mae:6063.34522 [687] validation_0-mae:4965.10449 validation_1-mae:6061.36914 [688] validation_0-mae:4963.46143 validation_1-mae:6061.64258 [689] validation_0-mae:4962.67676 validation_1-mae:6061.35449 [690] validation_0-mae:4961.51562 validation_1-mae:6061.05762 [691] validation_0-mae:4959.89551 validation_1-mae:6061.14795 [692] validation_0-mae:4957.91895 validation_1-mae:6061.03223 [693] validation_0-mae:4956.09619 validation_1-mae:6060.15820 [694] validation_0-mae:4955.31982 validation_1-mae:6060.20801 [695] validation_0-mae:4954.96143 validation_1-mae:6060.17432 [696] validation_0-mae:4953.42139 validation_1-mae:6059.72314 [697] validation_0-mae:4953.07178 validation_1-mae:6059.58398 [698] validation_0-mae:4951.98096 validation_1-mae:6059.85742 [699] validation_0-mae:4950.38818 validation_1-mae:6059.38330 [700] validation_0-mae:4948.67529 validation_1-mae:6059.05713 [701] validation_0-mae:4948.46826 validation_1-mae:6059.09766 [702] validation_0-mae:4946.22607 validation_1-mae:6058.63965 [703] validation_0-mae:4944.59228 validation_1-mae:6059.06592 [704] validation_0-mae:4944.12451 validation_1-mae:6058.72510 [705] validation_0-mae:4943.71191 validation_1-mae:6058.68799 [706] validation_0-mae:4942.01074 validation_1-mae:6058.23047 [707] validation_0-mae:4940.83301 validation_1-mae:6056.86279 [708] validation_0-mae:4939.96533 validation_1-mae:6057.23584 [709] validation_0-mae:4939.34717 validation_1-mae:6057.45850 [710] validation_0-mae:4938.58447 validation_1-mae:6057.41211 [711] validation_0-mae:4935.77637 validation_1-mae:6055.02930 [712] validation_0-mae:4933.95410 validation_1-mae:6054.95361 [713] validation_0-mae:4933.77100 validation_1-mae:6055.01465 [714] validation_0-mae:4932.79443 validation_1-mae:6054.12207 [715] validation_0-mae:4931.58545 validation_1-mae:6053.68164 [716] validation_0-mae:4930.08643 validation_1-mae:6052.34863 [717] validation_0-mae:4929.29297 validation_1-mae:6052.26270 [718] validation_0-mae:4928.23486 validation_1-mae:6051.86963 [719] validation_0-mae:4926.75195 validation_1-mae:6051.35107 [720] validation_0-mae:4925.23535 validation_1-mae:6052.04346 [721] validation_0-mae:4924.93848 validation_1-mae:6052.01904 [722] validation_0-mae:4924.88379 validation_1-mae:6052.07520 [723] validation_0-mae:4922.74268 validation_1-mae:6051.93506 [724] validation_0-mae:4922.04150 validation_1-mae:6051.84424 [725] validation_0-mae:4921.23828 validation_1-mae:6052.11133 [726] validation_0-mae:4919.62744 validation_1-mae:6051.76514 [727] validation_0-mae:4917.17920 validation_1-mae:6050.93652 [728] validation_0-mae:4914.19629 validation_1-mae:6049.92139 [729] validation_0-mae:4912.61865 validation_1-mae:6050.34522 [730] validation_0-mae:4911.60791 validation_1-mae:6050.66406 [731] validation_0-mae:4910.51416 validation_1-mae:6050.99951 [732] validation_0-mae:4909.58887 validation_1-mae:6050.91699 [733] validation_0-mae:4908.35742 validation_1-mae:6050.56445 [734] validation_0-mae:4907.19092 validation_1-mae:6050.76221 [735] validation_0-mae:4905.88525 validation_1-mae:6050.67773 [736] validation_0-mae:4905.41455 validation_1-mae:6050.40186 [737] validation_0-mae:4904.03027 validation_1-mae:6050.33350 [738] validation_0-mae:4903.22510 validation_1-mae:6050.89746 [739] validation_0-mae:4902.92285 validation_1-mae:6050.86426 [740] validation_0-mae:4902.50537 validation_1-mae:6050.72510 [741] validation_0-mae:4901.92920 validation_1-mae:6050.07471 [742] validation_0-mae:4900.75293 validation_1-mae:6049.93603 [743] validation_0-mae:4899.51172 validation_1-mae:6049.77637 [744] validation_0-mae:4898.05371 validation_1-mae:6049.69336 [745] validation_0-mae:4896.47656 validation_1-mae:6049.92090 [746] validation_0-mae:4894.88623 validation_1-mae:6049.13281 [747] validation_0-mae:4892.85352 validation_1-mae:6048.02002 [748] validation_0-mae:4891.26562 validation_1-mae:6047.17529 [749] validation_0-mae:4889.61621 validation_1-mae:6046.87549 [750] validation_0-mae:4888.74853 validation_1-mae:6047.05127 [751] validation_0-mae:4887.17334 validation_1-mae:6046.25000 [752] validation_0-mae:4886.35352 validation_1-mae:6046.35840 [753] validation_0-mae:4884.01953 validation_1-mae:6046.25684 [754] validation_0-mae:4882.72119 validation_1-mae:6045.74072 [755] validation_0-mae:4881.31641 validation_1-mae:6045.61621 [756] validation_0-mae:4879.93359 validation_1-mae:6045.85303 [757] validation_0-mae:4879.52100 validation_1-mae:6045.88965 [758] validation_0-mae:4877.97998 validation_1-mae:6045.08398 [759] validation_0-mae:4877.07568 validation_1-mae:6045.13428 [760] validation_0-mae:4875.97852 validation_1-mae:6044.86816 [761] validation_0-mae:4875.70557 validation_1-mae:6044.56592 [762] validation_0-mae:4875.08838 validation_1-mae:6044.53125 [763] validation_0-mae:4873.24805 validation_1-mae:6044.23242 [764] validation_0-mae:4871.86377 validation_1-mae:6043.78564 [765] validation_0-mae:4871.01270 validation_1-mae:6043.65430 [766] validation_0-mae:4870.54102 validation_1-mae:6043.63574 [767] validation_0-mae:4869.46924 validation_1-mae:6043.18359 [768] validation_0-mae:4867.46680 validation_1-mae:6042.06592 [769] validation_0-mae:4865.36523 validation_1-mae:6041.97217 [770] validation_0-mae:4864.48096 validation_1-mae:6041.66602 [771] validation_0-mae:4862.90430 validation_1-mae:6041.95020 [772] validation_0-mae:4861.47412 validation_1-mae:6041.77002 [773] validation_0-mae:4860.88867 validation_1-mae:6041.46680 [774] validation_0-mae:4859.57764 validation_1-mae:6041.25195 [775] validation_0-mae:4857.54199 validation_1-mae:6041.23145 [776] validation_0-mae:4855.81055 validation_1-mae:6040.80127 [777] validation_0-mae:4855.01172 validation_1-mae:6040.38770 [778] validation_0-mae:4852.22852 validation_1-mae:6039.77881 [779] validation_0-mae:4851.28760 validation_1-mae:6039.42920 [780] validation_0-mae:4849.17480 validation_1-mae:6039.95801 [781] validation_0-mae:4847.42676 validation_1-mae:6039.83887 [782] validation_0-mae:4845.78027 validation_1-mae:6039.73975 [783] validation_0-mae:4844.57031 validation_1-mae:6039.80518 [784] validation_0-mae:4843.86914 validation_1-mae:6039.55127 [785] validation_0-mae:4842.40527 validation_1-mae:6039.48047 [786] validation_0-mae:4839.76514 validation_1-mae:6038.97119 [787] validation_0-mae:4838.04688 validation_1-mae:6038.77197 [788] validation_0-mae:4835.95117 validation_1-mae:6038.75195 [789] validation_0-mae:4834.93066 validation_1-mae:6038.41260 [790] validation_0-mae:4833.37939 validation_1-mae:6039.13477 [791] validation_0-mae:4832.41846 validation_1-mae:6039.29053 [792] validation_0-mae:4829.91650 validation_1-mae:6039.82422 [793] validation_0-mae:4828.32178 validation_1-mae:6039.67969 [794] validation_0-mae:4826.79883 validation_1-mae:6039.57715 [795] validation_0-mae:4825.79297 validation_1-mae:6039.67920 [796] validation_0-mae:4824.58838 validation_1-mae:6039.67188 [797] validation_0-mae:4823.34522 validation_1-mae:6039.01953 [798] validation_0-mae:4822.54639 validation_1-mae:6038.51367 [799] validation_0-mae:4820.18945 validation_1-mae:6037.57227 [800] validation_0-mae:4819.05078 validation_1-mae:6037.72607 [801] validation_0-mae:4818.20410 validation_1-mae:6037.70068 [802] validation_0-mae:4817.86328 validation_1-mae:6037.46338 [803] validation_0-mae:4815.88672 validation_1-mae:6037.76611 [804] validation_0-mae:4814.58936 validation_1-mae:6037.14551 [805] validation_0-mae:4813.65332 validation_1-mae:6037.05859 [806] validation_0-mae:4812.39795 validation_1-mae:6037.00195 [807] validation_0-mae:4811.35010 validation_1-mae:6037.12305 [808] validation_0-mae:4810.64453 validation_1-mae:6036.82129 [809] validation_0-mae:4810.06738 validation_1-mae:6036.51514 [810] validation_0-mae:4806.94141 validation_1-mae:6035.49170 [811] validation_0-mae:4805.72266 validation_1-mae:6035.83691 [812] validation_0-mae:4803.95898 validation_1-mae:6035.58057 [813] validation_0-mae:4802.27344 validation_1-mae:6035.58496 [814] validation_0-mae:4801.29785 validation_1-mae:6035.30225 [815] validation_0-mae:4801.01562 validation_1-mae:6035.46045 [816] validation_0-mae:4800.27881 validation_1-mae:6035.11621 [817] validation_0-mae:4799.66113 validation_1-mae:6035.01172 [818] validation_0-mae:4798.94580 validation_1-mae:6035.21973 [819] validation_0-mae:4797.90967 validation_1-mae:6034.95703 [820] validation_0-mae:4796.62353 validation_1-mae:6034.99707 [821] validation_0-mae:4794.16895 validation_1-mae:6035.00098 [822] validation_0-mae:4792.38574 validation_1-mae:6035.15723 [823] validation_0-mae:4791.29053 validation_1-mae:6034.78027 [824] validation_0-mae:4789.86865 validation_1-mae:6034.09619 [825] validation_0-mae:4788.33252 validation_1-mae:6033.91797 [826] validation_0-mae:4786.46338 validation_1-mae:6033.45850 [827] validation_0-mae:4785.29883 validation_1-mae:6034.73828 [828] validation_0-mae:4782.68213 validation_1-mae:6034.20312 [829] validation_0-mae:4781.37353 validation_1-mae:6033.98779 [830] validation_0-mae:4779.10010 validation_1-mae:6035.09570 [831] validation_0-mae:4777.44824 validation_1-mae:6034.68994 [832] validation_0-mae:4775.97559 validation_1-mae:6034.53564 [833] validation_0-mae:4775.35547 validation_1-mae:6034.72852 [834] validation_0-mae:4773.81299 validation_1-mae:6033.94873 [835] validation_0-mae:4772.63086 validation_1-mae:6034.15527 [836] validation_0-mae:4771.93701 validation_1-mae:6034.22607 [837] validation_0-mae:4771.60010 validation_1-mae:6034.21387 [838] validation_0-mae:4770.93311 validation_1-mae:6034.65430 [839] validation_0-mae:4769.36816 validation_1-mae:6035.51270 [840] validation_0-mae:4768.22363 validation_1-mae:6035.37207 [841] validation_0-mae:4767.83105 validation_1-mae:6035.44580 [842] validation_0-mae:4767.03809 validation_1-mae:6035.88330 [843] validation_0-mae:4765.05713 validation_1-mae:6035.58496 [844] validation_0-mae:4762.52881 validation_1-mae:6035.82129 [845] validation_0-mae:4760.92773 validation_1-mae:6035.58301 [846] validation_0-mae:4760.00928 validation_1-mae:6035.62988 [847] validation_0-mae:4759.16016 validation_1-mae:6035.49170 [848] validation_0-mae:4757.47461 validation_1-mae:6035.01123 [849] validation_0-mae:4756.42920 validation_1-mae:6034.97461 [850] validation_0-mae:4755.58496 validation_1-mae:6035.28223 [851] validation_0-mae:4753.57080 validation_1-mae:6034.89062 [852] validation_0-mae:4751.50391 validation_1-mae:6035.46728 [853] validation_0-mae:4750.88379 validation_1-mae:6034.96777 [854] validation_0-mae:4750.30225 validation_1-mae:6034.89941 [855] validation_0-mae:4749.61816 validation_1-mae:6035.03955 [856] validation_0-mae:4748.50684 validation_1-mae:6034.94531 [857] validation_0-mae:4748.38672 validation_1-mae:6034.88477 [858] validation_0-mae:4746.69189 validation_1-mae:6034.37451 [859] validation_0-mae:4745.61865 validation_1-mae:6033.75684 [860] validation_0-mae:4744.23096 validation_1-mae:6033.36182 [861] validation_0-mae:4742.27148 validation_1-mae:6032.98584 [862] validation_0-mae:4741.10840 validation_1-mae:6032.54980 [863] validation_0-mae:4739.46924 validation_1-mae:6032.59131 [864] validation_0-mae:4737.74072 validation_1-mae:6032.15381 [865] validation_0-mae:4736.91064 validation_1-mae:6032.38135 [866] validation_0-mae:4736.05420 validation_1-mae:6032.52930 [867] validation_0-mae:4735.67578 validation_1-mae:6032.56299 [868] validation_0-mae:4734.98828 validation_1-mae:6032.59717 [869] validation_0-mae:4733.71094 validation_1-mae:6032.13818 [870] validation_0-mae:4733.55859 validation_1-mae:6032.22412 [871] validation_0-mae:4732.50391 validation_1-mae:6032.41846 [872] validation_0-mae:4732.48340 validation_1-mae:6032.47754 [873] validation_0-mae:4730.41748 validation_1-mae:6032.11230 [874] validation_0-mae:4729.83789 validation_1-mae:6031.94482 [875] validation_0-mae:4728.57031 validation_1-mae:6031.47559 [876] validation_0-mae:4726.72510 validation_1-mae:6030.75879 [877] validation_0-mae:4725.22510 validation_1-mae:6030.82178 [878] validation_0-mae:4723.48145 validation_1-mae:6031.03955 [879] validation_0-mae:4722.03320 validation_1-mae:6030.40967 [880] validation_0-mae:4721.34277 validation_1-mae:6030.33594 [881] validation_0-mae:4719.85889 validation_1-mae:6030.14893 [882] validation_0-mae:4718.95166 validation_1-mae:6029.70752 [883] validation_0-mae:4716.41650 validation_1-mae:6028.58496 [884] validation_0-mae:4715.02978 validation_1-mae:6028.51514 [885] validation_0-mae:4712.44287 validation_1-mae:6028.76758 [886] validation_0-mae:4709.97949 validation_1-mae:6028.10449 [887] validation_0-mae:4708.07715 validation_1-mae:6027.64990 [888] validation_0-mae:4706.99121 validation_1-mae:6027.13379 [889] validation_0-mae:4704.91260 validation_1-mae:6027.10205 [890] validation_0-mae:4703.48828 validation_1-mae:6027.04541 [891] validation_0-mae:4702.01953 validation_1-mae:6026.93066 [892] validation_0-mae:4700.92334 validation_1-mae:6026.68945 [893] validation_0-mae:4699.48779 validation_1-mae:6026.36475 [894] validation_0-mae:4697.69873 validation_1-mae:6026.78809 [895] validation_0-mae:4696.15625 validation_1-mae:6027.22217 [896] validation_0-mae:4695.26270 validation_1-mae:6026.74219 [897] validation_0-mae:4694.05811 validation_1-mae:6026.25537 [898] validation_0-mae:4692.69580 validation_1-mae:6025.76025 [899] validation_0-mae:4691.73730 validation_1-mae:6025.95117 [900] validation_0-mae:4690.99023 validation_1-mae:6025.65430 [901] validation_0-mae:4689.03272 validation_1-mae:6024.73389 [902] validation_0-mae:4687.85791 validation_1-mae:6025.34277 [903] validation_0-mae:4686.36816 validation_1-mae:6025.06738 [904] validation_0-mae:4685.67432 validation_1-mae:6025.40381 [905] validation_0-mae:4685.16406 validation_1-mae:6025.42578 [906] validation_0-mae:4684.50098 validation_1-mae:6025.22363 [907] validation_0-mae:4683.45410 validation_1-mae:6025.11035 [908] validation_0-mae:4682.16846 validation_1-mae:6025.64893 [909] validation_0-mae:4681.34668 validation_1-mae:6025.52539 [910] validation_0-mae:4679.56494 validation_1-mae:6024.64453 [911] validation_0-mae:4677.91016 validation_1-mae:6024.60742 [912] validation_0-mae:4677.13965 validation_1-mae:6024.50391 [913] validation_0-mae:4676.17090 validation_1-mae:6024.85010 [914] validation_0-mae:4674.70459 validation_1-mae:6025.18164 [915] validation_0-mae:4672.41699 validation_1-mae:6024.54150 [916] validation_0-mae:4671.20557 validation_1-mae:6024.24365 [917] validation_0-mae:4670.42480 validation_1-mae:6023.67334 [918] validation_0-mae:4668.60840 validation_1-mae:6022.77832 [919] validation_0-mae:4666.83350 validation_1-mae:6022.48242 [920] validation_0-mae:4665.41895 validation_1-mae:6022.19336 [921] validation_0-mae:4664.01709 validation_1-mae:6021.84473 [922] validation_0-mae:4663.07568 validation_1-mae:6022.00293 [923] validation_0-mae:4661.16699 validation_1-mae:6022.58887 [924] validation_0-mae:4660.22656 validation_1-mae:6022.47852 [925] validation_0-mae:4659.73096 validation_1-mae:6022.82666 [926] validation_0-mae:4658.90381 validation_1-mae:6022.44189 [927] validation_0-mae:4657.97754 validation_1-mae:6021.73486 [928] validation_0-mae:4656.74707 validation_1-mae:6021.71728 [929] validation_0-mae:4655.50244 validation_1-mae:6020.92725 [930] validation_0-mae:4654.50488 validation_1-mae:6021.50195 [931] validation_0-mae:4652.73145 validation_1-mae:6021.77637 [932] validation_0-mae:4650.96240 validation_1-mae:6022.32959 [933] validation_0-mae:4650.05127 validation_1-mae:6022.08252 [934] validation_0-mae:4649.24658 validation_1-mae:6022.40332 [935] validation_0-mae:4648.21777 validation_1-mae:6022.27783 [936] validation_0-mae:4647.81103 validation_1-mae:6022.67969 [937] validation_0-mae:4646.71484 validation_1-mae:6022.99170 [938] validation_0-mae:4644.71582 validation_1-mae:6022.40772 [939] validation_0-mae:4643.29346 validation_1-mae:6022.34522 [940] validation_0-mae:4642.01270 validation_1-mae:6023.17480 [941] validation_0-mae:4640.95898 validation_1-mae:6023.12744 [942] validation_0-mae:4640.29541 validation_1-mae:6022.80518 [943] validation_0-mae:4637.98828 validation_1-mae:6022.43115 [944] validation_0-mae:4636.24609 validation_1-mae:6022.72314 [945] validation_0-mae:4634.61230 validation_1-mae:6021.52197 [946] validation_0-mae:4633.54395 validation_1-mae:6021.35156 [947] validation_0-mae:4631.78467 validation_1-mae:6021.47803 [948] validation_0-mae:4630.65137 validation_1-mae:6021.13428 [949] validation_0-mae:4630.09619 validation_1-mae:6021.33545 [950] validation_0-mae:4627.95947 validation_1-mae:6021.11230 [951] validation_0-mae:4626.54297 validation_1-mae:6020.83643 [952] validation_0-mae:4625.87109 validation_1-mae:6020.81397 [953] validation_0-mae:4624.50635 validation_1-mae:6021.26807 [954] validation_0-mae:4622.71582 validation_1-mae:6021.43408 [955] validation_0-mae:4622.16943 validation_1-mae:6020.84033 [956] validation_0-mae:4620.65283 validation_1-mae:6020.67773 [957] validation_0-mae:4619.64062 validation_1-mae:6020.42041 [958] validation_0-mae:4618.92041 validation_1-mae:6020.80322 [959] validation_0-mae:4618.63623 validation_1-mae:6020.99268 [960] validation_0-mae:4617.25830 validation_1-mae:6021.25781 [961] validation_0-mae:4615.62744 validation_1-mae:6021.30957 [962] validation_0-mae:4614.74414 validation_1-mae:6021.02881 [963] validation_0-mae:4613.77051 validation_1-mae:6021.32617 [964] validation_0-mae:4611.39160 validation_1-mae:6020.70459 [965] validation_0-mae:4609.85986 validation_1-mae:6021.08984 [966] validation_0-mae:4608.43945 validation_1-mae:6021.29297 [967] validation_0-mae:4607.77832 validation_1-mae:6020.88379 [968] validation_0-mae:4606.60400 validation_1-mae:6020.76807 [969] validation_0-mae:4604.91895 validation_1-mae:6020.70508 [970] validation_0-mae:4604.45215 validation_1-mae:6020.70459 [971] validation_0-mae:4603.62061 validation_1-mae:6020.67188 [972] validation_0-mae:4603.00781 validation_1-mae:6021.21484 [973] validation_0-mae:4602.62402 validation_1-mae:6021.44678 [974] validation_0-mae:4601.67480 validation_1-mae:6022.27539 [975] validation_0-mae:4600.79736 validation_1-mae:6022.26709 [976] validation_0-mae:4599.82568 validation_1-mae:6021.70508 [977] validation_0-mae:4599.18799 validation_1-mae:6021.26660 [978] validation_0-mae:4598.54248 validation_1-mae:6021.09033 [979] validation_0-mae:4598.51025 validation_1-mae:6021.09863 [980] validation_0-mae:4597.80029 validation_1-mae:6020.78955 [981] validation_0-mae:4596.43799 validation_1-mae:6020.27881 [982] validation_0-mae:4594.77002 validation_1-mae:6019.85059 [983] validation_0-mae:4592.90088 validation_1-mae:6019.84082 [984] validation_0-mae:4590.33447 validation_1-mae:6020.29980 [985] validation_0-mae:4589.08545 validation_1-mae:6020.62647 [986] validation_0-mae:4588.18262 validation_1-mae:6020.18262 [987] validation_0-mae:4587.01074 validation_1-mae:6019.34033 [988] validation_0-mae:4585.82227 validation_1-mae:6019.80566 [989] validation_0-mae:4584.95068 validation_1-mae:6019.34033 [990] validation_0-mae:4583.48389 validation_1-mae:6019.31152 [991] validation_0-mae:4582.57861 validation_1-mae:6019.04883 [992] validation_0-mae:4581.33398 validation_1-mae:6019.48584 [993] validation_0-mae:4580.14600 validation_1-mae:6019.59912 [994] validation_0-mae:4579.31152 validation_1-mae:6019.46826 [995] validation_0-mae:4579.04395 validation_1-mae:6019.42578 [996] validation_0-mae:4577.76367 validation_1-mae:6018.84473 [997] validation_0-mae:4577.03564 validation_1-mae:6019.08984 [998] validation_0-mae:4575.73145 validation_1-mae:6019.31494 [999] validation_0-mae:4573.42139 validation_1-mae:6018.88818 [1000] validation_0-mae:4571.81738 validation_1-mae:6018.62695 [1001] validation_0-mae:4571.07080 validation_1-mae:6018.41895 [1002] validation_0-mae:4569.57715 validation_1-mae:6018.11377 [1003] validation_0-mae:4568.08203 validation_1-mae:6018.18408 [1004] validation_0-mae:4567.08740 validation_1-mae:6018.18359 [1005] validation_0-mae:4566.67822 validation_1-mae:6018.12891 [1006] validation_0-mae:4564.85693 validation_1-mae:6017.65820 [1007] validation_0-mae:4564.09912 validation_1-mae:6018.32031 [1008] validation_0-mae:4562.72363 validation_1-mae:6017.94434 [1009] validation_0-mae:4561.70850 validation_1-mae:6017.69287 [1010] validation_0-mae:4560.52832 validation_1-mae:6017.99561 [1011] validation_0-mae:4558.84131 validation_1-mae:6017.27197 [1012] validation_0-mae:4557.95557 validation_1-mae:6017.13477 [1013] validation_0-mae:4557.60156 validation_1-mae:6016.99316 [1014] validation_0-mae:4557.40332 validation_1-mae:6017.03516 [1015] validation_0-mae:4557.12695 validation_1-mae:6016.78174 [1016] validation_0-mae:4556.32373 validation_1-mae:6016.97314 [1017] validation_0-mae:4555.47461 validation_1-mae:6016.70361 [1018] validation_0-mae:4554.62891 validation_1-mae:6016.64355 [1019] validation_0-mae:4553.34912 validation_1-mae:6016.44678 [1020] validation_0-mae:4551.75732 validation_1-mae:6016.24072 [1021] validation_0-mae:4550.34863 validation_1-mae:6015.84570 [1022] validation_0-mae:4549.40723 validation_1-mae:6015.53320 [1023] validation_0-mae:4548.43555 validation_1-mae:6015.11523 [1024] validation_0-mae:4547.83936 validation_1-mae:6014.91211 [1025] validation_0-mae:4547.25000 validation_1-mae:6014.64209 [1026] validation_0-mae:4545.68262 validation_1-mae:6014.07910 [1027] validation_0-mae:4544.90234 validation_1-mae:6014.58887 [1028] validation_0-mae:4543.99561 validation_1-mae:6014.80713 [1029] validation_0-mae:4542.50977 validation_1-mae:6015.43652 [1030] validation_0-mae:4541.62988 validation_1-mae:6015.30762 [1031] validation_0-mae:4540.41309 validation_1-mae:6014.92676 [1032] validation_0-mae:4540.06397 validation_1-mae:6014.93848 [1033] validation_0-mae:4539.50537 validation_1-mae:6015.08789 [1034] validation_0-mae:4538.69727 validation_1-mae:6014.77881 [1035] validation_0-mae:4537.67383 validation_1-mae:6014.68408 [1036] validation_0-mae:4536.91846 validation_1-mae:6014.99023 [1037] validation_0-mae:4535.88867 validation_1-mae:6015.01465 [1038] validation_0-mae:4533.59424 validation_1-mae:6015.33398 [1039] validation_0-mae:4532.70508 validation_1-mae:6015.59424 [1040] validation_0-mae:4530.87451 validation_1-mae:6015.13477 [1041] validation_0-mae:4529.10107 validation_1-mae:6015.24512 [1042] validation_0-mae:4527.19580 validation_1-mae:6015.26221 [1043] validation_0-mae:4525.68408 validation_1-mae:6015.12256 [1044] validation_0-mae:4524.36621 validation_1-mae:6014.98438 [1045] validation_0-mae:4523.04639 validation_1-mae:6014.77100 [1046] validation_0-mae:4521.85400 validation_1-mae:6014.21875 [1047] validation_0-mae:4520.83545 validation_1-mae:6014.11230 [1048] validation_0-mae:4519.85449 validation_1-mae:6014.32959 [1049] validation_0-mae:4518.33936 validation_1-mae:6014.82471 [1050] validation_0-mae:4516.90234 validation_1-mae:6014.28125 [1051] validation_0-mae:4515.32178 validation_1-mae:6013.98779 [1052] validation_0-mae:4513.65820 validation_1-mae:6013.97900 [1053] validation_0-mae:4512.37305 validation_1-mae:6014.07812 [1054] validation_0-mae:4511.38281 validation_1-mae:6014.26416 [1055] validation_0-mae:4510.42334 validation_1-mae:6013.81934 [1056] validation_0-mae:4509.13623 validation_1-mae:6014.34228 [1057] validation_0-mae:4508.51172 validation_1-mae:6014.06201 [1058] validation_0-mae:4507.24658 validation_1-mae:6014.23096 [1059] validation_0-mae:4506.08154 validation_1-mae:6014.00684 [1060] validation_0-mae:4503.45459 validation_1-mae:6013.64014 [1061] validation_0-mae:4501.75879 validation_1-mae:6013.04199 [1062] validation_0-mae:4499.60742 validation_1-mae:6012.23096 [1063] validation_0-mae:4497.81103 validation_1-mae:6012.04443 [1064] validation_0-mae:4496.72412 validation_1-mae:6012.22998 [1065] validation_0-mae:4494.78760 validation_1-mae:6012.39502 [1066] validation_0-mae:4494.34424 validation_1-mae:6012.58105 [1067] validation_0-mae:4492.16748 validation_1-mae:6011.56397 [1068] validation_0-mae:4490.99463 validation_1-mae:6011.69727 [1069] validation_0-mae:4490.14941 validation_1-mae:6011.84619 [1070] validation_0-mae:4489.34326 validation_1-mae:6011.54102 [1071] validation_0-mae:4489.03076 validation_1-mae:6011.49951 [1072] validation_0-mae:4488.44189 validation_1-mae:6011.71777 [1073] validation_0-mae:4486.48389 validation_1-mae:6012.01416 [1074] validation_0-mae:4484.96045 validation_1-mae:6011.55713 [1075] validation_0-mae:4483.59961 validation_1-mae:6010.46533 [1076] validation_0-mae:4482.16699 validation_1-mae:6009.78076 [1077] validation_0-mae:4481.35889 validation_1-mae:6009.94238 [1078] validation_0-mae:4480.60840 validation_1-mae:6010.35645 [1079] validation_0-mae:4479.73633 validation_1-mae:6010.54785 [1080] validation_0-mae:4477.19385 validation_1-mae:6009.21045 [1081] validation_0-mae:4476.38574 validation_1-mae:6009.28369 [1082] validation_0-mae:4474.67383 validation_1-mae:6008.36328 [1083] validation_0-mae:4472.48340 validation_1-mae:6007.10645 [1084] validation_0-mae:4470.80664 validation_1-mae:6006.73633 [1085] validation_0-mae:4469.47266 validation_1-mae:6006.87158 [1086] validation_0-mae:4467.81689 validation_1-mae:6006.37695 [1087] validation_0-mae:4466.01172 validation_1-mae:6006.19482 [1088] validation_0-mae:4464.83740 validation_1-mae:6006.34180 [1089] validation_0-mae:4464.01318 validation_1-mae:6006.28369 [1090] validation_0-mae:4463.46582 validation_1-mae:6006.21875 [1091] validation_0-mae:4463.02441 validation_1-mae:6006.37695 [1092] validation_0-mae:4462.15820 validation_1-mae:6006.38086 [1093] validation_0-mae:4460.91260 validation_1-mae:6006.09424 [1094] validation_0-mae:4458.95557 validation_1-mae:6006.51367 [1095] validation_0-mae:4457.09277 validation_1-mae:6005.47607 [1096] validation_0-mae:4455.50244 validation_1-mae:6005.51074 [1097] validation_0-mae:4454.78418 validation_1-mae:6005.45264 [1098] validation_0-mae:4453.65430 validation_1-mae:6005.16113 [1099] validation_0-mae:4452.03272 validation_1-mae:6004.83936 [1100] validation_0-mae:4450.47266 validation_1-mae:6003.95508 [1101] validation_0-mae:4449.50391 validation_1-mae:6003.87744 [1102] validation_0-mae:4448.52148 validation_1-mae:6003.98242 [1103] validation_0-mae:4447.80957 validation_1-mae:6004.14307 [1104] validation_0-mae:4447.18555 validation_1-mae:6004.74707 [1105] validation_0-mae:4446.89697 validation_1-mae:6004.65381 [1106] validation_0-mae:4445.63672 validation_1-mae:6004.00879 [1107] validation_0-mae:4444.63428 validation_1-mae:6004.18994 [1108] validation_0-mae:4443.49658 validation_1-mae:6004.49658 [1109] validation_0-mae:4442.54688 validation_1-mae:6004.21484 [1110] validation_0-mae:4441.19238 validation_1-mae:6003.90918 [1111] validation_0-mae:4439.92578 validation_1-mae:6003.92432 [1112] validation_0-mae:4438.25391 validation_1-mae:6003.08154 [1113] validation_0-mae:4436.92139 validation_1-mae:6002.57422 [1114] validation_0-mae:4435.96924 validation_1-mae:6002.59814 [1115] validation_0-mae:4435.31445 validation_1-mae:6001.74316 [1116] validation_0-mae:4433.64307 validation_1-mae:6002.35986 [1117] validation_0-mae:4432.73193 validation_1-mae:6002.48438 [1118] validation_0-mae:4431.71338 validation_1-mae:6002.63037 [1119] validation_0-mae:4430.37744 validation_1-mae:6002.72510 [1120] validation_0-mae:4428.75439 validation_1-mae:6002.47070 [1121] validation_0-mae:4427.49951 validation_1-mae:6001.86035 [1122] validation_0-mae:4426.66553 validation_1-mae:6001.96777 [1123] validation_0-mae:4425.56250 validation_1-mae:6001.78418 [1124] validation_0-mae:4423.79199 validation_1-mae:6001.61914 [1125] validation_0-mae:4421.73535 validation_1-mae:6001.45898 [1126] validation_0-mae:4420.85059 validation_1-mae:6000.91211 [1127] validation_0-mae:4419.57764 validation_1-mae:6001.34619 [1128] validation_0-mae:4418.59668 validation_1-mae:6000.97022 [1129] validation_0-mae:4417.94385 validation_1-mae:6000.86523 [1130] validation_0-mae:4416.60303 validation_1-mae:6000.95850 [1131] validation_0-mae:4415.74365 validation_1-mae:6000.23926 [1132] validation_0-mae:4414.68945 validation_1-mae:6000.46777 [1133] validation_0-mae:4413.77051 validation_1-mae:6000.67188 [1134] validation_0-mae:4412.69043 validation_1-mae:6001.04004 [1135] validation_0-mae:4411.89062 validation_1-mae:6000.89990 [1136] validation_0-mae:4410.80811 validation_1-mae:6001.82422 [1137] validation_0-mae:4410.00635 validation_1-mae:6002.01660 [1138] validation_0-mae:4409.32031 validation_1-mae:6001.82324 [1139] validation_0-mae:4407.93750 validation_1-mae:6002.09228 [1140] validation_0-mae:4407.14795 validation_1-mae:6001.98682 [1141] validation_0-mae:4406.50977 validation_1-mae:6002.23438 [1142] validation_0-mae:4405.47363 validation_1-mae:6002.40381 [1143] validation_0-mae:4404.98145 validation_1-mae:6002.31201 [1144] validation_0-mae:4403.47656 validation_1-mae:6002.94482 [1145] validation_0-mae:4401.94482 validation_1-mae:6002.56738 [1146] validation_0-mae:4400.71484 validation_1-mae:6002.74414 [1147] validation_0-mae:4399.58691 validation_1-mae:6002.66064 [1148] validation_0-mae:4398.54443 validation_1-mae:6002.62988 [1149] validation_0-mae:4397.30615 validation_1-mae:6002.57178 [1150] validation_0-mae:4396.45898 validation_1-mae:6002.81250 [1151] validation_0-mae:4395.11328 validation_1-mae:6002.73730 [1152] validation_0-mae:4394.39697 validation_1-mae:6002.26855 [1153] validation_0-mae:4393.15527 validation_1-mae:6002.42627 [1154] validation_0-mae:4392.55322 validation_1-mae:6002.44189 [1155] validation_0-mae:4391.74268 validation_1-mae:6002.18701 [1156] validation_0-mae:4391.10205 validation_1-mae:6002.34033 [1157] validation_0-mae:4390.30762 validation_1-mae:6002.06641 [1158] validation_0-mae:4389.70361 validation_1-mae:6002.12353 [1159] validation_0-mae:4388.45605 validation_1-mae:6002.49805 [1160] validation_0-mae:4387.65820 validation_1-mae:6002.24268 [1161] validation_0-mae:4386.81738 validation_1-mae:6002.50147 [1162] validation_0-mae:4386.16943 validation_1-mae:6002.63428 [1163] validation_0-mae:4385.44043 validation_1-mae:6002.73682 [1164] validation_0-mae:4385.02100 validation_1-mae:6003.06689 [1165] validation_0-mae:4384.49170 validation_1-mae:6003.22217 [1166] validation_0-mae:4384.23486 validation_1-mae:6003.30762 [1167] validation_0-mae:4382.52490 validation_1-mae:6003.39258 [1168] validation_0-mae:4381.53272 validation_1-mae:6003.69824 [1169] validation_0-mae:4381.49658 validation_1-mae:6003.73193 [1170] validation_0-mae:4381.26123 validation_1-mae:6003.74268 [1171] validation_0-mae:4380.62500 validation_1-mae:6003.79834 [1172] validation_0-mae:4378.77930 validation_1-mae:6004.04346 [1173] validation_0-mae:4378.68164 validation_1-mae:6004.09375 [1174] validation_0-mae:4377.64160 validation_1-mae:6003.95508 [1175] validation_0-mae:4376.90088 validation_1-mae:6003.54980 [1176] validation_0-mae:4375.64111 validation_1-mae:6002.86133 [1177] validation_0-mae:4374.69287 validation_1-mae:6002.60986 [1178] validation_0-mae:4373.93213 validation_1-mae:6002.35156 [1179] validation_0-mae:4373.14014 validation_1-mae:6002.66650 [1180] validation_0-mae:4372.43359 validation_1-mae:6002.54688 [1181] validation_0-mae:4371.67676 validation_1-mae:6002.37061 [1182] validation_0-mae:4370.96826 validation_1-mae:6002.21777 [1183] validation_0-mae:4370.04102 validation_1-mae:6002.45117 [1184] validation_0-mae:4369.72363 validation_1-mae:6002.08740 [1185] validation_0-mae:4368.99902 validation_1-mae:6002.33838 [1186] validation_0-mae:4368.43945 validation_1-mae:6002.21143 [1187] validation_0-mae:4367.53711 validation_1-mae:6002.32764 [1188] validation_0-mae:4366.76318 validation_1-mae:6002.68359 [1189] validation_0-mae:4365.94727 validation_1-mae:6002.76318 [1190] validation_0-mae:4364.39307 validation_1-mae:6002.91113 [1191] validation_0-mae:4362.90381 validation_1-mae:6002.76514 [1192] validation_0-mae:4362.00928 validation_1-mae:6002.38916 [1193] validation_0-mae:4360.36523 validation_1-mae:6001.57324 [1194] validation_0-mae:4359.13281 validation_1-mae:6000.98730 [1195] validation_0-mae:4357.52393 validation_1-mae:6001.58643 [1196] validation_0-mae:4357.11572 validation_1-mae:6001.54980 [1197] validation_0-mae:4355.27978 validation_1-mae:6002.06885 [1198] validation_0-mae:4353.91406 validation_1-mae:6001.14844 [1199] validation_0-mae:4353.09277 validation_1-mae:6000.94824 [1200] validation_0-mae:4352.10010 validation_1-mae:6000.76221 [1201] validation_0-mae:4351.52393 validation_1-mae:6000.67969 [1202] validation_0-mae:4350.71045 validation_1-mae:6000.59766 [1203] validation_0-mae:4349.06299 validation_1-mae:6000.37939 [1204] validation_0-mae:4347.74561 validation_1-mae:6000.26367 [1205] validation_0-mae:4346.99316 validation_1-mae:5999.92627 [1206] validation_0-mae:4346.78320 validation_1-mae:5999.90088 [1207] validation_0-mae:4346.16455 validation_1-mae:6000.22754 [1208] validation_0-mae:4345.45361 validation_1-mae:6000.48584 [1209] validation_0-mae:4344.84912 validation_1-mae:6000.37451 [1210] validation_0-mae:4343.26953 validation_1-mae:6001.10059 [1211] validation_0-mae:4342.47559 validation_1-mae:6000.80469 [1212] validation_0-mae:4341.51465 validation_1-mae:6001.16699 [1213] validation_0-mae:4340.70996 validation_1-mae:6001.37988 [1214] validation_0-mae:4338.92920 validation_1-mae:6001.46973 [1215] validation_0-mae:4338.17725 validation_1-mae:6001.64893 [1216] validation_0-mae:4337.29688 validation_1-mae:6001.60840 [1217] validation_0-mae:4336.82520 validation_1-mae:6001.64648 [1218] validation_0-mae:4336.18506 validation_1-mae:6001.70117 [1219] validation_0-mae:4335.29883 validation_1-mae:6001.82422 [1220] validation_0-mae:4335.25000 validation_1-mae:6001.81397 [1221] validation_0-mae:4334.08350 validation_1-mae:6001.52978 [1222] validation_0-mae:4332.97070 validation_1-mae:6001.73047 [1223] validation_0-mae:4332.37744 validation_1-mae:6001.92725 [1224] validation_0-mae:4331.74561 validation_1-mae:6002.10156 [1225] validation_0-mae:4330.99170 validation_1-mae:6002.01904 [1226] validation_0-mae:4329.54395 validation_1-mae:6002.12891 [1227] validation_0-mae:4328.20020 validation_1-mae:6002.32520 [1228] validation_0-mae:4327.63477 validation_1-mae:6002.37842 [1229] validation_0-mae:4326.88232 validation_1-mae:6002.36914 [1230] validation_0-mae:4326.32471 validation_1-mae:6002.05566 [1231] validation_0-mae:4325.74023 validation_1-mae:6002.00537 [1232] validation_0-mae:4324.87109 validation_1-mae:6001.78467 [1233] validation_0-mae:4323.88916 validation_1-mae:6001.35205 [1234] validation_0-mae:4321.98682 validation_1-mae:6000.52051 [1235] validation_0-mae:4321.28516 validation_1-mae:6000.34619 [1236] validation_0-mae:4320.91357 validation_1-mae:6000.30518 [1237] validation_0-mae:4320.47754 validation_1-mae:6000.14551 [1238] validation_0-mae:4319.42773 validation_1-mae:6000.29541 [1239] validation_0-mae:4318.53857 validation_1-mae:6000.38867 [1240] validation_0-mae:4317.24023 validation_1-mae:6000.28955 [1241] validation_0-mae:4316.23145 validation_1-mae:6000.17578 [1242] validation_0-mae:4314.77490 validation_1-mae:6000.59668 [1243] validation_0-mae:4313.42920 validation_1-mae:6000.63623 [1244] validation_0-mae:4312.13330 validation_1-mae:6001.00439 [1245] validation_0-mae:4310.95410 validation_1-mae:6001.78027 [1246] validation_0-mae:4309.59228 validation_1-mae:6001.74658 [1247] validation_0-mae:4308.77588 validation_1-mae:6001.62061 [1248] validation_0-mae:4307.83203 validation_1-mae:6001.91455 [1249] validation_0-mae:4306.94336 validation_1-mae:6001.60059 [1250] validation_0-mae:4305.79346 validation_1-mae:6000.85791 [1251] validation_0-mae:4305.17920 validation_1-mae:6000.96826 [1252] validation_0-mae:4304.45654 validation_1-mae:6001.30566 [1253] validation_0-mae:4303.83203 validation_1-mae:6001.25586 [1254] validation_0-mae:4302.77344 validation_1-mae:6001.62158 [1255] validation_0-mae:4302.08447 validation_1-mae:6001.75830 [1256] validation_0-mae:4301.26904 validation_1-mae:6001.28613 [1257] validation_0-mae:4300.66895 validation_1-mae:6001.44287 [1258] validation_0-mae:4299.87012 validation_1-mae:6001.24756 [1259] validation_0-mae:4299.36914 validation_1-mae:6001.19336 [1260] validation_0-mae:4299.14453 validation_1-mae:6000.93262 [1261] validation_0-mae:4298.28955 validation_1-mae:6000.76660 [1262] validation_0-mae:4296.80908 validation_1-mae:6000.57764 [1263] validation_0-mae:4295.95312 validation_1-mae:6000.32568 [1264] validation_0-mae:4294.31982 validation_1-mae:6000.86279 [1265] validation_0-mae:4293.08643 validation_1-mae:6001.31397 [1266] validation_0-mae:4291.86572 validation_1-mae:6001.61572 [1267] validation_0-mae:4290.10205 validation_1-mae:6001.74463 [1268] validation_0-mae:4289.37353 validation_1-mae:6001.62402 [1269] validation_0-mae:4288.14453 validation_1-mae:6001.65039 [1270] validation_0-mae:4287.39600 validation_1-mae:6001.85547 [1271] validation_0-mae:4286.19043 validation_1-mae:6002.15137 [1272] validation_0-mae:4285.81592 validation_1-mae:6002.15918 [1273] validation_0-mae:4285.03857 validation_1-mae:6002.15332 [1274] validation_0-mae:4284.25293 validation_1-mae:6002.57764 [1275] validation_0-mae:4283.27344 validation_1-mae:6001.59961 [1276] validation_0-mae:4281.65088 validation_1-mae:6001.52783 [1277] validation_0-mae:4280.96387 validation_1-mae:6001.30664 [1278] validation_0-mae:4280.00244 validation_1-mae:6001.67139 [1279] validation_0-mae:4279.24072 validation_1-mae:6001.42139 [1280] validation_0-mae:4278.69287 validation_1-mae:6001.43750 [1281] validation_0-mae:4278.00293 validation_1-mae:6001.54150 [1282] validation_0-mae:4277.09277 validation_1-mae:6001.76611 [1283] validation_0-mae:4275.99219 validation_1-mae:6002.18701 [1284] validation_0-mae:4275.02783 validation_1-mae:6001.74512 [1285] validation_0-mae:4274.46484 validation_1-mae:6001.82959 [1286] validation_0-mae:4273.20117 validation_1-mae:6002.50000 [1287] validation_0-mae:4272.23584 validation_1-mae:6002.20850 [1288] validation_0-mae:4271.26758 validation_1-mae:6002.10400 [1289] validation_0-mae:4270.66846 validation_1-mae:6001.95703 [1290] validation_0-mae:4269.36963 validation_1-mae:6002.16113 [1291] validation_0-mae:4268.01709 validation_1-mae:6002.21143 [1292] validation_0-mae:4267.49023 validation_1-mae:6002.20020 [1293] validation_0-mae:4265.58252 validation_1-mae:6002.13477 [1294] validation_0-mae:4264.95996 validation_1-mae:6002.16699 [1295] validation_0-mae:4264.63281 validation_1-mae:6002.23633 [1296] validation_0-mae:4263.70264 validation_1-mae:6002.27441 [1297] validation_0-mae:4263.64551 validation_1-mae:6002.24805 [1298] validation_0-mae:4262.90381 validation_1-mae:6001.93799 [1299] validation_0-mae:4261.56397 validation_1-mae:6001.80518 [1300] validation_0-mae:4260.31787 validation_1-mae:6001.39648 [1301] validation_0-mae:4258.91895 validation_1-mae:6000.98730 [1302] validation_0-mae:4256.89502 validation_1-mae:6001.23389 [1303] validation_0-mae:4255.47510 validation_1-mae:6000.84619 [1304] validation_0-mae:4254.32617 validation_1-mae:6000.43457 [1305] validation_0-mae:4253.40088 validation_1-mae:5999.66016 [1306] validation_0-mae:4252.31055 validation_1-mae:5999.98340 [1307] validation_0-mae:4251.39648 validation_1-mae:5999.38672 [1308] validation_0-mae:4250.67920 validation_1-mae:5999.64648 [1309] validation_0-mae:4249.46631 validation_1-mae:5999.72559 [1310] validation_0-mae:4248.53711 validation_1-mae:5999.90576 [1311] validation_0-mae:4247.26172 validation_1-mae:5999.85889 [1312] validation_0-mae:4245.60596 validation_1-mae:6000.07031 [1313] validation_0-mae:4244.88135 validation_1-mae:6000.16650 [1314] validation_0-mae:4244.19385 validation_1-mae:6000.26855 [1315] validation_0-mae:4243.26855 validation_1-mae:6000.26904 [1316] validation_0-mae:4242.73291 validation_1-mae:6000.05420 [1317] validation_0-mae:4241.74365 validation_1-mae:5999.64307 [1318] validation_0-mae:4240.06348 validation_1-mae:5999.92627 [1319] validation_0-mae:4238.96240 validation_1-mae:5999.49414 [1320] validation_0-mae:4238.40234 validation_1-mae:5999.63086 [1321] validation_0-mae:4237.49023 validation_1-mae:6000.14160 [1322] validation_0-mae:4236.88672 validation_1-mae:6000.03564 [1323] validation_0-mae:4235.71094 validation_1-mae:5999.85596 [1324] validation_0-mae:4234.72168 validation_1-mae:5999.34228 [1325] validation_0-mae:4233.84717 validation_1-mae:5999.21973 [1326] validation_0-mae:4232.57471 validation_1-mae:5998.88623 [1327] validation_0-mae:4231.16064 validation_1-mae:5998.48340 [1328] validation_0-mae:4230.12451 validation_1-mae:5998.98926 [1329] validation_0-mae:4229.05615 validation_1-mae:5999.13037 [1330] validation_0-mae:4227.95410 validation_1-mae:5998.95508 [1331] validation_0-mae:4225.79736 validation_1-mae:5998.38574 [1332] validation_0-mae:4224.46777 validation_1-mae:5998.05957 [1333] validation_0-mae:4222.91260 validation_1-mae:5998.59277 [1334] validation_0-mae:4221.80029 validation_1-mae:5998.66992 [1335] validation_0-mae:4220.86719 validation_1-mae:5998.13867 [1336] validation_0-mae:4219.65576 validation_1-mae:5998.35693 [1337] validation_0-mae:4218.63477 validation_1-mae:5998.45215 [1338] validation_0-mae:4217.83008 validation_1-mae:5998.18066 [1339] validation_0-mae:4216.72461 validation_1-mae:5998.77734 [1340] validation_0-mae:4216.04053 validation_1-mae:5998.82373 [1341] validation_0-mae:4215.03174 validation_1-mae:5998.83496 [1342] validation_0-mae:4214.04395 validation_1-mae:5998.20654 [1343] validation_0-mae:4212.84766 validation_1-mae:5997.87500 [1344] validation_0-mae:4212.33057 validation_1-mae:5997.84277 [1345] validation_0-mae:4211.80469 validation_1-mae:5998.01904 [1346] validation_0-mae:4211.42090 validation_1-mae:5998.05371 [1347] validation_0-mae:4210.03076 validation_1-mae:5998.15674 [1348] validation_0-mae:4209.31934 validation_1-mae:5997.83496 [1349] validation_0-mae:4208.01904 validation_1-mae:5998.17969 [1350] validation_0-mae:4206.66113 validation_1-mae:5998.14111 [1351] validation_0-mae:4205.65478 validation_1-mae:5998.37598 [1352] validation_0-mae:4203.91650 validation_1-mae:5998.00439 [1353] validation_0-mae:4203.27978 validation_1-mae:5998.10010 [1354] validation_0-mae:4202.78223 validation_1-mae:5997.91748 [1355] validation_0-mae:4201.94092 validation_1-mae:5997.95996 [1356] validation_0-mae:4199.86621 validation_1-mae:5997.85938 [1357] validation_0-mae:4198.94531 validation_1-mae:5997.57959 [1358] validation_0-mae:4198.49170 validation_1-mae:5997.49072 [1359] validation_0-mae:4197.20117 validation_1-mae:5996.77588 [1360] validation_0-mae:4195.57471 validation_1-mae:5996.48389 [1361] validation_0-mae:4194.59375 validation_1-mae:5995.55566 [1362] validation_0-mae:4193.39355 validation_1-mae:5995.08154 [1363] validation_0-mae:4192.73877 validation_1-mae:5994.99463 [1364] validation_0-mae:4192.37842 validation_1-mae:5994.87598 [1365] validation_0-mae:4191.59766 validation_1-mae:5994.98828 [1366] validation_0-mae:4190.84717 validation_1-mae:5994.94922 [1367] validation_0-mae:4189.59863 validation_1-mae:5995.07764 [1368] validation_0-mae:4188.38184 validation_1-mae:5994.57715 [1369] validation_0-mae:4186.88867 validation_1-mae:5994.32764 [1370] validation_0-mae:4186.16260 validation_1-mae:5994.59180 [1371] validation_0-mae:4185.20020 validation_1-mae:5994.66650 [1372] validation_0-mae:4183.30420 validation_1-mae:5995.29199 [1373] validation_0-mae:4182.73682 validation_1-mae:5995.38135 [1374] validation_0-mae:4182.72314 validation_1-mae:5995.41846 [1375] validation_0-mae:4181.37549 validation_1-mae:5995.73340 [1376] validation_0-mae:4180.41455 validation_1-mae:5995.60889 [1377] validation_0-mae:4179.54297 validation_1-mae:5995.60498 [1378] validation_0-mae:4178.54492 validation_1-mae:5995.48877 [1379] validation_0-mae:4177.85400 validation_1-mae:5995.04443 [1380] validation_0-mae:4177.11914 validation_1-mae:5995.03955 [1381] validation_0-mae:4176.12353 validation_1-mae:5995.46826 [1382] validation_0-mae:4175.63525 validation_1-mae:5995.37305 [1383] validation_0-mae:4175.06445 validation_1-mae:5995.38818 [1384] validation_0-mae:4174.33838 validation_1-mae:5995.68164 [1385] validation_0-mae:4173.65918 validation_1-mae:5995.85840 [1386] validation_0-mae:4172.65088 validation_1-mae:5995.52246 [1387] validation_0-mae:4171.66211 validation_1-mae:5995.26953 [1388] validation_0-mae:4171.62402 validation_1-mae:5995.31103 [1389] validation_0-mae:4171.27344 validation_1-mae:5995.43848 [1390] validation_0-mae:4170.06738 validation_1-mae:5994.94238 [1391] validation_0-mae:4169.08350 validation_1-mae:5994.98828 [1392] validation_0-mae:4168.28174 validation_1-mae:5994.96484 [1393] validation_0-mae:4167.19238 validation_1-mae:5995.24072 [1394] validation_0-mae:4166.38428 validation_1-mae:5995.19092 [1395] validation_0-mae:4165.44678 validation_1-mae:5994.84473 [1396] validation_0-mae:4163.74853 validation_1-mae:5994.64160 [1397] validation_0-mae:4162.41260 validation_1-mae:5994.49707 [1398] validation_0-mae:4161.42480 validation_1-mae:5994.25928 [1399] validation_0-mae:4160.69531 validation_1-mae:5994.47217 [1400] validation_0-mae:4160.21387 validation_1-mae:5994.65478 [1401] validation_0-mae:4160.02734 validation_1-mae:5994.62353 [1402] validation_0-mae:4159.35156 validation_1-mae:5994.94141 [1403] validation_0-mae:4158.41064 validation_1-mae:5994.67529 [1404] validation_0-mae:4157.45850 validation_1-mae:5994.79883 [1405] validation_0-mae:4155.92627 validation_1-mae:5994.78857 [1406] validation_0-mae:4155.21240 validation_1-mae:5994.74170 [1407] validation_0-mae:4154.34570 validation_1-mae:5994.80225 [1408] validation_0-mae:4153.22217 validation_1-mae:5995.04346 [1409] validation_0-mae:4151.27441 validation_1-mae:5994.38867 [1410] validation_0-mae:4150.45508 validation_1-mae:5993.76318 [1411] validation_0-mae:4148.68359 validation_1-mae:5994.13525 [1412] validation_0-mae:4147.57617 validation_1-mae:5994.48975 [1413] validation_0-mae:4146.88086 validation_1-mae:5994.43311 [1414] validation_0-mae:4146.03223 validation_1-mae:5994.69678 [1415] validation_0-mae:4145.48438 validation_1-mae:5994.58936 [1416] validation_0-mae:4145.10938 validation_1-mae:5994.61963 [1417] validation_0-mae:4143.68359 validation_1-mae:5994.42041 [1418] validation_0-mae:4142.78516 validation_1-mae:5994.40527 [1419] validation_0-mae:4142.06055 validation_1-mae:5994.07666 [1420] validation_0-mae:4141.18799 validation_1-mae:5994.10840 [1421] validation_0-mae:4140.76855 validation_1-mae:5994.10156 [1422] validation_0-mae:4140.16406 validation_1-mae:5993.89746 [1423] validation_0-mae:4139.59619 validation_1-mae:5994.00977 [1424] validation_0-mae:4138.52832 validation_1-mae:5994.09619 [1425] validation_0-mae:4137.64307 validation_1-mae:5994.74951 [1426] validation_0-mae:4137.31641 validation_1-mae:5994.58154 [1427] validation_0-mae:4136.19287 validation_1-mae:5994.43848 [1428] validation_0-mae:4136.09668 validation_1-mae:5994.43848 [1429] validation_0-mae:4135.70654 validation_1-mae:5994.60254 [1430] validation_0-mae:4135.38623 validation_1-mae:5994.55078 [1431] validation_0-mae:4134.66553 validation_1-mae:5994.05029 [1432] validation_0-mae:4133.53564 validation_1-mae:5993.87158 [1433] validation_0-mae:4132.63428 validation_1-mae:5993.41016 [1434] validation_0-mae:4132.12109 validation_1-mae:5993.30420 [1435] validation_0-mae:4130.81201 validation_1-mae:5993.03272 [1436] validation_0-mae:4129.56592 validation_1-mae:5992.40527 [1437] validation_0-mae:4129.18213 validation_1-mae:5992.53272 [1438] validation_0-mae:4128.56445 validation_1-mae:5992.84668 [1439] validation_0-mae:4127.98047 validation_1-mae:5992.70410 [1440] validation_0-mae:4127.12207 validation_1-mae:5992.21436 [1441] validation_0-mae:4126.02441 validation_1-mae:5992.17334 [1442] validation_0-mae:4125.56006 validation_1-mae:5992.20166 [1443] validation_0-mae:4124.48926 validation_1-mae:5992.27295 [1444] validation_0-mae:4123.34424 validation_1-mae:5992.25732 [1445] validation_0-mae:4122.76367 validation_1-mae:5992.10498 [1446] validation_0-mae:4122.53613 validation_1-mae:5992.10449 [1447] validation_0-mae:4121.54346 validation_1-mae:5992.13721 [1448] validation_0-mae:4120.82617 validation_1-mae:5991.90772 [1449] validation_0-mae:4119.53516 validation_1-mae:5992.09961 [1450] validation_0-mae:4117.90478 validation_1-mae:5991.01807 [1451] validation_0-mae:4117.27246 validation_1-mae:5990.69238 [1452] validation_0-mae:4116.69775 validation_1-mae:5990.39355 [1453] validation_0-mae:4115.65332 validation_1-mae:5990.47119 [1454] validation_0-mae:4114.98730 validation_1-mae:5990.50928 [1455] validation_0-mae:4113.82471 validation_1-mae:5990.54590 [1456] validation_0-mae:4112.98242 validation_1-mae:5990.38379 [1457] validation_0-mae:4112.30664 validation_1-mae:5990.55371 [1458] validation_0-mae:4111.79199 validation_1-mae:5990.74414 [1459] validation_0-mae:4110.90137 validation_1-mae:5990.77832 [1460] validation_0-mae:4109.37158 validation_1-mae:5990.26465 [1461] validation_0-mae:4108.40918 validation_1-mae:5990.63330 [1462] validation_0-mae:4107.36035 validation_1-mae:5990.27783 [1463] validation_0-mae:4107.04102 validation_1-mae:5990.25147 [1464] validation_0-mae:4106.09424 validation_1-mae:5990.49512 [1465] validation_0-mae:4105.10156 validation_1-mae:5990.35840 [1466] validation_0-mae:4104.59522 validation_1-mae:5990.48389 [1467] validation_0-mae:4103.36963 validation_1-mae:5990.17529 [1468] validation_0-mae:4102.48584 validation_1-mae:5990.37891 [1469] validation_0-mae:4101.84814 validation_1-mae:5990.68359 [1470] validation_0-mae:4100.69434 validation_1-mae:5990.84082 [1471] validation_0-mae:4100.11328 validation_1-mae:5990.64941 [1472] validation_0-mae:4098.67773 validation_1-mae:5990.46973 [1473] validation_0-mae:4097.75049 validation_1-mae:5990.74805 [1474] validation_0-mae:4097.17529 validation_1-mae:5991.11230 [1475] validation_0-mae:4097.12305 validation_1-mae:5991.10449 [1476] validation_0-mae:4096.85693 validation_1-mae:5991.10938 [1477] validation_0-mae:4096.26221 validation_1-mae:5990.86230 [1478] validation_0-mae:4095.77637 validation_1-mae:5990.99609 [1479] validation_0-mae:4095.00952 validation_1-mae:5991.00537 [1480] validation_0-mae:4093.03687 validation_1-mae:5990.10010 [1481] validation_0-mae:4092.50293 validation_1-mae:5990.24170 [1482] validation_0-mae:4091.66382 validation_1-mae:5990.09717 [1483] validation_0-mae:4090.94434 validation_1-mae:5990.27978 [1484] validation_0-mae:4090.07178 validation_1-mae:5990.74219 [1485] validation_0-mae:4088.96460 validation_1-mae:5990.49268 [1486] validation_0-mae:4087.93750 validation_1-mae:5990.43115 [1487] validation_0-mae:4086.79346 validation_1-mae:5990.31445 [1488] validation_0-mae:4085.97534 validation_1-mae:5990.14746 [1489] validation_0-mae:4085.11206 validation_1-mae:5990.12598 [1490] validation_0-mae:4083.59473 validation_1-mae:5989.38916 [1491] validation_0-mae:4082.98804 validation_1-mae:5989.30273 [1492] validation_0-mae:4082.43188 validation_1-mae:5989.49805 [1493] validation_0-mae:4081.89673 validation_1-mae:5989.39844 [1494] validation_0-mae:4081.27515 validation_1-mae:5989.41064 [1495] validation_0-mae:4080.41455 validation_1-mae:5989.58008 [1496] validation_0-mae:4079.58252 validation_1-mae:5989.32617 [1497] validation_0-mae:4078.64062 validation_1-mae:5989.76416 [1498] validation_0-mae:4078.06616 validation_1-mae:5989.90039 [1499] validation_0-mae:4077.69067 validation_1-mae:5990.25830 [1500] validation_0-mae:4076.82935 validation_1-mae:5990.37695 [1501] validation_0-mae:4076.48022 validation_1-mae:5990.08008 [1502] validation_0-mae:4076.07031 validation_1-mae:5990.45605 [1503] validation_0-mae:4075.58228 validation_1-mae:5990.50537 [1504] validation_0-mae:4074.47290 validation_1-mae:5990.39258 [1505] validation_0-mae:4074.05249 validation_1-mae:5990.39355 [1506] validation_0-mae:4073.56274 validation_1-mae:5990.45117 [1507] validation_0-mae:4073.49829 validation_1-mae:5990.36523 [1508] validation_0-mae:4072.78613 validation_1-mae:5990.36621 [1509] validation_0-mae:4071.82471 validation_1-mae:5990.03467 [1510] validation_0-mae:4071.06348 validation_1-mae:5990.24023 [1511] validation_0-mae:4069.94019 validation_1-mae:5990.49609 [1512] validation_0-mae:4069.56982 validation_1-mae:5990.41357 [1513] validation_0-mae:4069.36401 validation_1-mae:5990.35010 [1514] validation_0-mae:4068.27588 validation_1-mae:5990.56494 [1515] validation_0-mae:4067.52832 validation_1-mae:5990.37842 [1516] validation_0-mae:4066.65308 validation_1-mae:5990.46728 [1517] validation_0-mae:4065.59888 validation_1-mae:5990.18115 [1518] validation_0-mae:4065.41650 validation_1-mae:5990.20508 [1519] validation_0-mae:4064.71777 validation_1-mae:5989.88770 [1520] validation_0-mae:4064.21680 validation_1-mae:5990.12500 [1521] validation_0-mae:4063.02124 validation_1-mae:5990.23877 [1522] validation_0-mae:4062.23486 validation_1-mae:5990.12012 [1523] validation_0-mae:4061.73682 validation_1-mae:5990.23828 [1524] validation_0-mae:4061.05469 validation_1-mae:5990.29639 [1525] validation_0-mae:4060.11621 validation_1-mae:5990.13232 [1526] validation_0-mae:4059.13940 validation_1-mae:5990.03174 [1527] validation_0-mae:4058.64575 validation_1-mae:5989.82080 [1528] validation_0-mae:4058.39990 validation_1-mae:5989.88428 [1529] validation_0-mae:4057.64380 validation_1-mae:5990.45605 [1530] validation_0-mae:4056.32422 validation_1-mae:5990.11768 [1531] validation_0-mae:4055.47559 validation_1-mae:5989.95801 [1532] validation_0-mae:4053.69531 validation_1-mae:5990.18408 [1533] validation_0-mae:4052.89697 validation_1-mae:5990.06543 [1534] validation_0-mae:4052.26733 validation_1-mae:5989.86279 [1535] validation_0-mae:4051.31738 validation_1-mae:5990.06152 [1536] validation_0-mae:4050.91138 validation_1-mae:5989.86914 [1537] validation_0-mae:4050.08716 validation_1-mae:5989.72266 [1538] validation_0-mae:4048.31592 validation_1-mae:5989.19092 [1539] validation_0-mae:4047.39502 validation_1-mae:5989.49805 [1540] validation_0-mae:4046.59497 validation_1-mae:5989.08447 [1541] validation_0-mae:4045.83643 validation_1-mae:5989.04102 [1542] validation_0-mae:4044.95459 validation_1-mae:5989.33496 [1543] validation_0-mae:4044.59302 validation_1-mae:5989.31397 [1544] validation_0-mae:4043.90894 validation_1-mae:5989.06787 [1545] validation_0-mae:4042.74927 validation_1-mae:5988.55127 [1546] validation_0-mae:4041.82690 validation_1-mae:5988.52832 [1547] validation_0-mae:4040.80566 validation_1-mae:5988.62109 [1548] validation_0-mae:4040.09741 validation_1-mae:5988.83936 [1549] validation_0-mae:4039.01807 validation_1-mae:5988.51025 [1550] validation_0-mae:4038.03564 validation_1-mae:5987.99316 [1551] validation_0-mae:4037.10083 validation_1-mae:5987.82764 [1552] validation_0-mae:4036.27002 validation_1-mae:5987.77100 [1553] validation_0-mae:4035.26367 validation_1-mae:5988.26465 [1554] validation_0-mae:4033.18921 validation_1-mae:5987.41260 [1555] validation_0-mae:4032.42090 validation_1-mae:5987.37549 [1556] validation_0-mae:4031.01489 validation_1-mae:5987.54199 [1557] validation_0-mae:4030.06665 validation_1-mae:5987.90283 [1558] validation_0-mae:4028.98389 validation_1-mae:5987.45703 [1559] validation_0-mae:4028.71020 validation_1-mae:5987.31982 [1560] validation_0-mae:4027.56641 validation_1-mae:5986.87012 [1561] validation_0-mae:4026.80835 validation_1-mae:5986.63037 [1562] validation_0-mae:4026.32324 validation_1-mae:5986.52393 [1563] validation_0-mae:4025.90503 validation_1-mae:5986.34033 [1564] validation_0-mae:4024.76147 validation_1-mae:5986.14600 [1565] validation_0-mae:4023.95947 validation_1-mae:5986.79053 [1566] validation_0-mae:4021.70630 validation_1-mae:5986.16406 [1567] validation_0-mae:4021.17432 validation_1-mae:5986.29395 [1568] validation_0-mae:4020.47583 validation_1-mae:5986.56689 [1569] validation_0-mae:4019.92188 validation_1-mae:5986.67090 [1570] validation_0-mae:4018.80664 validation_1-mae:5986.74853 [1571] validation_0-mae:4018.33789 validation_1-mae:5986.75830 [1572] validation_0-mae:4018.24829 validation_1-mae:5986.76416 [1573] validation_0-mae:4017.05005 validation_1-mae:5986.93164 [1574] validation_0-mae:4016.21753 validation_1-mae:5986.65625 [1575] validation_0-mae:4015.30371 validation_1-mae:5986.26123 [1576] validation_0-mae:4014.83887 validation_1-mae:5986.37695 [1577] validation_0-mae:4014.22534 validation_1-mae:5986.05566 [1578] validation_0-mae:4013.88818 validation_1-mae:5986.01416 [1579] validation_0-mae:4013.42236 validation_1-mae:5986.08838 [1580] validation_0-mae:4012.61426 validation_1-mae:5986.21387 [1581] validation_0-mae:4011.70850 validation_1-mae:5986.71533 [1582] validation_0-mae:4009.94605 validation_1-mae:5986.09619 [1583] validation_0-mae:4009.34229 validation_1-mae:5986.14697 [1584] validation_0-mae:4008.08081 validation_1-mae:5986.55566 [1585] validation_0-mae:4007.46045 validation_1-mae:5986.90478 [1586] validation_0-mae:4006.48413 validation_1-mae:5986.78418 [1587] validation_0-mae:4005.56592 validation_1-mae:5986.78906 [1588] validation_0-mae:4004.08032 validation_1-mae:5986.75195 [1589] validation_0-mae:4002.98682 validation_1-mae:5986.79932 [1590] validation_0-mae:4002.06543 validation_1-mae:5986.91602 [1591] validation_0-mae:4001.73975 validation_1-mae:5986.71533 [1592] validation_0-mae:4001.06177 validation_1-mae:5986.72168 [1593] validation_0-mae:3999.47583 validation_1-mae:5988.03857 [1594] validation_0-mae:3998.44531 validation_1-mae:5988.61133 [1595] validation_0-mae:3997.50244 validation_1-mae:5988.60107 [1596] validation_0-mae:3996.74561 validation_1-mae:5988.67871 [1597] validation_0-mae:3995.38501 validation_1-mae:5988.89160 [1598] validation_0-mae:3994.14331 validation_1-mae:5989.10645 [1599] validation_0-mae:3993.03662 validation_1-mae:5989.64697 [1600] validation_0-mae:3992.14160 validation_1-mae:5989.50635 [1601] validation_0-mae:3991.02417 validation_1-mae:5989.50098 [1602] validation_0-mae:3990.21069 validation_1-mae:5989.80469 [1603] validation_0-mae:3989.17529 validation_1-mae:5989.47949 [1604] validation_0-mae:3988.23731 validation_1-mae:5989.53320 [1605] validation_0-mae:3987.31714 validation_1-mae:5989.39893 [1606] validation_0-mae:3986.58032 validation_1-mae:5989.48877 [1607] validation_0-mae:3985.65771 validation_1-mae:5988.83789 [1608] validation_0-mae:3984.75366 validation_1-mae:5988.84131 [1609] validation_0-mae:3984.05371 validation_1-mae:5988.16650 [1610] validation_0-mae:3983.56274 validation_1-mae:5988.28320 [1611] validation_0-mae:3982.78906 validation_1-mae:5988.50049 [1612] validation_0-mae:3981.49072 validation_1-mae:5988.24414 [1613] validation_0-mae:3981.24170 validation_1-mae:5988.05225 [1614] validation_0-mae:3980.31396 validation_1-mae:5987.60352 [1615] validation_0-mae:3979.90967 validation_1-mae:5987.59619 [1616] validation_0-mae:3979.23950 validation_1-mae:5987.34277 [1617] validation_0-mae:3979.21558 validation_1-mae:5987.34570 [1618] validation_0-mae:3978.45410 validation_1-mae:5987.27002 [1619] validation_0-mae:3978.38647 validation_1-mae:5987.34570 [1620] validation_0-mae:3978.14526 validation_1-mae:5986.89648 [1621] validation_0-mae:3977.26343 validation_1-mae:5986.78711 [1622] validation_0-mae:3976.57300 validation_1-mae:5986.85742 [1623] validation_0-mae:3976.06763 validation_1-mae:5986.85107 [1624] validation_0-mae:3975.05737 validation_1-mae:5986.68213 [1625] validation_0-mae:3974.38745 validation_1-mae:5986.65088 [1626] validation_0-mae:3973.60889 validation_1-mae:5986.19482 [1627] validation_0-mae:3972.57397 validation_1-mae:5985.83398 [1628] validation_0-mae:3972.03174 validation_1-mae:5985.77148 [1629] validation_0-mae:3970.98193 validation_1-mae:5985.95410 [1630] validation_0-mae:3970.60571 validation_1-mae:5986.20947 [1631] validation_0-mae:3969.02222 validation_1-mae:5986.30225 [1632] validation_0-mae:3968.18701 validation_1-mae:5986.39746 [1633] validation_0-mae:3967.10962 validation_1-mae:5986.00147 [1634] validation_0-mae:3965.69995 validation_1-mae:5986.07617 [1635] validation_0-mae:3964.79321 validation_1-mae:5986.25342 [1636] validation_0-mae:3963.86987 validation_1-mae:5986.41797 [1637] validation_0-mae:3963.16846 validation_1-mae:5985.92578 [1638] validation_0-mae:3962.50903 validation_1-mae:5986.06641 [1639] validation_0-mae:3961.92627 validation_1-mae:5986.01074 [1640] validation_0-mae:3961.62305 validation_1-mae:5985.83105 [1641] validation_0-mae:3961.56519 validation_1-mae:5985.90039 [1642] validation_0-mae:3961.18237 validation_1-mae:5985.85059 [1643] validation_0-mae:3960.36645 validation_1-mae:5986.07861 [1644] validation_0-mae:3959.22607 validation_1-mae:5986.04541 [1645] validation_0-mae:3957.78247 validation_1-mae:5986.14600 [1646] validation_0-mae:3957.11865 validation_1-mae:5986.29102 [1647] validation_0-mae:3956.61719 validation_1-mae:5986.44873 [1648] validation_0-mae:3956.08423 validation_1-mae:5986.60352 [1649] validation_0-mae:3955.97730 validation_1-mae:5986.58594 [1650] validation_0-mae:3955.13794 validation_1-mae:5986.46338 [1651] validation_0-mae:3955.12598 validation_1-mae:5986.47900 [1652] validation_0-mae:3954.62061 validation_1-mae:5986.52637 [1653] validation_0-mae:3954.07837 validation_1-mae:5986.77539 [1654] validation_0-mae:3953.45703 validation_1-mae:5986.39453 [1655] validation_0-mae:3952.93042 validation_1-mae:5986.56006 [1656] validation_0-mae:3952.20728 validation_1-mae:5986.81006 [1657] validation_0-mae:3951.86719 validation_1-mae:5986.83252 [1658] validation_0-mae:3951.20019 validation_1-mae:5986.69971 [1659] validation_0-mae:3950.21948 validation_1-mae:5987.05078 [1660] validation_0-mae:3949.58252 validation_1-mae:5987.16553 [1661] validation_0-mae:3949.25293 validation_1-mae:5987.25342 [1662] validation_0-mae:3948.35400 validation_1-mae:5986.68750 [1663] validation_0-mae:3947.37744 validation_1-mae:5986.75147 [1664] validation_0-mae:3945.93579 validation_1-mae:5987.27686 [1665] validation_0-mae:3945.39014 validation_1-mae:5987.45557 [1666] validation_0-mae:3944.15796 validation_1-mae:5987.70410 [1667] validation_0-mae:3943.74341 validation_1-mae:5987.68066 [1668] validation_0-mae:3942.30591 validation_1-mae:5987.73828 [1669] validation_0-mae:3941.46338 validation_1-mae:5987.79590 [1670] validation_0-mae:3940.96020 validation_1-mae:5987.72412 [1671] validation_0-mae:3940.13721 validation_1-mae:5987.88477 [1672] validation_0-mae:3939.92358 validation_1-mae:5987.81738 [1673] validation_0-mae:3939.63892 validation_1-mae:5987.76025 [1674] validation_0-mae:3938.82593 validation_1-mae:5987.70703 [1675] validation_0-mae:3938.78955 validation_1-mae:5987.73926 [1676] validation_0-mae:3938.29272 validation_1-mae:5987.89551 [1677] validation_0-mae:3937.96240 validation_1-mae:5987.80469 [1678] validation_0-mae:3937.36255 validation_1-mae:5987.79248 [1679] validation_0-mae:3936.45044 validation_1-mae:5987.79639 [1680] validation_0-mae:3935.80371 validation_1-mae:5987.59717 [1681] validation_0-mae:3935.22021 validation_1-mae:5987.48242 [1682] validation_0-mae:3934.23413 validation_1-mae:5987.40527 [1683] validation_0-mae:3933.50391 validation_1-mae:5987.47998 [1684] validation_0-mae:3932.93726 validation_1-mae:5987.54297 [1685] validation_0-mae:3931.80420 validation_1-mae:5987.63037 [1686] validation_0-mae:3931.31079 validation_1-mae:5987.89453 [1687] validation_0-mae:3930.81958 validation_1-mae:5987.75732 [1688] validation_0-mae:3930.23779 validation_1-mae:5987.92236 [1689] validation_0-mae:3930.05469 validation_1-mae:5987.86182 [1690] validation_0-mae:3928.83789 validation_1-mae:5988.05713 [1691] validation_0-mae:3928.43481 validation_1-mae:5988.14111 [1692] validation_0-mae:3927.81323 validation_1-mae:5988.02588 [1693] validation_0-mae:3927.04517 validation_1-mae:5988.17480 [1694] validation_0-mae:3926.98975 validation_1-mae:5988.13037 [1695] validation_0-mae:3925.84937 validation_1-mae:5987.52832 [1696] validation_0-mae:3924.79956 validation_1-mae:5988.06103 [1697] validation_0-mae:3924.31616 validation_1-mae:5987.89551 [1698] validation_0-mae:3923.55103 validation_1-mae:5987.95703 [1699] validation_0-mae:3922.75586 validation_1-mae:5987.92920 Dropping: lpg [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.14258 [13] validation_0-mae:9819.97461 validation_1-mae:9626.33984 [14] validation_0-mae:9418.90527 validation_1-mae:9235.68164 [15] validation_0-mae:9084.41894 validation_1-mae:8908.25391 [16] validation_0-mae:8802.76660 validation_1-mae:8636.84473 [17] validation_0-mae:8567.56836 validation_1-mae:8412.41309 [18] validation_0-mae:8374.73828 validation_1-mae:8224.23438 [19] validation_0-mae:8211.97070 validation_1-mae:8071.29590 [20] validation_0-mae:8069.25439 validation_1-mae:7940.15967 [21] validation_0-mae:7944.89600 validation_1-mae:7832.24023 [22] validation_0-mae:7846.75684 validation_1-mae:7745.81348 [23] validation_0-mae:7760.49268 validation_1-mae:7676.68457 [24] validation_0-mae:7676.77881 validation_1-mae:7598.33838 [25] validation_0-mae:7604.22461 validation_1-mae:7535.01807 [26] validation_0-mae:7548.76855 validation_1-mae:7488.23340 [27] validation_0-mae:7488.48926 validation_1-mae:7434.20312 [28] validation_0-mae:7439.25342 validation_1-mae:7393.11328 [29] validation_0-mae:7397.08154 validation_1-mae:7358.94043 [30] validation_0-mae:7361.37988 validation_1-mae:7328.47559 [31] validation_0-mae:7320.82324 validation_1-mae:7291.93555 [32] validation_0-mae:7292.41406 validation_1-mae:7274.46826 [33] validation_0-mae:7264.21289 validation_1-mae:7253.83887 [34] validation_0-mae:7233.89893 validation_1-mae:7233.88037 [35] validation_0-mae:7202.42920 validation_1-mae:7209.23633 [36] validation_0-mae:7185.20361 validation_1-mae:7195.82227 [37] validation_0-mae:7167.49853 validation_1-mae:7185.80615 [38] validation_0-mae:7142.06152 validation_1-mae:7164.30811 [39] validation_0-mae:7120.69287 validation_1-mae:7146.75928 [40] validation_0-mae:7102.86865 validation_1-mae:7136.39111 [41] validation_0-mae:7086.70312 validation_1-mae:7123.99707 [42] validation_0-mae:7069.58447 validation_1-mae:7113.25488 [43] validation_0-mae:7049.53027 validation_1-mae:7099.44580 [44] validation_0-mae:7037.05225 validation_1-mae:7088.65869 [45] validation_0-mae:7011.79150 validation_1-mae:7068.21582 [46] validation_0-mae:6988.35352 validation_1-mae:7048.41602 [47] validation_0-mae:6972.47510 validation_1-mae:7040.34863 [48] validation_0-mae:6947.78906 validation_1-mae:7021.59228 [49] validation_0-mae:6933.60693 validation_1-mae:7011.54199 [50] validation_0-mae:6915.68603 validation_1-mae:6998.61279 [51] validation_0-mae:6900.50488 validation_1-mae:6986.34326 [52] validation_0-mae:6889.22070 validation_1-mae:6980.55762 [53] validation_0-mae:6875.30420 validation_1-mae:6971.02002 [54] validation_0-mae:6865.28320 validation_1-mae:6966.84277 [55] validation_0-mae:6847.62988 validation_1-mae:6951.30566 [56] validation_0-mae:6830.95752 validation_1-mae:6936.87988 [57] validation_0-mae:6822.22852 validation_1-mae:6932.74707 [58] validation_0-mae:6810.77832 validation_1-mae:6922.25488 [59] validation_0-mae:6795.55566 validation_1-mae:6908.91309 [60] validation_0-mae:6783.24561 validation_1-mae:6898.03027 [61] validation_0-mae:6769.98340 validation_1-mae:6889.81885 [62] validation_0-mae:6758.57227 validation_1-mae:6882.46875 [63] validation_0-mae:6750.23096 validation_1-mae:6874.98145 [64] validation_0-mae:6736.42627 validation_1-mae:6867.42725 [65] validation_0-mae:6726.77978 validation_1-mae:6859.10010 [66] validation_0-mae:6716.72217 validation_1-mae:6852.05713 [67] validation_0-mae:6706.28564 validation_1-mae:6844.45703 [68] validation_0-mae:6697.85254 validation_1-mae:6838.05713 [69] validation_0-mae:6684.60352 validation_1-mae:6826.36230 [70] validation_0-mae:6671.92236 validation_1-mae:6815.57227 [71] validation_0-mae:6657.90234 validation_1-mae:6804.72803 [72] validation_0-mae:6648.67773 validation_1-mae:6797.89111 [73] validation_0-mae:6634.84228 validation_1-mae:6789.85254 [74] validation_0-mae:6627.72217 validation_1-mae:6784.11475 [75] validation_0-mae:6617.30811 validation_1-mae:6775.78564 [76] validation_0-mae:6612.96436 validation_1-mae:6773.69141 [77] validation_0-mae:6602.28076 validation_1-mae:6764.58252 [78] validation_0-mae:6594.76074 validation_1-mae:6759.92627 [79] validation_0-mae:6583.66943 validation_1-mae:6753.12353 [80] validation_0-mae:6577.51660 validation_1-mae:6749.30811 [81] validation_0-mae:6569.32910 validation_1-mae:6742.93066 [82] validation_0-mae:6556.95361 validation_1-mae:6735.87891 [83] validation_0-mae:6550.00928 validation_1-mae:6732.31543 [84] validation_0-mae:6538.58350 validation_1-mae:6720.92969 [85] validation_0-mae:6532.03174 validation_1-mae:6716.33203 [86] validation_0-mae:6520.15039 validation_1-mae:6707.17822 [87] validation_0-mae:6513.52881 validation_1-mae:6702.94727 [88] validation_0-mae:6506.11084 validation_1-mae:6696.45557 [89] validation_0-mae:6498.47070 validation_1-mae:6691.18164 [90] validation_0-mae:6488.88574 validation_1-mae:6683.56152 [91] validation_0-mae:6483.18799 validation_1-mae:6679.79834 [92] validation_0-mae:6476.47852 validation_1-mae:6677.14307 [93] validation_0-mae:6467.00293 validation_1-mae:6670.80322 [94] validation_0-mae:6459.86426 validation_1-mae:6665.72022 [95] validation_0-mae:6453.61035 validation_1-mae:6660.59863 [96] validation_0-mae:6448.60742 validation_1-mae:6656.43359 [97] validation_0-mae:6441.65576 validation_1-mae:6652.99512 [98] validation_0-mae:6431.59961 validation_1-mae:6644.68897 [99] validation_0-mae:6425.08545 validation_1-mae:6639.61475 [100] validation_0-mae:6417.08789 validation_1-mae:6633.71045 [101] validation_0-mae:6411.61035 validation_1-mae:6630.81982 [102] validation_0-mae:6402.65674 validation_1-mae:6623.59131 [103] validation_0-mae:6400.41455 validation_1-mae:6622.10791 [104] validation_0-mae:6395.80664 validation_1-mae:6622.02832 [105] validation_0-mae:6387.44971 validation_1-mae:6616.32617 [106] validation_0-mae:6381.41357 validation_1-mae:6612.57275 [107] validation_0-mae:6378.72998 validation_1-mae:6610.89746 [108] validation_0-mae:6372.12549 validation_1-mae:6607.47754 [109] validation_0-mae:6368.42236 validation_1-mae:6604.30762 [110] validation_0-mae:6361.35352 validation_1-mae:6600.02393 [111] validation_0-mae:6354.41113 validation_1-mae:6595.17676 [112] validation_0-mae:6347.73584 validation_1-mae:6591.95508 [113] validation_0-mae:6342.07715 validation_1-mae:6589.41748 [114] validation_0-mae:6338.91504 validation_1-mae:6587.77832 [115] validation_0-mae:6331.09082 validation_1-mae:6581.21680 [116] validation_0-mae:6320.05664 validation_1-mae:6571.62012 [117] validation_0-mae:6315.49414 validation_1-mae:6568.98096 [118] validation_0-mae:6314.51074 validation_1-mae:6568.11182 [119] validation_0-mae:6308.72852 validation_1-mae:6564.50244 [120] validation_0-mae:6304.29932 validation_1-mae:6562.88330 [121] validation_0-mae:6296.98096 validation_1-mae:6557.79150 [122] validation_0-mae:6291.46728 validation_1-mae:6554.89551 [123] validation_0-mae:6285.52637 validation_1-mae:6552.55273 [124] validation_0-mae:6281.62842 validation_1-mae:6550.03076 [125] validation_0-mae:6274.61719 validation_1-mae:6544.75000 [126] validation_0-mae:6269.77295 validation_1-mae:6543.05420 [127] validation_0-mae:6264.49268 validation_1-mae:6539.52881 [128] validation_0-mae:6262.06494 validation_1-mae:6536.69775 [129] validation_0-mae:6255.12891 validation_1-mae:6531.47022 [130] validation_0-mae:6249.18603 validation_1-mae:6527.63672 [131] validation_0-mae:6244.67041 validation_1-mae:6523.83301 [132] validation_0-mae:6241.79785 validation_1-mae:6523.41895 [133] validation_0-mae:6236.95557 validation_1-mae:6520.92480 [134] validation_0-mae:6229.57178 validation_1-mae:6516.61914 [135] validation_0-mae:6225.12451 validation_1-mae:6513.89453 [136] validation_0-mae:6221.39990 validation_1-mae:6511.57812 [137] validation_0-mae:6216.98438 validation_1-mae:6509.89648 [138] validation_0-mae:6213.80908 validation_1-mae:6506.77588 [139] validation_0-mae:6206.27441 validation_1-mae:6500.67188 [140] validation_0-mae:6202.34326 validation_1-mae:6498.19189 [141] validation_0-mae:6200.00293 validation_1-mae:6496.42578 [142] validation_0-mae:6194.82861 validation_1-mae:6493.82129 [143] validation_0-mae:6190.29932 validation_1-mae:6490.89502 [144] validation_0-mae:6188.36475 validation_1-mae:6490.63965 [145] validation_0-mae:6180.01074 validation_1-mae:6485.44922 [146] validation_0-mae:6174.96240 validation_1-mae:6482.53906 [147] validation_0-mae:6171.65625 validation_1-mae:6479.26074 [148] validation_0-mae:6167.48682 validation_1-mae:6476.76172 [149] validation_0-mae:6161.85352 validation_1-mae:6473.85547 [150] validation_0-mae:6154.52490 validation_1-mae:6469.81348 [151] validation_0-mae:6150.01562 validation_1-mae:6467.86865 [152] validation_0-mae:6147.10156 validation_1-mae:6465.87988 [153] validation_0-mae:6143.92188 validation_1-mae:6464.99756 [154] validation_0-mae:6139.58252 validation_1-mae:6462.22607 [155] validation_0-mae:6135.22559 validation_1-mae:6459.96875 [156] validation_0-mae:6133.30859 validation_1-mae:6458.41650 [157] validation_0-mae:6125.17090 validation_1-mae:6456.56445 [158] validation_0-mae:6120.94385 validation_1-mae:6452.78076 [159] validation_0-mae:6115.74756 validation_1-mae:6450.24805 [160] validation_0-mae:6113.29639 validation_1-mae:6448.63867 [161] validation_0-mae:6109.20996 validation_1-mae:6447.68359 [162] validation_0-mae:6103.91992 validation_1-mae:6444.20264 [163] validation_0-mae:6099.58984 validation_1-mae:6442.67383 [164] validation_0-mae:6097.93701 validation_1-mae:6441.21045 [165] validation_0-mae:6089.21582 validation_1-mae:6435.06494 [166] validation_0-mae:6085.69287 validation_1-mae:6431.72998 [167] validation_0-mae:6082.68652 validation_1-mae:6431.84375 [168] validation_0-mae:6079.56641 validation_1-mae:6431.10498 [169] validation_0-mae:6075.64014 validation_1-mae:6429.41162 [170] validation_0-mae:6070.57910 validation_1-mae:6428.68897 [171] validation_0-mae:6066.26514 validation_1-mae:6427.46191 [172] validation_0-mae:6062.14014 validation_1-mae:6426.15381 [173] validation_0-mae:6059.15820 validation_1-mae:6424.85205 [174] validation_0-mae:6055.48633 validation_1-mae:6423.64258 [175] validation_0-mae:6054.03662 validation_1-mae:6423.18652 [176] validation_0-mae:6052.10938 validation_1-mae:6422.07666 [177] validation_0-mae:6046.99121 validation_1-mae:6419.63428 [178] validation_0-mae:6042.72900 validation_1-mae:6419.03955 [179] validation_0-mae:6035.19189 validation_1-mae:6414.08496 [180] validation_0-mae:6031.75879 validation_1-mae:6412.11475 [181] validation_0-mae:6027.14648 validation_1-mae:6408.95801 [182] validation_0-mae:6022.91650 validation_1-mae:6408.56738 [183] validation_0-mae:6020.57715 validation_1-mae:6406.71045 [184] validation_0-mae:6013.65039 validation_1-mae:6403.31738 [185] validation_0-mae:6010.42188 validation_1-mae:6401.01758 [186] validation_0-mae:6005.54834 validation_1-mae:6397.79590 [187] validation_0-mae:6001.53516 validation_1-mae:6394.75391 [188] validation_0-mae:5999.00684 validation_1-mae:6393.54053 [189] validation_0-mae:5995.74756 validation_1-mae:6392.35498 [190] validation_0-mae:5994.49609 validation_1-mae:6392.21143 [191] validation_0-mae:5989.96289 validation_1-mae:6389.89453 [192] validation_0-mae:5986.81689 validation_1-mae:6388.17676 [193] validation_0-mae:5983.71777 validation_1-mae:6386.06885 [194] validation_0-mae:5977.64795 validation_1-mae:6382.13086 [195] validation_0-mae:5974.74805 validation_1-mae:6380.42871 [196] validation_0-mae:5972.01416 validation_1-mae:6378.58154 [197] validation_0-mae:5969.21973 validation_1-mae:6377.58154 [198] validation_0-mae:5966.47314 validation_1-mae:6377.15674 [199] validation_0-mae:5962.92920 validation_1-mae:6374.43457 [200] validation_0-mae:5958.94824 validation_1-mae:6373.68555 [201] validation_0-mae:5956.74463 validation_1-mae:6372.94727 [202] validation_0-mae:5954.80566 validation_1-mae:6372.63184 [203] validation_0-mae:5951.98047 validation_1-mae:6371.89404 [204] validation_0-mae:5945.12988 validation_1-mae:6367.62402 [205] validation_0-mae:5942.27441 validation_1-mae:6366.01709 [206] validation_0-mae:5937.32178 validation_1-mae:6365.21582 [207] validation_0-mae:5932.96240 validation_1-mae:6363.75000 [208] validation_0-mae:5930.75879 validation_1-mae:6363.24268 [209] validation_0-mae:5928.96582 validation_1-mae:6362.19434 [210] validation_0-mae:5927.66797 validation_1-mae:6361.30859 [211] validation_0-mae:5924.62939 validation_1-mae:6359.82129 [212] validation_0-mae:5921.17334 validation_1-mae:6357.96680 [213] validation_0-mae:5917.65527 validation_1-mae:6357.53418 [214] validation_0-mae:5914.57129 validation_1-mae:6356.89551 [215] validation_0-mae:5909.36084 validation_1-mae:6352.57422 [216] validation_0-mae:5906.89111 validation_1-mae:6352.67188 [217] validation_0-mae:5904.29639 validation_1-mae:6350.78613 [218] validation_0-mae:5901.32080 validation_1-mae:6349.39746 [219] validation_0-mae:5899.97022 validation_1-mae:6349.09277 [220] validation_0-mae:5896.64648 validation_1-mae:6347.47168 [221] validation_0-mae:5890.77832 validation_1-mae:6345.85303 [222] validation_0-mae:5887.73730 validation_1-mae:6344.87451 [223] validation_0-mae:5884.62402 validation_1-mae:6342.78320 [224] validation_0-mae:5881.41748 validation_1-mae:6341.26709 [225] validation_0-mae:5876.68994 validation_1-mae:6336.96094 [226] validation_0-mae:5873.38477 validation_1-mae:6335.00098 [227] validation_0-mae:5870.85010 validation_1-mae:6335.39941 [228] validation_0-mae:5869.57520 validation_1-mae:6334.67090 [229] validation_0-mae:5867.06152 validation_1-mae:6334.32861 [230] validation_0-mae:5863.43799 validation_1-mae:6333.69971 [231] validation_0-mae:5859.90527 validation_1-mae:6331.09033 [232] validation_0-mae:5859.01416 validation_1-mae:6331.89697 [233] validation_0-mae:5857.19434 validation_1-mae:6332.11719 [234] validation_0-mae:5852.66943 validation_1-mae:6329.27295 [235] validation_0-mae:5849.35986 validation_1-mae:6327.45752 [236] validation_0-mae:5847.12305 validation_1-mae:6326.49902 [237] validation_0-mae:5844.40332 validation_1-mae:6326.07080 [238] validation_0-mae:5842.09375 validation_1-mae:6325.02783 [239] validation_0-mae:5839.94189 validation_1-mae:6323.61670 [240] validation_0-mae:5838.76172 validation_1-mae:6323.24414 [241] validation_0-mae:5834.54346 validation_1-mae:6321.79492 [242] validation_0-mae:5828.19434 validation_1-mae:6316.70752 [243] validation_0-mae:5821.34326 validation_1-mae:6312.81152 [244] validation_0-mae:5816.59473 validation_1-mae:6311.07764 [245] validation_0-mae:5812.01709 validation_1-mae:6307.13525 [246] validation_0-mae:5810.68262 validation_1-mae:6307.09033 [247] validation_0-mae:5808.93750 validation_1-mae:6306.38916 [248] validation_0-mae:5803.87891 validation_1-mae:6303.06885 [249] validation_0-mae:5800.70654 validation_1-mae:6301.81787 [250] validation_0-mae:5798.02002 validation_1-mae:6301.68994 [251] validation_0-mae:5795.69873 validation_1-mae:6301.21045 [252] validation_0-mae:5792.97412 validation_1-mae:6300.03809 [253] validation_0-mae:5790.16846 validation_1-mae:6298.67773 [254] validation_0-mae:5788.74561 validation_1-mae:6298.14160 [255] validation_0-mae:5785.91846 validation_1-mae:6297.26709 [256] validation_0-mae:5784.83301 validation_1-mae:6296.88525 [257] validation_0-mae:5783.03076 validation_1-mae:6296.85107 [258] validation_0-mae:5779.82959 validation_1-mae:6294.66553 [259] validation_0-mae:5776.83545 validation_1-mae:6292.55322 [260] validation_0-mae:5775.17773 validation_1-mae:6292.23096 [261] validation_0-mae:5773.20459 validation_1-mae:6291.73438 [262] validation_0-mae:5770.93408 validation_1-mae:6291.19434 [263] validation_0-mae:5767.42285 validation_1-mae:6289.35596 [264] validation_0-mae:5765.21387 validation_1-mae:6288.62988 [265] validation_0-mae:5761.28027 validation_1-mae:6287.47314 [266] validation_0-mae:5758.05615 validation_1-mae:6284.13574 [267] validation_0-mae:5755.24316 validation_1-mae:6282.63770 [268] validation_0-mae:5751.11865 validation_1-mae:6282.21484 [269] validation_0-mae:5748.65088 validation_1-mae:6280.86084 [270] validation_0-mae:5746.64844 validation_1-mae:6278.91406 [271] validation_0-mae:5744.06299 validation_1-mae:6278.22412 [272] validation_0-mae:5741.50977 validation_1-mae:6278.04688 [273] validation_0-mae:5739.20605 validation_1-mae:6278.46582 [274] validation_0-mae:5737.16113 validation_1-mae:6277.44873 [275] validation_0-mae:5735.72217 validation_1-mae:6276.98242 [276] validation_0-mae:5733.32617 validation_1-mae:6276.46143 [277] validation_0-mae:5730.80811 validation_1-mae:6276.12207 [278] validation_0-mae:5728.64160 validation_1-mae:6276.10205 [279] validation_0-mae:5726.91357 validation_1-mae:6276.28320 [280] validation_0-mae:5726.18066 validation_1-mae:6276.36279 [281] validation_0-mae:5724.06055 validation_1-mae:6276.13818 [282] validation_0-mae:5721.34228 validation_1-mae:6275.15772 [283] validation_0-mae:5720.11572 validation_1-mae:6274.39307 [284] validation_0-mae:5717.46191 validation_1-mae:6274.14941 [285] validation_0-mae:5712.10449 validation_1-mae:6272.91602 [286] validation_0-mae:5709.43262 validation_1-mae:6272.58936 [287] validation_0-mae:5703.95410 validation_1-mae:6267.77002 [288] validation_0-mae:5701.23535 validation_1-mae:6264.91113 [289] validation_0-mae:5699.11621 validation_1-mae:6264.78467 [290] validation_0-mae:5696.80469 validation_1-mae:6264.21777 [291] validation_0-mae:5695.14746 validation_1-mae:6263.30518 [292] validation_0-mae:5693.29980 validation_1-mae:6263.31543 [293] validation_0-mae:5692.75732 validation_1-mae:6263.07227 [294] validation_0-mae:5689.21826 validation_1-mae:6261.11328 [295] validation_0-mae:5688.02441 validation_1-mae:6261.09522 [296] validation_0-mae:5685.35498 validation_1-mae:6260.83301 [297] validation_0-mae:5681.68945 validation_1-mae:6259.98096 [298] validation_0-mae:5677.68359 validation_1-mae:6257.32275 [299] validation_0-mae:5672.28809 validation_1-mae:6254.57861 [300] validation_0-mae:5670.28174 validation_1-mae:6253.91357 [301] validation_0-mae:5669.54395 validation_1-mae:6253.78906 [302] validation_0-mae:5666.06934 validation_1-mae:6252.88965 [303] validation_0-mae:5660.86719 validation_1-mae:6252.94971 [304] validation_0-mae:5655.55811 validation_1-mae:6251.07227 [305] validation_0-mae:5653.23633 validation_1-mae:6249.32031 [306] validation_0-mae:5650.60889 validation_1-mae:6250.05762 [307] validation_0-mae:5648.63916 validation_1-mae:6248.76367 [308] validation_0-mae:5646.16064 validation_1-mae:6247.48486 [309] validation_0-mae:5644.77197 validation_1-mae:6247.63037 [310] validation_0-mae:5641.75195 validation_1-mae:6246.14014 [311] validation_0-mae:5640.37647 validation_1-mae:6245.87598 [312] validation_0-mae:5637.73096 validation_1-mae:6245.39893 [313] validation_0-mae:5635.48340 validation_1-mae:6245.08350 [314] validation_0-mae:5634.56689 validation_1-mae:6244.96631 [315] validation_0-mae:5629.94092 validation_1-mae:6242.03076 [316] validation_0-mae:5627.66016 validation_1-mae:6241.44922 [317] validation_0-mae:5624.84180 validation_1-mae:6240.97363 [318] validation_0-mae:5620.94678 validation_1-mae:6240.14795 [319] validation_0-mae:5614.33838 validation_1-mae:6237.61914 [320] validation_0-mae:5610.00977 validation_1-mae:6235.50830 [321] validation_0-mae:5607.27002 validation_1-mae:6235.42627 [322] validation_0-mae:5603.00879 validation_1-mae:6232.41553 [323] validation_0-mae:5601.01709 validation_1-mae:6231.15478 [324] validation_0-mae:5599.35742 validation_1-mae:6230.08643 [325] validation_0-mae:5598.34082 validation_1-mae:6229.19824 [326] validation_0-mae:5597.21191 validation_1-mae:6228.81543 [327] validation_0-mae:5593.48193 validation_1-mae:6227.84863 [328] validation_0-mae:5591.89062 validation_1-mae:6227.21045 [329] validation_0-mae:5588.66699 validation_1-mae:6225.04688 [330] validation_0-mae:5587.14551 validation_1-mae:6224.29053 [331] validation_0-mae:5584.17676 validation_1-mae:6224.20264 [332] validation_0-mae:5582.81397 validation_1-mae:6223.68359 [333] validation_0-mae:5579.92432 validation_1-mae:6222.23535 [334] validation_0-mae:5578.70508 validation_1-mae:6222.24658 [335] validation_0-mae:5575.54102 validation_1-mae:6220.12988 [336] validation_0-mae:5574.55176 validation_1-mae:6220.52344 [337] validation_0-mae:5573.55127 validation_1-mae:6220.70947 [338] validation_0-mae:5572.71484 validation_1-mae:6220.59570 [339] validation_0-mae:5570.83105 validation_1-mae:6219.58398 [340] validation_0-mae:5566.33154 validation_1-mae:6215.95850 [341] validation_0-mae:5564.58301 validation_1-mae:6215.91211 [342] validation_0-mae:5561.68408 validation_1-mae:6214.09570 [343] validation_0-mae:5558.79102 validation_1-mae:6212.67432 [344] validation_0-mae:5554.57471 validation_1-mae:6212.41113 [345] validation_0-mae:5552.57471 validation_1-mae:6210.90186 [346] validation_0-mae:5551.68018 validation_1-mae:6211.03125 [347] validation_0-mae:5547.46436 validation_1-mae:6209.06397 [348] validation_0-mae:5545.49121 validation_1-mae:6208.05225 [349] validation_0-mae:5543.87402 validation_1-mae:6206.91064 [350] validation_0-mae:5541.33887 validation_1-mae:6205.99170 [351] validation_0-mae:5539.89795 validation_1-mae:6205.56299 [352] validation_0-mae:5537.83984 validation_1-mae:6204.70947 [353] validation_0-mae:5537.05713 validation_1-mae:6204.83984 [354] validation_0-mae:5535.77490 validation_1-mae:6204.08887 [355] validation_0-mae:5534.01123 validation_1-mae:6204.01074 [356] validation_0-mae:5530.14844 validation_1-mae:6202.54736 [357] validation_0-mae:5528.06299 validation_1-mae:6203.75293 [358] validation_0-mae:5525.40381 validation_1-mae:6203.64600 [359] validation_0-mae:5523.01270 validation_1-mae:6202.38867 [360] validation_0-mae:5518.70215 validation_1-mae:6202.53857 [361] validation_0-mae:5517.27100 validation_1-mae:6202.48584 [362] validation_0-mae:5515.03223 validation_1-mae:6202.69434 [363] validation_0-mae:5513.27588 validation_1-mae:6202.38672 [364] validation_0-mae:5513.00586 validation_1-mae:6202.32910 [365] validation_0-mae:5510.07764 validation_1-mae:6200.96777 [366] validation_0-mae:5509.01367 validation_1-mae:6201.26123 [367] validation_0-mae:5507.85645 validation_1-mae:6201.06494 [368] validation_0-mae:5505.02978 validation_1-mae:6200.43994 [369] validation_0-mae:5502.42480 validation_1-mae:6199.03857 [370] validation_0-mae:5499.47852 validation_1-mae:6197.55469 [371] validation_0-mae:5498.16016 validation_1-mae:6197.27637 [372] validation_0-mae:5496.08740 validation_1-mae:6197.31934 [373] validation_0-mae:5493.30908 validation_1-mae:6195.03418 [374] validation_0-mae:5488.91943 validation_1-mae:6194.87109 [375] validation_0-mae:5486.45605 validation_1-mae:6193.30469 [376] validation_0-mae:5482.92188 validation_1-mae:6191.62695 [377] validation_0-mae:5481.56934 validation_1-mae:6191.01318 [378] validation_0-mae:5480.93848 validation_1-mae:6190.90039 [379] validation_0-mae:5478.37402 validation_1-mae:6190.24023 [380] validation_0-mae:5476.22119 validation_1-mae:6190.21484 [381] validation_0-mae:5473.36328 validation_1-mae:6188.85791 [382] validation_0-mae:5472.28955 validation_1-mae:6188.52832 [383] validation_0-mae:5470.94238 validation_1-mae:6188.43408 [384] validation_0-mae:5467.81543 validation_1-mae:6187.36377 [385] validation_0-mae:5464.24853 validation_1-mae:6186.20459 [386] validation_0-mae:5462.00977 validation_1-mae:6184.90674 [387] validation_0-mae:5461.22266 validation_1-mae:6185.16406 [388] validation_0-mae:5459.00049 validation_1-mae:6183.89600 [389] validation_0-mae:5458.17480 validation_1-mae:6184.47217 [390] validation_0-mae:5456.85547 validation_1-mae:6184.26367 [391] validation_0-mae:5455.23340 validation_1-mae:6183.25879 [392] validation_0-mae:5454.96582 validation_1-mae:6182.98779 [393] validation_0-mae:5453.59375 validation_1-mae:6182.48486 [394] validation_0-mae:5450.99853 validation_1-mae:6181.77832 [395] validation_0-mae:5449.49463 validation_1-mae:6181.42236 [396] validation_0-mae:5447.20801 validation_1-mae:6180.32422 [397] validation_0-mae:5443.51611 validation_1-mae:6177.78857 [398] validation_0-mae:5441.69775 validation_1-mae:6177.61328 [399] validation_0-mae:5440.31738 validation_1-mae:6177.79541 [400] validation_0-mae:5436.00098 validation_1-mae:6177.12451 [401] validation_0-mae:5434.28662 validation_1-mae:6176.75684 [402] validation_0-mae:5431.11670 validation_1-mae:6175.54932 [403] validation_0-mae:5427.43848 validation_1-mae:6174.82422 [404] validation_0-mae:5424.47314 validation_1-mae:6173.16797 [405] validation_0-mae:5422.70361 validation_1-mae:6173.32129 [406] validation_0-mae:5421.03272 validation_1-mae:6172.62256 [407] validation_0-mae:5415.70557 validation_1-mae:6169.49414 [408] validation_0-mae:5412.94482 validation_1-mae:6168.02637 [409] validation_0-mae:5410.06103 validation_1-mae:6166.92627 [410] validation_0-mae:5405.95117 validation_1-mae:6164.54395 [411] validation_0-mae:5404.36182 validation_1-mae:6164.01318 [412] validation_0-mae:5402.62500 validation_1-mae:6163.29297 [413] validation_0-mae:5402.09228 validation_1-mae:6163.01074 [414] validation_0-mae:5401.01416 validation_1-mae:6163.12207 [415] validation_0-mae:5399.56543 validation_1-mae:6162.52051 [416] validation_0-mae:5396.49219 validation_1-mae:6160.98242 [417] validation_0-mae:5394.67139 validation_1-mae:6160.77393 [418] validation_0-mae:5393.22266 validation_1-mae:6160.07764 [419] validation_0-mae:5391.98047 validation_1-mae:6159.97803 [420] validation_0-mae:5390.11475 validation_1-mae:6159.31250 [421] validation_0-mae:5388.42188 validation_1-mae:6159.14648 [422] validation_0-mae:5387.87451 validation_1-mae:6158.84375 [423] validation_0-mae:5387.33398 validation_1-mae:6158.47266 [424] validation_0-mae:5384.81103 validation_1-mae:6158.54541 [425] validation_0-mae:5382.81885 validation_1-mae:6158.42139 [426] validation_0-mae:5380.87207 validation_1-mae:6158.04443 [427] validation_0-mae:5379.75928 validation_1-mae:6157.89453 [428] validation_0-mae:5378.55664 validation_1-mae:6157.77637 [429] validation_0-mae:5376.63867 validation_1-mae:6157.65332 [430] validation_0-mae:5374.54395 validation_1-mae:6157.17969 [431] validation_0-mae:5372.74805 validation_1-mae:6157.04150 [432] validation_0-mae:5369.72217 validation_1-mae:6156.60205 [433] validation_0-mae:5368.45117 validation_1-mae:6155.88721 [434] validation_0-mae:5366.08008 validation_1-mae:6155.05811 [435] validation_0-mae:5364.93018 validation_1-mae:6155.62158 [436] validation_0-mae:5363.20264 validation_1-mae:6154.31885 [437] validation_0-mae:5362.26562 validation_1-mae:6154.25195 [438] validation_0-mae:5359.18555 validation_1-mae:6153.17578 [439] validation_0-mae:5357.41455 validation_1-mae:6152.07812 [440] validation_0-mae:5356.40478 validation_1-mae:6151.76025 [441] validation_0-mae:5355.14990 validation_1-mae:6151.12598 [442] validation_0-mae:5354.62842 validation_1-mae:6150.70703 [443] validation_0-mae:5352.45801 validation_1-mae:6149.44385 [444] validation_0-mae:5351.11328 validation_1-mae:6149.91992 [445] validation_0-mae:5350.57617 validation_1-mae:6149.82666 [446] validation_0-mae:5350.11768 validation_1-mae:6149.48682 [447] validation_0-mae:5347.44434 validation_1-mae:6149.14893 [448] validation_0-mae:5346.06152 validation_1-mae:6148.80518 [449] validation_0-mae:5344.59668 validation_1-mae:6148.36914 [450] validation_0-mae:5340.57129 validation_1-mae:6147.17285 [451] validation_0-mae:5338.58203 validation_1-mae:6146.95264 [452] validation_0-mae:5336.32812 validation_1-mae:6146.26465 [453] validation_0-mae:5334.09131 validation_1-mae:6145.71387 [454] validation_0-mae:5332.31348 validation_1-mae:6146.65723 [455] validation_0-mae:5331.14990 validation_1-mae:6146.64307 [456] validation_0-mae:5330.25439 validation_1-mae:6146.39746 [457] validation_0-mae:5328.30371 validation_1-mae:6145.21387 [458] validation_0-mae:5326.30225 validation_1-mae:6145.13525 [459] validation_0-mae:5324.39648 validation_1-mae:6144.20996 [460] validation_0-mae:5323.06348 validation_1-mae:6143.86865 [461] validation_0-mae:5321.34522 validation_1-mae:6143.50537 [462] validation_0-mae:5318.70312 validation_1-mae:6142.40478 [463] validation_0-mae:5317.52344 validation_1-mae:6141.90625 [464] validation_0-mae:5315.60303 validation_1-mae:6142.63672 [465] validation_0-mae:5315.06982 validation_1-mae:6142.41260 [466] validation_0-mae:5313.82617 validation_1-mae:6142.50147 [467] validation_0-mae:5313.30615 validation_1-mae:6142.49365 [468] validation_0-mae:5309.10889 validation_1-mae:6141.27344 [469] validation_0-mae:5307.93408 validation_1-mae:6141.66504 [470] validation_0-mae:5305.10791 validation_1-mae:6140.18994 [471] validation_0-mae:5301.81055 validation_1-mae:6139.89600 [472] validation_0-mae:5300.40918 validation_1-mae:6139.62451 [473] validation_0-mae:5299.87109 validation_1-mae:6139.78369 [474] validation_0-mae:5298.11621 validation_1-mae:6140.32812 [475] validation_0-mae:5296.11328 validation_1-mae:6140.13965 [476] validation_0-mae:5293.51172 validation_1-mae:6139.28076 [477] validation_0-mae:5292.76904 validation_1-mae:6139.02686 [478] validation_0-mae:5291.45801 validation_1-mae:6139.41504 [479] validation_0-mae:5290.64941 validation_1-mae:6139.43750 [480] validation_0-mae:5289.57031 validation_1-mae:6138.95557 [481] validation_0-mae:5287.42383 validation_1-mae:6137.92578 [482] validation_0-mae:5283.42334 validation_1-mae:6135.80518 [483] validation_0-mae:5280.38623 validation_1-mae:6133.83691 [484] validation_0-mae:5277.85986 validation_1-mae:6131.81885 [485] validation_0-mae:5275.30713 validation_1-mae:6130.88184 [486] validation_0-mae:5273.09766 validation_1-mae:6130.92432 [487] validation_0-mae:5270.73047 validation_1-mae:6130.82617 [488] validation_0-mae:5269.75147 validation_1-mae:6130.77490 [489] validation_0-mae:5267.59863 validation_1-mae:6129.93408 [490] validation_0-mae:5265.22461 validation_1-mae:6129.33838 [491] validation_0-mae:5264.76221 validation_1-mae:6129.27978 [492] validation_0-mae:5262.75391 validation_1-mae:6129.41406 [493] validation_0-mae:5261.92139 validation_1-mae:6129.15283 [494] validation_0-mae:5260.63232 validation_1-mae:6128.20312 [495] validation_0-mae:5257.82031 validation_1-mae:6127.97510 [496] validation_0-mae:5255.20801 validation_1-mae:6127.03760 [497] validation_0-mae:5255.06397 validation_1-mae:6127.07715 [498] validation_0-mae:5253.39941 validation_1-mae:6126.80322 [499] validation_0-mae:5251.87891 validation_1-mae:6126.86523 [500] validation_0-mae:5251.58594 validation_1-mae:6127.09961 [501] validation_0-mae:5250.41113 validation_1-mae:6127.15967 [502] validation_0-mae:5249.57178 validation_1-mae:6126.54492 [503] validation_0-mae:5248.10938 validation_1-mae:6125.70605 [504] validation_0-mae:5246.32861 validation_1-mae:6125.54443 [505] validation_0-mae:5244.00391 validation_1-mae:6124.87451 [506] validation_0-mae:5241.99951 validation_1-mae:6123.81738 [507] validation_0-mae:5240.88867 validation_1-mae:6123.63330 [508] validation_0-mae:5239.51416 validation_1-mae:6123.97070 [509] validation_0-mae:5236.76855 validation_1-mae:6122.64746 [510] validation_0-mae:5235.08398 validation_1-mae:6122.18262 [511] validation_0-mae:5232.77100 validation_1-mae:6121.70557 [512] validation_0-mae:5231.86914 validation_1-mae:6121.49902 [513] validation_0-mae:5230.56787 validation_1-mae:6121.13672 [514] validation_0-mae:5228.36963 validation_1-mae:6120.01562 [515] validation_0-mae:5227.05957 validation_1-mae:6119.48926 [516] validation_0-mae:5222.19287 validation_1-mae:6117.22461 [517] validation_0-mae:5221.79004 validation_1-mae:6117.38916 [518] validation_0-mae:5220.37500 validation_1-mae:6117.10400 [519] validation_0-mae:5218.49268 validation_1-mae:6117.09424 [520] validation_0-mae:5217.63086 validation_1-mae:6116.42773 [521] validation_0-mae:5215.21045 validation_1-mae:6115.73242 [522] validation_0-mae:5213.40332 validation_1-mae:6115.58057 [523] validation_0-mae:5212.71924 validation_1-mae:6115.24756 [524] validation_0-mae:5212.11621 validation_1-mae:6114.62305 [525] validation_0-mae:5210.16455 validation_1-mae:6114.13184 [526] validation_0-mae:5208.89697 validation_1-mae:6114.10400 [527] validation_0-mae:5207.20605 validation_1-mae:6114.38623 [528] validation_0-mae:5204.79492 validation_1-mae:6114.73340 [529] validation_0-mae:5203.18799 validation_1-mae:6114.97803 [530] validation_0-mae:5202.38818 validation_1-mae:6114.62012 [531] validation_0-mae:5199.15820 validation_1-mae:6112.48438 [532] validation_0-mae:5194.24561 validation_1-mae:6111.33350 [533] validation_0-mae:5193.12793 validation_1-mae:6111.01660 [534] validation_0-mae:5191.54346 validation_1-mae:6110.82910 [535] validation_0-mae:5190.07959 validation_1-mae:6111.00195 [536] validation_0-mae:5187.97412 validation_1-mae:6110.31103 [537] validation_0-mae:5184.54004 validation_1-mae:6109.48291 [538] validation_0-mae:5183.21728 validation_1-mae:6108.97168 [539] validation_0-mae:5180.99463 validation_1-mae:6107.62598 [540] validation_0-mae:5179.68115 validation_1-mae:6107.24219 [541] validation_0-mae:5178.28809 validation_1-mae:6107.27539 [542] validation_0-mae:5177.03174 validation_1-mae:6106.81982 [543] validation_0-mae:5175.67529 validation_1-mae:6106.39160 [544] validation_0-mae:5175.42529 validation_1-mae:6106.53711 [545] validation_0-mae:5173.45508 validation_1-mae:6106.43603 [546] validation_0-mae:5172.63818 validation_1-mae:6105.91309 [547] validation_0-mae:5171.41455 validation_1-mae:6105.43603 [548] validation_0-mae:5169.17676 validation_1-mae:6103.76367 [549] validation_0-mae:5167.00635 validation_1-mae:6104.43799 [550] validation_0-mae:5165.85791 validation_1-mae:6103.94287 [551] validation_0-mae:5164.74365 validation_1-mae:6103.83398 [552] validation_0-mae:5162.80615 validation_1-mae:6103.09766 [553] validation_0-mae:5159.89307 validation_1-mae:6101.60889 [554] validation_0-mae:5158.66943 validation_1-mae:6102.49902 [555] validation_0-mae:5156.79346 validation_1-mae:6101.96484 [556] validation_0-mae:5155.78760 validation_1-mae:6101.59766 [557] validation_0-mae:5153.24805 validation_1-mae:6100.56103 [558] validation_0-mae:5151.10254 validation_1-mae:6099.83301 [559] validation_0-mae:5149.59717 validation_1-mae:6100.34717 [560] validation_0-mae:5147.55273 validation_1-mae:6100.70947 [561] validation_0-mae:5146.19336 validation_1-mae:6100.36426 [562] validation_0-mae:5143.51123 validation_1-mae:6098.43213 [563] validation_0-mae:5142.31738 validation_1-mae:6098.12158 [564] validation_0-mae:5141.07764 validation_1-mae:6097.62695 [565] validation_0-mae:5139.04053 validation_1-mae:6098.22656 [566] validation_0-mae:5136.63525 validation_1-mae:6098.44873 [567] validation_0-mae:5133.42871 validation_1-mae:6098.10156 [568] validation_0-mae:5132.38574 validation_1-mae:6098.01270 [569] validation_0-mae:5130.93408 validation_1-mae:6097.28711 [570] validation_0-mae:5128.54248 validation_1-mae:6096.17139 [571] validation_0-mae:5126.72803 validation_1-mae:6095.51807 [572] validation_0-mae:5125.71924 validation_1-mae:6095.57666 [573] validation_0-mae:5124.05469 validation_1-mae:6095.61230 [574] validation_0-mae:5123.86182 validation_1-mae:6095.76807 [575] validation_0-mae:5123.62305 validation_1-mae:6095.72217 [576] validation_0-mae:5120.53320 validation_1-mae:6095.11230 [577] validation_0-mae:5118.52930 validation_1-mae:6093.85107 [578] validation_0-mae:5117.85254 validation_1-mae:6094.11230 [579] validation_0-mae:5117.23242 validation_1-mae:6093.90186 [580] validation_0-mae:5115.42676 validation_1-mae:6093.08447 [581] validation_0-mae:5114.00293 validation_1-mae:6092.63721 [582] validation_0-mae:5112.12109 validation_1-mae:6091.82275 [583] validation_0-mae:5109.83008 validation_1-mae:6091.19531 [584] validation_0-mae:5108.08203 validation_1-mae:6091.21631 [585] validation_0-mae:5106.46875 validation_1-mae:6090.52588 [586] validation_0-mae:5105.17871 validation_1-mae:6089.96289 [587] validation_0-mae:5103.84375 validation_1-mae:6089.63721 [588] validation_0-mae:5102.27051 validation_1-mae:6088.91797 [589] validation_0-mae:5100.91943 validation_1-mae:6089.03076 [590] validation_0-mae:5100.29443 validation_1-mae:6088.89893 [591] validation_0-mae:5099.20020 validation_1-mae:6089.07764 [592] validation_0-mae:5097.62500 validation_1-mae:6088.86719 [593] validation_0-mae:5095.12598 validation_1-mae:6087.97461 [594] validation_0-mae:5092.85254 validation_1-mae:6087.95264 [595] validation_0-mae:5090.41553 validation_1-mae:6088.24512 [596] validation_0-mae:5088.69580 validation_1-mae:6087.39551 [597] validation_0-mae:5086.97656 validation_1-mae:6087.17480 [598] validation_0-mae:5085.53467 validation_1-mae:6087.05127 [599] validation_0-mae:5084.29346 validation_1-mae:6086.69141 [600] validation_0-mae:5082.69922 validation_1-mae:6086.13037 [601] validation_0-mae:5081.83057 validation_1-mae:6085.84961 [602] validation_0-mae:5079.06006 validation_1-mae:6084.68115 [603] validation_0-mae:5077.21875 validation_1-mae:6083.92041 [604] validation_0-mae:5075.65869 validation_1-mae:6083.36230 [605] validation_0-mae:5074.15234 validation_1-mae:6082.82471 [606] validation_0-mae:5073.18018 validation_1-mae:6082.49365 [607] validation_0-mae:5072.10254 validation_1-mae:6082.58203 [608] validation_0-mae:5071.55713 validation_1-mae:6082.24609 [609] validation_0-mae:5070.36621 validation_1-mae:6082.14844 [610] validation_0-mae:5069.09424 validation_1-mae:6081.65332 [611] validation_0-mae:5068.95166 validation_1-mae:6081.66309 [612] validation_0-mae:5067.04736 validation_1-mae:6081.00293 [613] validation_0-mae:5065.74414 validation_1-mae:6081.23584 [614] validation_0-mae:5062.59766 validation_1-mae:6080.58496 [615] validation_0-mae:5058.77539 validation_1-mae:6079.15137 [616] validation_0-mae:5056.79004 validation_1-mae:6079.00049 [617] validation_0-mae:5055.34473 validation_1-mae:6078.35889 [618] validation_0-mae:5054.06738 validation_1-mae:6077.86133 [619] validation_0-mae:5052.95801 validation_1-mae:6077.24805 [620] validation_0-mae:5051.13525 validation_1-mae:6076.87451 [621] validation_0-mae:5050.02637 validation_1-mae:6076.61230 [622] validation_0-mae:5048.04834 validation_1-mae:6076.98242 [623] validation_0-mae:5045.88574 validation_1-mae:6076.65186 [624] validation_0-mae:5045.44824 validation_1-mae:6076.66357 [625] validation_0-mae:5043.90967 validation_1-mae:6075.86182 [626] validation_0-mae:5043.16504 validation_1-mae:6075.70312 [627] validation_0-mae:5041.33887 validation_1-mae:6075.73096 [628] validation_0-mae:5037.44580 validation_1-mae:6075.20410 [629] validation_0-mae:5035.64697 validation_1-mae:6074.71436 [630] validation_0-mae:5033.76514 validation_1-mae:6073.90723 [631] validation_0-mae:5032.15723 validation_1-mae:6073.08984 [632] validation_0-mae:5031.65674 validation_1-mae:6073.06006 [633] validation_0-mae:5030.30371 validation_1-mae:6072.23730 [634] validation_0-mae:5028.83594 validation_1-mae:6071.45850 [635] validation_0-mae:5028.14551 validation_1-mae:6071.35205 [636] validation_0-mae:5027.15527 validation_1-mae:6071.93945 [637] validation_0-mae:5026.10205 validation_1-mae:6071.43311 [638] validation_0-mae:5024.27344 validation_1-mae:6071.27051 [639] validation_0-mae:5022.85156 validation_1-mae:6072.06201 [640] validation_0-mae:5021.26123 validation_1-mae:6071.68506 [641] validation_0-mae:5020.16797 validation_1-mae:6071.03516 [642] validation_0-mae:5019.75293 validation_1-mae:6070.86816 [643] validation_0-mae:5018.49658 validation_1-mae:6070.59522 [644] validation_0-mae:5017.20752 validation_1-mae:6071.28174 [645] validation_0-mae:5016.71045 validation_1-mae:6070.84180 [646] validation_0-mae:5015.84766 validation_1-mae:6070.65186 [647] validation_0-mae:5015.20605 validation_1-mae:6070.93897 [648] validation_0-mae:5013.40674 validation_1-mae:6070.46143 [649] validation_0-mae:5012.23193 validation_1-mae:6070.67139 [650] validation_0-mae:5010.89453 validation_1-mae:6070.46387 [651] validation_0-mae:5010.28418 validation_1-mae:6070.49853 [652] validation_0-mae:5009.68799 validation_1-mae:6070.54443 [653] validation_0-mae:5008.81006 validation_1-mae:6070.08350 [654] validation_0-mae:5007.34473 validation_1-mae:6069.64697 [655] validation_0-mae:5006.35596 validation_1-mae:6069.91357 [656] validation_0-mae:5004.58789 validation_1-mae:6068.99805 [657] validation_0-mae:5003.30469 validation_1-mae:6069.11182 [658] validation_0-mae:5001.50147 validation_1-mae:6067.75293 [659] validation_0-mae:5000.00147 validation_1-mae:6066.81543 [660] validation_0-mae:4997.51660 validation_1-mae:6065.60449 [661] validation_0-mae:4995.80811 validation_1-mae:6065.09814 [662] validation_0-mae:4992.28662 validation_1-mae:6064.99268 [663] validation_0-mae:4989.76855 validation_1-mae:6064.55420 [664] validation_0-mae:4989.03418 validation_1-mae:6064.08105 [665] validation_0-mae:4987.97217 validation_1-mae:6064.15039 [666] validation_0-mae:4986.46436 validation_1-mae:6064.47949 [667] validation_0-mae:4983.49756 validation_1-mae:6065.59424 [668] validation_0-mae:4980.52930 validation_1-mae:6065.50147 [669] validation_0-mae:4977.67529 validation_1-mae:6063.85400 [670] validation_0-mae:4975.17871 validation_1-mae:6063.88770 [671] validation_0-mae:4973.97607 validation_1-mae:6063.95996 [672] validation_0-mae:4973.33350 validation_1-mae:6064.32715 [673] validation_0-mae:4971.22852 validation_1-mae:6063.98633 [674] validation_0-mae:4968.63770 validation_1-mae:6062.34326 [675] validation_0-mae:4966.44434 validation_1-mae:6060.75439 [676] validation_0-mae:4964.95312 validation_1-mae:6061.01660 [677] validation_0-mae:4963.44531 validation_1-mae:6061.05518 [678] validation_0-mae:4961.30518 validation_1-mae:6061.12402 [679] validation_0-mae:4959.73193 validation_1-mae:6060.92041 [680] validation_0-mae:4958.79834 validation_1-mae:6060.24707 [681] validation_0-mae:4957.33594 validation_1-mae:6060.12256 [682] validation_0-mae:4955.25049 validation_1-mae:6060.35303 [683] validation_0-mae:4952.13818 validation_1-mae:6059.19531 [684] validation_0-mae:4950.90918 validation_1-mae:6059.52100 [685] validation_0-mae:4947.67969 validation_1-mae:6058.48975 [686] validation_0-mae:4945.64355 validation_1-mae:6058.91650 [687] validation_0-mae:4943.99219 validation_1-mae:6059.11719 [688] validation_0-mae:4942.02393 validation_1-mae:6059.24316 [689] validation_0-mae:4941.11523 validation_1-mae:6059.68457 [690] validation_0-mae:4938.70117 validation_1-mae:6058.80518 [691] validation_0-mae:4937.84814 validation_1-mae:6058.87939 [692] validation_0-mae:4937.08838 validation_1-mae:6058.65576 [693] validation_0-mae:4934.89111 validation_1-mae:6058.46191 [694] validation_0-mae:4934.14893 validation_1-mae:6058.54443 [695] validation_0-mae:4933.59863 validation_1-mae:6058.85449 [696] validation_0-mae:4932.23975 validation_1-mae:6058.44287 [697] validation_0-mae:4930.68799 validation_1-mae:6058.34619 [698] validation_0-mae:4929.44629 validation_1-mae:6058.11426 [699] validation_0-mae:4929.01074 validation_1-mae:6058.09766 [700] validation_0-mae:4927.89795 validation_1-mae:6057.16992 [701] validation_0-mae:4926.66016 validation_1-mae:6056.86963 [702] validation_0-mae:4925.18115 validation_1-mae:6056.18897 [703] validation_0-mae:4923.86084 validation_1-mae:6055.52490 [704] validation_0-mae:4922.72754 validation_1-mae:6056.02393 [705] validation_0-mae:4921.17529 validation_1-mae:6055.82910 [706] validation_0-mae:4920.33789 validation_1-mae:6055.73242 [707] validation_0-mae:4918.94043 validation_1-mae:6055.12988 [708] validation_0-mae:4918.19189 validation_1-mae:6055.04736 [709] validation_0-mae:4917.11963 validation_1-mae:6055.16211 [710] validation_0-mae:4915.27686 validation_1-mae:6054.45703 [711] validation_0-mae:4914.28125 validation_1-mae:6054.85938 [712] validation_0-mae:4913.84277 validation_1-mae:6054.38037 [713] validation_0-mae:4912.64697 validation_1-mae:6053.98389 [714] validation_0-mae:4910.60059 validation_1-mae:6053.12842 [715] validation_0-mae:4908.76953 validation_1-mae:6052.82324 [716] validation_0-mae:4906.78174 validation_1-mae:6052.38721 [717] validation_0-mae:4904.79883 validation_1-mae:6052.14209 [718] validation_0-mae:4903.83545 validation_1-mae:6051.61768 [719] validation_0-mae:4902.63281 validation_1-mae:6051.30225 [720] validation_0-mae:4900.89062 validation_1-mae:6051.39307 [721] validation_0-mae:4899.82520 validation_1-mae:6051.34277 [722] validation_0-mae:4899.41699 validation_1-mae:6051.47022 [723] validation_0-mae:4898.47217 validation_1-mae:6051.06592 [724] validation_0-mae:4896.65967 validation_1-mae:6050.08984 [725] validation_0-mae:4895.57227 validation_1-mae:6049.68945 [726] validation_0-mae:4894.37793 validation_1-mae:6049.88037 [727] validation_0-mae:4891.97656 validation_1-mae:6049.77197 [728] validation_0-mae:4891.19385 validation_1-mae:6049.89062 [729] validation_0-mae:4889.22900 validation_1-mae:6048.92334 [730] validation_0-mae:4887.67139 validation_1-mae:6048.82861 [731] validation_0-mae:4886.87891 validation_1-mae:6048.76172 [732] validation_0-mae:4885.81445 validation_1-mae:6048.44678 [733] validation_0-mae:4883.69434 validation_1-mae:6048.22607 [734] validation_0-mae:4882.66260 validation_1-mae:6048.05908 [735] validation_0-mae:4881.96826 validation_1-mae:6048.12109 [736] validation_0-mae:4881.68457 validation_1-mae:6047.87891 [737] validation_0-mae:4880.52588 validation_1-mae:6047.73486 [738] validation_0-mae:4879.13818 validation_1-mae:6047.82666 [739] validation_0-mae:4877.87061 validation_1-mae:6047.68066 [740] validation_0-mae:4876.48779 validation_1-mae:6046.92627 [741] validation_0-mae:4875.15478 validation_1-mae:6046.79883 [742] validation_0-mae:4873.17480 validation_1-mae:6045.63574 [743] validation_0-mae:4872.04492 validation_1-mae:6045.84668 [744] validation_0-mae:4870.89111 validation_1-mae:6045.56445 [745] validation_0-mae:4870.33105 validation_1-mae:6045.57812 [746] validation_0-mae:4868.23145 validation_1-mae:6044.91016 [747] validation_0-mae:4867.12647 validation_1-mae:6044.88086 [748] validation_0-mae:4866.45996 validation_1-mae:6044.74072 [749] validation_0-mae:4866.32178 validation_1-mae:6044.75488 [750] validation_0-mae:4865.20850 validation_1-mae:6044.94238 [751] validation_0-mae:4863.95117 validation_1-mae:6044.23975 [752] validation_0-mae:4862.59717 validation_1-mae:6044.31348 [753] validation_0-mae:4861.55176 validation_1-mae:6044.66162 [754] validation_0-mae:4861.15576 validation_1-mae:6044.98242 [755] validation_0-mae:4860.03857 validation_1-mae:6044.19824 [756] validation_0-mae:4859.21631 validation_1-mae:6044.22070 [757] validation_0-mae:4856.45020 validation_1-mae:6043.20215 [758] validation_0-mae:4853.47510 validation_1-mae:6041.23779 [759] validation_0-mae:4851.51660 validation_1-mae:6041.53809 [760] validation_0-mae:4849.56543 validation_1-mae:6040.38623 [761] validation_0-mae:4847.81689 validation_1-mae:6039.58252 [762] validation_0-mae:4847.32422 validation_1-mae:6039.37988 [763] validation_0-mae:4845.79150 validation_1-mae:6039.44824 [764] validation_0-mae:4844.37256 validation_1-mae:6039.21631 [765] validation_0-mae:4842.32812 validation_1-mae:6037.52197 [766] validation_0-mae:4840.45996 validation_1-mae:6038.41650 [767] validation_0-mae:4837.78125 validation_1-mae:6037.58203 [768] validation_0-mae:4836.25977 validation_1-mae:6037.43018 [769] validation_0-mae:4835.61523 validation_1-mae:6037.83594 [770] validation_0-mae:4832.93603 validation_1-mae:6037.71289 [771] validation_0-mae:4830.94482 validation_1-mae:6038.19824 [772] validation_0-mae:4829.19824 validation_1-mae:6037.81982 [773] validation_0-mae:4826.39404 validation_1-mae:6037.97363 [774] validation_0-mae:4824.11572 validation_1-mae:6038.21289 [775] validation_0-mae:4821.68603 validation_1-mae:6038.31836 [776] validation_0-mae:4819.29639 validation_1-mae:6038.28809 [777] validation_0-mae:4817.84277 validation_1-mae:6037.76416 [778] validation_0-mae:4816.92725 validation_1-mae:6037.81348 [779] validation_0-mae:4815.73438 validation_1-mae:6037.66504 [780] validation_0-mae:4814.57422 validation_1-mae:6038.27344 [781] validation_0-mae:4812.98633 validation_1-mae:6038.37598 [782] validation_0-mae:4811.58691 validation_1-mae:6038.25439 [783] validation_0-mae:4809.98779 validation_1-mae:6037.59473 [784] validation_0-mae:4808.11914 validation_1-mae:6036.51270 [785] validation_0-mae:4805.91748 validation_1-mae:6036.06494 [786] validation_0-mae:4804.04004 validation_1-mae:6035.40430 [787] validation_0-mae:4802.89746 validation_1-mae:6035.03760 [788] validation_0-mae:4801.90478 validation_1-mae:6034.46045 [789] validation_0-mae:4801.16943 validation_1-mae:6035.19824 [790] validation_0-mae:4799.62256 validation_1-mae:6034.36426 [791] validation_0-mae:4798.86523 validation_1-mae:6034.95264 [792] validation_0-mae:4798.12793 validation_1-mae:6035.25049 [793] validation_0-mae:4797.63721 validation_1-mae:6035.22461 [794] validation_0-mae:4795.74707 validation_1-mae:6034.69385 [795] validation_0-mae:4794.33887 validation_1-mae:6034.44141 [796] validation_0-mae:4792.57666 validation_1-mae:6033.30615 [797] validation_0-mae:4792.04297 validation_1-mae:6033.59619 [798] validation_0-mae:4790.45020 validation_1-mae:6033.29980 [799] validation_0-mae:4788.71728 validation_1-mae:6033.31836 [800] validation_0-mae:4787.07812 validation_1-mae:6032.84619 [801] validation_0-mae:4785.00586 validation_1-mae:6032.57129 [802] validation_0-mae:4784.26758 validation_1-mae:6032.48633 [803] validation_0-mae:4782.04150 validation_1-mae:6032.51074 [804] validation_0-mae:4780.93262 validation_1-mae:6032.42383 [805] validation_0-mae:4780.33252 validation_1-mae:6032.45264 [806] validation_0-mae:4778.62549 validation_1-mae:6031.44922 [807] validation_0-mae:4777.39014 validation_1-mae:6030.98047 [808] validation_0-mae:4776.16846 validation_1-mae:6030.43115 [809] validation_0-mae:4775.13086 validation_1-mae:6030.30908 [810] validation_0-mae:4773.94238 validation_1-mae:6030.14648 [811] validation_0-mae:4772.73242 validation_1-mae:6030.55566 [812] validation_0-mae:4772.00977 validation_1-mae:6030.99170 [813] validation_0-mae:4770.01807 validation_1-mae:6029.45264 [814] validation_0-mae:4769.03125 validation_1-mae:6029.13770 [815] validation_0-mae:4768.23145 validation_1-mae:6028.97852 [816] validation_0-mae:4767.97217 validation_1-mae:6029.25244 [817] validation_0-mae:4765.84961 validation_1-mae:6028.64697 [818] validation_0-mae:4762.90527 validation_1-mae:6028.30371 [819] validation_0-mae:4760.58447 validation_1-mae:6027.78076 [820] validation_0-mae:4759.49023 validation_1-mae:6027.49902 [821] validation_0-mae:4758.44727 validation_1-mae:6027.43506 [822] validation_0-mae:4756.86963 validation_1-mae:6026.87549 [823] validation_0-mae:4755.88574 validation_1-mae:6026.48730 [824] validation_0-mae:4754.95117 validation_1-mae:6026.59766 [825] validation_0-mae:4753.70850 validation_1-mae:6026.07617 [826] validation_0-mae:4753.46973 validation_1-mae:6026.07471 [827] validation_0-mae:4753.21484 validation_1-mae:6026.06055 [828] validation_0-mae:4752.98486 validation_1-mae:6026.09180 [829] validation_0-mae:4751.45312 validation_1-mae:6025.82764 [830] validation_0-mae:4750.97022 validation_1-mae:6025.64111 [831] validation_0-mae:4749.22461 validation_1-mae:6025.72363 [832] validation_0-mae:4748.21924 validation_1-mae:6025.97266 [833] validation_0-mae:4747.37988 validation_1-mae:6025.71338 [834] validation_0-mae:4746.57324 validation_1-mae:6025.54199 [835] validation_0-mae:4744.65918 validation_1-mae:6025.23340 [836] validation_0-mae:4743.71191 validation_1-mae:6025.89355 [837] validation_0-mae:4741.52344 validation_1-mae:6024.56641 [838] validation_0-mae:4739.54150 validation_1-mae:6023.72314 [839] validation_0-mae:4736.55420 validation_1-mae:6022.04736 [840] validation_0-mae:4735.13525 validation_1-mae:6021.52539 [841] validation_0-mae:4734.06201 validation_1-mae:6021.50635 [842] validation_0-mae:4733.15674 validation_1-mae:6021.29297 [843] validation_0-mae:4731.73389 validation_1-mae:6020.84619 [844] validation_0-mae:4730.84717 validation_1-mae:6020.67383 [845] validation_0-mae:4729.55322 validation_1-mae:6020.69336 [846] validation_0-mae:4728.45312 validation_1-mae:6020.49805 [847] validation_0-mae:4727.08594 validation_1-mae:6020.95361 [848] validation_0-mae:4725.95996 validation_1-mae:6020.70459 [849] validation_0-mae:4724.86621 validation_1-mae:6020.44043 [850] validation_0-mae:4724.25098 validation_1-mae:6020.52881 [851] validation_0-mae:4723.91211 validation_1-mae:6020.40234 [852] validation_0-mae:4722.93408 validation_1-mae:6020.34863 [853] validation_0-mae:4721.62793 validation_1-mae:6020.06885 [854] validation_0-mae:4719.57861 validation_1-mae:6019.45557 [855] validation_0-mae:4717.22119 validation_1-mae:6018.47607 [856] validation_0-mae:4716.11768 validation_1-mae:6018.82715 [857] validation_0-mae:4713.96728 validation_1-mae:6017.87842 [858] validation_0-mae:4712.74414 validation_1-mae:6017.59180 [859] validation_0-mae:4712.12256 validation_1-mae:6017.41992 [860] validation_0-mae:4710.20264 validation_1-mae:6017.39062 [861] validation_0-mae:4708.52734 validation_1-mae:6018.14746 [862] validation_0-mae:4707.37012 validation_1-mae:6018.39160 [863] validation_0-mae:4705.71533 validation_1-mae:6017.90186 [864] validation_0-mae:4704.49658 validation_1-mae:6017.92090 [865] validation_0-mae:4703.04492 validation_1-mae:6017.64600 [866] validation_0-mae:4701.53076 validation_1-mae:6016.75977 [867] validation_0-mae:4700.36865 validation_1-mae:6016.70557 [868] validation_0-mae:4699.18262 validation_1-mae:6016.09863 [869] validation_0-mae:4697.78809 validation_1-mae:6016.04004 [870] validation_0-mae:4697.10645 validation_1-mae:6015.96387 [871] validation_0-mae:4695.41650 validation_1-mae:6015.20215 [872] validation_0-mae:4694.84961 validation_1-mae:6015.30078 [873] validation_0-mae:4693.66113 validation_1-mae:6014.57178 [874] validation_0-mae:4692.44336 validation_1-mae:6014.31543 [875] validation_0-mae:4689.75586 validation_1-mae:6014.22559 [876] validation_0-mae:4688.74805 validation_1-mae:6014.00195 [877] validation_0-mae:4687.88281 validation_1-mae:6013.60205 [878] validation_0-mae:4686.84033 validation_1-mae:6013.65332 [879] validation_0-mae:4685.51855 validation_1-mae:6013.90039 [880] validation_0-mae:4684.89160 validation_1-mae:6013.80811 [881] validation_0-mae:4683.87988 validation_1-mae:6013.06543 [882] validation_0-mae:4683.05420 validation_1-mae:6013.93018 [883] validation_0-mae:4681.95996 validation_1-mae:6013.75928 [884] validation_0-mae:4681.15137 validation_1-mae:6013.62109 [885] validation_0-mae:4679.54297 validation_1-mae:6014.39844 [886] validation_0-mae:4678.32129 validation_1-mae:6014.35986 [887] validation_0-mae:4677.42090 validation_1-mae:6014.11230 [888] validation_0-mae:4675.63916 validation_1-mae:6014.31885 [889] validation_0-mae:4674.17920 validation_1-mae:6014.16895 [890] validation_0-mae:4673.26416 validation_1-mae:6014.43066 [891] validation_0-mae:4672.92480 validation_1-mae:6014.47363 [892] validation_0-mae:4672.62158 validation_1-mae:6014.61279 [893] validation_0-mae:4671.08887 validation_1-mae:6014.45068 [894] validation_0-mae:4669.02100 validation_1-mae:6014.04297 [895] validation_0-mae:4668.25537 validation_1-mae:6013.80762 [896] validation_0-mae:4666.24707 validation_1-mae:6012.78857 [897] validation_0-mae:4664.50342 validation_1-mae:6012.70459 [898] validation_0-mae:4663.96533 validation_1-mae:6012.21045 [899] validation_0-mae:4663.10010 validation_1-mae:6012.35938 [900] validation_0-mae:4662.21777 validation_1-mae:6012.19531 [901] validation_0-mae:4660.54932 validation_1-mae:6013.49853 [902] validation_0-mae:4660.00098 validation_1-mae:6013.04492 [903] validation_0-mae:4659.28125 validation_1-mae:6013.50830 [904] validation_0-mae:4658.41016 validation_1-mae:6013.32031 [905] validation_0-mae:4657.54736 validation_1-mae:6013.27051 [906] validation_0-mae:4656.72314 validation_1-mae:6013.48096 [907] validation_0-mae:4654.64893 validation_1-mae:6013.41455 [908] validation_0-mae:4653.11621 validation_1-mae:6013.09863 [909] validation_0-mae:4652.11865 validation_1-mae:6013.19873 [910] validation_0-mae:4650.14160 validation_1-mae:6012.44238 [911] validation_0-mae:4649.31103 validation_1-mae:6012.28955 [912] validation_0-mae:4648.15430 validation_1-mae:6011.62744 [913] validation_0-mae:4647.16406 validation_1-mae:6011.62256 [914] validation_0-mae:4646.55469 validation_1-mae:6011.49902 [915] validation_0-mae:4645.25830 validation_1-mae:6010.80908 [916] validation_0-mae:4643.95264 validation_1-mae:6010.46143 [917] validation_0-mae:4643.30713 validation_1-mae:6010.99268 [918] validation_0-mae:4642.49170 validation_1-mae:6010.99658 [919] validation_0-mae:4641.35254 validation_1-mae:6010.90430 [920] validation_0-mae:4640.93311 validation_1-mae:6010.65576 [921] validation_0-mae:4640.69287 validation_1-mae:6010.43506 [922] validation_0-mae:4640.58691 validation_1-mae:6010.39844 [923] validation_0-mae:4639.20020 validation_1-mae:6009.84619 [924] validation_0-mae:4638.07617 validation_1-mae:6010.00684 [925] validation_0-mae:4637.10205 validation_1-mae:6009.73047 [926] validation_0-mae:4636.20020 validation_1-mae:6009.63135 [927] validation_0-mae:4635.49609 validation_1-mae:6009.33105 [928] validation_0-mae:4634.80859 validation_1-mae:6009.19434 [929] validation_0-mae:4633.39502 validation_1-mae:6009.24170 [930] validation_0-mae:4633.03857 validation_1-mae:6008.92871 [931] validation_0-mae:4632.68799 validation_1-mae:6009.02295 [932] validation_0-mae:4631.82422 validation_1-mae:6008.46143 [933] validation_0-mae:4631.35254 validation_1-mae:6008.29102 [934] validation_0-mae:4630.97705 validation_1-mae:6008.47217 [935] validation_0-mae:4630.09228 validation_1-mae:6008.68359 [936] validation_0-mae:4628.25781 validation_1-mae:6008.45166 [937] validation_0-mae:4627.50586 validation_1-mae:6008.27686 [938] validation_0-mae:4625.47217 validation_1-mae:6008.40918 [939] validation_0-mae:4624.99023 validation_1-mae:6008.72412 [940] validation_0-mae:4624.19385 validation_1-mae:6008.10596 [941] validation_0-mae:4623.12988 validation_1-mae:6008.27002 [942] validation_0-mae:4622.70557 validation_1-mae:6008.65088 [943] validation_0-mae:4621.56055 validation_1-mae:6008.52490 [944] validation_0-mae:4620.75244 validation_1-mae:6008.42383 [945] validation_0-mae:4619.09424 validation_1-mae:6008.10742 [946] validation_0-mae:4617.43506 validation_1-mae:6007.33398 [947] validation_0-mae:4616.57617 validation_1-mae:6007.44727 [948] validation_0-mae:4615.69238 validation_1-mae:6006.76514 [949] validation_0-mae:4614.36816 validation_1-mae:6005.75977 [950] validation_0-mae:4612.58252 validation_1-mae:6005.13574 [951] validation_0-mae:4611.33496 validation_1-mae:6005.01660 [952] validation_0-mae:4609.94580 validation_1-mae:6004.22559 [953] validation_0-mae:4607.64551 validation_1-mae:6002.95361 [954] validation_0-mae:4605.55811 validation_1-mae:6003.23730 [955] validation_0-mae:4604.26758 validation_1-mae:6003.07520 [956] validation_0-mae:4602.81787 validation_1-mae:6002.93701 [957] validation_0-mae:4601.70020 validation_1-mae:6003.58350 [958] validation_0-mae:4599.54688 validation_1-mae:6003.39014 [959] validation_0-mae:4598.08008 validation_1-mae:6003.16602 [960] validation_0-mae:4596.81982 validation_1-mae:6003.61426 [961] validation_0-mae:4595.76123 validation_1-mae:6003.23584 [962] validation_0-mae:4594.68555 validation_1-mae:6003.14795 [963] validation_0-mae:4593.67432 validation_1-mae:6003.44238 [964] validation_0-mae:4592.79053 validation_1-mae:6003.25879 [965] validation_0-mae:4591.35742 validation_1-mae:6002.29883 [966] validation_0-mae:4590.51611 validation_1-mae:6002.48877 [967] validation_0-mae:4589.30518 validation_1-mae:6002.78809 [968] validation_0-mae:4587.71631 validation_1-mae:6002.36865 [969] validation_0-mae:4586.93115 validation_1-mae:6001.92969 [970] validation_0-mae:4585.52539 validation_1-mae:6002.42334 [971] validation_0-mae:4584.67188 validation_1-mae:6002.33789 [972] validation_0-mae:4584.16943 validation_1-mae:6002.20068 [973] validation_0-mae:4582.71387 validation_1-mae:6001.93457 [974] validation_0-mae:4581.52783 validation_1-mae:6001.77832 [975] validation_0-mae:4580.50195 validation_1-mae:6001.86377 [976] validation_0-mae:4579.72998 validation_1-mae:6001.59619 [977] validation_0-mae:4578.74609 validation_1-mae:6001.07422 [978] validation_0-mae:4577.69727 validation_1-mae:6000.92773 [979] validation_0-mae:4576.52295 validation_1-mae:6000.81348 [980] validation_0-mae:4575.80713 validation_1-mae:6001.00781 [981] validation_0-mae:4575.13086 validation_1-mae:6001.05322 [982] validation_0-mae:4573.74756 validation_1-mae:6000.10791 [983] validation_0-mae:4572.45215 validation_1-mae:6000.32422 [984] validation_0-mae:4570.64844 validation_1-mae:6000.74707 [985] validation_0-mae:4569.64355 validation_1-mae:6000.49805 [986] validation_0-mae:4569.02002 validation_1-mae:6000.49365 [987] validation_0-mae:4567.24023 validation_1-mae:6000.35156 [988] validation_0-mae:4566.93603 validation_1-mae:6000.56738 [989] validation_0-mae:4566.69385 validation_1-mae:6000.67529 [990] validation_0-mae:4566.59180 validation_1-mae:6000.72217 [991] validation_0-mae:4564.68506 validation_1-mae:6000.47559 [992] validation_0-mae:4563.91406 validation_1-mae:6001.00000 [993] validation_0-mae:4563.78174 validation_1-mae:6000.99463 [994] validation_0-mae:4563.53174 validation_1-mae:6001.10205 [995] validation_0-mae:4562.65723 validation_1-mae:6000.64941 [996] validation_0-mae:4561.41553 validation_1-mae:6000.11230 [997] validation_0-mae:4560.42773 validation_1-mae:6000.00098 [998] validation_0-mae:4559.86621 validation_1-mae:6000.17334 [999] validation_0-mae:4559.22510 validation_1-mae:6000.17139 [1000] validation_0-mae:4558.65674 validation_1-mae:6000.33398 [1001] validation_0-mae:4558.41748 validation_1-mae:6000.33252 [1002] validation_0-mae:4558.06152 validation_1-mae:6000.35742 [1003] validation_0-mae:4556.44189 validation_1-mae:6000.40625 [1004] validation_0-mae:4555.68262 validation_1-mae:6000.45020 [1005] validation_0-mae:4554.71924 validation_1-mae:6000.45020 [1006] validation_0-mae:4553.72705 validation_1-mae:6000.32910 [1007] validation_0-mae:4553.69336 validation_1-mae:6000.40137 [1008] validation_0-mae:4552.66797 validation_1-mae:6000.37451 [1009] validation_0-mae:4550.99121 validation_1-mae:6001.11133 [1010] validation_0-mae:4550.07129 validation_1-mae:6000.93213 [1011] validation_0-mae:4549.51514 validation_1-mae:6001.01904 [1012] validation_0-mae:4547.80225 validation_1-mae:6000.77734 [1013] validation_0-mae:4546.25830 validation_1-mae:6001.34082 [1014] validation_0-mae:4545.15772 validation_1-mae:6001.05566 [1015] validation_0-mae:4543.37744 validation_1-mae:6001.84473 [1016] validation_0-mae:4542.90137 validation_1-mae:6002.07910 [1017] validation_0-mae:4542.79053 validation_1-mae:6002.10498 [1018] validation_0-mae:4542.60400 validation_1-mae:6002.23047 [1019] validation_0-mae:4541.66943 validation_1-mae:6002.26074 [1020] validation_0-mae:4541.22070 validation_1-mae:6002.27490 [1021] validation_0-mae:4539.44287 validation_1-mae:6001.70703 [1022] validation_0-mae:4539.01758 validation_1-mae:6001.87012 [1023] validation_0-mae:4537.53516 validation_1-mae:6001.24805 [1024] validation_0-mae:4536.68652 validation_1-mae:6001.32910 [1025] validation_0-mae:4534.97656 validation_1-mae:6001.26904 [1026] validation_0-mae:4533.10205 validation_1-mae:6001.90869 [1027] validation_0-mae:4531.66406 validation_1-mae:6002.18652 [1028] validation_0-mae:4530.84131 validation_1-mae:6002.04492 [1029] validation_0-mae:4529.25879 validation_1-mae:6002.38916 [1030] validation_0-mae:4527.97070 validation_1-mae:6002.28272 [1031] validation_0-mae:4527.02539 validation_1-mae:6002.13379 [1032] validation_0-mae:4525.92480 validation_1-mae:6001.92627 [1033] validation_0-mae:4524.35059 validation_1-mae:6001.40723 [1034] validation_0-mae:4523.24170 validation_1-mae:6001.58105 [1035] validation_0-mae:4521.76514 validation_1-mae:6002.52002 [1036] validation_0-mae:4519.64404 validation_1-mae:6002.76709 [1037] validation_0-mae:4517.49170 validation_1-mae:6003.21094 [1038] validation_0-mae:4516.78467 validation_1-mae:6003.36035 [1039] validation_0-mae:4515.57031 validation_1-mae:6002.75928 [1040] validation_0-mae:4515.09131 validation_1-mae:6002.93457 [1041] validation_0-mae:4514.10352 validation_1-mae:6002.73438 [1042] validation_0-mae:4513.06885 validation_1-mae:6003.30664 [1043] validation_0-mae:4512.25000 validation_1-mae:6003.37500 [1044] validation_0-mae:4511.24561 validation_1-mae:6002.78125 [1045] validation_0-mae:4509.07764 validation_1-mae:6002.33154 [1046] validation_0-mae:4507.71191 validation_1-mae:6001.69873 [1047] validation_0-mae:4506.43848 validation_1-mae:6001.57178 [1048] validation_0-mae:4505.20605 validation_1-mae:6001.68799 [1049] validation_0-mae:4503.24902 validation_1-mae:6000.56494 [1050] validation_0-mae:4501.62647 validation_1-mae:6000.82031 [1051] validation_0-mae:4500.32227 validation_1-mae:6001.33643 [1052] validation_0-mae:4499.01025 validation_1-mae:6000.79590 [1053] validation_0-mae:4497.14941 validation_1-mae:6000.64111 [1054] validation_0-mae:4496.08936 validation_1-mae:6000.51904 [1055] validation_0-mae:4495.20605 validation_1-mae:6000.49561 [1056] validation_0-mae:4494.26172 validation_1-mae:6000.22314 [1057] validation_0-mae:4492.72363 validation_1-mae:5999.95850 [1058] validation_0-mae:4492.32715 validation_1-mae:5999.98633 [1059] validation_0-mae:4491.51709 validation_1-mae:5999.21533 [1060] validation_0-mae:4491.08496 validation_1-mae:5999.10986 [1061] validation_0-mae:4490.50195 validation_1-mae:5999.10986 [1062] validation_0-mae:4488.46924 validation_1-mae:5998.21191 [1063] validation_0-mae:4487.30566 validation_1-mae:5997.96289 [1064] validation_0-mae:4485.96240 validation_1-mae:5997.78027 [1065] validation_0-mae:4485.44238 validation_1-mae:5997.85107 [1066] validation_0-mae:4484.10596 validation_1-mae:5997.30762 [1067] validation_0-mae:4483.43848 validation_1-mae:5997.57129 [1068] validation_0-mae:4483.08008 validation_1-mae:5998.07178 [1069] validation_0-mae:4482.43603 validation_1-mae:5997.85840 [1070] validation_0-mae:4481.75244 validation_1-mae:5997.95312 [1071] validation_0-mae:4480.45215 validation_1-mae:5997.74756 [1072] validation_0-mae:4478.85547 validation_1-mae:5997.67188 [1073] validation_0-mae:4477.71143 validation_1-mae:5997.31397 [1074] validation_0-mae:4476.02637 validation_1-mae:5997.39893 [1075] validation_0-mae:4475.26367 validation_1-mae:5997.25391 [1076] validation_0-mae:4474.30371 validation_1-mae:5997.23926 [1077] validation_0-mae:4473.49707 validation_1-mae:5997.31787 [1078] validation_0-mae:4472.78613 validation_1-mae:5997.57666 [1079] validation_0-mae:4471.54590 validation_1-mae:5997.40137 [1080] validation_0-mae:4470.61768 validation_1-mae:5996.94678 [1081] validation_0-mae:4469.79199 validation_1-mae:5996.52002 [1082] validation_0-mae:4469.16602 validation_1-mae:5996.52344 [1083] validation_0-mae:4468.70020 validation_1-mae:5996.85449 [1084] validation_0-mae:4467.30322 validation_1-mae:5996.62109 [1085] validation_0-mae:4465.57178 validation_1-mae:5996.37842 [1086] validation_0-mae:4464.83398 validation_1-mae:5996.51318 [1087] validation_0-mae:4463.90186 validation_1-mae:5996.59766 [1088] validation_0-mae:4463.30371 validation_1-mae:5996.68066 [1089] validation_0-mae:4462.15625 validation_1-mae:5996.07812 [1090] validation_0-mae:4461.37402 validation_1-mae:5995.64600 [1091] validation_0-mae:4460.59326 validation_1-mae:5995.71973 [1092] validation_0-mae:4459.82031 validation_1-mae:5995.38184 [1093] validation_0-mae:4459.63135 validation_1-mae:5995.42773 [1094] validation_0-mae:4458.22266 validation_1-mae:5994.90576 [1095] validation_0-mae:4456.16650 validation_1-mae:5994.73584 [1096] validation_0-mae:4455.18994 validation_1-mae:5994.60254 [1097] validation_0-mae:4454.10010 validation_1-mae:5994.44043 [1098] validation_0-mae:4453.45459 validation_1-mae:5994.41553 [1099] validation_0-mae:4452.31494 validation_1-mae:5994.62549 [1100] validation_0-mae:4450.90527 validation_1-mae:5993.98291 [1101] validation_0-mae:4450.22412 validation_1-mae:5993.83203 [1102] validation_0-mae:4449.39453 validation_1-mae:5994.15918 [1103] validation_0-mae:4448.11768 validation_1-mae:5994.49756 [1104] validation_0-mae:4447.41650 validation_1-mae:5994.65186 [1105] validation_0-mae:4446.37207 validation_1-mae:5994.36133 [1106] validation_0-mae:4445.66309 validation_1-mae:5994.22900 [1107] validation_0-mae:4444.94434 validation_1-mae:5994.14355 [1108] validation_0-mae:4443.85547 validation_1-mae:5994.54248 [1109] validation_0-mae:4443.02051 validation_1-mae:5994.10059 [1110] validation_0-mae:4441.39307 validation_1-mae:5994.96338 [1111] validation_0-mae:4440.49219 validation_1-mae:5995.00781 [1112] validation_0-mae:4439.98535 validation_1-mae:5994.64648 [1113] validation_0-mae:4438.73682 validation_1-mae:5993.69824 [1114] validation_0-mae:4437.92285 validation_1-mae:5993.24121 [1115] validation_0-mae:4437.11084 validation_1-mae:5993.62402 [1116] validation_0-mae:4435.73779 validation_1-mae:5994.14014 [1117] validation_0-mae:4433.51074 validation_1-mae:5993.32666 [1118] validation_0-mae:4432.69434 validation_1-mae:5993.82422 [1119] validation_0-mae:4431.59570 validation_1-mae:5993.97900 [1120] validation_0-mae:4430.27197 validation_1-mae:5994.27978 [1121] validation_0-mae:4428.84131 validation_1-mae:5994.63818 [1122] validation_0-mae:4427.56250 validation_1-mae:5994.44385 [1123] validation_0-mae:4426.62647 validation_1-mae:5994.27686 [1124] validation_0-mae:4425.56543 validation_1-mae:5994.58447 [1125] validation_0-mae:4423.10596 validation_1-mae:5993.09277 [1126] validation_0-mae:4422.15039 validation_1-mae:5993.05615 [1127] validation_0-mae:4420.51270 validation_1-mae:5992.77539 [1128] validation_0-mae:4419.11328 validation_1-mae:5993.45703 [1129] validation_0-mae:4417.35303 validation_1-mae:5993.25147 [1130] validation_0-mae:4415.74463 validation_1-mae:5992.81152 [1131] validation_0-mae:4414.46191 validation_1-mae:5992.57568 [1132] validation_0-mae:4413.31836 validation_1-mae:5993.71094 [1133] validation_0-mae:4412.39258 validation_1-mae:5993.80615 [1134] validation_0-mae:4410.72900 validation_1-mae:5993.76465 [1135] validation_0-mae:4409.71924 validation_1-mae:5993.23584 [1136] validation_0-mae:4408.51074 validation_1-mae:5993.85010 [1137] validation_0-mae:4408.05176 validation_1-mae:5993.78320 [1138] validation_0-mae:4406.58936 validation_1-mae:5993.55908 [1139] validation_0-mae:4405.85449 validation_1-mae:5993.65283 [1140] validation_0-mae:4405.01758 validation_1-mae:5994.07861 [1141] validation_0-mae:4404.29883 validation_1-mae:5993.65186 [1142] validation_0-mae:4403.56397 validation_1-mae:5994.18799 [1143] validation_0-mae:4402.95508 validation_1-mae:5994.12012 [1144] validation_0-mae:4400.97900 validation_1-mae:5993.61035 [1145] validation_0-mae:4399.46289 validation_1-mae:5993.13818 [1146] validation_0-mae:4396.90869 validation_1-mae:5993.08887 [1147] validation_0-mae:4395.61621 validation_1-mae:5993.02490 [1148] validation_0-mae:4394.69971 validation_1-mae:5992.90723 [1149] validation_0-mae:4393.57178 validation_1-mae:5993.05127 [1150] validation_0-mae:4393.14355 validation_1-mae:5992.79980 [1151] validation_0-mae:4392.71484 validation_1-mae:5992.81738 [1152] validation_0-mae:4391.60254 validation_1-mae:5992.45020 [1153] validation_0-mae:4390.36670 validation_1-mae:5992.20361 [1154] validation_0-mae:4389.61084 validation_1-mae:5991.84082 [1155] validation_0-mae:4389.36475 validation_1-mae:5992.13770 [1156] validation_0-mae:4387.94238 validation_1-mae:5992.67480 [1157] validation_0-mae:4386.97900 validation_1-mae:5992.26953 [1158] validation_0-mae:4385.86475 validation_1-mae:5991.68164 [1159] validation_0-mae:4385.18164 validation_1-mae:5991.90869 [1160] validation_0-mae:4384.47852 validation_1-mae:5991.62793 [1161] validation_0-mae:4383.75195 validation_1-mae:5992.06934 [1162] validation_0-mae:4383.29102 validation_1-mae:5992.26025 [1163] validation_0-mae:4382.35986 validation_1-mae:5992.04297 [1164] validation_0-mae:4381.63428 validation_1-mae:5992.01367 [1165] validation_0-mae:4380.30713 validation_1-mae:5992.28320 [1166] validation_0-mae:4378.48340 validation_1-mae:5992.15332 [1167] validation_0-mae:4377.75000 validation_1-mae:5992.27051 [1168] validation_0-mae:4376.09814 validation_1-mae:5991.67529 [1169] validation_0-mae:4374.87012 validation_1-mae:5992.72266 [1170] validation_0-mae:4373.93945 validation_1-mae:5992.57568 [1171] validation_0-mae:4372.39893 validation_1-mae:5992.68897 [1172] validation_0-mae:4371.33594 validation_1-mae:5993.25879 [1173] validation_0-mae:4370.18408 validation_1-mae:5992.72949 [1174] validation_0-mae:4368.88037 validation_1-mae:5992.36035 [1175] validation_0-mae:4367.50977 validation_1-mae:5992.36377 [1176] validation_0-mae:4366.41357 validation_1-mae:5992.00684 [1177] validation_0-mae:4364.58105 validation_1-mae:5992.31885 [1178] validation_0-mae:4363.51807 validation_1-mae:5992.53809 [1179] validation_0-mae:4362.21240 validation_1-mae:5993.05078 [1180] validation_0-mae:4361.37305 validation_1-mae:5992.44873 [1181] validation_0-mae:4360.76562 validation_1-mae:5992.31738 [1182] validation_0-mae:4360.25586 validation_1-mae:5991.69385 [1183] validation_0-mae:4359.57324 validation_1-mae:5991.51611 [1184] validation_0-mae:4358.36182 validation_1-mae:5991.70654 [1185] validation_0-mae:4357.44531 validation_1-mae:5991.34814 [1186] validation_0-mae:4356.52832 validation_1-mae:5991.37305 [1187] validation_0-mae:4354.82324 validation_1-mae:5991.40674 [1188] validation_0-mae:4353.96387 validation_1-mae:5991.55420 [1189] validation_0-mae:4352.44971 validation_1-mae:5991.86914 [1190] validation_0-mae:4351.55127 validation_1-mae:5991.63574 [1191] validation_0-mae:4351.08105 validation_1-mae:5991.61963 [1192] validation_0-mae:4350.34619 validation_1-mae:5991.82324 [1193] validation_0-mae:4349.45166 validation_1-mae:5991.68848 [1194] validation_0-mae:4348.06689 validation_1-mae:5990.87695 [1195] validation_0-mae:4347.55127 validation_1-mae:5991.13330 [1196] validation_0-mae:4346.42383 validation_1-mae:5990.71924 [1197] validation_0-mae:4345.49561 validation_1-mae:5990.60010 [1198] validation_0-mae:4344.39893 validation_1-mae:5990.53516 [1199] validation_0-mae:4343.10693 validation_1-mae:5990.83740 [1200] validation_0-mae:4342.09619 validation_1-mae:5991.30225 [1201] validation_0-mae:4341.49316 validation_1-mae:5991.37744 [1202] validation_0-mae:4340.62695 validation_1-mae:5990.82666 [1203] validation_0-mae:4339.00342 validation_1-mae:5991.59570 [1204] validation_0-mae:4338.16260 validation_1-mae:5991.31397 [1205] validation_0-mae:4337.23486 validation_1-mae:5990.97266 [1206] validation_0-mae:4336.53125 validation_1-mae:5990.87256 [1207] validation_0-mae:4335.60791 validation_1-mae:5991.19336 [1208] validation_0-mae:4334.82275 validation_1-mae:5991.02637 [1209] validation_0-mae:4333.79199 validation_1-mae:5990.83154 [1210] validation_0-mae:4332.72852 validation_1-mae:5990.95020 [1211] validation_0-mae:4332.54102 validation_1-mae:5991.04199 [1212] validation_0-mae:4332.24658 validation_1-mae:5991.00586 [1213] validation_0-mae:4331.82959 validation_1-mae:5991.17578 [1214] validation_0-mae:4330.66162 validation_1-mae:5990.77100 [1215] validation_0-mae:4330.08936 validation_1-mae:5990.80176 [1216] validation_0-mae:4329.61670 validation_1-mae:5990.92871 [1217] validation_0-mae:4329.02832 validation_1-mae:5991.19238 [1218] validation_0-mae:4328.06152 validation_1-mae:5991.65772 [1219] validation_0-mae:4327.40625 validation_1-mae:5991.79932 [1220] validation_0-mae:4326.26465 validation_1-mae:5991.67578 [1221] validation_0-mae:4325.30664 validation_1-mae:5991.84570 [1222] validation_0-mae:4324.04150 validation_1-mae:5991.57617 [1223] validation_0-mae:4323.86377 validation_1-mae:5991.58447 [1224] validation_0-mae:4323.01611 validation_1-mae:5991.60596 [1225] validation_0-mae:4322.24463 validation_1-mae:5991.43506 [1226] validation_0-mae:4320.55420 validation_1-mae:5990.57520 [1227] validation_0-mae:4320.02832 validation_1-mae:5990.73242 [1228] validation_0-mae:4319.56103 validation_1-mae:5990.95654 [1229] validation_0-mae:4319.02344 validation_1-mae:5990.73193 [1230] validation_0-mae:4317.90625 validation_1-mae:5990.42480 [1231] validation_0-mae:4317.75098 validation_1-mae:5990.62451 [1232] validation_0-mae:4317.35596 validation_1-mae:5990.77783 [1233] validation_0-mae:4316.48926 validation_1-mae:5991.15772 [1234] validation_0-mae:4315.50244 validation_1-mae:5991.60986 [1235] validation_0-mae:4314.81641 validation_1-mae:5991.61572 [1236] validation_0-mae:4314.40381 validation_1-mae:5991.73975 [1237] validation_0-mae:4313.97461 validation_1-mae:5991.71240 [1238] validation_0-mae:4312.74365 validation_1-mae:5991.03076 [1239] validation_0-mae:4312.19043 validation_1-mae:5990.79346 [1240] validation_0-mae:4311.13428 validation_1-mae:5990.38379 [1241] validation_0-mae:4310.16895 validation_1-mae:5990.27344 [1242] validation_0-mae:4309.90967 validation_1-mae:5990.32373 [1243] validation_0-mae:4309.85498 validation_1-mae:5990.31250 [1244] validation_0-mae:4309.31299 validation_1-mae:5990.58252 [1245] validation_0-mae:4307.97803 validation_1-mae:5990.35938 [1246] validation_0-mae:4306.79492 validation_1-mae:5990.54688 [1247] validation_0-mae:4305.27783 validation_1-mae:5991.10889 [1248] validation_0-mae:4303.35107 validation_1-mae:5991.26709 [1249] validation_0-mae:4302.45020 validation_1-mae:5990.91309 [1250] validation_0-mae:4301.00342 validation_1-mae:5990.82275 [1251] validation_0-mae:4300.27686 validation_1-mae:5991.04736 [1252] validation_0-mae:4299.14941 validation_1-mae:5991.47070 [1253] validation_0-mae:4298.27148 validation_1-mae:5991.79004 [1254] validation_0-mae:4297.47168 validation_1-mae:5991.78564 [1255] validation_0-mae:4296.07324 validation_1-mae:5992.01074 [1256] validation_0-mae:4294.80615 validation_1-mae:5992.42383 [1257] validation_0-mae:4293.51904 validation_1-mae:5992.22266 [1258] validation_0-mae:4292.39697 validation_1-mae:5992.04248 [1259] validation_0-mae:4291.94580 validation_1-mae:5991.85791 [1260] validation_0-mae:4290.83984 validation_1-mae:5992.24902 [1261] validation_0-mae:4290.33398 validation_1-mae:5992.16064 [1262] validation_0-mae:4289.85352 validation_1-mae:5992.37598 [1263] validation_0-mae:4289.62647 validation_1-mae:5992.32324 [1264] validation_0-mae:4289.42676 validation_1-mae:5992.52686 [1265] validation_0-mae:4288.83594 validation_1-mae:5992.57910 [1266] validation_0-mae:4288.66455 validation_1-mae:5992.54395 [1267] validation_0-mae:4287.73828 validation_1-mae:5992.49658 [1268] validation_0-mae:4287.20605 validation_1-mae:5992.51660 [1269] validation_0-mae:4287.08936 validation_1-mae:5992.43994 [1270] validation_0-mae:4286.30322 validation_1-mae:5992.49609 [1271] validation_0-mae:4286.13037 validation_1-mae:5992.51318 [1272] validation_0-mae:4284.97412 validation_1-mae:5992.42773 [1273] validation_0-mae:4283.63916 validation_1-mae:5992.50049 [1274] validation_0-mae:4282.43311 validation_1-mae:5992.50049 [1275] validation_0-mae:4280.69727 validation_1-mae:5992.42236 [1276] validation_0-mae:4279.46533 validation_1-mae:5992.41553 [1277] validation_0-mae:4278.29785 validation_1-mae:5993.03174 [1278] validation_0-mae:4276.78760 validation_1-mae:5992.89160 [1279] validation_0-mae:4275.15576 validation_1-mae:5993.27539 [1280] validation_0-mae:4274.02978 validation_1-mae:5993.74316 [1281] validation_0-mae:4272.67041 validation_1-mae:5993.15820 [1282] validation_0-mae:4271.24023 validation_1-mae:5993.10498 [1283] validation_0-mae:4270.72607 validation_1-mae:5993.04102 [1284] validation_0-mae:4269.91260 validation_1-mae:5992.95215 [1285] validation_0-mae:4269.10938 validation_1-mae:5992.55029 [1286] validation_0-mae:4267.60205 validation_1-mae:5992.50830 [1287] validation_0-mae:4266.38672 validation_1-mae:5992.04688 [1288] validation_0-mae:4265.52197 validation_1-mae:5992.47900 [1289] validation_0-mae:4265.11523 validation_1-mae:5992.43652 [1290] validation_0-mae:4264.30811 validation_1-mae:5992.62061 [1291] validation_0-mae:4263.63965 validation_1-mae:5992.57959 [1292] validation_0-mae:4262.72998 validation_1-mae:5992.18994 [1293] validation_0-mae:4261.99268 validation_1-mae:5992.15234 [1294] validation_0-mae:4261.35254 validation_1-mae:5992.37598 [1295] validation_0-mae:4259.45947 validation_1-mae:5991.78418 [1296] validation_0-mae:4258.04736 validation_1-mae:5991.37842 [1297] validation_0-mae:4256.06348 validation_1-mae:5991.32715 [1298] validation_0-mae:4254.58789 validation_1-mae:5991.83887 [1299] validation_0-mae:4253.72266 validation_1-mae:5991.51025 [1300] validation_0-mae:4252.91016 validation_1-mae:5991.72949 [1301] validation_0-mae:4251.66943 validation_1-mae:5991.69092 [1302] validation_0-mae:4250.80371 validation_1-mae:5991.41943 [1303] validation_0-mae:4249.23535 validation_1-mae:5991.68652 [1304] validation_0-mae:4248.41748 validation_1-mae:5991.52100 [1305] validation_0-mae:4247.31641 validation_1-mae:5992.04932 [1306] validation_0-mae:4246.29736 validation_1-mae:5992.38428 [1307] validation_0-mae:4245.41797 validation_1-mae:5992.27051 [1308] validation_0-mae:4244.79639 validation_1-mae:5992.61865 [1309] validation_0-mae:4243.77734 validation_1-mae:5992.38428 [1310] validation_0-mae:4243.04004 validation_1-mae:5992.46338 [1311] validation_0-mae:4242.05420 validation_1-mae:5992.09277 [1312] validation_0-mae:4241.26904 validation_1-mae:5992.49170 [1313] validation_0-mae:4240.26025 validation_1-mae:5992.58691 [1314] validation_0-mae:4239.44434 validation_1-mae:5992.46680 [1315] validation_0-mae:4238.49609 validation_1-mae:5992.99023 [1316] validation_0-mae:4237.54541 validation_1-mae:5992.64160 [1317] validation_0-mae:4236.47363 validation_1-mae:5992.25928 [1318] validation_0-mae:4235.64746 validation_1-mae:5992.23730 [1319] validation_0-mae:4233.95898 validation_1-mae:5991.64209 [1320] validation_0-mae:4233.18213 validation_1-mae:5991.51416 [1321] validation_0-mae:4232.74170 validation_1-mae:5991.68897 [1322] validation_0-mae:4232.01758 validation_1-mae:5991.34033 [1323] validation_0-mae:4230.97070 validation_1-mae:5991.40723 [1324] validation_0-mae:4229.83740 validation_1-mae:5991.47705 [1325] validation_0-mae:4228.63721 validation_1-mae:5991.45166 [1326] validation_0-mae:4227.70801 validation_1-mae:5991.53418 [1327] validation_0-mae:4227.15088 validation_1-mae:5991.52441 [1328] validation_0-mae:4226.65283 validation_1-mae:5991.39160 [1329] validation_0-mae:4225.87207 validation_1-mae:5991.32520 [1330] validation_0-mae:4225.47266 validation_1-mae:5991.36377 [1331] validation_0-mae:4224.98486 validation_1-mae:5991.39404 [1332] validation_0-mae:4224.26221 validation_1-mae:5991.37402 [1333] validation_0-mae:4223.62207 validation_1-mae:5991.61621 [1334] validation_0-mae:4222.60645 validation_1-mae:5991.52441 [1335] validation_0-mae:4220.93750 validation_1-mae:5991.01270 [1336] validation_0-mae:4219.80566 validation_1-mae:5990.97949 [1337] validation_0-mae:4219.05469 validation_1-mae:5991.06348 [1338] validation_0-mae:4218.04443 validation_1-mae:5990.70068 [1339] validation_0-mae:4217.00488 validation_1-mae:5990.67969 [1340] validation_0-mae:4215.83105 validation_1-mae:5990.12793 [1341] validation_0-mae:4214.56982 validation_1-mae:5990.39502 [1342] validation_0-mae:4214.16211 validation_1-mae:5990.31103 [1343] validation_0-mae:4213.66602 validation_1-mae:5990.36230 [1344] validation_0-mae:4211.96484 validation_1-mae:5990.51807 [1345] validation_0-mae:4211.56982 validation_1-mae:5990.52051 [1346] validation_0-mae:4211.06592 validation_1-mae:5990.85352 [1347] validation_0-mae:4210.49414 validation_1-mae:5990.64844 [1348] validation_0-mae:4209.42822 validation_1-mae:5990.92334 [1349] validation_0-mae:4207.48535 validation_1-mae:5990.75977 [1350] validation_0-mae:4206.70459 validation_1-mae:5990.53516 [1351] validation_0-mae:4206.21582 validation_1-mae:5990.51416 [1352] validation_0-mae:4204.88330 validation_1-mae:5990.65625 [1353] validation_0-mae:4203.91797 validation_1-mae:5990.68848 [1354] validation_0-mae:4202.53809 validation_1-mae:5990.55859 [1355] validation_0-mae:4201.65332 validation_1-mae:5990.21728 [1356] validation_0-mae:4199.96973 validation_1-mae:5990.09375 [1357] validation_0-mae:4198.41895 validation_1-mae:5990.26904 [1358] validation_0-mae:4197.66602 validation_1-mae:5990.04053 [1359] validation_0-mae:4196.69971 validation_1-mae:5989.76709 [1360] validation_0-mae:4196.28613 validation_1-mae:5989.76172 [1361] validation_0-mae:4195.18799 validation_1-mae:5989.97022 [1362] validation_0-mae:4194.48730 validation_1-mae:5989.62500 [1363] validation_0-mae:4193.45898 validation_1-mae:5990.16113 [1364] validation_0-mae:4192.86621 validation_1-mae:5990.24756 [1365] validation_0-mae:4191.60938 validation_1-mae:5990.07764 [1366] validation_0-mae:4190.92090 validation_1-mae:5990.97656 [1367] validation_0-mae:4190.35938 validation_1-mae:5991.10107 [1368] validation_0-mae:4189.53955 validation_1-mae:5990.64648 [1369] validation_0-mae:4187.90430 validation_1-mae:5991.13330 [1370] validation_0-mae:4186.70068 validation_1-mae:5990.88867 [1371] validation_0-mae:4185.00928 validation_1-mae:5989.74121 [1372] validation_0-mae:4184.28564 validation_1-mae:5990.01318 [1373] validation_0-mae:4183.33301 validation_1-mae:5989.82227 [1374] validation_0-mae:4182.20654 validation_1-mae:5989.27295 [1375] validation_0-mae:4181.41992 validation_1-mae:5988.96338 [1376] validation_0-mae:4180.45166 validation_1-mae:5988.42920 [1377] validation_0-mae:4179.62158 validation_1-mae:5988.42139 [1378] validation_0-mae:4179.15234 validation_1-mae:5988.45898 [1379] validation_0-mae:4178.72607 validation_1-mae:5988.57275 [1380] validation_0-mae:4178.57715 validation_1-mae:5988.56299 [1381] validation_0-mae:4178.32031 validation_1-mae:5988.52832 [1382] validation_0-mae:4177.01074 validation_1-mae:5988.40772 [1383] validation_0-mae:4176.04248 validation_1-mae:5988.07422 [1384] validation_0-mae:4175.38379 validation_1-mae:5988.25488 [1385] validation_0-mae:4174.58789 validation_1-mae:5987.75439 [1386] validation_0-mae:4173.56543 validation_1-mae:5987.85645 [1387] validation_0-mae:4172.88330 validation_1-mae:5987.81103 [1388] validation_0-mae:4172.25391 validation_1-mae:5987.62012 [1389] validation_0-mae:4171.35986 validation_1-mae:5987.51904 [1390] validation_0-mae:4170.49756 validation_1-mae:5987.55469 [1391] validation_0-mae:4169.98096 validation_1-mae:5987.54639 [1392] validation_0-mae:4168.45947 validation_1-mae:5987.72168 [1393] validation_0-mae:4167.63916 validation_1-mae:5987.53760 [1394] validation_0-mae:4166.99463 validation_1-mae:5987.26855 [1395] validation_0-mae:4165.64453 validation_1-mae:5987.81738 [1396] validation_0-mae:4164.48975 validation_1-mae:5988.11035 [1397] validation_0-mae:4163.57324 validation_1-mae:5987.98486 [1398] validation_0-mae:4161.99072 validation_1-mae:5987.71094 [1399] validation_0-mae:4161.41943 validation_1-mae:5987.65674 [1400] validation_0-mae:4160.49951 validation_1-mae:5987.20703 [1401] validation_0-mae:4160.28320 validation_1-mae:5987.13379 [1402] validation_0-mae:4159.69238 validation_1-mae:5987.17725 [1403] validation_0-mae:4158.79785 validation_1-mae:5986.99902 [1404] validation_0-mae:4158.71875 validation_1-mae:5986.99609 [1405] validation_0-mae:4157.56738 validation_1-mae:5987.01465 [1406] validation_0-mae:4157.10010 validation_1-mae:5987.15332 [1407] validation_0-mae:4156.44336 validation_1-mae:5987.27197 [1408] validation_0-mae:4156.25293 validation_1-mae:5987.42383 [1409] validation_0-mae:4154.85596 validation_1-mae:5987.64258 [1410] validation_0-mae:4154.29736 validation_1-mae:5987.40527 [1411] validation_0-mae:4153.81689 validation_1-mae:5987.77686 [1412] validation_0-mae:4153.37647 validation_1-mae:5987.66064 [1413] validation_0-mae:4152.65332 validation_1-mae:5987.36670 [1414] validation_0-mae:4151.70947 validation_1-mae:5986.65674 [1415] validation_0-mae:4150.36621 validation_1-mae:5986.27686 [1416] validation_0-mae:4148.96240 validation_1-mae:5985.90723 [1417] validation_0-mae:4147.59033 validation_1-mae:5985.80566 [1418] validation_0-mae:4147.06934 validation_1-mae:5985.75293 [1419] validation_0-mae:4146.31885 validation_1-mae:5985.78955 [1420] validation_0-mae:4145.18506 validation_1-mae:5985.54248 [1421] validation_0-mae:4144.82227 validation_1-mae:5985.47607 [1422] validation_0-mae:4144.36133 validation_1-mae:5985.63525 [1423] validation_0-mae:4143.74023 validation_1-mae:5985.75781 [1424] validation_0-mae:4142.17773 validation_1-mae:5986.45850 [1425] validation_0-mae:4141.48340 validation_1-mae:5986.56299 [1426] validation_0-mae:4140.85059 validation_1-mae:5986.80029 [1427] validation_0-mae:4139.64453 validation_1-mae:5987.04834 [1428] validation_0-mae:4138.60791 validation_1-mae:5986.88818 [1429] validation_0-mae:4138.21582 validation_1-mae:5986.97510 [1430] validation_0-mae:4137.56934 validation_1-mae:5986.85938 [1431] validation_0-mae:4137.35059 validation_1-mae:5986.98047 [1432] validation_0-mae:4136.44629 validation_1-mae:5987.06982 [1433] validation_0-mae:4135.84424 validation_1-mae:5986.74658 [1434] validation_0-mae:4135.63574 validation_1-mae:5986.75342 [1435] validation_0-mae:4134.74658 validation_1-mae:5986.68164 [1436] validation_0-mae:4133.87158 validation_1-mae:5987.16211 [1437] validation_0-mae:4133.34961 validation_1-mae:5987.19727 [1438] validation_0-mae:4133.08740 validation_1-mae:5987.31592 [1439] validation_0-mae:4133.06787 validation_1-mae:5987.35400 [1440] validation_0-mae:4132.82031 validation_1-mae:5987.19531 [1441] validation_0-mae:4132.26660 validation_1-mae:5987.16797 [1442] validation_0-mae:4131.51367 validation_1-mae:5987.42090 [1443] validation_0-mae:4130.84180 validation_1-mae:5987.31103 [1444] validation_0-mae:4129.95654 validation_1-mae:5987.52148 [1445] validation_0-mae:4128.67920 validation_1-mae:5987.54492 [1446] validation_0-mae:4127.69678 validation_1-mae:5986.61963 [1447] validation_0-mae:4126.88623 validation_1-mae:5986.74365 [1448] validation_0-mae:4126.47607 validation_1-mae:5986.75537 [1449] validation_0-mae:4125.91309 validation_1-mae:5987.18164 [1450] validation_0-mae:4125.38770 validation_1-mae:5987.18115 [1451] validation_0-mae:4124.90772 validation_1-mae:5987.36279 [1452] validation_0-mae:4123.75293 validation_1-mae:5987.50732 [1453] validation_0-mae:4123.25928 validation_1-mae:5987.53027 [1454] validation_0-mae:4122.51904 validation_1-mae:5987.31787 [1455] validation_0-mae:4121.82275 validation_1-mae:5987.19727 [1456] validation_0-mae:4121.15039 validation_1-mae:5987.09766 [1457] validation_0-mae:4120.46924 validation_1-mae:5986.90283 [1458] validation_0-mae:4119.18701 validation_1-mae:5986.42920 [1459] validation_0-mae:4118.02051 validation_1-mae:5986.79102 [1460] validation_0-mae:4116.56641 validation_1-mae:5985.83545 [1461] validation_0-mae:4115.31445 validation_1-mae:5986.60742 [1462] validation_0-mae:4114.20947 validation_1-mae:5986.95068 [1463] validation_0-mae:4113.03320 validation_1-mae:5987.39355 [1464] validation_0-mae:4112.04688 validation_1-mae:5987.59619 [1465] validation_0-mae:4111.10205 validation_1-mae:5987.43115 [1466] validation_0-mae:4110.16016 validation_1-mae:5986.77344 [1467] validation_0-mae:4109.25781 validation_1-mae:5987.19922 [1468] validation_0-mae:4108.38037 validation_1-mae:5987.58496 [1469] validation_0-mae:4107.41162 validation_1-mae:5987.47412 [1470] validation_0-mae:4106.66162 validation_1-mae:5987.59522 [1471] validation_0-mae:4105.43945 validation_1-mae:5987.51416 [1472] validation_0-mae:4104.07666 validation_1-mae:5987.08252 [1473] validation_0-mae:4103.48584 validation_1-mae:5986.90723 [1474] validation_0-mae:4102.75488 validation_1-mae:5986.88037 [1475] validation_0-mae:4101.82666 validation_1-mae:5986.46436 [1476] validation_0-mae:4101.27393 validation_1-mae:5986.66016 [1477] validation_0-mae:4100.06885 validation_1-mae:5986.25928 [1478] validation_0-mae:4098.51221 validation_1-mae:5985.49902 [1479] validation_0-mae:4097.50293 validation_1-mae:5986.02002 [1480] validation_0-mae:4096.52783 validation_1-mae:5986.15674 [1481] validation_0-mae:4095.16064 validation_1-mae:5985.72998 [1482] validation_0-mae:4094.04907 validation_1-mae:5985.50049 [1483] validation_0-mae:4092.66333 validation_1-mae:5985.44141 [1484] validation_0-mae:4091.39966 validation_1-mae:5985.31445 [1485] validation_0-mae:4089.35449 validation_1-mae:5984.82910 [1486] validation_0-mae:4087.98560 validation_1-mae:5984.35645 [1487] validation_0-mae:4086.88013 validation_1-mae:5984.04199 [1488] validation_0-mae:4086.02563 validation_1-mae:5984.04639 [1489] validation_0-mae:4085.12695 validation_1-mae:5983.96533 [1490] validation_0-mae:4083.84644 validation_1-mae:5983.75684 [1491] validation_0-mae:4083.25903 validation_1-mae:5983.79590 [1492] validation_0-mae:4082.48071 validation_1-mae:5984.09033 [1493] validation_0-mae:4081.66797 validation_1-mae:5984.29785 [1494] validation_0-mae:4080.48438 validation_1-mae:5983.99121 [1495] validation_0-mae:4080.04639 validation_1-mae:5984.06103 [1496] validation_0-mae:4079.42432 validation_1-mae:5984.37158 [1497] validation_0-mae:4078.52539 validation_1-mae:5984.10107 [1498] validation_0-mae:4077.90088 validation_1-mae:5984.23438 [1499] validation_0-mae:4077.39258 validation_1-mae:5984.42188 [1500] validation_0-mae:4077.04346 validation_1-mae:5984.19092 [1501] validation_0-mae:4076.28638 validation_1-mae:5984.01221 [1502] validation_0-mae:4075.32349 validation_1-mae:5983.38623 [1503] validation_0-mae:4074.62891 validation_1-mae:5983.58691 [1504] validation_0-mae:4073.93091 validation_1-mae:5983.34522 [1505] validation_0-mae:4072.86060 validation_1-mae:5983.01562 [1506] validation_0-mae:4072.05957 validation_1-mae:5982.89697 [1507] validation_0-mae:4071.25317 validation_1-mae:5983.11865 [1508] validation_0-mae:4070.45728 validation_1-mae:5983.07910 [1509] validation_0-mae:4069.97656 validation_1-mae:5983.52246 [1510] validation_0-mae:4069.26733 validation_1-mae:5983.81738 [1511] validation_0-mae:4068.75488 validation_1-mae:5984.24707 [1512] validation_0-mae:4068.09937 validation_1-mae:5984.56689 [1513] validation_0-mae:4067.39770 validation_1-mae:5984.16699 [1514] validation_0-mae:4066.59912 validation_1-mae:5984.09522 [1515] validation_0-mae:4066.08740 validation_1-mae:5984.10059 [1516] validation_0-mae:4065.70215 validation_1-mae:5984.19580 [1517] validation_0-mae:4065.07617 validation_1-mae:5984.32031 [1518] validation_0-mae:4064.68652 validation_1-mae:5984.30420 [1519] validation_0-mae:4063.62866 validation_1-mae:5984.09082 [1520] validation_0-mae:4062.24927 validation_1-mae:5983.83594 [1521] validation_0-mae:4060.25073 validation_1-mae:5983.30029 [1522] validation_0-mae:4059.20068 validation_1-mae:5983.43945 [1523] validation_0-mae:4058.23340 validation_1-mae:5983.45215 [1524] validation_0-mae:4057.42700 validation_1-mae:5983.58398 [1525] validation_0-mae:4055.92895 validation_1-mae:5983.58643 [1526] validation_0-mae:4054.75073 validation_1-mae:5983.10107 [1527] validation_0-mae:4053.94360 validation_1-mae:5982.95361 [1528] validation_0-mae:4053.18091 validation_1-mae:5983.37549 [1529] validation_0-mae:4052.49902 validation_1-mae:5983.52051 [1530] validation_0-mae:4051.35864 validation_1-mae:5983.44629 [1531] validation_0-mae:4050.30200 validation_1-mae:5983.29980 [1532] validation_0-mae:4049.21802 validation_1-mae:5983.20898 [1533] validation_0-mae:4047.17139 validation_1-mae:5983.57422 [1534] validation_0-mae:4045.67334 validation_1-mae:5983.93213 [1535] validation_0-mae:4045.00464 validation_1-mae:5983.25781 [1536] validation_0-mae:4044.02222 validation_1-mae:5983.09424 [1537] validation_0-mae:4043.09985 validation_1-mae:5982.88037 [1538] validation_0-mae:4042.45410 validation_1-mae:5982.93897 [1539] validation_0-mae:4041.51123 validation_1-mae:5982.72119 [1540] validation_0-mae:4040.78247 validation_1-mae:5982.26807 [1541] validation_0-mae:4039.92407 validation_1-mae:5982.14014 [1542] validation_0-mae:4038.86206 validation_1-mae:5982.11182 [1543] validation_0-mae:4038.30078 validation_1-mae:5981.96094 [1544] validation_0-mae:4037.22510 validation_1-mae:5981.94141 [1545] validation_0-mae:4036.88184 validation_1-mae:5982.25000 [1546] validation_0-mae:4035.98975 validation_1-mae:5982.37695 [1547] validation_0-mae:4035.56372 validation_1-mae:5982.28516 [1548] validation_0-mae:4035.19214 validation_1-mae:5982.35840 [1549] validation_0-mae:4035.10840 validation_1-mae:5982.40332 [1550] validation_0-mae:4034.73853 validation_1-mae:5982.41016 [1551] validation_0-mae:4034.29956 validation_1-mae:5982.51318 [1552] validation_0-mae:4033.63428 validation_1-mae:5982.53857 [1553] validation_0-mae:4032.16406 validation_1-mae:5982.17822 [1554] validation_0-mae:4031.93457 validation_1-mae:5982.20264 [1555] validation_0-mae:4031.60474 validation_1-mae:5982.45166 [1556] validation_0-mae:4031.14502 validation_1-mae:5982.08936 [1557] validation_0-mae:4030.69531 validation_1-mae:5981.82080 [1558] validation_0-mae:4029.49878 validation_1-mae:5982.03516 [1559] validation_0-mae:4029.04224 validation_1-mae:5981.97656 [1560] validation_0-mae:4028.38696 validation_1-mae:5981.87988 [1561] validation_0-mae:4027.16724 validation_1-mae:5982.09863 [1562] validation_0-mae:4025.89478 validation_1-mae:5981.39258 [1563] validation_0-mae:4025.16724 validation_1-mae:5981.42285 [1564] validation_0-mae:4024.30444 validation_1-mae:5981.27002 [1565] validation_0-mae:4023.83594 validation_1-mae:5981.47852 [1566] validation_0-mae:4023.08228 validation_1-mae:5981.30615 [1567] validation_0-mae:4022.67920 validation_1-mae:5981.59961 [1568] validation_0-mae:4021.79077 validation_1-mae:5981.64111 [1569] validation_0-mae:4021.27148 validation_1-mae:5981.71680 [1570] validation_0-mae:4020.99634 validation_1-mae:5981.71582 [1571] validation_0-mae:4020.81299 validation_1-mae:5981.80420 [1572] validation_0-mae:4020.74194 validation_1-mae:5981.86133 [1573] validation_0-mae:4020.70679 validation_1-mae:5981.88135 [1574] validation_0-mae:4020.41455 validation_1-mae:5981.78857 [1575] validation_0-mae:4020.23828 validation_1-mae:5981.90283 [1576] validation_0-mae:4019.46118 validation_1-mae:5982.37353 [1577] validation_0-mae:4018.67944 validation_1-mae:5982.72803 [1578] validation_0-mae:4018.10303 validation_1-mae:5982.49756 [1579] validation_0-mae:4017.66455 validation_1-mae:5982.65820 [1580] validation_0-mae:4017.48242 validation_1-mae:5982.70801 [1581] validation_0-mae:4016.71851 validation_1-mae:5982.48291 [1582] validation_0-mae:4016.08301 validation_1-mae:5982.69629 [1583] validation_0-mae:4015.42383 validation_1-mae:5982.82324 [1584] validation_0-mae:4014.13892 validation_1-mae:5982.57422 [1585] validation_0-mae:4013.28296 validation_1-mae:5982.67871 [1586] validation_0-mae:4012.07519 validation_1-mae:5982.72852 [1587] validation_0-mae:4011.46460 validation_1-mae:5982.82080 [1588] validation_0-mae:4010.44897 validation_1-mae:5982.67529 [1589] validation_0-mae:4009.59473 validation_1-mae:5982.28369 [1590] validation_0-mae:4008.80005 validation_1-mae:5982.08203 [1591] validation_0-mae:4008.09961 validation_1-mae:5982.11426 [1592] validation_0-mae:4007.02368 validation_1-mae:5981.92383 [1593] validation_0-mae:4006.33984 validation_1-mae:5981.45996 [1594] validation_0-mae:4006.04614 validation_1-mae:5981.38232 [1595] validation_0-mae:4005.04590 validation_1-mae:5981.48242 [1596] validation_0-mae:4004.37207 validation_1-mae:5981.79346 [1597] validation_0-mae:4003.39990 validation_1-mae:5981.87549 [1598] validation_0-mae:4002.78296 validation_1-mae:5982.23438 [1599] validation_0-mae:4001.83472 validation_1-mae:5982.93652 [1600] validation_0-mae:4000.58838 validation_1-mae:5983.07666 [1601] validation_0-mae:3999.60205 validation_1-mae:5982.83008 [1602] validation_0-mae:3998.33154 validation_1-mae:5981.70068 [1603] validation_0-mae:3997.82178 validation_1-mae:5981.37988 [1604] validation_0-mae:3996.69409 validation_1-mae:5981.22070 [1605] validation_0-mae:3996.05835 validation_1-mae:5981.40918 [1606] validation_0-mae:3994.90625 validation_1-mae:5981.58545 [1607] validation_0-mae:3993.84595 validation_1-mae:5981.82080 [1608] validation_0-mae:3993.06616 validation_1-mae:5981.89160 [1609] validation_0-mae:3992.51880 validation_1-mae:5981.83887 [1610] validation_0-mae:3992.06763 validation_1-mae:5982.26025 [1611] validation_0-mae:3991.55640 validation_1-mae:5982.18897 [1612] validation_0-mae:3991.12817 validation_1-mae:5982.28320 [1613] validation_0-mae:3990.89453 validation_1-mae:5982.57031 [1614] validation_0-mae:3990.24805 validation_1-mae:5982.68848 [1615] validation_0-mae:3989.91333 validation_1-mae:5982.63770 [1616] validation_0-mae:3989.61987 validation_1-mae:5982.65527 [1617] validation_0-mae:3989.32031 validation_1-mae:5982.66211 [1618] validation_0-mae:3988.64404 validation_1-mae:5982.88184 [1619] validation_0-mae:3988.43921 validation_1-mae:5982.89062 [1620] validation_0-mae:3987.57105 validation_1-mae:5983.25879 [1621] validation_0-mae:3987.10083 validation_1-mae:5982.91113 [1622] validation_0-mae:3986.64185 validation_1-mae:5982.98828 [1623] validation_0-mae:3986.14575 validation_1-mae:5982.84814 [1624] validation_0-mae:3984.92505 validation_1-mae:5982.55566 [1625] validation_0-mae:3984.18018 validation_1-mae:5983.04688 [1626] validation_0-mae:3983.09668 validation_1-mae:5982.94385 [1627] validation_0-mae:3982.40527 validation_1-mae:5982.98242 [1628] validation_0-mae:3981.29004 validation_1-mae:5982.83203 [1629] validation_0-mae:3980.07471 validation_1-mae:5982.52002 [1630] validation_0-mae:3979.17261 validation_1-mae:5982.23779 [1631] validation_0-mae:3978.54663 validation_1-mae:5982.29053 [1632] validation_0-mae:3977.09961 validation_1-mae:5982.25635 [1633] validation_0-mae:3976.87622 validation_1-mae:5982.37647 [1634] validation_0-mae:3976.36426 validation_1-mae:5982.68115 [1635] validation_0-mae:3975.14502 validation_1-mae:5982.64404 [1636] validation_0-mae:3974.30029 validation_1-mae:5982.91211 [1637] validation_0-mae:3973.25830 validation_1-mae:5983.34522 [1638] validation_0-mae:3971.86499 validation_1-mae:5983.14551 [1639] validation_0-mae:3970.75244 validation_1-mae:5983.30420 [1640] validation_0-mae:3969.80981 validation_1-mae:5983.17090 [1641] validation_0-mae:3968.83667 validation_1-mae:5983.24609 [1642] validation_0-mae:3968.20874 validation_1-mae:5983.07129 [1643] validation_0-mae:3967.71411 validation_1-mae:5982.99023 [1644] validation_0-mae:3966.93994 validation_1-mae:5983.17236 [1645] validation_0-mae:3966.14478 validation_1-mae:5983.56885 [1646] validation_0-mae:3965.36060 validation_1-mae:5983.91992 [1647] validation_0-mae:3964.94043 validation_1-mae:5983.88672 [1648] validation_0-mae:3963.86865 validation_1-mae:5983.65527 [1649] validation_0-mae:3962.89697 validation_1-mae:5983.62061 [1650] validation_0-mae:3961.94605 validation_1-mae:5983.43408 [1651] validation_0-mae:3961.17578 validation_1-mae:5983.35889 [1652] validation_0-mae:3960.75024 validation_1-mae:5983.62207 [1653] validation_0-mae:3960.25342 validation_1-mae:5983.69189 [1654] validation_0-mae:3959.62061 validation_1-mae:5983.65918 [1655] validation_0-mae:3959.34521 validation_1-mae:5983.77295 [1656] validation_0-mae:3958.74463 validation_1-mae:5983.93506 [1657] validation_0-mae:3957.81323 validation_1-mae:5983.38135 [1658] validation_0-mae:3957.25220 validation_1-mae:5983.51953 [1659] validation_0-mae:3956.35400 validation_1-mae:5983.39014 [1660] validation_0-mae:3955.53198 validation_1-mae:5983.16406 [1661] validation_0-mae:3954.46020 validation_1-mae:5983.50684 [1662] validation_0-mae:3953.85474 validation_1-mae:5983.51123 [1663] validation_0-mae:3953.16943 validation_1-mae:5983.37549 [1664] validation_0-mae:3952.40625 validation_1-mae:5983.44434 [1665] validation_0-mae:3951.78491 validation_1-mae:5983.79004 [1666] validation_0-mae:3950.66577 validation_1-mae:5984.42725 [1667] validation_0-mae:3949.54126 validation_1-mae:5985.10596 [1668] validation_0-mae:3948.68408 validation_1-mae:5985.17822 [1669] validation_0-mae:3948.22412 validation_1-mae:5985.47900 [1670] validation_0-mae:3947.47876 validation_1-mae:5985.50244 [1671] validation_0-mae:3946.84106 validation_1-mae:5986.06299 [1672] validation_0-mae:3946.56396 validation_1-mae:5986.07275 [1673] validation_0-mae:3946.32422 validation_1-mae:5985.82715 [1674] validation_0-mae:3945.32031 validation_1-mae:5985.77393 [1675] validation_0-mae:3944.61011 validation_1-mae:5985.41650 [1676] validation_0-mae:3943.46411 validation_1-mae:5985.24463 [1677] validation_0-mae:3942.33594 validation_1-mae:5984.79785 [1678] validation_0-mae:3940.59351 validation_1-mae:5984.15674 [1679] validation_0-mae:3939.82568 validation_1-mae:5984.31836 [1680] validation_0-mae:3938.98804 validation_1-mae:5984.51074 [1681] validation_0-mae:3937.94336 validation_1-mae:5984.74072 [1682] validation_0-mae:3937.00171 validation_1-mae:5984.02588 [1683] validation_0-mae:3936.38525 validation_1-mae:5983.90576 [1684] validation_0-mae:3934.99927 validation_1-mae:5984.55225 [1685] validation_0-mae:3934.30811 validation_1-mae:5984.47266 [1686] validation_0-mae:3933.07617 validation_1-mae:5984.77344 [1687] validation_0-mae:3932.53076 validation_1-mae:5984.84570 [1688] validation_0-mae:3931.87183 validation_1-mae:5984.64746 [1689] validation_0-mae:3930.83472 validation_1-mae:5985.10889 [1690] validation_0-mae:3930.55884 validation_1-mae:5985.17920 [1691] validation_0-mae:3930.12891 validation_1-mae:5985.30566 [1692] validation_0-mae:3929.20239 validation_1-mae:5985.64795 [1693] validation_0-mae:3928.90967 validation_1-mae:5985.96240 [1694] validation_0-mae:3928.17895 validation_1-mae:5985.71582 [1695] validation_0-mae:3927.82666 validation_1-mae:5985.80518 [1696] validation_0-mae:3927.58594 validation_1-mae:5985.86719 [1697] validation_0-mae:3926.77759 validation_1-mae:5986.05225 [1698] validation_0-mae:3925.89087 validation_1-mae:5985.77051 [1699] validation_0-mae:3925.61645 validation_1-mae:5985.68115 Dropping: zarejestr [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.14258 [13] validation_0-mae:9819.97461 validation_1-mae:9626.33984 [14] validation_0-mae:9418.90527 validation_1-mae:9235.68164 [15] validation_0-mae:9084.41894 validation_1-mae:8908.25391 [16] validation_0-mae:8802.76660 validation_1-mae:8636.84473 [17] validation_0-mae:8567.56836 validation_1-mae:8412.41309 [18] validation_0-mae:8374.73828 validation_1-mae:8224.23438 [19] validation_0-mae:8211.97070 validation_1-mae:8071.29590 [20] validation_0-mae:8069.25439 validation_1-mae:7940.15967 [21] validation_0-mae:7944.89600 validation_1-mae:7832.24023 [22] validation_0-mae:7846.75635 validation_1-mae:7746.34766 [23] validation_0-mae:7760.49268 validation_1-mae:7677.21875 [24] validation_0-mae:7676.77881 validation_1-mae:7598.87207 [25] validation_0-mae:7604.22461 validation_1-mae:7535.55176 [26] validation_0-mae:7548.76855 validation_1-mae:7488.76709 [27] validation_0-mae:7488.48926 validation_1-mae:7434.73730 [28] validation_0-mae:7439.25342 validation_1-mae:7393.64648 [29] validation_0-mae:7397.08154 validation_1-mae:7359.47461 [30] validation_0-mae:7361.37939 validation_1-mae:7329.00977 [31] validation_0-mae:7320.82324 validation_1-mae:7292.46973 [32] validation_0-mae:7292.41406 validation_1-mae:7275.00244 [33] validation_0-mae:7264.21240 validation_1-mae:7254.37305 [34] validation_0-mae:7233.89893 validation_1-mae:7234.41455 [35] validation_0-mae:7202.42920 validation_1-mae:7209.77051 [36] validation_0-mae:7185.20361 validation_1-mae:7196.35596 [37] validation_0-mae:7167.49853 validation_1-mae:7186.34033 [38] validation_0-mae:7142.06152 validation_1-mae:7164.84180 [39] validation_0-mae:7120.69287 validation_1-mae:7147.65527 [40] validation_0-mae:7102.86865 validation_1-mae:7137.28711 [41] validation_0-mae:7086.70312 validation_1-mae:7124.89307 [42] validation_0-mae:7069.58447 validation_1-mae:7114.15039 [43] validation_0-mae:7049.53027 validation_1-mae:7100.34131 [44] validation_0-mae:7037.05225 validation_1-mae:7089.55469 [45] validation_0-mae:7011.79150 validation_1-mae:7069.11182 [46] validation_0-mae:6988.35352 validation_1-mae:7049.31250 [47] validation_0-mae:6972.47510 validation_1-mae:7041.24463 [48] validation_0-mae:6947.78906 validation_1-mae:7022.77686 [49] validation_0-mae:6933.60693 validation_1-mae:7012.72607 [50] validation_0-mae:6915.68603 validation_1-mae:6999.79736 [51] validation_0-mae:6900.50488 validation_1-mae:6987.52734 [52] validation_0-mae:6889.22070 validation_1-mae:6981.74170 [53] validation_0-mae:6875.30420 validation_1-mae:6972.20410 [54] validation_0-mae:6865.28320 validation_1-mae:6968.02734 [55] validation_0-mae:6847.62988 validation_1-mae:6952.48975 [56] validation_0-mae:6830.93018 validation_1-mae:6938.14941 [57] validation_0-mae:6822.20117 validation_1-mae:6934.01611 [58] validation_0-mae:6810.75049 validation_1-mae:6923.52295 [59] validation_0-mae:6795.52734 validation_1-mae:6910.18262 [60] validation_0-mae:6783.21728 validation_1-mae:6899.30029 [61] validation_0-mae:6769.95557 validation_1-mae:6891.08887 [62] validation_0-mae:6758.54395 validation_1-mae:6883.81397 [63] validation_0-mae:6750.20264 validation_1-mae:6876.32568 [64] validation_0-mae:6736.40332 validation_1-mae:6868.77148 [65] validation_0-mae:6726.75684 validation_1-mae:6860.45508 [66] validation_0-mae:6716.69873 validation_1-mae:6853.41602 [67] validation_0-mae:6706.26172 validation_1-mae:6845.80859 [68] validation_0-mae:6697.82910 validation_1-mae:6839.40918 [69] validation_0-mae:6684.57080 validation_1-mae:6827.62744 [70] validation_0-mae:6671.88672 validation_1-mae:6816.78369 [71] validation_0-mae:6658.12061 validation_1-mae:6805.78320 [72] validation_0-mae:6648.89502 validation_1-mae:6798.87353 [73] validation_0-mae:6635.06055 validation_1-mae:6790.92236 [74] validation_0-mae:6627.94238 validation_1-mae:6785.18457 [75] validation_0-mae:6617.53760 validation_1-mae:6776.86230 [76] validation_0-mae:6613.19287 validation_1-mae:6774.76611 [77] validation_0-mae:6602.50977 validation_1-mae:6765.65869 [78] validation_0-mae:6594.98975 validation_1-mae:6761.00537 [79] validation_0-mae:6583.89893 validation_1-mae:6754.20264 [80] validation_0-mae:6577.75928 validation_1-mae:6750.22412 [81] validation_0-mae:6569.57080 validation_1-mae:6743.84619 [82] validation_0-mae:6557.19336 validation_1-mae:6736.79443 [83] validation_0-mae:6550.24902 validation_1-mae:6733.23145 [84] validation_0-mae:6538.82666 validation_1-mae:6721.84619 [85] validation_0-mae:6532.27344 validation_1-mae:6717.24805 [86] validation_0-mae:6520.39307 validation_1-mae:6708.09326 [87] validation_0-mae:6513.77246 validation_1-mae:6703.86182 [88] validation_0-mae:6506.35352 validation_1-mae:6697.37061 [89] validation_0-mae:6498.71582 validation_1-mae:6692.21631 [90] validation_0-mae:6489.08008 validation_1-mae:6684.51221 [91] validation_0-mae:6483.38232 validation_1-mae:6680.74951 [92] validation_0-mae:6476.36426 validation_1-mae:6678.93213 [93] validation_0-mae:6466.89307 validation_1-mae:6672.59180 [94] validation_0-mae:6459.75244 validation_1-mae:6667.51172 [95] validation_0-mae:6453.49463 validation_1-mae:6662.39014 [96] validation_0-mae:6448.25439 validation_1-mae:6659.35449 [97] validation_0-mae:6440.70850 validation_1-mae:6654.66064 [98] validation_0-mae:6436.09522 validation_1-mae:6651.03027 [99] validation_0-mae:6428.85400 validation_1-mae:6647.39258 [100] validation_0-mae:6420.85693 validation_1-mae:6642.85352 [101] validation_0-mae:6414.87549 validation_1-mae:6639.50732 [102] validation_0-mae:6413.17480 validation_1-mae:6638.65039 [103] validation_0-mae:6401.35303 validation_1-mae:6630.75293 [104] validation_0-mae:6392.03272 validation_1-mae:6622.20264 [105] validation_0-mae:6386.72363 validation_1-mae:6618.60059 [106] validation_0-mae:6381.18994 validation_1-mae:6614.81641 [107] validation_0-mae:6376.28272 validation_1-mae:6611.37793 [108] validation_0-mae:6371.48291 validation_1-mae:6608.22949 [109] validation_0-mae:6367.59033 validation_1-mae:6606.90283 [110] validation_0-mae:6358.39258 validation_1-mae:6600.17383 [111] validation_0-mae:6348.50391 validation_1-mae:6592.12012 [112] validation_0-mae:6341.11475 validation_1-mae:6586.97461 [113] validation_0-mae:6337.25439 validation_1-mae:6584.63379 [114] validation_0-mae:6332.72900 validation_1-mae:6582.88428 [115] validation_0-mae:6326.31397 validation_1-mae:6578.41699 [116] validation_0-mae:6322.26807 validation_1-mae:6576.18750 [117] validation_0-mae:6318.27197 validation_1-mae:6574.73193 [118] validation_0-mae:6312.90625 validation_1-mae:6571.77978 [119] validation_0-mae:6309.15674 validation_1-mae:6568.35498 [120] validation_0-mae:6302.66016 validation_1-mae:6564.22412 [121] validation_0-mae:6298.14600 validation_1-mae:6561.00391 [122] validation_0-mae:6293.41943 validation_1-mae:6558.95312 [123] validation_0-mae:6287.37549 validation_1-mae:6553.37549 [124] validation_0-mae:6279.68164 validation_1-mae:6549.64648 [125] validation_0-mae:6277.54980 validation_1-mae:6549.02197 [126] validation_0-mae:6273.20605 validation_1-mae:6546.80420 [127] validation_0-mae:6266.83740 validation_1-mae:6544.76807 [128] validation_0-mae:6261.22217 validation_1-mae:6541.91748 [129] validation_0-mae:6251.60547 validation_1-mae:6534.08887 [130] validation_0-mae:6246.75098 validation_1-mae:6530.31250 [131] validation_0-mae:6240.82568 validation_1-mae:6527.34717 [132] validation_0-mae:6238.52978 validation_1-mae:6525.84522 [133] validation_0-mae:6234.74072 validation_1-mae:6524.56592 [134] validation_0-mae:6227.95703 validation_1-mae:6520.14014 [135] validation_0-mae:6226.58057 validation_1-mae:6519.04443 [136] validation_0-mae:6220.48535 validation_1-mae:6515.17383 [137] validation_0-mae:6213.01562 validation_1-mae:6508.96436 [138] validation_0-mae:6207.97754 validation_1-mae:6506.01025 [139] validation_0-mae:6202.93897 validation_1-mae:6503.18359 [140] validation_0-mae:6196.60303 validation_1-mae:6498.96191 [141] validation_0-mae:6192.37109 validation_1-mae:6496.14258 [142] validation_0-mae:6188.57129 validation_1-mae:6492.60938 [143] validation_0-mae:6184.98975 validation_1-mae:6490.90430 [144] validation_0-mae:6180.59766 validation_1-mae:6489.01074 [145] validation_0-mae:6173.50391 validation_1-mae:6485.15772 [146] validation_0-mae:6168.58643 validation_1-mae:6483.52686 [147] validation_0-mae:6166.02197 validation_1-mae:6481.62061 [148] validation_0-mae:6163.89307 validation_1-mae:6481.12939 [149] validation_0-mae:6159.01025 validation_1-mae:6478.95898 [150] validation_0-mae:6155.09228 validation_1-mae:6476.90527 [151] validation_0-mae:6151.14307 validation_1-mae:6476.67285 [152] validation_0-mae:6148.49121 validation_1-mae:6474.64990 [153] validation_0-mae:6145.61426 validation_1-mae:6474.06689 [154] validation_0-mae:6142.92383 validation_1-mae:6472.90332 [155] validation_0-mae:6139.90869 validation_1-mae:6471.18701 [156] validation_0-mae:6131.91699 validation_1-mae:6466.54346 [157] validation_0-mae:6128.44385 validation_1-mae:6464.88623 [158] validation_0-mae:6119.40772 validation_1-mae:6458.08301 [159] validation_0-mae:6111.77637 validation_1-mae:6452.64258 [160] validation_0-mae:6109.21387 validation_1-mae:6451.11523 [161] validation_0-mae:6104.74512 validation_1-mae:6449.00098 [162] validation_0-mae:6101.23145 validation_1-mae:6447.67822 [163] validation_0-mae:6098.49316 validation_1-mae:6446.03125 [164] validation_0-mae:6095.49561 validation_1-mae:6444.96191 [165] validation_0-mae:6094.71191 validation_1-mae:6444.13379 [166] validation_0-mae:6088.44873 validation_1-mae:6440.00928 [167] validation_0-mae:6085.77539 validation_1-mae:6439.30420 [168] validation_0-mae:6080.41309 validation_1-mae:6437.73096 [169] validation_0-mae:6076.63477 validation_1-mae:6436.21436 [170] validation_0-mae:6072.66406 validation_1-mae:6434.82080 [171] validation_0-mae:6068.09668 validation_1-mae:6433.58008 [172] validation_0-mae:6066.07861 validation_1-mae:6432.54980 [173] validation_0-mae:6063.66504 validation_1-mae:6431.12158 [174] validation_0-mae:6059.87061 validation_1-mae:6430.68311 [175] validation_0-mae:6057.28857 validation_1-mae:6430.05664 [176] validation_0-mae:6054.92578 validation_1-mae:6428.95605 [177] validation_0-mae:6050.04980 validation_1-mae:6428.71924 [178] validation_0-mae:6046.89844 validation_1-mae:6426.81738 [179] validation_0-mae:6043.77344 validation_1-mae:6426.32373 [180] validation_0-mae:6039.82471 validation_1-mae:6424.32568 [181] validation_0-mae:6036.93408 validation_1-mae:6423.23779 [182] validation_0-mae:6034.78662 validation_1-mae:6421.58203 [183] validation_0-mae:6031.88379 validation_1-mae:6419.48584 [184] validation_0-mae:6026.12500 validation_1-mae:6418.60840 [185] validation_0-mae:6022.78613 validation_1-mae:6416.86523 [186] validation_0-mae:6019.01611 validation_1-mae:6414.10498 [187] validation_0-mae:6012.68018 validation_1-mae:6410.31641 [188] validation_0-mae:6007.56494 validation_1-mae:6406.84473 [189] validation_0-mae:6004.42627 validation_1-mae:6405.49365 [190] validation_0-mae:6000.32666 validation_1-mae:6402.29785 [191] validation_0-mae:5996.70947 validation_1-mae:6402.05225 [192] validation_0-mae:5993.70117 validation_1-mae:6400.52539 [193] validation_0-mae:5991.05566 validation_1-mae:6399.44141 [194] validation_0-mae:5988.20264 validation_1-mae:6397.47754 [195] validation_0-mae:5987.01758 validation_1-mae:6397.42627 [196] validation_0-mae:5983.24805 validation_1-mae:6395.66309 [197] validation_0-mae:5980.16406 validation_1-mae:6392.77783 [198] validation_0-mae:5976.94482 validation_1-mae:6392.15674 [199] validation_0-mae:5974.16309 validation_1-mae:6391.62793 [200] validation_0-mae:5972.53760 validation_1-mae:6391.81689 [201] validation_0-mae:5971.84570 validation_1-mae:6391.68115 [202] validation_0-mae:5967.00293 validation_1-mae:6390.56152 [203] validation_0-mae:5963.78516 validation_1-mae:6388.47998 [204] validation_0-mae:5960.01074 validation_1-mae:6388.63232 [205] validation_0-mae:5958.10840 validation_1-mae:6388.07080 [206] validation_0-mae:5954.30469 validation_1-mae:6386.24072 [207] validation_0-mae:5950.90625 validation_1-mae:6385.56250 [208] validation_0-mae:5948.31592 validation_1-mae:6384.80957 [209] validation_0-mae:5947.75537 validation_1-mae:6384.67920 [210] validation_0-mae:5941.56592 validation_1-mae:6380.70996 [211] validation_0-mae:5934.44141 validation_1-mae:6375.31641 [212] validation_0-mae:5932.07080 validation_1-mae:6374.60498 [213] validation_0-mae:5929.41309 validation_1-mae:6373.82520 [214] validation_0-mae:5928.12402 validation_1-mae:6373.65869 [215] validation_0-mae:5924.78711 validation_1-mae:6371.31055 [216] validation_0-mae:5921.08887 validation_1-mae:6372.03125 [217] validation_0-mae:5917.68652 validation_1-mae:6370.02637 [218] validation_0-mae:5910.98145 validation_1-mae:6364.47363 [219] validation_0-mae:5908.12109 validation_1-mae:6363.06055 [220] validation_0-mae:5904.10449 validation_1-mae:6361.34961 [221] validation_0-mae:5899.11865 validation_1-mae:6358.91016 [222] validation_0-mae:5895.76709 validation_1-mae:6356.18701 [223] validation_0-mae:5893.93066 validation_1-mae:6355.30469 [224] validation_0-mae:5891.39648 validation_1-mae:6354.76855 [225] validation_0-mae:5888.95898 validation_1-mae:6352.98633 [226] validation_0-mae:5885.82520 validation_1-mae:6350.75977 [227] validation_0-mae:5883.33594 validation_1-mae:6350.00195 [228] validation_0-mae:5881.58447 validation_1-mae:6349.64111 [229] validation_0-mae:5879.54883 validation_1-mae:6348.88330 [230] validation_0-mae:5876.49658 validation_1-mae:6347.97559 [231] validation_0-mae:5870.84033 validation_1-mae:6343.46436 [232] validation_0-mae:5867.65674 validation_1-mae:6342.63623 [233] validation_0-mae:5865.21973 validation_1-mae:6341.59619 [234] validation_0-mae:5863.26270 validation_1-mae:6341.04053 [235] validation_0-mae:5859.65234 validation_1-mae:6341.06397 [236] validation_0-mae:5858.09619 validation_1-mae:6340.68945 [237] validation_0-mae:5855.29102 validation_1-mae:6339.00732 [238] validation_0-mae:5850.48047 validation_1-mae:6335.69043 [239] validation_0-mae:5848.17285 validation_1-mae:6333.60791 [240] validation_0-mae:5847.08105 validation_1-mae:6333.58789 [241] validation_0-mae:5846.17627 validation_1-mae:6333.23584 [242] validation_0-mae:5843.05176 validation_1-mae:6332.16504 [243] validation_0-mae:5835.91162 validation_1-mae:6328.41016 [244] validation_0-mae:5828.86475 validation_1-mae:6322.39209 [245] validation_0-mae:5824.28711 validation_1-mae:6321.48975 [246] validation_0-mae:5820.78613 validation_1-mae:6319.94629 [247] validation_0-mae:5817.95020 validation_1-mae:6317.97949 [248] validation_0-mae:5814.95068 validation_1-mae:6316.77393 [249] validation_0-mae:5811.50977 validation_1-mae:6313.82275 [250] validation_0-mae:5809.12109 validation_1-mae:6313.01074 [251] validation_0-mae:5806.71728 validation_1-mae:6311.67529 [252] validation_0-mae:5805.75537 validation_1-mae:6311.08496 [253] validation_0-mae:5804.11475 validation_1-mae:6310.83545 [254] validation_0-mae:5800.88965 validation_1-mae:6308.84033 [255] validation_0-mae:5796.64893 validation_1-mae:6305.78906 [256] validation_0-mae:5792.87109 validation_1-mae:6303.10107 [257] validation_0-mae:5789.12598 validation_1-mae:6301.13184 [258] validation_0-mae:5785.47705 validation_1-mae:6299.91260 [259] validation_0-mae:5783.12939 validation_1-mae:6298.92529 [260] validation_0-mae:5782.19385 validation_1-mae:6298.83057 [261] validation_0-mae:5778.75244 validation_1-mae:6298.36426 [262] validation_0-mae:5775.32568 validation_1-mae:6297.49658 [263] validation_0-mae:5773.21680 validation_1-mae:6296.22461 [264] validation_0-mae:5771.48926 validation_1-mae:6295.97022 [265] validation_0-mae:5770.60840 validation_1-mae:6296.02100 [266] validation_0-mae:5768.12500 validation_1-mae:6295.58105 [267] validation_0-mae:5765.47656 validation_1-mae:6294.87207 [268] validation_0-mae:5762.77978 validation_1-mae:6294.14844 [269] validation_0-mae:5758.76904 validation_1-mae:6294.07520 [270] validation_0-mae:5755.30420 validation_1-mae:6291.94824 [271] validation_0-mae:5753.37500 validation_1-mae:6290.98242 [272] validation_0-mae:5750.77930 validation_1-mae:6289.19873 [273] validation_0-mae:5746.05859 validation_1-mae:6287.01660 [274] validation_0-mae:5744.09424 validation_1-mae:6286.63721 [275] validation_0-mae:5741.01709 validation_1-mae:6284.75635 [276] validation_0-mae:5738.37353 validation_1-mae:6283.48291 [277] validation_0-mae:5731.74170 validation_1-mae:6278.62842 [278] validation_0-mae:5727.54932 validation_1-mae:6274.96094 [279] validation_0-mae:5726.06152 validation_1-mae:6274.62988 [280] validation_0-mae:5722.71338 validation_1-mae:6272.40674 [281] validation_0-mae:5720.65283 validation_1-mae:6271.91797 [282] validation_0-mae:5719.00732 validation_1-mae:6271.20166 [283] validation_0-mae:5717.90332 validation_1-mae:6270.42725 [284] validation_0-mae:5715.65039 validation_1-mae:6269.64014 [285] validation_0-mae:5710.95898 validation_1-mae:6267.55859 [286] validation_0-mae:5707.48633 validation_1-mae:6265.72363 [287] validation_0-mae:5702.93115 validation_1-mae:6263.99072 [288] validation_0-mae:5701.26123 validation_1-mae:6263.65576 [289] validation_0-mae:5698.78955 validation_1-mae:6263.87109 [290] validation_0-mae:5695.96338 validation_1-mae:6263.54980 [291] validation_0-mae:5694.68799 validation_1-mae:6262.64893 [292] validation_0-mae:5692.63867 validation_1-mae:6262.12744 [293] validation_0-mae:5690.16553 validation_1-mae:6260.24902 [294] validation_0-mae:5688.26758 validation_1-mae:6259.94580 [295] validation_0-mae:5686.30078 validation_1-mae:6259.65381 [296] validation_0-mae:5680.87500 validation_1-mae:6255.55957 [297] validation_0-mae:5676.82031 validation_1-mae:6255.24268 [298] validation_0-mae:5673.56592 validation_1-mae:6253.65772 [299] validation_0-mae:5670.75391 validation_1-mae:6252.78662 [300] validation_0-mae:5669.06787 validation_1-mae:6251.21826 [301] validation_0-mae:5666.81836 validation_1-mae:6250.62939 [302] validation_0-mae:5665.08496 validation_1-mae:6250.45215 [303] validation_0-mae:5663.99072 validation_1-mae:6250.51514 [304] validation_0-mae:5662.29541 validation_1-mae:6250.81836 [305] validation_0-mae:5660.63916 validation_1-mae:6251.12744 [306] validation_0-mae:5658.78320 validation_1-mae:6250.35986 [307] validation_0-mae:5658.43018 validation_1-mae:6250.15772 [308] validation_0-mae:5655.15283 validation_1-mae:6249.30811 [309] validation_0-mae:5652.33838 validation_1-mae:6246.72314 [310] validation_0-mae:5649.16943 validation_1-mae:6245.24756 [311] validation_0-mae:5642.52002 validation_1-mae:6243.44824 [312] validation_0-mae:5638.83789 validation_1-mae:6240.67480 [313] validation_0-mae:5637.54541 validation_1-mae:6240.68701 [314] validation_0-mae:5634.23584 validation_1-mae:6239.93799 [315] validation_0-mae:5633.67188 validation_1-mae:6240.04883 [316] validation_0-mae:5632.63281 validation_1-mae:6239.17676 [317] validation_0-mae:5629.50635 validation_1-mae:6239.27100 [318] validation_0-mae:5626.75244 validation_1-mae:6238.63672 [319] validation_0-mae:5624.14404 validation_1-mae:6237.22266 [320] validation_0-mae:5623.16504 validation_1-mae:6237.49268 [321] validation_0-mae:5620.44385 validation_1-mae:6236.45703 [322] validation_0-mae:5617.01514 validation_1-mae:6235.86377 [323] validation_0-mae:5614.79248 validation_1-mae:6234.80713 [324] validation_0-mae:5612.22949 validation_1-mae:6234.11719 [325] validation_0-mae:5611.53711 validation_1-mae:6234.10547 [326] validation_0-mae:5609.93018 validation_1-mae:6233.43311 [327] validation_0-mae:5606.76074 validation_1-mae:6231.45312 [328] validation_0-mae:5604.90723 validation_1-mae:6231.30908 [329] validation_0-mae:5602.21191 validation_1-mae:6230.54883 [330] validation_0-mae:5599.39990 validation_1-mae:6229.90527 [331] validation_0-mae:5596.47852 validation_1-mae:6227.42773 [332] validation_0-mae:5592.92480 validation_1-mae:6226.46045 [333] validation_0-mae:5591.46973 validation_1-mae:6225.73633 [334] validation_0-mae:5590.14893 validation_1-mae:6225.95605 [335] validation_0-mae:5588.79932 validation_1-mae:6226.25781 [336] validation_0-mae:5587.76465 validation_1-mae:6225.81543 [337] validation_0-mae:5584.85986 validation_1-mae:6224.50293 [338] validation_0-mae:5583.23291 validation_1-mae:6224.87109 [339] validation_0-mae:5580.95068 validation_1-mae:6224.28467 [340] validation_0-mae:5580.18555 validation_1-mae:6223.98877 [341] validation_0-mae:5579.52539 validation_1-mae:6223.98828 [342] validation_0-mae:5576.60010 validation_1-mae:6223.86670 [343] validation_0-mae:5574.05469 validation_1-mae:6223.67725 [344] validation_0-mae:5570.05957 validation_1-mae:6221.45996 [345] validation_0-mae:5567.14551 validation_1-mae:6220.16113 [346] validation_0-mae:5563.11523 validation_1-mae:6217.48291 [347] validation_0-mae:5559.71045 validation_1-mae:6217.07617 [348] validation_0-mae:5558.25000 validation_1-mae:6217.22754 [349] validation_0-mae:5554.06494 validation_1-mae:6215.30225 [350] validation_0-mae:5550.13965 validation_1-mae:6212.97266 [351] validation_0-mae:5548.17822 validation_1-mae:6212.17725 [352] validation_0-mae:5545.70557 validation_1-mae:6210.66211 [353] validation_0-mae:5542.55811 validation_1-mae:6208.84522 [354] validation_0-mae:5541.50586 validation_1-mae:6208.61865 [355] validation_0-mae:5540.19873 validation_1-mae:6208.28906 [356] validation_0-mae:5538.92676 validation_1-mae:6208.31348 [357] validation_0-mae:5536.81543 validation_1-mae:6207.80225 [358] validation_0-mae:5532.51172 validation_1-mae:6205.73145 [359] validation_0-mae:5530.73877 validation_1-mae:6204.67285 [360] validation_0-mae:5527.38037 validation_1-mae:6202.68897 [361] validation_0-mae:5526.05859 validation_1-mae:6202.53613 [362] validation_0-mae:5524.25830 validation_1-mae:6202.40137 [363] validation_0-mae:5522.22461 validation_1-mae:6202.40039 [364] validation_0-mae:5521.85498 validation_1-mae:6202.46094 [365] validation_0-mae:5519.36768 validation_1-mae:6201.88477 [366] validation_0-mae:5514.39355 validation_1-mae:6199.79443 [367] validation_0-mae:5512.26270 validation_1-mae:6199.60400 [368] validation_0-mae:5511.63428 validation_1-mae:6199.51855 [369] validation_0-mae:5510.15039 validation_1-mae:6199.50879 [370] validation_0-mae:5506.84619 validation_1-mae:6198.24219 [371] validation_0-mae:5504.84033 validation_1-mae:6197.88721 [372] validation_0-mae:5501.13281 validation_1-mae:6196.75049 [373] validation_0-mae:5497.28125 validation_1-mae:6195.21826 [374] validation_0-mae:5494.44482 validation_1-mae:6194.87158 [375] validation_0-mae:5493.39160 validation_1-mae:6194.77490 [376] validation_0-mae:5492.52295 validation_1-mae:6194.47461 [377] validation_0-mae:5491.13818 validation_1-mae:6194.29199 [378] validation_0-mae:5489.98242 validation_1-mae:6193.87842 [379] validation_0-mae:5488.54932 validation_1-mae:6194.12891 [380] validation_0-mae:5486.99463 validation_1-mae:6193.48145 [381] validation_0-mae:5483.65186 validation_1-mae:6192.25586 [382] validation_0-mae:5481.95996 validation_1-mae:6192.05078 [383] validation_0-mae:5480.02881 validation_1-mae:6191.30566 [384] validation_0-mae:5479.40625 validation_1-mae:6191.14355 [385] validation_0-mae:5479.00488 validation_1-mae:6190.81543 [386] validation_0-mae:5475.40723 validation_1-mae:6189.96826 [387] validation_0-mae:5473.16309 validation_1-mae:6189.54590 [388] validation_0-mae:5468.82910 validation_1-mae:6186.49658 [389] validation_0-mae:5465.72412 validation_1-mae:6185.32324 [390] validation_0-mae:5463.85400 validation_1-mae:6185.00635 [391] validation_0-mae:5462.42383 validation_1-mae:6185.06982 [392] validation_0-mae:5460.96582 validation_1-mae:6185.03027 [393] validation_0-mae:5460.61719 validation_1-mae:6184.90332 [394] validation_0-mae:5459.81348 validation_1-mae:6184.71143 [395] validation_0-mae:5458.84766 validation_1-mae:6184.21533 [396] validation_0-mae:5456.61719 validation_1-mae:6183.85156 [397] validation_0-mae:5455.01514 validation_1-mae:6182.22998 [398] validation_0-mae:5452.23877 validation_1-mae:6182.23633 [399] validation_0-mae:5450.11523 validation_1-mae:6181.97461 [400] validation_0-mae:5447.21436 validation_1-mae:6179.54932 [401] validation_0-mae:5446.63818 validation_1-mae:6179.73340 [402] validation_0-mae:5446.07812 validation_1-mae:6180.25977 [403] validation_0-mae:5441.63721 validation_1-mae:6178.04736 [404] validation_0-mae:5438.31738 validation_1-mae:6176.30176 [405] validation_0-mae:5435.98096 validation_1-mae:6175.34912 [406] validation_0-mae:5433.63818 validation_1-mae:6174.79199 [407] validation_0-mae:5432.78955 validation_1-mae:6174.76270 [408] validation_0-mae:5432.27978 validation_1-mae:6174.43945 [409] validation_0-mae:5430.44434 validation_1-mae:6174.22168 [410] validation_0-mae:5427.80469 validation_1-mae:6173.13428 [411] validation_0-mae:5426.35254 validation_1-mae:6173.14697 [412] validation_0-mae:5425.94629 validation_1-mae:6173.05811 [413] validation_0-mae:5423.54199 validation_1-mae:6172.46728 [414] validation_0-mae:5422.44482 validation_1-mae:6172.34912 [415] validation_0-mae:5420.41797 validation_1-mae:6172.53564 [416] validation_0-mae:5418.95557 validation_1-mae:6173.14404 [417] validation_0-mae:5415.90527 validation_1-mae:6173.01270 [418] validation_0-mae:5413.77100 validation_1-mae:6171.42139 [419] validation_0-mae:5412.92578 validation_1-mae:6171.79980 [420] validation_0-mae:5411.17188 validation_1-mae:6171.60449 [421] validation_0-mae:5409.59131 validation_1-mae:6171.29102 [422] validation_0-mae:5404.61865 validation_1-mae:6170.17236 [423] validation_0-mae:5402.09912 validation_1-mae:6168.43115 [424] validation_0-mae:5399.93848 validation_1-mae:6168.37207 [425] validation_0-mae:5399.40527 validation_1-mae:6168.11865 [426] validation_0-mae:5397.33301 validation_1-mae:6167.35889 [427] validation_0-mae:5396.02930 validation_1-mae:6167.29834 [428] validation_0-mae:5394.79590 validation_1-mae:6166.40869 [429] validation_0-mae:5393.62207 validation_1-mae:6165.99414 [430] validation_0-mae:5392.56982 validation_1-mae:6165.63184 [431] validation_0-mae:5389.26953 validation_1-mae:6164.27686 [432] validation_0-mae:5387.30566 validation_1-mae:6163.60498 [433] validation_0-mae:5386.61865 validation_1-mae:6163.37891 [434] validation_0-mae:5384.05615 validation_1-mae:6162.52344 [435] validation_0-mae:5383.08740 validation_1-mae:6162.24805 [436] validation_0-mae:5381.10205 validation_1-mae:6162.15772 [437] validation_0-mae:5378.26172 validation_1-mae:6160.99902 [438] validation_0-mae:5376.57812 validation_1-mae:6161.21289 [439] validation_0-mae:5373.06055 validation_1-mae:6159.53125 [440] validation_0-mae:5371.63086 validation_1-mae:6159.19531 [441] validation_0-mae:5370.64648 validation_1-mae:6158.97754 [442] validation_0-mae:5369.05029 validation_1-mae:6159.02393 [443] validation_0-mae:5368.06250 validation_1-mae:6158.65527 [444] validation_0-mae:5365.83936 validation_1-mae:6156.96484 [445] validation_0-mae:5363.33447 validation_1-mae:6156.59522 [446] validation_0-mae:5362.02002 validation_1-mae:6156.10400 [447] validation_0-mae:5360.87353 validation_1-mae:6155.36572 [448] validation_0-mae:5358.35498 validation_1-mae:6154.48633 [449] validation_0-mae:5355.11133 validation_1-mae:6151.75635 [450] validation_0-mae:5351.49902 validation_1-mae:6150.07227 [451] validation_0-mae:5348.61963 validation_1-mae:6149.43848 [452] validation_0-mae:5347.91064 validation_1-mae:6149.12012 [453] validation_0-mae:5347.19238 validation_1-mae:6149.02002 [454] validation_0-mae:5345.78418 validation_1-mae:6148.96240 [455] validation_0-mae:5345.21289 validation_1-mae:6148.80273 [456] validation_0-mae:5342.41895 validation_1-mae:6149.01367 [457] validation_0-mae:5339.03809 validation_1-mae:6148.03418 [458] validation_0-mae:5336.38037 validation_1-mae:6147.15234 [459] validation_0-mae:5335.18457 validation_1-mae:6147.57471 [460] validation_0-mae:5333.78076 validation_1-mae:6147.35254 [461] validation_0-mae:5332.21045 validation_1-mae:6146.64990 [462] validation_0-mae:5329.49365 validation_1-mae:6145.67871 [463] validation_0-mae:5328.33643 validation_1-mae:6145.49658 [464] validation_0-mae:5327.72559 validation_1-mae:6145.32910 [465] validation_0-mae:5326.41309 validation_1-mae:6144.51611 [466] validation_0-mae:5325.38037 validation_1-mae:6144.57422 [467] validation_0-mae:5322.98633 validation_1-mae:6144.20312 [468] validation_0-mae:5322.18701 validation_1-mae:6144.41260 [469] validation_0-mae:5319.22412 validation_1-mae:6142.40088 [470] validation_0-mae:5315.43018 validation_1-mae:6140.32959 [471] validation_0-mae:5312.34131 validation_1-mae:6141.06103 [472] validation_0-mae:5310.42529 validation_1-mae:6140.48438 [473] validation_0-mae:5307.93213 validation_1-mae:6139.41064 [474] validation_0-mae:5306.54932 validation_1-mae:6138.66650 [475] validation_0-mae:5304.93408 validation_1-mae:6139.14893 [476] validation_0-mae:5303.90381 validation_1-mae:6139.18701 [477] validation_0-mae:5303.37647 validation_1-mae:6139.93603 [478] validation_0-mae:5302.11084 validation_1-mae:6140.43262 [479] validation_0-mae:5301.27686 validation_1-mae:6140.92041 [480] validation_0-mae:5300.12305 validation_1-mae:6140.87988 [481] validation_0-mae:5298.54785 validation_1-mae:6140.79102 [482] validation_0-mae:5295.72559 validation_1-mae:6140.28223 [483] validation_0-mae:5294.16162 validation_1-mae:6140.07910 [484] validation_0-mae:5291.75635 validation_1-mae:6139.93945 [485] validation_0-mae:5290.16797 validation_1-mae:6139.91943 [486] validation_0-mae:5289.21289 validation_1-mae:6139.76221 [487] validation_0-mae:5287.79150 validation_1-mae:6138.99609 [488] validation_0-mae:5286.98486 validation_1-mae:6139.23242 [489] validation_0-mae:5286.60449 validation_1-mae:6139.21191 [490] validation_0-mae:5285.09570 validation_1-mae:6139.14746 [491] validation_0-mae:5283.55566 validation_1-mae:6138.63232 [492] validation_0-mae:5280.48535 validation_1-mae:6136.91162 [493] validation_0-mae:5277.69922 validation_1-mae:6135.60693 [494] validation_0-mae:5276.20703 validation_1-mae:6135.11230 [495] validation_0-mae:5273.87402 validation_1-mae:6134.15088 [496] validation_0-mae:5272.05518 validation_1-mae:6133.91162 [497] validation_0-mae:5268.81055 validation_1-mae:6132.59570 [498] validation_0-mae:5267.25488 validation_1-mae:6132.48926 [499] validation_0-mae:5266.11963 validation_1-mae:6132.16357 [500] validation_0-mae:5264.35156 validation_1-mae:6131.64307 [501] validation_0-mae:5262.73047 validation_1-mae:6131.57031 [502] validation_0-mae:5261.41064 validation_1-mae:6131.62988 [503] validation_0-mae:5259.31250 validation_1-mae:6130.91211 [504] validation_0-mae:5256.91797 validation_1-mae:6130.36963 [505] validation_0-mae:5254.58545 validation_1-mae:6130.27051 [506] validation_0-mae:5253.25391 validation_1-mae:6129.87207 [507] validation_0-mae:5251.20264 validation_1-mae:6129.13867 [508] validation_0-mae:5247.83398 validation_1-mae:6128.04443 [509] validation_0-mae:5246.05078 validation_1-mae:6127.48096 [510] validation_0-mae:5245.00879 validation_1-mae:6127.24023 [511] validation_0-mae:5243.68555 validation_1-mae:6126.48926 [512] validation_0-mae:5242.28418 validation_1-mae:6126.98096 [513] validation_0-mae:5239.96631 validation_1-mae:6125.86230 [514] validation_0-mae:5238.30371 validation_1-mae:6125.38184 [515] validation_0-mae:5236.66602 validation_1-mae:6125.50586 [516] validation_0-mae:5235.61621 validation_1-mae:6125.18848 [517] validation_0-mae:5234.33203 validation_1-mae:6124.75293 [518] validation_0-mae:5233.13477 validation_1-mae:6124.07129 [519] validation_0-mae:5232.76074 validation_1-mae:6124.10156 [520] validation_0-mae:5229.76758 validation_1-mae:6124.99219 [521] validation_0-mae:5226.68164 validation_1-mae:6124.28320 [522] validation_0-mae:5224.82129 validation_1-mae:6123.34180 [523] validation_0-mae:5222.90137 validation_1-mae:6123.82227 [524] validation_0-mae:5220.88477 validation_1-mae:6123.54297 [525] validation_0-mae:5219.60254 validation_1-mae:6123.73682 [526] validation_0-mae:5218.39795 validation_1-mae:6123.54883 [527] validation_0-mae:5216.31787 validation_1-mae:6123.52246 [528] validation_0-mae:5215.17627 validation_1-mae:6123.38037 [529] validation_0-mae:5213.84228 validation_1-mae:6122.52002 [530] validation_0-mae:5212.75830 validation_1-mae:6122.15772 [531] validation_0-mae:5210.36523 validation_1-mae:6120.97656 [532] validation_0-mae:5208.23291 validation_1-mae:6119.89111 [533] validation_0-mae:5205.39844 validation_1-mae:6118.91797 [534] validation_0-mae:5204.03272 validation_1-mae:6119.27344 [535] validation_0-mae:5203.53955 validation_1-mae:6119.07617 [536] validation_0-mae:5202.81885 validation_1-mae:6119.47412 [537] validation_0-mae:5201.34228 validation_1-mae:6119.17285 [538] validation_0-mae:5197.84033 validation_1-mae:6118.27783 [539] validation_0-mae:5195.20752 validation_1-mae:6117.48145 [540] validation_0-mae:5193.19531 validation_1-mae:6117.34912 [541] validation_0-mae:5190.92627 validation_1-mae:6116.47510 [542] validation_0-mae:5189.73779 validation_1-mae:6117.12109 [543] validation_0-mae:5188.62988 validation_1-mae:6117.43213 [544] validation_0-mae:5186.76074 validation_1-mae:6116.42480 [545] validation_0-mae:5185.68408 validation_1-mae:6116.18897 [546] validation_0-mae:5184.37549 validation_1-mae:6116.95850 [547] validation_0-mae:5182.59570 validation_1-mae:6116.78418 [548] validation_0-mae:5180.60107 validation_1-mae:6116.56787 [549] validation_0-mae:5179.45215 validation_1-mae:6116.52100 [550] validation_0-mae:5178.77588 validation_1-mae:6116.03613 [551] validation_0-mae:5178.43408 validation_1-mae:6116.18897 [552] validation_0-mae:5176.91455 validation_1-mae:6115.86475 [553] validation_0-mae:5175.89355 validation_1-mae:6115.51416 [554] validation_0-mae:5174.58789 validation_1-mae:6115.95752 [555] validation_0-mae:5174.28272 validation_1-mae:6115.93652 [556] validation_0-mae:5172.18164 validation_1-mae:6115.49170 [557] validation_0-mae:5169.82373 validation_1-mae:6114.60156 [558] validation_0-mae:5167.92578 validation_1-mae:6113.69824 [559] validation_0-mae:5166.79541 validation_1-mae:6113.36816 [560] validation_0-mae:5164.94678 validation_1-mae:6112.49414 [561] validation_0-mae:5162.44385 validation_1-mae:6112.36426 [562] validation_0-mae:5160.88379 validation_1-mae:6112.41895 [563] validation_0-mae:5159.52734 validation_1-mae:6112.08545 [564] validation_0-mae:5158.15723 validation_1-mae:6111.52002 [565] validation_0-mae:5156.74609 validation_1-mae:6110.84277 [566] validation_0-mae:5154.72803 validation_1-mae:6110.11084 [567] validation_0-mae:5153.41309 validation_1-mae:6109.41016 [568] validation_0-mae:5152.02246 validation_1-mae:6109.55225 [569] validation_0-mae:5151.54883 validation_1-mae:6109.27978 [570] validation_0-mae:5150.20947 validation_1-mae:6109.61328 [571] validation_0-mae:5149.26758 validation_1-mae:6109.12891 [572] validation_0-mae:5147.52051 validation_1-mae:6108.70654 [573] validation_0-mae:5146.25293 validation_1-mae:6108.61426 [574] validation_0-mae:5145.92676 validation_1-mae:6109.05957 [575] validation_0-mae:5144.84717 validation_1-mae:6109.25977 [576] validation_0-mae:5144.05127 validation_1-mae:6109.29297 [577] validation_0-mae:5142.50342 validation_1-mae:6108.53711 [578] validation_0-mae:5141.89746 validation_1-mae:6108.56201 [579] validation_0-mae:5139.58447 validation_1-mae:6107.95508 [580] validation_0-mae:5138.07129 validation_1-mae:6107.70361 [581] validation_0-mae:5134.11719 validation_1-mae:6106.97949 [582] validation_0-mae:5133.04688 validation_1-mae:6106.81787 [583] validation_0-mae:5129.94092 validation_1-mae:6106.31494 [584] validation_0-mae:5127.28223 validation_1-mae:6105.82568 [585] validation_0-mae:5126.83350 validation_1-mae:6105.78174 [586] validation_0-mae:5125.82617 validation_1-mae:6105.41162 [587] validation_0-mae:5125.45752 validation_1-mae:6105.29004 [588] validation_0-mae:5124.45264 validation_1-mae:6104.27930 [589] validation_0-mae:5122.64990 validation_1-mae:6104.59961 [590] validation_0-mae:5121.56397 validation_1-mae:6104.49219 [591] validation_0-mae:5120.61768 validation_1-mae:6104.62109 [592] validation_0-mae:5119.77978 validation_1-mae:6104.48438 [593] validation_0-mae:5118.24902 validation_1-mae:6104.18897 [594] validation_0-mae:5115.29102 validation_1-mae:6103.82666 [595] validation_0-mae:5112.13330 validation_1-mae:6102.31055 [596] validation_0-mae:5111.14160 validation_1-mae:6102.45898 [597] validation_0-mae:5108.92480 validation_1-mae:6102.22559 [598] validation_0-mae:5108.39795 validation_1-mae:6102.05273 [599] validation_0-mae:5105.63428 validation_1-mae:6101.94580 [600] validation_0-mae:5104.80469 validation_1-mae:6101.96143 [601] validation_0-mae:5102.42383 validation_1-mae:6101.33984 [602] validation_0-mae:5097.97607 validation_1-mae:6098.40869 [603] validation_0-mae:5095.27686 validation_1-mae:6097.63965 [604] validation_0-mae:5093.78906 validation_1-mae:6096.49805 [605] validation_0-mae:5092.29834 validation_1-mae:6096.91797 [606] validation_0-mae:5090.13184 validation_1-mae:6097.04688 [607] validation_0-mae:5089.07666 validation_1-mae:6097.34522 [608] validation_0-mae:5086.41260 validation_1-mae:6096.96387 [609] validation_0-mae:5084.93701 validation_1-mae:6096.96045 [610] validation_0-mae:5081.47900 validation_1-mae:6094.69922 [611] validation_0-mae:5080.26953 validation_1-mae:6094.84375 [612] validation_0-mae:5078.14893 validation_1-mae:6094.13574 [613] validation_0-mae:5076.70117 validation_1-mae:6093.43506 [614] validation_0-mae:5075.25977 validation_1-mae:6092.97412 [615] validation_0-mae:5073.37158 validation_1-mae:6092.48193 [616] validation_0-mae:5071.68262 validation_1-mae:6092.01025 [617] validation_0-mae:5070.19141 validation_1-mae:6091.38428 [618] validation_0-mae:5067.57617 validation_1-mae:6090.10303 [619] validation_0-mae:5066.23633 validation_1-mae:6089.07568 [620] validation_0-mae:5064.87939 validation_1-mae:6089.34326 [621] validation_0-mae:5063.06787 validation_1-mae:6088.93603 [622] validation_0-mae:5061.63428 validation_1-mae:6088.31738 [623] validation_0-mae:5059.77881 validation_1-mae:6088.07861 [624] validation_0-mae:5058.64160 validation_1-mae:6087.42334 [625] validation_0-mae:5056.42725 validation_1-mae:6086.66211 [626] validation_0-mae:5054.93750 validation_1-mae:6085.59717 [627] validation_0-mae:5052.84228 validation_1-mae:6083.73145 [628] validation_0-mae:5050.97266 validation_1-mae:6082.77295 [629] validation_0-mae:5049.28223 validation_1-mae:6082.22168 [630] validation_0-mae:5047.92676 validation_1-mae:6081.55078 [631] validation_0-mae:5045.80420 validation_1-mae:6081.23193 [632] validation_0-mae:5043.51318 validation_1-mae:6081.79639 [633] validation_0-mae:5041.23535 validation_1-mae:6081.45020 [634] validation_0-mae:5039.64648 validation_1-mae:6080.67969 [635] validation_0-mae:5038.71289 validation_1-mae:6080.85498 [636] validation_0-mae:5038.08789 validation_1-mae:6080.45508 [637] validation_0-mae:5036.96777 validation_1-mae:6080.61133 [638] validation_0-mae:5035.25879 validation_1-mae:6080.20068 [639] validation_0-mae:5033.94971 validation_1-mae:6079.64355 [640] validation_0-mae:5032.27002 validation_1-mae:6079.53174 [641] validation_0-mae:5031.57324 validation_1-mae:6079.32812 [642] validation_0-mae:5030.54346 validation_1-mae:6079.00293 [643] validation_0-mae:5028.37109 validation_1-mae:6078.09668 [644] validation_0-mae:5026.19775 validation_1-mae:6077.37256 [645] validation_0-mae:5023.39697 validation_1-mae:6077.37988 [646] validation_0-mae:5022.52881 validation_1-mae:6077.71191 [647] validation_0-mae:5021.57373 validation_1-mae:6077.53516 [648] validation_0-mae:5020.02881 validation_1-mae:6076.47022 [649] validation_0-mae:5018.93506 validation_1-mae:6076.38428 [650] validation_0-mae:5017.20020 validation_1-mae:6075.71728 [651] validation_0-mae:5014.35449 validation_1-mae:6076.03467 [652] validation_0-mae:5013.17920 validation_1-mae:6075.40576 [653] validation_0-mae:5012.08545 validation_1-mae:6075.65820 [654] validation_0-mae:5010.60889 validation_1-mae:6075.03760 [655] validation_0-mae:5007.88086 validation_1-mae:6074.13428 [656] validation_0-mae:5005.56201 validation_1-mae:6074.22412 [657] validation_0-mae:5004.24512 validation_1-mae:6073.41406 [658] validation_0-mae:5002.88623 validation_1-mae:6073.86035 [659] validation_0-mae:5001.02002 validation_1-mae:6074.39062 [660] validation_0-mae:4999.55371 validation_1-mae:6074.33154 [661] validation_0-mae:4997.97119 validation_1-mae:6074.19141 [662] validation_0-mae:4996.27051 validation_1-mae:6073.84814 [663] validation_0-mae:4995.74805 validation_1-mae:6074.17578 [664] validation_0-mae:4993.96680 validation_1-mae:6073.72412 [665] validation_0-mae:4993.20947 validation_1-mae:6073.72852 [666] validation_0-mae:4992.41064 validation_1-mae:6073.50684 [667] validation_0-mae:4992.05420 validation_1-mae:6073.55469 [668] validation_0-mae:4991.09033 validation_1-mae:6073.64453 [669] validation_0-mae:4990.54492 validation_1-mae:6073.89697 [670] validation_0-mae:4989.06934 validation_1-mae:6073.97510 [671] validation_0-mae:4988.01514 validation_1-mae:6073.67676 [672] validation_0-mae:4987.32666 validation_1-mae:6073.54004 [673] validation_0-mae:4986.95312 validation_1-mae:6073.75391 [674] validation_0-mae:4986.25684 validation_1-mae:6074.00928 [675] validation_0-mae:4985.59473 validation_1-mae:6073.86865 [676] validation_0-mae:4984.10254 validation_1-mae:6073.68750 [677] validation_0-mae:4983.36084 validation_1-mae:6073.65234 [678] validation_0-mae:4982.74170 validation_1-mae:6073.46338 [679] validation_0-mae:4981.43311 validation_1-mae:6073.65967 [680] validation_0-mae:4981.32422 validation_1-mae:6073.65723 [681] validation_0-mae:4979.64453 validation_1-mae:6073.33643 [682] validation_0-mae:4978.38428 validation_1-mae:6073.13379 [683] validation_0-mae:4975.69238 validation_1-mae:6072.77100 [684] validation_0-mae:4974.54492 validation_1-mae:6072.29443 [685] validation_0-mae:4973.18897 validation_1-mae:6071.93701 [686] validation_0-mae:4971.31348 validation_1-mae:6071.49170 [687] validation_0-mae:4970.29492 validation_1-mae:6071.66260 [688] validation_0-mae:4968.40625 validation_1-mae:6070.78711 [689] validation_0-mae:4966.45264 validation_1-mae:6070.93359 [690] validation_0-mae:4964.34326 validation_1-mae:6071.15869 [691] validation_0-mae:4962.71484 validation_1-mae:6071.32080 [692] validation_0-mae:4961.38770 validation_1-mae:6071.40576 [693] validation_0-mae:4960.46924 validation_1-mae:6071.13135 [694] validation_0-mae:4959.37598 validation_1-mae:6070.58838 [695] validation_0-mae:4957.82373 validation_1-mae:6069.67432 [696] validation_0-mae:4955.77100 validation_1-mae:6069.12988 [697] validation_0-mae:4954.93945 validation_1-mae:6069.03711 [698] validation_0-mae:4953.50635 validation_1-mae:6068.86279 [699] validation_0-mae:4951.16211 validation_1-mae:6069.32617 [700] validation_0-mae:4948.34863 validation_1-mae:6068.61182 [701] validation_0-mae:4947.02978 validation_1-mae:6068.02100 [702] validation_0-mae:4943.94629 validation_1-mae:6066.69043 [703] validation_0-mae:4942.96826 validation_1-mae:6067.23584 [704] validation_0-mae:4940.82812 validation_1-mae:6067.23242 [705] validation_0-mae:4938.66162 validation_1-mae:6066.94873 [706] validation_0-mae:4937.93652 validation_1-mae:6066.64404 [707] validation_0-mae:4935.20752 validation_1-mae:6065.97119 [708] validation_0-mae:4933.39795 validation_1-mae:6066.30029 [709] validation_0-mae:4930.97168 validation_1-mae:6066.35498 [710] validation_0-mae:4929.87891 validation_1-mae:6065.85693 [711] validation_0-mae:4927.69482 validation_1-mae:6066.03809 [712] validation_0-mae:4926.96338 validation_1-mae:6065.85645 [713] validation_0-mae:4926.38330 validation_1-mae:6065.54297 [714] validation_0-mae:4925.43994 validation_1-mae:6065.72363 [715] validation_0-mae:4923.93213 validation_1-mae:6064.82373 [716] validation_0-mae:4922.29688 validation_1-mae:6063.77734 [717] validation_0-mae:4921.20752 validation_1-mae:6064.08838 [718] validation_0-mae:4918.85303 validation_1-mae:6063.80957 [719] validation_0-mae:4916.83301 validation_1-mae:6063.43701 [720] validation_0-mae:4915.32080 validation_1-mae:6063.52344 [721] validation_0-mae:4913.11621 validation_1-mae:6063.02344 [722] validation_0-mae:4911.85156 validation_1-mae:6063.08545 [723] validation_0-mae:4910.97168 validation_1-mae:6062.90723 [724] validation_0-mae:4909.17871 validation_1-mae:6063.89307 [725] validation_0-mae:4907.35693 validation_1-mae:6063.25586 [726] validation_0-mae:4905.82617 validation_1-mae:6062.81885 [727] validation_0-mae:4904.12353 validation_1-mae:6062.15186 [728] validation_0-mae:4903.38623 validation_1-mae:6062.46289 [729] validation_0-mae:4900.60498 validation_1-mae:6061.23584 [730] validation_0-mae:4899.43555 validation_1-mae:6060.39648 [731] validation_0-mae:4898.67578 validation_1-mae:6060.27148 [732] validation_0-mae:4898.36377 validation_1-mae:6060.33887 [733] validation_0-mae:4896.94092 validation_1-mae:6060.01172 [734] validation_0-mae:4894.80225 validation_1-mae:6059.52393 [735] validation_0-mae:4892.88623 validation_1-mae:6059.35889 [736] validation_0-mae:4890.98047 validation_1-mae:6059.23486 [737] validation_0-mae:4889.16650 validation_1-mae:6059.92578 [738] validation_0-mae:4887.78955 validation_1-mae:6059.63672 [739] validation_0-mae:4886.69287 validation_1-mae:6059.36963 [740] validation_0-mae:4885.92188 validation_1-mae:6059.30176 [741] validation_0-mae:4885.59668 validation_1-mae:6059.20215 [742] validation_0-mae:4884.85449 validation_1-mae:6059.19727 [743] validation_0-mae:4884.79492 validation_1-mae:6059.21973 [744] validation_0-mae:4884.45068 validation_1-mae:6059.27539 [745] validation_0-mae:4882.54150 validation_1-mae:6059.34766 [746] validation_0-mae:4881.31348 validation_1-mae:6058.66309 [747] validation_0-mae:4879.29932 validation_1-mae:6058.22803 [748] validation_0-mae:4878.19336 validation_1-mae:6058.58496 [749] validation_0-mae:4876.89893 validation_1-mae:6058.29932 [750] validation_0-mae:4875.85352 validation_1-mae:6058.19727 [751] validation_0-mae:4874.71875 validation_1-mae:6057.96143 [752] validation_0-mae:4873.49023 validation_1-mae:6057.77441 [753] validation_0-mae:4872.49414 validation_1-mae:6058.00537 [754] validation_0-mae:4870.07129 validation_1-mae:6056.91016 [755] validation_0-mae:4869.18994 validation_1-mae:6056.74561 [756] validation_0-mae:4867.00293 validation_1-mae:6056.28760 [757] validation_0-mae:4865.11621 validation_1-mae:6055.69043 [758] validation_0-mae:4863.99463 validation_1-mae:6055.93457 [759] validation_0-mae:4861.92188 validation_1-mae:6056.12793 [760] validation_0-mae:4860.60693 validation_1-mae:6055.69922 [761] validation_0-mae:4859.15918 validation_1-mae:6055.76953 [762] validation_0-mae:4858.26270 validation_1-mae:6055.79004 [763] validation_0-mae:4857.36816 validation_1-mae:6055.39551 [764] validation_0-mae:4855.27197 validation_1-mae:6054.21777 [765] validation_0-mae:4854.40283 validation_1-mae:6054.08252 [766] validation_0-mae:4852.02246 validation_1-mae:6054.00000 [767] validation_0-mae:4850.21045 validation_1-mae:6054.29980 [768] validation_0-mae:4848.87061 validation_1-mae:6054.33105 [769] validation_0-mae:4847.54736 validation_1-mae:6054.57471 [770] validation_0-mae:4846.17969 validation_1-mae:6054.24170 [771] validation_0-mae:4845.57178 validation_1-mae:6054.50537 [772] validation_0-mae:4842.43750 validation_1-mae:6054.60645 [773] validation_0-mae:4839.37939 validation_1-mae:6054.82520 [774] validation_0-mae:4837.38428 validation_1-mae:6055.19678 [775] validation_0-mae:4834.33936 validation_1-mae:6054.02441 [776] validation_0-mae:4832.23340 validation_1-mae:6054.34326 [777] validation_0-mae:4831.26953 validation_1-mae:6054.59082 [778] validation_0-mae:4828.88330 validation_1-mae:6053.00732 [779] validation_0-mae:4827.44824 validation_1-mae:6052.70947 [780] validation_0-mae:4825.31836 validation_1-mae:6051.79639 [781] validation_0-mae:4823.26562 validation_1-mae:6051.31543 [782] validation_0-mae:4821.41309 validation_1-mae:6051.07959 [783] validation_0-mae:4820.32861 validation_1-mae:6050.76172 [784] validation_0-mae:4817.65088 validation_1-mae:6050.44775 [785] validation_0-mae:4817.15430 validation_1-mae:6050.27783 [786] validation_0-mae:4815.72217 validation_1-mae:6049.44727 [787] validation_0-mae:4814.79443 validation_1-mae:6048.57861 [788] validation_0-mae:4814.05029 validation_1-mae:6049.03467 [789] validation_0-mae:4812.44824 validation_1-mae:6048.64160 [790] validation_0-mae:4810.89551 validation_1-mae:6048.18652 [791] validation_0-mae:4809.35693 validation_1-mae:6048.27930 [792] validation_0-mae:4808.66406 validation_1-mae:6048.18359 [793] validation_0-mae:4807.60107 validation_1-mae:6048.22510 [794] validation_0-mae:4807.54346 validation_1-mae:6048.19922 [795] validation_0-mae:4806.58740 validation_1-mae:6047.90625 [796] validation_0-mae:4804.22070 validation_1-mae:6048.08691 [797] validation_0-mae:4802.23242 validation_1-mae:6047.46875 [798] validation_0-mae:4800.12988 validation_1-mae:6047.17676 [799] validation_0-mae:4799.04834 validation_1-mae:6046.56494 [800] validation_0-mae:4798.01318 validation_1-mae:6046.68213 [801] validation_0-mae:4797.00244 validation_1-mae:6046.66602 [802] validation_0-mae:4796.26807 validation_1-mae:6047.01025 [803] validation_0-mae:4794.72900 validation_1-mae:6046.60645 [804] validation_0-mae:4791.61230 validation_1-mae:6045.59033 [805] validation_0-mae:4790.01416 validation_1-mae:6045.27734 [806] validation_0-mae:4789.24316 validation_1-mae:6045.03906 [807] validation_0-mae:4787.27246 validation_1-mae:6044.57031 [808] validation_0-mae:4785.58496 validation_1-mae:6044.88867 [809] validation_0-mae:4784.36182 validation_1-mae:6044.73584 [810] validation_0-mae:4783.64355 validation_1-mae:6044.46973 [811] validation_0-mae:4782.05469 validation_1-mae:6044.22314 [812] validation_0-mae:4780.96338 validation_1-mae:6044.06006 [813] validation_0-mae:4780.34082 validation_1-mae:6044.14551 [814] validation_0-mae:4780.00244 validation_1-mae:6044.30322 [815] validation_0-mae:4779.45459 validation_1-mae:6044.26318 [816] validation_0-mae:4779.37988 validation_1-mae:6044.24609 [817] validation_0-mae:4779.04492 validation_1-mae:6044.40137 [818] validation_0-mae:4778.31592 validation_1-mae:6044.37012 [819] validation_0-mae:4777.17139 validation_1-mae:6044.85645 [820] validation_0-mae:4776.19531 validation_1-mae:6044.51270 [821] validation_0-mae:4775.50977 validation_1-mae:6044.50586 [822] validation_0-mae:4774.43115 validation_1-mae:6044.02100 [823] validation_0-mae:4773.63818 validation_1-mae:6043.67773 [824] validation_0-mae:4772.11914 validation_1-mae:6043.47217 [825] validation_0-mae:4769.96582 validation_1-mae:6042.94678 [826] validation_0-mae:4769.02148 validation_1-mae:6042.58252 [827] validation_0-mae:4768.97559 validation_1-mae:6042.57715 [828] validation_0-mae:4767.89941 validation_1-mae:6042.16260 [829] validation_0-mae:4767.20801 validation_1-mae:6042.24805 [830] validation_0-mae:4766.36768 validation_1-mae:6043.02978 [831] validation_0-mae:4765.28369 validation_1-mae:6042.74658 [832] validation_0-mae:4764.22314 validation_1-mae:6042.78809 [833] validation_0-mae:4763.61084 validation_1-mae:6042.62647 [834] validation_0-mae:4762.77832 validation_1-mae:6042.91504 [835] validation_0-mae:4762.62500 validation_1-mae:6042.80029 [836] validation_0-mae:4760.86914 validation_1-mae:6042.72998 [837] validation_0-mae:4760.23730 validation_1-mae:6042.71728 [838] validation_0-mae:4759.25586 validation_1-mae:6042.58203 [839] validation_0-mae:4758.50586 validation_1-mae:6042.57129 [840] validation_0-mae:4757.26025 validation_1-mae:6042.64062 [841] validation_0-mae:4756.71533 validation_1-mae:6042.41846 [842] validation_0-mae:4755.12451 validation_1-mae:6042.09570 [843] validation_0-mae:4754.31836 validation_1-mae:6041.87500 [844] validation_0-mae:4752.70898 validation_1-mae:6041.60693 [845] validation_0-mae:4751.24365 validation_1-mae:6041.76416 [846] validation_0-mae:4749.27881 validation_1-mae:6041.18945 [847] validation_0-mae:4747.72803 validation_1-mae:6040.48486 [848] validation_0-mae:4746.20557 validation_1-mae:6040.59717 [849] validation_0-mae:4745.28809 validation_1-mae:6040.42432 [850] validation_0-mae:4743.65478 validation_1-mae:6040.35938 [851] validation_0-mae:4741.63184 validation_1-mae:6040.28906 [852] validation_0-mae:4739.45996 validation_1-mae:6040.19385 [853] validation_0-mae:4738.82031 validation_1-mae:6040.14551 [854] validation_0-mae:4738.27978 validation_1-mae:6040.12939 [855] validation_0-mae:4738.24121 validation_1-mae:6040.11914 [856] validation_0-mae:4737.60986 validation_1-mae:6040.12793 [857] validation_0-mae:4736.31201 validation_1-mae:6039.34228 [858] validation_0-mae:4734.98193 validation_1-mae:6038.84863 [859] validation_0-mae:4734.41260 validation_1-mae:6038.70996 [860] validation_0-mae:4732.52295 validation_1-mae:6038.86475 [861] validation_0-mae:4730.62695 validation_1-mae:6038.43750 [862] validation_0-mae:4728.84180 validation_1-mae:6038.34277 [863] validation_0-mae:4727.87061 validation_1-mae:6038.16846 [864] validation_0-mae:4726.22510 validation_1-mae:6038.25147 [865] validation_0-mae:4724.89062 validation_1-mae:6037.89844 [866] validation_0-mae:4722.01953 validation_1-mae:6037.29395 [867] validation_0-mae:4719.84033 validation_1-mae:6036.74316 [868] validation_0-mae:4719.22070 validation_1-mae:6036.75439 [869] validation_0-mae:4718.00586 validation_1-mae:6036.58936 [870] validation_0-mae:4716.55225 validation_1-mae:6035.94531 [871] validation_0-mae:4715.25830 validation_1-mae:6036.05078 [872] validation_0-mae:4712.51416 validation_1-mae:6034.62549 [873] validation_0-mae:4711.85889 validation_1-mae:6034.30762 [874] validation_0-mae:4710.90772 validation_1-mae:6034.31836 [875] validation_0-mae:4710.05713 validation_1-mae:6034.27686 [876] validation_0-mae:4709.05518 validation_1-mae:6033.64355 [877] validation_0-mae:4707.83887 validation_1-mae:6033.50537 [878] validation_0-mae:4705.93311 validation_1-mae:6032.64746 [879] validation_0-mae:4705.12061 validation_1-mae:6032.63818 [880] validation_0-mae:4704.11475 validation_1-mae:6032.88916 [881] validation_0-mae:4702.39258 validation_1-mae:6032.93311 [882] validation_0-mae:4702.10059 validation_1-mae:6032.73340 [883] validation_0-mae:4701.53027 validation_1-mae:6032.40869 [884] validation_0-mae:4700.55078 validation_1-mae:6031.87256 [885] validation_0-mae:4699.17676 validation_1-mae:6032.17139 [886] validation_0-mae:4698.34228 validation_1-mae:6031.73926 [887] validation_0-mae:4697.19922 validation_1-mae:6031.32227 [888] validation_0-mae:4696.52539 validation_1-mae:6031.18506 [889] validation_0-mae:4696.13135 validation_1-mae:6031.41113 [890] validation_0-mae:4695.20166 validation_1-mae:6031.61035 [891] validation_0-mae:4693.91406 validation_1-mae:6031.31103 [892] validation_0-mae:4692.90234 validation_1-mae:6030.97168 [893] validation_0-mae:4690.88574 validation_1-mae:6030.83008 [894] validation_0-mae:4689.86572 validation_1-mae:6030.34814 [895] validation_0-mae:4686.23047 validation_1-mae:6029.23096 [896] validation_0-mae:4685.80029 validation_1-mae:6029.35449 [897] validation_0-mae:4685.53174 validation_1-mae:6029.22461 [898] validation_0-mae:4684.66504 validation_1-mae:6029.09522 [899] validation_0-mae:4682.65039 validation_1-mae:6029.11084 [900] validation_0-mae:4680.47754 validation_1-mae:6029.67139 [901] validation_0-mae:4679.69238 validation_1-mae:6029.99121 [902] validation_0-mae:4677.28125 validation_1-mae:6029.74121 [903] validation_0-mae:4676.97656 validation_1-mae:6029.57129 [904] validation_0-mae:4675.96533 validation_1-mae:6029.52002 [905] validation_0-mae:4673.88135 validation_1-mae:6029.36328 [906] validation_0-mae:4672.31103 validation_1-mae:6029.34912 [907] validation_0-mae:4671.81934 validation_1-mae:6029.12061 [908] validation_0-mae:4670.71875 validation_1-mae:6028.76758 [909] validation_0-mae:4669.61621 validation_1-mae:6029.18945 [910] validation_0-mae:4669.22412 validation_1-mae:6029.18213 [911] validation_0-mae:4668.72168 validation_1-mae:6029.22852 [912] validation_0-mae:4667.51123 validation_1-mae:6028.84766 [913] validation_0-mae:4666.55225 validation_1-mae:6029.14551 [914] validation_0-mae:4665.67725 validation_1-mae:6029.04541 [915] validation_0-mae:4663.75293 validation_1-mae:6029.71387 [916] validation_0-mae:4662.59619 validation_1-mae:6029.67139 [917] validation_0-mae:4660.27978 validation_1-mae:6030.12353 [918] validation_0-mae:4658.84131 validation_1-mae:6030.17432 [919] validation_0-mae:4658.00488 validation_1-mae:6030.31738 [920] validation_0-mae:4657.41748 validation_1-mae:6030.11768 [921] validation_0-mae:4656.13281 validation_1-mae:6030.00684 [922] validation_0-mae:4654.76904 validation_1-mae:6029.81689 [923] validation_0-mae:4653.28223 validation_1-mae:6029.91895 [924] validation_0-mae:4651.81543 validation_1-mae:6028.81445 [925] validation_0-mae:4650.30273 validation_1-mae:6028.64307 [926] validation_0-mae:4650.01904 validation_1-mae:6028.50781 [927] validation_0-mae:4648.68262 validation_1-mae:6028.28320 [928] validation_0-mae:4647.88477 validation_1-mae:6027.97754 [929] validation_0-mae:4647.21826 validation_1-mae:6027.91748 [930] validation_0-mae:4645.46191 validation_1-mae:6027.30225 [931] validation_0-mae:4644.16797 validation_1-mae:6028.16504 [932] validation_0-mae:4642.87842 validation_1-mae:6027.86182 [933] validation_0-mae:4641.72656 validation_1-mae:6027.85254 [934] validation_0-mae:4641.11182 validation_1-mae:6027.75049 [935] validation_0-mae:4640.61816 validation_1-mae:6027.76611 [936] validation_0-mae:4640.16113 validation_1-mae:6027.53320 [937] validation_0-mae:4638.98730 validation_1-mae:6027.46680 [938] validation_0-mae:4637.80176 validation_1-mae:6027.36816 [939] validation_0-mae:4637.15478 validation_1-mae:6027.32617 [940] validation_0-mae:4636.61230 validation_1-mae:6027.18311 [941] validation_0-mae:4636.00879 validation_1-mae:6026.76025 [942] validation_0-mae:4635.44189 validation_1-mae:6026.81641 [943] validation_0-mae:4634.81299 validation_1-mae:6026.68945 [944] validation_0-mae:4632.30957 validation_1-mae:6025.33838 [945] validation_0-mae:4630.57031 validation_1-mae:6025.15576 [946] validation_0-mae:4629.53418 validation_1-mae:6025.58984 [947] validation_0-mae:4628.65332 validation_1-mae:6025.45166 [948] validation_0-mae:4628.37158 validation_1-mae:6025.57080 [949] validation_0-mae:4626.72412 validation_1-mae:6025.48438 [950] validation_0-mae:4626.25488 validation_1-mae:6025.18994 [951] validation_0-mae:4624.93652 validation_1-mae:6025.27686 [952] validation_0-mae:4624.01709 validation_1-mae:6024.95605 [953] validation_0-mae:4623.45947 validation_1-mae:6024.88477 [954] validation_0-mae:4622.39746 validation_1-mae:6024.96484 [955] validation_0-mae:4620.87402 validation_1-mae:6025.34228 [956] validation_0-mae:4618.78027 validation_1-mae:6024.43408 [957] validation_0-mae:4616.92432 validation_1-mae:6023.76562 [958] validation_0-mae:4615.70508 validation_1-mae:6024.50635 [959] validation_0-mae:4614.29297 validation_1-mae:6024.21826 [960] validation_0-mae:4613.21143 validation_1-mae:6023.96973 [961] validation_0-mae:4611.02832 validation_1-mae:6023.48633 [962] validation_0-mae:4609.52588 validation_1-mae:6023.31348 [963] validation_0-mae:4608.28320 validation_1-mae:6023.39209 [964] validation_0-mae:4607.22803 validation_1-mae:6023.36621 [965] validation_0-mae:4606.63232 validation_1-mae:6023.30371 [966] validation_0-mae:4606.18750 validation_1-mae:6023.17041 [967] validation_0-mae:4605.33154 validation_1-mae:6023.01514 [968] validation_0-mae:4604.45459 validation_1-mae:6022.77051 [969] validation_0-mae:4603.31836 validation_1-mae:6022.79053 [970] validation_0-mae:4602.34131 validation_1-mae:6023.21728 [971] validation_0-mae:4601.40967 validation_1-mae:6023.07031 [972] validation_0-mae:4600.96436 validation_1-mae:6022.99072 [973] validation_0-mae:4600.09375 validation_1-mae:6022.89648 [974] validation_0-mae:4599.31152 validation_1-mae:6022.64893 [975] validation_0-mae:4598.82959 validation_1-mae:6022.96582 [976] validation_0-mae:4598.10400 validation_1-mae:6022.75635 [977] validation_0-mae:4596.18799 validation_1-mae:6022.30322 [978] validation_0-mae:4595.48779 validation_1-mae:6022.61914 [979] validation_0-mae:4595.43164 validation_1-mae:6022.65820 [980] validation_0-mae:4595.37500 validation_1-mae:6022.72363 [981] validation_0-mae:4594.04883 validation_1-mae:6023.20166 [982] validation_0-mae:4591.93945 validation_1-mae:6022.67090 [983] validation_0-mae:4591.09863 validation_1-mae:6023.33252 [984] validation_0-mae:4589.85840 validation_1-mae:6023.06299 [985] validation_0-mae:4589.22656 validation_1-mae:6023.56494 [986] validation_0-mae:4588.65332 validation_1-mae:6023.64014 [987] validation_0-mae:4588.03418 validation_1-mae:6023.76318 [988] validation_0-mae:4587.50732 validation_1-mae:6024.00000 [989] validation_0-mae:4586.26025 validation_1-mae:6023.28662 [990] validation_0-mae:4585.08301 validation_1-mae:6023.09033 [991] validation_0-mae:4583.87207 validation_1-mae:6023.33301 [992] validation_0-mae:4582.80469 validation_1-mae:6023.50684 [993] validation_0-mae:4580.96338 validation_1-mae:6023.34424 [994] validation_0-mae:4580.13037 validation_1-mae:6023.12500 [995] validation_0-mae:4579.01318 validation_1-mae:6023.22510 [996] validation_0-mae:4577.19971 validation_1-mae:6023.17236 [997] validation_0-mae:4576.49316 validation_1-mae:6023.23535 [998] validation_0-mae:4574.82422 validation_1-mae:6023.32080 [999] validation_0-mae:4573.52002 validation_1-mae:6022.67432 [1000] validation_0-mae:4571.87061 validation_1-mae:6021.80322 [1001] validation_0-mae:4569.46436 validation_1-mae:6021.01025 [1002] validation_0-mae:4568.21973 validation_1-mae:6020.69727 [1003] validation_0-mae:4567.97510 validation_1-mae:6020.49658 [1004] validation_0-mae:4567.23633 validation_1-mae:6020.27441 [1005] validation_0-mae:4566.60156 validation_1-mae:6019.91406 [1006] validation_0-mae:4565.10791 validation_1-mae:6019.14160 [1007] validation_0-mae:4562.79541 validation_1-mae:6017.74561 [1008] validation_0-mae:4561.70508 validation_1-mae:6017.85547 [1009] validation_0-mae:4561.00098 validation_1-mae:6017.58936 [1010] validation_0-mae:4560.59180 validation_1-mae:6017.52978 [1011] validation_0-mae:4559.55908 validation_1-mae:6017.39062 [1012] validation_0-mae:4558.35938 validation_1-mae:6017.55322 [1013] validation_0-mae:4557.33252 validation_1-mae:6017.35938 [1014] validation_0-mae:4556.47070 validation_1-mae:6017.07275 [1015] validation_0-mae:4555.44531 validation_1-mae:6017.12256 [1016] validation_0-mae:4554.65381 validation_1-mae:6016.75000 [1017] validation_0-mae:4552.71191 validation_1-mae:6016.16895 [1018] validation_0-mae:4551.61182 validation_1-mae:6015.97217 [1019] validation_0-mae:4550.72803 validation_1-mae:6016.42529 [1020] validation_0-mae:4550.21875 validation_1-mae:6016.48584 [1021] validation_0-mae:4549.64111 validation_1-mae:6016.30322 [1022] validation_0-mae:4548.65772 validation_1-mae:6016.00342 [1023] validation_0-mae:4546.46436 validation_1-mae:6014.95508 [1024] validation_0-mae:4545.43213 validation_1-mae:6015.12109 [1025] validation_0-mae:4543.68066 validation_1-mae:6014.52881 [1026] validation_0-mae:4542.51758 validation_1-mae:6014.28418 [1027] validation_0-mae:4541.26074 validation_1-mae:6014.12891 [1028] validation_0-mae:4540.11572 validation_1-mae:6014.28027 [1029] validation_0-mae:4538.50830 validation_1-mae:6014.34033 [1030] validation_0-mae:4537.62061 validation_1-mae:6014.44141 [1031] validation_0-mae:4536.67676 validation_1-mae:6014.95703 [1032] validation_0-mae:4535.99414 validation_1-mae:6015.11523 [1033] validation_0-mae:4534.85205 validation_1-mae:6015.30469 [1034] validation_0-mae:4533.73633 validation_1-mae:6015.17969 [1035] validation_0-mae:4532.56006 validation_1-mae:6014.94678 [1036] validation_0-mae:4531.80615 validation_1-mae:6014.95020 [1037] validation_0-mae:4530.37598 validation_1-mae:6014.09863 [1038] validation_0-mae:4529.12695 validation_1-mae:6013.88428 [1039] validation_0-mae:4528.00244 validation_1-mae:6013.35645 [1040] validation_0-mae:4527.04883 validation_1-mae:6013.58447 [1041] validation_0-mae:4525.71533 validation_1-mae:6013.46191 [1042] validation_0-mae:4524.60840 validation_1-mae:6013.18652 [1043] validation_0-mae:4523.31494 validation_1-mae:6013.09277 [1044] validation_0-mae:4522.55420 validation_1-mae:6013.39648 [1045] validation_0-mae:4521.96191 validation_1-mae:6013.26660 [1046] validation_0-mae:4521.12939 validation_1-mae:6013.29150 [1047] validation_0-mae:4520.24561 validation_1-mae:6013.00098 [1048] validation_0-mae:4519.30273 validation_1-mae:6012.75879 [1049] validation_0-mae:4518.18506 validation_1-mae:6012.49951 [1050] validation_0-mae:4517.07812 validation_1-mae:6012.89404 [1051] validation_0-mae:4516.34326 validation_1-mae:6012.90772 [1052] validation_0-mae:4515.66357 validation_1-mae:6012.80859 [1053] validation_0-mae:4514.47022 validation_1-mae:6012.79688 [1054] validation_0-mae:4513.32080 validation_1-mae:6013.75977 [1055] validation_0-mae:4512.21191 validation_1-mae:6013.88281 [1056] validation_0-mae:4510.29785 validation_1-mae:6013.29199 [1057] validation_0-mae:4509.17920 validation_1-mae:6013.30615 [1058] validation_0-mae:4508.12647 validation_1-mae:6013.35986 [1059] validation_0-mae:4506.50732 validation_1-mae:6012.36230 [1060] validation_0-mae:4505.70166 validation_1-mae:6012.19824 [1061] validation_0-mae:4505.27002 validation_1-mae:6012.03564 [1062] validation_0-mae:4505.08643 validation_1-mae:6012.29736 [1063] validation_0-mae:4504.43994 validation_1-mae:6012.30127 [1064] validation_0-mae:4503.53857 validation_1-mae:6012.41504 [1065] validation_0-mae:4501.74170 validation_1-mae:6012.19824 [1066] validation_0-mae:4500.57422 validation_1-mae:6012.68311 [1067] validation_0-mae:4499.64062 validation_1-mae:6012.40820 [1068] validation_0-mae:4498.70508 validation_1-mae:6012.18994 [1069] validation_0-mae:4497.23486 validation_1-mae:6011.74268 [1070] validation_0-mae:4495.34326 validation_1-mae:6012.14258 [1071] validation_0-mae:4493.85400 validation_1-mae:6011.48975 [1072] validation_0-mae:4493.10254 validation_1-mae:6011.85889 [1073] validation_0-mae:4491.75635 validation_1-mae:6011.91895 [1074] validation_0-mae:4491.11670 validation_1-mae:6011.88623 [1075] validation_0-mae:4490.26953 validation_1-mae:6011.92480 [1076] validation_0-mae:4489.46484 validation_1-mae:6011.97607 [1077] validation_0-mae:4488.16797 validation_1-mae:6011.71191 [1078] validation_0-mae:4487.54395 validation_1-mae:6011.63330 [1079] validation_0-mae:4485.71680 validation_1-mae:6012.09277 [1080] validation_0-mae:4484.83447 validation_1-mae:6011.87695 [1081] validation_0-mae:4482.81103 validation_1-mae:6010.96728 [1082] validation_0-mae:4481.71094 validation_1-mae:6011.65674 [1083] validation_0-mae:4479.49561 validation_1-mae:6011.84180 [1084] validation_0-mae:4478.98486 validation_1-mae:6011.79639 [1085] validation_0-mae:4478.53906 validation_1-mae:6011.66553 [1086] validation_0-mae:4477.26807 validation_1-mae:6012.39990 [1087] validation_0-mae:4476.69775 validation_1-mae:6012.23389 [1088] validation_0-mae:4476.38965 validation_1-mae:6012.42334 [1089] validation_0-mae:4474.62353 validation_1-mae:6012.67188 [1090] validation_0-mae:4472.72705 validation_1-mae:6012.95801 [1091] validation_0-mae:4471.46387 validation_1-mae:6012.61621 [1092] validation_0-mae:4470.07959 validation_1-mae:6012.73975 [1093] validation_0-mae:4468.44775 validation_1-mae:6013.03906 [1094] validation_0-mae:4467.76318 validation_1-mae:6012.91113 [1095] validation_0-mae:4467.43848 validation_1-mae:6012.73486 [1096] validation_0-mae:4466.68311 validation_1-mae:6012.63037 [1097] validation_0-mae:4465.65918 validation_1-mae:6012.93359 [1098] validation_0-mae:4465.05371 validation_1-mae:6012.75439 [1099] validation_0-mae:4464.75977 validation_1-mae:6012.65430 [1100] validation_0-mae:4463.97852 validation_1-mae:6012.59082 [1101] validation_0-mae:4462.18603 validation_1-mae:6012.04736 [1102] validation_0-mae:4460.73730 validation_1-mae:6012.08105 [1103] validation_0-mae:4460.14551 validation_1-mae:6012.28467 [1104] validation_0-mae:4458.66016 validation_1-mae:6012.55469 [1105] validation_0-mae:4457.31055 validation_1-mae:6012.61182 [1106] validation_0-mae:4456.61621 validation_1-mae:6012.64258 [1107] validation_0-mae:4454.99219 validation_1-mae:6013.39502 [1108] validation_0-mae:4454.46289 validation_1-mae:6013.25732 [1109] validation_0-mae:4453.78564 validation_1-mae:6013.36035 [1110] validation_0-mae:4453.55518 validation_1-mae:6013.30664 [1111] validation_0-mae:4452.52686 validation_1-mae:6013.22070 [1112] validation_0-mae:4451.83057 validation_1-mae:6012.98486 [1113] validation_0-mae:4450.81982 validation_1-mae:6012.75488 [1114] validation_0-mae:4449.68164 validation_1-mae:6012.81397 [1115] validation_0-mae:4448.08789 validation_1-mae:6013.01709 [1116] validation_0-mae:4446.67334 validation_1-mae:6013.07471 [1117] validation_0-mae:4444.83789 validation_1-mae:6013.19092 [1118] validation_0-mae:4444.62647 validation_1-mae:6013.11621 [1119] validation_0-mae:4443.99756 validation_1-mae:6013.05713 [1120] validation_0-mae:4442.83691 validation_1-mae:6012.90283 [1121] validation_0-mae:4441.83545 validation_1-mae:6012.79590 [1122] validation_0-mae:4440.42920 validation_1-mae:6012.74219 [1123] validation_0-mae:4439.73828 validation_1-mae:6012.63232 [1124] validation_0-mae:4438.51660 validation_1-mae:6012.72461 [1125] validation_0-mae:4437.60010 validation_1-mae:6012.84863 [1126] validation_0-mae:4435.30420 validation_1-mae:6011.98926 [1127] validation_0-mae:4434.34863 validation_1-mae:6012.09277 [1128] validation_0-mae:4433.17480 validation_1-mae:6011.76758 [1129] validation_0-mae:4431.98730 validation_1-mae:6012.03369 [1130] validation_0-mae:4430.11621 validation_1-mae:6011.78809 [1131] validation_0-mae:4428.65674 validation_1-mae:6011.46924 [1132] validation_0-mae:4426.83691 validation_1-mae:6011.43897 [1133] validation_0-mae:4424.25049 validation_1-mae:6011.08594 [1134] validation_0-mae:4422.09766 validation_1-mae:6010.90186 [1135] validation_0-mae:4420.04395 validation_1-mae:6010.51562 [1136] validation_0-mae:4418.94434 validation_1-mae:6010.33301 [1137] validation_0-mae:4417.19775 validation_1-mae:6010.66553 [1138] validation_0-mae:4415.97998 validation_1-mae:6010.31201 [1139] validation_0-mae:4414.80225 validation_1-mae:6009.55420 [1140] validation_0-mae:4413.94043 validation_1-mae:6009.29932 [1141] validation_0-mae:4413.21338 validation_1-mae:6009.21875 [1142] validation_0-mae:4412.00439 validation_1-mae:6008.80225 [1143] validation_0-mae:4409.98242 validation_1-mae:6009.79834 [1144] validation_0-mae:4409.33789 validation_1-mae:6009.46680 [1145] validation_0-mae:4408.49512 validation_1-mae:6009.13770 [1146] validation_0-mae:4407.98633 validation_1-mae:6008.77637 [1147] validation_0-mae:4407.52051 validation_1-mae:6008.47070 [1148] validation_0-mae:4406.13770 validation_1-mae:6007.75830 [1149] validation_0-mae:4405.82666 validation_1-mae:6007.86865 [1150] validation_0-mae:4404.35889 validation_1-mae:6008.05811 [1151] validation_0-mae:4402.50000 validation_1-mae:6007.07568 [1152] validation_0-mae:4401.32422 validation_1-mae:6006.59277 [1153] validation_0-mae:4400.44287 validation_1-mae:6006.47412 [1154] validation_0-mae:4398.50244 validation_1-mae:6007.23096 [1155] validation_0-mae:4397.02441 validation_1-mae:6007.04590 [1156] validation_0-mae:4396.51807 validation_1-mae:6006.75000 [1157] validation_0-mae:4395.23242 validation_1-mae:6006.88574 [1158] validation_0-mae:4394.29297 validation_1-mae:6006.95312 [1159] validation_0-mae:4393.30566 validation_1-mae:6007.38525 [1160] validation_0-mae:4393.01416 validation_1-mae:6007.40430 [1161] validation_0-mae:4391.79980 validation_1-mae:6006.95557 [1162] validation_0-mae:4390.70703 validation_1-mae:6006.60010 [1163] validation_0-mae:4389.19629 validation_1-mae:6006.40625 [1164] validation_0-mae:4388.30322 validation_1-mae:6006.39111 [1165] validation_0-mae:4388.03369 validation_1-mae:6006.43408 [1166] validation_0-mae:4387.45801 validation_1-mae:6006.32275 [1167] validation_0-mae:4386.23389 validation_1-mae:6006.65723 [1168] validation_0-mae:4385.79150 validation_1-mae:6006.62500 [1169] validation_0-mae:4384.46973 validation_1-mae:6006.53174 [1170] validation_0-mae:4383.86426 validation_1-mae:6006.58740 [1171] validation_0-mae:4383.42090 validation_1-mae:6006.71533 [1172] validation_0-mae:4382.15088 validation_1-mae:6006.89746 [1173] validation_0-mae:4380.75928 validation_1-mae:6006.24072 [1174] validation_0-mae:4380.01270 validation_1-mae:6005.94824 [1175] validation_0-mae:4378.71338 validation_1-mae:6006.20850 [1176] validation_0-mae:4377.35156 validation_1-mae:6005.99414 [1177] validation_0-mae:4376.21875 validation_1-mae:6005.72998 [1178] validation_0-mae:4375.30469 validation_1-mae:6005.29395 [1179] validation_0-mae:4374.38525 validation_1-mae:6004.94238 [1180] validation_0-mae:4373.45410 validation_1-mae:6004.55420 [1181] validation_0-mae:4372.25684 validation_1-mae:6004.12500 [1182] validation_0-mae:4371.43164 validation_1-mae:6004.33447 [1183] validation_0-mae:4370.01709 validation_1-mae:6004.04199 [1184] validation_0-mae:4368.44043 validation_1-mae:6003.87500 [1185] validation_0-mae:4366.95557 validation_1-mae:6002.98584 [1186] validation_0-mae:4365.98242 validation_1-mae:6002.39062 [1187] validation_0-mae:4364.87305 validation_1-mae:6002.64600 [1188] validation_0-mae:4363.72168 validation_1-mae:6003.07568 [1189] validation_0-mae:4363.10791 validation_1-mae:6003.30859 [1190] validation_0-mae:4362.49170 validation_1-mae:6003.36816 [1191] validation_0-mae:4362.17334 validation_1-mae:6003.28272 [1192] validation_0-mae:4361.33252 validation_1-mae:6003.27588 [1193] validation_0-mae:4360.73584 validation_1-mae:6003.66064 [1194] validation_0-mae:4359.72656 validation_1-mae:6003.86768 [1195] validation_0-mae:4358.37549 validation_1-mae:6003.97314 [1196] validation_0-mae:4357.12549 validation_1-mae:6004.02978 [1197] validation_0-mae:4356.35547 validation_1-mae:6004.23682 [1198] validation_0-mae:4355.99463 validation_1-mae:6004.14795 [1199] validation_0-mae:4355.25537 validation_1-mae:6003.81934 [1200] validation_0-mae:4354.17725 validation_1-mae:6003.32422 [1201] validation_0-mae:4353.57275 validation_1-mae:6003.23926 [1202] validation_0-mae:4352.76416 validation_1-mae:6003.19238 [1203] validation_0-mae:4352.32129 validation_1-mae:6002.94434 [1204] validation_0-mae:4351.86426 validation_1-mae:6002.42090 [1205] validation_0-mae:4351.67432 validation_1-mae:6002.29590 [1206] validation_0-mae:4350.86377 validation_1-mae:6002.35596 [1207] validation_0-mae:4350.56787 validation_1-mae:6002.30469 [1208] validation_0-mae:4349.43994 validation_1-mae:6002.39404 [1209] validation_0-mae:4348.95801 validation_1-mae:6002.58984 [1210] validation_0-mae:4348.23535 validation_1-mae:6002.76514 [1211] validation_0-mae:4347.36084 validation_1-mae:6003.02490 [1212] validation_0-mae:4346.87842 validation_1-mae:6002.89355 [1213] validation_0-mae:4346.41650 validation_1-mae:6002.99951 [1214] validation_0-mae:4345.62744 validation_1-mae:6002.94434 [1215] validation_0-mae:4344.24414 validation_1-mae:6002.49414 [1216] validation_0-mae:4343.22412 validation_1-mae:6002.61328 [1217] validation_0-mae:4341.77295 validation_1-mae:6002.57959 [1218] validation_0-mae:4341.05127 validation_1-mae:6002.68213 [1219] validation_0-mae:4340.69873 validation_1-mae:6002.72510 [1220] validation_0-mae:4339.70508 validation_1-mae:6002.86670 [1221] validation_0-mae:4339.05273 validation_1-mae:6003.03955 [1222] validation_0-mae:4336.64746 validation_1-mae:6002.81348 [1223] validation_0-mae:4335.62988 validation_1-mae:6003.20752 [1224] validation_0-mae:4334.43945 validation_1-mae:6002.95898 [1225] validation_0-mae:4333.55762 validation_1-mae:6002.94092 [1226] validation_0-mae:4332.78760 validation_1-mae:6003.45264 [1227] validation_0-mae:4330.98486 validation_1-mae:6002.97705 [1228] validation_0-mae:4329.88867 validation_1-mae:6002.72656 [1229] validation_0-mae:4328.76514 validation_1-mae:6003.47607 [1230] validation_0-mae:4327.05469 validation_1-mae:6003.13672 [1231] validation_0-mae:4326.01416 validation_1-mae:6003.27344 [1232] validation_0-mae:4325.12207 validation_1-mae:6003.39746 [1233] validation_0-mae:4324.02588 validation_1-mae:6004.05518 [1234] validation_0-mae:4322.53369 validation_1-mae:6003.31348 [1235] validation_0-mae:4321.52051 validation_1-mae:6003.29785 [1236] validation_0-mae:4320.93994 validation_1-mae:6002.94678 [1237] validation_0-mae:4320.32910 validation_1-mae:6002.82812 [1238] validation_0-mae:4319.10059 validation_1-mae:6002.31152 [1239] validation_0-mae:4318.06641 validation_1-mae:6002.41406 [1240] validation_0-mae:4317.68457 validation_1-mae:6002.48438 [1241] validation_0-mae:4317.03857 validation_1-mae:6002.17871 [1242] validation_0-mae:4316.43213 validation_1-mae:6002.32861 [1243] validation_0-mae:4315.97461 validation_1-mae:6002.28711 [1244] validation_0-mae:4315.68066 validation_1-mae:6002.50977 [1245] validation_0-mae:4314.76514 validation_1-mae:6002.52686 [1246] validation_0-mae:4314.32129 validation_1-mae:6002.87158 [1247] validation_0-mae:4313.39600 validation_1-mae:6003.23242 [1248] validation_0-mae:4313.06689 validation_1-mae:6003.09912 [1249] validation_0-mae:4312.44824 validation_1-mae:6003.21143 [1250] validation_0-mae:4312.27100 validation_1-mae:6003.29395 [1251] validation_0-mae:4311.57178 validation_1-mae:6003.47510 [1252] validation_0-mae:4311.49414 validation_1-mae:6003.45410 [1253] validation_0-mae:4310.78809 validation_1-mae:6003.05469 [1254] validation_0-mae:4309.90332 validation_1-mae:6002.83252 [1255] validation_0-mae:4309.17871 validation_1-mae:6002.77344 [1256] validation_0-mae:4307.90918 validation_1-mae:6003.00830 [1257] validation_0-mae:4307.41553 validation_1-mae:6002.57373 [1258] validation_0-mae:4306.84424 validation_1-mae:6002.54248 [1259] validation_0-mae:4305.71582 validation_1-mae:6002.27734 [1260] validation_0-mae:4305.04248 validation_1-mae:6002.19287 [1261] validation_0-mae:4303.74365 validation_1-mae:6001.92969 [1262] validation_0-mae:4302.50684 validation_1-mae:6002.36475 [1263] validation_0-mae:4301.32666 validation_1-mae:6002.43555 [1264] validation_0-mae:4300.54053 validation_1-mae:6002.33643 [1265] validation_0-mae:4299.42334 validation_1-mae:6002.70508 [1266] validation_0-mae:4297.77002 validation_1-mae:6003.80371 [1267] validation_0-mae:4296.33203 validation_1-mae:6003.45801 [1268] validation_0-mae:4295.36377 validation_1-mae:6003.41211 [1269] validation_0-mae:4293.91064 validation_1-mae:6003.63672 [1270] validation_0-mae:4292.55420 validation_1-mae:6003.42090 [1271] validation_0-mae:4291.11523 validation_1-mae:6003.19336 [1272] validation_0-mae:4290.52393 validation_1-mae:6003.43701 [1273] validation_0-mae:4289.58838 validation_1-mae:6003.29736 [1274] validation_0-mae:4289.12793 validation_1-mae:6003.72314 [1275] validation_0-mae:4288.04004 validation_1-mae:6003.58398 [1276] validation_0-mae:4286.47949 validation_1-mae:6003.47705 [1277] validation_0-mae:4284.61279 validation_1-mae:6003.91553 [1278] validation_0-mae:4283.58057 validation_1-mae:6003.48486 [1279] validation_0-mae:4282.65576 validation_1-mae:6003.15674 [1280] validation_0-mae:4281.58203 validation_1-mae:6002.94531 [1281] validation_0-mae:4280.64014 validation_1-mae:6003.37744 [1282] validation_0-mae:4279.78027 validation_1-mae:6003.13672 [1283] validation_0-mae:4278.82861 validation_1-mae:6003.34717 [1284] validation_0-mae:4278.23828 validation_1-mae:6003.40088 [1285] validation_0-mae:4276.67041 validation_1-mae:6002.22070 [1286] validation_0-mae:4276.03809 validation_1-mae:6002.76514 [1287] validation_0-mae:4275.49902 validation_1-mae:6002.24121 [1288] validation_0-mae:4274.13770 validation_1-mae:6002.02588 [1289] validation_0-mae:4273.37207 validation_1-mae:6002.33154 [1290] validation_0-mae:4272.45215 validation_1-mae:6001.63916 [1291] validation_0-mae:4270.65918 validation_1-mae:6000.92969 [1292] validation_0-mae:4269.76953 validation_1-mae:6000.96240 [1293] validation_0-mae:4268.61816 validation_1-mae:6001.23193 [1294] validation_0-mae:4268.09961 validation_1-mae:6001.41162 [1295] validation_0-mae:4266.72217 validation_1-mae:6001.90283 [1296] validation_0-mae:4266.14893 validation_1-mae:6001.58789 [1297] validation_0-mae:4265.84766 validation_1-mae:6001.73584 [1298] validation_0-mae:4264.79443 validation_1-mae:6002.00879 [1299] validation_0-mae:4263.40967 validation_1-mae:6002.17578 [1300] validation_0-mae:4262.88330 validation_1-mae:6001.94678 [1301] validation_0-mae:4261.47461 validation_1-mae:6001.83496 [1302] validation_0-mae:4260.39160 validation_1-mae:6002.24609 [1303] validation_0-mae:4259.84375 validation_1-mae:6002.13818 [1304] validation_0-mae:4258.22119 validation_1-mae:6001.86719 [1305] validation_0-mae:4257.56738 validation_1-mae:6001.73145 [1306] validation_0-mae:4256.41748 validation_1-mae:6001.60645 [1307] validation_0-mae:4255.62158 validation_1-mae:6001.79639 [1308] validation_0-mae:4254.82129 validation_1-mae:6001.75635 [1309] validation_0-mae:4254.13477 validation_1-mae:6001.83838 [1310] validation_0-mae:4253.47168 validation_1-mae:6001.59522 [1311] validation_0-mae:4253.04443 validation_1-mae:6001.62647 [1312] validation_0-mae:4252.33398 validation_1-mae:6001.63721 [1313] validation_0-mae:4250.93701 validation_1-mae:6001.78516 [1314] validation_0-mae:4250.52637 validation_1-mae:6001.76611 [1315] validation_0-mae:4249.54346 validation_1-mae:6001.53809 [1316] validation_0-mae:4248.81201 validation_1-mae:6001.51514 [1317] validation_0-mae:4248.19678 validation_1-mae:6001.57764 [1318] validation_0-mae:4247.34863 validation_1-mae:6001.71240 [1319] validation_0-mae:4246.94775 validation_1-mae:6001.72510 [1320] validation_0-mae:4246.41553 validation_1-mae:6001.84668 [1321] validation_0-mae:4246.25342 validation_1-mae:6002.02881 [1322] validation_0-mae:4245.97656 validation_1-mae:6001.93799 [1323] validation_0-mae:4244.19580 validation_1-mae:6001.64795 [1324] validation_0-mae:4242.94580 validation_1-mae:6002.00586 [1325] validation_0-mae:4242.01611 validation_1-mae:6002.06348 [1326] validation_0-mae:4240.97656 validation_1-mae:6002.24707 [1327] validation_0-mae:4239.48975 validation_1-mae:6001.54639 [1328] validation_0-mae:4238.72754 validation_1-mae:6001.33350 [1329] validation_0-mae:4238.16406 validation_1-mae:6001.20312 [1330] validation_0-mae:4237.26758 validation_1-mae:6001.18213 [1331] validation_0-mae:4236.76270 validation_1-mae:6001.27978 [1332] validation_0-mae:4235.62939 validation_1-mae:6001.50342 [1333] validation_0-mae:4234.91064 validation_1-mae:6001.40332 [1334] validation_0-mae:4234.31006 validation_1-mae:6001.29395 [1335] validation_0-mae:4233.47119 validation_1-mae:6001.82373 [1336] validation_0-mae:4232.12256 validation_1-mae:6001.96924 [1337] validation_0-mae:4231.57764 validation_1-mae:6001.91895 [1338] validation_0-mae:4231.03711 validation_1-mae:6001.73242 [1339] validation_0-mae:4230.18994 validation_1-mae:6001.33936 [1340] validation_0-mae:4229.78955 validation_1-mae:6001.06494 [1341] validation_0-mae:4228.65088 validation_1-mae:6000.48340 [1342] validation_0-mae:4227.66211 validation_1-mae:6000.80420 [1343] validation_0-mae:4227.03076 validation_1-mae:6000.56592 [1344] validation_0-mae:4226.48535 validation_1-mae:6000.97607 [1345] validation_0-mae:4226.45850 validation_1-mae:6001.01611 [1346] validation_0-mae:4225.71484 validation_1-mae:6001.28857 [1347] validation_0-mae:4224.84522 validation_1-mae:6001.63770 [1348] validation_0-mae:4223.34033 validation_1-mae:6000.86670 [1349] validation_0-mae:4222.94336 validation_1-mae:6001.28711 [1350] validation_0-mae:4222.17676 validation_1-mae:6000.90283 [1351] validation_0-mae:4221.39795 validation_1-mae:6001.20996 [1352] validation_0-mae:4220.20850 validation_1-mae:6001.70605 [1353] validation_0-mae:4218.36670 validation_1-mae:6002.43262 [1354] validation_0-mae:4217.75391 validation_1-mae:6002.56592 [1355] validation_0-mae:4217.00147 validation_1-mae:6002.46143 [1356] validation_0-mae:4215.43506 validation_1-mae:6002.00391 [1357] validation_0-mae:4213.58838 validation_1-mae:6001.35840 [1358] validation_0-mae:4212.91406 validation_1-mae:6001.16406 [1359] validation_0-mae:4212.75537 validation_1-mae:6001.16943 [1360] validation_0-mae:4212.06885 validation_1-mae:6001.32178 [1361] validation_0-mae:4211.88232 validation_1-mae:6001.35059 [1362] validation_0-mae:4211.23975 validation_1-mae:6001.56641 [1363] validation_0-mae:4210.96289 validation_1-mae:6001.48242 [1364] validation_0-mae:4210.62891 validation_1-mae:6001.27051 [1365] validation_0-mae:4209.13184 validation_1-mae:6000.96436 [1366] validation_0-mae:4208.07812 validation_1-mae:6001.22510 [1367] validation_0-mae:4206.95166 validation_1-mae:6001.31738 [1368] validation_0-mae:4206.27344 validation_1-mae:6001.11768 [1369] validation_0-mae:4205.02148 validation_1-mae:6000.35254 [1370] validation_0-mae:4204.22217 validation_1-mae:6000.22803 [1371] validation_0-mae:4203.65381 validation_1-mae:6000.43164 [1372] validation_0-mae:4202.18750 validation_1-mae:6001.17529 [1373] validation_0-mae:4201.38379 validation_1-mae:6001.45801 [1374] validation_0-mae:4199.51025 validation_1-mae:6001.24658 [1375] validation_0-mae:4197.69434 validation_1-mae:6000.58984 [1376] validation_0-mae:4197.31348 validation_1-mae:6000.46436 [1377] validation_0-mae:4195.55225 validation_1-mae:5999.82422 [1378] validation_0-mae:4194.59375 validation_1-mae:6000.17773 [1379] validation_0-mae:4193.33154 validation_1-mae:5999.86719 [1380] validation_0-mae:4192.46680 validation_1-mae:5999.95752 [1381] validation_0-mae:4191.66748 validation_1-mae:5999.83154 [1382] validation_0-mae:4191.01172 validation_1-mae:5999.32959 [1383] validation_0-mae:4190.48486 validation_1-mae:5999.69287 [1384] validation_0-mae:4189.73779 validation_1-mae:5999.63184 [1385] validation_0-mae:4188.80713 validation_1-mae:6000.07812 [1386] validation_0-mae:4187.88477 validation_1-mae:5999.59131 [1387] validation_0-mae:4187.15430 validation_1-mae:5999.58838 [1388] validation_0-mae:4185.90137 validation_1-mae:5999.67725 [1389] validation_0-mae:4184.76758 validation_1-mae:5999.95166 [1390] validation_0-mae:4183.20850 validation_1-mae:5999.66162 [1391] validation_0-mae:4182.67627 validation_1-mae:5999.71338 [1392] validation_0-mae:4181.90967 validation_1-mae:5999.31689 [1393] validation_0-mae:4181.72412 validation_1-mae:5999.32129 [1394] validation_0-mae:4181.29248 validation_1-mae:5999.60205 [1395] validation_0-mae:4181.04248 validation_1-mae:5999.57275 [1396] validation_0-mae:4179.90772 validation_1-mae:5999.63818 [1397] validation_0-mae:4178.50684 validation_1-mae:6000.27588 [1398] validation_0-mae:4177.62598 validation_1-mae:6000.29834 [1399] validation_0-mae:4176.56445 validation_1-mae:6000.44824 [1400] validation_0-mae:4175.75830 validation_1-mae:6000.11719 [1401] validation_0-mae:4175.15186 validation_1-mae:5999.73877 [1402] validation_0-mae:4174.32910 validation_1-mae:5999.79297 [1403] validation_0-mae:4173.14502 validation_1-mae:5999.07666 [1404] validation_0-mae:4172.73340 validation_1-mae:5999.45459 [1405] validation_0-mae:4171.87939 validation_1-mae:5999.57373 [1406] validation_0-mae:4170.68066 validation_1-mae:5999.26904 [1407] validation_0-mae:4169.70215 validation_1-mae:5999.05420 [1408] validation_0-mae:4168.27978 validation_1-mae:5998.50879 [1409] validation_0-mae:4167.03613 validation_1-mae:5998.57031 [1410] validation_0-mae:4165.67480 validation_1-mae:5998.47705 [1411] validation_0-mae:4165.05762 validation_1-mae:5998.52539 [1412] validation_0-mae:4164.53906 validation_1-mae:5998.43750 [1413] validation_0-mae:4163.24316 validation_1-mae:5998.56543 [1414] validation_0-mae:4162.48926 validation_1-mae:5999.19238 [1415] validation_0-mae:4161.33008 validation_1-mae:5999.15186 [1416] validation_0-mae:4159.86182 validation_1-mae:5999.12939 [1417] validation_0-mae:4159.69043 validation_1-mae:5999.09619 [1418] validation_0-mae:4159.40088 validation_1-mae:5999.11084 [1419] validation_0-mae:4158.60498 validation_1-mae:5999.25537 [1420] validation_0-mae:4158.17773 validation_1-mae:5999.17529 [1421] validation_0-mae:4158.15674 validation_1-mae:5999.17236 [1422] validation_0-mae:4158.04736 validation_1-mae:5999.11182 [1423] validation_0-mae:4157.74707 validation_1-mae:5999.33350 [1424] validation_0-mae:4157.10498 validation_1-mae:5998.47022 [1425] validation_0-mae:4155.97998 validation_1-mae:5998.40576 [1426] validation_0-mae:4154.41992 validation_1-mae:5998.60107 [1427] validation_0-mae:4153.22705 validation_1-mae:5998.32568 [1428] validation_0-mae:4151.95215 validation_1-mae:5998.88477 [1429] validation_0-mae:4151.03027 validation_1-mae:5998.75635 [1430] validation_0-mae:4150.75684 validation_1-mae:5998.85986 [1431] validation_0-mae:4150.13721 validation_1-mae:5998.66260 [1432] validation_0-mae:4148.80469 validation_1-mae:5999.31201 [1433] validation_0-mae:4147.22461 validation_1-mae:5999.01221 [1434] validation_0-mae:4146.24268 validation_1-mae:5999.35742 [1435] validation_0-mae:4145.49023 validation_1-mae:5999.50684 [1436] validation_0-mae:4144.98828 validation_1-mae:5999.72559 [1437] validation_0-mae:4144.47607 validation_1-mae:5999.60498 [1438] validation_0-mae:4143.68115 validation_1-mae:5999.69238 [1439] validation_0-mae:4142.23438 validation_1-mae:6000.16504 [1440] validation_0-mae:4141.58057 validation_1-mae:6000.31494 [1441] validation_0-mae:4140.62939 validation_1-mae:6000.80713 [1442] validation_0-mae:4139.36328 validation_1-mae:6000.49023 [1443] validation_0-mae:4138.22217 validation_1-mae:6000.09277 [1444] validation_0-mae:4137.55176 validation_1-mae:6000.14990 [1445] validation_0-mae:4136.49512 validation_1-mae:5999.85791 [1446] validation_0-mae:4135.75928 validation_1-mae:5999.38770 [1447] validation_0-mae:4134.70752 validation_1-mae:5999.92578 [1448] validation_0-mae:4133.97900 validation_1-mae:5999.62451 [1449] validation_0-mae:4133.39014 validation_1-mae:5999.78320 [1450] validation_0-mae:4132.55566 validation_1-mae:5999.58252 [1451] validation_0-mae:4131.90478 validation_1-mae:5999.43603 [1452] validation_0-mae:4131.17871 validation_1-mae:5999.40430 [1453] validation_0-mae:4130.11670 validation_1-mae:6000.04980 [1454] validation_0-mae:4129.43164 validation_1-mae:5999.98633 [1455] validation_0-mae:4128.54443 validation_1-mae:5999.50342 [1456] validation_0-mae:4127.74414 validation_1-mae:5999.72607 [1457] validation_0-mae:4126.97363 validation_1-mae:5999.34717 [1458] validation_0-mae:4126.70996 validation_1-mae:5999.44922 [1459] validation_0-mae:4125.24268 validation_1-mae:5998.94678 [1460] validation_0-mae:4124.65332 validation_1-mae:5998.78174 [1461] validation_0-mae:4123.20508 validation_1-mae:5998.50195 [1462] validation_0-mae:4121.52490 validation_1-mae:5998.93994 [1463] validation_0-mae:4120.68408 validation_1-mae:5998.86719 [1464] validation_0-mae:4119.91895 validation_1-mae:5998.34228 [1465] validation_0-mae:4119.04590 validation_1-mae:5998.14648 [1466] validation_0-mae:4117.69238 validation_1-mae:5998.43408 [1467] validation_0-mae:4116.52490 validation_1-mae:5998.40772 [1468] validation_0-mae:4115.83984 validation_1-mae:5998.63330 [1469] validation_0-mae:4115.26367 validation_1-mae:5998.55957 [1470] validation_0-mae:4114.03174 validation_1-mae:5997.71289 [1471] validation_0-mae:4112.50147 validation_1-mae:5997.34814 [1472] validation_0-mae:4111.64941 validation_1-mae:5996.98535 [1473] validation_0-mae:4110.39062 validation_1-mae:5996.48438 [1474] validation_0-mae:4109.31543 validation_1-mae:5996.71728 [1475] validation_0-mae:4108.25098 validation_1-mae:5996.83154 [1476] validation_0-mae:4107.24902 validation_1-mae:5996.89307 [1477] validation_0-mae:4106.55566 validation_1-mae:5997.36865 [1478] validation_0-mae:4106.05664 validation_1-mae:5997.06982 [1479] validation_0-mae:4105.01807 validation_1-mae:5996.60840 [1480] validation_0-mae:4103.78662 validation_1-mae:5996.58301 [1481] validation_0-mae:4103.08838 validation_1-mae:5996.08545 [1482] validation_0-mae:4102.37500 validation_1-mae:5996.22461 [1483] validation_0-mae:4101.90723 validation_1-mae:5996.22852 [1484] validation_0-mae:4100.98438 validation_1-mae:5996.78613 [1485] validation_0-mae:4099.73047 validation_1-mae:5996.23779 [1486] validation_0-mae:4099.08838 validation_1-mae:5996.54443 [1487] validation_0-mae:4098.63281 validation_1-mae:5996.43457 [1488] validation_0-mae:4098.15625 validation_1-mae:5996.51562 [1489] validation_0-mae:4097.67334 validation_1-mae:5996.56201 [1490] validation_0-mae:4097.01514 validation_1-mae:5996.97510 [1491] validation_0-mae:4095.73022 validation_1-mae:5996.83496 [1492] validation_0-mae:4095.07593 validation_1-mae:5996.85059 [1493] validation_0-mae:4094.66748 validation_1-mae:5997.06201 [1494] validation_0-mae:4094.57153 validation_1-mae:5997.05273 [1495] validation_0-mae:4094.06079 validation_1-mae:5997.12988 [1496] validation_0-mae:4093.82324 validation_1-mae:5996.85938 [1497] validation_0-mae:4093.54370 validation_1-mae:5997.12402 [1498] validation_0-mae:4092.93945 validation_1-mae:5997.46289 [1499] validation_0-mae:4091.85327 validation_1-mae:5997.11328 [1500] validation_0-mae:4090.94336 validation_1-mae:5997.36182 [1501] validation_0-mae:4089.91870 validation_1-mae:5997.64209 [1502] validation_0-mae:4089.24463 validation_1-mae:5997.26562 [1503] validation_0-mae:4088.56445 validation_1-mae:5996.89795 [1504] validation_0-mae:4088.36670 validation_1-mae:5996.88281 [1505] validation_0-mae:4087.56909 validation_1-mae:5996.67871 [1506] validation_0-mae:4086.77490 validation_1-mae:5996.70166 [1507] validation_0-mae:4086.48022 validation_1-mae:5996.77783 [1508] validation_0-mae:4086.15771 validation_1-mae:5996.83838 [1509] validation_0-mae:4085.50488 validation_1-mae:5996.77686 [1510] validation_0-mae:4084.46094 validation_1-mae:5996.64697 [1511] validation_0-mae:4083.68237 validation_1-mae:5996.69971 [1512] validation_0-mae:4082.65552 validation_1-mae:5996.58789 [1513] validation_0-mae:4081.59814 validation_1-mae:5996.72656 [1514] validation_0-mae:4080.67163 validation_1-mae:5996.54346 [1515] validation_0-mae:4079.33545 validation_1-mae:5995.81445 [1516] validation_0-mae:4077.90137 validation_1-mae:5995.48389 [1517] validation_0-mae:4076.79761 validation_1-mae:5995.69873 [1518] validation_0-mae:4076.06201 validation_1-mae:5996.04395 [1519] validation_0-mae:4075.71460 validation_1-mae:5995.92480 [1520] validation_0-mae:4074.53540 validation_1-mae:5995.51416 [1521] validation_0-mae:4074.01050 validation_1-mae:5995.61572 [1522] validation_0-mae:4073.34497 validation_1-mae:5996.04590 [1523] validation_0-mae:4072.20215 validation_1-mae:5996.79590 [1524] validation_0-mae:4071.73169 validation_1-mae:5996.69238 [1525] validation_0-mae:4071.29810 validation_1-mae:5996.82373 [1526] validation_0-mae:4071.26025 validation_1-mae:5996.83496 [1527] validation_0-mae:4070.55420 validation_1-mae:5996.65967 [1528] validation_0-mae:4069.85718 validation_1-mae:5996.84814 [1529] validation_0-mae:4069.53394 validation_1-mae:5996.78467 [1530] validation_0-mae:4068.60864 validation_1-mae:5997.32129 [1531] validation_0-mae:4067.15894 validation_1-mae:5997.26270 [1532] validation_0-mae:4065.76733 validation_1-mae:5996.57617 [1533] validation_0-mae:4065.40649 validation_1-mae:5996.84570 [1534] validation_0-mae:4063.41626 validation_1-mae:5996.48779 [1535] validation_0-mae:4062.63721 validation_1-mae:5996.67676 [1536] validation_0-mae:4061.50488 validation_1-mae:5996.35059 [1537] validation_0-mae:4061.06860 validation_1-mae:5996.71094 [1538] validation_0-mae:4060.34106 validation_1-mae:5996.75439 [1539] validation_0-mae:4059.33008 validation_1-mae:5995.91650 [1540] validation_0-mae:4057.99341 validation_1-mae:5995.60449 [1541] validation_0-mae:4057.06201 validation_1-mae:5995.73633 [1542] validation_0-mae:4056.63940 validation_1-mae:5995.79004 [1543] validation_0-mae:4055.79468 validation_1-mae:5995.37549 [1544] validation_0-mae:4054.93848 validation_1-mae:5995.27881 [1545] validation_0-mae:4054.15112 validation_1-mae:5995.05273 [1546] validation_0-mae:4052.47681 validation_1-mae:5995.17822 [1547] validation_0-mae:4051.31128 validation_1-mae:5995.26904 [1548] validation_0-mae:4050.19873 validation_1-mae:5995.84326 [1549] validation_0-mae:4048.41162 validation_1-mae:5994.88623 [1550] validation_0-mae:4047.53564 validation_1-mae:5994.78467 [1551] validation_0-mae:4046.27881 validation_1-mae:5994.49707 [1552] validation_0-mae:4044.44043 validation_1-mae:5993.46973 [1553] validation_0-mae:4043.03320 validation_1-mae:5993.41553 [1554] validation_0-mae:4042.65259 validation_1-mae:5993.33789 [1555] validation_0-mae:4041.71484 validation_1-mae:5992.99268 [1556] validation_0-mae:4041.04370 validation_1-mae:5993.17188 [1557] validation_0-mae:4040.39795 validation_1-mae:5993.40283 [1558] validation_0-mae:4039.45410 validation_1-mae:5993.43506 [1559] validation_0-mae:4038.46460 validation_1-mae:5992.94531 [1560] validation_0-mae:4037.61157 validation_1-mae:5992.91016 [1561] validation_0-mae:4036.70215 validation_1-mae:5993.14209 [1562] validation_0-mae:4036.31323 validation_1-mae:5993.32910 [1563] validation_0-mae:4035.77588 validation_1-mae:5993.40186 [1564] validation_0-mae:4034.93457 validation_1-mae:5993.28076 [1565] validation_0-mae:4034.29175 validation_1-mae:5993.36230 [1566] validation_0-mae:4033.75513 validation_1-mae:5993.62500 [1567] validation_0-mae:4032.87085 validation_1-mae:5993.83594 [1568] validation_0-mae:4032.12305 validation_1-mae:5993.83447 [1569] validation_0-mae:4031.11841 validation_1-mae:5993.78564 [1570] validation_0-mae:4029.90845 validation_1-mae:5993.92627 [1571] validation_0-mae:4029.39526 validation_1-mae:5994.41895 [1572] validation_0-mae:4028.59302 validation_1-mae:5994.61426 [1573] validation_0-mae:4028.06616 validation_1-mae:5994.57520 [1574] validation_0-mae:4027.60938 validation_1-mae:5994.93018 [1575] validation_0-mae:4027.14673 validation_1-mae:5994.76318 [1576] validation_0-mae:4026.96924 validation_1-mae:5995.01465 [1577] validation_0-mae:4026.50757 validation_1-mae:5994.61523 [1578] validation_0-mae:4026.22900 validation_1-mae:5994.77100 [1579] validation_0-mae:4025.77417 validation_1-mae:5994.77686 [1580] validation_0-mae:4024.92700 validation_1-mae:5994.96777 [1581] validation_0-mae:4023.96851 validation_1-mae:5994.77978 [1582] validation_0-mae:4023.18750 validation_1-mae:5994.63232 [1583] validation_0-mae:4021.75415 validation_1-mae:5993.86768 [1584] validation_0-mae:4021.14575 validation_1-mae:5993.52978 [1585] validation_0-mae:4019.80786 validation_1-mae:5992.63281 [1586] validation_0-mae:4019.29834 validation_1-mae:5992.64111 [1587] validation_0-mae:4018.70044 validation_1-mae:5992.74609 [1588] validation_0-mae:4017.97778 validation_1-mae:5992.50488 [1589] validation_0-mae:4016.99316 validation_1-mae:5992.31006 [1590] validation_0-mae:4016.69727 validation_1-mae:5992.53467 [1591] validation_0-mae:4015.12158 validation_1-mae:5992.17041 [1592] validation_0-mae:4014.24438 validation_1-mae:5991.81787 [1593] validation_0-mae:4013.23535 validation_1-mae:5992.06787 [1594] validation_0-mae:4012.71387 validation_1-mae:5992.11963 [1595] validation_0-mae:4011.97510 validation_1-mae:5991.58154 [1596] validation_0-mae:4011.69556 validation_1-mae:5991.50586 [1597] validation_0-mae:4010.61865 validation_1-mae:5991.74316 [1598] validation_0-mae:4010.18799 validation_1-mae:5991.67529 [1599] validation_0-mae:4009.64600 validation_1-mae:5991.74853 [1600] validation_0-mae:4008.72314 validation_1-mae:5991.56982 [1601] validation_0-mae:4007.79932 validation_1-mae:5991.51416 [1602] validation_0-mae:4007.00830 validation_1-mae:5991.68066 [1603] validation_0-mae:4006.48779 validation_1-mae:5991.65869 [1604] validation_0-mae:4006.10498 validation_1-mae:5991.59961 [1605] validation_0-mae:4005.58594 validation_1-mae:5991.38037 [1606] validation_0-mae:4004.40015 validation_1-mae:5991.88916 [1607] validation_0-mae:4003.61523 validation_1-mae:5991.61230 [1608] validation_0-mae:4002.53784 validation_1-mae:5991.55713 [1609] validation_0-mae:4001.44312 validation_1-mae:5991.28320 [1610] validation_0-mae:4000.69800 validation_1-mae:5991.45215 [1611] validation_0-mae:3999.79126 validation_1-mae:5991.75879 [1612] validation_0-mae:3998.80981 validation_1-mae:5992.56885 [1613] validation_0-mae:3997.80933 validation_1-mae:5992.75879 [1614] validation_0-mae:3997.44263 validation_1-mae:5992.79004 [1615] validation_0-mae:3997.00684 validation_1-mae:5992.81641 [1616] validation_0-mae:3996.23242 validation_1-mae:5992.68408 [1617] validation_0-mae:3995.49634 validation_1-mae:5992.72119 [1618] validation_0-mae:3994.33154 validation_1-mae:5992.96045 [1619] validation_0-mae:3993.05469 validation_1-mae:5993.06055 [1620] validation_0-mae:3992.26758 validation_1-mae:5993.32031 [1621] validation_0-mae:3991.63647 validation_1-mae:5993.34277 [1622] validation_0-mae:3991.25732 validation_1-mae:5993.26660 [1623] validation_0-mae:3990.90137 validation_1-mae:5993.11475 [1624] validation_0-mae:3990.43066 validation_1-mae:5993.35986 [1625] validation_0-mae:3989.73853 validation_1-mae:5993.48145 [1626] validation_0-mae:3989.06689 validation_1-mae:5993.34522 [1627] validation_0-mae:3987.86060 validation_1-mae:5993.66064 [1628] validation_0-mae:3987.10644 validation_1-mae:5993.57471 [1629] validation_0-mae:3986.17383 validation_1-mae:5993.29297 [1630] validation_0-mae:3985.29321 validation_1-mae:5993.19043 [1631] validation_0-mae:3983.54932 validation_1-mae:5992.78418 [1632] validation_0-mae:3982.63159 validation_1-mae:5992.92676 [1633] validation_0-mae:3981.76538 validation_1-mae:5993.08447 [1634] validation_0-mae:3981.24170 validation_1-mae:5993.50244 [1635] validation_0-mae:3980.74902 validation_1-mae:5993.50830 [1636] validation_0-mae:3979.71362 validation_1-mae:5993.31006 [1637] validation_0-mae:3978.79004 validation_1-mae:5993.63330 [1638] validation_0-mae:3977.44922 validation_1-mae:5993.12549 [1639] validation_0-mae:3976.36279 validation_1-mae:5992.86084 [1640] validation_0-mae:3975.02417 validation_1-mae:5992.71191 [1641] validation_0-mae:3973.28613 validation_1-mae:5992.00293 [1642] validation_0-mae:3972.60181 validation_1-mae:5991.98486 [1643] validation_0-mae:3971.14868 validation_1-mae:5991.92090 [1644] validation_0-mae:3969.83887 validation_1-mae:5991.99951 [1645] validation_0-mae:3968.65649 validation_1-mae:5992.29248 [1646] validation_0-mae:3967.60230 validation_1-mae:5992.55273 [1647] validation_0-mae:3965.75146 validation_1-mae:5992.54688 [1648] validation_0-mae:3964.54517 validation_1-mae:5993.08154 [1649] validation_0-mae:3963.82935 validation_1-mae:5993.03125 [1650] validation_0-mae:3962.84912 validation_1-mae:5992.83545 [1651] validation_0-mae:3961.68384 validation_1-mae:5993.49805 [1652] validation_0-mae:3960.94214 validation_1-mae:5993.33984 [1653] validation_0-mae:3960.02905 validation_1-mae:5993.98047 [1654] validation_0-mae:3959.14404 validation_1-mae:5993.70117 [1655] validation_0-mae:3958.54102 validation_1-mae:5993.78418 [1656] validation_0-mae:3958.00464 validation_1-mae:5993.78272 [1657] validation_0-mae:3957.31030 validation_1-mae:5993.89648 [1658] validation_0-mae:3956.21753 validation_1-mae:5993.47949 [1659] validation_0-mae:3956.13599 validation_1-mae:5993.46826 [1660] validation_0-mae:3955.68286 validation_1-mae:5993.76172 [1661] validation_0-mae:3954.85230 validation_1-mae:5993.95605 [1662] validation_0-mae:3954.54443 validation_1-mae:5994.07031 [1663] validation_0-mae:3954.05151 validation_1-mae:5994.10498 [1664] validation_0-mae:3952.96509 validation_1-mae:5994.36133 [1665] validation_0-mae:3952.25220 validation_1-mae:5994.20654 [1666] validation_0-mae:3951.11987 validation_1-mae:5994.31201 [1667] validation_0-mae:3950.33301 validation_1-mae:5994.44141 [1668] validation_0-mae:3949.44312 validation_1-mae:5994.70898 [1669] validation_0-mae:3948.74731 validation_1-mae:5995.04492 [1670] validation_0-mae:3948.22412 validation_1-mae:5994.90088 [1671] validation_0-mae:3947.55298 validation_1-mae:5994.72607 [1672] validation_0-mae:3947.32544 validation_1-mae:5994.84180 [1673] validation_0-mae:3946.50537 validation_1-mae:5994.55713 [1674] validation_0-mae:3945.49634 validation_1-mae:5994.31494 [1675] validation_0-mae:3944.31104 validation_1-mae:5994.11719 [1676] validation_0-mae:3943.50903 validation_1-mae:5993.96533 [1677] validation_0-mae:3942.54712 validation_1-mae:5993.98730 [1678] validation_0-mae:3941.99878 validation_1-mae:5993.87939 [1679] validation_0-mae:3941.22070 validation_1-mae:5993.51904 [1680] validation_0-mae:3940.41968 validation_1-mae:5993.36572 [1681] validation_0-mae:3939.76001 validation_1-mae:5993.31006 [1682] validation_0-mae:3939.13867 validation_1-mae:5993.42969 [1683] validation_0-mae:3937.89819 validation_1-mae:5992.97705 [1684] validation_0-mae:3936.23218 validation_1-mae:5992.96094 [1685] validation_0-mae:3935.53613 validation_1-mae:5993.04053 [1686] validation_0-mae:3934.57764 validation_1-mae:5993.11182 [1687] validation_0-mae:3934.15967 validation_1-mae:5993.04736 [1688] validation_0-mae:3932.72290 validation_1-mae:5992.99316 [1689] validation_0-mae:3931.70019 validation_1-mae:5992.82178 [1690] validation_0-mae:3930.81250 validation_1-mae:5992.76758 [1691] validation_0-mae:3930.20947 validation_1-mae:5992.21777 [1692] validation_0-mae:3929.45215 validation_1-mae:5992.54248 [1693] validation_0-mae:3928.42627 validation_1-mae:5992.48047 [1694] validation_0-mae:3927.65161 validation_1-mae:5992.27246 [1695] validation_0-mae:3927.36865 validation_1-mae:5992.02832 [1696] validation_0-mae:3926.82593 validation_1-mae:5992.23877 [1697] validation_0-mae:3926.58569 validation_1-mae:5992.24805 [1698] validation_0-mae:3925.94629 validation_1-mae:5992.44873 [1699] validation_0-mae:3925.51904 validation_1-mae:5992.54541 Dropping: ład [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.14258 [13] validation_0-mae:9819.97461 validation_1-mae:9626.33984 [14] validation_0-mae:9418.90527 validation_1-mae:9235.68164 [15] validation_0-mae:9084.41894 validation_1-mae:8908.25391 [16] validation_0-mae:8802.76660 validation_1-mae:8636.84473 [17] validation_0-mae:8567.56836 validation_1-mae:8412.41309 [18] validation_0-mae:8374.73828 validation_1-mae:8224.23438 [19] validation_0-mae:8211.97070 validation_1-mae:8071.29590 [20] validation_0-mae:8069.25439 validation_1-mae:7940.15967 [21] validation_0-mae:7944.89600 validation_1-mae:7832.24023 [22] validation_0-mae:7846.75684 validation_1-mae:7745.81348 [23] validation_0-mae:7760.49268 validation_1-mae:7676.68457 [24] validation_0-mae:7676.77881 validation_1-mae:7598.33838 [25] validation_0-mae:7604.22461 validation_1-mae:7535.01758 [26] validation_0-mae:7548.76855 validation_1-mae:7488.23291 [27] validation_0-mae:7488.48926 validation_1-mae:7434.20312 [28] validation_0-mae:7439.25342 validation_1-mae:7393.11328 [29] validation_0-mae:7397.08154 validation_1-mae:7358.94043 [30] validation_0-mae:7361.37988 validation_1-mae:7328.47559 [31] validation_0-mae:7320.82324 validation_1-mae:7291.93555 [32] validation_0-mae:7292.41406 validation_1-mae:7274.46826 [33] validation_0-mae:7264.21240 validation_1-mae:7253.83887 [34] validation_0-mae:7233.89893 validation_1-mae:7233.88037 [35] validation_0-mae:7202.42920 validation_1-mae:7209.23633 [36] validation_0-mae:7185.20361 validation_1-mae:7195.82227 [37] validation_0-mae:7167.49853 validation_1-mae:7185.80615 [38] validation_0-mae:7142.06152 validation_1-mae:7164.30811 [39] validation_0-mae:7120.69287 validation_1-mae:7147.12109 [40] validation_0-mae:7102.86865 validation_1-mae:7136.75342 [41] validation_0-mae:7086.70312 validation_1-mae:7124.35889 [42] validation_0-mae:7069.58447 validation_1-mae:7113.61670 [43] validation_0-mae:7049.53027 validation_1-mae:7099.80713 [44] validation_0-mae:7037.05225 validation_1-mae:7089.02051 [45] validation_0-mae:7011.79150 validation_1-mae:7068.57764 [46] validation_0-mae:6988.35352 validation_1-mae:7048.77832 [47] validation_0-mae:6972.47510 validation_1-mae:7040.71094 [48] validation_0-mae:6947.78906 validation_1-mae:7022.24268 [49] validation_0-mae:6933.60693 validation_1-mae:7012.19238 [50] validation_0-mae:6915.68603 validation_1-mae:6999.26318 [51] validation_0-mae:6900.50488 validation_1-mae:6986.99365 [52] validation_0-mae:6889.22070 validation_1-mae:6981.20801 [53] validation_0-mae:6875.30420 validation_1-mae:6971.66992 [54] validation_0-mae:6865.28320 validation_1-mae:6967.49316 [55] validation_0-mae:6847.62988 validation_1-mae:6951.95557 [56] validation_0-mae:6830.93018 validation_1-mae:6937.61523 [57] validation_0-mae:6822.20117 validation_1-mae:6933.48193 [58] validation_0-mae:6810.75049 validation_1-mae:6922.98877 [59] validation_0-mae:6795.52734 validation_1-mae:6909.64844 [60] validation_0-mae:6783.21728 validation_1-mae:6898.76611 [61] validation_0-mae:6769.95557 validation_1-mae:6890.55469 [62] validation_0-mae:6758.54395 validation_1-mae:6883.27978 [63] validation_0-mae:6750.20264 validation_1-mae:6875.79150 [64] validation_0-mae:6736.40332 validation_1-mae:6868.23730 [65] validation_0-mae:6726.75684 validation_1-mae:6859.92090 [66] validation_0-mae:6716.69873 validation_1-mae:6852.88184 [67] validation_0-mae:6706.26172 validation_1-mae:6845.27441 [68] validation_0-mae:6697.82910 validation_1-mae:6838.87549 [69] validation_0-mae:6684.57080 validation_1-mae:6827.15967 [70] validation_0-mae:6671.88672 validation_1-mae:6816.31592 [71] validation_0-mae:6658.12061 validation_1-mae:6805.31494 [72] validation_0-mae:6648.89502 validation_1-mae:6798.24170 [73] validation_0-mae:6635.06055 validation_1-mae:6790.29004 [74] validation_0-mae:6627.94238 validation_1-mae:6784.55225 [75] validation_0-mae:6617.52686 validation_1-mae:6776.27832 [76] validation_0-mae:6613.18555 validation_1-mae:6774.18408 [77] validation_0-mae:6602.50195 validation_1-mae:6765.07568 [78] validation_0-mae:6594.98486 validation_1-mae:6760.42578 [79] validation_0-mae:6583.89307 validation_1-mae:6753.62402 [80] validation_0-mae:6577.75684 validation_1-mae:6749.64551 [81] validation_0-mae:6569.56641 validation_1-mae:6743.26514 [82] validation_0-mae:6557.18897 validation_1-mae:6736.21387 [83] validation_0-mae:6550.24561 validation_1-mae:6732.65625 [84] validation_0-mae:6538.82568 validation_1-mae:6721.26904 [85] validation_0-mae:6532.27978 validation_1-mae:6716.68115 [86] validation_0-mae:6520.39795 validation_1-mae:6707.52637 [87] validation_0-mae:6513.77637 validation_1-mae:6703.29492 [88] validation_0-mae:6506.35889 validation_1-mae:6696.80371 [89] validation_0-mae:6498.72168 validation_1-mae:6691.79736 [90] validation_0-mae:6491.41113 validation_1-mae:6685.33301 [91] validation_0-mae:6482.51221 validation_1-mae:6680.74170 [92] validation_0-mae:6475.45801 validation_1-mae:6677.22266 [93] validation_0-mae:6464.81152 validation_1-mae:6670.63330 [94] validation_0-mae:6459.96728 validation_1-mae:6667.03760 [95] validation_0-mae:6453.40283 validation_1-mae:6662.95264 [96] validation_0-mae:6445.00928 validation_1-mae:6658.79883 [97] validation_0-mae:6438.09814 validation_1-mae:6655.78857 [98] validation_0-mae:6431.56982 validation_1-mae:6650.52734 [99] validation_0-mae:6426.22266 validation_1-mae:6647.13721 [100] validation_0-mae:6419.54199 validation_1-mae:6644.30176 [101] validation_0-mae:6412.39453 validation_1-mae:6638.58789 [102] validation_0-mae:6403.57178 validation_1-mae:6631.49072 [103] validation_0-mae:6399.49170 validation_1-mae:6628.45947 [104] validation_0-mae:6389.56348 validation_1-mae:6619.64990 [105] validation_0-mae:6385.38184 validation_1-mae:6617.28418 [106] validation_0-mae:6376.95996 validation_1-mae:6612.66992 [107] validation_0-mae:6374.34522 validation_1-mae:6611.19873 [108] validation_0-mae:6368.43311 validation_1-mae:6608.41797 [109] validation_0-mae:6362.16846 validation_1-mae:6603.44287 [110] validation_0-mae:6355.07666 validation_1-mae:6597.66797 [111] validation_0-mae:6351.62647 validation_1-mae:6596.07959 [112] validation_0-mae:6344.87353 validation_1-mae:6591.48730 [113] validation_0-mae:6339.41553 validation_1-mae:6589.56397 [114] validation_0-mae:6335.12744 validation_1-mae:6587.29932 [115] validation_0-mae:6330.90576 validation_1-mae:6585.28272 [116] validation_0-mae:6327.79590 validation_1-mae:6583.91748 [117] validation_0-mae:6325.66992 validation_1-mae:6582.93652 [118] validation_0-mae:6319.41992 validation_1-mae:6578.32715 [119] validation_0-mae:6314.18750 validation_1-mae:6575.29248 [120] validation_0-mae:6309.49658 validation_1-mae:6573.95898 [121] validation_0-mae:6305.75391 validation_1-mae:6572.40430 [122] validation_0-mae:6301.96191 validation_1-mae:6570.57861 [123] validation_0-mae:6292.75000 validation_1-mae:6566.09473 [124] validation_0-mae:6285.16943 validation_1-mae:6561.35986 [125] validation_0-mae:6278.71191 validation_1-mae:6558.48242 [126] validation_0-mae:6270.32422 validation_1-mae:6550.62109 [127] validation_0-mae:6265.47949 validation_1-mae:6547.79395 [128] validation_0-mae:6256.71191 validation_1-mae:6540.49170 [129] validation_0-mae:6252.33545 validation_1-mae:6536.39502 [130] validation_0-mae:6248.34424 validation_1-mae:6534.34766 [131] validation_0-mae:6243.37305 validation_1-mae:6531.96045 [132] validation_0-mae:6240.92773 validation_1-mae:6530.11865 [133] validation_0-mae:6234.71094 validation_1-mae:6526.12061 [134] validation_0-mae:6228.68066 validation_1-mae:6521.74756 [135] validation_0-mae:6224.51318 validation_1-mae:6518.82373 [136] validation_0-mae:6221.35547 validation_1-mae:6519.24316 [137] validation_0-mae:6217.31201 validation_1-mae:6515.46631 [138] validation_0-mae:6212.22412 validation_1-mae:6511.48926 [139] validation_0-mae:6208.10596 validation_1-mae:6509.36816 [140] validation_0-mae:6198.81250 validation_1-mae:6502.87549 [141] validation_0-mae:6193.44336 validation_1-mae:6500.46436 [142] validation_0-mae:6187.74658 validation_1-mae:6495.81299 [143] validation_0-mae:6184.03809 validation_1-mae:6494.08838 [144] validation_0-mae:6181.25049 validation_1-mae:6492.34766 [145] validation_0-mae:6176.29297 validation_1-mae:6490.91504 [146] validation_0-mae:6172.35742 validation_1-mae:6489.31397 [147] validation_0-mae:6168.26367 validation_1-mae:6488.04053 [148] validation_0-mae:6164.12109 validation_1-mae:6485.69629 [149] validation_0-mae:6159.82275 validation_1-mae:6483.91260 [150] validation_0-mae:6153.86377 validation_1-mae:6480.32227 [151] validation_0-mae:6147.09570 validation_1-mae:6474.55762 [152] validation_0-mae:6144.03662 validation_1-mae:6472.62451 [153] validation_0-mae:6141.65381 validation_1-mae:6470.75537 [154] validation_0-mae:6134.99658 validation_1-mae:6465.44336 [155] validation_0-mae:6132.38037 validation_1-mae:6464.24268 [156] validation_0-mae:6127.66748 validation_1-mae:6461.56738 [157] validation_0-mae:6123.55811 validation_1-mae:6460.20557 [158] validation_0-mae:6118.82031 validation_1-mae:6458.08545 [159] validation_0-mae:6115.22119 validation_1-mae:6456.74268 [160] validation_0-mae:6113.49463 validation_1-mae:6455.76123 [161] validation_0-mae:6111.43603 validation_1-mae:6453.89893 [162] validation_0-mae:6106.74072 validation_1-mae:6452.38330 [163] validation_0-mae:6098.27197 validation_1-mae:6445.34912 [164] validation_0-mae:6093.27441 validation_1-mae:6442.56201 [165] validation_0-mae:6089.57080 validation_1-mae:6440.23486 [166] validation_0-mae:6086.49414 validation_1-mae:6439.27881 [167] validation_0-mae:6080.76074 validation_1-mae:6435.45654 [168] validation_0-mae:6076.79883 validation_1-mae:6432.41748 [169] validation_0-mae:6073.04248 validation_1-mae:6430.39258 [170] validation_0-mae:6070.49316 validation_1-mae:6429.92090 [171] validation_0-mae:6068.73730 validation_1-mae:6429.58301 [172] validation_0-mae:6064.89307 validation_1-mae:6427.49707 [173] validation_0-mae:6059.69482 validation_1-mae:6425.84766 [174] validation_0-mae:6056.38525 validation_1-mae:6424.62549 [175] validation_0-mae:6052.28027 validation_1-mae:6421.61230 [176] validation_0-mae:6049.52881 validation_1-mae:6420.53125 [177] validation_0-mae:6046.72314 validation_1-mae:6418.80078 [178] validation_0-mae:6042.18555 validation_1-mae:6417.37549 [179] validation_0-mae:6038.89795 validation_1-mae:6415.83350 [180] validation_0-mae:6034.36572 validation_1-mae:6413.61279 [181] validation_0-mae:6030.62061 validation_1-mae:6413.05957 [182] validation_0-mae:6028.62207 validation_1-mae:6411.79395 [183] validation_0-mae:6025.09180 validation_1-mae:6410.74756 [184] validation_0-mae:6020.67773 validation_1-mae:6408.65869 [185] validation_0-mae:6017.64258 validation_1-mae:6407.57666 [186] validation_0-mae:6013.89111 validation_1-mae:6405.61768 [187] validation_0-mae:6010.69971 validation_1-mae:6404.83447 [188] validation_0-mae:6008.36865 validation_1-mae:6403.89795 [189] validation_0-mae:6006.47705 validation_1-mae:6403.36426 [190] validation_0-mae:6005.44629 validation_1-mae:6403.36133 [191] validation_0-mae:6002.24902 validation_1-mae:6402.79346 [192] validation_0-mae:5996.11914 validation_1-mae:6397.45557 [193] validation_0-mae:5990.32471 validation_1-mae:6393.23975 [194] validation_0-mae:5985.44775 validation_1-mae:6390.78857 [195] validation_0-mae:5982.21973 validation_1-mae:6389.45947 [196] validation_0-mae:5978.41748 validation_1-mae:6389.21631 [197] validation_0-mae:5975.18945 validation_1-mae:6387.37256 [198] validation_0-mae:5970.50830 validation_1-mae:6384.60254 [199] validation_0-mae:5966.59766 validation_1-mae:6382.03613 [200] validation_0-mae:5963.03955 validation_1-mae:6380.09570 [201] validation_0-mae:5961.41602 validation_1-mae:6379.84033 [202] validation_0-mae:5957.83105 validation_1-mae:6378.49365 [203] validation_0-mae:5954.53076 validation_1-mae:6376.77393 [204] validation_0-mae:5950.82324 validation_1-mae:6373.95020 [205] validation_0-mae:5946.01123 validation_1-mae:6372.81885 [206] validation_0-mae:5944.59082 validation_1-mae:6372.25732 [207] validation_0-mae:5938.11621 validation_1-mae:6370.63477 [208] validation_0-mae:5936.98096 validation_1-mae:6370.40283 [209] validation_0-mae:5934.87500 validation_1-mae:6369.50049 [210] validation_0-mae:5929.64355 validation_1-mae:6367.16309 [211] validation_0-mae:5926.79834 validation_1-mae:6367.13086 [212] validation_0-mae:5921.07275 validation_1-mae:6365.51953 [213] validation_0-mae:5916.48926 validation_1-mae:6361.94873 [214] validation_0-mae:5911.71289 validation_1-mae:6360.36816 [215] validation_0-mae:5905.19531 validation_1-mae:6357.00781 [216] validation_0-mae:5902.55127 validation_1-mae:6355.16895 [217] validation_0-mae:5901.00586 validation_1-mae:6355.17871 [218] validation_0-mae:5900.04980 validation_1-mae:6354.73682 [219] validation_0-mae:5898.69434 validation_1-mae:6354.49658 [220] validation_0-mae:5892.76953 validation_1-mae:6351.94434 [221] validation_0-mae:5889.92969 validation_1-mae:6350.07861 [222] validation_0-mae:5885.69482 validation_1-mae:6348.26221 [223] validation_0-mae:5882.66113 validation_1-mae:6345.27588 [224] validation_0-mae:5880.54736 validation_1-mae:6344.59961 [225] validation_0-mae:5875.69336 validation_1-mae:6339.08984 [226] validation_0-mae:5871.98926 validation_1-mae:6337.16455 [227] validation_0-mae:5867.84375 validation_1-mae:6335.40918 [228] validation_0-mae:5865.85889 validation_1-mae:6334.69922 [229] validation_0-mae:5863.72022 validation_1-mae:6334.39209 [230] validation_0-mae:5862.96338 validation_1-mae:6334.06934 [231] validation_0-mae:5860.42090 validation_1-mae:6333.68897 [232] validation_0-mae:5858.97217 validation_1-mae:6333.29980 [233] validation_0-mae:5856.16406 validation_1-mae:6332.26221 [234] validation_0-mae:5852.88574 validation_1-mae:6331.28809 [235] validation_0-mae:5850.85889 validation_1-mae:6331.05029 [236] validation_0-mae:5846.94824 validation_1-mae:6329.20850 [237] validation_0-mae:5842.58936 validation_1-mae:6328.10889 [238] validation_0-mae:5839.98486 validation_1-mae:6326.92334 [239] validation_0-mae:5838.16260 validation_1-mae:6326.49609 [240] validation_0-mae:5836.07324 validation_1-mae:6325.87988 [241] validation_0-mae:5833.88867 validation_1-mae:6324.15186 [242] validation_0-mae:5831.74853 validation_1-mae:6322.87988 [243] validation_0-mae:5829.38721 validation_1-mae:6321.93897 [244] validation_0-mae:5827.15869 validation_1-mae:6320.34375 [245] validation_0-mae:5826.58447 validation_1-mae:6320.19580 [246] validation_0-mae:5825.30518 validation_1-mae:6319.82080 [247] validation_0-mae:5822.53564 validation_1-mae:6319.14062 [248] validation_0-mae:5819.81787 validation_1-mae:6317.61133 [249] validation_0-mae:5817.20557 validation_1-mae:6317.16309 [250] validation_0-mae:5811.31152 validation_1-mae:6314.15088 [251] validation_0-mae:5809.65381 validation_1-mae:6313.96728 [252] validation_0-mae:5808.27393 validation_1-mae:6313.72363 [253] validation_0-mae:5806.16992 validation_1-mae:6312.64111 [254] validation_0-mae:5803.64453 validation_1-mae:6311.27783 [255] validation_0-mae:5800.50244 validation_1-mae:6308.31250 [256] validation_0-mae:5796.87842 validation_1-mae:6306.46826 [257] validation_0-mae:5794.33252 validation_1-mae:6305.75586 [258] validation_0-mae:5793.63232 validation_1-mae:6305.20117 [259] validation_0-mae:5792.03760 validation_1-mae:6305.26709 [260] validation_0-mae:5784.77197 validation_1-mae:6301.18750 [261] validation_0-mae:5781.17871 validation_1-mae:6298.46777 [262] validation_0-mae:5778.92236 validation_1-mae:6297.87500 [263] validation_0-mae:5776.61035 validation_1-mae:6296.91260 [264] validation_0-mae:5773.21973 validation_1-mae:6295.20752 [265] validation_0-mae:5771.19824 validation_1-mae:6294.55566 [266] validation_0-mae:5767.60938 validation_1-mae:6291.50732 [267] validation_0-mae:5765.06934 validation_1-mae:6291.69971 [268] validation_0-mae:5764.24316 validation_1-mae:6291.50000 [269] validation_0-mae:5761.12451 validation_1-mae:6289.22998 [270] validation_0-mae:5756.99268 validation_1-mae:6288.02100 [271] validation_0-mae:5754.84424 validation_1-mae:6288.50684 [272] validation_0-mae:5751.79150 validation_1-mae:6287.60059 [273] validation_0-mae:5748.78662 validation_1-mae:6284.76904 [274] validation_0-mae:5748.23340 validation_1-mae:6284.79492 [275] validation_0-mae:5747.18799 validation_1-mae:6285.13037 [276] validation_0-mae:5745.00098 validation_1-mae:6284.23242 [277] validation_0-mae:5743.88428 validation_1-mae:6283.95361 [278] validation_0-mae:5741.69434 validation_1-mae:6283.50977 [279] validation_0-mae:5738.20996 validation_1-mae:6282.29346 [280] validation_0-mae:5735.12891 validation_1-mae:6280.48877 [281] validation_0-mae:5732.48877 validation_1-mae:6279.55566 [282] validation_0-mae:5729.98047 validation_1-mae:6278.78027 [283] validation_0-mae:5729.59961 validation_1-mae:6278.81152 [284] validation_0-mae:5727.64062 validation_1-mae:6278.74365 [285] validation_0-mae:5722.71680 validation_1-mae:6274.98584 [286] validation_0-mae:5715.22461 validation_1-mae:6270.35986 [287] validation_0-mae:5712.51465 validation_1-mae:6269.23193 [288] validation_0-mae:5708.33594 validation_1-mae:6267.40186 [289] validation_0-mae:5703.85645 validation_1-mae:6265.71436 [290] validation_0-mae:5700.01416 validation_1-mae:6266.53076 [291] validation_0-mae:5695.98096 validation_1-mae:6264.81934 [292] validation_0-mae:5693.13965 validation_1-mae:6263.28223 [293] validation_0-mae:5690.22852 validation_1-mae:6263.35693 [294] validation_0-mae:5688.11084 validation_1-mae:6261.55029 [295] validation_0-mae:5687.04590 validation_1-mae:6261.02588 [296] validation_0-mae:5684.51172 validation_1-mae:6261.42822 [297] validation_0-mae:5682.17432 validation_1-mae:6260.44873 [298] validation_0-mae:5679.33398 validation_1-mae:6260.02734 [299] validation_0-mae:5676.59619 validation_1-mae:6258.48047 [300] validation_0-mae:5675.69238 validation_1-mae:6258.24170 [301] validation_0-mae:5675.24121 validation_1-mae:6258.04590 [302] validation_0-mae:5673.14160 validation_1-mae:6256.85889 [303] validation_0-mae:5668.38672 validation_1-mae:6255.97412 [304] validation_0-mae:5665.72803 validation_1-mae:6254.24316 [305] validation_0-mae:5663.11475 validation_1-mae:6254.00635 [306] validation_0-mae:5658.13330 validation_1-mae:6251.50147 [307] validation_0-mae:5657.03857 validation_1-mae:6251.35742 [308] validation_0-mae:5655.07764 validation_1-mae:6249.79639 [309] validation_0-mae:5651.78174 validation_1-mae:6248.74707 [310] validation_0-mae:5648.53955 validation_1-mae:6246.44727 [311] validation_0-mae:5644.94043 validation_1-mae:6246.35547 [312] validation_0-mae:5643.25391 validation_1-mae:6246.64111 [313] validation_0-mae:5640.18457 validation_1-mae:6245.08594 [314] validation_0-mae:5637.52832 validation_1-mae:6244.49365 [315] validation_0-mae:5635.45215 validation_1-mae:6243.28955 [316] validation_0-mae:5633.73633 validation_1-mae:6243.23242 [317] validation_0-mae:5632.22412 validation_1-mae:6242.14111 [318] validation_0-mae:5630.06348 validation_1-mae:6240.79248 [319] validation_0-mae:5625.81103 validation_1-mae:6239.51025 [320] validation_0-mae:5625.35938 validation_1-mae:6239.35107 [321] validation_0-mae:5624.41260 validation_1-mae:6239.28418 [322] validation_0-mae:5622.46094 validation_1-mae:6237.34961 [323] validation_0-mae:5621.13916 validation_1-mae:6237.26855 [324] validation_0-mae:5614.43311 validation_1-mae:6234.44580 [325] validation_0-mae:5612.21924 validation_1-mae:6234.17334 [326] validation_0-mae:5611.57910 validation_1-mae:6233.82617 [327] validation_0-mae:5608.73535 validation_1-mae:6233.72363 [328] validation_0-mae:5605.86084 validation_1-mae:6233.09668 [329] validation_0-mae:5602.60693 validation_1-mae:6230.96387 [330] validation_0-mae:5600.39502 validation_1-mae:6229.60059 [331] validation_0-mae:5597.76025 validation_1-mae:6228.25830 [332] validation_0-mae:5594.88574 validation_1-mae:6226.90723 [333] validation_0-mae:5588.48682 validation_1-mae:6223.05469 [334] validation_0-mae:5587.54590 validation_1-mae:6222.76953 [335] validation_0-mae:5585.92383 validation_1-mae:6222.64844 [336] validation_0-mae:5582.87451 validation_1-mae:6221.39453 [337] validation_0-mae:5580.86572 validation_1-mae:6220.76562 [338] validation_0-mae:5575.59277 validation_1-mae:6217.55469 [339] validation_0-mae:5573.90381 validation_1-mae:6216.56006 [340] validation_0-mae:5572.47754 validation_1-mae:6215.90918 [341] validation_0-mae:5570.25293 validation_1-mae:6215.51123 [342] validation_0-mae:5569.93115 validation_1-mae:6215.30762 [343] validation_0-mae:5567.29053 validation_1-mae:6215.07715 [344] validation_0-mae:5565.49121 validation_1-mae:6214.18994 [345] validation_0-mae:5563.84766 validation_1-mae:6213.80713 [346] validation_0-mae:5560.52539 validation_1-mae:6212.97022 [347] validation_0-mae:5555.78467 validation_1-mae:6210.08252 [348] validation_0-mae:5551.69824 validation_1-mae:6210.41553 [349] validation_0-mae:5549.69775 validation_1-mae:6210.50244 [350] validation_0-mae:5546.60352 validation_1-mae:6208.88916 [351] validation_0-mae:5543.94092 validation_1-mae:6208.09961 [352] validation_0-mae:5541.94629 validation_1-mae:6207.57715 [353] validation_0-mae:5540.14062 validation_1-mae:6207.73828 [354] validation_0-mae:5538.34619 validation_1-mae:6206.34277 [355] validation_0-mae:5538.06738 validation_1-mae:6206.31055 [356] validation_0-mae:5536.58887 validation_1-mae:6205.78613 [357] validation_0-mae:5535.39893 validation_1-mae:6205.70410 [358] validation_0-mae:5531.95752 validation_1-mae:6205.32031 [359] validation_0-mae:5530.88184 validation_1-mae:6204.51318 [360] validation_0-mae:5529.56543 validation_1-mae:6204.21240 [361] validation_0-mae:5527.32471 validation_1-mae:6203.93897 [362] validation_0-mae:5525.15381 validation_1-mae:6203.74463 [363] validation_0-mae:5522.49512 validation_1-mae:6203.35840 [364] validation_0-mae:5517.52490 validation_1-mae:6201.32129 [365] validation_0-mae:5513.23242 validation_1-mae:6198.76123 [366] validation_0-mae:5510.50488 validation_1-mae:6198.30420 [367] validation_0-mae:5508.37500 validation_1-mae:6196.75147 [368] validation_0-mae:5505.71484 validation_1-mae:6196.27588 [369] validation_0-mae:5503.68115 validation_1-mae:6196.43603 [370] validation_0-mae:5503.37500 validation_1-mae:6196.26807 [371] validation_0-mae:5500.21826 validation_1-mae:6195.39697 [372] validation_0-mae:5496.22070 validation_1-mae:6192.38184 [373] validation_0-mae:5490.40820 validation_1-mae:6188.53613 [374] validation_0-mae:5486.83936 validation_1-mae:6186.56592 [375] validation_0-mae:5485.80371 validation_1-mae:6186.14453 [376] validation_0-mae:5484.61816 validation_1-mae:6185.66309 [377] validation_0-mae:5484.01953 validation_1-mae:6185.60742 [378] validation_0-mae:5482.04932 validation_1-mae:6184.80225 [379] validation_0-mae:5480.71533 validation_1-mae:6185.01562 [380] validation_0-mae:5479.45361 validation_1-mae:6184.69873 [381] validation_0-mae:5476.78369 validation_1-mae:6182.90625 [382] validation_0-mae:5473.10059 validation_1-mae:6182.01270 [383] validation_0-mae:5471.52148 validation_1-mae:6181.84228 [384] validation_0-mae:5468.25537 validation_1-mae:6179.72363 [385] validation_0-mae:5466.14648 validation_1-mae:6180.11475 [386] validation_0-mae:5464.08545 validation_1-mae:6179.54150 [387] validation_0-mae:5463.74170 validation_1-mae:6179.59863 [388] validation_0-mae:5461.81250 validation_1-mae:6178.42285 [389] validation_0-mae:5458.83984 validation_1-mae:6176.78955 [390] validation_0-mae:5456.89453 validation_1-mae:6176.71924 [391] validation_0-mae:5455.76123 validation_1-mae:6177.34131 [392] validation_0-mae:5454.96728 validation_1-mae:6177.41211 [393] validation_0-mae:5453.36230 validation_1-mae:6176.84033 [394] validation_0-mae:5451.77881 validation_1-mae:6177.43213 [395] validation_0-mae:5449.75244 validation_1-mae:6176.34131 [396] validation_0-mae:5448.71875 validation_1-mae:6175.99561 [397] validation_0-mae:5445.97607 validation_1-mae:6174.46143 [398] validation_0-mae:5444.40967 validation_1-mae:6173.50147 [399] validation_0-mae:5443.05029 validation_1-mae:6173.27734 [400] validation_0-mae:5442.43066 validation_1-mae:6173.34033 [401] validation_0-mae:5440.88574 validation_1-mae:6173.15918 [402] validation_0-mae:5438.29785 validation_1-mae:6172.22559 [403] validation_0-mae:5434.56055 validation_1-mae:6170.32861 [404] validation_0-mae:5431.37744 validation_1-mae:6169.22949 [405] validation_0-mae:5427.14697 validation_1-mae:6167.01904 [406] validation_0-mae:5425.13379 validation_1-mae:6166.73047 [407] validation_0-mae:5422.82422 validation_1-mae:6165.54248 [408] validation_0-mae:5420.07520 validation_1-mae:6163.70752 [409] validation_0-mae:5419.31348 validation_1-mae:6163.52686 [410] validation_0-mae:5417.85889 validation_1-mae:6163.44727 [411] validation_0-mae:5416.18701 validation_1-mae:6162.15820 [412] validation_0-mae:5415.76709 validation_1-mae:6161.85742 [413] validation_0-mae:5414.38916 validation_1-mae:6161.08398 [414] validation_0-mae:5413.34180 validation_1-mae:6161.06397 [415] validation_0-mae:5411.61914 validation_1-mae:6161.03174 [416] validation_0-mae:5409.82666 validation_1-mae:6161.01172 [417] validation_0-mae:5407.30127 validation_1-mae:6160.67920 [418] validation_0-mae:5404.26416 validation_1-mae:6158.83301 [419] validation_0-mae:5403.03467 validation_1-mae:6158.44971 [420] validation_0-mae:5401.19531 validation_1-mae:6158.32617 [421] validation_0-mae:5399.70752 validation_1-mae:6158.32959 [422] validation_0-mae:5398.74805 validation_1-mae:6158.31055 [423] validation_0-mae:5398.08252 validation_1-mae:6158.26807 [424] validation_0-mae:5396.10938 validation_1-mae:6158.37549 [425] validation_0-mae:5394.20605 validation_1-mae:6158.02539 [426] validation_0-mae:5392.88574 validation_1-mae:6157.99658 [427] validation_0-mae:5391.83984 validation_1-mae:6157.75439 [428] validation_0-mae:5390.40576 validation_1-mae:6157.68164 [429] validation_0-mae:5390.01904 validation_1-mae:6157.60889 [430] validation_0-mae:5388.55371 validation_1-mae:6156.74707 [431] validation_0-mae:5386.91357 validation_1-mae:6156.40918 [432] validation_0-mae:5384.40527 validation_1-mae:6154.70801 [433] validation_0-mae:5382.77686 validation_1-mae:6153.74268 [434] validation_0-mae:5381.76025 validation_1-mae:6153.28711 [435] validation_0-mae:5378.49365 validation_1-mae:6151.80811 [436] validation_0-mae:5376.20410 validation_1-mae:6151.19971 [437] validation_0-mae:5373.27002 validation_1-mae:6149.38086 [438] validation_0-mae:5370.62207 validation_1-mae:6148.91406 [439] validation_0-mae:5367.76465 validation_1-mae:6148.12207 [440] validation_0-mae:5364.55371 validation_1-mae:6146.72266 [441] validation_0-mae:5362.44775 validation_1-mae:6146.07471 [442] validation_0-mae:5361.25781 validation_1-mae:6145.79004 [443] validation_0-mae:5359.41992 validation_1-mae:6144.38672 [444] validation_0-mae:5356.87207 validation_1-mae:6143.08301 [445] validation_0-mae:5354.59863 validation_1-mae:6143.26514 [446] validation_0-mae:5352.75684 validation_1-mae:6142.90625 [447] validation_0-mae:5350.96777 validation_1-mae:6142.53760 [448] validation_0-mae:5350.78955 validation_1-mae:6142.62939 [449] validation_0-mae:5348.65381 validation_1-mae:6142.66504 [450] validation_0-mae:5347.73438 validation_1-mae:6142.35547 [451] validation_0-mae:5346.04541 validation_1-mae:6143.02295 [452] validation_0-mae:5345.21631 validation_1-mae:6142.66211 [453] validation_0-mae:5343.95508 validation_1-mae:6142.83740 [454] validation_0-mae:5340.10400 validation_1-mae:6141.65381 [455] validation_0-mae:5339.57422 validation_1-mae:6141.70508 [456] validation_0-mae:5337.25830 validation_1-mae:6140.82373 [457] validation_0-mae:5336.37988 validation_1-mae:6141.53955 [458] validation_0-mae:5332.94971 validation_1-mae:6141.05273 [459] validation_0-mae:5331.29053 validation_1-mae:6140.86230 [460] validation_0-mae:5331.00928 validation_1-mae:6140.91064 [461] validation_0-mae:5330.01709 validation_1-mae:6140.67090 [462] validation_0-mae:5328.16162 validation_1-mae:6140.15478 [463] validation_0-mae:5325.56445 validation_1-mae:6139.40820 [464] validation_0-mae:5324.16797 validation_1-mae:6138.55957 [465] validation_0-mae:5322.39893 validation_1-mae:6138.90283 [466] validation_0-mae:5318.21143 validation_1-mae:6136.54639 [467] validation_0-mae:5316.91992 validation_1-mae:6136.68603 [468] validation_0-mae:5315.10547 validation_1-mae:6136.22852 [469] validation_0-mae:5313.90820 validation_1-mae:6136.10596 [470] validation_0-mae:5310.69238 validation_1-mae:6134.95361 [471] validation_0-mae:5309.25732 validation_1-mae:6134.67090 [472] validation_0-mae:5306.07275 validation_1-mae:6133.32324 [473] validation_0-mae:5305.93701 validation_1-mae:6133.22656 [474] validation_0-mae:5305.13525 validation_1-mae:6132.97266 [475] validation_0-mae:5303.32080 validation_1-mae:6132.29297 [476] validation_0-mae:5302.55762 validation_1-mae:6132.15430 [477] validation_0-mae:5299.77539 validation_1-mae:6130.93701 [478] validation_0-mae:5299.44629 validation_1-mae:6130.89062 [479] validation_0-mae:5299.26807 validation_1-mae:6130.87451 [480] validation_0-mae:5294.57031 validation_1-mae:6129.28564 [481] validation_0-mae:5293.78223 validation_1-mae:6129.77051 [482] validation_0-mae:5292.05811 validation_1-mae:6129.39502 [483] validation_0-mae:5289.14258 validation_1-mae:6128.28613 [484] validation_0-mae:5286.23535 validation_1-mae:6128.00000 [485] validation_0-mae:5284.17139 validation_1-mae:6127.46924 [486] validation_0-mae:5282.87012 validation_1-mae:6127.95996 [487] validation_0-mae:5282.20166 validation_1-mae:6127.62598 [488] validation_0-mae:5280.97559 validation_1-mae:6127.54932 [489] validation_0-mae:5279.14404 validation_1-mae:6128.12256 [490] validation_0-mae:5276.58398 validation_1-mae:6127.68262 [491] validation_0-mae:5275.09912 validation_1-mae:6128.10596 [492] validation_0-mae:5273.32861 validation_1-mae:6126.95752 [493] validation_0-mae:5272.55615 validation_1-mae:6126.64502 [494] validation_0-mae:5270.96338 validation_1-mae:6126.16113 [495] validation_0-mae:5269.71289 validation_1-mae:6125.98779 [496] validation_0-mae:5268.06543 validation_1-mae:6125.42871 [497] validation_0-mae:5266.48340 validation_1-mae:6124.35791 [498] validation_0-mae:5265.82715 validation_1-mae:6123.89941 [499] validation_0-mae:5264.79883 validation_1-mae:6123.57031 [500] validation_0-mae:5262.34082 validation_1-mae:6123.07520 [501] validation_0-mae:5260.68018 validation_1-mae:6123.02978 [502] validation_0-mae:5260.07373 validation_1-mae:6122.99023 [503] validation_0-mae:5259.30615 validation_1-mae:6123.20654 [504] validation_0-mae:5259.18164 validation_1-mae:6123.23438 [505] validation_0-mae:5258.46240 validation_1-mae:6122.89209 [506] validation_0-mae:5257.44043 validation_1-mae:6122.77051 [507] validation_0-mae:5255.76123 validation_1-mae:6122.56397 [508] validation_0-mae:5254.47754 validation_1-mae:6122.76318 [509] validation_0-mae:5252.38379 validation_1-mae:6123.02051 [510] validation_0-mae:5250.13330 validation_1-mae:6122.49121 [511] validation_0-mae:5248.62012 validation_1-mae:6121.79395 [512] validation_0-mae:5248.22607 validation_1-mae:6121.64355 [513] validation_0-mae:5247.09668 validation_1-mae:6121.63965 [514] validation_0-mae:5243.97168 validation_1-mae:6120.24023 [515] validation_0-mae:5242.29150 validation_1-mae:6119.63818 [516] validation_0-mae:5239.13965 validation_1-mae:6119.57080 [517] validation_0-mae:5237.55322 validation_1-mae:6119.69580 [518] validation_0-mae:5233.40625 validation_1-mae:6117.85352 [519] validation_0-mae:5230.67041 validation_1-mae:6118.19043 [520] validation_0-mae:5229.27393 validation_1-mae:6117.71289 [521] validation_0-mae:5226.87256 validation_1-mae:6117.60596 [522] validation_0-mae:5225.15772 validation_1-mae:6117.22852 [523] validation_0-mae:5223.94189 validation_1-mae:6117.05713 [524] validation_0-mae:5223.27978 validation_1-mae:6117.07666 [525] validation_0-mae:5222.33496 validation_1-mae:6115.77686 [526] validation_0-mae:5221.88135 validation_1-mae:6115.31103 [527] validation_0-mae:5220.91211 validation_1-mae:6115.14746 [528] validation_0-mae:5216.34766 validation_1-mae:6112.84863 [529] validation_0-mae:5215.14746 validation_1-mae:6112.76221 [530] validation_0-mae:5214.30078 validation_1-mae:6112.59326 [531] validation_0-mae:5211.93359 validation_1-mae:6111.79004 [532] validation_0-mae:5211.24805 validation_1-mae:6111.62744 [533] validation_0-mae:5209.49561 validation_1-mae:6111.20068 [534] validation_0-mae:5207.66016 validation_1-mae:6110.33008 [535] validation_0-mae:5205.18799 validation_1-mae:6109.99561 [536] validation_0-mae:5204.12891 validation_1-mae:6109.82129 [537] validation_0-mae:5200.82275 validation_1-mae:6107.80078 [538] validation_0-mae:5199.62891 validation_1-mae:6107.22998 [539] validation_0-mae:5198.71924 validation_1-mae:6107.28125 [540] validation_0-mae:5197.09668 validation_1-mae:6106.30225 [541] validation_0-mae:5194.42480 validation_1-mae:6105.05176 [542] validation_0-mae:5192.49512 validation_1-mae:6105.20996 [543] validation_0-mae:5190.82227 validation_1-mae:6104.59375 [544] validation_0-mae:5187.39062 validation_1-mae:6103.27637 [545] validation_0-mae:5186.37793 validation_1-mae:6103.41211 [546] validation_0-mae:5184.46289 validation_1-mae:6102.76562 [547] validation_0-mae:5182.89746 validation_1-mae:6103.44824 [548] validation_0-mae:5181.89697 validation_1-mae:6103.04395 [549] validation_0-mae:5180.42090 validation_1-mae:6102.97998 [550] validation_0-mae:5177.46826 validation_1-mae:6103.11914 [551] validation_0-mae:5175.52832 validation_1-mae:6102.62451 [552] validation_0-mae:5173.13184 validation_1-mae:6103.19043 [553] validation_0-mae:5171.13428 validation_1-mae:6103.25977 [554] validation_0-mae:5169.84668 validation_1-mae:6103.65723 [555] validation_0-mae:5168.90527 validation_1-mae:6104.11963 [556] validation_0-mae:5166.85742 validation_1-mae:6102.74170 [557] validation_0-mae:5165.92236 validation_1-mae:6102.10938 [558] validation_0-mae:5164.81152 validation_1-mae:6101.98389 [559] validation_0-mae:5162.58398 validation_1-mae:6100.85156 [560] validation_0-mae:5160.54346 validation_1-mae:6100.09424 [561] validation_0-mae:5157.80371 validation_1-mae:6099.30225 [562] validation_0-mae:5156.48389 validation_1-mae:6099.57666 [563] validation_0-mae:5153.29053 validation_1-mae:6098.90137 [564] validation_0-mae:5152.82471 validation_1-mae:6098.53125 [565] validation_0-mae:5151.65527 validation_1-mae:6098.51367 [566] validation_0-mae:5150.92676 validation_1-mae:6098.13379 [567] validation_0-mae:5150.28272 validation_1-mae:6098.02686 [568] validation_0-mae:5148.55957 validation_1-mae:6097.77197 [569] validation_0-mae:5146.44238 validation_1-mae:6097.31348 [570] validation_0-mae:5145.37061 validation_1-mae:6097.40869 [571] validation_0-mae:5143.54150 validation_1-mae:6096.51758 [572] validation_0-mae:5141.93018 validation_1-mae:6096.65430 [573] validation_0-mae:5138.50879 validation_1-mae:6095.59082 [574] validation_0-mae:5136.63379 validation_1-mae:6095.47754 [575] validation_0-mae:5135.74463 validation_1-mae:6095.90772 [576] validation_0-mae:5135.64551 validation_1-mae:6095.98193 [577] validation_0-mae:5134.53418 validation_1-mae:6095.80615 [578] validation_0-mae:5132.88135 validation_1-mae:6095.94971 [579] validation_0-mae:5132.39014 validation_1-mae:6095.76758 [580] validation_0-mae:5131.03662 validation_1-mae:6095.68603 [581] validation_0-mae:5129.09082 validation_1-mae:6095.24756 [582] validation_0-mae:5126.39258 validation_1-mae:6094.33838 [583] validation_0-mae:5125.22998 validation_1-mae:6094.22363 [584] validation_0-mae:5123.69287 validation_1-mae:6093.78320 [585] validation_0-mae:5122.42529 validation_1-mae:6093.93164 [586] validation_0-mae:5120.99072 validation_1-mae:6092.91797 [587] validation_0-mae:5119.99072 validation_1-mae:6092.33252 [588] validation_0-mae:5118.94922 validation_1-mae:6091.82031 [589] validation_0-mae:5117.18603 validation_1-mae:6091.26416 [590] validation_0-mae:5116.27734 validation_1-mae:6091.03223 [591] validation_0-mae:5113.43506 validation_1-mae:6090.71533 [592] validation_0-mae:5112.13623 validation_1-mae:6091.01074 [593] validation_0-mae:5110.06299 validation_1-mae:6089.56543 [594] validation_0-mae:5108.98291 validation_1-mae:6089.57520 [595] validation_0-mae:5107.02588 validation_1-mae:6088.99609 [596] validation_0-mae:5105.56103 validation_1-mae:6088.86035 [597] validation_0-mae:5104.16309 validation_1-mae:6088.21289 [598] validation_0-mae:5101.83447 validation_1-mae:6086.67383 [599] validation_0-mae:5099.21436 validation_1-mae:6086.51855 [600] validation_0-mae:5097.49561 validation_1-mae:6086.86328 [601] validation_0-mae:5096.01074 validation_1-mae:6086.51709 [602] validation_0-mae:5094.60840 validation_1-mae:6086.09570 [603] validation_0-mae:5092.67480 validation_1-mae:6086.03516 [604] validation_0-mae:5091.66357 validation_1-mae:6085.76807 [605] validation_0-mae:5089.73340 validation_1-mae:6086.06787 [606] validation_0-mae:5088.56494 validation_1-mae:6085.91113 [607] validation_0-mae:5087.11914 validation_1-mae:6085.24951 [608] validation_0-mae:5085.40820 validation_1-mae:6084.50635 [609] validation_0-mae:5083.61475 validation_1-mae:6084.63965 [610] validation_0-mae:5082.35498 validation_1-mae:6084.55713 [611] validation_0-mae:5081.06006 validation_1-mae:6084.99121 [612] validation_0-mae:5080.82764 validation_1-mae:6084.75342 [613] validation_0-mae:5080.38086 validation_1-mae:6084.74658 [614] validation_0-mae:5078.71240 validation_1-mae:6084.32520 [615] validation_0-mae:5078.00098 validation_1-mae:6083.96533 [616] validation_0-mae:5077.68262 validation_1-mae:6083.68018 [617] validation_0-mae:5076.85840 validation_1-mae:6083.89014 [618] validation_0-mae:5075.49170 validation_1-mae:6082.74414 [619] validation_0-mae:5073.43701 validation_1-mae:6083.08936 [620] validation_0-mae:5072.57080 validation_1-mae:6083.30225 [621] validation_0-mae:5071.10693 validation_1-mae:6083.55127 [622] validation_0-mae:5069.58887 validation_1-mae:6083.47217 [623] validation_0-mae:5067.91016 validation_1-mae:6083.00879 [624] validation_0-mae:5066.16162 validation_1-mae:6083.54346 [625] validation_0-mae:5065.17773 validation_1-mae:6083.47070 [626] validation_0-mae:5064.78369 validation_1-mae:6083.50000 [627] validation_0-mae:5064.29102 validation_1-mae:6083.42236 [628] validation_0-mae:5063.06445 validation_1-mae:6083.14209 [629] validation_0-mae:5060.38232 validation_1-mae:6082.67920 [630] validation_0-mae:5058.74121 validation_1-mae:6081.85596 [631] validation_0-mae:5057.56201 validation_1-mae:6081.61621 [632] validation_0-mae:5056.94287 validation_1-mae:6081.59424 [633] validation_0-mae:5054.37939 validation_1-mae:6081.30664 [634] validation_0-mae:5051.37939 validation_1-mae:6080.39844 [635] validation_0-mae:5050.37549 validation_1-mae:6080.73486 [636] validation_0-mae:5048.82275 validation_1-mae:6081.03125 [637] validation_0-mae:5047.11963 validation_1-mae:6081.16650 [638] validation_0-mae:5043.89307 validation_1-mae:6079.49951 [639] validation_0-mae:5042.47656 validation_1-mae:6079.97803 [640] validation_0-mae:5039.88525 validation_1-mae:6080.06738 [641] validation_0-mae:5038.10303 validation_1-mae:6079.99121 [642] validation_0-mae:5036.36572 validation_1-mae:6079.66455 [643] validation_0-mae:5034.96191 validation_1-mae:6080.19336 [644] validation_0-mae:5032.95117 validation_1-mae:6080.09033 [645] validation_0-mae:5032.68897 validation_1-mae:6079.78564 [646] validation_0-mae:5030.74463 validation_1-mae:6079.23682 [647] validation_0-mae:5029.38330 validation_1-mae:6078.34814 [648] validation_0-mae:5026.83252 validation_1-mae:6076.98486 [649] validation_0-mae:5024.93164 validation_1-mae:6075.77393 [650] validation_0-mae:5024.13379 validation_1-mae:6075.52881 [651] validation_0-mae:5023.10449 validation_1-mae:6075.50928 [652] validation_0-mae:5020.03564 validation_1-mae:6075.06445 [653] validation_0-mae:5017.91260 validation_1-mae:6075.23291 [654] validation_0-mae:5015.44043 validation_1-mae:6074.75537 [655] validation_0-mae:5012.47852 validation_1-mae:6073.05811 [656] validation_0-mae:5010.05127 validation_1-mae:6072.50244 [657] validation_0-mae:5008.49805 validation_1-mae:6071.73438 [658] validation_0-mae:5007.43701 validation_1-mae:6072.15332 [659] validation_0-mae:5006.78320 validation_1-mae:6072.54932 [660] validation_0-mae:5006.51709 validation_1-mae:6072.47559 [661] validation_0-mae:5005.57031 validation_1-mae:6072.53369 [662] validation_0-mae:5003.99902 validation_1-mae:6072.57666 [663] validation_0-mae:5001.65234 validation_1-mae:6071.73535 [664] validation_0-mae:4999.55615 validation_1-mae:6070.88184 [665] validation_0-mae:4998.76270 validation_1-mae:6070.38672 [666] validation_0-mae:4997.52100 validation_1-mae:6070.95996 [667] validation_0-mae:4996.93701 validation_1-mae:6070.82178 [668] validation_0-mae:4996.20020 validation_1-mae:6070.74561 [669] validation_0-mae:4994.65820 validation_1-mae:6070.50928 [670] validation_0-mae:4993.23096 validation_1-mae:6069.73730 [671] validation_0-mae:4991.59522 validation_1-mae:6069.64258 [672] validation_0-mae:4989.64648 validation_1-mae:6069.58301 [673] validation_0-mae:4988.10059 validation_1-mae:6069.59717 [674] validation_0-mae:4986.92773 validation_1-mae:6069.64209 [675] validation_0-mae:4984.46338 validation_1-mae:6068.66113 [676] validation_0-mae:4983.18897 validation_1-mae:6069.03272 [677] validation_0-mae:4981.81201 validation_1-mae:6068.37256 [678] validation_0-mae:4979.99951 validation_1-mae:6067.31689 [679] validation_0-mae:4978.92627 validation_1-mae:6066.42188 [680] validation_0-mae:4977.66895 validation_1-mae:6066.07520 [681] validation_0-mae:4977.52441 validation_1-mae:6066.06738 [682] validation_0-mae:4977.31836 validation_1-mae:6066.00977 [683] validation_0-mae:4975.68066 validation_1-mae:6066.37061 [684] validation_0-mae:4975.16895 validation_1-mae:6066.57373 [685] validation_0-mae:4974.03320 validation_1-mae:6066.46338 [686] validation_0-mae:4973.20752 validation_1-mae:6066.45117 [687] validation_0-mae:4971.73975 validation_1-mae:6066.53809 [688] validation_0-mae:4969.76465 validation_1-mae:6065.78613 [689] validation_0-mae:4967.90186 validation_1-mae:6066.02734 [690] validation_0-mae:4966.66943 validation_1-mae:6065.83887 [691] validation_0-mae:4965.68555 validation_1-mae:6065.66650 [692] validation_0-mae:4963.14355 validation_1-mae:6064.73877 [693] validation_0-mae:4961.78564 validation_1-mae:6064.09424 [694] validation_0-mae:4960.40869 validation_1-mae:6064.15332 [695] validation_0-mae:4959.22949 validation_1-mae:6063.64453 [696] validation_0-mae:4957.73389 validation_1-mae:6063.94482 [697] validation_0-mae:4955.03369 validation_1-mae:6062.25928 [698] validation_0-mae:4953.30176 validation_1-mae:6062.59814 [699] validation_0-mae:4951.93408 validation_1-mae:6062.66699 [700] validation_0-mae:4950.55957 validation_1-mae:6062.85889 [701] validation_0-mae:4949.20166 validation_1-mae:6062.28955 [702] validation_0-mae:4948.21240 validation_1-mae:6062.19482 [703] validation_0-mae:4945.78320 validation_1-mae:6061.13721 [704] validation_0-mae:4942.50488 validation_1-mae:6061.04248 [705] validation_0-mae:4941.88916 validation_1-mae:6061.45654 [706] validation_0-mae:4940.96973 validation_1-mae:6061.24512 [707] validation_0-mae:4937.71289 validation_1-mae:6060.69385 [708] validation_0-mae:4936.38574 validation_1-mae:6060.94971 [709] validation_0-mae:4935.04346 validation_1-mae:6060.45117 [710] validation_0-mae:4933.27930 validation_1-mae:6060.74512 [711] validation_0-mae:4932.43164 validation_1-mae:6060.93750 [712] validation_0-mae:4930.32764 validation_1-mae:6060.45801 [713] validation_0-mae:4930.06201 validation_1-mae:6060.11816 [714] validation_0-mae:4929.21728 validation_1-mae:6060.24365 [715] validation_0-mae:4927.25488 validation_1-mae:6059.39307 [716] validation_0-mae:4925.89209 validation_1-mae:6058.57520 [717] validation_0-mae:4923.96436 validation_1-mae:6058.74316 [718] validation_0-mae:4922.78223 validation_1-mae:6058.59375 [719] validation_0-mae:4920.79834 validation_1-mae:6057.16406 [720] validation_0-mae:4918.54102 validation_1-mae:6056.35059 [721] validation_0-mae:4917.95850 validation_1-mae:6056.02783 [722] validation_0-mae:4916.92041 validation_1-mae:6055.96338 [723] validation_0-mae:4915.34912 validation_1-mae:6056.16260 [724] validation_0-mae:4912.20215 validation_1-mae:6054.28857 [725] validation_0-mae:4911.47412 validation_1-mae:6053.73047 [726] validation_0-mae:4910.82568 validation_1-mae:6053.43213 [727] validation_0-mae:4907.94727 validation_1-mae:6051.41309 [728] validation_0-mae:4906.31445 validation_1-mae:6051.47949 [729] validation_0-mae:4904.89062 validation_1-mae:6050.94189 [730] validation_0-mae:4903.41602 validation_1-mae:6051.11377 [731] validation_0-mae:4902.14209 validation_1-mae:6050.98633 [732] validation_0-mae:4900.77051 validation_1-mae:6051.37500 [733] validation_0-mae:4899.27832 validation_1-mae:6051.52734 [734] validation_0-mae:4898.26465 validation_1-mae:6051.14551 [735] validation_0-mae:4896.31299 validation_1-mae:6051.91357 [736] validation_0-mae:4894.43213 validation_1-mae:6052.16895 [737] validation_0-mae:4892.97168 validation_1-mae:6052.32959 [738] validation_0-mae:4892.18945 validation_1-mae:6052.27051 [739] validation_0-mae:4891.19238 validation_1-mae:6051.75195 [740] validation_0-mae:4890.39014 validation_1-mae:6051.63330 [741] validation_0-mae:4890.06152 validation_1-mae:6051.79150 [742] validation_0-mae:4887.71582 validation_1-mae:6052.14258 [743] validation_0-mae:4886.18897 validation_1-mae:6053.15918 [744] validation_0-mae:4885.04102 validation_1-mae:6053.27490 [745] validation_0-mae:4883.18750 validation_1-mae:6053.32324 [746] validation_0-mae:4880.59961 validation_1-mae:6052.50098 [747] validation_0-mae:4878.88330 validation_1-mae:6053.49512 [748] validation_0-mae:4878.56641 validation_1-mae:6053.61475 [749] validation_0-mae:4874.95654 validation_1-mae:6052.07568 [750] validation_0-mae:4872.64893 validation_1-mae:6050.56103 [751] validation_0-mae:4870.17627 validation_1-mae:6049.95605 [752] validation_0-mae:4867.86768 validation_1-mae:6050.08984 [753] validation_0-mae:4867.29590 validation_1-mae:6050.04102 [754] validation_0-mae:4865.67432 validation_1-mae:6049.63818 [755] validation_0-mae:4862.69727 validation_1-mae:6047.36230 [756] validation_0-mae:4860.57520 validation_1-mae:6046.47656 [757] validation_0-mae:4858.02978 validation_1-mae:6045.78223 [758] validation_0-mae:4856.36572 validation_1-mae:6045.71338 [759] validation_0-mae:4854.84961 validation_1-mae:6044.88525 [760] validation_0-mae:4853.71191 validation_1-mae:6045.08350 [761] validation_0-mae:4852.94043 validation_1-mae:6045.32764 [762] validation_0-mae:4851.51074 validation_1-mae:6044.60254 [763] validation_0-mae:4849.58350 validation_1-mae:6044.28809 [764] validation_0-mae:4848.63037 validation_1-mae:6044.83936 [765] validation_0-mae:4847.58643 validation_1-mae:6044.72217 [766] validation_0-mae:4846.84863 validation_1-mae:6044.50684 [767] validation_0-mae:4845.42773 validation_1-mae:6044.02637 [768] validation_0-mae:4843.13770 validation_1-mae:6044.39453 [769] validation_0-mae:4841.72949 validation_1-mae:6043.49609 [770] validation_0-mae:4839.70996 validation_1-mae:6043.29443 [771] validation_0-mae:4838.13281 validation_1-mae:6043.40381 [772] validation_0-mae:4836.64990 validation_1-mae:6042.63037 [773] validation_0-mae:4835.49121 validation_1-mae:6042.49121 [774] validation_0-mae:4834.24853 validation_1-mae:6042.49853 [775] validation_0-mae:4833.96191 validation_1-mae:6042.29346 [776] validation_0-mae:4833.06006 validation_1-mae:6042.51416 [777] validation_0-mae:4831.12500 validation_1-mae:6041.72314 [778] validation_0-mae:4829.15576 validation_1-mae:6041.68262 [779] validation_0-mae:4826.92188 validation_1-mae:6041.16797 [780] validation_0-mae:4825.96289 validation_1-mae:6040.88281 [781] validation_0-mae:4825.72949 validation_1-mae:6041.08838 [782] validation_0-mae:4823.78564 validation_1-mae:6040.64258 [783] validation_0-mae:4822.68359 validation_1-mae:6041.31201 [784] validation_0-mae:4820.87256 validation_1-mae:6040.85840 [785] validation_0-mae:4819.16113 validation_1-mae:6041.47461 [786] validation_0-mae:4818.00879 validation_1-mae:6041.06201 [787] validation_0-mae:4816.09424 validation_1-mae:6040.84766 [788] validation_0-mae:4815.11084 validation_1-mae:6041.20508 [789] validation_0-mae:4814.29346 validation_1-mae:6041.46924 [790] validation_0-mae:4813.12598 validation_1-mae:6041.60400 [791] validation_0-mae:4811.96533 validation_1-mae:6041.89795 [792] validation_0-mae:4809.88721 validation_1-mae:6041.99121 [793] validation_0-mae:4808.43457 validation_1-mae:6041.83008 [794] validation_0-mae:4807.85986 validation_1-mae:6041.95312 [795] validation_0-mae:4806.55859 validation_1-mae:6041.81494 [796] validation_0-mae:4805.28809 validation_1-mae:6041.88086 [797] validation_0-mae:4803.20850 validation_1-mae:6041.67676 [798] validation_0-mae:4802.62207 validation_1-mae:6041.63184 [799] validation_0-mae:4799.96533 validation_1-mae:6040.21777 [800] validation_0-mae:4798.36523 validation_1-mae:6038.65039 [801] validation_0-mae:4796.73877 validation_1-mae:6038.59131 [802] validation_0-mae:4795.71094 validation_1-mae:6038.43311 [803] validation_0-mae:4794.46094 validation_1-mae:6039.13916 [804] validation_0-mae:4793.31445 validation_1-mae:6039.15430 [805] validation_0-mae:4792.24072 validation_1-mae:6039.04834 [806] validation_0-mae:4791.46094 validation_1-mae:6039.09424 [807] validation_0-mae:4789.31592 validation_1-mae:6038.55371 [808] validation_0-mae:4788.46143 validation_1-mae:6038.42480 [809] validation_0-mae:4785.94775 validation_1-mae:6037.04492 [810] validation_0-mae:4785.72217 validation_1-mae:6036.94922 [811] validation_0-mae:4785.33203 validation_1-mae:6037.17480 [812] validation_0-mae:4784.15967 validation_1-mae:6037.45459 [813] validation_0-mae:4782.05127 validation_1-mae:6036.73828 [814] validation_0-mae:4780.41846 validation_1-mae:6035.86377 [815] validation_0-mae:4779.70215 validation_1-mae:6035.93750 [816] validation_0-mae:4778.48291 validation_1-mae:6036.10889 [817] validation_0-mae:4777.10254 validation_1-mae:6035.88232 [818] validation_0-mae:4776.05469 validation_1-mae:6036.10449 [819] validation_0-mae:4774.85303 validation_1-mae:6035.46777 [820] validation_0-mae:4773.89258 validation_1-mae:6035.68750 [821] validation_0-mae:4773.16748 validation_1-mae:6035.09033 [822] validation_0-mae:4772.08350 validation_1-mae:6035.10400 [823] validation_0-mae:4770.07910 validation_1-mae:6033.64941 [824] validation_0-mae:4769.04492 validation_1-mae:6033.25244 [825] validation_0-mae:4767.15527 validation_1-mae:6033.57812 [826] validation_0-mae:4765.61816 validation_1-mae:6032.96436 [827] validation_0-mae:4763.37500 validation_1-mae:6032.15674 [828] validation_0-mae:4762.32227 validation_1-mae:6031.99853 [829] validation_0-mae:4761.06885 validation_1-mae:6031.76367 [830] validation_0-mae:4759.49658 validation_1-mae:6031.63379 [831] validation_0-mae:4757.61377 validation_1-mae:6031.06934 [832] validation_0-mae:4755.71924 validation_1-mae:6029.75000 [833] validation_0-mae:4754.30566 validation_1-mae:6029.57520 [834] validation_0-mae:4753.27490 validation_1-mae:6029.68311 [835] validation_0-mae:4752.47705 validation_1-mae:6029.83057 [836] validation_0-mae:4751.27930 validation_1-mae:6029.63916 [837] validation_0-mae:4749.59863 validation_1-mae:6029.59766 [838] validation_0-mae:4747.40283 validation_1-mae:6028.74609 [839] validation_0-mae:4746.77930 validation_1-mae:6029.01855 [840] validation_0-mae:4745.83105 validation_1-mae:6028.64160 [841] validation_0-mae:4743.94287 validation_1-mae:6029.11230 [842] validation_0-mae:4742.95898 validation_1-mae:6029.21924 [843] validation_0-mae:4741.65234 validation_1-mae:6029.84131 [844] validation_0-mae:4740.79590 validation_1-mae:6029.56299 [845] validation_0-mae:4739.96973 validation_1-mae:6029.55273 [846] validation_0-mae:4739.27686 validation_1-mae:6029.45703 [847] validation_0-mae:4738.88232 validation_1-mae:6029.44141 [848] validation_0-mae:4736.94043 validation_1-mae:6029.22998 [849] validation_0-mae:4736.05811 validation_1-mae:6028.42090 [850] validation_0-mae:4734.09668 validation_1-mae:6028.59961 [851] validation_0-mae:4732.15967 validation_1-mae:6028.21582 [852] validation_0-mae:4730.64355 validation_1-mae:6028.20068 [853] validation_0-mae:4728.78320 validation_1-mae:6028.03906 [854] validation_0-mae:4726.84131 validation_1-mae:6028.15918 [855] validation_0-mae:4725.38184 validation_1-mae:6027.70361 [856] validation_0-mae:4724.41016 validation_1-mae:6027.91260 [857] validation_0-mae:4722.83936 validation_1-mae:6026.58691 [858] validation_0-mae:4721.68701 validation_1-mae:6026.37842 [859] validation_0-mae:4720.23486 validation_1-mae:6026.07129 [860] validation_0-mae:4718.79639 validation_1-mae:6025.79883 [861] validation_0-mae:4717.81397 validation_1-mae:6025.61084 [862] validation_0-mae:4716.26025 validation_1-mae:6025.70703 [863] validation_0-mae:4715.48486 validation_1-mae:6025.60352 [864] validation_0-mae:4714.58057 validation_1-mae:6025.41406 [865] validation_0-mae:4714.17090 validation_1-mae:6025.74463 [866] validation_0-mae:4712.46240 validation_1-mae:6025.29785 [867] validation_0-mae:4711.14258 validation_1-mae:6025.37402 [868] validation_0-mae:4710.06445 validation_1-mae:6025.41309 [869] validation_0-mae:4708.61279 validation_1-mae:6025.16748 [870] validation_0-mae:4706.64307 validation_1-mae:6024.65527 [871] validation_0-mae:4706.00049 validation_1-mae:6024.72607 [872] validation_0-mae:4704.57959 validation_1-mae:6024.32031 [873] validation_0-mae:4703.06592 validation_1-mae:6024.34961 [874] validation_0-mae:4701.90918 validation_1-mae:6024.56201 [875] validation_0-mae:4701.20166 validation_1-mae:6024.50586 [876] validation_0-mae:4700.00977 validation_1-mae:6024.33203 [877] validation_0-mae:4699.19238 validation_1-mae:6024.28711 [878] validation_0-mae:4698.39453 validation_1-mae:6024.60596 [879] validation_0-mae:4697.49072 validation_1-mae:6024.62695 [880] validation_0-mae:4696.56299 validation_1-mae:6024.86963 [881] validation_0-mae:4696.02539 validation_1-mae:6024.49756 [882] validation_0-mae:4695.12598 validation_1-mae:6024.29785 [883] validation_0-mae:4694.78125 validation_1-mae:6024.10107 [884] validation_0-mae:4693.37793 validation_1-mae:6023.22607 [885] validation_0-mae:4692.60791 validation_1-mae:6023.12988 [886] validation_0-mae:4691.33057 validation_1-mae:6022.70264 [887] validation_0-mae:4690.07861 validation_1-mae:6022.68262 [888] validation_0-mae:4689.42480 validation_1-mae:6022.94531 [889] validation_0-mae:4688.76904 validation_1-mae:6022.81885 [890] validation_0-mae:4687.63574 validation_1-mae:6022.94385 [891] validation_0-mae:4687.22461 validation_1-mae:6022.99805 [892] validation_0-mae:4686.04736 validation_1-mae:6022.73047 [893] validation_0-mae:4685.01270 validation_1-mae:6022.19238 [894] validation_0-mae:4682.53320 validation_1-mae:6022.32031 [895] validation_0-mae:4681.15283 validation_1-mae:6022.18848 [896] validation_0-mae:4680.28516 validation_1-mae:6022.40820 [897] validation_0-mae:4679.22168 validation_1-mae:6021.17090 [898] validation_0-mae:4676.59912 validation_1-mae:6019.66162 [899] validation_0-mae:4675.25293 validation_1-mae:6019.79443 [900] validation_0-mae:4672.59228 validation_1-mae:6019.05371 [901] validation_0-mae:4670.56738 validation_1-mae:6019.11475 [902] validation_0-mae:4669.02832 validation_1-mae:6018.43603 [903] validation_0-mae:4667.95996 validation_1-mae:6018.37647 [904] validation_0-mae:4667.41357 validation_1-mae:6018.05908 [905] validation_0-mae:4665.66748 validation_1-mae:6017.77832 [906] validation_0-mae:4663.75098 validation_1-mae:6018.37256 [907] validation_0-mae:4662.56641 validation_1-mae:6018.24609 [908] validation_0-mae:4660.68848 validation_1-mae:6017.58398 [909] validation_0-mae:4659.57812 validation_1-mae:6017.20947 [910] validation_0-mae:4658.29297 validation_1-mae:6016.97705 [911] validation_0-mae:4657.28467 validation_1-mae:6017.32080 [912] validation_0-mae:4656.24902 validation_1-mae:6017.13818 [913] validation_0-mae:4655.50439 validation_1-mae:6016.95410 [914] validation_0-mae:4654.02051 validation_1-mae:6017.59570 [915] validation_0-mae:4652.71924 validation_1-mae:6017.81543 [916] validation_0-mae:4651.11133 validation_1-mae:6017.05225 [917] validation_0-mae:4649.01074 validation_1-mae:6016.64111 [918] validation_0-mae:4648.56885 validation_1-mae:6016.37207 [919] validation_0-mae:4646.77588 validation_1-mae:6016.52246 [920] validation_0-mae:4646.08252 validation_1-mae:6016.70508 [921] validation_0-mae:4645.98389 validation_1-mae:6016.64307 [922] validation_0-mae:4644.61377 validation_1-mae:6015.92188 [923] validation_0-mae:4643.18457 validation_1-mae:6015.26270 [924] validation_0-mae:4641.44385 validation_1-mae:6014.57959 [925] validation_0-mae:4640.61523 validation_1-mae:6014.67188 [926] validation_0-mae:4639.20264 validation_1-mae:6014.63428 [927] validation_0-mae:4638.88574 validation_1-mae:6014.81250 [928] validation_0-mae:4637.65283 validation_1-mae:6014.70996 [929] validation_0-mae:4636.99853 validation_1-mae:6014.87061 [930] validation_0-mae:4635.22607 validation_1-mae:6014.82715 [931] validation_0-mae:4634.55371 validation_1-mae:6014.60400 [932] validation_0-mae:4634.33984 validation_1-mae:6014.62891 [933] validation_0-mae:4633.68701 validation_1-mae:6015.06299 [934] validation_0-mae:4633.20654 validation_1-mae:6015.35205 [935] validation_0-mae:4631.54639 validation_1-mae:6015.66748 [936] validation_0-mae:4629.92725 validation_1-mae:6015.95508 [937] validation_0-mae:4628.37647 validation_1-mae:6015.06103 [938] validation_0-mae:4627.48926 validation_1-mae:6015.07910 [939] validation_0-mae:4627.11084 validation_1-mae:6015.08301 [940] validation_0-mae:4627.03516 validation_1-mae:6015.04248 [941] validation_0-mae:4626.14453 validation_1-mae:6014.87598 [942] validation_0-mae:4624.96973 validation_1-mae:6014.93994 [943] validation_0-mae:4623.73438 validation_1-mae:6014.53467 [944] validation_0-mae:4621.78711 validation_1-mae:6014.13818 [945] validation_0-mae:4620.46338 validation_1-mae:6014.54150 [946] validation_0-mae:4619.70312 validation_1-mae:6014.66211 [947] validation_0-mae:4618.41064 validation_1-mae:6014.54590 [948] validation_0-mae:4617.66211 validation_1-mae:6014.35010 [949] validation_0-mae:4616.76514 validation_1-mae:6014.16553 [950] validation_0-mae:4616.27783 validation_1-mae:6013.59473 [951] validation_0-mae:4614.45215 validation_1-mae:6013.34912 [952] validation_0-mae:4612.20654 validation_1-mae:6013.61279 [953] validation_0-mae:4610.72754 validation_1-mae:6013.56738 [954] validation_0-mae:4610.13330 validation_1-mae:6013.44482 [955] validation_0-mae:4609.37012 validation_1-mae:6012.93750 [956] validation_0-mae:4607.64941 validation_1-mae:6013.58789 [957] validation_0-mae:4606.97705 validation_1-mae:6013.75830 [958] validation_0-mae:4605.64258 validation_1-mae:6013.67139 [959] validation_0-mae:4604.42725 validation_1-mae:6014.31055 [960] validation_0-mae:4603.58691 validation_1-mae:6014.30127 [961] validation_0-mae:4602.29443 validation_1-mae:6013.99756 [962] validation_0-mae:4601.17969 validation_1-mae:6013.85254 [963] validation_0-mae:4599.84131 validation_1-mae:6013.53223 [964] validation_0-mae:4598.93457 validation_1-mae:6013.45703 [965] validation_0-mae:4597.23779 validation_1-mae:6012.91455 [966] validation_0-mae:4595.40088 validation_1-mae:6012.10156 [967] validation_0-mae:4593.98682 validation_1-mae:6012.48389 [968] validation_0-mae:4591.71094 validation_1-mae:6012.23242 [969] validation_0-mae:4589.28955 validation_1-mae:6011.98633 [970] validation_0-mae:4588.54639 validation_1-mae:6011.98242 [971] validation_0-mae:4586.59131 validation_1-mae:6011.43506 [972] validation_0-mae:4584.72852 validation_1-mae:6011.36328 [973] validation_0-mae:4583.65186 validation_1-mae:6010.58350 [974] validation_0-mae:4581.95361 validation_1-mae:6010.62402 [975] validation_0-mae:4580.19092 validation_1-mae:6009.56152 [976] validation_0-mae:4579.30957 validation_1-mae:6009.41260 [977] validation_0-mae:4578.79199 validation_1-mae:6009.28467 [978] validation_0-mae:4577.94922 validation_1-mae:6009.53613 [979] validation_0-mae:4577.01172 validation_1-mae:6009.39795 [980] validation_0-mae:4576.62061 validation_1-mae:6009.66797 [981] validation_0-mae:4576.18652 validation_1-mae:6009.66455 [982] validation_0-mae:4574.68066 validation_1-mae:6009.74756 [983] validation_0-mae:4573.32568 validation_1-mae:6009.48486 [984] validation_0-mae:4571.86328 validation_1-mae:6009.38037 [985] validation_0-mae:4571.06103 validation_1-mae:6009.31397 [986] validation_0-mae:4570.25977 validation_1-mae:6008.94873 [987] validation_0-mae:4569.06543 validation_1-mae:6008.76904 [988] validation_0-mae:4568.25098 validation_1-mae:6008.66602 [989] validation_0-mae:4567.72949 validation_1-mae:6008.75635 [990] validation_0-mae:4565.84570 validation_1-mae:6008.13184 [991] validation_0-mae:4565.74121 validation_1-mae:6008.18555 [992] validation_0-mae:4564.13330 validation_1-mae:6007.80029 [993] validation_0-mae:4562.36914 validation_1-mae:6007.32861 [994] validation_0-mae:4561.09570 validation_1-mae:6007.24316 [995] validation_0-mae:4560.05713 validation_1-mae:6007.40820 [996] validation_0-mae:4558.41992 validation_1-mae:6008.11084 [997] validation_0-mae:4557.59668 validation_1-mae:6007.82129 [998] validation_0-mae:4557.04053 validation_1-mae:6007.73096 [999] validation_0-mae:4555.71875 validation_1-mae:6007.74561 [1000] validation_0-mae:4554.37598 validation_1-mae:6007.24219 [1001] validation_0-mae:4553.11914 validation_1-mae:6007.03174 [1002] validation_0-mae:4552.44385 validation_1-mae:6007.24365 [1003] validation_0-mae:4550.97705 validation_1-mae:6007.50879 [1004] validation_0-mae:4549.47070 validation_1-mae:6007.45068 [1005] validation_0-mae:4548.02881 validation_1-mae:6007.61523 [1006] validation_0-mae:4546.81689 validation_1-mae:6007.24902 [1007] validation_0-mae:4545.41748 validation_1-mae:6007.16797 [1008] validation_0-mae:4543.65918 validation_1-mae:6007.26953 [1009] validation_0-mae:4542.26660 validation_1-mae:6007.28272 [1010] validation_0-mae:4541.33008 validation_1-mae:6007.35059 [1011] validation_0-mae:4539.70361 validation_1-mae:6007.80225 [1012] validation_0-mae:4537.85742 validation_1-mae:6006.46338 [1013] validation_0-mae:4536.82324 validation_1-mae:6006.38770 [1014] validation_0-mae:4535.55566 validation_1-mae:6006.76855 [1015] validation_0-mae:4534.94336 validation_1-mae:6006.69141 [1016] validation_0-mae:4534.30859 validation_1-mae:6006.64062 [1017] validation_0-mae:4533.04980 validation_1-mae:6006.45166 [1018] validation_0-mae:4532.39893 validation_1-mae:6006.64795 [1019] validation_0-mae:4530.76270 validation_1-mae:6006.43311 [1020] validation_0-mae:4528.57324 validation_1-mae:6006.06689 [1021] validation_0-mae:4528.04102 validation_1-mae:6006.14795 [1022] validation_0-mae:4526.95312 validation_1-mae:6006.04590 [1023] validation_0-mae:4525.60205 validation_1-mae:6006.18408 [1024] validation_0-mae:4524.12695 validation_1-mae:6006.03857 [1025] validation_0-mae:4523.03857 validation_1-mae:6006.32178 [1026] validation_0-mae:4521.61426 validation_1-mae:6006.33594 [1027] validation_0-mae:4520.72119 validation_1-mae:6006.33398 [1028] validation_0-mae:4520.10107 validation_1-mae:6006.15332 [1029] validation_0-mae:4518.26807 validation_1-mae:6005.66699 [1030] validation_0-mae:4517.68408 validation_1-mae:6005.87891 [1031] validation_0-mae:4516.89990 validation_1-mae:6005.67188 [1032] validation_0-mae:4515.99707 validation_1-mae:6005.57812 [1033] validation_0-mae:4515.11914 validation_1-mae:6005.65234 [1034] validation_0-mae:4513.77490 validation_1-mae:6005.02930 [1035] validation_0-mae:4512.89600 validation_1-mae:6005.05762 [1036] validation_0-mae:4512.25732 validation_1-mae:6004.66016 [1037] validation_0-mae:4510.78125 validation_1-mae:6004.62744 [1038] validation_0-mae:4509.36963 validation_1-mae:6004.24121 [1039] validation_0-mae:4508.19287 validation_1-mae:6003.89990 [1040] validation_0-mae:4507.58447 validation_1-mae:6003.75391 [1041] validation_0-mae:4506.79443 validation_1-mae:6003.80713 [1042] validation_0-mae:4505.85596 validation_1-mae:6003.84619 [1043] validation_0-mae:4504.91406 validation_1-mae:6004.21582 [1044] validation_0-mae:4503.96387 validation_1-mae:6003.85010 [1045] validation_0-mae:4502.99707 validation_1-mae:6003.42383 [1046] validation_0-mae:4502.16406 validation_1-mae:6003.65576 [1047] validation_0-mae:4501.27197 validation_1-mae:6003.61328 [1048] validation_0-mae:4500.35205 validation_1-mae:6004.20605 [1049] validation_0-mae:4499.32568 validation_1-mae:6004.73682 [1050] validation_0-mae:4498.50342 validation_1-mae:6004.75147 [1051] validation_0-mae:4497.30029 validation_1-mae:6005.02051 [1052] validation_0-mae:4495.99853 validation_1-mae:6005.14697 [1053] validation_0-mae:4495.15772 validation_1-mae:6005.22998 [1054] validation_0-mae:4493.84082 validation_1-mae:6005.33301 [1055] validation_0-mae:4492.88135 validation_1-mae:6004.98242 [1056] validation_0-mae:4491.97314 validation_1-mae:6004.55420 [1057] validation_0-mae:4491.22510 validation_1-mae:6004.56494 [1058] validation_0-mae:4490.26855 validation_1-mae:6004.34619 [1059] validation_0-mae:4489.07227 validation_1-mae:6004.64551 [1060] validation_0-mae:4487.22412 validation_1-mae:6004.29639 [1061] validation_0-mae:4485.69824 validation_1-mae:6004.81397 [1062] validation_0-mae:4484.92773 validation_1-mae:6005.14795 [1063] validation_0-mae:4483.09766 validation_1-mae:6004.92578 [1064] validation_0-mae:4481.85547 validation_1-mae:6004.74609 [1065] validation_0-mae:4480.82324 validation_1-mae:6004.69971 [1066] validation_0-mae:4479.20996 validation_1-mae:6003.76318 [1067] validation_0-mae:4478.07959 validation_1-mae:6003.73242 [1068] validation_0-mae:4477.35791 validation_1-mae:6004.18066 [1069] validation_0-mae:4475.51172 validation_1-mae:6004.52246 [1070] validation_0-mae:4474.82666 validation_1-mae:6004.37647 [1071] validation_0-mae:4474.14648 validation_1-mae:6004.60156 [1072] validation_0-mae:4472.67773 validation_1-mae:6003.73438 [1073] validation_0-mae:4472.27051 validation_1-mae:6003.97314 [1074] validation_0-mae:4470.92676 validation_1-mae:6003.76904 [1075] validation_0-mae:4469.97119 validation_1-mae:6004.70654 [1076] validation_0-mae:4469.58301 validation_1-mae:6004.77295 [1077] validation_0-mae:4469.43652 validation_1-mae:6005.06152 [1078] validation_0-mae:4469.01172 validation_1-mae:6004.86035 [1079] validation_0-mae:4467.37207 validation_1-mae:6004.37353 [1080] validation_0-mae:4466.61475 validation_1-mae:6004.03076 [1081] validation_0-mae:4465.95117 validation_1-mae:6003.70410 [1082] validation_0-mae:4465.27246 validation_1-mae:6003.94385 [1083] validation_0-mae:4464.56982 validation_1-mae:6003.61816 [1084] validation_0-mae:4463.83594 validation_1-mae:6003.75293 [1085] validation_0-mae:4462.53662 validation_1-mae:6003.61523 [1086] validation_0-mae:4461.79443 validation_1-mae:6003.65576 [1087] validation_0-mae:4461.26074 validation_1-mae:6003.39990 [1088] validation_0-mae:4459.51758 validation_1-mae:6003.43164 [1089] validation_0-mae:4458.21533 validation_1-mae:6003.12012 [1090] validation_0-mae:4456.25928 validation_1-mae:6002.86865 [1091] validation_0-mae:4455.10547 validation_1-mae:6002.47656 [1092] validation_0-mae:4453.85645 validation_1-mae:6002.40772 [1093] validation_0-mae:4452.56152 validation_1-mae:6002.23682 [1094] validation_0-mae:4451.37842 validation_1-mae:6001.67432 [1095] validation_0-mae:4451.18115 validation_1-mae:6001.87939 [1096] validation_0-mae:4450.04443 validation_1-mae:6002.20508 [1097] validation_0-mae:4448.93457 validation_1-mae:6001.88965 [1098] validation_0-mae:4448.71777 validation_1-mae:6001.98682 [1099] validation_0-mae:4448.54834 validation_1-mae:6002.07861 [1100] validation_0-mae:4447.26709 validation_1-mae:6002.51709 [1101] validation_0-mae:4446.11182 validation_1-mae:6002.47510 [1102] validation_0-mae:4444.93506 validation_1-mae:6002.86865 [1103] validation_0-mae:4443.66797 validation_1-mae:6002.72168 [1104] validation_0-mae:4441.92383 validation_1-mae:6001.79395 [1105] validation_0-mae:4440.65869 validation_1-mae:6002.80029 [1106] validation_0-mae:4439.69043 validation_1-mae:6002.39160 [1107] validation_0-mae:4438.51416 validation_1-mae:6001.94287 [1108] validation_0-mae:4437.73828 validation_1-mae:6001.58301 [1109] validation_0-mae:4436.21191 validation_1-mae:6001.39160 [1110] validation_0-mae:4435.18848 validation_1-mae:6001.51562 [1111] validation_0-mae:4433.94922 validation_1-mae:6001.59766 [1112] validation_0-mae:4431.97363 validation_1-mae:6001.56885 [1113] validation_0-mae:4430.14111 validation_1-mae:6000.75781 [1114] validation_0-mae:4429.72363 validation_1-mae:6000.53857 [1115] validation_0-mae:4428.39600 validation_1-mae:6000.63330 [1116] validation_0-mae:4427.43213 validation_1-mae:6000.99121 [1117] validation_0-mae:4426.95410 validation_1-mae:6000.91211 [1118] validation_0-mae:4425.42676 validation_1-mae:6000.78027 [1119] validation_0-mae:4424.24756 validation_1-mae:6001.22168 [1120] validation_0-mae:4423.30273 validation_1-mae:6000.95801 [1121] validation_0-mae:4422.08740 validation_1-mae:6001.19189 [1122] validation_0-mae:4421.50098 validation_1-mae:6001.30176 [1123] validation_0-mae:4421.05957 validation_1-mae:6001.41553 [1124] validation_0-mae:4419.59522 validation_1-mae:6001.01758 [1125] validation_0-mae:4418.08545 validation_1-mae:6001.41211 [1126] validation_0-mae:4416.65918 validation_1-mae:6001.27930 [1127] validation_0-mae:4415.17578 validation_1-mae:6000.79053 [1128] validation_0-mae:4414.48242 validation_1-mae:6001.31006 [1129] validation_0-mae:4414.29541 validation_1-mae:6001.18506 [1130] validation_0-mae:4413.58984 validation_1-mae:6000.95996 [1131] validation_0-mae:4412.74609 validation_1-mae:6000.71387 [1132] validation_0-mae:4412.15430 validation_1-mae:6000.42285 [1133] validation_0-mae:4411.68018 validation_1-mae:6000.42432 [1134] validation_0-mae:4410.46289 validation_1-mae:6000.97754 [1135] validation_0-mae:4410.05225 validation_1-mae:6000.81885 [1136] validation_0-mae:4409.61230 validation_1-mae:6000.82910 [1137] validation_0-mae:4408.30371 validation_1-mae:6001.12744 [1138] validation_0-mae:4407.61426 validation_1-mae:6000.97217 [1139] validation_0-mae:4406.64258 validation_1-mae:6000.54688 [1140] validation_0-mae:4405.95264 validation_1-mae:6000.68311 [1141] validation_0-mae:4404.75781 validation_1-mae:6000.76709 [1142] validation_0-mae:4404.35107 validation_1-mae:6000.90869 [1143] validation_0-mae:4402.90772 validation_1-mae:6000.39111 [1144] validation_0-mae:4402.41650 validation_1-mae:6000.31836 [1145] validation_0-mae:4401.47070 validation_1-mae:6000.52930 [1146] validation_0-mae:4400.81787 validation_1-mae:6000.75293 [1147] validation_0-mae:4399.65137 validation_1-mae:6000.51465 [1148] validation_0-mae:4398.77978 validation_1-mae:5999.33838 [1149] validation_0-mae:4397.67041 validation_1-mae:5999.39258 [1150] validation_0-mae:4396.73389 validation_1-mae:5999.83984 [1151] validation_0-mae:4395.96143 validation_1-mae:6000.22363 [1152] validation_0-mae:4395.05615 validation_1-mae:6000.39355 [1153] validation_0-mae:4394.05127 validation_1-mae:6000.93115 [1154] validation_0-mae:4393.14746 validation_1-mae:6000.76074 [1155] validation_0-mae:4392.24609 validation_1-mae:6000.63037 [1156] validation_0-mae:4391.19189 validation_1-mae:6000.66260 [1157] validation_0-mae:4390.50049 validation_1-mae:6000.31836 [1158] validation_0-mae:4389.81250 validation_1-mae:6000.29443 [1159] validation_0-mae:4389.17090 validation_1-mae:6000.35498 [1160] validation_0-mae:4388.11865 validation_1-mae:6000.53272 [1161] validation_0-mae:4386.42383 validation_1-mae:6000.16211 [1162] validation_0-mae:4385.37305 validation_1-mae:6000.08008 [1163] validation_0-mae:4384.91162 validation_1-mae:6000.06055 [1164] validation_0-mae:4384.42480 validation_1-mae:6000.33154 [1165] validation_0-mae:4384.09522 validation_1-mae:6000.39258 [1166] validation_0-mae:4383.39844 validation_1-mae:6000.43408 [1167] validation_0-mae:4382.01465 validation_1-mae:6000.13232 [1168] validation_0-mae:4380.87451 validation_1-mae:5999.65723 [1169] validation_0-mae:4380.35645 validation_1-mae:5999.45312 [1170] validation_0-mae:4379.69482 validation_1-mae:5999.29297 [1171] validation_0-mae:4379.09717 validation_1-mae:5999.18213 [1172] validation_0-mae:4378.70703 validation_1-mae:5999.16895 [1173] validation_0-mae:4377.61719 validation_1-mae:5999.93945 [1174] validation_0-mae:4377.26221 validation_1-mae:5999.77148 [1175] validation_0-mae:4376.11084 validation_1-mae:5999.95459 [1176] validation_0-mae:4375.61963 validation_1-mae:5999.81250 [1177] validation_0-mae:4374.96680 validation_1-mae:5999.99707 [1178] validation_0-mae:4374.83594 validation_1-mae:6000.03809 [1179] validation_0-mae:4374.64258 validation_1-mae:6000.01611 [1180] validation_0-mae:4374.26221 validation_1-mae:5999.93701 [1181] validation_0-mae:4373.18115 validation_1-mae:6000.03906 [1182] validation_0-mae:4372.39697 validation_1-mae:5999.86719 [1183] validation_0-mae:4371.72900 validation_1-mae:6000.05664 [1184] validation_0-mae:4370.67236 validation_1-mae:5999.98242 [1185] validation_0-mae:4369.54297 validation_1-mae:6000.17676 [1186] validation_0-mae:4368.84082 validation_1-mae:6000.50537 [1187] validation_0-mae:4368.17871 validation_1-mae:6000.51807 [1188] validation_0-mae:4367.20068 validation_1-mae:5999.99023 [1189] validation_0-mae:4366.55371 validation_1-mae:5999.79688 [1190] validation_0-mae:4366.18311 validation_1-mae:5999.63916 [1191] validation_0-mae:4365.39014 validation_1-mae:5999.25147 [1192] validation_0-mae:4364.47461 validation_1-mae:5999.01758 [1193] validation_0-mae:4362.20459 validation_1-mae:5998.03906 [1194] validation_0-mae:4361.20166 validation_1-mae:5997.79639 [1195] validation_0-mae:4359.42236 validation_1-mae:5997.55420 [1196] validation_0-mae:4358.87207 validation_1-mae:5997.38672 [1197] validation_0-mae:4358.66162 validation_1-mae:5997.50195 [1198] validation_0-mae:4358.38672 validation_1-mae:5997.63818 [1199] validation_0-mae:4356.64551 validation_1-mae:5997.43799 [1200] validation_0-mae:4355.92285 validation_1-mae:5997.57715 [1201] validation_0-mae:4355.05762 validation_1-mae:5997.50586 [1202] validation_0-mae:4353.15088 validation_1-mae:5997.39502 [1203] validation_0-mae:4351.53467 validation_1-mae:5996.73145 [1204] validation_0-mae:4350.06152 validation_1-mae:5996.43994 [1205] validation_0-mae:4348.61377 validation_1-mae:5995.93750 [1206] validation_0-mae:4347.98877 validation_1-mae:5996.10107 [1207] validation_0-mae:4346.30469 validation_1-mae:5995.48975 [1208] validation_0-mae:4345.34228 validation_1-mae:5994.82861 [1209] validation_0-mae:4344.31103 validation_1-mae:5994.73096 [1210] validation_0-mae:4343.74219 validation_1-mae:5994.81201 [1211] validation_0-mae:4342.79834 validation_1-mae:5994.47705 [1212] validation_0-mae:4341.92236 validation_1-mae:5994.60449 [1213] validation_0-mae:4341.57764 validation_1-mae:5994.49658 [1214] validation_0-mae:4340.29541 validation_1-mae:5995.30371 [1215] validation_0-mae:4339.58350 validation_1-mae:5994.98584 [1216] validation_0-mae:4338.77783 validation_1-mae:5994.96680 [1217] validation_0-mae:4338.19775 validation_1-mae:5995.03125 [1218] validation_0-mae:4337.02393 validation_1-mae:5995.08252 [1219] validation_0-mae:4336.34180 validation_1-mae:5995.10156 [1220] validation_0-mae:4335.27686 validation_1-mae:5995.24414 [1221] validation_0-mae:4334.66992 validation_1-mae:5995.07812 [1222] validation_0-mae:4333.70117 validation_1-mae:5995.18897 [1223] validation_0-mae:4332.39502 validation_1-mae:5994.67627 [1224] validation_0-mae:4331.49951 validation_1-mae:5994.13086 [1225] validation_0-mae:4330.89160 validation_1-mae:5994.53223 [1226] validation_0-mae:4330.39160 validation_1-mae:5994.23242 [1227] validation_0-mae:4329.25635 validation_1-mae:5993.59619 [1228] validation_0-mae:4328.30273 validation_1-mae:5993.57031 [1229] validation_0-mae:4326.67969 validation_1-mae:5993.24951 [1230] validation_0-mae:4325.64795 validation_1-mae:5993.29688 [1231] validation_0-mae:4324.86914 validation_1-mae:5993.04053 [1232] validation_0-mae:4323.52734 validation_1-mae:5992.97070 [1233] validation_0-mae:4322.29541 validation_1-mae:5993.65869 [1234] validation_0-mae:4321.24121 validation_1-mae:5993.42285 [1235] validation_0-mae:4320.77881 validation_1-mae:5993.46924 [1236] validation_0-mae:4318.26465 validation_1-mae:5993.00000 [1237] validation_0-mae:4317.21338 validation_1-mae:5993.12402 [1238] validation_0-mae:4316.36182 validation_1-mae:5993.63477 [1239] validation_0-mae:4315.29688 validation_1-mae:5993.67432 [1240] validation_0-mae:4314.29785 validation_1-mae:5993.10254 [1241] validation_0-mae:4312.96973 validation_1-mae:5993.18652 [1242] validation_0-mae:4312.29004 validation_1-mae:5992.94385 [1243] validation_0-mae:4311.55566 validation_1-mae:5993.35645 [1244] validation_0-mae:4310.84522 validation_1-mae:5993.10352 [1245] validation_0-mae:4310.21924 validation_1-mae:5993.28272 [1246] validation_0-mae:4309.39648 validation_1-mae:5993.48779 [1247] validation_0-mae:4308.77539 validation_1-mae:5993.63574 [1248] validation_0-mae:4307.45459 validation_1-mae:5993.92139 [1249] validation_0-mae:4306.04395 validation_1-mae:5994.01611 [1250] validation_0-mae:4305.51367 validation_1-mae:5994.37939 [1251] validation_0-mae:4304.58691 validation_1-mae:5994.20654 [1252] validation_0-mae:4303.80859 validation_1-mae:5994.00391 [1253] validation_0-mae:4303.17383 validation_1-mae:5993.85938 [1254] validation_0-mae:4302.80713 validation_1-mae:5993.85889 [1255] validation_0-mae:4302.20459 validation_1-mae:5993.50928 [1256] validation_0-mae:4301.66016 validation_1-mae:5993.79492 [1257] validation_0-mae:4300.91846 validation_1-mae:5993.57910 [1258] validation_0-mae:4300.44678 validation_1-mae:5993.68359 [1259] validation_0-mae:4300.30615 validation_1-mae:5993.87598 [1260] validation_0-mae:4299.83301 validation_1-mae:5993.65039 [1261] validation_0-mae:4299.64062 validation_1-mae:5993.69336 [1262] validation_0-mae:4299.35693 validation_1-mae:5993.77490 [1263] validation_0-mae:4296.91602 validation_1-mae:5993.33545 [1264] validation_0-mae:4295.60938 validation_1-mae:5993.38330 [1265] validation_0-mae:4294.48779 validation_1-mae:5993.36768 [1266] validation_0-mae:4293.28174 validation_1-mae:5993.33105 [1267] validation_0-mae:4292.42480 validation_1-mae:5993.23193 [1268] validation_0-mae:4290.34570 validation_1-mae:5993.57812 [1269] validation_0-mae:4289.12598 validation_1-mae:5993.37012 [1270] validation_0-mae:4288.05908 validation_1-mae:5993.67725 [1271] validation_0-mae:4287.54297 validation_1-mae:5993.58838 [1272] validation_0-mae:4287.00586 validation_1-mae:5993.47559 [1273] validation_0-mae:4286.41016 validation_1-mae:5993.58936 [1274] validation_0-mae:4285.78516 validation_1-mae:5993.77295 [1275] validation_0-mae:4285.13770 validation_1-mae:5993.62012 [1276] validation_0-mae:4284.03272 validation_1-mae:5992.81641 [1277] validation_0-mae:4283.02978 validation_1-mae:5993.05518 [1278] validation_0-mae:4282.24609 validation_1-mae:5993.08398 [1279] validation_0-mae:4281.41992 validation_1-mae:5993.06592 [1280] validation_0-mae:4280.52686 validation_1-mae:5992.91602 [1281] validation_0-mae:4280.07422 validation_1-mae:5992.86426 [1282] validation_0-mae:4279.50977 validation_1-mae:5993.40430 [1283] validation_0-mae:4278.93213 validation_1-mae:5993.57080 [1284] validation_0-mae:4277.53369 validation_1-mae:5993.35938 [1285] validation_0-mae:4277.04443 validation_1-mae:5993.24658 [1286] validation_0-mae:4276.60596 validation_1-mae:5993.09814 [1287] validation_0-mae:4276.11963 validation_1-mae:5993.41699 [1288] validation_0-mae:4275.01367 validation_1-mae:5992.99121 [1289] validation_0-mae:4274.46777 validation_1-mae:5992.99365 [1290] validation_0-mae:4274.08008 validation_1-mae:5993.03564 [1291] validation_0-mae:4273.98291 validation_1-mae:5993.03027 [1292] validation_0-mae:4273.14014 validation_1-mae:5992.51807 [1293] validation_0-mae:4271.54834 validation_1-mae:5993.22803 [1294] validation_0-mae:4270.62647 validation_1-mae:5992.84180 [1295] validation_0-mae:4269.56885 validation_1-mae:5992.41113 [1296] validation_0-mae:4268.20410 validation_1-mae:5992.93506 [1297] validation_0-mae:4267.42920 validation_1-mae:5993.22607 [1298] validation_0-mae:4266.95117 validation_1-mae:5993.29395 [1299] validation_0-mae:4266.43945 validation_1-mae:5993.10742 [1300] validation_0-mae:4265.45312 validation_1-mae:5993.08545 [1301] validation_0-mae:4264.10596 validation_1-mae:5992.56836 [1302] validation_0-mae:4263.66846 validation_1-mae:5992.56494 [1303] validation_0-mae:4263.01367 validation_1-mae:5992.29150 [1304] validation_0-mae:4262.11426 validation_1-mae:5992.13232 [1305] validation_0-mae:4261.36719 validation_1-mae:5992.18164 [1306] validation_0-mae:4260.44238 validation_1-mae:5992.31445 [1307] validation_0-mae:4259.65918 validation_1-mae:5992.12988 [1308] validation_0-mae:4258.52100 validation_1-mae:5992.36377 [1309] validation_0-mae:4258.04346 validation_1-mae:5992.40332 [1310] validation_0-mae:4256.92383 validation_1-mae:5992.95605 [1311] validation_0-mae:4256.05078 validation_1-mae:5992.66553 [1312] validation_0-mae:4255.42871 validation_1-mae:5992.58545 [1313] validation_0-mae:4254.45947 validation_1-mae:5992.68701 [1314] validation_0-mae:4252.76562 validation_1-mae:5992.41455 [1315] validation_0-mae:4252.20166 validation_1-mae:5992.60010 [1316] validation_0-mae:4250.50098 validation_1-mae:5993.10693 [1317] validation_0-mae:4249.80664 validation_1-mae:5992.87109 [1318] validation_0-mae:4248.79834 validation_1-mae:5993.11963 [1319] validation_0-mae:4248.07568 validation_1-mae:5993.01953 [1320] validation_0-mae:4246.78223 validation_1-mae:5992.64160 [1321] validation_0-mae:4245.45898 validation_1-mae:5992.33057 [1322] validation_0-mae:4244.91309 validation_1-mae:5992.28467 [1323] validation_0-mae:4244.24023 validation_1-mae:5992.14160 [1324] validation_0-mae:4243.59180 validation_1-mae:5992.20264 [1325] validation_0-mae:4242.37500 validation_1-mae:5991.52100 [1326] validation_0-mae:4241.83008 validation_1-mae:5991.27002 [1327] validation_0-mae:4240.91504 validation_1-mae:5991.22168 [1328] validation_0-mae:4240.07812 validation_1-mae:5991.01562 [1329] validation_0-mae:4239.11182 validation_1-mae:5990.72852 [1330] validation_0-mae:4238.06982 validation_1-mae:5990.42090 [1331] validation_0-mae:4237.20801 validation_1-mae:5990.27100 [1332] validation_0-mae:4236.75098 validation_1-mae:5989.84522 [1333] validation_0-mae:4235.79248 validation_1-mae:5990.20166 [1334] validation_0-mae:4234.23877 validation_1-mae:5990.17676 [1335] validation_0-mae:4233.49658 validation_1-mae:5990.24072 [1336] validation_0-mae:4232.46875 validation_1-mae:5989.91992 [1337] validation_0-mae:4231.63184 validation_1-mae:5990.06494 [1338] validation_0-mae:4231.03027 validation_1-mae:5989.83057 [1339] validation_0-mae:4230.38916 validation_1-mae:5989.63086 [1340] validation_0-mae:4229.55273 validation_1-mae:5989.57520 [1341] validation_0-mae:4228.99707 validation_1-mae:5989.73779 [1342] validation_0-mae:4228.16943 validation_1-mae:5989.37353 [1343] validation_0-mae:4227.31397 validation_1-mae:5989.28272 [1344] validation_0-mae:4226.24512 validation_1-mae:5989.12598 [1345] validation_0-mae:4225.87451 validation_1-mae:5989.34326 [1346] validation_0-mae:4224.54492 validation_1-mae:5989.19482 [1347] validation_0-mae:4223.62012 validation_1-mae:5988.81055 [1348] validation_0-mae:4222.83350 validation_1-mae:5988.58740 [1349] validation_0-mae:4221.85938 validation_1-mae:5988.77148 [1350] validation_0-mae:4221.42285 validation_1-mae:5988.91650 [1351] validation_0-mae:4220.86328 validation_1-mae:5988.39062 [1352] validation_0-mae:4220.46826 validation_1-mae:5988.57959 [1353] validation_0-mae:4220.09473 validation_1-mae:5988.36816 [1354] validation_0-mae:4220.01611 validation_1-mae:5988.41943 [1355] validation_0-mae:4219.76758 validation_1-mae:5988.35596 [1356] validation_0-mae:4218.83594 validation_1-mae:5988.03467 [1357] validation_0-mae:4216.76074 validation_1-mae:5988.07520 [1358] validation_0-mae:4216.14551 validation_1-mae:5988.00635 [1359] validation_0-mae:4215.05664 validation_1-mae:5987.84082 [1360] validation_0-mae:4214.58789 validation_1-mae:5987.79932 [1361] validation_0-mae:4214.18555 validation_1-mae:5987.86426 [1362] validation_0-mae:4212.41406 validation_1-mae:5986.79883 [1363] validation_0-mae:4212.01367 validation_1-mae:5986.69238 [1364] validation_0-mae:4211.28760 validation_1-mae:5986.44141 [1365] validation_0-mae:4210.78955 validation_1-mae:5986.16309 [1366] validation_0-mae:4209.43652 validation_1-mae:5985.79932 [1367] validation_0-mae:4208.86084 validation_1-mae:5985.61084 [1368] validation_0-mae:4207.42383 validation_1-mae:5985.94678 [1369] validation_0-mae:4206.52246 validation_1-mae:5985.66162 [1370] validation_0-mae:4205.74561 validation_1-mae:5985.09228 [1371] validation_0-mae:4204.39795 validation_1-mae:5984.33252 [1372] validation_0-mae:4202.89893 validation_1-mae:5983.99268 [1373] validation_0-mae:4201.83740 validation_1-mae:5983.99951 [1374] validation_0-mae:4201.46289 validation_1-mae:5983.88477 [1375] validation_0-mae:4200.57080 validation_1-mae:5984.09863 [1376] validation_0-mae:4199.69434 validation_1-mae:5984.09814 [1377] validation_0-mae:4198.33057 validation_1-mae:5983.35547 [1378] validation_0-mae:4196.90869 validation_1-mae:5983.07031 [1379] validation_0-mae:4195.51611 validation_1-mae:5983.40723 [1380] validation_0-mae:4194.22705 validation_1-mae:5983.25049 [1381] validation_0-mae:4192.89600 validation_1-mae:5982.75391 [1382] validation_0-mae:4191.93164 validation_1-mae:5982.83838 [1383] validation_0-mae:4189.95996 validation_1-mae:5982.47266 [1384] validation_0-mae:4188.95703 validation_1-mae:5982.17334 [1385] validation_0-mae:4188.43115 validation_1-mae:5982.37158 [1386] validation_0-mae:4187.58350 validation_1-mae:5982.89014 [1387] validation_0-mae:4186.83594 validation_1-mae:5983.22168 [1388] validation_0-mae:4186.30176 validation_1-mae:5983.17627 [1389] validation_0-mae:4185.28906 validation_1-mae:5982.93555 [1390] validation_0-mae:4183.85547 validation_1-mae:5982.49512 [1391] validation_0-mae:4182.96924 validation_1-mae:5982.43408 [1392] validation_0-mae:4181.83350 validation_1-mae:5982.04541 [1393] validation_0-mae:4181.11328 validation_1-mae:5982.21777 [1394] validation_0-mae:4180.17188 validation_1-mae:5982.72656 [1395] validation_0-mae:4179.01514 validation_1-mae:5982.75830 [1396] validation_0-mae:4178.68359 validation_1-mae:5982.80371 [1397] validation_0-mae:4177.74805 validation_1-mae:5983.16797 [1398] validation_0-mae:4177.03711 validation_1-mae:5982.95215 [1399] validation_0-mae:4176.07178 validation_1-mae:5982.79980 [1400] validation_0-mae:4175.10205 validation_1-mae:5982.44238 [1401] validation_0-mae:4173.88916 validation_1-mae:5982.38379 [1402] validation_0-mae:4172.43750 validation_1-mae:5982.30225 [1403] validation_0-mae:4171.32617 validation_1-mae:5982.23096 [1404] validation_0-mae:4170.06836 validation_1-mae:5982.01123 [1405] validation_0-mae:4168.69971 validation_1-mae:5981.51904 [1406] validation_0-mae:4168.11035 validation_1-mae:5981.36035 [1407] validation_0-mae:4166.93603 validation_1-mae:5981.18603 [1408] validation_0-mae:4166.47461 validation_1-mae:5981.27295 [1409] validation_0-mae:4165.39014 validation_1-mae:5981.68555 [1410] validation_0-mae:4164.03174 validation_1-mae:5981.58398 [1411] validation_0-mae:4163.56201 validation_1-mae:5981.85156 [1412] validation_0-mae:4162.68164 validation_1-mae:5981.91309 [1413] validation_0-mae:4162.09863 validation_1-mae:5981.74609 [1414] validation_0-mae:4161.52441 validation_1-mae:5982.22998 [1415] validation_0-mae:4160.86426 validation_1-mae:5982.08545 [1416] validation_0-mae:4159.83691 validation_1-mae:5982.60205 [1417] validation_0-mae:4159.02832 validation_1-mae:5983.02588 [1418] validation_0-mae:4157.89551 validation_1-mae:5982.94775 [1419] validation_0-mae:4156.77490 validation_1-mae:5982.93164 [1420] validation_0-mae:4155.87695 validation_1-mae:5982.60547 [1421] validation_0-mae:4154.75049 validation_1-mae:5982.16113 [1422] validation_0-mae:4153.78760 validation_1-mae:5982.42627 [1423] validation_0-mae:4152.86865 validation_1-mae:5982.59619 [1424] validation_0-mae:4151.56006 validation_1-mae:5982.30518 [1425] validation_0-mae:4150.66113 validation_1-mae:5982.77539 [1426] validation_0-mae:4149.09033 validation_1-mae:5982.92383 [1427] validation_0-mae:4148.75391 validation_1-mae:5983.05957 [1428] validation_0-mae:4148.26025 validation_1-mae:5983.02246 [1429] validation_0-mae:4147.98096 validation_1-mae:5982.91699 [1430] validation_0-mae:4147.67480 validation_1-mae:5982.98486 [1431] validation_0-mae:4146.71387 validation_1-mae:5982.71094 [1432] validation_0-mae:4145.76465 validation_1-mae:5982.14697 [1433] validation_0-mae:4145.02295 validation_1-mae:5981.94580 [1434] validation_0-mae:4144.27686 validation_1-mae:5981.94043 [1435] validation_0-mae:4143.47705 validation_1-mae:5981.25732 [1436] validation_0-mae:4142.22412 validation_1-mae:5981.01709 [1437] validation_0-mae:4141.54053 validation_1-mae:5981.00195 [1438] validation_0-mae:4140.17822 validation_1-mae:5981.29004 [1439] validation_0-mae:4138.95996 validation_1-mae:5981.25732 [1440] validation_0-mae:4137.89990 validation_1-mae:5981.16895 [1441] validation_0-mae:4137.02100 validation_1-mae:5980.83740 [1442] validation_0-mae:4136.06982 validation_1-mae:5980.64746 [1443] validation_0-mae:4135.10400 validation_1-mae:5981.32422 [1444] validation_0-mae:4134.25732 validation_1-mae:5981.04297 [1445] validation_0-mae:4132.87549 validation_1-mae:5981.36035 [1446] validation_0-mae:4132.26807 validation_1-mae:5981.43945 [1447] validation_0-mae:4131.12891 validation_1-mae:5982.12793 [1448] validation_0-mae:4130.91455 validation_1-mae:5982.21484 [1449] validation_0-mae:4129.90381 validation_1-mae:5982.29346 [1450] validation_0-mae:4128.78272 validation_1-mae:5981.85693 [1451] validation_0-mae:4127.45264 validation_1-mae:5981.38721 [1452] validation_0-mae:4126.41504 validation_1-mae:5982.05225 [1453] validation_0-mae:4125.14648 validation_1-mae:5981.69189 [1454] validation_0-mae:4123.89746 validation_1-mae:5981.90381 [1455] validation_0-mae:4122.94922 validation_1-mae:5981.97266 [1456] validation_0-mae:4121.66016 validation_1-mae:5982.05371 [1457] validation_0-mae:4120.93652 validation_1-mae:5982.09375 [1458] validation_0-mae:4119.45410 validation_1-mae:5982.46728 [1459] validation_0-mae:4118.16113 validation_1-mae:5982.47607 [1460] validation_0-mae:4116.92676 validation_1-mae:5981.96094 [1461] validation_0-mae:4115.58496 validation_1-mae:5981.53320 [1462] validation_0-mae:4114.39062 validation_1-mae:5981.44824 [1463] validation_0-mae:4113.31689 validation_1-mae:5981.15478 [1464] validation_0-mae:4112.45508 validation_1-mae:5981.47656 [1465] validation_0-mae:4111.48389 validation_1-mae:5981.08105 [1466] validation_0-mae:4110.01074 validation_1-mae:5979.76660 [1467] validation_0-mae:4109.69873 validation_1-mae:5979.46240 [1468] validation_0-mae:4109.02783 validation_1-mae:5980.20068 [1469] validation_0-mae:4108.46289 validation_1-mae:5980.00488 [1470] validation_0-mae:4107.29492 validation_1-mae:5979.58545 [1471] validation_0-mae:4106.66650 validation_1-mae:5979.61768 [1472] validation_0-mae:4106.03076 validation_1-mae:5979.51025 [1473] validation_0-mae:4105.32471 validation_1-mae:5979.52490 [1474] validation_0-mae:4104.83838 validation_1-mae:5979.38770 [1475] validation_0-mae:4104.39746 validation_1-mae:5979.42188 [1476] validation_0-mae:4104.05273 validation_1-mae:5979.66943 [1477] validation_0-mae:4103.02734 validation_1-mae:5979.62842 [1478] validation_0-mae:4101.92432 validation_1-mae:5979.52100 [1479] validation_0-mae:4100.84766 validation_1-mae:5979.23584 [1480] validation_0-mae:4099.98096 validation_1-mae:5978.80371 [1481] validation_0-mae:4099.75293 validation_1-mae:5978.78760 [1482] validation_0-mae:4099.07520 validation_1-mae:5979.05029 [1483] validation_0-mae:4098.54932 validation_1-mae:5978.70898 [1484] validation_0-mae:4097.64551 validation_1-mae:5978.83203 [1485] validation_0-mae:4096.63379 validation_1-mae:5978.68750 [1486] validation_0-mae:4096.07129 validation_1-mae:5978.38574 [1487] validation_0-mae:4095.35034 validation_1-mae:5978.61719 [1488] validation_0-mae:4094.84839 validation_1-mae:5978.65674 [1489] validation_0-mae:4094.46924 validation_1-mae:5978.71191 [1490] validation_0-mae:4092.91284 validation_1-mae:5978.56836 [1491] validation_0-mae:4092.03394 validation_1-mae:5978.45605 [1492] validation_0-mae:4091.33569 validation_1-mae:5978.34131 [1493] validation_0-mae:4091.13403 validation_1-mae:5978.38037 [1494] validation_0-mae:4090.33594 validation_1-mae:5978.79053 [1495] validation_0-mae:4088.68262 validation_1-mae:5978.13184 [1496] validation_0-mae:4087.34912 validation_1-mae:5977.97998 [1497] validation_0-mae:4086.35767 validation_1-mae:5978.27881 [1498] validation_0-mae:4085.24561 validation_1-mae:5978.14502 [1499] validation_0-mae:4084.24048 validation_1-mae:5977.88428 [1500] validation_0-mae:4083.85596 validation_1-mae:5978.31494 [1501] validation_0-mae:4083.53711 validation_1-mae:5978.16309 [1502] validation_0-mae:4083.01099 validation_1-mae:5978.11035 [1503] validation_0-mae:4082.37769 validation_1-mae:5978.19336 [1504] validation_0-mae:4081.51514 validation_1-mae:5977.80273 [1505] validation_0-mae:4080.66602 validation_1-mae:5978.10449 [1506] validation_0-mae:4079.79541 validation_1-mae:5978.21338 [1507] validation_0-mae:4079.37549 validation_1-mae:5978.34424 [1508] validation_0-mae:4078.70215 validation_1-mae:5978.38574 [1509] validation_0-mae:4078.42773 validation_1-mae:5978.31641 [1510] validation_0-mae:4078.22363 validation_1-mae:5978.13184 [1511] validation_0-mae:4077.70459 validation_1-mae:5978.18408 [1512] validation_0-mae:4077.34180 validation_1-mae:5978.17871 [1513] validation_0-mae:4076.74707 validation_1-mae:5978.00244 [1514] validation_0-mae:4075.77393 validation_1-mae:5977.76855 [1515] validation_0-mae:4075.37354 validation_1-mae:5977.86670 [1516] validation_0-mae:4074.60474 validation_1-mae:5977.54492 [1517] validation_0-mae:4073.30200 validation_1-mae:5977.98389 [1518] validation_0-mae:4072.42700 validation_1-mae:5977.93994 [1519] validation_0-mae:4071.72314 validation_1-mae:5977.83203 [1520] validation_0-mae:4070.99561 validation_1-mae:5977.60596 [1521] validation_0-mae:4070.11768 validation_1-mae:5977.46191 [1522] validation_0-mae:4068.93848 validation_1-mae:5976.42578 [1523] validation_0-mae:4068.05542 validation_1-mae:5976.34082 [1524] validation_0-mae:4067.58569 validation_1-mae:5976.43066 [1525] validation_0-mae:4066.83520 validation_1-mae:5976.60205 [1526] validation_0-mae:4066.06177 validation_1-mae:5976.95312 [1527] validation_0-mae:4065.40527 validation_1-mae:5977.20703 [1528] validation_0-mae:4065.06787 validation_1-mae:5977.50342 [1529] validation_0-mae:4063.97241 validation_1-mae:5977.41699 [1530] validation_0-mae:4063.16089 validation_1-mae:5977.29932 [1531] validation_0-mae:4062.07373 validation_1-mae:5977.34228 [1532] validation_0-mae:4060.67334 validation_1-mae:5977.53320 [1533] validation_0-mae:4059.70386 validation_1-mae:5977.82764 [1534] validation_0-mae:4058.43628 validation_1-mae:5978.20947 [1535] validation_0-mae:4058.06128 validation_1-mae:5978.20068 [1536] validation_0-mae:4057.81421 validation_1-mae:5978.35693 [1537] validation_0-mae:4057.57495 validation_1-mae:5978.26660 [1538] validation_0-mae:4057.00439 validation_1-mae:5978.99902 [1539] validation_0-mae:4056.18774 validation_1-mae:5979.39990 [1540] validation_0-mae:4055.75781 validation_1-mae:5979.19287 [1541] validation_0-mae:4055.16797 validation_1-mae:5979.01123 [1542] validation_0-mae:4054.81714 validation_1-mae:5978.85791 [1543] validation_0-mae:4053.83203 validation_1-mae:5979.27539 [1544] validation_0-mae:4053.37109 validation_1-mae:5979.36816 [1545] validation_0-mae:4053.34521 validation_1-mae:5979.40430 [1546] validation_0-mae:4053.24341 validation_1-mae:5979.38232 [1547] validation_0-mae:4052.40161 validation_1-mae:5979.25098 [1548] validation_0-mae:4051.84644 validation_1-mae:5979.71777 [1549] validation_0-mae:4050.92188 validation_1-mae:5979.49268 [1550] validation_0-mae:4050.06152 validation_1-mae:5979.08691 [1551] validation_0-mae:4049.21558 validation_1-mae:5979.37158 [1552] validation_0-mae:4048.46020 validation_1-mae:5978.86963 [1553] validation_0-mae:4047.99121 validation_1-mae:5978.87402 [1554] validation_0-mae:4047.11035 validation_1-mae:5978.97900 [1555] validation_0-mae:4046.69482 validation_1-mae:5979.04639 [1556] validation_0-mae:4045.72241 validation_1-mae:5978.78027 [1557] validation_0-mae:4044.81250 validation_1-mae:5978.60645 [1558] validation_0-mae:4044.38037 validation_1-mae:5978.79590 [1559] validation_0-mae:4043.56226 validation_1-mae:5978.27490 [1560] validation_0-mae:4043.03125 validation_1-mae:5978.49756 [1561] validation_0-mae:4042.70874 validation_1-mae:5978.62549 [1562] validation_0-mae:4041.43652 validation_1-mae:5977.99316 [1563] validation_0-mae:4040.89770 validation_1-mae:5978.06689 [1564] validation_0-mae:4040.54468 validation_1-mae:5978.06787 [1565] validation_0-mae:4040.09375 validation_1-mae:5977.93750 [1566] validation_0-mae:4039.05542 validation_1-mae:5977.43750 [1567] validation_0-mae:4038.00635 validation_1-mae:5977.34717 [1568] validation_0-mae:4036.18408 validation_1-mae:5978.12353 [1569] validation_0-mae:4034.78271 validation_1-mae:5977.50781 [1570] validation_0-mae:4033.36597 validation_1-mae:5977.81348 [1571] validation_0-mae:4032.98096 validation_1-mae:5977.77490 [1572] validation_0-mae:4032.03101 validation_1-mae:5977.78027 [1573] validation_0-mae:4030.89380 validation_1-mae:5977.73926 [1574] validation_0-mae:4029.91748 validation_1-mae:5977.56836 [1575] validation_0-mae:4028.93750 validation_1-mae:5977.13477 [1576] validation_0-mae:4027.18701 validation_1-mae:5977.31445 [1577] validation_0-mae:4026.03394 validation_1-mae:5978.15869 [1578] validation_0-mae:4025.00903 validation_1-mae:5977.89404 [1579] validation_0-mae:4023.26172 validation_1-mae:5978.02344 [1580] validation_0-mae:4021.76929 validation_1-mae:5978.41943 [1581] validation_0-mae:4020.83228 validation_1-mae:5978.17676 [1582] validation_0-mae:4020.18848 validation_1-mae:5978.43164 [1583] validation_0-mae:4019.24854 validation_1-mae:5978.74023 [1584] validation_0-mae:4018.36231 validation_1-mae:5978.70020 [1585] validation_0-mae:4017.68384 validation_1-mae:5978.68848 [1586] validation_0-mae:4016.74927 validation_1-mae:5978.94238 [1587] validation_0-mae:4015.68823 validation_1-mae:5978.82373 [1588] validation_0-mae:4014.91846 validation_1-mae:5978.89746 [1589] validation_0-mae:4014.52734 validation_1-mae:5978.50732 [1590] validation_0-mae:4013.46924 validation_1-mae:5978.82617 [1591] validation_0-mae:4012.75977 validation_1-mae:5978.31689 [1592] validation_0-mae:4012.49463 validation_1-mae:5978.30322 [1593] validation_0-mae:4012.33081 validation_1-mae:5978.34473 [1594] validation_0-mae:4011.71216 validation_1-mae:5978.23584 [1595] validation_0-mae:4011.29981 validation_1-mae:5978.34912 [1596] validation_0-mae:4011.04321 validation_1-mae:5978.22852 [1597] validation_0-mae:4009.48584 validation_1-mae:5977.84424 [1598] validation_0-mae:4009.05444 validation_1-mae:5977.95410 [1599] validation_0-mae:4008.31396 validation_1-mae:5978.09082 [1600] validation_0-mae:4007.25830 validation_1-mae:5977.69727 [1601] validation_0-mae:4006.51685 validation_1-mae:5977.75342 [1602] validation_0-mae:4006.04712 validation_1-mae:5977.90186 [1603] validation_0-mae:4005.44263 validation_1-mae:5978.23242 [1604] validation_0-mae:4004.80347 validation_1-mae:5978.22803 [1605] validation_0-mae:4003.76636 validation_1-mae:5978.12500 [1606] validation_0-mae:4002.94336 validation_1-mae:5978.15576 [1607] validation_0-mae:4000.81323 validation_1-mae:5978.44727 [1608] validation_0-mae:3999.59033 validation_1-mae:5978.01807 [1609] validation_0-mae:3998.30395 validation_1-mae:5977.60010 [1610] validation_0-mae:3996.87158 validation_1-mae:5976.96387 [1611] validation_0-mae:3995.71704 validation_1-mae:5976.49170 [1612] validation_0-mae:3994.69702 validation_1-mae:5976.87549 [1613] validation_0-mae:3994.19922 validation_1-mae:5976.72803 [1614] validation_0-mae:3993.18652 validation_1-mae:5977.09277 [1615] validation_0-mae:3991.99780 validation_1-mae:5976.97510 [1616] validation_0-mae:3990.86011 validation_1-mae:5976.88672 [1617] validation_0-mae:3989.61353 validation_1-mae:5977.15283 [1618] validation_0-mae:3988.41455 validation_1-mae:5976.44287 [1619] validation_0-mae:3988.14331 validation_1-mae:5976.61670 [1620] validation_0-mae:3987.37280 validation_1-mae:5976.63818 [1621] validation_0-mae:3986.74683 validation_1-mae:5976.54150 [1622] validation_0-mae:3986.18628 validation_1-mae:5976.76904 [1623] validation_0-mae:3985.30884 validation_1-mae:5976.85205 [1624] validation_0-mae:3984.62769 validation_1-mae:5976.76807 [1625] validation_0-mae:3983.96851 validation_1-mae:5976.82959 [1626] validation_0-mae:3982.57324 validation_1-mae:5977.00195 [1627] validation_0-mae:3980.46606 validation_1-mae:5977.67432 [1628] validation_0-mae:3979.10791 validation_1-mae:5978.54346 [1629] validation_0-mae:3978.58472 validation_1-mae:5978.69629 [1630] validation_0-mae:3977.10913 validation_1-mae:5978.40137 [1631] validation_0-mae:3976.48438 validation_1-mae:5978.56299 [1632] validation_0-mae:3975.85596 validation_1-mae:5979.22900 [1633] validation_0-mae:3975.14404 validation_1-mae:5979.01270 [1634] validation_0-mae:3974.47461 validation_1-mae:5978.90283 [1635] validation_0-mae:3973.53491 validation_1-mae:5979.24072 [1636] validation_0-mae:3972.73682 validation_1-mae:5979.27197 [1637] validation_0-mae:3972.26856 validation_1-mae:5979.77832 [1638] validation_0-mae:3971.74951 validation_1-mae:5979.99561 [1639] validation_0-mae:3971.09473 validation_1-mae:5979.92725 [1640] validation_0-mae:3970.60278 validation_1-mae:5979.86621 [1641] validation_0-mae:3970.32349 validation_1-mae:5979.76709 [1642] validation_0-mae:3969.91333 validation_1-mae:5979.84619 [1643] validation_0-mae:3969.43848 validation_1-mae:5980.24805 [1644] validation_0-mae:3968.62866 validation_1-mae:5980.36426 [1645] validation_0-mae:3967.76782 validation_1-mae:5980.58594 [1646] validation_0-mae:3967.38062 validation_1-mae:5980.66943 [1647] validation_0-mae:3966.73315 validation_1-mae:5980.54736 [1648] validation_0-mae:3966.06128 validation_1-mae:5980.83740 [1649] validation_0-mae:3965.34424 validation_1-mae:5980.87549 [1650] validation_0-mae:3964.68042 validation_1-mae:5980.73438 [1651] validation_0-mae:3964.05469 validation_1-mae:5980.75537 [1652] validation_0-mae:3963.51782 validation_1-mae:5980.95508 [1653] validation_0-mae:3962.14697 validation_1-mae:5980.76855 [1654] validation_0-mae:3960.88355 validation_1-mae:5980.75684 [1655] validation_0-mae:3959.90918 validation_1-mae:5980.28760 [1656] validation_0-mae:3959.13745 validation_1-mae:5980.75488 [1657] validation_0-mae:3958.33374 validation_1-mae:5980.48096 [1658] validation_0-mae:3956.76245 validation_1-mae:5980.06836 [1659] validation_0-mae:3955.49512 validation_1-mae:5979.68213 [1660] validation_0-mae:3954.77344 validation_1-mae:5979.58643 [1661] validation_0-mae:3954.03296 validation_1-mae:5979.76562 [1662] validation_0-mae:3952.67212 validation_1-mae:5980.37647 [1663] validation_0-mae:3951.65063 validation_1-mae:5980.91406 [1664] validation_0-mae:3950.62598 validation_1-mae:5980.96631 [1665] validation_0-mae:3949.67505 validation_1-mae:5981.10303 [1666] validation_0-mae:3949.04883 validation_1-mae:5981.41748 [1667] validation_0-mae:3948.44482 validation_1-mae:5981.42676 [1668] validation_0-mae:3947.88696 validation_1-mae:5981.59326 [1669] validation_0-mae:3946.39966 validation_1-mae:5981.72217 [1670] validation_0-mae:3945.77710 validation_1-mae:5981.86621 [1671] validation_0-mae:3945.20068 validation_1-mae:5982.02539 [1672] validation_0-mae:3944.47583 validation_1-mae:5981.99658 [1673] validation_0-mae:3943.81763 validation_1-mae:5982.67871 [1674] validation_0-mae:3943.36426 validation_1-mae:5983.08203 [1675] validation_0-mae:3942.66602 validation_1-mae:5983.07764 [1676] validation_0-mae:3941.47900 validation_1-mae:5982.67090 [1677] validation_0-mae:3940.80566 validation_1-mae:5982.65820 [1678] validation_0-mae:3940.42993 validation_1-mae:5982.40527 [1679] validation_0-mae:3939.23755 validation_1-mae:5982.94043 [1680] validation_0-mae:3938.53638 validation_1-mae:5983.56543 [1681] validation_0-mae:3938.18359 validation_1-mae:5983.53125 [1682] validation_0-mae:3937.75586 validation_1-mae:5983.61084 [1683] validation_0-mae:3937.35620 validation_1-mae:5983.83789 [1684] validation_0-mae:3936.72388 validation_1-mae:5983.70264 [1685] validation_0-mae:3935.99194 validation_1-mae:5984.06738 [1686] validation_0-mae:3935.05103 validation_1-mae:5984.58838 [1687] validation_0-mae:3934.38330 validation_1-mae:5984.37744 [1688] validation_0-mae:3933.30469 validation_1-mae:5984.10107 [1689] validation_0-mae:3931.93945 validation_1-mae:5984.20215 [1690] validation_0-mae:3931.13818 validation_1-mae:5983.75000 [1691] validation_0-mae:3930.04834 validation_1-mae:5983.67236 [1692] validation_0-mae:3929.08081 validation_1-mae:5983.83594 [1693] validation_0-mae:3928.69897 validation_1-mae:5983.91748 [1694] validation_0-mae:3928.40039 validation_1-mae:5984.04102 [1695] validation_0-mae:3927.28540 validation_1-mae:5984.41406 [1696] validation_0-mae:3926.65649 validation_1-mae:5984.31836 [1697] validation_0-mae:3926.21777 validation_1-mae:5984.19580 [1698] validation_0-mae:3925.81934 validation_1-mae:5984.32666 [1699] validation_0-mae:3925.30176 validation_1-mae:5984.38281 Dropping: dci [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.14258 [13] validation_0-mae:9819.97461 validation_1-mae:9626.33984 [14] validation_0-mae:9418.90527 validation_1-mae:9235.68164 [15] validation_0-mae:9084.41894 validation_1-mae:8908.25391 [16] validation_0-mae:8802.76660 validation_1-mae:8636.84473 [17] validation_0-mae:8567.56836 validation_1-mae:8412.41309 [18] validation_0-mae:8374.73828 validation_1-mae:8224.23438 [19] validation_0-mae:8211.97070 validation_1-mae:8071.29590 [20] validation_0-mae:8069.25439 validation_1-mae:7940.15967 [21] validation_0-mae:7944.89600 validation_1-mae:7832.24023 [22] validation_0-mae:7846.75635 validation_1-mae:7746.08008 [23] validation_0-mae:7760.49268 validation_1-mae:7676.95166 [24] validation_0-mae:7676.77881 validation_1-mae:7598.60498 [25] validation_0-mae:7604.22461 validation_1-mae:7535.28467 [26] validation_0-mae:7548.76855 validation_1-mae:7488.50049 [27] validation_0-mae:7488.48926 validation_1-mae:7434.46973 [28] validation_0-mae:7439.25342 validation_1-mae:7393.37988 [29] validation_0-mae:7397.08154 validation_1-mae:7359.20801 [30] validation_0-mae:7361.37939 validation_1-mae:7328.74219 [31] validation_0-mae:7320.82324 validation_1-mae:7292.20215 [32] validation_0-mae:7292.41406 validation_1-mae:7274.73535 [33] validation_0-mae:7264.21240 validation_1-mae:7254.10596 [34] validation_0-mae:7233.89893 validation_1-mae:7234.14697 [35] validation_0-mae:7202.42920 validation_1-mae:7209.50342 [36] validation_0-mae:7185.20361 validation_1-mae:7196.08887 [37] validation_0-mae:7167.49853 validation_1-mae:7186.07324 [38] validation_0-mae:7142.06152 validation_1-mae:7164.57471 [39] validation_0-mae:7120.69287 validation_1-mae:7147.38818 [40] validation_0-mae:7102.86865 validation_1-mae:7137.02002 [41] validation_0-mae:7086.70312 validation_1-mae:7124.62598 [42] validation_0-mae:7069.58447 validation_1-mae:7113.88379 [43] validation_0-mae:7049.53027 validation_1-mae:7100.07422 [44] validation_0-mae:7037.05225 validation_1-mae:7089.28809 [45] validation_0-mae:7011.79150 validation_1-mae:7068.84473 [46] validation_0-mae:6988.35352 validation_1-mae:7049.04541 [47] validation_0-mae:6972.47510 validation_1-mae:7040.97754 [48] validation_0-mae:6947.78906 validation_1-mae:7022.50928 [49] validation_0-mae:6933.60693 validation_1-mae:7012.45898 [50] validation_0-mae:6915.68603 validation_1-mae:6999.53027 [51] validation_0-mae:6900.50488 validation_1-mae:6987.26025 [52] validation_0-mae:6889.22070 validation_1-mae:6981.47461 [53] validation_0-mae:6875.30420 validation_1-mae:6971.93701 [54] validation_0-mae:6865.28320 validation_1-mae:6967.75977 [55] validation_0-mae:6847.61328 validation_1-mae:6952.21387 [56] validation_0-mae:6830.91406 validation_1-mae:6937.87353 [57] validation_0-mae:6822.18506 validation_1-mae:6933.73975 [58] validation_0-mae:6810.73438 validation_1-mae:6923.24756 [59] validation_0-mae:6795.51123 validation_1-mae:6909.90723 [60] validation_0-mae:6783.21240 validation_1-mae:6899.02344 [61] validation_0-mae:6769.95068 validation_1-mae:6890.81250 [62] validation_0-mae:6758.53857 validation_1-mae:6883.53760 [63] validation_0-mae:6750.19775 validation_1-mae:6876.04932 [64] validation_0-mae:6736.40234 validation_1-mae:6868.49512 [65] validation_0-mae:6726.75439 validation_1-mae:6860.17920 [66] validation_0-mae:6716.69580 validation_1-mae:6853.14014 [67] validation_0-mae:6706.25537 validation_1-mae:6845.53320 [68] validation_0-mae:6697.82227 validation_1-mae:6839.13330 [69] validation_0-mae:6684.58057 validation_1-mae:6827.19531 [70] validation_0-mae:6671.89600 validation_1-mae:6816.35205 [71] validation_0-mae:6658.13184 validation_1-mae:6805.35156 [72] validation_0-mae:6648.90674 validation_1-mae:6798.27783 [73] validation_0-mae:6635.06299 validation_1-mae:6790.32666 [74] validation_0-mae:6627.94482 validation_1-mae:6784.58887 [75] validation_0-mae:6617.52734 validation_1-mae:6776.30957 [76] validation_0-mae:6613.18359 validation_1-mae:6774.21582 [77] validation_0-mae:6602.50195 validation_1-mae:6765.10645 [78] validation_0-mae:6594.98486 validation_1-mae:6760.45410 [79] validation_0-mae:6583.89160 validation_1-mae:6753.65283 [80] validation_0-mae:6577.75586 validation_1-mae:6749.66846 [81] validation_0-mae:6569.56055 validation_1-mae:6743.29834 [82] validation_0-mae:6557.18164 validation_1-mae:6736.24561 [83] validation_0-mae:6550.23877 validation_1-mae:6732.68799 [84] validation_0-mae:6538.82080 validation_1-mae:6721.30469 [85] validation_0-mae:6532.27002 validation_1-mae:6716.71533 [86] validation_0-mae:6520.38770 validation_1-mae:6707.53272 [87] validation_0-mae:6513.76709 validation_1-mae:6703.29883 [88] validation_0-mae:6506.34912 validation_1-mae:6696.80664 [89] validation_0-mae:6498.71240 validation_1-mae:6691.79492 [90] validation_0-mae:6491.40137 validation_1-mae:6685.33252 [91] validation_0-mae:6482.50342 validation_1-mae:6680.74072 [92] validation_0-mae:6475.44922 validation_1-mae:6677.21875 [93] validation_0-mae:6464.80273 validation_1-mae:6670.63721 [94] validation_0-mae:6459.96191 validation_1-mae:6667.02100 [95] validation_0-mae:6453.39502 validation_1-mae:6662.93652 [96] validation_0-mae:6444.99365 validation_1-mae:6658.78223 [97] validation_0-mae:6438.08350 validation_1-mae:6655.77197 [98] validation_0-mae:6431.55615 validation_1-mae:6650.51074 [99] validation_0-mae:6426.20850 validation_1-mae:6647.26318 [100] validation_0-mae:6419.52881 validation_1-mae:6644.42822 [101] validation_0-mae:6412.38135 validation_1-mae:6638.71436 [102] validation_0-mae:6403.55811 validation_1-mae:6631.61719 [103] validation_0-mae:6399.48389 validation_1-mae:6628.58496 [104] validation_0-mae:6389.62598 validation_1-mae:6619.81103 [105] validation_0-mae:6385.44922 validation_1-mae:6617.38477 [106] validation_0-mae:6377.02686 validation_1-mae:6612.77197 [107] validation_0-mae:6374.41162 validation_1-mae:6611.30029 [108] validation_0-mae:6368.49853 validation_1-mae:6608.51904 [109] validation_0-mae:6362.10059 validation_1-mae:6603.30859 [110] validation_0-mae:6355.00147 validation_1-mae:6597.53369 [111] validation_0-mae:6349.70117 validation_1-mae:6596.02783 [112] validation_0-mae:6346.35205 validation_1-mae:6592.92627 [113] validation_0-mae:6343.72168 validation_1-mae:6591.58936 [114] validation_0-mae:6338.62402 validation_1-mae:6589.02148 [115] validation_0-mae:6333.10107 validation_1-mae:6587.56641 [116] validation_0-mae:6327.27441 validation_1-mae:6584.29443 [117] validation_0-mae:6321.02637 validation_1-mae:6580.44385 [118] validation_0-mae:6316.97217 validation_1-mae:6579.01270 [119] validation_0-mae:6312.82373 validation_1-mae:6576.73779 [120] validation_0-mae:6302.85156 validation_1-mae:6570.95947 [121] validation_0-mae:6295.48926 validation_1-mae:6566.00244 [122] validation_0-mae:6290.27832 validation_1-mae:6562.54346 [123] validation_0-mae:6282.89355 validation_1-mae:6557.54639 [124] validation_0-mae:6277.28857 validation_1-mae:6554.55029 [125] validation_0-mae:6270.38623 validation_1-mae:6548.85010 [126] validation_0-mae:6261.89697 validation_1-mae:6542.26270 [127] validation_0-mae:6255.54590 validation_1-mae:6537.84424 [128] validation_0-mae:6253.61230 validation_1-mae:6536.12402 [129] validation_0-mae:6246.02783 validation_1-mae:6535.48340 [130] validation_0-mae:6241.00537 validation_1-mae:6532.58105 [131] validation_0-mae:6237.44385 validation_1-mae:6531.21582 [132] validation_0-mae:6232.68750 validation_1-mae:6528.52246 [133] validation_0-mae:6229.13477 validation_1-mae:6526.66699 [134] validation_0-mae:6224.66553 validation_1-mae:6525.04248 [135] validation_0-mae:6220.33057 validation_1-mae:6522.86719 [136] validation_0-mae:6215.73779 validation_1-mae:6520.73926 [137] validation_0-mae:6211.17578 validation_1-mae:6517.98193 [138] validation_0-mae:6208.73730 validation_1-mae:6516.74268 [139] validation_0-mae:6204.19092 validation_1-mae:6513.91553 [140] validation_0-mae:6201.77734 validation_1-mae:6512.65918 [141] validation_0-mae:6195.97656 validation_1-mae:6512.82422 [142] validation_0-mae:6192.62549 validation_1-mae:6511.33789 [143] validation_0-mae:6185.88135 validation_1-mae:6507.75342 [144] validation_0-mae:6177.09277 validation_1-mae:6500.87695 [145] validation_0-mae:6171.16455 validation_1-mae:6497.33691 [146] validation_0-mae:6167.95361 validation_1-mae:6497.18213 [147] validation_0-mae:6164.99658 validation_1-mae:6494.99170 [148] validation_0-mae:6160.65186 validation_1-mae:6492.49658 [149] validation_0-mae:6159.42676 validation_1-mae:6491.31885 [150] validation_0-mae:6154.45312 validation_1-mae:6489.19189 [151] validation_0-mae:6150.60938 validation_1-mae:6488.65967 [152] validation_0-mae:6148.99316 validation_1-mae:6488.64160 [153] validation_0-mae:6145.61572 validation_1-mae:6485.76855 [154] validation_0-mae:6139.96289 validation_1-mae:6483.79443 [155] validation_0-mae:6135.83789 validation_1-mae:6480.42822 [156] validation_0-mae:6127.27783 validation_1-mae:6473.19141 [157] validation_0-mae:6122.98389 validation_1-mae:6471.16895 [158] validation_0-mae:6119.12500 validation_1-mae:6469.22998 [159] validation_0-mae:6113.56494 validation_1-mae:6466.74219 [160] validation_0-mae:6109.47900 validation_1-mae:6464.84863 [161] validation_0-mae:6106.70508 validation_1-mae:6463.30664 [162] validation_0-mae:6103.85107 validation_1-mae:6461.56982 [163] validation_0-mae:6101.89795 validation_1-mae:6461.37793 [164] validation_0-mae:6098.53809 validation_1-mae:6460.06836 [165] validation_0-mae:6095.07178 validation_1-mae:6458.27344 [166] validation_0-mae:6090.83398 validation_1-mae:6456.40430 [167] validation_0-mae:6089.28955 validation_1-mae:6454.66016 [168] validation_0-mae:6079.29932 validation_1-mae:6446.32715 [169] validation_0-mae:6075.72168 validation_1-mae:6445.09228 [170] validation_0-mae:6073.07666 validation_1-mae:6444.77197 [171] validation_0-mae:6066.46631 validation_1-mae:6442.00537 [172] validation_0-mae:6064.08252 validation_1-mae:6441.63477 [173] validation_0-mae:6059.44922 validation_1-mae:6440.21680 [174] validation_0-mae:6053.91260 validation_1-mae:6436.33691 [175] validation_0-mae:6051.99121 validation_1-mae:6436.04883 [176] validation_0-mae:6048.35352 validation_1-mae:6435.71240 [177] validation_0-mae:6043.49512 validation_1-mae:6433.36719 [178] validation_0-mae:6040.12109 validation_1-mae:6432.68359 [179] validation_0-mae:6036.21094 validation_1-mae:6429.61035 [180] validation_0-mae:6029.94727 validation_1-mae:6424.00781 [181] validation_0-mae:6025.03906 validation_1-mae:6422.04932 [182] validation_0-mae:6020.96484 validation_1-mae:6419.39697 [183] validation_0-mae:6018.97461 validation_1-mae:6418.81641 [184] validation_0-mae:6014.05908 validation_1-mae:6416.72363 [185] validation_0-mae:6011.38135 validation_1-mae:6415.07080 [186] validation_0-mae:6008.91553 validation_1-mae:6414.88379 [187] validation_0-mae:6004.39404 validation_1-mae:6412.45801 [188] validation_0-mae:6001.45898 validation_1-mae:6411.14014 [189] validation_0-mae:5996.42822 validation_1-mae:6409.14746 [190] validation_0-mae:5993.27539 validation_1-mae:6408.90039 [191] validation_0-mae:5990.29932 validation_1-mae:6408.63672 [192] validation_0-mae:5987.77490 validation_1-mae:6407.33545 [193] validation_0-mae:5983.97607 validation_1-mae:6406.81934 [194] validation_0-mae:5980.78516 validation_1-mae:6404.57617 [195] validation_0-mae:5976.54639 validation_1-mae:6403.02539 [196] validation_0-mae:5973.14746 validation_1-mae:6401.66895 [197] validation_0-mae:5972.27246 validation_1-mae:6400.94482 [198] validation_0-mae:5966.98584 validation_1-mae:6398.11670 [199] validation_0-mae:5963.14551 validation_1-mae:6396.78418 [200] validation_0-mae:5960.52295 validation_1-mae:6395.89551 [201] validation_0-mae:5956.37158 validation_1-mae:6394.91016 [202] validation_0-mae:5954.24268 validation_1-mae:6393.53174 [203] validation_0-mae:5951.87500 validation_1-mae:6392.29541 [204] validation_0-mae:5947.59522 validation_1-mae:6390.49365 [205] validation_0-mae:5943.78125 validation_1-mae:6388.83984 [206] validation_0-mae:5939.28809 validation_1-mae:6387.68359 [207] validation_0-mae:5937.73730 validation_1-mae:6387.38184 [208] validation_0-mae:5933.85889 validation_1-mae:6385.11279 [209] validation_0-mae:5932.81689 validation_1-mae:6385.32715 [210] validation_0-mae:5927.56494 validation_1-mae:6383.05566 [211] validation_0-mae:5923.22656 validation_1-mae:6381.82812 [212] validation_0-mae:5920.55322 validation_1-mae:6380.63281 [213] validation_0-mae:5916.71484 validation_1-mae:6380.22217 [214] validation_0-mae:5911.85742 validation_1-mae:6376.97900 [215] validation_0-mae:5908.77539 validation_1-mae:6375.84131 [216] validation_0-mae:5906.39697 validation_1-mae:6374.42627 [217] validation_0-mae:5901.16455 validation_1-mae:6373.45557 [218] validation_0-mae:5898.54932 validation_1-mae:6372.43994 [219] validation_0-mae:5896.71143 validation_1-mae:6371.58936 [220] validation_0-mae:5892.88281 validation_1-mae:6370.24853 [221] validation_0-mae:5889.65088 validation_1-mae:6368.86572 [222] validation_0-mae:5888.25537 validation_1-mae:6368.12793 [223] validation_0-mae:5886.73438 validation_1-mae:6367.25147 [224] validation_0-mae:5884.06201 validation_1-mae:6366.80762 [225] validation_0-mae:5881.89062 validation_1-mae:6367.12598 [226] validation_0-mae:5880.42188 validation_1-mae:6366.76172 [227] validation_0-mae:5876.44238 validation_1-mae:6364.08154 [228] validation_0-mae:5873.16113 validation_1-mae:6362.23389 [229] validation_0-mae:5867.67725 validation_1-mae:6361.66455 [230] validation_0-mae:5862.87891 validation_1-mae:6360.63232 [231] validation_0-mae:5860.14160 validation_1-mae:6359.41211 [232] validation_0-mae:5851.95898 validation_1-mae:6353.05713 [233] validation_0-mae:5848.76611 validation_1-mae:6352.29932 [234] validation_0-mae:5844.56689 validation_1-mae:6348.51709 [235] validation_0-mae:5842.91602 validation_1-mae:6348.28857 [236] validation_0-mae:5839.91992 validation_1-mae:6347.24219 [237] validation_0-mae:5835.08447 validation_1-mae:6345.10205 [238] validation_0-mae:5831.16357 validation_1-mae:6343.72754 [239] validation_0-mae:5826.38477 validation_1-mae:6340.85791 [240] validation_0-mae:5823.56982 validation_1-mae:6339.60791 [241] validation_0-mae:5821.23535 validation_1-mae:6338.82129 [242] validation_0-mae:5818.64160 validation_1-mae:6337.42822 [243] validation_0-mae:5816.47900 validation_1-mae:6336.06934 [244] validation_0-mae:5815.36768 validation_1-mae:6336.34619 [245] validation_0-mae:5808.35889 validation_1-mae:6330.51465 [246] validation_0-mae:5804.72998 validation_1-mae:6328.45215 [247] validation_0-mae:5801.64551 validation_1-mae:6326.51514 [248] validation_0-mae:5797.23096 validation_1-mae:6324.18750 [249] validation_0-mae:5795.42188 validation_1-mae:6323.53272 [250] validation_0-mae:5792.36279 validation_1-mae:6321.67725 [251] validation_0-mae:5790.05420 validation_1-mae:6320.62939 [252] validation_0-mae:5789.32520 validation_1-mae:6320.19434 [253] validation_0-mae:5787.20654 validation_1-mae:6320.09961 [254] validation_0-mae:5784.60303 validation_1-mae:6318.88281 [255] validation_0-mae:5782.04834 validation_1-mae:6318.30664 [256] validation_0-mae:5781.12793 validation_1-mae:6318.21680 [257] validation_0-mae:5778.33691 validation_1-mae:6317.34131 [258] validation_0-mae:5776.23242 validation_1-mae:6316.59131 [259] validation_0-mae:5773.52637 validation_1-mae:6315.85840 [260] validation_0-mae:5771.07959 validation_1-mae:6316.80127 [261] validation_0-mae:5769.02978 validation_1-mae:6316.24365 [262] validation_0-mae:5768.37012 validation_1-mae:6316.10156 [263] validation_0-mae:5764.32227 validation_1-mae:6314.71924 [264] validation_0-mae:5760.11084 validation_1-mae:6312.26416 [265] validation_0-mae:5754.77100 validation_1-mae:6309.54688 [266] validation_0-mae:5752.87012 validation_1-mae:6308.47070 [267] validation_0-mae:5750.94434 validation_1-mae:6309.46728 [268] validation_0-mae:5747.03272 validation_1-mae:6307.41064 [269] validation_0-mae:5744.73877 validation_1-mae:6306.18164 [270] validation_0-mae:5741.10986 validation_1-mae:6304.03760 [271] validation_0-mae:5736.17871 validation_1-mae:6301.35205 [272] validation_0-mae:5735.06397 validation_1-mae:6300.88184 [273] validation_0-mae:5732.68848 validation_1-mae:6300.13721 [274] validation_0-mae:5729.68213 validation_1-mae:6298.59180 [275] validation_0-mae:5728.12891 validation_1-mae:6298.41260 [276] validation_0-mae:5725.68555 validation_1-mae:6297.41846 [277] validation_0-mae:5723.85107 validation_1-mae:6297.09717 [278] validation_0-mae:5721.68652 validation_1-mae:6296.19873 [279] validation_0-mae:5721.09180 validation_1-mae:6295.83545 [280] validation_0-mae:5718.90820 validation_1-mae:6295.09277 [281] validation_0-mae:5712.42188 validation_1-mae:6289.76660 [282] validation_0-mae:5710.82324 validation_1-mae:6289.12207 [283] validation_0-mae:5709.69482 validation_1-mae:6288.54785 [284] validation_0-mae:5707.55371 validation_1-mae:6288.09424 [285] validation_0-mae:5704.69385 validation_1-mae:6288.37158 [286] validation_0-mae:5700.49268 validation_1-mae:6286.31055 [287] validation_0-mae:5698.08789 validation_1-mae:6286.09717 [288] validation_0-mae:5696.40820 validation_1-mae:6285.17578 [289] validation_0-mae:5693.44482 validation_1-mae:6282.85059 [290] validation_0-mae:5689.60596 validation_1-mae:6280.65576 [291] validation_0-mae:5686.66504 validation_1-mae:6278.98584 [292] validation_0-mae:5682.74072 validation_1-mae:6275.05322 [293] validation_0-mae:5678.62939 validation_1-mae:6272.22070 [294] validation_0-mae:5676.63770 validation_1-mae:6271.63379 [295] validation_0-mae:5674.06494 validation_1-mae:6270.28369 [296] validation_0-mae:5669.39453 validation_1-mae:6268.90381 [297] validation_0-mae:5667.36377 validation_1-mae:6268.25098 [298] validation_0-mae:5664.77686 validation_1-mae:6267.79492 [299] validation_0-mae:5664.58496 validation_1-mae:6268.03272 [300] validation_0-mae:5660.33447 validation_1-mae:6265.59326 [301] validation_0-mae:5658.02441 validation_1-mae:6265.60059 [302] validation_0-mae:5656.06543 validation_1-mae:6265.23730 [303] validation_0-mae:5654.04883 validation_1-mae:6265.55713 [304] validation_0-mae:5649.90869 validation_1-mae:6262.86621 [305] validation_0-mae:5648.02637 validation_1-mae:6262.40381 [306] validation_0-mae:5644.88770 validation_1-mae:6259.59668 [307] validation_0-mae:5643.07764 validation_1-mae:6259.00342 [308] validation_0-mae:5640.44238 validation_1-mae:6258.56152 [309] validation_0-mae:5638.85547 validation_1-mae:6257.83936 [310] validation_0-mae:5635.87647 validation_1-mae:6256.07324 [311] validation_0-mae:5632.48682 validation_1-mae:6253.70801 [312] validation_0-mae:5629.04102 validation_1-mae:6252.47900 [313] validation_0-mae:5625.11279 validation_1-mae:6251.47852 [314] validation_0-mae:5622.16992 validation_1-mae:6251.13721 [315] validation_0-mae:5619.19141 validation_1-mae:6250.32422 [316] validation_0-mae:5618.24316 validation_1-mae:6249.94678 [317] validation_0-mae:5612.46924 validation_1-mae:6246.55469 [318] validation_0-mae:5609.77930 validation_1-mae:6245.56055 [319] validation_0-mae:5606.07422 validation_1-mae:6243.95410 [320] validation_0-mae:5604.80811 validation_1-mae:6243.75928 [321] validation_0-mae:5603.83105 validation_1-mae:6243.48584 [322] validation_0-mae:5603.22022 validation_1-mae:6243.59863 [323] validation_0-mae:5600.54004 validation_1-mae:6241.56006 [324] validation_0-mae:5598.67090 validation_1-mae:6240.81934 [325] validation_0-mae:5596.42725 validation_1-mae:6240.98779 [326] validation_0-mae:5592.92627 validation_1-mae:6238.79883 [327] validation_0-mae:5590.85449 validation_1-mae:6237.25293 [328] validation_0-mae:5589.17139 validation_1-mae:6237.43213 [329] validation_0-mae:5584.99268 validation_1-mae:6234.92725 [330] validation_0-mae:5582.39795 validation_1-mae:6234.54004 [331] validation_0-mae:5580.78857 validation_1-mae:6234.46338 [332] validation_0-mae:5577.67139 validation_1-mae:6234.36572 [333] validation_0-mae:5574.19092 validation_1-mae:6233.71680 [334] validation_0-mae:5571.80859 validation_1-mae:6233.03662 [335] validation_0-mae:5570.11719 validation_1-mae:6232.43555 [336] validation_0-mae:5568.54150 validation_1-mae:6232.21777 [337] validation_0-mae:5566.49414 validation_1-mae:6231.57666 [338] validation_0-mae:5565.86865 validation_1-mae:6230.88379 [339] validation_0-mae:5563.81787 validation_1-mae:6229.91699 [340] validation_0-mae:5561.66602 validation_1-mae:6230.08887 [341] validation_0-mae:5560.19824 validation_1-mae:6229.62549 [342] validation_0-mae:5558.73877 validation_1-mae:6229.70850 [343] validation_0-mae:5557.63965 validation_1-mae:6229.15234 [344] validation_0-mae:5555.85205 validation_1-mae:6228.94385 [345] validation_0-mae:5553.62353 validation_1-mae:6228.70215 [346] validation_0-mae:5550.77539 validation_1-mae:6227.83057 [347] validation_0-mae:5548.82275 validation_1-mae:6227.22168 [348] validation_0-mae:5546.21924 validation_1-mae:6224.36328 [349] validation_0-mae:5541.09082 validation_1-mae:6220.74512 [350] validation_0-mae:5538.45605 validation_1-mae:6219.27637 [351] validation_0-mae:5536.49707 validation_1-mae:6219.37061 [352] validation_0-mae:5533.92725 validation_1-mae:6218.85986 [353] validation_0-mae:5533.57373 validation_1-mae:6218.75342 [354] validation_0-mae:5531.44629 validation_1-mae:6218.72363 [355] validation_0-mae:5529.00586 validation_1-mae:6217.85596 [356] validation_0-mae:5526.92578 validation_1-mae:6216.64697 [357] validation_0-mae:5525.11670 validation_1-mae:6217.06543 [358] validation_0-mae:5524.37500 validation_1-mae:6216.46436 [359] validation_0-mae:5523.20898 validation_1-mae:6216.34326 [360] validation_0-mae:5521.31689 validation_1-mae:6216.57617 [361] validation_0-mae:5518.73535 validation_1-mae:6216.26562 [362] validation_0-mae:5517.37012 validation_1-mae:6215.87891 [363] validation_0-mae:5515.11963 validation_1-mae:6215.11719 [364] validation_0-mae:5514.68848 validation_1-mae:6214.98828 [365] validation_0-mae:5511.91064 validation_1-mae:6213.80078 [366] validation_0-mae:5509.10547 validation_1-mae:6212.55566 [367] validation_0-mae:5506.83398 validation_1-mae:6211.81006 [368] validation_0-mae:5504.66113 validation_1-mae:6210.86572 [369] validation_0-mae:5502.63916 validation_1-mae:6210.69873 [370] validation_0-mae:5500.31885 validation_1-mae:6210.28027 [371] validation_0-mae:5497.73828 validation_1-mae:6209.84522 [372] validation_0-mae:5495.29492 validation_1-mae:6209.01367 [373] validation_0-mae:5492.29102 validation_1-mae:6209.36621 [374] validation_0-mae:5491.87744 validation_1-mae:6209.21680 [375] validation_0-mae:5491.09277 validation_1-mae:6209.70361 [376] validation_0-mae:5489.80518 validation_1-mae:6209.39307 [377] validation_0-mae:5488.10498 validation_1-mae:6208.56689 [378] validation_0-mae:5484.10059 validation_1-mae:6206.51416 [379] validation_0-mae:5481.98291 validation_1-mae:6206.11133 [380] validation_0-mae:5480.17871 validation_1-mae:6205.30322 [381] validation_0-mae:5478.99707 validation_1-mae:6205.38037 [382] validation_0-mae:5477.09668 validation_1-mae:6204.83301 [383] validation_0-mae:5474.65674 validation_1-mae:6203.58496 [384] validation_0-mae:5473.21973 validation_1-mae:6203.76270 [385] validation_0-mae:5470.28857 validation_1-mae:6201.99561 [386] validation_0-mae:5468.52832 validation_1-mae:6201.89795 [387] validation_0-mae:5466.01807 validation_1-mae:6200.72607 [388] validation_0-mae:5461.99951 validation_1-mae:6198.88477 [389] validation_0-mae:5461.53076 validation_1-mae:6198.61719 [390] validation_0-mae:5459.66357 validation_1-mae:6198.48340 [391] validation_0-mae:5457.88672 validation_1-mae:6197.85400 [392] validation_0-mae:5456.30957 validation_1-mae:6198.05518 [393] validation_0-mae:5455.17725 validation_1-mae:6198.54150 [394] validation_0-mae:5450.84033 validation_1-mae:6197.85791 [395] validation_0-mae:5449.42041 validation_1-mae:6197.08984 [396] validation_0-mae:5448.89404 validation_1-mae:6196.34766 [397] validation_0-mae:5446.92432 validation_1-mae:6196.07129 [398] validation_0-mae:5445.32080 validation_1-mae:6195.08691 [399] validation_0-mae:5444.45898 validation_1-mae:6195.59766 [400] validation_0-mae:5442.95703 validation_1-mae:6194.93066 [401] validation_0-mae:5441.47314 validation_1-mae:6193.99756 [402] validation_0-mae:5439.83789 validation_1-mae:6194.06250 [403] validation_0-mae:5435.76953 validation_1-mae:6192.05469 [404] validation_0-mae:5434.61670 validation_1-mae:6191.61084 [405] validation_0-mae:5432.92871 validation_1-mae:6190.24072 [406] validation_0-mae:5430.40820 validation_1-mae:6189.39990 [407] validation_0-mae:5428.28467 validation_1-mae:6188.34668 [408] validation_0-mae:5427.35156 validation_1-mae:6187.90918 [409] validation_0-mae:5425.70459 validation_1-mae:6187.55518 [410] validation_0-mae:5423.56982 validation_1-mae:6187.59326 [411] validation_0-mae:5420.94043 validation_1-mae:6186.74268 [412] validation_0-mae:5420.22217 validation_1-mae:6186.72656 [413] validation_0-mae:5419.26465 validation_1-mae:6186.87598 [414] validation_0-mae:5416.66992 validation_1-mae:6186.27393 [415] validation_0-mae:5414.03320 validation_1-mae:6185.06299 [416] validation_0-mae:5412.76074 validation_1-mae:6184.81592 [417] validation_0-mae:5412.07812 validation_1-mae:6185.51221 [418] validation_0-mae:5410.04053 validation_1-mae:6183.82227 [419] validation_0-mae:5408.58545 validation_1-mae:6183.63184 [420] validation_0-mae:5403.38428 validation_1-mae:6183.32227 [421] validation_0-mae:5401.76221 validation_1-mae:6183.17383 [422] validation_0-mae:5397.51221 validation_1-mae:6180.16064 [423] validation_0-mae:5395.83594 validation_1-mae:6179.41553 [424] validation_0-mae:5394.57422 validation_1-mae:6178.91504 [425] validation_0-mae:5392.80908 validation_1-mae:6178.06982 [426] validation_0-mae:5392.42139 validation_1-mae:6178.01465 [427] validation_0-mae:5391.19580 validation_1-mae:6178.04199 [428] validation_0-mae:5388.42285 validation_1-mae:6176.30225 [429] validation_0-mae:5386.46338 validation_1-mae:6175.12061 [430] validation_0-mae:5383.42188 validation_1-mae:6173.74805 [431] validation_0-mae:5381.82666 validation_1-mae:6173.04102 [432] validation_0-mae:5378.26953 validation_1-mae:6172.05908 [433] validation_0-mae:5375.67676 validation_1-mae:6170.92578 [434] validation_0-mae:5373.72119 validation_1-mae:6170.35645 [435] validation_0-mae:5371.86621 validation_1-mae:6169.59863 [436] validation_0-mae:5371.32080 validation_1-mae:6169.21289 [437] validation_0-mae:5369.91406 validation_1-mae:6168.35791 [438] validation_0-mae:5368.48584 validation_1-mae:6167.87891 [439] validation_0-mae:5367.54980 validation_1-mae:6167.47949 [440] validation_0-mae:5364.93652 validation_1-mae:6167.29053 [441] validation_0-mae:5363.59375 validation_1-mae:6167.37207 [442] validation_0-mae:5361.98877 validation_1-mae:6168.12500 [443] validation_0-mae:5359.89941 validation_1-mae:6168.45557 [444] validation_0-mae:5359.38330 validation_1-mae:6168.16748 [445] validation_0-mae:5357.72119 validation_1-mae:6168.45654 [446] validation_0-mae:5354.58105 validation_1-mae:6166.63818 [447] validation_0-mae:5352.37207 validation_1-mae:6167.23730 [448] validation_0-mae:5349.47998 validation_1-mae:6166.45312 [449] validation_0-mae:5346.41846 validation_1-mae:6164.77539 [450] validation_0-mae:5346.11279 validation_1-mae:6164.86670 [451] validation_0-mae:5344.04248 validation_1-mae:6165.36035 [452] validation_0-mae:5342.69092 validation_1-mae:6164.87695 [453] validation_0-mae:5338.45020 validation_1-mae:6162.71338 [454] validation_0-mae:5336.64600 validation_1-mae:6162.67188 [455] validation_0-mae:5335.95752 validation_1-mae:6162.55859 [456] validation_0-mae:5335.11084 validation_1-mae:6162.10352 [457] validation_0-mae:5333.29150 validation_1-mae:6161.23096 [458] validation_0-mae:5332.04980 validation_1-mae:6161.09863 [459] validation_0-mae:5331.04248 validation_1-mae:6161.03223 [460] validation_0-mae:5329.55176 validation_1-mae:6160.25439 [461] validation_0-mae:5327.67139 validation_1-mae:6159.45361 [462] validation_0-mae:5325.77588 validation_1-mae:6159.41504 [463] validation_0-mae:5322.10645 validation_1-mae:6158.55957 [464] validation_0-mae:5320.53711 validation_1-mae:6158.38477 [465] validation_0-mae:5317.58203 validation_1-mae:6157.63135 [466] validation_0-mae:5315.61865 validation_1-mae:6156.55469 [467] validation_0-mae:5314.34326 validation_1-mae:6156.82617 [468] validation_0-mae:5312.45020 validation_1-mae:6156.83643 [469] validation_0-mae:5310.43994 validation_1-mae:6155.79932 [470] validation_0-mae:5308.94727 validation_1-mae:6155.67480 [471] validation_0-mae:5306.33594 validation_1-mae:6154.73828 [472] validation_0-mae:5304.38477 validation_1-mae:6153.47461 [473] validation_0-mae:5303.10059 validation_1-mae:6153.70361 [474] validation_0-mae:5302.29053 validation_1-mae:6153.51709 [475] validation_0-mae:5299.96387 validation_1-mae:6151.21533 [476] validation_0-mae:5299.47656 validation_1-mae:6151.41260 [477] validation_0-mae:5298.39746 validation_1-mae:6151.08545 [478] validation_0-mae:5296.93311 validation_1-mae:6150.33350 [479] validation_0-mae:5294.42578 validation_1-mae:6149.85107 [480] validation_0-mae:5292.17725 validation_1-mae:6148.69678 [481] validation_0-mae:5289.66064 validation_1-mae:6147.81738 [482] validation_0-mae:5288.39453 validation_1-mae:6147.25537 [483] validation_0-mae:5286.59228 validation_1-mae:6147.85645 [484] validation_0-mae:5285.26611 validation_1-mae:6146.79492 [485] validation_0-mae:5281.91162 validation_1-mae:6146.25781 [486] validation_0-mae:5278.59522 validation_1-mae:6144.61035 [487] validation_0-mae:5277.73145 validation_1-mae:6144.42822 [488] validation_0-mae:5275.31689 validation_1-mae:6143.63672 [489] validation_0-mae:5273.84912 validation_1-mae:6143.67432 [490] validation_0-mae:5271.58643 validation_1-mae:6142.88428 [491] validation_0-mae:5270.20996 validation_1-mae:6142.80859 [492] validation_0-mae:5268.91943 validation_1-mae:6142.25586 [493] validation_0-mae:5268.19482 validation_1-mae:6142.18506 [494] validation_0-mae:5266.38330 validation_1-mae:6141.43115 [495] validation_0-mae:5264.59522 validation_1-mae:6141.40186 [496] validation_0-mae:5263.36084 validation_1-mae:6140.97607 [497] validation_0-mae:5261.43213 validation_1-mae:6140.54443 [498] validation_0-mae:5258.42236 validation_1-mae:6138.67676 [499] validation_0-mae:5257.23486 validation_1-mae:6138.41260 [500] validation_0-mae:5254.97070 validation_1-mae:6138.08398 [501] validation_0-mae:5252.00293 validation_1-mae:6137.66016 [502] validation_0-mae:5249.67188 validation_1-mae:6136.47266 [503] validation_0-mae:5247.57812 validation_1-mae:6136.38574 [504] validation_0-mae:5245.14941 validation_1-mae:6134.78711 [505] validation_0-mae:5242.81494 validation_1-mae:6133.91846 [506] validation_0-mae:5241.98877 validation_1-mae:6133.46875 [507] validation_0-mae:5240.41797 validation_1-mae:6134.77441 [508] validation_0-mae:5239.12109 validation_1-mae:6135.20166 [509] validation_0-mae:5237.19189 validation_1-mae:6134.52930 [510] validation_0-mae:5235.76660 validation_1-mae:6134.25342 [511] validation_0-mae:5234.96728 validation_1-mae:6133.58447 [512] validation_0-mae:5232.42139 validation_1-mae:6131.96875 [513] validation_0-mae:5230.66260 validation_1-mae:6130.89600 [514] validation_0-mae:5228.51172 validation_1-mae:6129.63379 [515] validation_0-mae:5227.82080 validation_1-mae:6129.36816 [516] validation_0-mae:5227.07812 validation_1-mae:6129.00586 [517] validation_0-mae:5225.80615 validation_1-mae:6128.51904 [518] validation_0-mae:5225.08789 validation_1-mae:6128.48877 [519] validation_0-mae:5223.51318 validation_1-mae:6127.80664 [520] validation_0-mae:5221.12500 validation_1-mae:6127.53320 [521] validation_0-mae:5218.26416 validation_1-mae:6126.77783 [522] validation_0-mae:5217.09717 validation_1-mae:6126.35205 [523] validation_0-mae:5215.25439 validation_1-mae:6125.97119 [524] validation_0-mae:5212.51660 validation_1-mae:6124.06103 [525] validation_0-mae:5209.79639 validation_1-mae:6123.00732 [526] validation_0-mae:5206.24316 validation_1-mae:6121.71777 [527] validation_0-mae:5205.00537 validation_1-mae:6121.90332 [528] validation_0-mae:5201.55664 validation_1-mae:6119.40674 [529] validation_0-mae:5198.54932 validation_1-mae:6116.98389 [530] validation_0-mae:5195.08203 validation_1-mae:6115.83398 [531] validation_0-mae:5193.69824 validation_1-mae:6115.34033 [532] validation_0-mae:5192.46777 validation_1-mae:6115.47998 [533] validation_0-mae:5192.13135 validation_1-mae:6115.10986 [534] validation_0-mae:5190.13965 validation_1-mae:6114.68701 [535] validation_0-mae:5188.78613 validation_1-mae:6115.33350 [536] validation_0-mae:5187.38965 validation_1-mae:6115.61621 [537] validation_0-mae:5186.58496 validation_1-mae:6115.69824 [538] validation_0-mae:5183.93457 validation_1-mae:6114.97607 [539] validation_0-mae:5182.35889 validation_1-mae:6114.08105 [540] validation_0-mae:5180.61670 validation_1-mae:6113.90723 [541] validation_0-mae:5179.86719 validation_1-mae:6113.78467 [542] validation_0-mae:5179.48535 validation_1-mae:6113.57715 [543] validation_0-mae:5178.53662 validation_1-mae:6113.40723 [544] validation_0-mae:5176.07471 validation_1-mae:6112.73633 [545] validation_0-mae:5173.30469 validation_1-mae:6111.62402 [546] validation_0-mae:5171.06103 validation_1-mae:6110.99805 [547] validation_0-mae:5168.80225 validation_1-mae:6110.82324 [548] validation_0-mae:5167.06445 validation_1-mae:6110.44336 [549] validation_0-mae:5165.47754 validation_1-mae:6110.14648 [550] validation_0-mae:5164.00439 validation_1-mae:6110.05273 [551] validation_0-mae:5162.38867 validation_1-mae:6110.79492 [552] validation_0-mae:5160.61133 validation_1-mae:6109.80127 [553] validation_0-mae:5158.63818 validation_1-mae:6109.36914 [554] validation_0-mae:5158.41260 validation_1-mae:6109.30322 [555] validation_0-mae:5157.67871 validation_1-mae:6109.61084 [556] validation_0-mae:5155.38379 validation_1-mae:6108.53809 [557] validation_0-mae:5153.82080 validation_1-mae:6108.42041 [558] validation_0-mae:5153.04297 validation_1-mae:6108.05908 [559] validation_0-mae:5151.57178 validation_1-mae:6108.16455 [560] validation_0-mae:5149.88232 validation_1-mae:6107.38184 [561] validation_0-mae:5149.07617 validation_1-mae:6107.18311 [562] validation_0-mae:5148.22363 validation_1-mae:6107.67041 [563] validation_0-mae:5146.82227 validation_1-mae:6107.15186 [564] validation_0-mae:5145.02197 validation_1-mae:6106.17529 [565] validation_0-mae:5142.07910 validation_1-mae:6107.48877 [566] validation_0-mae:5141.64453 validation_1-mae:6107.29688 [567] validation_0-mae:5137.57715 validation_1-mae:6105.96338 [568] validation_0-mae:5135.11230 validation_1-mae:6104.60791 [569] validation_0-mae:5132.86523 validation_1-mae:6103.58936 [570] validation_0-mae:5131.29688 validation_1-mae:6103.62695 [571] validation_0-mae:5129.47510 validation_1-mae:6103.33545 [572] validation_0-mae:5128.33008 validation_1-mae:6102.90088 [573] validation_0-mae:5127.62256 validation_1-mae:6102.42578 [574] validation_0-mae:5125.37109 validation_1-mae:6102.08203 [575] validation_0-mae:5123.39111 validation_1-mae:6101.48047 [576] validation_0-mae:5121.42676 validation_1-mae:6101.61328 [577] validation_0-mae:5120.59912 validation_1-mae:6101.68506 [578] validation_0-mae:5119.54785 validation_1-mae:6101.37891 [579] validation_0-mae:5118.38672 validation_1-mae:6100.52051 [580] validation_0-mae:5115.23779 validation_1-mae:6098.04736 [581] validation_0-mae:5113.91992 validation_1-mae:6097.54639 [582] validation_0-mae:5113.01904 validation_1-mae:6097.90234 [583] validation_0-mae:5110.96973 validation_1-mae:6097.68799 [584] validation_0-mae:5110.30664 validation_1-mae:6097.61621 [585] validation_0-mae:5109.45264 validation_1-mae:6097.41699 [586] validation_0-mae:5108.30371 validation_1-mae:6098.22900 [587] validation_0-mae:5106.01123 validation_1-mae:6098.16113 [588] validation_0-mae:5104.05029 validation_1-mae:6098.96387 [589] validation_0-mae:5102.88037 validation_1-mae:6098.80078 [590] validation_0-mae:5102.35986 validation_1-mae:6098.61279 [591] validation_0-mae:5100.82666 validation_1-mae:6098.73828 [592] validation_0-mae:5100.16016 validation_1-mae:6098.80615 [593] validation_0-mae:5097.39014 validation_1-mae:6098.26123 [594] validation_0-mae:5096.08691 validation_1-mae:6098.09473 [595] validation_0-mae:5093.65527 validation_1-mae:6097.12744 [596] validation_0-mae:5092.48291 validation_1-mae:6097.62744 [597] validation_0-mae:5091.93945 validation_1-mae:6097.97070 [598] validation_0-mae:5091.34570 validation_1-mae:6098.05029 [599] validation_0-mae:5090.31641 validation_1-mae:6097.35938 [600] validation_0-mae:5089.19775 validation_1-mae:6097.27539 [601] validation_0-mae:5087.16064 validation_1-mae:6096.62793 [602] validation_0-mae:5085.14795 validation_1-mae:6096.77051 [603] validation_0-mae:5084.54785 validation_1-mae:6096.57178 [604] validation_0-mae:5082.07324 validation_1-mae:6095.10254 [605] validation_0-mae:5081.32520 validation_1-mae:6094.88818 [606] validation_0-mae:5078.05615 validation_1-mae:6093.17627 [607] validation_0-mae:5076.71484 validation_1-mae:6092.70557 [608] validation_0-mae:5075.12353 validation_1-mae:6092.34180 [609] validation_0-mae:5073.43164 validation_1-mae:6092.22705 [610] validation_0-mae:5071.15430 validation_1-mae:6092.28711 [611] validation_0-mae:5068.48584 validation_1-mae:6091.60596 [612] validation_0-mae:5067.35498 validation_1-mae:6091.76709 [613] validation_0-mae:5064.55859 validation_1-mae:6090.90478 [614] validation_0-mae:5060.57959 validation_1-mae:6090.12793 [615] validation_0-mae:5057.49219 validation_1-mae:6089.29834 [616] validation_0-mae:5056.85352 validation_1-mae:6089.02197 [617] validation_0-mae:5054.40576 validation_1-mae:6088.54248 [618] validation_0-mae:5052.60840 validation_1-mae:6087.69873 [619] validation_0-mae:5051.87158 validation_1-mae:6087.42383 [620] validation_0-mae:5051.56494 validation_1-mae:6087.45264 [621] validation_0-mae:5050.92383 validation_1-mae:6087.61426 [622] validation_0-mae:5049.28516 validation_1-mae:6087.54395 [623] validation_0-mae:5047.07422 validation_1-mae:6087.07471 [624] validation_0-mae:5045.73193 validation_1-mae:6087.28857 [625] validation_0-mae:5044.96533 validation_1-mae:6087.27393 [626] validation_0-mae:5043.84033 validation_1-mae:6087.17920 [627] validation_0-mae:5042.18945 validation_1-mae:6087.56543 [628] validation_0-mae:5040.16504 validation_1-mae:6087.21436 [629] validation_0-mae:5038.87842 validation_1-mae:6086.57080 [630] validation_0-mae:5038.01807 validation_1-mae:6086.85645 [631] validation_0-mae:5037.55859 validation_1-mae:6087.25293 [632] validation_0-mae:5036.81103 validation_1-mae:6086.95068 [633] validation_0-mae:5035.87891 validation_1-mae:6086.81152 [634] validation_0-mae:5034.25391 validation_1-mae:6086.64551 [635] validation_0-mae:5032.19385 validation_1-mae:6085.39893 [636] validation_0-mae:5030.73682 validation_1-mae:6085.12793 [637] validation_0-mae:5028.76025 validation_1-mae:6084.84375 [638] validation_0-mae:5027.24512 validation_1-mae:6084.31543 [639] validation_0-mae:5025.61084 validation_1-mae:6084.12598 [640] validation_0-mae:5024.24072 validation_1-mae:6083.23975 [641] validation_0-mae:5023.51904 validation_1-mae:6083.21875 [642] validation_0-mae:5023.34326 validation_1-mae:6083.21143 [643] validation_0-mae:5022.14160 validation_1-mae:6083.15967 [644] validation_0-mae:5021.30615 validation_1-mae:6082.87793 [645] validation_0-mae:5020.05029 validation_1-mae:6082.95117 [646] validation_0-mae:5018.81982 validation_1-mae:6082.67969 [647] validation_0-mae:5016.52539 validation_1-mae:6082.30469 [648] validation_0-mae:5014.06299 validation_1-mae:6081.55762 [649] validation_0-mae:5012.08154 validation_1-mae:6079.95166 [650] validation_0-mae:5011.39502 validation_1-mae:6080.07910 [651] validation_0-mae:5009.47998 validation_1-mae:6079.24609 [652] validation_0-mae:5008.07764 validation_1-mae:6079.12500 [653] validation_0-mae:5007.14355 validation_1-mae:6079.00488 [654] validation_0-mae:5006.03564 validation_1-mae:6078.51221 [655] validation_0-mae:5005.64893 validation_1-mae:6078.90967 [656] validation_0-mae:5003.98047 validation_1-mae:6079.30420 [657] validation_0-mae:5002.17773 validation_1-mae:6079.05469 [658] validation_0-mae:5000.54980 validation_1-mae:6078.39697 [659] validation_0-mae:5000.50684 validation_1-mae:6078.48438 [660] validation_0-mae:4998.68603 validation_1-mae:6077.86963 [661] validation_0-mae:4997.40772 validation_1-mae:6077.54736 [662] validation_0-mae:4995.66895 validation_1-mae:6077.47607 [663] validation_0-mae:4995.26465 validation_1-mae:6077.50195 [664] validation_0-mae:4994.39746 validation_1-mae:6077.59668 [665] validation_0-mae:4994.06934 validation_1-mae:6077.44922 [666] validation_0-mae:4992.85986 validation_1-mae:6077.18555 [667] validation_0-mae:4991.19434 validation_1-mae:6076.67188 [668] validation_0-mae:4990.12744 validation_1-mae:6076.15772 [669] validation_0-mae:4988.00488 validation_1-mae:6075.27637 [670] validation_0-mae:4986.63770 validation_1-mae:6075.86084 [671] validation_0-mae:4985.72266 validation_1-mae:6076.80273 [672] validation_0-mae:4983.86768 validation_1-mae:6076.18848 [673] validation_0-mae:4982.65527 validation_1-mae:6075.83887 [674] validation_0-mae:4982.34619 validation_1-mae:6075.82324 [675] validation_0-mae:4981.41504 validation_1-mae:6075.44727 [676] validation_0-mae:4979.17480 validation_1-mae:6074.90723 [677] validation_0-mae:4977.03076 validation_1-mae:6074.09668 [678] validation_0-mae:4974.94141 validation_1-mae:6073.36768 [679] validation_0-mae:4973.77246 validation_1-mae:6073.15527 [680] validation_0-mae:4971.26758 validation_1-mae:6072.04736 [681] validation_0-mae:4969.39404 validation_1-mae:6071.93408 [682] validation_0-mae:4965.76709 validation_1-mae:6071.45459 [683] validation_0-mae:4963.98047 validation_1-mae:6071.12256 [684] validation_0-mae:4963.13086 validation_1-mae:6071.20068 [685] validation_0-mae:4961.02344 validation_1-mae:6072.25439 [686] validation_0-mae:4958.38818 validation_1-mae:6071.55371 [687] validation_0-mae:4956.96582 validation_1-mae:6071.46875 [688] validation_0-mae:4954.18555 validation_1-mae:6070.82031 [689] validation_0-mae:4951.01611 validation_1-mae:6071.60303 [690] validation_0-mae:4950.07764 validation_1-mae:6071.77881 [691] validation_0-mae:4946.46973 validation_1-mae:6071.50244 [692] validation_0-mae:4945.03809 validation_1-mae:6071.51123 [693] validation_0-mae:4943.01953 validation_1-mae:6070.47363 [694] validation_0-mae:4941.26660 validation_1-mae:6070.04883 [695] validation_0-mae:4938.76270 validation_1-mae:6070.54248 [696] validation_0-mae:4937.11865 validation_1-mae:6070.66260 [697] validation_0-mae:4934.96631 validation_1-mae:6070.76855 [698] validation_0-mae:4932.82471 validation_1-mae:6069.43311 [699] validation_0-mae:4930.37158 validation_1-mae:6068.77197 [700] validation_0-mae:4929.19336 validation_1-mae:6068.70898 [701] validation_0-mae:4926.22314 validation_1-mae:6067.64062 [702] validation_0-mae:4924.70117 validation_1-mae:6067.37207 [703] validation_0-mae:4923.10303 validation_1-mae:6067.56152 [704] validation_0-mae:4921.36377 validation_1-mae:6067.13721 [705] validation_0-mae:4920.41553 validation_1-mae:6066.97314 [706] validation_0-mae:4918.95166 validation_1-mae:6066.23779 [707] validation_0-mae:4917.36816 validation_1-mae:6065.96289 [708] validation_0-mae:4915.84375 validation_1-mae:6066.06299 [709] validation_0-mae:4914.32031 validation_1-mae:6065.03223 [710] validation_0-mae:4913.24561 validation_1-mae:6064.87158 [711] validation_0-mae:4910.01660 validation_1-mae:6063.82422 [712] validation_0-mae:4907.99756 validation_1-mae:6063.96387 [713] validation_0-mae:4906.89014 validation_1-mae:6064.27783 [714] validation_0-mae:4905.03272 validation_1-mae:6063.46973 [715] validation_0-mae:4904.35352 validation_1-mae:6063.21826 [716] validation_0-mae:4903.35791 validation_1-mae:6062.90527 [717] validation_0-mae:4902.00781 validation_1-mae:6063.15039 [718] validation_0-mae:4900.19727 validation_1-mae:6063.46533 [719] validation_0-mae:4898.81543 validation_1-mae:6062.93408 [720] validation_0-mae:4897.84717 validation_1-mae:6063.03027 [721] validation_0-mae:4896.15430 validation_1-mae:6063.31299 [722] validation_0-mae:4894.96338 validation_1-mae:6062.49121 [723] validation_0-mae:4893.89062 validation_1-mae:6062.10498 [724] validation_0-mae:4893.07520 validation_1-mae:6062.47559 [725] validation_0-mae:4892.29834 validation_1-mae:6062.70068 [726] validation_0-mae:4891.74658 validation_1-mae:6062.69141 [727] validation_0-mae:4890.27832 validation_1-mae:6061.94141 [728] validation_0-mae:4888.73389 validation_1-mae:6061.83154 [729] validation_0-mae:4887.43311 validation_1-mae:6060.92969 [730] validation_0-mae:4886.12256 validation_1-mae:6061.35596 [731] validation_0-mae:4884.61768 validation_1-mae:6061.56445 [732] validation_0-mae:4883.27930 validation_1-mae:6061.64258 [733] validation_0-mae:4881.62744 validation_1-mae:6061.73633 [734] validation_0-mae:4880.36523 validation_1-mae:6061.62353 [735] validation_0-mae:4879.22217 validation_1-mae:6061.02686 [736] validation_0-mae:4879.00147 validation_1-mae:6061.25977 [737] validation_0-mae:4878.74561 validation_1-mae:6061.29541 [738] validation_0-mae:4877.55322 validation_1-mae:6060.89551 [739] validation_0-mae:4877.36914 validation_1-mae:6060.82080 [740] validation_0-mae:4875.18897 validation_1-mae:6059.85400 [741] validation_0-mae:4873.57422 validation_1-mae:6059.54639 [742] validation_0-mae:4872.44678 validation_1-mae:6058.99365 [743] validation_0-mae:4870.36572 validation_1-mae:6058.08643 [744] validation_0-mae:4869.03760 validation_1-mae:6057.77978 [745] validation_0-mae:4867.68408 validation_1-mae:6057.44287 [746] validation_0-mae:4866.19531 validation_1-mae:6057.51123 [747] validation_0-mae:4865.25537 validation_1-mae:6057.51172 [748] validation_0-mae:4863.79150 validation_1-mae:6056.92676 [749] validation_0-mae:4862.80859 validation_1-mae:6057.01562 [750] validation_0-mae:4861.50439 validation_1-mae:6056.64600 [751] validation_0-mae:4861.39453 validation_1-mae:6056.88477 [752] validation_0-mae:4860.89307 validation_1-mae:6056.92871 [753] validation_0-mae:4859.67285 validation_1-mae:6056.18213 [754] validation_0-mae:4857.11865 validation_1-mae:6055.19775 [755] validation_0-mae:4856.33545 validation_1-mae:6055.13086 [756] validation_0-mae:4854.40332 validation_1-mae:6055.45996 [757] validation_0-mae:4853.52539 validation_1-mae:6055.04395 [758] validation_0-mae:4852.70703 validation_1-mae:6055.11865 [759] validation_0-mae:4851.75244 validation_1-mae:6055.05469 [760] validation_0-mae:4850.46680 validation_1-mae:6054.75439 [761] validation_0-mae:4849.59961 validation_1-mae:6054.52881 [762] validation_0-mae:4847.17578 validation_1-mae:6053.57959 [763] validation_0-mae:4846.53564 validation_1-mae:6053.57715 [764] validation_0-mae:4844.04102 validation_1-mae:6052.48193 [765] validation_0-mae:4843.13770 validation_1-mae:6052.41357 [766] validation_0-mae:4841.76025 validation_1-mae:6052.23242 [767] validation_0-mae:4840.37744 validation_1-mae:6052.14258 [768] validation_0-mae:4839.43164 validation_1-mae:6052.23975 [769] validation_0-mae:4839.07812 validation_1-mae:6052.55469 [770] validation_0-mae:4838.58887 validation_1-mae:6052.40576 [771] validation_0-mae:4838.04980 validation_1-mae:6052.39453 [772] validation_0-mae:4835.83057 validation_1-mae:6051.54883 [773] validation_0-mae:4834.67920 validation_1-mae:6051.11572 [774] validation_0-mae:4834.06299 validation_1-mae:6051.06641 [775] validation_0-mae:4833.34277 validation_1-mae:6050.55859 [776] validation_0-mae:4831.27930 validation_1-mae:6049.28418 [777] validation_0-mae:4831.03662 validation_1-mae:6048.97070 [778] validation_0-mae:4829.76270 validation_1-mae:6048.49756 [779] validation_0-mae:4827.88428 validation_1-mae:6048.21143 [780] validation_0-mae:4826.43897 validation_1-mae:6047.33057 [781] validation_0-mae:4825.30518 validation_1-mae:6047.55273 [782] validation_0-mae:4822.87549 validation_1-mae:6046.81982 [783] validation_0-mae:4821.87842 validation_1-mae:6046.51709 [784] validation_0-mae:4820.81592 validation_1-mae:6046.43115 [785] validation_0-mae:4820.22900 validation_1-mae:6046.27783 [786] validation_0-mae:4819.26465 validation_1-mae:6046.11670 [787] validation_0-mae:4817.79150 validation_1-mae:6045.81738 [788] validation_0-mae:4817.46728 validation_1-mae:6045.70410 [789] validation_0-mae:4816.74023 validation_1-mae:6045.82080 [790] validation_0-mae:4814.87256 validation_1-mae:6045.80957 [791] validation_0-mae:4814.18994 validation_1-mae:6045.64160 [792] validation_0-mae:4813.38281 validation_1-mae:6045.49072 [793] validation_0-mae:4811.61865 validation_1-mae:6044.39893 [794] validation_0-mae:4810.28418 validation_1-mae:6044.11719 [795] validation_0-mae:4807.55664 validation_1-mae:6043.05420 [796] validation_0-mae:4805.11279 validation_1-mae:6042.35889 [797] validation_0-mae:4804.35303 validation_1-mae:6042.52441 [798] validation_0-mae:4803.45801 validation_1-mae:6042.67334 [799] validation_0-mae:4802.69482 validation_1-mae:6042.88184 [800] validation_0-mae:4801.22656 validation_1-mae:6043.42725 [801] validation_0-mae:4798.22363 validation_1-mae:6043.40039 [802] validation_0-mae:4797.13086 validation_1-mae:6043.64990 [803] validation_0-mae:4794.83984 validation_1-mae:6043.03857 [804] validation_0-mae:4794.36328 validation_1-mae:6042.78760 [805] validation_0-mae:4793.55762 validation_1-mae:6042.77734 [806] validation_0-mae:4791.08447 validation_1-mae:6042.79150 [807] validation_0-mae:4789.79883 validation_1-mae:6042.11719 [808] validation_0-mae:4788.91553 validation_1-mae:6041.90869 [809] validation_0-mae:4787.52930 validation_1-mae:6041.39502 [810] validation_0-mae:4786.61279 validation_1-mae:6041.33398 [811] validation_0-mae:4784.55566 validation_1-mae:6040.82959 [812] validation_0-mae:4783.39307 validation_1-mae:6040.81152 [813] validation_0-mae:4782.39502 validation_1-mae:6040.98096 [814] validation_0-mae:4781.77100 validation_1-mae:6040.99756 [815] validation_0-mae:4779.87647 validation_1-mae:6041.17285 [816] validation_0-mae:4778.25781 validation_1-mae:6041.21436 [817] validation_0-mae:4776.87207 validation_1-mae:6041.76123 [818] validation_0-mae:4776.25391 validation_1-mae:6041.70801 [819] validation_0-mae:4775.12647 validation_1-mae:6042.19434 [820] validation_0-mae:4773.53174 validation_1-mae:6042.17480 [821] validation_0-mae:4771.83398 validation_1-mae:6042.41406 [822] validation_0-mae:4770.18262 validation_1-mae:6041.84522 [823] validation_0-mae:4768.91650 validation_1-mae:6041.66699 [824] validation_0-mae:4767.97607 validation_1-mae:6041.48877 [825] validation_0-mae:4765.94971 validation_1-mae:6041.09717 [826] validation_0-mae:4764.32959 validation_1-mae:6041.12256 [827] validation_0-mae:4763.64307 validation_1-mae:6041.07422 [828] validation_0-mae:4762.81445 validation_1-mae:6041.41406 [829] validation_0-mae:4761.57324 validation_1-mae:6041.60449 [830] validation_0-mae:4760.34717 validation_1-mae:6041.32910 [831] validation_0-mae:4759.85400 validation_1-mae:6041.60010 [832] validation_0-mae:4758.70947 validation_1-mae:6041.72510 [833] validation_0-mae:4758.43457 validation_1-mae:6041.52978 [834] validation_0-mae:4757.43750 validation_1-mae:6041.41992 [835] validation_0-mae:4756.38770 validation_1-mae:6040.92920 [836] validation_0-mae:4754.95264 validation_1-mae:6040.68311 [837] validation_0-mae:4753.47266 validation_1-mae:6040.14111 [838] validation_0-mae:4753.01074 validation_1-mae:6040.12012 [839] validation_0-mae:4751.85938 validation_1-mae:6040.48438 [840] validation_0-mae:4750.33984 validation_1-mae:6039.93311 [841] validation_0-mae:4749.18848 validation_1-mae:6039.51221 [842] validation_0-mae:4746.92285 validation_1-mae:6038.73340 [843] validation_0-mae:4745.87500 validation_1-mae:6038.50684 [844] validation_0-mae:4743.92236 validation_1-mae:6038.17041 [845] validation_0-mae:4742.19189 validation_1-mae:6038.14355 [846] validation_0-mae:4740.34668 validation_1-mae:6038.01904 [847] validation_0-mae:4737.68994 validation_1-mae:6037.99414 [848] validation_0-mae:4736.65967 validation_1-mae:6038.22168 [849] validation_0-mae:4734.93701 validation_1-mae:6038.63818 [850] validation_0-mae:4733.34570 validation_1-mae:6038.47461 [851] validation_0-mae:4732.62158 validation_1-mae:6038.37988 [852] validation_0-mae:4731.41699 validation_1-mae:6038.06152 [853] validation_0-mae:4730.57520 validation_1-mae:6038.07422 [854] validation_0-mae:4729.49902 validation_1-mae:6038.29248 [855] validation_0-mae:4727.69873 validation_1-mae:6037.64111 [856] validation_0-mae:4726.46777 validation_1-mae:6037.36621 [857] validation_0-mae:4725.59277 validation_1-mae:6037.90088 [858] validation_0-mae:4723.11133 validation_1-mae:6037.11279 [859] validation_0-mae:4721.91211 validation_1-mae:6037.44824 [860] validation_0-mae:4721.33252 validation_1-mae:6037.75586 [861] validation_0-mae:4719.74561 validation_1-mae:6037.29102 [862] validation_0-mae:4718.34131 validation_1-mae:6037.43164 [863] validation_0-mae:4716.90088 validation_1-mae:6036.66260 [864] validation_0-mae:4715.05908 validation_1-mae:6035.97607 [865] validation_0-mae:4713.70947 validation_1-mae:6035.72852 [866] validation_0-mae:4712.22119 validation_1-mae:6035.49805 [867] validation_0-mae:4710.47998 validation_1-mae:6033.74951 [868] validation_0-mae:4708.72119 validation_1-mae:6032.65723 [869] validation_0-mae:4707.06348 validation_1-mae:6032.14014 [870] validation_0-mae:4706.02393 validation_1-mae:6031.61035 [871] validation_0-mae:4704.04590 validation_1-mae:6030.46289 [872] validation_0-mae:4702.97998 validation_1-mae:6030.28809 [873] validation_0-mae:4701.95850 validation_1-mae:6030.13281 [874] validation_0-mae:4700.82080 validation_1-mae:6030.65478 [875] validation_0-mae:4699.18945 validation_1-mae:6030.46728 [876] validation_0-mae:4698.07910 validation_1-mae:6030.66943 [877] validation_0-mae:4697.89062 validation_1-mae:6030.62061 [878] validation_0-mae:4696.77539 validation_1-mae:6029.89551 [879] validation_0-mae:4696.44775 validation_1-mae:6030.10498 [880] validation_0-mae:4695.49316 validation_1-mae:6030.13086 [881] validation_0-mae:4694.05420 validation_1-mae:6029.88184 [882] validation_0-mae:4691.88477 validation_1-mae:6030.24756 [883] validation_0-mae:4691.07812 validation_1-mae:6030.26123 [884] validation_0-mae:4690.27344 validation_1-mae:6030.00977 [885] validation_0-mae:4688.94873 validation_1-mae:6030.01660 [886] validation_0-mae:4687.43311 validation_1-mae:6029.74951 [887] validation_0-mae:4686.38379 validation_1-mae:6030.32520 [888] validation_0-mae:4684.65332 validation_1-mae:6031.03418 [889] validation_0-mae:4683.47998 validation_1-mae:6030.75195 [890] validation_0-mae:4681.65576 validation_1-mae:6030.67871 [891] validation_0-mae:4680.44189 validation_1-mae:6030.84180 [892] validation_0-mae:4678.77978 validation_1-mae:6030.20068 [893] validation_0-mae:4677.62500 validation_1-mae:6029.88965 [894] validation_0-mae:4675.41943 validation_1-mae:6029.76660 [895] validation_0-mae:4674.71484 validation_1-mae:6029.64697 [896] validation_0-mae:4672.59180 validation_1-mae:6029.07910 [897] validation_0-mae:4671.65039 validation_1-mae:6028.84766 [898] validation_0-mae:4670.99414 validation_1-mae:6028.55762 [899] validation_0-mae:4669.81738 validation_1-mae:6028.39941 [900] validation_0-mae:4668.55762 validation_1-mae:6028.83105 [901] validation_0-mae:4667.02686 validation_1-mae:6028.99512 [902] validation_0-mae:4666.31982 validation_1-mae:6028.87744 [903] validation_0-mae:4663.21338 validation_1-mae:6027.58838 [904] validation_0-mae:4661.71826 validation_1-mae:6027.34814 [905] validation_0-mae:4660.60791 validation_1-mae:6027.20898 [906] validation_0-mae:4659.31934 validation_1-mae:6027.56982 [907] validation_0-mae:4658.58691 validation_1-mae:6027.58545 [908] validation_0-mae:4657.32959 validation_1-mae:6027.73145 [909] validation_0-mae:4656.12891 validation_1-mae:6027.29639 [910] validation_0-mae:4654.87402 validation_1-mae:6026.89893 [911] validation_0-mae:4653.96436 validation_1-mae:6026.80225 [912] validation_0-mae:4652.53125 validation_1-mae:6026.83350 [913] validation_0-mae:4651.48682 validation_1-mae:6026.79639 [914] validation_0-mae:4650.02100 validation_1-mae:6026.18848 [915] validation_0-mae:4649.22217 validation_1-mae:6025.76123 [916] validation_0-mae:4648.59668 validation_1-mae:6025.33936 [917] validation_0-mae:4645.94580 validation_1-mae:6024.58301 [918] validation_0-mae:4645.09814 validation_1-mae:6024.83936 [919] validation_0-mae:4644.19482 validation_1-mae:6024.80469 [920] validation_0-mae:4643.33398 validation_1-mae:6024.95801 [921] validation_0-mae:4642.50049 validation_1-mae:6024.67285 [922] validation_0-mae:4641.97900 validation_1-mae:6024.54102 [923] validation_0-mae:4641.22607 validation_1-mae:6024.76562 [924] validation_0-mae:4640.15186 validation_1-mae:6024.36914 [925] validation_0-mae:4639.15234 validation_1-mae:6024.18311 [926] validation_0-mae:4637.81397 validation_1-mae:6024.30176 [927] validation_0-mae:4636.54785 validation_1-mae:6025.07324 [928] validation_0-mae:4635.43408 validation_1-mae:6025.26855 [929] validation_0-mae:4634.12012 validation_1-mae:6025.26221 [930] validation_0-mae:4633.58740 validation_1-mae:6025.84082 [931] validation_0-mae:4632.66211 validation_1-mae:6025.45264 [932] validation_0-mae:4631.95459 validation_1-mae:6025.77978 [933] validation_0-mae:4630.07617 validation_1-mae:6025.25879 [934] validation_0-mae:4629.21631 validation_1-mae:6024.93066 [935] validation_0-mae:4628.78320 validation_1-mae:6024.86768 [936] validation_0-mae:4628.06103 validation_1-mae:6024.85693 [937] validation_0-mae:4626.88965 validation_1-mae:6024.29688 [938] validation_0-mae:4625.15820 validation_1-mae:6023.84131 [939] validation_0-mae:4624.17041 validation_1-mae:6023.69580 [940] validation_0-mae:4624.13818 validation_1-mae:6023.76221 [941] validation_0-mae:4622.74268 validation_1-mae:6023.17578 [942] validation_0-mae:4621.57764 validation_1-mae:6023.32178 [943] validation_0-mae:4617.46533 validation_1-mae:6021.95752 [944] validation_0-mae:4616.62939 validation_1-mae:6022.37012 [945] validation_0-mae:4616.00147 validation_1-mae:6022.96826 [946] validation_0-mae:4615.06787 validation_1-mae:6022.55469 [947] validation_0-mae:4613.96191 validation_1-mae:6022.15478 [948] validation_0-mae:4612.74121 validation_1-mae:6022.15088 [949] validation_0-mae:4611.81055 validation_1-mae:6022.33887 [950] validation_0-mae:4610.81299 validation_1-mae:6022.43018 [951] validation_0-mae:4609.84375 validation_1-mae:6021.98486 [952] validation_0-mae:4606.34277 validation_1-mae:6022.31348 [953] validation_0-mae:4605.40430 validation_1-mae:6022.36768 [954] validation_0-mae:4604.69775 validation_1-mae:6022.54199 [955] validation_0-mae:4603.63037 validation_1-mae:6022.11865 [956] validation_0-mae:4603.11621 validation_1-mae:6022.06543 [957] validation_0-mae:4602.29053 validation_1-mae:6021.83301 [958] validation_0-mae:4601.67432 validation_1-mae:6022.61035 [959] validation_0-mae:4600.45312 validation_1-mae:6022.42578 [960] validation_0-mae:4598.98828 validation_1-mae:6022.26953 [961] validation_0-mae:4598.43750 validation_1-mae:6022.36328 [962] validation_0-mae:4596.76221 validation_1-mae:6021.77539 [963] validation_0-mae:4596.16211 validation_1-mae:6021.15527 [964] validation_0-mae:4594.40820 validation_1-mae:6020.59033 [965] validation_0-mae:4594.35791 validation_1-mae:6020.58252 [966] validation_0-mae:4593.51514 validation_1-mae:6020.83789 [967] validation_0-mae:4591.66260 validation_1-mae:6021.38135 [968] validation_0-mae:4591.13623 validation_1-mae:6021.40772 [969] validation_0-mae:4590.41797 validation_1-mae:6021.52100 [970] validation_0-mae:4589.62842 validation_1-mae:6021.34033 [971] validation_0-mae:4588.00049 validation_1-mae:6020.89795 [972] validation_0-mae:4587.77441 validation_1-mae:6020.82568 [973] validation_0-mae:4586.79834 validation_1-mae:6020.04199 [974] validation_0-mae:4585.62256 validation_1-mae:6020.49609 [975] validation_0-mae:4584.84863 validation_1-mae:6020.32959 [976] validation_0-mae:4583.73975 validation_1-mae:6021.19238 [977] validation_0-mae:4582.63525 validation_1-mae:6021.02490 [978] validation_0-mae:4581.64160 validation_1-mae:6020.73193 [979] validation_0-mae:4581.17969 validation_1-mae:6020.64014 [980] validation_0-mae:4579.79736 validation_1-mae:6019.90088 [981] validation_0-mae:4579.08594 validation_1-mae:6020.00195 [982] validation_0-mae:4578.66797 validation_1-mae:6020.31738 [983] validation_0-mae:4577.92920 validation_1-mae:6020.14453 [984] validation_0-mae:4576.18018 validation_1-mae:6018.66699 [985] validation_0-mae:4575.02783 validation_1-mae:6018.62744 [986] validation_0-mae:4574.08838 validation_1-mae:6018.61865 [987] validation_0-mae:4573.34082 validation_1-mae:6019.30615 [988] validation_0-mae:4572.51416 validation_1-mae:6019.11279 [989] validation_0-mae:4571.49756 validation_1-mae:6019.12500 [990] validation_0-mae:4570.64795 validation_1-mae:6019.30469 [991] validation_0-mae:4570.49902 validation_1-mae:6019.53857 [992] validation_0-mae:4569.52295 validation_1-mae:6019.91650 [993] validation_0-mae:4568.93750 validation_1-mae:6019.94971 [994] validation_0-mae:4567.46143 validation_1-mae:6019.36572 [995] validation_0-mae:4566.43945 validation_1-mae:6018.89355 [996] validation_0-mae:4565.00244 validation_1-mae:6018.70654 [997] validation_0-mae:4563.57812 validation_1-mae:6018.72949 [998] validation_0-mae:4562.86621 validation_1-mae:6018.75391 [999] validation_0-mae:4562.09912 validation_1-mae:6018.53613 [1000] validation_0-mae:4561.40283 validation_1-mae:6018.29639 [1001] validation_0-mae:4560.09863 validation_1-mae:6017.70264 [1002] validation_0-mae:4559.30322 validation_1-mae:6017.69189 [1003] validation_0-mae:4558.95264 validation_1-mae:6017.54004 [1004] validation_0-mae:4558.14160 validation_1-mae:6017.59814 [1005] validation_0-mae:4557.96973 validation_1-mae:6017.65478 [1006] validation_0-mae:4557.44434 validation_1-mae:6017.64404 [1007] validation_0-mae:4555.91016 validation_1-mae:6017.52734 [1008] validation_0-mae:4554.92285 validation_1-mae:6017.96094 [1009] validation_0-mae:4553.58887 validation_1-mae:6018.02051 [1010] validation_0-mae:4552.10010 validation_1-mae:6017.87793 [1011] validation_0-mae:4550.80566 validation_1-mae:6017.83105 [1012] validation_0-mae:4549.54492 validation_1-mae:6018.61719 [1013] validation_0-mae:4547.93652 validation_1-mae:6017.65234 [1014] validation_0-mae:4546.80469 validation_1-mae:6017.54248 [1015] validation_0-mae:4545.70312 validation_1-mae:6016.99121 [1016] validation_0-mae:4545.07959 validation_1-mae:6016.98682 [1017] validation_0-mae:4544.40430 validation_1-mae:6016.80420 [1018] validation_0-mae:4542.58691 validation_1-mae:6016.85645 [1019] validation_0-mae:4541.71240 validation_1-mae:6016.58057 [1020] validation_0-mae:4540.83984 validation_1-mae:6016.78857 [1021] validation_0-mae:4539.79199 validation_1-mae:6016.23682 [1022] validation_0-mae:4539.19189 validation_1-mae:6016.48828 [1023] validation_0-mae:4538.47070 validation_1-mae:6017.03272 [1024] validation_0-mae:4537.90625 validation_1-mae:6017.02344 [1025] validation_0-mae:4537.16943 validation_1-mae:6017.18213 [1026] validation_0-mae:4535.79443 validation_1-mae:6017.86279 [1027] validation_0-mae:4534.92432 validation_1-mae:6017.87256 [1028] validation_0-mae:4534.10205 validation_1-mae:6017.96045 [1029] validation_0-mae:4532.92627 validation_1-mae:6018.36963 [1030] validation_0-mae:4531.61133 validation_1-mae:6018.05908 [1031] validation_0-mae:4529.30322 validation_1-mae:6017.32812 [1032] validation_0-mae:4528.28613 validation_1-mae:6017.25977 [1033] validation_0-mae:4527.70996 validation_1-mae:6017.22705 [1034] validation_0-mae:4526.75098 validation_1-mae:6016.89502 [1035] validation_0-mae:4525.51514 validation_1-mae:6016.58838 [1036] validation_0-mae:4524.79639 validation_1-mae:6016.02490 [1037] validation_0-mae:4522.91211 validation_1-mae:6015.30469 [1038] validation_0-mae:4522.46045 validation_1-mae:6015.24365 [1039] validation_0-mae:4521.24316 validation_1-mae:6014.82178 [1040] validation_0-mae:4520.26758 validation_1-mae:6014.84814 [1041] validation_0-mae:4519.38184 validation_1-mae:6015.15967 [1042] validation_0-mae:4518.01318 validation_1-mae:6014.15234 [1043] validation_0-mae:4517.61816 validation_1-mae:6014.21973 [1044] validation_0-mae:4516.13916 validation_1-mae:6014.04199 [1045] validation_0-mae:4515.16113 validation_1-mae:6013.84961 [1046] validation_0-mae:4513.31055 validation_1-mae:6012.72949 [1047] validation_0-mae:4512.70947 validation_1-mae:6012.43994 [1048] validation_0-mae:4511.59033 validation_1-mae:6012.77539 [1049] validation_0-mae:4510.63428 validation_1-mae:6013.00830 [1050] validation_0-mae:4510.05518 validation_1-mae:6012.79443 [1051] validation_0-mae:4509.24316 validation_1-mae:6012.96240 [1052] validation_0-mae:4508.28320 validation_1-mae:6013.14111 [1053] validation_0-mae:4507.92725 validation_1-mae:6013.20752 [1054] validation_0-mae:4507.11865 validation_1-mae:6013.41553 [1055] validation_0-mae:4506.69727 validation_1-mae:6013.33691 [1056] validation_0-mae:4506.22119 validation_1-mae:6013.00049 [1057] validation_0-mae:4504.45996 validation_1-mae:6013.52734 [1058] validation_0-mae:4502.84717 validation_1-mae:6012.68457 [1059] validation_0-mae:4501.14600 validation_1-mae:6012.42969 [1060] validation_0-mae:4500.31152 validation_1-mae:6012.38086 [1061] validation_0-mae:4499.52490 validation_1-mae:6012.29150 [1062] validation_0-mae:4498.84228 validation_1-mae:6012.01074 [1063] validation_0-mae:4497.42969 validation_1-mae:6012.25049 [1064] validation_0-mae:4497.10205 validation_1-mae:6012.16846 [1065] validation_0-mae:4496.22998 validation_1-mae:6011.85352 [1066] validation_0-mae:4495.55615 validation_1-mae:6012.00586 [1067] validation_0-mae:4495.29492 validation_1-mae:6011.88184 [1068] validation_0-mae:4494.17725 validation_1-mae:6011.67236 [1069] validation_0-mae:4493.53223 validation_1-mae:6011.18018 [1070] validation_0-mae:4492.20947 validation_1-mae:6010.74658 [1071] validation_0-mae:4491.23975 validation_1-mae:6010.34473 [1072] validation_0-mae:4489.98438 validation_1-mae:6010.33740 [1073] validation_0-mae:4488.62842 validation_1-mae:6010.01221 [1074] validation_0-mae:4486.65088 validation_1-mae:6010.50537 [1075] validation_0-mae:4485.37695 validation_1-mae:6009.54541 [1076] validation_0-mae:4482.96582 validation_1-mae:6010.01709 [1077] validation_0-mae:4480.96582 validation_1-mae:6009.57520 [1078] validation_0-mae:4480.07129 validation_1-mae:6009.99756 [1079] validation_0-mae:4479.39062 validation_1-mae:6009.81592 [1080] validation_0-mae:4477.70557 validation_1-mae:6009.17773 [1081] validation_0-mae:4475.92676 validation_1-mae:6009.09033 [1082] validation_0-mae:4474.37207 validation_1-mae:6008.55371 [1083] validation_0-mae:4472.97656 validation_1-mae:6008.97461 [1084] validation_0-mae:4471.02490 validation_1-mae:6008.85596 [1085] validation_0-mae:4469.90527 validation_1-mae:6009.08594 [1086] validation_0-mae:4468.63184 validation_1-mae:6008.99072 [1087] validation_0-mae:4467.56152 validation_1-mae:6009.06397 [1088] validation_0-mae:4466.72607 validation_1-mae:6008.34228 [1089] validation_0-mae:4464.28613 validation_1-mae:6007.99512 [1090] validation_0-mae:4463.22949 validation_1-mae:6008.03809 [1091] validation_0-mae:4462.22803 validation_1-mae:6008.15039 [1092] validation_0-mae:4461.20215 validation_1-mae:6008.43848 [1093] validation_0-mae:4459.96826 validation_1-mae:6008.13916 [1094] validation_0-mae:4458.59375 validation_1-mae:6008.22022 [1095] validation_0-mae:4457.73730 validation_1-mae:6007.69238 [1096] validation_0-mae:4457.60156 validation_1-mae:6007.84570 [1097] validation_0-mae:4456.69385 validation_1-mae:6007.98047 [1098] validation_0-mae:4455.36279 validation_1-mae:6007.06348 [1099] validation_0-mae:4453.79102 validation_1-mae:6006.72070 [1100] validation_0-mae:4453.25586 validation_1-mae:6007.13428 [1101] validation_0-mae:4452.02051 validation_1-mae:6006.52930 [1102] validation_0-mae:4451.08105 validation_1-mae:6006.19873 [1103] validation_0-mae:4449.84326 validation_1-mae:6006.48096 [1104] validation_0-mae:4448.35059 validation_1-mae:6006.06689 [1105] validation_0-mae:4447.18799 validation_1-mae:6005.87891 [1106] validation_0-mae:4446.73633 validation_1-mae:6005.65088 [1107] validation_0-mae:4445.74805 validation_1-mae:6005.97412 [1108] validation_0-mae:4445.09570 validation_1-mae:6005.84668 [1109] validation_0-mae:4443.92236 validation_1-mae:6005.11768 [1110] validation_0-mae:4443.47900 validation_1-mae:6004.98486 [1111] validation_0-mae:4442.61133 validation_1-mae:6005.15478 [1112] validation_0-mae:4441.68066 validation_1-mae:6005.55469 [1113] validation_0-mae:4440.62695 validation_1-mae:6005.26123 [1114] validation_0-mae:4439.70117 validation_1-mae:6005.57568 [1115] validation_0-mae:4438.11230 validation_1-mae:6005.32275 [1116] validation_0-mae:4437.65723 validation_1-mae:6005.30469 [1117] validation_0-mae:4436.80273 validation_1-mae:6005.26855 [1118] validation_0-mae:4435.14258 validation_1-mae:6005.24658 [1119] validation_0-mae:4433.76074 validation_1-mae:6004.81103 [1120] validation_0-mae:4432.03369 validation_1-mae:6004.81250 [1121] validation_0-mae:4430.98584 validation_1-mae:6004.58887 [1122] validation_0-mae:4429.69531 validation_1-mae:6004.15478 [1123] validation_0-mae:4428.31787 validation_1-mae:6004.80420 [1124] validation_0-mae:4426.80811 validation_1-mae:6005.31934 [1125] validation_0-mae:4425.68555 validation_1-mae:6005.45459 [1126] validation_0-mae:4425.21289 validation_1-mae:6005.57129 [1127] validation_0-mae:4424.31250 validation_1-mae:6005.55029 [1128] validation_0-mae:4423.77783 validation_1-mae:6005.54980 [1129] validation_0-mae:4422.41016 validation_1-mae:6005.96191 [1130] validation_0-mae:4421.45654 validation_1-mae:6005.70801 [1131] validation_0-mae:4420.20801 validation_1-mae:6005.69727 [1132] validation_0-mae:4419.29932 validation_1-mae:6005.37793 [1133] validation_0-mae:4418.01514 validation_1-mae:6005.36328 [1134] validation_0-mae:4416.51611 validation_1-mae:6005.67627 [1135] validation_0-mae:4414.87012 validation_1-mae:6005.39746 [1136] validation_0-mae:4413.43115 validation_1-mae:6005.59717 [1137] validation_0-mae:4411.58936 validation_1-mae:6004.85107 [1138] validation_0-mae:4411.17822 validation_1-mae:6004.71289 [1139] validation_0-mae:4410.01318 validation_1-mae:6005.34082 [1140] validation_0-mae:4408.05078 validation_1-mae:6005.57715 [1141] validation_0-mae:4407.14453 validation_1-mae:6004.44971 [1142] validation_0-mae:4405.73486 validation_1-mae:6004.92627 [1143] validation_0-mae:4403.83838 validation_1-mae:6004.16504 [1144] validation_0-mae:4403.09424 validation_1-mae:6004.20068 [1145] validation_0-mae:4401.09082 validation_1-mae:6003.44580 [1146] validation_0-mae:4399.24414 validation_1-mae:6003.32910 [1147] validation_0-mae:4398.72949 validation_1-mae:6003.18359 [1148] validation_0-mae:4397.70703 validation_1-mae:6002.60889 [1149] validation_0-mae:4396.90527 validation_1-mae:6002.38330 [1150] validation_0-mae:4395.55859 validation_1-mae:6002.07666 [1151] validation_0-mae:4394.86035 validation_1-mae:6001.84912 [1152] validation_0-mae:4393.88770 validation_1-mae:6001.77978 [1153] validation_0-mae:4393.27246 validation_1-mae:6001.82129 [1154] validation_0-mae:4392.85742 validation_1-mae:6001.92285 [1155] validation_0-mae:4392.08252 validation_1-mae:6002.06592 [1156] validation_0-mae:4391.27441 validation_1-mae:6001.79297 [1157] validation_0-mae:4390.98438 validation_1-mae:6001.71387 [1158] validation_0-mae:4390.07617 validation_1-mae:6001.52881 [1159] validation_0-mae:4389.34228 validation_1-mae:6001.21533 [1160] validation_0-mae:4388.34668 validation_1-mae:6001.28809 [1161] validation_0-mae:4387.72022 validation_1-mae:6001.27246 [1162] validation_0-mae:4386.92188 validation_1-mae:6001.15332 [1163] validation_0-mae:4386.85010 validation_1-mae:6001.21484 [1164] validation_0-mae:4386.12256 validation_1-mae:6001.03027 [1165] validation_0-mae:4385.68897 validation_1-mae:6000.90772 [1166] validation_0-mae:4385.11279 validation_1-mae:6001.30664 [1167] validation_0-mae:4383.93018 validation_1-mae:6001.05615 [1168] validation_0-mae:4383.54053 validation_1-mae:6000.93311 [1169] validation_0-mae:4383.26953 validation_1-mae:6000.99853 [1170] validation_0-mae:4382.80908 validation_1-mae:6000.95850 [1171] validation_0-mae:4381.05908 validation_1-mae:6000.79004 [1172] validation_0-mae:4379.87549 validation_1-mae:6000.50781 [1173] validation_0-mae:4379.22705 validation_1-mae:6000.65772 [1174] validation_0-mae:4378.67627 validation_1-mae:6000.58838 [1175] validation_0-mae:4376.95801 validation_1-mae:6000.11182 [1176] validation_0-mae:4374.97852 validation_1-mae:6000.15234 [1177] validation_0-mae:4373.25000 validation_1-mae:6000.55078 [1178] validation_0-mae:4372.30469 validation_1-mae:6000.78564 [1179] validation_0-mae:4371.86084 validation_1-mae:6000.87109 [1180] validation_0-mae:4371.54248 validation_1-mae:6000.86133 [1181] validation_0-mae:4370.48682 validation_1-mae:6000.80225 [1182] validation_0-mae:4369.57520 validation_1-mae:6000.88477 [1183] validation_0-mae:4368.63721 validation_1-mae:6001.12109 [1184] validation_0-mae:4367.86621 validation_1-mae:6001.06641 [1185] validation_0-mae:4367.66357 validation_1-mae:6001.10303 [1186] validation_0-mae:4367.17627 validation_1-mae:6001.43603 [1187] validation_0-mae:4366.40967 validation_1-mae:6001.45752 [1188] validation_0-mae:4366.09766 validation_1-mae:6001.44043 [1189] validation_0-mae:4364.99023 validation_1-mae:6001.47852 [1190] validation_0-mae:4364.47119 validation_1-mae:6001.61719 [1191] validation_0-mae:4363.71436 validation_1-mae:6001.87012 [1192] validation_0-mae:4362.89941 validation_1-mae:6001.66992 [1193] validation_0-mae:4362.14648 validation_1-mae:6001.71924 [1194] validation_0-mae:4361.38379 validation_1-mae:6001.82959 [1195] validation_0-mae:4360.48730 validation_1-mae:6001.92969 [1196] validation_0-mae:4359.12842 validation_1-mae:6001.48975 [1197] validation_0-mae:4358.52978 validation_1-mae:6001.49219 [1198] validation_0-mae:4357.63916 validation_1-mae:6001.35938 [1199] validation_0-mae:4356.54834 validation_1-mae:6001.53027 [1200] validation_0-mae:4354.97852 validation_1-mae:6001.57666 [1201] validation_0-mae:4354.08154 validation_1-mae:6001.59814 [1202] validation_0-mae:4353.51660 validation_1-mae:6001.55615 [1203] validation_0-mae:4353.02246 validation_1-mae:6001.60059 [1204] validation_0-mae:4351.62988 validation_1-mae:6002.03369 [1205] validation_0-mae:4351.60352 validation_1-mae:6002.12500 [1206] validation_0-mae:4351.11914 validation_1-mae:6002.08398 [1207] validation_0-mae:4350.70947 validation_1-mae:6002.14453 [1208] validation_0-mae:4350.02246 validation_1-mae:6002.27295 [1209] validation_0-mae:4349.10254 validation_1-mae:6002.37744 [1210] validation_0-mae:4348.80615 validation_1-mae:6002.30225 [1211] validation_0-mae:4348.22314 validation_1-mae:6002.54736 [1212] validation_0-mae:4347.28076 validation_1-mae:6002.16699 [1213] validation_0-mae:4346.29980 validation_1-mae:6002.07568 [1214] validation_0-mae:4344.84375 validation_1-mae:6002.52148 [1215] validation_0-mae:4343.18506 validation_1-mae:6001.97949 [1216] validation_0-mae:4342.24316 validation_1-mae:6001.65869 [1217] validation_0-mae:4340.72022 validation_1-mae:6001.35498 [1218] validation_0-mae:4340.11035 validation_1-mae:6001.22900 [1219] validation_0-mae:4338.20801 validation_1-mae:6001.67139 [1220] validation_0-mae:4336.22314 validation_1-mae:6001.35938 [1221] validation_0-mae:4335.26123 validation_1-mae:6001.29395 [1222] validation_0-mae:4334.26758 validation_1-mae:6001.42529 [1223] validation_0-mae:4333.68018 validation_1-mae:6001.18750 [1224] validation_0-mae:4332.48975 validation_1-mae:6001.09326 [1225] validation_0-mae:4332.43994 validation_1-mae:6001.11377 [1226] validation_0-mae:4331.65772 validation_1-mae:6000.98682 [1227] validation_0-mae:4330.85156 validation_1-mae:6000.79150 [1228] validation_0-mae:4329.95264 validation_1-mae:6000.98926 [1229] validation_0-mae:4329.10498 validation_1-mae:6000.71143 [1230] validation_0-mae:4328.63770 validation_1-mae:6000.47949 [1231] validation_0-mae:4327.49414 validation_1-mae:6000.37109 [1232] validation_0-mae:4326.67969 validation_1-mae:6000.08545 [1233] validation_0-mae:4325.80176 validation_1-mae:6000.06152 [1234] validation_0-mae:4324.64355 validation_1-mae:6000.45850 [1235] validation_0-mae:4323.64307 validation_1-mae:6000.24023 [1236] validation_0-mae:4321.62500 validation_1-mae:6000.45654 [1237] validation_0-mae:4321.07080 validation_1-mae:6000.29541 [1238] validation_0-mae:4319.79346 validation_1-mae:6000.91602 [1239] validation_0-mae:4318.93652 validation_1-mae:6000.41016 [1240] validation_0-mae:4318.50147 validation_1-mae:6000.12695 [1241] validation_0-mae:4317.46143 validation_1-mae:5999.92432 [1242] validation_0-mae:4316.17529 validation_1-mae:5999.78711 [1243] validation_0-mae:4315.16064 validation_1-mae:5999.85889 [1244] validation_0-mae:4314.34424 validation_1-mae:5999.56592 [1245] validation_0-mae:4313.73584 validation_1-mae:5999.58154 [1246] validation_0-mae:4312.55371 validation_1-mae:5999.34277 [1247] validation_0-mae:4311.24463 validation_1-mae:5998.57812 [1248] validation_0-mae:4310.09522 validation_1-mae:5998.66455 [1249] validation_0-mae:4309.46533 validation_1-mae:5998.68359 [1250] validation_0-mae:4309.05762 validation_1-mae:5998.94043 [1251] validation_0-mae:4308.53516 validation_1-mae:5999.01318 [1252] validation_0-mae:4307.96777 validation_1-mae:5998.87256 [1253] validation_0-mae:4307.23633 validation_1-mae:5998.76416 [1254] validation_0-mae:4305.55566 validation_1-mae:5998.75244 [1255] validation_0-mae:4304.64258 validation_1-mae:5998.79590 [1256] validation_0-mae:4303.73682 validation_1-mae:5998.56738 [1257] validation_0-mae:4302.70801 validation_1-mae:5998.69482 [1258] validation_0-mae:4301.80420 validation_1-mae:5998.71533 [1259] validation_0-mae:4301.15283 validation_1-mae:5998.93262 [1260] validation_0-mae:4300.19336 validation_1-mae:5998.96973 [1261] validation_0-mae:4299.19531 validation_1-mae:5998.99805 [1262] validation_0-mae:4298.61328 validation_1-mae:5998.87061 [1263] validation_0-mae:4298.00195 validation_1-mae:5998.80273 [1264] validation_0-mae:4297.74561 validation_1-mae:5998.92432 [1265] validation_0-mae:4296.81055 validation_1-mae:5998.64062 [1266] validation_0-mae:4296.00830 validation_1-mae:5998.83203 [1267] validation_0-mae:4295.55859 validation_1-mae:5998.46777 [1268] validation_0-mae:4295.35352 validation_1-mae:5998.49365 [1269] validation_0-mae:4295.09570 validation_1-mae:5998.49023 [1270] validation_0-mae:4294.87109 validation_1-mae:5998.49365 [1271] validation_0-mae:4294.06103 validation_1-mae:5998.71631 [1272] validation_0-mae:4292.26709 validation_1-mae:5998.45459 [1273] validation_0-mae:4291.02295 validation_1-mae:5998.28809 [1274] validation_0-mae:4289.32568 validation_1-mae:5998.85645 [1275] validation_0-mae:4288.53467 validation_1-mae:5998.83008 [1276] validation_0-mae:4287.65186 validation_1-mae:5998.59180 [1277] validation_0-mae:4286.35059 validation_1-mae:5998.46631 [1278] validation_0-mae:4285.23633 validation_1-mae:5998.08105 [1279] validation_0-mae:4284.78027 validation_1-mae:5998.06982 [1280] validation_0-mae:4283.42676 validation_1-mae:5998.25977 [1281] validation_0-mae:4282.72803 validation_1-mae:5998.01074 [1282] validation_0-mae:4281.73730 validation_1-mae:5997.41016 [1283] validation_0-mae:4279.93555 validation_1-mae:5997.42188 [1284] validation_0-mae:4277.57959 validation_1-mae:5997.75391 [1285] validation_0-mae:4276.50879 validation_1-mae:5997.97852 [1286] validation_0-mae:4275.00488 validation_1-mae:5997.47461 [1287] validation_0-mae:4273.78955 validation_1-mae:5997.11914 [1288] validation_0-mae:4271.84033 validation_1-mae:5996.31787 [1289] validation_0-mae:4270.67383 validation_1-mae:5995.81006 [1290] validation_0-mae:4268.66748 validation_1-mae:5995.13086 [1291] validation_0-mae:4267.96631 validation_1-mae:5995.23096 [1292] validation_0-mae:4266.96240 validation_1-mae:5995.54932 [1293] validation_0-mae:4265.64746 validation_1-mae:5994.68359 [1294] validation_0-mae:4264.65332 validation_1-mae:5994.78027 [1295] validation_0-mae:4263.23926 validation_1-mae:5995.06055 [1296] validation_0-mae:4262.52002 validation_1-mae:5994.98877 [1297] validation_0-mae:4261.86865 validation_1-mae:5995.23828 [1298] validation_0-mae:4260.31543 validation_1-mae:5995.71289 [1299] validation_0-mae:4259.37598 validation_1-mae:5995.44824 [1300] validation_0-mae:4258.12256 validation_1-mae:5995.74463 [1301] validation_0-mae:4257.26660 validation_1-mae:5995.80762 [1302] validation_0-mae:4256.03711 validation_1-mae:5995.43018 [1303] validation_0-mae:4254.64258 validation_1-mae:5996.37939 [1304] validation_0-mae:4253.81494 validation_1-mae:5996.83008 [1305] validation_0-mae:4253.03760 validation_1-mae:5996.88916 [1306] validation_0-mae:4252.27686 validation_1-mae:5996.76709 [1307] validation_0-mae:4251.32080 validation_1-mae:5996.59619 [1308] validation_0-mae:4250.26807 validation_1-mae:5996.49658 [1309] validation_0-mae:4249.45312 validation_1-mae:5996.22070 [1310] validation_0-mae:4248.46875 validation_1-mae:5996.51953 [1311] validation_0-mae:4247.58643 validation_1-mae:5996.29053 [1312] validation_0-mae:4246.13086 validation_1-mae:5995.97900 [1313] validation_0-mae:4245.13428 validation_1-mae:5995.69629 [1314] validation_0-mae:4243.04834 validation_1-mae:5995.05029 [1315] validation_0-mae:4241.65674 validation_1-mae:5995.14160 [1316] validation_0-mae:4240.86230 validation_1-mae:5995.19531 [1317] validation_0-mae:4239.86475 validation_1-mae:5995.21728 [1318] validation_0-mae:4238.94678 validation_1-mae:5995.48926 [1319] validation_0-mae:4237.55811 validation_1-mae:5995.89893 [1320] validation_0-mae:4236.64600 validation_1-mae:5995.95898 [1321] validation_0-mae:4235.71973 validation_1-mae:5995.67480 [1322] validation_0-mae:4233.70605 validation_1-mae:5995.99463 [1323] validation_0-mae:4232.86230 validation_1-mae:5996.17969 [1324] validation_0-mae:4231.59814 validation_1-mae:5996.07129 [1325] validation_0-mae:4230.77978 validation_1-mae:5996.05713 [1326] validation_0-mae:4229.79590 validation_1-mae:5996.81250 [1327] validation_0-mae:4228.90088 validation_1-mae:5996.64307 [1328] validation_0-mae:4227.47070 validation_1-mae:5995.48584 [1329] validation_0-mae:4226.52295 validation_1-mae:5995.64990 [1330] validation_0-mae:4225.20410 validation_1-mae:5995.32031 [1331] validation_0-mae:4224.31934 validation_1-mae:5995.17627 [1332] validation_0-mae:4223.57861 validation_1-mae:5995.45947 [1333] validation_0-mae:4222.68750 validation_1-mae:5995.44775 [1334] validation_0-mae:4221.99756 validation_1-mae:5995.55908 [1335] validation_0-mae:4221.59570 validation_1-mae:5995.50000 [1336] validation_0-mae:4220.70605 validation_1-mae:5995.89697 [1337] validation_0-mae:4219.89990 validation_1-mae:5996.14111 [1338] validation_0-mae:4219.09766 validation_1-mae:5995.84863 [1339] validation_0-mae:4217.65332 validation_1-mae:5995.46631 [1340] validation_0-mae:4216.92969 validation_1-mae:5996.06738 [1341] validation_0-mae:4216.03369 validation_1-mae:5995.55371 [1342] validation_0-mae:4214.86035 validation_1-mae:5995.32129 [1343] validation_0-mae:4214.07861 validation_1-mae:5995.23877 [1344] validation_0-mae:4213.51807 validation_1-mae:5995.04346 [1345] validation_0-mae:4212.96973 validation_1-mae:5994.83447 [1346] validation_0-mae:4212.23096 validation_1-mae:5994.69141 [1347] validation_0-mae:4211.50684 validation_1-mae:5994.72266 [1348] validation_0-mae:4210.72803 validation_1-mae:5995.62402 [1349] validation_0-mae:4209.89648 validation_1-mae:5995.30762 [1350] validation_0-mae:4209.03809 validation_1-mae:5995.30664 [1351] validation_0-mae:4208.47168 validation_1-mae:5995.26611 [1352] validation_0-mae:4207.74951 validation_1-mae:5995.15527 [1353] validation_0-mae:4207.19727 validation_1-mae:5995.00830 [1354] validation_0-mae:4206.58350 validation_1-mae:5995.35938 [1355] validation_0-mae:4205.67822 validation_1-mae:5994.97852 [1356] validation_0-mae:4204.85303 validation_1-mae:5994.76758 [1357] validation_0-mae:4203.96143 validation_1-mae:5994.83350 [1358] validation_0-mae:4203.07812 validation_1-mae:5994.66553 [1359] validation_0-mae:4201.74902 validation_1-mae:5994.51904 [1360] validation_0-mae:4200.10938 validation_1-mae:5994.45996 [1361] validation_0-mae:4198.98438 validation_1-mae:5994.55371 [1362] validation_0-mae:4197.78955 validation_1-mae:5994.91113 [1363] validation_0-mae:4196.44971 validation_1-mae:5994.39600 [1364] validation_0-mae:4195.04150 validation_1-mae:5994.69141 [1365] validation_0-mae:4193.07178 validation_1-mae:5994.74561 [1366] validation_0-mae:4191.56299 validation_1-mae:5995.38232 [1367] validation_0-mae:4190.39258 validation_1-mae:5995.38916 [1368] validation_0-mae:4189.18262 validation_1-mae:5994.82812 [1369] validation_0-mae:4188.21680 validation_1-mae:5995.22217 [1370] validation_0-mae:4186.71875 validation_1-mae:5994.79980 [1371] validation_0-mae:4186.26367 validation_1-mae:5994.89111 [1372] validation_0-mae:4185.63916 validation_1-mae:5994.60059 [1373] validation_0-mae:4184.49951 validation_1-mae:5994.58057 [1374] validation_0-mae:4183.59473 validation_1-mae:5994.67773 [1375] validation_0-mae:4181.94092 validation_1-mae:5994.71680 [1376] validation_0-mae:4181.50391 validation_1-mae:5994.93897 [1377] validation_0-mae:4180.67432 validation_1-mae:5994.96094 [1378] validation_0-mae:4180.07275 validation_1-mae:5995.15186 [1379] validation_0-mae:4179.05029 validation_1-mae:5995.26367 [1380] validation_0-mae:4178.79102 validation_1-mae:5995.49121 [1381] validation_0-mae:4176.69531 validation_1-mae:5994.56738 [1382] validation_0-mae:4175.80176 validation_1-mae:5994.70557 [1383] validation_0-mae:4174.31250 validation_1-mae:5994.18408 [1384] validation_0-mae:4173.29150 validation_1-mae:5994.22168 [1385] validation_0-mae:4172.54004 validation_1-mae:5994.34131 [1386] validation_0-mae:4171.84570 validation_1-mae:5994.57275 [1387] validation_0-mae:4170.81250 validation_1-mae:5994.48486 [1388] validation_0-mae:4169.98047 validation_1-mae:5994.50244 [1389] validation_0-mae:4169.21777 validation_1-mae:5994.56494 [1390] validation_0-mae:4168.46973 validation_1-mae:5994.90332 [1391] validation_0-mae:4167.35986 validation_1-mae:5995.23828 [1392] validation_0-mae:4167.04541 validation_1-mae:5995.11230 [1393] validation_0-mae:4166.18066 validation_1-mae:5995.31103 [1394] validation_0-mae:4164.54932 validation_1-mae:5995.35693 [1395] validation_0-mae:4164.32764 validation_1-mae:5995.31348 [1396] validation_0-mae:4163.59619 validation_1-mae:5995.08643 [1397] validation_0-mae:4162.29932 validation_1-mae:5995.65820 [1398] validation_0-mae:4161.71533 validation_1-mae:5995.31152 [1399] validation_0-mae:4161.21045 validation_1-mae:5995.41260 [1400] validation_0-mae:4160.94238 validation_1-mae:5995.63770 [1401] validation_0-mae:4160.07910 validation_1-mae:5996.00488 [1402] validation_0-mae:4159.36084 validation_1-mae:5995.92334 [1403] validation_0-mae:4158.42334 validation_1-mae:5996.79590 [1404] validation_0-mae:4157.06689 validation_1-mae:5996.58447 [1405] validation_0-mae:4156.34228 validation_1-mae:5996.28223 [1406] validation_0-mae:4155.21582 validation_1-mae:5995.79883 [1407] validation_0-mae:4154.57617 validation_1-mae:5995.94482 [1408] validation_0-mae:4153.74023 validation_1-mae:5995.51904 [1409] validation_0-mae:4152.49561 validation_1-mae:5995.62842 [1410] validation_0-mae:4151.82910 validation_1-mae:5995.68799 [1411] validation_0-mae:4151.01025 validation_1-mae:5995.46924 [1412] validation_0-mae:4149.98730 validation_1-mae:5995.31348 [1413] validation_0-mae:4149.33496 validation_1-mae:5995.45117 [1414] validation_0-mae:4148.60986 validation_1-mae:5995.07080 [1415] validation_0-mae:4147.95850 validation_1-mae:5994.74853 [1416] validation_0-mae:4147.43848 validation_1-mae:5994.59277 [1417] validation_0-mae:4146.41748 validation_1-mae:5994.10742 [1418] validation_0-mae:4145.16602 validation_1-mae:5994.41162 [1419] validation_0-mae:4144.10449 validation_1-mae:5993.83984 [1420] validation_0-mae:4142.80811 validation_1-mae:5993.87744 [1421] validation_0-mae:4141.60889 validation_1-mae:5994.36523 [1422] validation_0-mae:4140.22314 validation_1-mae:5994.24902 [1423] validation_0-mae:4138.87061 validation_1-mae:5994.10303 [1424] validation_0-mae:4137.24512 validation_1-mae:5994.34033 [1425] validation_0-mae:4136.30176 validation_1-mae:5994.88672 [1426] validation_0-mae:4135.55615 validation_1-mae:5995.06494 [1427] validation_0-mae:4134.92285 validation_1-mae:5994.57812 [1428] validation_0-mae:4134.02148 validation_1-mae:5994.33105 [1429] validation_0-mae:4132.60596 validation_1-mae:5993.98193 [1430] validation_0-mae:4131.46240 validation_1-mae:5993.69092 [1431] validation_0-mae:4130.64404 validation_1-mae:5993.63379 [1432] validation_0-mae:4129.81494 validation_1-mae:5993.82324 [1433] validation_0-mae:4128.82617 validation_1-mae:5993.91846 [1434] validation_0-mae:4128.40527 validation_1-mae:5994.01416 [1435] validation_0-mae:4127.90088 validation_1-mae:5994.32568 [1436] validation_0-mae:4127.42725 validation_1-mae:5994.49805 [1437] validation_0-mae:4126.68018 validation_1-mae:5994.19629 [1438] validation_0-mae:4126.04639 validation_1-mae:5994.18897 [1439] validation_0-mae:4125.52441 validation_1-mae:5994.09912 [1440] validation_0-mae:4124.63184 validation_1-mae:5994.21631 [1441] validation_0-mae:4124.06934 validation_1-mae:5993.94238 [1442] validation_0-mae:4123.61377 validation_1-mae:5993.70752 [1443] validation_0-mae:4123.26953 validation_1-mae:5993.46728 [1444] validation_0-mae:4122.83984 validation_1-mae:5993.56103 [1445] validation_0-mae:4121.49756 validation_1-mae:5993.57129 [1446] validation_0-mae:4120.92725 validation_1-mae:5993.72412 [1447] validation_0-mae:4119.65137 validation_1-mae:5993.50781 [1448] validation_0-mae:4118.97900 validation_1-mae:5993.28369 [1449] validation_0-mae:4118.70752 validation_1-mae:5993.31055 [1450] validation_0-mae:4118.47119 validation_1-mae:5993.44043 [1451] validation_0-mae:4117.89111 validation_1-mae:5993.47217 [1452] validation_0-mae:4117.00293 validation_1-mae:5992.66113 [1453] validation_0-mae:4116.19922 validation_1-mae:5992.30078 [1454] validation_0-mae:4115.63770 validation_1-mae:5992.40186 [1455] validation_0-mae:4115.48682 validation_1-mae:5992.40137 [1456] validation_0-mae:4114.87207 validation_1-mae:5992.95752 [1457] validation_0-mae:4113.88623 validation_1-mae:5992.85596 [1458] validation_0-mae:4113.34277 validation_1-mae:5993.05566 [1459] validation_0-mae:4113.03076 validation_1-mae:5993.04053 [1460] validation_0-mae:4111.99268 validation_1-mae:5992.42383 [1461] validation_0-mae:4111.12500 validation_1-mae:5992.98682 [1462] validation_0-mae:4110.44189 validation_1-mae:5992.85400 [1463] validation_0-mae:4109.76221 validation_1-mae:5992.14990 [1464] validation_0-mae:4108.11426 validation_1-mae:5992.07031 [1465] validation_0-mae:4107.15283 validation_1-mae:5991.62549 [1466] validation_0-mae:4106.50635 validation_1-mae:5991.48340 [1467] validation_0-mae:4105.96582 validation_1-mae:5991.24170 [1468] validation_0-mae:4105.18897 validation_1-mae:5991.61426 [1469] validation_0-mae:4104.83838 validation_1-mae:5991.72607 [1470] validation_0-mae:4104.13818 validation_1-mae:5991.99268 [1471] validation_0-mae:4103.94336 validation_1-mae:5991.97266 [1472] validation_0-mae:4102.96973 validation_1-mae:5991.82764 [1473] validation_0-mae:4102.88867 validation_1-mae:5991.84814 [1474] validation_0-mae:4102.21533 validation_1-mae:5991.98926 [1475] validation_0-mae:4101.47998 validation_1-mae:5991.99268 [1476] validation_0-mae:4100.88184 validation_1-mae:5991.83008 [1477] validation_0-mae:4099.75000 validation_1-mae:5991.66699 [1478] validation_0-mae:4098.93457 validation_1-mae:5991.76855 [1479] validation_0-mae:4097.54590 validation_1-mae:5991.85547 [1480] validation_0-mae:4095.59155 validation_1-mae:5991.99219 [1481] validation_0-mae:4093.90479 validation_1-mae:5991.82422 [1482] validation_0-mae:4093.31812 validation_1-mae:5991.43897 [1483] validation_0-mae:4092.30200 validation_1-mae:5991.34277 [1484] validation_0-mae:4091.05029 validation_1-mae:5990.31494 [1485] validation_0-mae:4089.81641 validation_1-mae:5990.39551 [1486] validation_0-mae:4088.59961 validation_1-mae:5990.53027 [1487] validation_0-mae:4088.01807 validation_1-mae:5990.27930 [1488] validation_0-mae:4086.91602 validation_1-mae:5990.46289 [1489] validation_0-mae:4086.06885 validation_1-mae:5990.43848 [1490] validation_0-mae:4085.30151 validation_1-mae:5990.47217 [1491] validation_0-mae:4083.56592 validation_1-mae:5990.25977 [1492] validation_0-mae:4082.41016 validation_1-mae:5990.81494 [1493] validation_0-mae:4081.87744 validation_1-mae:5990.80615 [1494] validation_0-mae:4081.19800 validation_1-mae:5990.63330 [1495] validation_0-mae:4081.03662 validation_1-mae:5990.64062 [1496] validation_0-mae:4080.38159 validation_1-mae:5990.36621 [1497] validation_0-mae:4079.83667 validation_1-mae:5990.35889 [1498] validation_0-mae:4079.06201 validation_1-mae:5990.14111 [1499] validation_0-mae:4078.64331 validation_1-mae:5990.22656 [1500] validation_0-mae:4077.65625 validation_1-mae:5990.19092 [1501] validation_0-mae:4076.71802 validation_1-mae:5990.28809 [1502] validation_0-mae:4075.91089 validation_1-mae:5990.27490 [1503] validation_0-mae:4074.87500 validation_1-mae:5989.88184 [1504] validation_0-mae:4073.94751 validation_1-mae:5990.04541 [1505] validation_0-mae:4072.40576 validation_1-mae:5988.98779 [1506] validation_0-mae:4071.40723 validation_1-mae:5988.59961 [1507] validation_0-mae:4069.98267 validation_1-mae:5988.35986 [1508] validation_0-mae:4069.41016 validation_1-mae:5987.98584 [1509] validation_0-mae:4068.94629 validation_1-mae:5987.82812 [1510] validation_0-mae:4067.93091 validation_1-mae:5987.77686 [1511] validation_0-mae:4067.12720 validation_1-mae:5988.01074 [1512] validation_0-mae:4066.19287 validation_1-mae:5987.78662 [1513] validation_0-mae:4064.49658 validation_1-mae:5987.82520 [1514] validation_0-mae:4063.78711 validation_1-mae:5987.98730 [1515] validation_0-mae:4061.86108 validation_1-mae:5987.13623 [1516] validation_0-mae:4061.18188 validation_1-mae:5986.97900 [1517] validation_0-mae:4060.82617 validation_1-mae:5986.91797 [1518] validation_0-mae:4060.45752 validation_1-mae:5987.30615 [1519] validation_0-mae:4058.80493 validation_1-mae:5986.30762 [1520] validation_0-mae:4058.42725 validation_1-mae:5986.44727 [1521] validation_0-mae:4057.33106 validation_1-mae:5986.64697 [1522] validation_0-mae:4056.55542 validation_1-mae:5986.32178 [1523] validation_0-mae:4055.84302 validation_1-mae:5986.23975 [1524] validation_0-mae:4055.39941 validation_1-mae:5985.98291 [1525] validation_0-mae:4054.49878 validation_1-mae:5986.07178 [1526] validation_0-mae:4053.82764 validation_1-mae:5986.00439 [1527] validation_0-mae:4053.24683 validation_1-mae:5985.83984 [1528] validation_0-mae:4052.17456 validation_1-mae:5985.62402 [1529] validation_0-mae:4051.26074 validation_1-mae:5985.86133 [1530] validation_0-mae:4050.33569 validation_1-mae:5986.12500 [1531] validation_0-mae:4049.77637 validation_1-mae:5986.07617 [1532] validation_0-mae:4049.21802 validation_1-mae:5986.19043 [1533] validation_0-mae:4047.93921 validation_1-mae:5985.50147 [1534] validation_0-mae:4047.20776 validation_1-mae:5985.49072 [1535] validation_0-mae:4046.53149 validation_1-mae:5985.27490 [1536] validation_0-mae:4046.21167 validation_1-mae:5985.32812 [1537] validation_0-mae:4045.24683 validation_1-mae:5984.94434 [1538] validation_0-mae:4044.21362 validation_1-mae:5984.90723 [1539] validation_0-mae:4042.95044 validation_1-mae:5984.74512 [1540] validation_0-mae:4041.43335 validation_1-mae:5984.92627 [1541] validation_0-mae:4040.57788 validation_1-mae:5985.04785 [1542] validation_0-mae:4039.42700 validation_1-mae:5984.90430 [1543] validation_0-mae:4038.88477 validation_1-mae:5985.27930 [1544] validation_0-mae:4038.28247 validation_1-mae:5985.13232 [1545] validation_0-mae:4037.20703 validation_1-mae:5985.00635 [1546] validation_0-mae:4036.52051 validation_1-mae:5984.86914 [1547] validation_0-mae:4035.09741 validation_1-mae:5983.40674 [1548] validation_0-mae:4033.92944 validation_1-mae:5983.36133 [1549] validation_0-mae:4033.33520 validation_1-mae:5983.44629 [1550] validation_0-mae:4032.38794 validation_1-mae:5983.28369 [1551] validation_0-mae:4030.94580 validation_1-mae:5983.73242 [1552] validation_0-mae:4030.25342 validation_1-mae:5983.73730 [1553] validation_0-mae:4029.50342 validation_1-mae:5983.17920 [1554] validation_0-mae:4028.20972 validation_1-mae:5982.82812 [1555] validation_0-mae:4026.37598 validation_1-mae:5983.36182 [1556] validation_0-mae:4024.85034 validation_1-mae:5983.24316 [1557] validation_0-mae:4023.64185 validation_1-mae:5983.39941 [1558] validation_0-mae:4022.37134 validation_1-mae:5983.51562 [1559] validation_0-mae:4021.14356 validation_1-mae:5983.50684 [1560] validation_0-mae:4020.34839 validation_1-mae:5983.61182 [1561] validation_0-mae:4020.18408 validation_1-mae:5983.56152 [1562] validation_0-mae:4018.79150 validation_1-mae:5983.61035 [1563] validation_0-mae:4018.57007 validation_1-mae:5983.65332 [1564] validation_0-mae:4017.94531 validation_1-mae:5983.66309 [1565] validation_0-mae:4017.75146 validation_1-mae:5983.59766 [1566] validation_0-mae:4017.39185 validation_1-mae:5983.32031 [1567] validation_0-mae:4016.84253 validation_1-mae:5983.76074 [1568] validation_0-mae:4016.16016 validation_1-mae:5983.56494 [1569] validation_0-mae:4014.93774 validation_1-mae:5983.72070 [1570] validation_0-mae:4014.45288 validation_1-mae:5983.67236 [1571] validation_0-mae:4013.65649 validation_1-mae:5983.63916 [1572] validation_0-mae:4013.08716 validation_1-mae:5983.85059 [1573] validation_0-mae:4012.44946 validation_1-mae:5983.95264 [1574] validation_0-mae:4011.70947 validation_1-mae:5983.83350 [1575] validation_0-mae:4011.14893 validation_1-mae:5983.93848 [1576] validation_0-mae:4010.36401 validation_1-mae:5983.77588 [1577] validation_0-mae:4009.48926 validation_1-mae:5983.34619 [1578] validation_0-mae:4008.83569 validation_1-mae:5983.30566 [1579] validation_0-mae:4007.92676 validation_1-mae:5983.05273 [1580] validation_0-mae:4007.17163 validation_1-mae:5983.33252 [1581] validation_0-mae:4006.34644 validation_1-mae:5983.15137 [1582] validation_0-mae:4005.70410 validation_1-mae:5983.05811 [1583] validation_0-mae:4005.26245 validation_1-mae:5983.39160 [1584] validation_0-mae:4004.71899 validation_1-mae:5983.68213 [1585] validation_0-mae:4004.22241 validation_1-mae:5983.75684 [1586] validation_0-mae:4003.04394 validation_1-mae:5983.87549 [1587] validation_0-mae:4001.39404 validation_1-mae:5983.90772 [1588] validation_0-mae:4000.41211 validation_1-mae:5983.69189 [1589] validation_0-mae:3999.15869 validation_1-mae:5983.33691 [1590] validation_0-mae:3997.89380 validation_1-mae:5983.45752 [1591] validation_0-mae:3996.76172 validation_1-mae:5983.46436 [1592] validation_0-mae:3996.10986 validation_1-mae:5983.26904 [1593] validation_0-mae:3995.19531 validation_1-mae:5983.49170 [1594] validation_0-mae:3994.31958 validation_1-mae:5983.90088 [1595] validation_0-mae:3992.79053 validation_1-mae:5984.57129 [1596] validation_0-mae:3991.91260 validation_1-mae:5984.58594 [1597] validation_0-mae:3990.61328 validation_1-mae:5984.09375 [1598] validation_0-mae:3990.07861 validation_1-mae:5983.77686 [1599] validation_0-mae:3988.64795 validation_1-mae:5982.50195 [1600] validation_0-mae:3988.01660 validation_1-mae:5982.42578 [1601] validation_0-mae:3986.80713 validation_1-mae:5982.62842 [1602] validation_0-mae:3985.30786 validation_1-mae:5982.45557 [1603] validation_0-mae:3984.69360 validation_1-mae:5982.74951 [1604] validation_0-mae:3983.97437 validation_1-mae:5982.85547 [1605] validation_0-mae:3982.37866 validation_1-mae:5983.47803 [1606] validation_0-mae:3981.06006 validation_1-mae:5983.68652 [1607] validation_0-mae:3980.30762 validation_1-mae:5983.66602 [1608] validation_0-mae:3979.24585 validation_1-mae:5983.60938 [1609] validation_0-mae:3978.39893 validation_1-mae:5983.80615 [1610] validation_0-mae:3977.34619 validation_1-mae:5983.98291 [1611] validation_0-mae:3976.74341 validation_1-mae:5983.99316 [1612] validation_0-mae:3976.08252 validation_1-mae:5984.22412 [1613] validation_0-mae:3975.03101 validation_1-mae:5983.95801 [1614] validation_0-mae:3974.25610 validation_1-mae:5983.89355 [1615] validation_0-mae:3972.82568 validation_1-mae:5983.84619 [1616] validation_0-mae:3972.19580 validation_1-mae:5984.10059 [1617] validation_0-mae:3971.45337 validation_1-mae:5983.63965 [1618] validation_0-mae:3970.68872 validation_1-mae:5983.69580 [1619] validation_0-mae:3969.85278 validation_1-mae:5983.84619 [1620] validation_0-mae:3969.41431 validation_1-mae:5983.62988 [1621] validation_0-mae:3968.18579 validation_1-mae:5984.02197 [1622] validation_0-mae:3967.40625 validation_1-mae:5983.64258 [1623] validation_0-mae:3965.69580 validation_1-mae:5983.68506 [1624] validation_0-mae:3964.75806 validation_1-mae:5983.64014 [1625] validation_0-mae:3964.10205 validation_1-mae:5983.71582 [1626] validation_0-mae:3962.99829 validation_1-mae:5983.31348 [1627] validation_0-mae:3962.46118 validation_1-mae:5983.51025 [1628] validation_0-mae:3961.76147 validation_1-mae:5983.38330 [1629] validation_0-mae:3960.69775 validation_1-mae:5983.04248 [1630] validation_0-mae:3959.67847 validation_1-mae:5982.72461 [1631] validation_0-mae:3958.56323 validation_1-mae:5982.66357 [1632] validation_0-mae:3958.16577 validation_1-mae:5982.72949 [1633] validation_0-mae:3956.95068 validation_1-mae:5982.61182 [1634] validation_0-mae:3956.52344 validation_1-mae:5982.73730 [1635] validation_0-mae:3955.86328 validation_1-mae:5982.56738 [1636] validation_0-mae:3954.99512 validation_1-mae:5982.25488 [1637] validation_0-mae:3954.06860 validation_1-mae:5982.21289 [1638] validation_0-mae:3953.28198 validation_1-mae:5982.31250 [1639] validation_0-mae:3952.61938 validation_1-mae:5982.47656 [1640] validation_0-mae:3952.12720 validation_1-mae:5982.20117 [1641] validation_0-mae:3951.64014 validation_1-mae:5982.24707 [1642] validation_0-mae:3950.79370 validation_1-mae:5982.32910 [1643] validation_0-mae:3950.20044 validation_1-mae:5982.71875 [1644] validation_0-mae:3949.58057 validation_1-mae:5982.73779 [1645] validation_0-mae:3948.77856 validation_1-mae:5982.80322 [1646] validation_0-mae:3948.48535 validation_1-mae:5982.83740 [1647] validation_0-mae:3947.79272 validation_1-mae:5982.43018 [1648] validation_0-mae:3947.39062 validation_1-mae:5982.32178 [1649] validation_0-mae:3946.88159 validation_1-mae:5982.53320 [1650] validation_0-mae:3945.89600 validation_1-mae:5983.11914 [1651] validation_0-mae:3944.83032 validation_1-mae:5982.95312 [1652] validation_0-mae:3944.11768 validation_1-mae:5982.77832 [1653] validation_0-mae:3943.20508 validation_1-mae:5982.52783 [1654] validation_0-mae:3942.88355 validation_1-mae:5982.30273 [1655] validation_0-mae:3940.88696 validation_1-mae:5981.96484 [1656] validation_0-mae:3939.99145 validation_1-mae:5981.43506 [1657] validation_0-mae:3938.14111 validation_1-mae:5980.72314 [1658] validation_0-mae:3937.10205 validation_1-mae:5980.58789 [1659] validation_0-mae:3935.84741 validation_1-mae:5981.08789 [1660] validation_0-mae:3935.49829 validation_1-mae:5980.98486 [1661] validation_0-mae:3935.06348 validation_1-mae:5981.06836 [1662] validation_0-mae:3934.60254 validation_1-mae:5980.83057 [1663] validation_0-mae:3933.82544 validation_1-mae:5980.70508 [1664] validation_0-mae:3933.04175 validation_1-mae:5980.45361 [1665] validation_0-mae:3932.95044 validation_1-mae:5980.43994 [1666] validation_0-mae:3932.62378 validation_1-mae:5980.40576 [1667] validation_0-mae:3932.11841 validation_1-mae:5980.42725 [1668] validation_0-mae:3931.49048 validation_1-mae:5979.96143 [1669] validation_0-mae:3930.54199 validation_1-mae:5979.49805 [1670] validation_0-mae:3929.91309 validation_1-mae:5979.18848 [1671] validation_0-mae:3929.00220 validation_1-mae:5978.76074 [1672] validation_0-mae:3927.90552 validation_1-mae:5978.54004 [1673] validation_0-mae:3927.49414 validation_1-mae:5978.60254 [1674] validation_0-mae:3926.95728 validation_1-mae:5978.52978 [1675] validation_0-mae:3926.60327 validation_1-mae:5978.65869 [1676] validation_0-mae:3926.54053 validation_1-mae:5978.68359 [1677] validation_0-mae:3926.35889 validation_1-mae:5978.69141 [1678] validation_0-mae:3925.91675 validation_1-mae:5978.67578 [1679] validation_0-mae:3925.20923 validation_1-mae:5979.06201 [1680] validation_0-mae:3924.52344 validation_1-mae:5979.22998 [1681] validation_0-mae:3923.80176 validation_1-mae:5979.05469 [1682] validation_0-mae:3922.80078 validation_1-mae:5978.72217 [1683] validation_0-mae:3922.16528 validation_1-mae:5978.63184 [1684] validation_0-mae:3921.48511 validation_1-mae:5978.93262 [1685] validation_0-mae:3920.87305 validation_1-mae:5978.96728 [1686] validation_0-mae:3920.55884 validation_1-mae:5978.95654 [1687] validation_0-mae:3920.01685 validation_1-mae:5978.72510 [1688] validation_0-mae:3918.55029 validation_1-mae:5979.15381 [1689] validation_0-mae:3918.32568 validation_1-mae:5979.11621 [1690] validation_0-mae:3916.78271 validation_1-mae:5979.28125 [1691] validation_0-mae:3916.34131 validation_1-mae:5979.15527 [1692] validation_0-mae:3915.79150 validation_1-mae:5979.40674 [1693] validation_0-mae:3915.36597 validation_1-mae:5979.49805 [1694] validation_0-mae:3914.94971 validation_1-mae:5979.50635 [1695] validation_0-mae:3914.04321 validation_1-mae:5979.36377 [1696] validation_0-mae:3913.66724 validation_1-mae:5979.25537 [1697] validation_0-mae:3913.04907 validation_1-mae:5979.04395 [1698] validation_0-mae:3912.53833 validation_1-mae:5979.27393 [1699] validation_0-mae:3911.70947 validation_1-mae:5979.02734 Dropping: spo [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.14258 [13] validation_0-mae:9819.97461 validation_1-mae:9626.33984 [14] validation_0-mae:9418.90527 validation_1-mae:9235.68164 [15] validation_0-mae:9084.41894 validation_1-mae:8908.25391 [16] validation_0-mae:8802.76660 validation_1-mae:8636.84473 [17] validation_0-mae:8567.56836 validation_1-mae:8412.41309 [18] validation_0-mae:8374.73828 validation_1-mae:8224.23438 [19] validation_0-mae:8211.97070 validation_1-mae:8071.29590 [20] validation_0-mae:8069.25439 validation_1-mae:7940.15967 [21] validation_0-mae:7944.89600 validation_1-mae:7832.24023 [22] validation_0-mae:7846.75635 validation_1-mae:7745.81348 [23] validation_0-mae:7760.49268 validation_1-mae:7676.68457 [24] validation_0-mae:7676.77881 validation_1-mae:7598.33838 [25] validation_0-mae:7604.22461 validation_1-mae:7535.01758 [26] validation_0-mae:7548.76855 validation_1-mae:7488.23340 [27] validation_0-mae:7488.48926 validation_1-mae:7434.20312 [28] validation_0-mae:7439.25342 validation_1-mae:7393.11328 [29] validation_0-mae:7397.08154 validation_1-mae:7358.94043 [30] validation_0-mae:7361.37939 validation_1-mae:7328.47559 [31] validation_0-mae:7320.82324 validation_1-mae:7291.93555 [32] validation_0-mae:7292.41406 validation_1-mae:7274.46826 [33] validation_0-mae:7264.21240 validation_1-mae:7253.83887 [34] validation_0-mae:7233.89893 validation_1-mae:7233.88037 [35] validation_0-mae:7202.42920 validation_1-mae:7209.23633 [36] validation_0-mae:7185.20361 validation_1-mae:7195.82227 [37] validation_0-mae:7167.49853 validation_1-mae:7185.80615 [38] validation_0-mae:7142.06152 validation_1-mae:7164.30811 [39] validation_0-mae:7120.69287 validation_1-mae:7147.12109 [40] validation_0-mae:7102.86865 validation_1-mae:7136.75342 [41] validation_0-mae:7086.70312 validation_1-mae:7124.35889 [42] validation_0-mae:7069.58447 validation_1-mae:7113.61670 [43] validation_0-mae:7049.53027 validation_1-mae:7099.80713 [44] validation_0-mae:7037.05225 validation_1-mae:7089.02051 [45] validation_0-mae:7011.79150 validation_1-mae:7068.57764 [46] validation_0-mae:6988.35352 validation_1-mae:7048.77832 [47] validation_0-mae:6972.47510 validation_1-mae:7040.71094 [48] validation_0-mae:6947.78906 validation_1-mae:7022.24268 [49] validation_0-mae:6933.60693 validation_1-mae:7012.19238 [50] validation_0-mae:6915.68603 validation_1-mae:6999.26318 [51] validation_0-mae:6900.50488 validation_1-mae:6986.99365 [52] validation_0-mae:6889.22070 validation_1-mae:6981.28272 [53] validation_0-mae:6875.30420 validation_1-mae:6971.74512 [54] validation_0-mae:6865.28320 validation_1-mae:6967.56836 [55] validation_0-mae:6847.61328 validation_1-mae:6952.02197 [56] validation_0-mae:6830.91406 validation_1-mae:6937.68164 [57] validation_0-mae:6822.18506 validation_1-mae:6933.54834 [58] validation_0-mae:6810.73438 validation_1-mae:6923.05566 [59] validation_0-mae:6795.51123 validation_1-mae:6909.71484 [60] validation_0-mae:6783.21240 validation_1-mae:6898.83203 [61] validation_0-mae:6769.95068 validation_1-mae:6890.72607 [62] validation_0-mae:6758.53857 validation_1-mae:6883.37598 [63] validation_0-mae:6750.19775 validation_1-mae:6875.88867 [64] validation_0-mae:6736.40234 validation_1-mae:6868.33594 [65] validation_0-mae:6726.75439 validation_1-mae:6860.00879 [66] validation_0-mae:6716.69580 validation_1-mae:6852.96582 [67] validation_0-mae:6706.25537 validation_1-mae:6845.36572 [68] validation_0-mae:6697.82227 validation_1-mae:6838.96582 [69] validation_0-mae:6684.58057 validation_1-mae:6827.10596 [70] validation_0-mae:6671.89600 validation_1-mae:6816.26904 [71] validation_0-mae:6658.13184 validation_1-mae:6805.27246 [72] validation_0-mae:6648.90674 validation_1-mae:6798.19922 [73] validation_0-mae:6635.06299 validation_1-mae:6790.16064 [74] validation_0-mae:6627.94482 validation_1-mae:6784.42285 [75] validation_0-mae:6617.52734 validation_1-mae:6776.14355 [76] validation_0-mae:6613.18359 validation_1-mae:6774.05029 [77] validation_0-mae:6602.50195 validation_1-mae:6764.93994 [78] validation_0-mae:6594.98486 validation_1-mae:6760.28760 [79] validation_0-mae:6583.89160 validation_1-mae:6753.48730 [80] validation_0-mae:6577.75586 validation_1-mae:6749.50244 [81] validation_0-mae:6569.56055 validation_1-mae:6743.13232 [82] validation_0-mae:6557.18164 validation_1-mae:6736.07959 [83] validation_0-mae:6550.23877 validation_1-mae:6732.52148 [84] validation_0-mae:6538.82080 validation_1-mae:6721.13867 [85] validation_0-mae:6532.27002 validation_1-mae:6716.54980 [86] validation_0-mae:6520.38770 validation_1-mae:6707.39160 [87] validation_0-mae:6513.76709 validation_1-mae:6703.15576 [88] validation_0-mae:6506.34912 validation_1-mae:6696.66406 [89] validation_0-mae:6498.71240 validation_1-mae:6691.50732 [90] validation_0-mae:6491.40137 validation_1-mae:6685.04443 [91] validation_0-mae:6482.50342 validation_1-mae:6680.45264 [92] validation_0-mae:6475.44922 validation_1-mae:6676.93164 [93] validation_0-mae:6464.80273 validation_1-mae:6670.34717 [94] validation_0-mae:6459.96191 validation_1-mae:6666.73926 [95] validation_0-mae:6453.39502 validation_1-mae:6662.65478 [96] validation_0-mae:6444.99365 validation_1-mae:6658.67920 [97] validation_0-mae:6438.08350 validation_1-mae:6655.66895 [98] validation_0-mae:6431.55615 validation_1-mae:6650.40772 [99] validation_0-mae:6426.20947 validation_1-mae:6647.01758 [100] validation_0-mae:6419.52881 validation_1-mae:6644.18262 [101] validation_0-mae:6412.38184 validation_1-mae:6638.46826 [102] validation_0-mae:6403.55811 validation_1-mae:6631.37109 [103] validation_0-mae:6399.48389 validation_1-mae:6628.49121 [104] validation_0-mae:6389.62647 validation_1-mae:6619.72705 [105] validation_0-mae:6385.44922 validation_1-mae:6617.30029 [106] validation_0-mae:6377.02686 validation_1-mae:6612.68799 [107] validation_0-mae:6374.41162 validation_1-mae:6611.21582 [108] validation_0-mae:6368.49853 validation_1-mae:6608.53369 [109] validation_0-mae:6362.10059 validation_1-mae:6603.22461 [110] validation_0-mae:6355.00147 validation_1-mae:6597.44971 [111] validation_0-mae:6349.70117 validation_1-mae:6595.94434 [112] validation_0-mae:6346.35205 validation_1-mae:6592.84228 [113] validation_0-mae:6343.72168 validation_1-mae:6591.50586 [114] validation_0-mae:6338.62402 validation_1-mae:6588.93799 [115] validation_0-mae:6333.10156 validation_1-mae:6587.64404 [116] validation_0-mae:6327.27490 validation_1-mae:6584.37207 [117] validation_0-mae:6321.02637 validation_1-mae:6580.52100 [118] validation_0-mae:6316.97217 validation_1-mae:6579.09033 [119] validation_0-mae:6312.82373 validation_1-mae:6576.81543 [120] validation_0-mae:6302.85156 validation_1-mae:6571.03711 [121] validation_0-mae:6295.48926 validation_1-mae:6566.00293 [122] validation_0-mae:6290.27832 validation_1-mae:6562.52197 [123] validation_0-mae:6282.89355 validation_1-mae:6557.52588 [124] validation_0-mae:6277.28857 validation_1-mae:6554.51611 [125] validation_0-mae:6270.38623 validation_1-mae:6548.80908 [126] validation_0-mae:6261.89697 validation_1-mae:6542.19238 [127] validation_0-mae:6255.54590 validation_1-mae:6537.77588 [128] validation_0-mae:6253.61230 validation_1-mae:6536.05420 [129] validation_0-mae:6246.02783 validation_1-mae:6535.33594 [130] validation_0-mae:6241.00537 validation_1-mae:6532.43359 [131] validation_0-mae:6237.44385 validation_1-mae:6531.06885 [132] validation_0-mae:6232.68750 validation_1-mae:6528.37402 [133] validation_0-mae:6229.13477 validation_1-mae:6526.51953 [134] validation_0-mae:6224.66553 validation_1-mae:6524.89404 [135] validation_0-mae:6220.33057 validation_1-mae:6522.72022 [136] validation_0-mae:6215.73779 validation_1-mae:6520.59228 [137] validation_0-mae:6211.17578 validation_1-mae:6517.80811 [138] validation_0-mae:6208.73730 validation_1-mae:6516.56982 [139] validation_0-mae:6204.19092 validation_1-mae:6513.74463 [140] validation_0-mae:6201.77734 validation_1-mae:6512.48828 [141] validation_0-mae:6195.97754 validation_1-mae:6512.65332 [142] validation_0-mae:6192.62549 validation_1-mae:6511.16797 [143] validation_0-mae:6185.88135 validation_1-mae:6507.58545 [144] validation_0-mae:6177.09277 validation_1-mae:6500.63281 [145] validation_0-mae:6171.16504 validation_1-mae:6497.09326 [146] validation_0-mae:6167.95361 validation_1-mae:6496.93945 [147] validation_0-mae:6164.99658 validation_1-mae:6494.74170 [148] validation_0-mae:6160.65186 validation_1-mae:6492.24707 [149] validation_0-mae:6159.42725 validation_1-mae:6491.06934 [150] validation_0-mae:6154.45312 validation_1-mae:6488.84131 [151] validation_0-mae:6150.60938 validation_1-mae:6488.31006 [152] validation_0-mae:6148.99316 validation_1-mae:6488.29102 [153] validation_0-mae:6145.61572 validation_1-mae:6485.41846 [154] validation_0-mae:6139.96289 validation_1-mae:6483.44385 [155] validation_0-mae:6135.83789 validation_1-mae:6479.92285 [156] validation_0-mae:6127.27783 validation_1-mae:6472.68945 [157] validation_0-mae:6122.98389 validation_1-mae:6470.66943 [158] validation_0-mae:6119.12549 validation_1-mae:6468.72949 [159] validation_0-mae:6113.56494 validation_1-mae:6466.24170 [160] validation_0-mae:6109.47900 validation_1-mae:6464.34912 [161] validation_0-mae:6106.70508 validation_1-mae:6462.80322 [162] validation_0-mae:6103.85107 validation_1-mae:6461.03125 [163] validation_0-mae:6101.89795 validation_1-mae:6460.84033 [164] validation_0-mae:6098.53809 validation_1-mae:6459.43506 [165] validation_0-mae:6095.07178 validation_1-mae:6457.64111 [166] validation_0-mae:6090.83496 validation_1-mae:6455.77246 [167] validation_0-mae:6089.28955 validation_1-mae:6454.02783 [168] validation_0-mae:6079.29932 validation_1-mae:6445.69141 [169] validation_0-mae:6075.72168 validation_1-mae:6444.45654 [170] validation_0-mae:6073.07666 validation_1-mae:6444.13574 [171] validation_0-mae:6066.46631 validation_1-mae:6441.36963 [172] validation_0-mae:6064.08252 validation_1-mae:6440.99853 [173] validation_0-mae:6059.44922 validation_1-mae:6439.56201 [174] validation_0-mae:6053.91260 validation_1-mae:6435.68213 [175] validation_0-mae:6051.99121 validation_1-mae:6435.45264 [176] validation_0-mae:6048.35352 validation_1-mae:6435.11572 [177] validation_0-mae:6043.49512 validation_1-mae:6432.77051 [178] validation_0-mae:6040.12109 validation_1-mae:6432.08740 [179] validation_0-mae:6036.21094 validation_1-mae:6429.01416 [180] validation_0-mae:6029.94727 validation_1-mae:6423.35449 [181] validation_0-mae:6025.03955 validation_1-mae:6421.39551 [182] validation_0-mae:6020.96484 validation_1-mae:6418.74268 [183] validation_0-mae:6018.97461 validation_1-mae:6418.16260 [184] validation_0-mae:6014.05908 validation_1-mae:6416.18066 [185] validation_0-mae:6011.38135 validation_1-mae:6414.52881 [186] validation_0-mae:6008.91553 validation_1-mae:6414.34131 [187] validation_0-mae:6004.39404 validation_1-mae:6411.91553 [188] validation_0-mae:6001.45996 validation_1-mae:6410.60010 [189] validation_0-mae:5996.42822 validation_1-mae:6408.60742 [190] validation_0-mae:5993.27539 validation_1-mae:6408.35986 [191] validation_0-mae:5990.29932 validation_1-mae:6408.09570 [192] validation_0-mae:5987.77490 validation_1-mae:6406.79346 [193] validation_0-mae:5983.97607 validation_1-mae:6406.27734 [194] validation_0-mae:5980.78516 validation_1-mae:6404.03223 [195] validation_0-mae:5976.54639 validation_1-mae:6402.48096 [196] validation_0-mae:5973.14746 validation_1-mae:6401.12353 [197] validation_0-mae:5972.27246 validation_1-mae:6400.39941 [198] validation_0-mae:5966.98584 validation_1-mae:6397.57080 [199] validation_0-mae:5963.14551 validation_1-mae:6396.23877 [200] validation_0-mae:5960.52295 validation_1-mae:6395.37305 [201] validation_0-mae:5956.37158 validation_1-mae:6394.38867 [202] validation_0-mae:5954.24268 validation_1-mae:6393.01172 [203] validation_0-mae:5951.87500 validation_1-mae:6391.79004 [204] validation_0-mae:5947.59522 validation_1-mae:6389.98779 [205] validation_0-mae:5943.78125 validation_1-mae:6388.33350 [206] validation_0-mae:5939.28809 validation_1-mae:6387.15527 [207] validation_0-mae:5937.73730 validation_1-mae:6386.85449 [208] validation_0-mae:5933.85889 validation_1-mae:6384.58545 [209] validation_0-mae:5932.81689 validation_1-mae:6384.79980 [210] validation_0-mae:5927.56494 validation_1-mae:6382.41260 [211] validation_0-mae:5923.22656 validation_1-mae:6381.18652 [212] validation_0-mae:5920.55322 validation_1-mae:6379.99072 [213] validation_0-mae:5916.71484 validation_1-mae:6379.61328 [214] validation_0-mae:5911.85742 validation_1-mae:6376.42969 [215] validation_0-mae:5908.77539 validation_1-mae:6375.29150 [216] validation_0-mae:5906.39697 validation_1-mae:6373.87647 [217] validation_0-mae:5901.16455 validation_1-mae:6372.90576 [218] validation_0-mae:5898.54932 validation_1-mae:6371.89014 [219] validation_0-mae:5896.71143 validation_1-mae:6371.04004 [220] validation_0-mae:5892.88281 validation_1-mae:6369.69824 [221] validation_0-mae:5889.65088 validation_1-mae:6368.31592 [222] validation_0-mae:5888.25537 validation_1-mae:6367.57764 [223] validation_0-mae:5886.73438 validation_1-mae:6366.70215 [224] validation_0-mae:5884.06201 validation_1-mae:6366.25732 [225] validation_0-mae:5881.89062 validation_1-mae:6366.57617 [226] validation_0-mae:5880.42188 validation_1-mae:6366.21191 [227] validation_0-mae:5876.44238 validation_1-mae:6363.53125 [228] validation_0-mae:5873.16211 validation_1-mae:6361.68457 [229] validation_0-mae:5867.67773 validation_1-mae:6361.11426 [230] validation_0-mae:5862.87891 validation_1-mae:6360.08252 [231] validation_0-mae:5860.14160 validation_1-mae:6358.86182 [232] validation_0-mae:5851.95898 validation_1-mae:6352.61621 [233] validation_0-mae:5848.76611 validation_1-mae:6351.85889 [234] validation_0-mae:5844.56689 validation_1-mae:6348.06397 [235] validation_0-mae:5842.91602 validation_1-mae:6347.78955 [236] validation_0-mae:5839.91992 validation_1-mae:6346.74268 [237] validation_0-mae:5835.08447 validation_1-mae:6344.45752 [238] validation_0-mae:5831.16357 validation_1-mae:6343.08398 [239] validation_0-mae:5826.38477 validation_1-mae:6340.16895 [240] validation_0-mae:5823.56982 validation_1-mae:6338.92041 [241] validation_0-mae:5821.23535 validation_1-mae:6338.13379 [242] validation_0-mae:5818.64160 validation_1-mae:6336.74219 [243] validation_0-mae:5816.47900 validation_1-mae:6335.38330 [244] validation_0-mae:5815.36768 validation_1-mae:6335.76123 [245] validation_0-mae:5808.35889 validation_1-mae:6329.92822 [246] validation_0-mae:5804.72998 validation_1-mae:6327.86719 [247] validation_0-mae:5801.64551 validation_1-mae:6325.92969 [248] validation_0-mae:5797.23096 validation_1-mae:6323.60547 [249] validation_0-mae:5795.42188 validation_1-mae:6322.95459 [250] validation_0-mae:5792.36279 validation_1-mae:6321.09082 [251] validation_0-mae:5790.05420 validation_1-mae:6320.04443 [252] validation_0-mae:5789.32520 validation_1-mae:6319.60889 [253] validation_0-mae:5787.20654 validation_1-mae:6319.47852 [254] validation_0-mae:5784.60303 validation_1-mae:6318.26123 [255] validation_0-mae:5782.04834 validation_1-mae:6317.42969 [256] validation_0-mae:5781.12793 validation_1-mae:6317.33643 [257] validation_0-mae:5778.33691 validation_1-mae:6316.46338 [258] validation_0-mae:5776.23242 validation_1-mae:6315.71289 [259] validation_0-mae:5773.52637 validation_1-mae:6314.97998 [260] validation_0-mae:5771.07959 validation_1-mae:6316.02002 [261] validation_0-mae:5769.02978 validation_1-mae:6315.44043 [262] validation_0-mae:5768.37012 validation_1-mae:6315.35156 [263] validation_0-mae:5764.32227 validation_1-mae:6313.96094 [264] validation_0-mae:5760.11084 validation_1-mae:6311.50537 [265] validation_0-mae:5754.77100 validation_1-mae:6309.12549 [266] validation_0-mae:5752.87012 validation_1-mae:6308.08545 [267] validation_0-mae:5750.94434 validation_1-mae:6309.08252 [268] validation_0-mae:5747.03272 validation_1-mae:6307.02783 [269] validation_0-mae:5744.73877 validation_1-mae:6305.50293 [270] validation_0-mae:5741.10986 validation_1-mae:6303.35840 [271] validation_0-mae:5736.17871 validation_1-mae:6300.71289 [272] validation_0-mae:5735.06397 validation_1-mae:6300.21924 [273] validation_0-mae:5732.68848 validation_1-mae:6299.47119 [274] validation_0-mae:5729.68213 validation_1-mae:6298.18164 [275] validation_0-mae:5728.12891 validation_1-mae:6298.00195 [276] validation_0-mae:5725.68555 validation_1-mae:6297.00928 [277] validation_0-mae:5723.85156 validation_1-mae:6296.68897 [278] validation_0-mae:5721.68652 validation_1-mae:6295.78711 [279] validation_0-mae:5721.09180 validation_1-mae:6295.38037 [280] validation_0-mae:5718.90820 validation_1-mae:6294.63379 [281] validation_0-mae:5712.42188 validation_1-mae:6289.37939 [282] validation_0-mae:5710.82324 validation_1-mae:6288.73389 [283] validation_0-mae:5709.69482 validation_1-mae:6288.25977 [284] validation_0-mae:5707.55371 validation_1-mae:6287.80420 [285] validation_0-mae:5704.69385 validation_1-mae:6288.15625 [286] validation_0-mae:5700.49268 validation_1-mae:6286.09814 [287] validation_0-mae:5698.08789 validation_1-mae:6285.88477 [288] validation_0-mae:5696.40820 validation_1-mae:6284.94434 [289] validation_0-mae:5693.44482 validation_1-mae:6282.62207 [290] validation_0-mae:5689.60596 validation_1-mae:6280.45459 [291] validation_0-mae:5686.66504 validation_1-mae:6278.78564 [292] validation_0-mae:5682.74072 validation_1-mae:6274.85059 [293] validation_0-mae:5678.62939 validation_1-mae:6272.02002 [294] validation_0-mae:5676.63770 validation_1-mae:6271.42529 [295] validation_0-mae:5674.06494 validation_1-mae:6270.10010 [296] validation_0-mae:5669.39453 validation_1-mae:6268.72168 [297] validation_0-mae:5667.36377 validation_1-mae:6268.06787 [298] validation_0-mae:5664.77686 validation_1-mae:6267.61084 [299] validation_0-mae:5664.58496 validation_1-mae:6267.84473 [300] validation_0-mae:5660.33447 validation_1-mae:6265.40820 [301] validation_0-mae:5658.02441 validation_1-mae:6265.41602 [302] validation_0-mae:5656.06543 validation_1-mae:6265.05225 [303] validation_0-mae:5654.04883 validation_1-mae:6265.36865 [304] validation_0-mae:5649.90869 validation_1-mae:6262.68945 [305] validation_0-mae:5648.02637 validation_1-mae:6262.20557 [306] validation_0-mae:5644.88770 validation_1-mae:6259.38379 [307] validation_0-mae:5643.07764 validation_1-mae:6259.04248 [308] validation_0-mae:5640.44238 validation_1-mae:6258.60254 [309] validation_0-mae:5638.85547 validation_1-mae:6257.90723 [310] validation_0-mae:5635.87647 validation_1-mae:6256.14111 [311] validation_0-mae:5632.48682 validation_1-mae:6254.15381 [312] validation_0-mae:5629.04102 validation_1-mae:6252.92627 [313] validation_0-mae:5625.11279 validation_1-mae:6251.92822 [314] validation_0-mae:5622.16992 validation_1-mae:6251.58789 [315] validation_0-mae:5619.19141 validation_1-mae:6250.77246 [316] validation_0-mae:5618.24316 validation_1-mae:6250.40820 [317] validation_0-mae:5612.46924 validation_1-mae:6247.01123 [318] validation_0-mae:5609.77930 validation_1-mae:6246.01807 [319] validation_0-mae:5606.07422 validation_1-mae:6244.44434 [320] validation_0-mae:5604.80811 validation_1-mae:6244.19434 [321] validation_0-mae:5603.83105 validation_1-mae:6243.92236 [322] validation_0-mae:5603.22022 validation_1-mae:6244.03418 [323] validation_0-mae:5600.54102 validation_1-mae:6241.98584 [324] validation_0-mae:5598.67090 validation_1-mae:6241.24658 [325] validation_0-mae:5596.42725 validation_1-mae:6241.41162 [326] validation_0-mae:5592.92627 validation_1-mae:6239.23486 [327] validation_0-mae:5590.85449 validation_1-mae:6237.61084 [328] validation_0-mae:5589.17139 validation_1-mae:6237.81934 [329] validation_0-mae:5584.99268 validation_1-mae:6235.30762 [330] validation_0-mae:5582.39795 validation_1-mae:6234.91797 [331] validation_0-mae:5580.78857 validation_1-mae:6234.84033 [332] validation_0-mae:5577.67139 validation_1-mae:6234.74853 [333] validation_0-mae:5574.19092 validation_1-mae:6234.12549 [334] validation_0-mae:5571.80859 validation_1-mae:6233.44873 [335] validation_0-mae:5570.11719 validation_1-mae:6232.84082 [336] validation_0-mae:5568.54150 validation_1-mae:6232.62451 [337] validation_0-mae:5566.49414 validation_1-mae:6231.98193 [338] validation_0-mae:5565.86865 validation_1-mae:6231.29248 [339] validation_0-mae:5563.81787 validation_1-mae:6230.33105 [340] validation_0-mae:5561.66602 validation_1-mae:6230.49951 [341] validation_0-mae:5560.19824 validation_1-mae:6230.03906 [342] validation_0-mae:5558.73877 validation_1-mae:6230.12158 [343] validation_0-mae:5557.63965 validation_1-mae:6229.58643 [344] validation_0-mae:5555.85205 validation_1-mae:6229.37842 [345] validation_0-mae:5553.62353 validation_1-mae:6229.09570 [346] validation_0-mae:5550.77539 validation_1-mae:6228.22607 [347] validation_0-mae:5548.82275 validation_1-mae:6227.61621 [348] validation_0-mae:5546.21924 validation_1-mae:6224.76123 [349] validation_0-mae:5541.09082 validation_1-mae:6221.16699 [350] validation_0-mae:5538.45605 validation_1-mae:6219.68555 [351] validation_0-mae:5536.49707 validation_1-mae:6219.78125 [352] validation_0-mae:5533.92725 validation_1-mae:6219.24951 [353] validation_0-mae:5533.57373 validation_1-mae:6219.14355 [354] validation_0-mae:5531.44629 validation_1-mae:6219.18018 [355] validation_0-mae:5529.00586 validation_1-mae:6218.31348 [356] validation_0-mae:5526.92578 validation_1-mae:6217.09228 [357] validation_0-mae:5525.11670 validation_1-mae:6217.50147 [358] validation_0-mae:5524.37500 validation_1-mae:6216.86230 [359] validation_0-mae:5523.20898 validation_1-mae:6216.71680 [360] validation_0-mae:5521.31689 validation_1-mae:6216.94971 [361] validation_0-mae:5518.73535 validation_1-mae:6216.64160 [362] validation_0-mae:5517.37012 validation_1-mae:6216.28955 [363] validation_0-mae:5515.11963 validation_1-mae:6215.51221 [364] validation_0-mae:5514.68848 validation_1-mae:6215.37988 [365] validation_0-mae:5511.91064 validation_1-mae:6214.18897 [366] validation_0-mae:5509.10547 validation_1-mae:6212.99805 [367] validation_0-mae:5506.83398 validation_1-mae:6212.34863 [368] validation_0-mae:5504.66113 validation_1-mae:6211.40137 [369] validation_0-mae:5502.63916 validation_1-mae:6211.23584 [370] validation_0-mae:5500.31885 validation_1-mae:6210.84961 [371] validation_0-mae:5497.73828 validation_1-mae:6210.34131 [372] validation_0-mae:5495.29492 validation_1-mae:6209.50391 [373] validation_0-mae:5492.29102 validation_1-mae:6209.87207 [374] validation_0-mae:5491.87744 validation_1-mae:6209.71240 [375] validation_0-mae:5491.09277 validation_1-mae:6210.19922 [376] validation_0-mae:5489.80518 validation_1-mae:6209.88770 [377] validation_0-mae:5488.10498 validation_1-mae:6209.07715 [378] validation_0-mae:5484.10059 validation_1-mae:6207.02539 [379] validation_0-mae:5481.98291 validation_1-mae:6206.62305 [380] validation_0-mae:5480.17871 validation_1-mae:6205.81397 [381] validation_0-mae:5478.99707 validation_1-mae:6205.89307 [382] validation_0-mae:5477.09668 validation_1-mae:6205.42627 [383] validation_0-mae:5474.65674 validation_1-mae:6204.15137 [384] validation_0-mae:5473.21973 validation_1-mae:6204.01709 [385] validation_0-mae:5470.28857 validation_1-mae:6202.24658 [386] validation_0-mae:5468.52832 validation_1-mae:6202.15381 [387] validation_0-mae:5466.01807 validation_1-mae:6200.99316 [388] validation_0-mae:5461.99951 validation_1-mae:6199.18897 [389] validation_0-mae:5461.53076 validation_1-mae:6198.92627 [390] validation_0-mae:5459.66357 validation_1-mae:6198.80762 [391] validation_0-mae:5457.88672 validation_1-mae:6198.17432 [392] validation_0-mae:5456.30957 validation_1-mae:6198.37549 [393] validation_0-mae:5455.17725 validation_1-mae:6198.86182 [394] validation_0-mae:5450.84033 validation_1-mae:6198.17773 [395] validation_0-mae:5449.42041 validation_1-mae:6197.40527 [396] validation_0-mae:5448.89404 validation_1-mae:6196.64990 [397] validation_0-mae:5446.92432 validation_1-mae:6196.37256 [398] validation_0-mae:5445.32080 validation_1-mae:6195.38818 [399] validation_0-mae:5444.45898 validation_1-mae:6195.89844 [400] validation_0-mae:5442.95703 validation_1-mae:6195.23193 [401] validation_0-mae:5441.47314 validation_1-mae:6194.37842 [402] validation_0-mae:5439.83789 validation_1-mae:6194.44336 [403] validation_0-mae:5435.76953 validation_1-mae:6192.43897 [404] validation_0-mae:5434.61670 validation_1-mae:6191.99512 [405] validation_0-mae:5432.92871 validation_1-mae:6190.50293 [406] validation_0-mae:5430.40820 validation_1-mae:6189.67871 [407] validation_0-mae:5428.28467 validation_1-mae:6188.62451 [408] validation_0-mae:5427.35156 validation_1-mae:6188.18701 [409] validation_0-mae:5425.70459 validation_1-mae:6187.81641 [410] validation_0-mae:5423.56982 validation_1-mae:6187.85449 [411] validation_0-mae:5420.94043 validation_1-mae:6187.05811 [412] validation_0-mae:5420.22217 validation_1-mae:6187.03369 [413] validation_0-mae:5419.26465 validation_1-mae:6187.18359 [414] validation_0-mae:5416.66992 validation_1-mae:6186.54395 [415] validation_0-mae:5414.03320 validation_1-mae:6185.33350 [416] validation_0-mae:5412.76074 validation_1-mae:6185.08301 [417] validation_0-mae:5412.07812 validation_1-mae:6185.78027 [418] validation_0-mae:5410.04053 validation_1-mae:6184.08984 [419] validation_0-mae:5408.58545 validation_1-mae:6183.77100 [420] validation_0-mae:5403.38428 validation_1-mae:6183.47022 [421] validation_0-mae:5401.76221 validation_1-mae:6183.33008 [422] validation_0-mae:5397.51221 validation_1-mae:6180.32422 [423] validation_0-mae:5395.83594 validation_1-mae:6179.57910 [424] validation_0-mae:5394.57422 validation_1-mae:6179.07568 [425] validation_0-mae:5392.80908 validation_1-mae:6178.23145 [426] validation_0-mae:5392.42139 validation_1-mae:6178.16797 [427] validation_0-mae:5391.19580 validation_1-mae:6178.19531 [428] validation_0-mae:5388.42285 validation_1-mae:6176.45312 [429] validation_0-mae:5386.46338 validation_1-mae:6175.27197 [430] validation_0-mae:5383.42188 validation_1-mae:6173.89404 [431] validation_0-mae:5381.82666 validation_1-mae:6173.19043 [432] validation_0-mae:5378.26953 validation_1-mae:6172.20898 [433] validation_0-mae:5375.67676 validation_1-mae:6171.07520 [434] validation_0-mae:5373.72119 validation_1-mae:6170.50635 [435] validation_0-mae:5371.86621 validation_1-mae:6169.74853 [436] validation_0-mae:5371.32080 validation_1-mae:6169.35449 [437] validation_0-mae:5369.91406 validation_1-mae:6168.50293 [438] validation_0-mae:5368.48584 validation_1-mae:6168.05029 [439] validation_0-mae:5367.54980 validation_1-mae:6167.74023 [440] validation_0-mae:5364.93652 validation_1-mae:6167.52637 [441] validation_0-mae:5363.59375 validation_1-mae:6167.60889 [442] validation_0-mae:5361.98877 validation_1-mae:6168.35645 [443] validation_0-mae:5359.89941 validation_1-mae:6168.68506 [444] validation_0-mae:5359.38330 validation_1-mae:6168.39453 [445] validation_0-mae:5357.72119 validation_1-mae:6168.68457 [446] validation_0-mae:5354.58105 validation_1-mae:6166.91699 [447] validation_0-mae:5352.37207 validation_1-mae:6167.51514 [448] validation_0-mae:5349.47998 validation_1-mae:6166.72900 [449] validation_0-mae:5346.41846 validation_1-mae:6165.05127 [450] validation_0-mae:5346.11279 validation_1-mae:6165.13232 [451] validation_0-mae:5344.04248 validation_1-mae:6165.66016 [452] validation_0-mae:5342.69092 validation_1-mae:6165.17383 [453] validation_0-mae:5338.45020 validation_1-mae:6163.01074 [454] validation_0-mae:5336.64600 validation_1-mae:6162.96875 [455] validation_0-mae:5335.95752 validation_1-mae:6162.85498 [456] validation_0-mae:5335.11084 validation_1-mae:6162.38037 [457] validation_0-mae:5333.29150 validation_1-mae:6161.56348 [458] validation_0-mae:5332.04980 validation_1-mae:6161.42773 [459] validation_0-mae:5331.04248 validation_1-mae:6161.36133 [460] validation_0-mae:5329.55176 validation_1-mae:6160.58398 [461] validation_0-mae:5327.67139 validation_1-mae:6159.78418 [462] validation_0-mae:5325.77588 validation_1-mae:6159.74463 [463] validation_0-mae:5322.10645 validation_1-mae:6158.89258 [464] validation_0-mae:5320.53711 validation_1-mae:6158.71728 [465] validation_0-mae:5317.58203 validation_1-mae:6157.95410 [466] validation_0-mae:5315.61865 validation_1-mae:6156.87451 [467] validation_0-mae:5314.34326 validation_1-mae:6157.14648 [468] validation_0-mae:5312.45020 validation_1-mae:6157.15869 [469] validation_0-mae:5310.43994 validation_1-mae:6156.12256 [470] validation_0-mae:5308.94727 validation_1-mae:6156.07764 [471] validation_0-mae:5306.33594 validation_1-mae:6155.25879 [472] validation_0-mae:5304.38477 validation_1-mae:6153.98877 [473] validation_0-mae:5303.10059 validation_1-mae:6154.03467 [474] validation_0-mae:5302.29053 validation_1-mae:6153.85254 [475] validation_0-mae:5299.96387 validation_1-mae:6151.53272 [476] validation_0-mae:5299.47656 validation_1-mae:6151.70850 [477] validation_0-mae:5298.39746 validation_1-mae:6151.38184 [478] validation_0-mae:5296.93311 validation_1-mae:6150.59961 [479] validation_0-mae:5294.42578 validation_1-mae:6150.11621 [480] validation_0-mae:5292.17725 validation_1-mae:6148.96191 [481] validation_0-mae:5289.66064 validation_1-mae:6148.08398 [482] validation_0-mae:5288.39453 validation_1-mae:6147.50781 [483] validation_0-mae:5286.59277 validation_1-mae:6148.10840 [484] validation_0-mae:5285.26611 validation_1-mae:6147.03857 [485] validation_0-mae:5281.91162 validation_1-mae:6146.50391 [486] validation_0-mae:5278.59522 validation_1-mae:6144.86084 [487] validation_0-mae:5277.73145 validation_1-mae:6144.67920 [488] validation_0-mae:5275.31689 validation_1-mae:6143.88477 [489] validation_0-mae:5273.84961 validation_1-mae:6143.92822 [490] validation_0-mae:5271.58643 validation_1-mae:6143.13721 [491] validation_0-mae:5270.20996 validation_1-mae:6143.02197 [492] validation_0-mae:5268.91943 validation_1-mae:6142.44482 [493] validation_0-mae:5268.19482 validation_1-mae:6142.37109 [494] validation_0-mae:5266.38330 validation_1-mae:6141.61865 [495] validation_0-mae:5264.59522 validation_1-mae:6141.58887 [496] validation_0-mae:5263.36084 validation_1-mae:6141.15820 [497] validation_0-mae:5261.43213 validation_1-mae:6140.72852 [498] validation_0-mae:5258.42236 validation_1-mae:6138.86279 [499] validation_0-mae:5257.23486 validation_1-mae:6138.58984 [500] validation_0-mae:5254.97070 validation_1-mae:6138.26465 [501] validation_0-mae:5252.00293 validation_1-mae:6137.83984 [502] validation_0-mae:5249.67188 validation_1-mae:6136.65283 [503] validation_0-mae:5247.57812 validation_1-mae:6136.55518 [504] validation_0-mae:5245.14941 validation_1-mae:6134.95703 [505] validation_0-mae:5242.81494 validation_1-mae:6134.09131 [506] validation_0-mae:5241.98877 validation_1-mae:6133.64014 [507] validation_0-mae:5240.41797 validation_1-mae:6134.99219 [508] validation_0-mae:5239.12109 validation_1-mae:6135.41846 [509] validation_0-mae:5237.19189 validation_1-mae:6134.71094 [510] validation_0-mae:5235.76660 validation_1-mae:6134.43066 [511] validation_0-mae:5234.96728 validation_1-mae:6133.76318 [512] validation_0-mae:5232.42139 validation_1-mae:6132.14941 [513] validation_0-mae:5230.66260 validation_1-mae:6131.07910 [514] validation_0-mae:5228.51172 validation_1-mae:6129.81738 [515] validation_0-mae:5227.82080 validation_1-mae:6129.54443 [516] validation_0-mae:5227.07812 validation_1-mae:6129.17090 [517] validation_0-mae:5225.80615 validation_1-mae:6128.80322 [518] validation_0-mae:5225.08789 validation_1-mae:6128.76807 [519] validation_0-mae:5223.51318 validation_1-mae:6128.09277 [520] validation_0-mae:5221.12500 validation_1-mae:6127.81885 [521] validation_0-mae:5218.26416 validation_1-mae:6127.06299 [522] validation_0-mae:5217.09717 validation_1-mae:6126.64893 [523] validation_0-mae:5215.25439 validation_1-mae:6126.26807 [524] validation_0-mae:5212.51660 validation_1-mae:6124.35498 [525] validation_0-mae:5209.79639 validation_1-mae:6123.30127 [526] validation_0-mae:5206.24316 validation_1-mae:6121.98730 [527] validation_0-mae:5205.00537 validation_1-mae:6122.17236 [528] validation_0-mae:5201.55664 validation_1-mae:6119.67578 [529] validation_0-mae:5198.54932 validation_1-mae:6117.25293 [530] validation_0-mae:5195.08203 validation_1-mae:6116.10498 [531] validation_0-mae:5193.69824 validation_1-mae:6115.62647 [532] validation_0-mae:5192.46777 validation_1-mae:6115.77100 [533] validation_0-mae:5192.13135 validation_1-mae:6115.40088 [534] validation_0-mae:5190.13965 validation_1-mae:6114.97803 [535] validation_0-mae:5188.78613 validation_1-mae:6115.61963 [536] validation_0-mae:5187.38965 validation_1-mae:6115.89990 [537] validation_0-mae:5186.58496 validation_1-mae:6115.98193 [538] validation_0-mae:5183.93457 validation_1-mae:6115.26025 [539] validation_0-mae:5182.35889 validation_1-mae:6114.36523 [540] validation_0-mae:5180.61670 validation_1-mae:6114.18848 [541] validation_0-mae:5179.86719 validation_1-mae:6114.06641 [542] validation_0-mae:5179.48535 validation_1-mae:6113.85498 [543] validation_0-mae:5178.53662 validation_1-mae:6113.68262 [544] validation_0-mae:5176.07471 validation_1-mae:6113.02002 [545] validation_0-mae:5173.30469 validation_1-mae:6111.87402 [546] validation_0-mae:5171.06103 validation_1-mae:6111.22217 [547] validation_0-mae:5168.80225 validation_1-mae:6111.04785 [548] validation_0-mae:5167.06445 validation_1-mae:6110.66943 [549] validation_0-mae:5165.47754 validation_1-mae:6110.36182 [550] validation_0-mae:5164.00439 validation_1-mae:6110.31201 [551] validation_0-mae:5162.38916 validation_1-mae:6111.05371 [552] validation_0-mae:5160.61133 validation_1-mae:6110.05957 [553] validation_0-mae:5158.63818 validation_1-mae:6109.62647 [554] validation_0-mae:5158.41260 validation_1-mae:6109.55029 [555] validation_0-mae:5157.67871 validation_1-mae:6109.85791 [556] validation_0-mae:5155.38379 validation_1-mae:6108.78418 [557] validation_0-mae:5153.82080 validation_1-mae:6108.66602 [558] validation_0-mae:5153.04297 validation_1-mae:6108.30566 [559] validation_0-mae:5151.57178 validation_1-mae:6108.41162 [560] validation_0-mae:5149.88232 validation_1-mae:6107.63184 [561] validation_0-mae:5149.07617 validation_1-mae:6107.39648 [562] validation_0-mae:5148.22363 validation_1-mae:6107.88037 [563] validation_0-mae:5146.82227 validation_1-mae:6107.32520 [564] validation_0-mae:5145.02197 validation_1-mae:6106.36133 [565] validation_0-mae:5142.07910 validation_1-mae:6107.68408 [566] validation_0-mae:5141.64453 validation_1-mae:6107.49072 [567] validation_0-mae:5137.57715 validation_1-mae:6106.16016 [568] validation_0-mae:5135.11230 validation_1-mae:6104.86182 [569] validation_0-mae:5132.86523 validation_1-mae:6103.83008 [570] validation_0-mae:5131.29688 validation_1-mae:6103.87012 [571] validation_0-mae:5129.47510 validation_1-mae:6103.53564 [572] validation_0-mae:5128.33008 validation_1-mae:6103.15234 [573] validation_0-mae:5127.62256 validation_1-mae:6102.68701 [574] validation_0-mae:5125.37109 validation_1-mae:6102.38379 [575] validation_0-mae:5123.35938 validation_1-mae:6101.76416 [576] validation_0-mae:5121.39551 validation_1-mae:6101.89697 [577] validation_0-mae:5120.56787 validation_1-mae:6101.97022 [578] validation_0-mae:5119.51709 validation_1-mae:6101.61865 [579] validation_0-mae:5118.35596 validation_1-mae:6100.76123 [580] validation_0-mae:5115.20801 validation_1-mae:6098.28516 [581] validation_0-mae:5113.88965 validation_1-mae:6097.78320 [582] validation_0-mae:5112.98877 validation_1-mae:6098.18018 [583] validation_0-mae:5110.93994 validation_1-mae:6097.96728 [584] validation_0-mae:5110.27686 validation_1-mae:6097.89502 [585] validation_0-mae:5109.42285 validation_1-mae:6097.62256 [586] validation_0-mae:5108.27393 validation_1-mae:6098.43555 [587] validation_0-mae:5105.98096 validation_1-mae:6098.37012 [588] validation_0-mae:5104.02051 validation_1-mae:6099.19092 [589] validation_0-mae:5102.85010 validation_1-mae:6099.02588 [590] validation_0-mae:5102.33008 validation_1-mae:6098.83789 [591] validation_0-mae:5100.72754 validation_1-mae:6099.08350 [592] validation_0-mae:5097.94678 validation_1-mae:6098.76074 [593] validation_0-mae:5096.03027 validation_1-mae:6098.27930 [594] validation_0-mae:5094.87061 validation_1-mae:6097.69434 [595] validation_0-mae:5094.32422 validation_1-mae:6097.65039 [596] validation_0-mae:5093.15088 validation_1-mae:6098.14600 [597] validation_0-mae:5092.88623 validation_1-mae:6098.14551 [598] validation_0-mae:5091.92139 validation_1-mae:6097.55811 [599] validation_0-mae:5089.10645 validation_1-mae:6097.85547 [600] validation_0-mae:5086.94678 validation_1-mae:6096.41406 [601] validation_0-mae:5085.55713 validation_1-mae:6096.05127 [602] validation_0-mae:5084.73193 validation_1-mae:6096.02393 [603] validation_0-mae:5083.78223 validation_1-mae:6095.76807 [604] validation_0-mae:5082.82520 validation_1-mae:6095.45752 [605] validation_0-mae:5081.64258 validation_1-mae:6094.78174 [606] validation_0-mae:5079.66211 validation_1-mae:6094.51709 [607] validation_0-mae:5078.83301 validation_1-mae:6095.08984 [608] validation_0-mae:5076.60449 validation_1-mae:6093.86816 [609] validation_0-mae:5075.71387 validation_1-mae:6093.60693 [610] validation_0-mae:5073.63525 validation_1-mae:6095.01270 [611] validation_0-mae:5073.27295 validation_1-mae:6094.62598 [612] validation_0-mae:5073.15088 validation_1-mae:6094.59570 [613] validation_0-mae:5070.86865 validation_1-mae:6094.47461 [614] validation_0-mae:5068.37305 validation_1-mae:6093.23291 [615] validation_0-mae:5064.15772 validation_1-mae:6091.31689 [616] validation_0-mae:5062.63916 validation_1-mae:6091.07080 [617] validation_0-mae:5060.82422 validation_1-mae:6090.55762 [618] validation_0-mae:5059.38672 validation_1-mae:6090.09570 [619] validation_0-mae:5057.95459 validation_1-mae:6089.67871 [620] validation_0-mae:5055.91846 validation_1-mae:6088.99853 [621] validation_0-mae:5054.24561 validation_1-mae:6088.27686 [622] validation_0-mae:5053.42529 validation_1-mae:6088.16211 [623] validation_0-mae:5052.11572 validation_1-mae:6087.85938 [624] validation_0-mae:5049.81103 validation_1-mae:6087.16016 [625] validation_0-mae:5048.15625 validation_1-mae:6085.72217 [626] validation_0-mae:5047.00635 validation_1-mae:6085.87647 [627] validation_0-mae:5046.46533 validation_1-mae:6085.42822 [628] validation_0-mae:5044.48975 validation_1-mae:6084.80225 [629] validation_0-mae:5041.81445 validation_1-mae:6084.45410 [630] validation_0-mae:5039.81103 validation_1-mae:6083.63330 [631] validation_0-mae:5038.21191 validation_1-mae:6083.58887 [632] validation_0-mae:5036.86963 validation_1-mae:6084.67285 [633] validation_0-mae:5036.26514 validation_1-mae:6084.32275 [634] validation_0-mae:5035.81787 validation_1-mae:6084.76123 [635] validation_0-mae:5034.87353 validation_1-mae:6084.54443 [636] validation_0-mae:5034.15576 validation_1-mae:6084.48291 [637] validation_0-mae:5033.47852 validation_1-mae:6084.06055 [638] validation_0-mae:5032.35254 validation_1-mae:6084.28613 [639] validation_0-mae:5030.31982 validation_1-mae:6083.73193 [640] validation_0-mae:5027.95117 validation_1-mae:6083.54395 [641] validation_0-mae:5026.47168 validation_1-mae:6083.12891 [642] validation_0-mae:5025.70508 validation_1-mae:6082.62256 [643] validation_0-mae:5024.41553 validation_1-mae:6082.48438 [644] validation_0-mae:5022.67188 validation_1-mae:6081.94189 [645] validation_0-mae:5021.06836 validation_1-mae:6081.32910 [646] validation_0-mae:5020.19629 validation_1-mae:6081.36572 [647] validation_0-mae:5018.71582 validation_1-mae:6081.66553 [648] validation_0-mae:5016.64160 validation_1-mae:6081.13184 [649] validation_0-mae:5014.89453 validation_1-mae:6080.21143 [650] validation_0-mae:5013.37939 validation_1-mae:6079.28564 [651] validation_0-mae:5011.67188 validation_1-mae:6078.86328 [652] validation_0-mae:5010.68213 validation_1-mae:6079.10938 [653] validation_0-mae:5009.41064 validation_1-mae:6078.30469 [654] validation_0-mae:5008.31641 validation_1-mae:6078.81348 [655] validation_0-mae:5007.30127 validation_1-mae:6078.68994 [656] validation_0-mae:5005.60156 validation_1-mae:6078.20215 [657] validation_0-mae:5004.55566 validation_1-mae:6078.41699 [658] validation_0-mae:5003.73535 validation_1-mae:6078.47607 [659] validation_0-mae:5003.17139 validation_1-mae:6078.61768 [660] validation_0-mae:5002.10938 validation_1-mae:6078.71387 [661] validation_0-mae:4998.66113 validation_1-mae:6078.09766 [662] validation_0-mae:4997.97510 validation_1-mae:6078.14160 [663] validation_0-mae:4996.26465 validation_1-mae:6078.93945 [664] validation_0-mae:4996.05518 validation_1-mae:6079.03760 [665] validation_0-mae:4995.31836 validation_1-mae:6079.49316 [666] validation_0-mae:4994.23730 validation_1-mae:6079.65381 [667] validation_0-mae:4991.85840 validation_1-mae:6078.88525 [668] validation_0-mae:4989.54541 validation_1-mae:6078.61768 [669] validation_0-mae:4988.48486 validation_1-mae:6077.93408 [670] validation_0-mae:4987.22022 validation_1-mae:6077.73047 [671] validation_0-mae:4985.88477 validation_1-mae:6077.49805 [672] validation_0-mae:4983.59131 validation_1-mae:6076.86475 [673] validation_0-mae:4982.69434 validation_1-mae:6076.56006 [674] validation_0-mae:4982.14160 validation_1-mae:6076.76123 [675] validation_0-mae:4980.56787 validation_1-mae:6076.48633 [676] validation_0-mae:4977.36133 validation_1-mae:6074.24219 [677] validation_0-mae:4974.43408 validation_1-mae:6073.76562 [678] validation_0-mae:4972.73438 validation_1-mae:6073.75293 [679] validation_0-mae:4971.56250 validation_1-mae:6073.41650 [680] validation_0-mae:4967.97607 validation_1-mae:6073.24365 [681] validation_0-mae:4966.36523 validation_1-mae:6073.20850 [682] validation_0-mae:4964.77734 validation_1-mae:6073.63721 [683] validation_0-mae:4963.39258 validation_1-mae:6073.44531 [684] validation_0-mae:4963.10498 validation_1-mae:6073.42285 [685] validation_0-mae:4962.21777 validation_1-mae:6073.69678 [686] validation_0-mae:4960.44580 validation_1-mae:6073.91162 [687] validation_0-mae:4959.35400 validation_1-mae:6073.88379 [688] validation_0-mae:4957.11377 validation_1-mae:6073.54639 [689] validation_0-mae:4956.15186 validation_1-mae:6073.22705 [690] validation_0-mae:4955.59473 validation_1-mae:6073.44482 [691] validation_0-mae:4955.03809 validation_1-mae:6073.56738 [692] validation_0-mae:4954.08789 validation_1-mae:6072.85449 [693] validation_0-mae:4952.69043 validation_1-mae:6073.13135 [694] validation_0-mae:4949.99707 validation_1-mae:6073.45361 [695] validation_0-mae:4949.22461 validation_1-mae:6073.86963 [696] validation_0-mae:4948.10254 validation_1-mae:6073.75488 [697] validation_0-mae:4945.61475 validation_1-mae:6073.45410 [698] validation_0-mae:4944.06738 validation_1-mae:6073.47900 [699] validation_0-mae:4943.27295 validation_1-mae:6073.26514 [700] validation_0-mae:4942.52832 validation_1-mae:6072.96289 [701] validation_0-mae:4939.14355 validation_1-mae:6072.20166 [702] validation_0-mae:4936.64600 validation_1-mae:6071.12207 [703] validation_0-mae:4935.69922 validation_1-mae:6070.28906 [704] validation_0-mae:4934.38818 validation_1-mae:6070.51660 [705] validation_0-mae:4933.37744 validation_1-mae:6070.25879 [706] validation_0-mae:4932.28467 validation_1-mae:6070.81103 [707] validation_0-mae:4929.68897 validation_1-mae:6070.66016 [708] validation_0-mae:4928.20312 validation_1-mae:6070.44092 [709] validation_0-mae:4924.99072 validation_1-mae:6068.12647 [710] validation_0-mae:4923.75049 validation_1-mae:6067.48438 [711] validation_0-mae:4921.48291 validation_1-mae:6066.32520 [712] validation_0-mae:4920.70947 validation_1-mae:6066.24805 [713] validation_0-mae:4919.30518 validation_1-mae:6066.25635 [714] validation_0-mae:4917.82861 validation_1-mae:6065.82227 [715] validation_0-mae:4916.70215 validation_1-mae:6065.78564 [716] validation_0-mae:4913.52539 validation_1-mae:6065.02051 [717] validation_0-mae:4911.63623 validation_1-mae:6064.14600 [718] validation_0-mae:4910.33496 validation_1-mae:6063.45752 [719] validation_0-mae:4908.99902 validation_1-mae:6062.87012 [720] validation_0-mae:4907.31299 validation_1-mae:6061.80957 [721] validation_0-mae:4905.74658 validation_1-mae:6062.02393 [722] validation_0-mae:4905.13281 validation_1-mae:6061.89893 [723] validation_0-mae:4902.54492 validation_1-mae:6061.45068 [724] validation_0-mae:4901.29980 validation_1-mae:6061.10840 [725] validation_0-mae:4899.54736 validation_1-mae:6060.19971 [726] validation_0-mae:4899.41504 validation_1-mae:6060.14355 [727] validation_0-mae:4898.05371 validation_1-mae:6060.77734 [728] validation_0-mae:4897.29883 validation_1-mae:6060.79199 [729] validation_0-mae:4896.35596 validation_1-mae:6060.14941 [730] validation_0-mae:4894.47217 validation_1-mae:6059.23145 [731] validation_0-mae:4893.06885 validation_1-mae:6060.07324 [732] validation_0-mae:4891.78955 validation_1-mae:6059.46582 [733] validation_0-mae:4890.29395 validation_1-mae:6059.14355 [734] validation_0-mae:4888.66650 validation_1-mae:6058.38770 [735] validation_0-mae:4886.48047 validation_1-mae:6057.48193 [736] validation_0-mae:4885.46436 validation_1-mae:6056.93115 [737] validation_0-mae:4884.40332 validation_1-mae:6056.44727 [738] validation_0-mae:4882.15430 validation_1-mae:6055.88672 [739] validation_0-mae:4880.53125 validation_1-mae:6055.00879 [740] validation_0-mae:4878.92383 validation_1-mae:6055.26074 [741] validation_0-mae:4877.39648 validation_1-mae:6054.61914 [742] validation_0-mae:4876.12988 validation_1-mae:6054.60059 [743] validation_0-mae:4874.78272 validation_1-mae:6054.07764 [744] validation_0-mae:4874.56494 validation_1-mae:6053.91357 [745] validation_0-mae:4872.56836 validation_1-mae:6053.96973 [746] validation_0-mae:4869.96924 validation_1-mae:6052.55273 [747] validation_0-mae:4868.67529 validation_1-mae:6051.72852 [748] validation_0-mae:4867.62500 validation_1-mae:6051.50830 [749] validation_0-mae:4866.03467 validation_1-mae:6052.06543 [750] validation_0-mae:4865.20947 validation_1-mae:6051.99756 [751] validation_0-mae:4863.10693 validation_1-mae:6051.37256 [752] validation_0-mae:4861.61816 validation_1-mae:6051.45459 [753] validation_0-mae:4860.18359 validation_1-mae:6050.95508 [754] validation_0-mae:4859.15820 validation_1-mae:6050.69189 [755] validation_0-mae:4858.65088 validation_1-mae:6050.85400 [756] validation_0-mae:4857.55371 validation_1-mae:6050.41699 [757] validation_0-mae:4856.30176 validation_1-mae:6050.09522 [758] validation_0-mae:4854.68555 validation_1-mae:6049.47168 [759] validation_0-mae:4852.88525 validation_1-mae:6048.94287 [760] validation_0-mae:4851.09814 validation_1-mae:6049.12256 [761] validation_0-mae:4849.44873 validation_1-mae:6048.60205 [762] validation_0-mae:4847.73828 validation_1-mae:6048.30273 [763] validation_0-mae:4846.95508 validation_1-mae:6048.14014 [764] validation_0-mae:4845.04443 validation_1-mae:6048.29102 [765] validation_0-mae:4843.59814 validation_1-mae:6047.43506 [766] validation_0-mae:4842.82764 validation_1-mae:6046.99365 [767] validation_0-mae:4841.48291 validation_1-mae:6046.62988 [768] validation_0-mae:4839.22705 validation_1-mae:6046.28223 [769] validation_0-mae:4837.52246 validation_1-mae:6045.70654 [770] validation_0-mae:4836.16602 validation_1-mae:6045.34473 [771] validation_0-mae:4834.75439 validation_1-mae:6044.85010 [772] validation_0-mae:4833.93848 validation_1-mae:6044.61279 [773] validation_0-mae:4832.47900 validation_1-mae:6044.45264 [774] validation_0-mae:4831.39893 validation_1-mae:6044.97412 [775] validation_0-mae:4829.71436 validation_1-mae:6044.86084 [776] validation_0-mae:4828.51025 validation_1-mae:6044.66162 [777] validation_0-mae:4827.59131 validation_1-mae:6045.02100 [778] validation_0-mae:4825.73145 validation_1-mae:6044.48584 [779] validation_0-mae:4824.13428 validation_1-mae:6043.89844 [780] validation_0-mae:4823.42529 validation_1-mae:6044.00928 [781] validation_0-mae:4822.10889 validation_1-mae:6044.62256 [782] validation_0-mae:4820.30127 validation_1-mae:6044.17090 [783] validation_0-mae:4817.95947 validation_1-mae:6043.47656 [784] validation_0-mae:4816.27490 validation_1-mae:6043.22022 [785] validation_0-mae:4815.14014 validation_1-mae:6042.76514 [786] validation_0-mae:4814.35254 validation_1-mae:6042.40430 [787] validation_0-mae:4812.25635 validation_1-mae:6042.08008 [788] validation_0-mae:4810.97559 validation_1-mae:6042.16992 [789] validation_0-mae:4810.18213 validation_1-mae:6042.23340 [790] validation_0-mae:4810.08740 validation_1-mae:6042.27393 [791] validation_0-mae:4808.43555 validation_1-mae:6041.59570 [792] validation_0-mae:4806.86035 validation_1-mae:6041.75342 [793] validation_0-mae:4804.85693 validation_1-mae:6041.47510 [794] validation_0-mae:4803.28320 validation_1-mae:6040.87988 [795] validation_0-mae:4802.76904 validation_1-mae:6040.69043 [796] validation_0-mae:4801.84668 validation_1-mae:6040.66992 [797] validation_0-mae:4800.95312 validation_1-mae:6040.33838 [798] validation_0-mae:4797.88818 validation_1-mae:6038.94287 [799] validation_0-mae:4797.38037 validation_1-mae:6039.00439 [800] validation_0-mae:4795.04492 validation_1-mae:6038.44238 [801] validation_0-mae:4793.96826 validation_1-mae:6038.16797 [802] validation_0-mae:4792.73145 validation_1-mae:6037.47266 [803] validation_0-mae:4790.61328 validation_1-mae:6038.15674 [804] validation_0-mae:4789.46191 validation_1-mae:6037.70166 [805] validation_0-mae:4788.68018 validation_1-mae:6038.41504 [806] validation_0-mae:4786.66504 validation_1-mae:6038.33447 [807] validation_0-mae:4785.59766 validation_1-mae:6038.64258 [808] validation_0-mae:4784.79834 validation_1-mae:6038.33984 [809] validation_0-mae:4783.82764 validation_1-mae:6038.55127 [810] validation_0-mae:4782.54834 validation_1-mae:6037.93750 [811] validation_0-mae:4780.84766 validation_1-mae:6038.03760 [812] validation_0-mae:4779.00195 validation_1-mae:6037.74805 [813] validation_0-mae:4777.40478 validation_1-mae:6037.25342 [814] validation_0-mae:4775.49414 validation_1-mae:6036.17529 [815] validation_0-mae:4774.68750 validation_1-mae:6035.85840 [816] validation_0-mae:4773.99072 validation_1-mae:6035.87012 [817] validation_0-mae:4772.36035 validation_1-mae:6035.23828 [818] validation_0-mae:4771.24951 validation_1-mae:6034.83057 [819] validation_0-mae:4770.53760 validation_1-mae:6035.14062 [820] validation_0-mae:4769.59033 validation_1-mae:6035.05420 [821] validation_0-mae:4768.59082 validation_1-mae:6035.01855 [822] validation_0-mae:4767.75049 validation_1-mae:6035.10303 [823] validation_0-mae:4766.69824 validation_1-mae:6035.48584 [824] validation_0-mae:4765.69189 validation_1-mae:6035.54932 [825] validation_0-mae:4764.71582 validation_1-mae:6035.56885 [826] validation_0-mae:4763.12695 validation_1-mae:6035.09717 [827] validation_0-mae:4762.57910 validation_1-mae:6034.93018 [828] validation_0-mae:4761.50342 validation_1-mae:6034.72314 [829] validation_0-mae:4759.70605 validation_1-mae:6033.43018 [830] validation_0-mae:4758.95508 validation_1-mae:6033.49853 [831] validation_0-mae:4758.90137 validation_1-mae:6033.50635 [832] validation_0-mae:4758.41309 validation_1-mae:6033.23926 [833] validation_0-mae:4757.30273 validation_1-mae:6033.02978 [834] validation_0-mae:4756.30371 validation_1-mae:6032.38867 [835] validation_0-mae:4754.59228 validation_1-mae:6031.73975 [836] validation_0-mae:4753.29102 validation_1-mae:6031.66260 [837] validation_0-mae:4751.57520 validation_1-mae:6031.41455 [838] validation_0-mae:4749.98633 validation_1-mae:6030.62109 [839] validation_0-mae:4748.76367 validation_1-mae:6030.56934 [840] validation_0-mae:4746.78320 validation_1-mae:6029.74316 [841] validation_0-mae:4744.87647 validation_1-mae:6030.02100 [842] validation_0-mae:4742.82031 validation_1-mae:6030.12988 [843] validation_0-mae:4741.45312 validation_1-mae:6030.06250 [844] validation_0-mae:4740.34814 validation_1-mae:6029.95068 [845] validation_0-mae:4739.53320 validation_1-mae:6030.13184 [846] validation_0-mae:4738.57715 validation_1-mae:6030.12744 [847] validation_0-mae:4737.83594 validation_1-mae:6030.71875 [848] validation_0-mae:4736.74365 validation_1-mae:6030.40869 [849] validation_0-mae:4736.00439 validation_1-mae:6030.25244 [850] validation_0-mae:4735.41504 validation_1-mae:6030.20020 [851] validation_0-mae:4733.20752 validation_1-mae:6029.54980 [852] validation_0-mae:4731.09473 validation_1-mae:6030.64697 [853] validation_0-mae:4729.00098 validation_1-mae:6031.05566 [854] validation_0-mae:4727.53467 validation_1-mae:6031.71436 [855] validation_0-mae:4726.05225 validation_1-mae:6030.84961 [856] validation_0-mae:4724.65576 validation_1-mae:6030.49023 [857] validation_0-mae:4722.52686 validation_1-mae:6029.76318 [858] validation_0-mae:4721.49365 validation_1-mae:6029.43994 [859] validation_0-mae:4720.29150 validation_1-mae:6028.72266 [860] validation_0-mae:4718.95410 validation_1-mae:6028.64600 [861] validation_0-mae:4718.21143 validation_1-mae:6028.57080 [862] validation_0-mae:4717.06348 validation_1-mae:6028.46240 [863] validation_0-mae:4715.68066 validation_1-mae:6029.57275 [864] validation_0-mae:4713.79639 validation_1-mae:6028.56641 [865] validation_0-mae:4712.66797 validation_1-mae:6028.69434 [866] validation_0-mae:4712.06348 validation_1-mae:6028.36963 [867] validation_0-mae:4711.61768 validation_1-mae:6028.28320 [868] validation_0-mae:4710.24561 validation_1-mae:6028.52832 [869] validation_0-mae:4708.87549 validation_1-mae:6028.59131 [870] validation_0-mae:4708.18359 validation_1-mae:6028.62402 [871] validation_0-mae:4707.16895 validation_1-mae:6028.47314 [872] validation_0-mae:4706.27686 validation_1-mae:6028.98389 [873] validation_0-mae:4705.22803 validation_1-mae:6028.75244 [874] validation_0-mae:4704.51270 validation_1-mae:6028.41455 [875] validation_0-mae:4703.04346 validation_1-mae:6027.96436 [876] validation_0-mae:4702.39453 validation_1-mae:6028.05176 [877] validation_0-mae:4702.36279 validation_1-mae:6028.09033 [878] validation_0-mae:4701.59277 validation_1-mae:6027.86035 [879] validation_0-mae:4700.95557 validation_1-mae:6027.42676 [880] validation_0-mae:4699.61230 validation_1-mae:6027.01855 [881] validation_0-mae:4698.53125 validation_1-mae:6026.29004 [882] validation_0-mae:4697.05859 validation_1-mae:6025.35742 [883] validation_0-mae:4695.96387 validation_1-mae:6024.76807 [884] validation_0-mae:4694.86572 validation_1-mae:6024.10205 [885] validation_0-mae:4693.24268 validation_1-mae:6023.98926 [886] validation_0-mae:4692.59522 validation_1-mae:6023.91992 [887] validation_0-mae:4691.60986 validation_1-mae:6023.87842 [888] validation_0-mae:4691.58496 validation_1-mae:6023.98096 [889] validation_0-mae:4690.19629 validation_1-mae:6023.86670 [890] validation_0-mae:4689.14355 validation_1-mae:6023.25928 [891] validation_0-mae:4687.93848 validation_1-mae:6023.20068 [892] validation_0-mae:4687.21973 validation_1-mae:6023.24512 [893] validation_0-mae:4685.75391 validation_1-mae:6023.01367 [894] validation_0-mae:4684.93701 validation_1-mae:6023.79199 [895] validation_0-mae:4684.04492 validation_1-mae:6023.87695 [896] validation_0-mae:4683.99023 validation_1-mae:6023.97363 [897] validation_0-mae:4682.79150 validation_1-mae:6023.40625 [898] validation_0-mae:4682.30615 validation_1-mae:6023.48633 [899] validation_0-mae:4681.33350 validation_1-mae:6023.05371 [900] validation_0-mae:4680.36523 validation_1-mae:6022.66016 [901] validation_0-mae:4678.76709 validation_1-mae:6022.92578 [902] validation_0-mae:4677.58643 validation_1-mae:6023.42920 [903] validation_0-mae:4676.34228 validation_1-mae:6023.21240 [904] validation_0-mae:4675.44629 validation_1-mae:6023.20996 [905] validation_0-mae:4674.76172 validation_1-mae:6022.99072 [906] validation_0-mae:4673.44922 validation_1-mae:6022.76172 [907] validation_0-mae:4671.51709 validation_1-mae:6022.53857 [908] validation_0-mae:4670.08398 validation_1-mae:6022.12207 [909] validation_0-mae:4668.24609 validation_1-mae:6021.72852 [910] validation_0-mae:4666.30713 validation_1-mae:6021.90527 [911] validation_0-mae:4665.43994 validation_1-mae:6021.68311 [912] validation_0-mae:4664.66357 validation_1-mae:6022.29248 [913] validation_0-mae:4663.27881 validation_1-mae:6022.17676 [914] validation_0-mae:4661.59863 validation_1-mae:6021.41162 [915] validation_0-mae:4660.57275 validation_1-mae:6021.86133 [916] validation_0-mae:4658.75098 validation_1-mae:6022.79932 [917] validation_0-mae:4656.85205 validation_1-mae:6023.04443 [918] validation_0-mae:4655.62744 validation_1-mae:6022.97412 [919] validation_0-mae:4654.81934 validation_1-mae:6022.73682 [920] validation_0-mae:4653.91553 validation_1-mae:6023.70947 [921] validation_0-mae:4652.66162 validation_1-mae:6023.32373 [922] validation_0-mae:4649.87256 validation_1-mae:6022.88818 [923] validation_0-mae:4648.36572 validation_1-mae:6023.50586 [924] validation_0-mae:4647.22559 validation_1-mae:6023.02295 [925] validation_0-mae:4646.26025 validation_1-mae:6022.74805 [926] validation_0-mae:4645.25000 validation_1-mae:6022.78174 [927] validation_0-mae:4643.79883 validation_1-mae:6022.36719 [928] validation_0-mae:4642.21045 validation_1-mae:6021.98389 [929] validation_0-mae:4641.26953 validation_1-mae:6021.53760 [930] validation_0-mae:4640.03662 validation_1-mae:6020.94287 [931] validation_0-mae:4638.36914 validation_1-mae:6021.00830 [932] validation_0-mae:4636.75928 validation_1-mae:6020.65186 [933] validation_0-mae:4635.23486 validation_1-mae:6020.34522 [934] validation_0-mae:4633.51953 validation_1-mae:6020.25781 [935] validation_0-mae:4632.37549 validation_1-mae:6019.99902 [936] validation_0-mae:4631.03418 validation_1-mae:6020.32275 [937] validation_0-mae:4629.26758 validation_1-mae:6020.20215 [938] validation_0-mae:4628.29102 validation_1-mae:6021.11133 [939] validation_0-mae:4627.24609 validation_1-mae:6021.30127 [940] validation_0-mae:4626.09277 validation_1-mae:6020.86377 [941] validation_0-mae:4624.56543 validation_1-mae:6020.95508 [942] validation_0-mae:4623.43555 validation_1-mae:6020.08594 [943] validation_0-mae:4621.66211 validation_1-mae:6019.91260 [944] validation_0-mae:4620.28027 validation_1-mae:6019.45410 [945] validation_0-mae:4619.47705 validation_1-mae:6019.44873 [946] validation_0-mae:4618.13330 validation_1-mae:6018.96924 [947] validation_0-mae:4616.95264 validation_1-mae:6019.38916 [948] validation_0-mae:4615.83057 validation_1-mae:6019.40918 [949] validation_0-mae:4614.53076 validation_1-mae:6019.87744 [950] validation_0-mae:4614.20459 validation_1-mae:6019.84619 [951] validation_0-mae:4613.21240 validation_1-mae:6019.72412 [952] validation_0-mae:4612.14453 validation_1-mae:6019.64941 [953] validation_0-mae:4611.04102 validation_1-mae:6018.73389 [954] validation_0-mae:4609.75195 validation_1-mae:6018.30615 [955] validation_0-mae:4609.60352 validation_1-mae:6018.50098 [956] validation_0-mae:4608.46094 validation_1-mae:6018.49072 [957] validation_0-mae:4606.79688 validation_1-mae:6018.09131 [958] validation_0-mae:4605.17969 validation_1-mae:6017.38867 [959] validation_0-mae:4603.54834 validation_1-mae:6016.93897 [960] validation_0-mae:4602.43262 validation_1-mae:6016.99268 [961] validation_0-mae:4601.08936 validation_1-mae:6017.02490 [962] validation_0-mae:4599.93262 validation_1-mae:6016.67676 [963] validation_0-mae:4598.99805 validation_1-mae:6016.09033 [964] validation_0-mae:4598.52441 validation_1-mae:6016.27490 [965] validation_0-mae:4597.48633 validation_1-mae:6015.90625 [966] validation_0-mae:4596.13672 validation_1-mae:6015.77978 [967] validation_0-mae:4595.02441 validation_1-mae:6015.14648 [968] validation_0-mae:4594.20752 validation_1-mae:6014.85254 [969] validation_0-mae:4592.61963 validation_1-mae:6014.11426 [970] validation_0-mae:4590.30811 validation_1-mae:6013.74463 [971] validation_0-mae:4589.42920 validation_1-mae:6013.72949 [972] validation_0-mae:4588.18213 validation_1-mae:6013.52588 [973] validation_0-mae:4587.12988 validation_1-mae:6013.31103 [974] validation_0-mae:4586.42725 validation_1-mae:6013.29492 [975] validation_0-mae:4584.79297 validation_1-mae:6013.28320 [976] validation_0-mae:4582.28711 validation_1-mae:6012.46875 [977] validation_0-mae:4580.40527 validation_1-mae:6012.77783 [978] validation_0-mae:4577.25830 validation_1-mae:6010.69189 [979] validation_0-mae:4573.84522 validation_1-mae:6010.90576 [980] validation_0-mae:4572.56982 validation_1-mae:6010.93750 [981] validation_0-mae:4570.30908 validation_1-mae:6011.24951 [982] validation_0-mae:4568.56494 validation_1-mae:6010.50488 [983] validation_0-mae:4567.59570 validation_1-mae:6011.19336 [984] validation_0-mae:4565.77783 validation_1-mae:6011.02686 [985] validation_0-mae:4564.37598 validation_1-mae:6010.47363 [986] validation_0-mae:4563.59570 validation_1-mae:6010.41406 [987] validation_0-mae:4561.72510 validation_1-mae:6010.74609 [988] validation_0-mae:4560.35254 validation_1-mae:6010.98535 [989] validation_0-mae:4558.60107 validation_1-mae:6010.38770 [990] validation_0-mae:4557.82031 validation_1-mae:6010.49463 [991] validation_0-mae:4556.24023 validation_1-mae:6009.69336 [992] validation_0-mae:4554.59082 validation_1-mae:6009.66602 [993] validation_0-mae:4552.87598 validation_1-mae:6009.54150 [994] validation_0-mae:4551.65381 validation_1-mae:6009.70703 [995] validation_0-mae:4550.73242 validation_1-mae:6009.96094 [996] validation_0-mae:4549.41895 validation_1-mae:6009.05176 [997] validation_0-mae:4548.12695 validation_1-mae:6009.46680 [998] validation_0-mae:4547.11279 validation_1-mae:6009.37158 [999] validation_0-mae:4545.31592 validation_1-mae:6008.69287 [1000] validation_0-mae:4544.13623 validation_1-mae:6008.69287 [1001] validation_0-mae:4542.86279 validation_1-mae:6008.72168 [1002] validation_0-mae:4541.95947 validation_1-mae:6008.48975 [1003] validation_0-mae:4541.04297 validation_1-mae:6008.27246 [1004] validation_0-mae:4539.09766 validation_1-mae:6008.31152 [1005] validation_0-mae:4537.47119 validation_1-mae:6008.46045 [1006] validation_0-mae:4535.20459 validation_1-mae:6007.85010 [1007] validation_0-mae:4533.82715 validation_1-mae:6008.21631 [1008] validation_0-mae:4533.48926 validation_1-mae:6008.06055 [1009] validation_0-mae:4532.95068 validation_1-mae:6007.85010 [1010] validation_0-mae:4531.97803 validation_1-mae:6008.05908 [1011] validation_0-mae:4531.53076 validation_1-mae:6007.96631 [1012] validation_0-mae:4530.60596 validation_1-mae:6008.08203 [1013] validation_0-mae:4529.01367 validation_1-mae:6007.12598 [1014] validation_0-mae:4527.97510 validation_1-mae:6006.91992 [1015] validation_0-mae:4527.02246 validation_1-mae:6006.94531 [1016] validation_0-mae:4526.44873 validation_1-mae:6007.06250 [1017] validation_0-mae:4526.22022 validation_1-mae:6006.89941 [1018] validation_0-mae:4525.17041 validation_1-mae:6006.40478 [1019] validation_0-mae:4523.67383 validation_1-mae:6005.97022 [1020] validation_0-mae:4523.58252 validation_1-mae:6005.90625 [1021] validation_0-mae:4522.39600 validation_1-mae:6006.13965 [1022] validation_0-mae:4520.07227 validation_1-mae:6005.38086 [1023] validation_0-mae:4518.02246 validation_1-mae:6005.24512 [1024] validation_0-mae:4516.75928 validation_1-mae:6005.48486 [1025] validation_0-mae:4515.67676 validation_1-mae:6005.30322 [1026] validation_0-mae:4514.36914 validation_1-mae:6005.56738 [1027] validation_0-mae:4513.20850 validation_1-mae:6005.85059 [1028] validation_0-mae:4510.87402 validation_1-mae:6006.16016 [1029] validation_0-mae:4509.88330 validation_1-mae:6006.31445 [1030] validation_0-mae:4508.56006 validation_1-mae:6005.72949 [1031] validation_0-mae:4508.03369 validation_1-mae:6005.60547 [1032] validation_0-mae:4506.42529 validation_1-mae:6004.93945 [1033] validation_0-mae:4504.93018 validation_1-mae:6005.04492 [1034] validation_0-mae:4504.00342 validation_1-mae:6005.01611 [1035] validation_0-mae:4503.12939 validation_1-mae:6005.55811 [1036] validation_0-mae:4501.99512 validation_1-mae:6005.34180 [1037] validation_0-mae:4501.18994 validation_1-mae:6005.36182 [1038] validation_0-mae:4499.18457 validation_1-mae:6004.04102 [1039] validation_0-mae:4497.62451 validation_1-mae:6004.38916 [1040] validation_0-mae:4495.77881 validation_1-mae:6004.37207 [1041] validation_0-mae:4495.11572 validation_1-mae:6004.33203 [1042] validation_0-mae:4494.08008 validation_1-mae:6004.70996 [1043] validation_0-mae:4493.03467 validation_1-mae:6004.94971 [1044] validation_0-mae:4492.37744 validation_1-mae:6004.79395 [1045] validation_0-mae:4491.73584 validation_1-mae:6005.17432 [1046] validation_0-mae:4490.95801 validation_1-mae:6005.09522 [1047] validation_0-mae:4489.72461 validation_1-mae:6005.47949 [1048] validation_0-mae:4489.07227 validation_1-mae:6005.16553 [1049] validation_0-mae:4488.52441 validation_1-mae:6005.18994 [1050] validation_0-mae:4488.48340 validation_1-mae:6005.24023 [1051] validation_0-mae:4487.28955 validation_1-mae:6004.69971 [1052] validation_0-mae:4486.87207 validation_1-mae:6004.69141 [1053] validation_0-mae:4484.88477 validation_1-mae:6004.46143 [1054] validation_0-mae:4483.84961 validation_1-mae:6004.26904 [1055] validation_0-mae:4483.59961 validation_1-mae:6004.20166 [1056] validation_0-mae:4482.79541 validation_1-mae:6004.02930 [1057] validation_0-mae:4480.87451 validation_1-mae:6003.42090 [1058] validation_0-mae:4479.32178 validation_1-mae:6003.72217 [1059] validation_0-mae:4478.45410 validation_1-mae:6003.35254 [1060] validation_0-mae:4477.17676 validation_1-mae:6003.66064 [1061] validation_0-mae:4475.85303 validation_1-mae:6003.77441 [1062] validation_0-mae:4474.92822 validation_1-mae:6003.79590 [1063] validation_0-mae:4474.17773 validation_1-mae:6003.78906 [1064] validation_0-mae:4473.40478 validation_1-mae:6004.07910 [1065] validation_0-mae:4472.30078 validation_1-mae:6004.78125 [1066] validation_0-mae:4471.24072 validation_1-mae:6005.43066 [1067] validation_0-mae:4470.80811 validation_1-mae:6005.40576 [1068] validation_0-mae:4470.24268 validation_1-mae:6005.19629 [1069] validation_0-mae:4469.78027 validation_1-mae:6005.01270 [1070] validation_0-mae:4469.10986 validation_1-mae:6004.74316 [1071] validation_0-mae:4468.19482 validation_1-mae:6004.73926 [1072] validation_0-mae:4467.40381 validation_1-mae:6004.48535 [1073] validation_0-mae:4465.82959 validation_1-mae:6003.89502 [1074] validation_0-mae:4464.17969 validation_1-mae:6003.91260 [1075] validation_0-mae:4462.03125 validation_1-mae:6004.19189 [1076] validation_0-mae:4459.97119 validation_1-mae:6003.18359 [1077] validation_0-mae:4458.07129 validation_1-mae:6002.09814 [1078] validation_0-mae:4457.23096 validation_1-mae:6001.90478 [1079] validation_0-mae:4456.00147 validation_1-mae:6001.90088 [1080] validation_0-mae:4454.56494 validation_1-mae:6001.41406 [1081] validation_0-mae:4453.37988 validation_1-mae:6000.95020 [1082] validation_0-mae:4452.44971 validation_1-mae:6000.26123 [1083] validation_0-mae:4451.44043 validation_1-mae:6000.08838 [1084] validation_0-mae:4450.17334 validation_1-mae:5999.83887 [1085] validation_0-mae:4448.45508 validation_1-mae:5999.68213 [1086] validation_0-mae:4446.78174 validation_1-mae:5999.26611 [1087] validation_0-mae:4445.49805 validation_1-mae:5999.06738 [1088] validation_0-mae:4444.73877 validation_1-mae:5999.15967 [1089] validation_0-mae:4443.83643 validation_1-mae:5999.53174 [1090] validation_0-mae:4442.61865 validation_1-mae:5998.96533 [1091] validation_0-mae:4441.02197 validation_1-mae:5999.00830 [1092] validation_0-mae:4439.59375 validation_1-mae:5998.55029 [1093] validation_0-mae:4438.09277 validation_1-mae:5998.37695 [1094] validation_0-mae:4436.12744 validation_1-mae:5997.63477 [1095] validation_0-mae:4435.19434 validation_1-mae:5997.94629 [1096] validation_0-mae:4434.80566 validation_1-mae:5997.88965 [1097] validation_0-mae:4433.05957 validation_1-mae:5998.14111 [1098] validation_0-mae:4431.47900 validation_1-mae:5997.26904 [1099] validation_0-mae:4430.20703 validation_1-mae:5997.20459 [1100] validation_0-mae:4429.41602 validation_1-mae:5997.47803 [1101] validation_0-mae:4428.44824 validation_1-mae:5997.37695 [1102] validation_0-mae:4427.88574 validation_1-mae:5997.60107 [1103] validation_0-mae:4426.80176 validation_1-mae:5997.71973 [1104] validation_0-mae:4425.07764 validation_1-mae:5997.66699 [1105] validation_0-mae:4424.24902 validation_1-mae:5997.87402 [1106] validation_0-mae:4422.89697 validation_1-mae:5997.58105 [1107] validation_0-mae:4420.89648 validation_1-mae:5997.44287 [1108] validation_0-mae:4419.73828 validation_1-mae:5997.23340 [1109] validation_0-mae:4418.54980 validation_1-mae:5997.44238 [1110] validation_0-mae:4417.38037 validation_1-mae:5996.95850 [1111] validation_0-mae:4415.55762 validation_1-mae:5996.58105 [1112] validation_0-mae:4414.11523 validation_1-mae:5996.12109 [1113] validation_0-mae:4413.60791 validation_1-mae:5996.20752 [1114] validation_0-mae:4413.04346 validation_1-mae:5996.03027 [1115] validation_0-mae:4412.30518 validation_1-mae:5996.03223 [1116] validation_0-mae:4411.45215 validation_1-mae:5996.61914 [1117] validation_0-mae:4410.08447 validation_1-mae:5996.00244 [1118] validation_0-mae:4409.52637 validation_1-mae:5995.66113 [1119] validation_0-mae:4408.06738 validation_1-mae:5995.56397 [1120] validation_0-mae:4406.79443 validation_1-mae:5995.84326 [1121] validation_0-mae:4406.21631 validation_1-mae:5995.83691 [1122] validation_0-mae:4405.31934 validation_1-mae:5995.48779 [1123] validation_0-mae:4404.70312 validation_1-mae:5995.14795 [1124] validation_0-mae:4404.17041 validation_1-mae:5995.31103 [1125] validation_0-mae:4402.77930 validation_1-mae:5995.29834 [1126] validation_0-mae:4401.91650 validation_1-mae:5995.29053 [1127] validation_0-mae:4401.29443 validation_1-mae:5995.34619 [1128] validation_0-mae:4401.02637 validation_1-mae:5995.28418 [1129] validation_0-mae:4400.44678 validation_1-mae:5995.39551 [1130] validation_0-mae:4400.20850 validation_1-mae:5995.23535 [1131] validation_0-mae:4399.49219 validation_1-mae:5994.86768 [1132] validation_0-mae:4398.84912 validation_1-mae:5994.85010 [1133] validation_0-mae:4398.28906 validation_1-mae:5994.83545 [1134] validation_0-mae:4397.68066 validation_1-mae:5994.69775 [1135] validation_0-mae:4397.42871 validation_1-mae:5994.65186 [1136] validation_0-mae:4397.20850 validation_1-mae:5994.94580 [1137] validation_0-mae:4396.31592 validation_1-mae:5994.67383 [1138] validation_0-mae:4395.94727 validation_1-mae:5994.67578 [1139] validation_0-mae:4395.69385 validation_1-mae:5994.70166 [1140] validation_0-mae:4394.50781 validation_1-mae:5994.45947 [1141] validation_0-mae:4393.62256 validation_1-mae:5994.57129 [1142] validation_0-mae:4392.64600 validation_1-mae:5994.46631 [1143] validation_0-mae:4392.32617 validation_1-mae:5994.36230 [1144] validation_0-mae:4390.18994 validation_1-mae:5994.03809 [1145] validation_0-mae:4388.78076 validation_1-mae:5993.79053 [1146] validation_0-mae:4387.45947 validation_1-mae:5993.86377 [1147] validation_0-mae:4387.03369 validation_1-mae:5993.83984 [1148] validation_0-mae:4386.26611 validation_1-mae:5993.64111 [1149] validation_0-mae:4385.55371 validation_1-mae:5993.86914 [1150] validation_0-mae:4384.43652 validation_1-mae:5993.86035 [1151] validation_0-mae:4383.62500 validation_1-mae:5994.09277 [1152] validation_0-mae:4382.27637 validation_1-mae:5994.13867 [1153] validation_0-mae:4381.70654 validation_1-mae:5994.19189 [1154] validation_0-mae:4379.92676 validation_1-mae:5994.12842 [1155] validation_0-mae:4379.30273 validation_1-mae:5994.50342 [1156] validation_0-mae:4378.30664 validation_1-mae:5995.22363 [1157] validation_0-mae:4377.73730 validation_1-mae:5995.26514 [1158] validation_0-mae:4376.52930 validation_1-mae:5995.01318 [1159] validation_0-mae:4375.74707 validation_1-mae:5995.23096 [1160] validation_0-mae:4375.27637 validation_1-mae:5995.26025 [1161] validation_0-mae:4374.94287 validation_1-mae:5995.26465 [1162] validation_0-mae:4374.20117 validation_1-mae:5994.73682 [1163] validation_0-mae:4373.26611 validation_1-mae:5994.40674 [1164] validation_0-mae:4372.66992 validation_1-mae:5994.28662 [1165] validation_0-mae:4371.90869 validation_1-mae:5994.36816 [1166] validation_0-mae:4371.40820 validation_1-mae:5994.45117 [1167] validation_0-mae:4370.51709 validation_1-mae:5994.33545 [1168] validation_0-mae:4370.12305 validation_1-mae:5994.72363 [1169] validation_0-mae:4369.75195 validation_1-mae:5994.78662 [1170] validation_0-mae:4369.40918 validation_1-mae:5994.58203 [1171] validation_0-mae:4368.42773 validation_1-mae:5993.73975 [1172] validation_0-mae:4366.83691 validation_1-mae:5993.37891 [1173] validation_0-mae:4365.78223 validation_1-mae:5993.41699 [1174] validation_0-mae:4364.96094 validation_1-mae:5993.46289 [1175] validation_0-mae:4364.13770 validation_1-mae:5993.78174 [1176] validation_0-mae:4363.31738 validation_1-mae:5993.33984 [1177] validation_0-mae:4361.87451 validation_1-mae:5993.26904 [1178] validation_0-mae:4360.18799 validation_1-mae:5992.95020 [1179] validation_0-mae:4359.08350 validation_1-mae:5993.06934 [1180] validation_0-mae:4357.71045 validation_1-mae:5993.15820 [1181] validation_0-mae:4356.62647 validation_1-mae:5993.01074 [1182] validation_0-mae:4356.03272 validation_1-mae:5992.67383 [1183] validation_0-mae:4354.52246 validation_1-mae:5992.58301 [1184] validation_0-mae:4353.43311 validation_1-mae:5993.07812 [1185] validation_0-mae:4351.30859 validation_1-mae:5993.46094 [1186] validation_0-mae:4349.99268 validation_1-mae:5992.78125 [1187] validation_0-mae:4347.00391 validation_1-mae:5991.22119 [1188] validation_0-mae:4344.88135 validation_1-mae:5991.68506 [1189] validation_0-mae:4343.59473 validation_1-mae:5991.04688 [1190] validation_0-mae:4342.02197 validation_1-mae:5989.91211 [1191] validation_0-mae:4340.53027 validation_1-mae:5989.91650 [1192] validation_0-mae:4339.94238 validation_1-mae:5989.68555 [1193] validation_0-mae:4339.32861 validation_1-mae:5989.88232 [1194] validation_0-mae:4338.42139 validation_1-mae:5990.15625 [1195] validation_0-mae:4337.10107 validation_1-mae:5989.89941 [1196] validation_0-mae:4335.77930 validation_1-mae:5989.45361 [1197] validation_0-mae:4334.60352 validation_1-mae:5989.37158 [1198] validation_0-mae:4333.79199 validation_1-mae:5989.22119 [1199] validation_0-mae:4332.47607 validation_1-mae:5989.65478 [1200] validation_0-mae:4331.56152 validation_1-mae:5989.20898 [1201] validation_0-mae:4331.09180 validation_1-mae:5989.32324 [1202] validation_0-mae:4330.56641 validation_1-mae:5989.39941 [1203] validation_0-mae:4329.63086 validation_1-mae:5989.29932 [1204] validation_0-mae:4329.05225 validation_1-mae:5989.39014 [1205] validation_0-mae:4328.09668 validation_1-mae:5989.33936 [1206] validation_0-mae:4327.34619 validation_1-mae:5989.15039 [1207] validation_0-mae:4326.60791 validation_1-mae:5989.13770 [1208] validation_0-mae:4325.90088 validation_1-mae:5988.96826 [1209] validation_0-mae:4324.07764 validation_1-mae:5988.60791 [1210] validation_0-mae:4323.35693 validation_1-mae:5988.68506 [1211] validation_0-mae:4322.40430 validation_1-mae:5988.90576 [1212] validation_0-mae:4321.50781 validation_1-mae:5989.08398 [1213] validation_0-mae:4320.51611 validation_1-mae:5988.61182 [1214] validation_0-mae:4320.27490 validation_1-mae:5988.54639 [1215] validation_0-mae:4319.87256 validation_1-mae:5988.52881 [1216] validation_0-mae:4319.33398 validation_1-mae:5988.71631 [1217] validation_0-mae:4318.73291 validation_1-mae:5988.99756 [1218] validation_0-mae:4318.27100 validation_1-mae:5989.18311 [1219] validation_0-mae:4317.63037 validation_1-mae:5989.03809 [1220] validation_0-mae:4316.91260 validation_1-mae:5989.26221 [1221] validation_0-mae:4316.21436 validation_1-mae:5989.51758 [1222] validation_0-mae:4315.21533 validation_1-mae:5989.00195 [1223] validation_0-mae:4314.43213 validation_1-mae:5988.88281 [1224] validation_0-mae:4313.98291 validation_1-mae:5989.32129 [1225] validation_0-mae:4313.71289 validation_1-mae:5989.41504 [1226] validation_0-mae:4313.18506 validation_1-mae:5989.93213 [1227] validation_0-mae:4312.83350 validation_1-mae:5990.19238 [1228] validation_0-mae:4312.31152 validation_1-mae:5990.45020 [1229] validation_0-mae:4311.60156 validation_1-mae:5990.52490 [1230] validation_0-mae:4310.52197 validation_1-mae:5990.75244 [1231] validation_0-mae:4310.15674 validation_1-mae:5990.71582 [1232] validation_0-mae:4309.44873 validation_1-mae:5990.54492 [1233] validation_0-mae:4308.01562 validation_1-mae:5989.91016 [1234] validation_0-mae:4306.90918 validation_1-mae:5989.19873 [1235] validation_0-mae:4306.57275 validation_1-mae:5989.19775 [1236] validation_0-mae:4306.01465 validation_1-mae:5989.08740 [1237] validation_0-mae:4305.62207 validation_1-mae:5989.21240 [1238] validation_0-mae:4305.21240 validation_1-mae:5988.89355 [1239] validation_0-mae:4304.67041 validation_1-mae:5988.73828 [1240] validation_0-mae:4304.53223 validation_1-mae:5988.88379 [1241] validation_0-mae:4304.10400 validation_1-mae:5988.65332 [1242] validation_0-mae:4303.66113 validation_1-mae:5988.78467 [1243] validation_0-mae:4303.16113 validation_1-mae:5988.74414 [1244] validation_0-mae:4302.40527 validation_1-mae:5988.61572 [1245] validation_0-mae:4301.59424 validation_1-mae:5989.01855 [1246] validation_0-mae:4300.73438 validation_1-mae:5989.27978 [1247] validation_0-mae:4299.27441 validation_1-mae:5989.19922 [1248] validation_0-mae:4298.87012 validation_1-mae:5989.06299 [1249] validation_0-mae:4297.94385 validation_1-mae:5988.81250 [1250] validation_0-mae:4296.86377 validation_1-mae:5988.33398 [1251] validation_0-mae:4296.49756 validation_1-mae:5988.61572 [1252] validation_0-mae:4295.26367 validation_1-mae:5988.95312 [1253] validation_0-mae:4294.55518 validation_1-mae:5988.98926 [1254] validation_0-mae:4292.39014 validation_1-mae:5988.63525 [1255] validation_0-mae:4291.20020 validation_1-mae:5988.50586 [1256] validation_0-mae:4290.27978 validation_1-mae:5988.80762 [1257] validation_0-mae:4288.09814 validation_1-mae:5986.88086 [1258] validation_0-mae:4286.96924 validation_1-mae:5986.75439 [1259] validation_0-mae:4286.00781 validation_1-mae:5987.08691 [1260] validation_0-mae:4285.24951 validation_1-mae:5987.03564 [1261] validation_0-mae:4283.80713 validation_1-mae:5986.48145 [1262] validation_0-mae:4282.78857 validation_1-mae:5985.89697 [1263] validation_0-mae:4280.83105 validation_1-mae:5984.63330 [1264] validation_0-mae:4279.71973 validation_1-mae:5984.66113 [1265] validation_0-mae:4278.55859 validation_1-mae:5985.35156 [1266] validation_0-mae:4277.06201 validation_1-mae:5984.98340 [1267] validation_0-mae:4275.85645 validation_1-mae:5984.86621 [1268] validation_0-mae:4274.79736 validation_1-mae:5984.74170 [1269] validation_0-mae:4274.23145 validation_1-mae:5984.69580 [1270] validation_0-mae:4273.32227 validation_1-mae:5984.78760 [1271] validation_0-mae:4272.72314 validation_1-mae:5984.87842 [1272] validation_0-mae:4272.22754 validation_1-mae:5984.99463 [1273] validation_0-mae:4271.05518 validation_1-mae:5985.06885 [1274] validation_0-mae:4269.77686 validation_1-mae:5984.75098 [1275] validation_0-mae:4268.94922 validation_1-mae:5984.97900 [1276] validation_0-mae:4268.38818 validation_1-mae:5985.00586 [1277] validation_0-mae:4267.79199 validation_1-mae:5985.06836 [1278] validation_0-mae:4267.40332 validation_1-mae:5985.52148 [1279] validation_0-mae:4266.88672 validation_1-mae:5985.46387 [1280] validation_0-mae:4266.08203 validation_1-mae:5985.50537 [1281] validation_0-mae:4265.96436 validation_1-mae:5985.82031 [1282] validation_0-mae:4265.66504 validation_1-mae:5985.78955 [1283] validation_0-mae:4264.79980 validation_1-mae:5985.85596 [1284] validation_0-mae:4264.01758 validation_1-mae:5985.94434 [1285] validation_0-mae:4263.13037 validation_1-mae:5985.55859 [1286] validation_0-mae:4262.35791 validation_1-mae:5985.60205 [1287] validation_0-mae:4261.65137 validation_1-mae:5985.55859 [1288] validation_0-mae:4260.62353 validation_1-mae:5985.39551 [1289] validation_0-mae:4258.87939 validation_1-mae:5984.89111 [1290] validation_0-mae:4258.24609 validation_1-mae:5984.87061 [1291] validation_0-mae:4256.81982 validation_1-mae:5984.49170 [1292] validation_0-mae:4254.50928 validation_1-mae:5983.64893 [1293] validation_0-mae:4252.78857 validation_1-mae:5983.84228 [1294] validation_0-mae:4252.22705 validation_1-mae:5983.84180 [1295] validation_0-mae:4250.84180 validation_1-mae:5983.40918 [1296] validation_0-mae:4249.65576 validation_1-mae:5983.46631 [1297] validation_0-mae:4249.12305 validation_1-mae:5983.75977 [1298] validation_0-mae:4248.01318 validation_1-mae:5983.89648 [1299] validation_0-mae:4246.48340 validation_1-mae:5984.21240 [1300] validation_0-mae:4245.24658 validation_1-mae:5984.52734 [1301] validation_0-mae:4243.27148 validation_1-mae:5984.50000 [1302] validation_0-mae:4242.08203 validation_1-mae:5984.41162 [1303] validation_0-mae:4241.16406 validation_1-mae:5985.31397 [1304] validation_0-mae:4240.45410 validation_1-mae:5985.13672 [1305] validation_0-mae:4239.93897 validation_1-mae:5985.13818 [1306] validation_0-mae:4239.29883 validation_1-mae:5985.01660 [1307] validation_0-mae:4238.04688 validation_1-mae:5984.69043 [1308] validation_0-mae:4237.02978 validation_1-mae:5984.02734 [1309] validation_0-mae:4235.91895 validation_1-mae:5984.05811 [1310] validation_0-mae:4234.19971 validation_1-mae:5983.16992 [1311] validation_0-mae:4233.41748 validation_1-mae:5983.36084 [1312] validation_0-mae:4232.17676 validation_1-mae:5982.98389 [1313] validation_0-mae:4231.65723 validation_1-mae:5982.88477 [1314] validation_0-mae:4230.90430 validation_1-mae:5982.71484 [1315] validation_0-mae:4229.60303 validation_1-mae:5982.54980 [1316] validation_0-mae:4229.40186 validation_1-mae:5982.43897 [1317] validation_0-mae:4228.62891 validation_1-mae:5982.40478 [1318] validation_0-mae:4228.16797 validation_1-mae:5982.54102 [1319] validation_0-mae:4227.08936 validation_1-mae:5983.30029 [1320] validation_0-mae:4226.83203 validation_1-mae:5983.37305 [1321] validation_0-mae:4226.20752 validation_1-mae:5983.22022 [1322] validation_0-mae:4225.82373 validation_1-mae:5983.25293 [1323] validation_0-mae:4225.26172 validation_1-mae:5983.27881 [1324] validation_0-mae:4224.60400 validation_1-mae:5982.83838 [1325] validation_0-mae:4223.95410 validation_1-mae:5982.59570 [1326] validation_0-mae:4223.24951 validation_1-mae:5982.15283 [1327] validation_0-mae:4222.78857 validation_1-mae:5981.91553 [1328] validation_0-mae:4222.64844 validation_1-mae:5981.87500 [1329] validation_0-mae:4222.03418 validation_1-mae:5981.83984 [1330] validation_0-mae:4221.38770 validation_1-mae:5981.63086 [1331] validation_0-mae:4220.87891 validation_1-mae:5981.70654 [1332] validation_0-mae:4220.59082 validation_1-mae:5981.38086 [1333] validation_0-mae:4220.34912 validation_1-mae:5981.58154 [1334] validation_0-mae:4219.05029 validation_1-mae:5981.84277 [1335] validation_0-mae:4217.21631 validation_1-mae:5980.51025 [1336] validation_0-mae:4216.31543 validation_1-mae:5980.43311 [1337] validation_0-mae:4215.10156 validation_1-mae:5980.47461 [1338] validation_0-mae:4214.36182 validation_1-mae:5980.49951 [1339] validation_0-mae:4213.47900 validation_1-mae:5980.65625 [1340] validation_0-mae:4213.29053 validation_1-mae:5980.81348 [1341] validation_0-mae:4212.97217 validation_1-mae:5980.81982 [1342] validation_0-mae:4212.25293 validation_1-mae:5980.64697 [1343] validation_0-mae:4211.58008 validation_1-mae:5980.63574 [1344] validation_0-mae:4210.86182 validation_1-mae:5980.55371 [1345] validation_0-mae:4210.11426 validation_1-mae:5980.80469 [1346] validation_0-mae:4209.10840 validation_1-mae:5981.01562 [1347] validation_0-mae:4208.92871 validation_1-mae:5981.11328 [1348] validation_0-mae:4207.82373 validation_1-mae:5981.05957 [1349] validation_0-mae:4207.63184 validation_1-mae:5981.14648 [1350] validation_0-mae:4207.43506 validation_1-mae:5981.15088 [1351] validation_0-mae:4207.41455 validation_1-mae:5981.14941 [1352] validation_0-mae:4206.63330 validation_1-mae:5981.28272 [1353] validation_0-mae:4206.01416 validation_1-mae:5981.39844 [1354] validation_0-mae:4204.71924 validation_1-mae:5981.26807 [1355] validation_0-mae:4204.35303 validation_1-mae:5981.12744 [1356] validation_0-mae:4203.33936 validation_1-mae:5980.82764 [1357] validation_0-mae:4202.27344 validation_1-mae:5980.85010 [1358] validation_0-mae:4201.80371 validation_1-mae:5981.12891 [1359] validation_0-mae:4199.89551 validation_1-mae:5982.07324 [1360] validation_0-mae:4198.26367 validation_1-mae:5983.20801 [1361] validation_0-mae:4196.81738 validation_1-mae:5983.05029 [1362] validation_0-mae:4195.37109 validation_1-mae:5982.67871 [1363] validation_0-mae:4194.36816 validation_1-mae:5982.27197 [1364] validation_0-mae:4192.65967 validation_1-mae:5982.29004 [1365] validation_0-mae:4192.18506 validation_1-mae:5982.21924 [1366] validation_0-mae:4190.83887 validation_1-mae:5982.36230 [1367] validation_0-mae:4189.07812 validation_1-mae:5983.51172 [1368] validation_0-mae:4188.64502 validation_1-mae:5983.91846 [1369] validation_0-mae:4187.23975 validation_1-mae:5983.75635 [1370] validation_0-mae:4185.42822 validation_1-mae:5983.16357 [1371] validation_0-mae:4184.50244 validation_1-mae:5983.25488 [1372] validation_0-mae:4182.90430 validation_1-mae:5984.14404 [1373] validation_0-mae:4181.73828 validation_1-mae:5984.20166 [1374] validation_0-mae:4180.88672 validation_1-mae:5984.47803 [1375] validation_0-mae:4179.32959 validation_1-mae:5984.93359 [1376] validation_0-mae:4178.66064 validation_1-mae:5984.92529 [1377] validation_0-mae:4178.25391 validation_1-mae:5984.86768 [1378] validation_0-mae:4177.90918 validation_1-mae:5984.89307 [1379] validation_0-mae:4177.51514 validation_1-mae:5985.05273 [1380] validation_0-mae:4176.76904 validation_1-mae:5985.09326 [1381] validation_0-mae:4175.80615 validation_1-mae:5985.24609 [1382] validation_0-mae:4175.35449 validation_1-mae:5985.51367 [1383] validation_0-mae:4174.39551 validation_1-mae:5984.99805 [1384] validation_0-mae:4173.97412 validation_1-mae:5985.33643 [1385] validation_0-mae:4173.24365 validation_1-mae:5985.37012 [1386] validation_0-mae:4172.40723 validation_1-mae:5985.77246 [1387] validation_0-mae:4171.86914 validation_1-mae:5985.81885 [1388] validation_0-mae:4171.03711 validation_1-mae:5986.05664 [1389] validation_0-mae:4169.94336 validation_1-mae:5985.89014 [1390] validation_0-mae:4169.33350 validation_1-mae:5985.99951 [1391] validation_0-mae:4168.56494 validation_1-mae:5986.08350 [1392] validation_0-mae:4167.50195 validation_1-mae:5985.91016 [1393] validation_0-mae:4167.02393 validation_1-mae:5985.76611 [1394] validation_0-mae:4166.11230 validation_1-mae:5985.42236 [1395] validation_0-mae:4165.83789 validation_1-mae:5985.52588 [1396] validation_0-mae:4164.80566 validation_1-mae:5985.50781 [1397] validation_0-mae:4164.09912 validation_1-mae:5985.93115 [1398] validation_0-mae:4163.06348 validation_1-mae:5985.86328 [1399] validation_0-mae:4162.87549 validation_1-mae:5985.97559 [1400] validation_0-mae:4161.79883 validation_1-mae:5986.27978 [1401] validation_0-mae:4160.72852 validation_1-mae:5985.88770 [1402] validation_0-mae:4160.24463 validation_1-mae:5985.83350 [1403] validation_0-mae:4158.77978 validation_1-mae:5985.26904 [1404] validation_0-mae:4156.90674 validation_1-mae:5985.72266 [1405] validation_0-mae:4156.43359 validation_1-mae:5985.85693 [1406] validation_0-mae:4155.95312 validation_1-mae:5986.08643 [1407] validation_0-mae:4154.22998 validation_1-mae:5986.47510 [1408] validation_0-mae:4153.88135 validation_1-mae:5986.89844 [1409] validation_0-mae:4153.43799 validation_1-mae:5986.99902 [1410] validation_0-mae:4151.56006 validation_1-mae:5986.72314 [1411] validation_0-mae:4151.48682 validation_1-mae:5986.74707 [1412] validation_0-mae:4150.90869 validation_1-mae:5986.87891 [1413] validation_0-mae:4150.18701 validation_1-mae:5986.76416 [1414] validation_0-mae:4149.81397 validation_1-mae:5986.89209 [1415] validation_0-mae:4149.27588 validation_1-mae:5986.89160 [1416] validation_0-mae:4148.61182 validation_1-mae:5986.67139 [1417] validation_0-mae:4147.92920 validation_1-mae:5986.38770 [1418] validation_0-mae:4147.15674 validation_1-mae:5986.56543 [1419] validation_0-mae:4146.21631 validation_1-mae:5986.37891 [1420] validation_0-mae:4146.16504 validation_1-mae:5986.42871 [1421] validation_0-mae:4145.35254 validation_1-mae:5986.18359 [1422] validation_0-mae:4144.41455 validation_1-mae:5985.97363 [1423] validation_0-mae:4142.79053 validation_1-mae:5985.82861 [1424] validation_0-mae:4141.70703 validation_1-mae:5985.68213 [1425] validation_0-mae:4141.08154 validation_1-mae:5985.50537 [1426] validation_0-mae:4140.29541 validation_1-mae:5985.29297 [1427] validation_0-mae:4139.74170 validation_1-mae:5985.23047 [1428] validation_0-mae:4139.29590 validation_1-mae:5985.27734 [1429] validation_0-mae:4138.15723 validation_1-mae:5985.08594 [1430] validation_0-mae:4137.06152 validation_1-mae:5985.14795 [1431] validation_0-mae:4136.51660 validation_1-mae:5985.59180 [1432] validation_0-mae:4135.99561 validation_1-mae:5985.60254 [1433] validation_0-mae:4135.23486 validation_1-mae:5985.86426 [1434] validation_0-mae:4133.92920 validation_1-mae:5985.45117 [1435] validation_0-mae:4133.24756 validation_1-mae:5985.38672 [1436] validation_0-mae:4132.55615 validation_1-mae:5985.33398 [1437] validation_0-mae:4131.84570 validation_1-mae:5985.57275 [1438] validation_0-mae:4130.98730 validation_1-mae:5985.69092 [1439] validation_0-mae:4130.25439 validation_1-mae:5985.68897 [1440] validation_0-mae:4129.30859 validation_1-mae:5985.65674 [1441] validation_0-mae:4128.67969 validation_1-mae:5985.38721 [1442] validation_0-mae:4128.22510 validation_1-mae:5985.36377 [1443] validation_0-mae:4127.13770 validation_1-mae:5985.33691 [1444] validation_0-mae:4125.48389 validation_1-mae:5984.67627 [1445] validation_0-mae:4124.67822 validation_1-mae:5984.83984 [1446] validation_0-mae:4123.94678 validation_1-mae:5985.14502 [1447] validation_0-mae:4122.95264 validation_1-mae:5985.28906 [1448] validation_0-mae:4121.90039 validation_1-mae:5985.79883 [1449] validation_0-mae:4120.21387 validation_1-mae:5985.76855 [1450] validation_0-mae:4119.36621 validation_1-mae:5985.64111 [1451] validation_0-mae:4118.59570 validation_1-mae:5985.26660 [1452] validation_0-mae:4117.74658 validation_1-mae:5985.33545 [1453] validation_0-mae:4116.69238 validation_1-mae:5985.48779 [1454] validation_0-mae:4115.80225 validation_1-mae:5985.92188 [1455] validation_0-mae:4115.12744 validation_1-mae:5985.53662 [1456] validation_0-mae:4114.86084 validation_1-mae:5985.59619 [1457] validation_0-mae:4114.01953 validation_1-mae:5985.88867 [1458] validation_0-mae:4113.71436 validation_1-mae:5985.95654 [1459] validation_0-mae:4113.10254 validation_1-mae:5986.01416 [1460] validation_0-mae:4112.64941 validation_1-mae:5986.05225 [1461] validation_0-mae:4111.88135 validation_1-mae:5986.03809 [1462] validation_0-mae:4110.68555 validation_1-mae:5985.91504 [1463] validation_0-mae:4109.91895 validation_1-mae:5985.89062 [1464] validation_0-mae:4109.21631 validation_1-mae:5985.95996 [1465] validation_0-mae:4108.71045 validation_1-mae:5986.09131 [1466] validation_0-mae:4107.78418 validation_1-mae:5986.05615 [1467] validation_0-mae:4107.15234 validation_1-mae:5986.08447 [1468] validation_0-mae:4106.91357 validation_1-mae:5986.02539 [1469] validation_0-mae:4106.60010 validation_1-mae:5986.12500 [1470] validation_0-mae:4106.17041 validation_1-mae:5985.99658 [1471] validation_0-mae:4105.50781 validation_1-mae:5986.04736 [1472] validation_0-mae:4104.35156 validation_1-mae:5985.76904 [1473] validation_0-mae:4103.86475 validation_1-mae:5985.74072 [1474] validation_0-mae:4103.65137 validation_1-mae:5985.73877 [1475] validation_0-mae:4103.29736 validation_1-mae:5985.82227 [1476] validation_0-mae:4102.53711 validation_1-mae:5986.30811 [1477] validation_0-mae:4102.00537 validation_1-mae:5985.94043 [1478] validation_0-mae:4101.67334 validation_1-mae:5985.84228 [1479] validation_0-mae:4101.07422 validation_1-mae:5986.04297 [1480] validation_0-mae:4099.05225 validation_1-mae:5985.80273 [1481] validation_0-mae:4097.43652 validation_1-mae:5985.79346 [1482] validation_0-mae:4096.76904 validation_1-mae:5986.20361 [1483] validation_0-mae:4095.88672 validation_1-mae:5985.98975 [1484] validation_0-mae:4095.44605 validation_1-mae:5985.89600 [1485] validation_0-mae:4094.83569 validation_1-mae:5986.00586 [1486] validation_0-mae:4094.11060 validation_1-mae:5985.88525 [1487] validation_0-mae:4092.90234 validation_1-mae:5985.71875 [1488] validation_0-mae:4092.78833 validation_1-mae:5985.67773 [1489] validation_0-mae:4092.33765 validation_1-mae:5985.54980 [1490] validation_0-mae:4091.75610 validation_1-mae:5985.55078 [1491] validation_0-mae:4090.28980 validation_1-mae:5985.39502 [1492] validation_0-mae:4089.37524 validation_1-mae:5985.35889 [1493] validation_0-mae:4088.53540 validation_1-mae:5985.22900 [1494] validation_0-mae:4087.65308 validation_1-mae:5985.01025 [1495] validation_0-mae:4086.36108 validation_1-mae:5984.59424 [1496] validation_0-mae:4085.26709 validation_1-mae:5984.97949 [1497] validation_0-mae:4084.75732 validation_1-mae:5985.08789 [1498] validation_0-mae:4083.33984 validation_1-mae:5984.93066 [1499] validation_0-mae:4082.41577 validation_1-mae:5984.69141 [1500] validation_0-mae:4081.95386 validation_1-mae:5984.63477 [1501] validation_0-mae:4080.52856 validation_1-mae:5985.39893 [1502] validation_0-mae:4079.30444 validation_1-mae:5984.77295 [1503] validation_0-mae:4077.60791 validation_1-mae:5984.35156 [1504] validation_0-mae:4077.12305 validation_1-mae:5984.17090 [1505] validation_0-mae:4075.91187 validation_1-mae:5983.97852 [1506] validation_0-mae:4074.81592 validation_1-mae:5984.43994 [1507] validation_0-mae:4074.10352 validation_1-mae:5984.76660 [1508] validation_0-mae:4073.71191 validation_1-mae:5984.73877 [1509] validation_0-mae:4072.80591 validation_1-mae:5984.81348 [1510] validation_0-mae:4072.39258 validation_1-mae:5984.86182 [1511] validation_0-mae:4071.39185 validation_1-mae:5984.58545 [1512] validation_0-mae:4070.80933 validation_1-mae:5984.22363 [1513] validation_0-mae:4070.79272 validation_1-mae:5984.23145 [1514] validation_0-mae:4070.55981 validation_1-mae:5984.12158 [1515] validation_0-mae:4070.05029 validation_1-mae:5983.99023 [1516] validation_0-mae:4069.60840 validation_1-mae:5984.02539 [1517] validation_0-mae:4068.71777 validation_1-mae:5983.45801 [1518] validation_0-mae:4067.51733 validation_1-mae:5983.33789 [1519] validation_0-mae:4066.43408 validation_1-mae:5982.90478 [1520] validation_0-mae:4064.81177 validation_1-mae:5982.79541 [1521] validation_0-mae:4063.37305 validation_1-mae:5983.09570 [1522] validation_0-mae:4062.18774 validation_1-mae:5982.94043 [1523] validation_0-mae:4060.73999 validation_1-mae:5982.86133 [1524] validation_0-mae:4059.39331 validation_1-mae:5983.28760 [1525] validation_0-mae:4058.14331 validation_1-mae:5982.96533 [1526] validation_0-mae:4057.52783 validation_1-mae:5983.02100 [1527] validation_0-mae:4057.27466 validation_1-mae:5983.20312 [1528] validation_0-mae:4056.42773 validation_1-mae:5983.04688 [1529] validation_0-mae:4055.27661 validation_1-mae:5982.52588 [1530] validation_0-mae:4054.84033 validation_1-mae:5982.56982 [1531] validation_0-mae:4054.14746 validation_1-mae:5982.81982 [1532] validation_0-mae:4053.50781 validation_1-mae:5982.82764 [1533] validation_0-mae:4052.28027 validation_1-mae:5982.76367 [1534] validation_0-mae:4051.90234 validation_1-mae:5983.13135 [1535] validation_0-mae:4051.19702 validation_1-mae:5983.36914 [1536] validation_0-mae:4050.85278 validation_1-mae:5983.31103 [1537] validation_0-mae:4050.67310 validation_1-mae:5983.25537 [1538] validation_0-mae:4050.04810 validation_1-mae:5983.11670 [1539] validation_0-mae:4049.83887 validation_1-mae:5983.36035 [1540] validation_0-mae:4048.83789 validation_1-mae:5982.92578 [1541] validation_0-mae:4048.47949 validation_1-mae:5982.83203 [1542] validation_0-mae:4047.11133 validation_1-mae:5982.66064 [1543] validation_0-mae:4046.32471 validation_1-mae:5982.28760 [1544] validation_0-mae:4045.98096 validation_1-mae:5982.12695 [1545] validation_0-mae:4045.60010 validation_1-mae:5982.00684 [1546] validation_0-mae:4045.27686 validation_1-mae:5981.99219 [1547] validation_0-mae:4044.51709 validation_1-mae:5981.71338 [1548] validation_0-mae:4043.59814 validation_1-mae:5981.56689 [1549] validation_0-mae:4042.60107 validation_1-mae:5981.73926 [1550] validation_0-mae:4041.65649 validation_1-mae:5981.69922 [1551] validation_0-mae:4041.12646 validation_1-mae:5981.83838 [1552] validation_0-mae:4040.87183 validation_1-mae:5982.02148 [1553] validation_0-mae:4039.94678 validation_1-mae:5981.81201 [1554] validation_0-mae:4038.95728 validation_1-mae:5981.32666 [1555] validation_0-mae:4038.32275 validation_1-mae:5981.05078 [1556] validation_0-mae:4037.82593 validation_1-mae:5980.99707 [1557] validation_0-mae:4036.71069 validation_1-mae:5981.27637 [1558] validation_0-mae:4035.34570 validation_1-mae:5981.23340 [1559] validation_0-mae:4034.28442 validation_1-mae:5981.21631 [1560] validation_0-mae:4033.53491 validation_1-mae:5980.90039 [1561] validation_0-mae:4032.88257 validation_1-mae:5981.00586 [1562] validation_0-mae:4031.39917 validation_1-mae:5981.30615 [1563] validation_0-mae:4030.24048 validation_1-mae:5981.12402 [1564] validation_0-mae:4029.84546 validation_1-mae:5981.32422 [1565] validation_0-mae:4028.79102 validation_1-mae:5981.19873 [1566] validation_0-mae:4028.17334 validation_1-mae:5981.20215 [1567] validation_0-mae:4027.57422 validation_1-mae:5981.22510 [1568] validation_0-mae:4026.14551 validation_1-mae:5980.31592 [1569] validation_0-mae:4024.49829 validation_1-mae:5979.88135 [1570] validation_0-mae:4023.58057 validation_1-mae:5979.80371 [1571] validation_0-mae:4022.82031 validation_1-mae:5979.40967 [1572] validation_0-mae:4021.53149 validation_1-mae:5979.82373 [1573] validation_0-mae:4020.78833 validation_1-mae:5979.75879 [1574] validation_0-mae:4020.22144 validation_1-mae:5979.63232 [1575] validation_0-mae:4019.50073 validation_1-mae:5979.83984 [1576] validation_0-mae:4018.54175 validation_1-mae:5980.14014 [1577] validation_0-mae:4017.91455 validation_1-mae:5979.96582 [1578] validation_0-mae:4016.39868 validation_1-mae:5979.04004 [1579] validation_0-mae:4015.83374 validation_1-mae:5979.01953 [1580] validation_0-mae:4015.12695 validation_1-mae:5979.06738 [1581] validation_0-mae:4014.82544 validation_1-mae:5979.00488 [1582] validation_0-mae:4014.26440 validation_1-mae:5978.83447 [1583] validation_0-mae:4013.51733 validation_1-mae:5978.89893 [1584] validation_0-mae:4013.11157 validation_1-mae:5978.84033 [1585] validation_0-mae:4012.59229 validation_1-mae:5978.98828 [1586] validation_0-mae:4012.07324 validation_1-mae:5978.93750 [1587] validation_0-mae:4010.35254 validation_1-mae:5978.70850 [1588] validation_0-mae:4009.08301 validation_1-mae:5978.34033 [1589] validation_0-mae:4008.12158 validation_1-mae:5978.24853 [1590] validation_0-mae:4007.67163 validation_1-mae:5978.65381 [1591] validation_0-mae:4006.95459 validation_1-mae:5979.12842 [1592] validation_0-mae:4005.94141 validation_1-mae:5979.19434 [1593] validation_0-mae:4005.20093 validation_1-mae:5979.45508 [1594] validation_0-mae:4004.04907 validation_1-mae:5979.22656 [1595] validation_0-mae:4003.20874 validation_1-mae:5979.47412 [1596] validation_0-mae:4002.80298 validation_1-mae:5979.62598 [1597] validation_0-mae:4001.89453 validation_1-mae:5979.89746 [1598] validation_0-mae:4001.03931 validation_1-mae:5979.91162 [1599] validation_0-mae:4000.17432 validation_1-mae:5979.91748 [1600] validation_0-mae:3998.92065 validation_1-mae:5979.99805 [1601] validation_0-mae:3998.17749 validation_1-mae:5980.00635 [1602] validation_0-mae:3997.69360 validation_1-mae:5979.90576 [1603] validation_0-mae:3997.21899 validation_1-mae:5980.31934 [1604] validation_0-mae:3996.50317 validation_1-mae:5980.60010 [1605] validation_0-mae:3996.21777 validation_1-mae:5980.62744 [1606] validation_0-mae:3995.94458 validation_1-mae:5980.59424 [1607] validation_0-mae:3995.36597 validation_1-mae:5980.38184 [1608] validation_0-mae:3995.03125 validation_1-mae:5980.19678 [1609] validation_0-mae:3994.85962 validation_1-mae:5980.28027 [1610] validation_0-mae:3993.47192 validation_1-mae:5980.30859 [1611] validation_0-mae:3991.91162 validation_1-mae:5979.76758 [1612] validation_0-mae:3991.29590 validation_1-mae:5979.71143 [1613] validation_0-mae:3990.20435 validation_1-mae:5979.68603 [1614] validation_0-mae:3989.56104 validation_1-mae:5979.96045 [1615] validation_0-mae:3988.39160 validation_1-mae:5979.30273 [1616] validation_0-mae:3987.81152 validation_1-mae:5979.06738 [1617] validation_0-mae:3986.29370 validation_1-mae:5979.33057 [1618] validation_0-mae:3985.43774 validation_1-mae:5979.33154 [1619] validation_0-mae:3984.91455 validation_1-mae:5979.03125 [1620] validation_0-mae:3983.97266 validation_1-mae:5978.90186 [1621] validation_0-mae:3983.40430 validation_1-mae:5978.97168 [1622] validation_0-mae:3982.55200 validation_1-mae:5978.62988 [1623] validation_0-mae:3981.38086 validation_1-mae:5978.46191 [1624] validation_0-mae:3980.49902 validation_1-mae:5978.26611 [1625] validation_0-mae:3979.58643 validation_1-mae:5978.03906 [1626] validation_0-mae:3978.66943 validation_1-mae:5977.75244 [1627] validation_0-mae:3978.15479 validation_1-mae:5977.75098 [1628] validation_0-mae:3977.59229 validation_1-mae:5977.68750 [1629] validation_0-mae:3976.77466 validation_1-mae:5978.02246 [1630] validation_0-mae:3976.22974 validation_1-mae:5977.86768 [1631] validation_0-mae:3975.35669 validation_1-mae:5977.75244 [1632] validation_0-mae:3974.17798 validation_1-mae:5977.43750 [1633] validation_0-mae:3973.48218 validation_1-mae:5977.67041 [1634] validation_0-mae:3972.37402 validation_1-mae:5977.36279 [1635] validation_0-mae:3971.84692 validation_1-mae:5977.32910 [1636] validation_0-mae:3970.53271 validation_1-mae:5976.80957 [1637] validation_0-mae:3969.55884 validation_1-mae:5976.50147 [1638] validation_0-mae:3969.23389 validation_1-mae:5976.43897 [1639] validation_0-mae:3968.50269 validation_1-mae:5976.90625 [1640] validation_0-mae:3967.98560 validation_1-mae:5976.77930 [1641] validation_0-mae:3967.43335 validation_1-mae:5976.85791 [1642] validation_0-mae:3966.84326 validation_1-mae:5976.86719 [1643] validation_0-mae:3965.85083 validation_1-mae:5976.72363 [1644] validation_0-mae:3965.22388 validation_1-mae:5977.13281 [1645] validation_0-mae:3964.51465 validation_1-mae:5977.42041 [1646] validation_0-mae:3963.92188 validation_1-mae:5977.20215 [1647] validation_0-mae:3963.27197 validation_1-mae:5977.20947 [1648] validation_0-mae:3962.54517 validation_1-mae:5977.23975 [1649] validation_0-mae:3961.96460 validation_1-mae:5977.30127 [1650] validation_0-mae:3961.26050 validation_1-mae:5977.61182 [1651] validation_0-mae:3960.79541 validation_1-mae:5977.66455 [1652] validation_0-mae:3959.92481 validation_1-mae:5977.94678 [1653] validation_0-mae:3959.28369 validation_1-mae:5977.82373 [1654] validation_0-mae:3958.20679 validation_1-mae:5977.50098 [1655] validation_0-mae:3957.30444 validation_1-mae:5977.27295 [1656] validation_0-mae:3956.40771 validation_1-mae:5977.37549 [1657] validation_0-mae:3955.54053 validation_1-mae:5977.52002 [1658] validation_0-mae:3954.62354 validation_1-mae:5977.34814 [1659] validation_0-mae:3954.08106 validation_1-mae:5977.21875 [1660] validation_0-mae:3953.38916 validation_1-mae:5977.42773 [1661] validation_0-mae:3951.46802 validation_1-mae:5977.31348 [1662] validation_0-mae:3950.53271 validation_1-mae:5977.68506 [1663] validation_0-mae:3949.90625 validation_1-mae:5977.66650 [1664] validation_0-mae:3948.86279 validation_1-mae:5977.80762 [1665] validation_0-mae:3948.30591 validation_1-mae:5977.79980 [1666] validation_0-mae:3947.56030 validation_1-mae:5977.79346 [1667] validation_0-mae:3946.44605 validation_1-mae:5977.93555 [1668] validation_0-mae:3945.01953 validation_1-mae:5978.32080 [1669] validation_0-mae:3944.43774 validation_1-mae:5978.22217 [1670] validation_0-mae:3943.93188 validation_1-mae:5978.54639 [1671] validation_0-mae:3942.31348 validation_1-mae:5978.53711 [1672] validation_0-mae:3941.65869 validation_1-mae:5978.60010 [1673] validation_0-mae:3941.17847 validation_1-mae:5978.39062 [1674] validation_0-mae:3940.33936 validation_1-mae:5978.20020 [1675] validation_0-mae:3939.87720 validation_1-mae:5978.05566 [1676] validation_0-mae:3939.35205 validation_1-mae:5977.94775 [1677] validation_0-mae:3938.66235 validation_1-mae:5977.76611 [1678] validation_0-mae:3937.94458 validation_1-mae:5977.89160 [1679] validation_0-mae:3936.93774 validation_1-mae:5977.54590 [1680] validation_0-mae:3935.95679 validation_1-mae:5977.45703 [1681] validation_0-mae:3935.48462 validation_1-mae:5977.06397 [1682] validation_0-mae:3934.39770 validation_1-mae:5976.98193 [1683] validation_0-mae:3933.57105 validation_1-mae:5976.77051 [1684] validation_0-mae:3932.85742 validation_1-mae:5977.17139 [1685] validation_0-mae:3932.56934 validation_1-mae:5977.24658 [1686] validation_0-mae:3932.23731 validation_1-mae:5977.25244 [1687] validation_0-mae:3931.44336 validation_1-mae:5977.59619 [1688] validation_0-mae:3930.48047 validation_1-mae:5977.95996 [1689] validation_0-mae:3930.10107 validation_1-mae:5978.10889 [1690] validation_0-mae:3929.58398 validation_1-mae:5978.04297 [1691] validation_0-mae:3928.76611 validation_1-mae:5977.69434 [1692] validation_0-mae:3927.94751 validation_1-mae:5977.43701 [1693] validation_0-mae:3927.56030 validation_1-mae:5977.52490 [1694] validation_0-mae:3926.70679 validation_1-mae:5977.71143 [1695] validation_0-mae:3925.95776 validation_1-mae:5977.76953 [1696] validation_0-mae:3925.08203 validation_1-mae:5977.71680 [1697] validation_0-mae:3924.33545 validation_1-mae:5978.32471 [1698] validation_0-mae:3923.50732 validation_1-mae:5978.21680 [1699] validation_0-mae:3922.88135 validation_1-mae:5978.20361 Dropping: gol [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.41113 [12] validation_0-mae:10304.22168 validation_1-mae:10106.14258 [13] validation_0-mae:9819.97461 validation_1-mae:9626.33984 [14] validation_0-mae:9418.90527 validation_1-mae:9235.68164 [15] validation_0-mae:9084.41894 validation_1-mae:8908.25391 [16] validation_0-mae:8802.76660 validation_1-mae:8636.84473 [17] validation_0-mae:8567.56836 validation_1-mae:8412.41309 [18] validation_0-mae:8374.73828 validation_1-mae:8224.23438 [19] validation_0-mae:8211.97070 validation_1-mae:8071.29590 [20] validation_0-mae:8069.25439 validation_1-mae:7940.15967 [21] validation_0-mae:7944.89600 validation_1-mae:7832.24023 [22] validation_0-mae:7846.75635 validation_1-mae:7745.81348 [23] validation_0-mae:7760.49268 validation_1-mae:7676.68457 [24] validation_0-mae:7676.77881 validation_1-mae:7598.33838 [25] validation_0-mae:7604.22461 validation_1-mae:7535.01758 [26] validation_0-mae:7548.76855 validation_1-mae:7488.23340 [27] validation_0-mae:7488.48926 validation_1-mae:7433.98047 [28] validation_0-mae:7439.25342 validation_1-mae:7392.89062 [29] validation_0-mae:7397.08154 validation_1-mae:7358.71875 [30] validation_0-mae:7361.37939 validation_1-mae:7328.25293 [31] validation_0-mae:7320.82324 validation_1-mae:7291.71289 [32] validation_0-mae:7292.41406 validation_1-mae:7274.24609 [33] validation_0-mae:7264.21240 validation_1-mae:7253.61670 [34] validation_0-mae:7233.89893 validation_1-mae:7233.65772 [35] validation_0-mae:7202.42920 validation_1-mae:7209.01416 [36] validation_0-mae:7185.20361 validation_1-mae:7195.59961 [37] validation_0-mae:7167.49853 validation_1-mae:7185.58398 [38] validation_0-mae:7142.06152 validation_1-mae:7164.08545 [39] validation_0-mae:7120.69287 validation_1-mae:7146.89893 [40] validation_0-mae:7102.86865 validation_1-mae:7136.53076 [41] validation_0-mae:7086.70312 validation_1-mae:7124.13623 [42] validation_0-mae:7069.58447 validation_1-mae:7113.39453 [43] validation_0-mae:7049.53027 validation_1-mae:7098.99658 [44] validation_0-mae:7037.05225 validation_1-mae:7088.21045 [45] validation_0-mae:7011.79150 validation_1-mae:7067.76709 [46] validation_0-mae:6988.35352 validation_1-mae:7047.96777 [47] validation_0-mae:6972.47510 validation_1-mae:7039.90039 [48] validation_0-mae:6947.78906 validation_1-mae:7021.43213 [49] validation_0-mae:6933.60693 validation_1-mae:7011.38135 [50] validation_0-mae:6915.68603 validation_1-mae:6998.45312 [51] validation_0-mae:6900.50488 validation_1-mae:6986.18262 [52] validation_0-mae:6889.22070 validation_1-mae:6980.47266 [53] validation_0-mae:6875.30420 validation_1-mae:6970.93457 [54] validation_0-mae:6865.28320 validation_1-mae:6966.75781 [55] validation_0-mae:6847.61328 validation_1-mae:6951.21143 [56] validation_0-mae:6830.91406 validation_1-mae:6936.87109 [57] validation_0-mae:6822.18506 validation_1-mae:6932.73828 [58] validation_0-mae:6810.73438 validation_1-mae:6922.24512 [59] validation_0-mae:6795.51123 validation_1-mae:6908.90478 [60] validation_0-mae:6783.21240 validation_1-mae:6898.02100 [61] validation_0-mae:6769.95068 validation_1-mae:6889.81006 [62] validation_0-mae:6758.53857 validation_1-mae:6882.53516 [63] validation_0-mae:6750.19775 validation_1-mae:6875.04688 [64] validation_0-mae:6736.40234 validation_1-mae:6867.00439 [65] validation_0-mae:6726.75439 validation_1-mae:6858.68897 [66] validation_0-mae:6716.69580 validation_1-mae:6851.64941 [67] validation_0-mae:6706.25537 validation_1-mae:6844.04248 [68] validation_0-mae:6697.82227 validation_1-mae:6837.64307 [69] validation_0-mae:6684.58057 validation_1-mae:6825.78613 [70] validation_0-mae:6671.89600 validation_1-mae:6814.94287 [71] validation_0-mae:6658.13184 validation_1-mae:6803.94238 [72] validation_0-mae:6648.90674 validation_1-mae:6797.03272 [73] validation_0-mae:6635.06299 validation_1-mae:6789.08105 [74] validation_0-mae:6627.94482 validation_1-mae:6783.34375 [75] validation_0-mae:6617.52734 validation_1-mae:6775.06397 [76] validation_0-mae:6613.18359 validation_1-mae:6772.97070 [77] validation_0-mae:6602.50195 validation_1-mae:6763.86084 [78] validation_0-mae:6594.98486 validation_1-mae:6758.78027 [79] validation_0-mae:6583.89160 validation_1-mae:6751.97900 [80] validation_0-mae:6577.75586 validation_1-mae:6747.81641 [81] validation_0-mae:6569.56055 validation_1-mae:6741.44629 [82] validation_0-mae:6557.18164 validation_1-mae:6734.36670 [83] validation_0-mae:6550.23877 validation_1-mae:6730.80908 [84] validation_0-mae:6538.82080 validation_1-mae:6719.42236 [85] validation_0-mae:6532.27002 validation_1-mae:6714.83447 [86] validation_0-mae:6520.38770 validation_1-mae:6705.77246 [87] validation_0-mae:6513.76709 validation_1-mae:6701.52783 [88] validation_0-mae:6506.34912 validation_1-mae:6695.02197 [89] validation_0-mae:6498.71240 validation_1-mae:6690.01514 [90] validation_0-mae:6491.40137 validation_1-mae:6683.55127 [91] validation_0-mae:6482.50342 validation_1-mae:6678.66943 [92] validation_0-mae:6475.44922 validation_1-mae:6675.14990 [93] validation_0-mae:6464.80273 validation_1-mae:6668.56103 [94] validation_0-mae:6459.96191 validation_1-mae:6664.95312 [95] validation_0-mae:6453.39502 validation_1-mae:6660.86865 [96] validation_0-mae:6444.99365 validation_1-mae:6656.87109 [97] validation_0-mae:6438.08350 validation_1-mae:6653.86133 [98] validation_0-mae:6431.55615 validation_1-mae:6648.60205 [99] validation_0-mae:6426.20850 validation_1-mae:6645.20947 [100] validation_0-mae:6419.52881 validation_1-mae:6642.25391 [101] validation_0-mae:6412.38135 validation_1-mae:6636.54492 [102] validation_0-mae:6403.55811 validation_1-mae:6629.44873 [103] validation_0-mae:6399.48389 validation_1-mae:6626.41650 [104] validation_0-mae:6389.62598 validation_1-mae:6617.64893 [105] validation_0-mae:6385.44922 validation_1-mae:6615.23242 [106] validation_0-mae:6377.02686 validation_1-mae:6610.88281 [107] validation_0-mae:6374.41162 validation_1-mae:6609.41016 [108] validation_0-mae:6368.49853 validation_1-mae:6606.62842 [109] validation_0-mae:6362.10059 validation_1-mae:6601.42041 [110] validation_0-mae:6355.00147 validation_1-mae:6595.64648 [111] validation_0-mae:6349.70117 validation_1-mae:6594.14160 [112] validation_0-mae:6346.35205 validation_1-mae:6591.04834 [113] validation_0-mae:6343.72168 validation_1-mae:6589.71191 [114] validation_0-mae:6338.62402 validation_1-mae:6587.14307 [115] validation_0-mae:6333.10156 validation_1-mae:6585.84717 [116] validation_0-mae:6327.27490 validation_1-mae:6582.64844 [117] validation_0-mae:6321.02637 validation_1-mae:6578.79150 [118] validation_0-mae:6316.97217 validation_1-mae:6577.35449 [119] validation_0-mae:6312.82373 validation_1-mae:6575.08057 [120] validation_0-mae:6302.85156 validation_1-mae:6569.37207 [121] validation_0-mae:6295.48926 validation_1-mae:6564.41797 [122] validation_0-mae:6290.27832 validation_1-mae:6560.94531 [123] validation_0-mae:6282.89355 validation_1-mae:6555.94922 [124] validation_0-mae:6277.28857 validation_1-mae:6552.93994 [125] validation_0-mae:6270.38623 validation_1-mae:6547.23242 [126] validation_0-mae:6261.89697 validation_1-mae:6540.71094 [127] validation_0-mae:6255.54590 validation_1-mae:6536.29443 [128] validation_0-mae:6253.61230 validation_1-mae:6534.57324 [129] validation_0-mae:6246.02783 validation_1-mae:6533.93799 [130] validation_0-mae:6241.00537 validation_1-mae:6531.03662 [131] validation_0-mae:6237.44385 validation_1-mae:6529.67139 [132] validation_0-mae:6232.68750 validation_1-mae:6526.97705 [133] validation_0-mae:6229.13477 validation_1-mae:6525.12158 [134] validation_0-mae:6224.66553 validation_1-mae:6523.49707 [135] validation_0-mae:6220.33057 validation_1-mae:6521.33008 [136] validation_0-mae:6215.73779 validation_1-mae:6519.23877 [137] validation_0-mae:6211.17578 validation_1-mae:6516.45459 [138] validation_0-mae:6208.73730 validation_1-mae:6515.22705 [139] validation_0-mae:6204.19092 validation_1-mae:6512.40186 [140] validation_0-mae:6201.77734 validation_1-mae:6511.13037 [141] validation_0-mae:6195.97754 validation_1-mae:6511.25830 [142] validation_0-mae:6192.62549 validation_1-mae:6509.77344 [143] validation_0-mae:6185.88135 validation_1-mae:6506.19092 [144] validation_0-mae:6177.09277 validation_1-mae:6499.23877 [145] validation_0-mae:6171.16455 validation_1-mae:6495.69873 [146] validation_0-mae:6167.95361 validation_1-mae:6495.53076 [147] validation_0-mae:6164.99658 validation_1-mae:6493.32861 [148] validation_0-mae:6160.65186 validation_1-mae:6490.82422 [149] validation_0-mae:6159.42725 validation_1-mae:6489.64551 [150] validation_0-mae:6154.45312 validation_1-mae:6487.41846 [151] validation_0-mae:6150.60938 validation_1-mae:6486.93115 [152] validation_0-mae:6148.99316 validation_1-mae:6486.91211 [153] validation_0-mae:6145.61572 validation_1-mae:6484.11426 [154] validation_0-mae:6139.96289 validation_1-mae:6482.05859 [155] validation_0-mae:6135.83789 validation_1-mae:6478.77832 [156] validation_0-mae:6127.27783 validation_1-mae:6471.54492 [157] validation_0-mae:6122.98389 validation_1-mae:6469.52490 [158] validation_0-mae:6119.12500 validation_1-mae:6467.56689 [159] validation_0-mae:6113.56494 validation_1-mae:6465.07324 [160] validation_0-mae:6109.47900 validation_1-mae:6463.18066 [161] validation_0-mae:6106.70508 validation_1-mae:6461.63477 [162] validation_0-mae:6103.85107 validation_1-mae:6459.89893 [163] validation_0-mae:6101.89795 validation_1-mae:6459.70801 [164] validation_0-mae:6098.53809 validation_1-mae:6458.30273 [165] validation_0-mae:6095.07178 validation_1-mae:6456.50879 [166] validation_0-mae:6090.83496 validation_1-mae:6454.64014 [167] validation_0-mae:6089.28955 validation_1-mae:6452.89551 [168] validation_0-mae:6079.29932 validation_1-mae:6444.55859 [169] validation_0-mae:6075.72168 validation_1-mae:6443.32373 [170] validation_0-mae:6073.07666 validation_1-mae:6443.00342 [171] validation_0-mae:6066.46631 validation_1-mae:6440.23682 [172] validation_0-mae:6064.08252 validation_1-mae:6439.86621 [173] validation_0-mae:6059.44922 validation_1-mae:6438.45020 [174] validation_0-mae:6053.91260 validation_1-mae:6434.56982 [175] validation_0-mae:6051.99121 validation_1-mae:6434.34082 [176] validation_0-mae:6048.35352 validation_1-mae:6434.00391 [177] validation_0-mae:6043.49512 validation_1-mae:6431.65869 [178] validation_0-mae:6040.12109 validation_1-mae:6431.10547 [179] validation_0-mae:6036.21094 validation_1-mae:6427.89795 [180] validation_0-mae:6029.94727 validation_1-mae:6422.21680 [181] validation_0-mae:6025.03955 validation_1-mae:6420.25195 [182] validation_0-mae:6020.96484 validation_1-mae:6417.71143 [183] validation_0-mae:6018.97461 validation_1-mae:6417.13086 [184] validation_0-mae:6014.05908 validation_1-mae:6415.14941 [185] validation_0-mae:6011.38135 validation_1-mae:6413.49658 [186] validation_0-mae:6008.91553 validation_1-mae:6413.30859 [187] validation_0-mae:6004.39404 validation_1-mae:6410.88379 [188] validation_0-mae:6001.45898 validation_1-mae:6409.56592 [189] validation_0-mae:5996.42822 validation_1-mae:6407.57324 [190] validation_0-mae:5993.27539 validation_1-mae:6407.32617 [191] validation_0-mae:5990.29932 validation_1-mae:6406.93457 [192] validation_0-mae:5987.77490 validation_1-mae:6405.63330 [193] validation_0-mae:5983.97607 validation_1-mae:6405.22363 [194] validation_0-mae:5980.78516 validation_1-mae:6403.03564 [195] validation_0-mae:5976.54639 validation_1-mae:6401.40967 [196] validation_0-mae:5973.14746 validation_1-mae:6400.03223 [197] validation_0-mae:5972.27246 validation_1-mae:6399.30811 [198] validation_0-mae:5966.98584 validation_1-mae:6396.58057 [199] validation_0-mae:5963.14551 validation_1-mae:6395.31494 [200] validation_0-mae:5960.52295 validation_1-mae:6394.38770 [201] validation_0-mae:5956.37158 validation_1-mae:6393.42578 [202] validation_0-mae:5954.24268 validation_1-mae:6392.05029 [203] validation_0-mae:5951.87500 validation_1-mae:6390.81445 [204] validation_0-mae:5947.59522 validation_1-mae:6389.01270 [205] validation_0-mae:5943.78125 validation_1-mae:6387.35889 [206] validation_0-mae:5939.28809 validation_1-mae:6386.21143 [207] validation_0-mae:5937.73730 validation_1-mae:6385.91260 [208] validation_0-mae:5933.85889 validation_1-mae:6383.63525 [209] validation_0-mae:5932.81689 validation_1-mae:6383.85010 [210] validation_0-mae:5927.56494 validation_1-mae:6381.57910 [211] validation_0-mae:5923.22656 validation_1-mae:6380.33691 [212] validation_0-mae:5920.55322 validation_1-mae:6379.14160 [213] validation_0-mae:5916.71484 validation_1-mae:6378.73096 [214] validation_0-mae:5911.85742 validation_1-mae:6375.48779 [215] validation_0-mae:5908.77539 validation_1-mae:6374.33691 [216] validation_0-mae:5906.39697 validation_1-mae:6372.92236 [217] validation_0-mae:5901.16455 validation_1-mae:6371.95117 [218] validation_0-mae:5898.54932 validation_1-mae:6370.93603 [219] validation_0-mae:5896.71143 validation_1-mae:6370.08545 [220] validation_0-mae:5892.88281 validation_1-mae:6368.73242 [221] validation_0-mae:5889.65088 validation_1-mae:6367.34961 [222] validation_0-mae:5888.25537 validation_1-mae:6366.61182 [223] validation_0-mae:5886.73438 validation_1-mae:6365.73535 [224] validation_0-mae:5884.06201 validation_1-mae:6365.27246 [225] validation_0-mae:5881.89062 validation_1-mae:6365.59131 [226] validation_0-mae:5880.42188 validation_1-mae:6365.23730 [227] validation_0-mae:5876.44238 validation_1-mae:6362.59766 [228] validation_0-mae:5873.16113 validation_1-mae:6360.68799 [229] validation_0-mae:5867.67725 validation_1-mae:6360.14014 [230] validation_0-mae:5862.87891 validation_1-mae:6359.10791 [231] validation_0-mae:5860.14160 validation_1-mae:6357.88770 [232] validation_0-mae:5851.95898 validation_1-mae:6351.64111 [233] validation_0-mae:5848.76611 validation_1-mae:6350.88428 [234] validation_0-mae:5844.56689 validation_1-mae:6347.08984 [235] validation_0-mae:5842.91602 validation_1-mae:6346.81543 [236] validation_0-mae:5839.91992 validation_1-mae:6345.76855 [237] validation_0-mae:5835.08447 validation_1-mae:6343.63086 [238] validation_0-mae:5831.16357 validation_1-mae:6342.29590 [239] validation_0-mae:5826.38477 validation_1-mae:6339.31738 [240] validation_0-mae:5823.56982 validation_1-mae:6338.06836 [241] validation_0-mae:5821.23535 validation_1-mae:6337.28174 [242] validation_0-mae:5818.64160 validation_1-mae:6335.88965 [243] validation_0-mae:5816.47900 validation_1-mae:6334.53076 [244] validation_0-mae:5815.36768 validation_1-mae:6334.89697 [245] validation_0-mae:5808.35889 validation_1-mae:6329.13086 [246] validation_0-mae:5804.72998 validation_1-mae:6327.06934 [247] validation_0-mae:5801.64551 validation_1-mae:6325.13232 [248] validation_0-mae:5797.23096 validation_1-mae:6322.80811 [249] validation_0-mae:5795.42188 validation_1-mae:6322.15967 [250] validation_0-mae:5792.36279 validation_1-mae:6320.29590 [251] validation_0-mae:5790.05420 validation_1-mae:6319.24951 [252] validation_0-mae:5789.32520 validation_1-mae:6318.79150 [253] validation_0-mae:5787.20654 validation_1-mae:6318.69824 [254] validation_0-mae:5784.60303 validation_1-mae:6317.41357 [255] validation_0-mae:5782.04834 validation_1-mae:6316.58154 [256] validation_0-mae:5781.12793 validation_1-mae:6316.48828 [257] validation_0-mae:5778.33691 validation_1-mae:6315.63721 [258] validation_0-mae:5776.23242 validation_1-mae:6314.88721 [259] validation_0-mae:5773.52637 validation_1-mae:6314.20801 [260] validation_0-mae:5771.07959 validation_1-mae:6315.14990 [261] validation_0-mae:5769.02978 validation_1-mae:6314.56543 [262] validation_0-mae:5768.37012 validation_1-mae:6314.47656 [263] validation_0-mae:5764.32227 validation_1-mae:6313.09326 [264] validation_0-mae:5760.11084 validation_1-mae:6310.69629 [265] validation_0-mae:5754.77100 validation_1-mae:6308.39160 [266] validation_0-mae:5752.87012 validation_1-mae:6307.31689 [267] validation_0-mae:5750.94434 validation_1-mae:6308.31397 [268] validation_0-mae:5747.03272 validation_1-mae:6306.25439 [269] validation_0-mae:5744.73877 validation_1-mae:6305.02490 [270] validation_0-mae:5741.11035 validation_1-mae:6302.90723 [271] validation_0-mae:5736.17871 validation_1-mae:6300.36133 [272] validation_0-mae:5735.06397 validation_1-mae:6299.87012 [273] validation_0-mae:5732.68848 validation_1-mae:6299.12256 [274] validation_0-mae:5729.68213 validation_1-mae:6297.64404 [275] validation_0-mae:5728.12891 validation_1-mae:6297.46533 [276] validation_0-mae:5725.68603 validation_1-mae:6296.46387 [277] validation_0-mae:5723.85156 validation_1-mae:6296.14551 [278] validation_0-mae:5721.68652 validation_1-mae:6295.24707 [279] validation_0-mae:5721.09180 validation_1-mae:6294.88477 [280] validation_0-mae:5718.90820 validation_1-mae:6294.14014 [281] validation_0-mae:5712.42188 validation_1-mae:6288.86572 [282] validation_0-mae:5710.82324 validation_1-mae:6288.22070 [283] validation_0-mae:5709.69482 validation_1-mae:6287.74658 [284] validation_0-mae:5707.55371 validation_1-mae:6287.29102 [285] validation_0-mae:5704.69385 validation_1-mae:6287.65723 [286] validation_0-mae:5700.49316 validation_1-mae:6285.59961 [287] validation_0-mae:5698.08789 validation_1-mae:6285.38623 [288] validation_0-mae:5696.40820 validation_1-mae:6284.46777 [289] validation_0-mae:5693.44482 validation_1-mae:6282.21631 [290] validation_0-mae:5689.60596 validation_1-mae:6280.07471 [291] validation_0-mae:5686.66504 validation_1-mae:6278.40576 [292] validation_0-mae:5682.74072 validation_1-mae:6274.47070 [293] validation_0-mae:5678.62939 validation_1-mae:6271.64014 [294] validation_0-mae:5676.63770 validation_1-mae:6271.05371 [295] validation_0-mae:5674.06494 validation_1-mae:6269.72852 [296] validation_0-mae:5669.39453 validation_1-mae:6268.35254 [297] validation_0-mae:5667.36377 validation_1-mae:6267.70850 [298] validation_0-mae:5664.77686 validation_1-mae:6267.25147 [299] validation_0-mae:5664.58496 validation_1-mae:6267.48486 [300] validation_0-mae:5660.33447 validation_1-mae:6265.04834 [301] validation_0-mae:5658.02441 validation_1-mae:6265.05615 [302] validation_0-mae:5656.06543 validation_1-mae:6264.69238 [303] validation_0-mae:5654.04883 validation_1-mae:6264.92676 [304] validation_0-mae:5649.90869 validation_1-mae:6262.24365 [305] validation_0-mae:5648.02637 validation_1-mae:6261.76025 [306] validation_0-mae:5644.88770 validation_1-mae:6258.93799 [307] validation_0-mae:5643.07764 validation_1-mae:6258.34522 [308] validation_0-mae:5640.44238 validation_1-mae:6257.90674 [309] validation_0-mae:5638.85547 validation_1-mae:6257.21240 [310] validation_0-mae:5635.87647 validation_1-mae:6255.44531 [311] validation_0-mae:5632.48682 validation_1-mae:6253.47559 [312] validation_0-mae:5629.04102 validation_1-mae:6252.23047 [313] validation_0-mae:5625.11328 validation_1-mae:6251.23486 [314] validation_0-mae:5622.16992 validation_1-mae:6250.89453 [315] validation_0-mae:5619.19141 validation_1-mae:6250.07910 [316] validation_0-mae:5618.24316 validation_1-mae:6249.72803 [317] validation_0-mae:5612.46924 validation_1-mae:6246.33105 [318] validation_0-mae:5609.77930 validation_1-mae:6245.25195 [319] validation_0-mae:5606.07422 validation_1-mae:6243.70459 [320] validation_0-mae:5604.80859 validation_1-mae:6243.45459 [321] validation_0-mae:5603.83105 validation_1-mae:6243.18262 [322] validation_0-mae:5603.22022 validation_1-mae:6243.28174 [323] validation_0-mae:5600.54102 validation_1-mae:6241.23389 [324] validation_0-mae:5598.67090 validation_1-mae:6240.49365 [325] validation_0-mae:5596.42725 validation_1-mae:6240.65918 [326] validation_0-mae:5592.92627 validation_1-mae:6238.47559 [327] validation_0-mae:5590.85449 validation_1-mae:6236.85107 [328] validation_0-mae:5589.17139 validation_1-mae:6237.04883 [329] validation_0-mae:5584.99268 validation_1-mae:6234.53467 [330] validation_0-mae:5582.39795 validation_1-mae:6234.14551 [331] validation_0-mae:5580.78857 validation_1-mae:6234.06738 [332] validation_0-mae:5577.67139 validation_1-mae:6233.96533 [333] validation_0-mae:5574.19092 validation_1-mae:6233.34180 [334] validation_0-mae:5571.80859 validation_1-mae:6232.66699 [335] validation_0-mae:5570.11719 validation_1-mae:6232.05908 [336] validation_0-mae:5568.54150 validation_1-mae:6231.83740 [337] validation_0-mae:5566.49414 validation_1-mae:6231.19482 [338] validation_0-mae:5565.86865 validation_1-mae:6230.51953 [339] validation_0-mae:5563.81787 validation_1-mae:6229.55957 [340] validation_0-mae:5561.66602 validation_1-mae:6229.72998 [341] validation_0-mae:5560.19824 validation_1-mae:6229.26953 [342] validation_0-mae:5558.73877 validation_1-mae:6229.38281 [343] validation_0-mae:5557.63965 validation_1-mae:6228.84766 [344] validation_0-mae:5555.85205 validation_1-mae:6228.59814 [345] validation_0-mae:5553.62353 validation_1-mae:6228.30420 [346] validation_0-mae:5550.77539 validation_1-mae:6227.42920 [347] validation_0-mae:5548.82275 validation_1-mae:6226.82471 [348] validation_0-mae:5546.21924 validation_1-mae:6223.96973 [349] validation_0-mae:5541.09082 validation_1-mae:6220.38184 [350] validation_0-mae:5538.45605 validation_1-mae:6218.91650 [351] validation_0-mae:5536.49707 validation_1-mae:6219.00537 [352] validation_0-mae:5533.92725 validation_1-mae:6218.49023 [353] validation_0-mae:5533.57373 validation_1-mae:6218.38379 [354] validation_0-mae:5531.44629 validation_1-mae:6218.35498 [355] validation_0-mae:5529.00586 validation_1-mae:6217.48877 [356] validation_0-mae:5526.92578 validation_1-mae:6216.26904 [357] validation_0-mae:5525.11670 validation_1-mae:6216.65820 [358] validation_0-mae:5524.37500 validation_1-mae:6216.01904 [359] validation_0-mae:5523.20898 validation_1-mae:6215.87305 [360] validation_0-mae:5521.31689 validation_1-mae:6216.08594 [361] validation_0-mae:5518.73535 validation_1-mae:6215.77930 [362] validation_0-mae:5517.37012 validation_1-mae:6215.39355 [363] validation_0-mae:5515.11963 validation_1-mae:6214.62988 [364] validation_0-mae:5514.68848 validation_1-mae:6214.49756 [365] validation_0-mae:5511.91064 validation_1-mae:6213.30664 [366] validation_0-mae:5509.10547 validation_1-mae:6212.12061 [367] validation_0-mae:5506.83398 validation_1-mae:6211.46436 [368] validation_0-mae:5504.66113 validation_1-mae:6210.51758 [369] validation_0-mae:5502.63916 validation_1-mae:6210.35205 [370] validation_0-mae:5500.31885 validation_1-mae:6209.96436 [371] validation_0-mae:5497.73828 validation_1-mae:6209.40527 [372] validation_0-mae:5495.29492 validation_1-mae:6208.57275 [373] validation_0-mae:5492.29102 validation_1-mae:6208.92383 [374] validation_0-mae:5491.87744 validation_1-mae:6208.76465 [375] validation_0-mae:5491.09277 validation_1-mae:6209.25098 [376] validation_0-mae:5489.80518 validation_1-mae:6208.93945 [377] validation_0-mae:5488.10498 validation_1-mae:6208.12891 [378] validation_0-mae:5484.10059 validation_1-mae:6206.07764 [379] validation_0-mae:5481.98291 validation_1-mae:6205.67480 [380] validation_0-mae:5480.17871 validation_1-mae:6204.86670 [381] validation_0-mae:5478.99707 validation_1-mae:6204.94531 [382] validation_0-mae:5477.09668 validation_1-mae:6204.49121 [383] validation_0-mae:5474.65674 validation_1-mae:6203.22412 [384] validation_0-mae:5473.21973 validation_1-mae:6203.11865 [385] validation_0-mae:5470.28857 validation_1-mae:6201.34814 [386] validation_0-mae:5468.52832 validation_1-mae:6201.25537 [387] validation_0-mae:5466.01807 validation_1-mae:6200.08203 [388] validation_0-mae:5461.99951 validation_1-mae:6198.27783 [389] validation_0-mae:5461.53076 validation_1-mae:6198.01465 [390] validation_0-mae:5459.66357 validation_1-mae:6197.89111 [391] validation_0-mae:5457.88672 validation_1-mae:6197.25781 [392] validation_0-mae:5456.30957 validation_1-mae:6197.40772 [393] validation_0-mae:5455.17725 validation_1-mae:6197.89404 [394] validation_0-mae:5450.84033 validation_1-mae:6197.22168 [395] validation_0-mae:5449.42041 validation_1-mae:6196.44531 [396] validation_0-mae:5448.89404 validation_1-mae:6195.69043 [397] validation_0-mae:5446.92432 validation_1-mae:6195.41553 [398] validation_0-mae:5445.32080 validation_1-mae:6194.43164 [399] validation_0-mae:5444.45898 validation_1-mae:6194.94141 [400] validation_0-mae:5442.95703 validation_1-mae:6194.27539 [401] validation_0-mae:5441.47314 validation_1-mae:6193.34082 [402] validation_0-mae:5439.83789 validation_1-mae:6193.40625 [403] validation_0-mae:5435.76953 validation_1-mae:6191.40186 [404] validation_0-mae:5434.61670 validation_1-mae:6190.95752 [405] validation_0-mae:5432.92871 validation_1-mae:6189.57373 [406] validation_0-mae:5430.40820 validation_1-mae:6188.74853 [407] validation_0-mae:5428.28467 validation_1-mae:6187.72412 [408] validation_0-mae:5427.35156 validation_1-mae:6187.28613 [409] validation_0-mae:5425.70459 validation_1-mae:6186.91504 [410] validation_0-mae:5423.56982 validation_1-mae:6186.95264 [411] validation_0-mae:5420.94043 validation_1-mae:6186.11865 [412] validation_0-mae:5420.22217 validation_1-mae:6186.14941 [413] validation_0-mae:5419.26465 validation_1-mae:6186.29932 [414] validation_0-mae:5416.66992 validation_1-mae:6185.65967 [415] validation_0-mae:5414.03320 validation_1-mae:6184.44873 [416] validation_0-mae:5412.76074 validation_1-mae:6184.19873 [417] validation_0-mae:5412.07812 validation_1-mae:6184.89551 [418] validation_0-mae:5410.04053 validation_1-mae:6183.20459 [419] validation_0-mae:5408.58545 validation_1-mae:6183.01416 [420] validation_0-mae:5403.38428 validation_1-mae:6182.71582 [421] validation_0-mae:5401.76221 validation_1-mae:6182.55811 [422] validation_0-mae:5397.51221 validation_1-mae:6179.54492 [423] validation_0-mae:5395.83594 validation_1-mae:6178.80029 [424] validation_0-mae:5394.57422 validation_1-mae:6178.29688 [425] validation_0-mae:5392.80908 validation_1-mae:6177.45264 [426] validation_0-mae:5392.42139 validation_1-mae:6177.38965 [427] validation_0-mae:5391.19580 validation_1-mae:6177.41650 [428] validation_0-mae:5388.42285 validation_1-mae:6175.67578 [429] validation_0-mae:5386.46338 validation_1-mae:6174.49512 [430] validation_0-mae:5383.42188 validation_1-mae:6173.12109 [431] validation_0-mae:5381.82666 validation_1-mae:6172.41504 [432] validation_0-mae:5378.26953 validation_1-mae:6171.41748 [433] validation_0-mae:5375.60693 validation_1-mae:6170.13037 [434] validation_0-mae:5373.65137 validation_1-mae:6169.49121 [435] validation_0-mae:5371.77246 validation_1-mae:6168.81934 [436] validation_0-mae:5371.18750 validation_1-mae:6168.44873 [437] validation_0-mae:5369.78027 validation_1-mae:6167.59033 [438] validation_0-mae:5368.35205 validation_1-mae:6167.13721 [439] validation_0-mae:5367.37207 validation_1-mae:6167.10889 [440] validation_0-mae:5365.49316 validation_1-mae:6167.41406 [441] validation_0-mae:5362.97363 validation_1-mae:6166.55566 [442] validation_0-mae:5360.43018 validation_1-mae:6166.04980 [443] validation_0-mae:5357.78809 validation_1-mae:6165.57324 [444] validation_0-mae:5356.44336 validation_1-mae:6165.75098 [445] validation_0-mae:5353.90478 validation_1-mae:6165.93945 [446] validation_0-mae:5350.81445 validation_1-mae:6164.48828 [447] validation_0-mae:5349.35449 validation_1-mae:6164.40576 [448] validation_0-mae:5347.35352 validation_1-mae:6164.26904 [449] validation_0-mae:5345.70898 validation_1-mae:6163.20166 [450] validation_0-mae:5344.26221 validation_1-mae:6163.20947 [451] validation_0-mae:5342.44775 validation_1-mae:6162.83887 [452] validation_0-mae:5339.72656 validation_1-mae:6160.90039 [453] validation_0-mae:5336.65527 validation_1-mae:6159.65625 [454] validation_0-mae:5334.77881 validation_1-mae:6158.80273 [455] validation_0-mae:5333.02637 validation_1-mae:6159.70752 [456] validation_0-mae:5331.70752 validation_1-mae:6159.88525 [457] validation_0-mae:5330.92480 validation_1-mae:6159.59961 [458] validation_0-mae:5329.16846 validation_1-mae:6158.83008 [459] validation_0-mae:5328.55859 validation_1-mae:6158.79053 [460] validation_0-mae:5326.20166 validation_1-mae:6157.79541 [461] validation_0-mae:5323.96240 validation_1-mae:6157.45264 [462] validation_0-mae:5323.54004 validation_1-mae:6157.33984 [463] validation_0-mae:5322.56787 validation_1-mae:6157.10254 [464] validation_0-mae:5320.91748 validation_1-mae:6157.13379 [465] validation_0-mae:5319.81738 validation_1-mae:6157.36133 [466] validation_0-mae:5318.82520 validation_1-mae:6157.17578 [467] validation_0-mae:5317.19971 validation_1-mae:6156.63330 [468] validation_0-mae:5314.92285 validation_1-mae:6156.56592 [469] validation_0-mae:5311.53906 validation_1-mae:6155.64209 [470] validation_0-mae:5308.60938 validation_1-mae:6154.78223 [471] validation_0-mae:5307.51221 validation_1-mae:6154.73926 [472] validation_0-mae:5306.09814 validation_1-mae:6154.00391 [473] validation_0-mae:5303.76465 validation_1-mae:6153.61084 [474] validation_0-mae:5301.05713 validation_1-mae:6152.98340 [475] validation_0-mae:5299.94141 validation_1-mae:6153.12744 [476] validation_0-mae:5298.35547 validation_1-mae:6154.32861 [477] validation_0-mae:5298.16650 validation_1-mae:6154.30029 [478] validation_0-mae:5297.29639 validation_1-mae:6154.41992 [479] validation_0-mae:5295.86719 validation_1-mae:6153.50928 [480] validation_0-mae:5292.94922 validation_1-mae:6151.81787 [481] validation_0-mae:5290.79150 validation_1-mae:6151.73486 [482] validation_0-mae:5289.29541 validation_1-mae:6151.62061 [483] validation_0-mae:5287.61133 validation_1-mae:6151.06201 [484] validation_0-mae:5285.89355 validation_1-mae:6150.97949 [485] validation_0-mae:5284.65967 validation_1-mae:6151.01953 [486] validation_0-mae:5282.54150 validation_1-mae:6149.98779 [487] validation_0-mae:5281.34277 validation_1-mae:6149.61328 [488] validation_0-mae:5280.54346 validation_1-mae:6149.77441 [489] validation_0-mae:5279.22900 validation_1-mae:6149.24756 [490] validation_0-mae:5278.21289 validation_1-mae:6149.51904 [491] validation_0-mae:5276.17627 validation_1-mae:6147.87598 [492] validation_0-mae:5273.56055 validation_1-mae:6147.09766 [493] validation_0-mae:5271.82715 validation_1-mae:6147.93262 [494] validation_0-mae:5270.46094 validation_1-mae:6147.87451 [495] validation_0-mae:5269.47803 validation_1-mae:6147.72803 [496] validation_0-mae:5267.89111 validation_1-mae:6147.42676 [497] validation_0-mae:5267.19629 validation_1-mae:6147.58545 [498] validation_0-mae:5266.33691 validation_1-mae:6147.13184 [499] validation_0-mae:5265.35156 validation_1-mae:6147.16553 [500] validation_0-mae:5264.90625 validation_1-mae:6147.10010 [501] validation_0-mae:5263.80664 validation_1-mae:6147.18359 [502] validation_0-mae:5259.41064 validation_1-mae:6146.74805 [503] validation_0-mae:5257.46582 validation_1-mae:6145.93164 [504] validation_0-mae:5256.70703 validation_1-mae:6146.41162 [505] validation_0-mae:5254.93848 validation_1-mae:6146.16699 [506] validation_0-mae:5254.03174 validation_1-mae:6146.14111 [507] validation_0-mae:5251.30176 validation_1-mae:6143.91064 [508] validation_0-mae:5250.19922 validation_1-mae:6144.03662 [509] validation_0-mae:5248.54590 validation_1-mae:6143.23340 [510] validation_0-mae:5244.84863 validation_1-mae:6142.19434 [511] validation_0-mae:5242.56006 validation_1-mae:6141.22119 [512] validation_0-mae:5239.55273 validation_1-mae:6140.19971 [513] validation_0-mae:5238.27197 validation_1-mae:6140.18750 [514] validation_0-mae:5237.63086 validation_1-mae:6140.21289 [515] validation_0-mae:5237.08008 validation_1-mae:6139.92383 [516] validation_0-mae:5235.89111 validation_1-mae:6139.13965 [517] validation_0-mae:5233.78906 validation_1-mae:6139.60156 [518] validation_0-mae:5230.91406 validation_1-mae:6139.24365 [519] validation_0-mae:5228.00244 validation_1-mae:6138.01074 [520] validation_0-mae:5226.40039 validation_1-mae:6137.95068 [521] validation_0-mae:5223.81201 validation_1-mae:6137.92334 [522] validation_0-mae:5221.49805 validation_1-mae:6137.86572 [523] validation_0-mae:5218.82910 validation_1-mae:6136.02344 [524] validation_0-mae:5215.77490 validation_1-mae:6135.44141 [525] validation_0-mae:5213.40918 validation_1-mae:6134.59424 [526] validation_0-mae:5212.65723 validation_1-mae:6134.16797 [527] validation_0-mae:5211.02539 validation_1-mae:6134.38770 [528] validation_0-mae:5209.37842 validation_1-mae:6134.15772 [529] validation_0-mae:5207.32422 validation_1-mae:6133.02441 [530] validation_0-mae:5205.40723 validation_1-mae:6131.65332 [531] validation_0-mae:5204.22314 validation_1-mae:6130.69678 [532] validation_0-mae:5202.24512 validation_1-mae:6129.82812 [533] validation_0-mae:5200.52832 validation_1-mae:6129.49512 [534] validation_0-mae:5199.50586 validation_1-mae:6129.19287 [535] validation_0-mae:5198.30762 validation_1-mae:6129.16846 [536] validation_0-mae:5197.95264 validation_1-mae:6129.12012 [537] validation_0-mae:5196.64502 validation_1-mae:6128.45557 [538] validation_0-mae:5194.66162 validation_1-mae:6127.40088 [539] validation_0-mae:5193.55225 validation_1-mae:6127.17578 [540] validation_0-mae:5193.19922 validation_1-mae:6127.34961 [541] validation_0-mae:5192.00439 validation_1-mae:6126.91553 [542] validation_0-mae:5190.35791 validation_1-mae:6126.31787 [543] validation_0-mae:5189.70654 validation_1-mae:6126.19238 [544] validation_0-mae:5189.19092 validation_1-mae:6126.29199 [545] validation_0-mae:5187.15381 validation_1-mae:6125.47119 [546] validation_0-mae:5186.70898 validation_1-mae:6125.46728 [547] validation_0-mae:5184.10254 validation_1-mae:6124.45361 [548] validation_0-mae:5180.90283 validation_1-mae:6123.37061 [549] validation_0-mae:5179.33984 validation_1-mae:6122.72461 [550] validation_0-mae:5177.14160 validation_1-mae:6123.62353 [551] validation_0-mae:5175.79980 validation_1-mae:6122.93359 [552] validation_0-mae:5173.16016 validation_1-mae:6121.75244 [553] validation_0-mae:5169.88232 validation_1-mae:6120.70264 [554] validation_0-mae:5168.39160 validation_1-mae:6120.83838 [555] validation_0-mae:5166.51855 validation_1-mae:6120.57617 [556] validation_0-mae:5165.05566 validation_1-mae:6120.67236 [557] validation_0-mae:5163.79199 validation_1-mae:6120.76318 [558] validation_0-mae:5161.95605 validation_1-mae:6120.82471 [559] validation_0-mae:5161.74268 validation_1-mae:6120.85107 [560] validation_0-mae:5160.71387 validation_1-mae:6120.56103 [561] validation_0-mae:5159.42773 validation_1-mae:6120.42969 [562] validation_0-mae:5157.14746 validation_1-mae:6119.34863 [563] validation_0-mae:5155.41504 validation_1-mae:6118.82275 [564] validation_0-mae:5154.58789 validation_1-mae:6118.66895 [565] validation_0-mae:5153.03857 validation_1-mae:6118.51416 [566] validation_0-mae:5151.32129 validation_1-mae:6117.54980 [567] validation_0-mae:5149.74902 validation_1-mae:6117.60156 [568] validation_0-mae:5147.29639 validation_1-mae:6116.47900 [569] validation_0-mae:5146.21045 validation_1-mae:6116.60840 [570] validation_0-mae:5145.36475 validation_1-mae:6116.74414 [571] validation_0-mae:5143.60742 validation_1-mae:6117.14111 [572] validation_0-mae:5141.76367 validation_1-mae:6117.39697 [573] validation_0-mae:5141.25635 validation_1-mae:6117.19482 [574] validation_0-mae:5140.65332 validation_1-mae:6117.14990 [575] validation_0-mae:5140.33643 validation_1-mae:6117.18652 [576] validation_0-mae:5139.77637 validation_1-mae:6116.86670 [577] validation_0-mae:5136.96094 validation_1-mae:6117.38672 [578] validation_0-mae:5135.78711 validation_1-mae:6117.78174 [579] validation_0-mae:5134.58447 validation_1-mae:6117.62939 [580] validation_0-mae:5131.84814 validation_1-mae:6116.63477 [581] validation_0-mae:5128.92578 validation_1-mae:6115.13232 [582] validation_0-mae:5128.26367 validation_1-mae:6115.05908 [583] validation_0-mae:5127.57910 validation_1-mae:6115.01172 [584] validation_0-mae:5125.53516 validation_1-mae:6113.59131 [585] validation_0-mae:5124.22217 validation_1-mae:6113.24170 [586] validation_0-mae:5123.14648 validation_1-mae:6113.37451 [587] validation_0-mae:5122.08154 validation_1-mae:6113.38770 [588] validation_0-mae:5120.49023 validation_1-mae:6112.60498 [589] validation_0-mae:5119.29053 validation_1-mae:6112.34912 [590] validation_0-mae:5117.92383 validation_1-mae:6111.70312 [591] validation_0-mae:5115.96094 validation_1-mae:6111.53906 [592] validation_0-mae:5113.45361 validation_1-mae:6111.16016 [593] validation_0-mae:5109.95166 validation_1-mae:6110.82031 [594] validation_0-mae:5108.21533 validation_1-mae:6111.96973 [595] validation_0-mae:5107.48926 validation_1-mae:6111.82666 [596] validation_0-mae:5104.42969 validation_1-mae:6111.82471 [597] validation_0-mae:5100.53174 validation_1-mae:6111.00391 [598] validation_0-mae:5098.78809 validation_1-mae:6110.77490 [599] validation_0-mae:5096.12109 validation_1-mae:6109.73291 [600] validation_0-mae:5094.45850 validation_1-mae:6109.20752 [601] validation_0-mae:5094.32373 validation_1-mae:6109.12402 [602] validation_0-mae:5093.55273 validation_1-mae:6109.68408 [603] validation_0-mae:5091.97754 validation_1-mae:6109.11084 [604] validation_0-mae:5091.73438 validation_1-mae:6109.06982 [605] validation_0-mae:5090.40478 validation_1-mae:6108.34717 [606] validation_0-mae:5089.12500 validation_1-mae:6108.19629 [607] validation_0-mae:5088.05420 validation_1-mae:6107.63428 [608] validation_0-mae:5085.70459 validation_1-mae:6106.58008 [609] validation_0-mae:5082.79199 validation_1-mae:6104.74268 [610] validation_0-mae:5080.60400 validation_1-mae:6103.67188 [611] validation_0-mae:5077.39502 validation_1-mae:6102.66699 [612] validation_0-mae:5073.69775 validation_1-mae:6102.47461 [613] validation_0-mae:5072.28320 validation_1-mae:6102.52246 [614] validation_0-mae:5070.76074 validation_1-mae:6102.06543 [615] validation_0-mae:5068.76855 validation_1-mae:6101.59033 [616] validation_0-mae:5066.96143 validation_1-mae:6101.88037 [617] validation_0-mae:5064.81445 validation_1-mae:6101.74561 [618] validation_0-mae:5062.22656 validation_1-mae:6101.24023 [619] validation_0-mae:5060.14404 validation_1-mae:6101.47266 [620] validation_0-mae:5058.87109 validation_1-mae:6101.23682 [621] validation_0-mae:5057.59668 validation_1-mae:6100.73828 [622] validation_0-mae:5055.09082 validation_1-mae:6099.58350 [623] validation_0-mae:5051.77295 validation_1-mae:6099.99072 [624] validation_0-mae:5049.26709 validation_1-mae:6099.62207 [625] validation_0-mae:5047.62695 validation_1-mae:6098.92041 [626] validation_0-mae:5045.94336 validation_1-mae:6098.84863 [627] validation_0-mae:5044.84766 validation_1-mae:6099.03223 [628] validation_0-mae:5043.40039 validation_1-mae:6098.59717 [629] validation_0-mae:5041.47412 validation_1-mae:6097.24561 [630] validation_0-mae:5040.72998 validation_1-mae:6097.78223 [631] validation_0-mae:5039.26855 validation_1-mae:6097.64111 [632] validation_0-mae:5037.14404 validation_1-mae:6096.71924 [633] validation_0-mae:5036.33301 validation_1-mae:6096.93945 [634] validation_0-mae:5035.40918 validation_1-mae:6096.18506 [635] validation_0-mae:5033.95898 validation_1-mae:6096.09522 [636] validation_0-mae:5031.85156 validation_1-mae:6096.13818 [637] validation_0-mae:5031.42480 validation_1-mae:6096.12256 [638] validation_0-mae:5029.20508 validation_1-mae:6095.51514 [639] validation_0-mae:5028.01709 validation_1-mae:6094.94629 [640] validation_0-mae:5026.19287 validation_1-mae:6094.95020 [641] validation_0-mae:5024.30371 validation_1-mae:6094.27295 [642] validation_0-mae:5023.03027 validation_1-mae:6093.88379 [643] validation_0-mae:5020.16602 validation_1-mae:6091.97852 [644] validation_0-mae:5018.80078 validation_1-mae:6091.53223 [645] validation_0-mae:5017.93652 validation_1-mae:6091.46240 [646] validation_0-mae:5017.07275 validation_1-mae:6090.98242 [647] validation_0-mae:5016.54395 validation_1-mae:6090.68848 [648] validation_0-mae:5014.05908 validation_1-mae:6089.90137 [649] validation_0-mae:5012.47998 validation_1-mae:6089.78809 [650] validation_0-mae:5011.25781 validation_1-mae:6089.44531 [651] validation_0-mae:5010.08789 validation_1-mae:6089.22803 [652] validation_0-mae:5008.58105 validation_1-mae:6089.67969 [653] validation_0-mae:5008.53857 validation_1-mae:6089.70752 [654] validation_0-mae:5007.80713 validation_1-mae:6089.81152 [655] validation_0-mae:5007.20117 validation_1-mae:6090.14209 [656] validation_0-mae:5006.09814 validation_1-mae:6090.14160 [657] validation_0-mae:5005.81494 validation_1-mae:6090.07861 [658] validation_0-mae:5004.48291 validation_1-mae:6089.97168 [659] validation_0-mae:5002.73047 validation_1-mae:6089.15723 [660] validation_0-mae:5002.22314 validation_1-mae:6089.15283 [661] validation_0-mae:5000.74902 validation_1-mae:6089.25391 [662] validation_0-mae:4999.48389 validation_1-mae:6089.42822 [663] validation_0-mae:4997.98389 validation_1-mae:6088.84473 [664] validation_0-mae:4996.81152 validation_1-mae:6089.29102 [665] validation_0-mae:4995.04688 validation_1-mae:6088.42627 [666] validation_0-mae:4993.88525 validation_1-mae:6088.13770 [667] validation_0-mae:4992.63672 validation_1-mae:6087.61816 [668] validation_0-mae:4990.88623 validation_1-mae:6086.70850 [669] validation_0-mae:4990.10059 validation_1-mae:6086.97168 [670] validation_0-mae:4986.94336 validation_1-mae:6087.81250 [671] validation_0-mae:4985.70068 validation_1-mae:6086.92529 [672] validation_0-mae:4984.40283 validation_1-mae:6086.70410 [673] validation_0-mae:4982.35791 validation_1-mae:6085.80322 [674] validation_0-mae:4980.35449 validation_1-mae:6085.46289 [675] validation_0-mae:4978.62256 validation_1-mae:6085.17285 [676] validation_0-mae:4975.70020 validation_1-mae:6084.75586 [677] validation_0-mae:4973.46094 validation_1-mae:6084.93359 [678] validation_0-mae:4971.19580 validation_1-mae:6086.07324 [679] validation_0-mae:4968.63818 validation_1-mae:6086.21045 [680] validation_0-mae:4967.13379 validation_1-mae:6086.03662 [681] validation_0-mae:4965.99707 validation_1-mae:6085.62061 [682] validation_0-mae:4964.04688 validation_1-mae:6084.64551 [683] validation_0-mae:4962.64355 validation_1-mae:6084.93359 [684] validation_0-mae:4961.53516 validation_1-mae:6084.96143 [685] validation_0-mae:4960.52246 validation_1-mae:6085.09668 [686] validation_0-mae:4959.96826 validation_1-mae:6085.22803 [687] validation_0-mae:4959.86230 validation_1-mae:6085.44385 [688] validation_0-mae:4959.28613 validation_1-mae:6085.35205 [689] validation_0-mae:4958.96484 validation_1-mae:6085.26025 [690] validation_0-mae:4958.70947 validation_1-mae:6085.11963 [691] validation_0-mae:4957.29785 validation_1-mae:6085.40478 [692] validation_0-mae:4956.44434 validation_1-mae:6085.40381 [693] validation_0-mae:4955.55371 validation_1-mae:6085.31152 [694] validation_0-mae:4954.97852 validation_1-mae:6085.44092 [695] validation_0-mae:4954.71728 validation_1-mae:6085.24170 [696] validation_0-mae:4953.78516 validation_1-mae:6084.86426 [697] validation_0-mae:4953.01416 validation_1-mae:6084.64551 [698] validation_0-mae:4952.56201 validation_1-mae:6084.90234 [699] validation_0-mae:4951.76953 validation_1-mae:6085.00098 [700] validation_0-mae:4951.11328 validation_1-mae:6084.74219 [701] validation_0-mae:4948.51367 validation_1-mae:6083.65283 [702] validation_0-mae:4946.92090 validation_1-mae:6083.27148 [703] validation_0-mae:4945.71973 validation_1-mae:6082.67236 [704] validation_0-mae:4943.90967 validation_1-mae:6082.21631 [705] validation_0-mae:4942.93701 validation_1-mae:6081.58545 [706] validation_0-mae:4940.84961 validation_1-mae:6081.60693 [707] validation_0-mae:4940.07471 validation_1-mae:6081.38867 [708] validation_0-mae:4937.48096 validation_1-mae:6080.04150 [709] validation_0-mae:4936.09375 validation_1-mae:6079.96289 [710] validation_0-mae:4934.83545 validation_1-mae:6080.19727 [711] validation_0-mae:4933.74316 validation_1-mae:6080.62451 [712] validation_0-mae:4931.99658 validation_1-mae:6080.84912 [713] validation_0-mae:4930.86719 validation_1-mae:6080.36377 [714] validation_0-mae:4929.35449 validation_1-mae:6080.85645 [715] validation_0-mae:4928.64551 validation_1-mae:6080.53027 [716] validation_0-mae:4926.11621 validation_1-mae:6079.60645 [717] validation_0-mae:4924.37256 validation_1-mae:6079.47461 [718] validation_0-mae:4922.36963 validation_1-mae:6078.93213 [719] validation_0-mae:4921.30176 validation_1-mae:6078.52148 [720] validation_0-mae:4919.85107 validation_1-mae:6077.32959 [721] validation_0-mae:4918.13135 validation_1-mae:6077.34766 [722] validation_0-mae:4915.42822 validation_1-mae:6075.83203 [723] validation_0-mae:4914.11133 validation_1-mae:6075.72119 [724] validation_0-mae:4912.94873 validation_1-mae:6075.14502 [725] validation_0-mae:4912.07324 validation_1-mae:6075.23877 [726] validation_0-mae:4910.85645 validation_1-mae:6074.79395 [727] validation_0-mae:4910.54932 validation_1-mae:6074.71094 [728] validation_0-mae:4909.84375 validation_1-mae:6074.95752 [729] validation_0-mae:4907.24902 validation_1-mae:6073.40137 [730] validation_0-mae:4905.88477 validation_1-mae:6072.78760 [731] validation_0-mae:4902.92432 validation_1-mae:6071.77344 [732] validation_0-mae:4901.33008 validation_1-mae:6071.59228 [733] validation_0-mae:4899.45361 validation_1-mae:6073.00977 [734] validation_0-mae:4897.89111 validation_1-mae:6073.00977 [735] validation_0-mae:4896.08447 validation_1-mae:6073.79688 [736] validation_0-mae:4895.53955 validation_1-mae:6073.59082 [737] validation_0-mae:4894.50635 validation_1-mae:6073.25293 [738] validation_0-mae:4892.74170 validation_1-mae:6072.68897 [739] validation_0-mae:4891.79297 validation_1-mae:6073.02002 [740] validation_0-mae:4889.75049 validation_1-mae:6072.39209 [741] validation_0-mae:4887.79443 validation_1-mae:6071.59766 [742] validation_0-mae:4886.26416 validation_1-mae:6072.32227 [743] validation_0-mae:4884.98438 validation_1-mae:6071.86914 [744] validation_0-mae:4883.02686 validation_1-mae:6071.37207 [745] validation_0-mae:4882.44189 validation_1-mae:6071.25830 [746] validation_0-mae:4882.35742 validation_1-mae:6071.37549 [747] validation_0-mae:4881.71436 validation_1-mae:6071.38379 [748] validation_0-mae:4880.94531 validation_1-mae:6071.27002 [749] validation_0-mae:4879.26221 validation_1-mae:6070.61279 [750] validation_0-mae:4878.08447 validation_1-mae:6070.56934 [751] validation_0-mae:4875.16455 validation_1-mae:6070.58789 [752] validation_0-mae:4873.09912 validation_1-mae:6070.58887 [753] validation_0-mae:4871.99219 validation_1-mae:6070.89941 [754] validation_0-mae:4869.13623 validation_1-mae:6071.69873 [755] validation_0-mae:4867.63086 validation_1-mae:6071.39404 [756] validation_0-mae:4865.55127 validation_1-mae:6070.93018 [757] validation_0-mae:4864.43897 validation_1-mae:6070.83887 [758] validation_0-mae:4863.20850 validation_1-mae:6071.51367 [759] validation_0-mae:4862.37207 validation_1-mae:6071.57910 [760] validation_0-mae:4861.24170 validation_1-mae:6071.28906 [761] validation_0-mae:4859.33887 validation_1-mae:6070.59717 [762] validation_0-mae:4858.17334 validation_1-mae:6070.78516 [763] validation_0-mae:4856.75439 validation_1-mae:6070.86377 [764] validation_0-mae:4856.34375 validation_1-mae:6070.90772 [765] validation_0-mae:4855.37158 validation_1-mae:6070.77100 [766] validation_0-mae:4855.19434 validation_1-mae:6070.54932 [767] validation_0-mae:4854.17236 validation_1-mae:6070.11914 [768] validation_0-mae:4853.35498 validation_1-mae:6070.26709 [769] validation_0-mae:4851.82227 validation_1-mae:6070.60400 [770] validation_0-mae:4850.08398 validation_1-mae:6070.59228 [771] validation_0-mae:4848.20557 validation_1-mae:6069.30371 [772] validation_0-mae:4846.46240 validation_1-mae:6068.10156 [773] validation_0-mae:4844.64111 validation_1-mae:6067.64697 [774] validation_0-mae:4843.41992 validation_1-mae:6067.48438 [775] validation_0-mae:4841.58447 validation_1-mae:6066.33008 [776] validation_0-mae:4841.32031 validation_1-mae:6066.43115 [777] validation_0-mae:4840.29443 validation_1-mae:6066.82080 [778] validation_0-mae:4839.67725 validation_1-mae:6066.94580 [779] validation_0-mae:4838.38525 validation_1-mae:6066.43457 [780] validation_0-mae:4837.84522 validation_1-mae:6066.48438 [781] validation_0-mae:4836.07617 validation_1-mae:6066.32080 [782] validation_0-mae:4835.10059 validation_1-mae:6065.72070 [783] validation_0-mae:4833.17969 validation_1-mae:6066.23486 [784] validation_0-mae:4831.28906 validation_1-mae:6065.95557 [785] validation_0-mae:4828.60791 validation_1-mae:6065.78272 [786] validation_0-mae:4827.73877 validation_1-mae:6065.51074 [787] validation_0-mae:4826.44043 validation_1-mae:6064.87305 [788] validation_0-mae:4825.28516 validation_1-mae:6064.26660 [789] validation_0-mae:4824.38135 validation_1-mae:6064.16943 [790] validation_0-mae:4823.91162 validation_1-mae:6063.93115 [791] validation_0-mae:4822.96875 validation_1-mae:6063.88916 [792] validation_0-mae:4821.54297 validation_1-mae:6063.75879 [793] validation_0-mae:4819.59668 validation_1-mae:6063.11475 [794] validation_0-mae:4817.78223 validation_1-mae:6062.63574 [795] validation_0-mae:4816.54102 validation_1-mae:6063.09766 [796] validation_0-mae:4815.35693 validation_1-mae:6062.61475 [797] validation_0-mae:4814.60596 validation_1-mae:6062.29346 [798] validation_0-mae:4813.43262 validation_1-mae:6062.25879 [799] validation_0-mae:4812.29395 validation_1-mae:6062.48779 [800] validation_0-mae:4811.87207 validation_1-mae:6062.38281 [801] validation_0-mae:4810.23877 validation_1-mae:6062.32520 [802] validation_0-mae:4809.14111 validation_1-mae:6061.60498 [803] validation_0-mae:4808.52539 validation_1-mae:6061.23682 [804] validation_0-mae:4808.02490 validation_1-mae:6061.18359 [805] validation_0-mae:4807.56787 validation_1-mae:6061.44824 [806] validation_0-mae:4805.77490 validation_1-mae:6061.33057 [807] validation_0-mae:4804.51855 validation_1-mae:6061.17480 [808] validation_0-mae:4803.84570 validation_1-mae:6060.95068 [809] validation_0-mae:4802.53809 validation_1-mae:6060.79395 [810] validation_0-mae:4800.83057 validation_1-mae:6061.29346 [811] validation_0-mae:4799.39844 validation_1-mae:6060.92334 [812] validation_0-mae:4797.83447 validation_1-mae:6060.34717 [813] validation_0-mae:4795.93359 validation_1-mae:6059.97412 [814] validation_0-mae:4795.17969 validation_1-mae:6059.91992 [815] validation_0-mae:4793.97363 validation_1-mae:6059.21143 [816] validation_0-mae:4793.12793 validation_1-mae:6059.11865 [817] validation_0-mae:4791.82471 validation_1-mae:6058.75684 [818] validation_0-mae:4790.51855 validation_1-mae:6058.40283 [819] validation_0-mae:4789.85254 validation_1-mae:6058.44043 [820] validation_0-mae:4788.23438 validation_1-mae:6058.56689 [821] validation_0-mae:4785.22412 validation_1-mae:6058.29346 [822] validation_0-mae:4784.28174 validation_1-mae:6058.36133 [823] validation_0-mae:4782.64160 validation_1-mae:6057.57422 [824] validation_0-mae:4781.82373 validation_1-mae:6057.57666 [825] validation_0-mae:4780.04248 validation_1-mae:6057.65820 [826] validation_0-mae:4779.53613 validation_1-mae:6058.03418 [827] validation_0-mae:4777.96777 validation_1-mae:6058.09766 [828] validation_0-mae:4777.20410 validation_1-mae:6058.05908 [829] validation_0-mae:4775.78467 validation_1-mae:6058.50732 [830] validation_0-mae:4774.65674 validation_1-mae:6058.43359 [831] validation_0-mae:4773.52734 validation_1-mae:6058.11572 [832] validation_0-mae:4771.96289 validation_1-mae:6057.73877 [833] validation_0-mae:4770.43311 validation_1-mae:6057.95996 [834] validation_0-mae:4769.63037 validation_1-mae:6057.43018 [835] validation_0-mae:4768.30371 validation_1-mae:6057.24023 [836] validation_0-mae:4767.29053 validation_1-mae:6057.07471 [837] validation_0-mae:4766.51074 validation_1-mae:6056.79395 [838] validation_0-mae:4766.06592 validation_1-mae:6056.92773 [839] validation_0-mae:4764.86279 validation_1-mae:6057.02490 [840] validation_0-mae:4763.98291 validation_1-mae:6056.95215 [841] validation_0-mae:4763.38428 validation_1-mae:6056.88623 [842] validation_0-mae:4763.24365 validation_1-mae:6056.93457 [843] validation_0-mae:4762.26074 validation_1-mae:6056.75049 [844] validation_0-mae:4760.28272 validation_1-mae:6056.45215 [845] validation_0-mae:4759.08838 validation_1-mae:6055.89990 [846] validation_0-mae:4757.48779 validation_1-mae:6055.76514 [847] validation_0-mae:4756.59668 validation_1-mae:6056.14844 [848] validation_0-mae:4755.03564 validation_1-mae:6056.13135 [849] validation_0-mae:4753.27783 validation_1-mae:6055.99853 [850] validation_0-mae:4751.30615 validation_1-mae:6055.57422 [851] validation_0-mae:4749.76318 validation_1-mae:6055.89600 [852] validation_0-mae:4747.80664 validation_1-mae:6055.43652 [853] validation_0-mae:4746.52881 validation_1-mae:6055.35205 [854] validation_0-mae:4745.28369 validation_1-mae:6055.47949 [855] validation_0-mae:4744.30566 validation_1-mae:6055.14600 [856] validation_0-mae:4743.38037 validation_1-mae:6054.91113 [857] validation_0-mae:4743.07227 validation_1-mae:6055.21728 [858] validation_0-mae:4742.10303 validation_1-mae:6055.37500 [859] validation_0-mae:4741.27441 validation_1-mae:6055.42822 [860] validation_0-mae:4739.27002 validation_1-mae:6054.48242 [861] validation_0-mae:4737.91406 validation_1-mae:6054.20508 [862] validation_0-mae:4735.13770 validation_1-mae:6054.54883 [863] validation_0-mae:4733.41455 validation_1-mae:6054.09424 [864] validation_0-mae:4731.33203 validation_1-mae:6053.03027 [865] validation_0-mae:4729.83594 validation_1-mae:6052.26855 [866] validation_0-mae:4728.92041 validation_1-mae:6052.61182 [867] validation_0-mae:4727.41943 validation_1-mae:6052.60449 [868] validation_0-mae:4726.65576 validation_1-mae:6052.21777 [869] validation_0-mae:4724.52930 validation_1-mae:6051.84033 [870] validation_0-mae:4723.71338 validation_1-mae:6051.53467 [871] validation_0-mae:4722.59375 validation_1-mae:6051.16797 [872] validation_0-mae:4721.10254 validation_1-mae:6052.08789 [873] validation_0-mae:4718.98389 validation_1-mae:6051.55566 [874] validation_0-mae:4716.79102 validation_1-mae:6051.75830 [875] validation_0-mae:4714.65576 validation_1-mae:6053.08203 [876] validation_0-mae:4713.50879 validation_1-mae:6053.02295 [877] validation_0-mae:4712.40527 validation_1-mae:6053.16748 [878] validation_0-mae:4709.80029 validation_1-mae:6051.94580 [879] validation_0-mae:4708.72803 validation_1-mae:6051.94482 [880] validation_0-mae:4706.70215 validation_1-mae:6051.23926 [881] validation_0-mae:4704.84717 validation_1-mae:6050.63330 [882] validation_0-mae:4703.69873 validation_1-mae:6050.40625 [883] validation_0-mae:4702.02441 validation_1-mae:6051.08691 [884] validation_0-mae:4700.00293 validation_1-mae:6050.37451 [885] validation_0-mae:4698.41504 validation_1-mae:6049.86084 [886] validation_0-mae:4696.69043 validation_1-mae:6048.78711 [887] validation_0-mae:4695.31397 validation_1-mae:6049.39941 [888] validation_0-mae:4693.80029 validation_1-mae:6049.39551 [889] validation_0-mae:4692.20850 validation_1-mae:6049.35352 [890] validation_0-mae:4691.09326 validation_1-mae:6049.33496 [891] validation_0-mae:4690.16064 validation_1-mae:6049.08545 [892] validation_0-mae:4688.40332 validation_1-mae:6048.68848 [893] validation_0-mae:4687.53174 validation_1-mae:6048.31982 [894] validation_0-mae:4685.64941 validation_1-mae:6047.41895 [895] validation_0-mae:4684.45850 validation_1-mae:6047.33691 [896] validation_0-mae:4683.29980 validation_1-mae:6047.30273 [897] validation_0-mae:4682.01172 validation_1-mae:6047.25977 [898] validation_0-mae:4681.30127 validation_1-mae:6047.34033 [899] validation_0-mae:4680.27295 validation_1-mae:6047.56641 [900] validation_0-mae:4679.04688 validation_1-mae:6047.44629 [901] validation_0-mae:4678.20654 validation_1-mae:6047.01416 [902] validation_0-mae:4677.61670 validation_1-mae:6046.93799 [903] validation_0-mae:4675.97168 validation_1-mae:6046.86865 [904] validation_0-mae:4674.56055 validation_1-mae:6046.59228 [905] validation_0-mae:4672.85303 validation_1-mae:6045.93701 [906] validation_0-mae:4670.61230 validation_1-mae:6044.61230 [907] validation_0-mae:4669.65967 validation_1-mae:6044.48193 [908] validation_0-mae:4668.57617 validation_1-mae:6044.03418 [909] validation_0-mae:4667.77783 validation_1-mae:6044.54980 [910] validation_0-mae:4667.00488 validation_1-mae:6044.44873 [911] validation_0-mae:4665.67773 validation_1-mae:6045.06445 [912] validation_0-mae:4664.52100 validation_1-mae:6045.29736 [913] validation_0-mae:4663.36621 validation_1-mae:6044.95410 [914] validation_0-mae:4661.86914 validation_1-mae:6045.57715 [915] validation_0-mae:4660.54004 validation_1-mae:6044.53223 [916] validation_0-mae:4659.78467 validation_1-mae:6044.58105 [917] validation_0-mae:4657.85156 validation_1-mae:6044.96240 [918] validation_0-mae:4656.92871 validation_1-mae:6045.41064 [919] validation_0-mae:4655.28125 validation_1-mae:6045.30811 [920] validation_0-mae:4654.70898 validation_1-mae:6045.43603 [921] validation_0-mae:4653.73828 validation_1-mae:6045.34131 [922] validation_0-mae:4651.57471 validation_1-mae:6045.10986 [923] validation_0-mae:4650.54639 validation_1-mae:6045.24170 [924] validation_0-mae:4649.15625 validation_1-mae:6045.29492 [925] validation_0-mae:4648.11133 validation_1-mae:6045.11230 [926] validation_0-mae:4646.90186 validation_1-mae:6044.52100 [927] validation_0-mae:4646.74219 validation_1-mae:6044.65772 [928] validation_0-mae:4646.13623 validation_1-mae:6044.48096 [929] validation_0-mae:4644.14746 validation_1-mae:6043.95068 [930] validation_0-mae:4642.87451 validation_1-mae:6044.50488 [931] validation_0-mae:4641.89062 validation_1-mae:6044.36279 [932] validation_0-mae:4641.36865 validation_1-mae:6044.17871 [933] validation_0-mae:4640.23730 validation_1-mae:6044.19727 [934] validation_0-mae:4639.77734 validation_1-mae:6044.02832 [935] validation_0-mae:4639.25537 validation_1-mae:6044.17871 [936] validation_0-mae:4637.81006 validation_1-mae:6043.68799 [937] validation_0-mae:4636.92676 validation_1-mae:6042.97119 [938] validation_0-mae:4636.14258 validation_1-mae:6043.21582 [939] validation_0-mae:4635.12891 validation_1-mae:6043.42725 [940] validation_0-mae:4632.93213 validation_1-mae:6042.22998 [941] validation_0-mae:4632.37061 validation_1-mae:6042.32861 [942] validation_0-mae:4631.20801 validation_1-mae:6042.14893 [943] validation_0-mae:4630.24951 validation_1-mae:6042.25488 [944] validation_0-mae:4629.85400 validation_1-mae:6042.26074 [945] validation_0-mae:4628.98389 validation_1-mae:6042.05420 [946] validation_0-mae:4627.03613 validation_1-mae:6041.39111 [947] validation_0-mae:4626.86572 validation_1-mae:6041.37451 [948] validation_0-mae:4626.36328 validation_1-mae:6041.50635 [949] validation_0-mae:4625.53027 validation_1-mae:6041.25293 [950] validation_0-mae:4622.75879 validation_1-mae:6040.71582 [951] validation_0-mae:4621.55615 validation_1-mae:6040.52197 [952] validation_0-mae:4620.43311 validation_1-mae:6040.59375 [953] validation_0-mae:4619.00439 validation_1-mae:6039.92822 [954] validation_0-mae:4617.98193 validation_1-mae:6039.58154 [955] validation_0-mae:4616.93262 validation_1-mae:6039.81885 [956] validation_0-mae:4616.67383 validation_1-mae:6039.71777 [957] validation_0-mae:4616.61230 validation_1-mae:6039.76758 [958] validation_0-mae:4615.78516 validation_1-mae:6039.67773 [959] validation_0-mae:4614.71924 validation_1-mae:6040.02930 [960] validation_0-mae:4613.63086 validation_1-mae:6039.80762 [961] validation_0-mae:4612.08740 validation_1-mae:6040.01758 [962] validation_0-mae:4610.93408 validation_1-mae:6040.31445 [963] validation_0-mae:4610.11426 validation_1-mae:6040.04736 [964] validation_0-mae:4609.64600 validation_1-mae:6039.78613 [965] validation_0-mae:4608.75537 validation_1-mae:6039.58740 [966] validation_0-mae:4608.08594 validation_1-mae:6039.46094 [967] validation_0-mae:4606.60303 validation_1-mae:6039.34424 [968] validation_0-mae:4603.70508 validation_1-mae:6038.38477 [969] validation_0-mae:4601.85840 validation_1-mae:6037.42578 [970] validation_0-mae:4600.40918 validation_1-mae:6036.93945 [971] validation_0-mae:4598.89941 validation_1-mae:6037.19141 [972] validation_0-mae:4596.50732 validation_1-mae:6036.49365 [973] validation_0-mae:4595.55322 validation_1-mae:6036.79443 [974] validation_0-mae:4592.75781 validation_1-mae:6035.48047 [975] validation_0-mae:4591.77539 validation_1-mae:6035.75684 [976] validation_0-mae:4590.20020 validation_1-mae:6035.68848 [977] validation_0-mae:4589.27246 validation_1-mae:6035.95801 [978] validation_0-mae:4588.34375 validation_1-mae:6035.74072 [979] validation_0-mae:4587.16895 validation_1-mae:6035.65234 [980] validation_0-mae:4586.11621 validation_1-mae:6035.20068 [981] validation_0-mae:4584.88135 validation_1-mae:6035.06055 [982] validation_0-mae:4583.71094 validation_1-mae:6034.62109 [983] validation_0-mae:4582.63330 validation_1-mae:6035.22363 [984] validation_0-mae:4581.93506 validation_1-mae:6035.38379 [985] validation_0-mae:4580.83643 validation_1-mae:6035.70752 [986] validation_0-mae:4578.79150 validation_1-mae:6035.42529 [987] validation_0-mae:4577.50684 validation_1-mae:6035.02686 [988] validation_0-mae:4576.97412 validation_1-mae:6035.01611 [989] validation_0-mae:4575.78174 validation_1-mae:6034.54248 [990] validation_0-mae:4575.36523 validation_1-mae:6034.45947 [991] validation_0-mae:4574.29492 validation_1-mae:6034.13037 [992] validation_0-mae:4572.92871 validation_1-mae:6034.34766 [993] validation_0-mae:4572.04980 validation_1-mae:6034.30615 [994] validation_0-mae:4570.48926 validation_1-mae:6033.71045 [995] validation_0-mae:4568.82471 validation_1-mae:6033.44287 [996] validation_0-mae:4568.27246 validation_1-mae:6033.33936 [997] validation_0-mae:4568.08789 validation_1-mae:6033.41553 [998] validation_0-mae:4567.60010 validation_1-mae:6033.08301 [999] validation_0-mae:4566.71143 validation_1-mae:6032.82373 [1000] validation_0-mae:4566.04248 validation_1-mae:6032.78369 [1001] validation_0-mae:4565.67139 validation_1-mae:6032.61768 [1002] validation_0-mae:4564.82471 validation_1-mae:6032.68750 [1003] validation_0-mae:4564.36279 validation_1-mae:6032.42139 [1004] validation_0-mae:4563.94922 validation_1-mae:6032.49414 [1005] validation_0-mae:4562.80371 validation_1-mae:6032.43652 [1006] validation_0-mae:4560.93408 validation_1-mae:6032.17041 [1007] validation_0-mae:4560.81836 validation_1-mae:6032.12109 [1008] validation_0-mae:4560.12109 validation_1-mae:6031.94043 [1009] validation_0-mae:4558.68359 validation_1-mae:6032.09766 [1010] validation_0-mae:4556.09912 validation_1-mae:6032.21143 [1011] validation_0-mae:4555.24756 validation_1-mae:6032.39258 [1012] validation_0-mae:4553.71924 validation_1-mae:6032.17383 [1013] validation_0-mae:4553.34277 validation_1-mae:6032.05322 [1014] validation_0-mae:4552.45312 validation_1-mae:6031.61328 [1015] validation_0-mae:4551.67871 validation_1-mae:6031.39502 [1016] validation_0-mae:4550.94824 validation_1-mae:6031.15772 [1017] validation_0-mae:4549.80127 validation_1-mae:6030.76025 [1018] validation_0-mae:4548.15967 validation_1-mae:6031.08789 [1019] validation_0-mae:4547.99268 validation_1-mae:6031.09375 [1020] validation_0-mae:4546.95068 validation_1-mae:6030.99072 [1021] validation_0-mae:4546.34619 validation_1-mae:6030.83691 [1022] validation_0-mae:4545.74365 validation_1-mae:6031.18262 [1023] validation_0-mae:4544.70703 validation_1-mae:6031.34375 [1024] validation_0-mae:4544.35986 validation_1-mae:6031.23242 [1025] validation_0-mae:4543.61768 validation_1-mae:6031.37988 [1026] validation_0-mae:4542.58691 validation_1-mae:6031.44775 [1027] validation_0-mae:4541.81543 validation_1-mae:6031.41602 [1028] validation_0-mae:4541.07617 validation_1-mae:6031.22412 [1029] validation_0-mae:4540.80273 validation_1-mae:6031.09863 [1030] validation_0-mae:4539.96973 validation_1-mae:6031.06787 [1031] validation_0-mae:4538.77197 validation_1-mae:6031.19336 [1032] validation_0-mae:4538.05664 validation_1-mae:6031.07715 [1033] validation_0-mae:4537.76807 validation_1-mae:6031.20557 [1034] validation_0-mae:4536.85938 validation_1-mae:6031.01074 [1035] validation_0-mae:4536.18603 validation_1-mae:6031.09863 [1036] validation_0-mae:4535.95312 validation_1-mae:6030.93359 [1037] validation_0-mae:4535.17676 validation_1-mae:6031.43359 [1038] validation_0-mae:4534.36084 validation_1-mae:6031.52051 [1039] validation_0-mae:4533.45312 validation_1-mae:6031.56397 [1040] validation_0-mae:4531.64648 validation_1-mae:6031.81201 [1041] validation_0-mae:4530.83887 validation_1-mae:6031.66357 [1042] validation_0-mae:4529.18164 validation_1-mae:6031.70947 [1043] validation_0-mae:4527.35693 validation_1-mae:6030.89404 [1044] validation_0-mae:4525.63232 validation_1-mae:6031.37842 [1045] validation_0-mae:4523.21240 validation_1-mae:6031.80176 [1046] validation_0-mae:4521.93799 validation_1-mae:6030.93848 [1047] validation_0-mae:4520.88428 validation_1-mae:6030.37158 [1048] validation_0-mae:4520.70312 validation_1-mae:6030.47949 [1049] validation_0-mae:4519.94287 validation_1-mae:6030.22998 [1050] validation_0-mae:4519.14551 validation_1-mae:6030.13330 [1051] validation_0-mae:4518.29688 validation_1-mae:6030.39648 [1052] validation_0-mae:4517.56592 validation_1-mae:6029.91504 [1053] validation_0-mae:4517.00195 validation_1-mae:6029.81006 [1054] validation_0-mae:4515.65674 validation_1-mae:6029.70166 [1055] validation_0-mae:4514.33789 validation_1-mae:6029.36084 [1056] validation_0-mae:4512.16260 validation_1-mae:6028.65137 [1057] validation_0-mae:4512.02148 validation_1-mae:6028.73145 [1058] validation_0-mae:4511.37842 validation_1-mae:6028.77441 [1059] validation_0-mae:4510.44189 validation_1-mae:6028.27148 [1060] validation_0-mae:4509.54297 validation_1-mae:6027.84424 [1061] validation_0-mae:4507.99756 validation_1-mae:6027.80176 [1062] validation_0-mae:4506.28467 validation_1-mae:6028.12695 [1063] validation_0-mae:4504.88135 validation_1-mae:6027.44873 [1064] validation_0-mae:4503.03906 validation_1-mae:6027.16895 [1065] validation_0-mae:4502.41455 validation_1-mae:6027.37256 [1066] validation_0-mae:4500.96436 validation_1-mae:6027.24072 [1067] validation_0-mae:4499.24951 validation_1-mae:6027.82324 [1068] validation_0-mae:4498.70850 validation_1-mae:6027.93213 [1069] validation_0-mae:4497.47314 validation_1-mae:6027.33203 [1070] validation_0-mae:4496.59961 validation_1-mae:6026.54346 [1071] validation_0-mae:4495.43359 validation_1-mae:6026.31836 [1072] validation_0-mae:4494.07422 validation_1-mae:6026.64160 [1073] validation_0-mae:4493.12891 validation_1-mae:6026.47314 [1074] validation_0-mae:4491.76123 validation_1-mae:6026.30713 [1075] validation_0-mae:4490.42725 validation_1-mae:6026.09473 [1076] validation_0-mae:4489.61328 validation_1-mae:6026.28369 [1077] validation_0-mae:4487.12207 validation_1-mae:6025.15967 [1078] validation_0-mae:4485.43457 validation_1-mae:6025.17676 [1079] validation_0-mae:4483.24170 validation_1-mae:6024.19629 [1080] validation_0-mae:4482.45459 validation_1-mae:6024.31397 [1081] validation_0-mae:4481.76465 validation_1-mae:6024.37353 [1082] validation_0-mae:4480.50293 validation_1-mae:6023.49219 [1083] validation_0-mae:4480.10303 validation_1-mae:6023.39111 [1084] validation_0-mae:4478.45020 validation_1-mae:6022.41797 [1085] validation_0-mae:4477.17676 validation_1-mae:6022.12158 [1086] validation_0-mae:4475.25049 validation_1-mae:6022.05225 [1087] validation_0-mae:4473.02637 validation_1-mae:6021.51172 [1088] validation_0-mae:4471.56494 validation_1-mae:6021.27783 [1089] validation_0-mae:4469.81055 validation_1-mae:6021.42725 [1090] validation_0-mae:4468.30713 validation_1-mae:6021.21094 [1091] validation_0-mae:4467.42334 validation_1-mae:6021.14111 [1092] validation_0-mae:4466.94873 validation_1-mae:6020.84717 [1093] validation_0-mae:4466.33154 validation_1-mae:6021.17969 [1094] validation_0-mae:4465.62353 validation_1-mae:6021.52588 [1095] validation_0-mae:4463.86475 validation_1-mae:6021.38721 [1096] validation_0-mae:4463.21582 validation_1-mae:6021.22168 [1097] validation_0-mae:4462.57715 validation_1-mae:6021.00879 [1098] validation_0-mae:4462.43945 validation_1-mae:6021.13574 [1099] validation_0-mae:4462.19141 validation_1-mae:6021.24170 [1100] validation_0-mae:4460.77539 validation_1-mae:6021.84522 [1101] validation_0-mae:4459.48682 validation_1-mae:6021.74756 [1102] validation_0-mae:4458.61914 validation_1-mae:6022.04785 [1103] validation_0-mae:4457.93408 validation_1-mae:6022.16846 [1104] validation_0-mae:4457.35205 validation_1-mae:6022.34375 [1105] validation_0-mae:4456.89355 validation_1-mae:6022.43701 [1106] validation_0-mae:4455.70166 validation_1-mae:6022.23096 [1107] validation_0-mae:4454.59228 validation_1-mae:6022.39355 [1108] validation_0-mae:4453.40332 validation_1-mae:6021.80713 [1109] validation_0-mae:4451.72412 validation_1-mae:6021.42676 [1110] validation_0-mae:4450.40430 validation_1-mae:6020.64307 [1111] validation_0-mae:4449.25537 validation_1-mae:6020.56152 [1112] validation_0-mae:4447.70459 validation_1-mae:6019.92236 [1113] validation_0-mae:4446.17627 validation_1-mae:6018.30420 [1114] validation_0-mae:4445.70898 validation_1-mae:6018.44434 [1115] validation_0-mae:4444.55371 validation_1-mae:6018.32422 [1116] validation_0-mae:4442.79199 validation_1-mae:6017.52881 [1117] validation_0-mae:4442.27246 validation_1-mae:6017.41309 [1118] validation_0-mae:4441.43701 validation_1-mae:6017.24268 [1119] validation_0-mae:4440.78516 validation_1-mae:6017.58594 [1120] validation_0-mae:4439.97070 validation_1-mae:6017.78613 [1121] validation_0-mae:4439.56738 validation_1-mae:6017.83252 [1122] validation_0-mae:4438.91357 validation_1-mae:6017.55859 [1123] validation_0-mae:4438.25439 validation_1-mae:6017.61670 [1124] validation_0-mae:4437.30225 validation_1-mae:6017.40527 [1125] validation_0-mae:4435.73486 validation_1-mae:6016.48047 [1126] validation_0-mae:4433.93408 validation_1-mae:6016.59961 [1127] validation_0-mae:4433.60303 validation_1-mae:6016.69482 [1128] validation_0-mae:4432.69824 validation_1-mae:6016.48877 [1129] validation_0-mae:4431.91748 validation_1-mae:6016.09277 [1130] validation_0-mae:4431.34131 validation_1-mae:6015.95850 [1131] validation_0-mae:4429.67627 validation_1-mae:6015.89648 [1132] validation_0-mae:4428.15234 validation_1-mae:6015.40772 [1133] validation_0-mae:4427.90527 validation_1-mae:6015.26172 [1134] validation_0-mae:4427.58252 validation_1-mae:6015.32812 [1135] validation_0-mae:4427.08789 validation_1-mae:6015.78955 [1136] validation_0-mae:4426.41748 validation_1-mae:6015.95508 [1137] validation_0-mae:4425.72559 validation_1-mae:6015.71826 [1138] validation_0-mae:4425.15234 validation_1-mae:6015.46045 [1139] validation_0-mae:4423.87012 validation_1-mae:6014.84766 [1140] validation_0-mae:4423.28809 validation_1-mae:6014.76270 [1141] validation_0-mae:4422.64941 validation_1-mae:6015.31641 [1142] validation_0-mae:4421.87109 validation_1-mae:6014.88281 [1143] validation_0-mae:4420.73633 validation_1-mae:6014.16113 [1144] validation_0-mae:4419.96191 validation_1-mae:6013.91504 [1145] validation_0-mae:4418.64014 validation_1-mae:6013.78076 [1146] validation_0-mae:4416.98877 validation_1-mae:6013.24853 [1147] validation_0-mae:4414.72217 validation_1-mae:6013.40674 [1148] validation_0-mae:4413.36621 validation_1-mae:6013.35156 [1149] validation_0-mae:4411.52637 validation_1-mae:6013.92090 [1150] validation_0-mae:4410.32617 validation_1-mae:6014.13477 [1151] validation_0-mae:4408.69043 validation_1-mae:6013.20654 [1152] validation_0-mae:4408.36572 validation_1-mae:6013.37305 [1153] validation_0-mae:4407.30664 validation_1-mae:6013.60205 [1154] validation_0-mae:4406.11621 validation_1-mae:6013.10059 [1155] validation_0-mae:4405.35303 validation_1-mae:6012.92969 [1156] validation_0-mae:4404.34180 validation_1-mae:6012.60107 [1157] validation_0-mae:4403.02588 validation_1-mae:6012.39893 [1158] validation_0-mae:4401.27246 validation_1-mae:6012.62109 [1159] validation_0-mae:4399.79395 validation_1-mae:6011.87647 [1160] validation_0-mae:4398.73975 validation_1-mae:6011.42383 [1161] validation_0-mae:4398.20508 validation_1-mae:6011.48438 [1162] validation_0-mae:4396.77539 validation_1-mae:6010.76221 [1163] validation_0-mae:4395.82080 validation_1-mae:6010.65430 [1164] validation_0-mae:4394.97510 validation_1-mae:6010.24951 [1165] validation_0-mae:4394.43799 validation_1-mae:6010.12793 [1166] validation_0-mae:4393.44775 validation_1-mae:6010.14600 [1167] validation_0-mae:4392.61572 validation_1-mae:6009.87598 [1168] validation_0-mae:4391.50098 validation_1-mae:6009.57031 [1169] validation_0-mae:4391.08154 validation_1-mae:6009.42578 [1170] validation_0-mae:4390.62647 validation_1-mae:6009.40478 [1171] validation_0-mae:4389.07129 validation_1-mae:6009.60596 [1172] validation_0-mae:4388.15283 validation_1-mae:6009.62353 [1173] validation_0-mae:4387.64062 validation_1-mae:6009.83936 [1174] validation_0-mae:4386.78662 validation_1-mae:6009.85352 [1175] validation_0-mae:4386.07764 validation_1-mae:6009.81641 [1176] validation_0-mae:4385.37500 validation_1-mae:6009.85693 [1177] validation_0-mae:4384.15869 validation_1-mae:6009.57178 [1178] validation_0-mae:4383.46875 validation_1-mae:6009.46777 [1179] validation_0-mae:4382.82910 validation_1-mae:6009.64404 [1180] validation_0-mae:4382.07471 validation_1-mae:6009.49853 [1181] validation_0-mae:4381.10010 validation_1-mae:6008.97607 [1182] validation_0-mae:4378.97217 validation_1-mae:6008.98633 [1183] validation_0-mae:4377.15478 validation_1-mae:6008.61035 [1184] validation_0-mae:4376.95557 validation_1-mae:6008.74561 [1185] validation_0-mae:4375.65137 validation_1-mae:6008.42285 [1186] validation_0-mae:4374.07520 validation_1-mae:6007.40772 [1187] validation_0-mae:4372.08887 validation_1-mae:6007.40381 [1188] validation_0-mae:4371.41553 validation_1-mae:6007.77246 [1189] validation_0-mae:4370.17969 validation_1-mae:6007.42578 [1190] validation_0-mae:4369.44287 validation_1-mae:6007.30664 [1191] validation_0-mae:4368.59082 validation_1-mae:6007.26660 [1192] validation_0-mae:4366.32568 validation_1-mae:6006.79492 [1193] validation_0-mae:4364.85059 validation_1-mae:6006.72900 [1194] validation_0-mae:4363.97559 validation_1-mae:6007.06689 [1195] validation_0-mae:4363.07959 validation_1-mae:6007.30029 [1196] validation_0-mae:4362.27930 validation_1-mae:6006.84717 [1197] validation_0-mae:4360.62793 validation_1-mae:6007.04248 [1198] validation_0-mae:4358.91748 validation_1-mae:6006.42822 [1199] validation_0-mae:4356.89551 validation_1-mae:6005.71631 [1200] validation_0-mae:4355.98389 validation_1-mae:6005.57715 [1201] validation_0-mae:4354.28418 validation_1-mae:6006.16650 [1202] validation_0-mae:4352.63721 validation_1-mae:6005.77246 [1203] validation_0-mae:4350.38672 validation_1-mae:6004.36182 [1204] validation_0-mae:4348.87207 validation_1-mae:6004.54053 [1205] validation_0-mae:4347.10303 validation_1-mae:6004.53564 [1206] validation_0-mae:4346.04297 validation_1-mae:6004.26904 [1207] validation_0-mae:4345.14600 validation_1-mae:6004.42578 [1208] validation_0-mae:4344.46436 validation_1-mae:6004.72705 [1209] validation_0-mae:4343.84424 validation_1-mae:6004.40723 [1210] validation_0-mae:4342.79199 validation_1-mae:6004.82568 [1211] validation_0-mae:4342.36914 validation_1-mae:6004.87695 [1212] validation_0-mae:4341.81641 validation_1-mae:6004.73975 [1213] validation_0-mae:4340.71191 validation_1-mae:6004.20410 [1214] validation_0-mae:4340.07715 validation_1-mae:6004.15088 [1215] validation_0-mae:4339.59326 validation_1-mae:6004.51270 [1216] validation_0-mae:4338.84766 validation_1-mae:6004.33740 [1217] validation_0-mae:4338.10205 validation_1-mae:6004.48926 [1218] validation_0-mae:4337.72705 validation_1-mae:6004.44287 [1219] validation_0-mae:4337.29102 validation_1-mae:6004.35938 [1220] validation_0-mae:4336.63770 validation_1-mae:6004.55029 [1221] validation_0-mae:4336.15772 validation_1-mae:6004.51758 [1222] validation_0-mae:4335.89551 validation_1-mae:6004.66260 [1223] validation_0-mae:4335.56397 validation_1-mae:6004.48340 [1224] validation_0-mae:4334.83936 validation_1-mae:6004.48828 [1225] validation_0-mae:4334.58643 validation_1-mae:6004.83057 [1226] validation_0-mae:4333.64746 validation_1-mae:6004.28076 [1227] validation_0-mae:4332.29932 validation_1-mae:6004.74951 [1228] validation_0-mae:4331.62402 validation_1-mae:6004.78662 [1229] validation_0-mae:4331.13477 validation_1-mae:6004.92529 [1230] validation_0-mae:4331.00293 validation_1-mae:6004.96875 [1231] validation_0-mae:4330.58936 validation_1-mae:6005.31885 [1232] validation_0-mae:4330.57080 validation_1-mae:6005.32666 [1233] validation_0-mae:4330.54492 validation_1-mae:6005.35449 [1234] validation_0-mae:4330.03174 validation_1-mae:6005.70898 [1235] validation_0-mae:4329.56348 validation_1-mae:6005.42139 [1236] validation_0-mae:4329.14062 validation_1-mae:6005.18115 [1237] validation_0-mae:4328.19189 validation_1-mae:6005.16797 [1238] validation_0-mae:4327.62353 validation_1-mae:6005.04492 [1239] validation_0-mae:4327.34619 validation_1-mae:6005.12402 [1240] validation_0-mae:4326.36523 validation_1-mae:6005.08496 [1241] validation_0-mae:4324.97070 validation_1-mae:6005.68799 [1242] validation_0-mae:4323.95801 validation_1-mae:6005.48486 [1243] validation_0-mae:4322.93115 validation_1-mae:6005.18750 [1244] validation_0-mae:4322.28320 validation_1-mae:6005.10547 [1245] validation_0-mae:4321.78174 validation_1-mae:6005.13721 [1246] validation_0-mae:4321.13574 validation_1-mae:6005.25684 [1247] validation_0-mae:4320.08740 validation_1-mae:6005.31934 [1248] validation_0-mae:4319.99707 validation_1-mae:6005.42139 [1249] validation_0-mae:4319.56885 validation_1-mae:6005.41895 [1250] validation_0-mae:4318.71387 validation_1-mae:6005.28711 [1251] validation_0-mae:4318.36572 validation_1-mae:6005.28076 [1252] validation_0-mae:4316.44580 validation_1-mae:6005.28369 [1253] validation_0-mae:4315.08838 validation_1-mae:6005.26025 [1254] validation_0-mae:4314.23730 validation_1-mae:6004.99561 [1255] validation_0-mae:4313.27393 validation_1-mae:6004.83740 [1256] validation_0-mae:4310.98389 validation_1-mae:6003.93018 [1257] validation_0-mae:4310.23877 validation_1-mae:6003.77441 [1258] validation_0-mae:4308.79150 validation_1-mae:6003.76172 [1259] validation_0-mae:4306.96631 validation_1-mae:6003.39893 [1260] validation_0-mae:4305.39502 validation_1-mae:6003.51318 [1261] validation_0-mae:4303.58789 validation_1-mae:6002.46484 [1262] validation_0-mae:4301.97070 validation_1-mae:6001.86475 [1263] validation_0-mae:4301.12061 validation_1-mae:6001.87647 [1264] validation_0-mae:4299.87939 validation_1-mae:6001.88135 [1265] validation_0-mae:4299.01318 validation_1-mae:6002.04688 [1266] validation_0-mae:4298.17383 validation_1-mae:6001.80713 [1267] validation_0-mae:4297.18262 validation_1-mae:6001.87207 [1268] validation_0-mae:4296.21631 validation_1-mae:6001.64893 [1269] validation_0-mae:4295.53027 validation_1-mae:6001.64600 [1270] validation_0-mae:4294.69775 validation_1-mae:6001.31787 [1271] validation_0-mae:4293.72022 validation_1-mae:6001.39209 [1272] validation_0-mae:4293.01270 validation_1-mae:6001.20459 [1273] validation_0-mae:4291.30225 validation_1-mae:6001.17090 [1274] validation_0-mae:4289.97705 validation_1-mae:6000.88086 [1275] validation_0-mae:4289.16455 validation_1-mae:6000.82764 [1276] validation_0-mae:4288.73877 validation_1-mae:6000.63672 [1277] validation_0-mae:4288.14746 validation_1-mae:6000.86084 [1278] validation_0-mae:4287.22217 validation_1-mae:6000.75781 [1279] validation_0-mae:4286.56201 validation_1-mae:6000.97803 [1280] validation_0-mae:4285.79541 validation_1-mae:6000.58789 [1281] validation_0-mae:4284.99658 validation_1-mae:6000.66113 [1282] validation_0-mae:4284.05664 validation_1-mae:6000.77002 [1283] validation_0-mae:4282.30762 validation_1-mae:6000.27100 [1284] validation_0-mae:4280.78418 validation_1-mae:5999.44482 [1285] validation_0-mae:4279.98145 validation_1-mae:5999.15234 [1286] validation_0-mae:4279.47119 validation_1-mae:5999.08447 [1287] validation_0-mae:4278.85889 validation_1-mae:5999.29102 [1288] validation_0-mae:4277.56494 validation_1-mae:5999.99170 [1289] validation_0-mae:4276.76270 validation_1-mae:5999.88867 [1290] validation_0-mae:4275.82959 validation_1-mae:5999.67969 [1291] validation_0-mae:4274.88672 validation_1-mae:5999.69385 [1292] validation_0-mae:4273.87207 validation_1-mae:5999.76270 [1293] validation_0-mae:4273.01074 validation_1-mae:5999.27881 [1294] validation_0-mae:4271.78711 validation_1-mae:5999.55371 [1295] validation_0-mae:4270.95703 validation_1-mae:5999.69873 [1296] validation_0-mae:4270.55615 validation_1-mae:5999.51611 [1297] validation_0-mae:4269.68066 validation_1-mae:5999.46826 [1298] validation_0-mae:4269.55615 validation_1-mae:5999.53711 [1299] validation_0-mae:4269.13672 validation_1-mae:5999.60791 [1300] validation_0-mae:4268.31299 validation_1-mae:6000.07031 [1301] validation_0-mae:4267.73291 validation_1-mae:6000.09814 [1302] validation_0-mae:4267.53955 validation_1-mae:5999.93750 [1303] validation_0-mae:4266.79346 validation_1-mae:6000.26953 [1304] validation_0-mae:4266.39502 validation_1-mae:6000.17236 [1305] validation_0-mae:4265.40674 validation_1-mae:5999.77051 [1306] validation_0-mae:4264.95068 validation_1-mae:5999.58838 [1307] validation_0-mae:4263.89990 validation_1-mae:5999.26953 [1308] validation_0-mae:4262.76709 validation_1-mae:5999.25049 [1309] validation_0-mae:4261.78711 validation_1-mae:5999.26416 [1310] validation_0-mae:4261.08887 validation_1-mae:5999.34570 [1311] validation_0-mae:4259.82910 validation_1-mae:5999.00391 [1312] validation_0-mae:4259.08838 validation_1-mae:5999.43115 [1313] validation_0-mae:4257.12744 validation_1-mae:5999.66406 [1314] validation_0-mae:4256.01562 validation_1-mae:5999.70947 [1315] validation_0-mae:4254.56592 validation_1-mae:5999.46680 [1316] validation_0-mae:4253.76611 validation_1-mae:5998.90967 [1317] validation_0-mae:4252.56055 validation_1-mae:5998.84961 [1318] validation_0-mae:4251.97168 validation_1-mae:5999.08447 [1319] validation_0-mae:4251.48291 validation_1-mae:5999.05908 [1320] validation_0-mae:4250.61572 validation_1-mae:5998.68408 [1321] validation_0-mae:4250.34863 validation_1-mae:5998.84424 [1322] validation_0-mae:4248.47607 validation_1-mae:5998.70410 [1323] validation_0-mae:4247.79639 validation_1-mae:5998.82910 [1324] validation_0-mae:4247.01318 validation_1-mae:5998.64160 [1325] validation_0-mae:4245.59473 validation_1-mae:5998.40576 [1326] validation_0-mae:4245.07617 validation_1-mae:5998.56543 [1327] validation_0-mae:4243.86816 validation_1-mae:5998.47949 [1328] validation_0-mae:4243.23730 validation_1-mae:5998.15674 [1329] validation_0-mae:4242.22266 validation_1-mae:5997.79297 [1330] validation_0-mae:4241.57812 validation_1-mae:5997.70361 [1331] validation_0-mae:4240.99512 validation_1-mae:5997.79541 [1332] validation_0-mae:4240.41650 validation_1-mae:5997.86621 [1333] validation_0-mae:4239.53076 validation_1-mae:5998.26709 [1334] validation_0-mae:4238.92480 validation_1-mae:5998.40088 [1335] validation_0-mae:4237.82422 validation_1-mae:5999.06836 [1336] validation_0-mae:4237.08594 validation_1-mae:5999.78955 [1337] validation_0-mae:4236.28662 validation_1-mae:5999.92188 [1338] validation_0-mae:4235.50195 validation_1-mae:6000.07471 [1339] validation_0-mae:4234.70850 validation_1-mae:6000.04639 [1340] validation_0-mae:4233.74219 validation_1-mae:5999.63037 [1341] validation_0-mae:4232.54541 validation_1-mae:5999.44775 [1342] validation_0-mae:4230.92578 validation_1-mae:5999.02734 [1343] validation_0-mae:4229.51562 validation_1-mae:5999.73242 [1344] validation_0-mae:4228.59277 validation_1-mae:5999.90527 [1345] validation_0-mae:4226.71338 validation_1-mae:5999.32031 [1346] validation_0-mae:4224.88574 validation_1-mae:5999.09814 [1347] validation_0-mae:4223.86084 validation_1-mae:5999.29053 [1348] validation_0-mae:4222.85645 validation_1-mae:5999.63623 [1349] validation_0-mae:4222.51025 validation_1-mae:5999.84668 [1350] validation_0-mae:4221.94873 validation_1-mae:6000.42578 [1351] validation_0-mae:4221.55762 validation_1-mae:6000.42383 [1352] validation_0-mae:4220.88379 validation_1-mae:6000.29980 [1353] validation_0-mae:4219.08057 validation_1-mae:6000.79297 [1354] validation_0-mae:4218.20166 validation_1-mae:6001.23633 [1355] validation_0-mae:4217.13184 validation_1-mae:6000.96680 [1356] validation_0-mae:4216.35156 validation_1-mae:6000.60205 [1357] validation_0-mae:4215.64941 validation_1-mae:6000.55957 [1358] validation_0-mae:4215.08154 validation_1-mae:6000.56006 [1359] validation_0-mae:4214.33936 validation_1-mae:6000.31641 [1360] validation_0-mae:4213.90772 validation_1-mae:6000.16113 [1361] validation_0-mae:4212.81836 validation_1-mae:6000.29785 [1362] validation_0-mae:4211.55957 validation_1-mae:5999.99170 [1363] validation_0-mae:4211.03223 validation_1-mae:6000.02002 [1364] validation_0-mae:4209.85400 validation_1-mae:5999.57617 [1365] validation_0-mae:4208.75049 validation_1-mae:5999.81348 [1366] validation_0-mae:4207.91357 validation_1-mae:5999.82178 [1367] validation_0-mae:4207.51465 validation_1-mae:5999.70898 [1368] validation_0-mae:4207.00488 validation_1-mae:5999.82764 [1369] validation_0-mae:4206.22998 validation_1-mae:6000.06934 [1370] validation_0-mae:4205.62061 validation_1-mae:5999.87842 [1371] validation_0-mae:4204.83740 validation_1-mae:5999.84814 [1372] validation_0-mae:4203.92090 validation_1-mae:6000.04199 [1373] validation_0-mae:4203.03076 validation_1-mae:5999.66309 [1374] validation_0-mae:4202.54102 validation_1-mae:5999.71582 [1375] validation_0-mae:4201.72217 validation_1-mae:5999.52295 [1376] validation_0-mae:4201.21973 validation_1-mae:5999.33838 [1377] validation_0-mae:4200.19775 validation_1-mae:5998.64014 [1378] validation_0-mae:4199.68457 validation_1-mae:5998.57861 [1379] validation_0-mae:4198.79541 validation_1-mae:5998.39355 [1380] validation_0-mae:4197.67822 validation_1-mae:5998.40039 [1381] validation_0-mae:4196.87793 validation_1-mae:5998.70703 [1382] validation_0-mae:4196.04053 validation_1-mae:5998.43311 [1383] validation_0-mae:4195.30273 validation_1-mae:5998.44189 [1384] validation_0-mae:4193.98438 validation_1-mae:5998.05176 [1385] validation_0-mae:4193.42529 validation_1-mae:5998.10156 [1386] validation_0-mae:4192.75732 validation_1-mae:5997.79248 [1387] validation_0-mae:4191.53418 validation_1-mae:5997.71973 [1388] validation_0-mae:4190.64014 validation_1-mae:5997.55908 [1389] validation_0-mae:4189.85596 validation_1-mae:5997.53027 [1390] validation_0-mae:4189.78955 validation_1-mae:5997.58447 [1391] validation_0-mae:4189.62451 validation_1-mae:5997.54248 [1392] validation_0-mae:4188.45459 validation_1-mae:5997.23291 [1393] validation_0-mae:4187.75684 validation_1-mae:5997.17725 [1394] validation_0-mae:4187.12012 validation_1-mae:5997.26074 [1395] validation_0-mae:4186.28027 validation_1-mae:5996.88281 [1396] validation_0-mae:4185.56494 validation_1-mae:5996.35547 [1397] validation_0-mae:4184.42188 validation_1-mae:5996.30566 [1398] validation_0-mae:4183.60254 validation_1-mae:5996.82520 [1399] validation_0-mae:4182.15283 validation_1-mae:5996.57080 [1400] validation_0-mae:4181.56494 validation_1-mae:5996.45264 [1401] validation_0-mae:4180.97949 validation_1-mae:5996.44531 [1402] validation_0-mae:4180.64404 validation_1-mae:5996.59473 [1403] validation_0-mae:4180.56836 validation_1-mae:5996.54590 [1404] validation_0-mae:4179.91016 validation_1-mae:5996.79932 [1405] validation_0-mae:4179.85156 validation_1-mae:5996.84326 [1406] validation_0-mae:4179.27197 validation_1-mae:5996.79053 [1407] validation_0-mae:4177.85449 validation_1-mae:5997.20068 [1408] validation_0-mae:4176.80713 validation_1-mae:5996.84814 [1409] validation_0-mae:4175.96045 validation_1-mae:5996.90381 [1410] validation_0-mae:4174.92432 validation_1-mae:5996.86816 [1411] validation_0-mae:4174.05908 validation_1-mae:5996.38818 [1412] validation_0-mae:4172.97510 validation_1-mae:5996.73633 [1413] validation_0-mae:4171.84570 validation_1-mae:5997.36816 [1414] validation_0-mae:4170.90381 validation_1-mae:5997.79346 [1415] validation_0-mae:4169.99658 validation_1-mae:5997.27344 [1416] validation_0-mae:4169.16211 validation_1-mae:5997.04883 [1417] validation_0-mae:4168.26562 validation_1-mae:5996.80322 [1418] validation_0-mae:4166.95801 validation_1-mae:5997.15723 [1419] validation_0-mae:4166.83105 validation_1-mae:5997.15137 [1420] validation_0-mae:4165.90625 validation_1-mae:5997.08789 [1421] validation_0-mae:4165.26660 validation_1-mae:5997.24072 [1422] validation_0-mae:4164.08447 validation_1-mae:5997.61963 [1423] validation_0-mae:4163.46436 validation_1-mae:5997.35254 [1424] validation_0-mae:4163.17334 validation_1-mae:5997.14111 [1425] validation_0-mae:4162.28711 validation_1-mae:5996.74902 [1426] validation_0-mae:4161.06494 validation_1-mae:5996.46924 [1427] validation_0-mae:4160.24805 validation_1-mae:5996.43213 [1428] validation_0-mae:4159.28467 validation_1-mae:5996.34522 [1429] validation_0-mae:4158.46680 validation_1-mae:5996.08838 [1430] validation_0-mae:4157.40039 validation_1-mae:5995.64990 [1431] validation_0-mae:4156.30078 validation_1-mae:5996.24756 [1432] validation_0-mae:4155.43945 validation_1-mae:5996.37012 [1433] validation_0-mae:4154.06445 validation_1-mae:5996.19727 [1434] validation_0-mae:4152.90283 validation_1-mae:5996.07275 [1435] validation_0-mae:4152.02197 validation_1-mae:5995.83105 [1436] validation_0-mae:4151.17236 validation_1-mae:5995.81543 [1437] validation_0-mae:4149.59912 validation_1-mae:5995.79883 [1438] validation_0-mae:4148.52978 validation_1-mae:5995.80664 [1439] validation_0-mae:4147.96973 validation_1-mae:5995.43799 [1440] validation_0-mae:4147.14355 validation_1-mae:5995.96826 [1441] validation_0-mae:4146.14160 validation_1-mae:5994.94824 [1442] validation_0-mae:4145.74658 validation_1-mae:5995.04639 [1443] validation_0-mae:4145.24365 validation_1-mae:5995.84766 [1444] validation_0-mae:4144.40674 validation_1-mae:5995.34082 [1445] validation_0-mae:4143.52686 validation_1-mae:5995.15625 [1446] validation_0-mae:4142.39893 validation_1-mae:5995.56201 [1447] validation_0-mae:4141.12305 validation_1-mae:5995.48584 [1448] validation_0-mae:4139.98047 validation_1-mae:5995.74268 [1449] validation_0-mae:4138.87744 validation_1-mae:5995.68555 [1450] validation_0-mae:4138.40820 validation_1-mae:5995.58301 [1451] validation_0-mae:4137.49121 validation_1-mae:5995.47705 [1452] validation_0-mae:4136.29541 validation_1-mae:5995.67432 [1453] validation_0-mae:4135.43897 validation_1-mae:5995.48682 [1454] validation_0-mae:4134.79346 validation_1-mae:5995.58887 [1455] validation_0-mae:4134.10596 validation_1-mae:5995.61523 [1456] validation_0-mae:4133.24756 validation_1-mae:5995.74268 [1457] validation_0-mae:4132.81689 validation_1-mae:5995.39062 [1458] validation_0-mae:4132.52295 validation_1-mae:5995.79150 [1459] validation_0-mae:4130.62939 validation_1-mae:5994.96728 [1460] validation_0-mae:4130.24805 validation_1-mae:5994.93701 [1461] validation_0-mae:4129.39893 validation_1-mae:5995.04980 [1462] validation_0-mae:4128.71191 validation_1-mae:5995.08887 [1463] validation_0-mae:4127.52686 validation_1-mae:5995.41650 [1464] validation_0-mae:4127.40869 validation_1-mae:5995.47998 [1465] validation_0-mae:4126.55420 validation_1-mae:5995.04053 [1466] validation_0-mae:4125.32227 validation_1-mae:5994.84473 [1467] validation_0-mae:4124.03027 validation_1-mae:5993.94580 [1468] validation_0-mae:4122.70557 validation_1-mae:5993.37500 [1469] validation_0-mae:4122.27686 validation_1-mae:5993.30518 [1470] validation_0-mae:4121.16455 validation_1-mae:5992.92236 [1471] validation_0-mae:4120.87109 validation_1-mae:5992.92969 [1472] validation_0-mae:4118.74072 validation_1-mae:5993.28760 [1473] validation_0-mae:4117.75830 validation_1-mae:5992.58594 [1474] validation_0-mae:4116.77881 validation_1-mae:5992.47314 [1475] validation_0-mae:4116.25732 validation_1-mae:5992.44922 [1476] validation_0-mae:4115.85596 validation_1-mae:5992.59277 [1477] validation_0-mae:4115.29297 validation_1-mae:5992.87695 [1478] validation_0-mae:4115.03076 validation_1-mae:5992.68506 [1479] validation_0-mae:4114.18750 validation_1-mae:5992.34277 [1480] validation_0-mae:4113.25342 validation_1-mae:5992.66846 [1481] validation_0-mae:4112.93994 validation_1-mae:5992.70752 [1482] validation_0-mae:4112.47656 validation_1-mae:5992.73193 [1483] validation_0-mae:4111.10254 validation_1-mae:5992.65576 [1484] validation_0-mae:4110.63770 validation_1-mae:5992.52539 [1485] validation_0-mae:4109.00879 validation_1-mae:5991.96094 [1486] validation_0-mae:4107.50195 validation_1-mae:5992.08203 [1487] validation_0-mae:4106.22656 validation_1-mae:5991.94189 [1488] validation_0-mae:4105.87158 validation_1-mae:5991.96777 [1489] validation_0-mae:4104.96777 validation_1-mae:5991.60596 [1490] validation_0-mae:4103.29639 validation_1-mae:5991.70459 [1491] validation_0-mae:4102.28369 validation_1-mae:5991.43066 [1492] validation_0-mae:4101.17041 validation_1-mae:5991.20020 [1493] validation_0-mae:4100.16357 validation_1-mae:5990.90234 [1494] validation_0-mae:4099.45850 validation_1-mae:5991.46924 [1495] validation_0-mae:4098.84277 validation_1-mae:5991.54688 [1496] validation_0-mae:4097.85986 validation_1-mae:5991.30518 [1497] validation_0-mae:4097.18603 validation_1-mae:5991.48584 [1498] validation_0-mae:4096.11035 validation_1-mae:5991.38330 [1499] validation_0-mae:4095.60644 validation_1-mae:5991.36377 [1500] validation_0-mae:4095.12085 validation_1-mae:5991.37549 [1501] validation_0-mae:4094.19165 validation_1-mae:5991.49561 [1502] validation_0-mae:4093.11792 validation_1-mae:5991.52881 [1503] validation_0-mae:4092.59180 validation_1-mae:5991.64941 [1504] validation_0-mae:4091.53687 validation_1-mae:5991.72998 [1505] validation_0-mae:4090.89624 validation_1-mae:5991.73340 [1506] validation_0-mae:4089.57935 validation_1-mae:5991.91211 [1507] validation_0-mae:4087.93384 validation_1-mae:5992.08789 [1508] validation_0-mae:4086.81641 validation_1-mae:5992.19385 [1509] validation_0-mae:4085.99731 validation_1-mae:5992.14990 [1510] validation_0-mae:4084.94946 validation_1-mae:5991.97461 [1511] validation_0-mae:4084.23486 validation_1-mae:5992.57764 [1512] validation_0-mae:4083.12598 validation_1-mae:5992.93603 [1513] validation_0-mae:4081.90454 validation_1-mae:5992.88574 [1514] validation_0-mae:4081.45947 validation_1-mae:5993.17334 [1515] validation_0-mae:4080.61768 validation_1-mae:5992.59277 [1516] validation_0-mae:4080.22559 validation_1-mae:5992.75977 [1517] validation_0-mae:4079.99365 validation_1-mae:5992.85693 [1518] validation_0-mae:4078.74561 validation_1-mae:5992.86035 [1519] validation_0-mae:4077.43115 validation_1-mae:5993.16846 [1520] validation_0-mae:4076.49243 validation_1-mae:5993.08252 [1521] validation_0-mae:4075.85571 validation_1-mae:5993.05225 [1522] validation_0-mae:4074.54956 validation_1-mae:5992.42627 [1523] validation_0-mae:4074.32275 validation_1-mae:5992.45410 [1524] validation_0-mae:4072.96216 validation_1-mae:5992.54004 [1525] validation_0-mae:4071.42993 validation_1-mae:5992.27588 [1526] validation_0-mae:4070.41797 validation_1-mae:5992.44336 [1527] validation_0-mae:4069.79028 validation_1-mae:5992.28564 [1528] validation_0-mae:4069.06055 validation_1-mae:5992.31397 [1529] validation_0-mae:4068.85938 validation_1-mae:5992.16162 [1530] validation_0-mae:4067.44360 validation_1-mae:5992.75537 [1531] validation_0-mae:4066.77222 validation_1-mae:5992.62793 [1532] validation_0-mae:4065.64356 validation_1-mae:5993.06543 [1533] validation_0-mae:4064.76465 validation_1-mae:5992.97412 [1534] validation_0-mae:4064.44727 validation_1-mae:5993.20166 [1535] validation_0-mae:4064.23999 validation_1-mae:5993.26611 [1536] validation_0-mae:4063.57544 validation_1-mae:5993.45410 [1537] validation_0-mae:4061.65381 validation_1-mae:5994.09473 [1538] validation_0-mae:4060.71606 validation_1-mae:5994.28369 [1539] validation_0-mae:4059.59766 validation_1-mae:5994.38574 [1540] validation_0-mae:4059.00977 validation_1-mae:5994.46680 [1541] validation_0-mae:4058.18042 validation_1-mae:5994.12402 [1542] validation_0-mae:4057.54517 validation_1-mae:5994.16406 [1543] validation_0-mae:4056.93286 validation_1-mae:5994.16406 [1544] validation_0-mae:4056.41357 validation_1-mae:5994.16943 [1545] validation_0-mae:4055.38794 validation_1-mae:5993.92773 [1546] validation_0-mae:4054.89038 validation_1-mae:5993.51514 [1547] validation_0-mae:4054.23462 validation_1-mae:5993.64404 [1548] validation_0-mae:4053.70019 validation_1-mae:5993.33984 [1549] validation_0-mae:4053.63769 validation_1-mae:5993.33545 [1550] validation_0-mae:4053.05371 validation_1-mae:5993.38965 [1551] validation_0-mae:4052.38086 validation_1-mae:5993.08643 [1552] validation_0-mae:4051.60083 validation_1-mae:5992.59668 [1553] validation_0-mae:4051.22168 validation_1-mae:5992.78027 [1554] validation_0-mae:4050.73413 validation_1-mae:5992.77930 [1555] validation_0-mae:4049.72168 validation_1-mae:5993.00147 [1556] validation_0-mae:4049.38281 validation_1-mae:5992.96289 [1557] validation_0-mae:4048.63769 validation_1-mae:5993.31006 [1558] validation_0-mae:4048.29370 validation_1-mae:5993.32275 [1559] validation_0-mae:4047.57373 validation_1-mae:5993.48193 [1560] validation_0-mae:4047.06030 validation_1-mae:5993.69189 [1561] validation_0-mae:4046.65356 validation_1-mae:5993.96728 [1562] validation_0-mae:4046.02637 validation_1-mae:5994.29199 [1563] validation_0-mae:4045.97461 validation_1-mae:5994.30859 [1564] validation_0-mae:4045.94605 validation_1-mae:5994.35742 [1565] validation_0-mae:4045.37939 validation_1-mae:5994.35742 [1566] validation_0-mae:4044.74048 validation_1-mae:5994.42188 [1567] validation_0-mae:4043.74292 validation_1-mae:5994.18506 [1568] validation_0-mae:4042.64404 validation_1-mae:5994.27148 [1569] validation_0-mae:4042.08350 validation_1-mae:5994.28125 [1570] validation_0-mae:4041.12427 validation_1-mae:5994.88525 [1571] validation_0-mae:4040.05469 validation_1-mae:5994.78711 [1572] validation_0-mae:4039.48438 validation_1-mae:5995.06152 [1573] validation_0-mae:4038.79053 validation_1-mae:5994.85352 [1574] validation_0-mae:4038.06006 validation_1-mae:5995.17041 [1575] validation_0-mae:4037.73584 validation_1-mae:5995.27441 [1576] validation_0-mae:4037.07715 validation_1-mae:5995.39795 [1577] validation_0-mae:4036.47876 validation_1-mae:5995.25879 [1578] validation_0-mae:4035.72998 validation_1-mae:5995.41699 [1579] validation_0-mae:4035.27344 validation_1-mae:5995.34863 [1580] validation_0-mae:4033.47266 validation_1-mae:5995.46436 [1581] validation_0-mae:4032.93726 validation_1-mae:5995.56445 [1582] validation_0-mae:4032.40039 validation_1-mae:5995.54346 [1583] validation_0-mae:4032.08960 validation_1-mae:5995.76904 [1584] validation_0-mae:4031.06958 validation_1-mae:5995.23486 [1585] validation_0-mae:4029.88843 validation_1-mae:5995.10059 [1586] validation_0-mae:4029.17188 validation_1-mae:5994.94238 [1587] validation_0-mae:4028.22217 validation_1-mae:5995.04932 [1588] validation_0-mae:4027.21362 validation_1-mae:5995.16992 [1589] validation_0-mae:4026.80518 validation_1-mae:5995.16553 [1590] validation_0-mae:4026.05176 validation_1-mae:5995.22656 [1591] validation_0-mae:4025.51880 validation_1-mae:5995.43066 [1592] validation_0-mae:4024.92334 validation_1-mae:5995.61328 [1593] validation_0-mae:4024.03662 validation_1-mae:5995.52197 [1594] validation_0-mae:4023.24023 validation_1-mae:5995.55518 [1595] validation_0-mae:4022.75244 validation_1-mae:5995.32617 [1596] validation_0-mae:4022.44165 validation_1-mae:5995.51904 [1597] validation_0-mae:4020.79590 validation_1-mae:5994.70605 [1598] validation_0-mae:4020.07861 validation_1-mae:5994.36279 [1599] validation_0-mae:4018.64185 validation_1-mae:5994.65430 [1600] validation_0-mae:4017.30444 validation_1-mae:5995.03272 [1601] validation_0-mae:4016.88232 validation_1-mae:5995.14111 [1602] validation_0-mae:4016.50171 validation_1-mae:5995.20410 [1603] validation_0-mae:4015.62695 validation_1-mae:5994.87988 [1604] validation_0-mae:4014.19873 validation_1-mae:5995.13184 [1605] validation_0-mae:4013.46045 validation_1-mae:5995.16943 [1606] validation_0-mae:4012.89233 validation_1-mae:5995.23877 [1607] validation_0-mae:4012.39697 validation_1-mae:5995.51660 [1608] validation_0-mae:4011.64722 validation_1-mae:5995.51758 [1609] validation_0-mae:4011.33057 validation_1-mae:5995.90967 [1610] validation_0-mae:4010.80005 validation_1-mae:5996.12647 [1611] validation_0-mae:4009.45288 validation_1-mae:5995.76953 [1612] validation_0-mae:4008.66894 validation_1-mae:5996.20459 [1613] validation_0-mae:4007.93335 validation_1-mae:5996.12305 [1614] validation_0-mae:4007.42285 validation_1-mae:5996.50293 [1615] validation_0-mae:4006.66480 validation_1-mae:5996.55566 [1616] validation_0-mae:4006.26489 validation_1-mae:5996.53418 [1617] validation_0-mae:4005.95483 validation_1-mae:5996.78809 [1618] validation_0-mae:4005.04541 validation_1-mae:5996.73438 [1619] validation_0-mae:4004.29736 validation_1-mae:5996.50391 [1620] validation_0-mae:4003.39893 validation_1-mae:5996.27881 [1621] validation_0-mae:4002.44653 validation_1-mae:5996.14404 [1622] validation_0-mae:4001.52344 validation_1-mae:5996.66846 [1623] validation_0-mae:4001.01514 validation_1-mae:5996.72607 [1624] validation_0-mae:4000.40186 validation_1-mae:5996.92236 [1625] validation_0-mae:3999.94849 validation_1-mae:5996.91748 [1626] validation_0-mae:3999.24365 validation_1-mae:5997.08789 [1627] validation_0-mae:3998.49609 validation_1-mae:5997.32227 [1628] validation_0-mae:3997.93945 validation_1-mae:5997.26270 [1629] validation_0-mae:3996.56128 validation_1-mae:5997.21338 [1630] validation_0-mae:3996.23779 validation_1-mae:5997.35938 [1631] validation_0-mae:3994.94043 validation_1-mae:5997.71826 [1632] validation_0-mae:3994.49268 validation_1-mae:5997.50928 [1633] validation_0-mae:3993.78174 validation_1-mae:5997.14844 [1634] validation_0-mae:3993.11597 validation_1-mae:5997.16309 [1635] validation_0-mae:3991.92114 validation_1-mae:5997.14062 [1636] validation_0-mae:3991.24292 validation_1-mae:5996.82910 [1637] validation_0-mae:3990.63306 validation_1-mae:5997.30811 [1638] validation_0-mae:3990.08472 validation_1-mae:5997.34131 [1639] validation_0-mae:3989.22485 validation_1-mae:5997.54150 [1640] validation_0-mae:3988.46216 validation_1-mae:5997.65820 [1641] validation_0-mae:3987.48926 validation_1-mae:5997.89258 [1642] validation_0-mae:3986.48486 validation_1-mae:5998.58740 [1643] validation_0-mae:3986.43652 validation_1-mae:5998.64795 [1644] validation_0-mae:3985.94702 validation_1-mae:5998.80762 [1645] validation_0-mae:3984.80273 validation_1-mae:5998.88232 [1646] validation_0-mae:3984.03369 validation_1-mae:5999.29395 [1647] validation_0-mae:3982.89722 validation_1-mae:5999.45410 [1648] validation_0-mae:3981.54932 validation_1-mae:5998.64893 [1649] validation_0-mae:3980.86670 validation_1-mae:5998.72070 [1650] validation_0-mae:3980.18066 validation_1-mae:5998.84424 [1651] validation_0-mae:3978.73975 validation_1-mae:5998.96875 [1652] validation_0-mae:3977.66846 validation_1-mae:5999.37500 [1653] validation_0-mae:3975.99316 validation_1-mae:5999.30029 [1654] validation_0-mae:3975.51782 validation_1-mae:5999.46436 [1655] validation_0-mae:3975.07227 validation_1-mae:5999.54834 [1656] validation_0-mae:3974.60181 validation_1-mae:5999.36865 [1657] validation_0-mae:3973.31470 validation_1-mae:5999.17236 [1658] validation_0-mae:3972.41455 validation_1-mae:5999.12695 [1659] validation_0-mae:3971.07373 validation_1-mae:5998.98633 [1660] validation_0-mae:3970.25903 validation_1-mae:5999.33643 [1661] validation_0-mae:3968.78418 validation_1-mae:5999.12061 [1662] validation_0-mae:3968.23486 validation_1-mae:5999.36133 [1663] validation_0-mae:3966.84229 validation_1-mae:5999.39258 [1664] validation_0-mae:3966.12988 validation_1-mae:5999.21631 [1665] validation_0-mae:3965.56689 validation_1-mae:5999.05615 [1666] validation_0-mae:3964.71826 validation_1-mae:5999.59277 [1667] validation_0-mae:3963.60034 validation_1-mae:5999.87402 [1668] validation_0-mae:3962.50464 validation_1-mae:5999.71924 [1669] validation_0-mae:3961.96704 validation_1-mae:5999.84619 [1670] validation_0-mae:3960.68384 validation_1-mae:5999.16895 [1671] validation_0-mae:3960.34009 validation_1-mae:5999.16406 [1672] validation_0-mae:3960.04590 validation_1-mae:5999.17871 [1673] validation_0-mae:3959.57227 validation_1-mae:5999.16699 [1674] validation_0-mae:3958.54443 validation_1-mae:5999.42725 [1675] validation_0-mae:3957.76782 validation_1-mae:5999.38965 [1676] validation_0-mae:3957.24976 validation_1-mae:5999.35205 [1677] validation_0-mae:3956.54492 validation_1-mae:5998.90674 [1678] validation_0-mae:3955.83228 validation_1-mae:5998.83740 [1679] validation_0-mae:3955.13721 validation_1-mae:5998.95117 [1680] validation_0-mae:3954.44800 validation_1-mae:5998.74121 [1681] validation_0-mae:3953.12817 validation_1-mae:5998.94434 [1682] validation_0-mae:3952.20215 validation_1-mae:5999.35840 [1683] validation_0-mae:3951.68701 validation_1-mae:5999.22119 [1684] validation_0-mae:3951.18286 validation_1-mae:5998.94287 [1685] validation_0-mae:3950.39819 validation_1-mae:5998.56934 [1686] validation_0-mae:3949.88550 validation_1-mae:5998.82373 [1687] validation_0-mae:3949.41284 validation_1-mae:5999.11377 [1688] validation_0-mae:3948.37305 validation_1-mae:5998.89111 [1689] validation_0-mae:3948.06909 validation_1-mae:5998.97754 [1690] validation_0-mae:3947.10742 validation_1-mae:5999.67139 [1691] validation_0-mae:3946.01025 validation_1-mae:5999.69189 [1692] validation_0-mae:3945.63330 validation_1-mae:5999.78223 [1693] validation_0-mae:3944.87231 validation_1-mae:5999.70117 [1694] validation_0-mae:3944.23193 validation_1-mae:5999.82666 [1695] validation_0-mae:3943.49292 validation_1-mae:6000.07568 [1696] validation_0-mae:3942.65234 validation_1-mae:6000.36279 [1697] validation_0-mae:3941.89307 validation_1-mae:5999.70020 [1698] validation_0-mae:3941.28320 validation_1-mae:5999.60791 [1699] validation_0-mae:3940.48877 validation_1-mae:5999.59473 Dropping: pierwszy [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15547.61035 [7] validation_0-mae:14475.86523 validation_1-mae:14248.44043 [8] validation_0-mae:13346.72363 validation_1-mae:13126.25098 [9] validation_0-mae:12383.51367 validation_1-mae:12166.47266 [10] validation_0-mae:11563.51367 validation_1-mae:11350.34766 [11] validation_0-mae:10874.35449 validation_1-mae:10668.62012 [12] validation_0-mae:10304.22168 validation_1-mae:10105.84180 [13] validation_0-mae:9819.97461 validation_1-mae:9626.03906 [14] validation_0-mae:9418.90527 validation_1-mae:9235.37988 [15] validation_0-mae:9084.41894 validation_1-mae:8907.95312 [16] validation_0-mae:8802.76660 validation_1-mae:8636.54394 [17] validation_0-mae:8567.56836 validation_1-mae:8412.11231 [18] validation_0-mae:8374.73828 validation_1-mae:8223.93457 [19] validation_0-mae:8211.97070 validation_1-mae:8070.99561 [20] validation_0-mae:8069.25439 validation_1-mae:7939.85840 [21] validation_0-mae:7944.89600 validation_1-mae:7831.93897 [22] validation_0-mae:7846.75684 validation_1-mae:7745.51221 [23] validation_0-mae:7760.49268 validation_1-mae:7676.38379 [24] validation_0-mae:7676.77881 validation_1-mae:7598.03711 [25] validation_0-mae:7604.22461 validation_1-mae:7534.71680 [26] validation_0-mae:7548.76855 validation_1-mae:7487.93262 [27] validation_0-mae:7488.48926 validation_1-mae:7433.90234 [28] validation_0-mae:7439.25342 validation_1-mae:7392.81201 [29] validation_0-mae:7397.08154 validation_1-mae:7358.57764 [30] validation_0-mae:7361.37988 validation_1-mae:7328.11182 [31] validation_0-mae:7320.82324 validation_1-mae:7291.57178 [32] validation_0-mae:7292.41406 validation_1-mae:7274.10498 [33] validation_0-mae:7264.21289 validation_1-mae:7253.47559 [34] validation_0-mae:7233.89893 validation_1-mae:7233.51660 [35] validation_0-mae:7202.42920 validation_1-mae:7208.87305 [36] validation_0-mae:7185.20361 validation_1-mae:7195.45850 [37] validation_0-mae:7167.49853 validation_1-mae:7185.44287 [38] validation_0-mae:7142.06152 validation_1-mae:7163.94434 [39] validation_0-mae:7120.69287 validation_1-mae:7146.75781 [40] validation_0-mae:7102.86865 validation_1-mae:7136.38965 [41] validation_0-mae:7086.70312 validation_1-mae:7123.99512 [42] validation_0-mae:7069.58447 validation_1-mae:7113.25293 [43] validation_0-mae:7049.53027 validation_1-mae:7098.85547 [44] validation_0-mae:7037.05225 validation_1-mae:7088.06934 [45] validation_0-mae:7011.79150 validation_1-mae:7067.62598 [46] validation_0-mae:6988.35352 validation_1-mae:7047.82666 [47] validation_0-mae:6972.47510 validation_1-mae:7039.75928 [48] validation_0-mae:6947.78906 validation_1-mae:7021.29102 [49] validation_0-mae:6933.60693 validation_1-mae:7011.24023 [50] validation_0-mae:6915.68603 validation_1-mae:6998.31103 [51] validation_0-mae:6900.50488 validation_1-mae:6986.04150 [52] validation_0-mae:6889.53467 validation_1-mae:6980.56836 [53] validation_0-mae:6875.61865 validation_1-mae:6971.03027 [54] validation_0-mae:6865.31982 validation_1-mae:6966.60352 [55] validation_0-mae:6847.64014 validation_1-mae:6951.06055 [56] validation_0-mae:6830.93555 validation_1-mae:6936.59766 [57] validation_0-mae:6822.21094 validation_1-mae:6932.46533 [58] validation_0-mae:6810.76611 validation_1-mae:6921.97266 [59] validation_0-mae:6795.53564 validation_1-mae:6908.62891 [60] validation_0-mae:6783.22656 validation_1-mae:6897.74170 [61] validation_0-mae:6770.05859 validation_1-mae:6889.17920 [62] validation_0-mae:6758.64160 validation_1-mae:6881.90137 [63] validation_0-mae:6750.26953 validation_1-mae:6874.45166 [64] validation_0-mae:6736.54150 validation_1-mae:6866.53711 [65] validation_0-mae:6724.61670 validation_1-mae:6856.81641 [66] validation_0-mae:6714.37158 validation_1-mae:6849.16504 [67] validation_0-mae:6697.20166 validation_1-mae:6833.85889 [68] validation_0-mae:6684.85449 validation_1-mae:6824.35596 [69] validation_0-mae:6677.20068 validation_1-mae:6817.94873 [70] validation_0-mae:6668.48877 validation_1-mae:6811.43018 [71] validation_0-mae:6655.30713 validation_1-mae:6801.18750 [72] validation_0-mae:6643.41797 validation_1-mae:6791.75391 [73] validation_0-mae:6635.60254 validation_1-mae:6785.67480 [74] validation_0-mae:6621.21631 validation_1-mae:6774.32227 [75] validation_0-mae:6614.02490 validation_1-mae:6770.63232 [76] validation_0-mae:6605.29199 validation_1-mae:6766.18018 [77] validation_0-mae:6595.83350 validation_1-mae:6758.40869 [78] validation_0-mae:6585.70459 validation_1-mae:6750.09424 [79] validation_0-mae:6576.04590 validation_1-mae:6744.53857 [80] validation_0-mae:6567.32568 validation_1-mae:6738.54541 [81] validation_0-mae:6555.86328 validation_1-mae:6730.73340 [82] validation_0-mae:6550.08203 validation_1-mae:6728.18164 [83] validation_0-mae:6539.64746 validation_1-mae:6719.81445 [84] validation_0-mae:6529.30029 validation_1-mae:6710.44580 [85] validation_0-mae:6519.02441 validation_1-mae:6703.79443 [86] validation_0-mae:6510.89551 validation_1-mae:6699.36670 [87] validation_0-mae:6506.30713 validation_1-mae:6696.51660 [88] validation_0-mae:6496.34033 validation_1-mae:6690.45166 [89] validation_0-mae:6491.81201 validation_1-mae:6685.15234 [90] validation_0-mae:6482.53760 validation_1-mae:6679.17969 [91] validation_0-mae:6478.31299 validation_1-mae:6677.93848 [92] validation_0-mae:6467.85889 validation_1-mae:6671.56397 [93] validation_0-mae:6458.61035 validation_1-mae:6666.46191 [94] validation_0-mae:6449.60498 validation_1-mae:6660.31103 [95] validation_0-mae:6445.53174 validation_1-mae:6655.07959 [96] validation_0-mae:6436.98291 validation_1-mae:6649.46143 [97] validation_0-mae:6430.75293 validation_1-mae:6644.70264 [98] validation_0-mae:6422.45898 validation_1-mae:6638.92773 [99] validation_0-mae:6418.48926 validation_1-mae:6636.74072 [100] validation_0-mae:6414.68652 validation_1-mae:6634.43457 [101] validation_0-mae:6407.41162 validation_1-mae:6628.56885 [102] validation_0-mae:6402.57129 validation_1-mae:6625.35889 [103] validation_0-mae:6394.71045 validation_1-mae:6618.65430 [104] validation_0-mae:6387.29346 validation_1-mae:6613.84033 [105] validation_0-mae:6381.06348 validation_1-mae:6610.30908 [106] validation_0-mae:6376.08545 validation_1-mae:6608.37109 [107] validation_0-mae:6369.97363 validation_1-mae:6602.84326 [108] validation_0-mae:6367.67578 validation_1-mae:6600.83789 [109] validation_0-mae:6360.97852 validation_1-mae:6597.76709 [110] validation_0-mae:6355.74219 validation_1-mae:6592.55518 [111] validation_0-mae:6350.38672 validation_1-mae:6588.49609 [112] validation_0-mae:6344.50781 validation_1-mae:6584.10107 [113] validation_0-mae:6334.16797 validation_1-mae:6578.60254 [114] validation_0-mae:6325.84766 validation_1-mae:6572.69629 [115] validation_0-mae:6318.27002 validation_1-mae:6566.99316 [116] validation_0-mae:6314.46143 validation_1-mae:6564.77783 [117] validation_0-mae:6311.09180 validation_1-mae:6563.12647 [118] validation_0-mae:6306.59375 validation_1-mae:6560.05957 [119] validation_0-mae:6302.70947 validation_1-mae:6557.85254 [120] validation_0-mae:6297.16113 validation_1-mae:6556.29150 [121] validation_0-mae:6293.22900 validation_1-mae:6553.62451 [122] validation_0-mae:6284.89893 validation_1-mae:6545.72217 [123] validation_0-mae:6277.76660 validation_1-mae:6540.69727 [124] validation_0-mae:6272.32959 validation_1-mae:6537.98291 [125] validation_0-mae:6270.40625 validation_1-mae:6536.74316 [126] validation_0-mae:6262.24512 validation_1-mae:6530.81006 [127] validation_0-mae:6258.26660 validation_1-mae:6528.82520 [128] validation_0-mae:6251.10840 validation_1-mae:6524.77930 [129] validation_0-mae:6245.22217 validation_1-mae:6523.10742 [130] validation_0-mae:6239.06592 validation_1-mae:6518.83496 [131] validation_0-mae:6232.48779 validation_1-mae:6515.54639 [132] validation_0-mae:6227.82227 validation_1-mae:6512.47266 [133] validation_0-mae:6223.76270 validation_1-mae:6510.42969 [134] validation_0-mae:6217.86670 validation_1-mae:6508.51123 [135] validation_0-mae:6212.56689 validation_1-mae:6505.07861 [136] validation_0-mae:6210.17871 validation_1-mae:6504.43018 [137] validation_0-mae:6207.05762 validation_1-mae:6503.82568 [138] validation_0-mae:6203.52490 validation_1-mae:6503.32129 [139] validation_0-mae:6196.10352 validation_1-mae:6498.49707 [140] validation_0-mae:6190.25635 validation_1-mae:6494.05371 [141] validation_0-mae:6187.40039 validation_1-mae:6491.79346 [142] validation_0-mae:6183.10303 validation_1-mae:6488.46777 [143] validation_0-mae:6180.54688 validation_1-mae:6486.37891 [144] validation_0-mae:6176.43359 validation_1-mae:6483.40186 [145] validation_0-mae:6170.66943 validation_1-mae:6479.98730 [146] validation_0-mae:6166.96484 validation_1-mae:6478.66650 [147] validation_0-mae:6163.27100 validation_1-mae:6476.01318 [148] validation_0-mae:6157.49951 validation_1-mae:6472.96094 [149] validation_0-mae:6152.47217 validation_1-mae:6470.40186 [150] validation_0-mae:6148.23535 validation_1-mae:6469.39307 [151] validation_0-mae:6141.58008 validation_1-mae:6465.78711 [152] validation_0-mae:6137.05762 validation_1-mae:6463.27978 [153] validation_0-mae:6134.68066 validation_1-mae:6462.64111 [154] validation_0-mae:6132.89209 validation_1-mae:6461.64111 [155] validation_0-mae:6129.36133 validation_1-mae:6459.79150 [156] validation_0-mae:6123.09424 validation_1-mae:6456.92432 [157] validation_0-mae:6119.41455 validation_1-mae:6454.41650 [158] validation_0-mae:6115.17725 validation_1-mae:6452.85498 [159] validation_0-mae:6109.45312 validation_1-mae:6447.46094 [160] validation_0-mae:6104.47900 validation_1-mae:6444.81836 [161] validation_0-mae:6101.02393 validation_1-mae:6443.50439 [162] validation_0-mae:6098.24268 validation_1-mae:6441.60791 [163] validation_0-mae:6094.54150 validation_1-mae:6440.74951 [164] validation_0-mae:6090.36182 validation_1-mae:6438.04199 [165] validation_0-mae:6086.37598 validation_1-mae:6437.15430 [166] validation_0-mae:6083.85742 validation_1-mae:6435.82324 [167] validation_0-mae:6080.05713 validation_1-mae:6433.26953 [168] validation_0-mae:6076.77783 validation_1-mae:6431.72900 [169] validation_0-mae:6073.15234 validation_1-mae:6430.18115 [170] validation_0-mae:6070.82812 validation_1-mae:6429.22852 [171] validation_0-mae:6066.37988 validation_1-mae:6427.20117 [172] validation_0-mae:6064.82422 validation_1-mae:6426.45264 [173] validation_0-mae:6061.10059 validation_1-mae:6425.12256 [174] validation_0-mae:6055.21240 validation_1-mae:6421.82178 [175] validation_0-mae:6047.81397 validation_1-mae:6416.21582 [176] validation_0-mae:6043.19336 validation_1-mae:6413.82471 [177] validation_0-mae:6039.45459 validation_1-mae:6411.94873 [178] validation_0-mae:6033.99170 validation_1-mae:6409.01123 [179] validation_0-mae:6032.20020 validation_1-mae:6408.03906 [180] validation_0-mae:6028.96436 validation_1-mae:6406.76562 [181] validation_0-mae:6022.39746 validation_1-mae:6401.59668 [182] validation_0-mae:6018.28564 validation_1-mae:6399.38184 [183] validation_0-mae:6015.05518 validation_1-mae:6397.82031 [184] validation_0-mae:6011.81006 validation_1-mae:6397.27881 [185] validation_0-mae:6009.40869 validation_1-mae:6395.49121 [186] validation_0-mae:6007.80469 validation_1-mae:6394.77588 [187] validation_0-mae:6006.39014 validation_1-mae:6395.11816 [188] validation_0-mae:6002.34863 validation_1-mae:6392.83936 [189] validation_0-mae:5999.94580 validation_1-mae:6392.20605 [190] validation_0-mae:5993.26660 validation_1-mae:6387.98682 [191] validation_0-mae:5989.55859 validation_1-mae:6385.63916 [192] validation_0-mae:5985.26367 validation_1-mae:6384.11035 [193] validation_0-mae:5982.78613 validation_1-mae:6383.25000 [194] validation_0-mae:5979.91357 validation_1-mae:6381.27637 [195] validation_0-mae:5977.80420 validation_1-mae:6379.66162 [196] validation_0-mae:5975.07324 validation_1-mae:6378.55518 [197] validation_0-mae:5972.24121 validation_1-mae:6376.02441 [198] validation_0-mae:5970.32617 validation_1-mae:6375.39893 [199] validation_0-mae:5967.70020 validation_1-mae:6374.46436 [200] validation_0-mae:5964.69971 validation_1-mae:6374.04492 [201] validation_0-mae:5960.37549 validation_1-mae:6370.58496 [202] validation_0-mae:5956.03613 validation_1-mae:6369.21436 [203] validation_0-mae:5950.34668 validation_1-mae:6366.54102 [204] validation_0-mae:5945.55127 validation_1-mae:6363.39307 [205] validation_0-mae:5942.75098 validation_1-mae:6362.52246 [206] validation_0-mae:5941.95068 validation_1-mae:6362.30176 [207] validation_0-mae:5939.66406 validation_1-mae:6362.25928 [208] validation_0-mae:5937.23730 validation_1-mae:6361.64844 [209] validation_0-mae:5934.34668 validation_1-mae:6360.47314 [210] validation_0-mae:5931.17725 validation_1-mae:6360.34082 [211] validation_0-mae:5927.73584 validation_1-mae:6357.98779 [212] validation_0-mae:5924.22949 validation_1-mae:6354.31494 [213] validation_0-mae:5920.96777 validation_1-mae:6352.34131 [214] validation_0-mae:5916.84717 validation_1-mae:6350.40869 [215] validation_0-mae:5915.95410 validation_1-mae:6350.10352 [216] validation_0-mae:5912.01221 validation_1-mae:6349.93750 [217] validation_0-mae:5909.12695 validation_1-mae:6349.01465 [218] validation_0-mae:5906.45996 validation_1-mae:6348.56543 [219] validation_0-mae:5903.66943 validation_1-mae:6346.99268 [220] validation_0-mae:5901.09814 validation_1-mae:6346.09570 [221] validation_0-mae:5900.29346 validation_1-mae:6346.00147 [222] validation_0-mae:5898.40088 validation_1-mae:6345.08447 [223] validation_0-mae:5895.08008 validation_1-mae:6345.05811 [224] validation_0-mae:5891.60010 validation_1-mae:6343.43994 [225] validation_0-mae:5888.32715 validation_1-mae:6343.59717 [226] validation_0-mae:5883.42041 validation_1-mae:6341.92871 [227] validation_0-mae:5881.49121 validation_1-mae:6341.15381 [228] validation_0-mae:5878.68457 validation_1-mae:6340.33398 [229] validation_0-mae:5874.74121 validation_1-mae:6338.94238 [230] validation_0-mae:5872.88867 validation_1-mae:6338.44141 [231] validation_0-mae:5870.42383 validation_1-mae:6337.43994 [232] validation_0-mae:5868.70508 validation_1-mae:6336.34717 [233] validation_0-mae:5864.25684 validation_1-mae:6333.72168 [234] validation_0-mae:5859.98291 validation_1-mae:6331.81934 [235] validation_0-mae:5857.59180 validation_1-mae:6331.40625 [236] validation_0-mae:5853.70215 validation_1-mae:6328.92676 [237] validation_0-mae:5848.23438 validation_1-mae:6326.47803 [238] validation_0-mae:5847.66943 validation_1-mae:6326.52246 [239] validation_0-mae:5845.87402 validation_1-mae:6326.60791 [240] validation_0-mae:5845.10938 validation_1-mae:6326.77490 [241] validation_0-mae:5842.04492 validation_1-mae:6325.81836 [242] validation_0-mae:5839.33154 validation_1-mae:6323.94043 [243] validation_0-mae:5835.65088 validation_1-mae:6320.30713 [244] validation_0-mae:5831.97949 validation_1-mae:6318.73584 [245] validation_0-mae:5830.02441 validation_1-mae:6317.58496 [246] validation_0-mae:5828.44287 validation_1-mae:6317.01611 [247] validation_0-mae:5823.65625 validation_1-mae:6313.01367 [248] validation_0-mae:5820.98730 validation_1-mae:6311.70996 [249] validation_0-mae:5817.66602 validation_1-mae:6309.81103 [250] validation_0-mae:5814.99561 validation_1-mae:6307.42969 [251] validation_0-mae:5813.23535 validation_1-mae:6308.14600 [252] validation_0-mae:5809.20508 validation_1-mae:6306.38477 [253] validation_0-mae:5808.63477 validation_1-mae:6305.59619 [254] validation_0-mae:5806.59228 validation_1-mae:6305.32178 [255] validation_0-mae:5803.54004 validation_1-mae:6304.80518 [256] validation_0-mae:5800.86230 validation_1-mae:6304.34912 [257] validation_0-mae:5799.69727 validation_1-mae:6303.71777 [258] validation_0-mae:5796.45557 validation_1-mae:6303.31885 [259] validation_0-mae:5795.01562 validation_1-mae:6303.94922 [260] validation_0-mae:5791.94971 validation_1-mae:6301.90283 [261] validation_0-mae:5786.51660 validation_1-mae:6298.30469 [262] validation_0-mae:5784.55859 validation_1-mae:6298.67920 [263] validation_0-mae:5781.77686 validation_1-mae:6297.16895 [264] validation_0-mae:5779.34717 validation_1-mae:6296.22607 [265] validation_0-mae:5777.44580 validation_1-mae:6295.95605 [266] validation_0-mae:5774.36914 validation_1-mae:6294.50781 [267] validation_0-mae:5769.79883 validation_1-mae:6292.84033 [268] validation_0-mae:5766.94238 validation_1-mae:6291.68262 [269] validation_0-mae:5764.28272 validation_1-mae:6290.35840 [270] validation_0-mae:5759.94043 validation_1-mae:6286.53760 [271] validation_0-mae:5758.47656 validation_1-mae:6286.62158 [272] validation_0-mae:5755.22607 validation_1-mae:6286.67578 [273] validation_0-mae:5752.26514 validation_1-mae:6286.29785 [274] validation_0-mae:5751.53467 validation_1-mae:6285.83398 [275] validation_0-mae:5747.18359 validation_1-mae:6281.72900 [276] validation_0-mae:5743.21338 validation_1-mae:6279.58301 [277] validation_0-mae:5742.53955 validation_1-mae:6279.35352 [278] validation_0-mae:5741.12988 validation_1-mae:6279.37842 [279] validation_0-mae:5738.37744 validation_1-mae:6277.87451 [280] validation_0-mae:5733.46240 validation_1-mae:6277.56885 [281] validation_0-mae:5730.74902 validation_1-mae:6277.43652 [282] validation_0-mae:5727.35742 validation_1-mae:6275.88721 [283] validation_0-mae:5724.03613 validation_1-mae:6274.90186 [284] validation_0-mae:5722.82471 validation_1-mae:6274.65039 [285] validation_0-mae:5721.68408 validation_1-mae:6274.97314 [286] validation_0-mae:5718.94727 validation_1-mae:6274.39111 [287] validation_0-mae:5718.07471 validation_1-mae:6273.26611 [288] validation_0-mae:5715.77100 validation_1-mae:6271.80664 [289] validation_0-mae:5713.60156 validation_1-mae:6271.35791 [290] validation_0-mae:5711.02393 validation_1-mae:6270.73096 [291] validation_0-mae:5709.16797 validation_1-mae:6271.28809 [292] validation_0-mae:5706.04053 validation_1-mae:6270.10840 [293] validation_0-mae:5701.81006 validation_1-mae:6268.17676 [294] validation_0-mae:5698.53272 validation_1-mae:6267.19434 [295] validation_0-mae:5697.11426 validation_1-mae:6266.72607 [296] validation_0-mae:5695.43164 validation_1-mae:6266.94580 [297] validation_0-mae:5693.26709 validation_1-mae:6265.74561 [298] validation_0-mae:5690.83057 validation_1-mae:6265.10254 [299] validation_0-mae:5690.26270 validation_1-mae:6264.76221 [300] validation_0-mae:5688.34131 validation_1-mae:6265.72168 [301] validation_0-mae:5684.85205 validation_1-mae:6263.79639 [302] validation_0-mae:5681.99658 validation_1-mae:6262.57959 [303] validation_0-mae:5679.40332 validation_1-mae:6262.38965 [304] validation_0-mae:5678.24512 validation_1-mae:6262.12842 [305] validation_0-mae:5676.51904 validation_1-mae:6261.15478 [306] validation_0-mae:5674.20312 validation_1-mae:6260.13037 [307] validation_0-mae:5672.13330 validation_1-mae:6260.51611 [308] validation_0-mae:5669.25586 validation_1-mae:6259.65576 [309] validation_0-mae:5667.43213 validation_1-mae:6259.74463 [310] validation_0-mae:5665.26855 validation_1-mae:6259.46875 [311] validation_0-mae:5658.25098 validation_1-mae:6254.03125 [312] validation_0-mae:5655.51709 validation_1-mae:6253.35840 [313] validation_0-mae:5651.88086 validation_1-mae:6251.92285 [314] validation_0-mae:5648.45312 validation_1-mae:6248.95605 [315] validation_0-mae:5646.74072 validation_1-mae:6248.73682 [316] validation_0-mae:5644.80273 validation_1-mae:6248.00293 [317] validation_0-mae:5642.72754 validation_1-mae:6247.64062 [318] validation_0-mae:5641.07129 validation_1-mae:6246.80615 [319] validation_0-mae:5639.91992 validation_1-mae:6246.58398 [320] validation_0-mae:5638.25293 validation_1-mae:6246.05371 [321] validation_0-mae:5634.06787 validation_1-mae:6243.97022 [322] validation_0-mae:5633.69434 validation_1-mae:6243.72510 [323] validation_0-mae:5630.89160 validation_1-mae:6243.22900 [324] validation_0-mae:5628.47607 validation_1-mae:6241.37256 [325] validation_0-mae:5626.14990 validation_1-mae:6241.23730 [326] validation_0-mae:5623.18701 validation_1-mae:6240.86426 [327] validation_0-mae:5621.22266 validation_1-mae:6240.00928 [328] validation_0-mae:5619.60156 validation_1-mae:6238.94824 [329] validation_0-mae:5618.62061 validation_1-mae:6238.90088 [330] validation_0-mae:5617.60742 validation_1-mae:6238.01270 [331] validation_0-mae:5617.04346 validation_1-mae:6238.00586 [332] validation_0-mae:5615.02246 validation_1-mae:6236.69678 [333] validation_0-mae:5612.79492 validation_1-mae:6236.08057 [334] validation_0-mae:5609.76367 validation_1-mae:6234.95020 [335] validation_0-mae:5606.62988 validation_1-mae:6234.06152 [336] validation_0-mae:5604.47363 validation_1-mae:6232.41162 [337] validation_0-mae:5601.61377 validation_1-mae:6231.69482 [338] validation_0-mae:5600.52002 validation_1-mae:6231.43115 [339] validation_0-mae:5598.41797 validation_1-mae:6230.94238 [340] validation_0-mae:5595.36475 validation_1-mae:6230.37305 [341] validation_0-mae:5594.02637 validation_1-mae:6229.74219 [342] validation_0-mae:5588.51172 validation_1-mae:6227.61279 [343] validation_0-mae:5586.93652 validation_1-mae:6227.41455 [344] validation_0-mae:5584.82910 validation_1-mae:6227.39893 [345] validation_0-mae:5580.92627 validation_1-mae:6225.85156 [346] validation_0-mae:5579.15967 validation_1-mae:6224.74023 [347] validation_0-mae:5578.76562 validation_1-mae:6225.00977 [348] validation_0-mae:5576.47266 validation_1-mae:6224.00391 [349] validation_0-mae:5574.95117 validation_1-mae:6223.64355 [350] validation_0-mae:5572.67090 validation_1-mae:6222.07617 [351] validation_0-mae:5571.62647 validation_1-mae:6221.67285 [352] validation_0-mae:5570.46289 validation_1-mae:6221.89062 [353] validation_0-mae:5566.44580 validation_1-mae:6220.92139 [354] validation_0-mae:5564.38379 validation_1-mae:6220.30859 [355] validation_0-mae:5561.21826 validation_1-mae:6218.89111 [356] validation_0-mae:5557.38330 validation_1-mae:6217.01025 [357] validation_0-mae:5556.57715 validation_1-mae:6217.09912 [358] validation_0-mae:5554.57422 validation_1-mae:6216.13184 [359] validation_0-mae:5552.26367 validation_1-mae:6214.72461 [360] validation_0-mae:5550.33496 validation_1-mae:6214.03174 [361] validation_0-mae:5547.44678 validation_1-mae:6212.19580 [362] validation_0-mae:5543.14355 validation_1-mae:6210.92041 [363] validation_0-mae:5541.46924 validation_1-mae:6210.36279 [364] validation_0-mae:5541.06103 validation_1-mae:6210.36865 [365] validation_0-mae:5539.08447 validation_1-mae:6209.75244 [366] validation_0-mae:5536.23340 validation_1-mae:6207.82715 [367] validation_0-mae:5532.67383 validation_1-mae:6206.32666 [368] validation_0-mae:5531.94043 validation_1-mae:6205.90381 [369] validation_0-mae:5530.70752 validation_1-mae:6205.77490 [370] validation_0-mae:5528.45996 validation_1-mae:6204.89941 [371] validation_0-mae:5524.59863 validation_1-mae:6202.98047 [372] validation_0-mae:5523.85449 validation_1-mae:6202.62744 [373] validation_0-mae:5521.50000 validation_1-mae:6202.01611 [374] validation_0-mae:5519.66992 validation_1-mae:6201.53174 [375] validation_0-mae:5518.17822 validation_1-mae:6201.18750 [376] validation_0-mae:5512.61035 validation_1-mae:6199.87305 [377] validation_0-mae:5508.89014 validation_1-mae:6197.12305 [378] validation_0-mae:5507.37500 validation_1-mae:6196.67334 [379] validation_0-mae:5504.76514 validation_1-mae:6196.18018 [380] validation_0-mae:5501.80957 validation_1-mae:6195.04883 [381] validation_0-mae:5501.63818 validation_1-mae:6195.07715 [382] validation_0-mae:5499.59033 validation_1-mae:6195.47852 [383] validation_0-mae:5495.34668 validation_1-mae:6193.66406 [384] validation_0-mae:5494.40576 validation_1-mae:6193.15869 [385] validation_0-mae:5491.33984 validation_1-mae:6192.14111 [386] validation_0-mae:5489.15967 validation_1-mae:6191.34863 [387] validation_0-mae:5487.30029 validation_1-mae:6189.86182 [388] validation_0-mae:5483.54590 validation_1-mae:6187.17383 [389] validation_0-mae:5481.04395 validation_1-mae:6186.83936 [390] validation_0-mae:5477.53857 validation_1-mae:6184.33252 [391] validation_0-mae:5476.82520 validation_1-mae:6184.00391 [392] validation_0-mae:5474.94141 validation_1-mae:6182.71045 [393] validation_0-mae:5472.46436 validation_1-mae:6183.07178 [394] validation_0-mae:5468.75928 validation_1-mae:6181.77637 [395] validation_0-mae:5466.54834 validation_1-mae:6181.63086 [396] validation_0-mae:5462.34766 validation_1-mae:6179.99561 [397] validation_0-mae:5460.99902 validation_1-mae:6179.80225 [398] validation_0-mae:5458.67920 validation_1-mae:6179.23584 [399] validation_0-mae:5457.58740 validation_1-mae:6178.24170 [400] validation_0-mae:5456.42139 validation_1-mae:6178.27197 [401] validation_0-mae:5454.98926 validation_1-mae:6177.86084 [402] validation_0-mae:5453.85400 validation_1-mae:6177.40869 [403] validation_0-mae:5450.03027 validation_1-mae:6175.67627 [404] validation_0-mae:5447.88379 validation_1-mae:6175.13574 [405] validation_0-mae:5444.33496 validation_1-mae:6174.33203 [406] validation_0-mae:5444.01318 validation_1-mae:6174.25195 [407] validation_0-mae:5441.64209 validation_1-mae:6173.94775 [408] validation_0-mae:5441.25537 validation_1-mae:6173.57715 [409] validation_0-mae:5440.33643 validation_1-mae:6174.22168 [410] validation_0-mae:5437.07959 validation_1-mae:6173.90723 [411] validation_0-mae:5435.79297 validation_1-mae:6173.85156 [412] validation_0-mae:5433.25195 validation_1-mae:6171.91895 [413] validation_0-mae:5430.96240 validation_1-mae:6170.96094 [414] validation_0-mae:5429.72266 validation_1-mae:6170.83838 [415] validation_0-mae:5427.80566 validation_1-mae:6170.35400 [416] validation_0-mae:5424.46484 validation_1-mae:6169.21143 [417] validation_0-mae:5422.35449 validation_1-mae:6168.42627 [418] validation_0-mae:5420.37500 validation_1-mae:6167.44482 [419] validation_0-mae:5419.27539 validation_1-mae:6167.22803 [420] validation_0-mae:5416.48682 validation_1-mae:6167.19287 [421] validation_0-mae:5414.12451 validation_1-mae:6167.01904 [422] validation_0-mae:5411.05322 validation_1-mae:6165.29492 [423] validation_0-mae:5410.05127 validation_1-mae:6165.51660 [424] validation_0-mae:5407.68457 validation_1-mae:6165.36621 [425] validation_0-mae:5406.28809 validation_1-mae:6164.74609 [426] validation_0-mae:5403.60596 validation_1-mae:6164.01172 [427] validation_0-mae:5402.36816 validation_1-mae:6164.21191 [428] validation_0-mae:5400.54150 validation_1-mae:6163.22754 [429] validation_0-mae:5397.77686 validation_1-mae:6162.49365 [430] validation_0-mae:5396.31055 validation_1-mae:6161.46191 [431] validation_0-mae:5394.82471 validation_1-mae:6160.98633 [432] validation_0-mae:5394.52441 validation_1-mae:6160.83740 [433] validation_0-mae:5393.27686 validation_1-mae:6160.50293 [434] validation_0-mae:5392.59522 validation_1-mae:6159.84570 [435] validation_0-mae:5390.93213 validation_1-mae:6159.53076 [436] validation_0-mae:5388.57910 validation_1-mae:6158.78320 [437] validation_0-mae:5386.06592 validation_1-mae:6158.40576 [438] validation_0-mae:5384.95508 validation_1-mae:6158.31103 [439] validation_0-mae:5382.38770 validation_1-mae:6156.77539 [440] validation_0-mae:5380.63916 validation_1-mae:6155.71240 [441] validation_0-mae:5379.00439 validation_1-mae:6155.86279 [442] validation_0-mae:5377.34814 validation_1-mae:6155.38232 [443] validation_0-mae:5375.29785 validation_1-mae:6154.05078 [444] validation_0-mae:5372.64648 validation_1-mae:6151.68945 [445] validation_0-mae:5369.98682 validation_1-mae:6150.99316 [446] validation_0-mae:5368.91260 validation_1-mae:6150.53809 [447] validation_0-mae:5367.14307 validation_1-mae:6150.08252 [448] validation_0-mae:5365.98193 validation_1-mae:6150.02490 [449] validation_0-mae:5364.83545 validation_1-mae:6150.17969 [450] validation_0-mae:5362.60010 validation_1-mae:6149.59228 [451] validation_0-mae:5359.48926 validation_1-mae:6149.19434 [452] validation_0-mae:5357.95068 validation_1-mae:6149.63184 [453] validation_0-mae:5357.25781 validation_1-mae:6148.98047 [454] validation_0-mae:5356.30127 validation_1-mae:6149.49512 [455] validation_0-mae:5353.94873 validation_1-mae:6148.86035 [456] validation_0-mae:5352.24853 validation_1-mae:6148.35693 [457] validation_0-mae:5351.05322 validation_1-mae:6147.69873 [458] validation_0-mae:5347.53857 validation_1-mae:6146.20703 [459] validation_0-mae:5346.18897 validation_1-mae:6145.66992 [460] validation_0-mae:5345.48096 validation_1-mae:6145.73975 [461] validation_0-mae:5343.80225 validation_1-mae:6145.57812 [462] validation_0-mae:5340.84228 validation_1-mae:6145.91016 [463] validation_0-mae:5337.83057 validation_1-mae:6144.59766 [464] validation_0-mae:5335.93506 validation_1-mae:6144.32324 [465] validation_0-mae:5332.07471 validation_1-mae:6143.51660 [466] validation_0-mae:5330.84033 validation_1-mae:6143.18359 [467] validation_0-mae:5328.80811 validation_1-mae:6142.95312 [468] validation_0-mae:5326.80371 validation_1-mae:6142.47217 [469] validation_0-mae:5325.48145 validation_1-mae:6142.65869 [470] validation_0-mae:5324.19824 validation_1-mae:6142.06445 [471] validation_0-mae:5322.94580 validation_1-mae:6142.00879 [472] validation_0-mae:5320.89209 validation_1-mae:6141.44336 [473] validation_0-mae:5319.89111 validation_1-mae:6141.08203 [474] validation_0-mae:5318.15234 validation_1-mae:6140.79297 [475] validation_0-mae:5317.31738 validation_1-mae:6140.60400 [476] validation_0-mae:5316.34668 validation_1-mae:6140.76416 [477] validation_0-mae:5315.50586 validation_1-mae:6141.36523 [478] validation_0-mae:5313.32422 validation_1-mae:6140.95752 [479] validation_0-mae:5312.93555 validation_1-mae:6140.83447 [480] validation_0-mae:5310.52490 validation_1-mae:6140.65576 [481] validation_0-mae:5308.05322 validation_1-mae:6140.84473 [482] validation_0-mae:5307.26318 validation_1-mae:6141.05859 [483] validation_0-mae:5303.73584 validation_1-mae:6139.54492 [484] validation_0-mae:5299.99609 validation_1-mae:6138.57324 [485] validation_0-mae:5298.82715 validation_1-mae:6138.83789 [486] validation_0-mae:5295.43213 validation_1-mae:6138.71045 [487] validation_0-mae:5294.17969 validation_1-mae:6138.38867 [488] validation_0-mae:5293.36230 validation_1-mae:6138.04150 [489] validation_0-mae:5291.07764 validation_1-mae:6137.25586 [490] validation_0-mae:5290.22217 validation_1-mae:6137.20850 [491] validation_0-mae:5288.52441 validation_1-mae:6137.20068 [492] validation_0-mae:5287.54053 validation_1-mae:6137.21484 [493] validation_0-mae:5285.87012 validation_1-mae:6136.86768 [494] validation_0-mae:5284.04932 validation_1-mae:6136.96143 [495] validation_0-mae:5283.49170 validation_1-mae:6136.88086 [496] validation_0-mae:5280.59180 validation_1-mae:6135.43115 [497] validation_0-mae:5279.43799 validation_1-mae:6134.95459 [498] validation_0-mae:5276.44141 validation_1-mae:6132.49902 [499] validation_0-mae:5272.69287 validation_1-mae:6130.87842 [500] validation_0-mae:5270.84473 validation_1-mae:6130.27393 [501] validation_0-mae:5268.80273 validation_1-mae:6130.40967 [502] validation_0-mae:5265.84522 validation_1-mae:6128.04297 [503] validation_0-mae:5262.40918 validation_1-mae:6127.37353 [504] validation_0-mae:5261.04346 validation_1-mae:6127.39160 [505] validation_0-mae:5259.26562 validation_1-mae:6126.23633 [506] validation_0-mae:5258.31299 validation_1-mae:6126.10840 [507] validation_0-mae:5257.85889 validation_1-mae:6125.95264 [508] validation_0-mae:5257.02344 validation_1-mae:6126.12061 [509] validation_0-mae:5254.06055 validation_1-mae:6126.21777 [510] validation_0-mae:5252.95312 validation_1-mae:6125.84082 [511] validation_0-mae:5251.76807 validation_1-mae:6126.30957 [512] validation_0-mae:5250.17920 validation_1-mae:6124.74658 [513] validation_0-mae:5247.33643 validation_1-mae:6126.26318 [514] validation_0-mae:5241.92969 validation_1-mae:6123.67480 [515] validation_0-mae:5236.99902 validation_1-mae:6122.05176 [516] validation_0-mae:5235.76953 validation_1-mae:6121.57471 [517] validation_0-mae:5234.48535 validation_1-mae:6121.75586 [518] validation_0-mae:5234.03467 validation_1-mae:6121.57861 [519] validation_0-mae:5231.63672 validation_1-mae:6121.37793 [520] validation_0-mae:5229.60352 validation_1-mae:6121.09082 [521] validation_0-mae:5227.40332 validation_1-mae:6120.56348 [522] validation_0-mae:5225.04443 validation_1-mae:6119.64795 [523] validation_0-mae:5222.04736 validation_1-mae:6120.48535 [524] validation_0-mae:5219.33838 validation_1-mae:6119.46094 [525] validation_0-mae:5217.44141 validation_1-mae:6119.54932 [526] validation_0-mae:5216.27295 validation_1-mae:6118.98242 [527] validation_0-mae:5215.16650 validation_1-mae:6119.38135 [528] validation_0-mae:5214.65088 validation_1-mae:6119.25586 [529] validation_0-mae:5212.93945 validation_1-mae:6119.24121 [530] validation_0-mae:5211.33691 validation_1-mae:6119.36328 [531] validation_0-mae:5210.83936 validation_1-mae:6119.38330 [532] validation_0-mae:5209.22705 validation_1-mae:6119.05713 [533] validation_0-mae:5206.23486 validation_1-mae:6119.08203 [534] validation_0-mae:5205.00147 validation_1-mae:6119.12695 [535] validation_0-mae:5204.05762 validation_1-mae:6118.75586 [536] validation_0-mae:5202.11328 validation_1-mae:6118.96533 [537] validation_0-mae:5200.62988 validation_1-mae:6118.89746 [538] validation_0-mae:5199.07227 validation_1-mae:6118.73242 [539] validation_0-mae:5197.71533 validation_1-mae:6118.12988 [540] validation_0-mae:5196.40430 validation_1-mae:6117.97900 [541] validation_0-mae:5195.02100 validation_1-mae:6117.28076 [542] validation_0-mae:5193.02734 validation_1-mae:6116.53223 [543] validation_0-mae:5192.63281 validation_1-mae:6116.42822 [544] validation_0-mae:5190.84180 validation_1-mae:6116.09717 [545] validation_0-mae:5189.74853 validation_1-mae:6116.24805 [546] validation_0-mae:5188.53369 validation_1-mae:6116.77295 [547] validation_0-mae:5186.73584 validation_1-mae:6116.90527 [548] validation_0-mae:5185.29297 validation_1-mae:6116.57080 [549] validation_0-mae:5183.65918 validation_1-mae:6116.17236 [550] validation_0-mae:5182.90723 validation_1-mae:6116.08984 [551] validation_0-mae:5181.78369 validation_1-mae:6116.03809 [552] validation_0-mae:5180.98096 validation_1-mae:6115.88574 [553] validation_0-mae:5180.27832 validation_1-mae:6115.84814 [554] validation_0-mae:5178.90576 validation_1-mae:6115.95410 [555] validation_0-mae:5177.95947 validation_1-mae:6115.72705 [556] validation_0-mae:5177.81055 validation_1-mae:6115.71875 [557] validation_0-mae:5177.00439 validation_1-mae:6115.42041 [558] validation_0-mae:5174.16162 validation_1-mae:6114.80029 [559] validation_0-mae:5171.47900 validation_1-mae:6114.93994 [560] validation_0-mae:5169.23242 validation_1-mae:6115.58203 [561] validation_0-mae:5165.95996 validation_1-mae:6113.50439 [562] validation_0-mae:5162.83984 validation_1-mae:6111.18213 [563] validation_0-mae:5160.50488 validation_1-mae:6111.50195 [564] validation_0-mae:5158.16309 validation_1-mae:6111.28418 [565] validation_0-mae:5155.89404 validation_1-mae:6110.74023 [566] validation_0-mae:5153.26465 validation_1-mae:6108.97607 [567] validation_0-mae:5150.13428 validation_1-mae:6107.10156 [568] validation_0-mae:5148.44043 validation_1-mae:6107.39844 [569] validation_0-mae:5147.28125 validation_1-mae:6107.33984 [570] validation_0-mae:5146.32812 validation_1-mae:6106.44824 [571] validation_0-mae:5144.19531 validation_1-mae:6105.89209 [572] validation_0-mae:5142.47900 validation_1-mae:6105.62549 [573] validation_0-mae:5140.98633 validation_1-mae:6104.50244 [574] validation_0-mae:5139.20752 validation_1-mae:6104.66699 [575] validation_0-mae:5138.31592 validation_1-mae:6104.67090 [576] validation_0-mae:5136.87256 validation_1-mae:6103.74609 [577] validation_0-mae:5135.46191 validation_1-mae:6104.31494 [578] validation_0-mae:5132.93066 validation_1-mae:6102.81055 [579] validation_0-mae:5130.24365 validation_1-mae:6102.99072 [580] validation_0-mae:5129.26318 validation_1-mae:6102.80713 [581] validation_0-mae:5127.92480 validation_1-mae:6103.22461 [582] validation_0-mae:5126.63184 validation_1-mae:6103.02148 [583] validation_0-mae:5124.91406 validation_1-mae:6103.42578 [584] validation_0-mae:5123.43506 validation_1-mae:6102.79834 [585] validation_0-mae:5120.75781 validation_1-mae:6102.06836 [586] validation_0-mae:5118.40967 validation_1-mae:6101.21680 [587] validation_0-mae:5117.13525 validation_1-mae:6101.31787 [588] validation_0-mae:5115.90381 validation_1-mae:6101.32812 [589] validation_0-mae:5114.85303 validation_1-mae:6101.78174 [590] validation_0-mae:5114.01123 validation_1-mae:6101.97998 [591] validation_0-mae:5113.13574 validation_1-mae:6102.48047 [592] validation_0-mae:5112.81836 validation_1-mae:6102.52686 [593] validation_0-mae:5112.38965 validation_1-mae:6102.37500 [594] validation_0-mae:5111.41357 validation_1-mae:6102.44922 [595] validation_0-mae:5109.17334 validation_1-mae:6102.47803 [596] validation_0-mae:5107.29102 validation_1-mae:6102.40576 [597] validation_0-mae:5106.39844 validation_1-mae:6102.08643 [598] validation_0-mae:5105.12207 validation_1-mae:6101.53955 [599] validation_0-mae:5103.73486 validation_1-mae:6100.72754 [600] validation_0-mae:5101.57812 validation_1-mae:6099.79443 [601] validation_0-mae:5099.52295 validation_1-mae:6099.54541 [602] validation_0-mae:5097.90527 validation_1-mae:6100.09668 [603] validation_0-mae:5096.21289 validation_1-mae:6100.57471 [604] validation_0-mae:5094.84863 validation_1-mae:6100.09082 [605] validation_0-mae:5092.23291 validation_1-mae:6099.37891 [606] validation_0-mae:5090.29688 validation_1-mae:6098.33789 [607] validation_0-mae:5089.58350 validation_1-mae:6098.41113 [608] validation_0-mae:5087.81934 validation_1-mae:6098.06689 [609] validation_0-mae:5086.29297 validation_1-mae:6098.07715 [610] validation_0-mae:5085.21680 validation_1-mae:6097.52148 [611] validation_0-mae:5084.76660 validation_1-mae:6097.48975 [612] validation_0-mae:5083.37451 validation_1-mae:6097.19629 [613] validation_0-mae:5081.21143 validation_1-mae:6096.31250 [614] validation_0-mae:5079.23389 validation_1-mae:6096.12598 [615] validation_0-mae:5077.97656 validation_1-mae:6095.37891 [616] validation_0-mae:5077.17139 validation_1-mae:6095.76270 [617] validation_0-mae:5074.35352 validation_1-mae:6094.64111 [618] validation_0-mae:5073.03467 validation_1-mae:6094.39160 [619] validation_0-mae:5072.01904 validation_1-mae:6094.96484 [620] validation_0-mae:5071.47314 validation_1-mae:6095.00391 [621] validation_0-mae:5070.31543 validation_1-mae:6095.20020 [622] validation_0-mae:5067.40039 validation_1-mae:6093.67041 [623] validation_0-mae:5065.16357 validation_1-mae:6093.06592 [624] validation_0-mae:5063.99170 validation_1-mae:6092.54541 [625] validation_0-mae:5062.02148 validation_1-mae:6091.95703 [626] validation_0-mae:5060.57666 validation_1-mae:6092.10156 [627] validation_0-mae:5058.53027 validation_1-mae:6092.10107 [628] validation_0-mae:5058.27783 validation_1-mae:6092.05908 [629] validation_0-mae:5057.82568 validation_1-mae:6091.99365 [630] validation_0-mae:5056.59717 validation_1-mae:6091.60742 [631] validation_0-mae:5055.60840 validation_1-mae:6091.00635 [632] validation_0-mae:5053.22461 validation_1-mae:6090.40039 [633] validation_0-mae:5051.85645 validation_1-mae:6089.42773 [634] validation_0-mae:5051.11865 validation_1-mae:6089.18457 [635] validation_0-mae:5049.52881 validation_1-mae:6088.49463 [636] validation_0-mae:5048.14893 validation_1-mae:6088.35596 [637] validation_0-mae:5047.13330 validation_1-mae:6087.83105 [638] validation_0-mae:5045.59326 validation_1-mae:6087.30713 [639] validation_0-mae:5043.60205 validation_1-mae:6086.99707 [640] validation_0-mae:5041.90869 validation_1-mae:6085.24121 [641] validation_0-mae:5041.44775 validation_1-mae:6084.67383 [642] validation_0-mae:5040.47314 validation_1-mae:6084.27588 [643] validation_0-mae:5039.05957 validation_1-mae:6083.90820 [644] validation_0-mae:5037.74707 validation_1-mae:6083.93750 [645] validation_0-mae:5036.56885 validation_1-mae:6083.44824 [646] validation_0-mae:5036.06934 validation_1-mae:6083.60986 [647] validation_0-mae:5034.06689 validation_1-mae:6083.92383 [648] validation_0-mae:5032.64307 validation_1-mae:6083.51074 [649] validation_0-mae:5031.18750 validation_1-mae:6083.19043 [650] validation_0-mae:5029.94189 validation_1-mae:6083.04346 [651] validation_0-mae:5028.85205 validation_1-mae:6082.63916 [652] validation_0-mae:5027.10596 validation_1-mae:6082.49121 [653] validation_0-mae:5025.42920 validation_1-mae:6082.67969 [654] validation_0-mae:5023.77295 validation_1-mae:6082.65039 [655] validation_0-mae:5021.50635 validation_1-mae:6083.44336 [656] validation_0-mae:5019.85547 validation_1-mae:6083.56250 [657] validation_0-mae:5018.48682 validation_1-mae:6083.59912 [658] validation_0-mae:5017.68897 validation_1-mae:6083.47119 [659] validation_0-mae:5016.54639 validation_1-mae:6084.10547 [660] validation_0-mae:5015.63428 validation_1-mae:6083.41064 [661] validation_0-mae:5012.54688 validation_1-mae:6082.48340 [662] validation_0-mae:5011.62353 validation_1-mae:6082.58447 [663] validation_0-mae:5011.22070 validation_1-mae:6082.57129 [664] validation_0-mae:5010.23682 validation_1-mae:6082.48877 [665] validation_0-mae:5008.80615 validation_1-mae:6082.03857 [666] validation_0-mae:5008.02881 validation_1-mae:6081.86963 [667] validation_0-mae:5006.34131 validation_1-mae:6082.31641 [668] validation_0-mae:5004.23242 validation_1-mae:6082.47852 [669] validation_0-mae:5002.47754 validation_1-mae:6082.95898 [670] validation_0-mae:5000.91113 validation_1-mae:6082.37695 [671] validation_0-mae:4998.83545 validation_1-mae:6082.55518 [672] validation_0-mae:4995.75293 validation_1-mae:6081.27930 [673] validation_0-mae:4993.00147 validation_1-mae:6080.85059 [674] validation_0-mae:4990.99707 validation_1-mae:6080.80908 [675] validation_0-mae:4987.87109 validation_1-mae:6080.51807 [676] validation_0-mae:4985.85107 validation_1-mae:6079.99268 [677] validation_0-mae:4983.53516 validation_1-mae:6078.51221 [678] validation_0-mae:4981.16748 validation_1-mae:6078.86621 [679] validation_0-mae:4978.70850 validation_1-mae:6079.68750 [680] validation_0-mae:4977.03564 validation_1-mae:6079.70898 [681] validation_0-mae:4976.09277 validation_1-mae:6079.97168 [682] validation_0-mae:4975.55420 validation_1-mae:6080.62842 [683] validation_0-mae:4974.48779 validation_1-mae:6080.61719 [684] validation_0-mae:4972.71143 validation_1-mae:6080.77100 [685] validation_0-mae:4971.97461 validation_1-mae:6080.33643 [686] validation_0-mae:4969.81397 validation_1-mae:6080.65576 [687] validation_0-mae:4968.05029 validation_1-mae:6080.89160 [688] validation_0-mae:4967.77588 validation_1-mae:6080.78564 [689] validation_0-mae:4966.63867 validation_1-mae:6081.31982 [690] validation_0-mae:4966.01660 validation_1-mae:6080.82373 [691] validation_0-mae:4964.27197 validation_1-mae:6080.65967 [692] validation_0-mae:4963.75244 validation_1-mae:6080.96826 [693] validation_0-mae:4962.22119 validation_1-mae:6079.99561 [694] validation_0-mae:4960.69043 validation_1-mae:6079.95020 [695] validation_0-mae:4959.96143 validation_1-mae:6079.81494 [696] validation_0-mae:4958.95264 validation_1-mae:6079.22559 [697] validation_0-mae:4955.46631 validation_1-mae:6078.16113 [698] validation_0-mae:4954.78516 validation_1-mae:6078.57080 [699] validation_0-mae:4951.58496 validation_1-mae:6076.46582 [700] validation_0-mae:4950.08301 validation_1-mae:6075.80029 [701] validation_0-mae:4947.54395 validation_1-mae:6075.40478 [702] validation_0-mae:4945.18262 validation_1-mae:6075.23438 [703] validation_0-mae:4942.84570 validation_1-mae:6074.95117 [704] validation_0-mae:4941.20020 validation_1-mae:6074.90137 [705] validation_0-mae:4939.41699 validation_1-mae:6074.21973 [706] validation_0-mae:4938.72119 validation_1-mae:6074.53467 [707] validation_0-mae:4935.70459 validation_1-mae:6073.30078 [708] validation_0-mae:4933.52881 validation_1-mae:6073.39795 [709] validation_0-mae:4932.80225 validation_1-mae:6072.95020 [710] validation_0-mae:4931.68262 validation_1-mae:6072.54834 [711] validation_0-mae:4930.85791 validation_1-mae:6072.21387 [712] validation_0-mae:4930.33398 validation_1-mae:6072.18994 [713] validation_0-mae:4929.78076 validation_1-mae:6072.10596 [714] validation_0-mae:4929.02734 validation_1-mae:6071.79980 [715] validation_0-mae:4928.36084 validation_1-mae:6071.56641 [716] validation_0-mae:4927.25147 validation_1-mae:6071.46191 [717] validation_0-mae:4926.67627 validation_1-mae:6071.41699 [718] validation_0-mae:4926.26904 validation_1-mae:6071.01709 [719] validation_0-mae:4924.87012 validation_1-mae:6070.10498 [720] validation_0-mae:4923.80908 validation_1-mae:6070.12744 [721] validation_0-mae:4921.51562 validation_1-mae:6069.20117 [722] validation_0-mae:4920.83057 validation_1-mae:6068.77783 [723] validation_0-mae:4920.38623 validation_1-mae:6069.05615 [724] validation_0-mae:4919.69922 validation_1-mae:6069.18262 [725] validation_0-mae:4919.15869 validation_1-mae:6069.18262 [726] validation_0-mae:4916.99268 validation_1-mae:6068.17285 [727] validation_0-mae:4914.18506 validation_1-mae:6067.43457 [728] validation_0-mae:4912.15430 validation_1-mae:6067.04834 [729] validation_0-mae:4910.55566 validation_1-mae:6066.45850 [730] validation_0-mae:4908.57959 validation_1-mae:6066.02637 [731] validation_0-mae:4907.02637 validation_1-mae:6065.29639 [732] validation_0-mae:4905.86426 validation_1-mae:6065.16699 [733] validation_0-mae:4905.26611 validation_1-mae:6064.66113 [734] validation_0-mae:4903.99268 validation_1-mae:6063.89502 [735] validation_0-mae:4903.56445 validation_1-mae:6064.02246 [736] validation_0-mae:4902.46094 validation_1-mae:6063.64844 [737] validation_0-mae:4900.04248 validation_1-mae:6063.88770 [738] validation_0-mae:4897.90869 validation_1-mae:6062.94189 [739] validation_0-mae:4896.25000 validation_1-mae:6062.33496 [740] validation_0-mae:4894.67041 validation_1-mae:6061.91113 [741] validation_0-mae:4893.09570 validation_1-mae:6061.39648 [742] validation_0-mae:4891.44531 validation_1-mae:6061.35693 [743] validation_0-mae:4891.17285 validation_1-mae:6061.04785 [744] validation_0-mae:4890.56836 validation_1-mae:6060.86963 [745] validation_0-mae:4889.71094 validation_1-mae:6061.09082 [746] validation_0-mae:4888.32959 validation_1-mae:6060.91602 [747] validation_0-mae:4887.33447 validation_1-mae:6060.57910 [748] validation_0-mae:4885.27881 validation_1-mae:6060.31543 [749] validation_0-mae:4884.01562 validation_1-mae:6059.57422 [750] validation_0-mae:4883.09180 validation_1-mae:6059.28613 [751] validation_0-mae:4881.10254 validation_1-mae:6058.66064 [752] validation_0-mae:4879.54395 validation_1-mae:6057.79150 [753] validation_0-mae:4878.52539 validation_1-mae:6057.97949 [754] validation_0-mae:4876.88135 validation_1-mae:6057.97656 [755] validation_0-mae:4875.89160 validation_1-mae:6057.89795 [756] validation_0-mae:4873.92236 validation_1-mae:6057.76904 [757] validation_0-mae:4873.85107 validation_1-mae:6057.80176 [758] validation_0-mae:4873.06103 validation_1-mae:6057.50342 [759] validation_0-mae:4872.53760 validation_1-mae:6057.68066 [760] validation_0-mae:4872.43750 validation_1-mae:6057.57568 [761] validation_0-mae:4871.44873 validation_1-mae:6057.68603 [762] validation_0-mae:4870.94336 validation_1-mae:6057.65723 [763] validation_0-mae:4870.04102 validation_1-mae:6057.81055 [764] validation_0-mae:4869.07910 validation_1-mae:6057.99805 [765] validation_0-mae:4867.16846 validation_1-mae:6056.21191 [766] validation_0-mae:4866.29492 validation_1-mae:6055.65576 [767] validation_0-mae:4864.89355 validation_1-mae:6055.31299 [768] validation_0-mae:4863.93018 validation_1-mae:6054.81787 [769] validation_0-mae:4862.01709 validation_1-mae:6054.12158 [770] validation_0-mae:4861.30762 validation_1-mae:6053.83008 [771] validation_0-mae:4860.39648 validation_1-mae:6054.19385 [772] validation_0-mae:4858.95166 validation_1-mae:6053.50830 [773] validation_0-mae:4857.65527 validation_1-mae:6053.40088 [774] validation_0-mae:4857.44824 validation_1-mae:6053.40478 [775] validation_0-mae:4856.82861 validation_1-mae:6053.24463 [776] validation_0-mae:4855.41504 validation_1-mae:6053.46924 [777] validation_0-mae:4852.89697 validation_1-mae:6053.72168 [778] validation_0-mae:4850.48145 validation_1-mae:6052.71875 [779] validation_0-mae:4849.38721 validation_1-mae:6052.62842 [780] validation_0-mae:4848.40723 validation_1-mae:6052.81836 [781] validation_0-mae:4847.62695 validation_1-mae:6052.53272 [782] validation_0-mae:4845.45459 validation_1-mae:6052.12598 [783] validation_0-mae:4844.14502 validation_1-mae:6052.79199 [784] validation_0-mae:4843.00879 validation_1-mae:6052.78564 [785] validation_0-mae:4841.24365 validation_1-mae:6052.21484 [786] validation_0-mae:4839.44629 validation_1-mae:6052.13379 [787] validation_0-mae:4837.69678 validation_1-mae:6051.72022 [788] validation_0-mae:4836.34766 validation_1-mae:6051.87891 [789] validation_0-mae:4834.24463 validation_1-mae:6051.07373 [790] validation_0-mae:4832.88965 validation_1-mae:6051.07861 [791] validation_0-mae:4832.34277 validation_1-mae:6050.87207 [792] validation_0-mae:4831.92920 validation_1-mae:6050.72949 [793] validation_0-mae:4831.25586 validation_1-mae:6050.54346 [794] validation_0-mae:4828.32129 validation_1-mae:6049.88574 [795] validation_0-mae:4825.79199 validation_1-mae:6049.51465 [796] validation_0-mae:4824.39648 validation_1-mae:6049.06055 [797] validation_0-mae:4822.83740 validation_1-mae:6048.57715 [798] validation_0-mae:4821.30615 validation_1-mae:6048.86279 [799] validation_0-mae:4819.71191 validation_1-mae:6048.28662 [800] validation_0-mae:4818.89600 validation_1-mae:6048.20752 [801] validation_0-mae:4817.69678 validation_1-mae:6047.80615 [802] validation_0-mae:4816.07568 validation_1-mae:6048.08301 [803] validation_0-mae:4814.30762 validation_1-mae:6048.08008 [804] validation_0-mae:4812.98145 validation_1-mae:6048.17578 [805] validation_0-mae:4811.27441 validation_1-mae:6047.36768 [806] validation_0-mae:4809.44580 validation_1-mae:6046.54883 [807] validation_0-mae:4807.83301 validation_1-mae:6046.57959 [808] validation_0-mae:4807.42578 validation_1-mae:6046.65527 [809] validation_0-mae:4805.92041 validation_1-mae:6046.12207 [810] validation_0-mae:4803.81738 validation_1-mae:6045.67480 [811] validation_0-mae:4801.99072 validation_1-mae:6046.24707 [812] validation_0-mae:4801.57275 validation_1-mae:6046.00684 [813] validation_0-mae:4801.03223 validation_1-mae:6046.19434 [814] validation_0-mae:4799.84277 validation_1-mae:6045.62353 [815] validation_0-mae:4797.33398 validation_1-mae:6045.73389 [816] validation_0-mae:4796.12891 validation_1-mae:6046.25488 [817] validation_0-mae:4794.73193 validation_1-mae:6046.03369 [818] validation_0-mae:4793.28516 validation_1-mae:6046.19092 [819] validation_0-mae:4790.22852 validation_1-mae:6045.33154 [820] validation_0-mae:4788.24707 validation_1-mae:6045.22900 [821] validation_0-mae:4786.47998 validation_1-mae:6045.36426 [822] validation_0-mae:4785.30859 validation_1-mae:6045.59277 [823] validation_0-mae:4784.07324 validation_1-mae:6045.42969 [824] validation_0-mae:4783.35938 validation_1-mae:6045.25586 [825] validation_0-mae:4782.93652 validation_1-mae:6045.34766 [826] validation_0-mae:4782.35254 validation_1-mae:6045.56055 [827] validation_0-mae:4781.54590 validation_1-mae:6045.33252 [828] validation_0-mae:4780.97656 validation_1-mae:6044.77832 [829] validation_0-mae:4779.28662 validation_1-mae:6045.15967 [830] validation_0-mae:4778.64502 validation_1-mae:6045.40674 [831] validation_0-mae:4778.02246 validation_1-mae:6045.26855 [832] validation_0-mae:4777.24268 validation_1-mae:6045.14795 [833] validation_0-mae:4776.64453 validation_1-mae:6045.19238 [834] validation_0-mae:4774.48438 validation_1-mae:6045.37451 [835] validation_0-mae:4773.41504 validation_1-mae:6045.13770 [836] validation_0-mae:4771.12451 validation_1-mae:6044.50000 [837] validation_0-mae:4768.70068 validation_1-mae:6043.59766 [838] validation_0-mae:4767.93066 validation_1-mae:6043.83545 [839] validation_0-mae:4766.22412 validation_1-mae:6044.08447 [840] validation_0-mae:4763.69434 validation_1-mae:6043.18848 [841] validation_0-mae:4762.99853 validation_1-mae:6043.26318 [842] validation_0-mae:4761.58594 validation_1-mae:6042.77881 [843] validation_0-mae:4760.68359 validation_1-mae:6042.62988 [844] validation_0-mae:4759.48242 validation_1-mae:6042.52637 [845] validation_0-mae:4757.65283 validation_1-mae:6042.01758 [846] validation_0-mae:4757.49072 validation_1-mae:6042.04639 [847] validation_0-mae:4757.34131 validation_1-mae:6042.07666 [848] validation_0-mae:4756.17432 validation_1-mae:6041.20312 [849] validation_0-mae:4753.35400 validation_1-mae:6040.50830 [850] validation_0-mae:4751.21728 validation_1-mae:6040.37695 [851] validation_0-mae:4749.73193 validation_1-mae:6039.61328 [852] validation_0-mae:4747.44775 validation_1-mae:6039.02344 [853] validation_0-mae:4746.44434 validation_1-mae:6038.94189 [854] validation_0-mae:4744.40527 validation_1-mae:6039.40381 [855] validation_0-mae:4743.03125 validation_1-mae:6038.98438 [856] validation_0-mae:4742.03564 validation_1-mae:6038.52490 [857] validation_0-mae:4740.87891 validation_1-mae:6037.78857 [858] validation_0-mae:4739.94531 validation_1-mae:6037.89258 [859] validation_0-mae:4739.35107 validation_1-mae:6037.37305 [860] validation_0-mae:4738.12158 validation_1-mae:6037.12451 [861] validation_0-mae:4736.39453 validation_1-mae:6036.74609 [862] validation_0-mae:4735.38574 validation_1-mae:6036.32031 [863] validation_0-mae:4734.44824 validation_1-mae:6036.89844 [864] validation_0-mae:4732.94873 validation_1-mae:6036.37353 [865] validation_0-mae:4731.67334 validation_1-mae:6036.47607 [866] validation_0-mae:4730.86914 validation_1-mae:6036.64893 [867] validation_0-mae:4729.75244 validation_1-mae:6036.53662 [868] validation_0-mae:4728.65186 validation_1-mae:6036.18848 [869] validation_0-mae:4727.59277 validation_1-mae:6035.73730 [870] validation_0-mae:4726.77930 validation_1-mae:6034.91016 [871] validation_0-mae:4725.41260 validation_1-mae:6034.74268 [872] validation_0-mae:4723.99707 validation_1-mae:6033.51172 [873] validation_0-mae:4722.45312 validation_1-mae:6033.66650 [874] validation_0-mae:4721.28467 validation_1-mae:6032.66943 [875] validation_0-mae:4720.29297 validation_1-mae:6032.39014 [876] validation_0-mae:4719.40137 validation_1-mae:6032.57861 [877] validation_0-mae:4718.04199 validation_1-mae:6031.96191 [878] validation_0-mae:4717.17188 validation_1-mae:6032.10400 [879] validation_0-mae:4715.76270 validation_1-mae:6032.09473 [880] validation_0-mae:4714.89844 validation_1-mae:6032.26611 [881] validation_0-mae:4713.80811 validation_1-mae:6032.15723 [882] validation_0-mae:4713.12256 validation_1-mae:6032.26025 [883] validation_0-mae:4712.05273 validation_1-mae:6032.40625 [884] validation_0-mae:4711.86377 validation_1-mae:6032.46582 [885] validation_0-mae:4711.78809 validation_1-mae:6032.58838 [886] validation_0-mae:4709.09375 validation_1-mae:6032.56689 [887] validation_0-mae:4706.56836 validation_1-mae:6031.98584 [888] validation_0-mae:4704.37158 validation_1-mae:6030.92627 [889] validation_0-mae:4702.76855 validation_1-mae:6030.91162 [890] validation_0-mae:4700.87549 validation_1-mae:6031.55371 [891] validation_0-mae:4698.65820 validation_1-mae:6029.98486 [892] validation_0-mae:4696.92432 validation_1-mae:6029.24756 [893] validation_0-mae:4695.25049 validation_1-mae:6028.41797 [894] validation_0-mae:4693.29785 validation_1-mae:6028.13037 [895] validation_0-mae:4692.78613 validation_1-mae:6028.27441 [896] validation_0-mae:4691.24609 validation_1-mae:6027.02344 [897] validation_0-mae:4689.80518 validation_1-mae:6026.54395 [898] validation_0-mae:4687.55713 validation_1-mae:6026.87061 [899] validation_0-mae:4685.68652 validation_1-mae:6026.31201 [900] validation_0-mae:4684.23633 validation_1-mae:6026.26660 [901] validation_0-mae:4683.25537 validation_1-mae:6026.22022 [902] validation_0-mae:4681.75586 validation_1-mae:6026.02344 [903] validation_0-mae:4681.29199 validation_1-mae:6025.80322 [904] validation_0-mae:4680.37939 validation_1-mae:6026.22900 [905] validation_0-mae:4679.39209 validation_1-mae:6026.29150 [906] validation_0-mae:4678.27344 validation_1-mae:6025.52490 [907] validation_0-mae:4676.28711 validation_1-mae:6025.76318 [908] validation_0-mae:4675.35742 validation_1-mae:6025.95410 [909] validation_0-mae:4673.85010 validation_1-mae:6025.79150 [910] validation_0-mae:4672.73975 validation_1-mae:6025.64404 [911] validation_0-mae:4672.17383 validation_1-mae:6025.62500 [912] validation_0-mae:4671.97070 validation_1-mae:6025.47607 [913] validation_0-mae:4671.03662 validation_1-mae:6025.10645 [914] validation_0-mae:4670.17139 validation_1-mae:6024.92334 [915] validation_0-mae:4669.61768 validation_1-mae:6024.55859 [916] validation_0-mae:4668.87207 validation_1-mae:6024.23779 [917] validation_0-mae:4668.10791 validation_1-mae:6023.56494 [918] validation_0-mae:4666.27881 validation_1-mae:6023.28809 [919] validation_0-mae:4665.08838 validation_1-mae:6022.72900 [920] validation_0-mae:4664.02441 validation_1-mae:6022.76465 [921] validation_0-mae:4662.99902 validation_1-mae:6022.89893 [922] validation_0-mae:4661.36621 validation_1-mae:6023.08691 [923] validation_0-mae:4660.51221 validation_1-mae:6023.17090 [924] validation_0-mae:4659.82080 validation_1-mae:6023.04199 [925] validation_0-mae:4657.85498 validation_1-mae:6023.33643 [926] validation_0-mae:4656.23535 validation_1-mae:6024.09912 [927] validation_0-mae:4654.48291 validation_1-mae:6023.25342 [928] validation_0-mae:4652.84522 validation_1-mae:6023.70068 [929] validation_0-mae:4652.05273 validation_1-mae:6023.73975 [930] validation_0-mae:4651.98682 validation_1-mae:6023.72656 [931] validation_0-mae:4651.75537 validation_1-mae:6023.91406 [932] validation_0-mae:4651.62256 validation_1-mae:6023.93018 [933] validation_0-mae:4650.78272 validation_1-mae:6023.80859 [934] validation_0-mae:4650.43408 validation_1-mae:6023.90772 [935] validation_0-mae:4649.24365 validation_1-mae:6023.67676 [936] validation_0-mae:4648.29297 validation_1-mae:6023.60645 [937] validation_0-mae:4647.56836 validation_1-mae:6023.55908 [938] validation_0-mae:4645.78711 validation_1-mae:6023.05908 [939] validation_0-mae:4644.88574 validation_1-mae:6023.17383 [940] validation_0-mae:4643.79053 validation_1-mae:6022.88086 [941] validation_0-mae:4642.72705 validation_1-mae:6022.80615 [942] validation_0-mae:4641.61377 validation_1-mae:6022.65723 [943] validation_0-mae:4640.38037 validation_1-mae:6023.35645 [944] validation_0-mae:4640.19775 validation_1-mae:6023.39160 [945] validation_0-mae:4639.64697 validation_1-mae:6023.08154 [946] validation_0-mae:4638.61279 validation_1-mae:6022.94727 [947] validation_0-mae:4637.93701 validation_1-mae:6023.54248 [948] validation_0-mae:4636.87695 validation_1-mae:6023.33447 [949] validation_0-mae:4635.60352 validation_1-mae:6022.99902 [950] validation_0-mae:4633.68262 validation_1-mae:6022.65186 [951] validation_0-mae:4633.53125 validation_1-mae:6022.64209 [952] validation_0-mae:4633.09228 validation_1-mae:6022.62793 [953] validation_0-mae:4632.39502 validation_1-mae:6022.83740 [954] validation_0-mae:4631.57910 validation_1-mae:6022.25684 [955] validation_0-mae:4630.89502 validation_1-mae:6022.17383 [956] validation_0-mae:4630.00342 validation_1-mae:6022.14795 [957] validation_0-mae:4629.20166 validation_1-mae:6022.29346 [958] validation_0-mae:4628.17773 validation_1-mae:6022.16553 [959] validation_0-mae:4626.90723 validation_1-mae:6021.70654 [960] validation_0-mae:4626.19238 validation_1-mae:6021.78613 [961] validation_0-mae:4625.43359 validation_1-mae:6021.77588 [962] validation_0-mae:4623.49853 validation_1-mae:6021.15772 [963] validation_0-mae:4622.62451 validation_1-mae:6021.26660 [964] validation_0-mae:4621.74316 validation_1-mae:6021.48438 [965] validation_0-mae:4621.40625 validation_1-mae:6021.57324 [966] validation_0-mae:4620.35693 validation_1-mae:6021.45508 [967] validation_0-mae:4619.78760 validation_1-mae:6021.49365 [968] validation_0-mae:4619.49121 validation_1-mae:6021.66699 [969] validation_0-mae:4618.74121 validation_1-mae:6021.40723 [970] validation_0-mae:4617.91846 validation_1-mae:6021.33496 [971] validation_0-mae:4615.63330 validation_1-mae:6021.05713 [972] validation_0-mae:4614.82520 validation_1-mae:6020.90576 [973] validation_0-mae:4614.67969 validation_1-mae:6020.80957 [974] validation_0-mae:4613.47607 validation_1-mae:6020.51855 [975] validation_0-mae:4611.89014 validation_1-mae:6020.88428 [976] validation_0-mae:4610.51172 validation_1-mae:6020.52539 [977] validation_0-mae:4608.57812 validation_1-mae:6019.56006 [978] validation_0-mae:4607.64160 validation_1-mae:6019.73584 [979] validation_0-mae:4606.22803 validation_1-mae:6020.00879 [980] validation_0-mae:4604.39307 validation_1-mae:6020.65820 [981] validation_0-mae:4602.49805 validation_1-mae:6021.12061 [982] validation_0-mae:4601.80176 validation_1-mae:6021.06543 [983] validation_0-mae:4599.93945 validation_1-mae:6020.72022 [984] validation_0-mae:4598.87207 validation_1-mae:6020.18603 [985] validation_0-mae:4597.71094 validation_1-mae:6019.48096 [986] validation_0-mae:4595.37353 validation_1-mae:6019.32715 [987] validation_0-mae:4594.05420 validation_1-mae:6018.84277 [988] validation_0-mae:4592.85205 validation_1-mae:6018.65820 [989] validation_0-mae:4592.36182 validation_1-mae:6018.75830 [990] validation_0-mae:4590.60840 validation_1-mae:6017.68262 [991] validation_0-mae:4589.31348 validation_1-mae:6017.73828 [992] validation_0-mae:4587.87256 validation_1-mae:6018.31152 [993] validation_0-mae:4586.81689 validation_1-mae:6018.32959 [994] validation_0-mae:4584.88525 validation_1-mae:6017.86035 [995] validation_0-mae:4583.50586 validation_1-mae:6017.63672 [996] validation_0-mae:4582.38916 validation_1-mae:6017.73535 [997] validation_0-mae:4580.69531 validation_1-mae:6017.46240 [998] validation_0-mae:4579.88477 validation_1-mae:6017.20410 [999] validation_0-mae:4579.01758 validation_1-mae:6017.47803 [1000] validation_0-mae:4577.72607 validation_1-mae:6017.49170 [1001] validation_0-mae:4576.50586 validation_1-mae:6016.84131 [1002] validation_0-mae:4574.95947 validation_1-mae:6016.29688 [1003] validation_0-mae:4573.76318 validation_1-mae:6015.49756 [1004] validation_0-mae:4572.49707 validation_1-mae:6014.88965 [1005] validation_0-mae:4571.76953 validation_1-mae:6014.60205 [1006] validation_0-mae:4570.70752 validation_1-mae:6014.59912 [1007] validation_0-mae:4569.84912 validation_1-mae:6014.28516 [1008] validation_0-mae:4569.11572 validation_1-mae:6013.84424 [1009] validation_0-mae:4568.03662 validation_1-mae:6013.54053 [1010] validation_0-mae:4567.15283 validation_1-mae:6013.25879 [1011] validation_0-mae:4565.83936 validation_1-mae:6013.16357 [1012] validation_0-mae:4564.92578 validation_1-mae:6013.12109 [1013] validation_0-mae:4563.74170 validation_1-mae:6013.39404 [1014] validation_0-mae:4562.48682 validation_1-mae:6013.25000 [1015] validation_0-mae:4560.38232 validation_1-mae:6013.14893 [1016] validation_0-mae:4559.56641 validation_1-mae:6012.61914 [1017] validation_0-mae:4558.65137 validation_1-mae:6013.11475 [1018] validation_0-mae:4557.67139 validation_1-mae:6013.05420 [1019] validation_0-mae:4556.43994 validation_1-mae:6012.84131 [1020] validation_0-mae:4555.39453 validation_1-mae:6012.76514 [1021] validation_0-mae:4554.33887 validation_1-mae:6012.79590 [1022] validation_0-mae:4552.81055 validation_1-mae:6012.68164 [1023] validation_0-mae:4551.73193 validation_1-mae:6012.66943 [1024] validation_0-mae:4550.83008 validation_1-mae:6012.78613 [1025] validation_0-mae:4549.76465 validation_1-mae:6012.24707 [1026] validation_0-mae:4549.43701 validation_1-mae:6012.48096 [1027] validation_0-mae:4547.41357 validation_1-mae:6011.85449 [1028] validation_0-mae:4545.51904 validation_1-mae:6011.16260 [1029] validation_0-mae:4544.53272 validation_1-mae:6011.01904 [1030] validation_0-mae:4542.54736 validation_1-mae:6011.24512 [1031] validation_0-mae:4541.48389 validation_1-mae:6011.64404 [1032] validation_0-mae:4538.71728 validation_1-mae:6009.83398 [1033] validation_0-mae:4537.58203 validation_1-mae:6009.79150 [1034] validation_0-mae:4536.66504 validation_1-mae:6010.01514 [1035] validation_0-mae:4535.59961 validation_1-mae:6009.74121 [1036] validation_0-mae:4534.48047 validation_1-mae:6009.52100 [1037] validation_0-mae:4533.65283 validation_1-mae:6009.32471 [1038] validation_0-mae:4532.32227 validation_1-mae:6008.93945 [1039] validation_0-mae:4531.50977 validation_1-mae:6008.76367 [1040] validation_0-mae:4530.64844 validation_1-mae:6008.64990 [1041] validation_0-mae:4529.50195 validation_1-mae:6008.49268 [1042] validation_0-mae:4528.41113 validation_1-mae:6008.67627 [1043] validation_0-mae:4527.49414 validation_1-mae:6008.44189 [1044] validation_0-mae:4526.71143 validation_1-mae:6008.29297 [1045] validation_0-mae:4526.05518 validation_1-mae:6008.16943 [1046] validation_0-mae:4523.97510 validation_1-mae:6008.54395 [1047] validation_0-mae:4522.29297 validation_1-mae:6008.60156 [1048] validation_0-mae:4521.02051 validation_1-mae:6008.25244 [1049] validation_0-mae:4518.83350 validation_1-mae:6007.20557 [1050] validation_0-mae:4517.79346 validation_1-mae:6006.80518 [1051] validation_0-mae:4515.64990 validation_1-mae:6006.01807 [1052] validation_0-mae:4514.63965 validation_1-mae:6006.13721 [1053] validation_0-mae:4512.48486 validation_1-mae:6007.09668 [1054] validation_0-mae:4510.54785 validation_1-mae:6006.71191 [1055] validation_0-mae:4508.95996 validation_1-mae:6006.14355 [1056] validation_0-mae:4508.13672 validation_1-mae:6005.87744 [1057] validation_0-mae:4505.90625 validation_1-mae:6005.02295 [1058] validation_0-mae:4505.63086 validation_1-mae:6004.83203 [1059] validation_0-mae:4505.16455 validation_1-mae:6004.48438 [1060] validation_0-mae:4504.55322 validation_1-mae:6005.09082 [1061] validation_0-mae:4502.51465 validation_1-mae:6005.54736 [1062] validation_0-mae:4500.98193 validation_1-mae:6005.34131 [1063] validation_0-mae:4500.33936 validation_1-mae:6005.38232 [1064] validation_0-mae:4499.21289 validation_1-mae:6004.95508 [1065] validation_0-mae:4499.01855 validation_1-mae:6004.86035 [1066] validation_0-mae:4498.31543 validation_1-mae:6004.96631 [1067] validation_0-mae:4497.60010 validation_1-mae:6004.95117 [1068] validation_0-mae:4496.86523 validation_1-mae:6004.74268 [1069] validation_0-mae:4495.27295 validation_1-mae:6004.51758 [1070] validation_0-mae:4494.18115 validation_1-mae:6004.14600 [1071] validation_0-mae:4492.12891 validation_1-mae:6002.88330 [1072] validation_0-mae:4490.10547 validation_1-mae:6003.08350 [1073] validation_0-mae:4488.06982 validation_1-mae:6002.70068 [1074] validation_0-mae:4486.73779 validation_1-mae:6002.99170 [1075] validation_0-mae:4485.54297 validation_1-mae:6003.13721 [1076] validation_0-mae:4483.29883 validation_1-mae:6002.42725 [1077] validation_0-mae:4481.95703 validation_1-mae:6002.01025 [1078] validation_0-mae:4480.31738 validation_1-mae:6002.44531 [1079] validation_0-mae:4478.80273 validation_1-mae:6001.90088 [1080] validation_0-mae:4478.50732 validation_1-mae:6001.91846 [1081] validation_0-mae:4477.65234 validation_1-mae:6001.82764 [1082] validation_0-mae:4477.42188 validation_1-mae:6001.70703 [1083] validation_0-mae:4476.89941 validation_1-mae:6001.72998 [1084] validation_0-mae:4476.48682 validation_1-mae:6001.81152 [1085] validation_0-mae:4476.20557 validation_1-mae:6001.78857 [1086] validation_0-mae:4474.69189 validation_1-mae:6001.17090 [1087] validation_0-mae:4473.62109 validation_1-mae:6001.37402 [1088] validation_0-mae:4471.34424 validation_1-mae:6001.66406 [1089] validation_0-mae:4469.40283 validation_1-mae:6001.37500 [1090] validation_0-mae:4467.41553 validation_1-mae:6000.40918 [1091] validation_0-mae:4466.56055 validation_1-mae:6000.42676 [1092] validation_0-mae:4465.66943 validation_1-mae:6000.48145 [1093] validation_0-mae:4464.67578 validation_1-mae:6000.23145 [1094] validation_0-mae:4463.07959 validation_1-mae:5999.54346 [1095] validation_0-mae:4461.94727 validation_1-mae:5999.56787 [1096] validation_0-mae:4460.89795 validation_1-mae:5999.44531 [1097] validation_0-mae:4459.22070 validation_1-mae:5999.07910 [1098] validation_0-mae:4457.31592 validation_1-mae:5999.06934 [1099] validation_0-mae:4455.91455 validation_1-mae:5999.33691 [1100] validation_0-mae:4453.55713 validation_1-mae:5999.96289 [1101] validation_0-mae:4452.67578 validation_1-mae:5999.63916 [1102] validation_0-mae:4451.67041 validation_1-mae:5999.33594 [1103] validation_0-mae:4450.42041 validation_1-mae:5999.05127 [1104] validation_0-mae:4449.61426 validation_1-mae:5999.33740 [1105] validation_0-mae:4448.15772 validation_1-mae:5998.76611 [1106] validation_0-mae:4446.38184 validation_1-mae:5998.77539 [1107] validation_0-mae:4444.50049 validation_1-mae:5999.25000 [1108] validation_0-mae:4443.48975 validation_1-mae:5999.19727 [1109] validation_0-mae:4443.03418 validation_1-mae:5998.92188 [1110] validation_0-mae:4442.63379 validation_1-mae:5998.54541 [1111] validation_0-mae:4441.60107 validation_1-mae:5998.51318 [1112] validation_0-mae:4440.87647 validation_1-mae:5998.25000 [1113] validation_0-mae:4439.59814 validation_1-mae:5998.24023 [1114] validation_0-mae:4438.33545 validation_1-mae:5997.75781 [1115] validation_0-mae:4437.37402 validation_1-mae:5997.99121 [1116] validation_0-mae:4436.44775 validation_1-mae:5997.80859 [1117] validation_0-mae:4434.92090 validation_1-mae:5998.00244 [1118] validation_0-mae:4434.27246 validation_1-mae:5997.85986 [1119] validation_0-mae:4433.15381 validation_1-mae:5998.01709 [1120] validation_0-mae:4432.22217 validation_1-mae:5998.06543 [1121] validation_0-mae:4431.62451 validation_1-mae:5998.20850 [1122] validation_0-mae:4431.13135 validation_1-mae:5998.39404 [1123] validation_0-mae:4429.77393 validation_1-mae:5998.30908 [1124] validation_0-mae:4428.30078 validation_1-mae:5998.06152 [1125] validation_0-mae:4427.53125 validation_1-mae:5998.22266 [1126] validation_0-mae:4426.41064 validation_1-mae:5998.51367 [1127] validation_0-mae:4424.98242 validation_1-mae:5998.34375 [1128] validation_0-mae:4424.27881 validation_1-mae:5998.51221 [1129] validation_0-mae:4423.13770 validation_1-mae:5997.99121 [1130] validation_0-mae:4421.97852 validation_1-mae:5998.29150 [1131] validation_0-mae:4421.01514 validation_1-mae:5998.20996 [1132] validation_0-mae:4419.17920 validation_1-mae:5997.44141 [1133] validation_0-mae:4418.13037 validation_1-mae:5996.95117 [1134] validation_0-mae:4417.21240 validation_1-mae:5997.14990 [1135] validation_0-mae:4416.88770 validation_1-mae:5997.28760 [1136] validation_0-mae:4416.27246 validation_1-mae:5997.25977 [1137] validation_0-mae:4414.63525 validation_1-mae:5997.29736 [1138] validation_0-mae:4413.20264 validation_1-mae:5997.86182 [1139] validation_0-mae:4412.71045 validation_1-mae:5997.74658 [1140] validation_0-mae:4412.13330 validation_1-mae:5997.63477 [1141] validation_0-mae:4411.54346 validation_1-mae:5997.75635 [1142] validation_0-mae:4411.14990 validation_1-mae:5997.79248 [1143] validation_0-mae:4410.62451 validation_1-mae:5997.78320 [1144] validation_0-mae:4410.02637 validation_1-mae:5997.60303 [1145] validation_0-mae:4409.76660 validation_1-mae:5997.78418 [1146] validation_0-mae:4409.51562 validation_1-mae:5997.72119 [1147] validation_0-mae:4408.28516 validation_1-mae:5996.99561 [1148] validation_0-mae:4406.56152 validation_1-mae:5997.20605 [1149] validation_0-mae:4406.06738 validation_1-mae:5997.11084 [1150] validation_0-mae:4403.48291 validation_1-mae:5996.54590 [1151] validation_0-mae:4402.45459 validation_1-mae:5996.23975 [1152] validation_0-mae:4401.57031 validation_1-mae:5996.17432 [1153] validation_0-mae:4399.92773 validation_1-mae:5994.76660 [1154] validation_0-mae:4398.12500 validation_1-mae:5993.91309 [1155] validation_0-mae:4397.53711 validation_1-mae:5993.90869 [1156] validation_0-mae:4395.77734 validation_1-mae:5993.20605 [1157] validation_0-mae:4393.88281 validation_1-mae:5992.64648 [1158] validation_0-mae:4392.46631 validation_1-mae:5992.53906 [1159] validation_0-mae:4391.50879 validation_1-mae:5992.69922 [1160] validation_0-mae:4390.63623 validation_1-mae:5992.73877 [1161] validation_0-mae:4389.99463 validation_1-mae:5992.48779 [1162] validation_0-mae:4389.04492 validation_1-mae:5992.29248 [1163] validation_0-mae:4388.27588 validation_1-mae:5992.29590 [1164] validation_0-mae:4387.13330 validation_1-mae:5991.83789 [1165] validation_0-mae:4386.29102 validation_1-mae:5991.28857 [1166] validation_0-mae:4385.29346 validation_1-mae:5990.92188 [1167] validation_0-mae:4384.34228 validation_1-mae:5990.65869 [1168] validation_0-mae:4383.67480 validation_1-mae:5990.40381 [1169] validation_0-mae:4382.82861 validation_1-mae:5990.36523 [1170] validation_0-mae:4381.71387 validation_1-mae:5990.45898 [1171] validation_0-mae:4380.02002 validation_1-mae:5990.12647 [1172] validation_0-mae:4378.91113 validation_1-mae:5989.77588 [1173] validation_0-mae:4377.86621 validation_1-mae:5989.71045 [1174] validation_0-mae:4376.22803 validation_1-mae:5989.25977 [1175] validation_0-mae:4374.72998 validation_1-mae:5989.15527 [1176] validation_0-mae:4373.73438 validation_1-mae:5989.51123 [1177] validation_0-mae:4373.10254 validation_1-mae:5989.30225 [1178] validation_0-mae:4372.80029 validation_1-mae:5989.54199 [1179] validation_0-mae:4371.88867 validation_1-mae:5989.02637 [1180] validation_0-mae:4371.06494 validation_1-mae:5989.04688 [1181] validation_0-mae:4369.75537 validation_1-mae:5988.96680 [1182] validation_0-mae:4369.00488 validation_1-mae:5989.26660 [1183] validation_0-mae:4367.77002 validation_1-mae:5988.47412 [1184] validation_0-mae:4366.79053 validation_1-mae:5988.17236 [1185] validation_0-mae:4366.41895 validation_1-mae:5988.33008 [1186] validation_0-mae:4365.20850 validation_1-mae:5988.32861 [1187] validation_0-mae:4363.93115 validation_1-mae:5988.88770 [1188] validation_0-mae:4363.04883 validation_1-mae:5988.55176 [1189] validation_0-mae:4363.02197 validation_1-mae:5988.59326 [1190] validation_0-mae:4361.60449 validation_1-mae:5988.09766 [1191] validation_0-mae:4360.35986 validation_1-mae:5987.78320 [1192] validation_0-mae:4359.10498 validation_1-mae:5987.47168 [1193] validation_0-mae:4358.51660 validation_1-mae:5987.69287 [1194] validation_0-mae:4357.71094 validation_1-mae:5988.37939 [1195] validation_0-mae:4356.92139 validation_1-mae:5988.44141 [1196] validation_0-mae:4356.53272 validation_1-mae:5988.78174 [1197] validation_0-mae:4356.19824 validation_1-mae:5988.55176 [1198] validation_0-mae:4355.31982 validation_1-mae:5988.42529 [1199] validation_0-mae:4354.53906 validation_1-mae:5988.01514 [1200] validation_0-mae:4353.40918 validation_1-mae:5987.18457 [1201] validation_0-mae:4352.58398 validation_1-mae:5987.07666 [1202] validation_0-mae:4351.49170 validation_1-mae:5986.95508 [1203] validation_0-mae:4350.56201 validation_1-mae:5987.02978 [1204] validation_0-mae:4349.62158 validation_1-mae:5986.69629 [1205] validation_0-mae:4349.11182 validation_1-mae:5986.64062 [1206] validation_0-mae:4348.65772 validation_1-mae:5986.45410 [1207] validation_0-mae:4348.13525 validation_1-mae:5986.48682 [1208] validation_0-mae:4347.43018 validation_1-mae:5986.17822 [1209] validation_0-mae:4346.25635 validation_1-mae:5986.39404 [1210] validation_0-mae:4345.23682 validation_1-mae:5985.70361 [1211] validation_0-mae:4344.54932 validation_1-mae:5986.08545 [1212] validation_0-mae:4343.85449 validation_1-mae:5986.25000 [1213] validation_0-mae:4343.60010 validation_1-mae:5986.14307 [1214] validation_0-mae:4342.28467 validation_1-mae:5985.19189 [1215] validation_0-mae:4340.94678 validation_1-mae:5985.97217 [1216] validation_0-mae:4339.63672 validation_1-mae:5986.16699 [1217] validation_0-mae:4338.18701 validation_1-mae:5985.89697 [1218] validation_0-mae:4336.52588 validation_1-mae:5986.47510 [1219] validation_0-mae:4334.97607 validation_1-mae:5987.07861 [1220] validation_0-mae:4333.79736 validation_1-mae:5987.23438 [1221] validation_0-mae:4331.40088 validation_1-mae:5987.26318 [1222] validation_0-mae:4330.85059 validation_1-mae:5987.42529 [1223] validation_0-mae:4329.05713 validation_1-mae:5987.56055 [1224] validation_0-mae:4327.47998 validation_1-mae:5987.47559 [1225] validation_0-mae:4325.62451 validation_1-mae:5987.04541 [1226] validation_0-mae:4324.54492 validation_1-mae:5986.79785 [1227] validation_0-mae:4324.10547 validation_1-mae:5987.12451 [1228] validation_0-mae:4322.43359 validation_1-mae:5987.28223 [1229] validation_0-mae:4321.55371 validation_1-mae:5986.97363 [1230] validation_0-mae:4319.68799 validation_1-mae:5987.58057 [1231] validation_0-mae:4318.53174 validation_1-mae:5987.07275 [1232] validation_0-mae:4317.71826 validation_1-mae:5987.56201 [1233] validation_0-mae:4316.42480 validation_1-mae:5987.13330 [1234] validation_0-mae:4315.91260 validation_1-mae:5987.24219 [1235] validation_0-mae:4315.17578 validation_1-mae:5987.20605 [1236] validation_0-mae:4314.35547 validation_1-mae:5987.02490 [1237] validation_0-mae:4314.30908 validation_1-mae:5987.15039 [1238] validation_0-mae:4313.68262 validation_1-mae:5987.08154 [1239] validation_0-mae:4312.79736 validation_1-mae:5986.69678 [1240] validation_0-mae:4311.58887 validation_1-mae:5987.02295 [1241] validation_0-mae:4310.77002 validation_1-mae:5986.44922 [1242] validation_0-mae:4310.22998 validation_1-mae:5986.22803 [1243] validation_0-mae:4309.47656 validation_1-mae:5986.06738 [1244] validation_0-mae:4307.97656 validation_1-mae:5986.47217 [1245] validation_0-mae:4307.28272 validation_1-mae:5986.63379 [1246] validation_0-mae:4305.68066 validation_1-mae:5986.51465 [1247] validation_0-mae:4305.06299 validation_1-mae:5986.55566 [1248] validation_0-mae:4304.48486 validation_1-mae:5986.11279 [1249] validation_0-mae:4303.40478 validation_1-mae:5985.84766 [1250] validation_0-mae:4302.66553 validation_1-mae:5985.88037 [1251] validation_0-mae:4301.89893 validation_1-mae:5986.25488 [1252] validation_0-mae:4300.84619 validation_1-mae:5986.53613 [1253] validation_0-mae:4300.28857 validation_1-mae:5986.39990 [1254] validation_0-mae:4299.54150 validation_1-mae:5986.38184 [1255] validation_0-mae:4298.58252 validation_1-mae:5986.24902 [1256] validation_0-mae:4298.23096 validation_1-mae:5986.33398 [1257] validation_0-mae:4297.55420 validation_1-mae:5986.38086 [1258] validation_0-mae:4296.89355 validation_1-mae:5986.48682 [1259] validation_0-mae:4296.61816 validation_1-mae:5986.55078 [1260] validation_0-mae:4295.07910 validation_1-mae:5986.35840 [1261] validation_0-mae:4294.43555 validation_1-mae:5986.53418 [1262] validation_0-mae:4293.69922 validation_1-mae:5986.41553 [1263] validation_0-mae:4292.83398 validation_1-mae:5986.13232 [1264] validation_0-mae:4291.27930 validation_1-mae:5985.62793 [1265] validation_0-mae:4290.47510 validation_1-mae:5985.56445 [1266] validation_0-mae:4289.97705 validation_1-mae:5985.81934 [1267] validation_0-mae:4288.61133 validation_1-mae:5985.66602 [1268] validation_0-mae:4287.78174 validation_1-mae:5985.93994 [1269] validation_0-mae:4287.05664 validation_1-mae:5985.78272 [1270] validation_0-mae:4285.64111 validation_1-mae:5986.30713 [1271] validation_0-mae:4284.72314 validation_1-mae:5986.86523 [1272] validation_0-mae:4283.82129 validation_1-mae:5986.42871 [1273] validation_0-mae:4283.17676 validation_1-mae:5986.26709 [1274] validation_0-mae:4282.62256 validation_1-mae:5986.54053 [1275] validation_0-mae:4281.96240 validation_1-mae:5986.33545 [1276] validation_0-mae:4281.03076 validation_1-mae:5986.40283 [1277] validation_0-mae:4280.98291 validation_1-mae:5986.40820 [1278] validation_0-mae:4280.09473 validation_1-mae:5986.24561 [1279] validation_0-mae:4279.38135 validation_1-mae:5986.48633 [1280] validation_0-mae:4277.67773 validation_1-mae:5986.27686 [1281] validation_0-mae:4277.13184 validation_1-mae:5986.38916 [1282] validation_0-mae:4276.26123 validation_1-mae:5985.90625 [1283] validation_0-mae:4275.56397 validation_1-mae:5986.00000 [1284] validation_0-mae:4274.64844 validation_1-mae:5986.30811 [1285] validation_0-mae:4274.12988 validation_1-mae:5986.14014 [1286] validation_0-mae:4273.15039 validation_1-mae:5986.07617 [1287] validation_0-mae:4272.11670 validation_1-mae:5985.89307 [1288] validation_0-mae:4271.21045 validation_1-mae:5985.95508 [1289] validation_0-mae:4270.12549 validation_1-mae:5985.43994 [1290] validation_0-mae:4268.41602 validation_1-mae:5984.84570 [1291] validation_0-mae:4267.88672 validation_1-mae:5984.91455 [1292] validation_0-mae:4266.85205 validation_1-mae:5985.59473 [1293] validation_0-mae:4265.88916 validation_1-mae:5985.71875 [1294] validation_0-mae:4264.33984 validation_1-mae:5985.12207 [1295] validation_0-mae:4263.86035 validation_1-mae:5985.13770 [1296] validation_0-mae:4263.05469 validation_1-mae:5985.26953 [1297] validation_0-mae:4261.01318 validation_1-mae:5984.66602 [1298] validation_0-mae:4259.82959 validation_1-mae:5984.47754 [1299] validation_0-mae:4258.95605 validation_1-mae:5984.00391 [1300] validation_0-mae:4258.78760 validation_1-mae:5983.96777 [1301] validation_0-mae:4258.68848 validation_1-mae:5984.01416 [1302] validation_0-mae:4258.41309 validation_1-mae:5984.14893 [1303] validation_0-mae:4257.43945 validation_1-mae:5983.64648 [1304] validation_0-mae:4256.78809 validation_1-mae:5983.41650 [1305] validation_0-mae:4255.80859 validation_1-mae:5983.46973 [1306] validation_0-mae:4254.67383 validation_1-mae:5983.83008 [1307] validation_0-mae:4253.67236 validation_1-mae:5983.58936 [1308] validation_0-mae:4252.21387 validation_1-mae:5983.20801 [1309] validation_0-mae:4250.78174 validation_1-mae:5983.08105 [1310] validation_0-mae:4250.23730 validation_1-mae:5983.53857 [1311] validation_0-mae:4249.66553 validation_1-mae:5983.83496 [1312] validation_0-mae:4247.99072 validation_1-mae:5983.22461 [1313] validation_0-mae:4247.22900 validation_1-mae:5983.36328 [1314] validation_0-mae:4246.75049 validation_1-mae:5983.51367 [1315] validation_0-mae:4245.19629 validation_1-mae:5983.47461 [1316] validation_0-mae:4243.93457 validation_1-mae:5983.27197 [1317] validation_0-mae:4242.48779 validation_1-mae:5983.42334 [1318] validation_0-mae:4241.79150 validation_1-mae:5983.49902 [1319] validation_0-mae:4240.88477 validation_1-mae:5983.56738 [1320] validation_0-mae:4239.96240 validation_1-mae:5983.51855 [1321] validation_0-mae:4239.24951 validation_1-mae:5983.44092 [1322] validation_0-mae:4238.32373 validation_1-mae:5983.62793 [1323] validation_0-mae:4236.78467 validation_1-mae:5982.90576 [1324] validation_0-mae:4236.61035 validation_1-mae:5982.83594 [1325] validation_0-mae:4235.55811 validation_1-mae:5982.59375 [1326] validation_0-mae:4234.65723 validation_1-mae:5982.43164 [1327] validation_0-mae:4234.02051 validation_1-mae:5982.40332 [1328] validation_0-mae:4233.63232 validation_1-mae:5982.48242 [1329] validation_0-mae:4233.41650 validation_1-mae:5982.56494 [1330] validation_0-mae:4232.80664 validation_1-mae:5982.56592 [1331] validation_0-mae:4232.38086 validation_1-mae:5982.30664 [1332] validation_0-mae:4231.69727 validation_1-mae:5982.27832 [1333] validation_0-mae:4230.83789 validation_1-mae:5982.29688 [1334] validation_0-mae:4229.48242 validation_1-mae:5982.04199 [1335] validation_0-mae:4228.16895 validation_1-mae:5981.96582 [1336] validation_0-mae:4226.31934 validation_1-mae:5981.63965 [1337] validation_0-mae:4225.01904 validation_1-mae:5981.70312 [1338] validation_0-mae:4224.61133 validation_1-mae:5981.63916 [1339] validation_0-mae:4223.92920 validation_1-mae:5981.68897 [1340] validation_0-mae:4223.86670 validation_1-mae:5981.47022 [1341] validation_0-mae:4223.33838 validation_1-mae:5981.58008 [1342] validation_0-mae:4222.82373 validation_1-mae:5981.40137 [1343] validation_0-mae:4222.28320 validation_1-mae:5981.30273 [1344] validation_0-mae:4221.35107 validation_1-mae:5981.09424 [1345] validation_0-mae:4220.41943 validation_1-mae:5981.36768 [1346] validation_0-mae:4220.28516 validation_1-mae:5981.24316 [1347] validation_0-mae:4219.19385 validation_1-mae:5981.10986 [1348] validation_0-mae:4218.68164 validation_1-mae:5981.26123 [1349] validation_0-mae:4218.15869 validation_1-mae:5981.22852 [1350] validation_0-mae:4216.75684 validation_1-mae:5981.73633 [1351] validation_0-mae:4216.02197 validation_1-mae:5981.80420 [1352] validation_0-mae:4215.99463 validation_1-mae:5981.77344 [1353] validation_0-mae:4215.17627 validation_1-mae:5981.70947 [1354] validation_0-mae:4214.27930 validation_1-mae:5981.53809 [1355] validation_0-mae:4213.80566 validation_1-mae:5981.78711 [1356] validation_0-mae:4212.65039 validation_1-mae:5981.91357 [1357] validation_0-mae:4211.62891 validation_1-mae:5982.05566 [1358] validation_0-mae:4210.55664 validation_1-mae:5982.16162 [1359] validation_0-mae:4209.97656 validation_1-mae:5982.28369 [1360] validation_0-mae:4209.04736 validation_1-mae:5982.61279 [1361] validation_0-mae:4207.75049 validation_1-mae:5982.60400 [1362] validation_0-mae:4206.94434 validation_1-mae:5982.60889 [1363] validation_0-mae:4205.98926 validation_1-mae:5982.51270 [1364] validation_0-mae:4205.42432 validation_1-mae:5982.63623 [1365] validation_0-mae:4204.92871 validation_1-mae:5982.65820 [1366] validation_0-mae:4204.16016 validation_1-mae:5983.06006 [1367] validation_0-mae:4202.42383 validation_1-mae:5983.33398 [1368] validation_0-mae:4201.40332 validation_1-mae:5983.29102 [1369] validation_0-mae:4199.97461 validation_1-mae:5984.03857 [1370] validation_0-mae:4198.94678 validation_1-mae:5984.45508 [1371] validation_0-mae:4197.53418 validation_1-mae:5985.10547 [1372] validation_0-mae:4196.17334 validation_1-mae:5985.53662 [1373] validation_0-mae:4195.55225 validation_1-mae:5985.30469 [1374] validation_0-mae:4194.86914 validation_1-mae:5985.86084 [1375] validation_0-mae:4194.01611 validation_1-mae:5985.43799 [1376] validation_0-mae:4193.18945 validation_1-mae:5985.31885 [1377] validation_0-mae:4192.23096 validation_1-mae:5985.31201 [1378] validation_0-mae:4191.68555 validation_1-mae:5984.99121 [1379] validation_0-mae:4190.66797 validation_1-mae:5985.10742 [1380] validation_0-mae:4190.09424 validation_1-mae:5985.44678 [1381] validation_0-mae:4189.63086 validation_1-mae:5985.42188 [1382] validation_0-mae:4188.80273 validation_1-mae:5985.39062 [1383] validation_0-mae:4188.22949 validation_1-mae:5985.18213 [1384] validation_0-mae:4187.37158 validation_1-mae:5985.21875 [1385] validation_0-mae:4186.77246 validation_1-mae:5985.46387 [1386] validation_0-mae:4186.16211 validation_1-mae:5985.34717 [1387] validation_0-mae:4185.30420 validation_1-mae:5985.91699 [1388] validation_0-mae:4184.17236 validation_1-mae:5985.39551 [1389] validation_0-mae:4183.45020 validation_1-mae:5985.33008 [1390] validation_0-mae:4182.81055 validation_1-mae:5985.76514 [1391] validation_0-mae:4182.18115 validation_1-mae:5986.03027 [1392] validation_0-mae:4181.37500 validation_1-mae:5985.81494 [1393] validation_0-mae:4180.38623 validation_1-mae:5985.64160 [1394] validation_0-mae:4179.91748 validation_1-mae:5985.76221 [1395] validation_0-mae:4179.11865 validation_1-mae:5985.43164 [1396] validation_0-mae:4178.56348 validation_1-mae:5985.08496 [1397] validation_0-mae:4178.00977 validation_1-mae:5984.87451 [1398] validation_0-mae:4177.66699 validation_1-mae:5984.89990 [1399] validation_0-mae:4176.90918 validation_1-mae:5984.73486 [1400] validation_0-mae:4176.54883 validation_1-mae:5984.62012 [1401] validation_0-mae:4175.88281 validation_1-mae:5984.67871 [1402] validation_0-mae:4175.12744 validation_1-mae:5984.32178 [1403] validation_0-mae:4173.88672 validation_1-mae:5984.18897 [1404] validation_0-mae:4172.63232 validation_1-mae:5984.09766 [1405] validation_0-mae:4171.96533 validation_1-mae:5984.18945 [1406] validation_0-mae:4171.45068 validation_1-mae:5984.13574 [1407] validation_0-mae:4170.86182 validation_1-mae:5983.89111 [1408] validation_0-mae:4170.05908 validation_1-mae:5983.82764 [1409] validation_0-mae:4169.62256 validation_1-mae:5983.91357 [1410] validation_0-mae:4168.61670 validation_1-mae:5983.85059 [1411] validation_0-mae:4167.40234 validation_1-mae:5983.79785 [1412] validation_0-mae:4166.18311 validation_1-mae:5984.09522 [1413] validation_0-mae:4165.48584 validation_1-mae:5983.84326 [1414] validation_0-mae:4164.48975 validation_1-mae:5983.82129 [1415] validation_0-mae:4163.43213 validation_1-mae:5983.31299 [1416] validation_0-mae:4162.35254 validation_1-mae:5983.05078 [1417] validation_0-mae:4161.51025 validation_1-mae:5983.02100 [1418] validation_0-mae:4160.21973 validation_1-mae:5982.54346 [1419] validation_0-mae:4159.80713 validation_1-mae:5982.61914 [1420] validation_0-mae:4158.61377 validation_1-mae:5982.78467 [1421] validation_0-mae:4158.05420 validation_1-mae:5982.89404 [1422] validation_0-mae:4156.89355 validation_1-mae:5982.57715 [1423] validation_0-mae:4155.37207 validation_1-mae:5982.25684 [1424] validation_0-mae:4154.27637 validation_1-mae:5981.76562 [1425] validation_0-mae:4153.40332 validation_1-mae:5981.74365 [1426] validation_0-mae:4152.17822 validation_1-mae:5981.46045 [1427] validation_0-mae:4151.72217 validation_1-mae:5981.82080 [1428] validation_0-mae:4150.77051 validation_1-mae:5982.12695 [1429] validation_0-mae:4149.94824 validation_1-mae:5981.53418 [1430] validation_0-mae:4149.37158 validation_1-mae:5981.74316 [1431] validation_0-mae:4148.74268 validation_1-mae:5981.88770 [1432] validation_0-mae:4148.09326 validation_1-mae:5981.82520 [1433] validation_0-mae:4147.78223 validation_1-mae:5981.93750 [1434] validation_0-mae:4147.23486 validation_1-mae:5981.95801 [1435] validation_0-mae:4146.72705 validation_1-mae:5982.20361 [1436] validation_0-mae:4145.83203 validation_1-mae:5982.41504 [1437] validation_0-mae:4145.37353 validation_1-mae:5982.51514 [1438] validation_0-mae:4144.50147 validation_1-mae:5982.75049 [1439] validation_0-mae:4143.89648 validation_1-mae:5982.73340 [1440] validation_0-mae:4142.79785 validation_1-mae:5982.56787 [1441] validation_0-mae:4142.37207 validation_1-mae:5982.39551 [1442] validation_0-mae:4141.69727 validation_1-mae:5982.64648 [1443] validation_0-mae:4141.07080 validation_1-mae:5982.52637 [1444] validation_0-mae:4140.79932 validation_1-mae:5982.56397 [1445] validation_0-mae:4140.63086 validation_1-mae:5982.71240 [1446] validation_0-mae:4139.96094 validation_1-mae:5982.42188 [1447] validation_0-mae:4139.25928 validation_1-mae:5982.12353 [1448] validation_0-mae:4138.88965 validation_1-mae:5982.27344 [1449] validation_0-mae:4138.63721 validation_1-mae:5982.30420 [1450] validation_0-mae:4138.01562 validation_1-mae:5982.15332 [1451] validation_0-mae:4136.65576 validation_1-mae:5981.81152 [1452] validation_0-mae:4136.06250 validation_1-mae:5981.81494 [1453] validation_0-mae:4135.10889 validation_1-mae:5981.92822 [1454] validation_0-mae:4134.39648 validation_1-mae:5981.21338 [1455] validation_0-mae:4133.88623 validation_1-mae:5981.46387 [1456] validation_0-mae:4133.43701 validation_1-mae:5981.25781 [1457] validation_0-mae:4133.12549 validation_1-mae:5981.33643 [1458] validation_0-mae:4132.90674 validation_1-mae:5981.37451 [1459] validation_0-mae:4130.97363 validation_1-mae:5981.65186 [1460] validation_0-mae:4130.04297 validation_1-mae:5981.71338 [1461] validation_0-mae:4128.74121 validation_1-mae:5981.81592 [1462] validation_0-mae:4128.22314 validation_1-mae:5981.71387 [1463] validation_0-mae:4127.54980 validation_1-mae:5981.69336 [1464] validation_0-mae:4127.18555 validation_1-mae:5981.88965 [1465] validation_0-mae:4126.75635 validation_1-mae:5981.81397 [1466] validation_0-mae:4125.94385 validation_1-mae:5981.14209 [1467] validation_0-mae:4125.08740 validation_1-mae:5981.37451 [1468] validation_0-mae:4124.19336 validation_1-mae:5980.87158 [1469] validation_0-mae:4123.18115 validation_1-mae:5980.61035 [1470] validation_0-mae:4122.17676 validation_1-mae:5980.57617 [1471] validation_0-mae:4120.50293 validation_1-mae:5980.44629 [1472] validation_0-mae:4120.29346 validation_1-mae:5980.29541 [1473] validation_0-mae:4119.75098 validation_1-mae:5980.79297 [1474] validation_0-mae:4118.81055 validation_1-mae:5980.84326 [1475] validation_0-mae:4117.93408 validation_1-mae:5980.80127 [1476] validation_0-mae:4117.62988 validation_1-mae:5980.79248 [1477] validation_0-mae:4117.09228 validation_1-mae:5980.74121 [1478] validation_0-mae:4116.11035 validation_1-mae:5980.86670 [1479] validation_0-mae:4115.53467 validation_1-mae:5980.60986 [1480] validation_0-mae:4113.71240 validation_1-mae:5980.66113 [1481] validation_0-mae:4112.53174 validation_1-mae:5980.60352 [1482] validation_0-mae:4111.58008 validation_1-mae:5980.41699 [1483] validation_0-mae:4110.44092 validation_1-mae:5980.27978 [1484] validation_0-mae:4109.81641 validation_1-mae:5980.15137 [1485] validation_0-mae:4108.87988 validation_1-mae:5980.52930 [1486] validation_0-mae:4107.40723 validation_1-mae:5980.64795 [1487] validation_0-mae:4106.35986 validation_1-mae:5980.85547 [1488] validation_0-mae:4105.97559 validation_1-mae:5981.00293 [1489] validation_0-mae:4105.29346 validation_1-mae:5981.01709 [1490] validation_0-mae:4104.41650 validation_1-mae:5981.09424 [1491] validation_0-mae:4103.67969 validation_1-mae:5981.00000 [1492] validation_0-mae:4102.67529 validation_1-mae:5981.22314 [1493] validation_0-mae:4102.30371 validation_1-mae:5981.13867 [1494] validation_0-mae:4101.56494 validation_1-mae:5981.39111 [1495] validation_0-mae:4101.01953 validation_1-mae:5981.22266 [1496] validation_0-mae:4100.50635 validation_1-mae:5981.29980 [1497] validation_0-mae:4099.58643 validation_1-mae:5981.23242 [1498] validation_0-mae:4098.83984 validation_1-mae:5981.28760 [1499] validation_0-mae:4098.10596 validation_1-mae:5981.54834 [1500] validation_0-mae:4097.52490 validation_1-mae:5981.31494 [1501] validation_0-mae:4096.96289 validation_1-mae:5981.26465 [1502] validation_0-mae:4096.44092 validation_1-mae:5981.37353 [1503] validation_0-mae:4096.09180 validation_1-mae:5981.52197 [1504] validation_0-mae:4095.56787 validation_1-mae:5981.55518 [1505] validation_0-mae:4094.97974 validation_1-mae:5981.19141 [1506] validation_0-mae:4093.91455 validation_1-mae:5981.29932 [1507] validation_0-mae:4092.56982 validation_1-mae:5981.45459 [1508] validation_0-mae:4091.58667 validation_1-mae:5981.80469 [1509] validation_0-mae:4090.72290 validation_1-mae:5981.56055 [1510] validation_0-mae:4090.06567 validation_1-mae:5981.33691 [1511] validation_0-mae:4089.18091 validation_1-mae:5981.48193 [1512] validation_0-mae:4088.32568 validation_1-mae:5981.68555 [1513] validation_0-mae:4086.88330 validation_1-mae:5982.06494 [1514] validation_0-mae:4084.97021 validation_1-mae:5981.93311 [1515] validation_0-mae:4084.26050 validation_1-mae:5981.80127 [1516] validation_0-mae:4084.03027 validation_1-mae:5981.75830 [1517] validation_0-mae:4083.42481 validation_1-mae:5981.79639 [1518] validation_0-mae:4082.40088 validation_1-mae:5981.32959 [1519] validation_0-mae:4081.70337 validation_1-mae:5981.10107 [1520] validation_0-mae:4081.59375 validation_1-mae:5981.34814 [1521] validation_0-mae:4080.85767 validation_1-mae:5981.49268 [1522] validation_0-mae:4080.25708 validation_1-mae:5981.74756 [1523] validation_0-mae:4079.78076 validation_1-mae:5981.60889 [1524] validation_0-mae:4078.88818 validation_1-mae:5981.60303 [1525] validation_0-mae:4077.58472 validation_1-mae:5981.18164 [1526] validation_0-mae:4076.57178 validation_1-mae:5980.71484 [1527] validation_0-mae:4075.88452 validation_1-mae:5980.61377 [1528] validation_0-mae:4075.12866 validation_1-mae:5980.61426 [1529] validation_0-mae:4073.97925 validation_1-mae:5980.57080 [1530] validation_0-mae:4073.18994 validation_1-mae:5980.57666 [1531] validation_0-mae:4072.37524 validation_1-mae:5980.80420 [1532] validation_0-mae:4071.26758 validation_1-mae:5980.69043 [1533] validation_0-mae:4070.09058 validation_1-mae:5980.22510 [1534] validation_0-mae:4069.30103 validation_1-mae:5979.94434 [1535] validation_0-mae:4068.54712 validation_1-mae:5980.05566 [1536] validation_0-mae:4067.83813 validation_1-mae:5979.64062 [1537] validation_0-mae:4065.63184 validation_1-mae:5979.85693 [1538] validation_0-mae:4064.73828 validation_1-mae:5979.30029 [1539] validation_0-mae:4063.55762 validation_1-mae:5979.57812 [1540] validation_0-mae:4063.21948 validation_1-mae:5979.75635 [1541] validation_0-mae:4062.19580 validation_1-mae:5979.41113 [1542] validation_0-mae:4061.71631 validation_1-mae:5979.35449 [1543] validation_0-mae:4061.45898 validation_1-mae:5979.47168 [1544] validation_0-mae:4060.98779 validation_1-mae:5979.42041 [1545] validation_0-mae:4059.82519 validation_1-mae:5978.96777 [1546] validation_0-mae:4059.37622 validation_1-mae:5978.93555 [1547] validation_0-mae:4058.73999 validation_1-mae:5978.80029 [1548] validation_0-mae:4058.57788 validation_1-mae:5978.86133 [1549] validation_0-mae:4057.91089 validation_1-mae:5978.68897 [1550] validation_0-mae:4057.75830 validation_1-mae:5978.79248 [1551] validation_0-mae:4057.13818 validation_1-mae:5978.70898 [1552] validation_0-mae:4055.49072 validation_1-mae:5978.66016 [1553] validation_0-mae:4054.11621 validation_1-mae:5979.27978 [1554] validation_0-mae:4053.40088 validation_1-mae:5979.38818 [1555] validation_0-mae:4052.46729 validation_1-mae:5979.42578 [1556] validation_0-mae:4051.40869 validation_1-mae:5979.05762 [1557] validation_0-mae:4050.18677 validation_1-mae:5979.20508 [1558] validation_0-mae:4049.37476 validation_1-mae:5979.13672 [1559] validation_0-mae:4048.33252 validation_1-mae:5978.87061 [1560] validation_0-mae:4046.84717 validation_1-mae:5979.37256 [1561] validation_0-mae:4045.60644 validation_1-mae:5978.95654 [1562] validation_0-mae:4045.09497 validation_1-mae:5979.04004 [1563] validation_0-mae:4044.00781 validation_1-mae:5979.00293 [1564] validation_0-mae:4042.54419 validation_1-mae:5978.62158 [1565] validation_0-mae:4041.06445 validation_1-mae:5978.48145 [1566] validation_0-mae:4040.13135 validation_1-mae:5978.09228 [1567] validation_0-mae:4039.16553 validation_1-mae:5978.34180 [1568] validation_0-mae:4038.32788 validation_1-mae:5978.04736 [1569] validation_0-mae:4036.89648 validation_1-mae:5977.48828 [1570] validation_0-mae:4036.31274 validation_1-mae:5977.15527 [1571] validation_0-mae:4035.32886 validation_1-mae:5977.02002 [1572] validation_0-mae:4033.78931 validation_1-mae:5976.27637 [1573] validation_0-mae:4033.12305 validation_1-mae:5976.20654 [1574] validation_0-mae:4031.94165 validation_1-mae:5976.52783 [1575] validation_0-mae:4031.31250 validation_1-mae:5976.57422 [1576] validation_0-mae:4030.21045 validation_1-mae:5976.75342 [1577] validation_0-mae:4029.60254 validation_1-mae:5976.94434 [1578] validation_0-mae:4029.15820 validation_1-mae:5977.15137 [1579] validation_0-mae:4028.29834 validation_1-mae:5977.68652 [1580] validation_0-mae:4027.25806 validation_1-mae:5978.16211 [1581] validation_0-mae:4026.66870 validation_1-mae:5978.06397 [1582] validation_0-mae:4025.89844 validation_1-mae:5978.33008 [1583] validation_0-mae:4025.10107 validation_1-mae:5978.05322 [1584] validation_0-mae:4024.47192 validation_1-mae:5978.02686 [1585] validation_0-mae:4023.39087 validation_1-mae:5977.47022 [1586] validation_0-mae:4022.83081 validation_1-mae:5977.44434 [1587] validation_0-mae:4021.80542 validation_1-mae:5977.62549 [1588] validation_0-mae:4021.23218 validation_1-mae:5977.73193 [1589] validation_0-mae:4020.97266 validation_1-mae:5977.85938 [1590] validation_0-mae:4020.58472 validation_1-mae:5977.73047 [1591] validation_0-mae:4019.60938 validation_1-mae:5977.00439 [1592] validation_0-mae:4018.60425 validation_1-mae:5976.75830 [1593] validation_0-mae:4018.03687 validation_1-mae:5976.66846 [1594] validation_0-mae:4017.30884 validation_1-mae:5976.57129 [1595] validation_0-mae:4016.17481 validation_1-mae:5976.81885 [1596] validation_0-mae:4015.90308 validation_1-mae:5976.58887 [1597] validation_0-mae:4015.31641 validation_1-mae:5976.47607 [1598] validation_0-mae:4014.40503 validation_1-mae:5976.54541 [1599] validation_0-mae:4013.64990 validation_1-mae:5976.54590 [1600] validation_0-mae:4012.78955 validation_1-mae:5976.05225 [1601] validation_0-mae:4011.63086 validation_1-mae:5976.00244 [1602] validation_0-mae:4010.54541 validation_1-mae:5975.85352 [1603] validation_0-mae:4009.27100 validation_1-mae:5975.93262 [1604] validation_0-mae:4008.84814 validation_1-mae:5975.75049 [1605] validation_0-mae:4007.00610 validation_1-mae:5975.66699 [1606] validation_0-mae:4006.34692 validation_1-mae:5975.52246 [1607] validation_0-mae:4005.67651 validation_1-mae:5975.49512 [1608] validation_0-mae:4004.95606 validation_1-mae:5975.74219 [1609] validation_0-mae:4003.94897 validation_1-mae:5975.16797 [1610] validation_0-mae:4003.55420 validation_1-mae:5975.31689 [1611] validation_0-mae:4002.60522 validation_1-mae:5975.46924 [1612] validation_0-mae:4002.21899 validation_1-mae:5975.77100 [1613] validation_0-mae:4001.57910 validation_1-mae:5975.69385 [1614] validation_0-mae:4000.48657 validation_1-mae:5975.31885 [1615] validation_0-mae:4000.15747 validation_1-mae:5974.98096 [1616] validation_0-mae:3999.73022 validation_1-mae:5975.04248 [1617] validation_0-mae:3999.08325 validation_1-mae:5975.03711 [1618] validation_0-mae:3998.39282 validation_1-mae:5975.07568 [1619] validation_0-mae:3998.18359 validation_1-mae:5975.07666 [1620] validation_0-mae:3997.51294 validation_1-mae:5975.31982 [1621] validation_0-mae:3996.39111 validation_1-mae:5974.98779 [1622] validation_0-mae:3996.26269 validation_1-mae:5974.91357 [1623] validation_0-mae:3995.26660 validation_1-mae:5974.27832 [1624] validation_0-mae:3994.58374 validation_1-mae:5974.16748 [1625] validation_0-mae:3993.17236 validation_1-mae:5973.92090 [1626] validation_0-mae:3992.78223 validation_1-mae:5973.96240 [1627] validation_0-mae:3991.95947 validation_1-mae:5973.58594 [1628] validation_0-mae:3991.25903 validation_1-mae:5973.87061 [1629] validation_0-mae:3990.42481 validation_1-mae:5974.32715 [1630] validation_0-mae:3989.16577 validation_1-mae:5974.22754 [1631] validation_0-mae:3987.74145 validation_1-mae:5974.67090 [1632] validation_0-mae:3986.60571 validation_1-mae:5974.33887 [1633] validation_0-mae:3985.26050 validation_1-mae:5974.67920 [1634] validation_0-mae:3984.33203 validation_1-mae:5974.51807 [1635] validation_0-mae:3983.69751 validation_1-mae:5974.25488 [1636] validation_0-mae:3982.21045 validation_1-mae:5973.89551 [1637] validation_0-mae:3981.83765 validation_1-mae:5974.05029 [1638] validation_0-mae:3980.97998 validation_1-mae:5973.87207 [1639] validation_0-mae:3980.36914 validation_1-mae:5974.06494 [1640] validation_0-mae:3979.45532 validation_1-mae:5974.21533 [1641] validation_0-mae:3978.67773 validation_1-mae:5974.46289 [1642] validation_0-mae:3977.80176 validation_1-mae:5973.82324 [1643] validation_0-mae:3977.10815 validation_1-mae:5973.97168 [1644] validation_0-mae:3976.17041 validation_1-mae:5973.98779 [1645] validation_0-mae:3975.16748 validation_1-mae:5973.44531 [1646] validation_0-mae:3974.79492 validation_1-mae:5973.55176 [1647] validation_0-mae:3974.07812 validation_1-mae:5973.41406 [1648] validation_0-mae:3973.96753 validation_1-mae:5973.42480 [1649] validation_0-mae:3972.99292 validation_1-mae:5973.47949 [1650] validation_0-mae:3971.34741 validation_1-mae:5973.06250 [1651] validation_0-mae:3970.90918 validation_1-mae:5973.19092 [1652] validation_0-mae:3970.07202 validation_1-mae:5972.85840 [1653] validation_0-mae:3969.31274 validation_1-mae:5972.47949 [1654] validation_0-mae:3967.99609 validation_1-mae:5972.09473 [1655] validation_0-mae:3967.57983 validation_1-mae:5972.14990 [1656] validation_0-mae:3966.70483 validation_1-mae:5972.30908 [1657] validation_0-mae:3964.71265 validation_1-mae:5972.67725 [1658] validation_0-mae:3964.06396 validation_1-mae:5972.60400 [1659] validation_0-mae:3962.96289 validation_1-mae:5972.30957 [1660] validation_0-mae:3961.69971 validation_1-mae:5972.68066 [1661] validation_0-mae:3960.87329 validation_1-mae:5972.49121 [1662] validation_0-mae:3960.25098 validation_1-mae:5972.97022 [1663] validation_0-mae:3959.51123 validation_1-mae:5972.68603 [1664] validation_0-mae:3958.91772 validation_1-mae:5972.62842 [1665] validation_0-mae:3957.72412 validation_1-mae:5972.87451 [1666] validation_0-mae:3956.38355 validation_1-mae:5972.31250 [1667] validation_0-mae:3955.53149 validation_1-mae:5971.97607 [1668] validation_0-mae:3954.38647 validation_1-mae:5972.37793 [1669] validation_0-mae:3953.77661 validation_1-mae:5972.88721 [1670] validation_0-mae:3952.55054 validation_1-mae:5972.93311 [1671] validation_0-mae:3951.80420 validation_1-mae:5972.77002 [1672] validation_0-mae:3951.36475 validation_1-mae:5972.73193 [1673] validation_0-mae:3950.66675 validation_1-mae:5972.46728 [1674] validation_0-mae:3949.17529 validation_1-mae:5972.75147 [1675] validation_0-mae:3948.33569 validation_1-mae:5973.14307 [1676] validation_0-mae:3947.24512 validation_1-mae:5973.32764 [1677] validation_0-mae:3946.34546 validation_1-mae:5973.08301 [1678] validation_0-mae:3945.28345 validation_1-mae:5973.23242 [1679] validation_0-mae:3944.36157 validation_1-mae:5973.26904 [1680] validation_0-mae:3943.48584 validation_1-mae:5973.75098 [1681] validation_0-mae:3943.00855 validation_1-mae:5973.83301 [1682] validation_0-mae:3942.08716 validation_1-mae:5973.79150 [1683] validation_0-mae:3941.37964 validation_1-mae:5973.89551 [1684] validation_0-mae:3939.70264 validation_1-mae:5973.83594 [1685] validation_0-mae:3938.60034 validation_1-mae:5973.88672 [1686] validation_0-mae:3937.23193 validation_1-mae:5973.91748 [1687] validation_0-mae:3935.99609 validation_1-mae:5973.14990 [1688] validation_0-mae:3934.71606 validation_1-mae:5972.98633 [1689] validation_0-mae:3933.92505 validation_1-mae:5972.85986 [1690] validation_0-mae:3932.84497 validation_1-mae:5973.16211 [1691] validation_0-mae:3931.61719 validation_1-mae:5973.44531 [1692] validation_0-mae:3930.56055 validation_1-mae:5972.95752 [1693] validation_0-mae:3929.99634 validation_1-mae:5973.10107 [1694] validation_0-mae:3929.05884 validation_1-mae:5972.96045 [1695] validation_0-mae:3928.24707 validation_1-mae:5972.91699 [1696] validation_0-mae:3927.92481 validation_1-mae:5972.89209 [1697] validation_0-mae:3927.57983 validation_1-mae:5973.14014 [1698] validation_0-mae:3926.88843 validation_1-mae:5973.46875 [1699] validation_0-mae:3926.42383 validation_1-mae:5973.61816 Dropping: pan [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.97461 validation_1-mae:9623.92090 [14] validation_0-mae:9418.90527 validation_1-mae:9233.26269 [15] validation_0-mae:9084.41894 validation_1-mae:8905.83496 [16] validation_0-mae:8802.76660 validation_1-mae:8634.42578 [17] validation_0-mae:8567.56836 validation_1-mae:8409.99414 [18] validation_0-mae:8374.73828 validation_1-mae:8221.81543 [19] validation_0-mae:8211.97070 validation_1-mae:8068.87695 [20] validation_0-mae:8069.25439 validation_1-mae:7937.74072 [21] validation_0-mae:7944.89600 validation_1-mae:7829.82129 [22] validation_0-mae:7846.75684 validation_1-mae:7743.39453 [23] validation_0-mae:7760.49268 validation_1-mae:7674.26562 [24] validation_0-mae:7676.77881 validation_1-mae:7595.91943 [25] validation_0-mae:7604.22461 validation_1-mae:7532.59863 [26] validation_0-mae:7548.76855 validation_1-mae:7485.81397 [27] validation_0-mae:7488.48926 validation_1-mae:7431.78418 [28] validation_0-mae:7439.25342 validation_1-mae:7390.69385 [29] validation_0-mae:7397.08154 validation_1-mae:7356.52148 [30] validation_0-mae:7361.37939 validation_1-mae:7326.05664 [31] validation_0-mae:7320.82324 validation_1-mae:7289.51660 [32] validation_0-mae:7292.41406 validation_1-mae:7272.04932 [33] validation_0-mae:7264.21240 validation_1-mae:7251.42041 [34] validation_0-mae:7233.89893 validation_1-mae:7231.46094 [35] validation_0-mae:7202.42920 validation_1-mae:7206.81787 [36] validation_0-mae:7185.20361 validation_1-mae:7193.40332 [37] validation_0-mae:7167.49853 validation_1-mae:7183.38721 [38] validation_0-mae:7142.06152 validation_1-mae:7161.88867 [39] validation_0-mae:7120.70850 validation_1-mae:7144.75244 [40] validation_0-mae:7102.88379 validation_1-mae:7134.38428 [41] validation_0-mae:7086.71875 validation_1-mae:7121.98975 [42] validation_0-mae:7069.59863 validation_1-mae:7111.24707 [43] validation_0-mae:7049.54834 validation_1-mae:7096.86035 [44] validation_0-mae:7037.07080 validation_1-mae:7086.07324 [45] validation_0-mae:7011.80957 validation_1-mae:7065.62939 [46] validation_0-mae:6988.37256 validation_1-mae:7045.83008 [47] validation_0-mae:6972.49365 validation_1-mae:7037.76270 [48] validation_0-mae:6947.80811 validation_1-mae:7019.28613 [49] validation_0-mae:6933.62598 validation_1-mae:7009.23389 [50] validation_0-mae:6915.70459 validation_1-mae:6996.30469 [51] validation_0-mae:6900.52295 validation_1-mae:6984.03857 [52] validation_0-mae:6889.55273 validation_1-mae:6978.56592 [53] validation_0-mae:6875.63672 validation_1-mae:6969.02588 [54] validation_0-mae:6865.33887 validation_1-mae:6964.60400 [55] validation_0-mae:6847.65918 validation_1-mae:6949.06397 [56] validation_0-mae:6830.95508 validation_1-mae:6934.60010 [57] validation_0-mae:6822.23047 validation_1-mae:6930.46680 [58] validation_0-mae:6810.78613 validation_1-mae:6919.97461 [59] validation_0-mae:6795.55176 validation_1-mae:6906.63037 [60] validation_0-mae:6783.24268 validation_1-mae:6895.74268 [61] validation_0-mae:6770.07471 validation_1-mae:6887.17969 [62] validation_0-mae:6758.66016 validation_1-mae:6879.90088 [63] validation_0-mae:6750.28662 validation_1-mae:6872.43652 [64] validation_0-mae:6736.55908 validation_1-mae:6864.52246 [65] validation_0-mae:6724.63379 validation_1-mae:6854.80176 [66] validation_0-mae:6714.38867 validation_1-mae:6847.14990 [67] validation_0-mae:6697.21875 validation_1-mae:6831.84375 [68] validation_0-mae:6684.87207 validation_1-mae:6822.41602 [69] validation_0-mae:6677.21777 validation_1-mae:6816.00830 [70] validation_0-mae:6668.50635 validation_1-mae:6809.68164 [71] validation_0-mae:6655.32666 validation_1-mae:6799.43897 [72] validation_0-mae:6643.43994 validation_1-mae:6790.00586 [73] validation_0-mae:6635.62402 validation_1-mae:6783.92627 [74] validation_0-mae:6621.23779 validation_1-mae:6772.41309 [75] validation_0-mae:6614.04639 validation_1-mae:6768.72363 [76] validation_0-mae:6605.31103 validation_1-mae:6764.27051 [77] validation_0-mae:6595.85352 validation_1-mae:6756.49902 [78] validation_0-mae:6585.72510 validation_1-mae:6748.18457 [79] validation_0-mae:6576.06592 validation_1-mae:6742.62939 [80] validation_0-mae:6567.34473 validation_1-mae:6736.63672 [81] validation_0-mae:6555.88232 validation_1-mae:6728.82422 [82] validation_0-mae:6550.10107 validation_1-mae:6726.27246 [83] validation_0-mae:6539.66699 validation_1-mae:6717.90478 [84] validation_0-mae:6529.31934 validation_1-mae:6708.53613 [85] validation_0-mae:6519.04346 validation_1-mae:6701.88477 [86] validation_0-mae:6510.91455 validation_1-mae:6697.45752 [87] validation_0-mae:6506.32617 validation_1-mae:6694.60693 [88] validation_0-mae:6496.35986 validation_1-mae:6688.54248 [89] validation_0-mae:6491.83105 validation_1-mae:6683.24316 [90] validation_0-mae:6482.55420 validation_1-mae:6677.27051 [91] validation_0-mae:6478.33203 validation_1-mae:6676.02832 [92] validation_0-mae:6467.87744 validation_1-mae:6669.65625 [93] validation_0-mae:6458.62939 validation_1-mae:6664.55566 [94] validation_0-mae:6449.62402 validation_1-mae:6658.40625 [95] validation_0-mae:6445.55225 validation_1-mae:6653.18262 [96] validation_0-mae:6437.00488 validation_1-mae:6647.55957 [97] validation_0-mae:6430.77197 validation_1-mae:6642.79883 [98] validation_0-mae:6422.47852 validation_1-mae:6637.02197 [99] validation_0-mae:6418.50879 validation_1-mae:6634.83545 [100] validation_0-mae:6414.70557 validation_1-mae:6632.53027 [101] validation_0-mae:6407.43115 validation_1-mae:6626.66064 [102] validation_0-mae:6402.59082 validation_1-mae:6623.45264 [103] validation_0-mae:6394.72852 validation_1-mae:6616.74609 [104] validation_0-mae:6387.31250 validation_1-mae:6611.93066 [105] validation_0-mae:6381.08154 validation_1-mae:6608.39941 [106] validation_0-mae:6376.10400 validation_1-mae:6606.46240 [107] validation_0-mae:6369.99170 validation_1-mae:6600.93164 [108] validation_0-mae:6367.69385 validation_1-mae:6598.92725 [109] validation_0-mae:6360.99707 validation_1-mae:6595.85742 [110] validation_0-mae:6355.76074 validation_1-mae:6590.64795 [111] validation_0-mae:6350.40576 validation_1-mae:6586.58887 [112] validation_0-mae:6344.52637 validation_1-mae:6582.19629 [113] validation_0-mae:6334.18603 validation_1-mae:6576.69531 [114] validation_0-mae:6325.86572 validation_1-mae:6570.58398 [115] validation_0-mae:6318.28809 validation_1-mae:6564.88086 [116] validation_0-mae:6314.47998 validation_1-mae:6562.73535 [117] validation_0-mae:6311.11035 validation_1-mae:6561.08447 [118] validation_0-mae:6306.60986 validation_1-mae:6558.01807 [119] validation_0-mae:6302.72559 validation_1-mae:6555.81055 [120] validation_0-mae:6297.17725 validation_1-mae:6554.24902 [121] validation_0-mae:6293.24512 validation_1-mae:6551.58203 [122] validation_0-mae:6284.91553 validation_1-mae:6543.67969 [123] validation_0-mae:6277.78223 validation_1-mae:6538.65478 [124] validation_0-mae:6272.34522 validation_1-mae:6535.94043 [125] validation_0-mae:6270.42285 validation_1-mae:6534.70166 [126] validation_0-mae:6262.26123 validation_1-mae:6528.76758 [127] validation_0-mae:6258.28272 validation_1-mae:6526.78272 [128] validation_0-mae:6251.12451 validation_1-mae:6522.73682 [129] validation_0-mae:6245.23828 validation_1-mae:6521.06494 [130] validation_0-mae:6239.08203 validation_1-mae:6516.79248 [131] validation_0-mae:6232.50342 validation_1-mae:6513.50391 [132] validation_0-mae:6227.83838 validation_1-mae:6510.43018 [133] validation_0-mae:6223.77881 validation_1-mae:6508.41992 [134] validation_0-mae:6217.88281 validation_1-mae:6506.50147 [135] validation_0-mae:6212.58105 validation_1-mae:6503.05859 [136] validation_0-mae:6210.19385 validation_1-mae:6502.40967 [137] validation_0-mae:6207.07227 validation_1-mae:6501.80566 [138] validation_0-mae:6203.53955 validation_1-mae:6501.30176 [139] validation_0-mae:6196.11768 validation_1-mae:6496.47949 [140] validation_0-mae:6190.27051 validation_1-mae:6492.03809 [141] validation_0-mae:6187.41504 validation_1-mae:6489.77832 [142] validation_0-mae:6183.11768 validation_1-mae:6486.45410 [143] validation_0-mae:6180.56152 validation_1-mae:6484.20850 [144] validation_0-mae:6176.44775 validation_1-mae:6481.23145 [145] validation_0-mae:6170.68311 validation_1-mae:6477.81250 [146] validation_0-mae:6166.97900 validation_1-mae:6476.49072 [147] validation_0-mae:6163.28516 validation_1-mae:6473.83887 [148] validation_0-mae:6157.51172 validation_1-mae:6470.78711 [149] validation_0-mae:6152.48389 validation_1-mae:6468.22949 [150] validation_0-mae:6148.24756 validation_1-mae:6467.21582 [151] validation_0-mae:6141.59131 validation_1-mae:6463.61133 [152] validation_0-mae:6137.07080 validation_1-mae:6461.10791 [153] validation_0-mae:6134.69385 validation_1-mae:6460.46973 [154] validation_0-mae:6132.90430 validation_1-mae:6459.46924 [155] validation_0-mae:6129.37353 validation_1-mae:6457.64941 [156] validation_0-mae:6123.10645 validation_1-mae:6454.78027 [157] validation_0-mae:6119.42725 validation_1-mae:6452.27197 [158] validation_0-mae:6115.18945 validation_1-mae:6450.71289 [159] validation_0-mae:6109.46582 validation_1-mae:6445.31885 [160] validation_0-mae:6104.49121 validation_1-mae:6442.96973 [161] validation_0-mae:6101.03613 validation_1-mae:6441.65478 [162] validation_0-mae:6098.25391 validation_1-mae:6439.75830 [163] validation_0-mae:6094.55225 validation_1-mae:6438.89941 [164] validation_0-mae:6090.37353 validation_1-mae:6436.19287 [165] validation_0-mae:6086.38672 validation_1-mae:6435.30371 [166] validation_0-mae:6083.86816 validation_1-mae:6433.97266 [167] validation_0-mae:6080.06787 validation_1-mae:6431.41895 [168] validation_0-mae:6076.78857 validation_1-mae:6429.87891 [169] validation_0-mae:6073.16357 validation_1-mae:6428.33252 [170] validation_0-mae:6070.83936 validation_1-mae:6427.38086 [171] validation_0-mae:6066.38916 validation_1-mae:6425.35303 [172] validation_0-mae:6064.83398 validation_1-mae:6424.61328 [173] validation_0-mae:6061.11133 validation_1-mae:6423.24072 [174] validation_0-mae:6055.22266 validation_1-mae:6419.93701 [175] validation_0-mae:6047.82324 validation_1-mae:6414.33105 [176] validation_0-mae:6043.20264 validation_1-mae:6411.93848 [177] validation_0-mae:6039.46484 validation_1-mae:6409.98193 [178] validation_0-mae:6034.00244 validation_1-mae:6407.13232 [179] validation_0-mae:6032.21045 validation_1-mae:6406.16016 [180] validation_0-mae:6028.97461 validation_1-mae:6404.88525 [181] validation_0-mae:6022.40723 validation_1-mae:6399.71826 [182] validation_0-mae:6018.29492 validation_1-mae:6397.50195 [183] validation_0-mae:6015.06445 validation_1-mae:6395.94043 [184] validation_0-mae:6011.82031 validation_1-mae:6395.39746 [185] validation_0-mae:6009.41895 validation_1-mae:6393.61084 [186] validation_0-mae:6007.81397 validation_1-mae:6392.90381 [187] validation_0-mae:6006.39990 validation_1-mae:6393.24609 [188] validation_0-mae:6002.48584 validation_1-mae:6391.11328 [189] validation_0-mae:5999.84277 validation_1-mae:6389.75000 [190] validation_0-mae:5993.14551 validation_1-mae:6385.60986 [191] validation_0-mae:5991.08789 validation_1-mae:6385.14941 [192] validation_0-mae:5986.78027 validation_1-mae:6383.58936 [193] validation_0-mae:5981.10400 validation_1-mae:6381.71826 [194] validation_0-mae:5977.52734 validation_1-mae:6379.87647 [195] validation_0-mae:5976.24365 validation_1-mae:6379.33057 [196] validation_0-mae:5972.45898 validation_1-mae:6377.95605 [197] validation_0-mae:5969.04785 validation_1-mae:6376.30518 [198] validation_0-mae:5966.32422 validation_1-mae:6373.70312 [199] validation_0-mae:5964.01416 validation_1-mae:6373.16064 [200] validation_0-mae:5960.56787 validation_1-mae:6372.35986 [201] validation_0-mae:5957.22412 validation_1-mae:6369.84424 [202] validation_0-mae:5954.96777 validation_1-mae:6369.92090 [203] validation_0-mae:5950.64990 validation_1-mae:6368.45166 [204] validation_0-mae:5948.40918 validation_1-mae:6367.67285 [205] validation_0-mae:5947.64941 validation_1-mae:6367.57715 [206] validation_0-mae:5943.37500 validation_1-mae:6364.52588 [207] validation_0-mae:5940.53564 validation_1-mae:6363.63623 [208] validation_0-mae:5938.54785 validation_1-mae:6363.49219 [209] validation_0-mae:5934.39014 validation_1-mae:6361.41699 [210] validation_0-mae:5930.82080 validation_1-mae:6359.08838 [211] validation_0-mae:5927.46143 validation_1-mae:6357.42139 [212] validation_0-mae:5922.22510 validation_1-mae:6352.64307 [213] validation_0-mae:5915.82764 validation_1-mae:6348.38721 [214] validation_0-mae:5911.62842 validation_1-mae:6346.66211 [215] validation_0-mae:5909.40088 validation_1-mae:6346.28613 [216] validation_0-mae:5905.19189 validation_1-mae:6344.46777 [217] validation_0-mae:5902.69531 validation_1-mae:6343.53906 [218] validation_0-mae:5898.91162 validation_1-mae:6342.71240 [219] validation_0-mae:5896.23486 validation_1-mae:6341.47022 [220] validation_0-mae:5892.61426 validation_1-mae:6340.16406 [221] validation_0-mae:5890.51904 validation_1-mae:6339.28662 [222] validation_0-mae:5889.87598 validation_1-mae:6339.27783 [223] validation_0-mae:5887.41260 validation_1-mae:6338.64014 [224] validation_0-mae:5885.81885 validation_1-mae:6338.75488 [225] validation_0-mae:5882.62012 validation_1-mae:6337.32031 [226] validation_0-mae:5878.95801 validation_1-mae:6336.21973 [227] validation_0-mae:5875.85010 validation_1-mae:6334.25732 [228] validation_0-mae:5873.49609 validation_1-mae:6333.21338 [229] validation_0-mae:5869.74170 validation_1-mae:6332.31445 [230] validation_0-mae:5868.23145 validation_1-mae:6331.89600 [231] validation_0-mae:5866.11475 validation_1-mae:6331.25684 [232] validation_0-mae:5863.63525 validation_1-mae:6329.76611 [233] validation_0-mae:5862.60693 validation_1-mae:6329.47070 [234] validation_0-mae:5861.06982 validation_1-mae:6328.66260 [235] validation_0-mae:5858.50098 validation_1-mae:6327.58008 [236] validation_0-mae:5853.40772 validation_1-mae:6324.55029 [237] validation_0-mae:5849.21631 validation_1-mae:6322.83643 [238] validation_0-mae:5842.56592 validation_1-mae:6318.60791 [239] validation_0-mae:5837.97217 validation_1-mae:6317.32764 [240] validation_0-mae:5835.14600 validation_1-mae:6315.90430 [241] validation_0-mae:5833.16699 validation_1-mae:6315.87500 [242] validation_0-mae:5830.73584 validation_1-mae:6314.77978 [243] validation_0-mae:5828.69727 validation_1-mae:6313.85107 [244] validation_0-mae:5827.51514 validation_1-mae:6313.99658 [245] validation_0-mae:5827.00928 validation_1-mae:6313.70264 [246] validation_0-mae:5823.47412 validation_1-mae:6312.75732 [247] validation_0-mae:5819.87012 validation_1-mae:6310.96143 [248] validation_0-mae:5816.20654 validation_1-mae:6309.88623 [249] validation_0-mae:5813.82666 validation_1-mae:6310.18262 [250] validation_0-mae:5811.96973 validation_1-mae:6310.10156 [251] validation_0-mae:5809.86572 validation_1-mae:6309.04346 [252] validation_0-mae:5804.78125 validation_1-mae:6306.30762 [253] validation_0-mae:5801.88232 validation_1-mae:6304.65967 [254] validation_0-mae:5797.95801 validation_1-mae:6303.49756 [255] validation_0-mae:5796.28906 validation_1-mae:6302.84522 [256] validation_0-mae:5792.51758 validation_1-mae:6299.90674 [257] validation_0-mae:5788.74805 validation_1-mae:6297.12744 [258] validation_0-mae:5786.06494 validation_1-mae:6296.29883 [259] validation_0-mae:5783.87744 validation_1-mae:6295.08545 [260] validation_0-mae:5782.77881 validation_1-mae:6294.36865 [261] validation_0-mae:5781.33887 validation_1-mae:6293.94482 [262] validation_0-mae:5778.56836 validation_1-mae:6293.16309 [263] validation_0-mae:5776.21631 validation_1-mae:6292.67627 [264] validation_0-mae:5774.57275 validation_1-mae:6291.53906 [265] validation_0-mae:5773.52441 validation_1-mae:6291.44775 [266] validation_0-mae:5768.66260 validation_1-mae:6289.80957 [267] validation_0-mae:5766.17334 validation_1-mae:6288.95361 [268] validation_0-mae:5763.37744 validation_1-mae:6287.45654 [269] validation_0-mae:5762.03760 validation_1-mae:6286.70703 [270] validation_0-mae:5758.41357 validation_1-mae:6286.38086 [271] validation_0-mae:5756.64941 validation_1-mae:6285.57324 [272] validation_0-mae:5753.36475 validation_1-mae:6284.39062 [273] validation_0-mae:5749.46680 validation_1-mae:6280.67480 [274] validation_0-mae:5746.98145 validation_1-mae:6281.18213 [275] validation_0-mae:5744.38965 validation_1-mae:6281.40430 [276] validation_0-mae:5741.38818 validation_1-mae:6279.91406 [277] validation_0-mae:5739.64551 validation_1-mae:6279.79248 [278] validation_0-mae:5737.57471 validation_1-mae:6278.90967 [279] validation_0-mae:5734.05322 validation_1-mae:6276.43115 [280] validation_0-mae:5732.27686 validation_1-mae:6276.11377 [281] validation_0-mae:5730.32617 validation_1-mae:6274.64404 [282] validation_0-mae:5728.05273 validation_1-mae:6274.57275 [283] validation_0-mae:5726.01172 validation_1-mae:6274.08545 [284] validation_0-mae:5722.71973 validation_1-mae:6272.48193 [285] validation_0-mae:5720.90283 validation_1-mae:6272.67773 [286] validation_0-mae:5716.02637 validation_1-mae:6271.16846 [287] validation_0-mae:5713.53760 validation_1-mae:6270.01318 [288] validation_0-mae:5713.20605 validation_1-mae:6270.04150 [289] validation_0-mae:5711.50781 validation_1-mae:6269.71436 [290] validation_0-mae:5709.61914 validation_1-mae:6267.69727 [291] validation_0-mae:5706.68701 validation_1-mae:6265.28906 [292] validation_0-mae:5704.77295 validation_1-mae:6264.22607 [293] validation_0-mae:5700.78760 validation_1-mae:6262.88525 [294] validation_0-mae:5698.32031 validation_1-mae:6262.24902 [295] validation_0-mae:5695.59082 validation_1-mae:6262.08740 [296] validation_0-mae:5691.08643 validation_1-mae:6260.84033 [297] validation_0-mae:5687.58301 validation_1-mae:6260.28418 [298] validation_0-mae:5685.80908 validation_1-mae:6260.08887 [299] validation_0-mae:5681.57031 validation_1-mae:6258.35889 [300] validation_0-mae:5679.06006 validation_1-mae:6257.73828 [301] validation_0-mae:5676.85449 validation_1-mae:6257.80322 [302] validation_0-mae:5674.81299 validation_1-mae:6256.63867 [303] validation_0-mae:5672.44141 validation_1-mae:6255.56103 [304] validation_0-mae:5671.98047 validation_1-mae:6255.80029 [305] validation_0-mae:5670.64355 validation_1-mae:6255.23193 [306] validation_0-mae:5667.90088 validation_1-mae:6253.73682 [307] validation_0-mae:5665.91357 validation_1-mae:6252.80908 [308] validation_0-mae:5664.81982 validation_1-mae:6252.04004 [309] validation_0-mae:5663.74658 validation_1-mae:6251.73291 [310] validation_0-mae:5658.52930 validation_1-mae:6248.55859 [311] validation_0-mae:5655.85449 validation_1-mae:6248.24805 [312] validation_0-mae:5654.04102 validation_1-mae:6247.51416 [313] validation_0-mae:5652.05469 validation_1-mae:6247.57861 [314] validation_0-mae:5647.81543 validation_1-mae:6245.62891 [315] validation_0-mae:5644.21582 validation_1-mae:6244.50781 [316] validation_0-mae:5642.22266 validation_1-mae:6243.47070 [317] validation_0-mae:5639.22217 validation_1-mae:6242.43603 [318] validation_0-mae:5637.17432 validation_1-mae:6241.97656 [319] validation_0-mae:5633.71289 validation_1-mae:6240.89941 [320] validation_0-mae:5631.54150 validation_1-mae:6239.48877 [321] validation_0-mae:5630.89307 validation_1-mae:6239.91650 [322] validation_0-mae:5627.74023 validation_1-mae:6237.53564 [323] validation_0-mae:5626.16895 validation_1-mae:6237.15332 [324] validation_0-mae:5624.05420 validation_1-mae:6237.51514 [325] validation_0-mae:5623.10498 validation_1-mae:6236.94434 [326] validation_0-mae:5620.74365 validation_1-mae:6235.69678 [327] validation_0-mae:5620.36328 validation_1-mae:6235.88281 [328] validation_0-mae:5616.97656 validation_1-mae:6232.50781 [329] validation_0-mae:5614.47266 validation_1-mae:6232.13916 [330] validation_0-mae:5613.11377 validation_1-mae:6231.48779 [331] validation_0-mae:5609.69434 validation_1-mae:6229.24512 [332] validation_0-mae:5608.45654 validation_1-mae:6228.65430 [333] validation_0-mae:5605.27783 validation_1-mae:6227.96240 [334] validation_0-mae:5602.48779 validation_1-mae:6226.56445 [335] validation_0-mae:5598.12793 validation_1-mae:6224.32764 [336] validation_0-mae:5596.50537 validation_1-mae:6223.32812 [337] validation_0-mae:5595.58057 validation_1-mae:6222.86816 [338] validation_0-mae:5594.55078 validation_1-mae:6222.93701 [339] validation_0-mae:5592.40918 validation_1-mae:6222.52588 [340] validation_0-mae:5589.28125 validation_1-mae:6221.21875 [341] validation_0-mae:5586.13135 validation_1-mae:6219.22168 [342] validation_0-mae:5581.67432 validation_1-mae:6216.78320 [343] validation_0-mae:5579.80713 validation_1-mae:6215.11670 [344] validation_0-mae:5578.31934 validation_1-mae:6214.85742 [345] validation_0-mae:5574.67480 validation_1-mae:6214.59522 [346] validation_0-mae:5572.09668 validation_1-mae:6214.32617 [347] validation_0-mae:5571.07568 validation_1-mae:6214.44580 [348] validation_0-mae:5568.19775 validation_1-mae:6212.99609 [349] validation_0-mae:5567.16357 validation_1-mae:6212.62744 [350] validation_0-mae:5564.35547 validation_1-mae:6211.20752 [351] validation_0-mae:5562.84961 validation_1-mae:6211.33594 [352] validation_0-mae:5561.16504 validation_1-mae:6210.39600 [353] validation_0-mae:5559.45605 validation_1-mae:6209.49316 [354] validation_0-mae:5556.97705 validation_1-mae:6208.30566 [355] validation_0-mae:5554.77393 validation_1-mae:6207.65039 [356] validation_0-mae:5551.15283 validation_1-mae:6206.22510 [357] validation_0-mae:5549.46973 validation_1-mae:6204.95459 [358] validation_0-mae:5547.71875 validation_1-mae:6204.15430 [359] validation_0-mae:5546.50537 validation_1-mae:6203.59619 [360] validation_0-mae:5543.16455 validation_1-mae:6201.85938 [361] validation_0-mae:5540.13184 validation_1-mae:6200.16602 [362] validation_0-mae:5537.44580 validation_1-mae:6199.32520 [363] validation_0-mae:5535.36719 validation_1-mae:6197.41211 [364] validation_0-mae:5533.84717 validation_1-mae:6197.74951 [365] validation_0-mae:5531.24902 validation_1-mae:6197.90918 [366] validation_0-mae:5528.47754 validation_1-mae:6198.52783 [367] validation_0-mae:5527.85889 validation_1-mae:6198.36816 [368] validation_0-mae:5526.78809 validation_1-mae:6198.83936 [369] validation_0-mae:5525.11084 validation_1-mae:6198.06152 [370] validation_0-mae:5523.66992 validation_1-mae:6197.70068 [371] validation_0-mae:5518.70557 validation_1-mae:6195.84082 [372] validation_0-mae:5518.17871 validation_1-mae:6195.71875 [373] validation_0-mae:5516.96777 validation_1-mae:6195.74951 [374] validation_0-mae:5514.73242 validation_1-mae:6194.63379 [375] validation_0-mae:5512.91748 validation_1-mae:6194.74121 [376] validation_0-mae:5510.43359 validation_1-mae:6195.46484 [377] validation_0-mae:5508.78369 validation_1-mae:6194.41602 [378] validation_0-mae:5507.35791 validation_1-mae:6193.98047 [379] validation_0-mae:5506.14404 validation_1-mae:6193.57129 [380] validation_0-mae:5504.87207 validation_1-mae:6193.59668 [381] validation_0-mae:5504.53076 validation_1-mae:6193.12353 [382] validation_0-mae:5501.21973 validation_1-mae:6191.43066 [383] validation_0-mae:5499.92676 validation_1-mae:6190.93066 [384] validation_0-mae:5498.08398 validation_1-mae:6190.65430 [385] validation_0-mae:5495.97607 validation_1-mae:6189.86182 [386] validation_0-mae:5493.77588 validation_1-mae:6189.59277 [387] validation_0-mae:5491.68359 validation_1-mae:6187.81299 [388] validation_0-mae:5489.79395 validation_1-mae:6187.35645 [389] validation_0-mae:5483.69531 validation_1-mae:6184.66992 [390] validation_0-mae:5481.67236 validation_1-mae:6183.68848 [391] validation_0-mae:5480.69873 validation_1-mae:6183.63525 [392] validation_0-mae:5479.48145 validation_1-mae:6184.26123 [393] validation_0-mae:5477.68164 validation_1-mae:6183.54443 [394] validation_0-mae:5475.99561 validation_1-mae:6182.77441 [395] validation_0-mae:5474.21240 validation_1-mae:6181.73486 [396] validation_0-mae:5473.90332 validation_1-mae:6181.82764 [397] validation_0-mae:5471.83154 validation_1-mae:6182.38379 [398] validation_0-mae:5467.25879 validation_1-mae:6179.77051 [399] validation_0-mae:5465.43701 validation_1-mae:6179.53076 [400] validation_0-mae:5463.62305 validation_1-mae:6178.99072 [401] validation_0-mae:5459.60645 validation_1-mae:6178.17334 [402] validation_0-mae:5454.69238 validation_1-mae:6176.08789 [403] validation_0-mae:5452.46289 validation_1-mae:6174.82373 [404] validation_0-mae:5450.92285 validation_1-mae:6174.71387 [405] validation_0-mae:5446.72022 validation_1-mae:6173.01416 [406] validation_0-mae:5442.41357 validation_1-mae:6170.26855 [407] validation_0-mae:5440.21191 validation_1-mae:6171.04639 [408] validation_0-mae:5439.68262 validation_1-mae:6170.91504 [409] validation_0-mae:5437.90723 validation_1-mae:6170.87061 [410] validation_0-mae:5435.09814 validation_1-mae:6170.40039 [411] validation_0-mae:5433.55615 validation_1-mae:6170.02148 [412] validation_0-mae:5431.52246 validation_1-mae:6171.06494 [413] validation_0-mae:5429.81006 validation_1-mae:6171.42285 [414] validation_0-mae:5428.30957 validation_1-mae:6171.23730 [415] validation_0-mae:5427.66064 validation_1-mae:6171.09180 [416] validation_0-mae:5426.38965 validation_1-mae:6171.39160 [417] validation_0-mae:5425.85205 validation_1-mae:6171.09912 [418] validation_0-mae:5424.85205 validation_1-mae:6170.55615 [419] validation_0-mae:5423.64355 validation_1-mae:6170.89502 [420] validation_0-mae:5420.50244 validation_1-mae:6170.22314 [421] validation_0-mae:5417.20068 validation_1-mae:6168.98047 [422] validation_0-mae:5415.06348 validation_1-mae:6168.62891 [423] validation_0-mae:5412.84570 validation_1-mae:6168.13281 [424] validation_0-mae:5411.95020 validation_1-mae:6168.41357 [425] validation_0-mae:5410.85010 validation_1-mae:6167.34570 [426] validation_0-mae:5408.85254 validation_1-mae:6167.05225 [427] validation_0-mae:5405.63232 validation_1-mae:6167.10791 [428] validation_0-mae:5404.22217 validation_1-mae:6166.85059 [429] validation_0-mae:5402.69141 validation_1-mae:6166.34277 [430] validation_0-mae:5401.18018 validation_1-mae:6166.45068 [431] validation_0-mae:5397.47070 validation_1-mae:6165.94189 [432] validation_0-mae:5395.91016 validation_1-mae:6164.80713 [433] validation_0-mae:5394.10791 validation_1-mae:6164.52393 [434] validation_0-mae:5393.55615 validation_1-mae:6164.31738 [435] validation_0-mae:5391.74756 validation_1-mae:6163.74463 [436] validation_0-mae:5390.93848 validation_1-mae:6163.74853 [437] validation_0-mae:5389.99268 validation_1-mae:6163.88916 [438] validation_0-mae:5389.06299 validation_1-mae:6163.79590 [439] validation_0-mae:5387.49463 validation_1-mae:6162.59277 [440] validation_0-mae:5385.52539 validation_1-mae:6161.30664 [441] validation_0-mae:5382.54248 validation_1-mae:6161.26074 [442] validation_0-mae:5378.64355 validation_1-mae:6160.89600 [443] validation_0-mae:5376.36475 validation_1-mae:6160.18213 [444] validation_0-mae:5373.39502 validation_1-mae:6160.34131 [445] validation_0-mae:5372.07178 validation_1-mae:6160.07471 [446] validation_0-mae:5370.75879 validation_1-mae:6159.58643 [447] validation_0-mae:5368.95703 validation_1-mae:6159.19287 [448] validation_0-mae:5367.80713 validation_1-mae:6158.83154 [449] validation_0-mae:5365.48291 validation_1-mae:6157.95801 [450] validation_0-mae:5363.65332 validation_1-mae:6157.40576 [451] validation_0-mae:5361.78076 validation_1-mae:6157.40186 [452] validation_0-mae:5357.68359 validation_1-mae:6155.50830 [453] validation_0-mae:5356.71582 validation_1-mae:6155.53809 [454] validation_0-mae:5355.56641 validation_1-mae:6155.24268 [455] validation_0-mae:5353.92822 validation_1-mae:6154.89990 [456] validation_0-mae:5350.74805 validation_1-mae:6154.05127 [457] validation_0-mae:5347.59863 validation_1-mae:6152.18897 [458] validation_0-mae:5342.86914 validation_1-mae:6149.01953 [459] validation_0-mae:5342.17090 validation_1-mae:6148.90283 [460] validation_0-mae:5341.59522 validation_1-mae:6148.62695 [461] validation_0-mae:5341.41064 validation_1-mae:6148.30273 [462] validation_0-mae:5339.61035 validation_1-mae:6148.30420 [463] validation_0-mae:5338.87939 validation_1-mae:6148.18506 [464] validation_0-mae:5337.03760 validation_1-mae:6147.10400 [465] validation_0-mae:5334.92334 validation_1-mae:6146.60449 [466] validation_0-mae:5333.18701 validation_1-mae:6146.24121 [467] validation_0-mae:5331.51562 validation_1-mae:6145.40918 [468] validation_0-mae:5330.08691 validation_1-mae:6145.05957 [469] validation_0-mae:5328.73682 validation_1-mae:6144.65527 [470] validation_0-mae:5328.06494 validation_1-mae:6143.90186 [471] validation_0-mae:5326.29639 validation_1-mae:6142.99219 [472] validation_0-mae:5324.39893 validation_1-mae:6142.60107 [473] validation_0-mae:5323.60840 validation_1-mae:6142.39258 [474] validation_0-mae:5322.42285 validation_1-mae:6142.44092 [475] validation_0-mae:5322.29883 validation_1-mae:6142.43555 [476] validation_0-mae:5320.84033 validation_1-mae:6142.15478 [477] validation_0-mae:5319.30518 validation_1-mae:6141.53955 [478] validation_0-mae:5317.40772 validation_1-mae:6141.54199 [479] validation_0-mae:5313.42041 validation_1-mae:6140.55273 [480] validation_0-mae:5311.84424 validation_1-mae:6140.04004 [481] validation_0-mae:5308.59326 validation_1-mae:6138.22803 [482] validation_0-mae:5307.27393 validation_1-mae:6137.86572 [483] validation_0-mae:5304.25147 validation_1-mae:6137.39990 [484] validation_0-mae:5301.75098 validation_1-mae:6137.20264 [485] validation_0-mae:5299.46045 validation_1-mae:6136.38818 [486] validation_0-mae:5296.68262 validation_1-mae:6135.92676 [487] validation_0-mae:5293.52881 validation_1-mae:6136.25244 [488] validation_0-mae:5290.68408 validation_1-mae:6134.88525 [489] validation_0-mae:5288.95557 validation_1-mae:6134.05273 [490] validation_0-mae:5285.72754 validation_1-mae:6132.56006 [491] validation_0-mae:5284.55811 validation_1-mae:6132.40234 [492] validation_0-mae:5281.42676 validation_1-mae:6131.51074 [493] validation_0-mae:5281.19971 validation_1-mae:6131.64600 [494] validation_0-mae:5280.00928 validation_1-mae:6131.67188 [495] validation_0-mae:5278.13184 validation_1-mae:6130.69824 [496] validation_0-mae:5275.32178 validation_1-mae:6129.75586 [497] validation_0-mae:5273.29590 validation_1-mae:6129.25537 [498] validation_0-mae:5270.95996 validation_1-mae:6128.65918 [499] validation_0-mae:5269.52002 validation_1-mae:6127.80615 [500] validation_0-mae:5267.21143 validation_1-mae:6126.89307 [501] validation_0-mae:5264.23242 validation_1-mae:6125.56543 [502] validation_0-mae:5262.79785 validation_1-mae:6125.83984 [503] validation_0-mae:5260.67969 validation_1-mae:6125.55957 [504] validation_0-mae:5260.37256 validation_1-mae:6125.66895 [505] validation_0-mae:5259.12598 validation_1-mae:6126.58154 [506] validation_0-mae:5256.82861 validation_1-mae:6126.38672 [507] validation_0-mae:5254.80713 validation_1-mae:6125.97998 [508] validation_0-mae:5252.77100 validation_1-mae:6126.38574 [509] validation_0-mae:5249.29785 validation_1-mae:6125.27002 [510] validation_0-mae:5246.97656 validation_1-mae:6123.27637 [511] validation_0-mae:5245.09619 validation_1-mae:6123.70850 [512] validation_0-mae:5244.30078 validation_1-mae:6123.68457 [513] validation_0-mae:5243.36914 validation_1-mae:6123.98389 [514] validation_0-mae:5242.34863 validation_1-mae:6123.65137 [515] validation_0-mae:5241.48242 validation_1-mae:6123.13232 [516] validation_0-mae:5240.40478 validation_1-mae:6123.08984 [517] validation_0-mae:5236.31592 validation_1-mae:6121.20605 [518] validation_0-mae:5234.75488 validation_1-mae:6121.21436 [519] validation_0-mae:5233.84228 validation_1-mae:6121.09131 [520] validation_0-mae:5231.91357 validation_1-mae:6119.84717 [521] validation_0-mae:5230.93994 validation_1-mae:6120.12012 [522] validation_0-mae:5230.02148 validation_1-mae:6120.15576 [523] validation_0-mae:5227.25439 validation_1-mae:6119.42822 [524] validation_0-mae:5225.54932 validation_1-mae:6119.32959 [525] validation_0-mae:5223.73438 validation_1-mae:6119.16260 [526] validation_0-mae:5221.03662 validation_1-mae:6118.56494 [527] validation_0-mae:5218.37305 validation_1-mae:6117.10693 [528] validation_0-mae:5217.91309 validation_1-mae:6117.01416 [529] validation_0-mae:5215.85059 validation_1-mae:6115.50586 [530] validation_0-mae:5214.81934 validation_1-mae:6115.04932 [531] validation_0-mae:5212.69873 validation_1-mae:6113.81299 [532] validation_0-mae:5211.44629 validation_1-mae:6113.31787 [533] validation_0-mae:5209.91602 validation_1-mae:6113.85742 [534] validation_0-mae:5208.98145 validation_1-mae:6113.78125 [535] validation_0-mae:5208.74805 validation_1-mae:6113.92969 [536] validation_0-mae:5207.64355 validation_1-mae:6113.82471 [537] validation_0-mae:5205.66504 validation_1-mae:6112.92334 [538] validation_0-mae:5204.09961 validation_1-mae:6113.22900 [539] validation_0-mae:5202.74463 validation_1-mae:6113.28320 [540] validation_0-mae:5200.62842 validation_1-mae:6112.41064 [541] validation_0-mae:5199.92822 validation_1-mae:6112.35449 [542] validation_0-mae:5198.40820 validation_1-mae:6112.54395 [543] validation_0-mae:5195.61084 validation_1-mae:6113.33252 [544] validation_0-mae:5193.79590 validation_1-mae:6113.56103 [545] validation_0-mae:5190.98877 validation_1-mae:6113.15869 [546] validation_0-mae:5188.87207 validation_1-mae:6112.16943 [547] validation_0-mae:5187.08154 validation_1-mae:6112.52978 [548] validation_0-mae:5186.15772 validation_1-mae:6112.38574 [549] validation_0-mae:5183.14111 validation_1-mae:6110.93799 [550] validation_0-mae:5180.93506 validation_1-mae:6110.60205 [551] validation_0-mae:5179.26562 validation_1-mae:6110.26807 [552] validation_0-mae:5178.43457 validation_1-mae:6110.43066 [553] validation_0-mae:5176.81250 validation_1-mae:6109.88135 [554] validation_0-mae:5173.34961 validation_1-mae:6109.20508 [555] validation_0-mae:5172.46436 validation_1-mae:6109.18603 [556] validation_0-mae:5170.47656 validation_1-mae:6110.52148 [557] validation_0-mae:5168.57812 validation_1-mae:6110.66064 [558] validation_0-mae:5166.45117 validation_1-mae:6110.20557 [559] validation_0-mae:5164.02393 validation_1-mae:6110.29443 [560] validation_0-mae:5162.73438 validation_1-mae:6110.37695 [561] validation_0-mae:5162.39697 validation_1-mae:6110.51758 [562] validation_0-mae:5161.01172 validation_1-mae:6110.38037 [563] validation_0-mae:5159.83691 validation_1-mae:6110.59375 [564] validation_0-mae:5158.14355 validation_1-mae:6110.85645 [565] validation_0-mae:5154.94385 validation_1-mae:6110.03564 [566] validation_0-mae:5152.92920 validation_1-mae:6110.72656 [567] validation_0-mae:5150.53662 validation_1-mae:6110.06982 [568] validation_0-mae:5148.63770 validation_1-mae:6109.01953 [569] validation_0-mae:5146.95312 validation_1-mae:6109.01807 [570] validation_0-mae:5145.89893 validation_1-mae:6109.07812 [571] validation_0-mae:5145.05322 validation_1-mae:6108.75488 [572] validation_0-mae:5141.99512 validation_1-mae:6107.80566 [573] validation_0-mae:5140.85596 validation_1-mae:6107.88965 [574] validation_0-mae:5139.56592 validation_1-mae:6107.19727 [575] validation_0-mae:5139.53467 validation_1-mae:6107.36719 [576] validation_0-mae:5138.54688 validation_1-mae:6106.97607 [577] validation_0-mae:5137.65625 validation_1-mae:6106.60742 [578] validation_0-mae:5135.26318 validation_1-mae:6106.03662 [579] validation_0-mae:5132.80762 validation_1-mae:6104.94141 [580] validation_0-mae:5131.18897 validation_1-mae:6104.57861 [581] validation_0-mae:5130.11230 validation_1-mae:6105.17725 [582] validation_0-mae:5128.01318 validation_1-mae:6105.55029 [583] validation_0-mae:5126.78760 validation_1-mae:6105.05957 [584] validation_0-mae:5124.79199 validation_1-mae:6104.19189 [585] validation_0-mae:5123.62451 validation_1-mae:6104.16748 [586] validation_0-mae:5121.73975 validation_1-mae:6103.75635 [587] validation_0-mae:5119.47754 validation_1-mae:6103.79834 [588] validation_0-mae:5118.43555 validation_1-mae:6104.07471 [589] validation_0-mae:5117.16357 validation_1-mae:6104.39014 [590] validation_0-mae:5114.71973 validation_1-mae:6103.83789 [591] validation_0-mae:5113.31445 validation_1-mae:6103.58154 [592] validation_0-mae:5110.89941 validation_1-mae:6102.50342 [593] validation_0-mae:5109.26270 validation_1-mae:6102.10596 [594] validation_0-mae:5108.23975 validation_1-mae:6101.85791 [595] validation_0-mae:5106.81397 validation_1-mae:6101.27002 [596] validation_0-mae:5105.24121 validation_1-mae:6100.59522 [597] validation_0-mae:5103.01074 validation_1-mae:6100.68408 [598] validation_0-mae:5102.73438 validation_1-mae:6100.71826 [599] validation_0-mae:5101.45264 validation_1-mae:6100.32275 [600] validation_0-mae:5099.82275 validation_1-mae:6099.82227 [601] validation_0-mae:5097.19336 validation_1-mae:6098.20117 [602] validation_0-mae:5095.66211 validation_1-mae:6097.52734 [603] validation_0-mae:5093.33008 validation_1-mae:6097.05518 [604] validation_0-mae:5091.74463 validation_1-mae:6096.90478 [605] validation_0-mae:5091.56934 validation_1-mae:6097.13818 [606] validation_0-mae:5089.44043 validation_1-mae:6096.97412 [607] validation_0-mae:5087.88574 validation_1-mae:6096.45117 [608] validation_0-mae:5086.91553 validation_1-mae:6096.34131 [609] validation_0-mae:5085.99219 validation_1-mae:6096.41943 [610] validation_0-mae:5082.68213 validation_1-mae:6094.94824 [611] validation_0-mae:5080.46143 validation_1-mae:6095.51807 [612] validation_0-mae:5077.79053 validation_1-mae:6093.63818 [613] validation_0-mae:5076.60205 validation_1-mae:6093.56738 [614] validation_0-mae:5075.14941 validation_1-mae:6094.01074 [615] validation_0-mae:5073.38818 validation_1-mae:6093.34326 [616] validation_0-mae:5071.61670 validation_1-mae:6092.10596 [617] validation_0-mae:5070.44482 validation_1-mae:6092.67285 [618] validation_0-mae:5069.83105 validation_1-mae:6092.71582 [619] validation_0-mae:5067.04736 validation_1-mae:6091.74609 [620] validation_0-mae:5065.59912 validation_1-mae:6091.06543 [621] validation_0-mae:5062.40674 validation_1-mae:6092.03125 [622] validation_0-mae:5060.04541 validation_1-mae:6091.66650 [623] validation_0-mae:5057.77344 validation_1-mae:6090.65381 [624] validation_0-mae:5055.91992 validation_1-mae:6089.91064 [625] validation_0-mae:5054.97314 validation_1-mae:6089.32471 [626] validation_0-mae:5053.27539 validation_1-mae:6089.98828 [627] validation_0-mae:5051.42139 validation_1-mae:6090.16748 [628] validation_0-mae:5048.93066 validation_1-mae:6087.98096 [629] validation_0-mae:5047.09082 validation_1-mae:6087.50244 [630] validation_0-mae:5046.13721 validation_1-mae:6087.83252 [631] validation_0-mae:5045.33154 validation_1-mae:6087.59131 [632] validation_0-mae:5044.28223 validation_1-mae:6087.31201 [633] validation_0-mae:5042.94385 validation_1-mae:6086.73145 [634] validation_0-mae:5041.07666 validation_1-mae:6086.16650 [635] validation_0-mae:5040.64014 validation_1-mae:6086.16309 [636] validation_0-mae:5039.63818 validation_1-mae:6086.01416 [637] validation_0-mae:5039.49512 validation_1-mae:6085.93262 [638] validation_0-mae:5038.42969 validation_1-mae:6085.63525 [639] validation_0-mae:5037.11719 validation_1-mae:6085.05811 [640] validation_0-mae:5035.61377 validation_1-mae:6084.71582 [641] validation_0-mae:5034.32227 validation_1-mae:6084.75732 [642] validation_0-mae:5032.74023 validation_1-mae:6084.58643 [643] validation_0-mae:5031.07520 validation_1-mae:6084.45898 [644] validation_0-mae:5029.70508 validation_1-mae:6083.46436 [645] validation_0-mae:5028.11572 validation_1-mae:6082.56787 [646] validation_0-mae:5026.13232 validation_1-mae:6083.44043 [647] validation_0-mae:5023.72119 validation_1-mae:6083.35010 [648] validation_0-mae:5021.99316 validation_1-mae:6083.72461 [649] validation_0-mae:5020.32715 validation_1-mae:6084.11279 [650] validation_0-mae:5018.08252 validation_1-mae:6083.22705 [651] validation_0-mae:5017.15283 validation_1-mae:6083.22559 [652] validation_0-mae:5016.23975 validation_1-mae:6083.43506 [653] validation_0-mae:5013.76465 validation_1-mae:6081.78027 [654] validation_0-mae:5012.60791 validation_1-mae:6081.28467 [655] validation_0-mae:5011.84961 validation_1-mae:6081.22119 [656] validation_0-mae:5011.10547 validation_1-mae:6081.28955 [657] validation_0-mae:5010.38428 validation_1-mae:6080.92090 [658] validation_0-mae:5008.67236 validation_1-mae:6080.98633 [659] validation_0-mae:5006.23193 validation_1-mae:6079.26172 [660] validation_0-mae:5004.25977 validation_1-mae:6078.92529 [661] validation_0-mae:5003.14990 validation_1-mae:6078.88281 [662] validation_0-mae:5001.11133 validation_1-mae:6078.55420 [663] validation_0-mae:4999.86670 validation_1-mae:6078.21973 [664] validation_0-mae:4999.11328 validation_1-mae:6078.19287 [665] validation_0-mae:4998.50391 validation_1-mae:6078.00879 [666] validation_0-mae:4997.22656 validation_1-mae:6077.90772 [667] validation_0-mae:4994.95410 validation_1-mae:6077.37695 [668] validation_0-mae:4993.72314 validation_1-mae:6077.21924 [669] validation_0-mae:4992.38525 validation_1-mae:6076.67578 [670] validation_0-mae:4990.52295 validation_1-mae:6075.21973 [671] validation_0-mae:4988.94238 validation_1-mae:6075.48242 [672] validation_0-mae:4987.22070 validation_1-mae:6075.02295 [673] validation_0-mae:4986.15576 validation_1-mae:6074.93994 [674] validation_0-mae:4985.11230 validation_1-mae:6074.27197 [675] validation_0-mae:4983.66016 validation_1-mae:6074.43994 [676] validation_0-mae:4981.92871 validation_1-mae:6073.58691 [677] validation_0-mae:4981.27051 validation_1-mae:6073.62988 [678] validation_0-mae:4979.70752 validation_1-mae:6073.19141 [679] validation_0-mae:4977.88721 validation_1-mae:6072.76465 [680] validation_0-mae:4977.20508 validation_1-mae:6072.87744 [681] validation_0-mae:4975.79541 validation_1-mae:6073.45654 [682] validation_0-mae:4972.98584 validation_1-mae:6072.83447 [683] validation_0-mae:4971.24609 validation_1-mae:6072.20410 [684] validation_0-mae:4968.66699 validation_1-mae:6071.91553 [685] validation_0-mae:4968.12988 validation_1-mae:6072.37793 [686] validation_0-mae:4966.71924 validation_1-mae:6072.50293 [687] validation_0-mae:4963.49170 validation_1-mae:6071.97119 [688] validation_0-mae:4962.83301 validation_1-mae:6071.23535 [689] validation_0-mae:4960.54688 validation_1-mae:6070.55566 [690] validation_0-mae:4958.57617 validation_1-mae:6070.41846 [691] validation_0-mae:4957.79150 validation_1-mae:6070.33789 [692] validation_0-mae:4956.85449 validation_1-mae:6069.75781 [693] validation_0-mae:4956.43457 validation_1-mae:6069.76270 [694] validation_0-mae:4955.18457 validation_1-mae:6069.85547 [695] validation_0-mae:4954.74072 validation_1-mae:6069.45166 [696] validation_0-mae:4953.32080 validation_1-mae:6068.52930 [697] validation_0-mae:4952.59522 validation_1-mae:6068.26318 [698] validation_0-mae:4951.88867 validation_1-mae:6067.93262 [699] validation_0-mae:4950.44580 validation_1-mae:6067.84473 [700] validation_0-mae:4949.19238 validation_1-mae:6068.31152 [701] validation_0-mae:4948.62988 validation_1-mae:6067.91504 [702] validation_0-mae:4947.23242 validation_1-mae:6067.73779 [703] validation_0-mae:4946.39209 validation_1-mae:6067.05859 [704] validation_0-mae:4945.25635 validation_1-mae:6066.76904 [705] validation_0-mae:4944.55566 validation_1-mae:6066.62744 [706] validation_0-mae:4943.43848 validation_1-mae:6067.09570 [707] validation_0-mae:4942.83740 validation_1-mae:6067.08936 [708] validation_0-mae:4940.53906 validation_1-mae:6066.06250 [709] validation_0-mae:4939.68506 validation_1-mae:6065.80615 [710] validation_0-mae:4939.03467 validation_1-mae:6065.62939 [711] validation_0-mae:4937.44971 validation_1-mae:6065.22754 [712] validation_0-mae:4936.50439 validation_1-mae:6065.33154 [713] validation_0-mae:4935.60693 validation_1-mae:6065.10596 [714] validation_0-mae:4933.15234 validation_1-mae:6064.10498 [715] validation_0-mae:4931.91406 validation_1-mae:6064.13770 [716] validation_0-mae:4930.19727 validation_1-mae:6063.33789 [717] validation_0-mae:4928.81250 validation_1-mae:6063.23730 [718] validation_0-mae:4926.90674 validation_1-mae:6063.29102 [719] validation_0-mae:4925.69238 validation_1-mae:6063.15820 [720] validation_0-mae:4923.72510 validation_1-mae:6062.75781 [721] validation_0-mae:4921.62207 validation_1-mae:6061.48291 [722] validation_0-mae:4920.93897 validation_1-mae:6061.39111 [723] validation_0-mae:4919.06152 validation_1-mae:6060.70996 [724] validation_0-mae:4917.17627 validation_1-mae:6060.33838 [725] validation_0-mae:4914.27344 validation_1-mae:6060.28272 [726] validation_0-mae:4910.49365 validation_1-mae:6059.41455 [727] validation_0-mae:4908.18262 validation_1-mae:6059.36670 [728] validation_0-mae:4906.04980 validation_1-mae:6058.80518 [729] validation_0-mae:4904.59180 validation_1-mae:6058.64551 [730] validation_0-mae:4901.89258 validation_1-mae:6058.01465 [731] validation_0-mae:4898.81103 validation_1-mae:6058.50977 [732] validation_0-mae:4898.23096 validation_1-mae:6058.13428 [733] validation_0-mae:4897.07666 validation_1-mae:6057.58984 [734] validation_0-mae:4896.48389 validation_1-mae:6057.16455 [735] validation_0-mae:4894.49951 validation_1-mae:6055.76514 [736] validation_0-mae:4893.21387 validation_1-mae:6054.99219 [737] validation_0-mae:4892.23730 validation_1-mae:6054.54346 [738] validation_0-mae:4891.35156 validation_1-mae:6054.50781 [739] validation_0-mae:4888.80615 validation_1-mae:6054.42090 [740] validation_0-mae:4886.66357 validation_1-mae:6053.63770 [741] validation_0-mae:4885.39795 validation_1-mae:6054.16943 [742] validation_0-mae:4882.14990 validation_1-mae:6052.16455 [743] validation_0-mae:4880.11670 validation_1-mae:6051.24121 [744] validation_0-mae:4880.01318 validation_1-mae:6051.19678 [745] validation_0-mae:4878.86670 validation_1-mae:6050.83691 [746] validation_0-mae:4877.90186 validation_1-mae:6050.87109 [747] validation_0-mae:4876.33008 validation_1-mae:6049.82764 [748] validation_0-mae:4875.49902 validation_1-mae:6050.37158 [749] validation_0-mae:4874.36084 validation_1-mae:6050.22949 [750] validation_0-mae:4873.84814 validation_1-mae:6050.21680 [751] validation_0-mae:4873.22217 validation_1-mae:6050.21289 [752] validation_0-mae:4871.75293 validation_1-mae:6050.12402 [753] validation_0-mae:4870.34619 validation_1-mae:6050.08447 [754] validation_0-mae:4868.37842 validation_1-mae:6049.61963 [755] validation_0-mae:4866.10596 validation_1-mae:6048.95605 [756] validation_0-mae:4864.43750 validation_1-mae:6048.18311 [757] validation_0-mae:4863.51221 validation_1-mae:6048.29834 [758] validation_0-mae:4861.37109 validation_1-mae:6048.76123 [759] validation_0-mae:4860.06787 validation_1-mae:6048.76074 [760] validation_0-mae:4858.59180 validation_1-mae:6048.54590 [761] validation_0-mae:4857.13086 validation_1-mae:6048.56592 [762] validation_0-mae:4856.25098 validation_1-mae:6049.09961 [763] validation_0-mae:4854.79053 validation_1-mae:6049.06543 [764] validation_0-mae:4853.92285 validation_1-mae:6048.77197 [765] validation_0-mae:4852.87207 validation_1-mae:6048.71436 [766] validation_0-mae:4849.72998 validation_1-mae:6047.70654 [767] validation_0-mae:4848.35986 validation_1-mae:6047.02930 [768] validation_0-mae:4846.78516 validation_1-mae:6047.61865 [769] validation_0-mae:4845.28516 validation_1-mae:6047.69873 [770] validation_0-mae:4843.18750 validation_1-mae:6046.83643 [771] validation_0-mae:4840.28613 validation_1-mae:6045.99316 [772] validation_0-mae:4839.77295 validation_1-mae:6045.81592 [773] validation_0-mae:4838.61133 validation_1-mae:6045.37598 [774] validation_0-mae:4836.69238 validation_1-mae:6044.81397 [775] validation_0-mae:4836.61035 validation_1-mae:6044.86963 [776] validation_0-mae:4835.66211 validation_1-mae:6045.09131 [777] validation_0-mae:4834.46777 validation_1-mae:6044.87988 [778] validation_0-mae:4833.38965 validation_1-mae:6045.16748 [779] validation_0-mae:4831.08398 validation_1-mae:6045.59863 [780] validation_0-mae:4830.15478 validation_1-mae:6045.50049 [781] validation_0-mae:4829.07959 validation_1-mae:6045.80859 [782] validation_0-mae:4827.70508 validation_1-mae:6045.22852 [783] validation_0-mae:4825.53662 validation_1-mae:6044.63281 [784] validation_0-mae:4823.89551 validation_1-mae:6044.18066 [785] validation_0-mae:4822.23584 validation_1-mae:6043.98584 [786] validation_0-mae:4819.95898 validation_1-mae:6043.03955 [787] validation_0-mae:4819.03272 validation_1-mae:6042.65625 [788] validation_0-mae:4818.42383 validation_1-mae:6042.64404 [789] validation_0-mae:4815.39111 validation_1-mae:6041.71826 [790] validation_0-mae:4813.27441 validation_1-mae:6041.69678 [791] validation_0-mae:4811.56152 validation_1-mae:6041.78809 [792] validation_0-mae:4809.87109 validation_1-mae:6041.98926 [793] validation_0-mae:4808.33203 validation_1-mae:6041.90723 [794] validation_0-mae:4808.05225 validation_1-mae:6041.82373 [795] validation_0-mae:4807.43603 validation_1-mae:6041.98193 [796] validation_0-mae:4806.52637 validation_1-mae:6041.99219 [797] validation_0-mae:4805.21045 validation_1-mae:6042.39355 [798] validation_0-mae:4803.47705 validation_1-mae:6042.15088 [799] validation_0-mae:4801.89551 validation_1-mae:6042.11768 [800] validation_0-mae:4801.00537 validation_1-mae:6042.05371 [801] validation_0-mae:4800.61182 validation_1-mae:6041.99023 [802] validation_0-mae:4799.14795 validation_1-mae:6041.55859 [803] validation_0-mae:4797.74170 validation_1-mae:6041.23730 [804] validation_0-mae:4796.86523 validation_1-mae:6041.76660 [805] validation_0-mae:4796.31543 validation_1-mae:6042.07666 [806] validation_0-mae:4795.60107 validation_1-mae:6042.11377 [807] validation_0-mae:4793.38135 validation_1-mae:6041.40039 [808] validation_0-mae:4792.30078 validation_1-mae:6041.44727 [809] validation_0-mae:4791.37402 validation_1-mae:6041.12598 [810] validation_0-mae:4791.20459 validation_1-mae:6041.13965 [811] validation_0-mae:4790.30176 validation_1-mae:6040.94824 [812] validation_0-mae:4789.84180 validation_1-mae:6040.95459 [813] validation_0-mae:4789.31641 validation_1-mae:6040.97363 [814] validation_0-mae:4787.33789 validation_1-mae:6040.12695 [815] validation_0-mae:4785.84668 validation_1-mae:6039.71728 [816] validation_0-mae:4784.31299 validation_1-mae:6039.41113 [817] validation_0-mae:4783.46973 validation_1-mae:6039.26416 [818] validation_0-mae:4782.14648 validation_1-mae:6038.90918 [819] validation_0-mae:4780.65478 validation_1-mae:6038.53906 [820] validation_0-mae:4779.16504 validation_1-mae:6038.01123 [821] validation_0-mae:4777.84131 validation_1-mae:6037.55566 [822] validation_0-mae:4776.31152 validation_1-mae:6037.50732 [823] validation_0-mae:4774.71143 validation_1-mae:6037.38037 [824] validation_0-mae:4773.82520 validation_1-mae:6037.34033 [825] validation_0-mae:4771.85596 validation_1-mae:6036.50879 [826] validation_0-mae:4770.37256 validation_1-mae:6036.26660 [827] validation_0-mae:4769.43555 validation_1-mae:6035.87939 [828] validation_0-mae:4767.80127 validation_1-mae:6036.63965 [829] validation_0-mae:4766.35693 validation_1-mae:6035.66748 [830] validation_0-mae:4765.01807 validation_1-mae:6036.46924 [831] validation_0-mae:4763.23828 validation_1-mae:6037.07617 [832] validation_0-mae:4762.04199 validation_1-mae:6037.28809 [833] validation_0-mae:4761.37353 validation_1-mae:6037.54639 [834] validation_0-mae:4760.19727 validation_1-mae:6036.65430 [835] validation_0-mae:4759.26416 validation_1-mae:6036.88965 [836] validation_0-mae:4757.58252 validation_1-mae:6036.48438 [837] validation_0-mae:4756.02393 validation_1-mae:6036.68311 [838] validation_0-mae:4755.78516 validation_1-mae:6036.59961 [839] validation_0-mae:4754.19775 validation_1-mae:6035.88330 [840] validation_0-mae:4753.25391 validation_1-mae:6035.58740 [841] validation_0-mae:4752.12744 validation_1-mae:6035.60547 [842] validation_0-mae:4751.70996 validation_1-mae:6035.58838 [843] validation_0-mae:4750.78857 validation_1-mae:6035.74853 [844] validation_0-mae:4748.56885 validation_1-mae:6034.76025 [845] validation_0-mae:4746.23340 validation_1-mae:6033.98145 [846] validation_0-mae:4744.84375 validation_1-mae:6034.56299 [847] validation_0-mae:4743.58887 validation_1-mae:6034.86523 [848] validation_0-mae:4741.21777 validation_1-mae:6035.05078 [849] validation_0-mae:4740.02051 validation_1-mae:6034.50244 [850] validation_0-mae:4738.46143 validation_1-mae:6033.62061 [851] validation_0-mae:4736.62207 validation_1-mae:6034.10156 [852] validation_0-mae:4734.88574 validation_1-mae:6033.34570 [853] validation_0-mae:4733.53027 validation_1-mae:6032.93603 [854] validation_0-mae:4732.04590 validation_1-mae:6032.78223 [855] validation_0-mae:4730.55664 validation_1-mae:6032.89990 [856] validation_0-mae:4729.72119 validation_1-mae:6032.94971 [857] validation_0-mae:4729.21338 validation_1-mae:6033.09424 [858] validation_0-mae:4728.65381 validation_1-mae:6033.44238 [859] validation_0-mae:4728.00000 validation_1-mae:6033.48242 [860] validation_0-mae:4726.82959 validation_1-mae:6033.44922 [861] validation_0-mae:4724.83398 validation_1-mae:6033.37842 [862] validation_0-mae:4723.50684 validation_1-mae:6032.95654 [863] validation_0-mae:4721.70215 validation_1-mae:6032.09473 [864] validation_0-mae:4720.72510 validation_1-mae:6031.95068 [865] validation_0-mae:4719.34277 validation_1-mae:6031.13574 [866] validation_0-mae:4718.41406 validation_1-mae:6030.88965 [867] validation_0-mae:4717.85742 validation_1-mae:6031.13086 [868] validation_0-mae:4716.66309 validation_1-mae:6031.09570 [869] validation_0-mae:4714.89209 validation_1-mae:6030.49268 [870] validation_0-mae:4713.44629 validation_1-mae:6029.71973 [871] validation_0-mae:4712.15234 validation_1-mae:6030.13037 [872] validation_0-mae:4710.67480 validation_1-mae:6029.40576 [873] validation_0-mae:4709.32617 validation_1-mae:6029.04736 [874] validation_0-mae:4707.68115 validation_1-mae:6029.14648 [875] validation_0-mae:4706.91211 validation_1-mae:6029.04688 [876] validation_0-mae:4705.58643 validation_1-mae:6028.90137 [877] validation_0-mae:4705.31397 validation_1-mae:6029.04053 [878] validation_0-mae:4704.26953 validation_1-mae:6028.91504 [879] validation_0-mae:4702.87939 validation_1-mae:6028.49609 [880] validation_0-mae:4701.30859 validation_1-mae:6028.29443 [881] validation_0-mae:4700.45996 validation_1-mae:6028.00244 [882] validation_0-mae:4699.15283 validation_1-mae:6028.07520 [883] validation_0-mae:4697.62842 validation_1-mae:6027.67139 [884] validation_0-mae:4696.92285 validation_1-mae:6027.45459 [885] validation_0-mae:4695.49658 validation_1-mae:6027.26367 [886] validation_0-mae:4694.61523 validation_1-mae:6027.52686 [887] validation_0-mae:4693.65137 validation_1-mae:6027.89111 [888] validation_0-mae:4692.92334 validation_1-mae:6028.49268 [889] validation_0-mae:4691.56689 validation_1-mae:6028.25049 [890] validation_0-mae:4688.53272 validation_1-mae:6028.60840 [891] validation_0-mae:4687.65918 validation_1-mae:6028.64893 [892] validation_0-mae:4686.02832 validation_1-mae:6028.58350 [893] validation_0-mae:4684.80615 validation_1-mae:6028.29980 [894] validation_0-mae:4683.27881 validation_1-mae:6027.70703 [895] validation_0-mae:4681.95166 validation_1-mae:6027.79395 [896] validation_0-mae:4680.98926 validation_1-mae:6027.99268 [897] validation_0-mae:4680.00439 validation_1-mae:6027.67627 [898] validation_0-mae:4678.75049 validation_1-mae:6027.65576 [899] validation_0-mae:4678.15674 validation_1-mae:6027.96728 [900] validation_0-mae:4677.91016 validation_1-mae:6027.90430 [901] validation_0-mae:4677.28272 validation_1-mae:6028.14209 [902] validation_0-mae:4676.23730 validation_1-mae:6027.85986 [903] validation_0-mae:4674.66748 validation_1-mae:6028.37891 [904] validation_0-mae:4673.57178 validation_1-mae:6028.77100 [905] validation_0-mae:4671.70898 validation_1-mae:6028.43603 [906] validation_0-mae:4670.60059 validation_1-mae:6028.54150 [907] validation_0-mae:4668.28027 validation_1-mae:6028.38086 [908] validation_0-mae:4665.83545 validation_1-mae:6026.92920 [909] validation_0-mae:4664.90576 validation_1-mae:6026.59180 [910] validation_0-mae:4664.33447 validation_1-mae:6026.94141 [911] validation_0-mae:4663.02930 validation_1-mae:6026.40332 [912] validation_0-mae:4661.88574 validation_1-mae:6026.95508 [913] validation_0-mae:4660.91260 validation_1-mae:6027.08545 [914] validation_0-mae:4660.10449 validation_1-mae:6026.87500 [915] validation_0-mae:4657.97656 validation_1-mae:6026.25342 [916] validation_0-mae:4657.32617 validation_1-mae:6026.44580 [917] validation_0-mae:4655.98047 validation_1-mae:6025.77246 [918] validation_0-mae:4654.48291 validation_1-mae:6025.77978 [919] validation_0-mae:4654.30566 validation_1-mae:6025.75537 [920] validation_0-mae:4653.52490 validation_1-mae:6026.09131 [921] validation_0-mae:4653.14697 validation_1-mae:6026.10840 [922] validation_0-mae:4651.75391 validation_1-mae:6025.93359 [923] validation_0-mae:4650.57910 validation_1-mae:6025.75000 [924] validation_0-mae:4648.01416 validation_1-mae:6025.81885 [925] validation_0-mae:4646.68652 validation_1-mae:6025.80127 [926] validation_0-mae:4646.09619 validation_1-mae:6026.05957 [927] validation_0-mae:4644.85303 validation_1-mae:6025.79248 [928] validation_0-mae:4643.60596 validation_1-mae:6025.38330 [929] validation_0-mae:4642.51367 validation_1-mae:6025.26660 [930] validation_0-mae:4640.45996 validation_1-mae:6023.77344 [931] validation_0-mae:4639.29590 validation_1-mae:6023.72656 [932] validation_0-mae:4638.49219 validation_1-mae:6023.70752 [933] validation_0-mae:4637.67041 validation_1-mae:6023.60254 [934] validation_0-mae:4636.51611 validation_1-mae:6024.07080 [935] validation_0-mae:4635.82227 validation_1-mae:6023.90772 [936] validation_0-mae:4635.31152 validation_1-mae:6023.97803 [937] validation_0-mae:4634.58887 validation_1-mae:6023.49951 [938] validation_0-mae:4633.98340 validation_1-mae:6023.69580 [939] validation_0-mae:4632.30615 validation_1-mae:6022.57324 [940] validation_0-mae:4631.77246 validation_1-mae:6022.80664 [941] validation_0-mae:4630.14746 validation_1-mae:6023.23486 [942] validation_0-mae:4629.98145 validation_1-mae:6023.27930 [943] validation_0-mae:4629.51807 validation_1-mae:6022.79150 [944] validation_0-mae:4628.37256 validation_1-mae:6022.12305 [945] validation_0-mae:4627.62647 validation_1-mae:6022.08057 [946] validation_0-mae:4626.07959 validation_1-mae:6021.91602 [947] validation_0-mae:4625.04443 validation_1-mae:6021.58643 [948] validation_0-mae:4623.41162 validation_1-mae:6021.87061 [949] validation_0-mae:4622.02686 validation_1-mae:6021.18603 [950] validation_0-mae:4620.18506 validation_1-mae:6020.88379 [951] validation_0-mae:4618.02246 validation_1-mae:6019.82861 [952] validation_0-mae:4617.10059 validation_1-mae:6019.90674 [953] validation_0-mae:4615.92871 validation_1-mae:6019.75635 [954] validation_0-mae:4615.43164 validation_1-mae:6019.70654 [955] validation_0-mae:4614.09766 validation_1-mae:6019.20508 [956] validation_0-mae:4612.83691 validation_1-mae:6018.61133 [957] validation_0-mae:4611.69922 validation_1-mae:6018.37109 [958] validation_0-mae:4611.41553 validation_1-mae:6018.44873 [959] validation_0-mae:4609.40332 validation_1-mae:6017.53223 [960] validation_0-mae:4608.35254 validation_1-mae:6017.29639 [961] validation_0-mae:4607.39844 validation_1-mae:6017.11572 [962] validation_0-mae:4605.66846 validation_1-mae:6016.97070 [963] validation_0-mae:4604.34961 validation_1-mae:6016.75147 [964] validation_0-mae:4603.26758 validation_1-mae:6016.49658 [965] validation_0-mae:4601.29102 validation_1-mae:6015.92090 [966] validation_0-mae:4599.79199 validation_1-mae:6015.93799 [967] validation_0-mae:4598.38574 validation_1-mae:6015.69873 [968] validation_0-mae:4597.88379 validation_1-mae:6015.85010 [969] validation_0-mae:4595.56592 validation_1-mae:6014.69971 [970] validation_0-mae:4594.69873 validation_1-mae:6014.79053 [971] validation_0-mae:4592.83740 validation_1-mae:6014.26953 [972] validation_0-mae:4591.48389 validation_1-mae:6014.04004 [973] validation_0-mae:4589.57959 validation_1-mae:6013.63672 [974] validation_0-mae:4587.46875 validation_1-mae:6013.23535 [975] validation_0-mae:4586.65772 validation_1-mae:6012.94580 [976] validation_0-mae:4584.47119 validation_1-mae:6013.07666 [977] validation_0-mae:4583.36426 validation_1-mae:6013.68994 [978] validation_0-mae:4581.63916 validation_1-mae:6012.56494 [979] validation_0-mae:4580.80615 validation_1-mae:6012.22266 [980] validation_0-mae:4579.89795 validation_1-mae:6012.79346 [981] validation_0-mae:4578.58350 validation_1-mae:6012.91113 [982] validation_0-mae:4576.63623 validation_1-mae:6013.38623 [983] validation_0-mae:4575.41797 validation_1-mae:6013.24853 [984] validation_0-mae:4574.20557 validation_1-mae:6013.17480 [985] validation_0-mae:4572.21094 validation_1-mae:6012.55371 [986] validation_0-mae:4571.16260 validation_1-mae:6013.52197 [987] validation_0-mae:4569.99707 validation_1-mae:6013.32031 [988] validation_0-mae:4568.64062 validation_1-mae:6012.93359 [989] validation_0-mae:4566.95410 validation_1-mae:6012.57373 [990] validation_0-mae:4566.29980 validation_1-mae:6012.60645 [991] validation_0-mae:4564.80273 validation_1-mae:6012.10205 [992] validation_0-mae:4563.68018 validation_1-mae:6012.05469 [993] validation_0-mae:4562.19189 validation_1-mae:6012.60693 [994] validation_0-mae:4560.75195 validation_1-mae:6011.63184 [995] validation_0-mae:4559.40674 validation_1-mae:6011.52539 [996] validation_0-mae:4557.57520 validation_1-mae:6011.25684 [997] validation_0-mae:4557.09570 validation_1-mae:6011.09473 [998] validation_0-mae:4556.30762 validation_1-mae:6010.76172 [999] validation_0-mae:4555.43799 validation_1-mae:6010.70557 [1000] validation_0-mae:4554.26367 validation_1-mae:6010.27783 [1001] validation_0-mae:4553.18457 validation_1-mae:6010.43652 [1002] validation_0-mae:4552.09619 validation_1-mae:6010.19824 [1003] validation_0-mae:4550.86328 validation_1-mae:6010.54297 [1004] validation_0-mae:4549.94775 validation_1-mae:6010.35742 [1005] validation_0-mae:4548.94238 validation_1-mae:6010.23438 [1006] validation_0-mae:4547.96728 validation_1-mae:6010.10010 [1007] validation_0-mae:4547.20312 validation_1-mae:6009.66895 [1008] validation_0-mae:4545.80615 validation_1-mae:6009.91064 [1009] validation_0-mae:4544.17480 validation_1-mae:6009.87695 [1010] validation_0-mae:4542.99121 validation_1-mae:6009.62793 [1011] validation_0-mae:4542.22803 validation_1-mae:6009.81543 [1012] validation_0-mae:4541.09473 validation_1-mae:6009.69824 [1013] validation_0-mae:4539.67578 validation_1-mae:6009.61963 [1014] validation_0-mae:4538.76318 validation_1-mae:6009.59375 [1015] validation_0-mae:4537.43994 validation_1-mae:6008.71289 [1016] validation_0-mae:4536.30371 validation_1-mae:6008.33740 [1017] validation_0-mae:4535.51221 validation_1-mae:6008.27393 [1018] validation_0-mae:4535.04492 validation_1-mae:6008.33203 [1019] validation_0-mae:4534.03174 validation_1-mae:6008.00098 [1020] validation_0-mae:4533.03076 validation_1-mae:6008.24365 [1021] validation_0-mae:4531.96582 validation_1-mae:6007.77246 [1022] validation_0-mae:4531.25928 validation_1-mae:6007.76758 [1023] validation_0-mae:4529.18652 validation_1-mae:6007.31348 [1024] validation_0-mae:4527.47412 validation_1-mae:6006.77197 [1025] validation_0-mae:4526.40478 validation_1-mae:6005.85791 [1026] validation_0-mae:4525.36572 validation_1-mae:6005.47705 [1027] validation_0-mae:4524.63525 validation_1-mae:6005.50537 [1028] validation_0-mae:4523.85107 validation_1-mae:6005.40381 [1029] validation_0-mae:4521.97070 validation_1-mae:6004.75781 [1030] validation_0-mae:4521.10645 validation_1-mae:6004.84473 [1031] validation_0-mae:4520.10693 validation_1-mae:6004.36572 [1032] validation_0-mae:4519.47900 validation_1-mae:6004.42773 [1033] validation_0-mae:4518.64209 validation_1-mae:6004.17871 [1034] validation_0-mae:4518.07129 validation_1-mae:6004.19775 [1035] validation_0-mae:4517.07812 validation_1-mae:6004.46631 [1036] validation_0-mae:4516.48145 validation_1-mae:6004.59082 [1037] validation_0-mae:4515.59912 validation_1-mae:6004.80713 [1038] validation_0-mae:4514.22217 validation_1-mae:6005.19824 [1039] validation_0-mae:4513.28223 validation_1-mae:6005.10303 [1040] validation_0-mae:4511.83057 validation_1-mae:6005.09717 [1041] validation_0-mae:4510.56836 validation_1-mae:6005.46094 [1042] validation_0-mae:4509.61816 validation_1-mae:6004.87744 [1043] validation_0-mae:4508.82715 validation_1-mae:6005.07520 [1044] validation_0-mae:4505.98193 validation_1-mae:6003.94971 [1045] validation_0-mae:4504.43799 validation_1-mae:6004.46484 [1046] validation_0-mae:4502.29932 validation_1-mae:6003.82324 [1047] validation_0-mae:4501.66895 validation_1-mae:6003.82861 [1048] validation_0-mae:4501.00488 validation_1-mae:6004.08252 [1049] validation_0-mae:4500.00098 validation_1-mae:6003.67383 [1050] validation_0-mae:4498.38867 validation_1-mae:6003.49316 [1051] validation_0-mae:4497.48291 validation_1-mae:6003.18359 [1052] validation_0-mae:4496.17285 validation_1-mae:6003.48389 [1053] validation_0-mae:4495.31543 validation_1-mae:6003.92578 [1054] validation_0-mae:4494.55273 validation_1-mae:6004.23486 [1055] validation_0-mae:4493.83740 validation_1-mae:6004.32373 [1056] validation_0-mae:4492.88818 validation_1-mae:6004.33398 [1057] validation_0-mae:4492.54492 validation_1-mae:6004.32471 [1058] validation_0-mae:4492.17041 validation_1-mae:6004.48682 [1059] validation_0-mae:4490.67334 validation_1-mae:6003.75830 [1060] validation_0-mae:4489.48340 validation_1-mae:6003.82275 [1061] validation_0-mae:4488.05908 validation_1-mae:6003.88086 [1062] validation_0-mae:4487.26367 validation_1-mae:6003.73682 [1063] validation_0-mae:4486.36914 validation_1-mae:6003.63086 [1064] validation_0-mae:4484.61377 validation_1-mae:6003.67920 [1065] validation_0-mae:4483.70020 validation_1-mae:6003.46484 [1066] validation_0-mae:4482.13086 validation_1-mae:6003.34619 [1067] validation_0-mae:4481.82568 validation_1-mae:6003.38916 [1068] validation_0-mae:4480.94727 validation_1-mae:6003.39355 [1069] validation_0-mae:4480.10010 validation_1-mae:6003.19287 [1070] validation_0-mae:4479.02148 validation_1-mae:6003.28174 [1071] validation_0-mae:4477.36670 validation_1-mae:6002.19971 [1072] validation_0-mae:4475.75000 validation_1-mae:6002.14941 [1073] validation_0-mae:4474.77832 validation_1-mae:6002.21680 [1074] validation_0-mae:4474.04590 validation_1-mae:6001.98389 [1075] validation_0-mae:4473.53857 validation_1-mae:6002.21680 [1076] validation_0-mae:4472.91357 validation_1-mae:6001.54443 [1077] validation_0-mae:4471.97559 validation_1-mae:6001.68213 [1078] validation_0-mae:4471.39209 validation_1-mae:6001.68799 [1079] validation_0-mae:4470.61768 validation_1-mae:6002.09277 [1080] validation_0-mae:4469.66992 validation_1-mae:6002.56348 [1081] validation_0-mae:4468.15430 validation_1-mae:6001.67432 [1082] validation_0-mae:4466.94531 validation_1-mae:6001.56641 [1083] validation_0-mae:4465.59326 validation_1-mae:6002.10596 [1084] validation_0-mae:4464.61768 validation_1-mae:6002.46484 [1085] validation_0-mae:4464.53516 validation_1-mae:6002.52051 [1086] validation_0-mae:4463.74512 validation_1-mae:6002.81201 [1087] validation_0-mae:4463.61621 validation_1-mae:6002.73779 [1088] validation_0-mae:4462.69189 validation_1-mae:6002.81641 [1089] validation_0-mae:4461.68115 validation_1-mae:6002.51367 [1090] validation_0-mae:4460.48535 validation_1-mae:6002.50195 [1091] validation_0-mae:4458.98291 validation_1-mae:6002.34522 [1092] validation_0-mae:4457.00732 validation_1-mae:6001.56592 [1093] validation_0-mae:4455.94043 validation_1-mae:6002.08740 [1094] validation_0-mae:4453.99219 validation_1-mae:6002.46924 [1095] validation_0-mae:4452.37939 validation_1-mae:6002.88184 [1096] validation_0-mae:4451.08008 validation_1-mae:6002.51709 [1097] validation_0-mae:4449.77100 validation_1-mae:6002.02588 [1098] validation_0-mae:4448.12695 validation_1-mae:6001.98584 [1099] validation_0-mae:4445.93408 validation_1-mae:6001.32129 [1100] validation_0-mae:4444.13818 validation_1-mae:6000.75049 [1101] validation_0-mae:4442.70947 validation_1-mae:6000.63867 [1102] validation_0-mae:4442.12256 validation_1-mae:6000.57031 [1103] validation_0-mae:4441.43018 validation_1-mae:6000.29150 [1104] validation_0-mae:4439.31836 validation_1-mae:5999.95752 [1105] validation_0-mae:4437.91309 validation_1-mae:5999.69824 [1106] validation_0-mae:4437.35645 validation_1-mae:5999.79150 [1107] validation_0-mae:4435.65478 validation_1-mae:5999.68164 [1108] validation_0-mae:4434.15869 validation_1-mae:5999.34180 [1109] validation_0-mae:4432.96240 validation_1-mae:5998.57910 [1110] validation_0-mae:4431.68848 validation_1-mae:5997.85010 [1111] validation_0-mae:4430.88135 validation_1-mae:5997.66211 [1112] validation_0-mae:4429.83496 validation_1-mae:5997.87939 [1113] validation_0-mae:4428.95361 validation_1-mae:5998.12158 [1114] validation_0-mae:4428.46533 validation_1-mae:5998.16357 [1115] validation_0-mae:4427.43018 validation_1-mae:5998.18994 [1116] validation_0-mae:4425.64648 validation_1-mae:5996.87353 [1117] validation_0-mae:4424.57178 validation_1-mae:5996.51660 [1118] validation_0-mae:4423.37744 validation_1-mae:5996.15039 [1119] validation_0-mae:4422.59180 validation_1-mae:5996.09473 [1120] validation_0-mae:4421.67285 validation_1-mae:5996.63672 [1121] validation_0-mae:4419.50879 validation_1-mae:5996.09033 [1122] validation_0-mae:4419.10352 validation_1-mae:5996.24121 [1123] validation_0-mae:4418.07373 validation_1-mae:5995.93164 [1124] validation_0-mae:4416.96826 validation_1-mae:5995.68750 [1125] validation_0-mae:4415.32617 validation_1-mae:5995.10352 [1126] validation_0-mae:4413.87402 validation_1-mae:5995.43701 [1127] validation_0-mae:4413.12256 validation_1-mae:5995.47168 [1128] validation_0-mae:4412.17188 validation_1-mae:5995.77686 [1129] validation_0-mae:4410.97900 validation_1-mae:5995.70410 [1130] validation_0-mae:4409.63818 validation_1-mae:5994.95850 [1131] validation_0-mae:4409.22070 validation_1-mae:5995.11914 [1132] validation_0-mae:4408.52002 validation_1-mae:5994.91504 [1133] validation_0-mae:4408.46680 validation_1-mae:5995.00928 [1134] validation_0-mae:4407.32227 validation_1-mae:5994.84717 [1135] validation_0-mae:4406.43994 validation_1-mae:5995.04395 [1136] validation_0-mae:4405.03320 validation_1-mae:5994.93359 [1137] validation_0-mae:4403.40772 validation_1-mae:5994.40772 [1138] validation_0-mae:4402.27637 validation_1-mae:5994.59912 [1139] validation_0-mae:4400.57031 validation_1-mae:5993.98779 [1140] validation_0-mae:4400.11719 validation_1-mae:5994.21680 [1141] validation_0-mae:4399.20850 validation_1-mae:5994.61865 [1142] validation_0-mae:4398.40918 validation_1-mae:5994.75537 [1143] validation_0-mae:4397.44385 validation_1-mae:5994.51611 [1144] validation_0-mae:4396.23584 validation_1-mae:5994.97900 [1145] validation_0-mae:4394.84961 validation_1-mae:5994.76318 [1146] validation_0-mae:4394.18897 validation_1-mae:5994.89844 [1147] validation_0-mae:4393.71826 validation_1-mae:5995.05811 [1148] validation_0-mae:4392.35205 validation_1-mae:5994.34961 [1149] validation_0-mae:4391.50391 validation_1-mae:5994.53955 [1150] validation_0-mae:4390.73779 validation_1-mae:5994.37451 [1151] validation_0-mae:4390.42383 validation_1-mae:5994.52148 [1152] validation_0-mae:4389.71094 validation_1-mae:5994.92725 [1153] validation_0-mae:4389.02930 validation_1-mae:5995.12305 [1154] validation_0-mae:4388.47607 validation_1-mae:5995.09814 [1155] validation_0-mae:4387.55273 validation_1-mae:5995.36914 [1156] validation_0-mae:4387.12695 validation_1-mae:5995.43750 [1157] validation_0-mae:4386.14160 validation_1-mae:5995.84228 [1158] validation_0-mae:4385.75244 validation_1-mae:5995.85059 [1159] validation_0-mae:4385.36719 validation_1-mae:5996.03027 [1160] validation_0-mae:4384.67041 validation_1-mae:5996.10547 [1161] validation_0-mae:4383.33691 validation_1-mae:5995.70557 [1162] validation_0-mae:4382.40869 validation_1-mae:5995.32422 [1163] validation_0-mae:4380.85791 validation_1-mae:5995.14990 [1164] validation_0-mae:4379.50732 validation_1-mae:5995.26855 [1165] validation_0-mae:4378.73730 validation_1-mae:5995.49609 [1166] validation_0-mae:4378.19434 validation_1-mae:5995.73779 [1167] validation_0-mae:4376.78418 validation_1-mae:5994.96240 [1168] validation_0-mae:4375.85840 validation_1-mae:5994.82617 [1169] validation_0-mae:4374.33887 validation_1-mae:5995.24414 [1170] validation_0-mae:4372.75195 validation_1-mae:5994.96143 [1171] validation_0-mae:4371.78760 validation_1-mae:5995.25781 [1172] validation_0-mae:4370.99853 validation_1-mae:5995.08398 [1173] validation_0-mae:4370.23633 validation_1-mae:5994.89697 [1174] validation_0-mae:4368.66455 validation_1-mae:5994.41797 [1175] validation_0-mae:4367.55176 validation_1-mae:5994.78760 [1176] validation_0-mae:4366.92676 validation_1-mae:5994.98730 [1177] validation_0-mae:4365.37109 validation_1-mae:5994.77978 [1178] validation_0-mae:4363.48096 validation_1-mae:5994.19727 [1179] validation_0-mae:4362.62158 validation_1-mae:5994.51855 [1180] validation_0-mae:4361.37549 validation_1-mae:5995.15234 [1181] validation_0-mae:4360.27588 validation_1-mae:5995.38965 [1182] validation_0-mae:4358.93262 validation_1-mae:5995.29834 [1183] validation_0-mae:4358.12939 validation_1-mae:5995.53369 [1184] validation_0-mae:4357.24170 validation_1-mae:5995.94482 [1185] validation_0-mae:4356.30664 validation_1-mae:5995.28076 [1186] validation_0-mae:4355.60449 validation_1-mae:5994.79590 [1187] validation_0-mae:4354.85254 validation_1-mae:5994.63867 [1188] validation_0-mae:4353.76172 validation_1-mae:5995.13721 [1189] validation_0-mae:4353.14404 validation_1-mae:5995.35303 [1190] validation_0-mae:4352.23633 validation_1-mae:5995.12891 [1191] validation_0-mae:4350.78857 validation_1-mae:5995.71631 [1192] validation_0-mae:4350.72168 validation_1-mae:5995.69873 [1193] validation_0-mae:4349.62451 validation_1-mae:5995.42676 [1194] validation_0-mae:4348.04199 validation_1-mae:5995.85205 [1195] validation_0-mae:4347.27246 validation_1-mae:5996.05762 [1196] validation_0-mae:4346.18115 validation_1-mae:5996.06543 [1197] validation_0-mae:4345.76074 validation_1-mae:5995.84619 [1198] validation_0-mae:4343.55908 validation_1-mae:5995.74805 [1199] validation_0-mae:4342.11475 validation_1-mae:5996.08887 [1200] validation_0-mae:4341.17725 validation_1-mae:5996.25049 [1201] validation_0-mae:4340.45361 validation_1-mae:5995.93652 [1202] validation_0-mae:4339.58057 validation_1-mae:5995.57910 [1203] validation_0-mae:4338.99316 validation_1-mae:5995.08984 [1204] validation_0-mae:4338.12988 validation_1-mae:5994.87012 [1205] validation_0-mae:4336.99121 validation_1-mae:5994.97607 [1206] validation_0-mae:4335.92285 validation_1-mae:5995.00195 [1207] validation_0-mae:4335.01221 validation_1-mae:5995.52246 [1208] validation_0-mae:4333.86670 validation_1-mae:5995.57910 [1209] validation_0-mae:4333.40478 validation_1-mae:5995.70312 [1210] validation_0-mae:4333.21973 validation_1-mae:5995.69629 [1211] validation_0-mae:4332.81201 validation_1-mae:5995.87891 [1212] validation_0-mae:4332.38770 validation_1-mae:5995.82861 [1213] validation_0-mae:4331.12353 validation_1-mae:5994.99219 [1214] validation_0-mae:4330.51660 validation_1-mae:5994.96777 [1215] validation_0-mae:4329.74170 validation_1-mae:5994.70215 [1216] validation_0-mae:4328.76660 validation_1-mae:5994.30713 [1217] validation_0-mae:4327.61572 validation_1-mae:5994.56885 [1218] validation_0-mae:4326.48877 validation_1-mae:5994.71045 [1219] validation_0-mae:4325.93262 validation_1-mae:5994.87402 [1220] validation_0-mae:4325.33154 validation_1-mae:5994.91992 [1221] validation_0-mae:4324.72168 validation_1-mae:5994.78809 [1222] validation_0-mae:4324.12061 validation_1-mae:5994.91162 [1223] validation_0-mae:4323.28125 validation_1-mae:5994.87207 [1224] validation_0-mae:4322.63525 validation_1-mae:5994.84863 [1225] validation_0-mae:4321.97217 validation_1-mae:5994.85352 [1226] validation_0-mae:4321.05420 validation_1-mae:5994.61328 [1227] validation_0-mae:4319.93945 validation_1-mae:5994.99951 [1228] validation_0-mae:4319.53174 validation_1-mae:5995.04004 [1229] validation_0-mae:4319.03076 validation_1-mae:5995.30615 [1230] validation_0-mae:4318.06738 validation_1-mae:5995.25244 [1231] validation_0-mae:4317.41113 validation_1-mae:5995.45068 [1232] validation_0-mae:4315.48779 validation_1-mae:5995.69629 [1233] validation_0-mae:4314.49609 validation_1-mae:5995.37158 [1234] validation_0-mae:4313.86035 validation_1-mae:5995.47070 [1235] validation_0-mae:4313.09912 validation_1-mae:5995.44727 [1236] validation_0-mae:4312.29004 validation_1-mae:5995.43897 [1237] validation_0-mae:4310.60986 validation_1-mae:5995.44189 [1238] validation_0-mae:4309.07715 validation_1-mae:5995.16016 [1239] validation_0-mae:4307.71338 validation_1-mae:5994.90186 [1240] validation_0-mae:4306.13330 validation_1-mae:5994.47168 [1241] validation_0-mae:4304.48389 validation_1-mae:5993.31445 [1242] validation_0-mae:4304.15186 validation_1-mae:5993.49170 [1243] validation_0-mae:4303.74756 validation_1-mae:5993.59814 [1244] validation_0-mae:4302.54688 validation_1-mae:5993.20166 [1245] validation_0-mae:4301.56445 validation_1-mae:5993.76221 [1246] validation_0-mae:4300.92188 validation_1-mae:5993.74365 [1247] validation_0-mae:4300.13770 validation_1-mae:5993.78125 [1248] validation_0-mae:4299.78223 validation_1-mae:5993.86670 [1249] validation_0-mae:4299.14209 validation_1-mae:5994.17480 [1250] validation_0-mae:4298.60547 validation_1-mae:5994.41455 [1251] validation_0-mae:4298.08252 validation_1-mae:5994.44775 [1252] validation_0-mae:4296.90967 validation_1-mae:5994.20020 [1253] validation_0-mae:4295.75391 validation_1-mae:5993.76221 [1254] validation_0-mae:4295.04053 validation_1-mae:5994.28760 [1255] validation_0-mae:4293.52051 validation_1-mae:5994.32520 [1256] validation_0-mae:4292.45605 validation_1-mae:5994.01514 [1257] validation_0-mae:4292.08643 validation_1-mae:5993.75098 [1258] validation_0-mae:4291.72559 validation_1-mae:5993.55811 [1259] validation_0-mae:4291.02100 validation_1-mae:5993.19238 [1260] validation_0-mae:4290.02051 validation_1-mae:5993.01904 [1261] validation_0-mae:4288.61816 validation_1-mae:5992.92676 [1262] validation_0-mae:4287.43359 validation_1-mae:5992.76709 [1263] validation_0-mae:4286.10596 validation_1-mae:5992.30664 [1264] validation_0-mae:4284.91943 validation_1-mae:5992.32324 [1265] validation_0-mae:4284.29102 validation_1-mae:5992.30518 [1266] validation_0-mae:4283.54688 validation_1-mae:5992.10449 [1267] validation_0-mae:4282.80078 validation_1-mae:5992.07031 [1268] validation_0-mae:4282.40283 validation_1-mae:5992.04932 [1269] validation_0-mae:4281.81397 validation_1-mae:5991.86572 [1270] validation_0-mae:4280.22412 validation_1-mae:5991.57910 [1271] validation_0-mae:4279.50195 validation_1-mae:5991.29639 [1272] validation_0-mae:4278.79688 validation_1-mae:5990.66211 [1273] validation_0-mae:4278.28613 validation_1-mae:5990.64111 [1274] validation_0-mae:4277.70117 validation_1-mae:5990.42578 [1275] validation_0-mae:4277.08936 validation_1-mae:5990.27490 [1276] validation_0-mae:4276.61670 validation_1-mae:5990.04492 [1277] validation_0-mae:4276.44434 validation_1-mae:5989.94824 [1278] validation_0-mae:4275.64941 validation_1-mae:5990.04834 [1279] validation_0-mae:4275.48242 validation_1-mae:5990.10693 [1280] validation_0-mae:4275.07666 validation_1-mae:5990.26855 [1281] validation_0-mae:4274.27832 validation_1-mae:5990.44482 [1282] validation_0-mae:4273.58105 validation_1-mae:5990.42139 [1283] validation_0-mae:4273.23828 validation_1-mae:5990.31397 [1284] validation_0-mae:4272.49658 validation_1-mae:5990.70459 [1285] validation_0-mae:4272.11621 validation_1-mae:5990.86768 [1286] validation_0-mae:4271.01758 validation_1-mae:5990.65186 [1287] validation_0-mae:4270.60400 validation_1-mae:5991.13770 [1288] validation_0-mae:4270.56885 validation_1-mae:5991.15332 [1289] validation_0-mae:4270.21875 validation_1-mae:5991.12988 [1290] validation_0-mae:4269.59082 validation_1-mae:5991.11475 [1291] validation_0-mae:4269.22314 validation_1-mae:5991.30664 [1292] validation_0-mae:4268.98389 validation_1-mae:5991.43652 [1293] validation_0-mae:4268.84326 validation_1-mae:5991.44824 [1294] validation_0-mae:4267.88379 validation_1-mae:5991.15820 [1295] validation_0-mae:4267.44922 validation_1-mae:5990.96436 [1296] validation_0-mae:4266.90186 validation_1-mae:5990.90772 [1297] validation_0-mae:4266.77197 validation_1-mae:5990.97559 [1298] validation_0-mae:4266.71582 validation_1-mae:5990.97119 [1299] validation_0-mae:4266.26074 validation_1-mae:5991.07324 [1300] validation_0-mae:4265.27637 validation_1-mae:5991.12256 [1301] validation_0-mae:4264.44873 validation_1-mae:5991.19336 [1302] validation_0-mae:4263.90088 validation_1-mae:5990.91211 [1303] validation_0-mae:4262.88721 validation_1-mae:5990.98096 [1304] validation_0-mae:4261.85254 validation_1-mae:5991.00928 [1305] validation_0-mae:4261.29883 validation_1-mae:5991.25098 [1306] validation_0-mae:4260.92578 validation_1-mae:5991.31738 [1307] validation_0-mae:4260.58057 validation_1-mae:5991.29590 [1308] validation_0-mae:4259.17236 validation_1-mae:5990.93945 [1309] validation_0-mae:4257.78906 validation_1-mae:5990.73926 [1310] validation_0-mae:4256.77637 validation_1-mae:5990.69043 [1311] validation_0-mae:4255.26953 validation_1-mae:5990.53516 [1312] validation_0-mae:4253.46094 validation_1-mae:5990.54297 [1313] validation_0-mae:4252.33789 validation_1-mae:5989.98145 [1314] validation_0-mae:4251.71094 validation_1-mae:5989.66650 [1315] validation_0-mae:4250.10400 validation_1-mae:5988.99902 [1316] validation_0-mae:4248.79980 validation_1-mae:5989.46143 [1317] validation_0-mae:4246.95752 validation_1-mae:5989.96582 [1318] validation_0-mae:4245.45117 validation_1-mae:5989.65918 [1319] validation_0-mae:4244.59082 validation_1-mae:5989.51025 [1320] validation_0-mae:4244.14209 validation_1-mae:5989.65430 [1321] validation_0-mae:4242.94385 validation_1-mae:5989.33301 [1322] validation_0-mae:4242.66699 validation_1-mae:5989.26709 [1323] validation_0-mae:4242.04785 validation_1-mae:5989.24072 [1324] validation_0-mae:4241.39307 validation_1-mae:5989.27246 [1325] validation_0-mae:4240.62207 validation_1-mae:5989.56641 [1326] validation_0-mae:4240.02930 validation_1-mae:5989.80908 [1327] validation_0-mae:4239.16650 validation_1-mae:5989.56494 [1328] validation_0-mae:4238.29150 validation_1-mae:5988.93994 [1329] validation_0-mae:4237.53125 validation_1-mae:5988.96387 [1330] validation_0-mae:4236.85547 validation_1-mae:5989.23779 [1331] validation_0-mae:4236.18799 validation_1-mae:5989.62207 [1332] validation_0-mae:4235.64258 validation_1-mae:5989.69971 [1333] validation_0-mae:4234.74707 validation_1-mae:5989.64355 [1334] validation_0-mae:4233.81641 validation_1-mae:5988.88525 [1335] validation_0-mae:4233.11377 validation_1-mae:5988.81397 [1336] validation_0-mae:4231.98096 validation_1-mae:5989.66846 [1337] validation_0-mae:4231.18262 validation_1-mae:5989.68750 [1338] validation_0-mae:4230.33789 validation_1-mae:5989.44482 [1339] validation_0-mae:4228.95068 validation_1-mae:5988.93897 [1340] validation_0-mae:4227.84228 validation_1-mae:5989.08252 [1341] validation_0-mae:4226.87549 validation_1-mae:5989.05908 [1342] validation_0-mae:4226.22656 validation_1-mae:5989.21191 [1343] validation_0-mae:4225.23535 validation_1-mae:5989.23975 [1344] validation_0-mae:4223.11523 validation_1-mae:5988.89209 [1345] validation_0-mae:4221.59180 validation_1-mae:5989.06934 [1346] validation_0-mae:4220.48389 validation_1-mae:5988.87353 [1347] validation_0-mae:4219.90527 validation_1-mae:5989.20215 [1348] validation_0-mae:4218.67480 validation_1-mae:5989.22022 [1349] validation_0-mae:4217.89990 validation_1-mae:5989.57959 [1350] validation_0-mae:4217.13623 validation_1-mae:5989.88721 [1351] validation_0-mae:4216.31738 validation_1-mae:5989.52246 [1352] validation_0-mae:4215.13135 validation_1-mae:5989.91699 [1353] validation_0-mae:4214.34619 validation_1-mae:5989.97022 [1354] validation_0-mae:4212.78809 validation_1-mae:5989.79883 [1355] validation_0-mae:4212.00537 validation_1-mae:5989.80664 [1356] validation_0-mae:4211.22412 validation_1-mae:5989.61230 [1357] validation_0-mae:4210.77930 validation_1-mae:5989.45068 [1358] validation_0-mae:4210.07617 validation_1-mae:5989.56006 [1359] validation_0-mae:4209.14404 validation_1-mae:5989.31055 [1360] validation_0-mae:4207.97022 validation_1-mae:5988.83740 [1361] validation_0-mae:4207.41504 validation_1-mae:5988.89990 [1362] validation_0-mae:4206.70166 validation_1-mae:5988.43848 [1363] validation_0-mae:4205.91113 validation_1-mae:5988.26172 [1364] validation_0-mae:4204.84766 validation_1-mae:5988.32861 [1365] validation_0-mae:4204.33887 validation_1-mae:5988.39453 [1366] validation_0-mae:4203.43213 validation_1-mae:5988.16797 [1367] validation_0-mae:4202.79443 validation_1-mae:5988.29590 [1368] validation_0-mae:4202.08740 validation_1-mae:5988.51611 [1369] validation_0-mae:4201.52393 validation_1-mae:5988.73877 [1370] validation_0-mae:4200.89746 validation_1-mae:5988.70801 [1371] validation_0-mae:4200.49072 validation_1-mae:5988.53613 [1372] validation_0-mae:4199.46289 validation_1-mae:5988.31006 [1373] validation_0-mae:4199.18799 validation_1-mae:5988.29443 [1374] validation_0-mae:4198.60791 validation_1-mae:5988.28857 [1375] validation_0-mae:4198.32666 validation_1-mae:5988.04736 [1376] validation_0-mae:4197.23584 validation_1-mae:5988.00244 [1377] validation_0-mae:4196.78320 validation_1-mae:5987.80908 [1378] validation_0-mae:4195.24609 validation_1-mae:5988.08105 [1379] validation_0-mae:4194.31348 validation_1-mae:5987.82324 [1380] validation_0-mae:4192.62744 validation_1-mae:5988.02344 [1381] validation_0-mae:4191.05859 validation_1-mae:5988.52393 [1382] validation_0-mae:4189.45996 validation_1-mae:5987.96728 [1383] validation_0-mae:4188.64014 validation_1-mae:5988.16406 [1384] validation_0-mae:4187.63232 validation_1-mae:5988.35693 [1385] validation_0-mae:4187.45801 validation_1-mae:5988.58203 [1386] validation_0-mae:4186.56641 validation_1-mae:5988.54932 [1387] validation_0-mae:4185.77393 validation_1-mae:5988.65772 [1388] validation_0-mae:4184.97803 validation_1-mae:5988.98340 [1389] validation_0-mae:4183.94629 validation_1-mae:5989.42480 [1390] validation_0-mae:4183.25879 validation_1-mae:5989.19971 [1391] validation_0-mae:4182.66162 validation_1-mae:5989.26025 [1392] validation_0-mae:4181.23047 validation_1-mae:5988.80664 [1393] validation_0-mae:4179.93408 validation_1-mae:5988.58154 [1394] validation_0-mae:4178.76318 validation_1-mae:5988.58105 [1395] validation_0-mae:4177.89844 validation_1-mae:5988.22852 [1396] validation_0-mae:4177.41162 validation_1-mae:5988.35547 [1397] validation_0-mae:4176.66699 validation_1-mae:5988.49951 [1398] validation_0-mae:4175.59180 validation_1-mae:5988.57959 [1399] validation_0-mae:4174.93652 validation_1-mae:5988.77100 [1400] validation_0-mae:4174.38281 validation_1-mae:5988.50000 [1401] validation_0-mae:4173.94336 validation_1-mae:5988.17188 [1402] validation_0-mae:4172.49170 validation_1-mae:5988.80518 [1403] validation_0-mae:4170.78174 validation_1-mae:5988.56494 [1404] validation_0-mae:4170.36914 validation_1-mae:5988.78809 [1405] validation_0-mae:4169.84228 validation_1-mae:5988.81543 [1406] validation_0-mae:4168.90430 validation_1-mae:5989.43213 [1407] validation_0-mae:4168.24268 validation_1-mae:5989.18213 [1408] validation_0-mae:4167.63867 validation_1-mae:5989.11182 [1409] validation_0-mae:4166.82471 validation_1-mae:5989.13672 [1410] validation_0-mae:4166.12939 validation_1-mae:5988.99902 [1411] validation_0-mae:4165.34668 validation_1-mae:5988.81738 [1412] validation_0-mae:4164.36963 validation_1-mae:5988.94922 [1413] validation_0-mae:4163.56689 validation_1-mae:5989.05176 [1414] validation_0-mae:4163.01416 validation_1-mae:5989.01611 [1415] validation_0-mae:4162.27051 validation_1-mae:5988.98096 [1416] validation_0-mae:4161.07080 validation_1-mae:5988.67578 [1417] validation_0-mae:4160.27783 validation_1-mae:5988.58887 [1418] validation_0-mae:4159.68262 validation_1-mae:5988.54590 [1419] validation_0-mae:4158.95312 validation_1-mae:5988.74316 [1420] validation_0-mae:4158.23535 validation_1-mae:5988.47510 [1421] validation_0-mae:4157.51660 validation_1-mae:5988.47705 [1422] validation_0-mae:4156.48193 validation_1-mae:5988.19580 [1423] validation_0-mae:4155.84522 validation_1-mae:5988.11670 [1424] validation_0-mae:4155.57178 validation_1-mae:5988.18555 [1425] validation_0-mae:4154.56103 validation_1-mae:5988.09033 [1426] validation_0-mae:4153.72217 validation_1-mae:5987.82666 [1427] validation_0-mae:4152.56250 validation_1-mae:5988.09570 [1428] validation_0-mae:4150.88867 validation_1-mae:5987.48828 [1429] validation_0-mae:4149.94043 validation_1-mae:5987.01758 [1430] validation_0-mae:4148.73975 validation_1-mae:5986.95557 [1431] validation_0-mae:4147.20801 validation_1-mae:5987.21728 [1432] validation_0-mae:4146.67188 validation_1-mae:5986.89551 [1433] validation_0-mae:4145.84375 validation_1-mae:5986.80713 [1434] validation_0-mae:4145.48779 validation_1-mae:5986.88232 [1435] validation_0-mae:4144.22070 validation_1-mae:5986.80078 [1436] validation_0-mae:4143.67139 validation_1-mae:5986.72510 [1437] validation_0-mae:4142.52490 validation_1-mae:5987.05469 [1438] validation_0-mae:4142.02734 validation_1-mae:5987.27344 [1439] validation_0-mae:4140.97314 validation_1-mae:5987.64062 [1440] validation_0-mae:4140.76172 validation_1-mae:5987.64404 [1441] validation_0-mae:4140.68897 validation_1-mae:5987.68799 [1442] validation_0-mae:4139.69727 validation_1-mae:5987.32373 [1443] validation_0-mae:4138.26318 validation_1-mae:5987.43701 [1444] validation_0-mae:4136.62647 validation_1-mae:5986.71680 [1445] validation_0-mae:4135.39941 validation_1-mae:5986.43115 [1446] validation_0-mae:4134.65869 validation_1-mae:5986.50781 [1447] validation_0-mae:4133.57715 validation_1-mae:5986.41650 [1448] validation_0-mae:4132.96826 validation_1-mae:5986.20361 [1449] validation_0-mae:4132.32031 validation_1-mae:5986.43848 [1450] validation_0-mae:4131.40430 validation_1-mae:5986.18897 [1451] validation_0-mae:4130.81934 validation_1-mae:5986.17139 [1452] validation_0-mae:4130.33887 validation_1-mae:5986.17773 [1453] validation_0-mae:4129.73486 validation_1-mae:5986.16406 [1454] validation_0-mae:4128.84912 validation_1-mae:5986.84473 [1455] validation_0-mae:4128.81885 validation_1-mae:5986.88232 [1456] validation_0-mae:4128.12500 validation_1-mae:5987.10547 [1457] validation_0-mae:4127.80566 validation_1-mae:5986.84863 [1458] validation_0-mae:4127.25977 validation_1-mae:5986.85693 [1459] validation_0-mae:4126.90283 validation_1-mae:5986.73926 [1460] validation_0-mae:4125.86719 validation_1-mae:5986.31689 [1461] validation_0-mae:4124.99561 validation_1-mae:5986.23584 [1462] validation_0-mae:4124.20557 validation_1-mae:5986.08496 [1463] validation_0-mae:4122.52002 validation_1-mae:5986.67871 [1464] validation_0-mae:4121.87451 validation_1-mae:5986.58008 [1465] validation_0-mae:4121.10352 validation_1-mae:5986.08887 [1466] validation_0-mae:4119.54590 validation_1-mae:5985.88184 [1467] validation_0-mae:4117.89600 validation_1-mae:5986.05859 [1468] validation_0-mae:4116.33154 validation_1-mae:5985.83154 [1469] validation_0-mae:4114.84326 validation_1-mae:5986.16406 [1470] validation_0-mae:4112.96143 validation_1-mae:5986.71045 [1471] validation_0-mae:4112.30566 validation_1-mae:5987.28223 [1472] validation_0-mae:4111.41113 validation_1-mae:5987.37256 [1473] validation_0-mae:4110.32959 validation_1-mae:5987.04443 [1474] validation_0-mae:4109.62695 validation_1-mae:5987.23438 [1475] validation_0-mae:4108.33008 validation_1-mae:5987.02441 [1476] validation_0-mae:4107.79346 validation_1-mae:5986.85205 [1477] validation_0-mae:4107.17236 validation_1-mae:5987.12695 [1478] validation_0-mae:4106.40869 validation_1-mae:5986.85400 [1479] validation_0-mae:4105.41455 validation_1-mae:5986.40674 [1480] validation_0-mae:4104.91260 validation_1-mae:5986.21143 [1481] validation_0-mae:4104.29883 validation_1-mae:5986.10107 [1482] validation_0-mae:4103.16016 validation_1-mae:5986.10938 [1483] validation_0-mae:4102.66504 validation_1-mae:5986.28223 [1484] validation_0-mae:4102.09619 validation_1-mae:5986.82178 [1485] validation_0-mae:4101.18555 validation_1-mae:5986.27295 [1486] validation_0-mae:4100.06787 validation_1-mae:5986.29932 [1487] validation_0-mae:4099.75391 validation_1-mae:5986.21631 [1488] validation_0-mae:4099.17920 validation_1-mae:5986.03272 [1489] validation_0-mae:4098.05908 validation_1-mae:5986.17139 [1490] validation_0-mae:4097.19824 validation_1-mae:5986.02637 [1491] validation_0-mae:4096.45850 validation_1-mae:5986.07080 [1492] validation_0-mae:4095.73999 validation_1-mae:5986.55127 [1493] validation_0-mae:4095.16064 validation_1-mae:5986.71484 [1494] validation_0-mae:4094.01221 validation_1-mae:5986.85010 [1495] validation_0-mae:4093.33740 validation_1-mae:5986.81250 [1496] validation_0-mae:4092.61108 validation_1-mae:5986.68066 [1497] validation_0-mae:4092.14429 validation_1-mae:5986.83008 [1498] validation_0-mae:4091.72388 validation_1-mae:5986.99853 [1499] validation_0-mae:4091.39746 validation_1-mae:5987.20947 [1500] validation_0-mae:4090.64941 validation_1-mae:5987.77002 [1501] validation_0-mae:4090.16089 validation_1-mae:5987.87695 [1502] validation_0-mae:4088.83813 validation_1-mae:5988.05518 [1503] validation_0-mae:4087.48462 validation_1-mae:5987.81201 [1504] validation_0-mae:4086.95679 validation_1-mae:5987.54248 [1505] validation_0-mae:4086.38647 validation_1-mae:5987.50000 [1506] validation_0-mae:4085.67847 validation_1-mae:5987.61768 [1507] validation_0-mae:4084.95898 validation_1-mae:5987.41016 [1508] validation_0-mae:4084.26099 validation_1-mae:5987.45703 [1509] validation_0-mae:4083.83276 validation_1-mae:5987.29346 [1510] validation_0-mae:4083.21362 validation_1-mae:5987.40430 [1511] validation_0-mae:4082.12671 validation_1-mae:5987.38477 [1512] validation_0-mae:4081.37500 validation_1-mae:5987.80566 [1513] validation_0-mae:4080.57105 validation_1-mae:5988.03760 [1514] validation_0-mae:4079.79419 validation_1-mae:5988.41943 [1515] validation_0-mae:4078.94629 validation_1-mae:5988.01709 [1516] validation_0-mae:4078.33350 validation_1-mae:5987.81201 [1517] validation_0-mae:4077.65479 validation_1-mae:5987.79346 [1518] validation_0-mae:4076.98511 validation_1-mae:5987.76904 [1519] validation_0-mae:4076.79932 validation_1-mae:5987.79395 [1520] validation_0-mae:4076.10205 validation_1-mae:5987.58936 [1521] validation_0-mae:4074.96973 validation_1-mae:5987.46875 [1522] validation_0-mae:4073.81543 validation_1-mae:5986.89209 [1523] validation_0-mae:4073.10181 validation_1-mae:5986.51123 [1524] validation_0-mae:4072.72266 validation_1-mae:5986.65381 [1525] validation_0-mae:4072.33545 validation_1-mae:5986.22168 [1526] validation_0-mae:4071.78076 validation_1-mae:5986.43555 [1527] validation_0-mae:4071.56689 validation_1-mae:5986.28955 [1528] validation_0-mae:4071.54907 validation_1-mae:5986.30762 [1529] validation_0-mae:4071.32690 validation_1-mae:5986.33105 [1530] validation_0-mae:4070.56860 validation_1-mae:5986.36963 [1531] validation_0-mae:4069.31079 validation_1-mae:5986.64307 [1532] validation_0-mae:4068.48511 validation_1-mae:5987.19531 [1533] validation_0-mae:4067.98315 validation_1-mae:5986.89355 [1534] validation_0-mae:4067.62793 validation_1-mae:5986.90430 [1535] validation_0-mae:4067.10522 validation_1-mae:5986.82861 [1536] validation_0-mae:4066.18018 validation_1-mae:5986.81201 [1537] validation_0-mae:4065.14258 validation_1-mae:5986.33252 [1538] validation_0-mae:4064.55859 validation_1-mae:5986.45117 [1539] validation_0-mae:4064.31079 validation_1-mae:5986.51709 [1540] validation_0-mae:4063.23267 validation_1-mae:5986.59375 [1541] validation_0-mae:4062.60498 validation_1-mae:5986.81397 [1542] validation_0-mae:4061.86328 validation_1-mae:5986.84375 [1543] validation_0-mae:4061.13452 validation_1-mae:5987.20215 [1544] validation_0-mae:4060.83911 validation_1-mae:5987.04541 [1545] validation_0-mae:4059.13403 validation_1-mae:5986.82129 [1546] validation_0-mae:4058.59082 validation_1-mae:5986.47900 [1547] validation_0-mae:4057.92310 validation_1-mae:5986.38232 [1548] validation_0-mae:4056.85547 validation_1-mae:5986.46045 [1549] validation_0-mae:4056.32251 validation_1-mae:5986.29541 [1550] validation_0-mae:4055.52124 validation_1-mae:5986.43652 [1551] validation_0-mae:4054.88818 validation_1-mae:5986.50928 [1552] validation_0-mae:4053.18457 validation_1-mae:5986.94189 [1553] validation_0-mae:4051.71606 validation_1-mae:5986.75195 [1554] validation_0-mae:4050.84961 validation_1-mae:5986.78467 [1555] validation_0-mae:4049.29956 validation_1-mae:5986.85303 [1556] validation_0-mae:4048.29346 validation_1-mae:5986.51904 [1557] validation_0-mae:4047.83984 validation_1-mae:5986.59375 [1558] validation_0-mae:4047.03174 validation_1-mae:5986.30225 [1559] validation_0-mae:4046.23022 validation_1-mae:5986.32910 [1560] validation_0-mae:4044.47388 validation_1-mae:5985.68652 [1561] validation_0-mae:4043.21411 validation_1-mae:5985.91162 [1562] validation_0-mae:4042.46436 validation_1-mae:5985.83057 [1563] validation_0-mae:4041.39575 validation_1-mae:5985.72656 [1564] validation_0-mae:4039.95850 validation_1-mae:5985.57080 [1565] validation_0-mae:4038.90186 validation_1-mae:5985.36426 [1566] validation_0-mae:4037.39014 validation_1-mae:5985.54639 [1567] validation_0-mae:4035.79053 validation_1-mae:5985.06103 [1568] validation_0-mae:4033.60498 validation_1-mae:5985.14893 [1569] validation_0-mae:4032.50757 validation_1-mae:5985.84912 [1570] validation_0-mae:4031.16968 validation_1-mae:5985.72022 [1571] validation_0-mae:4030.14038 validation_1-mae:5985.65576 [1572] validation_0-mae:4029.19434 validation_1-mae:5985.73145 [1573] validation_0-mae:4027.45972 validation_1-mae:5985.69482 [1574] validation_0-mae:4026.21289 validation_1-mae:5985.83643 [1575] validation_0-mae:4024.71143 validation_1-mae:5986.09131 [1576] validation_0-mae:4023.79834 validation_1-mae:5986.34180 [1577] validation_0-mae:4023.09375 validation_1-mae:5986.47168 [1578] validation_0-mae:4022.57837 validation_1-mae:5986.53613 [1579] validation_0-mae:4021.25952 validation_1-mae:5986.03760 [1580] validation_0-mae:4019.98950 validation_1-mae:5986.31250 [1581] validation_0-mae:4019.04956 validation_1-mae:5986.57812 [1582] validation_0-mae:4018.26538 validation_1-mae:5987.15820 [1583] validation_0-mae:4017.70166 validation_1-mae:5987.32422 [1584] validation_0-mae:4016.69629 validation_1-mae:5987.31934 [1585] validation_0-mae:4016.10693 validation_1-mae:5987.50049 [1586] validation_0-mae:4015.00171 validation_1-mae:5986.61377 [1587] validation_0-mae:4013.85034 validation_1-mae:5986.26709 [1588] validation_0-mae:4012.79175 validation_1-mae:5986.46338 [1589] validation_0-mae:4011.82739 validation_1-mae:5986.26123 [1590] validation_0-mae:4011.07446 validation_1-mae:5986.19043 [1591] validation_0-mae:4009.60181 validation_1-mae:5985.98486 [1592] validation_0-mae:4008.84277 validation_1-mae:5986.28955 [1593] validation_0-mae:4008.11035 validation_1-mae:5985.90234 [1594] validation_0-mae:4007.77393 validation_1-mae:5985.81201 [1595] validation_0-mae:4007.07935 validation_1-mae:5986.03760 [1596] validation_0-mae:4006.51172 validation_1-mae:5985.97314 [1597] validation_0-mae:4005.91553 validation_1-mae:5985.97461 [1598] validation_0-mae:4004.72900 validation_1-mae:5986.10840 [1599] validation_0-mae:4004.40405 validation_1-mae:5986.05225 [1600] validation_0-mae:4003.56372 validation_1-mae:5985.69043 [1601] validation_0-mae:4003.39062 validation_1-mae:5985.91846 [1602] validation_0-mae:4002.62964 validation_1-mae:5985.93603 [1603] validation_0-mae:4001.64893 validation_1-mae:5986.33105 [1604] validation_0-mae:4000.51636 validation_1-mae:5986.26074 [1605] validation_0-mae:4000.03369 validation_1-mae:5986.35205 [1606] validation_0-mae:3998.95825 validation_1-mae:5986.04004 [1607] validation_0-mae:3998.44458 validation_1-mae:5986.45996 [1608] validation_0-mae:3997.93091 validation_1-mae:5986.73828 [1609] validation_0-mae:3997.08569 validation_1-mae:5986.86621 [1610] validation_0-mae:3996.47559 validation_1-mae:5987.24561 [1611] validation_0-mae:3995.29932 validation_1-mae:5987.36914 [1612] validation_0-mae:3994.78442 validation_1-mae:5987.50342 [1613] validation_0-mae:3994.28906 validation_1-mae:5987.41797 [1614] validation_0-mae:3993.70361 validation_1-mae:5987.27197 [1615] validation_0-mae:3992.89722 validation_1-mae:5987.17871 [1616] validation_0-mae:3992.24365 validation_1-mae:5987.26904 [1617] validation_0-mae:3991.75952 validation_1-mae:5987.28369 [1618] validation_0-mae:3991.18579 validation_1-mae:5986.99853 [1619] validation_0-mae:3990.23608 validation_1-mae:5986.84619 [1620] validation_0-mae:3989.00342 validation_1-mae:5986.33740 [1621] validation_0-mae:3988.32446 validation_1-mae:5986.48047 [1622] validation_0-mae:3987.86548 validation_1-mae:5986.35840 [1623] validation_0-mae:3987.31348 validation_1-mae:5986.46631 [1624] validation_0-mae:3986.63086 validation_1-mae:5986.50977 [1625] validation_0-mae:3985.70117 validation_1-mae:5986.80713 [1626] validation_0-mae:3985.06836 validation_1-mae:5986.57764 [1627] validation_0-mae:3984.25635 validation_1-mae:5986.44287 [1628] validation_0-mae:3983.57227 validation_1-mae:5986.50537 [1629] validation_0-mae:3982.85059 validation_1-mae:5986.31982 [1630] validation_0-mae:3981.70166 validation_1-mae:5985.87500 [1631] validation_0-mae:3981.03955 validation_1-mae:5985.92920 [1632] validation_0-mae:3979.93164 validation_1-mae:5985.83691 [1633] validation_0-mae:3979.12500 validation_1-mae:5985.57861 [1634] validation_0-mae:3978.46704 validation_1-mae:5985.36035 [1635] validation_0-mae:3977.12598 validation_1-mae:5985.60498 [1636] validation_0-mae:3976.57812 validation_1-mae:5985.74561 [1637] validation_0-mae:3976.15723 validation_1-mae:5985.75195 [1638] validation_0-mae:3976.12866 validation_1-mae:5985.83008 [1639] validation_0-mae:3975.91528 validation_1-mae:5985.83545 [1640] validation_0-mae:3975.18408 validation_1-mae:5986.29980 [1641] validation_0-mae:3974.80005 validation_1-mae:5986.08350 [1642] validation_0-mae:3974.18164 validation_1-mae:5985.64111 [1643] validation_0-mae:3973.07178 validation_1-mae:5986.11182 [1644] validation_0-mae:3972.35449 validation_1-mae:5986.15674 [1645] validation_0-mae:3971.56787 validation_1-mae:5986.05664 [1646] validation_0-mae:3970.89819 validation_1-mae:5986.21338 [1647] validation_0-mae:3970.33496 validation_1-mae:5986.21143 [1648] validation_0-mae:3969.17822 validation_1-mae:5986.29199 [1649] validation_0-mae:3968.83374 validation_1-mae:5986.38867 [1650] validation_0-mae:3968.79981 validation_1-mae:5986.43603 [1651] validation_0-mae:3967.71460 validation_1-mae:5986.47412 [1652] validation_0-mae:3966.65698 validation_1-mae:5986.05859 [1653] validation_0-mae:3965.84448 validation_1-mae:5986.26074 [1654] validation_0-mae:3964.98731 validation_1-mae:5985.92578 [1655] validation_0-mae:3964.39770 validation_1-mae:5985.82275 [1656] validation_0-mae:3963.89453 validation_1-mae:5985.72363 [1657] validation_0-mae:3963.48291 validation_1-mae:5985.70117 [1658] validation_0-mae:3962.34009 validation_1-mae:5985.41455 [1659] validation_0-mae:3961.73657 validation_1-mae:5985.54297 [1660] validation_0-mae:3961.12378 validation_1-mae:5985.45703 [1661] validation_0-mae:3960.71704 validation_1-mae:5985.45996 [1662] validation_0-mae:3959.71704 validation_1-mae:5985.50049 [1663] validation_0-mae:3959.00684 validation_1-mae:5985.72754 [1664] validation_0-mae:3957.74756 validation_1-mae:5985.67871 [1665] validation_0-mae:3957.23438 validation_1-mae:5985.58252 [1666] validation_0-mae:3956.24414 validation_1-mae:5985.95654 [1667] validation_0-mae:3955.83887 validation_1-mae:5986.12109 [1668] validation_0-mae:3955.06372 validation_1-mae:5986.54102 [1669] validation_0-mae:3953.91846 validation_1-mae:5986.31689 [1670] validation_0-mae:3953.16333 validation_1-mae:5986.11719 [1671] validation_0-mae:3952.82373 validation_1-mae:5986.19141 [1672] validation_0-mae:3952.01807 validation_1-mae:5986.07617 [1673] validation_0-mae:3951.41382 validation_1-mae:5986.08057 [1674] validation_0-mae:3950.94385 validation_1-mae:5986.01465 [1675] validation_0-mae:3950.17188 validation_1-mae:5986.03662 [1676] validation_0-mae:3949.53345 validation_1-mae:5985.68457 [1677] validation_0-mae:3949.08960 validation_1-mae:5985.78857 [1678] validation_0-mae:3948.26880 validation_1-mae:5986.05664 [1679] validation_0-mae:3947.45581 validation_1-mae:5985.86279 [1680] validation_0-mae:3946.55347 validation_1-mae:5985.59522 [1681] validation_0-mae:3945.88159 validation_1-mae:5985.79004 [1682] validation_0-mae:3945.01709 validation_1-mae:5985.97119 [1683] validation_0-mae:3944.17481 validation_1-mae:5986.04346 [1684] validation_0-mae:3943.63355 validation_1-mae:5985.69531 [1685] validation_0-mae:3943.31104 validation_1-mae:5985.74365 [1686] validation_0-mae:3942.56152 validation_1-mae:5985.98877 [1687] validation_0-mae:3941.39600 validation_1-mae:5986.04639 [1688] validation_0-mae:3940.59619 validation_1-mae:5985.86475 [1689] validation_0-mae:3939.95923 validation_1-mae:5985.92676 [1690] validation_0-mae:3939.48950 validation_1-mae:5986.01318 [1691] validation_0-mae:3938.42163 validation_1-mae:5985.82275 [1692] validation_0-mae:3938.10571 validation_1-mae:5985.82275 [1693] validation_0-mae:3937.56860 validation_1-mae:5985.51465 [1694] validation_0-mae:3937.09082 validation_1-mae:5985.39502 [1695] validation_0-mae:3936.34155 validation_1-mae:5985.22461 [1696] validation_0-mae:3935.72827 validation_1-mae:5985.01025 [1697] validation_0-mae:3935.09546 validation_1-mae:5984.88770 [1698] validation_0-mae:3934.26269 validation_1-mae:5985.25244 [1699] validation_0-mae:3933.46582 validation_1-mae:5984.94141 Dropping: con [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.97461 validation_1-mae:9623.92090 [14] validation_0-mae:9418.90527 validation_1-mae:9233.26269 [15] validation_0-mae:9084.41894 validation_1-mae:8905.83496 [16] validation_0-mae:8802.76660 validation_1-mae:8634.42578 [17] validation_0-mae:8567.56836 validation_1-mae:8409.99414 [18] validation_0-mae:8374.73828 validation_1-mae:8221.81543 [19] validation_0-mae:8211.97070 validation_1-mae:8068.87695 [20] validation_0-mae:8069.25439 validation_1-mae:7937.98145 [21] validation_0-mae:7944.89600 validation_1-mae:7830.06201 [22] validation_0-mae:7846.75684 validation_1-mae:7744.16943 [23] validation_0-mae:7760.49268 validation_1-mae:7675.04102 [24] validation_0-mae:7676.77881 validation_1-mae:7596.69434 [25] validation_0-mae:7604.22461 validation_1-mae:7533.37402 [26] validation_0-mae:7548.76855 validation_1-mae:7486.58984 [27] validation_0-mae:7488.48926 validation_1-mae:7432.33691 [28] validation_0-mae:7439.25342 validation_1-mae:7391.24658 [29] validation_0-mae:7397.08154 validation_1-mae:7357.07471 [30] validation_0-mae:7361.37939 validation_1-mae:7326.60938 [31] validation_0-mae:7320.82324 validation_1-mae:7290.06885 [32] validation_0-mae:7292.41406 validation_1-mae:7272.60205 [33] validation_0-mae:7264.21240 validation_1-mae:7251.97266 [34] validation_0-mae:7233.89893 validation_1-mae:7232.01367 [35] validation_0-mae:7202.42920 validation_1-mae:7207.37061 [36] validation_0-mae:7185.20361 validation_1-mae:7193.95557 [37] validation_0-mae:7167.49853 validation_1-mae:7183.94043 [38] validation_0-mae:7142.06152 validation_1-mae:7162.44141 [39] validation_0-mae:7120.70850 validation_1-mae:7145.30518 [40] validation_0-mae:7102.88379 validation_1-mae:7134.93701 [41] validation_0-mae:7086.71875 validation_1-mae:7122.54297 [42] validation_0-mae:7069.59863 validation_1-mae:7111.80029 [43] validation_0-mae:7049.54834 validation_1-mae:7098.00098 [44] validation_0-mae:7037.07080 validation_1-mae:7087.21436 [45] validation_0-mae:7011.81006 validation_1-mae:7066.77100 [46] validation_0-mae:6988.37256 validation_1-mae:7046.97168 [47] validation_0-mae:6972.49365 validation_1-mae:7038.90381 [48] validation_0-mae:6947.80811 validation_1-mae:7020.42725 [49] validation_0-mae:6933.62598 validation_1-mae:7010.37500 [50] validation_0-mae:6915.70459 validation_1-mae:6997.44629 [51] validation_0-mae:6900.52295 validation_1-mae:6985.17969 [52] validation_0-mae:6889.55273 validation_1-mae:6979.70752 [53] validation_0-mae:6875.63672 validation_1-mae:6970.16650 [54] validation_0-mae:6865.33887 validation_1-mae:6965.74512 [55] validation_0-mae:6847.65918 validation_1-mae:6950.20508 [56] validation_0-mae:6830.95508 validation_1-mae:6935.74170 [57] validation_0-mae:6822.23047 validation_1-mae:6931.60840 [58] validation_0-mae:6810.78613 validation_1-mae:6921.11523 [59] validation_0-mae:6795.55176 validation_1-mae:6907.77148 [60] validation_0-mae:6783.24268 validation_1-mae:6896.88330 [61] validation_0-mae:6770.07471 validation_1-mae:6888.32080 [62] validation_0-mae:6758.66016 validation_1-mae:6881.04150 [63] validation_0-mae:6750.28662 validation_1-mae:6873.57764 [64] validation_0-mae:6736.55908 validation_1-mae:6866.15137 [65] validation_0-mae:6724.63379 validation_1-mae:6856.43066 [66] validation_0-mae:6714.38867 validation_1-mae:6848.77930 [67] validation_0-mae:6697.21875 validation_1-mae:6833.47314 [68] validation_0-mae:6684.79541 validation_1-mae:6824.06738 [69] validation_0-mae:6677.14111 validation_1-mae:6817.65869 [70] validation_0-mae:6668.42969 validation_1-mae:6811.14062 [71] validation_0-mae:6655.24805 validation_1-mae:6800.89746 [72] validation_0-mae:6643.36182 validation_1-mae:6791.46289 [73] validation_0-mae:6635.54541 validation_1-mae:6785.49512 [74] validation_0-mae:6621.15869 validation_1-mae:6774.14258 [75] validation_0-mae:6613.96728 validation_1-mae:6770.45215 [76] validation_0-mae:6605.22998 validation_1-mae:6765.99902 [77] validation_0-mae:6595.77393 validation_1-mae:6758.22607 [78] validation_0-mae:6585.64551 validation_1-mae:6749.91211 [79] validation_0-mae:6575.98682 validation_1-mae:6744.74072 [80] validation_0-mae:6567.26465 validation_1-mae:6738.74365 [81] validation_0-mae:6555.80371 validation_1-mae:6730.93018 [82] validation_0-mae:6550.02246 validation_1-mae:6728.37939 [83] validation_0-mae:6539.61426 validation_1-mae:6719.98389 [84] validation_0-mae:6529.26709 validation_1-mae:6710.61523 [85] validation_0-mae:6518.99121 validation_1-mae:6703.96387 [86] validation_0-mae:6511.02002 validation_1-mae:6699.64893 [87] validation_0-mae:6506.43018 validation_1-mae:6696.79834 [88] validation_0-mae:6496.45996 validation_1-mae:6690.72852 [89] validation_0-mae:6489.98047 validation_1-mae:6686.19189 [90] validation_0-mae:6485.85938 validation_1-mae:6682.39111 [91] validation_0-mae:6474.38037 validation_1-mae:6673.07666 [92] validation_0-mae:6465.73877 validation_1-mae:6668.69629 [93] validation_0-mae:6461.64941 validation_1-mae:6666.51221 [94] validation_0-mae:6454.59228 validation_1-mae:6661.67139 [95] validation_0-mae:6444.29736 validation_1-mae:6653.16260 [96] validation_0-mae:6433.25049 validation_1-mae:6644.80908 [97] validation_0-mae:6422.86914 validation_1-mae:6639.42139 [98] validation_0-mae:6418.43555 validation_1-mae:6636.92871 [99] validation_0-mae:6412.31103 validation_1-mae:6632.18359 [100] validation_0-mae:6405.91699 validation_1-mae:6629.29150 [101] validation_0-mae:6395.82764 validation_1-mae:6622.62451 [102] validation_0-mae:6394.11621 validation_1-mae:6620.89941 [103] validation_0-mae:6388.54297 validation_1-mae:6618.73486 [104] validation_0-mae:6382.18311 validation_1-mae:6615.07275 [105] validation_0-mae:6375.38623 validation_1-mae:6611.03369 [106] validation_0-mae:6369.09033 validation_1-mae:6607.10400 [107] validation_0-mae:6367.33496 validation_1-mae:6605.74121 [108] validation_0-mae:6361.07080 validation_1-mae:6601.09424 [109] validation_0-mae:6353.81885 validation_1-mae:6597.72510 [110] validation_0-mae:6349.09228 validation_1-mae:6593.67285 [111] validation_0-mae:6340.70703 validation_1-mae:6588.18457 [112] validation_0-mae:6335.48242 validation_1-mae:6584.20068 [113] validation_0-mae:6326.88037 validation_1-mae:6576.37744 [114] validation_0-mae:6321.68994 validation_1-mae:6573.95166 [115] validation_0-mae:6314.20312 validation_1-mae:6569.33984 [116] validation_0-mae:6307.93311 validation_1-mae:6564.78272 [117] validation_0-mae:6303.72754 validation_1-mae:6561.66162 [118] validation_0-mae:6299.56494 validation_1-mae:6560.36816 [119] validation_0-mae:6290.54980 validation_1-mae:6553.62793 [120] validation_0-mae:6289.39111 validation_1-mae:6552.94336 [121] validation_0-mae:6283.14404 validation_1-mae:6549.73242 [122] validation_0-mae:6277.28027 validation_1-mae:6545.87744 [123] validation_0-mae:6273.64209 validation_1-mae:6543.64551 [124] validation_0-mae:6269.43213 validation_1-mae:6541.90674 [125] validation_0-mae:6263.68603 validation_1-mae:6537.00928 [126] validation_0-mae:6260.49365 validation_1-mae:6535.78711 [127] validation_0-mae:6254.76953 validation_1-mae:6531.73682 [128] validation_0-mae:6247.04395 validation_1-mae:6527.44043 [129] validation_0-mae:6241.19727 validation_1-mae:6524.55664 [130] validation_0-mae:6235.21582 validation_1-mae:6520.67822 [131] validation_0-mae:6233.55566 validation_1-mae:6519.79297 [132] validation_0-mae:6230.04004 validation_1-mae:6519.24658 [133] validation_0-mae:6222.28906 validation_1-mae:6511.22363 [134] validation_0-mae:6216.60498 validation_1-mae:6509.04883 [135] validation_0-mae:6212.63525 validation_1-mae:6506.26367 [136] validation_0-mae:6207.01172 validation_1-mae:6503.45654 [137] validation_0-mae:6204.79199 validation_1-mae:6502.68945 [138] validation_0-mae:6200.70557 validation_1-mae:6500.78076 [139] validation_0-mae:6196.08545 validation_1-mae:6497.03564 [140] validation_0-mae:6194.98730 validation_1-mae:6495.79932 [141] validation_0-mae:6188.86182 validation_1-mae:6491.76465 [142] validation_0-mae:6182.84033 validation_1-mae:6486.51221 [143] validation_0-mae:6177.58252 validation_1-mae:6482.50879 [144] validation_0-mae:6170.98486 validation_1-mae:6479.68018 [145] validation_0-mae:6167.31543 validation_1-mae:6479.66113 [146] validation_0-mae:6164.46777 validation_1-mae:6479.00635 [147] validation_0-mae:6160.04980 validation_1-mae:6476.16943 [148] validation_0-mae:6157.29883 validation_1-mae:6476.06543 [149] validation_0-mae:6154.69873 validation_1-mae:6475.50830 [150] validation_0-mae:6152.41406 validation_1-mae:6474.15039 [151] validation_0-mae:6149.11279 validation_1-mae:6472.67969 [152] validation_0-mae:6144.65283 validation_1-mae:6470.35059 [153] validation_0-mae:6140.21289 validation_1-mae:6468.69873 [154] validation_0-mae:6136.98291 validation_1-mae:6465.61963 [155] validation_0-mae:6135.26465 validation_1-mae:6464.95947 [156] validation_0-mae:6129.42334 validation_1-mae:6462.44580 [157] validation_0-mae:6125.70361 validation_1-mae:6460.71143 [158] validation_0-mae:6121.32764 validation_1-mae:6458.49902 [159] validation_0-mae:6114.56348 validation_1-mae:6454.25098 [160] validation_0-mae:6111.27930 validation_1-mae:6453.67432 [161] validation_0-mae:6105.33398 validation_1-mae:6448.62891 [162] validation_0-mae:6098.36133 validation_1-mae:6442.65527 [163] validation_0-mae:6093.85889 validation_1-mae:6440.05908 [164] validation_0-mae:6092.16211 validation_1-mae:6439.64746 [165] validation_0-mae:6090.81592 validation_1-mae:6439.47363 [166] validation_0-mae:6084.85840 validation_1-mae:6435.54883 [167] validation_0-mae:6081.42578 validation_1-mae:6435.05566 [168] validation_0-mae:6078.07861 validation_1-mae:6433.99853 [169] validation_0-mae:6074.00732 validation_1-mae:6432.81934 [170] validation_0-mae:6071.22266 validation_1-mae:6430.93799 [171] validation_0-mae:6066.97314 validation_1-mae:6428.66113 [172] validation_0-mae:6064.81934 validation_1-mae:6427.69238 [173] validation_0-mae:6058.51270 validation_1-mae:6424.59326 [174] validation_0-mae:6055.78125 validation_1-mae:6423.03467 [175] validation_0-mae:6053.07812 validation_1-mae:6422.30176 [176] validation_0-mae:6050.57520 validation_1-mae:6420.83447 [177] validation_0-mae:6046.00293 validation_1-mae:6419.53076 [178] validation_0-mae:6042.67822 validation_1-mae:6417.05127 [179] validation_0-mae:6039.86768 validation_1-mae:6415.66113 [180] validation_0-mae:6036.77197 validation_1-mae:6414.67725 [181] validation_0-mae:6032.47559 validation_1-mae:6411.54639 [182] validation_0-mae:6025.92969 validation_1-mae:6406.71875 [183] validation_0-mae:6022.47949 validation_1-mae:6405.53223 [184] validation_0-mae:6021.92627 validation_1-mae:6404.85547 [185] validation_0-mae:6018.78027 validation_1-mae:6403.54346 [186] validation_0-mae:6013.85547 validation_1-mae:6399.78223 [187] validation_0-mae:6009.14600 validation_1-mae:6398.64941 [188] validation_0-mae:6006.69287 validation_1-mae:6398.08057 [189] validation_0-mae:6004.92236 validation_1-mae:6398.01025 [190] validation_0-mae:6002.72168 validation_1-mae:6396.95459 [191] validation_0-mae:6000.66943 validation_1-mae:6396.48779 [192] validation_0-mae:5997.71924 validation_1-mae:6396.35107 [193] validation_0-mae:5992.81494 validation_1-mae:6394.39746 [194] validation_0-mae:5988.95801 validation_1-mae:6392.68897 [195] validation_0-mae:5985.65869 validation_1-mae:6391.96338 [196] validation_0-mae:5980.75098 validation_1-mae:6390.43359 [197] validation_0-mae:5979.02637 validation_1-mae:6389.41602 [198] validation_0-mae:5976.17969 validation_1-mae:6387.73438 [199] validation_0-mae:5970.75439 validation_1-mae:6383.26758 [200] validation_0-mae:5966.57568 validation_1-mae:6381.40478 [201] validation_0-mae:5962.13184 validation_1-mae:6380.00195 [202] validation_0-mae:5960.72803 validation_1-mae:6378.79980 [203] validation_0-mae:5956.93506 validation_1-mae:6377.09375 [204] validation_0-mae:5953.33203 validation_1-mae:6375.44824 [205] validation_0-mae:5947.92383 validation_1-mae:6372.36230 [206] validation_0-mae:5945.55566 validation_1-mae:6370.82666 [207] validation_0-mae:5942.58496 validation_1-mae:6369.73682 [208] validation_0-mae:5934.77051 validation_1-mae:6364.70117 [209] validation_0-mae:5931.44678 validation_1-mae:6363.92920 [210] validation_0-mae:5930.28125 validation_1-mae:6363.30078 [211] validation_0-mae:5927.28711 validation_1-mae:6363.06934 [212] validation_0-mae:5926.09375 validation_1-mae:6363.03516 [213] validation_0-mae:5921.23633 validation_1-mae:6360.60498 [214] validation_0-mae:5918.21924 validation_1-mae:6359.67188 [215] validation_0-mae:5913.69043 validation_1-mae:6357.23828 [216] validation_0-mae:5907.55713 validation_1-mae:6355.09570 [217] validation_0-mae:5904.39844 validation_1-mae:6353.74951 [218] validation_0-mae:5902.24170 validation_1-mae:6353.38721 [219] validation_0-mae:5899.01172 validation_1-mae:6352.24707 [220] validation_0-mae:5897.69824 validation_1-mae:6352.22412 [221] validation_0-mae:5894.70410 validation_1-mae:6350.69873 [222] validation_0-mae:5892.70654 validation_1-mae:6349.92578 [223] validation_0-mae:5890.08154 validation_1-mae:6348.27978 [224] validation_0-mae:5884.31055 validation_1-mae:6346.75586 [225] validation_0-mae:5879.67285 validation_1-mae:6345.22705 [226] validation_0-mae:5876.88037 validation_1-mae:6344.17773 [227] validation_0-mae:5872.64258 validation_1-mae:6343.26367 [228] validation_0-mae:5871.08398 validation_1-mae:6342.28564 [229] validation_0-mae:5866.80273 validation_1-mae:6339.10645 [230] validation_0-mae:5863.79785 validation_1-mae:6336.58887 [231] validation_0-mae:5861.48730 validation_1-mae:6336.15234 [232] validation_0-mae:5857.62647 validation_1-mae:6333.94629 [233] validation_0-mae:5855.48193 validation_1-mae:6333.48926 [234] validation_0-mae:5854.86816 validation_1-mae:6333.76221 [235] validation_0-mae:5851.67041 validation_1-mae:6332.96777 [236] validation_0-mae:5849.29590 validation_1-mae:6332.81103 [237] validation_0-mae:5847.73340 validation_1-mae:6332.46973 [238] validation_0-mae:5844.33154 validation_1-mae:6330.70215 [239] validation_0-mae:5841.38623 validation_1-mae:6328.71533 [240] validation_0-mae:5837.24951 validation_1-mae:6326.14746 [241] validation_0-mae:5834.35107 validation_1-mae:6324.68018 [242] validation_0-mae:5831.82959 validation_1-mae:6323.13135 [243] validation_0-mae:5828.57080 validation_1-mae:6323.14307 [244] validation_0-mae:5825.76904 validation_1-mae:6321.78955 [245] validation_0-mae:5820.71631 validation_1-mae:6319.08691 [246] validation_0-mae:5817.75586 validation_1-mae:6318.78467 [247] validation_0-mae:5814.73340 validation_1-mae:6316.65625 [248] validation_0-mae:5810.75000 validation_1-mae:6315.05029 [249] validation_0-mae:5810.27148 validation_1-mae:6315.01221 [250] validation_0-mae:5807.62353 validation_1-mae:6315.38330 [251] validation_0-mae:5805.69287 validation_1-mae:6314.72607 [252] validation_0-mae:5802.14355 validation_1-mae:6313.67334 [253] validation_0-mae:5799.65088 validation_1-mae:6313.67041 [254] validation_0-mae:5797.81641 validation_1-mae:6312.83252 [255] validation_0-mae:5796.98828 validation_1-mae:6312.57520 [256] validation_0-mae:5795.79248 validation_1-mae:6312.15088 [257] validation_0-mae:5791.90527 validation_1-mae:6310.94043 [258] validation_0-mae:5789.97949 validation_1-mae:6309.77686 [259] validation_0-mae:5788.05908 validation_1-mae:6310.46289 [260] validation_0-mae:5784.85254 validation_1-mae:6309.51074 [261] validation_0-mae:5780.25977 validation_1-mae:6306.96338 [262] validation_0-mae:5778.78174 validation_1-mae:6307.03613 [263] validation_0-mae:5776.10889 validation_1-mae:6306.61426 [264] validation_0-mae:5775.12061 validation_1-mae:6305.74561 [265] validation_0-mae:5770.83887 validation_1-mae:6303.02100 [266] validation_0-mae:5766.57617 validation_1-mae:6301.10693 [267] validation_0-mae:5761.84180 validation_1-mae:6298.52783 [268] validation_0-mae:5759.04199 validation_1-mae:6297.03955 [269] validation_0-mae:5756.61572 validation_1-mae:6296.23877 [270] validation_0-mae:5750.28564 validation_1-mae:6292.20654 [271] validation_0-mae:5747.52832 validation_1-mae:6292.31543 [272] validation_0-mae:5743.64355 validation_1-mae:6290.88525 [273] validation_0-mae:5740.69287 validation_1-mae:6289.70508 [274] validation_0-mae:5736.94336 validation_1-mae:6286.50928 [275] validation_0-mae:5729.17871 validation_1-mae:6282.84375 [276] validation_0-mae:5725.87500 validation_1-mae:6281.94971 [277] validation_0-mae:5724.53467 validation_1-mae:6281.55371 [278] validation_0-mae:5722.33057 validation_1-mae:6280.24121 [279] validation_0-mae:5719.88867 validation_1-mae:6279.74023 [280] validation_0-mae:5718.82129 validation_1-mae:6279.35498 [281] validation_0-mae:5716.36572 validation_1-mae:6278.61914 [282] validation_0-mae:5714.89795 validation_1-mae:6278.81592 [283] validation_0-mae:5711.46973 validation_1-mae:6276.77197 [284] validation_0-mae:5710.56738 validation_1-mae:6276.10010 [285] validation_0-mae:5707.13379 validation_1-mae:6273.59082 [286] validation_0-mae:5706.31055 validation_1-mae:6273.91748 [287] validation_0-mae:5703.50635 validation_1-mae:6273.69531 [288] validation_0-mae:5702.25391 validation_1-mae:6273.21728 [289] validation_0-mae:5698.50586 validation_1-mae:6270.57178 [290] validation_0-mae:5696.37793 validation_1-mae:6269.91699 [291] validation_0-mae:5695.09766 validation_1-mae:6269.49756 [292] validation_0-mae:5693.56494 validation_1-mae:6269.54980 [293] validation_0-mae:5690.26172 validation_1-mae:6268.36328 [294] validation_0-mae:5687.14844 validation_1-mae:6265.71240 [295] validation_0-mae:5685.16602 validation_1-mae:6265.81787 [296] validation_0-mae:5683.02686 validation_1-mae:6264.88916 [297] validation_0-mae:5680.68799 validation_1-mae:6263.33740 [298] validation_0-mae:5679.19238 validation_1-mae:6263.28760 [299] validation_0-mae:5675.50781 validation_1-mae:6263.98633 [300] validation_0-mae:5673.84424 validation_1-mae:6263.02393 [301] validation_0-mae:5672.93408 validation_1-mae:6262.73340 [302] validation_0-mae:5670.18799 validation_1-mae:6262.80811 [303] validation_0-mae:5668.77539 validation_1-mae:6263.21289 [304] validation_0-mae:5666.52002 validation_1-mae:6263.35547 [305] validation_0-mae:5664.99805 validation_1-mae:6263.05127 [306] validation_0-mae:5664.00342 validation_1-mae:6262.82227 [307] validation_0-mae:5657.59863 validation_1-mae:6260.17529 [308] validation_0-mae:5652.77100 validation_1-mae:6257.16357 [309] validation_0-mae:5652.20996 validation_1-mae:6257.35449 [310] validation_0-mae:5649.81299 validation_1-mae:6256.38965 [311] validation_0-mae:5644.39893 validation_1-mae:6255.09570 [312] validation_0-mae:5642.49512 validation_1-mae:6254.45459 [313] validation_0-mae:5639.98291 validation_1-mae:6253.11475 [314] validation_0-mae:5637.20850 validation_1-mae:6250.69434 [315] validation_0-mae:5634.36328 validation_1-mae:6249.52978 [316] validation_0-mae:5632.06250 validation_1-mae:6248.49316 [317] validation_0-mae:5631.16650 validation_1-mae:6248.05518 [318] validation_0-mae:5629.07666 validation_1-mae:6247.63818 [319] validation_0-mae:5625.78174 validation_1-mae:6246.24023 [320] validation_0-mae:5620.75684 validation_1-mae:6243.14209 [321] validation_0-mae:5619.58936 validation_1-mae:6242.77441 [322] validation_0-mae:5618.62842 validation_1-mae:6243.03369 [323] validation_0-mae:5616.80176 validation_1-mae:6241.98291 [324] validation_0-mae:5611.08545 validation_1-mae:6239.37842 [325] validation_0-mae:5609.24072 validation_1-mae:6239.66455 [326] validation_0-mae:5608.28857 validation_1-mae:6238.86914 [327] validation_0-mae:5605.83154 validation_1-mae:6236.80713 [328] validation_0-mae:5600.38770 validation_1-mae:6233.27100 [329] validation_0-mae:5597.08154 validation_1-mae:6233.25098 [330] validation_0-mae:5594.45801 validation_1-mae:6231.31934 [331] validation_0-mae:5592.41553 validation_1-mae:6230.52246 [332] validation_0-mae:5588.16064 validation_1-mae:6228.61377 [333] validation_0-mae:5586.59961 validation_1-mae:6228.42090 [334] validation_0-mae:5584.91211 validation_1-mae:6227.36426 [335] validation_0-mae:5584.12891 validation_1-mae:6226.96631 [336] validation_0-mae:5580.74072 validation_1-mae:6226.54785 [337] validation_0-mae:5577.24365 validation_1-mae:6224.53809 [338] validation_0-mae:5574.66943 validation_1-mae:6223.60303 [339] validation_0-mae:5571.26611 validation_1-mae:6222.96973 [340] validation_0-mae:5569.11768 validation_1-mae:6222.30811 [341] validation_0-mae:5566.87256 validation_1-mae:6221.08447 [342] validation_0-mae:5563.53223 validation_1-mae:6219.42725 [343] validation_0-mae:5560.39502 validation_1-mae:6218.06445 [344] validation_0-mae:5556.46973 validation_1-mae:6215.05664 [345] validation_0-mae:5555.04053 validation_1-mae:6214.47266 [346] validation_0-mae:5553.77734 validation_1-mae:6213.78223 [347] validation_0-mae:5551.26855 validation_1-mae:6213.22314 [348] validation_0-mae:5550.41992 validation_1-mae:6213.44043 [349] validation_0-mae:5548.15869 validation_1-mae:6212.89941 [350] validation_0-mae:5545.63281 validation_1-mae:6211.55420 [351] validation_0-mae:5542.57178 validation_1-mae:6211.31885 [352] validation_0-mae:5540.44580 validation_1-mae:6211.60010 [353] validation_0-mae:5538.72949 validation_1-mae:6210.33594 [354] validation_0-mae:5536.39746 validation_1-mae:6209.17236 [355] validation_0-mae:5535.01807 validation_1-mae:6208.48047 [356] validation_0-mae:5532.18164 validation_1-mae:6208.45166 [357] validation_0-mae:5528.30078 validation_1-mae:6206.47607 [358] validation_0-mae:5525.41309 validation_1-mae:6206.09570 [359] validation_0-mae:5524.07373 validation_1-mae:6205.27100 [360] validation_0-mae:5522.48438 validation_1-mae:6204.87744 [361] validation_0-mae:5519.72803 validation_1-mae:6203.87305 [362] validation_0-mae:5517.31934 validation_1-mae:6202.71191 [363] validation_0-mae:5516.34522 validation_1-mae:6202.70605 [364] validation_0-mae:5515.84375 validation_1-mae:6202.30273 [365] validation_0-mae:5513.54736 validation_1-mae:6201.58643 [366] validation_0-mae:5512.18555 validation_1-mae:6201.29395 [367] validation_0-mae:5511.46240 validation_1-mae:6200.97510 [368] validation_0-mae:5508.73779 validation_1-mae:6200.67529 [369] validation_0-mae:5507.32568 validation_1-mae:6200.15478 [370] validation_0-mae:5504.60986 validation_1-mae:6199.47754 [371] validation_0-mae:5502.20947 validation_1-mae:6197.62109 [372] validation_0-mae:5500.06494 validation_1-mae:6197.32275 [373] validation_0-mae:5497.64551 validation_1-mae:6196.40137 [374] validation_0-mae:5495.74365 validation_1-mae:6195.40381 [375] validation_0-mae:5493.32764 validation_1-mae:6194.72119 [376] validation_0-mae:5492.06592 validation_1-mae:6195.10547 [377] validation_0-mae:5490.46533 validation_1-mae:6194.32373 [378] validation_0-mae:5488.70361 validation_1-mae:6193.29932 [379] validation_0-mae:5487.23926 validation_1-mae:6192.92871 [380] validation_0-mae:5484.88965 validation_1-mae:6192.92773 [381] validation_0-mae:5483.77978 validation_1-mae:6192.94727 [382] validation_0-mae:5482.37988 validation_1-mae:6193.02393 [383] validation_0-mae:5482.11084 validation_1-mae:6192.81592 [384] validation_0-mae:5480.20557 validation_1-mae:6192.28076 [385] validation_0-mae:5476.05322 validation_1-mae:6190.04688 [386] validation_0-mae:5474.02490 validation_1-mae:6189.29492 [387] validation_0-mae:5470.17725 validation_1-mae:6187.02295 [388] validation_0-mae:5468.84814 validation_1-mae:6186.34473 [389] validation_0-mae:5467.72510 validation_1-mae:6185.93555 [390] validation_0-mae:5465.24707 validation_1-mae:6184.60840 [391] validation_0-mae:5463.33154 validation_1-mae:6183.79150 [392] validation_0-mae:5461.84814 validation_1-mae:6182.42725 [393] validation_0-mae:5461.32568 validation_1-mae:6182.13525 [394] validation_0-mae:5459.37647 validation_1-mae:6181.41016 [395] validation_0-mae:5458.50635 validation_1-mae:6181.36377 [396] validation_0-mae:5455.28223 validation_1-mae:6179.42529 [397] validation_0-mae:5454.08105 validation_1-mae:6179.65674 [398] validation_0-mae:5453.19385 validation_1-mae:6179.77393 [399] validation_0-mae:5452.05322 validation_1-mae:6179.10254 [400] validation_0-mae:5449.76758 validation_1-mae:6179.22607 [401] validation_0-mae:5445.46436 validation_1-mae:6175.36523 [402] validation_0-mae:5443.64209 validation_1-mae:6174.36670 [403] validation_0-mae:5439.22168 validation_1-mae:6173.78662 [404] validation_0-mae:5437.54443 validation_1-mae:6172.83350 [405] validation_0-mae:5435.12988 validation_1-mae:6171.26855 [406] validation_0-mae:5433.53272 validation_1-mae:6171.22754 [407] validation_0-mae:5432.60889 validation_1-mae:6171.05420 [408] validation_0-mae:5430.38672 validation_1-mae:6170.90576 [409] validation_0-mae:5430.16113 validation_1-mae:6170.94189 [410] validation_0-mae:5429.91846 validation_1-mae:6170.75879 [411] validation_0-mae:5428.49316 validation_1-mae:6170.40625 [412] validation_0-mae:5425.66016 validation_1-mae:6170.88623 [413] validation_0-mae:5422.78516 validation_1-mae:6169.51074 [414] validation_0-mae:5419.99170 validation_1-mae:6168.43164 [415] validation_0-mae:5418.40332 validation_1-mae:6168.16846 [416] validation_0-mae:5415.64258 validation_1-mae:6167.17480 [417] validation_0-mae:5414.45459 validation_1-mae:6166.51709 [418] validation_0-mae:5411.95703 validation_1-mae:6166.12451 [419] validation_0-mae:5410.21045 validation_1-mae:6165.79199 [420] validation_0-mae:5407.29590 validation_1-mae:6165.48389 [421] validation_0-mae:5404.84033 validation_1-mae:6163.85889 [422] validation_0-mae:5403.97168 validation_1-mae:6163.72119 [423] validation_0-mae:5400.66309 validation_1-mae:6162.03662 [424] validation_0-mae:5399.37744 validation_1-mae:6162.13086 [425] validation_0-mae:5397.39258 validation_1-mae:6162.31348 [426] validation_0-mae:5393.58447 validation_1-mae:6160.68018 [427] validation_0-mae:5391.39062 validation_1-mae:6159.30322 [428] validation_0-mae:5388.87061 validation_1-mae:6157.86621 [429] validation_0-mae:5387.45850 validation_1-mae:6157.54834 [430] validation_0-mae:5384.44824 validation_1-mae:6155.85645 [431] validation_0-mae:5384.31787 validation_1-mae:6155.90332 [432] validation_0-mae:5381.98242 validation_1-mae:6156.84717 [433] validation_0-mae:5379.44238 validation_1-mae:6157.10693 [434] validation_0-mae:5377.32617 validation_1-mae:6156.06836 [435] validation_0-mae:5373.00049 validation_1-mae:6154.43994 [436] validation_0-mae:5369.84619 validation_1-mae:6153.29395 [437] validation_0-mae:5367.30127 validation_1-mae:6152.33838 [438] validation_0-mae:5365.13428 validation_1-mae:6151.98486 [439] validation_0-mae:5364.13086 validation_1-mae:6151.88232 [440] validation_0-mae:5362.84619 validation_1-mae:6152.16455 [441] validation_0-mae:5361.51123 validation_1-mae:6151.97754 [442] validation_0-mae:5360.29443 validation_1-mae:6151.62549 [443] validation_0-mae:5359.08496 validation_1-mae:6152.15234 [444] validation_0-mae:5356.69678 validation_1-mae:6151.68945 [445] validation_0-mae:5353.07666 validation_1-mae:6150.61914 [446] validation_0-mae:5351.18945 validation_1-mae:6149.52002 [447] validation_0-mae:5348.94727 validation_1-mae:6149.42383 [448] validation_0-mae:5347.83691 validation_1-mae:6149.22363 [449] validation_0-mae:5345.61572 validation_1-mae:6148.22168 [450] validation_0-mae:5344.69092 validation_1-mae:6148.28369 [451] validation_0-mae:5344.13916 validation_1-mae:6148.14600 [452] validation_0-mae:5342.03809 validation_1-mae:6147.69629 [453] validation_0-mae:5339.19678 validation_1-mae:6146.19580 [454] validation_0-mae:5338.02148 validation_1-mae:6145.50293 [455] validation_0-mae:5336.19727 validation_1-mae:6145.06592 [456] validation_0-mae:5334.68897 validation_1-mae:6145.29590 [457] validation_0-mae:5333.26123 validation_1-mae:6145.65332 [458] validation_0-mae:5332.48584 validation_1-mae:6145.17334 [459] validation_0-mae:5330.54688 validation_1-mae:6143.44531 [460] validation_0-mae:5329.13477 validation_1-mae:6143.55176 [461] validation_0-mae:5328.39355 validation_1-mae:6143.05811 [462] validation_0-mae:5326.30078 validation_1-mae:6142.48779 [463] validation_0-mae:5322.69092 validation_1-mae:6140.23486 [464] validation_0-mae:5321.92432 validation_1-mae:6140.58057 [465] validation_0-mae:5319.98389 validation_1-mae:6141.05908 [466] validation_0-mae:5318.77734 validation_1-mae:6141.27686 [467] validation_0-mae:5318.11426 validation_1-mae:6141.12207 [468] validation_0-mae:5316.13770 validation_1-mae:6140.91797 [469] validation_0-mae:5312.19287 validation_1-mae:6139.53418 [470] validation_0-mae:5310.11572 validation_1-mae:6139.28272 [471] validation_0-mae:5309.15137 validation_1-mae:6139.50928 [472] validation_0-mae:5307.63721 validation_1-mae:6139.51465 [473] validation_0-mae:5306.56055 validation_1-mae:6139.31299 [474] validation_0-mae:5304.46875 validation_1-mae:6138.69043 [475] validation_0-mae:5302.99756 validation_1-mae:6138.16553 [476] validation_0-mae:5301.75586 validation_1-mae:6138.25195 [477] validation_0-mae:5301.13770 validation_1-mae:6138.33545 [478] validation_0-mae:5300.79248 validation_1-mae:6138.62744 [479] validation_0-mae:5299.12695 validation_1-mae:6138.17822 [480] validation_0-mae:5298.41895 validation_1-mae:6138.22022 [481] validation_0-mae:5296.66797 validation_1-mae:6137.71826 [482] validation_0-mae:5293.71484 validation_1-mae:6137.58203 [483] validation_0-mae:5291.20166 validation_1-mae:6137.80371 [484] validation_0-mae:5288.28711 validation_1-mae:6138.72217 [485] validation_0-mae:5286.72754 validation_1-mae:6138.83643 [486] validation_0-mae:5286.37939 validation_1-mae:6138.80762 [487] validation_0-mae:5285.04102 validation_1-mae:6138.95410 [488] validation_0-mae:5284.10352 validation_1-mae:6139.20703 [489] validation_0-mae:5283.28467 validation_1-mae:6139.34619 [490] validation_0-mae:5280.81689 validation_1-mae:6138.24414 [491] validation_0-mae:5278.10449 validation_1-mae:6136.78272 [492] validation_0-mae:5276.96924 validation_1-mae:6136.48340 [493] validation_0-mae:5273.60400 validation_1-mae:6135.47363 [494] validation_0-mae:5271.14844 validation_1-mae:6134.46777 [495] validation_0-mae:5269.90039 validation_1-mae:6133.86914 [496] validation_0-mae:5268.73633 validation_1-mae:6134.03662 [497] validation_0-mae:5267.48682 validation_1-mae:6133.30225 [498] validation_0-mae:5265.87598 validation_1-mae:6133.21533 [499] validation_0-mae:5264.29297 validation_1-mae:6133.42578 [500] validation_0-mae:5262.15625 validation_1-mae:6132.05225 [501] validation_0-mae:5261.47022 validation_1-mae:6131.77588 [502] validation_0-mae:5260.09424 validation_1-mae:6132.19824 [503] validation_0-mae:5259.82227 validation_1-mae:6132.18897 [504] validation_0-mae:5259.64551 validation_1-mae:6132.30615 [505] validation_0-mae:5259.04639 validation_1-mae:6132.70703 [506] validation_0-mae:5255.66162 validation_1-mae:6131.23145 [507] validation_0-mae:5254.84522 validation_1-mae:6131.54199 [508] validation_0-mae:5253.38867 validation_1-mae:6131.37939 [509] validation_0-mae:5250.92676 validation_1-mae:6131.52100 [510] validation_0-mae:5249.95361 validation_1-mae:6131.84375 [511] validation_0-mae:5247.57471 validation_1-mae:6130.54883 [512] validation_0-mae:5245.51172 validation_1-mae:6129.21094 [513] validation_0-mae:5243.68018 validation_1-mae:6128.87744 [514] validation_0-mae:5241.13477 validation_1-mae:6128.15430 [515] validation_0-mae:5239.79346 validation_1-mae:6128.27002 [516] validation_0-mae:5238.82275 validation_1-mae:6128.25928 [517] validation_0-mae:5237.68799 validation_1-mae:6128.12842 [518] validation_0-mae:5236.46289 validation_1-mae:6128.05518 [519] validation_0-mae:5235.02588 validation_1-mae:6128.31787 [520] validation_0-mae:5232.62647 validation_1-mae:6128.27246 [521] validation_0-mae:5228.35107 validation_1-mae:6127.09522 [522] validation_0-mae:5226.15576 validation_1-mae:6126.74902 [523] validation_0-mae:5224.10205 validation_1-mae:6126.11914 [524] validation_0-mae:5221.78076 validation_1-mae:6124.62598 [525] validation_0-mae:5220.43457 validation_1-mae:6124.76807 [526] validation_0-mae:5218.14160 validation_1-mae:6124.20410 [527] validation_0-mae:5215.52002 validation_1-mae:6124.12061 [528] validation_0-mae:5215.37549 validation_1-mae:6124.10254 [529] validation_0-mae:5215.29053 validation_1-mae:6124.03906 [530] validation_0-mae:5213.09033 validation_1-mae:6123.20410 [531] validation_0-mae:5210.44629 validation_1-mae:6124.40039 [532] validation_0-mae:5208.01807 validation_1-mae:6123.32568 [533] validation_0-mae:5205.60254 validation_1-mae:6122.33154 [534] validation_0-mae:5203.55420 validation_1-mae:6122.26172 [535] validation_0-mae:5201.53272 validation_1-mae:6122.27783 [536] validation_0-mae:5199.28369 validation_1-mae:6122.23389 [537] validation_0-mae:5198.16406 validation_1-mae:6121.64111 [538] validation_0-mae:5196.17627 validation_1-mae:6120.69092 [539] validation_0-mae:5194.28272 validation_1-mae:6119.78076 [540] validation_0-mae:5192.27002 validation_1-mae:6119.09228 [541] validation_0-mae:5191.52832 validation_1-mae:6119.11914 [542] validation_0-mae:5190.33154 validation_1-mae:6118.82178 [543] validation_0-mae:5188.65723 validation_1-mae:6118.91943 [544] validation_0-mae:5188.47266 validation_1-mae:6118.96582 [545] validation_0-mae:5187.76025 validation_1-mae:6118.85938 [546] validation_0-mae:5186.44189 validation_1-mae:6118.85742 [547] validation_0-mae:5185.66699 validation_1-mae:6118.55518 [548] validation_0-mae:5183.39941 validation_1-mae:6117.70361 [549] validation_0-mae:5178.90283 validation_1-mae:6116.85840 [550] validation_0-mae:5175.74853 validation_1-mae:6116.51416 [551] validation_0-mae:5174.41553 validation_1-mae:6116.58887 [552] validation_0-mae:5171.78369 validation_1-mae:6116.48926 [553] validation_0-mae:5169.42188 validation_1-mae:6116.01416 [554] validation_0-mae:5167.79248 validation_1-mae:6115.60156 [555] validation_0-mae:5166.75781 validation_1-mae:6115.31836 [556] validation_0-mae:5164.89014 validation_1-mae:6115.21728 [557] validation_0-mae:5162.70312 validation_1-mae:6114.59668 [558] validation_0-mae:5160.38135 validation_1-mae:6114.75391 [559] validation_0-mae:5157.81445 validation_1-mae:6114.32959 [560] validation_0-mae:5156.87402 validation_1-mae:6114.01660 [561] validation_0-mae:5154.89600 validation_1-mae:6113.77051 [562] validation_0-mae:5153.42969 validation_1-mae:6112.93115 [563] validation_0-mae:5151.86182 validation_1-mae:6113.03516 [564] validation_0-mae:5150.41455 validation_1-mae:6112.79297 [565] validation_0-mae:5149.03857 validation_1-mae:6112.80518 [566] validation_0-mae:5147.73584 validation_1-mae:6112.63037 [567] validation_0-mae:5147.55664 validation_1-mae:6112.46924 [568] validation_0-mae:5145.85449 validation_1-mae:6111.72314 [569] validation_0-mae:5144.97412 validation_1-mae:6110.95459 [570] validation_0-mae:5143.03662 validation_1-mae:6110.89502 [571] validation_0-mae:5140.51807 validation_1-mae:6110.21436 [572] validation_0-mae:5137.57324 validation_1-mae:6109.82373 [573] validation_0-mae:5134.91748 validation_1-mae:6108.17139 [574] validation_0-mae:5133.89941 validation_1-mae:6107.96973 [575] validation_0-mae:5132.83057 validation_1-mae:6107.60156 [576] validation_0-mae:5131.51123 validation_1-mae:6107.93115 [577] validation_0-mae:5129.81689 validation_1-mae:6108.38672 [578] validation_0-mae:5128.28516 validation_1-mae:6107.90820 [579] validation_0-mae:5126.17676 validation_1-mae:6107.34424 [580] validation_0-mae:5124.93018 validation_1-mae:6106.96484 [581] validation_0-mae:5124.73242 validation_1-mae:6107.07080 [582] validation_0-mae:5123.96143 validation_1-mae:6106.95801 [583] validation_0-mae:5122.42334 validation_1-mae:6106.28809 [584] validation_0-mae:5121.39941 validation_1-mae:6106.49561 [585] validation_0-mae:5119.76270 validation_1-mae:6106.33398 [586] validation_0-mae:5116.61963 validation_1-mae:6105.83545 [587] validation_0-mae:5115.53076 validation_1-mae:6105.73242 [588] validation_0-mae:5114.34277 validation_1-mae:6105.27637 [589] validation_0-mae:5112.22949 validation_1-mae:6104.58447 [590] validation_0-mae:5111.07227 validation_1-mae:6104.62305 [591] validation_0-mae:5108.65186 validation_1-mae:6104.18359 [592] validation_0-mae:5106.81494 validation_1-mae:6103.97998 [593] validation_0-mae:5105.04346 validation_1-mae:6103.04248 [594] validation_0-mae:5103.94092 validation_1-mae:6102.78857 [595] validation_0-mae:5103.32422 validation_1-mae:6102.92236 [596] validation_0-mae:5103.22022 validation_1-mae:6103.31299 [597] validation_0-mae:5102.95947 validation_1-mae:6103.14062 [598] validation_0-mae:5102.33252 validation_1-mae:6102.88965 [599] validation_0-mae:5100.91016 validation_1-mae:6102.95508 [600] validation_0-mae:5099.53955 validation_1-mae:6103.27490 [601] validation_0-mae:5098.23682 validation_1-mae:6103.31397 [602] validation_0-mae:5097.55957 validation_1-mae:6103.66064 [603] validation_0-mae:5095.59912 validation_1-mae:6103.67285 [604] validation_0-mae:5093.73096 validation_1-mae:6102.80420 [605] validation_0-mae:5090.67676 validation_1-mae:6102.50439 [606] validation_0-mae:5088.15186 validation_1-mae:6103.58398 [607] validation_0-mae:5086.70801 validation_1-mae:6102.58545 [608] validation_0-mae:5084.77148 validation_1-mae:6102.51025 [609] validation_0-mae:5083.20264 validation_1-mae:6102.23047 [610] validation_0-mae:5081.14111 validation_1-mae:6102.05127 [611] validation_0-mae:5079.39893 validation_1-mae:6102.63623 [612] validation_0-mae:5077.17627 validation_1-mae:6102.19873 [613] validation_0-mae:5076.24561 validation_1-mae:6102.74707 [614] validation_0-mae:5074.17920 validation_1-mae:6101.87744 [615] validation_0-mae:5071.34814 validation_1-mae:6100.60645 [616] validation_0-mae:5070.50000 validation_1-mae:6101.10645 [617] validation_0-mae:5067.98779 validation_1-mae:6100.78564 [618] validation_0-mae:5064.65527 validation_1-mae:6099.95557 [619] validation_0-mae:5064.17676 validation_1-mae:6099.81982 [620] validation_0-mae:5062.01953 validation_1-mae:6099.67920 [621] validation_0-mae:5060.24512 validation_1-mae:6098.92871 [622] validation_0-mae:5058.68213 validation_1-mae:6099.61279 [623] validation_0-mae:5056.40527 validation_1-mae:6098.48926 [624] validation_0-mae:5054.91357 validation_1-mae:6097.71387 [625] validation_0-mae:5054.41016 validation_1-mae:6098.49707 [626] validation_0-mae:5052.68848 validation_1-mae:6097.35156 [627] validation_0-mae:5051.17578 validation_1-mae:6097.34131 [628] validation_0-mae:5049.70068 validation_1-mae:6096.79785 [629] validation_0-mae:5048.56885 validation_1-mae:6096.63818 [630] validation_0-mae:5047.70898 validation_1-mae:6096.60010 [631] validation_0-mae:5047.04639 validation_1-mae:6096.66357 [632] validation_0-mae:5045.12256 validation_1-mae:6096.57520 [633] validation_0-mae:5043.45508 validation_1-mae:6095.53564 [634] validation_0-mae:5040.89062 validation_1-mae:6095.60596 [635] validation_0-mae:5037.98926 validation_1-mae:6095.09717 [636] validation_0-mae:5036.12402 validation_1-mae:6094.97412 [637] validation_0-mae:5034.42383 validation_1-mae:6094.43848 [638] validation_0-mae:5032.95801 validation_1-mae:6095.49121 [639] validation_0-mae:5031.93359 validation_1-mae:6096.78711 [640] validation_0-mae:5031.19092 validation_1-mae:6096.86426 [641] validation_0-mae:5029.94336 validation_1-mae:6096.28857 [642] validation_0-mae:5028.89209 validation_1-mae:6095.50244 [643] validation_0-mae:5026.56885 validation_1-mae:6094.51172 [644] validation_0-mae:5025.70996 validation_1-mae:6094.52978 [645] validation_0-mae:5025.13379 validation_1-mae:6095.08789 [646] validation_0-mae:5024.16553 validation_1-mae:6094.76807 [647] validation_0-mae:5022.26221 validation_1-mae:6094.40381 [648] validation_0-mae:5020.83789 validation_1-mae:6094.22656 [649] validation_0-mae:5020.33496 validation_1-mae:6094.10205 [650] validation_0-mae:5019.45703 validation_1-mae:6093.83691 [651] validation_0-mae:5018.08350 validation_1-mae:6094.32129 [652] validation_0-mae:5016.75342 validation_1-mae:6093.81494 [653] validation_0-mae:5016.07275 validation_1-mae:6093.15478 [654] validation_0-mae:5014.64307 validation_1-mae:6092.83936 [655] validation_0-mae:5013.17041 validation_1-mae:6092.43799 [656] validation_0-mae:5012.00586 validation_1-mae:6092.03857 [657] validation_0-mae:5010.93701 validation_1-mae:6091.87109 [658] validation_0-mae:5009.77393 validation_1-mae:6091.19824 [659] validation_0-mae:5008.23145 validation_1-mae:6091.71680 [660] validation_0-mae:5005.84814 validation_1-mae:6091.21924 [661] validation_0-mae:5005.63574 validation_1-mae:6091.20312 [662] validation_0-mae:5004.91992 validation_1-mae:6090.96777 [663] validation_0-mae:5003.57861 validation_1-mae:6090.69043 [664] validation_0-mae:5002.25781 validation_1-mae:6090.69727 [665] validation_0-mae:5000.25147 validation_1-mae:6090.22314 [666] validation_0-mae:4998.20166 validation_1-mae:6089.98340 [667] validation_0-mae:4995.38281 validation_1-mae:6088.59814 [668] validation_0-mae:4992.99853 validation_1-mae:6087.79834 [669] validation_0-mae:4991.95947 validation_1-mae:6087.33740 [670] validation_0-mae:4989.90186 validation_1-mae:6086.86328 [671] validation_0-mae:4987.16211 validation_1-mae:6086.36621 [672] validation_0-mae:4985.87305 validation_1-mae:6086.10352 [673] validation_0-mae:4983.61035 validation_1-mae:6084.97022 [674] validation_0-mae:4982.44434 validation_1-mae:6084.64307 [675] validation_0-mae:4980.99707 validation_1-mae:6084.81445 [676] validation_0-mae:4979.81934 validation_1-mae:6084.54785 [677] validation_0-mae:4976.96582 validation_1-mae:6083.38965 [678] validation_0-mae:4975.88672 validation_1-mae:6083.52002 [679] validation_0-mae:4975.38770 validation_1-mae:6083.88477 [680] validation_0-mae:4973.88330 validation_1-mae:6083.91992 [681] validation_0-mae:4972.10010 validation_1-mae:6083.67920 [682] validation_0-mae:4970.39209 validation_1-mae:6083.25879 [683] validation_0-mae:4969.45020 validation_1-mae:6082.99512 [684] validation_0-mae:4968.07715 validation_1-mae:6082.55713 [685] validation_0-mae:4967.15967 validation_1-mae:6082.40967 [686] validation_0-mae:4967.01855 validation_1-mae:6082.57031 [687] validation_0-mae:4966.31592 validation_1-mae:6083.00293 [688] validation_0-mae:4964.38525 validation_1-mae:6082.10986 [689] validation_0-mae:4962.92188 validation_1-mae:6081.35156 [690] validation_0-mae:4962.03809 validation_1-mae:6081.35010 [691] validation_0-mae:4960.39990 validation_1-mae:6080.60742 [692] validation_0-mae:4959.71191 validation_1-mae:6081.74853 [693] validation_0-mae:4956.98389 validation_1-mae:6080.79688 [694] validation_0-mae:4955.41797 validation_1-mae:6080.93994 [695] validation_0-mae:4953.35986 validation_1-mae:6080.78857 [696] validation_0-mae:4949.43750 validation_1-mae:6079.59326 [697] validation_0-mae:4947.24268 validation_1-mae:6079.65918 [698] validation_0-mae:4945.84277 validation_1-mae:6079.50537 [699] validation_0-mae:4944.48291 validation_1-mae:6079.16846 [700] validation_0-mae:4943.04492 validation_1-mae:6079.37939 [701] validation_0-mae:4941.42920 validation_1-mae:6078.54248 [702] validation_0-mae:4940.71582 validation_1-mae:6078.46582 [703] validation_0-mae:4939.75732 validation_1-mae:6078.29834 [704] validation_0-mae:4939.59522 validation_1-mae:6078.26074 [705] validation_0-mae:4939.03369 validation_1-mae:6078.38965 [706] validation_0-mae:4938.20215 validation_1-mae:6078.68945 [707] validation_0-mae:4937.03174 validation_1-mae:6078.73535 [708] validation_0-mae:4936.17432 validation_1-mae:6078.37891 [709] validation_0-mae:4935.00684 validation_1-mae:6077.88965 [710] validation_0-mae:4933.26221 validation_1-mae:6077.38477 [711] validation_0-mae:4931.69092 validation_1-mae:6076.96631 [712] validation_0-mae:4930.55078 validation_1-mae:6077.04346 [713] validation_0-mae:4928.78760 validation_1-mae:6076.32959 [714] validation_0-mae:4927.75049 validation_1-mae:6076.27539 [715] validation_0-mae:4927.22559 validation_1-mae:6075.89746 [716] validation_0-mae:4925.43262 validation_1-mae:6075.50244 [717] validation_0-mae:4924.31201 validation_1-mae:6074.68311 [718] validation_0-mae:4923.33203 validation_1-mae:6074.82080 [719] validation_0-mae:4922.51074 validation_1-mae:6074.31299 [720] validation_0-mae:4921.34912 validation_1-mae:6073.59131 [721] validation_0-mae:4920.69580 validation_1-mae:6073.35205 [722] validation_0-mae:4918.50000 validation_1-mae:6072.23438 [723] validation_0-mae:4918.03857 validation_1-mae:6072.16406 [724] validation_0-mae:4916.19775 validation_1-mae:6070.62207 [725] validation_0-mae:4913.77490 validation_1-mae:6070.21924 [726] validation_0-mae:4911.27197 validation_1-mae:6069.58838 [727] validation_0-mae:4910.56299 validation_1-mae:6069.18213 [728] validation_0-mae:4908.81641 validation_1-mae:6070.02832 [729] validation_0-mae:4907.55420 validation_1-mae:6069.94580 [730] validation_0-mae:4906.25977 validation_1-mae:6069.89502 [731] validation_0-mae:4905.23926 validation_1-mae:6070.02734 [732] validation_0-mae:4903.06885 validation_1-mae:6069.56397 [733] validation_0-mae:4900.49805 validation_1-mae:6070.34277 [734] validation_0-mae:4899.31543 validation_1-mae:6069.83057 [735] validation_0-mae:4897.90478 validation_1-mae:6070.06982 [736] validation_0-mae:4897.27393 validation_1-mae:6069.92578 [737] validation_0-mae:4895.81201 validation_1-mae:6069.97754 [738] validation_0-mae:4893.77148 validation_1-mae:6069.07031 [739] validation_0-mae:4892.98438 validation_1-mae:6068.71924 [740] validation_0-mae:4890.82324 validation_1-mae:6069.25732 [741] validation_0-mae:4889.86475 validation_1-mae:6069.87988 [742] validation_0-mae:4888.43164 validation_1-mae:6069.72705 [743] validation_0-mae:4888.23535 validation_1-mae:6069.92969 [744] validation_0-mae:4887.46826 validation_1-mae:6069.45801 [745] validation_0-mae:4885.80469 validation_1-mae:6069.45312 [746] validation_0-mae:4884.51025 validation_1-mae:6069.69678 [747] validation_0-mae:4883.66455 validation_1-mae:6069.58350 [748] validation_0-mae:4882.56397 validation_1-mae:6069.55957 [749] validation_0-mae:4881.21875 validation_1-mae:6070.00342 [750] validation_0-mae:4879.47705 validation_1-mae:6070.01807 [751] validation_0-mae:4877.93506 validation_1-mae:6069.00342 [752] validation_0-mae:4876.95605 validation_1-mae:6069.22900 [753] validation_0-mae:4875.10889 validation_1-mae:6068.83887 [754] validation_0-mae:4872.98389 validation_1-mae:6068.71484 [755] validation_0-mae:4871.63037 validation_1-mae:6068.78613 [756] validation_0-mae:4869.99023 validation_1-mae:6068.92236 [757] validation_0-mae:4867.28809 validation_1-mae:6068.14990 [758] validation_0-mae:4865.93506 validation_1-mae:6068.06006 [759] validation_0-mae:4864.23730 validation_1-mae:6068.03516 [760] validation_0-mae:4863.63135 validation_1-mae:6068.01416 [761] validation_0-mae:4861.22852 validation_1-mae:6067.14404 [762] validation_0-mae:4859.90478 validation_1-mae:6066.84668 [763] validation_0-mae:4858.76855 validation_1-mae:6067.07666 [764] validation_0-mae:4857.26855 validation_1-mae:6066.74707 [765] validation_0-mae:4855.87158 validation_1-mae:6066.67334 [766] validation_0-mae:4855.18408 validation_1-mae:6066.50879 [767] validation_0-mae:4854.42334 validation_1-mae:6066.00488 [768] validation_0-mae:4853.09277 validation_1-mae:6065.25147 [769] validation_0-mae:4851.59131 validation_1-mae:6065.43848 [770] validation_0-mae:4850.36133 validation_1-mae:6065.10938 [771] validation_0-mae:4847.63965 validation_1-mae:6063.98193 [772] validation_0-mae:4846.71924 validation_1-mae:6064.62207 [773] validation_0-mae:4845.47998 validation_1-mae:6064.45752 [774] validation_0-mae:4843.82471 validation_1-mae:6063.97754 [775] validation_0-mae:4840.95312 validation_1-mae:6062.86084 [776] validation_0-mae:4839.09180 validation_1-mae:6063.02295 [777] validation_0-mae:4838.34863 validation_1-mae:6062.91992 [778] validation_0-mae:4836.21484 validation_1-mae:6062.14111 [779] validation_0-mae:4836.16650 validation_1-mae:6062.18115 [780] validation_0-mae:4835.30518 validation_1-mae:6061.84619 [781] validation_0-mae:4835.05273 validation_1-mae:6061.91895 [782] validation_0-mae:4833.66455 validation_1-mae:6061.18408 [783] validation_0-mae:4832.26074 validation_1-mae:6061.05127 [784] validation_0-mae:4831.13184 validation_1-mae:6060.89551 [785] validation_0-mae:4829.98242 validation_1-mae:6060.71045 [786] validation_0-mae:4829.50293 validation_1-mae:6060.64404 [787] validation_0-mae:4826.99756 validation_1-mae:6061.49805 [788] validation_0-mae:4825.97022 validation_1-mae:6061.34766 [789] validation_0-mae:4824.83594 validation_1-mae:6061.30225 [790] validation_0-mae:4823.57910 validation_1-mae:6060.71191 [791] validation_0-mae:4821.39551 validation_1-mae:6060.67969 [792] validation_0-mae:4820.51074 validation_1-mae:6060.49365 [793] validation_0-mae:4819.89404 validation_1-mae:6059.93311 [794] validation_0-mae:4818.19385 validation_1-mae:6059.50342 [795] validation_0-mae:4817.82666 validation_1-mae:6059.29443 [796] validation_0-mae:4816.30811 validation_1-mae:6059.20557 [797] validation_0-mae:4815.17334 validation_1-mae:6059.02197 [798] validation_0-mae:4814.16016 validation_1-mae:6059.40869 [799] validation_0-mae:4812.62256 validation_1-mae:6059.44287 [800] validation_0-mae:4810.84131 validation_1-mae:6060.15186 [801] validation_0-mae:4807.67773 validation_1-mae:6058.88477 [802] validation_0-mae:4806.44043 validation_1-mae:6059.21973 [803] validation_0-mae:4804.08789 validation_1-mae:6059.27197 [804] validation_0-mae:4801.84180 validation_1-mae:6059.24902 [805] validation_0-mae:4800.17725 validation_1-mae:6058.77148 [806] validation_0-mae:4798.82129 validation_1-mae:6058.22998 [807] validation_0-mae:4797.64355 validation_1-mae:6058.26025 [808] validation_0-mae:4796.61133 validation_1-mae:6058.41211 [809] validation_0-mae:4794.93066 validation_1-mae:6058.30908 [810] validation_0-mae:4792.92188 validation_1-mae:6057.93848 [811] validation_0-mae:4791.79150 validation_1-mae:6057.69385 [812] validation_0-mae:4790.15967 validation_1-mae:6056.60986 [813] validation_0-mae:4789.18701 validation_1-mae:6056.47412 [814] validation_0-mae:4787.96631 validation_1-mae:6056.45898 [815] validation_0-mae:4784.98584 validation_1-mae:6053.52637 [816] validation_0-mae:4783.66797 validation_1-mae:6053.35205 [817] validation_0-mae:4782.53711 validation_1-mae:6053.31543 [818] validation_0-mae:4781.58594 validation_1-mae:6053.13428 [819] validation_0-mae:4781.32959 validation_1-mae:6053.09473 [820] validation_0-mae:4780.69287 validation_1-mae:6053.09619 [821] validation_0-mae:4780.63477 validation_1-mae:6053.17969 [822] validation_0-mae:4780.15381 validation_1-mae:6053.05273 [823] validation_0-mae:4778.99853 validation_1-mae:6052.76367 [824] validation_0-mae:4778.38818 validation_1-mae:6052.53174 [825] validation_0-mae:4777.29688 validation_1-mae:6052.36621 [826] validation_0-mae:4775.59863 validation_1-mae:6051.79980 [827] validation_0-mae:4772.88281 validation_1-mae:6050.55225 [828] validation_0-mae:4772.16797 validation_1-mae:6050.82812 [829] validation_0-mae:4771.45752 validation_1-mae:6051.10303 [830] validation_0-mae:4769.87207 validation_1-mae:6050.74170 [831] validation_0-mae:4768.75391 validation_1-mae:6051.19824 [832] validation_0-mae:4767.53613 validation_1-mae:6051.10400 [833] validation_0-mae:4765.66162 validation_1-mae:6050.76416 [834] validation_0-mae:4763.92090 validation_1-mae:6050.60889 [835] validation_0-mae:4762.25781 validation_1-mae:6049.62793 [836] validation_0-mae:4761.48730 validation_1-mae:6049.79639 [837] validation_0-mae:4760.17236 validation_1-mae:6049.25439 [838] validation_0-mae:4758.80225 validation_1-mae:6049.10742 [839] validation_0-mae:4757.13721 validation_1-mae:6047.43750 [840] validation_0-mae:4754.44629 validation_1-mae:6046.02881 [841] validation_0-mae:4753.51807 validation_1-mae:6045.72705 [842] validation_0-mae:4751.25830 validation_1-mae:6045.30225 [843] validation_0-mae:4750.30518 validation_1-mae:6045.18701 [844] validation_0-mae:4748.78809 validation_1-mae:6044.48193 [845] validation_0-mae:4747.14258 validation_1-mae:6043.59180 [846] validation_0-mae:4745.74609 validation_1-mae:6043.83496 [847] validation_0-mae:4744.66748 validation_1-mae:6044.14404 [848] validation_0-mae:4743.56250 validation_1-mae:6044.12793 [849] validation_0-mae:4742.46045 validation_1-mae:6043.96240 [850] validation_0-mae:4740.97412 validation_1-mae:6043.45898 [851] validation_0-mae:4739.39404 validation_1-mae:6042.81055 [852] validation_0-mae:4737.90772 validation_1-mae:6042.70117 [853] validation_0-mae:4736.41260 validation_1-mae:6042.25244 [854] validation_0-mae:4735.56006 validation_1-mae:6041.88867 [855] validation_0-mae:4733.50342 validation_1-mae:6041.03272 [856] validation_0-mae:4733.09863 validation_1-mae:6040.99756 [857] validation_0-mae:4731.41797 validation_1-mae:6040.53760 [858] validation_0-mae:4729.86816 validation_1-mae:6040.21973 [859] validation_0-mae:4728.88867 validation_1-mae:6040.78369 [860] validation_0-mae:4728.21289 validation_1-mae:6040.76562 [861] validation_0-mae:4727.85205 validation_1-mae:6041.09326 [862] validation_0-mae:4726.22656 validation_1-mae:6039.77588 [863] validation_0-mae:4724.70215 validation_1-mae:6039.59033 [864] validation_0-mae:4723.64551 validation_1-mae:6039.82715 [865] validation_0-mae:4722.97363 validation_1-mae:6039.67529 [866] validation_0-mae:4720.63867 validation_1-mae:6038.01318 [867] validation_0-mae:4719.72559 validation_1-mae:6038.00879 [868] validation_0-mae:4717.42285 validation_1-mae:6036.79639 [869] validation_0-mae:4715.48096 validation_1-mae:6036.79102 [870] validation_0-mae:4714.40625 validation_1-mae:6036.50635 [871] validation_0-mae:4713.28760 validation_1-mae:6037.20801 [872] validation_0-mae:4712.73584 validation_1-mae:6037.02930 [873] validation_0-mae:4711.14014 validation_1-mae:6036.19678 [874] validation_0-mae:4709.75732 validation_1-mae:6035.35596 [875] validation_0-mae:4708.72803 validation_1-mae:6034.82129 [876] validation_0-mae:4707.88086 validation_1-mae:6034.48486 [877] validation_0-mae:4706.91992 validation_1-mae:6034.28320 [878] validation_0-mae:4706.01660 validation_1-mae:6034.08984 [879] validation_0-mae:4705.47656 validation_1-mae:6033.95898 [880] validation_0-mae:4704.51709 validation_1-mae:6034.15088 [881] validation_0-mae:4704.15820 validation_1-mae:6033.95898 [882] validation_0-mae:4703.10303 validation_1-mae:6034.12842 [883] validation_0-mae:4702.07568 validation_1-mae:6034.21631 [884] validation_0-mae:4700.63379 validation_1-mae:6034.60449 [885] validation_0-mae:4699.86914 validation_1-mae:6034.64600 [886] validation_0-mae:4698.96582 validation_1-mae:6034.58838 [887] validation_0-mae:4698.01270 validation_1-mae:6034.40625 [888] validation_0-mae:4696.49853 validation_1-mae:6034.18897 [889] validation_0-mae:4695.33887 validation_1-mae:6034.18848 [890] validation_0-mae:4693.89111 validation_1-mae:6034.06689 [891] validation_0-mae:4693.67139 validation_1-mae:6034.13232 [892] validation_0-mae:4692.33301 validation_1-mae:6034.14893 [893] validation_0-mae:4690.62402 validation_1-mae:6033.44434 [894] validation_0-mae:4690.05762 validation_1-mae:6033.37988 [895] validation_0-mae:4689.25537 validation_1-mae:6033.60254 [896] validation_0-mae:4688.21826 validation_1-mae:6033.91504 [897] validation_0-mae:4686.68652 validation_1-mae:6034.06885 [898] validation_0-mae:4685.92432 validation_1-mae:6033.98828 [899] validation_0-mae:4685.40772 validation_1-mae:6034.08496 [900] validation_0-mae:4684.46387 validation_1-mae:6034.16748 [901] validation_0-mae:4683.44043 validation_1-mae:6034.70850 [902] validation_0-mae:4682.07373 validation_1-mae:6034.37012 [903] validation_0-mae:4681.94092 validation_1-mae:6034.36182 [904] validation_0-mae:4679.43652 validation_1-mae:6035.08691 [905] validation_0-mae:4677.48730 validation_1-mae:6036.22656 [906] validation_0-mae:4675.31738 validation_1-mae:6035.38574 [907] validation_0-mae:4674.11279 validation_1-mae:6034.59326 [908] validation_0-mae:4672.56592 validation_1-mae:6033.97754 [909] validation_0-mae:4671.22314 validation_1-mae:6033.58301 [910] validation_0-mae:4669.48291 validation_1-mae:6032.94092 [911] validation_0-mae:4666.81982 validation_1-mae:6032.55615 [912] validation_0-mae:4664.71143 validation_1-mae:6031.64111 [913] validation_0-mae:4662.87500 validation_1-mae:6031.40381 [914] validation_0-mae:4660.38623 validation_1-mae:6031.45801 [915] validation_0-mae:4658.69385 validation_1-mae:6031.51953 [916] validation_0-mae:4656.79443 validation_1-mae:6030.38916 [917] validation_0-mae:4656.10254 validation_1-mae:6030.14648 [918] validation_0-mae:4654.87647 validation_1-mae:6029.56445 [919] validation_0-mae:4653.20850 validation_1-mae:6029.51465 [920] validation_0-mae:4651.97217 validation_1-mae:6029.96826 [921] validation_0-mae:4649.70508 validation_1-mae:6029.46338 [922] validation_0-mae:4648.63818 validation_1-mae:6029.45264 [923] validation_0-mae:4647.15186 validation_1-mae:6028.70459 [924] validation_0-mae:4646.20801 validation_1-mae:6028.62744 [925] validation_0-mae:4645.26807 validation_1-mae:6028.42334 [926] validation_0-mae:4643.82031 validation_1-mae:6028.87256 [927] validation_0-mae:4642.28027 validation_1-mae:6029.02832 [928] validation_0-mae:4641.32080 validation_1-mae:6028.63574 [929] validation_0-mae:4640.42480 validation_1-mae:6028.66797 [930] validation_0-mae:4639.20410 validation_1-mae:6029.14697 [931] validation_0-mae:4637.95801 validation_1-mae:6028.54590 [932] validation_0-mae:4636.72217 validation_1-mae:6028.86230 [933] validation_0-mae:4635.89551 validation_1-mae:6028.82617 [934] validation_0-mae:4635.76611 validation_1-mae:6028.87256 [935] validation_0-mae:4634.12402 validation_1-mae:6028.58984 [936] validation_0-mae:4633.10645 validation_1-mae:6028.76025 [937] validation_0-mae:4631.65674 validation_1-mae:6028.45215 [938] validation_0-mae:4630.38770 validation_1-mae:6028.78125 [939] validation_0-mae:4628.71582 validation_1-mae:6028.92725 [940] validation_0-mae:4627.67529 validation_1-mae:6029.54150 [941] validation_0-mae:4627.02637 validation_1-mae:6029.66064 [942] validation_0-mae:4626.11328 validation_1-mae:6029.70215 [943] validation_0-mae:4625.35840 validation_1-mae:6029.36768 [944] validation_0-mae:4624.68213 validation_1-mae:6029.22559 [945] validation_0-mae:4623.58984 validation_1-mae:6029.61963 [946] validation_0-mae:4622.27393 validation_1-mae:6029.73633 [947] validation_0-mae:4622.01123 validation_1-mae:6029.83838 [948] validation_0-mae:4620.32031 validation_1-mae:6029.78174 [949] validation_0-mae:4618.55518 validation_1-mae:6030.08350 [950] validation_0-mae:4617.26660 validation_1-mae:6030.38770 [951] validation_0-mae:4615.68603 validation_1-mae:6031.09326 [952] validation_0-mae:4614.83496 validation_1-mae:6031.31055 [953] validation_0-mae:4613.96973 validation_1-mae:6031.36719 [954] validation_0-mae:4613.88477 validation_1-mae:6031.54102 [955] validation_0-mae:4612.90381 validation_1-mae:6031.82764 [956] validation_0-mae:4612.27393 validation_1-mae:6032.31006 [957] validation_0-mae:4610.67334 validation_1-mae:6032.32080 [958] validation_0-mae:4610.22998 validation_1-mae:6031.97266 [959] validation_0-mae:4609.56348 validation_1-mae:6032.12451 [960] validation_0-mae:4608.84473 validation_1-mae:6031.97852 [961] validation_0-mae:4608.00732 validation_1-mae:6031.46436 [962] validation_0-mae:4607.19141 validation_1-mae:6031.69092 [963] validation_0-mae:4606.63135 validation_1-mae:6031.46094 [964] validation_0-mae:4604.87256 validation_1-mae:6031.96924 [965] validation_0-mae:4604.70605 validation_1-mae:6031.96728 [966] validation_0-mae:4603.54541 validation_1-mae:6032.04248 [967] validation_0-mae:4602.44971 validation_1-mae:6031.82959 [968] validation_0-mae:4600.60547 validation_1-mae:6031.64111 [969] validation_0-mae:4599.14795 validation_1-mae:6031.17871 [970] validation_0-mae:4597.73828 validation_1-mae:6031.04785 [971] validation_0-mae:4596.70264 validation_1-mae:6031.18799 [972] validation_0-mae:4594.97119 validation_1-mae:6031.32129 [973] validation_0-mae:4593.96631 validation_1-mae:6031.37402 [974] validation_0-mae:4591.09033 validation_1-mae:6030.18359 [975] validation_0-mae:4589.62207 validation_1-mae:6029.61816 [976] validation_0-mae:4589.00537 validation_1-mae:6029.71387 [977] validation_0-mae:4587.95068 validation_1-mae:6030.07178 [978] validation_0-mae:4586.20605 validation_1-mae:6029.76318 [979] validation_0-mae:4585.01807 validation_1-mae:6029.53467 [980] validation_0-mae:4583.86768 validation_1-mae:6028.82373 [981] validation_0-mae:4582.44336 validation_1-mae:6028.43750 [982] validation_0-mae:4582.02344 validation_1-mae:6028.38672 [983] validation_0-mae:4580.27588 validation_1-mae:6028.49756 [984] validation_0-mae:4580.22363 validation_1-mae:6028.55615 [985] validation_0-mae:4578.90381 validation_1-mae:6028.89258 [986] validation_0-mae:4577.57715 validation_1-mae:6029.47119 [987] validation_0-mae:4577.09277 validation_1-mae:6029.38672 [988] validation_0-mae:4575.04395 validation_1-mae:6028.98438 [989] validation_0-mae:4573.15674 validation_1-mae:6028.93506 [990] validation_0-mae:4571.53125 validation_1-mae:6028.88037 [991] validation_0-mae:4569.24365 validation_1-mae:6029.01611 [992] validation_0-mae:4567.92236 validation_1-mae:6028.20020 [993] validation_0-mae:4566.80957 validation_1-mae:6027.99072 [994] validation_0-mae:4565.67236 validation_1-mae:6027.84961 [995] validation_0-mae:4564.35742 validation_1-mae:6028.71143 [996] validation_0-mae:4563.02783 validation_1-mae:6028.61377 [997] validation_0-mae:4561.65625 validation_1-mae:6029.61426 [998] validation_0-mae:4560.81641 validation_1-mae:6029.61719 [999] validation_0-mae:4559.17969 validation_1-mae:6030.07666 [1000] validation_0-mae:4558.22607 validation_1-mae:6030.28613 [1001] validation_0-mae:4557.28125 validation_1-mae:6029.92432 [1002] validation_0-mae:4555.75049 validation_1-mae:6029.95801 [1003] validation_0-mae:4554.49121 validation_1-mae:6030.21826 [1004] validation_0-mae:4553.41211 validation_1-mae:6029.89844 [1005] validation_0-mae:4552.16309 validation_1-mae:6030.46631 [1006] validation_0-mae:4551.43603 validation_1-mae:6030.56348 [1007] validation_0-mae:4549.88770 validation_1-mae:6029.81738 [1008] validation_0-mae:4547.93603 validation_1-mae:6030.01562 [1009] validation_0-mae:4546.82861 validation_1-mae:6030.28027 [1010] validation_0-mae:4546.06836 validation_1-mae:6030.48193 [1011] validation_0-mae:4545.15625 validation_1-mae:6030.50977 [1012] validation_0-mae:4543.67969 validation_1-mae:6030.48047 [1013] validation_0-mae:4542.64795 validation_1-mae:6030.35205 [1014] validation_0-mae:4541.00928 validation_1-mae:6030.71143 [1015] validation_0-mae:4540.02002 validation_1-mae:6030.28125 [1016] validation_0-mae:4539.47070 validation_1-mae:6030.27295 [1017] validation_0-mae:4538.76074 validation_1-mae:6030.03223 [1018] validation_0-mae:4538.03760 validation_1-mae:6030.13867 [1019] validation_0-mae:4536.67139 validation_1-mae:6029.84473 [1020] validation_0-mae:4535.05273 validation_1-mae:6029.69629 [1021] validation_0-mae:4533.69971 validation_1-mae:6029.57275 [1022] validation_0-mae:4531.45410 validation_1-mae:6028.95996 [1023] validation_0-mae:4530.63672 validation_1-mae:6028.86670 [1024] validation_0-mae:4529.07764 validation_1-mae:6029.21973 [1025] validation_0-mae:4528.04395 validation_1-mae:6028.90283 [1026] validation_0-mae:4526.64990 validation_1-mae:6029.25391 [1027] validation_0-mae:4524.96436 validation_1-mae:6029.62207 [1028] validation_0-mae:4523.96973 validation_1-mae:6029.25977 [1029] validation_0-mae:4522.69775 validation_1-mae:6029.63330 [1030] validation_0-mae:4521.82324 validation_1-mae:6029.55664 [1031] validation_0-mae:4519.67920 validation_1-mae:6029.39453 [1032] validation_0-mae:4518.62695 validation_1-mae:6028.77686 [1033] validation_0-mae:4517.93457 validation_1-mae:6028.46045 [1034] validation_0-mae:4516.54932 validation_1-mae:6029.00586 [1035] validation_0-mae:4516.01123 validation_1-mae:6029.30811 [1036] validation_0-mae:4514.58496 validation_1-mae:6030.17773 [1037] validation_0-mae:4513.10059 validation_1-mae:6029.92383 [1038] validation_0-mae:4511.75147 validation_1-mae:6030.10986 [1039] validation_0-mae:4510.61279 validation_1-mae:6030.23633 [1040] validation_0-mae:4509.93897 validation_1-mae:6030.43359 [1041] validation_0-mae:4509.19385 validation_1-mae:6030.70752 [1042] validation_0-mae:4508.02197 validation_1-mae:6031.04639 [1043] validation_0-mae:4507.35986 validation_1-mae:6030.91455 [1044] validation_0-mae:4506.81836 validation_1-mae:6031.21680 [1045] validation_0-mae:4505.58350 validation_1-mae:6030.84814 [1046] validation_0-mae:4504.99023 validation_1-mae:6031.13135 [1047] validation_0-mae:4503.85254 validation_1-mae:6030.99316 [1048] validation_0-mae:4502.48047 validation_1-mae:6030.01807 [1049] validation_0-mae:4501.51709 validation_1-mae:6029.98340 [1050] validation_0-mae:4499.89355 validation_1-mae:6029.13184 [1051] validation_0-mae:4498.54346 validation_1-mae:6028.58301 [1052] validation_0-mae:4497.46484 validation_1-mae:6029.56006 [1053] validation_0-mae:4495.22754 validation_1-mae:6028.77588 [1054] validation_0-mae:4492.37744 validation_1-mae:6028.21338 [1055] validation_0-mae:4490.40625 validation_1-mae:6026.94629 [1056] validation_0-mae:4489.21484 validation_1-mae:6026.98438 [1057] validation_0-mae:4487.91016 validation_1-mae:6026.47217 [1058] validation_0-mae:4486.10840 validation_1-mae:6025.53711 [1059] validation_0-mae:4483.71338 validation_1-mae:6025.88330 [1060] validation_0-mae:4482.21387 validation_1-mae:6025.95557 [1061] validation_0-mae:4480.15967 validation_1-mae:6026.13037 [1062] validation_0-mae:4478.06982 validation_1-mae:6025.34180 [1063] validation_0-mae:4476.97852 validation_1-mae:6025.79395 [1064] validation_0-mae:4476.02441 validation_1-mae:6026.08350 [1065] validation_0-mae:4475.28516 validation_1-mae:6026.32275 [1066] validation_0-mae:4474.20508 validation_1-mae:6025.99707 [1067] validation_0-mae:4473.39062 validation_1-mae:6025.80371 [1068] validation_0-mae:4472.54541 validation_1-mae:6025.83838 [1069] validation_0-mae:4471.34668 validation_1-mae:6026.21533 [1070] validation_0-mae:4470.75732 validation_1-mae:6026.03760 [1071] validation_0-mae:4469.61328 validation_1-mae:6025.51514 [1072] validation_0-mae:4468.91016 validation_1-mae:6025.39990 [1073] validation_0-mae:4467.98242 validation_1-mae:6025.43897 [1074] validation_0-mae:4466.80371 validation_1-mae:6024.94727 [1075] validation_0-mae:4465.63037 validation_1-mae:6024.81494 [1076] validation_0-mae:4464.98682 validation_1-mae:6024.54541 [1077] validation_0-mae:4463.97559 validation_1-mae:6024.26855 [1078] validation_0-mae:4463.28272 validation_1-mae:6024.10840 [1079] validation_0-mae:4462.42773 validation_1-mae:6024.91797 [1080] validation_0-mae:4462.31250 validation_1-mae:6024.91602 [1081] validation_0-mae:4460.73730 validation_1-mae:6024.56592 [1082] validation_0-mae:4459.70361 validation_1-mae:6024.37939 [1083] validation_0-mae:4458.31738 validation_1-mae:6024.74805 [1084] validation_0-mae:4457.39160 validation_1-mae:6024.40137 [1085] validation_0-mae:4456.11816 validation_1-mae:6023.81787 [1086] validation_0-mae:4455.60205 validation_1-mae:6023.73877 [1087] validation_0-mae:4454.12353 validation_1-mae:6023.87061 [1088] validation_0-mae:4453.37793 validation_1-mae:6023.88330 [1089] validation_0-mae:4452.65039 validation_1-mae:6023.77539 [1090] validation_0-mae:4451.91162 validation_1-mae:6023.86182 [1091] validation_0-mae:4450.88281 validation_1-mae:6023.45996 [1092] validation_0-mae:4450.21436 validation_1-mae:6023.48975 [1093] validation_0-mae:4448.93897 validation_1-mae:6023.83740 [1094] validation_0-mae:4447.35986 validation_1-mae:6023.98438 [1095] validation_0-mae:4445.64893 validation_1-mae:6023.55615 [1096] validation_0-mae:4444.81445 validation_1-mae:6023.92969 [1097] validation_0-mae:4443.30811 validation_1-mae:6024.46826 [1098] validation_0-mae:4442.10498 validation_1-mae:6024.65918 [1099] validation_0-mae:4441.17090 validation_1-mae:6024.66699 [1100] validation_0-mae:4440.20264 validation_1-mae:6024.20947 [1101] validation_0-mae:4439.92480 validation_1-mae:6024.37988 [1102] validation_0-mae:4439.38770 validation_1-mae:6024.77148 [1103] validation_0-mae:4438.36133 validation_1-mae:6024.82324 [1104] validation_0-mae:4438.09473 validation_1-mae:6024.92090 [1105] validation_0-mae:4437.30273 validation_1-mae:6024.42285 [1106] validation_0-mae:4435.35742 validation_1-mae:6023.33887 [1107] validation_0-mae:4434.33936 validation_1-mae:6023.22949 [1108] validation_0-mae:4433.60010 validation_1-mae:6023.11182 [1109] validation_0-mae:4432.75342 validation_1-mae:6022.70215 [1110] validation_0-mae:4432.15186 validation_1-mae:6022.52539 [1111] validation_0-mae:4432.05225 validation_1-mae:6022.67725 [1112] validation_0-mae:4431.29834 validation_1-mae:6022.80811 [1113] validation_0-mae:4429.90381 validation_1-mae:6022.43457 [1114] validation_0-mae:4429.25391 validation_1-mae:6022.46191 [1115] validation_0-mae:4428.39307 validation_1-mae:6022.25928 [1116] validation_0-mae:4427.48096 validation_1-mae:6022.01904 [1117] validation_0-mae:4426.41260 validation_1-mae:6021.76416 [1118] validation_0-mae:4424.30518 validation_1-mae:6020.87305 [1119] validation_0-mae:4423.55225 validation_1-mae:6021.14697 [1120] validation_0-mae:4422.64307 validation_1-mae:6021.36084 [1121] validation_0-mae:4421.42773 validation_1-mae:6020.83447 [1122] validation_0-mae:4420.64111 validation_1-mae:6021.05078 [1123] validation_0-mae:4419.32422 validation_1-mae:6021.07227 [1124] validation_0-mae:4418.07373 validation_1-mae:6020.71826 [1125] validation_0-mae:4417.37158 validation_1-mae:6020.91260 [1126] validation_0-mae:4415.76221 validation_1-mae:6020.38330 [1127] validation_0-mae:4415.20996 validation_1-mae:6020.25537 [1128] validation_0-mae:4413.25195 validation_1-mae:6019.49756 [1129] validation_0-mae:4411.72217 validation_1-mae:6018.85791 [1130] validation_0-mae:4410.45264 validation_1-mae:6018.55566 [1131] validation_0-mae:4409.67627 validation_1-mae:6018.81397 [1132] validation_0-mae:4409.30811 validation_1-mae:6018.58008 [1133] validation_0-mae:4407.38184 validation_1-mae:6017.79297 [1134] validation_0-mae:4406.32178 validation_1-mae:6017.44531 [1135] validation_0-mae:4405.37744 validation_1-mae:6017.29150 [1136] validation_0-mae:4404.22412 validation_1-mae:6016.39502 [1137] validation_0-mae:4403.06543 validation_1-mae:6015.68164 [1138] validation_0-mae:4402.03809 validation_1-mae:6015.54590 [1139] validation_0-mae:4399.80273 validation_1-mae:6014.44873 [1140] validation_0-mae:4398.33691 validation_1-mae:6014.70996 [1141] validation_0-mae:4397.74072 validation_1-mae:6014.51562 [1142] validation_0-mae:4396.71094 validation_1-mae:6013.96143 [1143] validation_0-mae:4395.84033 validation_1-mae:6013.95459 [1144] validation_0-mae:4394.24561 validation_1-mae:6014.34180 [1145] validation_0-mae:4392.85742 validation_1-mae:6015.04004 [1146] validation_0-mae:4391.51611 validation_1-mae:6014.78711 [1147] validation_0-mae:4389.86377 validation_1-mae:6014.85645 [1148] validation_0-mae:4389.07275 validation_1-mae:6014.79102 [1149] validation_0-mae:4388.09277 validation_1-mae:6014.51855 [1150] validation_0-mae:4386.75732 validation_1-mae:6013.98975 [1151] validation_0-mae:4385.44141 validation_1-mae:6014.70850 [1152] validation_0-mae:4383.96680 validation_1-mae:6014.74902 [1153] validation_0-mae:4383.42529 validation_1-mae:6014.53906 [1154] validation_0-mae:4382.38428 validation_1-mae:6014.75732 [1155] validation_0-mae:4381.22022 validation_1-mae:6014.48096 [1156] validation_0-mae:4380.60156 validation_1-mae:6014.88867 [1157] validation_0-mae:4378.92920 validation_1-mae:6014.89893 [1158] validation_0-mae:4377.16113 validation_1-mae:6014.73242 [1159] validation_0-mae:4376.81397 validation_1-mae:6014.87744 [1160] validation_0-mae:4375.70020 validation_1-mae:6014.57617 [1161] validation_0-mae:4375.27197 validation_1-mae:6014.65381 [1162] validation_0-mae:4374.95801 validation_1-mae:6014.69336 [1163] validation_0-mae:4374.16992 validation_1-mae:6015.10254 [1164] validation_0-mae:4373.79346 validation_1-mae:6014.87305 [1165] validation_0-mae:4372.64258 validation_1-mae:6015.37598 [1166] validation_0-mae:4372.15039 validation_1-mae:6015.33301 [1167] validation_0-mae:4372.14160 validation_1-mae:6015.34228 [1168] validation_0-mae:4370.98877 validation_1-mae:6015.14160 [1169] validation_0-mae:4369.55176 validation_1-mae:6015.07227 [1170] validation_0-mae:4368.92822 validation_1-mae:6014.77295 [1171] validation_0-mae:4368.33398 validation_1-mae:6014.62549 [1172] validation_0-mae:4368.03564 validation_1-mae:6014.76904 [1173] validation_0-mae:4367.01270 validation_1-mae:6014.30859 [1174] validation_0-mae:4365.60986 validation_1-mae:6014.15772 [1175] validation_0-mae:4364.80273 validation_1-mae:6014.03711 [1176] validation_0-mae:4363.79443 validation_1-mae:6014.00439 [1177] validation_0-mae:4363.29785 validation_1-mae:6013.81543 [1178] validation_0-mae:4362.45166 validation_1-mae:6013.75147 [1179] validation_0-mae:4360.97803 validation_1-mae:6014.15576 [1180] validation_0-mae:4360.00879 validation_1-mae:6013.98584 [1181] validation_0-mae:4358.72510 validation_1-mae:6014.54932 [1182] validation_0-mae:4358.09082 validation_1-mae:6014.35840 [1183] validation_0-mae:4356.63184 validation_1-mae:6014.11084 [1184] validation_0-mae:4356.53857 validation_1-mae:6014.12305 [1185] validation_0-mae:4356.32422 validation_1-mae:6014.06641 [1186] validation_0-mae:4354.82471 validation_1-mae:6013.56738 [1187] validation_0-mae:4354.06055 validation_1-mae:6013.71777 [1188] validation_0-mae:4353.21338 validation_1-mae:6013.13428 [1189] validation_0-mae:4352.26465 validation_1-mae:6012.67383 [1190] validation_0-mae:4351.30176 validation_1-mae:6012.81055 [1191] validation_0-mae:4349.81103 validation_1-mae:6012.76904 [1192] validation_0-mae:4348.47022 validation_1-mae:6012.51562 [1193] validation_0-mae:4347.42383 validation_1-mae:6012.27051 [1194] validation_0-mae:4346.60303 validation_1-mae:6012.20068 [1195] validation_0-mae:4345.93848 validation_1-mae:6012.37598 [1196] validation_0-mae:4344.94873 validation_1-mae:6011.96191 [1197] validation_0-mae:4344.30469 validation_1-mae:6011.72852 [1198] validation_0-mae:4343.02832 validation_1-mae:6011.82080 [1199] validation_0-mae:4342.75195 validation_1-mae:6011.85156 [1200] validation_0-mae:4341.93408 validation_1-mae:6011.56250 [1201] validation_0-mae:4341.33643 validation_1-mae:6011.29541 [1202] validation_0-mae:4340.46143 validation_1-mae:6011.13379 [1203] validation_0-mae:4340.02832 validation_1-mae:6011.35303 [1204] validation_0-mae:4339.09766 validation_1-mae:6011.53223 [1205] validation_0-mae:4338.62500 validation_1-mae:6011.35303 [1206] validation_0-mae:4338.14600 validation_1-mae:6011.03320 [1207] validation_0-mae:4336.52686 validation_1-mae:6010.91699 [1208] validation_0-mae:4334.86768 validation_1-mae:6010.68018 [1209] validation_0-mae:4332.94580 validation_1-mae:6010.36670 [1210] validation_0-mae:4330.88574 validation_1-mae:6009.59228 [1211] validation_0-mae:4329.44678 validation_1-mae:6009.85059 [1212] validation_0-mae:4328.17725 validation_1-mae:6010.15283 [1213] validation_0-mae:4326.79199 validation_1-mae:6010.16650 [1214] validation_0-mae:4325.97217 validation_1-mae:6010.12793 [1215] validation_0-mae:4324.63232 validation_1-mae:6009.71240 [1216] validation_0-mae:4324.26465 validation_1-mae:6009.73145 [1217] validation_0-mae:4323.32568 validation_1-mae:6009.61719 [1218] validation_0-mae:4322.85986 validation_1-mae:6009.87207 [1219] validation_0-mae:4322.08057 validation_1-mae:6009.91992 [1220] validation_0-mae:4320.68262 validation_1-mae:6010.42334 [1221] validation_0-mae:4318.82031 validation_1-mae:6010.37793 [1222] validation_0-mae:4317.80908 validation_1-mae:6010.30273 [1223] validation_0-mae:4316.75244 validation_1-mae:6010.49268 [1224] validation_0-mae:4315.75439 validation_1-mae:6010.80859 [1225] validation_0-mae:4315.13379 validation_1-mae:6011.38574 [1226] validation_0-mae:4314.62402 validation_1-mae:6011.45410 [1227] validation_0-mae:4314.39600 validation_1-mae:6011.44824 [1228] validation_0-mae:4314.10938 validation_1-mae:6011.52637 [1229] validation_0-mae:4313.46240 validation_1-mae:6011.14355 [1230] validation_0-mae:4312.58691 validation_1-mae:6011.32275 [1231] validation_0-mae:4311.92578 validation_1-mae:6011.75732 [1232] validation_0-mae:4311.10791 validation_1-mae:6011.28027 [1233] validation_0-mae:4310.85547 validation_1-mae:6011.16992 [1234] validation_0-mae:4309.19385 validation_1-mae:6010.42920 [1235] validation_0-mae:4307.80566 validation_1-mae:6010.40430 [1236] validation_0-mae:4306.45752 validation_1-mae:6010.24463 [1237] validation_0-mae:4305.37500 validation_1-mae:6010.27783 [1238] validation_0-mae:4304.17725 validation_1-mae:6009.93457 [1239] validation_0-mae:4303.47119 validation_1-mae:6010.47363 [1240] validation_0-mae:4302.31445 validation_1-mae:6010.51807 [1241] validation_0-mae:4301.17920 validation_1-mae:6010.61865 [1242] validation_0-mae:4300.49170 validation_1-mae:6010.48145 [1243] validation_0-mae:4299.72217 validation_1-mae:6010.74316 [1244] validation_0-mae:4298.94727 validation_1-mae:6010.17432 [1245] validation_0-mae:4297.50195 validation_1-mae:6009.99707 [1246] validation_0-mae:4296.95068 validation_1-mae:6010.01318 [1247] validation_0-mae:4295.24609 validation_1-mae:6010.24414 [1248] validation_0-mae:4294.65039 validation_1-mae:6010.27490 [1249] validation_0-mae:4293.95166 validation_1-mae:6010.30518 [1250] validation_0-mae:4292.21484 validation_1-mae:6009.70947 [1251] validation_0-mae:4291.20166 validation_1-mae:6009.78125 [1252] validation_0-mae:4289.70508 validation_1-mae:6009.40430 [1253] validation_0-mae:4289.34863 validation_1-mae:6009.32715 [1254] validation_0-mae:4288.29053 validation_1-mae:6009.18457 [1255] validation_0-mae:4287.77686 validation_1-mae:6009.04883 [1256] validation_0-mae:4287.08008 validation_1-mae:6009.01172 [1257] validation_0-mae:4286.05322 validation_1-mae:6008.84228 [1258] validation_0-mae:4284.32861 validation_1-mae:6008.26123 [1259] validation_0-mae:4283.03174 validation_1-mae:6007.78467 [1260] validation_0-mae:4281.84180 validation_1-mae:6007.70068 [1261] validation_0-mae:4280.95947 validation_1-mae:6007.46094 [1262] validation_0-mae:4279.54395 validation_1-mae:6007.54883 [1263] validation_0-mae:4278.62256 validation_1-mae:6007.51660 [1264] validation_0-mae:4277.41699 validation_1-mae:6007.52100 [1265] validation_0-mae:4276.97266 validation_1-mae:6007.59277 [1266] validation_0-mae:4275.54395 validation_1-mae:6007.29639 [1267] validation_0-mae:4274.21582 validation_1-mae:6006.58740 [1268] validation_0-mae:4273.30518 validation_1-mae:6006.86865 [1269] validation_0-mae:4272.61621 validation_1-mae:6006.50928 [1270] validation_0-mae:4271.58398 validation_1-mae:6006.20996 [1271] validation_0-mae:4270.85303 validation_1-mae:6005.80420 [1272] validation_0-mae:4269.56103 validation_1-mae:6005.46924 [1273] validation_0-mae:4269.13037 validation_1-mae:6005.37353 [1274] validation_0-mae:4268.19629 validation_1-mae:6005.49121 [1275] validation_0-mae:4267.71191 validation_1-mae:6005.48242 [1276] validation_0-mae:4266.79395 validation_1-mae:6005.98633 [1277] validation_0-mae:4266.20801 validation_1-mae:6006.04443 [1278] validation_0-mae:4266.15430 validation_1-mae:6006.05713 [1279] validation_0-mae:4265.44531 validation_1-mae:6006.23779 [1280] validation_0-mae:4264.74170 validation_1-mae:6005.91309 [1281] validation_0-mae:4264.07617 validation_1-mae:6005.86475 [1282] validation_0-mae:4263.93506 validation_1-mae:6005.94678 [1283] validation_0-mae:4263.26172 validation_1-mae:6005.75977 [1284] validation_0-mae:4262.59180 validation_1-mae:6005.72022 [1285] validation_0-mae:4262.17432 validation_1-mae:6005.88672 [1286] validation_0-mae:4261.06494 validation_1-mae:6005.68945 [1287] validation_0-mae:4260.27490 validation_1-mae:6005.49072 [1288] validation_0-mae:4259.72363 validation_1-mae:6005.46728 [1289] validation_0-mae:4258.77734 validation_1-mae:6005.47168 [1290] validation_0-mae:4257.91016 validation_1-mae:6005.61426 [1291] validation_0-mae:4257.66699 validation_1-mae:6005.67432 [1292] validation_0-mae:4257.22900 validation_1-mae:6005.96484 [1293] validation_0-mae:4255.62402 validation_1-mae:6006.35645 [1294] validation_0-mae:4254.77734 validation_1-mae:6006.71582 [1295] validation_0-mae:4254.14062 validation_1-mae:6006.74707 [1296] validation_0-mae:4252.76025 validation_1-mae:6006.92627 [1297] validation_0-mae:4250.82812 validation_1-mae:6006.78467 [1298] validation_0-mae:4249.36426 validation_1-mae:6006.34863 [1299] validation_0-mae:4247.73779 validation_1-mae:6006.88965 [1300] validation_0-mae:4246.24561 validation_1-mae:6006.37695 [1301] validation_0-mae:4244.82373 validation_1-mae:6005.60156 [1302] validation_0-mae:4244.01172 validation_1-mae:6005.79150 [1303] validation_0-mae:4243.19531 validation_1-mae:6005.46484 [1304] validation_0-mae:4242.00586 validation_1-mae:6005.29492 [1305] validation_0-mae:4240.67236 validation_1-mae:6005.17432 [1306] validation_0-mae:4240.01660 validation_1-mae:6005.42188 [1307] validation_0-mae:4239.08691 validation_1-mae:6005.68311 [1308] validation_0-mae:4237.79639 validation_1-mae:6005.34570 [1309] validation_0-mae:4236.73633 validation_1-mae:6004.95898 [1310] validation_0-mae:4236.18457 validation_1-mae:6005.24463 [1311] validation_0-mae:4235.61133 validation_1-mae:6005.47705 [1312] validation_0-mae:4234.59863 validation_1-mae:6005.55664 [1313] validation_0-mae:4233.38184 validation_1-mae:6005.33350 [1314] validation_0-mae:4232.76416 validation_1-mae:6005.20459 [1315] validation_0-mae:4231.94385 validation_1-mae:6004.80322 [1316] validation_0-mae:4231.71728 validation_1-mae:6004.83594 [1317] validation_0-mae:4231.61182 validation_1-mae:6004.80713 [1318] validation_0-mae:4231.54248 validation_1-mae:6004.79736 [1319] validation_0-mae:4231.07715 validation_1-mae:6005.04688 [1320] validation_0-mae:4230.52441 validation_1-mae:6005.03613 [1321] validation_0-mae:4229.60742 validation_1-mae:6005.02930 [1322] validation_0-mae:4228.42432 validation_1-mae:6004.74805 [1323] validation_0-mae:4226.93750 validation_1-mae:6004.66162 [1324] validation_0-mae:4224.93164 validation_1-mae:6003.38965 [1325] validation_0-mae:4224.15820 validation_1-mae:6003.16455 [1326] validation_0-mae:4223.15576 validation_1-mae:6003.09473 [1327] validation_0-mae:4221.69971 validation_1-mae:6003.05664 [1328] validation_0-mae:4221.14453 validation_1-mae:6002.82031 [1329] validation_0-mae:4219.97754 validation_1-mae:6002.51953 [1330] validation_0-mae:4219.30615 validation_1-mae:6002.73682 [1331] validation_0-mae:4218.64990 validation_1-mae:6002.81299 [1332] validation_0-mae:4217.53467 validation_1-mae:6002.72559 [1333] validation_0-mae:4216.74316 validation_1-mae:6002.36572 [1334] validation_0-mae:4215.99512 validation_1-mae:6002.60498 [1335] validation_0-mae:4215.12158 validation_1-mae:6002.55908 [1336] validation_0-mae:4213.32666 validation_1-mae:6002.72998 [1337] validation_0-mae:4211.33105 validation_1-mae:6003.24121 [1338] validation_0-mae:4209.77539 validation_1-mae:6002.93066 [1339] validation_0-mae:4209.25391 validation_1-mae:6003.10596 [1340] validation_0-mae:4208.70117 validation_1-mae:6003.28223 [1341] validation_0-mae:4207.51660 validation_1-mae:6003.68213 [1342] validation_0-mae:4207.30225 validation_1-mae:6003.61084 [1343] validation_0-mae:4206.59522 validation_1-mae:6003.33105 [1344] validation_0-mae:4206.18701 validation_1-mae:6003.23975 [1345] validation_0-mae:4205.58691 validation_1-mae:6003.34473 [1346] validation_0-mae:4205.07812 validation_1-mae:6003.50049 [1347] validation_0-mae:4204.52637 validation_1-mae:6003.51465 [1348] validation_0-mae:4204.17920 validation_1-mae:6003.31494 [1349] validation_0-mae:4203.26367 validation_1-mae:6003.33447 [1350] validation_0-mae:4201.62744 validation_1-mae:6003.04932 [1351] validation_0-mae:4199.81738 validation_1-mae:6002.61279 [1352] validation_0-mae:4199.35400 validation_1-mae:6002.73828 [1353] validation_0-mae:4198.38281 validation_1-mae:6002.85889 [1354] validation_0-mae:4197.05859 validation_1-mae:6002.83691 [1355] validation_0-mae:4196.08105 validation_1-mae:6002.65381 [1356] validation_0-mae:4195.91309 validation_1-mae:6003.00488 [1357] validation_0-mae:4194.97510 validation_1-mae:6003.08350 [1358] validation_0-mae:4193.93506 validation_1-mae:6003.07959 [1359] validation_0-mae:4192.69971 validation_1-mae:6003.13721 [1360] validation_0-mae:4192.40283 validation_1-mae:6003.18603 [1361] validation_0-mae:4191.59717 validation_1-mae:6003.35596 [1362] validation_0-mae:4190.68994 validation_1-mae:6003.15625 [1363] validation_0-mae:4189.96289 validation_1-mae:6003.15869 [1364] validation_0-mae:4188.31250 validation_1-mae:6002.54297 [1365] validation_0-mae:4187.95752 validation_1-mae:6002.54395 [1366] validation_0-mae:4187.45264 validation_1-mae:6002.67139 [1367] validation_0-mae:4186.80811 validation_1-mae:6002.70898 [1368] validation_0-mae:4186.15186 validation_1-mae:6002.64160 [1369] validation_0-mae:4185.51611 validation_1-mae:6002.37012 [1370] validation_0-mae:4184.42139 validation_1-mae:6001.96631 [1371] validation_0-mae:4183.77051 validation_1-mae:6001.95459 [1372] validation_0-mae:4183.19873 validation_1-mae:6001.97949 [1373] validation_0-mae:4182.58496 validation_1-mae:6001.37109 [1374] validation_0-mae:4181.22461 validation_1-mae:6001.01562 [1375] validation_0-mae:4180.60596 validation_1-mae:6000.97022 [1376] validation_0-mae:4179.89453 validation_1-mae:6000.76709 [1377] validation_0-mae:4178.91748 validation_1-mae:6000.69092 [1378] validation_0-mae:4177.89844 validation_1-mae:6000.29346 [1379] validation_0-mae:4176.66602 validation_1-mae:6000.34522 [1380] validation_0-mae:4176.40625 validation_1-mae:6000.58105 [1381] validation_0-mae:4175.80957 validation_1-mae:6000.82471 [1382] validation_0-mae:4174.57910 validation_1-mae:6000.79541 [1383] validation_0-mae:4172.93066 validation_1-mae:6001.29199 [1384] validation_0-mae:4171.93262 validation_1-mae:6001.90039 [1385] validation_0-mae:4170.83740 validation_1-mae:6001.47461 [1386] validation_0-mae:4169.99512 validation_1-mae:6001.48193 [1387] validation_0-mae:4169.73877 validation_1-mae:6001.51074 [1388] validation_0-mae:4169.27197 validation_1-mae:6001.67529 [1389] validation_0-mae:4167.48193 validation_1-mae:6001.14258 [1390] validation_0-mae:4166.45605 validation_1-mae:6000.98291 [1391] validation_0-mae:4165.26221 validation_1-mae:6001.20996 [1392] validation_0-mae:4164.01855 validation_1-mae:6001.29248 [1393] validation_0-mae:4163.21631 validation_1-mae:6001.20654 [1394] validation_0-mae:4162.09570 validation_1-mae:6001.08203 [1395] validation_0-mae:4161.68311 validation_1-mae:6001.02637 [1396] validation_0-mae:4161.24561 validation_1-mae:6001.02441 [1397] validation_0-mae:4160.58887 validation_1-mae:6001.22266 [1398] validation_0-mae:4159.48828 validation_1-mae:6000.88672 [1399] validation_0-mae:4158.29541 validation_1-mae:6000.95996 [1400] validation_0-mae:4157.53467 validation_1-mae:6000.69775 [1401] validation_0-mae:4155.58301 validation_1-mae:6000.22070 [1402] validation_0-mae:4153.84912 validation_1-mae:6000.26660 [1403] validation_0-mae:4153.12939 validation_1-mae:6000.06494 [1404] validation_0-mae:4152.65576 validation_1-mae:6000.05078 [1405] validation_0-mae:4151.98682 validation_1-mae:6000.05664 [1406] validation_0-mae:4151.29248 validation_1-mae:6000.32080 [1407] validation_0-mae:4150.03662 validation_1-mae:6000.33203 [1408] validation_0-mae:4149.11426 validation_1-mae:6000.20215 [1409] validation_0-mae:4148.65674 validation_1-mae:6000.07373 [1410] validation_0-mae:4148.05762 validation_1-mae:6000.12549 [1411] validation_0-mae:4147.49023 validation_1-mae:6000.49805 [1412] validation_0-mae:4146.50049 validation_1-mae:5999.89746 [1413] validation_0-mae:4145.34766 validation_1-mae:5999.99219 [1414] validation_0-mae:4144.18750 validation_1-mae:6000.51025 [1415] validation_0-mae:4143.55518 validation_1-mae:6000.50684 [1416] validation_0-mae:4142.42529 validation_1-mae:5999.93945 [1417] validation_0-mae:4142.03369 validation_1-mae:5999.91260 [1418] validation_0-mae:4141.05273 validation_1-mae:5999.66846 [1419] validation_0-mae:4139.55566 validation_1-mae:5999.47070 [1420] validation_0-mae:4137.94727 validation_1-mae:6000.07129 [1421] validation_0-mae:4136.85254 validation_1-mae:6000.55908 [1422] validation_0-mae:4136.08301 validation_1-mae:6000.53418 [1423] validation_0-mae:4135.09180 validation_1-mae:6000.16309 [1424] validation_0-mae:4134.38428 validation_1-mae:5999.92236 [1425] validation_0-mae:4133.14160 validation_1-mae:6000.12598 [1426] validation_0-mae:4132.10254 validation_1-mae:6000.23340 [1427] validation_0-mae:4130.90186 validation_1-mae:6000.08838 [1428] validation_0-mae:4130.31934 validation_1-mae:5999.88965 [1429] validation_0-mae:4129.70020 validation_1-mae:5999.76514 [1430] validation_0-mae:4128.86377 validation_1-mae:6000.05078 [1431] validation_0-mae:4128.03418 validation_1-mae:6000.21436 [1432] validation_0-mae:4127.31836 validation_1-mae:6000.09033 [1433] validation_0-mae:4126.30273 validation_1-mae:5999.84570 [1434] validation_0-mae:4125.46338 validation_1-mae:5999.86719 [1435] validation_0-mae:4124.95996 validation_1-mae:5999.90967 [1436] validation_0-mae:4124.04053 validation_1-mae:5999.99756 [1437] validation_0-mae:4123.51172 validation_1-mae:5999.84424 [1438] validation_0-mae:4122.52881 validation_1-mae:5999.93262 [1439] validation_0-mae:4121.94922 validation_1-mae:5999.71582 [1440] validation_0-mae:4121.31299 validation_1-mae:5999.56787 [1441] validation_0-mae:4121.21191 validation_1-mae:5999.54004 [1442] validation_0-mae:4120.57275 validation_1-mae:5999.72412 [1443] validation_0-mae:4119.49805 validation_1-mae:5999.57910 [1444] validation_0-mae:4118.70703 validation_1-mae:5999.37939 [1445] validation_0-mae:4117.83887 validation_1-mae:5999.03564 [1446] validation_0-mae:4116.67578 validation_1-mae:5998.93555 [1447] validation_0-mae:4115.87500 validation_1-mae:5998.69824 [1448] validation_0-mae:4115.20117 validation_1-mae:5998.63379 [1449] validation_0-mae:4114.18750 validation_1-mae:5998.04834 [1450] validation_0-mae:4113.38574 validation_1-mae:5998.41992 [1451] validation_0-mae:4112.47461 validation_1-mae:5998.81250 [1452] validation_0-mae:4111.40332 validation_1-mae:5999.09033 [1453] validation_0-mae:4110.75879 validation_1-mae:5999.09961 [1454] validation_0-mae:4108.73193 validation_1-mae:5998.28125 [1455] validation_0-mae:4107.36963 validation_1-mae:5998.93994 [1456] validation_0-mae:4106.06982 validation_1-mae:5998.34766 [1457] validation_0-mae:4104.45361 validation_1-mae:5998.36035 [1458] validation_0-mae:4103.30127 validation_1-mae:5997.90478 [1459] validation_0-mae:4102.03223 validation_1-mae:5997.77197 [1460] validation_0-mae:4100.95703 validation_1-mae:5998.21875 [1461] validation_0-mae:4099.74805 validation_1-mae:5998.59277 [1462] validation_0-mae:4098.86377 validation_1-mae:5998.61182 [1463] validation_0-mae:4097.82666 validation_1-mae:5998.42822 [1464] validation_0-mae:4097.04004 validation_1-mae:5999.08691 [1465] validation_0-mae:4096.25586 validation_1-mae:5998.89844 [1466] validation_0-mae:4095.35620 validation_1-mae:5998.48877 [1467] validation_0-mae:4094.41772 validation_1-mae:5998.30322 [1468] validation_0-mae:4093.27148 validation_1-mae:5998.76221 [1469] validation_0-mae:4092.72168 validation_1-mae:5998.95361 [1470] validation_0-mae:4090.76978 validation_1-mae:5998.45117 [1471] validation_0-mae:4089.97876 validation_1-mae:5998.93164 [1472] validation_0-mae:4088.70264 validation_1-mae:5998.68506 [1473] validation_0-mae:4087.64258 validation_1-mae:5999.11279 [1474] validation_0-mae:4087.19409 validation_1-mae:5999.17188 [1475] validation_0-mae:4086.19727 validation_1-mae:5998.87842 [1476] validation_0-mae:4085.34009 validation_1-mae:5999.12549 [1477] validation_0-mae:4084.15698 validation_1-mae:5998.58350 [1478] validation_0-mae:4083.53467 validation_1-mae:5998.62012 [1479] validation_0-mae:4083.18042 validation_1-mae:5998.71240 [1480] validation_0-mae:4082.10278 validation_1-mae:5998.37305 [1481] validation_0-mae:4080.88379 validation_1-mae:5998.23584 [1482] validation_0-mae:4079.98340 validation_1-mae:5998.29297 [1483] validation_0-mae:4079.55395 validation_1-mae:5998.31543 [1484] validation_0-mae:4078.97485 validation_1-mae:5997.99561 [1485] validation_0-mae:4078.50732 validation_1-mae:5997.90088 [1486] validation_0-mae:4077.96265 validation_1-mae:5997.80518 [1487] validation_0-mae:4076.43945 validation_1-mae:5997.31885 [1488] validation_0-mae:4075.54956 validation_1-mae:5996.54346 [1489] validation_0-mae:4074.27710 validation_1-mae:5996.35693 [1490] validation_0-mae:4073.54419 validation_1-mae:5996.43701 [1491] validation_0-mae:4072.86475 validation_1-mae:5996.49072 [1492] validation_0-mae:4072.29370 validation_1-mae:5996.46533 [1493] validation_0-mae:4071.64673 validation_1-mae:5996.15430 [1494] validation_0-mae:4070.97900 validation_1-mae:5996.06494 [1495] validation_0-mae:4069.95801 validation_1-mae:5996.36523 [1496] validation_0-mae:4069.30225 validation_1-mae:5996.12793 [1497] validation_0-mae:4069.08057 validation_1-mae:5996.10547 [1498] validation_0-mae:4068.47485 validation_1-mae:5996.67871 [1499] validation_0-mae:4067.64331 validation_1-mae:5996.51221 [1500] validation_0-mae:4067.06421 validation_1-mae:5996.12353 [1501] validation_0-mae:4066.01074 validation_1-mae:5996.12207 [1502] validation_0-mae:4065.60449 validation_1-mae:5995.70703 [1503] validation_0-mae:4065.09717 validation_1-mae:5995.69238 [1504] validation_0-mae:4064.18262 validation_1-mae:5995.67920 [1505] validation_0-mae:4063.36719 validation_1-mae:5995.38721 [1506] validation_0-mae:4062.80933 validation_1-mae:5995.25098 [1507] validation_0-mae:4061.63965 validation_1-mae:5995.50830 [1508] validation_0-mae:4061.10303 validation_1-mae:5995.46728 [1509] validation_0-mae:4059.78076 validation_1-mae:5995.38379 [1510] validation_0-mae:4059.35644 validation_1-mae:5995.58203 [1511] validation_0-mae:4058.38379 validation_1-mae:5995.52441 [1512] validation_0-mae:4057.95068 validation_1-mae:5995.45166 [1513] validation_0-mae:4057.11035 validation_1-mae:5995.65772 [1514] validation_0-mae:4056.35571 validation_1-mae:5995.79639 [1515] validation_0-mae:4055.32544 validation_1-mae:5996.10645 [1516] validation_0-mae:4054.96606 validation_1-mae:5996.06348 [1517] validation_0-mae:4054.21045 validation_1-mae:5995.76514 [1518] validation_0-mae:4053.22534 validation_1-mae:5995.97559 [1519] validation_0-mae:4052.33374 validation_1-mae:5996.08008 [1520] validation_0-mae:4051.69971 validation_1-mae:5996.58887 [1521] validation_0-mae:4050.90625 validation_1-mae:5996.63916 [1522] validation_0-mae:4049.85181 validation_1-mae:5996.34912 [1523] validation_0-mae:4049.67993 validation_1-mae:5996.34326 [1524] validation_0-mae:4048.79981 validation_1-mae:5996.19629 [1525] validation_0-mae:4048.17139 validation_1-mae:5996.48145 [1526] validation_0-mae:4047.63013 validation_1-mae:5996.31201 [1527] validation_0-mae:4046.81494 validation_1-mae:5996.31397 [1528] validation_0-mae:4046.02295 validation_1-mae:5995.95557 [1529] validation_0-mae:4045.45996 validation_1-mae:5995.94727 [1530] validation_0-mae:4044.63110 validation_1-mae:5995.66504 [1531] validation_0-mae:4043.41064 validation_1-mae:5995.46289 [1532] validation_0-mae:4042.36694 validation_1-mae:5995.72119 [1533] validation_0-mae:4041.73291 validation_1-mae:5995.50879 [1534] validation_0-mae:4041.10840 validation_1-mae:5995.38770 [1535] validation_0-mae:4040.03589 validation_1-mae:5995.43359 [1536] validation_0-mae:4038.74487 validation_1-mae:5995.68359 [1537] validation_0-mae:4038.11011 validation_1-mae:5995.78369 [1538] validation_0-mae:4036.89233 validation_1-mae:5995.82471 [1539] validation_0-mae:4035.48901 validation_1-mae:5995.19727 [1540] validation_0-mae:4035.00659 validation_1-mae:5995.32764 [1541] validation_0-mae:4034.37451 validation_1-mae:5995.02539 [1542] validation_0-mae:4032.29639 validation_1-mae:5994.16602 [1543] validation_0-mae:4031.49927 validation_1-mae:5994.21387 [1544] validation_0-mae:4030.11645 validation_1-mae:5993.77588 [1545] validation_0-mae:4029.48462 validation_1-mae:5993.60352 [1546] validation_0-mae:4028.66577 validation_1-mae:5993.50879 [1547] validation_0-mae:4027.87183 validation_1-mae:5993.27295 [1548] validation_0-mae:4026.84937 validation_1-mae:5993.12012 [1549] validation_0-mae:4026.36231 validation_1-mae:5993.35156 [1550] validation_0-mae:4026.08911 validation_1-mae:5993.24658 [1551] validation_0-mae:4025.72754 validation_1-mae:5993.32861 [1552] validation_0-mae:4025.26001 validation_1-mae:5993.63232 [1553] validation_0-mae:4024.62231 validation_1-mae:5993.93408 [1554] validation_0-mae:4024.30469 validation_1-mae:5994.10547 [1555] validation_0-mae:4023.60693 validation_1-mae:5994.21338 [1556] validation_0-mae:4023.07837 validation_1-mae:5994.34180 [1557] validation_0-mae:4022.65698 validation_1-mae:5994.15186 [1558] validation_0-mae:4021.93457 validation_1-mae:5994.00342 [1559] validation_0-mae:4021.70190 validation_1-mae:5994.04590 [1560] validation_0-mae:4021.47681 validation_1-mae:5993.93848 [1561] validation_0-mae:4021.43042 validation_1-mae:5993.98682 [1562] validation_0-mae:4020.80127 validation_1-mae:5994.02197 [1563] validation_0-mae:4019.47534 validation_1-mae:5993.70850 [1564] validation_0-mae:4018.62231 validation_1-mae:5993.89648 [1565] validation_0-mae:4017.42310 validation_1-mae:5993.91504 [1566] validation_0-mae:4016.35132 validation_1-mae:5994.32373 [1567] validation_0-mae:4015.32495 validation_1-mae:5994.08691 [1568] validation_0-mae:4014.53589 validation_1-mae:5993.56348 [1569] validation_0-mae:4014.39087 validation_1-mae:5993.60596 [1570] validation_0-mae:4013.74145 validation_1-mae:5993.60400 [1571] validation_0-mae:4012.66577 validation_1-mae:5993.42773 [1572] validation_0-mae:4011.72803 validation_1-mae:5993.43359 [1573] validation_0-mae:4009.92749 validation_1-mae:5993.23096 [1574] validation_0-mae:4008.56299 validation_1-mae:5993.07471 [1575] validation_0-mae:4008.19434 validation_1-mae:5993.24170 [1576] validation_0-mae:4006.93311 validation_1-mae:5993.81885 [1577] validation_0-mae:4006.56787 validation_1-mae:5993.93603 [1578] validation_0-mae:4005.58740 validation_1-mae:5993.79980 [1579] validation_0-mae:4004.64722 validation_1-mae:5993.58789 [1580] validation_0-mae:4004.23120 validation_1-mae:5993.29980 [1581] validation_0-mae:4003.62720 validation_1-mae:5993.82422 [1582] validation_0-mae:4002.93140 validation_1-mae:5993.64746 [1583] validation_0-mae:4001.86938 validation_1-mae:5993.63721 [1584] validation_0-mae:4000.68945 validation_1-mae:5993.53662 [1585] validation_0-mae:4000.13208 validation_1-mae:5993.45703 [1586] validation_0-mae:3999.29272 validation_1-mae:5993.51514 [1587] validation_0-mae:3998.44141 validation_1-mae:5993.35352 [1588] validation_0-mae:3996.85644 validation_1-mae:5993.13135 [1589] validation_0-mae:3995.86987 validation_1-mae:5992.85840 [1590] validation_0-mae:3995.27954 validation_1-mae:5993.08496 [1591] validation_0-mae:3994.96094 validation_1-mae:5993.08252 [1592] validation_0-mae:3994.39746 validation_1-mae:5993.08887 [1593] validation_0-mae:3993.41431 validation_1-mae:5993.52539 [1594] validation_0-mae:3992.25879 validation_1-mae:5993.12256 [1595] validation_0-mae:3991.39307 validation_1-mae:5993.83545 [1596] validation_0-mae:3990.30029 validation_1-mae:5993.79834 [1597] validation_0-mae:3989.56348 validation_1-mae:5994.06445 [1598] validation_0-mae:3988.76269 validation_1-mae:5994.09473 [1599] validation_0-mae:3987.94995 validation_1-mae:5993.91113 [1600] validation_0-mae:3987.19336 validation_1-mae:5994.24072 [1601] validation_0-mae:3986.34839 validation_1-mae:5994.04639 [1602] validation_0-mae:3985.72070 validation_1-mae:5994.00391 [1603] validation_0-mae:3985.11792 validation_1-mae:5994.07324 [1604] validation_0-mae:3984.21655 validation_1-mae:5994.25293 [1605] validation_0-mae:3983.36279 validation_1-mae:5993.76855 [1606] validation_0-mae:3982.74561 validation_1-mae:5993.95996 [1607] validation_0-mae:3982.32788 validation_1-mae:5994.14600 [1608] validation_0-mae:3981.15942 validation_1-mae:5994.37451 [1609] validation_0-mae:3980.12500 validation_1-mae:5994.37793 [1610] validation_0-mae:3978.90649 validation_1-mae:5994.09912 [1611] validation_0-mae:3977.55713 validation_1-mae:5994.38281 [1612] validation_0-mae:3977.12720 validation_1-mae:5994.47656 [1613] validation_0-mae:3976.29883 validation_1-mae:5994.60303 [1614] validation_0-mae:3975.65601 validation_1-mae:5994.46094 [1615] validation_0-mae:3975.10303 validation_1-mae:5994.42529 [1616] validation_0-mae:3974.82324 validation_1-mae:5994.42090 [1617] validation_0-mae:3974.43433 validation_1-mae:5994.32764 [1618] validation_0-mae:3973.52368 validation_1-mae:5994.44092 [1619] validation_0-mae:3973.34644 validation_1-mae:5994.45020 [1620] validation_0-mae:3972.42114 validation_1-mae:5994.58252 [1621] validation_0-mae:3972.04517 validation_1-mae:5994.57031 [1622] validation_0-mae:3970.23828 validation_1-mae:5995.44775 [1623] validation_0-mae:3969.94531 validation_1-mae:5995.47461 [1624] validation_0-mae:3969.22363 validation_1-mae:5995.68897 [1625] validation_0-mae:3968.74658 validation_1-mae:5995.70947 [1626] validation_0-mae:3967.61621 validation_1-mae:5995.92041 [1627] validation_0-mae:3966.79956 validation_1-mae:5995.76904 [1628] validation_0-mae:3965.96143 validation_1-mae:5996.29150 [1629] validation_0-mae:3965.36426 validation_1-mae:5996.33008 [1630] validation_0-mae:3964.79932 validation_1-mae:5996.49658 [1631] validation_0-mae:3964.20483 validation_1-mae:5996.54346 [1632] validation_0-mae:3962.86670 validation_1-mae:5996.23584 [1633] validation_0-mae:3961.69971 validation_1-mae:5996.48828 [1634] validation_0-mae:3961.01856 validation_1-mae:5996.37891 [1635] validation_0-mae:3959.89722 validation_1-mae:5995.49365 [1636] validation_0-mae:3958.91064 validation_1-mae:5995.44141 [1637] validation_0-mae:3958.28906 validation_1-mae:5995.63379 [1638] validation_0-mae:3957.63769 validation_1-mae:5995.39990 [1639] validation_0-mae:3957.01196 validation_1-mae:5995.19434 [1640] validation_0-mae:3956.35059 validation_1-mae:5995.31055 [1641] validation_0-mae:3955.83716 validation_1-mae:5995.55713 [1642] validation_0-mae:3954.94043 validation_1-mae:5995.70410 [1643] validation_0-mae:3954.03149 validation_1-mae:5995.94727 [1644] validation_0-mae:3953.10596 validation_1-mae:5996.16211 [1645] validation_0-mae:3952.36523 validation_1-mae:5996.24658 [1646] validation_0-mae:3951.83984 validation_1-mae:5996.15527 [1647] validation_0-mae:3950.79443 validation_1-mae:5996.05762 [1648] validation_0-mae:3949.29639 validation_1-mae:5995.92920 [1649] validation_0-mae:3948.30811 validation_1-mae:5995.21924 [1650] validation_0-mae:3947.44751 validation_1-mae:5994.82959 [1651] validation_0-mae:3947.06812 validation_1-mae:5994.95215 [1652] validation_0-mae:3946.30078 validation_1-mae:5994.57324 [1653] validation_0-mae:3945.07983 validation_1-mae:5994.32666 [1654] validation_0-mae:3944.52222 validation_1-mae:5994.19678 [1655] validation_0-mae:3944.11377 validation_1-mae:5994.23193 [1656] validation_0-mae:3943.15698 validation_1-mae:5993.91553 [1657] validation_0-mae:3942.65625 validation_1-mae:5994.28662 [1658] validation_0-mae:3941.76001 validation_1-mae:5994.02100 [1659] validation_0-mae:3941.28760 validation_1-mae:5994.13623 [1660] validation_0-mae:3940.85547 validation_1-mae:5994.28223 [1661] validation_0-mae:3939.96265 validation_1-mae:5994.28272 [1662] validation_0-mae:3939.05444 validation_1-mae:5994.22168 [1663] validation_0-mae:3938.43921 validation_1-mae:5993.93018 [1664] validation_0-mae:3937.92334 validation_1-mae:5993.74805 [1665] validation_0-mae:3937.46045 validation_1-mae:5993.74561 [1666] validation_0-mae:3936.82739 validation_1-mae:5993.50342 [1667] validation_0-mae:3935.97730 validation_1-mae:5993.98975 [1668] validation_0-mae:3935.89770 validation_1-mae:5993.94580 [1669] validation_0-mae:3935.42432 validation_1-mae:5993.74805 [1670] validation_0-mae:3934.37085 validation_1-mae:5993.20215 [1671] validation_0-mae:3933.27148 validation_1-mae:5994.02832 [1672] validation_0-mae:3932.42358 validation_1-mae:5993.76660 [1673] validation_0-mae:3931.23120 validation_1-mae:5993.66992 [1674] validation_0-mae:3930.82739 validation_1-mae:5993.72314 [1675] validation_0-mae:3930.21460 validation_1-mae:5993.87353 [1676] validation_0-mae:3929.86353 validation_1-mae:5993.85645 [1677] validation_0-mae:3929.38184 validation_1-mae:5993.98047 [1678] validation_0-mae:3928.06421 validation_1-mae:5993.80078 [1679] validation_0-mae:3927.45093 validation_1-mae:5993.91650 [1680] validation_0-mae:3926.77441 validation_1-mae:5994.16846 [1681] validation_0-mae:3926.59619 validation_1-mae:5994.03125 [1682] validation_0-mae:3925.86572 validation_1-mae:5993.93945 [1683] validation_0-mae:3925.71899 validation_1-mae:5994.05029 [1684] validation_0-mae:3925.34351 validation_1-mae:5993.73047 [1685] validation_0-mae:3924.41162 validation_1-mae:5993.40723 [1686] validation_0-mae:3923.21655 validation_1-mae:5993.51123 [1687] validation_0-mae:3922.48682 validation_1-mae:5993.34375 [1688] validation_0-mae:3921.93921 validation_1-mae:5993.89502 [1689] validation_0-mae:3920.94434 validation_1-mae:5993.81787 [1690] validation_0-mae:3920.27954 validation_1-mae:5993.63281 [1691] validation_0-mae:3919.82056 validation_1-mae:5993.62012 [1692] validation_0-mae:3919.17432 validation_1-mae:5993.86768 [1693] validation_0-mae:3918.11719 validation_1-mae:5994.10889 [1694] validation_0-mae:3917.44189 validation_1-mae:5993.89014 [1695] validation_0-mae:3917.01489 validation_1-mae:5993.82812 [1696] validation_0-mae:3916.39307 validation_1-mae:5993.77978 [1697] validation_0-mae:3915.79565 validation_1-mae:5993.96826 [1698] validation_0-mae:3915.64233 validation_1-mae:5994.01221 [1699] validation_0-mae:3914.87524 validation_1-mae:5993.93408 Dropping: sprowadzon [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.97461 validation_1-mae:9623.92090 [14] validation_0-mae:9418.90527 validation_1-mae:9233.26269 [15] validation_0-mae:9084.41894 validation_1-mae:8905.83496 [16] validation_0-mae:8802.76660 validation_1-mae:8634.42578 [17] validation_0-mae:8567.56836 validation_1-mae:8409.99414 [18] validation_0-mae:8374.73828 validation_1-mae:8221.81543 [19] validation_0-mae:8211.97070 validation_1-mae:8068.87695 [20] validation_0-mae:8069.25439 validation_1-mae:7937.74072 [21] validation_0-mae:7944.89600 validation_1-mae:7829.82129 [22] validation_0-mae:7846.75635 validation_1-mae:7743.39453 [23] validation_0-mae:7760.49268 validation_1-mae:7674.26562 [24] validation_0-mae:7676.77881 validation_1-mae:7595.91943 [25] validation_0-mae:7604.22461 validation_1-mae:7532.59863 [26] validation_0-mae:7548.76855 validation_1-mae:7485.81397 [27] validation_0-mae:7488.48926 validation_1-mae:7431.78418 [28] validation_0-mae:7439.25342 validation_1-mae:7390.69385 [29] validation_0-mae:7397.08154 validation_1-mae:7356.52148 [30] validation_0-mae:7361.37939 validation_1-mae:7326.05664 [31] validation_0-mae:7320.82324 validation_1-mae:7289.51660 [32] validation_0-mae:7292.41406 validation_1-mae:7272.04932 [33] validation_0-mae:7264.21240 validation_1-mae:7251.42041 [34] validation_0-mae:7233.89893 validation_1-mae:7231.46143 [35] validation_0-mae:7202.42920 validation_1-mae:7206.81787 [36] validation_0-mae:7185.20361 validation_1-mae:7193.40332 [37] validation_0-mae:7167.49853 validation_1-mae:7183.38721 [38] validation_0-mae:7142.06152 validation_1-mae:7161.88867 [39] validation_0-mae:7120.70850 validation_1-mae:7144.75293 [40] validation_0-mae:7102.88379 validation_1-mae:7134.38428 [41] validation_0-mae:7086.71875 validation_1-mae:7121.77295 [42] validation_0-mae:7069.59863 validation_1-mae:7111.03076 [43] validation_0-mae:7049.54834 validation_1-mae:7097.23145 [44] validation_0-mae:7037.07080 validation_1-mae:7086.44482 [45] validation_0-mae:7011.81006 validation_1-mae:7066.00098 [46] validation_0-mae:6988.37256 validation_1-mae:7046.20166 [47] validation_0-mae:6972.49365 validation_1-mae:7038.13428 [48] validation_0-mae:6947.80811 validation_1-mae:7019.65772 [49] validation_0-mae:6933.62598 validation_1-mae:7009.60498 [50] validation_0-mae:6915.70459 validation_1-mae:6996.67627 [51] validation_0-mae:6900.52295 validation_1-mae:6984.41016 [52] validation_0-mae:6889.55273 validation_1-mae:6978.93750 [53] validation_0-mae:6875.63672 validation_1-mae:6969.39697 [54] validation_0-mae:6865.33887 validation_1-mae:6964.97559 [55] validation_0-mae:6847.65918 validation_1-mae:6949.43555 [56] validation_0-mae:6830.95508 validation_1-mae:6934.97168 [57] validation_0-mae:6822.23047 validation_1-mae:6930.83838 [58] validation_0-mae:6810.78613 validation_1-mae:6920.34619 [59] validation_0-mae:6795.55176 validation_1-mae:6907.00195 [60] validation_0-mae:6783.24268 validation_1-mae:6896.11426 [61] validation_0-mae:6770.07471 validation_1-mae:6887.55127 [62] validation_0-mae:6758.66016 validation_1-mae:6880.09814 [63] validation_0-mae:6750.28662 validation_1-mae:6872.63379 [64] validation_0-mae:6736.55908 validation_1-mae:6865.20703 [65] validation_0-mae:6724.63379 validation_1-mae:6855.48682 [66] validation_0-mae:6714.38867 validation_1-mae:6847.83496 [67] validation_0-mae:6697.21875 validation_1-mae:6832.52881 [68] validation_0-mae:6684.79541 validation_1-mae:6823.12305 [69] validation_0-mae:6677.14111 validation_1-mae:6816.71533 [70] validation_0-mae:6668.42969 validation_1-mae:6810.19678 [71] validation_0-mae:6655.24805 validation_1-mae:6799.95361 [72] validation_0-mae:6643.36182 validation_1-mae:6790.51953 [73] validation_0-mae:6635.54541 validation_1-mae:6784.43994 [74] validation_0-mae:6621.15869 validation_1-mae:6773.08740 [75] validation_0-mae:6613.96728 validation_1-mae:6769.39697 [76] validation_0-mae:6605.22998 validation_1-mae:6764.94336 [77] validation_0-mae:6595.77393 validation_1-mae:6757.19531 [78] validation_0-mae:6585.64551 validation_1-mae:6748.88037 [79] validation_0-mae:6575.98682 validation_1-mae:6743.71094 [80] validation_0-mae:6567.26465 validation_1-mae:6737.71826 [81] validation_0-mae:6555.80371 validation_1-mae:6729.90674 [82] validation_0-mae:6550.02246 validation_1-mae:6727.35449 [83] validation_0-mae:6539.61426 validation_1-mae:6719.01660 [84] validation_0-mae:6529.26709 validation_1-mae:6709.63135 [85] validation_0-mae:6518.99121 validation_1-mae:6702.98047 [86] validation_0-mae:6511.02002 validation_1-mae:6698.69580 [87] validation_0-mae:6506.43018 validation_1-mae:6695.84375 [88] validation_0-mae:6496.45996 validation_1-mae:6689.77051 [89] validation_0-mae:6489.98047 validation_1-mae:6685.23633 [90] validation_0-mae:6485.85938 validation_1-mae:6681.43262 [91] validation_0-mae:6474.38037 validation_1-mae:6672.11865 [92] validation_0-mae:6465.73877 validation_1-mae:6667.74023 [93] validation_0-mae:6461.64941 validation_1-mae:6665.55518 [94] validation_0-mae:6454.59228 validation_1-mae:6660.76855 [95] validation_0-mae:6444.29736 validation_1-mae:6652.25879 [96] validation_0-mae:6433.25049 validation_1-mae:6643.89551 [97] validation_0-mae:6422.86914 validation_1-mae:6638.50928 [98] validation_0-mae:6418.43555 validation_1-mae:6636.01611 [99] validation_0-mae:6412.31103 validation_1-mae:6631.27246 [100] validation_0-mae:6405.91699 validation_1-mae:6628.37744 [101] validation_0-mae:6395.82764 validation_1-mae:6621.29492 [102] validation_0-mae:6394.11621 validation_1-mae:6619.57861 [103] validation_0-mae:6388.54297 validation_1-mae:6617.38965 [104] validation_0-mae:6382.18311 validation_1-mae:6613.74219 [105] validation_0-mae:6375.38623 validation_1-mae:6609.70215 [106] validation_0-mae:6369.09033 validation_1-mae:6605.77148 [107] validation_0-mae:6367.33496 validation_1-mae:6604.40918 [108] validation_0-mae:6361.07080 validation_1-mae:6599.76465 [109] validation_0-mae:6353.81885 validation_1-mae:6596.39502 [110] validation_0-mae:6349.09228 validation_1-mae:6592.34326 [111] validation_0-mae:6340.70703 validation_1-mae:6586.85693 [112] validation_0-mae:6335.48242 validation_1-mae:6582.87598 [113] validation_0-mae:6326.88037 validation_1-mae:6575.05566 [114] validation_0-mae:6321.68994 validation_1-mae:6572.62842 [115] validation_0-mae:6314.20312 validation_1-mae:6568.01660 [116] validation_0-mae:6307.93311 validation_1-mae:6563.46191 [117] validation_0-mae:6303.88574 validation_1-mae:6559.62744 [118] validation_0-mae:6300.11914 validation_1-mae:6557.83008 [119] validation_0-mae:6295.75684 validation_1-mae:6554.56592 [120] validation_0-mae:6293.36719 validation_1-mae:6553.68555 [121] validation_0-mae:6288.47559 validation_1-mae:6551.91992 [122] validation_0-mae:6280.53418 validation_1-mae:6546.48242 [123] validation_0-mae:6271.86328 validation_1-mae:6539.43213 [124] validation_0-mae:6267.59180 validation_1-mae:6537.42236 [125] validation_0-mae:6264.51172 validation_1-mae:6535.74561 [126] validation_0-mae:6260.97022 validation_1-mae:6533.41309 [127] validation_0-mae:6252.58301 validation_1-mae:6528.25586 [128] validation_0-mae:6247.43164 validation_1-mae:6524.52100 [129] validation_0-mae:6243.30322 validation_1-mae:6521.77197 [130] validation_0-mae:6234.95508 validation_1-mae:6516.39990 [131] validation_0-mae:6230.97168 validation_1-mae:6516.18506 [132] validation_0-mae:6226.33203 validation_1-mae:6512.39355 [133] validation_0-mae:6224.18164 validation_1-mae:6510.89893 [134] validation_0-mae:6218.13721 validation_1-mae:6506.00928 [135] validation_0-mae:6214.71387 validation_1-mae:6504.35986 [136] validation_0-mae:6210.00342 validation_1-mae:6500.78906 [137] validation_0-mae:6205.55420 validation_1-mae:6498.21484 [138] validation_0-mae:6201.51904 validation_1-mae:6496.64795 [139] validation_0-mae:6197.17139 validation_1-mae:6493.38623 [140] validation_0-mae:6192.20459 validation_1-mae:6490.56738 [141] validation_0-mae:6187.42822 validation_1-mae:6485.83252 [142] validation_0-mae:6183.68652 validation_1-mae:6483.81445 [143] validation_0-mae:6180.62793 validation_1-mae:6482.44385 [144] validation_0-mae:6174.52148 validation_1-mae:6479.80664 [145] validation_0-mae:6170.62842 validation_1-mae:6475.80273 [146] validation_0-mae:6167.03760 validation_1-mae:6472.88818 [147] validation_0-mae:6163.34424 validation_1-mae:6470.90625 [148] validation_0-mae:6157.44922 validation_1-mae:6470.16113 [149] validation_0-mae:6153.95996 validation_1-mae:6468.55469 [150] validation_0-mae:6147.52246 validation_1-mae:6464.52783 [151] validation_0-mae:6140.52637 validation_1-mae:6458.70703 [152] validation_0-mae:6134.76270 validation_1-mae:6456.78125 [153] validation_0-mae:6129.78125 validation_1-mae:6453.92822 [154] validation_0-mae:6127.00293 validation_1-mae:6452.16748 [155] validation_0-mae:6122.03320 validation_1-mae:6450.74853 [156] validation_0-mae:6113.33594 validation_1-mae:6443.60449 [157] validation_0-mae:6109.26807 validation_1-mae:6440.91797 [158] validation_0-mae:6107.52490 validation_1-mae:6439.42432 [159] validation_0-mae:6105.32422 validation_1-mae:6439.13818 [160] validation_0-mae:6103.22314 validation_1-mae:6438.39502 [161] validation_0-mae:6098.70361 validation_1-mae:6435.94434 [162] validation_0-mae:6087.83936 validation_1-mae:6428.44629 [163] validation_0-mae:6085.09863 validation_1-mae:6427.38428 [164] validation_0-mae:6083.45752 validation_1-mae:6426.81152 [165] validation_0-mae:6078.66846 validation_1-mae:6424.01953 [166] validation_0-mae:6076.18115 validation_1-mae:6422.96582 [167] validation_0-mae:6068.29053 validation_1-mae:6417.81055 [168] validation_0-mae:6065.44385 validation_1-mae:6416.01904 [169] validation_0-mae:6059.63281 validation_1-mae:6414.13916 [170] validation_0-mae:6056.22607 validation_1-mae:6412.08105 [171] validation_0-mae:6055.46680 validation_1-mae:6411.83350 [172] validation_0-mae:6051.67188 validation_1-mae:6410.36914 [173] validation_0-mae:6046.34228 validation_1-mae:6406.50977 [174] validation_0-mae:6042.24561 validation_1-mae:6404.57617 [175] validation_0-mae:6038.56885 validation_1-mae:6401.95508 [176] validation_0-mae:6035.68164 validation_1-mae:6400.33984 [177] validation_0-mae:6031.31836 validation_1-mae:6397.16260 [178] validation_0-mae:6028.05957 validation_1-mae:6396.13428 [179] validation_0-mae:6025.44971 validation_1-mae:6396.01562 [180] validation_0-mae:6022.93555 validation_1-mae:6394.14600 [181] validation_0-mae:6019.26025 validation_1-mae:6391.49707 [182] validation_0-mae:6016.57812 validation_1-mae:6390.97852 [183] validation_0-mae:6015.25049 validation_1-mae:6390.26416 [184] validation_0-mae:6012.74463 validation_1-mae:6388.59180 [185] validation_0-mae:6011.76514 validation_1-mae:6388.41504 [186] validation_0-mae:6008.36377 validation_1-mae:6386.23682 [187] validation_0-mae:6002.10693 validation_1-mae:6382.54150 [188] validation_0-mae:5999.22022 validation_1-mae:6381.65820 [189] validation_0-mae:5997.99170 validation_1-mae:6381.25488 [190] validation_0-mae:5992.49512 validation_1-mae:6379.61670 [191] validation_0-mae:5990.00732 validation_1-mae:6378.26514 [192] validation_0-mae:5986.61279 validation_1-mae:6376.57471 [193] validation_0-mae:5981.99170 validation_1-mae:6375.84522 [194] validation_0-mae:5979.40478 validation_1-mae:6374.52832 [195] validation_0-mae:5976.71338 validation_1-mae:6373.57764 [196] validation_0-mae:5975.44971 validation_1-mae:6373.14453 [197] validation_0-mae:5973.57471 validation_1-mae:6373.05078 [198] validation_0-mae:5969.80664 validation_1-mae:6371.73340 [199] validation_0-mae:5968.56787 validation_1-mae:6371.73975 [200] validation_0-mae:5964.33691 validation_1-mae:6369.31787 [201] validation_0-mae:5960.54639 validation_1-mae:6367.95410 [202] validation_0-mae:5957.17676 validation_1-mae:6366.18652 [203] validation_0-mae:5954.43750 validation_1-mae:6365.64307 [204] validation_0-mae:5952.99902 validation_1-mae:6365.33252 [205] validation_0-mae:5946.55811 validation_1-mae:6362.68164 [206] validation_0-mae:5942.30322 validation_1-mae:6361.91895 [207] validation_0-mae:5938.93066 validation_1-mae:6360.96387 [208] validation_0-mae:5934.60742 validation_1-mae:6358.82373 [209] validation_0-mae:5931.80908 validation_1-mae:6357.33789 [210] validation_0-mae:5926.48828 validation_1-mae:6353.87744 [211] validation_0-mae:5923.27051 validation_1-mae:6352.33838 [212] validation_0-mae:5919.44336 validation_1-mae:6351.22803 [213] validation_0-mae:5917.13770 validation_1-mae:6350.98584 [214] validation_0-mae:5914.03809 validation_1-mae:6350.32080 [215] validation_0-mae:5912.57959 validation_1-mae:6349.81006 [216] validation_0-mae:5909.14844 validation_1-mae:6346.56592 [217] validation_0-mae:5908.21875 validation_1-mae:6346.95312 [218] validation_0-mae:5905.70508 validation_1-mae:6347.17188 [219] validation_0-mae:5904.07520 validation_1-mae:6346.03760 [220] validation_0-mae:5902.63916 validation_1-mae:6345.37256 [221] validation_0-mae:5899.96777 validation_1-mae:6344.80859 [222] validation_0-mae:5897.59131 validation_1-mae:6344.11084 [223] validation_0-mae:5894.05420 validation_1-mae:6340.22852 [224] validation_0-mae:5890.35791 validation_1-mae:6339.39404 [225] validation_0-mae:5887.63721 validation_1-mae:6337.75488 [226] validation_0-mae:5881.00537 validation_1-mae:6333.05176 [227] validation_0-mae:5878.29053 validation_1-mae:6332.54443 [228] validation_0-mae:5875.38281 validation_1-mae:6331.17432 [229] validation_0-mae:5873.89600 validation_1-mae:6331.10156 [230] validation_0-mae:5872.54346 validation_1-mae:6330.01465 [231] validation_0-mae:5870.75000 validation_1-mae:6330.18311 [232] validation_0-mae:5867.67285 validation_1-mae:6329.40186 [233] validation_0-mae:5866.17236 validation_1-mae:6328.71387 [234] validation_0-mae:5863.97998 validation_1-mae:6327.98926 [235] validation_0-mae:5863.05615 validation_1-mae:6327.60938 [236] validation_0-mae:5861.66992 validation_1-mae:6327.39795 [237] validation_0-mae:5858.85693 validation_1-mae:6325.49316 [238] validation_0-mae:5856.01758 validation_1-mae:6323.97607 [239] validation_0-mae:5852.82129 validation_1-mae:6322.03760 [240] validation_0-mae:5848.19580 validation_1-mae:6320.19336 [241] validation_0-mae:5843.80273 validation_1-mae:6316.69336 [242] validation_0-mae:5838.43945 validation_1-mae:6313.11768 [243] validation_0-mae:5835.04395 validation_1-mae:6312.75732 [244] validation_0-mae:5831.91650 validation_1-mae:6312.28564 [245] validation_0-mae:5826.02197 validation_1-mae:6310.66016 [246] validation_0-mae:5823.68262 validation_1-mae:6309.05176 [247] validation_0-mae:5823.11523 validation_1-mae:6308.56152 [248] validation_0-mae:5821.64014 validation_1-mae:6308.17725 [249] validation_0-mae:5818.29834 validation_1-mae:6306.46582 [250] validation_0-mae:5815.85498 validation_1-mae:6306.11328 [251] validation_0-mae:5810.63477 validation_1-mae:6302.61914 [252] validation_0-mae:5808.16846 validation_1-mae:6301.32324 [253] validation_0-mae:5805.76709 validation_1-mae:6301.07617 [254] validation_0-mae:5802.75928 validation_1-mae:6300.25000 [255] validation_0-mae:5801.25732 validation_1-mae:6299.91943 [256] validation_0-mae:5797.57617 validation_1-mae:6298.58643 [257] validation_0-mae:5796.54297 validation_1-mae:6298.07715 [258] validation_0-mae:5795.52637 validation_1-mae:6298.11768 [259] validation_0-mae:5794.14453 validation_1-mae:6297.92139 [260] validation_0-mae:5791.90088 validation_1-mae:6295.64111 [261] validation_0-mae:5786.84424 validation_1-mae:6292.92432 [262] validation_0-mae:5784.12109 validation_1-mae:6293.38330 [263] validation_0-mae:5777.03662 validation_1-mae:6288.47559 [264] validation_0-mae:5771.07520 validation_1-mae:6286.94678 [265] validation_0-mae:5767.49463 validation_1-mae:6285.52686 [266] validation_0-mae:5762.62891 validation_1-mae:6282.99853 [267] validation_0-mae:5756.69092 validation_1-mae:6278.49219 [268] validation_0-mae:5753.38818 validation_1-mae:6277.95361 [269] validation_0-mae:5748.51758 validation_1-mae:6275.22998 [270] validation_0-mae:5745.96289 validation_1-mae:6274.58398 [271] validation_0-mae:5744.95605 validation_1-mae:6273.85352 [272] validation_0-mae:5743.76807 validation_1-mae:6273.06738 [273] validation_0-mae:5743.00732 validation_1-mae:6273.23145 [274] validation_0-mae:5738.59180 validation_1-mae:6272.31055 [275] validation_0-mae:5732.64746 validation_1-mae:6270.10986 [276] validation_0-mae:5731.11377 validation_1-mae:6269.74756 [277] validation_0-mae:5728.10791 validation_1-mae:6268.05615 [278] validation_0-mae:5726.34717 validation_1-mae:6267.14600 [279] validation_0-mae:5723.83691 validation_1-mae:6265.34131 [280] validation_0-mae:5721.86914 validation_1-mae:6264.50977 [281] validation_0-mae:5720.38379 validation_1-mae:6264.10840 [282] validation_0-mae:5719.29297 validation_1-mae:6264.12305 [283] validation_0-mae:5717.25049 validation_1-mae:6262.91748 [284] validation_0-mae:5714.69043 validation_1-mae:6261.99414 [285] validation_0-mae:5712.28320 validation_1-mae:6260.69775 [286] validation_0-mae:5710.28857 validation_1-mae:6261.66309 [287] validation_0-mae:5710.03369 validation_1-mae:6261.54639 [288] validation_0-mae:5706.42725 validation_1-mae:6260.01172 [289] validation_0-mae:5703.57275 validation_1-mae:6258.07959 [290] validation_0-mae:5702.39209 validation_1-mae:6257.38037 [291] validation_0-mae:5700.45215 validation_1-mae:6256.79639 [292] validation_0-mae:5696.20117 validation_1-mae:6253.79346 [293] validation_0-mae:5691.61133 validation_1-mae:6251.30908 [294] validation_0-mae:5689.23096 validation_1-mae:6250.89209 [295] validation_0-mae:5687.11768 validation_1-mae:6251.63818 [296] validation_0-mae:5683.71143 validation_1-mae:6249.89746 [297] validation_0-mae:5682.01953 validation_1-mae:6250.06201 [298] validation_0-mae:5680.29932 validation_1-mae:6248.62500 [299] validation_0-mae:5676.66211 validation_1-mae:6247.60986 [300] validation_0-mae:5672.82910 validation_1-mae:6244.40430 [301] validation_0-mae:5669.60156 validation_1-mae:6242.49268 [302] validation_0-mae:5666.50586 validation_1-mae:6241.56201 [303] validation_0-mae:5664.32373 validation_1-mae:6240.39355 [304] validation_0-mae:5662.64502 validation_1-mae:6240.51514 [305] validation_0-mae:5660.78857 validation_1-mae:6239.95947 [306] validation_0-mae:5658.84326 validation_1-mae:6238.90772 [307] validation_0-mae:5655.13086 validation_1-mae:6237.01270 [308] validation_0-mae:5654.80859 validation_1-mae:6236.46338 [309] validation_0-mae:5653.73193 validation_1-mae:6235.52051 [310] validation_0-mae:5652.40625 validation_1-mae:6235.42139 [311] validation_0-mae:5649.95166 validation_1-mae:6234.71680 [312] validation_0-mae:5645.29590 validation_1-mae:6231.17529 [313] validation_0-mae:5643.60938 validation_1-mae:6231.14258 [314] validation_0-mae:5637.85596 validation_1-mae:6226.97461 [315] validation_0-mae:5634.61621 validation_1-mae:6225.30615 [316] validation_0-mae:5632.81006 validation_1-mae:6225.07227 [317] validation_0-mae:5630.18506 validation_1-mae:6222.92432 [318] validation_0-mae:5628.92773 validation_1-mae:6222.42285 [319] validation_0-mae:5625.39062 validation_1-mae:6220.27783 [320] validation_0-mae:5624.67578 validation_1-mae:6219.91846 [321] validation_0-mae:5621.68994 validation_1-mae:6219.13770 [322] validation_0-mae:5618.99707 validation_1-mae:6217.96484 [323] validation_0-mae:5615.91748 validation_1-mae:6216.94531 [324] validation_0-mae:5614.04199 validation_1-mae:6216.46484 [325] validation_0-mae:5610.40527 validation_1-mae:6214.91016 [326] validation_0-mae:5606.65527 validation_1-mae:6212.77393 [327] validation_0-mae:5602.29785 validation_1-mae:6211.75781 [328] validation_0-mae:5599.52246 validation_1-mae:6210.26318 [329] validation_0-mae:5598.17725 validation_1-mae:6210.11279 [330] validation_0-mae:5595.77783 validation_1-mae:6209.50977 [331] validation_0-mae:5594.49121 validation_1-mae:6209.17236 [332] validation_0-mae:5593.03857 validation_1-mae:6207.87012 [333] validation_0-mae:5591.94238 validation_1-mae:6208.00830 [334] validation_0-mae:5588.97900 validation_1-mae:6207.86621 [335] validation_0-mae:5587.24463 validation_1-mae:6208.02637 [336] validation_0-mae:5586.68164 validation_1-mae:6207.57324 [337] validation_0-mae:5585.47168 validation_1-mae:6206.87647 [338] validation_0-mae:5583.86572 validation_1-mae:6206.23486 [339] validation_0-mae:5581.50732 validation_1-mae:6205.25391 [340] validation_0-mae:5577.91406 validation_1-mae:6203.12305 [341] validation_0-mae:5575.80127 validation_1-mae:6202.21094 [342] validation_0-mae:5574.29688 validation_1-mae:6201.61816 [343] validation_0-mae:5572.63916 validation_1-mae:6200.85059 [344] validation_0-mae:5569.52734 validation_1-mae:6199.15137 [345] validation_0-mae:5568.65039 validation_1-mae:6198.52686 [346] validation_0-mae:5566.60352 validation_1-mae:6198.11572 [347] validation_0-mae:5564.93897 validation_1-mae:6197.46387 [348] validation_0-mae:5564.07031 validation_1-mae:6196.98242 [349] validation_0-mae:5562.42578 validation_1-mae:6196.03857 [350] validation_0-mae:5560.78809 validation_1-mae:6195.88281 [351] validation_0-mae:5559.62744 validation_1-mae:6195.30518 [352] validation_0-mae:5556.27344 validation_1-mae:6194.60059 [353] validation_0-mae:5553.31787 validation_1-mae:6192.88965 [354] validation_0-mae:5551.49902 validation_1-mae:6193.11328 [355] validation_0-mae:5550.37305 validation_1-mae:6193.16748 [356] validation_0-mae:5548.55420 validation_1-mae:6193.06006 [357] validation_0-mae:5546.32568 validation_1-mae:6192.81738 [358] validation_0-mae:5538.98486 validation_1-mae:6188.50195 [359] validation_0-mae:5534.96191 validation_1-mae:6186.63135 [360] validation_0-mae:5532.89355 validation_1-mae:6186.74561 [361] validation_0-mae:5530.95508 validation_1-mae:6186.35986 [362] validation_0-mae:5528.35449 validation_1-mae:6187.86523 [363] validation_0-mae:5525.99561 validation_1-mae:6186.00684 [364] validation_0-mae:5521.84424 validation_1-mae:6183.76025 [365] validation_0-mae:5520.77051 validation_1-mae:6183.35254 [366] validation_0-mae:5517.97363 validation_1-mae:6183.27734 [367] validation_0-mae:5516.24902 validation_1-mae:6183.58643 [368] validation_0-mae:5515.35986 validation_1-mae:6183.42480 [369] validation_0-mae:5513.08008 validation_1-mae:6182.01318 [370] validation_0-mae:5510.59863 validation_1-mae:6179.80762 [371] validation_0-mae:5508.28027 validation_1-mae:6179.47217 [372] validation_0-mae:5506.94385 validation_1-mae:6178.73340 [373] validation_0-mae:5503.95703 validation_1-mae:6178.84326 [374] validation_0-mae:5501.18945 validation_1-mae:6177.90332 [375] validation_0-mae:5500.47119 validation_1-mae:6177.55469 [376] validation_0-mae:5499.18408 validation_1-mae:6177.67285 [377] validation_0-mae:5497.89160 validation_1-mae:6177.07764 [378] validation_0-mae:5494.90137 validation_1-mae:6176.05420 [379] validation_0-mae:5493.27686 validation_1-mae:6175.96826 [380] validation_0-mae:5489.16064 validation_1-mae:6172.68213 [381] validation_0-mae:5485.01904 validation_1-mae:6171.25342 [382] validation_0-mae:5482.63477 validation_1-mae:6170.75928 [383] validation_0-mae:5481.10547 validation_1-mae:6170.77002 [384] validation_0-mae:5480.08447 validation_1-mae:6170.14258 [385] validation_0-mae:5478.56152 validation_1-mae:6169.62256 [386] validation_0-mae:5475.42480 validation_1-mae:6168.36719 [387] validation_0-mae:5473.64941 validation_1-mae:6167.67578 [388] validation_0-mae:5470.86182 validation_1-mae:6165.72314 [389] validation_0-mae:5468.12305 validation_1-mae:6166.09717 [390] validation_0-mae:5464.13916 validation_1-mae:6164.73877 [391] validation_0-mae:5463.00732 validation_1-mae:6164.51660 [392] validation_0-mae:5461.09277 validation_1-mae:6163.60938 [393] validation_0-mae:5459.02002 validation_1-mae:6162.91602 [394] validation_0-mae:5457.02002 validation_1-mae:6162.28809 [395] validation_0-mae:5456.52686 validation_1-mae:6162.45117 [396] validation_0-mae:5452.41943 validation_1-mae:6160.55078 [397] validation_0-mae:5450.46338 validation_1-mae:6160.18652 [398] validation_0-mae:5449.47412 validation_1-mae:6159.83447 [399] validation_0-mae:5448.67578 validation_1-mae:6159.69727 [400] validation_0-mae:5448.12109 validation_1-mae:6159.74219 [401] validation_0-mae:5443.36816 validation_1-mae:6158.64844 [402] validation_0-mae:5440.53272 validation_1-mae:6158.72900 [403] validation_0-mae:5438.35449 validation_1-mae:6157.89502 [404] validation_0-mae:5436.33789 validation_1-mae:6157.36768 [405] validation_0-mae:5435.05322 validation_1-mae:6157.14941 [406] validation_0-mae:5431.98340 validation_1-mae:6156.66992 [407] validation_0-mae:5430.39844 validation_1-mae:6156.55029 [408] validation_0-mae:5428.58936 validation_1-mae:6156.06152 [409] validation_0-mae:5426.09814 validation_1-mae:6155.58398 [410] validation_0-mae:5422.83789 validation_1-mae:6153.84619 [411] validation_0-mae:5421.57910 validation_1-mae:6153.06641 [412] validation_0-mae:5419.25586 validation_1-mae:6152.05664 [413] validation_0-mae:5418.87256 validation_1-mae:6151.84766 [414] validation_0-mae:5417.49658 validation_1-mae:6150.99023 [415] validation_0-mae:5414.61328 validation_1-mae:6150.98975 [416] validation_0-mae:5412.28662 validation_1-mae:6151.37744 [417] validation_0-mae:5407.37891 validation_1-mae:6149.53857 [418] validation_0-mae:5405.19238 validation_1-mae:6148.73291 [419] validation_0-mae:5402.56836 validation_1-mae:6148.66357 [420] validation_0-mae:5401.78857 validation_1-mae:6149.14014 [421] validation_0-mae:5399.20117 validation_1-mae:6148.23779 [422] validation_0-mae:5396.68066 validation_1-mae:6147.35547 [423] validation_0-mae:5395.24805 validation_1-mae:6146.88184 [424] validation_0-mae:5393.85840 validation_1-mae:6147.01904 [425] validation_0-mae:5392.26611 validation_1-mae:6146.81836 [426] validation_0-mae:5391.25049 validation_1-mae:6146.89746 [427] validation_0-mae:5390.00000 validation_1-mae:6146.57812 [428] validation_0-mae:5387.40674 validation_1-mae:6145.67773 [429] validation_0-mae:5385.58496 validation_1-mae:6144.42188 [430] validation_0-mae:5385.13721 validation_1-mae:6144.71728 [431] validation_0-mae:5383.89404 validation_1-mae:6143.69043 [432] validation_0-mae:5381.53467 validation_1-mae:6142.72656 [433] validation_0-mae:5380.51416 validation_1-mae:6142.80371 [434] validation_0-mae:5378.29639 validation_1-mae:6141.97852 [435] validation_0-mae:5376.50244 validation_1-mae:6141.04150 [436] validation_0-mae:5374.31738 validation_1-mae:6139.91895 [437] validation_0-mae:5372.55908 validation_1-mae:6139.75879 [438] validation_0-mae:5371.90234 validation_1-mae:6139.54883 [439] validation_0-mae:5368.17432 validation_1-mae:6137.68799 [440] validation_0-mae:5366.15576 validation_1-mae:6136.86035 [441] validation_0-mae:5364.66309 validation_1-mae:6136.82275 [442] validation_0-mae:5362.96582 validation_1-mae:6136.74805 [443] validation_0-mae:5361.48975 validation_1-mae:6135.14893 [444] validation_0-mae:5360.43311 validation_1-mae:6135.47412 [445] validation_0-mae:5359.53027 validation_1-mae:6135.12305 [446] validation_0-mae:5357.73535 validation_1-mae:6134.54541 [447] validation_0-mae:5356.50342 validation_1-mae:6134.29346 [448] validation_0-mae:5355.08398 validation_1-mae:6133.69482 [449] validation_0-mae:5353.48535 validation_1-mae:6133.58643 [450] validation_0-mae:5350.64600 validation_1-mae:6133.17383 [451] validation_0-mae:5348.23975 validation_1-mae:6131.95117 [452] validation_0-mae:5347.50000 validation_1-mae:6132.28272 [453] validation_0-mae:5345.66895 validation_1-mae:6131.25635 [454] validation_0-mae:5342.35986 validation_1-mae:6130.87158 [455] validation_0-mae:5339.49609 validation_1-mae:6130.01465 [456] validation_0-mae:5339.36475 validation_1-mae:6129.96143 [457] validation_0-mae:5336.75342 validation_1-mae:6128.84424 [458] validation_0-mae:5331.45654 validation_1-mae:6125.89258 [459] validation_0-mae:5330.01904 validation_1-mae:6125.14111 [460] validation_0-mae:5328.91260 validation_1-mae:6124.56397 [461] validation_0-mae:5328.18603 validation_1-mae:6125.46484 [462] validation_0-mae:5326.82861 validation_1-mae:6125.09082 [463] validation_0-mae:5324.51855 validation_1-mae:6124.57666 [464] validation_0-mae:5322.35498 validation_1-mae:6123.81543 [465] validation_0-mae:5320.22217 validation_1-mae:6123.79053 [466] validation_0-mae:5319.39111 validation_1-mae:6124.11426 [467] validation_0-mae:5315.86768 validation_1-mae:6122.98047 [468] validation_0-mae:5315.50488 validation_1-mae:6123.06689 [469] validation_0-mae:5315.06494 validation_1-mae:6122.99023 [470] validation_0-mae:5312.47461 validation_1-mae:6122.70996 [471] validation_0-mae:5309.91211 validation_1-mae:6122.82666 [472] validation_0-mae:5309.74561 validation_1-mae:6122.92627 [473] validation_0-mae:5308.18945 validation_1-mae:6123.45703 [474] validation_0-mae:5307.11719 validation_1-mae:6123.56543 [475] validation_0-mae:5306.12109 validation_1-mae:6123.00342 [476] validation_0-mae:5303.02686 validation_1-mae:6122.53027 [477] validation_0-mae:5302.42627 validation_1-mae:6122.23779 [478] validation_0-mae:5299.65869 validation_1-mae:6120.91455 [479] validation_0-mae:5297.75244 validation_1-mae:6120.61328 [480] validation_0-mae:5297.04492 validation_1-mae:6120.82178 [481] validation_0-mae:5295.75830 validation_1-mae:6120.33496 [482] validation_0-mae:5292.31397 validation_1-mae:6118.99805 [483] validation_0-mae:5289.27490 validation_1-mae:6116.74023 [484] validation_0-mae:5287.22949 validation_1-mae:6115.73340 [485] validation_0-mae:5285.84912 validation_1-mae:6115.69629 [486] validation_0-mae:5285.00342 validation_1-mae:6116.13428 [487] validation_0-mae:5282.88672 validation_1-mae:6116.72022 [488] validation_0-mae:5281.35352 validation_1-mae:6116.81103 [489] validation_0-mae:5280.45703 validation_1-mae:6116.69434 [490] validation_0-mae:5279.34619 validation_1-mae:6116.09375 [491] validation_0-mae:5277.46045 validation_1-mae:6115.18359 [492] validation_0-mae:5275.17676 validation_1-mae:6114.77246 [493] validation_0-mae:5274.79785 validation_1-mae:6114.62207 [494] validation_0-mae:5271.92139 validation_1-mae:6113.26074 [495] validation_0-mae:5271.33887 validation_1-mae:6113.14307 [496] validation_0-mae:5269.77734 validation_1-mae:6113.54932 [497] validation_0-mae:5267.58740 validation_1-mae:6113.50098 [498] validation_0-mae:5265.10010 validation_1-mae:6112.71387 [499] validation_0-mae:5263.93213 validation_1-mae:6112.38135 [500] validation_0-mae:5260.86719 validation_1-mae:6111.07178 [501] validation_0-mae:5259.01172 validation_1-mae:6111.14404 [502] validation_0-mae:5257.87451 validation_1-mae:6110.88184 [503] validation_0-mae:5257.58984 validation_1-mae:6110.63770 [504] validation_0-mae:5256.34326 validation_1-mae:6109.65332 [505] validation_0-mae:5255.26123 validation_1-mae:6109.84522 [506] validation_0-mae:5253.92139 validation_1-mae:6109.66455 [507] validation_0-mae:5252.58447 validation_1-mae:6108.79492 [508] validation_0-mae:5251.46289 validation_1-mae:6108.72705 [509] validation_0-mae:5251.39990 validation_1-mae:6108.73633 [510] validation_0-mae:5248.49561 validation_1-mae:6108.03467 [511] validation_0-mae:5246.56201 validation_1-mae:6107.44727 [512] validation_0-mae:5244.83105 validation_1-mae:6107.24561 [513] validation_0-mae:5242.53906 validation_1-mae:6105.70215 [514] validation_0-mae:5241.06494 validation_1-mae:6104.94092 [515] validation_0-mae:5238.91406 validation_1-mae:6103.75391 [516] validation_0-mae:5236.63623 validation_1-mae:6102.61865 [517] validation_0-mae:5232.51807 validation_1-mae:6101.30420 [518] validation_0-mae:5230.43945 validation_1-mae:6101.10156 [519] validation_0-mae:5230.07715 validation_1-mae:6100.96875 [520] validation_0-mae:5226.74268 validation_1-mae:6100.13623 [521] validation_0-mae:5225.46826 validation_1-mae:6100.36133 [522] validation_0-mae:5224.62842 validation_1-mae:6100.40088 [523] validation_0-mae:5223.70898 validation_1-mae:6100.16211 [524] validation_0-mae:5222.49268 validation_1-mae:6100.83594 [525] validation_0-mae:5220.54541 validation_1-mae:6100.69141 [526] validation_0-mae:5219.81787 validation_1-mae:6100.77734 [527] validation_0-mae:5218.80859 validation_1-mae:6100.53320 [528] validation_0-mae:5216.51318 validation_1-mae:6100.00732 [529] validation_0-mae:5215.06885 validation_1-mae:6100.32129 [530] validation_0-mae:5214.01367 validation_1-mae:6100.56787 [531] validation_0-mae:5212.38428 validation_1-mae:6100.17090 [532] validation_0-mae:5212.16211 validation_1-mae:6100.18066 [533] validation_0-mae:5210.75000 validation_1-mae:6099.81006 [534] validation_0-mae:5208.74170 validation_1-mae:6100.02734 [535] validation_0-mae:5203.98096 validation_1-mae:6098.72070 [536] validation_0-mae:5200.33838 validation_1-mae:6097.63721 [537] validation_0-mae:5198.37939 validation_1-mae:6096.98047 [538] validation_0-mae:5196.32617 validation_1-mae:6097.38135 [539] validation_0-mae:5195.85156 validation_1-mae:6097.47119 [540] validation_0-mae:5194.61768 validation_1-mae:6097.22168 [541] validation_0-mae:5193.80273 validation_1-mae:6096.92920 [542] validation_0-mae:5193.31934 validation_1-mae:6097.07031 [543] validation_0-mae:5191.35889 validation_1-mae:6097.28076 [544] validation_0-mae:5189.43164 validation_1-mae:6096.94824 [545] validation_0-mae:5188.38965 validation_1-mae:6096.64160 [546] validation_0-mae:5185.72412 validation_1-mae:6095.51562 [547] validation_0-mae:5181.59522 validation_1-mae:6093.57373 [548] validation_0-mae:5178.74902 validation_1-mae:6094.30078 [549] validation_0-mae:5175.36133 validation_1-mae:6093.26025 [550] validation_0-mae:5172.09863 validation_1-mae:6092.95020 [551] validation_0-mae:5170.72412 validation_1-mae:6093.40820 [552] validation_0-mae:5167.91553 validation_1-mae:6093.64502 [553] validation_0-mae:5165.67432 validation_1-mae:6093.06689 [554] validation_0-mae:5164.02148 validation_1-mae:6092.71924 [555] validation_0-mae:5162.95312 validation_1-mae:6092.70947 [556] validation_0-mae:5160.20996 validation_1-mae:6090.87647 [557] validation_0-mae:5157.91602 validation_1-mae:6090.55273 [558] validation_0-mae:5155.53760 validation_1-mae:6091.01172 [559] validation_0-mae:5153.90332 validation_1-mae:6089.81494 [560] validation_0-mae:5152.41504 validation_1-mae:6089.42285 [561] validation_0-mae:5150.97607 validation_1-mae:6089.29346 [562] validation_0-mae:5149.95898 validation_1-mae:6088.97022 [563] validation_0-mae:5148.59033 validation_1-mae:6088.85791 [564] validation_0-mae:5146.73340 validation_1-mae:6088.06348 [565] validation_0-mae:5143.86182 validation_1-mae:6088.34082 [566] validation_0-mae:5141.70361 validation_1-mae:6087.28174 [567] validation_0-mae:5140.10400 validation_1-mae:6087.38867 [568] validation_0-mae:5138.77002 validation_1-mae:6087.58447 [569] validation_0-mae:5137.60645 validation_1-mae:6087.86719 [570] validation_0-mae:5135.85059 validation_1-mae:6087.66797 [571] validation_0-mae:5134.12939 validation_1-mae:6086.97607 [572] validation_0-mae:5133.77734 validation_1-mae:6087.23828 [573] validation_0-mae:5131.95898 validation_1-mae:6086.83301 [574] validation_0-mae:5130.24805 validation_1-mae:6086.87988 [575] validation_0-mae:5129.40283 validation_1-mae:6086.76611 [576] validation_0-mae:5128.29443 validation_1-mae:6086.62402 [577] validation_0-mae:5126.54785 validation_1-mae:6086.06152 [578] validation_0-mae:5125.13818 validation_1-mae:6086.44775 [579] validation_0-mae:5123.83740 validation_1-mae:6085.86621 [580] validation_0-mae:5121.32373 validation_1-mae:6084.72412 [581] validation_0-mae:5119.92676 validation_1-mae:6083.75586 [582] validation_0-mae:5118.03711 validation_1-mae:6083.27881 [583] validation_0-mae:5114.78174 validation_1-mae:6083.41650 [584] validation_0-mae:5112.93945 validation_1-mae:6084.13086 [585] validation_0-mae:5109.97656 validation_1-mae:6083.02100 [586] validation_0-mae:5108.13379 validation_1-mae:6082.20801 [587] validation_0-mae:5106.32861 validation_1-mae:6082.16406 [588] validation_0-mae:5103.85596 validation_1-mae:6082.48535 [589] validation_0-mae:5102.76074 validation_1-mae:6082.39795 [590] validation_0-mae:5102.11719 validation_1-mae:6081.95508 [591] validation_0-mae:5101.01904 validation_1-mae:6081.79297 [592] validation_0-mae:5099.34326 validation_1-mae:6081.36719 [593] validation_0-mae:5097.37598 validation_1-mae:6080.58105 [594] validation_0-mae:5095.32324 validation_1-mae:6079.84082 [595] validation_0-mae:5093.63135 validation_1-mae:6079.77393 [596] validation_0-mae:5091.70557 validation_1-mae:6079.14355 [597] validation_0-mae:5090.21826 validation_1-mae:6079.63037 [598] validation_0-mae:5088.69189 validation_1-mae:6078.81006 [599] validation_0-mae:5087.37549 validation_1-mae:6078.91553 [600] validation_0-mae:5086.37939 validation_1-mae:6078.82910 [601] validation_0-mae:5085.47705 validation_1-mae:6078.41309 [602] validation_0-mae:5084.56885 validation_1-mae:6078.12451 [603] validation_0-mae:5083.32471 validation_1-mae:6077.70947 [604] validation_0-mae:5081.96582 validation_1-mae:6077.86914 [605] validation_0-mae:5080.13965 validation_1-mae:6077.05176 [606] validation_0-mae:5079.04443 validation_1-mae:6077.35645 [607] validation_0-mae:5078.01562 validation_1-mae:6076.45117 [608] validation_0-mae:5077.40772 validation_1-mae:6076.31934 [609] validation_0-mae:5075.59375 validation_1-mae:6076.28613 [610] validation_0-mae:5073.73438 validation_1-mae:6075.34717 [611] validation_0-mae:5072.00879 validation_1-mae:6076.31641 [612] validation_0-mae:5070.83105 validation_1-mae:6076.49756 [613] validation_0-mae:5069.35791 validation_1-mae:6076.08594 [614] validation_0-mae:5067.70898 validation_1-mae:6075.97461 [615] validation_0-mae:5066.75342 validation_1-mae:6075.74756 [616] validation_0-mae:5066.50684 validation_1-mae:6075.85742 [617] validation_0-mae:5065.24902 validation_1-mae:6075.84424 [618] validation_0-mae:5062.45654 validation_1-mae:6075.99512 [619] validation_0-mae:5061.37305 validation_1-mae:6075.52051 [620] validation_0-mae:5060.24414 validation_1-mae:6075.49219 [621] validation_0-mae:5058.78369 validation_1-mae:6074.94922 [622] validation_0-mae:5057.22803 validation_1-mae:6073.65674 [623] validation_0-mae:5056.10303 validation_1-mae:6073.30908 [624] validation_0-mae:5055.46191 validation_1-mae:6073.62647 [625] validation_0-mae:5053.65527 validation_1-mae:6072.84814 [626] validation_0-mae:5052.33936 validation_1-mae:6072.53125 [627] validation_0-mae:5051.13086 validation_1-mae:6073.03955 [628] validation_0-mae:5048.32422 validation_1-mae:6071.89111 [629] validation_0-mae:5045.73633 validation_1-mae:6070.40674 [630] validation_0-mae:5044.66357 validation_1-mae:6070.08691 [631] validation_0-mae:5043.45410 validation_1-mae:6069.96289 [632] validation_0-mae:5042.43897 validation_1-mae:6069.87207 [633] validation_0-mae:5041.22070 validation_1-mae:6069.69287 [634] validation_0-mae:5040.47314 validation_1-mae:6070.17822 [635] validation_0-mae:5039.31689 validation_1-mae:6070.23584 [636] validation_0-mae:5038.45117 validation_1-mae:6070.59668 [637] validation_0-mae:5036.72022 validation_1-mae:6070.98779 [638] validation_0-mae:5035.70898 validation_1-mae:6071.27148 [639] validation_0-mae:5033.55371 validation_1-mae:6071.14746 [640] validation_0-mae:5032.21631 validation_1-mae:6070.61523 [641] validation_0-mae:5031.13965 validation_1-mae:6070.17529 [642] validation_0-mae:5029.46826 validation_1-mae:6069.14990 [643] validation_0-mae:5028.02930 validation_1-mae:6068.94189 [644] validation_0-mae:5026.30957 validation_1-mae:6068.64941 [645] validation_0-mae:5025.29443 validation_1-mae:6068.30859 [646] validation_0-mae:5024.58447 validation_1-mae:6068.54395 [647] validation_0-mae:5024.05713 validation_1-mae:6068.40283 [648] validation_0-mae:5022.68457 validation_1-mae:6067.84180 [649] validation_0-mae:5021.47656 validation_1-mae:6067.31201 [650] validation_0-mae:5019.25977 validation_1-mae:6067.35498 [651] validation_0-mae:5019.12793 validation_1-mae:6067.43848 [652] validation_0-mae:5017.71289 validation_1-mae:6066.71240 [653] validation_0-mae:5015.60498 validation_1-mae:6066.10693 [654] validation_0-mae:5014.35645 validation_1-mae:6066.10791 [655] validation_0-mae:5012.42480 validation_1-mae:6065.85107 [656] validation_0-mae:5010.95117 validation_1-mae:6065.18018 [657] validation_0-mae:5009.37402 validation_1-mae:6065.25000 [658] validation_0-mae:5008.61865 validation_1-mae:6065.44531 [659] validation_0-mae:5006.94434 validation_1-mae:6065.16016 [660] validation_0-mae:5005.11670 validation_1-mae:6064.81787 [661] validation_0-mae:5002.43555 validation_1-mae:6064.63965 [662] validation_0-mae:5000.34717 validation_1-mae:6064.15723 [663] validation_0-mae:4998.60596 validation_1-mae:6063.90478 [664] validation_0-mae:4997.12256 validation_1-mae:6063.98242 [665] validation_0-mae:4996.60986 validation_1-mae:6063.78223 [666] validation_0-mae:4994.72900 validation_1-mae:6063.27978 [667] validation_0-mae:4993.23047 validation_1-mae:6062.91162 [668] validation_0-mae:4991.70264 validation_1-mae:6061.79199 [669] validation_0-mae:4988.47559 validation_1-mae:6060.98926 [670] validation_0-mae:4985.31397 validation_1-mae:6059.74023 [671] validation_0-mae:4984.27490 validation_1-mae:6059.88477 [672] validation_0-mae:4983.30957 validation_1-mae:6060.01416 [673] validation_0-mae:4982.35205 validation_1-mae:6059.57178 [674] validation_0-mae:4981.28516 validation_1-mae:6059.95557 [675] validation_0-mae:4981.11133 validation_1-mae:6059.93994 [676] validation_0-mae:4979.37109 validation_1-mae:6059.91260 [677] validation_0-mae:4977.72803 validation_1-mae:6059.33496 [678] validation_0-mae:4976.10254 validation_1-mae:6058.77637 [679] validation_0-mae:4974.92920 validation_1-mae:6058.70117 [680] validation_0-mae:4973.28809 validation_1-mae:6058.21143 [681] validation_0-mae:4970.51807 validation_1-mae:6057.67676 [682] validation_0-mae:4969.99316 validation_1-mae:6057.78564 [683] validation_0-mae:4969.14404 validation_1-mae:6057.97266 [684] validation_0-mae:4967.52734 validation_1-mae:6057.17969 [685] validation_0-mae:4966.94824 validation_1-mae:6056.98486 [686] validation_0-mae:4964.59131 validation_1-mae:6056.50586 [687] validation_0-mae:4963.94629 validation_1-mae:6056.90283 [688] validation_0-mae:4962.40186 validation_1-mae:6056.74512 [689] validation_0-mae:4961.81006 validation_1-mae:6056.68652 [690] validation_0-mae:4959.79736 validation_1-mae:6056.41162 [691] validation_0-mae:4958.72607 validation_1-mae:6056.09131 [692] validation_0-mae:4957.53076 validation_1-mae:6055.51074 [693] validation_0-mae:4956.23877 validation_1-mae:6055.14307 [694] validation_0-mae:4956.15381 validation_1-mae:6055.21631 [695] validation_0-mae:4954.56885 validation_1-mae:6055.06934 [696] validation_0-mae:4952.64355 validation_1-mae:6055.10498 [697] validation_0-mae:4951.25049 validation_1-mae:6054.33350 [698] validation_0-mae:4949.29492 validation_1-mae:6053.54053 [699] validation_0-mae:4948.95898 validation_1-mae:6053.30713 [700] validation_0-mae:4947.82764 validation_1-mae:6053.17139 [701] validation_0-mae:4943.78223 validation_1-mae:6051.40967 [702] validation_0-mae:4942.90674 validation_1-mae:6051.20068 [703] validation_0-mae:4941.34473 validation_1-mae:6051.02881 [704] validation_0-mae:4938.98926 validation_1-mae:6050.32129 [705] validation_0-mae:4936.95508 validation_1-mae:6051.11865 [706] validation_0-mae:4934.94678 validation_1-mae:6051.24219 [707] validation_0-mae:4933.07373 validation_1-mae:6052.15381 [708] validation_0-mae:4930.69434 validation_1-mae:6051.11914 [709] validation_0-mae:4928.98438 validation_1-mae:6051.26221 [710] validation_0-mae:4926.81055 validation_1-mae:6050.90478 [711] validation_0-mae:4925.24707 validation_1-mae:6050.51855 [712] validation_0-mae:4923.86279 validation_1-mae:6050.91992 [713] validation_0-mae:4922.11719 validation_1-mae:6051.24463 [714] validation_0-mae:4919.31103 validation_1-mae:6051.84766 [715] validation_0-mae:4917.92285 validation_1-mae:6051.89355 [716] validation_0-mae:4915.28662 validation_1-mae:6051.46094 [717] validation_0-mae:4912.96191 validation_1-mae:6051.09912 [718] validation_0-mae:4911.36133 validation_1-mae:6050.50000 [719] validation_0-mae:4909.99707 validation_1-mae:6049.86182 [720] validation_0-mae:4907.96582 validation_1-mae:6048.66357 [721] validation_0-mae:4906.80176 validation_1-mae:6048.26270 [722] validation_0-mae:4905.44824 validation_1-mae:6047.82080 [723] validation_0-mae:4903.72363 validation_1-mae:6046.81445 [724] validation_0-mae:4902.35596 validation_1-mae:6046.66260 [725] validation_0-mae:4900.62695 validation_1-mae:6046.46728 [726] validation_0-mae:4899.68945 validation_1-mae:6045.49414 [727] validation_0-mae:4898.56055 validation_1-mae:6045.17822 [728] validation_0-mae:4896.85303 validation_1-mae:6044.70459 [729] validation_0-mae:4895.49316 validation_1-mae:6044.69385 [730] validation_0-mae:4893.17480 validation_1-mae:6043.35010 [731] validation_0-mae:4891.24902 validation_1-mae:6042.86865 [732] validation_0-mae:4890.22754 validation_1-mae:6042.73779 [733] validation_0-mae:4888.79541 validation_1-mae:6042.05615 [734] validation_0-mae:4887.42090 validation_1-mae:6041.68311 [735] validation_0-mae:4886.48535 validation_1-mae:6042.27393 [736] validation_0-mae:4884.97607 validation_1-mae:6041.84082 [737] validation_0-mae:4884.53418 validation_1-mae:6042.14160 [738] validation_0-mae:4883.95020 validation_1-mae:6042.03760 [739] validation_0-mae:4881.99609 validation_1-mae:6042.17969 [740] validation_0-mae:4879.60742 validation_1-mae:6041.61719 [741] validation_0-mae:4878.58496 validation_1-mae:6041.71680 [742] validation_0-mae:4878.55176 validation_1-mae:6041.81836 [743] validation_0-mae:4877.66846 validation_1-mae:6041.36182 [744] validation_0-mae:4874.92920 validation_1-mae:6040.72852 [745] validation_0-mae:4871.69775 validation_1-mae:6038.70898 [746] validation_0-mae:4869.62256 validation_1-mae:6038.87402 [747] validation_0-mae:4868.75684 validation_1-mae:6038.92432 [748] validation_0-mae:4867.22705 validation_1-mae:6039.49707 [749] validation_0-mae:4865.33887 validation_1-mae:6038.86914 [750] validation_0-mae:4863.54688 validation_1-mae:6039.20947 [751] validation_0-mae:4861.84766 validation_1-mae:6038.17334 [752] validation_0-mae:4860.69385 validation_1-mae:6037.52490 [753] validation_0-mae:4859.41357 validation_1-mae:6037.41650 [754] validation_0-mae:4857.87744 validation_1-mae:6037.98242 [755] validation_0-mae:4856.23730 validation_1-mae:6037.04688 [756] validation_0-mae:4854.51172 validation_1-mae:6036.88379 [757] validation_0-mae:4853.62500 validation_1-mae:6036.60693 [758] validation_0-mae:4851.53320 validation_1-mae:6036.34717 [759] validation_0-mae:4849.98047 validation_1-mae:6036.70312 [760] validation_0-mae:4847.46875 validation_1-mae:6036.72852 [761] validation_0-mae:4846.20850 validation_1-mae:6036.83350 [762] validation_0-mae:4844.55322 validation_1-mae:6036.40723 [763] validation_0-mae:4843.96191 validation_1-mae:6036.60400 [764] validation_0-mae:4842.26221 validation_1-mae:6036.27100 [765] validation_0-mae:4841.03467 validation_1-mae:6035.84228 [766] validation_0-mae:4840.41016 validation_1-mae:6035.71533 [767] validation_0-mae:4839.36279 validation_1-mae:6035.96387 [768] validation_0-mae:4838.49365 validation_1-mae:6036.32031 [769] validation_0-mae:4837.03418 validation_1-mae:6035.66260 [770] validation_0-mae:4835.40674 validation_1-mae:6035.69287 [771] validation_0-mae:4834.39014 validation_1-mae:6035.92285 [772] validation_0-mae:4833.31934 validation_1-mae:6035.35693 [773] validation_0-mae:4830.95264 validation_1-mae:6033.43408 [774] validation_0-mae:4828.81494 validation_1-mae:6033.60254 [775] validation_0-mae:4828.22949 validation_1-mae:6033.44189 [776] validation_0-mae:4826.50439 validation_1-mae:6033.40967 [777] validation_0-mae:4824.88184 validation_1-mae:6033.20215 [778] validation_0-mae:4823.47461 validation_1-mae:6033.41797 [779] validation_0-mae:4821.61133 validation_1-mae:6033.79785 [780] validation_0-mae:4819.11230 validation_1-mae:6034.60986 [781] validation_0-mae:4816.74902 validation_1-mae:6033.69971 [782] validation_0-mae:4815.98682 validation_1-mae:6033.86816 [783] validation_0-mae:4815.67139 validation_1-mae:6033.96826 [784] validation_0-mae:4815.55322 validation_1-mae:6034.05762 [785] validation_0-mae:4815.48975 validation_1-mae:6034.11182 [786] validation_0-mae:4814.04053 validation_1-mae:6034.42090 [787] validation_0-mae:4811.40674 validation_1-mae:6033.74756 [788] validation_0-mae:4809.24365 validation_1-mae:6034.35791 [789] validation_0-mae:4805.81397 validation_1-mae:6034.00684 [790] validation_0-mae:4804.67334 validation_1-mae:6034.25732 [791] validation_0-mae:4802.98096 validation_1-mae:6034.62500 [792] validation_0-mae:4801.99609 validation_1-mae:6034.21484 [793] validation_0-mae:4799.44385 validation_1-mae:6032.80762 [794] validation_0-mae:4798.07178 validation_1-mae:6033.98730 [795] validation_0-mae:4796.63770 validation_1-mae:6034.01709 [796] validation_0-mae:4795.79785 validation_1-mae:6034.03564 [797] validation_0-mae:4793.04004 validation_1-mae:6033.45117 [798] validation_0-mae:4792.16260 validation_1-mae:6034.07666 [799] validation_0-mae:4791.32666 validation_1-mae:6034.11768 [800] validation_0-mae:4790.29297 validation_1-mae:6034.53955 [801] validation_0-mae:4789.05225 validation_1-mae:6034.50000 [802] validation_0-mae:4787.82227 validation_1-mae:6034.47754 [803] validation_0-mae:4786.16113 validation_1-mae:6033.90283 [804] validation_0-mae:4784.36133 validation_1-mae:6034.32324 [805] validation_0-mae:4783.83350 validation_1-mae:6034.40527 [806] validation_0-mae:4782.29932 validation_1-mae:6033.30420 [807] validation_0-mae:4781.57227 validation_1-mae:6033.33984 [808] validation_0-mae:4781.26709 validation_1-mae:6033.48389 [809] validation_0-mae:4781.21777 validation_1-mae:6033.66211 [810] validation_0-mae:4780.71680 validation_1-mae:6033.68506 [811] validation_0-mae:4780.41846 validation_1-mae:6033.58984 [812] validation_0-mae:4779.05029 validation_1-mae:6034.44824 [813] validation_0-mae:4777.88477 validation_1-mae:6034.21240 [814] validation_0-mae:4776.75244 validation_1-mae:6034.13672 [815] validation_0-mae:4776.05420 validation_1-mae:6034.20703 [816] validation_0-mae:4774.52930 validation_1-mae:6033.75391 [817] validation_0-mae:4774.10742 validation_1-mae:6033.89648 [818] validation_0-mae:4772.84961 validation_1-mae:6033.79834 [819] validation_0-mae:4772.51904 validation_1-mae:6033.54395 [820] validation_0-mae:4771.67432 validation_1-mae:6033.37988 [821] validation_0-mae:4769.96094 validation_1-mae:6033.18164 [822] validation_0-mae:4769.42432 validation_1-mae:6033.04395 [823] validation_0-mae:4768.17871 validation_1-mae:6032.53906 [824] validation_0-mae:4765.33887 validation_1-mae:6032.20850 [825] validation_0-mae:4764.06103 validation_1-mae:6031.42480 [826] validation_0-mae:4762.72998 validation_1-mae:6031.17529 [827] validation_0-mae:4761.94189 validation_1-mae:6030.99463 [828] validation_0-mae:4760.47900 validation_1-mae:6030.75293 [829] validation_0-mae:4758.40430 validation_1-mae:6031.43359 [830] validation_0-mae:4757.02441 validation_1-mae:6031.14893 [831] validation_0-mae:4755.41309 validation_1-mae:6030.72412 [832] validation_0-mae:4754.22949 validation_1-mae:6030.84473 [833] validation_0-mae:4753.62744 validation_1-mae:6031.09619 [834] validation_0-mae:4752.74121 validation_1-mae:6030.97998 [835] validation_0-mae:4751.73926 validation_1-mae:6030.63037 [836] validation_0-mae:4750.23438 validation_1-mae:6030.37549 [837] validation_0-mae:4748.95947 validation_1-mae:6030.22412 [838] validation_0-mae:4748.23340 validation_1-mae:6030.09570 [839] validation_0-mae:4746.68701 validation_1-mae:6030.68848 [840] validation_0-mae:4746.07422 validation_1-mae:6030.45020 [841] validation_0-mae:4745.08496 validation_1-mae:6030.11768 [842] validation_0-mae:4743.76318 validation_1-mae:6029.68750 [843] validation_0-mae:4741.55420 validation_1-mae:6029.19385 [844] validation_0-mae:4740.69238 validation_1-mae:6029.24414 [845] validation_0-mae:4739.74316 validation_1-mae:6029.47119 [846] validation_0-mae:4739.50000 validation_1-mae:6029.60059 [847] validation_0-mae:4738.17480 validation_1-mae:6029.48828 [848] validation_0-mae:4737.51123 validation_1-mae:6029.31397 [849] validation_0-mae:4735.73047 validation_1-mae:6028.92725 [850] validation_0-mae:4734.15576 validation_1-mae:6028.89404 [851] validation_0-mae:4733.20508 validation_1-mae:6029.30664 [852] validation_0-mae:4731.70215 validation_1-mae:6029.43848 [853] validation_0-mae:4730.37549 validation_1-mae:6029.44629 [854] validation_0-mae:4729.04346 validation_1-mae:6029.04932 [855] validation_0-mae:4727.70752 validation_1-mae:6029.13330 [856] validation_0-mae:4727.10889 validation_1-mae:6029.04053 [857] validation_0-mae:4726.22510 validation_1-mae:6028.70312 [858] validation_0-mae:4725.85205 validation_1-mae:6028.86963 [859] validation_0-mae:4724.74170 validation_1-mae:6028.62695 [860] validation_0-mae:4722.72412 validation_1-mae:6027.58789 [861] validation_0-mae:4720.28320 validation_1-mae:6027.37500 [862] validation_0-mae:4719.54834 validation_1-mae:6026.94385 [863] validation_0-mae:4719.04785 validation_1-mae:6026.75977 [864] validation_0-mae:4717.22022 validation_1-mae:6026.03564 [865] validation_0-mae:4715.08447 validation_1-mae:6025.83203 [866] validation_0-mae:4714.32422 validation_1-mae:6025.77148 [867] validation_0-mae:4713.17627 validation_1-mae:6025.91797 [868] validation_0-mae:4712.29736 validation_1-mae:6026.07031 [869] validation_0-mae:4710.80371 validation_1-mae:6025.28027 [870] validation_0-mae:4708.83350 validation_1-mae:6025.66846 [871] validation_0-mae:4707.50147 validation_1-mae:6025.71924 [872] validation_0-mae:4705.94482 validation_1-mae:6026.10986 [873] validation_0-mae:4704.93994 validation_1-mae:6025.98975 [874] validation_0-mae:4702.75049 validation_1-mae:6025.57031 [875] validation_0-mae:4701.72217 validation_1-mae:6025.44092 [876] validation_0-mae:4699.32617 validation_1-mae:6024.98975 [877] validation_0-mae:4697.17188 validation_1-mae:6024.15918 [878] validation_0-mae:4695.59863 validation_1-mae:6024.50488 [879] validation_0-mae:4694.76123 validation_1-mae:6024.28418 [880] validation_0-mae:4694.03223 validation_1-mae:6024.02930 [881] validation_0-mae:4692.45068 validation_1-mae:6024.23633 [882] validation_0-mae:4691.41211 validation_1-mae:6023.87598 [883] validation_0-mae:4690.15674 validation_1-mae:6024.21143 [884] validation_0-mae:4689.38818 validation_1-mae:6024.25732 [885] validation_0-mae:4687.52051 validation_1-mae:6024.90772 [886] validation_0-mae:4686.17236 validation_1-mae:6024.83740 [887] validation_0-mae:4683.96826 validation_1-mae:6024.79883 [888] validation_0-mae:4683.06592 validation_1-mae:6024.44922 [889] validation_0-mae:4681.28027 validation_1-mae:6024.21143 [890] validation_0-mae:4679.93652 validation_1-mae:6024.20654 [891] validation_0-mae:4678.61035 validation_1-mae:6023.66992 [892] validation_0-mae:4676.86963 validation_1-mae:6023.53418 [893] validation_0-mae:4675.45996 validation_1-mae:6022.99414 [894] validation_0-mae:4673.23389 validation_1-mae:6022.77539 [895] validation_0-mae:4672.70459 validation_1-mae:6023.07520 [896] validation_0-mae:4672.03662 validation_1-mae:6022.86426 [897] validation_0-mae:4670.76709 validation_1-mae:6022.80225 [898] validation_0-mae:4669.93359 validation_1-mae:6023.04980 [899] validation_0-mae:4669.56836 validation_1-mae:6023.26514 [900] validation_0-mae:4668.49853 validation_1-mae:6023.38135 [901] validation_0-mae:4667.76318 validation_1-mae:6023.42529 [902] validation_0-mae:4666.03027 validation_1-mae:6022.59912 [903] validation_0-mae:4664.99463 validation_1-mae:6022.48340 [904] validation_0-mae:4663.63281 validation_1-mae:6022.34717 [905] validation_0-mae:4661.75195 validation_1-mae:6022.47363 [906] validation_0-mae:4659.66455 validation_1-mae:6022.78955 [907] validation_0-mae:4658.26807 validation_1-mae:6023.58252 [908] validation_0-mae:4657.14844 validation_1-mae:6023.26953 [909] validation_0-mae:4655.42822 validation_1-mae:6022.99170 [910] validation_0-mae:4653.80176 validation_1-mae:6023.01416 [911] validation_0-mae:4652.44385 validation_1-mae:6022.55811 [912] validation_0-mae:4649.46436 validation_1-mae:6022.36865 [913] validation_0-mae:4648.72705 validation_1-mae:6022.16846 [914] validation_0-mae:4647.49853 validation_1-mae:6022.43311 [915] validation_0-mae:4646.50977 validation_1-mae:6022.82227 [916] validation_0-mae:4644.89746 validation_1-mae:6022.30615 [917] validation_0-mae:4643.28369 validation_1-mae:6021.82129 [918] validation_0-mae:4642.20605 validation_1-mae:6022.68115 [919] validation_0-mae:4640.26855 validation_1-mae:6022.51855 [920] validation_0-mae:4638.58936 validation_1-mae:6021.39355 [921] validation_0-mae:4636.90430 validation_1-mae:6020.93164 [922] validation_0-mae:4635.36670 validation_1-mae:6020.55371 [923] validation_0-mae:4634.61621 validation_1-mae:6020.30713 [924] validation_0-mae:4633.47559 validation_1-mae:6020.32666 [925] validation_0-mae:4631.53223 validation_1-mae:6019.46924 [926] validation_0-mae:4631.02930 validation_1-mae:6019.56055 [927] validation_0-mae:4629.85840 validation_1-mae:6019.65088 [928] validation_0-mae:4628.07471 validation_1-mae:6019.81641 [929] validation_0-mae:4626.62793 validation_1-mae:6019.73926 [930] validation_0-mae:4625.73682 validation_1-mae:6020.40283 [931] validation_0-mae:4625.61035 validation_1-mae:6020.41064 [932] validation_0-mae:4624.22412 validation_1-mae:6020.52832 [933] validation_0-mae:4622.86963 validation_1-mae:6020.62402 [934] validation_0-mae:4621.58252 validation_1-mae:6019.94336 [935] validation_0-mae:4619.80371 validation_1-mae:6019.96875 [936] validation_0-mae:4618.83057 validation_1-mae:6019.94141 [937] validation_0-mae:4618.19092 validation_1-mae:6019.90283 [938] validation_0-mae:4617.15478 validation_1-mae:6019.84131 [939] validation_0-mae:4615.79199 validation_1-mae:6019.45264 [940] validation_0-mae:4612.88916 validation_1-mae:6018.06836 [941] validation_0-mae:4611.29639 validation_1-mae:6018.32422 [942] validation_0-mae:4609.74023 validation_1-mae:6018.18311 [943] validation_0-mae:4608.85303 validation_1-mae:6018.10303 [944] validation_0-mae:4608.55664 validation_1-mae:6018.18018 [945] validation_0-mae:4607.38135 validation_1-mae:6018.07471 [946] validation_0-mae:4606.93262 validation_1-mae:6017.71533 [947] validation_0-mae:4605.61426 validation_1-mae:6017.30176 [948] validation_0-mae:4604.60645 validation_1-mae:6017.14502 [949] validation_0-mae:4602.75342 validation_1-mae:6016.10742 [950] validation_0-mae:4600.86279 validation_1-mae:6015.62598 [951] validation_0-mae:4599.65820 validation_1-mae:6015.51465 [952] validation_0-mae:4598.46728 validation_1-mae:6014.84424 [953] validation_0-mae:4596.45117 validation_1-mae:6014.66064 [954] validation_0-mae:4595.73535 validation_1-mae:6014.33789 [955] validation_0-mae:4594.96631 validation_1-mae:6014.33594 [956] validation_0-mae:4592.94189 validation_1-mae:6013.74316 [957] validation_0-mae:4591.44482 validation_1-mae:6013.25195 [958] validation_0-mae:4590.90576 validation_1-mae:6013.60303 [959] validation_0-mae:4589.74707 validation_1-mae:6013.40576 [960] validation_0-mae:4588.01270 validation_1-mae:6012.87207 [961] validation_0-mae:4586.78516 validation_1-mae:6013.08301 [962] validation_0-mae:4584.33643 validation_1-mae:6012.42285 [963] validation_0-mae:4583.44971 validation_1-mae:6011.89111 [964] validation_0-mae:4582.37109 validation_1-mae:6011.84961 [965] validation_0-mae:4581.73975 validation_1-mae:6011.72217 [966] validation_0-mae:4581.25293 validation_1-mae:6011.40478 [967] validation_0-mae:4579.40576 validation_1-mae:6011.20166 [968] validation_0-mae:4577.31445 validation_1-mae:6010.57959 [969] validation_0-mae:4576.06103 validation_1-mae:6010.53516 [970] validation_0-mae:4574.45703 validation_1-mae:6010.00342 [971] validation_0-mae:4573.65772 validation_1-mae:6010.49170 [972] validation_0-mae:4571.34326 validation_1-mae:6010.48242 [973] validation_0-mae:4569.36914 validation_1-mae:6010.33936 [974] validation_0-mae:4567.84375 validation_1-mae:6010.43701 [975] validation_0-mae:4565.92920 validation_1-mae:6009.65576 [976] validation_0-mae:4564.05078 validation_1-mae:6009.45654 [977] validation_0-mae:4563.11523 validation_1-mae:6009.35596 [978] validation_0-mae:4561.31055 validation_1-mae:6008.47168 [979] validation_0-mae:4559.99902 validation_1-mae:6008.03809 [980] validation_0-mae:4558.35107 validation_1-mae:6007.62256 [981] validation_0-mae:4556.64893 validation_1-mae:6007.69043 [982] validation_0-mae:4555.17188 validation_1-mae:6006.83594 [983] validation_0-mae:4553.86230 validation_1-mae:6006.30957 [984] validation_0-mae:4552.41406 validation_1-mae:6006.27100 [985] validation_0-mae:4550.87353 validation_1-mae:6006.02978 [986] validation_0-mae:4549.27930 validation_1-mae:6005.48975 [987] validation_0-mae:4548.15723 validation_1-mae:6005.32910 [988] validation_0-mae:4547.31934 validation_1-mae:6005.12305 [989] validation_0-mae:4545.95947 validation_1-mae:6004.93701 [990] validation_0-mae:4545.43018 validation_1-mae:6004.84375 [991] validation_0-mae:4544.75195 validation_1-mae:6004.78760 [992] validation_0-mae:4543.72803 validation_1-mae:6004.58594 [993] validation_0-mae:4542.39502 validation_1-mae:6005.53564 [994] validation_0-mae:4541.46094 validation_1-mae:6005.80371 [995] validation_0-mae:4540.49170 validation_1-mae:6005.75586 [996] validation_0-mae:4539.00586 validation_1-mae:6005.49756 [997] validation_0-mae:4537.72998 validation_1-mae:6005.43066 [998] validation_0-mae:4535.68018 validation_1-mae:6004.43408 [999] validation_0-mae:4534.10205 validation_1-mae:6004.73438 [1000] validation_0-mae:4532.77051 validation_1-mae:6004.63428 [1001] validation_0-mae:4530.69824 validation_1-mae:6003.30762 [1002] validation_0-mae:4529.64844 validation_1-mae:6003.24853 [1003] validation_0-mae:4528.53320 validation_1-mae:6003.54150 [1004] validation_0-mae:4527.59131 validation_1-mae:6003.23242 [1005] validation_0-mae:4526.63818 validation_1-mae:6003.05371 [1006] validation_0-mae:4525.89941 validation_1-mae:6002.89307 [1007] validation_0-mae:4525.18506 validation_1-mae:6002.82812 [1008] validation_0-mae:4524.12988 validation_1-mae:6003.06201 [1009] validation_0-mae:4523.48730 validation_1-mae:6002.80322 [1010] validation_0-mae:4522.36475 validation_1-mae:6002.72363 [1011] validation_0-mae:4520.75537 validation_1-mae:6002.65674 [1012] validation_0-mae:4519.54492 validation_1-mae:6002.14600 [1013] validation_0-mae:4518.13574 validation_1-mae:6002.29639 [1014] validation_0-mae:4515.99609 validation_1-mae:6002.26904 [1015] validation_0-mae:4515.19678 validation_1-mae:6002.09473 [1016] validation_0-mae:4514.48584 validation_1-mae:6002.11426 [1017] validation_0-mae:4513.11475 validation_1-mae:6002.46240 [1018] validation_0-mae:4511.39990 validation_1-mae:6001.85938 [1019] validation_0-mae:4511.24512 validation_1-mae:6001.93506 [1020] validation_0-mae:4511.02734 validation_1-mae:6001.89893 [1021] validation_0-mae:4509.42139 validation_1-mae:6001.59131 [1022] validation_0-mae:4507.96143 validation_1-mae:6000.86475 [1023] validation_0-mae:4506.63086 validation_1-mae:6000.13135 [1024] validation_0-mae:4505.60498 validation_1-mae:6000.63477 [1025] validation_0-mae:4504.58203 validation_1-mae:6001.31152 [1026] validation_0-mae:4504.00342 validation_1-mae:6001.62451 [1027] validation_0-mae:4503.88428 validation_1-mae:6001.54688 [1028] validation_0-mae:4502.77441 validation_1-mae:6001.63574 [1029] validation_0-mae:4502.00391 validation_1-mae:6001.67432 [1030] validation_0-mae:4500.99414 validation_1-mae:6001.10156 [1031] validation_0-mae:4499.35059 validation_1-mae:6000.65869 [1032] validation_0-mae:4498.53711 validation_1-mae:6000.89600 [1033] validation_0-mae:4498.04639 validation_1-mae:6000.77490 [1034] validation_0-mae:4496.98828 validation_1-mae:6000.96533 [1035] validation_0-mae:4495.07178 validation_1-mae:6001.04688 [1036] validation_0-mae:4493.96631 validation_1-mae:6000.61816 [1037] validation_0-mae:4493.26611 validation_1-mae:6000.51465 [1038] validation_0-mae:4492.71924 validation_1-mae:6000.60889 [1039] validation_0-mae:4491.95312 validation_1-mae:6000.56250 [1040] validation_0-mae:4491.56152 validation_1-mae:6000.44189 [1041] validation_0-mae:4490.14648 validation_1-mae:6000.58789 [1042] validation_0-mae:4489.26855 validation_1-mae:6000.22022 [1043] validation_0-mae:4489.03613 validation_1-mae:6000.22412 [1044] validation_0-mae:4488.42725 validation_1-mae:6000.04297 [1045] validation_0-mae:4487.99853 validation_1-mae:5999.84375 [1046] validation_0-mae:4487.93506 validation_1-mae:5999.83496 [1047] validation_0-mae:4487.29248 validation_1-mae:5999.49170 [1048] validation_0-mae:4486.58496 validation_1-mae:5999.45264 [1049] validation_0-mae:4486.08643 validation_1-mae:5999.63086 [1050] validation_0-mae:4485.42090 validation_1-mae:5999.42773 [1051] validation_0-mae:4484.14893 validation_1-mae:5999.35254 [1052] validation_0-mae:4482.59766 validation_1-mae:5999.08447 [1053] validation_0-mae:4480.28272 validation_1-mae:5998.67920 [1054] validation_0-mae:4478.92676 validation_1-mae:5998.68408 [1055] validation_0-mae:4477.77832 validation_1-mae:5998.18066 [1056] validation_0-mae:4476.69385 validation_1-mae:5998.33301 [1057] validation_0-mae:4475.95068 validation_1-mae:5998.18018 [1058] validation_0-mae:4474.82959 validation_1-mae:5997.71973 [1059] validation_0-mae:4474.16553 validation_1-mae:5997.64941 [1060] validation_0-mae:4473.44336 validation_1-mae:5997.84228 [1061] validation_0-mae:4472.65918 validation_1-mae:5998.05518 [1062] validation_0-mae:4471.29639 validation_1-mae:5997.28906 [1063] validation_0-mae:4469.98926 validation_1-mae:5997.58838 [1064] validation_0-mae:4468.82471 validation_1-mae:5997.60840 [1065] validation_0-mae:4467.96582 validation_1-mae:5997.34326 [1066] validation_0-mae:4466.58740 validation_1-mae:5997.19141 [1067] validation_0-mae:4466.05225 validation_1-mae:5996.96680 [1068] validation_0-mae:4464.67822 validation_1-mae:5997.74463 [1069] validation_0-mae:4463.19141 validation_1-mae:5996.75781 [1070] validation_0-mae:4462.22168 validation_1-mae:5996.92041 [1071] validation_0-mae:4461.20264 validation_1-mae:5996.97803 [1072] validation_0-mae:4460.22510 validation_1-mae:5996.92334 [1073] validation_0-mae:4459.24805 validation_1-mae:5996.32764 [1074] validation_0-mae:4458.49219 validation_1-mae:5996.46631 [1075] validation_0-mae:4456.81006 validation_1-mae:5996.74219 [1076] validation_0-mae:4455.62305 validation_1-mae:5997.04688 [1077] validation_0-mae:4454.83594 validation_1-mae:5997.08252 [1078] validation_0-mae:4454.36572 validation_1-mae:5996.87305 [1079] validation_0-mae:4453.06787 validation_1-mae:5997.09814 [1080] validation_0-mae:4451.84717 validation_1-mae:5996.78516 [1081] validation_0-mae:4451.24512 validation_1-mae:5996.68115 [1082] validation_0-mae:4450.18115 validation_1-mae:5996.18603 [1083] validation_0-mae:4449.64014 validation_1-mae:5996.55859 [1084] validation_0-mae:4448.34277 validation_1-mae:5997.25147 [1085] validation_0-mae:4447.09473 validation_1-mae:5996.95605 [1086] validation_0-mae:4445.66748 validation_1-mae:5997.45361 [1087] validation_0-mae:4444.59522 validation_1-mae:5997.08350 [1088] validation_0-mae:4444.18115 validation_1-mae:5997.23828 [1089] validation_0-mae:4443.72949 validation_1-mae:5997.15527 [1090] validation_0-mae:4442.83203 validation_1-mae:5997.22754 [1091] validation_0-mae:4441.41553 validation_1-mae:5997.09863 [1092] validation_0-mae:4440.70508 validation_1-mae:5996.99170 [1093] validation_0-mae:4440.66895 validation_1-mae:5997.10107 [1094] validation_0-mae:4440.15088 validation_1-mae:5997.03223 [1095] validation_0-mae:4439.17871 validation_1-mae:5997.07910 [1096] validation_0-mae:4438.26465 validation_1-mae:5997.08691 [1097] validation_0-mae:4437.13623 validation_1-mae:5997.07812 [1098] validation_0-mae:4434.98584 validation_1-mae:5996.49658 [1099] validation_0-mae:4434.23145 validation_1-mae:5996.48096 [1100] validation_0-mae:4433.18359 validation_1-mae:5996.65918 [1101] validation_0-mae:4431.27588 validation_1-mae:5996.56641 [1102] validation_0-mae:4430.45703 validation_1-mae:5996.59424 [1103] validation_0-mae:4429.14648 validation_1-mae:5996.14111 [1104] validation_0-mae:4428.72852 validation_1-mae:5996.18701 [1105] validation_0-mae:4428.35889 validation_1-mae:5996.08105 [1106] validation_0-mae:4427.49414 validation_1-mae:5995.70654 [1107] validation_0-mae:4426.33545 validation_1-mae:5995.75098 [1108] validation_0-mae:4425.32764 validation_1-mae:5996.23877 [1109] validation_0-mae:4423.95312 validation_1-mae:5996.51709 [1110] validation_0-mae:4421.88916 validation_1-mae:5996.10498 [1111] validation_0-mae:4420.51660 validation_1-mae:5996.63135 [1112] validation_0-mae:4418.75635 validation_1-mae:5995.95312 [1113] validation_0-mae:4417.46387 validation_1-mae:5995.88428 [1114] validation_0-mae:4416.41699 validation_1-mae:5995.93408 [1115] validation_0-mae:4415.53076 validation_1-mae:5995.95068 [1116] validation_0-mae:4414.94922 validation_1-mae:5996.37647 [1117] validation_0-mae:4414.38135 validation_1-mae:5996.59375 [1118] validation_0-mae:4413.21387 validation_1-mae:5996.91406 [1119] validation_0-mae:4412.20068 validation_1-mae:5997.00098 [1120] validation_0-mae:4411.06543 validation_1-mae:5997.36426 [1121] validation_0-mae:4409.90820 validation_1-mae:5996.96582 [1122] validation_0-mae:4409.21728 validation_1-mae:5996.67383 [1123] validation_0-mae:4407.92383 validation_1-mae:5996.22559 [1124] validation_0-mae:4406.85156 validation_1-mae:5995.90576 [1125] validation_0-mae:4405.37988 validation_1-mae:5995.57227 [1126] validation_0-mae:4404.92480 validation_1-mae:5995.62109 [1127] validation_0-mae:4404.08105 validation_1-mae:5996.14404 [1128] validation_0-mae:4403.27246 validation_1-mae:5996.12256 [1129] validation_0-mae:4402.64307 validation_1-mae:5996.09424 [1130] validation_0-mae:4401.68066 validation_1-mae:5996.21045 [1131] validation_0-mae:4400.93799 validation_1-mae:5995.84766 [1132] validation_0-mae:4400.00488 validation_1-mae:5995.43115 [1133] validation_0-mae:4399.54834 validation_1-mae:5995.56885 [1134] validation_0-mae:4398.54980 validation_1-mae:5996.31738 [1135] validation_0-mae:4397.45166 validation_1-mae:5996.59424 [1136] validation_0-mae:4397.19824 validation_1-mae:5996.72803 [1137] validation_0-mae:4396.90332 validation_1-mae:5996.56103 [1138] validation_0-mae:4396.09131 validation_1-mae:5996.71484 [1139] validation_0-mae:4394.46973 validation_1-mae:5996.20557 [1140] validation_0-mae:4393.42236 validation_1-mae:5996.38477 [1141] validation_0-mae:4392.45801 validation_1-mae:5996.47510 [1142] validation_0-mae:4391.48975 validation_1-mae:5995.63916 [1143] validation_0-mae:4390.69922 validation_1-mae:5995.55127 [1144] validation_0-mae:4389.39062 validation_1-mae:5994.78418 [1145] validation_0-mae:4388.37353 validation_1-mae:5993.67529 [1146] validation_0-mae:4386.95801 validation_1-mae:5994.43311 [1147] validation_0-mae:4385.46826 validation_1-mae:5994.15039 [1148] validation_0-mae:4384.91406 validation_1-mae:5994.29443 [1149] validation_0-mae:4383.56445 validation_1-mae:5993.98877 [1150] validation_0-mae:4383.08252 validation_1-mae:5994.11230 [1151] validation_0-mae:4381.01758 validation_1-mae:5992.37549 [1152] validation_0-mae:4379.94531 validation_1-mae:5992.64697 [1153] validation_0-mae:4378.72559 validation_1-mae:5992.50293 [1154] validation_0-mae:4377.89502 validation_1-mae:5992.21875 [1155] validation_0-mae:4376.43994 validation_1-mae:5991.57080 [1156] validation_0-mae:4375.86377 validation_1-mae:5991.44385 [1157] validation_0-mae:4374.77637 validation_1-mae:5991.25879 [1158] validation_0-mae:4373.66162 validation_1-mae:5990.81006 [1159] validation_0-mae:4372.81982 validation_1-mae:5990.95215 [1160] validation_0-mae:4371.26123 validation_1-mae:5990.57324 [1161] validation_0-mae:4370.16797 validation_1-mae:5990.68750 [1162] validation_0-mae:4368.84228 validation_1-mae:5990.69775 [1163] validation_0-mae:4367.95166 validation_1-mae:5991.35205 [1164] validation_0-mae:4366.46436 validation_1-mae:5991.35742 [1165] validation_0-mae:4365.10449 validation_1-mae:5990.97412 [1166] validation_0-mae:4363.55176 validation_1-mae:5990.43066 [1167] validation_0-mae:4362.70508 validation_1-mae:5990.17432 [1168] validation_0-mae:4361.76953 validation_1-mae:5989.78516 [1169] validation_0-mae:4359.91992 validation_1-mae:5989.83984 [1170] validation_0-mae:4358.98486 validation_1-mae:5990.21924 [1171] validation_0-mae:4357.30957 validation_1-mae:5990.10400 [1172] validation_0-mae:4356.60693 validation_1-mae:5990.08887 [1173] validation_0-mae:4355.71191 validation_1-mae:5990.27344 [1174] validation_0-mae:4354.33984 validation_1-mae:5990.73877 [1175] validation_0-mae:4353.53955 validation_1-mae:5990.22803 [1176] validation_0-mae:4352.78516 validation_1-mae:5989.90186 [1177] validation_0-mae:4351.15967 validation_1-mae:5988.91406 [1178] validation_0-mae:4349.67578 validation_1-mae:5988.86768 [1179] validation_0-mae:4348.73779 validation_1-mae:5988.37647 [1180] validation_0-mae:4348.07812 validation_1-mae:5988.39990 [1181] validation_0-mae:4347.02148 validation_1-mae:5988.30566 [1182] validation_0-mae:4346.56641 validation_1-mae:5988.15283 [1183] validation_0-mae:4345.69580 validation_1-mae:5987.98584 [1184] validation_0-mae:4345.35498 validation_1-mae:5987.91797 [1185] validation_0-mae:4343.59375 validation_1-mae:5988.28760 [1186] validation_0-mae:4343.02100 validation_1-mae:5987.91016 [1187] validation_0-mae:4342.27783 validation_1-mae:5987.88086 [1188] validation_0-mae:4341.39014 validation_1-mae:5988.35742 [1189] validation_0-mae:4340.35156 validation_1-mae:5988.27197 [1190] validation_0-mae:4338.54688 validation_1-mae:5988.15137 [1191] validation_0-mae:4337.47559 validation_1-mae:5988.16650 [1192] validation_0-mae:4336.85107 validation_1-mae:5988.12695 [1193] validation_0-mae:4335.58154 validation_1-mae:5988.10742 [1194] validation_0-mae:4334.42139 validation_1-mae:5988.38184 [1195] validation_0-mae:4332.93457 validation_1-mae:5988.54883 [1196] validation_0-mae:4332.28955 validation_1-mae:5988.79834 [1197] validation_0-mae:4331.19727 validation_1-mae:5988.72412 [1198] validation_0-mae:4330.21680 validation_1-mae:5988.73145 [1199] validation_0-mae:4328.83594 validation_1-mae:5988.76465 [1200] validation_0-mae:4328.25732 validation_1-mae:5988.83740 [1201] validation_0-mae:4327.86621 validation_1-mae:5988.79883 [1202] validation_0-mae:4327.07373 validation_1-mae:5988.37842 [1203] validation_0-mae:4325.96631 validation_1-mae:5988.60205 [1204] validation_0-mae:4324.68164 validation_1-mae:5988.84668 [1205] validation_0-mae:4323.62793 validation_1-mae:5988.59033 [1206] validation_0-mae:4322.64941 validation_1-mae:5989.06201 [1207] validation_0-mae:4321.75928 validation_1-mae:5988.36377 [1208] validation_0-mae:4320.80518 validation_1-mae:5988.10840 [1209] validation_0-mae:4320.13623 validation_1-mae:5988.09424 [1210] validation_0-mae:4319.34863 validation_1-mae:5988.65381 [1211] validation_0-mae:4318.34766 validation_1-mae:5988.41211 [1212] validation_0-mae:4317.44922 validation_1-mae:5988.30176 [1213] validation_0-mae:4316.85449 validation_1-mae:5988.20801 [1214] validation_0-mae:4315.54102 validation_1-mae:5987.72314 [1215] validation_0-mae:4314.29834 validation_1-mae:5987.93506 [1216] validation_0-mae:4313.67188 validation_1-mae:5987.64502 [1217] validation_0-mae:4312.87549 validation_1-mae:5987.68799 [1218] validation_0-mae:4311.71143 validation_1-mae:5987.36572 [1219] validation_0-mae:4310.78711 validation_1-mae:5987.24951 [1220] validation_0-mae:4309.85547 validation_1-mae:5987.42969 [1221] validation_0-mae:4309.38574 validation_1-mae:5987.40674 [1222] validation_0-mae:4308.34180 validation_1-mae:5986.95947 [1223] validation_0-mae:4307.37012 validation_1-mae:5987.27832 [1224] validation_0-mae:4305.83398 validation_1-mae:5987.46338 [1225] validation_0-mae:4304.36230 validation_1-mae:5987.25684 [1226] validation_0-mae:4303.21680 validation_1-mae:5987.78906 [1227] validation_0-mae:4301.87207 validation_1-mae:5988.07129 [1228] validation_0-mae:4300.86719 validation_1-mae:5988.45410 [1229] validation_0-mae:4300.02344 validation_1-mae:5988.40039 [1230] validation_0-mae:4299.29053 validation_1-mae:5988.41699 [1231] validation_0-mae:4298.71680 validation_1-mae:5988.29736 [1232] validation_0-mae:4298.33789 validation_1-mae:5988.23486 [1233] validation_0-mae:4297.71728 validation_1-mae:5988.31397 [1234] validation_0-mae:4297.17090 validation_1-mae:5987.94971 [1235] validation_0-mae:4296.58740 validation_1-mae:5987.89551 [1236] validation_0-mae:4295.51514 validation_1-mae:5987.97363 [1237] validation_0-mae:4294.17334 validation_1-mae:5988.10205 [1238] validation_0-mae:4293.65039 validation_1-mae:5988.32227 [1239] validation_0-mae:4292.76807 validation_1-mae:5988.49756 [1240] validation_0-mae:4292.20166 validation_1-mae:5988.34863 [1241] validation_0-mae:4290.94092 validation_1-mae:5988.08203 [1242] validation_0-mae:4289.44238 validation_1-mae:5987.26611 [1243] validation_0-mae:4287.62598 validation_1-mae:5986.92188 [1244] validation_0-mae:4285.91309 validation_1-mae:5986.97607 [1245] validation_0-mae:4284.39502 validation_1-mae:5986.36621 [1246] validation_0-mae:4282.62305 validation_1-mae:5985.81641 [1247] validation_0-mae:4281.67773 validation_1-mae:5986.16650 [1248] validation_0-mae:4280.78857 validation_1-mae:5986.24902 [1249] validation_0-mae:4279.90186 validation_1-mae:5987.07959 [1250] validation_0-mae:4279.12939 validation_1-mae:5987.14990 [1251] validation_0-mae:4278.41797 validation_1-mae:5986.91748 [1252] validation_0-mae:4277.68848 validation_1-mae:5986.98584 [1253] validation_0-mae:4276.79443 validation_1-mae:5986.88037 [1254] validation_0-mae:4275.84766 validation_1-mae:5987.09570 [1255] validation_0-mae:4274.33740 validation_1-mae:5986.48486 [1256] validation_0-mae:4272.60791 validation_1-mae:5985.60205 [1257] validation_0-mae:4271.54053 validation_1-mae:5985.44727 [1258] validation_0-mae:4270.42090 validation_1-mae:5985.82373 [1259] validation_0-mae:4269.68603 validation_1-mae:5985.98682 [1260] validation_0-mae:4268.09814 validation_1-mae:5985.85156 [1261] validation_0-mae:4267.31982 validation_1-mae:5985.55469 [1262] validation_0-mae:4266.64648 validation_1-mae:5984.82861 [1263] validation_0-mae:4266.30713 validation_1-mae:5984.84961 [1264] validation_0-mae:4265.41895 validation_1-mae:5984.97461 [1265] validation_0-mae:4264.79395 validation_1-mae:5985.29932 [1266] validation_0-mae:4264.20020 validation_1-mae:5985.09814 [1267] validation_0-mae:4263.69092 validation_1-mae:5984.95654 [1268] validation_0-mae:4262.96289 validation_1-mae:5985.09277 [1269] validation_0-mae:4262.90381 validation_1-mae:5985.09814 [1270] validation_0-mae:4262.45312 validation_1-mae:5985.35498 [1271] validation_0-mae:4261.68311 validation_1-mae:5985.50000 [1272] validation_0-mae:4261.20020 validation_1-mae:5985.11719 [1273] validation_0-mae:4260.73486 validation_1-mae:5985.31982 [1274] validation_0-mae:4259.55078 validation_1-mae:5985.67871 [1275] validation_0-mae:4258.42822 validation_1-mae:5986.26172 [1276] validation_0-mae:4257.19092 validation_1-mae:5985.66602 [1277] validation_0-mae:4256.11719 validation_1-mae:5985.35059 [1278] validation_0-mae:4254.94385 validation_1-mae:5984.97217 [1279] validation_0-mae:4254.22070 validation_1-mae:5985.00439 [1280] validation_0-mae:4253.86230 validation_1-mae:5984.78613 [1281] validation_0-mae:4252.66553 validation_1-mae:5985.01904 [1282] validation_0-mae:4252.10742 validation_1-mae:5985.16846 [1283] validation_0-mae:4251.48779 validation_1-mae:5985.37109 [1284] validation_0-mae:4250.56152 validation_1-mae:5985.23828 [1285] validation_0-mae:4249.79834 validation_1-mae:5985.15869 [1286] validation_0-mae:4248.54053 validation_1-mae:5984.71094 [1287] validation_0-mae:4247.79980 validation_1-mae:5984.89746 [1288] validation_0-mae:4247.19531 validation_1-mae:5984.87500 [1289] validation_0-mae:4246.13574 validation_1-mae:5985.01025 [1290] validation_0-mae:4245.39111 validation_1-mae:5984.92969 [1291] validation_0-mae:4244.27832 validation_1-mae:5984.64355 [1292] validation_0-mae:4243.01074 validation_1-mae:5984.82520 [1293] validation_0-mae:4241.43359 validation_1-mae:5984.76611 [1294] validation_0-mae:4240.28076 validation_1-mae:5984.71387 [1295] validation_0-mae:4239.55225 validation_1-mae:5985.17139 [1296] validation_0-mae:4238.95605 validation_1-mae:5985.42383 [1297] validation_0-mae:4238.20654 validation_1-mae:5985.44043 [1298] validation_0-mae:4236.93750 validation_1-mae:5985.41699 [1299] validation_0-mae:4236.49951 validation_1-mae:5985.27637 [1300] validation_0-mae:4235.83105 validation_1-mae:5985.25586 [1301] validation_0-mae:4235.12256 validation_1-mae:5985.29102 [1302] validation_0-mae:4234.72217 validation_1-mae:5985.14404 [1303] validation_0-mae:4233.68408 validation_1-mae:5985.27441 [1304] validation_0-mae:4233.66357 validation_1-mae:5985.26660 [1305] validation_0-mae:4232.51172 validation_1-mae:5985.12207 [1306] validation_0-mae:4231.58984 validation_1-mae:5985.15674 [1307] validation_0-mae:4229.79980 validation_1-mae:5984.61719 [1308] validation_0-mae:4229.03467 validation_1-mae:5984.55664 [1309] validation_0-mae:4227.07324 validation_1-mae:5984.87500 [1310] validation_0-mae:4224.99756 validation_1-mae:5984.38281 [1311] validation_0-mae:4223.44482 validation_1-mae:5983.81397 [1312] validation_0-mae:4222.29541 validation_1-mae:5983.86279 [1313] validation_0-mae:4220.54150 validation_1-mae:5984.04883 [1314] validation_0-mae:4219.99414 validation_1-mae:5984.07959 [1315] validation_0-mae:4219.23975 validation_1-mae:5984.38086 [1316] validation_0-mae:4218.86230 validation_1-mae:5984.49658 [1317] validation_0-mae:4217.85010 validation_1-mae:5984.42529 [1318] validation_0-mae:4216.96973 validation_1-mae:5984.71582 [1319] validation_0-mae:4216.16406 validation_1-mae:5984.55518 [1320] validation_0-mae:4214.94336 validation_1-mae:5984.18506 [1321] validation_0-mae:4214.17236 validation_1-mae:5984.47998 [1322] validation_0-mae:4213.83252 validation_1-mae:5984.47363 [1323] validation_0-mae:4213.45166 validation_1-mae:5984.58008 [1324] validation_0-mae:4213.13281 validation_1-mae:5984.97852 [1325] validation_0-mae:4212.51807 validation_1-mae:5985.09619 [1326] validation_0-mae:4211.73584 validation_1-mae:5985.54688 [1327] validation_0-mae:4210.77978 validation_1-mae:5985.27100 [1328] validation_0-mae:4210.27588 validation_1-mae:5985.25830 [1329] validation_0-mae:4208.87305 validation_1-mae:5985.09326 [1330] validation_0-mae:4207.84668 validation_1-mae:5985.45312 [1331] validation_0-mae:4207.17676 validation_1-mae:5984.86670 [1332] validation_0-mae:4206.24707 validation_1-mae:5984.78613 [1333] validation_0-mae:4205.08984 validation_1-mae:5984.51270 [1334] validation_0-mae:4204.30127 validation_1-mae:5984.63965 [1335] validation_0-mae:4203.47363 validation_1-mae:5984.56641 [1336] validation_0-mae:4201.51855 validation_1-mae:5984.95264 [1337] validation_0-mae:4200.27832 validation_1-mae:5984.61475 [1338] validation_0-mae:4199.75342 validation_1-mae:5984.55762 [1339] validation_0-mae:4199.15332 validation_1-mae:5984.49268 [1340] validation_0-mae:4197.98926 validation_1-mae:5984.69678 [1341] validation_0-mae:4197.32861 validation_1-mae:5984.75098 [1342] validation_0-mae:4196.03027 validation_1-mae:5984.55811 [1343] validation_0-mae:4195.21484 validation_1-mae:5984.28613 [1344] validation_0-mae:4194.04248 validation_1-mae:5984.62500 [1345] validation_0-mae:4192.49219 validation_1-mae:5984.42090 [1346] validation_0-mae:4191.49072 validation_1-mae:5984.12988 [1347] validation_0-mae:4191.09961 validation_1-mae:5984.25098 [1348] validation_0-mae:4190.14990 validation_1-mae:5983.91211 [1349] validation_0-mae:4189.47607 validation_1-mae:5983.86768 [1350] validation_0-mae:4188.65918 validation_1-mae:5984.78809 [1351] validation_0-mae:4187.98682 validation_1-mae:5984.82080 [1352] validation_0-mae:4187.27344 validation_1-mae:5984.62402 [1353] validation_0-mae:4186.10254 validation_1-mae:5984.00488 [1354] validation_0-mae:4184.43603 validation_1-mae:5983.58936 [1355] validation_0-mae:4182.88379 validation_1-mae:5983.34961 [1356] validation_0-mae:4181.50830 validation_1-mae:5982.85986 [1357] validation_0-mae:4180.66113 validation_1-mae:5983.14307 [1358] validation_0-mae:4179.43945 validation_1-mae:5982.99902 [1359] validation_0-mae:4178.71484 validation_1-mae:5983.26562 [1360] validation_0-mae:4176.87891 validation_1-mae:5984.35449 [1361] validation_0-mae:4176.34668 validation_1-mae:5984.10352 [1362] validation_0-mae:4175.17969 validation_1-mae:5984.12012 [1363] validation_0-mae:4174.47607 validation_1-mae:5984.18359 [1364] validation_0-mae:4173.53076 validation_1-mae:5984.06543 [1365] validation_0-mae:4172.74170 validation_1-mae:5983.78857 [1366] validation_0-mae:4171.17383 validation_1-mae:5984.02881 [1367] validation_0-mae:4170.03027 validation_1-mae:5983.79834 [1368] validation_0-mae:4169.28076 validation_1-mae:5983.34277 [1369] validation_0-mae:4167.45410 validation_1-mae:5982.13086 [1370] validation_0-mae:4165.24121 validation_1-mae:5981.90625 [1371] validation_0-mae:4163.65576 validation_1-mae:5979.98389 [1372] validation_0-mae:4163.21289 validation_1-mae:5979.96777 [1373] validation_0-mae:4162.31592 validation_1-mae:5979.96875 [1374] validation_0-mae:4161.70264 validation_1-mae:5979.99219 [1375] validation_0-mae:4161.65576 validation_1-mae:5979.92041 [1376] validation_0-mae:4161.41455 validation_1-mae:5979.97412 [1377] validation_0-mae:4161.08740 validation_1-mae:5980.09619 [1378] validation_0-mae:4159.79932 validation_1-mae:5980.19385 [1379] validation_0-mae:4159.21143 validation_1-mae:5980.14990 [1380] validation_0-mae:4157.83594 validation_1-mae:5979.93311 [1381] validation_0-mae:4157.08008 validation_1-mae:5979.39746 [1382] validation_0-mae:4155.92432 validation_1-mae:5979.44287 [1383] validation_0-mae:4155.13623 validation_1-mae:5979.45947 [1384] validation_0-mae:4154.34131 validation_1-mae:5979.49316 [1385] validation_0-mae:4153.86182 validation_1-mae:5979.52734 [1386] validation_0-mae:4152.41846 validation_1-mae:5979.11719 [1387] validation_0-mae:4152.13525 validation_1-mae:5979.19678 [1388] validation_0-mae:4151.87012 validation_1-mae:5979.16016 [1389] validation_0-mae:4151.72363 validation_1-mae:5979.05762 [1390] validation_0-mae:4151.42578 validation_1-mae:5978.94678 [1391] validation_0-mae:4150.44336 validation_1-mae:5978.38867 [1392] validation_0-mae:4150.12353 validation_1-mae:5978.48438 [1393] validation_0-mae:4148.69482 validation_1-mae:5978.18603 [1394] validation_0-mae:4148.06397 validation_1-mae:5978.80176 [1395] validation_0-mae:4147.70703 validation_1-mae:5978.99805 [1396] validation_0-mae:4146.83691 validation_1-mae:5978.76514 [1397] validation_0-mae:4146.47363 validation_1-mae:5978.41357 [1398] validation_0-mae:4144.96631 validation_1-mae:5977.88330 [1399] validation_0-mae:4143.66162 validation_1-mae:5977.57031 [1400] validation_0-mae:4142.28516 validation_1-mae:5977.00195 [1401] validation_0-mae:4141.45508 validation_1-mae:5976.75488 [1402] validation_0-mae:4140.83594 validation_1-mae:5976.77051 [1403] validation_0-mae:4140.07178 validation_1-mae:5977.17188 [1404] validation_0-mae:4139.38281 validation_1-mae:5976.96875 [1405] validation_0-mae:4138.65918 validation_1-mae:5977.10889 [1406] validation_0-mae:4137.87647 validation_1-mae:5977.38037 [1407] validation_0-mae:4136.96728 validation_1-mae:5976.61133 [1408] validation_0-mae:4135.98145 validation_1-mae:5976.47998 [1409] validation_0-mae:4135.24463 validation_1-mae:5976.35059 [1410] validation_0-mae:4134.21143 validation_1-mae:5976.20654 [1411] validation_0-mae:4133.38232 validation_1-mae:5975.99609 [1412] validation_0-mae:4132.69092 validation_1-mae:5975.69580 [1413] validation_0-mae:4132.08594 validation_1-mae:5975.89355 [1414] validation_0-mae:4130.96777 validation_1-mae:5976.15283 [1415] validation_0-mae:4130.18555 validation_1-mae:5975.74316 [1416] validation_0-mae:4129.11963 validation_1-mae:5976.01514 [1417] validation_0-mae:4128.47656 validation_1-mae:5976.31885 [1418] validation_0-mae:4127.67627 validation_1-mae:5976.29297 [1419] validation_0-mae:4127.32471 validation_1-mae:5976.27051 [1420] validation_0-mae:4127.27051 validation_1-mae:5976.29004 [1421] validation_0-mae:4126.68994 validation_1-mae:5976.29053 [1422] validation_0-mae:4124.79297 validation_1-mae:5976.12402 [1423] validation_0-mae:4124.17871 validation_1-mae:5976.56641 [1424] validation_0-mae:4123.23877 validation_1-mae:5976.39062 [1425] validation_0-mae:4122.39746 validation_1-mae:5976.13721 [1426] validation_0-mae:4121.82422 validation_1-mae:5976.21045 [1427] validation_0-mae:4121.01562 validation_1-mae:5976.56885 [1428] validation_0-mae:4120.21191 validation_1-mae:5976.47803 [1429] validation_0-mae:4119.58838 validation_1-mae:5976.81250 [1430] validation_0-mae:4119.05225 validation_1-mae:5976.74268 [1431] validation_0-mae:4117.31152 validation_1-mae:5976.62256 [1432] validation_0-mae:4115.96533 validation_1-mae:5976.17676 [1433] validation_0-mae:4114.68408 validation_1-mae:5976.28711 [1434] validation_0-mae:4113.74121 validation_1-mae:5976.10400 [1435] validation_0-mae:4112.44043 validation_1-mae:5975.90723 [1436] validation_0-mae:4111.31299 validation_1-mae:5975.45410 [1437] validation_0-mae:4110.02197 validation_1-mae:5975.52930 [1438] validation_0-mae:4108.92041 validation_1-mae:5975.70703 [1439] validation_0-mae:4108.42383 validation_1-mae:5975.95312 [1440] validation_0-mae:4107.70508 validation_1-mae:5975.94141 [1441] validation_0-mae:4106.33252 validation_1-mae:5975.31055 [1442] validation_0-mae:4105.43652 validation_1-mae:5974.87012 [1443] validation_0-mae:4104.89600 validation_1-mae:5974.88477 [1444] validation_0-mae:4103.51270 validation_1-mae:5975.14697 [1445] validation_0-mae:4101.99121 validation_1-mae:5975.10986 [1446] validation_0-mae:4100.72314 validation_1-mae:5975.61377 [1447] validation_0-mae:4098.89209 validation_1-mae:5975.15039 [1448] validation_0-mae:4098.42676 validation_1-mae:5975.18115 [1449] validation_0-mae:4097.50488 validation_1-mae:5975.17725 [1450] validation_0-mae:4096.12207 validation_1-mae:5975.89111 [1451] validation_0-mae:4094.63940 validation_1-mae:5976.35205 [1452] validation_0-mae:4093.71020 validation_1-mae:5977.35156 [1453] validation_0-mae:4092.24902 validation_1-mae:5977.95508 [1454] validation_0-mae:4091.73657 validation_1-mae:5977.66211 [1455] validation_0-mae:4090.79321 validation_1-mae:5977.78857 [1456] validation_0-mae:4090.03906 validation_1-mae:5977.91064 [1457] validation_0-mae:4088.82983 validation_1-mae:5977.32568 [1458] validation_0-mae:4088.23853 validation_1-mae:5977.59180 [1459] validation_0-mae:4087.44043 validation_1-mae:5977.35352 [1460] validation_0-mae:4086.24463 validation_1-mae:5977.66162 [1461] validation_0-mae:4085.20752 validation_1-mae:5977.64062 [1462] validation_0-mae:4084.24561 validation_1-mae:5977.61035 [1463] validation_0-mae:4083.10547 validation_1-mae:5977.25830 [1464] validation_0-mae:4082.28369 validation_1-mae:5976.80908 [1465] validation_0-mae:4081.57983 validation_1-mae:5977.13086 [1466] validation_0-mae:4081.03955 validation_1-mae:5976.96826 [1467] validation_0-mae:4080.54639 validation_1-mae:5976.85791 [1468] validation_0-mae:4079.98877 validation_1-mae:5976.87891 [1469] validation_0-mae:4079.21509 validation_1-mae:5976.64160 [1470] validation_0-mae:4078.61279 validation_1-mae:5976.53125 [1471] validation_0-mae:4077.76196 validation_1-mae:5975.96436 [1472] validation_0-mae:4076.69360 validation_1-mae:5975.90430 [1473] validation_0-mae:4075.95825 validation_1-mae:5975.56445 [1474] validation_0-mae:4074.83496 validation_1-mae:5975.13330 [1475] validation_0-mae:4074.11768 validation_1-mae:5975.21582 [1476] validation_0-mae:4073.40576 validation_1-mae:5975.02344 [1477] validation_0-mae:4073.20630 validation_1-mae:5974.97949 [1478] validation_0-mae:4072.20410 validation_1-mae:5974.70264 [1479] validation_0-mae:4071.42529 validation_1-mae:5974.39551 [1480] validation_0-mae:4070.94824 validation_1-mae:5974.37744 [1481] validation_0-mae:4070.77783 validation_1-mae:5974.43555 [1482] validation_0-mae:4070.39868 validation_1-mae:5974.35596 [1483] validation_0-mae:4069.35767 validation_1-mae:5974.64600 [1484] validation_0-mae:4068.85938 validation_1-mae:5974.66895 [1485] validation_0-mae:4068.23047 validation_1-mae:5974.91748 [1486] validation_0-mae:4067.59131 validation_1-mae:5974.68994 [1487] validation_0-mae:4067.54102 validation_1-mae:5974.71582 [1488] validation_0-mae:4066.71143 validation_1-mae:5974.63818 [1489] validation_0-mae:4065.86963 validation_1-mae:5974.54736 [1490] validation_0-mae:4064.70752 validation_1-mae:5974.19824 [1491] validation_0-mae:4063.51294 validation_1-mae:5974.02978 [1492] validation_0-mae:4062.85059 validation_1-mae:5973.75000 [1493] validation_0-mae:4062.25073 validation_1-mae:5973.74707 [1494] validation_0-mae:4061.14624 validation_1-mae:5973.36768 [1495] validation_0-mae:4060.67285 validation_1-mae:5973.26025 [1496] validation_0-mae:4060.17212 validation_1-mae:5973.15820 [1497] validation_0-mae:4059.22803 validation_1-mae:5974.02148 [1498] validation_0-mae:4058.37476 validation_1-mae:5974.52978 [1499] validation_0-mae:4057.99854 validation_1-mae:5974.49219 [1500] validation_0-mae:4057.35449 validation_1-mae:5974.63379 [1501] validation_0-mae:4056.86816 validation_1-mae:5974.57324 [1502] validation_0-mae:4056.28101 validation_1-mae:5974.73291 [1503] validation_0-mae:4055.26465 validation_1-mae:5975.16357 [1504] validation_0-mae:4054.22412 validation_1-mae:5975.02588 [1505] validation_0-mae:4053.56934 validation_1-mae:5975.14990 [1506] validation_0-mae:4053.12085 validation_1-mae:5975.10254 [1507] validation_0-mae:4052.59351 validation_1-mae:5975.07764 [1508] validation_0-mae:4051.88159 validation_1-mae:5975.38574 [1509] validation_0-mae:4050.90967 validation_1-mae:5975.27734 [1510] validation_0-mae:4050.45264 validation_1-mae:5975.18848 [1511] validation_0-mae:4050.12305 validation_1-mae:5975.55420 [1512] validation_0-mae:4048.96069 validation_1-mae:5975.20752 [1513] validation_0-mae:4048.12549 validation_1-mae:5975.71777 [1514] validation_0-mae:4047.20923 validation_1-mae:5975.29980 [1515] validation_0-mae:4046.23438 validation_1-mae:5975.71143 [1516] validation_0-mae:4045.75366 validation_1-mae:5975.66064 [1517] validation_0-mae:4044.75122 validation_1-mae:5975.56445 [1518] validation_0-mae:4043.89356 validation_1-mae:5975.27490 [1519] validation_0-mae:4043.42920 validation_1-mae:5975.12158 [1520] validation_0-mae:4042.72876 validation_1-mae:5975.33203 [1521] validation_0-mae:4041.86206 validation_1-mae:5975.07031 [1522] validation_0-mae:4041.12183 validation_1-mae:5974.91357 [1523] validation_0-mae:4040.32764 validation_1-mae:5975.06494 [1524] validation_0-mae:4039.11475 validation_1-mae:5975.50830 [1525] validation_0-mae:4038.08423 validation_1-mae:5975.57080 [1526] validation_0-mae:4037.57642 validation_1-mae:5975.38818 [1527] validation_0-mae:4036.98462 validation_1-mae:5975.06494 [1528] validation_0-mae:4036.50269 validation_1-mae:5975.10938 [1529] validation_0-mae:4035.93628 validation_1-mae:5975.22705 [1530] validation_0-mae:4035.02246 validation_1-mae:5975.66602 [1531] validation_0-mae:4033.92993 validation_1-mae:5975.42676 [1532] validation_0-mae:4033.48535 validation_1-mae:5975.71143 [1533] validation_0-mae:4032.86914 validation_1-mae:5976.31201 [1534] validation_0-mae:4032.31055 validation_1-mae:5976.53467 [1535] validation_0-mae:4031.47852 validation_1-mae:5976.58301 [1536] validation_0-mae:4031.02539 validation_1-mae:5976.62793 [1537] validation_0-mae:4030.19897 validation_1-mae:5977.10156 [1538] validation_0-mae:4029.59009 validation_1-mae:5977.19141 [1539] validation_0-mae:4028.50171 validation_1-mae:5976.72559 [1540] validation_0-mae:4027.53564 validation_1-mae:5976.85645 [1541] validation_0-mae:4027.01245 validation_1-mae:5976.83447 [1542] validation_0-mae:4026.23315 validation_1-mae:5977.02686 [1543] validation_0-mae:4025.45776 validation_1-mae:5977.45068 [1544] validation_0-mae:4024.34302 validation_1-mae:5977.37061 [1545] validation_0-mae:4023.80737 validation_1-mae:5977.24170 [1546] validation_0-mae:4022.97925 validation_1-mae:5977.07422 [1547] validation_0-mae:4022.37524 validation_1-mae:5977.04932 [1548] validation_0-mae:4021.61523 validation_1-mae:5976.87500 [1549] validation_0-mae:4021.08740 validation_1-mae:5977.10693 [1550] validation_0-mae:4020.40649 validation_1-mae:5977.07227 [1551] validation_0-mae:4019.92725 validation_1-mae:5977.11133 [1552] validation_0-mae:4019.20361 validation_1-mae:5977.02344 [1553] validation_0-mae:4018.35400 validation_1-mae:5977.40527 [1554] validation_0-mae:4018.03638 validation_1-mae:5977.72168 [1555] validation_0-mae:4017.54199 validation_1-mae:5977.76855 [1556] validation_0-mae:4016.80176 validation_1-mae:5978.25488 [1557] validation_0-mae:4016.16577 validation_1-mae:5978.36230 [1558] validation_0-mae:4015.29028 validation_1-mae:5978.13818 [1559] validation_0-mae:4013.98755 validation_1-mae:5978.18799 [1560] validation_0-mae:4013.45752 validation_1-mae:5978.24951 [1561] validation_0-mae:4012.53003 validation_1-mae:5978.08496 [1562] validation_0-mae:4011.96826 validation_1-mae:5978.41357 [1563] validation_0-mae:4011.76611 validation_1-mae:5978.35742 [1564] validation_0-mae:4010.70972 validation_1-mae:5978.59766 [1565] validation_0-mae:4009.97095 validation_1-mae:5978.46680 [1566] validation_0-mae:4008.87842 validation_1-mae:5978.14941 [1567] validation_0-mae:4007.07642 validation_1-mae:5977.52490 [1568] validation_0-mae:4006.29981 validation_1-mae:5977.48779 [1569] validation_0-mae:4005.05640 validation_1-mae:5977.21338 [1570] validation_0-mae:4003.92334 validation_1-mae:5976.27832 [1571] validation_0-mae:4003.36719 validation_1-mae:5975.95459 [1572] validation_0-mae:4002.18994 validation_1-mae:5976.29883 [1573] validation_0-mae:4000.99609 validation_1-mae:5976.70068 [1574] validation_0-mae:3999.78101 validation_1-mae:5976.92920 [1575] validation_0-mae:3999.24219 validation_1-mae:5976.66357 [1576] validation_0-mae:3998.68970 validation_1-mae:5976.48926 [1577] validation_0-mae:3998.19678 validation_1-mae:5976.51367 [1578] validation_0-mae:3997.24976 validation_1-mae:5976.67871 [1579] validation_0-mae:3996.92993 validation_1-mae:5976.67285 [1580] validation_0-mae:3996.39722 validation_1-mae:5976.40430 [1581] validation_0-mae:3995.53906 validation_1-mae:5976.67627 [1582] validation_0-mae:3993.90625 validation_1-mae:5977.43652 [1583] validation_0-mae:3993.30908 validation_1-mae:5977.33398 [1584] validation_0-mae:3992.47266 validation_1-mae:5977.40478 [1585] validation_0-mae:3991.77222 validation_1-mae:5977.61230 [1586] validation_0-mae:3991.44702 validation_1-mae:5977.52881 [1587] validation_0-mae:3990.70874 validation_1-mae:5977.15967 [1588] validation_0-mae:3990.13696 validation_1-mae:5976.89160 [1589] validation_0-mae:3989.54810 validation_1-mae:5976.97949 [1590] validation_0-mae:3988.81519 validation_1-mae:5976.88965 [1591] validation_0-mae:3988.12451 validation_1-mae:5977.17676 [1592] validation_0-mae:3987.55957 validation_1-mae:5977.31689 [1593] validation_0-mae:3986.84692 validation_1-mae:5976.97803 [1594] validation_0-mae:3986.34644 validation_1-mae:5977.27881 [1595] validation_0-mae:3985.60303 validation_1-mae:5977.30469 [1596] validation_0-mae:3985.08252 validation_1-mae:5977.29492 [1597] validation_0-mae:3984.27515 validation_1-mae:5977.08008 [1598] validation_0-mae:3983.80566 validation_1-mae:5977.06006 [1599] validation_0-mae:3983.13867 validation_1-mae:5977.23877 [1600] validation_0-mae:3982.43042 validation_1-mae:5977.00830 [1601] validation_0-mae:3981.78174 validation_1-mae:5977.03613 [1602] validation_0-mae:3980.90698 validation_1-mae:5976.77881 [1603] validation_0-mae:3980.86401 validation_1-mae:5976.76611 [1604] validation_0-mae:3980.53369 validation_1-mae:5976.79053 [1605] validation_0-mae:3979.88477 validation_1-mae:5976.57910 [1606] validation_0-mae:3979.21143 validation_1-mae:5976.54297 [1607] validation_0-mae:3978.71387 validation_1-mae:5976.90234 [1608] validation_0-mae:3978.54053 validation_1-mae:5976.85254 [1609] validation_0-mae:3978.01392 validation_1-mae:5976.88379 [1610] validation_0-mae:3977.87134 validation_1-mae:5976.91553 [1611] validation_0-mae:3977.59619 validation_1-mae:5976.97607 [1612] validation_0-mae:3976.95386 validation_1-mae:5977.31348 [1613] validation_0-mae:3976.42847 validation_1-mae:5977.49316 [1614] validation_0-mae:3975.75073 validation_1-mae:5977.48486 [1615] validation_0-mae:3975.70581 validation_1-mae:5977.51172 [1616] validation_0-mae:3975.11450 validation_1-mae:5977.62061 [1617] validation_0-mae:3974.58838 validation_1-mae:5977.68457 [1618] validation_0-mae:3974.35596 validation_1-mae:5977.57031 [1619] validation_0-mae:3973.85425 validation_1-mae:5977.66309 [1620] validation_0-mae:3973.07324 validation_1-mae:5977.44922 [1621] validation_0-mae:3971.28345 validation_1-mae:5977.71973 [1622] validation_0-mae:3969.88281 validation_1-mae:5977.85645 [1623] validation_0-mae:3968.37036 validation_1-mae:5977.63379 [1624] validation_0-mae:3966.87085 validation_1-mae:5977.09033 [1625] validation_0-mae:3966.33301 validation_1-mae:5976.96240 [1626] validation_0-mae:3965.77808 validation_1-mae:5977.29541 [1627] validation_0-mae:3965.15405 validation_1-mae:5977.29102 [1628] validation_0-mae:3964.46436 validation_1-mae:5977.32861 [1629] validation_0-mae:3963.56323 validation_1-mae:5977.20410 [1630] validation_0-mae:3962.51465 validation_1-mae:5977.11523 [1631] validation_0-mae:3961.86011 validation_1-mae:5977.22266 [1632] validation_0-mae:3960.02710 validation_1-mae:5977.14355 [1633] validation_0-mae:3959.12842 validation_1-mae:5977.50537 [1634] validation_0-mae:3957.91602 validation_1-mae:5977.72363 [1635] validation_0-mae:3956.14746 validation_1-mae:5977.13281 [1636] validation_0-mae:3954.37085 validation_1-mae:5977.15039 [1637] validation_0-mae:3953.29932 validation_1-mae:5977.42432 [1638] validation_0-mae:3952.59912 validation_1-mae:5977.50049 [1639] validation_0-mae:3951.90210 validation_1-mae:5977.00586 [1640] validation_0-mae:3950.76001 validation_1-mae:5977.47998 [1641] validation_0-mae:3950.42188 validation_1-mae:5977.62842 [1642] validation_0-mae:3949.80591 validation_1-mae:5977.53662 [1643] validation_0-mae:3949.34570 validation_1-mae:5977.42871 [1644] validation_0-mae:3948.14893 validation_1-mae:5977.36816 [1645] validation_0-mae:3947.47046 validation_1-mae:5977.51904 [1646] validation_0-mae:3946.97681 validation_1-mae:5977.64062 [1647] validation_0-mae:3945.48877 validation_1-mae:5977.15967 [1648] validation_0-mae:3944.78687 validation_1-mae:5977.46484 [1649] validation_0-mae:3944.23242 validation_1-mae:5977.63525 [1650] validation_0-mae:3943.27393 validation_1-mae:5977.27588 [1651] validation_0-mae:3942.57422 validation_1-mae:5977.54688 [1652] validation_0-mae:3942.07837 validation_1-mae:5977.71338 [1653] validation_0-mae:3940.77075 validation_1-mae:5977.98584 [1654] validation_0-mae:3940.07471 validation_1-mae:5978.25439 [1655] validation_0-mae:3939.36670 validation_1-mae:5978.27295 [1656] validation_0-mae:3938.84839 validation_1-mae:5978.22363 [1657] validation_0-mae:3937.98828 validation_1-mae:5978.54443 [1658] validation_0-mae:3937.40332 validation_1-mae:5978.87353 [1659] validation_0-mae:3936.85327 validation_1-mae:5978.63965 [1660] validation_0-mae:3936.33838 validation_1-mae:5978.71484 [1661] validation_0-mae:3936.01099 validation_1-mae:5978.70801 [1662] validation_0-mae:3935.42578 validation_1-mae:5978.73828 [1663] validation_0-mae:3934.47168 validation_1-mae:5978.64258 [1664] validation_0-mae:3933.88599 validation_1-mae:5978.67188 [1665] validation_0-mae:3933.47656 validation_1-mae:5978.78906 [1666] validation_0-mae:3932.98267 validation_1-mae:5978.92725 [1667] validation_0-mae:3932.29810 validation_1-mae:5979.01709 [1668] validation_0-mae:3931.57959 validation_1-mae:5978.73291 [1669] validation_0-mae:3930.89404 validation_1-mae:5978.65186 [1670] validation_0-mae:3929.81812 validation_1-mae:5979.04883 [1671] validation_0-mae:3929.31104 validation_1-mae:5979.05615 [1672] validation_0-mae:3929.02881 validation_1-mae:5978.88867 [1673] validation_0-mae:3928.66748 validation_1-mae:5978.77734 [1674] validation_0-mae:3928.23633 validation_1-mae:5978.64648 [1675] validation_0-mae:3927.18799 validation_1-mae:5978.91748 [1676] validation_0-mae:3926.62476 validation_1-mae:5978.86670 [1677] validation_0-mae:3925.90674 validation_1-mae:5978.88379 [1678] validation_0-mae:3925.46143 validation_1-mae:5978.99805 [1679] validation_0-mae:3925.06567 validation_1-mae:5978.95361 [1680] validation_0-mae:3924.55640 validation_1-mae:5978.78076 [1681] validation_0-mae:3923.82397 validation_1-mae:5978.87402 [1682] validation_0-mae:3923.23950 validation_1-mae:5978.64062 [1683] validation_0-mae:3922.54248 validation_1-mae:5978.70947 [1684] validation_0-mae:3921.34399 validation_1-mae:5978.95850 [1685] validation_0-mae:3920.93945 validation_1-mae:5978.61816 [1686] validation_0-mae:3920.38062 validation_1-mae:5978.86035 [1687] validation_0-mae:3919.91064 validation_1-mae:5978.96191 [1688] validation_0-mae:3919.28980 validation_1-mae:5978.78564 [1689] validation_0-mae:3918.83228 validation_1-mae:5978.58447 [1690] validation_0-mae:3918.63965 validation_1-mae:5978.69971 [1691] validation_0-mae:3918.23779 validation_1-mae:5979.00244 [1692] validation_0-mae:3917.20776 validation_1-mae:5979.07080 [1693] validation_0-mae:3916.28955 validation_1-mae:5979.13184 [1694] validation_0-mae:3915.50024 validation_1-mae:5979.37207 [1695] validation_0-mae:3915.11157 validation_1-mae:5979.14307 [1696] validation_0-mae:3914.58228 validation_1-mae:5978.95312 [1697] validation_0-mae:3913.90820 validation_1-mae:5979.11475 [1698] validation_0-mae:3913.45776 validation_1-mae:5979.06885 [1699] validation_0-mae:3912.56274 validation_1-mae:5978.83301 Dropping: seat [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.97461 validation_1-mae:9623.92090 [14] validation_0-mae:9418.90527 validation_1-mae:9233.26269 [15] validation_0-mae:9084.41894 validation_1-mae:8905.83496 [16] validation_0-mae:8802.76660 validation_1-mae:8634.42578 [17] validation_0-mae:8567.56836 validation_1-mae:8409.99414 [18] validation_0-mae:8374.73828 validation_1-mae:8221.81543 [19] validation_0-mae:8211.97070 validation_1-mae:8068.87695 [20] validation_0-mae:8069.25439 validation_1-mae:7937.74072 [21] validation_0-mae:7944.89600 validation_1-mae:7829.82129 [22] validation_0-mae:7846.75684 validation_1-mae:7743.39404 [23] validation_0-mae:7760.49268 validation_1-mae:7674.26562 [24] validation_0-mae:7676.77881 validation_1-mae:7595.91895 [25] validation_0-mae:7604.22461 validation_1-mae:7532.59863 [26] validation_0-mae:7548.76855 validation_1-mae:7485.81397 [27] validation_0-mae:7488.48926 validation_1-mae:7431.78418 [28] validation_0-mae:7439.25342 validation_1-mae:7390.69385 [29] validation_0-mae:7397.08154 validation_1-mae:7356.52148 [30] validation_0-mae:7361.37988 validation_1-mae:7326.05664 [31] validation_0-mae:7320.82324 validation_1-mae:7289.51660 [32] validation_0-mae:7292.41406 validation_1-mae:7272.04932 [33] validation_0-mae:7264.21240 validation_1-mae:7251.00781 [34] validation_0-mae:7233.89893 validation_1-mae:7231.04834 [35] validation_0-mae:7202.42920 validation_1-mae:7206.40527 [36] validation_0-mae:7185.20361 validation_1-mae:7192.99023 [37] validation_0-mae:7167.49853 validation_1-mae:7182.97510 [38] validation_0-mae:7142.06152 validation_1-mae:7161.47607 [39] validation_0-mae:7120.70898 validation_1-mae:7144.33984 [40] validation_0-mae:7102.88379 validation_1-mae:7133.97168 [41] validation_0-mae:7086.71875 validation_1-mae:7121.36035 [42] validation_0-mae:7069.59863 validation_1-mae:7110.61768 [43] validation_0-mae:7049.54834 validation_1-mae:7096.81934 [44] validation_0-mae:7037.07080 validation_1-mae:7086.03223 [45] validation_0-mae:7011.81006 validation_1-mae:7065.58838 [46] validation_0-mae:6988.37256 validation_1-mae:7045.78906 [47] validation_0-mae:6972.49414 validation_1-mae:7037.72168 [48] validation_0-mae:6947.80811 validation_1-mae:7019.24512 [49] validation_0-mae:6933.62598 validation_1-mae:7009.19287 [50] validation_0-mae:6915.70459 validation_1-mae:6996.26367 [51] validation_0-mae:6900.52295 validation_1-mae:6983.99756 [52] validation_0-mae:6889.55273 validation_1-mae:6978.52539 [53] validation_0-mae:6875.63672 validation_1-mae:6968.98486 [54] validation_0-mae:6865.33887 validation_1-mae:6964.56299 [55] validation_0-mae:6847.65918 validation_1-mae:6949.02295 [56] validation_0-mae:6830.95508 validation_1-mae:6934.55908 [57] validation_0-mae:6822.23047 validation_1-mae:6930.42627 [58] validation_0-mae:6810.78613 validation_1-mae:6919.93359 [59] validation_0-mae:6795.55176 validation_1-mae:6906.58936 [60] validation_0-mae:6783.24268 validation_1-mae:6895.70166 [61] validation_0-mae:6770.07471 validation_1-mae:6887.13867 [62] validation_0-mae:6758.66016 validation_1-mae:6879.85986 [63] validation_0-mae:6750.28662 validation_1-mae:6872.39600 [64] validation_0-mae:6736.55908 validation_1-mae:6864.96973 [65] validation_0-mae:6724.63379 validation_1-mae:6855.24902 [66] validation_0-mae:6714.38867 validation_1-mae:6847.59717 [67] validation_0-mae:6697.21875 validation_1-mae:6832.29053 [68] validation_0-mae:6684.79541 validation_1-mae:6822.68213 [69] validation_0-mae:6677.14111 validation_1-mae:6816.27393 [70] validation_0-mae:6668.42969 validation_1-mae:6809.75586 [71] validation_0-mae:6655.24805 validation_1-mae:6799.51172 [72] validation_0-mae:6643.36182 validation_1-mae:6790.07764 [73] validation_0-mae:6635.54590 validation_1-mae:6783.82031 [74] validation_0-mae:6621.15918 validation_1-mae:6772.46728 [75] validation_0-mae:6613.96728 validation_1-mae:6768.77734 [76] validation_0-mae:6605.22998 validation_1-mae:6764.32373 [77] validation_0-mae:6595.77393 validation_1-mae:6756.57520 [78] validation_0-mae:6585.64648 validation_1-mae:6748.26074 [79] validation_0-mae:6575.98682 validation_1-mae:6743.09131 [80] validation_0-mae:6567.26465 validation_1-mae:6736.94336 [81] validation_0-mae:6555.80371 validation_1-mae:6729.13184 [82] validation_0-mae:6550.02246 validation_1-mae:6726.57959 [83] validation_0-mae:6539.61426 validation_1-mae:6718.24170 [84] validation_0-mae:6529.26709 validation_1-mae:6708.85645 [85] validation_0-mae:6518.99121 validation_1-mae:6702.20557 [86] validation_0-mae:6511.02002 validation_1-mae:6697.92090 [87] validation_0-mae:6506.43018 validation_1-mae:6695.06885 [88] validation_0-mae:6496.45996 validation_1-mae:6688.99561 [89] validation_0-mae:6489.98047 validation_1-mae:6684.46143 [90] validation_0-mae:6485.85938 validation_1-mae:6680.65772 [91] validation_0-mae:6474.38037 validation_1-mae:6671.34375 [92] validation_0-mae:6465.73877 validation_1-mae:6666.96533 [93] validation_0-mae:6461.64941 validation_1-mae:6664.78027 [94] validation_0-mae:6454.59228 validation_1-mae:6659.99365 [95] validation_0-mae:6444.29736 validation_1-mae:6651.48389 [96] validation_0-mae:6433.25049 validation_1-mae:6643.12061 [97] validation_0-mae:6422.86914 validation_1-mae:6637.73438 [98] validation_0-mae:6418.43555 validation_1-mae:6635.24121 [99] validation_0-mae:6412.31103 validation_1-mae:6630.49756 [100] validation_0-mae:6405.91699 validation_1-mae:6627.60254 [101] validation_0-mae:6395.82764 validation_1-mae:6620.52002 [102] validation_0-mae:6394.11621 validation_1-mae:6618.80371 [103] validation_0-mae:6388.54297 validation_1-mae:6616.53809 [104] validation_0-mae:6382.18311 validation_1-mae:6612.89111 [105] validation_0-mae:6375.38623 validation_1-mae:6608.85059 [106] validation_0-mae:6369.09033 validation_1-mae:6604.92041 [107] validation_0-mae:6367.33594 validation_1-mae:6603.55811 [108] validation_0-mae:6361.94141 validation_1-mae:6599.24316 [109] validation_0-mae:6355.33154 validation_1-mae:6595.04932 [110] validation_0-mae:6347.68066 validation_1-mae:6588.95947 [111] validation_0-mae:6340.60352 validation_1-mae:6582.13428 [112] validation_0-mae:6333.18994 validation_1-mae:6577.25000 [113] validation_0-mae:6329.20605 validation_1-mae:6574.77490 [114] validation_0-mae:6324.17920 validation_1-mae:6572.22754 [115] validation_0-mae:6320.04590 validation_1-mae:6568.84180 [116] validation_0-mae:6313.00244 validation_1-mae:6564.50830 [117] validation_0-mae:6305.18945 validation_1-mae:6560.89014 [118] validation_0-mae:6301.41504 validation_1-mae:6559.16602 [119] validation_0-mae:6295.75391 validation_1-mae:6557.05127 [120] validation_0-mae:6293.81787 validation_1-mae:6556.73096 [121] validation_0-mae:6287.77783 validation_1-mae:6553.11475 [122] validation_0-mae:6282.57666 validation_1-mae:6550.16797 [123] validation_0-mae:6277.12158 validation_1-mae:6546.61914 [124] validation_0-mae:6271.29150 validation_1-mae:6542.34717 [125] validation_0-mae:6266.40430 validation_1-mae:6541.15918 [126] validation_0-mae:6262.64844 validation_1-mae:6539.35205 [127] validation_0-mae:6259.46533 validation_1-mae:6536.53076 [128] validation_0-mae:6254.23047 validation_1-mae:6530.98340 [129] validation_0-mae:6248.29248 validation_1-mae:6528.97705 [130] validation_0-mae:6245.09326 validation_1-mae:6526.98926 [131] validation_0-mae:6236.65039 validation_1-mae:6519.87256 [132] validation_0-mae:6231.42725 validation_1-mae:6519.77100 [133] validation_0-mae:6224.96338 validation_1-mae:6516.87744 [134] validation_0-mae:6222.10107 validation_1-mae:6514.03027 [135] validation_0-mae:6213.22656 validation_1-mae:6507.86035 [136] validation_0-mae:6209.01025 validation_1-mae:6504.89648 [137] validation_0-mae:6204.74658 validation_1-mae:6503.75244 [138] validation_0-mae:6200.22705 validation_1-mae:6500.66357 [139] validation_0-mae:6198.81299 validation_1-mae:6500.30859 [140] validation_0-mae:6195.04297 validation_1-mae:6497.67432 [141] validation_0-mae:6190.86963 validation_1-mae:6495.13721 [142] validation_0-mae:6182.06445 validation_1-mae:6488.33447 [143] validation_0-mae:6177.30762 validation_1-mae:6486.55176 [144] validation_0-mae:6174.07861 validation_1-mae:6484.10986 [145] validation_0-mae:6169.07129 validation_1-mae:6481.15967 [146] validation_0-mae:6159.64355 validation_1-mae:6473.42969 [147] validation_0-mae:6155.70020 validation_1-mae:6470.77002 [148] validation_0-mae:6151.97168 validation_1-mae:6467.66162 [149] validation_0-mae:6147.79785 validation_1-mae:6466.23291 [150] validation_0-mae:6144.28711 validation_1-mae:6463.62305 [151] validation_0-mae:6140.68897 validation_1-mae:6462.57178 [152] validation_0-mae:6138.67139 validation_1-mae:6461.51074 [153] validation_0-mae:6136.79590 validation_1-mae:6459.44678 [154] validation_0-mae:6131.53272 validation_1-mae:6457.06934 [155] validation_0-mae:6126.21094 validation_1-mae:6454.43994 [156] validation_0-mae:6123.85254 validation_1-mae:6453.18750 [157] validation_0-mae:6119.34228 validation_1-mae:6449.78223 [158] validation_0-mae:6115.88525 validation_1-mae:6447.60693 [159] validation_0-mae:6110.95312 validation_1-mae:6444.61279 [160] validation_0-mae:6108.10645 validation_1-mae:6444.58350 [161] validation_0-mae:6104.04150 validation_1-mae:6441.62305 [162] validation_0-mae:6102.83545 validation_1-mae:6441.15234 [163] validation_0-mae:6098.35742 validation_1-mae:6439.09863 [164] validation_0-mae:6094.86426 validation_1-mae:6437.14941 [165] validation_0-mae:6090.41992 validation_1-mae:6434.45947 [166] validation_0-mae:6085.80615 validation_1-mae:6432.06299 [167] validation_0-mae:6078.34717 validation_1-mae:6426.85449 [168] validation_0-mae:6076.16504 validation_1-mae:6424.90869 [169] validation_0-mae:6073.63135 validation_1-mae:6425.07471 [170] validation_0-mae:6068.71680 validation_1-mae:6420.80469 [171] validation_0-mae:6065.43262 validation_1-mae:6419.35742 [172] validation_0-mae:6059.50391 validation_1-mae:6416.79297 [173] validation_0-mae:6054.52881 validation_1-mae:6415.69580 [174] validation_0-mae:6046.88672 validation_1-mae:6408.29932 [175] validation_0-mae:6043.21582 validation_1-mae:6406.51855 [176] validation_0-mae:6040.31445 validation_1-mae:6405.83447 [177] validation_0-mae:6032.23926 validation_1-mae:6401.08691 [178] validation_0-mae:6029.70264 validation_1-mae:6399.67773 [179] validation_0-mae:6028.27002 validation_1-mae:6398.26807 [180] validation_0-mae:6025.69727 validation_1-mae:6398.03906 [181] validation_0-mae:6021.60938 validation_1-mae:6396.69287 [182] validation_0-mae:6019.54443 validation_1-mae:6395.29541 [183] validation_0-mae:6017.69287 validation_1-mae:6394.62109 [184] validation_0-mae:6013.56055 validation_1-mae:6393.33936 [185] validation_0-mae:6011.65381 validation_1-mae:6392.17773 [186] validation_0-mae:6005.82275 validation_1-mae:6389.10449 [187] validation_0-mae:6000.78955 validation_1-mae:6386.93018 [188] validation_0-mae:5996.33301 validation_1-mae:6384.47559 [189] validation_0-mae:5992.91748 validation_1-mae:6382.00439 [190] validation_0-mae:5987.53711 validation_1-mae:6380.78174 [191] validation_0-mae:5982.95654 validation_1-mae:6378.14990 [192] validation_0-mae:5979.66943 validation_1-mae:6377.32520 [193] validation_0-mae:5975.65137 validation_1-mae:6374.38574 [194] validation_0-mae:5972.00928 validation_1-mae:6373.15088 [195] validation_0-mae:5969.44092 validation_1-mae:6371.79492 [196] validation_0-mae:5967.47559 validation_1-mae:6371.19922 [197] validation_0-mae:5964.39160 validation_1-mae:6371.31543 [198] validation_0-mae:5961.69531 validation_1-mae:6370.29932 [199] validation_0-mae:5953.08838 validation_1-mae:6364.21289 [200] validation_0-mae:5949.75830 validation_1-mae:6363.69043 [201] validation_0-mae:5946.29932 validation_1-mae:6362.00635 [202] validation_0-mae:5943.01465 validation_1-mae:6360.70605 [203] validation_0-mae:5940.16846 validation_1-mae:6359.53125 [204] validation_0-mae:5938.84375 validation_1-mae:6359.04688 [205] validation_0-mae:5934.42627 validation_1-mae:6358.35205 [206] validation_0-mae:5930.51221 validation_1-mae:6357.75537 [207] validation_0-mae:5929.00439 validation_1-mae:6357.67969 [208] validation_0-mae:5926.84180 validation_1-mae:6356.07812 [209] validation_0-mae:5925.45410 validation_1-mae:6355.47559 [210] validation_0-mae:5922.59619 validation_1-mae:6354.03906 [211] validation_0-mae:5917.89600 validation_1-mae:6352.42090 [212] validation_0-mae:5915.65772 validation_1-mae:6352.33057 [213] validation_0-mae:5912.35156 validation_1-mae:6351.87451 [214] validation_0-mae:5910.11670 validation_1-mae:6351.90088 [215] validation_0-mae:5908.61572 validation_1-mae:6351.76709 [216] validation_0-mae:5900.81738 validation_1-mae:6345.78125 [217] validation_0-mae:5895.96777 validation_1-mae:6341.33447 [218] validation_0-mae:5892.67969 validation_1-mae:6339.98926 [219] validation_0-mae:5890.85449 validation_1-mae:6338.86816 [220] validation_0-mae:5889.61670 validation_1-mae:6338.43555 [221] validation_0-mae:5885.07910 validation_1-mae:6337.54785 [222] validation_0-mae:5881.60352 validation_1-mae:6336.74512 [223] validation_0-mae:5880.18603 validation_1-mae:6336.34961 [224] validation_0-mae:5876.78662 validation_1-mae:6336.04053 [225] validation_0-mae:5872.19482 validation_1-mae:6334.44971 [226] validation_0-mae:5865.56250 validation_1-mae:6330.79102 [227] validation_0-mae:5862.61377 validation_1-mae:6330.38965 [228] validation_0-mae:5859.01367 validation_1-mae:6328.06689 [229] validation_0-mae:5858.07422 validation_1-mae:6328.26562 [230] validation_0-mae:5856.19434 validation_1-mae:6327.77734 [231] validation_0-mae:5852.33398 validation_1-mae:6326.84961 [232] validation_0-mae:5849.42139 validation_1-mae:6326.03760 [233] validation_0-mae:5847.26953 validation_1-mae:6326.20264 [234] validation_0-mae:5844.00684 validation_1-mae:6324.06787 [235] validation_0-mae:5841.68603 validation_1-mae:6323.58350 [236] validation_0-mae:5839.30859 validation_1-mae:6322.26562 [237] validation_0-mae:5836.53467 validation_1-mae:6321.50537 [238] validation_0-mae:5832.00830 validation_1-mae:6319.46387 [239] validation_0-mae:5828.77295 validation_1-mae:6317.28906 [240] validation_0-mae:5825.15137 validation_1-mae:6314.68701 [241] validation_0-mae:5818.92871 validation_1-mae:6310.94092 [242] validation_0-mae:5818.34522 validation_1-mae:6310.61719 [243] validation_0-mae:5814.73047 validation_1-mae:6310.02148 [244] validation_0-mae:5813.30273 validation_1-mae:6309.60986 [245] validation_0-mae:5811.80811 validation_1-mae:6310.32520 [246] validation_0-mae:5809.53223 validation_1-mae:6309.25732 [247] validation_0-mae:5806.51611 validation_1-mae:6308.11426 [248] validation_0-mae:5802.22949 validation_1-mae:6304.96094 [249] validation_0-mae:5799.20410 validation_1-mae:6303.39111 [250] validation_0-mae:5796.97363 validation_1-mae:6302.94629 [251] validation_0-mae:5793.94873 validation_1-mae:6301.93994 [252] validation_0-mae:5791.06397 validation_1-mae:6302.29590 [253] validation_0-mae:5787.81641 validation_1-mae:6301.35156 [254] validation_0-mae:5784.81934 validation_1-mae:6299.22803 [255] validation_0-mae:5782.30127 validation_1-mae:6298.54346 [256] validation_0-mae:5777.98486 validation_1-mae:6295.58594 [257] validation_0-mae:5777.27930 validation_1-mae:6296.03320 [258] validation_0-mae:5773.95850 validation_1-mae:6295.53418 [259] validation_0-mae:5771.92529 validation_1-mae:6294.91553 [260] validation_0-mae:5769.28125 validation_1-mae:6292.79590 [261] validation_0-mae:5766.17285 validation_1-mae:6292.11133 [262] validation_0-mae:5764.28125 validation_1-mae:6291.31445 [263] validation_0-mae:5762.74463 validation_1-mae:6290.41406 [264] validation_0-mae:5761.82471 validation_1-mae:6290.06982 [265] validation_0-mae:5758.45410 validation_1-mae:6287.91309 [266] validation_0-mae:5756.44678 validation_1-mae:6285.54590 [267] validation_0-mae:5755.13867 validation_1-mae:6284.72461 [268] validation_0-mae:5754.13965 validation_1-mae:6284.89307 [269] validation_0-mae:5751.79834 validation_1-mae:6284.70654 [270] validation_0-mae:5748.85010 validation_1-mae:6283.75439 [271] validation_0-mae:5747.16260 validation_1-mae:6284.34424 [272] validation_0-mae:5744.05078 validation_1-mae:6282.39014 [273] validation_0-mae:5740.48340 validation_1-mae:6279.23047 [274] validation_0-mae:5733.74561 validation_1-mae:6275.17773 [275] validation_0-mae:5730.76318 validation_1-mae:6274.06055 [276] validation_0-mae:5728.89795 validation_1-mae:6274.03125 [277] validation_0-mae:5727.60693 validation_1-mae:6273.98096 [278] validation_0-mae:5725.30127 validation_1-mae:6273.25488 [279] validation_0-mae:5717.38428 validation_1-mae:6268.53760 [280] validation_0-mae:5714.11865 validation_1-mae:6266.98779 [281] validation_0-mae:5711.92676 validation_1-mae:6266.53809 [282] validation_0-mae:5711.20801 validation_1-mae:6266.16943 [283] validation_0-mae:5708.88525 validation_1-mae:6264.62012 [284] validation_0-mae:5704.99512 validation_1-mae:6262.74170 [285] validation_0-mae:5701.54541 validation_1-mae:6261.35742 [286] validation_0-mae:5700.48877 validation_1-mae:6261.45605 [287] validation_0-mae:5697.87402 validation_1-mae:6262.05811 [288] validation_0-mae:5696.05127 validation_1-mae:6261.79102 [289] validation_0-mae:5693.11133 validation_1-mae:6259.71533 [290] validation_0-mae:5686.08545 validation_1-mae:6253.78272 [291] validation_0-mae:5684.80078 validation_1-mae:6253.57471 [292] validation_0-mae:5682.52246 validation_1-mae:6251.85449 [293] validation_0-mae:5681.51855 validation_1-mae:6251.32812 [294] validation_0-mae:5680.42383 validation_1-mae:6251.44141 [295] validation_0-mae:5679.20996 validation_1-mae:6251.27734 [296] validation_0-mae:5676.10205 validation_1-mae:6249.22656 [297] validation_0-mae:5673.77588 validation_1-mae:6249.03516 [298] validation_0-mae:5673.50049 validation_1-mae:6249.21826 [299] validation_0-mae:5672.22852 validation_1-mae:6248.28027 [300] validation_0-mae:5669.38330 validation_1-mae:6248.19727 [301] validation_0-mae:5662.65967 validation_1-mae:6245.64648 [302] validation_0-mae:5659.53857 validation_1-mae:6245.01611 [303] validation_0-mae:5654.44141 validation_1-mae:6242.01318 [304] validation_0-mae:5651.47022 validation_1-mae:6241.52832 [305] validation_0-mae:5647.97070 validation_1-mae:6240.98291 [306] validation_0-mae:5645.88721 validation_1-mae:6239.92725 [307] validation_0-mae:5644.76074 validation_1-mae:6239.72217 [308] validation_0-mae:5642.54248 validation_1-mae:6239.59522 [309] validation_0-mae:5639.90088 validation_1-mae:6238.55322 [310] validation_0-mae:5639.47998 validation_1-mae:6238.95605 [311] validation_0-mae:5637.23389 validation_1-mae:6238.10742 [312] validation_0-mae:5634.89697 validation_1-mae:6236.80762 [313] validation_0-mae:5633.40381 validation_1-mae:6236.80225 [314] validation_0-mae:5630.12549 validation_1-mae:6234.21680 [315] validation_0-mae:5627.51270 validation_1-mae:6231.88916 [316] validation_0-mae:5622.82471 validation_1-mae:6229.08203 [317] validation_0-mae:5620.29297 validation_1-mae:6228.77637 [318] validation_0-mae:5615.39551 validation_1-mae:6226.11768 [319] validation_0-mae:5612.36621 validation_1-mae:6226.26123 [320] validation_0-mae:5610.46289 validation_1-mae:6225.66943 [321] validation_0-mae:5607.60498 validation_1-mae:6225.49853 [322] validation_0-mae:5605.33057 validation_1-mae:6225.68359 [323] validation_0-mae:5602.89893 validation_1-mae:6223.46728 [324] validation_0-mae:5599.88574 validation_1-mae:6222.60693 [325] validation_0-mae:5597.78125 validation_1-mae:6221.77197 [326] validation_0-mae:5595.83496 validation_1-mae:6221.70020 [327] validation_0-mae:5593.47754 validation_1-mae:6220.19434 [328] validation_0-mae:5589.63037 validation_1-mae:6217.05127 [329] validation_0-mae:5588.46094 validation_1-mae:6216.91797 [330] validation_0-mae:5586.70654 validation_1-mae:6216.82910 [331] validation_0-mae:5585.17480 validation_1-mae:6216.19922 [332] validation_0-mae:5583.18603 validation_1-mae:6215.11328 [333] validation_0-mae:5578.89453 validation_1-mae:6212.99268 [334] validation_0-mae:5578.72510 validation_1-mae:6213.15674 [335] validation_0-mae:5577.17627 validation_1-mae:6213.07373 [336] validation_0-mae:5575.31689 validation_1-mae:6212.40576 [337] validation_0-mae:5574.09082 validation_1-mae:6211.77002 [338] validation_0-mae:5571.45605 validation_1-mae:6210.62207 [339] validation_0-mae:5569.18262 validation_1-mae:6209.89746 [340] validation_0-mae:5568.46289 validation_1-mae:6209.95898 [341] validation_0-mae:5566.70703 validation_1-mae:6209.24658 [342] validation_0-mae:5563.17578 validation_1-mae:6207.00879 [343] validation_0-mae:5559.57617 validation_1-mae:6204.21094 [344] validation_0-mae:5558.08447 validation_1-mae:6204.11963 [345] validation_0-mae:5555.23242 validation_1-mae:6202.30518 [346] validation_0-mae:5553.93555 validation_1-mae:6202.36426 [347] validation_0-mae:5553.82324 validation_1-mae:6202.44336 [348] validation_0-mae:5551.31152 validation_1-mae:6201.58008 [349] validation_0-mae:5546.53174 validation_1-mae:6200.40674 [350] validation_0-mae:5544.21631 validation_1-mae:6199.35791 [351] validation_0-mae:5540.36426 validation_1-mae:6197.48047 [352] validation_0-mae:5537.35010 validation_1-mae:6195.90967 [353] validation_0-mae:5534.89355 validation_1-mae:6195.46875 [354] validation_0-mae:5533.42822 validation_1-mae:6194.85107 [355] validation_0-mae:5530.16064 validation_1-mae:6194.28125 [356] validation_0-mae:5525.93799 validation_1-mae:6192.56641 [357] validation_0-mae:5523.10254 validation_1-mae:6191.23682 [358] validation_0-mae:5521.24658 validation_1-mae:6190.95996 [359] validation_0-mae:5519.91602 validation_1-mae:6190.86328 [360] validation_0-mae:5518.79053 validation_1-mae:6190.50537 [361] validation_0-mae:5518.00781 validation_1-mae:6190.73926 [362] validation_0-mae:5516.83887 validation_1-mae:6191.03564 [363] validation_0-mae:5515.27490 validation_1-mae:6190.75000 [364] validation_0-mae:5514.77930 validation_1-mae:6190.54199 [365] validation_0-mae:5512.24463 validation_1-mae:6189.15039 [366] validation_0-mae:5510.30127 validation_1-mae:6189.09424 [367] validation_0-mae:5507.42871 validation_1-mae:6188.96875 [368] validation_0-mae:5506.34717 validation_1-mae:6189.71826 [369] validation_0-mae:5502.94873 validation_1-mae:6188.10010 [370] validation_0-mae:5499.86768 validation_1-mae:6186.55566 [371] validation_0-mae:5497.46924 validation_1-mae:6185.45703 [372] validation_0-mae:5494.51514 validation_1-mae:6184.33057 [373] validation_0-mae:5492.21436 validation_1-mae:6183.31103 [374] validation_0-mae:5491.02783 validation_1-mae:6183.41846 [375] validation_0-mae:5489.36768 validation_1-mae:6182.89014 [376] validation_0-mae:5485.77148 validation_1-mae:6181.85840 [377] validation_0-mae:5483.09619 validation_1-mae:6180.58447 [378] validation_0-mae:5481.70068 validation_1-mae:6179.65088 [379] validation_0-mae:5479.78418 validation_1-mae:6178.82861 [380] validation_0-mae:5477.85840 validation_1-mae:6178.08545 [381] validation_0-mae:5475.69238 validation_1-mae:6177.75244 [382] validation_0-mae:5474.63086 validation_1-mae:6177.51221 [383] validation_0-mae:5472.91992 validation_1-mae:6176.99853 [384] validation_0-mae:5471.09766 validation_1-mae:6175.95264 [385] validation_0-mae:5469.09717 validation_1-mae:6175.99512 [386] validation_0-mae:5466.67529 validation_1-mae:6175.35303 [387] validation_0-mae:5465.56982 validation_1-mae:6175.24951 [388] validation_0-mae:5462.39160 validation_1-mae:6172.82129 [389] validation_0-mae:5458.89746 validation_1-mae:6171.97266 [390] validation_0-mae:5458.36475 validation_1-mae:6171.65234 [391] validation_0-mae:5456.74170 validation_1-mae:6171.14062 [392] validation_0-mae:5456.45215 validation_1-mae:6171.19775 [393] validation_0-mae:5455.52246 validation_1-mae:6171.19678 [394] validation_0-mae:5453.25293 validation_1-mae:6170.41455 [395] validation_0-mae:5451.41113 validation_1-mae:6169.91406 [396] validation_0-mae:5450.38867 validation_1-mae:6169.10596 [397] validation_0-mae:5447.92822 validation_1-mae:6168.77393 [398] validation_0-mae:5446.32568 validation_1-mae:6168.82471 [399] validation_0-mae:5443.71777 validation_1-mae:6168.14355 [400] validation_0-mae:5442.20996 validation_1-mae:6168.08545 [401] validation_0-mae:5441.59522 validation_1-mae:6167.79297 [402] validation_0-mae:5438.55957 validation_1-mae:6166.46045 [403] validation_0-mae:5433.63379 validation_1-mae:6162.94580 [404] validation_0-mae:5430.92334 validation_1-mae:6161.29492 [405] validation_0-mae:5427.51074 validation_1-mae:6159.05518 [406] validation_0-mae:5426.97705 validation_1-mae:6158.90869 [407] validation_0-mae:5424.52490 validation_1-mae:6157.53076 [408] validation_0-mae:5423.11279 validation_1-mae:6157.19141 [409] validation_0-mae:5421.61572 validation_1-mae:6156.44482 [410] validation_0-mae:5420.71338 validation_1-mae:6156.38721 [411] validation_0-mae:5418.84766 validation_1-mae:6156.69336 [412] validation_0-mae:5417.57422 validation_1-mae:6156.64941 [413] validation_0-mae:5414.73047 validation_1-mae:6155.08301 [414] validation_0-mae:5409.74463 validation_1-mae:6152.57666 [415] validation_0-mae:5405.80225 validation_1-mae:6149.63330 [416] validation_0-mae:5401.70068 validation_1-mae:6148.26221 [417] validation_0-mae:5399.98193 validation_1-mae:6147.27881 [418] validation_0-mae:5397.65332 validation_1-mae:6147.55469 [419] validation_0-mae:5396.96582 validation_1-mae:6147.38525 [420] validation_0-mae:5395.89209 validation_1-mae:6147.89111 [421] validation_0-mae:5395.54883 validation_1-mae:6148.07617 [422] validation_0-mae:5393.55859 validation_1-mae:6147.37256 [423] validation_0-mae:5390.38672 validation_1-mae:6146.41406 [424] validation_0-mae:5384.13672 validation_1-mae:6144.12891 [425] validation_0-mae:5379.42334 validation_1-mae:6141.48828 [426] validation_0-mae:5376.83691 validation_1-mae:6140.37891 [427] validation_0-mae:5375.08594 validation_1-mae:6140.22510 [428] validation_0-mae:5372.63281 validation_1-mae:6138.55371 [429] validation_0-mae:5370.11963 validation_1-mae:6136.96191 [430] validation_0-mae:5366.33984 validation_1-mae:6136.83789 [431] validation_0-mae:5364.49707 validation_1-mae:6136.13525 [432] validation_0-mae:5361.05176 validation_1-mae:6135.00000 [433] validation_0-mae:5358.72949 validation_1-mae:6135.43897 [434] validation_0-mae:5356.29932 validation_1-mae:6134.96533 [435] validation_0-mae:5353.64502 validation_1-mae:6133.32471 [436] validation_0-mae:5353.02100 validation_1-mae:6133.00049 [437] validation_0-mae:5352.08545 validation_1-mae:6132.89844 [438] validation_0-mae:5351.64307 validation_1-mae:6132.81055 [439] validation_0-mae:5350.38818 validation_1-mae:6132.76758 [440] validation_0-mae:5349.16064 validation_1-mae:6133.03272 [441] validation_0-mae:5347.68994 validation_1-mae:6133.32129 [442] validation_0-mae:5347.33789 validation_1-mae:6133.05078 [443] validation_0-mae:5345.66357 validation_1-mae:6132.30811 [444] validation_0-mae:5344.41943 validation_1-mae:6132.34717 [445] validation_0-mae:5340.50195 validation_1-mae:6132.49805 [446] validation_0-mae:5337.63477 validation_1-mae:6132.02148 [447] validation_0-mae:5334.31836 validation_1-mae:6131.68652 [448] validation_0-mae:5333.03174 validation_1-mae:6131.91064 [449] validation_0-mae:5331.11328 validation_1-mae:6132.15527 [450] validation_0-mae:5329.41943 validation_1-mae:6132.20068 [451] validation_0-mae:5327.19189 validation_1-mae:6131.49072 [452] validation_0-mae:5325.45654 validation_1-mae:6131.09033 [453] validation_0-mae:5320.99316 validation_1-mae:6131.77002 [454] validation_0-mae:5318.18213 validation_1-mae:6130.18213 [455] validation_0-mae:5317.39258 validation_1-mae:6129.57959 [456] validation_0-mae:5314.73193 validation_1-mae:6129.60205 [457] validation_0-mae:5312.55957 validation_1-mae:6128.20264 [458] validation_0-mae:5311.48242 validation_1-mae:6127.50439 [459] validation_0-mae:5310.25098 validation_1-mae:6126.97266 [460] validation_0-mae:5307.18164 validation_1-mae:6125.49658 [461] validation_0-mae:5305.57373 validation_1-mae:6125.80469 [462] validation_0-mae:5303.74463 validation_1-mae:6124.57959 [463] validation_0-mae:5301.97363 validation_1-mae:6124.28955 [464] validation_0-mae:5301.04492 validation_1-mae:6124.06055 [465] validation_0-mae:5299.60986 validation_1-mae:6123.21436 [466] validation_0-mae:5298.43897 validation_1-mae:6122.78564 [467] validation_0-mae:5298.13281 validation_1-mae:6122.59717 [468] validation_0-mae:5296.84570 validation_1-mae:6121.38525 [469] validation_0-mae:5295.41650 validation_1-mae:6121.43506 [470] validation_0-mae:5294.11035 validation_1-mae:6121.72314 [471] validation_0-mae:5293.29102 validation_1-mae:6121.57471 [472] validation_0-mae:5291.85645 validation_1-mae:6121.17480 [473] validation_0-mae:5290.12061 validation_1-mae:6120.10889 [474] validation_0-mae:5289.89502 validation_1-mae:6120.15869 [475] validation_0-mae:5288.25391 validation_1-mae:6120.12402 [476] validation_0-mae:5285.61182 validation_1-mae:6119.73193 [477] validation_0-mae:5284.82129 validation_1-mae:6119.41260 [478] validation_0-mae:5281.53760 validation_1-mae:6119.61523 [479] validation_0-mae:5278.69971 validation_1-mae:6117.71045 [480] validation_0-mae:5277.72363 validation_1-mae:6117.04297 [481] validation_0-mae:5276.87842 validation_1-mae:6116.61377 [482] validation_0-mae:5274.67236 validation_1-mae:6115.69434 [483] validation_0-mae:5271.93945 validation_1-mae:6114.62158 [484] validation_0-mae:5269.34863 validation_1-mae:6113.37793 [485] validation_0-mae:5267.77686 validation_1-mae:6113.37256 [486] validation_0-mae:5265.79980 validation_1-mae:6113.20312 [487] validation_0-mae:5263.52148 validation_1-mae:6112.36377 [488] validation_0-mae:5262.43408 validation_1-mae:6113.46094 [489] validation_0-mae:5261.66553 validation_1-mae:6113.53369 [490] validation_0-mae:5259.38379 validation_1-mae:6113.54150 [491] validation_0-mae:5257.10889 validation_1-mae:6112.70605 [492] validation_0-mae:5255.69775 validation_1-mae:6113.23828 [493] validation_0-mae:5254.26172 validation_1-mae:6113.31445 [494] validation_0-mae:5251.75244 validation_1-mae:6112.91064 [495] validation_0-mae:5250.28906 validation_1-mae:6112.86084 [496] validation_0-mae:5247.51953 validation_1-mae:6112.37988 [497] validation_0-mae:5245.93848 validation_1-mae:6111.68897 [498] validation_0-mae:5243.17480 validation_1-mae:6111.59668 [499] validation_0-mae:5242.48193 validation_1-mae:6111.45410 [500] validation_0-mae:5241.67529 validation_1-mae:6111.60791 [501] validation_0-mae:5241.31689 validation_1-mae:6111.48242 [502] validation_0-mae:5240.31934 validation_1-mae:6111.70898 [503] validation_0-mae:5238.30811 validation_1-mae:6111.20898 [504] validation_0-mae:5237.42871 validation_1-mae:6111.35400 [505] validation_0-mae:5233.73145 validation_1-mae:6110.03467 [506] validation_0-mae:5231.32031 validation_1-mae:6109.53467 [507] validation_0-mae:5229.56836 validation_1-mae:6109.32617 [508] validation_0-mae:5227.11475 validation_1-mae:6108.25488 [509] validation_0-mae:5226.28076 validation_1-mae:6107.98047 [510] validation_0-mae:5224.23779 validation_1-mae:6107.70215 [511] validation_0-mae:5222.26904 validation_1-mae:6107.25244 [512] validation_0-mae:5219.30420 validation_1-mae:6106.62598 [513] validation_0-mae:5217.07422 validation_1-mae:6105.60791 [514] validation_0-mae:5215.26953 validation_1-mae:6105.15137 [515] validation_0-mae:5213.28467 validation_1-mae:6104.61621 [516] validation_0-mae:5211.55273 validation_1-mae:6103.95605 [517] validation_0-mae:5210.64551 validation_1-mae:6104.30713 [518] validation_0-mae:5209.57666 validation_1-mae:6104.04004 [519] validation_0-mae:5209.00586 validation_1-mae:6104.54443 [520] validation_0-mae:5208.72217 validation_1-mae:6104.67969 [521] validation_0-mae:5207.88867 validation_1-mae:6104.62842 [522] validation_0-mae:5205.14404 validation_1-mae:6104.48877 [523] validation_0-mae:5202.39160 validation_1-mae:6104.14209 [524] validation_0-mae:5200.99463 validation_1-mae:6103.65283 [525] validation_0-mae:5199.98682 validation_1-mae:6103.71728 [526] validation_0-mae:5199.00293 validation_1-mae:6103.31250 [527] validation_0-mae:5198.09619 validation_1-mae:6103.50537 [528] validation_0-mae:5196.79199 validation_1-mae:6103.30420 [529] validation_0-mae:5196.43652 validation_1-mae:6103.09717 [530] validation_0-mae:5196.35986 validation_1-mae:6103.08691 [531] validation_0-mae:5195.38184 validation_1-mae:6103.12695 [532] validation_0-mae:5193.43603 validation_1-mae:6102.34180 [533] validation_0-mae:5192.44385 validation_1-mae:6102.40674 [534] validation_0-mae:5190.46973 validation_1-mae:6101.83691 [535] validation_0-mae:5188.63232 validation_1-mae:6101.70459 [536] validation_0-mae:5186.04150 validation_1-mae:6100.88965 [537] validation_0-mae:5183.51074 validation_1-mae:6100.20508 [538] validation_0-mae:5181.18018 validation_1-mae:6099.99561 [539] validation_0-mae:5179.75830 validation_1-mae:6100.22900 [540] validation_0-mae:5178.60986 validation_1-mae:6100.26221 [541] validation_0-mae:5177.31445 validation_1-mae:6100.59277 [542] validation_0-mae:5174.64355 validation_1-mae:6100.17480 [543] validation_0-mae:5173.08643 validation_1-mae:6100.85498 [544] validation_0-mae:5171.78613 validation_1-mae:6100.77783 [545] validation_0-mae:5170.93750 validation_1-mae:6100.37061 [546] validation_0-mae:5169.92529 validation_1-mae:6099.86621 [547] validation_0-mae:5167.88086 validation_1-mae:6099.38770 [548] validation_0-mae:5166.30762 validation_1-mae:6098.85938 [549] validation_0-mae:5164.97705 validation_1-mae:6099.45557 [550] validation_0-mae:5163.72510 validation_1-mae:6099.26953 [551] validation_0-mae:5162.68750 validation_1-mae:6099.13037 [552] validation_0-mae:5162.60596 validation_1-mae:6099.23877 [553] validation_0-mae:5161.86621 validation_1-mae:6099.35645 [554] validation_0-mae:5161.01758 validation_1-mae:6099.05469 [555] validation_0-mae:5159.31103 validation_1-mae:6098.36035 [556] validation_0-mae:5156.69629 validation_1-mae:6099.21484 [557] validation_0-mae:5154.94092 validation_1-mae:6099.59912 [558] validation_0-mae:5152.06299 validation_1-mae:6098.75049 [559] validation_0-mae:5150.05273 validation_1-mae:6096.80225 [560] validation_0-mae:5148.45166 validation_1-mae:6097.30762 [561] validation_0-mae:5147.06543 validation_1-mae:6098.01270 [562] validation_0-mae:5145.99609 validation_1-mae:6097.91895 [563] validation_0-mae:5144.78125 validation_1-mae:6097.76123 [564] validation_0-mae:5141.75147 validation_1-mae:6095.98096 [565] validation_0-mae:5141.02832 validation_1-mae:6095.85645 [566] validation_0-mae:5138.90772 validation_1-mae:6095.22607 [567] validation_0-mae:5136.83691 validation_1-mae:6094.08887 [568] validation_0-mae:5135.14160 validation_1-mae:6093.15674 [569] validation_0-mae:5133.94678 validation_1-mae:6093.31445 [570] validation_0-mae:5131.51172 validation_1-mae:6091.58398 [571] validation_0-mae:5129.31738 validation_1-mae:6091.64258 [572] validation_0-mae:5127.85059 validation_1-mae:6091.99219 [573] validation_0-mae:5124.07812 validation_1-mae:6092.43018 [574] validation_0-mae:5121.52490 validation_1-mae:6093.18457 [575] validation_0-mae:5119.88721 validation_1-mae:6092.56836 [576] validation_0-mae:5118.90283 validation_1-mae:6092.28760 [577] validation_0-mae:5115.71143 validation_1-mae:6090.33252 [578] validation_0-mae:5113.46631 validation_1-mae:6089.39795 [579] validation_0-mae:5112.31885 validation_1-mae:6089.83984 [580] validation_0-mae:5111.77197 validation_1-mae:6089.94482 [581] validation_0-mae:5111.07959 validation_1-mae:6089.76953 [582] validation_0-mae:5109.78760 validation_1-mae:6089.97949 [583] validation_0-mae:5106.45312 validation_1-mae:6088.78027 [584] validation_0-mae:5104.53711 validation_1-mae:6087.69434 [585] validation_0-mae:5101.81543 validation_1-mae:6086.79932 [586] validation_0-mae:5098.53369 validation_1-mae:6085.64795 [587] validation_0-mae:5094.94971 validation_1-mae:6085.41748 [588] validation_0-mae:5093.71436 validation_1-mae:6085.16992 [589] validation_0-mae:5092.98730 validation_1-mae:6084.79395 [590] validation_0-mae:5090.73682 validation_1-mae:6084.26074 [591] validation_0-mae:5089.87012 validation_1-mae:6084.31201 [592] validation_0-mae:5089.02148 validation_1-mae:6084.14209 [593] validation_0-mae:5087.21338 validation_1-mae:6083.84473 [594] validation_0-mae:5085.86719 validation_1-mae:6083.84863 [595] validation_0-mae:5083.75439 validation_1-mae:6083.01318 [596] validation_0-mae:5080.63281 validation_1-mae:6082.91650 [597] validation_0-mae:5079.57666 validation_1-mae:6082.18262 [598] validation_0-mae:5078.02197 validation_1-mae:6081.35791 [599] validation_0-mae:5077.14795 validation_1-mae:6080.88330 [600] validation_0-mae:5075.60498 validation_1-mae:6080.83691 [601] validation_0-mae:5073.55811 validation_1-mae:6080.22656 [602] validation_0-mae:5071.63916 validation_1-mae:6079.43506 [603] validation_0-mae:5070.28125 validation_1-mae:6078.79102 [604] validation_0-mae:5069.56787 validation_1-mae:6078.56103 [605] validation_0-mae:5068.19434 validation_1-mae:6078.40137 [606] validation_0-mae:5067.10840 validation_1-mae:6078.24463 [607] validation_0-mae:5066.57959 validation_1-mae:6078.18652 [608] validation_0-mae:5065.97803 validation_1-mae:6078.20752 [609] validation_0-mae:5065.26953 validation_1-mae:6077.75391 [610] validation_0-mae:5063.93799 validation_1-mae:6077.36182 [611] validation_0-mae:5062.41309 validation_1-mae:6077.33984 [612] validation_0-mae:5061.35840 validation_1-mae:6077.29053 [613] validation_0-mae:5061.27197 validation_1-mae:6077.18799 [614] validation_0-mae:5060.54150 validation_1-mae:6077.01660 [615] validation_0-mae:5058.62598 validation_1-mae:6076.74658 [616] validation_0-mae:5056.55176 validation_1-mae:6078.02100 [617] validation_0-mae:5055.14941 validation_1-mae:6077.78906 [618] validation_0-mae:5053.56103 validation_1-mae:6077.26318 [619] validation_0-mae:5051.97949 validation_1-mae:6076.40772 [620] validation_0-mae:5050.49512 validation_1-mae:6076.11279 [621] validation_0-mae:5049.49951 validation_1-mae:6076.05176 [622] validation_0-mae:5045.61768 validation_1-mae:6074.64990 [623] validation_0-mae:5043.97168 validation_1-mae:6074.15332 [624] validation_0-mae:5042.99707 validation_1-mae:6074.24414 [625] validation_0-mae:5041.26709 validation_1-mae:6073.85059 [626] validation_0-mae:5039.75977 validation_1-mae:6073.51318 [627] validation_0-mae:5036.90820 validation_1-mae:6072.92334 [628] validation_0-mae:5035.97119 validation_1-mae:6072.89062 [629] validation_0-mae:5035.28809 validation_1-mae:6072.48877 [630] validation_0-mae:5033.43164 validation_1-mae:6072.82471 [631] validation_0-mae:5032.42822 validation_1-mae:6072.46436 [632] validation_0-mae:5031.64551 validation_1-mae:6072.30127 [633] validation_0-mae:5028.29736 validation_1-mae:6071.11475 [634] validation_0-mae:5026.46338 validation_1-mae:6069.86523 [635] validation_0-mae:5024.38965 validation_1-mae:6068.59570 [636] validation_0-mae:5021.99316 validation_1-mae:6067.74463 [637] validation_0-mae:5019.27100 validation_1-mae:6067.78174 [638] validation_0-mae:5018.27295 validation_1-mae:6067.10791 [639] validation_0-mae:5017.25732 validation_1-mae:6066.81787 [640] validation_0-mae:5015.35156 validation_1-mae:6066.81641 [641] validation_0-mae:5014.54492 validation_1-mae:6066.92627 [642] validation_0-mae:5013.98584 validation_1-mae:6067.17334 [643] validation_0-mae:5012.47168 validation_1-mae:6066.54199 [644] validation_0-mae:5011.30469 validation_1-mae:6065.91748 [645] validation_0-mae:5010.92334 validation_1-mae:6065.87695 [646] validation_0-mae:5009.95703 validation_1-mae:6066.29590 [647] validation_0-mae:5008.02978 validation_1-mae:6064.79395 [648] validation_0-mae:5006.35449 validation_1-mae:6065.10596 [649] validation_0-mae:5005.52100 validation_1-mae:6064.95215 [650] validation_0-mae:5004.39648 validation_1-mae:6065.26367 [651] validation_0-mae:5003.82715 validation_1-mae:6065.27539 [652] validation_0-mae:5002.45654 validation_1-mae:6065.17920 [653] validation_0-mae:5001.84717 validation_1-mae:6064.96924 [654] validation_0-mae:4998.46875 validation_1-mae:6062.99268 [655] validation_0-mae:4997.15674 validation_1-mae:6062.77686 [656] validation_0-mae:4996.59277 validation_1-mae:6063.08789 [657] validation_0-mae:4994.51514 validation_1-mae:6063.08984 [658] validation_0-mae:4993.05322 validation_1-mae:6062.40137 [659] validation_0-mae:4991.75195 validation_1-mae:6061.98975 [660] validation_0-mae:4989.93555 validation_1-mae:6061.09912 [661] validation_0-mae:4987.47070 validation_1-mae:6060.44580 [662] validation_0-mae:4986.30176 validation_1-mae:6059.56299 [663] validation_0-mae:4985.23779 validation_1-mae:6059.33838 [664] validation_0-mae:4984.20703 validation_1-mae:6059.67822 [665] validation_0-mae:4982.90625 validation_1-mae:6059.67969 [666] validation_0-mae:4981.72119 validation_1-mae:6059.38867 [667] validation_0-mae:4979.66455 validation_1-mae:6058.88623 [668] validation_0-mae:4977.09424 validation_1-mae:6058.29248 [669] validation_0-mae:4974.93311 validation_1-mae:6057.14844 [670] validation_0-mae:4973.75098 validation_1-mae:6056.33105 [671] validation_0-mae:4972.52637 validation_1-mae:6056.74658 [672] validation_0-mae:4970.85449 validation_1-mae:6056.10742 [673] validation_0-mae:4970.68018 validation_1-mae:6055.85400 [674] validation_0-mae:4968.40430 validation_1-mae:6056.34228 [675] validation_0-mae:4967.78467 validation_1-mae:6056.12061 [676] validation_0-mae:4966.09082 validation_1-mae:6055.13477 [677] validation_0-mae:4964.45020 validation_1-mae:6055.65625 [678] validation_0-mae:4962.54004 validation_1-mae:6055.74805 [679] validation_0-mae:4961.55371 validation_1-mae:6055.42676 [680] validation_0-mae:4960.35449 validation_1-mae:6055.37939 [681] validation_0-mae:4959.94287 validation_1-mae:6054.94531 [682] validation_0-mae:4957.26123 validation_1-mae:6055.04004 [683] validation_0-mae:4954.72559 validation_1-mae:6055.25684 [684] validation_0-mae:4952.32422 validation_1-mae:6054.03857 [685] validation_0-mae:4950.48975 validation_1-mae:6053.63672 [686] validation_0-mae:4948.08350 validation_1-mae:6052.57275 [687] validation_0-mae:4946.44873 validation_1-mae:6053.00635 [688] validation_0-mae:4945.85791 validation_1-mae:6052.76807 [689] validation_0-mae:4944.38232 validation_1-mae:6052.85693 [690] validation_0-mae:4942.66602 validation_1-mae:6052.73193 [691] validation_0-mae:4940.49756 validation_1-mae:6052.59277 [692] validation_0-mae:4939.90820 validation_1-mae:6052.24365 [693] validation_0-mae:4937.26758 validation_1-mae:6051.15332 [694] validation_0-mae:4935.20361 validation_1-mae:6050.54883 [695] validation_0-mae:4934.31885 validation_1-mae:6050.22314 [696] validation_0-mae:4931.64453 validation_1-mae:6049.58203 [697] validation_0-mae:4930.76904 validation_1-mae:6049.23975 [698] validation_0-mae:4929.46338 validation_1-mae:6050.00147 [699] validation_0-mae:4926.97070 validation_1-mae:6049.46924 [700] validation_0-mae:4925.90918 validation_1-mae:6049.12256 [701] validation_0-mae:4923.57666 validation_1-mae:6048.97314 [702] validation_0-mae:4922.26416 validation_1-mae:6049.22900 [703] validation_0-mae:4920.52246 validation_1-mae:6048.67383 [704] validation_0-mae:4918.58838 validation_1-mae:6048.22949 [705] validation_0-mae:4917.23047 validation_1-mae:6047.73096 [706] validation_0-mae:4915.93506 validation_1-mae:6047.78809 [707] validation_0-mae:4915.23779 validation_1-mae:6047.79248 [708] validation_0-mae:4914.29150 validation_1-mae:6047.26416 [709] validation_0-mae:4912.57324 validation_1-mae:6047.02978 [710] validation_0-mae:4909.30371 validation_1-mae:6046.33984 [711] validation_0-mae:4907.54883 validation_1-mae:6046.78272 [712] validation_0-mae:4906.58350 validation_1-mae:6046.29395 [713] validation_0-mae:4905.97949 validation_1-mae:6046.35693 [714] validation_0-mae:4904.23584 validation_1-mae:6045.89062 [715] validation_0-mae:4902.82373 validation_1-mae:6045.10254 [716] validation_0-mae:4901.31982 validation_1-mae:6045.12598 [717] validation_0-mae:4900.26172 validation_1-mae:6044.74609 [718] validation_0-mae:4898.79590 validation_1-mae:6044.64795 [719] validation_0-mae:4896.90674 validation_1-mae:6044.35596 [720] validation_0-mae:4895.55615 validation_1-mae:6044.16943 [721] validation_0-mae:4894.13232 validation_1-mae:6043.90625 [722] validation_0-mae:4893.16699 validation_1-mae:6043.51758 [723] validation_0-mae:4891.16064 validation_1-mae:6042.95752 [724] validation_0-mae:4890.43848 validation_1-mae:6042.56445 [725] validation_0-mae:4889.05615 validation_1-mae:6042.14453 [726] validation_0-mae:4888.34473 validation_1-mae:6041.99219 [727] validation_0-mae:4887.06494 validation_1-mae:6041.30566 [728] validation_0-mae:4884.40234 validation_1-mae:6040.30615 [729] validation_0-mae:4884.06348 validation_1-mae:6040.40625 [730] validation_0-mae:4883.04443 validation_1-mae:6040.62891 [731] validation_0-mae:4882.93213 validation_1-mae:6040.63965 [732] validation_0-mae:4882.03809 validation_1-mae:6040.35449 [733] validation_0-mae:4881.62695 validation_1-mae:6040.62988 [734] validation_0-mae:4880.37500 validation_1-mae:6039.44092 [735] validation_0-mae:4879.01709 validation_1-mae:6038.99707 [736] validation_0-mae:4878.28906 validation_1-mae:6038.82520 [737] validation_0-mae:4875.75244 validation_1-mae:6037.94678 [738] validation_0-mae:4874.40332 validation_1-mae:6037.43848 [739] validation_0-mae:4874.34619 validation_1-mae:6037.52978 [740] validation_0-mae:4872.86182 validation_1-mae:6036.64893 [741] validation_0-mae:4871.56885 validation_1-mae:6036.51709 [742] validation_0-mae:4871.10938 validation_1-mae:6036.32275 [743] validation_0-mae:4869.86816 validation_1-mae:6036.45703 [744] validation_0-mae:4868.51074 validation_1-mae:6035.75391 [745] validation_0-mae:4867.38428 validation_1-mae:6035.70654 [746] validation_0-mae:4866.47852 validation_1-mae:6035.67041 [747] validation_0-mae:4864.67578 validation_1-mae:6035.80811 [748] validation_0-mae:4863.96582 validation_1-mae:6035.92578 [749] validation_0-mae:4862.24805 validation_1-mae:6035.47461 [750] validation_0-mae:4861.19189 validation_1-mae:6035.17725 [751] validation_0-mae:4858.70752 validation_1-mae:6034.55859 [752] validation_0-mae:4857.11816 validation_1-mae:6034.17822 [753] validation_0-mae:4854.59619 validation_1-mae:6032.97119 [754] validation_0-mae:4853.39844 validation_1-mae:6033.64209 [755] validation_0-mae:4852.12451 validation_1-mae:6032.87305 [756] validation_0-mae:4850.78369 validation_1-mae:6031.69482 [757] validation_0-mae:4849.66846 validation_1-mae:6031.61963 [758] validation_0-mae:4849.61377 validation_1-mae:6031.67773 [759] validation_0-mae:4846.43115 validation_1-mae:6031.33252 [760] validation_0-mae:4844.60791 validation_1-mae:6030.66943 [761] validation_0-mae:4843.64795 validation_1-mae:6030.84668 [762] validation_0-mae:4842.89453 validation_1-mae:6030.69482 [763] validation_0-mae:4841.56494 validation_1-mae:6030.12451 [764] validation_0-mae:4840.12549 validation_1-mae:6029.59619 [765] validation_0-mae:4838.93408 validation_1-mae:6029.23486 [766] validation_0-mae:4838.75342 validation_1-mae:6029.07617 [767] validation_0-mae:4837.39551 validation_1-mae:6028.76025 [768] validation_0-mae:4836.34131 validation_1-mae:6028.29639 [769] validation_0-mae:4835.36328 validation_1-mae:6028.24805 [770] validation_0-mae:4833.78418 validation_1-mae:6028.09082 [771] validation_0-mae:4832.34912 validation_1-mae:6027.23438 [772] validation_0-mae:4829.74316 validation_1-mae:6026.62256 [773] validation_0-mae:4828.91992 validation_1-mae:6026.85742 [774] validation_0-mae:4827.95752 validation_1-mae:6026.20068 [775] validation_0-mae:4825.32617 validation_1-mae:6025.30322 [776] validation_0-mae:4824.33545 validation_1-mae:6024.94873 [777] validation_0-mae:4823.25147 validation_1-mae:6024.39893 [778] validation_0-mae:4822.46484 validation_1-mae:6024.45312 [779] validation_0-mae:4820.94238 validation_1-mae:6023.78418 [780] validation_0-mae:4819.28369 validation_1-mae:6023.53467 [781] validation_0-mae:4818.42480 validation_1-mae:6023.20557 [782] validation_0-mae:4817.27295 validation_1-mae:6023.22803 [783] validation_0-mae:4815.19385 validation_1-mae:6023.77295 [784] validation_0-mae:4813.45850 validation_1-mae:6023.20068 [785] validation_0-mae:4812.27295 validation_1-mae:6023.53662 [786] validation_0-mae:4810.68701 validation_1-mae:6022.63379 [787] validation_0-mae:4809.19189 validation_1-mae:6022.01221 [788] validation_0-mae:4807.02686 validation_1-mae:6022.41162 [789] validation_0-mae:4805.08350 validation_1-mae:6021.90869 [790] validation_0-mae:4802.74805 validation_1-mae:6020.68457 [791] validation_0-mae:4801.06397 validation_1-mae:6020.90674 [792] validation_0-mae:4800.17432 validation_1-mae:6020.65967 [793] validation_0-mae:4798.75439 validation_1-mae:6020.65234 [794] validation_0-mae:4797.71045 validation_1-mae:6020.85107 [795] validation_0-mae:4795.47705 validation_1-mae:6020.25391 [796] validation_0-mae:4793.63672 validation_1-mae:6019.50977 [797] validation_0-mae:4792.31982 validation_1-mae:6019.74512 [798] validation_0-mae:4790.83154 validation_1-mae:6019.53076 [799] validation_0-mae:4790.01172 validation_1-mae:6019.55859 [800] validation_0-mae:4789.04053 validation_1-mae:6018.99268 [801] validation_0-mae:4788.73877 validation_1-mae:6019.13281 [802] validation_0-mae:4788.15332 validation_1-mae:6018.86719 [803] validation_0-mae:4786.32861 validation_1-mae:6018.71240 [804] validation_0-mae:4784.75537 validation_1-mae:6018.21289 [805] validation_0-mae:4784.16943 validation_1-mae:6018.57861 [806] validation_0-mae:4782.71973 validation_1-mae:6018.43945 [807] validation_0-mae:4781.85254 validation_1-mae:6018.81152 [808] validation_0-mae:4780.93018 validation_1-mae:6018.41650 [809] validation_0-mae:4780.40137 validation_1-mae:6018.42041 [810] validation_0-mae:4780.25391 validation_1-mae:6018.40869 [811] validation_0-mae:4778.66260 validation_1-mae:6018.58887 [812] validation_0-mae:4777.21777 validation_1-mae:6018.08350 [813] validation_0-mae:4776.16943 validation_1-mae:6017.79492 [814] validation_0-mae:4775.03906 validation_1-mae:6018.29199 [815] validation_0-mae:4774.54102 validation_1-mae:6018.21094 [816] validation_0-mae:4773.20947 validation_1-mae:6018.66357 [817] validation_0-mae:4772.14600 validation_1-mae:6018.50342 [818] validation_0-mae:4771.51074 validation_1-mae:6018.92480 [819] validation_0-mae:4770.25684 validation_1-mae:6018.35986 [820] validation_0-mae:4769.24365 validation_1-mae:6018.59863 [821] validation_0-mae:4767.68408 validation_1-mae:6018.04004 [822] validation_0-mae:4766.53027 validation_1-mae:6018.16211 [823] validation_0-mae:4765.71094 validation_1-mae:6018.07568 [824] validation_0-mae:4764.60107 validation_1-mae:6018.74707 [825] validation_0-mae:4762.82715 validation_1-mae:6018.23438 [826] validation_0-mae:4761.74268 validation_1-mae:6017.99853 [827] validation_0-mae:4761.66943 validation_1-mae:6017.97363 [828] validation_0-mae:4760.71875 validation_1-mae:6017.83496 [829] validation_0-mae:4759.30615 validation_1-mae:6017.59961 [830] validation_0-mae:4758.10303 validation_1-mae:6017.73682 [831] validation_0-mae:4756.65674 validation_1-mae:6017.75781 [832] validation_0-mae:4755.80029 validation_1-mae:6017.43848 [833] validation_0-mae:4755.02783 validation_1-mae:6017.40430 [834] validation_0-mae:4753.78955 validation_1-mae:6017.24805 [835] validation_0-mae:4752.18359 validation_1-mae:6016.97022 [836] validation_0-mae:4750.94580 validation_1-mae:6016.74170 [837] validation_0-mae:4749.76807 validation_1-mae:6016.58057 [838] validation_0-mae:4747.77051 validation_1-mae:6016.76123 [839] validation_0-mae:4745.82764 validation_1-mae:6017.16797 [840] validation_0-mae:4745.27197 validation_1-mae:6017.28027 [841] validation_0-mae:4744.13379 validation_1-mae:6017.43603 [842] validation_0-mae:4742.89551 validation_1-mae:6017.58496 [843] validation_0-mae:4742.15234 validation_1-mae:6017.43750 [844] validation_0-mae:4740.60205 validation_1-mae:6017.23340 [845] validation_0-mae:4737.79639 validation_1-mae:6017.50000 [846] validation_0-mae:4736.84814 validation_1-mae:6017.12451 [847] validation_0-mae:4735.61328 validation_1-mae:6017.13916 [848] validation_0-mae:4734.12109 validation_1-mae:6016.91211 [849] validation_0-mae:4732.93897 validation_1-mae:6017.09326 [850] validation_0-mae:4731.52441 validation_1-mae:6016.94043 [851] validation_0-mae:4730.39062 validation_1-mae:6016.88574 [852] validation_0-mae:4728.62939 validation_1-mae:6016.58057 [853] validation_0-mae:4728.36719 validation_1-mae:6016.44824 [854] validation_0-mae:4727.11279 validation_1-mae:6016.45898 [855] validation_0-mae:4726.56592 validation_1-mae:6016.44189 [856] validation_0-mae:4725.35107 validation_1-mae:6016.53320 [857] validation_0-mae:4723.60352 validation_1-mae:6016.35645 [858] validation_0-mae:4722.73682 validation_1-mae:6015.67139 [859] validation_0-mae:4721.69434 validation_1-mae:6015.19922 [860] validation_0-mae:4720.54297 validation_1-mae:6015.39453 [861] validation_0-mae:4720.43115 validation_1-mae:6015.45459 [862] validation_0-mae:4719.48926 validation_1-mae:6015.09619 [863] validation_0-mae:4719.35889 validation_1-mae:6015.15186 [864] validation_0-mae:4718.38477 validation_1-mae:6015.42920 [865] validation_0-mae:4717.01807 validation_1-mae:6015.21826 [866] validation_0-mae:4714.90625 validation_1-mae:6014.95703 [867] validation_0-mae:4713.19824 validation_1-mae:6014.74414 [868] validation_0-mae:4710.83057 validation_1-mae:6013.80957 [869] validation_0-mae:4709.13818 validation_1-mae:6013.45752 [870] validation_0-mae:4708.28711 validation_1-mae:6013.35400 [871] validation_0-mae:4706.29688 validation_1-mae:6011.72900 [872] validation_0-mae:4705.09277 validation_1-mae:6011.46191 [873] validation_0-mae:4703.93652 validation_1-mae:6011.54395 [874] validation_0-mae:4702.33105 validation_1-mae:6011.84912 [875] validation_0-mae:4701.10693 validation_1-mae:6011.48096 [876] validation_0-mae:4698.42236 validation_1-mae:6011.97803 [877] validation_0-mae:4697.34180 validation_1-mae:6012.42871 [878] validation_0-mae:4696.32031 validation_1-mae:6012.11914 [879] validation_0-mae:4694.84326 validation_1-mae:6011.88037 [880] validation_0-mae:4693.79834 validation_1-mae:6011.85986 [881] validation_0-mae:4692.11865 validation_1-mae:6011.06885 [882] validation_0-mae:4690.78320 validation_1-mae:6011.21777 [883] validation_0-mae:4689.16016 validation_1-mae:6009.14209 [884] validation_0-mae:4686.86475 validation_1-mae:6008.76807 [885] validation_0-mae:4686.00147 validation_1-mae:6009.01953 [886] validation_0-mae:4684.98730 validation_1-mae:6009.22998 [887] validation_0-mae:4683.80615 validation_1-mae:6009.06445 [888] validation_0-mae:4682.79248 validation_1-mae:6009.14062 [889] validation_0-mae:4681.49170 validation_1-mae:6008.95166 [890] validation_0-mae:4679.91406 validation_1-mae:6008.16309 [891] validation_0-mae:4677.96924 validation_1-mae:6008.29492 [892] validation_0-mae:4677.19580 validation_1-mae:6008.61816 [893] validation_0-mae:4676.54688 validation_1-mae:6007.90430 [894] validation_0-mae:4675.99219 validation_1-mae:6007.94092 [895] validation_0-mae:4675.30811 validation_1-mae:6008.03809 [896] validation_0-mae:4674.69922 validation_1-mae:6008.26758 [897] validation_0-mae:4674.50391 validation_1-mae:6008.21289 [898] validation_0-mae:4673.53369 validation_1-mae:6008.15381 [899] validation_0-mae:4670.88184 validation_1-mae:6007.71777 [900] validation_0-mae:4669.27783 validation_1-mae:6008.50586 [901] validation_0-mae:4667.51172 validation_1-mae:6008.32568 [902] validation_0-mae:4665.93018 validation_1-mae:6008.52490 [903] validation_0-mae:4664.51709 validation_1-mae:6008.70703 [904] validation_0-mae:4663.12695 validation_1-mae:6009.03418 [905] validation_0-mae:4661.10254 validation_1-mae:6008.52637 [906] validation_0-mae:4659.99707 validation_1-mae:6008.92529 [907] validation_0-mae:4659.33740 validation_1-mae:6009.46826 [908] validation_0-mae:4657.98926 validation_1-mae:6009.20605 [909] validation_0-mae:4656.40137 validation_1-mae:6008.33496 [910] validation_0-mae:4655.56201 validation_1-mae:6008.25147 [911] validation_0-mae:4655.23486 validation_1-mae:6008.26465 [912] validation_0-mae:4654.14941 validation_1-mae:6007.88037 [913] validation_0-mae:4652.76074 validation_1-mae:6007.73828 [914] validation_0-mae:4651.01318 validation_1-mae:6007.84668 [915] validation_0-mae:4649.30908 validation_1-mae:6007.55127 [916] validation_0-mae:4648.53760 validation_1-mae:6007.29053 [917] validation_0-mae:4647.68799 validation_1-mae:6007.30127 [918] validation_0-mae:4647.16650 validation_1-mae:6007.29395 [919] validation_0-mae:4646.06494 validation_1-mae:6007.31397 [920] validation_0-mae:4644.93750 validation_1-mae:6006.88379 [921] validation_0-mae:4643.72559 validation_1-mae:6006.93701 [922] validation_0-mae:4642.67334 validation_1-mae:6006.78711 [923] validation_0-mae:4641.30713 validation_1-mae:6006.87598 [924] validation_0-mae:4638.33545 validation_1-mae:6006.64502 [925] validation_0-mae:4636.45801 validation_1-mae:6006.63770 [926] validation_0-mae:4634.50000 validation_1-mae:6006.92529 [927] validation_0-mae:4632.85400 validation_1-mae:6006.31641 [928] validation_0-mae:4631.22314 validation_1-mae:6006.11914 [929] validation_0-mae:4629.36182 validation_1-mae:6006.31641 [930] validation_0-mae:4628.06299 validation_1-mae:6006.33887 [931] validation_0-mae:4626.59522 validation_1-mae:6006.33984 [932] validation_0-mae:4625.48486 validation_1-mae:6006.66650 [933] validation_0-mae:4623.40576 validation_1-mae:6007.13232 [934] validation_0-mae:4622.29883 validation_1-mae:6007.03418 [935] validation_0-mae:4621.53027 validation_1-mae:6006.87988 [936] validation_0-mae:4619.94971 validation_1-mae:6006.56592 [937] validation_0-mae:4618.22022 validation_1-mae:6006.44092 [938] validation_0-mae:4617.52930 validation_1-mae:6006.74170 [939] validation_0-mae:4616.07959 validation_1-mae:6006.54346 [940] validation_0-mae:4614.43994 validation_1-mae:6006.74805 [941] validation_0-mae:4613.29541 validation_1-mae:6006.16357 [942] validation_0-mae:4612.44385 validation_1-mae:6005.59228 [943] validation_0-mae:4610.83643 validation_1-mae:6005.58154 [944] validation_0-mae:4609.04688 validation_1-mae:6005.61377 [945] validation_0-mae:4607.39209 validation_1-mae:6005.46289 [946] validation_0-mae:4606.68164 validation_1-mae:6005.94922 [947] validation_0-mae:4605.07129 validation_1-mae:6006.04883 [948] validation_0-mae:4604.45605 validation_1-mae:6005.95850 [949] validation_0-mae:4603.32373 validation_1-mae:6006.47900 [950] validation_0-mae:4601.27539 validation_1-mae:6006.09522 [951] validation_0-mae:4600.16797 validation_1-mae:6005.99951 [952] validation_0-mae:4598.58789 validation_1-mae:6005.52686 [953] validation_0-mae:4597.12598 validation_1-mae:6005.33643 [954] validation_0-mae:4596.11279 validation_1-mae:6005.31885 [955] validation_0-mae:4594.86670 validation_1-mae:6005.04688 [956] validation_0-mae:4593.48291 validation_1-mae:6004.98486 [957] validation_0-mae:4592.37402 validation_1-mae:6004.48145 [958] validation_0-mae:4591.11523 validation_1-mae:6004.91406 [959] validation_0-mae:4590.23535 validation_1-mae:6005.06738 [960] validation_0-mae:4589.79248 validation_1-mae:6005.06738 [961] validation_0-mae:4588.71680 validation_1-mae:6005.09717 [962] validation_0-mae:4587.14307 validation_1-mae:6004.87207 [963] validation_0-mae:4585.90723 validation_1-mae:6004.85205 [964] validation_0-mae:4584.92725 validation_1-mae:6005.03906 [965] validation_0-mae:4583.95850 validation_1-mae:6004.97852 [966] validation_0-mae:4583.66260 validation_1-mae:6004.81641 [967] validation_0-mae:4583.16309 validation_1-mae:6004.57227 [968] validation_0-mae:4582.79785 validation_1-mae:6004.77734 [969] validation_0-mae:4581.75439 validation_1-mae:6004.72559 [970] validation_0-mae:4580.06592 validation_1-mae:6004.91211 [971] validation_0-mae:4578.17139 validation_1-mae:6004.97412 [972] validation_0-mae:4577.46875 validation_1-mae:6004.83594 [973] validation_0-mae:4575.92432 validation_1-mae:6004.02832 [974] validation_0-mae:4574.93506 validation_1-mae:6004.27978 [975] validation_0-mae:4574.75195 validation_1-mae:6003.98877 [976] validation_0-mae:4574.06982 validation_1-mae:6003.82422 [977] validation_0-mae:4573.29443 validation_1-mae:6003.64941 [978] validation_0-mae:4572.95898 validation_1-mae:6003.90576 [979] validation_0-mae:4571.07764 validation_1-mae:6003.17676 [980] validation_0-mae:4570.22266 validation_1-mae:6003.36475 [981] validation_0-mae:4570.00147 validation_1-mae:6003.28955 [982] validation_0-mae:4569.33057 validation_1-mae:6003.39062 [983] validation_0-mae:4568.12891 validation_1-mae:6003.74951 [984] validation_0-mae:4567.19092 validation_1-mae:6002.79883 [985] validation_0-mae:4566.83545 validation_1-mae:6002.76807 [986] validation_0-mae:4566.41113 validation_1-mae:6002.87793 [987] validation_0-mae:4565.23926 validation_1-mae:6002.24805 [988] validation_0-mae:4564.12647 validation_1-mae:6002.56201 [989] validation_0-mae:4562.99658 validation_1-mae:6002.13428 [990] validation_0-mae:4561.94580 validation_1-mae:6003.01465 [991] validation_0-mae:4561.31348 validation_1-mae:6002.82031 [992] validation_0-mae:4560.32324 validation_1-mae:6002.48340 [993] validation_0-mae:4558.37305 validation_1-mae:6002.05078 [994] validation_0-mae:4556.68897 validation_1-mae:6000.81738 [995] validation_0-mae:4555.55566 validation_1-mae:6000.77881 [996] validation_0-mae:4554.00879 validation_1-mae:6000.18408 [997] validation_0-mae:4552.43701 validation_1-mae:5999.83350 [998] validation_0-mae:4551.30957 validation_1-mae:5999.72266 [999] validation_0-mae:4548.27441 validation_1-mae:5998.18897 [1000] validation_0-mae:4546.96484 validation_1-mae:5997.60986 [1001] validation_0-mae:4545.05420 validation_1-mae:5998.17432 [1002] validation_0-mae:4544.18311 validation_1-mae:5997.92432 [1003] validation_0-mae:4543.30908 validation_1-mae:5998.28467 [1004] validation_0-mae:4541.05713 validation_1-mae:5997.24365 [1005] validation_0-mae:4539.06982 validation_1-mae:5996.74853 [1006] validation_0-mae:4537.49707 validation_1-mae:5996.46631 [1007] validation_0-mae:4536.44824 validation_1-mae:5996.96826 [1008] validation_0-mae:4535.26562 validation_1-mae:5996.01758 [1009] validation_0-mae:4534.69385 validation_1-mae:5996.03125 [1010] validation_0-mae:4533.64844 validation_1-mae:5995.58252 [1011] validation_0-mae:4532.36328 validation_1-mae:5996.15234 [1012] validation_0-mae:4531.71240 validation_1-mae:5996.25147 [1013] validation_0-mae:4531.07275 validation_1-mae:5996.36572 [1014] validation_0-mae:4530.10889 validation_1-mae:5996.28027 [1015] validation_0-mae:4529.31348 validation_1-mae:5996.34033 [1016] validation_0-mae:4528.48926 validation_1-mae:5996.14600 [1017] validation_0-mae:4527.17822 validation_1-mae:5995.98096 [1018] validation_0-mae:4526.41064 validation_1-mae:5996.07910 [1019] validation_0-mae:4524.97217 validation_1-mae:5995.74170 [1020] validation_0-mae:4524.08154 validation_1-mae:5995.10889 [1021] validation_0-mae:4522.94580 validation_1-mae:5995.21191 [1022] validation_0-mae:4522.55811 validation_1-mae:5994.99023 [1023] validation_0-mae:4521.80127 validation_1-mae:5994.60889 [1024] validation_0-mae:4519.55957 validation_1-mae:5994.29150 [1025] validation_0-mae:4518.77783 validation_1-mae:5994.18408 [1026] validation_0-mae:4518.52441 validation_1-mae:5994.35986 [1027] validation_0-mae:4517.66504 validation_1-mae:5994.35156 [1028] validation_0-mae:4516.78320 validation_1-mae:5994.40430 [1029] validation_0-mae:4515.68701 validation_1-mae:5994.32666 [1030] validation_0-mae:4514.90527 validation_1-mae:5994.07129 [1031] validation_0-mae:4514.48145 validation_1-mae:5994.13428 [1032] validation_0-mae:4514.26123 validation_1-mae:5994.31885 [1033] validation_0-mae:4512.95361 validation_1-mae:5994.06397 [1034] validation_0-mae:4511.61133 validation_1-mae:5993.91650 [1035] validation_0-mae:4511.17627 validation_1-mae:5993.96924 [1036] validation_0-mae:4509.38037 validation_1-mae:5993.58496 [1037] validation_0-mae:4507.94824 validation_1-mae:5993.74561 [1038] validation_0-mae:4506.93408 validation_1-mae:5993.53809 [1039] validation_0-mae:4505.63428 validation_1-mae:5993.44434 [1040] validation_0-mae:4505.01904 validation_1-mae:5993.44238 [1041] validation_0-mae:4504.83594 validation_1-mae:5993.50147 [1042] validation_0-mae:4503.84033 validation_1-mae:5993.12402 [1043] validation_0-mae:4502.45361 validation_1-mae:5993.78076 [1044] validation_0-mae:4501.12549 validation_1-mae:5993.14111 [1045] validation_0-mae:4500.21875 validation_1-mae:5993.05664 [1046] validation_0-mae:4498.94482 validation_1-mae:5993.41211 [1047] validation_0-mae:4497.93262 validation_1-mae:5993.61035 [1048] validation_0-mae:4497.48291 validation_1-mae:5993.42139 [1049] validation_0-mae:4496.93603 validation_1-mae:5993.43701 [1050] validation_0-mae:4495.80371 validation_1-mae:5993.42627 [1051] validation_0-mae:4493.59180 validation_1-mae:5993.43213 [1052] validation_0-mae:4491.98047 validation_1-mae:5992.60010 [1053] validation_0-mae:4490.74170 validation_1-mae:5992.05029 [1054] validation_0-mae:4489.44238 validation_1-mae:5991.86279 [1055] validation_0-mae:4487.95361 validation_1-mae:5992.92090 [1056] validation_0-mae:4487.01953 validation_1-mae:5992.84961 [1057] validation_0-mae:4485.87500 validation_1-mae:5992.77393 [1058] validation_0-mae:4485.03809 validation_1-mae:5992.84424 [1059] validation_0-mae:4484.27051 validation_1-mae:5993.19580 [1060] validation_0-mae:4482.87109 validation_1-mae:5993.07422 [1061] validation_0-mae:4482.41943 validation_1-mae:5993.21631 [1062] validation_0-mae:4481.95215 validation_1-mae:5993.12451 [1063] validation_0-mae:4481.05908 validation_1-mae:5992.93164 [1064] validation_0-mae:4479.68457 validation_1-mae:5992.90478 [1065] validation_0-mae:4478.86816 validation_1-mae:5992.79688 [1066] validation_0-mae:4477.01953 validation_1-mae:5992.22119 [1067] validation_0-mae:4476.05469 validation_1-mae:5992.18506 [1068] validation_0-mae:4474.89746 validation_1-mae:5992.46094 [1069] validation_0-mae:4474.13818 validation_1-mae:5992.33740 [1070] validation_0-mae:4472.95361 validation_1-mae:5991.84082 [1071] validation_0-mae:4472.06494 validation_1-mae:5991.87012 [1072] validation_0-mae:4471.48340 validation_1-mae:5991.65918 [1073] validation_0-mae:4469.66016 validation_1-mae:5992.10352 [1074] validation_0-mae:4469.61133 validation_1-mae:5992.17920 [1075] validation_0-mae:4468.40234 validation_1-mae:5992.17383 [1076] validation_0-mae:4467.45947 validation_1-mae:5992.46826 [1077] validation_0-mae:4466.44141 validation_1-mae:5992.86279 [1078] validation_0-mae:4465.51660 validation_1-mae:5993.13574 [1079] validation_0-mae:4465.05078 validation_1-mae:5993.19971 [1080] validation_0-mae:4464.65527 validation_1-mae:5993.06787 [1081] validation_0-mae:4463.15332 validation_1-mae:5992.62988 [1082] validation_0-mae:4462.17871 validation_1-mae:5992.97705 [1083] validation_0-mae:4461.48193 validation_1-mae:5992.64990 [1084] validation_0-mae:4460.92480 validation_1-mae:5992.77978 [1085] validation_0-mae:4460.85742 validation_1-mae:5992.81494 [1086] validation_0-mae:4459.98291 validation_1-mae:5992.35498 [1087] validation_0-mae:4458.51318 validation_1-mae:5992.08154 [1088] validation_0-mae:4456.03223 validation_1-mae:5991.41846 [1089] validation_0-mae:4454.72852 validation_1-mae:5990.69775 [1090] validation_0-mae:4453.91357 validation_1-mae:5990.75977 [1091] validation_0-mae:4453.17920 validation_1-mae:5990.79443 [1092] validation_0-mae:4451.66797 validation_1-mae:5990.29443 [1093] validation_0-mae:4450.48291 validation_1-mae:5990.39502 [1094] validation_0-mae:4448.38770 validation_1-mae:5990.63672 [1095] validation_0-mae:4447.43262 validation_1-mae:5990.25195 [1096] validation_0-mae:4446.20947 validation_1-mae:5990.63330 [1097] validation_0-mae:4444.69531 validation_1-mae:5990.77344 [1098] validation_0-mae:4443.51855 validation_1-mae:5990.42725 [1099] validation_0-mae:4442.00732 validation_1-mae:5990.35645 [1100] validation_0-mae:4441.33789 validation_1-mae:5990.58447 [1101] validation_0-mae:4440.52686 validation_1-mae:5990.55664 [1102] validation_0-mae:4440.11963 validation_1-mae:5990.54590 [1103] validation_0-mae:4438.97900 validation_1-mae:5990.53662 [1104] validation_0-mae:4437.39160 validation_1-mae:5990.81250 [1105] validation_0-mae:4436.63721 validation_1-mae:5991.06836 [1106] validation_0-mae:4436.11279 validation_1-mae:5991.03467 [1107] validation_0-mae:4435.23486 validation_1-mae:5990.68701 [1108] validation_0-mae:4434.60840 validation_1-mae:5990.45703 [1109] validation_0-mae:4434.18506 validation_1-mae:5990.28516 [1110] validation_0-mae:4433.28272 validation_1-mae:5990.21826 [1111] validation_0-mae:4432.70215 validation_1-mae:5989.84473 [1112] validation_0-mae:4430.35889 validation_1-mae:5989.02930 [1113] validation_0-mae:4429.21289 validation_1-mae:5989.22412 [1114] validation_0-mae:4427.43311 validation_1-mae:5988.86133 [1115] validation_0-mae:4426.28955 validation_1-mae:5988.43603 [1116] validation_0-mae:4425.08105 validation_1-mae:5988.34570 [1117] validation_0-mae:4423.21484 validation_1-mae:5989.09131 [1118] validation_0-mae:4422.39697 validation_1-mae:5989.02881 [1119] validation_0-mae:4421.10693 validation_1-mae:5988.85693 [1120] validation_0-mae:4419.62744 validation_1-mae:5988.25586 [1121] validation_0-mae:4418.06787 validation_1-mae:5988.32520 [1122] validation_0-mae:4417.04736 validation_1-mae:5987.94482 [1123] validation_0-mae:4415.32373 validation_1-mae:5987.76562 [1124] validation_0-mae:4414.60498 validation_1-mae:5987.88184 [1125] validation_0-mae:4413.98877 validation_1-mae:5988.04199 [1126] validation_0-mae:4411.69824 validation_1-mae:5987.32959 [1127] validation_0-mae:4409.34033 validation_1-mae:5986.40772 [1128] validation_0-mae:4408.11426 validation_1-mae:5986.67090 [1129] validation_0-mae:4406.96777 validation_1-mae:5986.61133 [1130] validation_0-mae:4406.14795 validation_1-mae:5987.11719 [1131] validation_0-mae:4405.05322 validation_1-mae:5987.06055 [1132] validation_0-mae:4403.44043 validation_1-mae:5987.28027 [1133] validation_0-mae:4402.66406 validation_1-mae:5987.08105 [1134] validation_0-mae:4401.59424 validation_1-mae:5986.69727 [1135] validation_0-mae:4400.16943 validation_1-mae:5987.01758 [1136] validation_0-mae:4398.19580 validation_1-mae:5987.40283 [1137] validation_0-mae:4397.24609 validation_1-mae:5987.00879 [1138] validation_0-mae:4395.37598 validation_1-mae:5986.75244 [1139] validation_0-mae:4393.74414 validation_1-mae:5986.04688 [1140] validation_0-mae:4393.00732 validation_1-mae:5986.27002 [1141] validation_0-mae:4391.94727 validation_1-mae:5985.72998 [1142] validation_0-mae:4390.88477 validation_1-mae:5985.79736 [1143] validation_0-mae:4389.74707 validation_1-mae:5985.16406 [1144] validation_0-mae:4388.67676 validation_1-mae:5985.03418 [1145] validation_0-mae:4388.01025 validation_1-mae:5984.95605 [1146] validation_0-mae:4387.14551 validation_1-mae:5984.90820 [1147] validation_0-mae:4386.18262 validation_1-mae:5985.02588 [1148] validation_0-mae:4385.25732 validation_1-mae:5985.02490 [1149] validation_0-mae:4384.37598 validation_1-mae:5984.75684 [1150] validation_0-mae:4383.25439 validation_1-mae:5984.38086 [1151] validation_0-mae:4382.50439 validation_1-mae:5984.36328 [1152] validation_0-mae:4381.00537 validation_1-mae:5983.64844 [1153] validation_0-mae:4379.65723 validation_1-mae:5983.55762 [1154] validation_0-mae:4378.34619 validation_1-mae:5983.40723 [1155] validation_0-mae:4378.12598 validation_1-mae:5983.55908 [1156] validation_0-mae:4377.76465 validation_1-mae:5983.35107 [1157] validation_0-mae:4377.46484 validation_1-mae:5983.31787 [1158] validation_0-mae:4376.33203 validation_1-mae:5982.82666 [1159] validation_0-mae:4374.67188 validation_1-mae:5983.19141 [1160] validation_0-mae:4374.25147 validation_1-mae:5983.11182 [1161] validation_0-mae:4373.96436 validation_1-mae:5983.11865 [1162] validation_0-mae:4373.94971 validation_1-mae:5983.12549 [1163] validation_0-mae:4372.15772 validation_1-mae:5983.03418 [1164] validation_0-mae:4371.06055 validation_1-mae:5982.34375 [1165] validation_0-mae:4370.03027 validation_1-mae:5982.31397 [1166] validation_0-mae:4368.59033 validation_1-mae:5982.25684 [1167] validation_0-mae:4366.86914 validation_1-mae:5982.36719 [1168] validation_0-mae:4365.69434 validation_1-mae:5981.92676 [1169] validation_0-mae:4364.25000 validation_1-mae:5981.48975 [1170] validation_0-mae:4362.42188 validation_1-mae:5981.85742 [1171] validation_0-mae:4361.47119 validation_1-mae:5982.43994 [1172] validation_0-mae:4359.79834 validation_1-mae:5982.49219 [1173] validation_0-mae:4358.53027 validation_1-mae:5983.12158 [1174] validation_0-mae:4357.67236 validation_1-mae:5983.30322 [1175] validation_0-mae:4356.75977 validation_1-mae:5982.55908 [1176] validation_0-mae:4355.03369 validation_1-mae:5982.29053 [1177] validation_0-mae:4353.79688 validation_1-mae:5982.15967 [1178] validation_0-mae:4351.36914 validation_1-mae:5980.75781 [1179] validation_0-mae:4350.51611 validation_1-mae:5981.28467 [1180] validation_0-mae:4349.99219 validation_1-mae:5981.56934 [1181] validation_0-mae:4349.19775 validation_1-mae:5981.49219 [1182] validation_0-mae:4348.37549 validation_1-mae:5981.53369 [1183] validation_0-mae:4347.67773 validation_1-mae:5981.08838 [1184] validation_0-mae:4346.98682 validation_1-mae:5981.09863 [1185] validation_0-mae:4345.69336 validation_1-mae:5981.42432 [1186] validation_0-mae:4344.84424 validation_1-mae:5981.09570 [1187] validation_0-mae:4343.09375 validation_1-mae:5981.21875 [1188] validation_0-mae:4342.37842 validation_1-mae:5981.58789 [1189] validation_0-mae:4341.79785 validation_1-mae:5981.73242 [1190] validation_0-mae:4340.89160 validation_1-mae:5981.31543 [1191] validation_0-mae:4339.86621 validation_1-mae:5981.26172 [1192] validation_0-mae:4338.31152 validation_1-mae:5981.76514 [1193] validation_0-mae:4337.63574 validation_1-mae:5981.39795 [1194] validation_0-mae:4336.25000 validation_1-mae:5982.42529 [1195] validation_0-mae:4335.13721 validation_1-mae:5982.55859 [1196] validation_0-mae:4333.01367 validation_1-mae:5982.27930 [1197] validation_0-mae:4331.71533 validation_1-mae:5982.32373 [1198] validation_0-mae:4330.10693 validation_1-mae:5982.50293 [1199] validation_0-mae:4329.23291 validation_1-mae:5982.14648 [1200] validation_0-mae:4327.81201 validation_1-mae:5981.37305 [1201] validation_0-mae:4326.70898 validation_1-mae:5980.95654 [1202] validation_0-mae:4325.54248 validation_1-mae:5981.15430 [1203] validation_0-mae:4324.74756 validation_1-mae:5981.33057 [1204] validation_0-mae:4323.59717 validation_1-mae:5981.37793 [1205] validation_0-mae:4322.69043 validation_1-mae:5981.03125 [1206] validation_0-mae:4321.10645 validation_1-mae:5980.99805 [1207] validation_0-mae:4320.19678 validation_1-mae:5980.63428 [1208] validation_0-mae:4318.68994 validation_1-mae:5980.53418 [1209] validation_0-mae:4316.79102 validation_1-mae:5979.66602 [1210] validation_0-mae:4315.65088 validation_1-mae:5979.39209 [1211] validation_0-mae:4314.71289 validation_1-mae:5979.54199 [1212] validation_0-mae:4313.53662 validation_1-mae:5979.70703 [1213] validation_0-mae:4312.43555 validation_1-mae:5979.81885 [1214] validation_0-mae:4310.64307 validation_1-mae:5979.61182 [1215] validation_0-mae:4309.12842 validation_1-mae:5978.87939 [1216] validation_0-mae:4308.66211 validation_1-mae:5978.66016 [1217] validation_0-mae:4306.85449 validation_1-mae:5978.79053 [1218] validation_0-mae:4306.25293 validation_1-mae:5978.71094 [1219] validation_0-mae:4305.68799 validation_1-mae:5978.86377 [1220] validation_0-mae:4305.00488 validation_1-mae:5978.84668 [1221] validation_0-mae:4304.71240 validation_1-mae:5978.76758 [1222] validation_0-mae:4303.51465 validation_1-mae:5978.70850 [1223] validation_0-mae:4303.17871 validation_1-mae:5978.60645 [1224] validation_0-mae:4302.75928 validation_1-mae:5978.64746 [1225] validation_0-mae:4301.73242 validation_1-mae:5978.54248 [1226] validation_0-mae:4301.05420 validation_1-mae:5978.36279 [1227] validation_0-mae:4300.24268 validation_1-mae:5977.96728 [1228] validation_0-mae:4299.14355 validation_1-mae:5977.29102 [1229] validation_0-mae:4299.10840 validation_1-mae:5977.31250 [1230] validation_0-mae:4298.25977 validation_1-mae:5977.02051 [1231] validation_0-mae:4296.98682 validation_1-mae:5976.26367 [1232] validation_0-mae:4295.21826 validation_1-mae:5976.00684 [1233] validation_0-mae:4293.70166 validation_1-mae:5975.39404 [1234] validation_0-mae:4293.29346 validation_1-mae:5975.50244 [1235] validation_0-mae:4292.43945 validation_1-mae:5974.96826 [1236] validation_0-mae:4290.96191 validation_1-mae:5974.38184 [1237] validation_0-mae:4289.84814 validation_1-mae:5973.83691 [1238] validation_0-mae:4288.66748 validation_1-mae:5973.38477 [1239] validation_0-mae:4287.91846 validation_1-mae:5973.29346 [1240] validation_0-mae:4287.84375 validation_1-mae:5973.35742 [1241] validation_0-mae:4286.16211 validation_1-mae:5973.63037 [1242] validation_0-mae:4285.21240 validation_1-mae:5973.50049 [1243] validation_0-mae:4284.07959 validation_1-mae:5973.11279 [1244] validation_0-mae:4283.50049 validation_1-mae:5973.08350 [1245] validation_0-mae:4282.08887 validation_1-mae:5973.04590 [1246] validation_0-mae:4280.95898 validation_1-mae:5972.53125 [1247] validation_0-mae:4279.91357 validation_1-mae:5971.94043 [1248] validation_0-mae:4278.45703 validation_1-mae:5971.54639 [1249] validation_0-mae:4276.33301 validation_1-mae:5970.93359 [1250] validation_0-mae:4274.92725 validation_1-mae:5970.22510 [1251] validation_0-mae:4273.42188 validation_1-mae:5969.71191 [1252] validation_0-mae:4272.38623 validation_1-mae:5969.89355 [1253] validation_0-mae:4271.32812 validation_1-mae:5969.84375 [1254] validation_0-mae:4270.22705 validation_1-mae:5969.64404 [1255] validation_0-mae:4269.41113 validation_1-mae:5969.46728 [1256] validation_0-mae:4268.78027 validation_1-mae:5969.59326 [1257] validation_0-mae:4267.18945 validation_1-mae:5969.57764 [1258] validation_0-mae:4265.95410 validation_1-mae:5969.19189 [1259] validation_0-mae:4265.52637 validation_1-mae:5968.93213 [1260] validation_0-mae:4264.67773 validation_1-mae:5969.13184 [1261] validation_0-mae:4263.77734 validation_1-mae:5969.45410 [1262] validation_0-mae:4262.52148 validation_1-mae:5969.93506 [1263] validation_0-mae:4261.74902 validation_1-mae:5969.80078 [1264] validation_0-mae:4261.20996 validation_1-mae:5969.91113 [1265] validation_0-mae:4260.13330 validation_1-mae:5969.86768 [1266] validation_0-mae:4258.99805 validation_1-mae:5969.72461 [1267] validation_0-mae:4257.98438 validation_1-mae:5969.60596 [1268] validation_0-mae:4256.95605 validation_1-mae:5970.09326 [1269] validation_0-mae:4255.96924 validation_1-mae:5969.95898 [1270] validation_0-mae:4254.35693 validation_1-mae:5969.27051 [1271] validation_0-mae:4253.55127 validation_1-mae:5969.10059 [1272] validation_0-mae:4252.52978 validation_1-mae:5969.01270 [1273] validation_0-mae:4251.46631 validation_1-mae:5969.14502 [1274] validation_0-mae:4249.87305 validation_1-mae:5968.86279 [1275] validation_0-mae:4248.41748 validation_1-mae:5968.77393 [1276] validation_0-mae:4247.71191 validation_1-mae:5969.08545 [1277] validation_0-mae:4247.06445 validation_1-mae:5969.11523 [1278] validation_0-mae:4245.29395 validation_1-mae:5969.11768 [1279] validation_0-mae:4244.42773 validation_1-mae:5969.10352 [1280] validation_0-mae:4243.40527 validation_1-mae:5969.45557 [1281] validation_0-mae:4241.46728 validation_1-mae:5968.04639 [1282] validation_0-mae:4240.03174 validation_1-mae:5968.32275 [1283] validation_0-mae:4239.03467 validation_1-mae:5968.19971 [1284] validation_0-mae:4238.25391 validation_1-mae:5967.98242 [1285] validation_0-mae:4237.68213 validation_1-mae:5967.86328 [1286] validation_0-mae:4236.84326 validation_1-mae:5968.01416 [1287] validation_0-mae:4235.63623 validation_1-mae:5967.88867 [1288] validation_0-mae:4234.17480 validation_1-mae:5967.30811 [1289] validation_0-mae:4233.18164 validation_1-mae:5967.16602 [1290] validation_0-mae:4232.01172 validation_1-mae:5967.06006 [1291] validation_0-mae:4230.77490 validation_1-mae:5967.17188 [1292] validation_0-mae:4230.06787 validation_1-mae:5967.37695 [1293] validation_0-mae:4228.58496 validation_1-mae:5966.95654 [1294] validation_0-mae:4227.92432 validation_1-mae:5966.91455 [1295] validation_0-mae:4226.86621 validation_1-mae:5966.79785 [1296] validation_0-mae:4225.93701 validation_1-mae:5966.76904 [1297] validation_0-mae:4225.48145 validation_1-mae:5966.77881 [1298] validation_0-mae:4224.40918 validation_1-mae:5966.68213 [1299] validation_0-mae:4223.89746 validation_1-mae:5966.75244 [1300] validation_0-mae:4222.30957 validation_1-mae:5966.22754 [1301] validation_0-mae:4221.48730 validation_1-mae:5966.13330 [1302] validation_0-mae:4220.50391 validation_1-mae:5965.66650 [1303] validation_0-mae:4220.06738 validation_1-mae:5965.70166 [1304] validation_0-mae:4219.05420 validation_1-mae:5965.47119 [1305] validation_0-mae:4218.06787 validation_1-mae:5965.08350 [1306] validation_0-mae:4216.33301 validation_1-mae:5964.69434 [1307] validation_0-mae:4215.19971 validation_1-mae:5964.66211 [1308] validation_0-mae:4214.03076 validation_1-mae:5964.65772 [1309] validation_0-mae:4213.08154 validation_1-mae:5964.46436 [1310] validation_0-mae:4211.74414 validation_1-mae:5964.43994 [1311] validation_0-mae:4211.71045 validation_1-mae:5964.41211 [1312] validation_0-mae:4210.78613 validation_1-mae:5964.85254 [1313] validation_0-mae:4210.08008 validation_1-mae:5964.99561 [1314] validation_0-mae:4209.74951 validation_1-mae:5965.01611 [1315] validation_0-mae:4209.00781 validation_1-mae:5964.70312 [1316] validation_0-mae:4207.62158 validation_1-mae:5964.64844 [1317] validation_0-mae:4207.49561 validation_1-mae:5964.66113 [1318] validation_0-mae:4206.72266 validation_1-mae:5965.02490 [1319] validation_0-mae:4205.91797 validation_1-mae:5964.89697 [1320] validation_0-mae:4205.51318 validation_1-mae:5965.00195 [1321] validation_0-mae:4205.13379 validation_1-mae:5965.07568 [1322] validation_0-mae:4203.92041 validation_1-mae:5965.01123 [1323] validation_0-mae:4203.38770 validation_1-mae:5964.93066 [1324] validation_0-mae:4202.75195 validation_1-mae:5964.78272 [1325] validation_0-mae:4201.94727 validation_1-mae:5964.96631 [1326] validation_0-mae:4200.54297 validation_1-mae:5964.98096 [1327] validation_0-mae:4199.95996 validation_1-mae:5965.05176 [1328] validation_0-mae:4198.50635 validation_1-mae:5965.12012 [1329] validation_0-mae:4197.15234 validation_1-mae:5965.24658 [1330] validation_0-mae:4196.64355 validation_1-mae:5965.18799 [1331] validation_0-mae:4195.14893 validation_1-mae:5965.81787 [1332] validation_0-mae:4193.79785 validation_1-mae:5965.30371 [1333] validation_0-mae:4192.85400 validation_1-mae:5964.96436 [1334] validation_0-mae:4191.50147 validation_1-mae:5964.61426 [1335] validation_0-mae:4190.60596 validation_1-mae:5964.95117 [1336] validation_0-mae:4189.70068 validation_1-mae:5965.04688 [1337] validation_0-mae:4188.23633 validation_1-mae:5964.74853 [1338] validation_0-mae:4187.26611 validation_1-mae:5964.54980 [1339] validation_0-mae:4186.31982 validation_1-mae:5964.72656 [1340] validation_0-mae:4185.77539 validation_1-mae:5964.74853 [1341] validation_0-mae:4185.27295 validation_1-mae:5964.76367 [1342] validation_0-mae:4184.35107 validation_1-mae:5964.91455 [1343] validation_0-mae:4183.44238 validation_1-mae:5965.50488 [1344] validation_0-mae:4182.83008 validation_1-mae:5965.43213 [1345] validation_0-mae:4181.83789 validation_1-mae:5965.40186 [1346] validation_0-mae:4180.05078 validation_1-mae:5965.01807 [1347] validation_0-mae:4179.00977 validation_1-mae:5964.80322 [1348] validation_0-mae:4178.62549 validation_1-mae:5964.62598 [1349] validation_0-mae:4177.22998 validation_1-mae:5964.67041 [1350] validation_0-mae:4176.52881 validation_1-mae:5964.59717 [1351] validation_0-mae:4175.10352 validation_1-mae:5964.55762 [1352] validation_0-mae:4174.64697 validation_1-mae:5964.93848 [1353] validation_0-mae:4173.92041 validation_1-mae:5965.27148 [1354] validation_0-mae:4173.52881 validation_1-mae:5965.20117 [1355] validation_0-mae:4172.67871 validation_1-mae:5965.06836 [1356] validation_0-mae:4172.08643 validation_1-mae:5965.28955 [1357] validation_0-mae:4170.43603 validation_1-mae:5965.90039 [1358] validation_0-mae:4168.97266 validation_1-mae:5965.96484 [1359] validation_0-mae:4167.54297 validation_1-mae:5965.44922 [1360] validation_0-mae:4166.81885 validation_1-mae:5965.52539 [1361] validation_0-mae:4166.18213 validation_1-mae:5965.73633 [1362] validation_0-mae:4165.81348 validation_1-mae:5965.57910 [1363] validation_0-mae:4165.79150 validation_1-mae:5965.58984 [1364] validation_0-mae:4165.56348 validation_1-mae:5965.65674 [1365] validation_0-mae:4165.29736 validation_1-mae:5965.87891 [1366] validation_0-mae:4164.09033 validation_1-mae:5965.78613 [1367] validation_0-mae:4164.05957 validation_1-mae:5965.82178 [1368] validation_0-mae:4163.40430 validation_1-mae:5965.56982 [1369] validation_0-mae:4162.77978 validation_1-mae:5965.38037 [1370] validation_0-mae:4162.49805 validation_1-mae:5965.47998 [1371] validation_0-mae:4161.85205 validation_1-mae:5965.51318 [1372] validation_0-mae:4160.73291 validation_1-mae:5964.94727 [1373] validation_0-mae:4159.99707 validation_1-mae:5964.79395 [1374] validation_0-mae:4159.00439 validation_1-mae:5964.87647 [1375] validation_0-mae:4158.44971 validation_1-mae:5964.74268 [1376] validation_0-mae:4158.07910 validation_1-mae:5964.82227 [1377] validation_0-mae:4157.40039 validation_1-mae:5964.66602 [1378] validation_0-mae:4156.47949 validation_1-mae:5964.88770 [1379] validation_0-mae:4155.30811 validation_1-mae:5964.38721 [1380] validation_0-mae:4154.52051 validation_1-mae:5964.68652 [1381] validation_0-mae:4153.71728 validation_1-mae:5964.90430 [1382] validation_0-mae:4153.25098 validation_1-mae:5964.89209 [1383] validation_0-mae:4152.37402 validation_1-mae:5965.08838 [1384] validation_0-mae:4151.84570 validation_1-mae:5965.10498 [1385] validation_0-mae:4150.83838 validation_1-mae:5964.99609 [1386] validation_0-mae:4149.38037 validation_1-mae:5964.96484 [1387] validation_0-mae:4148.50000 validation_1-mae:5964.93799 [1388] validation_0-mae:4148.27051 validation_1-mae:5964.89209 [1389] validation_0-mae:4147.45459 validation_1-mae:5965.38818 [1390] validation_0-mae:4146.81445 validation_1-mae:5965.42432 [1391] validation_0-mae:4145.45459 validation_1-mae:5965.26855 [1392] validation_0-mae:4144.59863 validation_1-mae:5964.54590 [1393] validation_0-mae:4143.68603 validation_1-mae:5964.35352 [1394] validation_0-mae:4142.89990 validation_1-mae:5964.64014 [1395] validation_0-mae:4141.68701 validation_1-mae:5964.78613 [1396] validation_0-mae:4139.53174 validation_1-mae:5963.70410 [1397] validation_0-mae:4138.62793 validation_1-mae:5963.50586 [1398] validation_0-mae:4137.51904 validation_1-mae:5963.63037 [1399] validation_0-mae:4136.72998 validation_1-mae:5964.11523 [1400] validation_0-mae:4135.83887 validation_1-mae:5964.33252 [1401] validation_0-mae:4134.81103 validation_1-mae:5964.47266 [1402] validation_0-mae:4134.02393 validation_1-mae:5964.63281 [1403] validation_0-mae:4133.64844 validation_1-mae:5964.40088 [1404] validation_0-mae:4133.17529 validation_1-mae:5964.42334 [1405] validation_0-mae:4132.63672 validation_1-mae:5964.20557 [1406] validation_0-mae:4132.05566 validation_1-mae:5964.35986 [1407] validation_0-mae:4131.79346 validation_1-mae:5964.44678 [1408] validation_0-mae:4131.46484 validation_1-mae:5964.51172 [1409] validation_0-mae:4131.42773 validation_1-mae:5964.52295 [1410] validation_0-mae:4130.94189 validation_1-mae:5964.46728 [1411] validation_0-mae:4129.72412 validation_1-mae:5964.46533 [1412] validation_0-mae:4128.01074 validation_1-mae:5965.57568 [1413] validation_0-mae:4126.85596 validation_1-mae:5965.46289 [1414] validation_0-mae:4125.32910 validation_1-mae:5965.00342 [1415] validation_0-mae:4124.67676 validation_1-mae:5965.21240 [1416] validation_0-mae:4123.41553 validation_1-mae:5965.80127 [1417] validation_0-mae:4122.27783 validation_1-mae:5965.46338 [1418] validation_0-mae:4121.04785 validation_1-mae:5965.31787 [1419] validation_0-mae:4119.54980 validation_1-mae:5964.71631 [1420] validation_0-mae:4118.80176 validation_1-mae:5965.27539 [1421] validation_0-mae:4117.83301 validation_1-mae:5965.31250 [1422] validation_0-mae:4116.71338 validation_1-mae:5965.11377 [1423] validation_0-mae:4115.96387 validation_1-mae:5964.99707 [1424] validation_0-mae:4115.19189 validation_1-mae:5965.05469 [1425] validation_0-mae:4114.15381 validation_1-mae:5964.78174 [1426] validation_0-mae:4113.25098 validation_1-mae:5964.37988 [1427] validation_0-mae:4112.62256 validation_1-mae:5963.96484 [1428] validation_0-mae:4112.07373 validation_1-mae:5964.23584 [1429] validation_0-mae:4111.20459 validation_1-mae:5964.00488 [1430] validation_0-mae:4110.16406 validation_1-mae:5964.55420 [1431] validation_0-mae:4108.97656 validation_1-mae:5964.92041 [1432] validation_0-mae:4107.83936 validation_1-mae:5964.61035 [1433] validation_0-mae:4106.20850 validation_1-mae:5965.92285 [1434] validation_0-mae:4105.49023 validation_1-mae:5965.69385 [1435] validation_0-mae:4104.15430 validation_1-mae:5965.42773 [1436] validation_0-mae:4103.17871 validation_1-mae:5965.17139 [1437] validation_0-mae:4101.65137 validation_1-mae:5965.32080 [1438] validation_0-mae:4100.57520 validation_1-mae:5965.24609 [1439] validation_0-mae:4099.42090 validation_1-mae:5964.87891 [1440] validation_0-mae:4098.32178 validation_1-mae:5965.08057 [1441] validation_0-mae:4096.99756 validation_1-mae:5964.73633 [1442] validation_0-mae:4096.43994 validation_1-mae:5964.72998 [1443] validation_0-mae:4095.84326 validation_1-mae:5964.77832 [1444] validation_0-mae:4095.52856 validation_1-mae:5964.73486 [1445] validation_0-mae:4094.78540 validation_1-mae:5965.07031 [1446] validation_0-mae:4094.31348 validation_1-mae:5965.09180 [1447] validation_0-mae:4093.34619 validation_1-mae:5964.90820 [1448] validation_0-mae:4092.86743 validation_1-mae:5965.18652 [1449] validation_0-mae:4092.20093 validation_1-mae:5965.17627 [1450] validation_0-mae:4090.88696 validation_1-mae:5965.18750 [1451] validation_0-mae:4089.30566 validation_1-mae:5965.08740 [1452] validation_0-mae:4088.60815 validation_1-mae:5964.87549 [1453] validation_0-mae:4087.90259 validation_1-mae:5964.62256 [1454] validation_0-mae:4087.13794 validation_1-mae:5964.82373 [1455] validation_0-mae:4086.14136 validation_1-mae:5964.64111 [1456] validation_0-mae:4084.67822 validation_1-mae:5964.37012 [1457] validation_0-mae:4083.88281 validation_1-mae:5964.29297 [1458] validation_0-mae:4082.55737 validation_1-mae:5965.01172 [1459] validation_0-mae:4081.96631 validation_1-mae:5964.93018 [1460] validation_0-mae:4080.82690 validation_1-mae:5964.77588 [1461] validation_0-mae:4080.27515 validation_1-mae:5964.74268 [1462] validation_0-mae:4079.58520 validation_1-mae:5964.86475 [1463] validation_0-mae:4079.16650 validation_1-mae:5964.96631 [1464] validation_0-mae:4077.84448 validation_1-mae:5965.75977 [1465] validation_0-mae:4077.00269 validation_1-mae:5965.66797 [1466] validation_0-mae:4075.67944 validation_1-mae:5965.14502 [1467] validation_0-mae:4075.45679 validation_1-mae:5965.22705 [1468] validation_0-mae:4075.25757 validation_1-mae:5965.29932 [1469] validation_0-mae:4074.60132 validation_1-mae:5965.41992 [1470] validation_0-mae:4074.04761 validation_1-mae:5965.14404 [1471] validation_0-mae:4073.39160 validation_1-mae:5965.48828 [1472] validation_0-mae:4072.77637 validation_1-mae:5965.61035 [1473] validation_0-mae:4072.14233 validation_1-mae:5965.73096 [1474] validation_0-mae:4070.79639 validation_1-mae:5966.09766 [1475] validation_0-mae:4070.52417 validation_1-mae:5966.06982 [1476] validation_0-mae:4069.52002 validation_1-mae:5966.12158 [1477] validation_0-mae:4068.06592 validation_1-mae:5966.26953 [1478] validation_0-mae:4067.91724 validation_1-mae:5966.27686 [1479] validation_0-mae:4067.53955 validation_1-mae:5966.79688 [1480] validation_0-mae:4066.35938 validation_1-mae:5966.85596 [1481] validation_0-mae:4065.09692 validation_1-mae:5967.31201 [1482] validation_0-mae:4064.22437 validation_1-mae:5967.41943 [1483] validation_0-mae:4063.33765 validation_1-mae:5967.02295 [1484] validation_0-mae:4062.00879 validation_1-mae:5967.37793 [1485] validation_0-mae:4061.74902 validation_1-mae:5967.43311 [1486] validation_0-mae:4060.27661 validation_1-mae:5967.48682 [1487] validation_0-mae:4058.79688 validation_1-mae:5967.21582 [1488] validation_0-mae:4057.73682 validation_1-mae:5967.37402 [1489] validation_0-mae:4056.90967 validation_1-mae:5967.65723 [1490] validation_0-mae:4055.73901 validation_1-mae:5968.08203 [1491] validation_0-mae:4054.49438 validation_1-mae:5968.42236 [1492] validation_0-mae:4053.82324 validation_1-mae:5968.09912 [1493] validation_0-mae:4052.84521 validation_1-mae:5968.06641 [1494] validation_0-mae:4051.99414 validation_1-mae:5967.92139 [1495] validation_0-mae:4051.06274 validation_1-mae:5967.95312 [1496] validation_0-mae:4050.37280 validation_1-mae:5967.89355 [1497] validation_0-mae:4049.67627 validation_1-mae:5968.32422 [1498] validation_0-mae:4048.93994 validation_1-mae:5968.52246 [1499] validation_0-mae:4048.13281 validation_1-mae:5968.51025 [1500] validation_0-mae:4047.04346 validation_1-mae:5968.16260 [1501] validation_0-mae:4046.77417 validation_1-mae:5968.32324 [1502] validation_0-mae:4046.33203 validation_1-mae:5968.33740 [1503] validation_0-mae:4045.54248 validation_1-mae:5968.33740 [1504] validation_0-mae:4044.18823 validation_1-mae:5968.21045 [1505] validation_0-mae:4042.96729 validation_1-mae:5967.99170 [1506] validation_0-mae:4042.16309 validation_1-mae:5968.03174 [1507] validation_0-mae:4041.39722 validation_1-mae:5967.88281 [1508] validation_0-mae:4040.79224 validation_1-mae:5967.85010 [1509] validation_0-mae:4039.95630 validation_1-mae:5968.04199 [1510] validation_0-mae:4038.68408 validation_1-mae:5967.80664 [1511] validation_0-mae:4038.29224 validation_1-mae:5967.40234 [1512] validation_0-mae:4037.95312 validation_1-mae:5967.26807 [1513] validation_0-mae:4037.14648 validation_1-mae:5967.42529 [1514] validation_0-mae:4036.59619 validation_1-mae:5967.43701 [1515] validation_0-mae:4036.22363 validation_1-mae:5967.40186 [1516] validation_0-mae:4034.99438 validation_1-mae:5967.23389 [1517] validation_0-mae:4033.29004 validation_1-mae:5967.48779 [1518] validation_0-mae:4032.15356 validation_1-mae:5968.17773 [1519] validation_0-mae:4031.13745 validation_1-mae:5968.74072 [1520] validation_0-mae:4030.47168 validation_1-mae:5969.32471 [1521] validation_0-mae:4029.86523 validation_1-mae:5968.90381 [1522] validation_0-mae:4029.41846 validation_1-mae:5969.30566 [1523] validation_0-mae:4027.89087 validation_1-mae:5969.16846 [1524] validation_0-mae:4027.13330 validation_1-mae:5969.69336 [1525] validation_0-mae:4027.04419 validation_1-mae:5969.66699 [1526] validation_0-mae:4026.07983 validation_1-mae:5969.67334 [1527] validation_0-mae:4025.28125 validation_1-mae:5969.47314 [1528] validation_0-mae:4024.63989 validation_1-mae:5969.65186 [1529] validation_0-mae:4023.80908 validation_1-mae:5970.06689 [1530] validation_0-mae:4022.37866 validation_1-mae:5969.22607 [1531] validation_0-mae:4021.19263 validation_1-mae:5969.28906 [1532] validation_0-mae:4020.41431 validation_1-mae:5969.18115 [1533] validation_0-mae:4019.31201 validation_1-mae:5968.98730 [1534] validation_0-mae:4018.17065 validation_1-mae:5968.84863 [1535] validation_0-mae:4017.25317 validation_1-mae:5968.76953 [1536] validation_0-mae:4016.34326 validation_1-mae:5968.82373 [1537] validation_0-mae:4015.77051 validation_1-mae:5968.90772 [1538] validation_0-mae:4014.81396 validation_1-mae:5968.68018 [1539] validation_0-mae:4014.46338 validation_1-mae:5968.54639 [1540] validation_0-mae:4013.61035 validation_1-mae:5968.57031 [1541] validation_0-mae:4012.83887 validation_1-mae:5968.71728 [1542] validation_0-mae:4012.22290 validation_1-mae:5968.87451 [1543] validation_0-mae:4012.01172 validation_1-mae:5969.07227 [1544] validation_0-mae:4011.60034 validation_1-mae:5969.13037 [1545] validation_0-mae:4010.99756 validation_1-mae:5969.26855 [1546] validation_0-mae:4010.19116 validation_1-mae:5969.78516 [1547] validation_0-mae:4009.88867 validation_1-mae:5969.91162 [1548] validation_0-mae:4008.60059 validation_1-mae:5969.97510 [1549] validation_0-mae:4007.73144 validation_1-mae:5969.90283 [1550] validation_0-mae:4006.55420 validation_1-mae:5969.77344 [1551] validation_0-mae:4005.36157 validation_1-mae:5969.96484 [1552] validation_0-mae:4004.47363 validation_1-mae:5969.99707 [1553] validation_0-mae:4004.00781 validation_1-mae:5970.13770 [1554] validation_0-mae:4003.45898 validation_1-mae:5969.97705 [1555] validation_0-mae:4002.97388 validation_1-mae:5969.87549 [1556] validation_0-mae:4001.53760 validation_1-mae:5969.70508 [1557] validation_0-mae:4000.32227 validation_1-mae:5969.95898 [1558] validation_0-mae:4000.30103 validation_1-mae:5969.99512 [1559] validation_0-mae:3999.80811 validation_1-mae:5970.00195 [1560] validation_0-mae:3999.41650 validation_1-mae:5970.12939 [1561] validation_0-mae:3998.66797 validation_1-mae:5970.18652 [1562] validation_0-mae:3997.76367 validation_1-mae:5970.27783 [1563] validation_0-mae:3996.85083 validation_1-mae:5970.48584 [1564] validation_0-mae:3996.77417 validation_1-mae:5970.64307 [1565] validation_0-mae:3996.68652 validation_1-mae:5970.58691 [1566] validation_0-mae:3996.29346 validation_1-mae:5970.52734 [1567] validation_0-mae:3996.25610 validation_1-mae:5970.46191 [1568] validation_0-mae:3995.90601 validation_1-mae:5970.32178 [1569] validation_0-mae:3995.65576 validation_1-mae:5970.23389 [1570] validation_0-mae:3994.76611 validation_1-mae:5970.08838 [1571] validation_0-mae:3994.45312 validation_1-mae:5970.14258 [1572] validation_0-mae:3993.26318 validation_1-mae:5970.50488 [1573] validation_0-mae:3991.81787 validation_1-mae:5971.01465 [1574] validation_0-mae:3990.86182 validation_1-mae:5970.78369 [1575] validation_0-mae:3989.87964 validation_1-mae:5970.78223 [1576] validation_0-mae:3989.06812 validation_1-mae:5970.80762 [1577] validation_0-mae:3988.55566 validation_1-mae:5970.86719 [1578] validation_0-mae:3987.84912 validation_1-mae:5970.86670 [1579] validation_0-mae:3987.09180 validation_1-mae:5970.81885 [1580] validation_0-mae:3986.49463 validation_1-mae:5970.94873 [1581] validation_0-mae:3985.91333 validation_1-mae:5971.02148 [1582] validation_0-mae:3984.52319 validation_1-mae:5970.65625 [1583] validation_0-mae:3983.54810 validation_1-mae:5970.41357 [1584] validation_0-mae:3982.18188 validation_1-mae:5970.14893 [1585] validation_0-mae:3980.99561 validation_1-mae:5969.70752 [1586] validation_0-mae:3979.91528 validation_1-mae:5969.32910 [1587] validation_0-mae:3978.70947 validation_1-mae:5969.29639 [1588] validation_0-mae:3977.72095 validation_1-mae:5969.36328 [1589] validation_0-mae:3976.48608 validation_1-mae:5969.28809 [1590] validation_0-mae:3975.12720 validation_1-mae:5968.46094 [1591] validation_0-mae:3974.41260 validation_1-mae:5968.25635 [1592] validation_0-mae:3973.26782 validation_1-mae:5968.31738 [1593] validation_0-mae:3972.99048 validation_1-mae:5968.55859 [1594] validation_0-mae:3972.26172 validation_1-mae:5968.74463 [1595] validation_0-mae:3971.83472 validation_1-mae:5968.61426 [1596] validation_0-mae:3971.26831 validation_1-mae:5968.51758 [1597] validation_0-mae:3970.30811 validation_1-mae:5969.05469 [1598] validation_0-mae:3969.19287 validation_1-mae:5968.84033 [1599] validation_0-mae:3968.69800 validation_1-mae:5969.37939 [1600] validation_0-mae:3968.20703 validation_1-mae:5969.45557 [1601] validation_0-mae:3967.42895 validation_1-mae:5969.63574 [1602] validation_0-mae:3966.42798 validation_1-mae:5969.42578 [1603] validation_0-mae:3964.83838 validation_1-mae:5969.59619 [1604] validation_0-mae:3964.47705 validation_1-mae:5969.45703 [1605] validation_0-mae:3963.85596 validation_1-mae:5969.54883 [1606] validation_0-mae:3963.12305 validation_1-mae:5969.74023 [1607] validation_0-mae:3962.50513 validation_1-mae:5969.75000 [1608] validation_0-mae:3961.71411 validation_1-mae:5969.61230 [1609] validation_0-mae:3961.11035 validation_1-mae:5969.91406 [1610] validation_0-mae:3960.41992 validation_1-mae:5969.55371 [1611] validation_0-mae:3959.44897 validation_1-mae:5969.24463 [1612] validation_0-mae:3958.76074 validation_1-mae:5968.99561 [1613] validation_0-mae:3957.13379 validation_1-mae:5969.12207 [1614] validation_0-mae:3956.13745 validation_1-mae:5969.45117 [1615] validation_0-mae:3955.56079 validation_1-mae:5969.07617 [1616] validation_0-mae:3954.98901 validation_1-mae:5969.19824 [1617] validation_0-mae:3954.06689 validation_1-mae:5969.34326 [1618] validation_0-mae:3953.69019 validation_1-mae:5969.33643 [1619] validation_0-mae:3952.95239 validation_1-mae:5969.50830 [1620] validation_0-mae:3952.55981 validation_1-mae:5969.51807 [1621] validation_0-mae:3952.43604 validation_1-mae:5969.47363 [1622] validation_0-mae:3951.51611 validation_1-mae:5969.32324 [1623] validation_0-mae:3951.01831 validation_1-mae:5969.42090 [1624] validation_0-mae:3950.44458 validation_1-mae:5969.37939 [1625] validation_0-mae:3949.85181 validation_1-mae:5969.29395 [1626] validation_0-mae:3949.40356 validation_1-mae:5969.53418 [1627] validation_0-mae:3948.99951 validation_1-mae:5969.73535 [1628] validation_0-mae:3947.62573 validation_1-mae:5969.78955 [1629] validation_0-mae:3946.41113 validation_1-mae:5970.39355 [1630] validation_0-mae:3945.02417 validation_1-mae:5970.56885 [1631] validation_0-mae:3944.82202 validation_1-mae:5970.53955 [1632] validation_0-mae:3944.23413 validation_1-mae:5970.34131 [1633] validation_0-mae:3943.50073 validation_1-mae:5971.04883 [1634] validation_0-mae:3942.62524 validation_1-mae:5971.22314 [1635] validation_0-mae:3941.80566 validation_1-mae:5970.94238 [1636] validation_0-mae:3941.21704 validation_1-mae:5971.35889 [1637] validation_0-mae:3940.56909 validation_1-mae:5971.24219 [1638] validation_0-mae:3940.13013 validation_1-mae:5971.35547 [1639] validation_0-mae:3939.64185 validation_1-mae:5971.66357 [1640] validation_0-mae:3939.46118 validation_1-mae:5971.68213 [1641] validation_0-mae:3938.71606 validation_1-mae:5971.77539 [1642] validation_0-mae:3937.76587 validation_1-mae:5971.61768 [1643] validation_0-mae:3937.01440 validation_1-mae:5971.50439 [1644] validation_0-mae:3936.31396 validation_1-mae:5971.59717 [1645] validation_0-mae:3935.57105 validation_1-mae:5971.66064 [1646] validation_0-mae:3935.02759 validation_1-mae:5971.76416 [1647] validation_0-mae:3934.31323 validation_1-mae:5971.70703 [1648] validation_0-mae:3934.08203 validation_1-mae:5971.71484 [1649] validation_0-mae:3933.15771 validation_1-mae:5971.91113 [1650] validation_0-mae:3932.32373 validation_1-mae:5971.80811 [1651] validation_0-mae:3931.86743 validation_1-mae:5972.06787 [1652] validation_0-mae:3931.49512 validation_1-mae:5972.12988 [1653] validation_0-mae:3931.34326 validation_1-mae:5972.06836 [1654] validation_0-mae:3930.91650 validation_1-mae:5972.08447 [1655] validation_0-mae:3930.56348 validation_1-mae:5972.12500 [1656] validation_0-mae:3930.08008 validation_1-mae:5972.28125 [1657] validation_0-mae:3929.51001 validation_1-mae:5972.66650 [1658] validation_0-mae:3928.18774 validation_1-mae:5972.46240 [1659] validation_0-mae:3927.22730 validation_1-mae:5972.40918 [1660] validation_0-mae:3925.93140 validation_1-mae:5972.07666 [1661] validation_0-mae:3925.32910 validation_1-mae:5972.28467 [1662] validation_0-mae:3924.59888 validation_1-mae:5971.92822 [1663] validation_0-mae:3923.27051 validation_1-mae:5972.27588 [1664] validation_0-mae:3922.14941 validation_1-mae:5971.90137 [1665] validation_0-mae:3921.48901 validation_1-mae:5971.73828 [1666] validation_0-mae:3920.86206 validation_1-mae:5971.78174 [1667] validation_0-mae:3919.78345 validation_1-mae:5971.11572 [1668] validation_0-mae:3919.08228 validation_1-mae:5971.12402 [1669] validation_0-mae:3918.68042 validation_1-mae:5971.40039 [1670] validation_0-mae:3917.41016 validation_1-mae:5971.55713 [1671] validation_0-mae:3916.05786 validation_1-mae:5971.86377 [1672] validation_0-mae:3915.51953 validation_1-mae:5971.99121 [1673] validation_0-mae:3914.79224 validation_1-mae:5972.16699 [1674] validation_0-mae:3913.83423 validation_1-mae:5972.08008 [1675] validation_0-mae:3912.88843 validation_1-mae:5971.80273 [1676] validation_0-mae:3912.01489 validation_1-mae:5971.78955 [1677] validation_0-mae:3910.71191 validation_1-mae:5971.77393 [1678] validation_0-mae:3909.41894 validation_1-mae:5971.07910 [1679] validation_0-mae:3908.94141 validation_1-mae:5971.20996 [1680] validation_0-mae:3907.71436 validation_1-mae:5971.16357 [1681] validation_0-mae:3906.61133 validation_1-mae:5970.92188 [1682] validation_0-mae:3905.47754 validation_1-mae:5971.31738 [1683] validation_0-mae:3904.62134 validation_1-mae:5971.41504 [1684] validation_0-mae:3903.59814 validation_1-mae:5970.93066 [1685] validation_0-mae:3902.29346 validation_1-mae:5970.96387 [1686] validation_0-mae:3900.92334 validation_1-mae:5971.44189 [1687] validation_0-mae:3900.12378 validation_1-mae:5971.58936 [1688] validation_0-mae:3899.21606 validation_1-mae:5971.63867 [1689] validation_0-mae:3898.29248 validation_1-mae:5971.13623 [1690] validation_0-mae:3897.57007 validation_1-mae:5971.10010 [1691] validation_0-mae:3896.71411 validation_1-mae:5971.36963 [1692] validation_0-mae:3895.65674 validation_1-mae:5971.82959 [1693] validation_0-mae:3894.49878 validation_1-mae:5972.35059 [1694] validation_0-mae:3893.56299 validation_1-mae:5972.11865 [1695] validation_0-mae:3892.66675 validation_1-mae:5971.97363 [1696] validation_0-mae:3891.61304 validation_1-mae:5971.99463 [1697] validation_0-mae:3891.15381 validation_1-mae:5972.41797 [1698] validation_0-mae:3890.46924 validation_1-mae:5972.49170 [1699] validation_0-mae:3889.94287 validation_1-mae:5972.64404 Dropping: grza [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.97461 validation_1-mae:9623.92090 [14] validation_0-mae:9418.90527 validation_1-mae:9233.26269 [15] validation_0-mae:9084.41894 validation_1-mae:8905.83496 [16] validation_0-mae:8802.76660 validation_1-mae:8634.42578 [17] validation_0-mae:8567.56836 validation_1-mae:8409.99414 [18] validation_0-mae:8374.73828 validation_1-mae:8221.81543 [19] validation_0-mae:8211.97070 validation_1-mae:8068.87695 [20] validation_0-mae:8069.25439 validation_1-mae:7937.74072 [21] validation_0-mae:7944.89600 validation_1-mae:7829.82129 [22] validation_0-mae:7846.75684 validation_1-mae:7743.39453 [23] validation_0-mae:7760.49268 validation_1-mae:7674.26562 [24] validation_0-mae:7676.77881 validation_1-mae:7595.91943 [25] validation_0-mae:7604.22461 validation_1-mae:7532.59863 [26] validation_0-mae:7548.76904 validation_1-mae:7485.81397 [27] validation_0-mae:7488.48926 validation_1-mae:7431.78418 [28] validation_0-mae:7439.25342 validation_1-mae:7390.69434 [29] validation_0-mae:7397.08154 validation_1-mae:7356.52148 [30] validation_0-mae:7361.37988 validation_1-mae:7326.05664 [31] validation_0-mae:7320.82324 validation_1-mae:7289.51660 [32] validation_0-mae:7292.41406 validation_1-mae:7271.87695 [33] validation_0-mae:7264.21289 validation_1-mae:7250.83545 [34] validation_0-mae:7233.89893 validation_1-mae:7230.87695 [35] validation_0-mae:7202.42920 validation_1-mae:7206.23340 [36] validation_0-mae:7185.20361 validation_1-mae:7192.81885 [37] validation_0-mae:7167.49853 validation_1-mae:7182.80273 [38] validation_0-mae:7142.06152 validation_1-mae:7161.30420 [39] validation_0-mae:7120.70898 validation_1-mae:7144.16846 [40] validation_0-mae:7102.88379 validation_1-mae:7133.79980 [41] validation_0-mae:7086.71875 validation_1-mae:7121.18848 [42] validation_0-mae:7069.59863 validation_1-mae:7110.44629 [43] validation_0-mae:7049.54834 validation_1-mae:7096.64697 [44] validation_0-mae:7037.07080 validation_1-mae:7085.85986 [45] validation_0-mae:7011.81006 validation_1-mae:7065.41650 [46] validation_0-mae:6988.37256 validation_1-mae:7045.61768 [47] validation_0-mae:6972.49414 validation_1-mae:7037.54980 [48] validation_0-mae:6947.80811 validation_1-mae:7019.07324 [49] validation_0-mae:6933.62598 validation_1-mae:7009.02051 [50] validation_0-mae:6915.70508 validation_1-mae:6996.09180 [51] validation_0-mae:6900.52295 validation_1-mae:6983.82568 [52] validation_0-mae:6889.55273 validation_1-mae:6978.42822 [53] validation_0-mae:6875.63672 validation_1-mae:6968.88770 [54] validation_0-mae:6865.33887 validation_1-mae:6964.46631 [55] validation_0-mae:6847.65918 validation_1-mae:6948.92627 [56] validation_0-mae:6830.95508 validation_1-mae:6934.46240 [57] validation_0-mae:6822.23047 validation_1-mae:6930.32910 [58] validation_0-mae:6810.78662 validation_1-mae:6919.83691 [59] validation_0-mae:6795.55176 validation_1-mae:6906.49268 [60] validation_0-mae:6783.24268 validation_1-mae:6895.60498 [61] validation_0-mae:6770.07471 validation_1-mae:6887.04199 [62] validation_0-mae:6758.66113 validation_1-mae:6879.76318 [63] validation_0-mae:6750.28662 validation_1-mae:6872.29883 [64] validation_0-mae:6736.55908 validation_1-mae:6864.87256 [65] validation_0-mae:6724.63379 validation_1-mae:6855.15186 [66] validation_0-mae:6714.38867 validation_1-mae:6847.50000 [67] validation_0-mae:6697.21875 validation_1-mae:6832.19385 [68] validation_0-mae:6684.79541 validation_1-mae:6822.58545 [69] validation_0-mae:6677.14160 validation_1-mae:6816.17725 [70] validation_0-mae:6668.42969 validation_1-mae:6809.85059 [71] validation_0-mae:6655.24805 validation_1-mae:6799.60693 [72] validation_0-mae:6643.36182 validation_1-mae:6790.17285 [73] validation_0-mae:6635.54590 validation_1-mae:6783.91455 [74] validation_0-mae:6621.15918 validation_1-mae:6772.56201 [75] validation_0-mae:6613.96777 validation_1-mae:6768.87158 [76] validation_0-mae:6605.22998 validation_1-mae:6764.41895 [77] validation_0-mae:6595.77393 validation_1-mae:6756.66992 [78] validation_0-mae:6585.64648 validation_1-mae:6748.35547 [79] validation_0-mae:6575.98682 validation_1-mae:6743.18555 [80] validation_0-mae:6567.26465 validation_1-mae:6737.26514 [81] validation_0-mae:6555.80371 validation_1-mae:6729.45410 [82] validation_0-mae:6550.02246 validation_1-mae:6726.90186 [83] validation_0-mae:6539.61426 validation_1-mae:6718.56397 [84] validation_0-mae:6529.26709 validation_1-mae:6709.17871 [85] validation_0-mae:6518.99121 validation_1-mae:6702.52783 [86] validation_0-mae:6511.02002 validation_1-mae:6698.24268 [87] validation_0-mae:6506.43018 validation_1-mae:6695.27441 [88] validation_0-mae:6496.45996 validation_1-mae:6689.20117 [89] validation_0-mae:6489.98047 validation_1-mae:6684.66602 [90] validation_0-mae:6485.85938 validation_1-mae:6680.86279 [91] validation_0-mae:6474.38037 validation_1-mae:6671.54834 [92] validation_0-mae:6465.73877 validation_1-mae:6667.17041 [93] validation_0-mae:6461.65039 validation_1-mae:6664.98535 [94] validation_0-mae:6454.59228 validation_1-mae:6660.19824 [95] validation_0-mae:6444.29736 validation_1-mae:6651.68897 [96] validation_0-mae:6433.25049 validation_1-mae:6643.35645 [97] validation_0-mae:6422.86914 validation_1-mae:6637.97070 [98] validation_0-mae:6418.43555 validation_1-mae:6635.47705 [99] validation_0-mae:6412.31103 validation_1-mae:6630.73389 [100] validation_0-mae:6405.91699 validation_1-mae:6627.83789 [101] validation_0-mae:6395.82764 validation_1-mae:6620.75586 [102] validation_0-mae:6394.11621 validation_1-mae:6619.03955 [103] validation_0-mae:6388.54297 validation_1-mae:6616.87500 [104] validation_0-mae:6382.18311 validation_1-mae:6613.22803 [105] validation_0-mae:6375.38623 validation_1-mae:6609.18799 [106] validation_0-mae:6369.09033 validation_1-mae:6605.25732 [107] validation_0-mae:6367.33594 validation_1-mae:6603.89502 [108] validation_0-mae:6361.94141 validation_1-mae:6599.58057 [109] validation_0-mae:6355.33154 validation_1-mae:6595.30518 [110] validation_0-mae:6347.68066 validation_1-mae:6589.10742 [111] validation_0-mae:6340.60352 validation_1-mae:6582.28174 [112] validation_0-mae:6333.18994 validation_1-mae:6577.39746 [113] validation_0-mae:6329.20605 validation_1-mae:6574.92285 [114] validation_0-mae:6324.17920 validation_1-mae:6572.37549 [115] validation_0-mae:6320.04590 validation_1-mae:6568.94531 [116] validation_0-mae:6313.00244 validation_1-mae:6564.61182 [117] validation_0-mae:6305.18945 validation_1-mae:6560.99365 [118] validation_0-mae:6301.41504 validation_1-mae:6559.26953 [119] validation_0-mae:6295.75391 validation_1-mae:6557.26318 [120] validation_0-mae:6293.81787 validation_1-mae:6556.94287 [121] validation_0-mae:6287.77783 validation_1-mae:6553.32666 [122] validation_0-mae:6282.57666 validation_1-mae:6550.37988 [123] validation_0-mae:6277.12207 validation_1-mae:6546.83105 [124] validation_0-mae:6271.29150 validation_1-mae:6542.55908 [125] validation_0-mae:6266.40430 validation_1-mae:6541.37158 [126] validation_0-mae:6262.64844 validation_1-mae:6539.56397 [127] validation_0-mae:6259.46533 validation_1-mae:6536.75977 [128] validation_0-mae:6254.23047 validation_1-mae:6531.37109 [129] validation_0-mae:6248.29248 validation_1-mae:6529.36621 [130] validation_0-mae:6245.09326 validation_1-mae:6527.37695 [131] validation_0-mae:6236.65039 validation_1-mae:6520.26660 [132] validation_0-mae:6231.42725 validation_1-mae:6520.12842 [133] validation_0-mae:6224.96338 validation_1-mae:6517.23389 [134] validation_0-mae:6222.10107 validation_1-mae:6514.38330 [135] validation_0-mae:6213.22656 validation_1-mae:6508.21289 [136] validation_0-mae:6209.01025 validation_1-mae:6505.24805 [137] validation_0-mae:6204.74658 validation_1-mae:6504.12158 [138] validation_0-mae:6200.22705 validation_1-mae:6501.03467 [139] validation_0-mae:6198.81299 validation_1-mae:6500.67969 [140] validation_0-mae:6195.04297 validation_1-mae:6497.90137 [141] validation_0-mae:6190.86963 validation_1-mae:6495.36523 [142] validation_0-mae:6182.06445 validation_1-mae:6488.55957 [143] validation_0-mae:6177.30762 validation_1-mae:6486.85986 [144] validation_0-mae:6174.07861 validation_1-mae:6484.41699 [145] validation_0-mae:6169.07129 validation_1-mae:6481.46631 [146] validation_0-mae:6159.64355 validation_1-mae:6473.74121 [147] validation_0-mae:6155.70020 validation_1-mae:6471.11475 [148] validation_0-mae:6151.97168 validation_1-mae:6468.00586 [149] validation_0-mae:6147.79785 validation_1-mae:6466.57422 [150] validation_0-mae:6144.28711 validation_1-mae:6463.96338 [151] validation_0-mae:6140.68897 validation_1-mae:6462.91309 [152] validation_0-mae:6138.67139 validation_1-mae:6461.94092 [153] validation_0-mae:6136.79590 validation_1-mae:6459.87647 [154] validation_0-mae:6131.53272 validation_1-mae:6457.49853 [155] validation_0-mae:6126.16113 validation_1-mae:6454.97803 [156] validation_0-mae:6123.80176 validation_1-mae:6453.72559 [157] validation_0-mae:6119.29199 validation_1-mae:6450.32080 [158] validation_0-mae:6115.83496 validation_1-mae:6448.14600 [159] validation_0-mae:6110.90283 validation_1-mae:6445.15137 [160] validation_0-mae:6108.05615 validation_1-mae:6445.12109 [161] validation_0-mae:6103.99170 validation_1-mae:6442.16016 [162] validation_0-mae:6102.78662 validation_1-mae:6441.69043 [163] validation_0-mae:6098.30908 validation_1-mae:6439.63818 [164] validation_0-mae:6094.81543 validation_1-mae:6437.68848 [165] validation_0-mae:6087.22266 validation_1-mae:6430.28809 [166] validation_0-mae:6083.57715 validation_1-mae:6429.17871 [167] validation_0-mae:6080.23438 validation_1-mae:6426.86621 [168] validation_0-mae:6074.90967 validation_1-mae:6423.58691 [169] validation_0-mae:6069.93457 validation_1-mae:6420.88916 [170] validation_0-mae:6066.18750 validation_1-mae:6418.27100 [171] validation_0-mae:6063.32080 validation_1-mae:6417.08496 [172] validation_0-mae:6059.40918 validation_1-mae:6415.60889 [173] validation_0-mae:6056.90430 validation_1-mae:6415.87744 [174] validation_0-mae:6052.29346 validation_1-mae:6413.86377 [175] validation_0-mae:6050.67676 validation_1-mae:6413.68994 [176] validation_0-mae:6044.90283 validation_1-mae:6410.27978 [177] validation_0-mae:6042.30371 validation_1-mae:6409.45898 [178] validation_0-mae:6039.52051 validation_1-mae:6408.20703 [179] validation_0-mae:6036.12695 validation_1-mae:6406.80566 [180] validation_0-mae:6035.30078 validation_1-mae:6406.03174 [181] validation_0-mae:6032.96973 validation_1-mae:6405.14062 [182] validation_0-mae:6028.88965 validation_1-mae:6403.52734 [183] validation_0-mae:6023.07227 validation_1-mae:6399.66699 [184] validation_0-mae:6019.53613 validation_1-mae:6397.60938 [185] validation_0-mae:6016.35791 validation_1-mae:6395.67578 [186] validation_0-mae:6011.16113 validation_1-mae:6393.32324 [187] validation_0-mae:6009.61230 validation_1-mae:6392.18945 [188] validation_0-mae:6006.39404 validation_1-mae:6392.39404 [189] validation_0-mae:6002.28662 validation_1-mae:6390.78613 [190] validation_0-mae:6000.37647 validation_1-mae:6390.32227 [191] validation_0-mae:5997.63135 validation_1-mae:6389.44629 [192] validation_0-mae:5990.77051 validation_1-mae:6385.40137 [193] validation_0-mae:5987.46240 validation_1-mae:6384.96387 [194] validation_0-mae:5985.20898 validation_1-mae:6384.48633 [195] validation_0-mae:5981.80908 validation_1-mae:6382.80518 [196] validation_0-mae:5979.39893 validation_1-mae:6381.11719 [197] validation_0-mae:5977.95947 validation_1-mae:6380.78662 [198] validation_0-mae:5974.25439 validation_1-mae:6379.28906 [199] validation_0-mae:5966.99268 validation_1-mae:6374.27197 [200] validation_0-mae:5964.24170 validation_1-mae:6373.06934 [201] validation_0-mae:5958.63770 validation_1-mae:6370.08154 [202] validation_0-mae:5953.44482 validation_1-mae:6367.95801 [203] validation_0-mae:5951.57227 validation_1-mae:6366.89453 [204] validation_0-mae:5950.27783 validation_1-mae:6367.22559 [205] validation_0-mae:5948.66016 validation_1-mae:6365.89258 [206] validation_0-mae:5946.13135 validation_1-mae:6365.77637 [207] validation_0-mae:5941.92285 validation_1-mae:6363.99463 [208] validation_0-mae:5938.74609 validation_1-mae:6363.59619 [209] validation_0-mae:5935.40039 validation_1-mae:6361.36426 [210] validation_0-mae:5933.86816 validation_1-mae:6360.64355 [211] validation_0-mae:5929.56348 validation_1-mae:6359.04346 [212] validation_0-mae:5922.52637 validation_1-mae:6353.65674 [213] validation_0-mae:5918.88232 validation_1-mae:6353.16113 [214] validation_0-mae:5912.71387 validation_1-mae:6348.24756 [215] validation_0-mae:5909.92871 validation_1-mae:6347.44238 [216] validation_0-mae:5906.71338 validation_1-mae:6345.65820 [217] validation_0-mae:5902.84082 validation_1-mae:6343.86084 [218] validation_0-mae:5899.93408 validation_1-mae:6342.98096 [219] validation_0-mae:5896.20215 validation_1-mae:6340.94189 [220] validation_0-mae:5893.73633 validation_1-mae:6340.07666 [221] validation_0-mae:5891.74072 validation_1-mae:6339.40723 [222] validation_0-mae:5887.61035 validation_1-mae:6340.13574 [223] validation_0-mae:5885.93311 validation_1-mae:6338.97949 [224] validation_0-mae:5881.59717 validation_1-mae:6336.83789 [225] validation_0-mae:5878.90918 validation_1-mae:6334.71045 [226] validation_0-mae:5872.54492 validation_1-mae:6331.17432 [227] validation_0-mae:5869.45410 validation_1-mae:6330.82031 [228] validation_0-mae:5867.63965 validation_1-mae:6330.13428 [229] validation_0-mae:5865.18848 validation_1-mae:6329.26904 [230] validation_0-mae:5863.77734 validation_1-mae:6328.44775 [231] validation_0-mae:5862.96094 validation_1-mae:6328.69189 [232] validation_0-mae:5860.61182 validation_1-mae:6329.57959 [233] validation_0-mae:5858.49268 validation_1-mae:6328.69775 [234] validation_0-mae:5857.24561 validation_1-mae:6328.94141 [235] validation_0-mae:5855.12598 validation_1-mae:6328.13721 [236] validation_0-mae:5848.73193 validation_1-mae:6326.27637 [237] validation_0-mae:5845.60693 validation_1-mae:6324.88330 [238] validation_0-mae:5843.33252 validation_1-mae:6325.07373 [239] validation_0-mae:5840.43603 validation_1-mae:6323.33496 [240] validation_0-mae:5838.20459 validation_1-mae:6322.73584 [241] validation_0-mae:5836.88037 validation_1-mae:6323.40234 [242] validation_0-mae:5831.64502 validation_1-mae:6320.43652 [243] validation_0-mae:5827.61230 validation_1-mae:6318.31543 [244] validation_0-mae:5823.06006 validation_1-mae:6316.39209 [245] validation_0-mae:5820.14111 validation_1-mae:6313.19482 [246] validation_0-mae:5817.42188 validation_1-mae:6311.88135 [247] validation_0-mae:5814.67188 validation_1-mae:6311.60742 [248] validation_0-mae:5811.88721 validation_1-mae:6309.40674 [249] validation_0-mae:5807.82764 validation_1-mae:6307.50928 [250] validation_0-mae:5804.49414 validation_1-mae:6305.55273 [251] validation_0-mae:5802.62891 validation_1-mae:6305.44922 [252] validation_0-mae:5801.32373 validation_1-mae:6304.92041 [253] validation_0-mae:5799.94287 validation_1-mae:6303.77881 [254] validation_0-mae:5791.96631 validation_1-mae:6298.07617 [255] validation_0-mae:5791.38477 validation_1-mae:6298.16553 [256] validation_0-mae:5788.21240 validation_1-mae:6296.82715 [257] validation_0-mae:5785.74414 validation_1-mae:6296.17383 [258] validation_0-mae:5782.64453 validation_1-mae:6295.65088 [259] validation_0-mae:5778.84180 validation_1-mae:6293.85889 [260] validation_0-mae:5775.68066 validation_1-mae:6292.66406 [261] validation_0-mae:5774.38232 validation_1-mae:6291.27978 [262] validation_0-mae:5771.32959 validation_1-mae:6290.00147 [263] validation_0-mae:5768.27002 validation_1-mae:6288.57568 [264] validation_0-mae:5767.03369 validation_1-mae:6288.78613 [265] validation_0-mae:5766.12744 validation_1-mae:6288.60742 [266] validation_0-mae:5760.59033 validation_1-mae:6286.79590 [267] validation_0-mae:5757.07178 validation_1-mae:6285.80957 [268] validation_0-mae:5753.09619 validation_1-mae:6283.70117 [269] validation_0-mae:5751.75293 validation_1-mae:6282.94434 [270] validation_0-mae:5749.50342 validation_1-mae:6282.22363 [271] validation_0-mae:5746.82080 validation_1-mae:6281.54443 [272] validation_0-mae:5744.59082 validation_1-mae:6281.81055 [273] validation_0-mae:5742.44287 validation_1-mae:6281.32324 [274] validation_0-mae:5739.49463 validation_1-mae:6279.97070 [275] validation_0-mae:5735.90918 validation_1-mae:6277.46191 [276] validation_0-mae:5732.31103 validation_1-mae:6274.57373 [277] validation_0-mae:5730.28076 validation_1-mae:6274.07666 [278] validation_0-mae:5729.24951 validation_1-mae:6274.37402 [279] validation_0-mae:5727.57471 validation_1-mae:6273.66455 [280] validation_0-mae:5727.32031 validation_1-mae:6273.70410 [281] validation_0-mae:5726.27832 validation_1-mae:6273.04053 [282] validation_0-mae:5721.85889 validation_1-mae:6270.72510 [283] validation_0-mae:5716.54102 validation_1-mae:6267.95801 [284] validation_0-mae:5713.59180 validation_1-mae:6265.74072 [285] validation_0-mae:5709.91455 validation_1-mae:6266.24951 [286] validation_0-mae:5707.00293 validation_1-mae:6265.07715 [287] validation_0-mae:5704.61719 validation_1-mae:6265.51709 [288] validation_0-mae:5701.66309 validation_1-mae:6263.76660 [289] validation_0-mae:5698.58252 validation_1-mae:6263.08057 [290] validation_0-mae:5694.42285 validation_1-mae:6261.36865 [291] validation_0-mae:5692.54834 validation_1-mae:6261.73389 [292] validation_0-mae:5691.16016 validation_1-mae:6261.12549 [293] validation_0-mae:5689.44922 validation_1-mae:6261.25586 [294] validation_0-mae:5688.64941 validation_1-mae:6261.49707 [295] validation_0-mae:5686.45508 validation_1-mae:6260.85547 [296] validation_0-mae:5682.97217 validation_1-mae:6259.19238 [297] validation_0-mae:5680.42578 validation_1-mae:6258.67627 [298] validation_0-mae:5679.28613 validation_1-mae:6257.89307 [299] validation_0-mae:5677.90918 validation_1-mae:6257.22510 [300] validation_0-mae:5676.55420 validation_1-mae:6256.66113 [301] validation_0-mae:5674.91406 validation_1-mae:6256.09424 [302] validation_0-mae:5672.41650 validation_1-mae:6254.23193 [303] validation_0-mae:5669.34033 validation_1-mae:6254.30420 [304] validation_0-mae:5666.46777 validation_1-mae:6253.18213 [305] validation_0-mae:5665.23730 validation_1-mae:6252.99268 [306] validation_0-mae:5663.68555 validation_1-mae:6252.88281 [307] validation_0-mae:5660.56055 validation_1-mae:6252.30176 [308] validation_0-mae:5655.90039 validation_1-mae:6250.33496 [309] validation_0-mae:5653.86621 validation_1-mae:6250.01074 [310] validation_0-mae:5651.97754 validation_1-mae:6248.79980 [311] validation_0-mae:5649.14746 validation_1-mae:6247.52734 [312] validation_0-mae:5648.39160 validation_1-mae:6247.47412 [313] validation_0-mae:5648.04395 validation_1-mae:6247.22363 [314] validation_0-mae:5646.36133 validation_1-mae:6246.51367 [315] validation_0-mae:5645.35400 validation_1-mae:6246.36328 [316] validation_0-mae:5643.80859 validation_1-mae:6246.05811 [317] validation_0-mae:5641.26758 validation_1-mae:6245.51416 [318] validation_0-mae:5638.49170 validation_1-mae:6245.32715 [319] validation_0-mae:5636.93603 validation_1-mae:6245.40381 [320] validation_0-mae:5633.54102 validation_1-mae:6243.43750 [321] validation_0-mae:5631.21436 validation_1-mae:6243.13867 [322] validation_0-mae:5628.42334 validation_1-mae:6242.37939 [323] validation_0-mae:5626.37500 validation_1-mae:6241.95654 [324] validation_0-mae:5623.27441 validation_1-mae:6240.25977 [325] validation_0-mae:5618.35742 validation_1-mae:6236.27197 [326] validation_0-mae:5616.35254 validation_1-mae:6236.20752 [327] validation_0-mae:5613.84131 validation_1-mae:6235.35254 [328] validation_0-mae:5612.16797 validation_1-mae:6234.87451 [329] validation_0-mae:5610.64697 validation_1-mae:6234.64746 [330] validation_0-mae:5607.91211 validation_1-mae:6233.88623 [331] validation_0-mae:5605.51855 validation_1-mae:6233.43897 [332] validation_0-mae:5603.11279 validation_1-mae:6231.50439 [333] validation_0-mae:5601.84522 validation_1-mae:6231.12109 [334] validation_0-mae:5599.14551 validation_1-mae:6230.03369 [335] validation_0-mae:5595.83447 validation_1-mae:6227.35156 [336] validation_0-mae:5594.38818 validation_1-mae:6226.61133 [337] validation_0-mae:5593.02100 validation_1-mae:6225.95117 [338] validation_0-mae:5591.06738 validation_1-mae:6225.37598 [339] validation_0-mae:5588.88770 validation_1-mae:6225.64648 [340] validation_0-mae:5586.55908 validation_1-mae:6224.89746 [341] validation_0-mae:5584.92334 validation_1-mae:6224.86328 [342] validation_0-mae:5583.92529 validation_1-mae:6224.79297 [343] validation_0-mae:5582.02051 validation_1-mae:6224.41895 [344] validation_0-mae:5580.09570 validation_1-mae:6223.26123 [345] validation_0-mae:5577.71728 validation_1-mae:6222.32275 [346] validation_0-mae:5574.94336 validation_1-mae:6221.75928 [347] validation_0-mae:5573.88867 validation_1-mae:6221.56397 [348] validation_0-mae:5571.60254 validation_1-mae:6218.81982 [349] validation_0-mae:5567.77930 validation_1-mae:6217.18799 [350] validation_0-mae:5566.65381 validation_1-mae:6217.35205 [351] validation_0-mae:5564.48828 validation_1-mae:6215.29199 [352] validation_0-mae:5561.79346 validation_1-mae:6213.92432 [353] validation_0-mae:5558.26465 validation_1-mae:6212.70508 [354] validation_0-mae:5555.64307 validation_1-mae:6212.06055 [355] validation_0-mae:5553.83447 validation_1-mae:6211.83301 [356] validation_0-mae:5551.63672 validation_1-mae:6211.75293 [357] validation_0-mae:5550.93506 validation_1-mae:6211.84131 [358] validation_0-mae:5548.21143 validation_1-mae:6210.25195 [359] validation_0-mae:5546.49170 validation_1-mae:6209.59668 [360] validation_0-mae:5543.60938 validation_1-mae:6209.38818 [361] validation_0-mae:5539.39941 validation_1-mae:6207.66113 [362] validation_0-mae:5537.38232 validation_1-mae:6206.58203 [363] validation_0-mae:5534.15869 validation_1-mae:6204.99609 [364] validation_0-mae:5530.71191 validation_1-mae:6203.14941 [365] validation_0-mae:5529.27539 validation_1-mae:6202.99121 [366] validation_0-mae:5527.11377 validation_1-mae:6201.16260 [367] validation_0-mae:5525.78613 validation_1-mae:6200.30420 [368] validation_0-mae:5523.61670 validation_1-mae:6198.84863 [369] validation_0-mae:5521.67529 validation_1-mae:6199.48877 [370] validation_0-mae:5516.86084 validation_1-mae:6198.99268 [371] validation_0-mae:5514.24756 validation_1-mae:6198.17432 [372] validation_0-mae:5513.13379 validation_1-mae:6197.93848 [373] validation_0-mae:5509.48535 validation_1-mae:6197.44971 [374] validation_0-mae:5507.63281 validation_1-mae:6198.25293 [375] validation_0-mae:5506.86816 validation_1-mae:6197.65332 [376] validation_0-mae:5504.66357 validation_1-mae:6196.80029 [377] validation_0-mae:5503.77295 validation_1-mae:6196.79199 [378] validation_0-mae:5500.47900 validation_1-mae:6195.11865 [379] validation_0-mae:5498.74268 validation_1-mae:6193.87647 [380] validation_0-mae:5497.51562 validation_1-mae:6193.27246 [381] validation_0-mae:5495.25439 validation_1-mae:6192.14160 [382] validation_0-mae:5492.67578 validation_1-mae:6191.44434 [383] validation_0-mae:5491.88525 validation_1-mae:6190.92139 [384] validation_0-mae:5489.69531 validation_1-mae:6190.21533 [385] validation_0-mae:5489.06152 validation_1-mae:6189.91113 [386] validation_0-mae:5484.43799 validation_1-mae:6186.63330 [387] validation_0-mae:5479.57617 validation_1-mae:6184.27100 [388] validation_0-mae:5477.86621 validation_1-mae:6183.06885 [389] validation_0-mae:5475.12988 validation_1-mae:6182.38330 [390] validation_0-mae:5473.49658 validation_1-mae:6182.01904 [391] validation_0-mae:5471.27100 validation_1-mae:6181.19287 [392] validation_0-mae:5467.94336 validation_1-mae:6179.87842 [393] validation_0-mae:5466.42236 validation_1-mae:6179.37744 [394] validation_0-mae:5463.70654 validation_1-mae:6179.16162 [395] validation_0-mae:5461.26367 validation_1-mae:6178.73389 [396] validation_0-mae:5460.47656 validation_1-mae:6178.78564 [397] validation_0-mae:5458.11230 validation_1-mae:6177.94287 [398] validation_0-mae:5457.59717 validation_1-mae:6177.62012 [399] validation_0-mae:5455.47803 validation_1-mae:6176.80469 [400] validation_0-mae:5452.16406 validation_1-mae:6175.50293 [401] validation_0-mae:5451.16309 validation_1-mae:6175.12842 [402] validation_0-mae:5449.44141 validation_1-mae:6174.84375 [403] validation_0-mae:5447.00195 validation_1-mae:6172.94727 [404] validation_0-mae:5445.05859 validation_1-mae:6171.45605 [405] validation_0-mae:5443.35986 validation_1-mae:6171.92480 [406] validation_0-mae:5438.57275 validation_1-mae:6169.95605 [407] validation_0-mae:5436.35107 validation_1-mae:6168.74609 [408] validation_0-mae:5434.42139 validation_1-mae:6168.70410 [409] validation_0-mae:5432.41064 validation_1-mae:6167.93408 [410] validation_0-mae:5429.77978 validation_1-mae:6167.17480 [411] validation_0-mae:5427.05127 validation_1-mae:6166.05713 [412] validation_0-mae:5426.31592 validation_1-mae:6165.76611 [413] validation_0-mae:5425.39404 validation_1-mae:6165.43311 [414] validation_0-mae:5423.84619 validation_1-mae:6164.76318 [415] validation_0-mae:5423.47412 validation_1-mae:6164.41992 [416] validation_0-mae:5422.84326 validation_1-mae:6163.81592 [417] validation_0-mae:5420.91113 validation_1-mae:6163.37353 [418] validation_0-mae:5418.12744 validation_1-mae:6161.84668 [419] validation_0-mae:5416.07861 validation_1-mae:6161.18603 [420] validation_0-mae:5414.17920 validation_1-mae:6160.53564 [421] validation_0-mae:5413.93652 validation_1-mae:6160.56494 [422] validation_0-mae:5412.72119 validation_1-mae:6160.55908 [423] validation_0-mae:5410.34619 validation_1-mae:6160.26074 [424] validation_0-mae:5408.34522 validation_1-mae:6159.48926 [425] validation_0-mae:5406.54785 validation_1-mae:6159.84961 [426] validation_0-mae:5403.59961 validation_1-mae:6160.13916 [427] validation_0-mae:5402.11768 validation_1-mae:6159.63916 [428] validation_0-mae:5399.47412 validation_1-mae:6158.87402 [429] validation_0-mae:5396.15967 validation_1-mae:6157.19531 [430] validation_0-mae:5392.52344 validation_1-mae:6156.68848 [431] validation_0-mae:5389.06885 validation_1-mae:6156.09814 [432] validation_0-mae:5386.16113 validation_1-mae:6154.83301 [433] validation_0-mae:5384.75000 validation_1-mae:6154.42871 [434] validation_0-mae:5382.37207 validation_1-mae:6153.30811 [435] validation_0-mae:5379.33691 validation_1-mae:6152.01709 [436] validation_0-mae:5378.16943 validation_1-mae:6152.34473 [437] validation_0-mae:5374.91455 validation_1-mae:6151.21436 [438] validation_0-mae:5372.95215 validation_1-mae:6150.64355 [439] validation_0-mae:5369.61426 validation_1-mae:6149.64355 [440] validation_0-mae:5366.98584 validation_1-mae:6149.16357 [441] validation_0-mae:5366.50049 validation_1-mae:6149.17627 [442] validation_0-mae:5366.01807 validation_1-mae:6148.95801 [443] validation_0-mae:5365.25195 validation_1-mae:6148.80127 [444] validation_0-mae:5362.81397 validation_1-mae:6147.95801 [445] validation_0-mae:5361.01709 validation_1-mae:6148.02246 [446] validation_0-mae:5359.14551 validation_1-mae:6147.33984 [447] validation_0-mae:5357.39697 validation_1-mae:6147.30469 [448] validation_0-mae:5354.01123 validation_1-mae:6146.16797 [449] validation_0-mae:5351.24707 validation_1-mae:6144.26660 [450] validation_0-mae:5350.95752 validation_1-mae:6144.14844 [451] validation_0-mae:5347.81934 validation_1-mae:6142.42285 [452] validation_0-mae:5346.70264 validation_1-mae:6141.61865 [453] validation_0-mae:5344.27295 validation_1-mae:6140.72559 [454] validation_0-mae:5342.04980 validation_1-mae:6141.01221 [455] validation_0-mae:5339.38867 validation_1-mae:6139.79150 [456] validation_0-mae:5336.70752 validation_1-mae:6139.02930 [457] validation_0-mae:5333.40772 validation_1-mae:6138.60693 [458] validation_0-mae:5331.22412 validation_1-mae:6138.51318 [459] validation_0-mae:5328.60889 validation_1-mae:6138.40527 [460] validation_0-mae:5326.89990 validation_1-mae:6138.17773 [461] validation_0-mae:5325.91699 validation_1-mae:6138.07471 [462] validation_0-mae:5323.35449 validation_1-mae:6137.09033 [463] validation_0-mae:5319.65137 validation_1-mae:6134.09766 [464] validation_0-mae:5316.57812 validation_1-mae:6132.75537 [465] validation_0-mae:5315.06299 validation_1-mae:6132.60010 [466] validation_0-mae:5313.57666 validation_1-mae:6133.17285 [467] validation_0-mae:5311.91211 validation_1-mae:6133.01367 [468] validation_0-mae:5309.54395 validation_1-mae:6131.19873 [469] validation_0-mae:5308.84814 validation_1-mae:6130.72949 [470] validation_0-mae:5306.09522 validation_1-mae:6130.05371 [471] validation_0-mae:5302.84717 validation_1-mae:6130.28174 [472] validation_0-mae:5301.61572 validation_1-mae:6130.01074 [473] validation_0-mae:5300.11719 validation_1-mae:6130.53125 [474] validation_0-mae:5298.48047 validation_1-mae:6129.67920 [475] validation_0-mae:5296.14258 validation_1-mae:6130.33398 [476] validation_0-mae:5295.51074 validation_1-mae:6130.55127 [477] validation_0-mae:5293.55322 validation_1-mae:6129.63232 [478] validation_0-mae:5290.89551 validation_1-mae:6129.93213 [479] validation_0-mae:5287.66064 validation_1-mae:6130.40381 [480] validation_0-mae:5285.63135 validation_1-mae:6129.14307 [481] validation_0-mae:5282.98193 validation_1-mae:6128.19531 [482] validation_0-mae:5279.56836 validation_1-mae:6126.89209 [483] validation_0-mae:5277.70752 validation_1-mae:6126.60547 [484] validation_0-mae:5275.21680 validation_1-mae:6126.02148 [485] validation_0-mae:5273.18603 validation_1-mae:6125.33936 [486] validation_0-mae:5271.72559 validation_1-mae:6125.40186 [487] validation_0-mae:5269.28272 validation_1-mae:6124.77002 [488] validation_0-mae:5267.02344 validation_1-mae:6124.78760 [489] validation_0-mae:5264.25635 validation_1-mae:6123.76855 [490] validation_0-mae:5261.48584 validation_1-mae:6123.66992 [491] validation_0-mae:5259.73096 validation_1-mae:6122.97168 [492] validation_0-mae:5257.85889 validation_1-mae:6122.98389 [493] validation_0-mae:5255.92627 validation_1-mae:6121.85352 [494] validation_0-mae:5254.36377 validation_1-mae:6120.49853 [495] validation_0-mae:5250.96094 validation_1-mae:6119.01025 [496] validation_0-mae:5250.00830 validation_1-mae:6119.14648 [497] validation_0-mae:5247.49414 validation_1-mae:6118.32617 [498] validation_0-mae:5244.98486 validation_1-mae:6117.71582 [499] validation_0-mae:5242.24707 validation_1-mae:6115.80762 [500] validation_0-mae:5241.06494 validation_1-mae:6115.76465 [501] validation_0-mae:5239.11523 validation_1-mae:6114.56299 [502] validation_0-mae:5237.85791 validation_1-mae:6114.57764 [503] validation_0-mae:5237.44482 validation_1-mae:6114.80859 [504] validation_0-mae:5236.83594 validation_1-mae:6114.90869 [505] validation_0-mae:5236.38330 validation_1-mae:6115.08252 [506] validation_0-mae:5235.24316 validation_1-mae:6114.79297 [507] validation_0-mae:5234.01758 validation_1-mae:6114.17871 [508] validation_0-mae:5232.41455 validation_1-mae:6113.98340 [509] validation_0-mae:5230.54004 validation_1-mae:6113.02686 [510] validation_0-mae:5229.54443 validation_1-mae:6112.88232 [511] validation_0-mae:5229.25830 validation_1-mae:6112.89502 [512] validation_0-mae:5226.85596 validation_1-mae:6112.45508 [513] validation_0-mae:5225.72510 validation_1-mae:6111.55762 [514] validation_0-mae:5224.24902 validation_1-mae:6111.62061 [515] validation_0-mae:5222.55127 validation_1-mae:6111.52051 [516] validation_0-mae:5219.65674 validation_1-mae:6110.23877 [517] validation_0-mae:5218.17480 validation_1-mae:6109.33203 [518] validation_0-mae:5217.20557 validation_1-mae:6109.39404 [519] validation_0-mae:5216.72461 validation_1-mae:6109.81982 [520] validation_0-mae:5215.57422 validation_1-mae:6109.91455 [521] validation_0-mae:5213.07520 validation_1-mae:6109.54395 [522] validation_0-mae:5212.72168 validation_1-mae:6109.78223 [523] validation_0-mae:5211.90820 validation_1-mae:6109.78174 [524] validation_0-mae:5209.29883 validation_1-mae:6109.25147 [525] validation_0-mae:5208.15478 validation_1-mae:6108.44580 [526] validation_0-mae:5207.02686 validation_1-mae:6107.74414 [527] validation_0-mae:5206.32178 validation_1-mae:6107.84619 [528] validation_0-mae:5205.41602 validation_1-mae:6107.36865 [529] validation_0-mae:5203.51270 validation_1-mae:6106.85693 [530] validation_0-mae:5200.83545 validation_1-mae:6105.78223 [531] validation_0-mae:5200.19336 validation_1-mae:6105.53369 [532] validation_0-mae:5198.33838 validation_1-mae:6104.77978 [533] validation_0-mae:5197.20215 validation_1-mae:6104.38818 [534] validation_0-mae:5194.12353 validation_1-mae:6102.88428 [535] validation_0-mae:5192.88037 validation_1-mae:6103.53467 [536] validation_0-mae:5191.35400 validation_1-mae:6102.97168 [537] validation_0-mae:5189.21338 validation_1-mae:6103.03955 [538] validation_0-mae:5188.70703 validation_1-mae:6102.91455 [539] validation_0-mae:5186.21289 validation_1-mae:6102.00732 [540] validation_0-mae:5184.73389 validation_1-mae:6101.69922 [541] validation_0-mae:5184.39014 validation_1-mae:6101.51807 [542] validation_0-mae:5183.67578 validation_1-mae:6101.63086 [543] validation_0-mae:5183.09570 validation_1-mae:6101.64258 [544] validation_0-mae:5182.84326 validation_1-mae:6101.57666 [545] validation_0-mae:5180.61523 validation_1-mae:6100.91211 [546] validation_0-mae:5179.25830 validation_1-mae:6099.91650 [547] validation_0-mae:5176.86816 validation_1-mae:6098.65478 [548] validation_0-mae:5174.64844 validation_1-mae:6097.58301 [549] validation_0-mae:5173.46875 validation_1-mae:6097.55859 [550] validation_0-mae:5172.13330 validation_1-mae:6097.58105 [551] validation_0-mae:5170.18311 validation_1-mae:6097.69531 [552] validation_0-mae:5168.24023 validation_1-mae:6096.67090 [553] validation_0-mae:5165.31201 validation_1-mae:6094.45117 [554] validation_0-mae:5164.00342 validation_1-mae:6094.17529 [555] validation_0-mae:5161.35449 validation_1-mae:6093.57129 [556] validation_0-mae:5159.94092 validation_1-mae:6092.23975 [557] validation_0-mae:5157.53125 validation_1-mae:6090.88232 [558] validation_0-mae:5155.11914 validation_1-mae:6091.42285 [559] validation_0-mae:5153.06885 validation_1-mae:6091.40039 [560] validation_0-mae:5151.71533 validation_1-mae:6091.57275 [561] validation_0-mae:5150.01416 validation_1-mae:6091.69580 [562] validation_0-mae:5147.07812 validation_1-mae:6091.50391 [563] validation_0-mae:5144.49658 validation_1-mae:6090.34814 [564] validation_0-mae:5143.18408 validation_1-mae:6090.77246 [565] validation_0-mae:5142.56250 validation_1-mae:6090.87793 [566] validation_0-mae:5141.84131 validation_1-mae:6091.18994 [567] validation_0-mae:5140.70752 validation_1-mae:6091.43897 [568] validation_0-mae:5139.32373 validation_1-mae:6090.59228 [569] validation_0-mae:5137.29150 validation_1-mae:6090.76709 [570] validation_0-mae:5135.53613 validation_1-mae:6090.28955 [571] validation_0-mae:5135.33057 validation_1-mae:6090.15039 [572] validation_0-mae:5133.53125 validation_1-mae:6089.16895 [573] validation_0-mae:5131.98633 validation_1-mae:6089.61475 [574] validation_0-mae:5131.03125 validation_1-mae:6089.19873 [575] validation_0-mae:5129.29248 validation_1-mae:6090.03174 [576] validation_0-mae:5127.40381 validation_1-mae:6089.43213 [577] validation_0-mae:5125.69336 validation_1-mae:6089.54150 [578] validation_0-mae:5125.04932 validation_1-mae:6089.38867 [579] validation_0-mae:5123.83594 validation_1-mae:6088.26855 [580] validation_0-mae:5122.94531 validation_1-mae:6088.44092 [581] validation_0-mae:5122.19189 validation_1-mae:6088.51074 [582] validation_0-mae:5120.59228 validation_1-mae:6089.08936 [583] validation_0-mae:5119.37061 validation_1-mae:6088.99121 [584] validation_0-mae:5117.92432 validation_1-mae:6088.49805 [585] validation_0-mae:5116.90186 validation_1-mae:6088.04102 [586] validation_0-mae:5116.01953 validation_1-mae:6087.94482 [587] validation_0-mae:5114.34814 validation_1-mae:6087.95117 [588] validation_0-mae:5112.04688 validation_1-mae:6087.72559 [589] validation_0-mae:5108.37842 validation_1-mae:6088.33838 [590] validation_0-mae:5107.16797 validation_1-mae:6088.72900 [591] validation_0-mae:5104.93018 validation_1-mae:6088.74023 [592] validation_0-mae:5104.63770 validation_1-mae:6088.70947 [593] validation_0-mae:5102.94873 validation_1-mae:6088.41992 [594] validation_0-mae:5101.96826 validation_1-mae:6087.57324 [595] validation_0-mae:5101.26318 validation_1-mae:6087.32422 [596] validation_0-mae:5100.27783 validation_1-mae:6087.21143 [597] validation_0-mae:5098.26367 validation_1-mae:6087.08594 [598] validation_0-mae:5097.00147 validation_1-mae:6086.47070 [599] validation_0-mae:5095.49561 validation_1-mae:6086.15918 [600] validation_0-mae:5093.99023 validation_1-mae:6085.92432 [601] validation_0-mae:5091.77197 validation_1-mae:6084.71436 [602] validation_0-mae:5090.05078 validation_1-mae:6084.63623 [603] validation_0-mae:5088.27832 validation_1-mae:6084.82910 [604] validation_0-mae:5085.48535 validation_1-mae:6084.80762 [605] validation_0-mae:5084.52002 validation_1-mae:6083.99512 [606] validation_0-mae:5081.95312 validation_1-mae:6084.06006 [607] validation_0-mae:5080.63330 validation_1-mae:6083.39355 [608] validation_0-mae:5079.17236 validation_1-mae:6082.47070 [609] validation_0-mae:5076.89893 validation_1-mae:6081.69775 [610] validation_0-mae:5075.00537 validation_1-mae:6080.18213 [611] validation_0-mae:5073.60498 validation_1-mae:6079.79395 [612] validation_0-mae:5072.31006 validation_1-mae:6079.76514 [613] validation_0-mae:5069.20898 validation_1-mae:6078.90234 [614] validation_0-mae:5067.69043 validation_1-mae:6079.28320 [615] validation_0-mae:5064.39990 validation_1-mae:6079.84717 [616] validation_0-mae:5062.49561 validation_1-mae:6079.76025 [617] validation_0-mae:5061.13184 validation_1-mae:6079.94629 [618] validation_0-mae:5058.32666 validation_1-mae:6078.77441 [619] validation_0-mae:5056.65918 validation_1-mae:6077.80420 [620] validation_0-mae:5055.28418 validation_1-mae:6078.03955 [621] validation_0-mae:5055.23730 validation_1-mae:6078.08057 [622] validation_0-mae:5053.29102 validation_1-mae:6078.42529 [623] validation_0-mae:5052.95605 validation_1-mae:6078.64209 [624] validation_0-mae:5050.29834 validation_1-mae:6078.25000 [625] validation_0-mae:5048.32275 validation_1-mae:6077.86133 [626] validation_0-mae:5046.62647 validation_1-mae:6077.76172 [627] validation_0-mae:5044.48389 validation_1-mae:6076.67041 [628] validation_0-mae:5042.34863 validation_1-mae:6076.14258 [629] validation_0-mae:5040.53076 validation_1-mae:6076.05664 [630] validation_0-mae:5037.67334 validation_1-mae:6075.65381 [631] validation_0-mae:5036.71289 validation_1-mae:6076.38574 [632] validation_0-mae:5035.39111 validation_1-mae:6076.42334 [633] validation_0-mae:5033.11523 validation_1-mae:6077.35107 [634] validation_0-mae:5031.95801 validation_1-mae:6077.15381 [635] validation_0-mae:5030.48877 validation_1-mae:6077.20947 [636] validation_0-mae:5029.33350 validation_1-mae:6076.55664 [637] validation_0-mae:5028.55127 validation_1-mae:6076.38574 [638] validation_0-mae:5027.52930 validation_1-mae:6076.29883 [639] validation_0-mae:5026.75488 validation_1-mae:6075.99902 [640] validation_0-mae:5024.45117 validation_1-mae:6076.49609 [641] validation_0-mae:5024.01904 validation_1-mae:6076.60352 [642] validation_0-mae:5022.77295 validation_1-mae:6076.84961 [643] validation_0-mae:5020.98389 validation_1-mae:6076.92432 [644] validation_0-mae:5020.93457 validation_1-mae:6076.92285 [645] validation_0-mae:5020.44678 validation_1-mae:6076.68408 [646] validation_0-mae:5019.57227 validation_1-mae:6076.42725 [647] validation_0-mae:5018.70703 validation_1-mae:6076.65430 [648] validation_0-mae:5017.48730 validation_1-mae:6075.99072 [649] validation_0-mae:5015.81689 validation_1-mae:6075.11475 [650] validation_0-mae:5015.16943 validation_1-mae:6074.91309 [651] validation_0-mae:5013.03223 validation_1-mae:6074.80615 [652] validation_0-mae:5010.87305 validation_1-mae:6074.46582 [653] validation_0-mae:5009.28369 validation_1-mae:6074.43164 [654] validation_0-mae:5006.45117 validation_1-mae:6074.28760 [655] validation_0-mae:5004.05469 validation_1-mae:6072.36816 [656] validation_0-mae:5003.11621 validation_1-mae:6072.15869 [657] validation_0-mae:5001.07764 validation_1-mae:6072.28662 [658] validation_0-mae:5000.74219 validation_1-mae:6072.36182 [659] validation_0-mae:4999.95752 validation_1-mae:6071.95264 [660] validation_0-mae:4999.47412 validation_1-mae:6071.75879 [661] validation_0-mae:4998.58691 validation_1-mae:6071.79688 [662] validation_0-mae:4995.97607 validation_1-mae:6071.37939 [663] validation_0-mae:4993.97363 validation_1-mae:6070.38086 [664] validation_0-mae:4992.73535 validation_1-mae:6070.79199 [665] validation_0-mae:4990.13525 validation_1-mae:6070.10596 [666] validation_0-mae:4986.67773 validation_1-mae:6068.36279 [667] validation_0-mae:4984.73389 validation_1-mae:6068.08887 [668] validation_0-mae:4982.79492 validation_1-mae:6068.24414 [669] validation_0-mae:4981.25586 validation_1-mae:6068.55371 [670] validation_0-mae:4979.68603 validation_1-mae:6068.31836 [671] validation_0-mae:4977.48682 validation_1-mae:6066.83301 [672] validation_0-mae:4976.34228 validation_1-mae:6066.77637 [673] validation_0-mae:4973.93848 validation_1-mae:6066.45508 [674] validation_0-mae:4972.70117 validation_1-mae:6066.29932 [675] validation_0-mae:4971.57666 validation_1-mae:6066.10107 [676] validation_0-mae:4967.90772 validation_1-mae:6065.07861 [677] validation_0-mae:4965.97803 validation_1-mae:6065.73926 [678] validation_0-mae:4965.21240 validation_1-mae:6065.76465 [679] validation_0-mae:4963.74463 validation_1-mae:6066.37451 [680] validation_0-mae:4961.36621 validation_1-mae:6065.90137 [681] validation_0-mae:4959.94678 validation_1-mae:6065.07031 [682] validation_0-mae:4958.59473 validation_1-mae:6064.74023 [683] validation_0-mae:4956.07617 validation_1-mae:6064.68408 [684] validation_0-mae:4953.50342 validation_1-mae:6064.08691 [685] validation_0-mae:4950.78223 validation_1-mae:6062.78613 [686] validation_0-mae:4947.93506 validation_1-mae:6062.03174 [687] validation_0-mae:4946.03369 validation_1-mae:6062.31348 [688] validation_0-mae:4944.04736 validation_1-mae:6062.23340 [689] validation_0-mae:4942.90283 validation_1-mae:6061.86572 [690] validation_0-mae:4941.23877 validation_1-mae:6062.09082 [691] validation_0-mae:4940.50391 validation_1-mae:6062.27637 [692] validation_0-mae:4939.65088 validation_1-mae:6062.61182 [693] validation_0-mae:4938.49365 validation_1-mae:6062.31885 [694] validation_0-mae:4937.17188 validation_1-mae:6062.01318 [695] validation_0-mae:4936.66797 validation_1-mae:6061.84082 [696] validation_0-mae:4936.42725 validation_1-mae:6061.91699 [697] validation_0-mae:4935.47168 validation_1-mae:6062.20557 [698] validation_0-mae:4934.87207 validation_1-mae:6062.61865 [699] validation_0-mae:4933.85742 validation_1-mae:6062.74316 [700] validation_0-mae:4932.96191 validation_1-mae:6062.55811 [701] validation_0-mae:4931.63379 validation_1-mae:6062.21973 [702] validation_0-mae:4931.11279 validation_1-mae:6062.38477 [703] validation_0-mae:4930.31103 validation_1-mae:6062.29150 [704] validation_0-mae:4928.10205 validation_1-mae:6062.76074 [705] validation_0-mae:4927.05762 validation_1-mae:6062.77637 [706] validation_0-mae:4925.29053 validation_1-mae:6062.21533 [707] validation_0-mae:4923.40039 validation_1-mae:6063.06201 [708] validation_0-mae:4922.26904 validation_1-mae:6063.16016 [709] validation_0-mae:4920.68262 validation_1-mae:6063.11328 [710] validation_0-mae:4919.27832 validation_1-mae:6063.02490 [711] validation_0-mae:4918.37256 validation_1-mae:6062.39404 [712] validation_0-mae:4917.60498 validation_1-mae:6062.38086 [713] validation_0-mae:4915.80176 validation_1-mae:6061.86523 [714] validation_0-mae:4915.48779 validation_1-mae:6062.26025 [715] validation_0-mae:4913.66357 validation_1-mae:6061.91211 [716] validation_0-mae:4912.84619 validation_1-mae:6062.26465 [717] validation_0-mae:4912.71338 validation_1-mae:6062.18262 [718] validation_0-mae:4912.18213 validation_1-mae:6061.95166 [719] validation_0-mae:4911.28760 validation_1-mae:6061.71191 [720] validation_0-mae:4911.07910 validation_1-mae:6061.75830 [721] validation_0-mae:4909.90332 validation_1-mae:6061.85303 [722] validation_0-mae:4909.81836 validation_1-mae:6061.74170 [723] validation_0-mae:4908.62353 validation_1-mae:6062.82275 [724] validation_0-mae:4905.96973 validation_1-mae:6062.76514 [725] validation_0-mae:4905.04297 validation_1-mae:6062.85400 [726] validation_0-mae:4903.59863 validation_1-mae:6062.85352 [727] validation_0-mae:4901.40967 validation_1-mae:6062.35596 [728] validation_0-mae:4899.34228 validation_1-mae:6062.50732 [729] validation_0-mae:4897.71143 validation_1-mae:6061.45264 [730] validation_0-mae:4895.68018 validation_1-mae:6059.84961 [731] validation_0-mae:4893.27978 validation_1-mae:6059.72412 [732] validation_0-mae:4891.83008 validation_1-mae:6060.06494 [733] validation_0-mae:4891.59814 validation_1-mae:6060.00684 [734] validation_0-mae:4891.06934 validation_1-mae:6060.11426 [735] validation_0-mae:4889.14014 validation_1-mae:6060.07568 [736] validation_0-mae:4887.33350 validation_1-mae:6060.08057 [737] validation_0-mae:4885.96582 validation_1-mae:6059.74268 [738] validation_0-mae:4885.23047 validation_1-mae:6059.63818 [739] validation_0-mae:4883.05273 validation_1-mae:6058.16406 [740] validation_0-mae:4880.48047 validation_1-mae:6058.28662 [741] validation_0-mae:4877.38770 validation_1-mae:6057.43262 [742] validation_0-mae:4875.63916 validation_1-mae:6057.78564 [743] validation_0-mae:4874.09277 validation_1-mae:6057.43848 [744] validation_0-mae:4872.31934 validation_1-mae:6057.16260 [745] validation_0-mae:4870.07617 validation_1-mae:6057.24609 [746] validation_0-mae:4868.34961 validation_1-mae:6057.11719 [747] validation_0-mae:4867.01514 validation_1-mae:6056.84570 [748] validation_0-mae:4865.74072 validation_1-mae:6056.92236 [749] validation_0-mae:4865.04346 validation_1-mae:6056.58447 [750] validation_0-mae:4863.66992 validation_1-mae:6056.45020 [751] validation_0-mae:4860.93897 validation_1-mae:6054.90283 [752] validation_0-mae:4859.42139 validation_1-mae:6054.26416 [753] validation_0-mae:4857.54736 validation_1-mae:6053.88232 [754] validation_0-mae:4855.13086 validation_1-mae:6052.45801 [755] validation_0-mae:4853.33154 validation_1-mae:6053.25391 [756] validation_0-mae:4851.84033 validation_1-mae:6052.93799 [757] validation_0-mae:4850.39795 validation_1-mae:6052.80225 [758] validation_0-mae:4849.42871 validation_1-mae:6052.76465 [759] validation_0-mae:4847.88672 validation_1-mae:6052.28125 [760] validation_0-mae:4845.17236 validation_1-mae:6051.85791 [761] validation_0-mae:4845.05518 validation_1-mae:6051.87353 [762] validation_0-mae:4843.28125 validation_1-mae:6051.20605 [763] validation_0-mae:4840.47363 validation_1-mae:6049.81055 [764] validation_0-mae:4839.66162 validation_1-mae:6050.43164 [765] validation_0-mae:4835.74072 validation_1-mae:6048.44678 [766] validation_0-mae:4834.15820 validation_1-mae:6048.75147 [767] validation_0-mae:4832.31445 validation_1-mae:6049.12647 [768] validation_0-mae:4831.25098 validation_1-mae:6049.30518 [769] validation_0-mae:4828.97266 validation_1-mae:6048.38135 [770] validation_0-mae:4826.45117 validation_1-mae:6048.10498 [771] validation_0-mae:4824.14551 validation_1-mae:6047.38818 [772] validation_0-mae:4822.93506 validation_1-mae:6046.93701 [773] validation_0-mae:4822.11182 validation_1-mae:6046.32471 [774] validation_0-mae:4819.75293 validation_1-mae:6044.87939 [775] validation_0-mae:4817.74463 validation_1-mae:6044.33740 [776] validation_0-mae:4817.26123 validation_1-mae:6044.35596 [777] validation_0-mae:4815.74170 validation_1-mae:6044.25781 [778] validation_0-mae:4814.63770 validation_1-mae:6044.34180 [779] validation_0-mae:4813.90820 validation_1-mae:6044.61865 [780] validation_0-mae:4812.41748 validation_1-mae:6044.62744 [781] validation_0-mae:4810.06055 validation_1-mae:6043.85889 [782] validation_0-mae:4808.24023 validation_1-mae:6043.82910 [783] validation_0-mae:4807.18262 validation_1-mae:6043.86377 [784] validation_0-mae:4806.39258 validation_1-mae:6044.34082 [785] validation_0-mae:4805.54004 validation_1-mae:6044.09375 [786] validation_0-mae:4804.09033 validation_1-mae:6043.77393 [787] validation_0-mae:4802.87061 validation_1-mae:6043.08740 [788] validation_0-mae:4801.28076 validation_1-mae:6042.01025 [789] validation_0-mae:4800.23682 validation_1-mae:6041.91016 [790] validation_0-mae:4799.29590 validation_1-mae:6042.56201 [791] validation_0-mae:4798.38184 validation_1-mae:6042.34131 [792] validation_0-mae:4797.00977 validation_1-mae:6042.05664 [793] validation_0-mae:4795.87402 validation_1-mae:6042.23242 [794] validation_0-mae:4794.03760 validation_1-mae:6041.27344 [795] validation_0-mae:4792.31103 validation_1-mae:6040.31397 [796] validation_0-mae:4790.99756 validation_1-mae:6040.10791 [797] validation_0-mae:4790.13525 validation_1-mae:6039.50439 [798] validation_0-mae:4786.78320 validation_1-mae:6038.30713 [799] validation_0-mae:4785.18408 validation_1-mae:6037.57373 [800] validation_0-mae:4783.74805 validation_1-mae:6037.84814 [801] validation_0-mae:4780.89453 validation_1-mae:6037.71387 [802] validation_0-mae:4779.22803 validation_1-mae:6037.34961 [803] validation_0-mae:4777.92725 validation_1-mae:6036.50830 [804] validation_0-mae:4777.02588 validation_1-mae:6036.10254 [805] validation_0-mae:4776.24609 validation_1-mae:6035.94434 [806] validation_0-mae:4775.26270 validation_1-mae:6035.96045 [807] validation_0-mae:4774.46875 validation_1-mae:6035.79736 [808] validation_0-mae:4771.47949 validation_1-mae:6035.51416 [809] validation_0-mae:4770.06543 validation_1-mae:6034.51807 [810] validation_0-mae:4768.54395 validation_1-mae:6034.45801 [811] validation_0-mae:4766.47363 validation_1-mae:6034.15576 [812] validation_0-mae:4765.75000 validation_1-mae:6034.15674 [813] validation_0-mae:4765.60791 validation_1-mae:6034.31738 [814] validation_0-mae:4764.92773 validation_1-mae:6034.09717 [815] validation_0-mae:4763.27148 validation_1-mae:6033.76660 [816] validation_0-mae:4761.69922 validation_1-mae:6033.62402 [817] validation_0-mae:4760.80713 validation_1-mae:6033.50098 [818] validation_0-mae:4759.54834 validation_1-mae:6033.22803 [819] validation_0-mae:4759.49609 validation_1-mae:6033.29297 [820] validation_0-mae:4758.64258 validation_1-mae:6033.33545 [821] validation_0-mae:4757.69922 validation_1-mae:6033.89893 [822] validation_0-mae:4757.64551 validation_1-mae:6033.90283 [823] validation_0-mae:4757.34180 validation_1-mae:6033.96484 [824] validation_0-mae:4755.97656 validation_1-mae:6033.95068 [825] validation_0-mae:4753.92578 validation_1-mae:6033.64062 [826] validation_0-mae:4752.23633 validation_1-mae:6032.99072 [827] validation_0-mae:4750.10498 validation_1-mae:6033.08154 [828] validation_0-mae:4749.52002 validation_1-mae:6032.96924 [829] validation_0-mae:4747.93311 validation_1-mae:6032.52978 [830] validation_0-mae:4746.11865 validation_1-mae:6033.33838 [831] validation_0-mae:4744.37695 validation_1-mae:6033.56250 [832] validation_0-mae:4743.65918 validation_1-mae:6033.50000 [833] validation_0-mae:4742.39600 validation_1-mae:6033.52783 [834] validation_0-mae:4740.96240 validation_1-mae:6033.32666 [835] validation_0-mae:4740.08740 validation_1-mae:6033.50781 [836] validation_0-mae:4738.70557 validation_1-mae:6034.52344 [837] validation_0-mae:4737.55029 validation_1-mae:6035.09082 [838] validation_0-mae:4736.85059 validation_1-mae:6035.35205 [839] validation_0-mae:4735.30029 validation_1-mae:6034.89990 [840] validation_0-mae:4733.71777 validation_1-mae:6034.84180 [841] validation_0-mae:4733.02295 validation_1-mae:6034.56055 [842] validation_0-mae:4731.66455 validation_1-mae:6034.48145 [843] validation_0-mae:4730.82959 validation_1-mae:6034.80908 [844] validation_0-mae:4728.43213 validation_1-mae:6034.44336 [845] validation_0-mae:4727.32812 validation_1-mae:6034.98828 [846] validation_0-mae:4725.96728 validation_1-mae:6035.15527 [847] validation_0-mae:4724.69727 validation_1-mae:6034.06348 [848] validation_0-mae:4723.84326 validation_1-mae:6033.94873 [849] validation_0-mae:4722.63818 validation_1-mae:6033.70850 [850] validation_0-mae:4721.15674 validation_1-mae:6033.13770 [851] validation_0-mae:4719.66553 validation_1-mae:6033.18506 [852] validation_0-mae:4718.82129 validation_1-mae:6033.08887 [853] validation_0-mae:4718.09033 validation_1-mae:6032.54199 [854] validation_0-mae:4717.61621 validation_1-mae:6032.45215 [855] validation_0-mae:4716.57275 validation_1-mae:6032.26953 [856] validation_0-mae:4715.40967 validation_1-mae:6032.03613 [857] validation_0-mae:4714.66650 validation_1-mae:6031.84961 [858] validation_0-mae:4713.73975 validation_1-mae:6031.90088 [859] validation_0-mae:4712.64062 validation_1-mae:6032.17578 [860] validation_0-mae:4711.17871 validation_1-mae:6031.68603 [861] validation_0-mae:4709.30518 validation_1-mae:6030.01953 [862] validation_0-mae:4707.50879 validation_1-mae:6030.78272 [863] validation_0-mae:4707.08203 validation_1-mae:6030.82080 [864] validation_0-mae:4706.52441 validation_1-mae:6030.44189 [865] validation_0-mae:4705.82520 validation_1-mae:6030.51660 [866] validation_0-mae:4704.37402 validation_1-mae:6029.84033 [867] validation_0-mae:4703.28125 validation_1-mae:6030.31494 [868] validation_0-mae:4702.17236 validation_1-mae:6030.00391 [869] validation_0-mae:4701.90332 validation_1-mae:6029.94141 [870] validation_0-mae:4700.29932 validation_1-mae:6028.85059 [871] validation_0-mae:4698.86719 validation_1-mae:6028.80762 [872] validation_0-mae:4697.11426 validation_1-mae:6028.48145 [873] validation_0-mae:4696.41992 validation_1-mae:6028.35107 [874] validation_0-mae:4695.20166 validation_1-mae:6028.11279 [875] validation_0-mae:4693.96728 validation_1-mae:6028.16504 [876] validation_0-mae:4693.78125 validation_1-mae:6028.26758 [877] validation_0-mae:4693.51465 validation_1-mae:6028.32227 [878] validation_0-mae:4691.84619 validation_1-mae:6028.19629 [879] validation_0-mae:4691.05176 validation_1-mae:6028.06836 [880] validation_0-mae:4689.11133 validation_1-mae:6027.55615 [881] validation_0-mae:4687.72119 validation_1-mae:6026.58496 [882] validation_0-mae:4686.80566 validation_1-mae:6026.59375 [883] validation_0-mae:4685.06152 validation_1-mae:6025.82324 [884] validation_0-mae:4683.32666 validation_1-mae:6025.83008 [885] validation_0-mae:4682.45215 validation_1-mae:6026.00537 [886] validation_0-mae:4681.51465 validation_1-mae:6025.97852 [887] validation_0-mae:4680.34228 validation_1-mae:6025.76074 [888] validation_0-mae:4678.57520 validation_1-mae:6025.95215 [889] validation_0-mae:4676.49756 validation_1-mae:6026.10352 [890] validation_0-mae:4674.86914 validation_1-mae:6027.33057 [891] validation_0-mae:4672.44238 validation_1-mae:6027.90137 [892] validation_0-mae:4671.36719 validation_1-mae:6028.23877 [893] validation_0-mae:4670.06738 validation_1-mae:6028.86475 [894] validation_0-mae:4669.33691 validation_1-mae:6028.70557 [895] validation_0-mae:4667.38184 validation_1-mae:6028.08105 [896] validation_0-mae:4666.28564 validation_1-mae:6028.88916 [897] validation_0-mae:4664.86670 validation_1-mae:6028.81885 [898] validation_0-mae:4663.91650 validation_1-mae:6028.66406 [899] validation_0-mae:4662.31934 validation_1-mae:6028.74121 [900] validation_0-mae:4661.34619 validation_1-mae:6028.43115 [901] validation_0-mae:4660.25537 validation_1-mae:6027.77246 [902] validation_0-mae:4659.60303 validation_1-mae:6027.40527 [903] validation_0-mae:4658.15283 validation_1-mae:6026.87793 [904] validation_0-mae:4656.15576 validation_1-mae:6026.25928 [905] validation_0-mae:4654.80029 validation_1-mae:6026.22754 [906] validation_0-mae:4652.98633 validation_1-mae:6026.50293 [907] validation_0-mae:4651.47559 validation_1-mae:6027.26709 [908] validation_0-mae:4650.41309 validation_1-mae:6027.19434 [909] validation_0-mae:4649.51562 validation_1-mae:6026.73975 [910] validation_0-mae:4648.24609 validation_1-mae:6027.05908 [911] validation_0-mae:4647.27881 validation_1-mae:6026.63965 [912] validation_0-mae:4646.48438 validation_1-mae:6027.34766 [913] validation_0-mae:4643.95166 validation_1-mae:6026.11621 [914] validation_0-mae:4641.19287 validation_1-mae:6024.84424 [915] validation_0-mae:4639.47900 validation_1-mae:6025.81836 [916] validation_0-mae:4637.69336 validation_1-mae:6024.38428 [917] validation_0-mae:4636.80859 validation_1-mae:6023.87744 [918] validation_0-mae:4635.20557 validation_1-mae:6023.43359 [919] validation_0-mae:4633.33008 validation_1-mae:6023.46533 [920] validation_0-mae:4631.25488 validation_1-mae:6023.16162 [921] validation_0-mae:4628.69531 validation_1-mae:6023.39062 [922] validation_0-mae:4626.72852 validation_1-mae:6023.48730 [923] validation_0-mae:4625.30371 validation_1-mae:6023.37939 [924] validation_0-mae:4624.11084 validation_1-mae:6022.81836 [925] validation_0-mae:4622.72705 validation_1-mae:6022.82666 [926] validation_0-mae:4621.71484 validation_1-mae:6023.45020 [927] validation_0-mae:4620.59961 validation_1-mae:6024.28125 [928] validation_0-mae:4619.54590 validation_1-mae:6024.12988 [929] validation_0-mae:4619.12305 validation_1-mae:6024.07422 [930] validation_0-mae:4618.29785 validation_1-mae:6024.03467 [931] validation_0-mae:4616.39893 validation_1-mae:6025.06152 [932] validation_0-mae:4614.55811 validation_1-mae:6024.45410 [933] validation_0-mae:4613.62988 validation_1-mae:6024.58447 [934] validation_0-mae:4613.40723 validation_1-mae:6024.47607 [935] validation_0-mae:4612.62012 validation_1-mae:6024.53857 [936] validation_0-mae:4611.24121 validation_1-mae:6024.45264 [937] validation_0-mae:4610.43945 validation_1-mae:6024.36035 [938] validation_0-mae:4608.81689 validation_1-mae:6024.08789 [939] validation_0-mae:4607.09570 validation_1-mae:6024.25195 [940] validation_0-mae:4605.87744 validation_1-mae:6024.80371 [941] validation_0-mae:4605.38623 validation_1-mae:6024.90478 [942] validation_0-mae:4604.44482 validation_1-mae:6024.69580 [943] validation_0-mae:4603.52441 validation_1-mae:6024.42188 [944] validation_0-mae:4601.60938 validation_1-mae:6023.55762 [945] validation_0-mae:4600.00977 validation_1-mae:6023.61035 [946] validation_0-mae:4599.07666 validation_1-mae:6023.57568 [947] validation_0-mae:4598.29346 validation_1-mae:6023.71582 [948] validation_0-mae:4596.57666 validation_1-mae:6023.49756 [949] validation_0-mae:4595.75635 validation_1-mae:6023.39111 [950] validation_0-mae:4594.85986 validation_1-mae:6023.21680 [951] validation_0-mae:4593.93164 validation_1-mae:6023.20020 [952] validation_0-mae:4592.23779 validation_1-mae:6022.31006 [953] validation_0-mae:4590.93408 validation_1-mae:6022.34766 [954] validation_0-mae:4589.26514 validation_1-mae:6022.08643 [955] validation_0-mae:4587.92188 validation_1-mae:6021.07031 [956] validation_0-mae:4585.66064 validation_1-mae:6020.79688 [957] validation_0-mae:4583.90332 validation_1-mae:6020.49609 [958] validation_0-mae:4581.30371 validation_1-mae:6019.55811 [959] validation_0-mae:4580.17627 validation_1-mae:6020.21240 [960] validation_0-mae:4578.85889 validation_1-mae:6020.28369 [961] validation_0-mae:4577.65332 validation_1-mae:6020.43994 [962] validation_0-mae:4577.02246 validation_1-mae:6020.57373 [963] validation_0-mae:4576.13818 validation_1-mae:6020.64941 [964] validation_0-mae:4574.48828 validation_1-mae:6019.80420 [965] validation_0-mae:4573.62598 validation_1-mae:6019.63770 [966] validation_0-mae:4572.60693 validation_1-mae:6019.51172 [967] validation_0-mae:4571.11865 validation_1-mae:6018.97949 [968] validation_0-mae:4570.39600 validation_1-mae:6018.49414 [969] validation_0-mae:4568.96338 validation_1-mae:6018.53223 [970] validation_0-mae:4567.90576 validation_1-mae:6018.35889 [971] validation_0-mae:4566.14941 validation_1-mae:6018.36182 [972] validation_0-mae:4565.50000 validation_1-mae:6018.48926 [973] validation_0-mae:4565.34033 validation_1-mae:6018.47168 [974] validation_0-mae:4562.80811 validation_1-mae:6017.47461 [975] validation_0-mae:4562.30420 validation_1-mae:6017.34375 [976] validation_0-mae:4562.26025 validation_1-mae:6017.39062 [977] validation_0-mae:4561.66309 validation_1-mae:6017.52441 [978] validation_0-mae:4561.00244 validation_1-mae:6018.27734 [979] validation_0-mae:4560.35498 validation_1-mae:6018.15332 [980] validation_0-mae:4558.78613 validation_1-mae:6018.70996 [981] validation_0-mae:4557.47119 validation_1-mae:6018.32324 [982] validation_0-mae:4556.47461 validation_1-mae:6018.65674 [983] validation_0-mae:4555.10059 validation_1-mae:6018.01514 [984] validation_0-mae:4554.62598 validation_1-mae:6018.12793 [985] validation_0-mae:4553.69482 validation_1-mae:6018.34180 [986] validation_0-mae:4551.42139 validation_1-mae:6017.76807 [987] validation_0-mae:4550.66211 validation_1-mae:6017.69678 [988] validation_0-mae:4549.67383 validation_1-mae:6017.79053 [989] validation_0-mae:4548.06543 validation_1-mae:6017.19141 [990] validation_0-mae:4546.59668 validation_1-mae:6016.95264 [991] validation_0-mae:4545.72217 validation_1-mae:6016.68311 [992] validation_0-mae:4543.80615 validation_1-mae:6016.58350 [993] validation_0-mae:4542.63672 validation_1-mae:6016.30762 [994] validation_0-mae:4540.01221 validation_1-mae:6014.65039 [995] validation_0-mae:4538.97168 validation_1-mae:6014.44678 [996] validation_0-mae:4537.27197 validation_1-mae:6014.84766 [997] validation_0-mae:4535.59277 validation_1-mae:6014.65234 [998] validation_0-mae:4534.12891 validation_1-mae:6014.52637 [999] validation_0-mae:4532.64795 validation_1-mae:6014.68164 [1000] validation_0-mae:4530.81201 validation_1-mae:6014.52881 [1001] validation_0-mae:4529.45898 validation_1-mae:6014.18164 [1002] validation_0-mae:4527.95508 validation_1-mae:6014.03760 [1003] validation_0-mae:4525.55518 validation_1-mae:6013.60254 [1004] validation_0-mae:4523.57715 validation_1-mae:6013.80029 [1005] validation_0-mae:4521.41455 validation_1-mae:6013.40625 [1006] validation_0-mae:4520.52246 validation_1-mae:6013.32227 [1007] validation_0-mae:4518.93848 validation_1-mae:6012.13818 [1008] validation_0-mae:4517.63770 validation_1-mae:6012.27978 [1009] validation_0-mae:4515.70947 validation_1-mae:6012.64893 [1010] validation_0-mae:4514.32568 validation_1-mae:6011.35840 [1011] validation_0-mae:4512.85010 validation_1-mae:6012.29346 [1012] validation_0-mae:4511.93311 validation_1-mae:6012.11328 [1013] validation_0-mae:4511.07910 validation_1-mae:6012.36230 [1014] validation_0-mae:4510.01172 validation_1-mae:6012.75928 [1015] validation_0-mae:4508.91162 validation_1-mae:6013.08984 [1016] validation_0-mae:4507.58545 validation_1-mae:6012.49414 [1017] validation_0-mae:4506.75195 validation_1-mae:6012.47461 [1018] validation_0-mae:4505.49756 validation_1-mae:6012.91406 [1019] validation_0-mae:4504.41846 validation_1-mae:6012.80615 [1020] validation_0-mae:4502.92188 validation_1-mae:6012.08838 [1021] validation_0-mae:4501.72266 validation_1-mae:6011.91992 [1022] validation_0-mae:4500.50195 validation_1-mae:6011.55127 [1023] validation_0-mae:4498.97363 validation_1-mae:6011.28662 [1024] validation_0-mae:4497.78711 validation_1-mae:6011.30664 [1025] validation_0-mae:4497.16650 validation_1-mae:6011.44287 [1026] validation_0-mae:4495.15332 validation_1-mae:6010.35742 [1027] validation_0-mae:4493.19922 validation_1-mae:6009.51611 [1028] validation_0-mae:4491.89990 validation_1-mae:6010.04932 [1029] validation_0-mae:4491.36816 validation_1-mae:6010.24805 [1030] validation_0-mae:4489.78125 validation_1-mae:6010.07666 [1031] validation_0-mae:4487.82666 validation_1-mae:6009.31299 [1032] validation_0-mae:4486.06055 validation_1-mae:6008.87256 [1033] validation_0-mae:4484.27637 validation_1-mae:6008.86572 [1034] validation_0-mae:4482.37109 validation_1-mae:6008.42334 [1035] validation_0-mae:4481.57227 validation_1-mae:6008.33252 [1036] validation_0-mae:4480.67383 validation_1-mae:6007.73242 [1037] validation_0-mae:4479.79492 validation_1-mae:6008.12842 [1038] validation_0-mae:4479.20117 validation_1-mae:6008.61182 [1039] validation_0-mae:4478.41797 validation_1-mae:6008.71289 [1040] validation_0-mae:4477.50586 validation_1-mae:6008.77441 [1041] validation_0-mae:4476.11963 validation_1-mae:6009.10156 [1042] validation_0-mae:4475.03809 validation_1-mae:6008.25293 [1043] validation_0-mae:4473.48877 validation_1-mae:6008.10791 [1044] validation_0-mae:4472.04834 validation_1-mae:6008.31055 [1045] validation_0-mae:4471.15186 validation_1-mae:6008.37207 [1046] validation_0-mae:4471.05859 validation_1-mae:6008.40283 [1047] validation_0-mae:4470.55371 validation_1-mae:6008.07031 [1048] validation_0-mae:4469.91748 validation_1-mae:6007.82617 [1049] validation_0-mae:4468.34228 validation_1-mae:6007.63672 [1050] validation_0-mae:4467.22998 validation_1-mae:6007.57715 [1051] validation_0-mae:4466.16797 validation_1-mae:6007.54297 [1052] validation_0-mae:4464.94141 validation_1-mae:6007.08594 [1053] validation_0-mae:4463.92822 validation_1-mae:6008.00830 [1054] validation_0-mae:4462.73145 validation_1-mae:6008.28516 [1055] validation_0-mae:4462.07617 validation_1-mae:6008.06397 [1056] validation_0-mae:4461.10645 validation_1-mae:6007.67627 [1057] validation_0-mae:4460.29883 validation_1-mae:6007.61914 [1058] validation_0-mae:4459.33105 validation_1-mae:6007.26367 [1059] validation_0-mae:4457.86816 validation_1-mae:6006.74219 [1060] validation_0-mae:4457.05518 validation_1-mae:6006.58789 [1061] validation_0-mae:4455.99121 validation_1-mae:6006.77344 [1062] validation_0-mae:4455.19189 validation_1-mae:6006.59522 [1063] validation_0-mae:4453.77197 validation_1-mae:6006.55322 [1064] validation_0-mae:4453.24805 validation_1-mae:6006.86572 [1065] validation_0-mae:4452.75098 validation_1-mae:6007.05664 [1066] validation_0-mae:4451.46191 validation_1-mae:6007.31103 [1067] validation_0-mae:4450.67236 validation_1-mae:6007.78027 [1068] validation_0-mae:4449.83838 validation_1-mae:6007.91699 [1069] validation_0-mae:4449.22949 validation_1-mae:6007.75098 [1070] validation_0-mae:4448.09375 validation_1-mae:6007.81445 [1071] validation_0-mae:4447.09961 validation_1-mae:6007.30371 [1072] validation_0-mae:4445.70850 validation_1-mae:6007.31299 [1073] validation_0-mae:4444.71484 validation_1-mae:6007.39404 [1074] validation_0-mae:4443.91553 validation_1-mae:6006.90869 [1075] validation_0-mae:4443.22803 validation_1-mae:6006.85059 [1076] validation_0-mae:4442.99170 validation_1-mae:6006.85303 [1077] validation_0-mae:4442.94922 validation_1-mae:6006.87988 [1078] validation_0-mae:4442.30615 validation_1-mae:6006.58447 [1079] validation_0-mae:4441.45166 validation_1-mae:6006.46680 [1080] validation_0-mae:4440.25342 validation_1-mae:6005.63037 [1081] validation_0-mae:4438.62451 validation_1-mae:6004.66650 [1082] validation_0-mae:4437.73535 validation_1-mae:6005.04639 [1083] validation_0-mae:4435.83301 validation_1-mae:6004.63672 [1084] validation_0-mae:4434.78613 validation_1-mae:6005.06836 [1085] validation_0-mae:4433.33838 validation_1-mae:6005.11816 [1086] validation_0-mae:4431.79834 validation_1-mae:6005.68506 [1087] validation_0-mae:4430.87256 validation_1-mae:6005.62109 [1088] validation_0-mae:4429.91211 validation_1-mae:6005.20410 [1089] validation_0-mae:4428.69971 validation_1-mae:6004.99512 [1090] validation_0-mae:4427.77978 validation_1-mae:6004.97412 [1091] validation_0-mae:4426.58887 validation_1-mae:6005.09131 [1092] validation_0-mae:4425.50049 validation_1-mae:6005.58203 [1093] validation_0-mae:4424.12842 validation_1-mae:6005.47217 [1094] validation_0-mae:4422.84082 validation_1-mae:6005.25732 [1095] validation_0-mae:4421.92578 validation_1-mae:6005.37012 [1096] validation_0-mae:4420.83984 validation_1-mae:6004.95996 [1097] validation_0-mae:4419.89893 validation_1-mae:6004.98779 [1098] validation_0-mae:4418.61230 validation_1-mae:6004.83789 [1099] validation_0-mae:4417.42871 validation_1-mae:6004.33838 [1100] validation_0-mae:4416.72998 validation_1-mae:6004.83350 [1101] validation_0-mae:4415.73535 validation_1-mae:6004.89111 [1102] validation_0-mae:4414.76367 validation_1-mae:6004.90137 [1103] validation_0-mae:4413.75879 validation_1-mae:6004.71875 [1104] validation_0-mae:4412.82959 validation_1-mae:6004.65430 [1105] validation_0-mae:4411.85352 validation_1-mae:6004.32959 [1106] validation_0-mae:4411.35303 validation_1-mae:6004.10645 [1107] validation_0-mae:4410.10693 validation_1-mae:6004.08984 [1108] validation_0-mae:4409.23340 validation_1-mae:6004.13135 [1109] validation_0-mae:4408.29980 validation_1-mae:6004.03369 [1110] validation_0-mae:4407.78809 validation_1-mae:6004.10400 [1111] validation_0-mae:4407.75488 validation_1-mae:6004.08252 [1112] validation_0-mae:4407.52930 validation_1-mae:6004.07275 [1113] validation_0-mae:4406.44629 validation_1-mae:6004.01465 [1114] validation_0-mae:4405.05566 validation_1-mae:6004.17676 [1115] validation_0-mae:4403.75391 validation_1-mae:6004.35303 [1116] validation_0-mae:4402.38721 validation_1-mae:6004.47803 [1117] validation_0-mae:4401.29736 validation_1-mae:6005.19775 [1118] validation_0-mae:4399.66113 validation_1-mae:6004.95459 [1119] validation_0-mae:4399.03760 validation_1-mae:6004.92139 [1120] validation_0-mae:4397.64209 validation_1-mae:6004.81738 [1121] validation_0-mae:4396.93848 validation_1-mae:6004.28906 [1122] validation_0-mae:4396.30273 validation_1-mae:6004.46973 [1123] validation_0-mae:4395.38037 validation_1-mae:6004.85938 [1124] validation_0-mae:4394.40332 validation_1-mae:6004.78760 [1125] validation_0-mae:4393.65820 validation_1-mae:6004.79736 [1126] validation_0-mae:4392.30176 validation_1-mae:6004.35840 [1127] validation_0-mae:4389.95166 validation_1-mae:6004.17090 [1128] validation_0-mae:4388.68701 validation_1-mae:6003.99023 [1129] validation_0-mae:4387.77734 validation_1-mae:6003.98291 [1130] validation_0-mae:4386.83740 validation_1-mae:6004.17139 [1131] validation_0-mae:4384.63867 validation_1-mae:6003.85986 [1132] validation_0-mae:4382.69043 validation_1-mae:6004.80713 [1133] validation_0-mae:4381.60938 validation_1-mae:6004.44580 [1134] validation_0-mae:4380.66943 validation_1-mae:6004.45947 [1135] validation_0-mae:4379.16113 validation_1-mae:6003.92383 [1136] validation_0-mae:4378.35059 validation_1-mae:6004.19824 [1137] validation_0-mae:4377.77978 validation_1-mae:6003.94580 [1138] validation_0-mae:4376.91650 validation_1-mae:6004.19336 [1139] validation_0-mae:4376.56641 validation_1-mae:6004.38818 [1140] validation_0-mae:4374.36865 validation_1-mae:6003.98291 [1141] validation_0-mae:4373.06934 validation_1-mae:6003.54297 [1142] validation_0-mae:4372.52441 validation_1-mae:6003.79785 [1143] validation_0-mae:4370.91748 validation_1-mae:6003.51855 [1144] validation_0-mae:4369.05322 validation_1-mae:6003.29395 [1145] validation_0-mae:4367.51660 validation_1-mae:6002.76514 [1146] validation_0-mae:4366.12305 validation_1-mae:6002.87842 [1147] validation_0-mae:4365.64746 validation_1-mae:6002.92432 [1148] validation_0-mae:4364.43652 validation_1-mae:6002.72998 [1149] validation_0-mae:4362.66309 validation_1-mae:6002.67578 [1150] validation_0-mae:4361.38770 validation_1-mae:6002.73047 [1151] validation_0-mae:4359.89990 validation_1-mae:6002.70068 [1152] validation_0-mae:4358.28467 validation_1-mae:6002.25195 [1153] validation_0-mae:4357.15234 validation_1-mae:6001.67090 [1154] validation_0-mae:4355.61719 validation_1-mae:6002.37353 [1155] validation_0-mae:4353.34326 validation_1-mae:6001.13477 [1156] validation_0-mae:4352.44873 validation_1-mae:6000.77100 [1157] validation_0-mae:4351.00586 validation_1-mae:6001.25977 [1158] validation_0-mae:4349.52148 validation_1-mae:6001.86328 [1159] validation_0-mae:4348.01660 validation_1-mae:6001.37012 [1160] validation_0-mae:4346.43018 validation_1-mae:6001.22949 [1161] validation_0-mae:4345.22949 validation_1-mae:6001.29248 [1162] validation_0-mae:4343.99463 validation_1-mae:6001.60840 [1163] validation_0-mae:4342.83740 validation_1-mae:6001.71924 [1164] validation_0-mae:4341.47900 validation_1-mae:6001.74365 [1165] validation_0-mae:4339.61230 validation_1-mae:6002.22949 [1166] validation_0-mae:4338.90234 validation_1-mae:6002.34961 [1167] validation_0-mae:4338.01367 validation_1-mae:6002.11230 [1168] validation_0-mae:4337.19727 validation_1-mae:6002.05615 [1169] validation_0-mae:4336.01562 validation_1-mae:6002.22656 [1170] validation_0-mae:4334.83496 validation_1-mae:6002.18164 [1171] validation_0-mae:4333.33984 validation_1-mae:6002.09814 [1172] validation_0-mae:4332.18945 validation_1-mae:6002.19434 [1173] validation_0-mae:4330.79199 validation_1-mae:6002.01465 [1174] validation_0-mae:4329.94922 validation_1-mae:6001.78711 [1175] validation_0-mae:4328.38867 validation_1-mae:6002.33838 [1176] validation_0-mae:4327.58252 validation_1-mae:6002.39307 [1177] validation_0-mae:4326.34522 validation_1-mae:6002.57568 [1178] validation_0-mae:4325.30615 validation_1-mae:6002.34863 [1179] validation_0-mae:4324.61182 validation_1-mae:6002.50391 [1180] validation_0-mae:4323.64111 validation_1-mae:6002.30029 [1181] validation_0-mae:4322.62451 validation_1-mae:6001.73682 [1182] validation_0-mae:4321.80566 validation_1-mae:6001.98340 [1183] validation_0-mae:4320.68408 validation_1-mae:6002.14062 [1184] validation_0-mae:4319.69580 validation_1-mae:6001.71240 [1185] validation_0-mae:4318.04834 validation_1-mae:6001.69189 [1186] validation_0-mae:4317.09717 validation_1-mae:6001.29199 [1187] validation_0-mae:4316.23730 validation_1-mae:6001.68652 [1188] validation_0-mae:4315.31787 validation_1-mae:6001.65039 [1189] validation_0-mae:4314.56445 validation_1-mae:6001.20117 [1190] validation_0-mae:4314.14209 validation_1-mae:6001.32715 [1191] validation_0-mae:4312.30566 validation_1-mae:6000.63232 [1192] validation_0-mae:4311.21045 validation_1-mae:6000.24902 [1193] validation_0-mae:4309.62842 validation_1-mae:5999.83838 [1194] validation_0-mae:4308.78809 validation_1-mae:5999.55420 [1195] validation_0-mae:4307.11963 validation_1-mae:5999.43603 [1196] validation_0-mae:4306.03320 validation_1-mae:5999.65967 [1197] validation_0-mae:4305.30908 validation_1-mae:5999.72363 [1198] validation_0-mae:4303.72217 validation_1-mae:5999.05371 [1199] validation_0-mae:4303.45117 validation_1-mae:5998.88477 [1200] validation_0-mae:4301.74365 validation_1-mae:5998.15332 [1201] validation_0-mae:4300.45654 validation_1-mae:5998.27246 [1202] validation_0-mae:4298.94092 validation_1-mae:5998.50049 [1203] validation_0-mae:4298.34033 validation_1-mae:5998.20557 [1204] validation_0-mae:4297.14404 validation_1-mae:5998.80664 [1205] validation_0-mae:4295.51025 validation_1-mae:5998.22656 [1206] validation_0-mae:4294.73340 validation_1-mae:5998.75684 [1207] validation_0-mae:4293.72949 validation_1-mae:5998.67578 [1208] validation_0-mae:4291.95703 validation_1-mae:5999.30225 [1209] validation_0-mae:4290.85156 validation_1-mae:5999.46826 [1210] validation_0-mae:4289.66260 validation_1-mae:5999.11816 [1211] validation_0-mae:4289.13184 validation_1-mae:5998.79346 [1212] validation_0-mae:4288.33691 validation_1-mae:5998.86621 [1213] validation_0-mae:4287.39014 validation_1-mae:5998.78564 [1214] validation_0-mae:4286.77148 validation_1-mae:5998.73877 [1215] validation_0-mae:4285.98340 validation_1-mae:5998.95459 [1216] validation_0-mae:4285.34668 validation_1-mae:5998.77490 [1217] validation_0-mae:4284.52344 validation_1-mae:5998.56348 [1218] validation_0-mae:4283.51270 validation_1-mae:5998.37451 [1219] validation_0-mae:4282.50049 validation_1-mae:5998.35449 [1220] validation_0-mae:4281.17627 validation_1-mae:5997.91455 [1221] validation_0-mae:4280.17480 validation_1-mae:5997.17871 [1222] validation_0-mae:4279.50635 validation_1-mae:5997.04590 [1223] validation_0-mae:4278.33789 validation_1-mae:5996.90967 [1224] validation_0-mae:4277.28760 validation_1-mae:5996.66602 [1225] validation_0-mae:4276.32129 validation_1-mae:5996.48535 [1226] validation_0-mae:4274.65674 validation_1-mae:5996.37451 [1227] validation_0-mae:4273.47705 validation_1-mae:5995.72119 [1228] validation_0-mae:4272.00049 validation_1-mae:5995.07861 [1229] validation_0-mae:4271.46289 validation_1-mae:5994.96240 [1230] validation_0-mae:4271.25928 validation_1-mae:5994.90186 [1231] validation_0-mae:4269.99219 validation_1-mae:5994.68799 [1232] validation_0-mae:4269.45801 validation_1-mae:5994.78711 [1233] validation_0-mae:4268.43555 validation_1-mae:5994.68506 [1234] validation_0-mae:4267.35498 validation_1-mae:5994.81055 [1235] validation_0-mae:4266.30127 validation_1-mae:5994.69141 [1236] validation_0-mae:4265.43066 validation_1-mae:5994.73779 [1237] validation_0-mae:4264.33643 validation_1-mae:5994.50928 [1238] validation_0-mae:4263.42773 validation_1-mae:5994.38770 [1239] validation_0-mae:4262.68701 validation_1-mae:5994.60840 [1240] validation_0-mae:4262.09082 validation_1-mae:5994.70117 [1241] validation_0-mae:4261.32910 validation_1-mae:5994.46191 [1242] validation_0-mae:4260.12256 validation_1-mae:5994.09228 [1243] validation_0-mae:4259.20947 validation_1-mae:5993.81885 [1244] validation_0-mae:4258.09863 validation_1-mae:5993.76953 [1245] validation_0-mae:4256.71191 validation_1-mae:5994.38672 [1246] validation_0-mae:4255.52344 validation_1-mae:5994.47168 [1247] validation_0-mae:4254.08740 validation_1-mae:5995.10059 [1248] validation_0-mae:4253.02978 validation_1-mae:5994.88184 [1249] validation_0-mae:4252.55078 validation_1-mae:5994.71777 [1250] validation_0-mae:4251.75342 validation_1-mae:5994.40674 [1251] validation_0-mae:4250.00244 validation_1-mae:5994.21484 [1252] validation_0-mae:4249.96973 validation_1-mae:5994.21826 [1253] validation_0-mae:4248.97900 validation_1-mae:5993.72070 [1254] validation_0-mae:4248.33350 validation_1-mae:5994.07324 [1255] validation_0-mae:4247.73438 validation_1-mae:5994.04980 [1256] validation_0-mae:4246.42529 validation_1-mae:5994.28955 [1257] validation_0-mae:4245.78027 validation_1-mae:5994.31201 [1258] validation_0-mae:4245.04492 validation_1-mae:5994.14307 [1259] validation_0-mae:4243.90186 validation_1-mae:5994.16162 [1260] validation_0-mae:4241.91162 validation_1-mae:5994.34570 [1261] validation_0-mae:4240.76123 validation_1-mae:5993.78223 [1262] validation_0-mae:4239.48779 validation_1-mae:5993.03418 [1263] validation_0-mae:4238.85059 validation_1-mae:5992.98682 [1264] validation_0-mae:4238.11279 validation_1-mae:5992.91895 [1265] validation_0-mae:4237.62353 validation_1-mae:5993.03906 [1266] validation_0-mae:4236.61768 validation_1-mae:5992.97119 [1267] validation_0-mae:4236.57666 validation_1-mae:5993.02881 [1268] validation_0-mae:4235.50537 validation_1-mae:5993.09912 [1269] validation_0-mae:4234.16846 validation_1-mae:5992.99707 [1270] validation_0-mae:4233.22705 validation_1-mae:5993.10352 [1271] validation_0-mae:4232.49316 validation_1-mae:5993.15576 [1272] validation_0-mae:4232.36572 validation_1-mae:5993.04785 [1273] validation_0-mae:4231.52246 validation_1-mae:5992.63672 [1274] validation_0-mae:4230.85254 validation_1-mae:5992.67676 [1275] validation_0-mae:4230.06006 validation_1-mae:5992.84033 [1276] validation_0-mae:4229.23438 validation_1-mae:5993.03564 [1277] validation_0-mae:4228.61816 validation_1-mae:5992.95752 [1278] validation_0-mae:4227.23096 validation_1-mae:5993.08203 [1279] validation_0-mae:4226.56592 validation_1-mae:5992.97852 [1280] validation_0-mae:4225.72803 validation_1-mae:5993.28857 [1281] validation_0-mae:4224.75684 validation_1-mae:5993.00732 [1282] validation_0-mae:4223.41406 validation_1-mae:5992.51514 [1283] validation_0-mae:4222.49219 validation_1-mae:5992.78125 [1284] validation_0-mae:4221.39697 validation_1-mae:5993.07129 [1285] validation_0-mae:4220.32568 validation_1-mae:5993.20459 [1286] validation_0-mae:4219.17188 validation_1-mae:5992.83838 [1287] validation_0-mae:4217.91650 validation_1-mae:5992.78467 [1288] validation_0-mae:4217.06103 validation_1-mae:5992.33154 [1289] validation_0-mae:4216.32812 validation_1-mae:5992.55078 [1290] validation_0-mae:4214.78955 validation_1-mae:5992.46094 [1291] validation_0-mae:4213.18359 validation_1-mae:5991.91357 [1292] validation_0-mae:4212.26318 validation_1-mae:5991.62549 [1293] validation_0-mae:4211.21436 validation_1-mae:5991.06201 [1294] validation_0-mae:4209.92432 validation_1-mae:5991.24219 [1295] validation_0-mae:4208.83301 validation_1-mae:5991.08398 [1296] validation_0-mae:4208.11572 validation_1-mae:5991.34570 [1297] validation_0-mae:4207.19336 validation_1-mae:5991.27197 [1298] validation_0-mae:4206.27002 validation_1-mae:5991.25293 [1299] validation_0-mae:4205.37207 validation_1-mae:5991.21631 [1300] validation_0-mae:4204.98096 validation_1-mae:5990.99219 [1301] validation_0-mae:4204.32031 validation_1-mae:5991.01367 [1302] validation_0-mae:4203.08398 validation_1-mae:5990.47412 [1303] validation_0-mae:4201.35400 validation_1-mae:5989.20508 [1304] validation_0-mae:4200.50244 validation_1-mae:5989.06982 [1305] validation_0-mae:4198.34668 validation_1-mae:5988.51025 [1306] validation_0-mae:4196.92334 validation_1-mae:5988.13037 [1307] validation_0-mae:4195.92383 validation_1-mae:5988.50049 [1308] validation_0-mae:4195.31006 validation_1-mae:5988.74463 [1309] validation_0-mae:4194.13184 validation_1-mae:5988.64551 [1310] validation_0-mae:4193.49365 validation_1-mae:5988.45898 [1311] validation_0-mae:4192.15820 validation_1-mae:5987.82471 [1312] validation_0-mae:4191.32227 validation_1-mae:5987.77148 [1313] validation_0-mae:4190.25732 validation_1-mae:5987.32324 [1314] validation_0-mae:4189.18994 validation_1-mae:5987.53564 [1315] validation_0-mae:4188.08252 validation_1-mae:5987.66064 [1316] validation_0-mae:4187.63477 validation_1-mae:5987.86475 [1317] validation_0-mae:4186.50781 validation_1-mae:5988.11035 [1318] validation_0-mae:4185.87207 validation_1-mae:5988.24902 [1319] validation_0-mae:4184.93945 validation_1-mae:5987.90576 [1320] validation_0-mae:4183.32471 validation_1-mae:5988.22314 [1321] validation_0-mae:4181.38428 validation_1-mae:5988.07080 [1322] validation_0-mae:4180.41162 validation_1-mae:5988.02246 [1323] validation_0-mae:4179.49365 validation_1-mae:5987.93457 [1324] validation_0-mae:4177.82324 validation_1-mae:5988.80615 [1325] validation_0-mae:4176.88379 validation_1-mae:5988.42188 [1326] validation_0-mae:4175.89697 validation_1-mae:5988.20850 [1327] validation_0-mae:4175.21387 validation_1-mae:5988.18897 [1328] validation_0-mae:4174.63574 validation_1-mae:5988.42139 [1329] validation_0-mae:4173.56445 validation_1-mae:5988.37353 [1330] validation_0-mae:4172.68603 validation_1-mae:5988.85986 [1331] validation_0-mae:4171.56787 validation_1-mae:5988.74853 [1332] validation_0-mae:4170.43945 validation_1-mae:5988.68603 [1333] validation_0-mae:4169.41699 validation_1-mae:5988.77588 [1334] validation_0-mae:4167.80713 validation_1-mae:5988.69238 [1335] validation_0-mae:4166.96387 validation_1-mae:5988.38037 [1336] validation_0-mae:4166.09424 validation_1-mae:5988.24121 [1337] validation_0-mae:4164.86670 validation_1-mae:5988.25000 [1338] validation_0-mae:4164.22705 validation_1-mae:5988.21436 [1339] validation_0-mae:4163.14648 validation_1-mae:5988.22412 [1340] validation_0-mae:4162.59277 validation_1-mae:5988.20215 [1341] validation_0-mae:4162.10791 validation_1-mae:5988.11865 [1342] validation_0-mae:4161.30518 validation_1-mae:5988.57129 [1343] validation_0-mae:4160.06348 validation_1-mae:5989.17480 [1344] validation_0-mae:4158.88916 validation_1-mae:5988.60645 [1345] validation_0-mae:4157.85205 validation_1-mae:5988.16064 [1346] validation_0-mae:4157.12598 validation_1-mae:5987.90088 [1347] validation_0-mae:4156.17090 validation_1-mae:5987.86377 [1348] validation_0-mae:4155.00830 validation_1-mae:5987.28076 [1349] validation_0-mae:4154.48682 validation_1-mae:5987.18311 [1350] validation_0-mae:4153.69043 validation_1-mae:5987.08594 [1351] validation_0-mae:4152.86426 validation_1-mae:5987.09326 [1352] validation_0-mae:4151.61279 validation_1-mae:5987.27637 [1353] validation_0-mae:4150.92285 validation_1-mae:5988.24219 [1354] validation_0-mae:4150.67334 validation_1-mae:5988.16455 [1355] validation_0-mae:4150.13818 validation_1-mae:5988.28613 [1356] validation_0-mae:4149.56397 validation_1-mae:5988.29590 [1357] validation_0-mae:4149.50195 validation_1-mae:5988.32129 [1358] validation_0-mae:4149.25879 validation_1-mae:5988.42773 [1359] validation_0-mae:4148.52148 validation_1-mae:5988.20605 [1360] validation_0-mae:4147.75537 validation_1-mae:5988.01514 [1361] validation_0-mae:4146.91113 validation_1-mae:5987.76514 [1362] validation_0-mae:4146.26074 validation_1-mae:5987.42920 [1363] validation_0-mae:4145.18799 validation_1-mae:5987.33105 [1364] validation_0-mae:4144.66553 validation_1-mae:5987.39404 [1365] validation_0-mae:4144.14258 validation_1-mae:5987.32764 [1366] validation_0-mae:4143.54883 validation_1-mae:5987.43945 [1367] validation_0-mae:4142.52246 validation_1-mae:5987.25586 [1368] validation_0-mae:4141.10498 validation_1-mae:5987.02734 [1369] validation_0-mae:4140.68603 validation_1-mae:5986.90137 [1370] validation_0-mae:4139.73486 validation_1-mae:5986.41943 [1371] validation_0-mae:4138.49853 validation_1-mae:5985.54639 [1372] validation_0-mae:4137.90234 validation_1-mae:5985.82275 [1373] validation_0-mae:4137.08252 validation_1-mae:5986.16553 [1374] validation_0-mae:4137.04639 validation_1-mae:5986.19824 [1375] validation_0-mae:4134.65137 validation_1-mae:5985.78320 [1376] validation_0-mae:4134.16650 validation_1-mae:5986.00879 [1377] validation_0-mae:4133.14600 validation_1-mae:5986.25049 [1378] validation_0-mae:4131.97559 validation_1-mae:5986.19971 [1379] validation_0-mae:4130.75830 validation_1-mae:5986.19482 [1380] validation_0-mae:4130.33301 validation_1-mae:5986.36523 [1381] validation_0-mae:4129.62598 validation_1-mae:5986.41992 [1382] validation_0-mae:4128.56641 validation_1-mae:5986.35693 [1383] validation_0-mae:4127.53272 validation_1-mae:5985.91113 [1384] validation_0-mae:4126.86230 validation_1-mae:5985.87353 [1385] validation_0-mae:4125.81055 validation_1-mae:5985.19775 [1386] validation_0-mae:4124.72022 validation_1-mae:5985.53272 [1387] validation_0-mae:4124.24023 validation_1-mae:5985.39307 [1388] validation_0-mae:4122.95605 validation_1-mae:5985.70703 [1389] validation_0-mae:4121.66943 validation_1-mae:5985.54541 [1390] validation_0-mae:4120.58887 validation_1-mae:5984.90820 [1391] validation_0-mae:4119.30908 validation_1-mae:5985.20605 [1392] validation_0-mae:4118.17725 validation_1-mae:5985.49951 [1393] validation_0-mae:4117.19678 validation_1-mae:5984.91992 [1394] validation_0-mae:4115.88721 validation_1-mae:5985.70117 [1395] validation_0-mae:4115.18115 validation_1-mae:5985.74072 [1396] validation_0-mae:4114.47559 validation_1-mae:5985.99170 [1397] validation_0-mae:4113.76025 validation_1-mae:5986.21777 [1398] validation_0-mae:4112.98779 validation_1-mae:5986.26953 [1399] validation_0-mae:4111.27051 validation_1-mae:5985.90088 [1400] validation_0-mae:4110.52100 validation_1-mae:5986.40039 [1401] validation_0-mae:4109.66504 validation_1-mae:5986.49414 [1402] validation_0-mae:4109.12647 validation_1-mae:5986.57812 [1403] validation_0-mae:4108.26367 validation_1-mae:5986.37109 [1404] validation_0-mae:4107.64697 validation_1-mae:5986.53223 [1405] validation_0-mae:4106.73047 validation_1-mae:5986.46777 [1406] validation_0-mae:4105.75244 validation_1-mae:5986.58105 [1407] validation_0-mae:4104.62402 validation_1-mae:5987.37158 [1408] validation_0-mae:4103.96143 validation_1-mae:5987.29395 [1409] validation_0-mae:4102.00781 validation_1-mae:5987.69385 [1410] validation_0-mae:4101.09522 validation_1-mae:5987.69482 [1411] validation_0-mae:4099.74268 validation_1-mae:5987.85205 [1412] validation_0-mae:4098.48682 validation_1-mae:5987.89746 [1413] validation_0-mae:4097.91064 validation_1-mae:5988.02637 [1414] validation_0-mae:4097.20215 validation_1-mae:5988.28027 [1415] validation_0-mae:4095.84521 validation_1-mae:5988.22754 [1416] validation_0-mae:4094.94702 validation_1-mae:5988.53662 [1417] validation_0-mae:4094.16943 validation_1-mae:5988.58057 [1418] validation_0-mae:4093.68042 validation_1-mae:5988.47559 [1419] validation_0-mae:4093.30200 validation_1-mae:5988.64941 [1420] validation_0-mae:4092.49780 validation_1-mae:5988.27783 [1421] validation_0-mae:4091.71655 validation_1-mae:5988.13965 [1422] validation_0-mae:4091.58374 validation_1-mae:5988.12793 [1423] validation_0-mae:4091.38647 validation_1-mae:5988.16016 [1424] validation_0-mae:4089.90137 validation_1-mae:5987.86475 [1425] validation_0-mae:4088.25757 validation_1-mae:5987.90674 [1426] validation_0-mae:4087.82983 validation_1-mae:5988.11719 [1427] validation_0-mae:4086.94580 validation_1-mae:5988.03906 [1428] validation_0-mae:4085.95630 validation_1-mae:5987.87793 [1429] validation_0-mae:4085.13867 validation_1-mae:5987.96728 [1430] validation_0-mae:4083.64380 validation_1-mae:5987.32227 [1431] validation_0-mae:4082.84497 validation_1-mae:5987.36768 [1432] validation_0-mae:4081.71558 validation_1-mae:5987.77051 [1433] validation_0-mae:4081.16113 validation_1-mae:5987.47168 [1434] validation_0-mae:4080.82397 validation_1-mae:5987.43994 [1435] validation_0-mae:4079.89380 validation_1-mae:5986.97217 [1436] validation_0-mae:4078.83862 validation_1-mae:5987.46582 [1437] validation_0-mae:4077.90918 validation_1-mae:5987.75439 [1438] validation_0-mae:4077.86084 validation_1-mae:5987.77588 [1439] validation_0-mae:4077.43359 validation_1-mae:5987.85303 [1440] validation_0-mae:4077.18481 validation_1-mae:5987.74463 [1441] validation_0-mae:4076.73267 validation_1-mae:5987.38086 [1442] validation_0-mae:4074.99145 validation_1-mae:5987.00732 [1443] validation_0-mae:4073.92358 validation_1-mae:5987.03418 [1444] validation_0-mae:4073.53760 validation_1-mae:5986.98242 [1445] validation_0-mae:4072.76758 validation_1-mae:5986.57129 [1446] validation_0-mae:4071.93311 validation_1-mae:5986.29150 [1447] validation_0-mae:4071.47363 validation_1-mae:5986.19238 [1448] validation_0-mae:4071.10107 validation_1-mae:5986.31543 [1449] validation_0-mae:4070.58423 validation_1-mae:5986.31006 [1450] validation_0-mae:4069.35400 validation_1-mae:5986.27197 [1451] validation_0-mae:4068.11108 validation_1-mae:5985.93408 [1452] validation_0-mae:4067.07275 validation_1-mae:5986.07520 [1453] validation_0-mae:4065.20776 validation_1-mae:5986.89453 [1454] validation_0-mae:4063.75293 validation_1-mae:5986.75586 [1455] validation_0-mae:4062.35107 validation_1-mae:5986.70996 [1456] validation_0-mae:4061.25732 validation_1-mae:5986.58350 [1457] validation_0-mae:4060.05884 validation_1-mae:5986.73877 [1458] validation_0-mae:4059.46802 validation_1-mae:5986.52637 [1459] validation_0-mae:4058.37451 validation_1-mae:5986.27002 [1460] validation_0-mae:4056.91992 validation_1-mae:5986.18897 [1461] validation_0-mae:4055.84717 validation_1-mae:5986.08301 [1462] validation_0-mae:4054.94800 validation_1-mae:5985.61230 [1463] validation_0-mae:4054.49341 validation_1-mae:5985.60840 [1464] validation_0-mae:4052.82373 validation_1-mae:5985.30859 [1465] validation_0-mae:4051.36597 validation_1-mae:5985.79443 [1466] validation_0-mae:4050.54834 validation_1-mae:5985.78955 [1467] validation_0-mae:4050.21899 validation_1-mae:5985.53174 [1468] validation_0-mae:4048.53198 validation_1-mae:5985.87353 [1469] validation_0-mae:4047.25879 validation_1-mae:5986.25830 [1470] validation_0-mae:4045.79736 validation_1-mae:5986.17529 [1471] validation_0-mae:4044.79858 validation_1-mae:5986.26221 [1472] validation_0-mae:4043.85254 validation_1-mae:5985.89795 [1473] validation_0-mae:4042.52808 validation_1-mae:5986.42822 [1474] validation_0-mae:4041.52222 validation_1-mae:5986.39404 [1475] validation_0-mae:4040.87793 validation_1-mae:5986.27881 [1476] validation_0-mae:4039.37256 validation_1-mae:5986.20947 [1477] validation_0-mae:4038.22095 validation_1-mae:5986.00586 [1478] validation_0-mae:4037.27612 validation_1-mae:5985.96240 [1479] validation_0-mae:4036.08960 validation_1-mae:5986.06689 [1480] validation_0-mae:4034.99707 validation_1-mae:5985.23633 [1481] validation_0-mae:4033.55835 validation_1-mae:5985.22168 [1482] validation_0-mae:4032.71753 validation_1-mae:5985.66504 [1483] validation_0-mae:4031.85889 validation_1-mae:5985.63135 [1484] validation_0-mae:4031.22339 validation_1-mae:5985.39355 [1485] validation_0-mae:4030.29541 validation_1-mae:5985.64355 [1486] validation_0-mae:4029.29810 validation_1-mae:5985.61182 [1487] validation_0-mae:4028.41113 validation_1-mae:5986.04492 [1488] validation_0-mae:4027.51514 validation_1-mae:5986.25928 [1489] validation_0-mae:4026.50317 validation_1-mae:5985.84180 [1490] validation_0-mae:4025.19751 validation_1-mae:5985.42578 [1491] validation_0-mae:4024.80127 validation_1-mae:5985.42480 [1492] validation_0-mae:4023.57324 validation_1-mae:5984.91309 [1493] validation_0-mae:4022.92700 validation_1-mae:5985.05518 [1494] validation_0-mae:4021.49487 validation_1-mae:5984.38232 [1495] validation_0-mae:4020.55322 validation_1-mae:5984.51318 [1496] validation_0-mae:4019.41016 validation_1-mae:5984.23486 [1497] validation_0-mae:4018.56958 validation_1-mae:5984.48096 [1498] validation_0-mae:4017.17529 validation_1-mae:5984.59766 [1499] validation_0-mae:4015.99097 validation_1-mae:5983.55420 [1500] validation_0-mae:4015.64819 validation_1-mae:5983.68018 [1501] validation_0-mae:4014.50562 validation_1-mae:5984.07861 [1502] validation_0-mae:4013.50708 validation_1-mae:5984.11621 [1503] validation_0-mae:4012.83008 validation_1-mae:5983.92285 [1504] validation_0-mae:4011.30176 validation_1-mae:5984.03906 [1505] validation_0-mae:4010.70386 validation_1-mae:5984.04150 [1506] validation_0-mae:4009.56714 validation_1-mae:5983.49951 [1507] validation_0-mae:4009.02295 validation_1-mae:5983.42432 [1508] validation_0-mae:4008.20874 validation_1-mae:5983.24512 [1509] validation_0-mae:4007.54297 validation_1-mae:5983.58643 [1510] validation_0-mae:4006.27368 validation_1-mae:5982.98975 [1511] validation_0-mae:4005.67310 validation_1-mae:5982.84668 [1512] validation_0-mae:4004.46436 validation_1-mae:5982.44238 [1513] validation_0-mae:4003.53125 validation_1-mae:5982.26660 [1514] validation_0-mae:4002.48779 validation_1-mae:5982.04102 [1515] validation_0-mae:4001.62939 validation_1-mae:5982.11572 [1516] validation_0-mae:4001.11523 validation_1-mae:5982.04883 [1517] validation_0-mae:4000.28369 validation_1-mae:5981.81689 [1518] validation_0-mae:3999.03491 validation_1-mae:5981.73633 [1519] validation_0-mae:3997.94873 validation_1-mae:5981.27100 [1520] validation_0-mae:3997.64941 validation_1-mae:5981.16553 [1521] validation_0-mae:3997.34863 validation_1-mae:5981.20361 [1522] validation_0-mae:3996.61084 validation_1-mae:5980.89014 [1523] validation_0-mae:3995.81738 validation_1-mae:5981.16113 [1524] validation_0-mae:3995.75562 validation_1-mae:5981.16113 [1525] validation_0-mae:3995.22974 validation_1-mae:5981.14941 [1526] validation_0-mae:3994.68140 validation_1-mae:5981.38574 [1527] validation_0-mae:3993.86548 validation_1-mae:5981.10547 [1528] validation_0-mae:3993.32935 validation_1-mae:5980.88574 [1529] validation_0-mae:3992.81152 validation_1-mae:5980.93750 [1530] validation_0-mae:3991.92505 validation_1-mae:5980.84277 [1531] validation_0-mae:3991.34326 validation_1-mae:5980.89697 [1532] validation_0-mae:3989.66699 validation_1-mae:5980.82568 [1533] validation_0-mae:3989.29736 validation_1-mae:5980.87891 [1534] validation_0-mae:3988.58252 validation_1-mae:5980.50391 [1535] validation_0-mae:3987.35962 validation_1-mae:5979.80371 [1536] validation_0-mae:3987.00806 validation_1-mae:5979.79395 [1537] validation_0-mae:3986.62671 validation_1-mae:5979.76416 [1538] validation_0-mae:3986.11401 validation_1-mae:5979.83105 [1539] validation_0-mae:3985.76025 validation_1-mae:5979.70068 [1540] validation_0-mae:3985.40039 validation_1-mae:5979.72022 [1541] validation_0-mae:3984.65210 validation_1-mae:5979.40039 [1542] validation_0-mae:3984.38721 validation_1-mae:5979.51025 [1543] validation_0-mae:3983.52661 validation_1-mae:5979.70410 [1544] validation_0-mae:3982.96240 validation_1-mae:5978.96289 [1545] validation_0-mae:3981.66870 validation_1-mae:5978.60059 [1546] validation_0-mae:3980.90234 validation_1-mae:5978.56738 [1547] validation_0-mae:3980.08472 validation_1-mae:5978.56006 [1548] validation_0-mae:3978.88013 validation_1-mae:5979.07959 [1549] validation_0-mae:3977.77026 validation_1-mae:5979.50195 [1550] validation_0-mae:3976.42236 validation_1-mae:5979.58838 [1551] validation_0-mae:3975.90137 validation_1-mae:5979.35303 [1552] validation_0-mae:3975.48315 validation_1-mae:5979.57520 [1553] validation_0-mae:3975.04468 validation_1-mae:5979.54785 [1554] validation_0-mae:3974.09692 validation_1-mae:5979.14893 [1555] validation_0-mae:3973.33106 validation_1-mae:5978.94092 [1556] validation_0-mae:3972.83838 validation_1-mae:5978.75830 [1557] validation_0-mae:3971.56592 validation_1-mae:5978.45605 [1558] validation_0-mae:3970.31274 validation_1-mae:5978.58203 [1559] validation_0-mae:3969.43408 validation_1-mae:5978.61328 [1560] validation_0-mae:3969.00659 validation_1-mae:5978.80859 [1561] validation_0-mae:3968.43677 validation_1-mae:5978.76221 [1562] validation_0-mae:3967.40601 validation_1-mae:5978.94092 [1563] validation_0-mae:3966.36499 validation_1-mae:5978.40527 [1564] validation_0-mae:3965.76636 validation_1-mae:5978.11621 [1565] validation_0-mae:3964.07519 validation_1-mae:5977.91797 [1566] validation_0-mae:3963.52808 validation_1-mae:5977.93945 [1567] validation_0-mae:3962.89233 validation_1-mae:5977.90723 [1568] validation_0-mae:3962.24487 validation_1-mae:5977.69580 [1569] validation_0-mae:3961.75439 validation_1-mae:5977.60645 [1570] validation_0-mae:3960.75195 validation_1-mae:5977.28369 [1571] validation_0-mae:3959.43970 validation_1-mae:5976.76611 [1572] validation_0-mae:3958.06372 validation_1-mae:5977.50342 [1573] validation_0-mae:3956.93433 validation_1-mae:5977.59326 [1574] validation_0-mae:3955.65576 validation_1-mae:5977.96143 [1575] validation_0-mae:3954.61401 validation_1-mae:5978.26855 [1576] validation_0-mae:3954.09521 validation_1-mae:5978.01709 [1577] validation_0-mae:3953.02295 validation_1-mae:5977.77686 [1578] validation_0-mae:3952.61279 validation_1-mae:5977.83105 [1579] validation_0-mae:3951.92090 validation_1-mae:5978.03125 [1580] validation_0-mae:3951.26269 validation_1-mae:5978.14502 [1581] validation_0-mae:3950.78638 validation_1-mae:5977.91357 [1582] validation_0-mae:3950.20776 validation_1-mae:5978.15430 [1583] validation_0-mae:3949.62793 validation_1-mae:5978.41943 [1584] validation_0-mae:3949.01123 validation_1-mae:5978.58398 [1585] validation_0-mae:3948.08252 validation_1-mae:5978.51367 [1586] validation_0-mae:3947.63721 validation_1-mae:5978.30762 [1587] validation_0-mae:3947.35010 validation_1-mae:5978.19727 [1588] validation_0-mae:3946.31250 validation_1-mae:5978.18750 [1589] validation_0-mae:3945.85864 validation_1-mae:5978.10107 [1590] validation_0-mae:3944.91162 validation_1-mae:5978.30420 [1591] validation_0-mae:3944.14990 validation_1-mae:5978.12842 [1592] validation_0-mae:3943.37695 validation_1-mae:5978.09375 [1593] validation_0-mae:3942.80322 validation_1-mae:5978.24512 [1594] validation_0-mae:3941.59155 validation_1-mae:5977.97070 [1595] validation_0-mae:3940.27051 validation_1-mae:5977.78906 [1596] validation_0-mae:3939.06470 validation_1-mae:5977.62451 [1597] validation_0-mae:3937.93140 validation_1-mae:5977.83154 [1598] validation_0-mae:3937.49951 validation_1-mae:5978.34033 [1599] validation_0-mae:3936.08423 validation_1-mae:5977.49561 [1600] validation_0-mae:3935.37134 validation_1-mae:5976.87891 [1601] validation_0-mae:3934.22314 validation_1-mae:5976.59277 [1602] validation_0-mae:3932.92017 validation_1-mae:5977.14648 [1603] validation_0-mae:3931.67358 validation_1-mae:5977.32910 [1604] validation_0-mae:3930.22852 validation_1-mae:5977.37695 [1605] validation_0-mae:3929.04126 validation_1-mae:5977.32617 [1606] validation_0-mae:3928.22485 validation_1-mae:5977.06152 [1607] validation_0-mae:3927.45264 validation_1-mae:5976.73633 [1608] validation_0-mae:3927.12158 validation_1-mae:5976.65723 [1609] validation_0-mae:3926.14648 validation_1-mae:5976.23047 [1610] validation_0-mae:3924.43555 validation_1-mae:5976.53906 [1611] validation_0-mae:3923.52637 validation_1-mae:5976.55029 [1612] validation_0-mae:3922.64770 validation_1-mae:5976.54590 [1613] validation_0-mae:3921.56348 validation_1-mae:5976.90039 [1614] validation_0-mae:3921.18896 validation_1-mae:5976.68066 [1615] validation_0-mae:3920.58520 validation_1-mae:5976.87988 [1616] validation_0-mae:3919.86011 validation_1-mae:5976.78369 [1617] validation_0-mae:3918.84082 validation_1-mae:5976.99853 [1618] validation_0-mae:3918.64941 validation_1-mae:5976.90137 [1619] validation_0-mae:3918.33765 validation_1-mae:5976.69238 [1620] validation_0-mae:3917.29272 validation_1-mae:5977.17920 [1621] validation_0-mae:3916.30078 validation_1-mae:5977.29395 [1622] validation_0-mae:3915.87183 validation_1-mae:5977.46924 [1623] validation_0-mae:3915.40088 validation_1-mae:5977.39893 [1624] validation_0-mae:3914.42920 validation_1-mae:5977.12647 [1625] validation_0-mae:3913.52881 validation_1-mae:5977.29541 [1626] validation_0-mae:3912.80518 validation_1-mae:5978.04150 [1627] validation_0-mae:3912.78809 validation_1-mae:5978.05127 [1628] validation_0-mae:3912.06006 validation_1-mae:5978.29834 [1629] validation_0-mae:3911.66504 validation_1-mae:5978.33203 [1630] validation_0-mae:3910.79248 validation_1-mae:5978.45605 [1631] validation_0-mae:3909.86133 validation_1-mae:5978.13232 [1632] validation_0-mae:3908.65381 validation_1-mae:5978.06592 [1633] validation_0-mae:3906.54858 validation_1-mae:5977.66602 [1634] validation_0-mae:3905.49731 validation_1-mae:5977.74463 [1635] validation_0-mae:3904.85034 validation_1-mae:5978.05664 [1636] validation_0-mae:3904.18457 validation_1-mae:5977.85986 [1637] validation_0-mae:3902.95166 validation_1-mae:5977.76221 [1638] validation_0-mae:3902.14356 validation_1-mae:5977.31641 [1639] validation_0-mae:3901.51929 validation_1-mae:5977.91943 [1640] validation_0-mae:3901.04761 validation_1-mae:5977.78027 [1641] validation_0-mae:3900.56128 validation_1-mae:5977.79785 [1642] validation_0-mae:3899.87744 validation_1-mae:5977.93359 [1643] validation_0-mae:3898.96558 validation_1-mae:5978.43848 [1644] validation_0-mae:3897.96924 validation_1-mae:5978.27441 [1645] validation_0-mae:3897.19507 validation_1-mae:5978.03027 [1646] validation_0-mae:3896.47974 validation_1-mae:5978.31982 [1647] validation_0-mae:3895.81323 validation_1-mae:5978.43066 [1648] validation_0-mae:3895.22607 validation_1-mae:5978.42236 [1649] validation_0-mae:3894.57373 validation_1-mae:5978.21680 [1650] validation_0-mae:3893.55884 validation_1-mae:5978.16406 [1651] validation_0-mae:3892.89502 validation_1-mae:5977.96777 [1652] validation_0-mae:3892.15820 validation_1-mae:5978.20801 [1653] validation_0-mae:3891.28491 validation_1-mae:5977.94336 [1654] validation_0-mae:3890.92114 validation_1-mae:5977.80078 [1655] validation_0-mae:3890.29736 validation_1-mae:5978.07666 [1656] validation_0-mae:3889.34302 validation_1-mae:5977.86572 [1657] validation_0-mae:3889.29321 validation_1-mae:5977.85254 [1658] validation_0-mae:3888.25000 validation_1-mae:5978.05518 [1659] validation_0-mae:3888.06958 validation_1-mae:5978.04199 [1660] validation_0-mae:3887.19800 validation_1-mae:5978.02295 [1661] validation_0-mae:3886.10400 validation_1-mae:5977.83789 [1662] validation_0-mae:3884.93652 validation_1-mae:5977.51611 [1663] validation_0-mae:3884.31323 validation_1-mae:5977.68652 [1664] validation_0-mae:3883.00684 validation_1-mae:5977.73828 [1665] validation_0-mae:3881.84204 validation_1-mae:5977.94141 [1666] validation_0-mae:3881.22754 validation_1-mae:5978.35205 [1667] validation_0-mae:3880.45459 validation_1-mae:5978.77148 [1668] validation_0-mae:3879.74927 validation_1-mae:5978.40186 [1669] validation_0-mae:3878.82861 validation_1-mae:5978.41113 [1670] validation_0-mae:3877.92700 validation_1-mae:5978.11768 [1671] validation_0-mae:3876.35132 validation_1-mae:5978.44678 [1672] validation_0-mae:3874.69702 validation_1-mae:5977.94043 [1673] validation_0-mae:3874.05151 validation_1-mae:5978.11816 [1674] validation_0-mae:3873.22437 validation_1-mae:5978.41943 [1675] validation_0-mae:3871.79761 validation_1-mae:5978.66797 [1676] validation_0-mae:3870.79443 validation_1-mae:5979.04199 [1677] validation_0-mae:3868.94141 validation_1-mae:5980.07324 [1678] validation_0-mae:3867.65967 validation_1-mae:5980.15625 [1679] validation_0-mae:3866.85278 validation_1-mae:5980.14600 [1680] validation_0-mae:3866.33911 validation_1-mae:5980.34522 [1681] validation_0-mae:3865.76636 validation_1-mae:5980.39746 [1682] validation_0-mae:3865.16138 validation_1-mae:5980.47607 [1683] validation_0-mae:3864.57593 validation_1-mae:5980.60303 [1684] validation_0-mae:3863.81812 validation_1-mae:5980.58057 [1685] validation_0-mae:3863.21118 validation_1-mae:5980.41113 [1686] validation_0-mae:3862.20337 validation_1-mae:5980.17773 [1687] validation_0-mae:3861.74414 validation_1-mae:5980.33691 [1688] validation_0-mae:3860.96094 validation_1-mae:5980.11572 [1689] validation_0-mae:3860.33081 validation_1-mae:5980.11914 [1690] validation_0-mae:3859.62549 validation_1-mae:5979.84619 [1691] validation_0-mae:3859.07886 validation_1-mae:5979.92285 [1692] validation_0-mae:3858.38769 validation_1-mae:5980.00879 [1693] validation_0-mae:3857.89404 validation_1-mae:5980.18506 [1694] validation_0-mae:3857.31250 validation_1-mae:5980.33105 [1695] validation_0-mae:3856.61011 validation_1-mae:5980.37744 [1696] validation_0-mae:3856.37842 validation_1-mae:5980.43994 [1697] validation_0-mae:3855.29468 validation_1-mae:5980.13477 [1698] validation_0-mae:3854.33813 validation_1-mae:5979.64941 [1699] validation_0-mae:3853.80273 validation_1-mae:5979.55859 Dropping: str [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.97461 validation_1-mae:9623.92090 [14] validation_0-mae:9418.90527 validation_1-mae:9233.26269 [15] validation_0-mae:9084.41894 validation_1-mae:8905.83496 [16] validation_0-mae:8802.76660 validation_1-mae:8634.42578 [17] validation_0-mae:8567.56836 validation_1-mae:8409.99414 [18] validation_0-mae:8374.73828 validation_1-mae:8221.81543 [19] validation_0-mae:8211.97070 validation_1-mae:8068.87695 [20] validation_0-mae:8069.25439 validation_1-mae:7937.74072 [21] validation_0-mae:7944.89600 validation_1-mae:7829.82129 [22] validation_0-mae:7846.75684 validation_1-mae:7743.39453 [23] validation_0-mae:7760.49268 validation_1-mae:7674.26562 [24] validation_0-mae:7676.77881 validation_1-mae:7595.91943 [25] validation_0-mae:7604.22461 validation_1-mae:7532.59863 [26] validation_0-mae:7548.76904 validation_1-mae:7485.81397 [27] validation_0-mae:7488.48926 validation_1-mae:7431.78418 [28] validation_0-mae:7439.25342 validation_1-mae:7390.48633 [29] validation_0-mae:7397.08154 validation_1-mae:7356.31397 [30] validation_0-mae:7361.37988 validation_1-mae:7325.84912 [31] validation_0-mae:7320.82324 validation_1-mae:7289.30908 [32] validation_0-mae:7292.41406 validation_1-mae:7271.84180 [33] validation_0-mae:7264.21240 validation_1-mae:7250.80029 [34] validation_0-mae:7233.89893 validation_1-mae:7230.84082 [35] validation_0-mae:7202.42920 validation_1-mae:7206.19775 [36] validation_0-mae:7185.20361 validation_1-mae:7192.78272 [37] validation_0-mae:7167.49853 validation_1-mae:7182.76709 [38] validation_0-mae:7142.06152 validation_1-mae:7161.26855 [39] validation_0-mae:7120.70850 validation_1-mae:7144.13232 [40] validation_0-mae:7102.88379 validation_1-mae:7133.76416 [41] validation_0-mae:7086.71875 validation_1-mae:7121.37012 [42] validation_0-mae:7069.59863 validation_1-mae:7110.62744 [43] validation_0-mae:7049.54834 validation_1-mae:7096.82812 [44] validation_0-mae:7037.07080 validation_1-mae:7086.04150 [45] validation_0-mae:7011.81006 validation_1-mae:7065.59814 [46] validation_0-mae:6988.37256 validation_1-mae:7045.79883 [47] validation_0-mae:6972.49365 validation_1-mae:7037.73096 [48] validation_0-mae:6947.80811 validation_1-mae:7019.25391 [49] validation_0-mae:6933.62598 validation_1-mae:7009.20215 [50] validation_0-mae:6915.70459 validation_1-mae:6996.27295 [51] validation_0-mae:6900.52295 validation_1-mae:6984.00684 [52] validation_0-mae:6889.55273 validation_1-mae:6978.53467 [53] validation_0-mae:6875.63672 validation_1-mae:6968.99365 [54] validation_0-mae:6865.33887 validation_1-mae:6964.57227 [55] validation_0-mae:6847.65918 validation_1-mae:6949.03223 [56] validation_0-mae:6830.95508 validation_1-mae:6934.56836 [57] validation_0-mae:6822.23047 validation_1-mae:6930.43555 [58] validation_0-mae:6810.78613 validation_1-mae:6919.94287 [59] validation_0-mae:6795.55176 validation_1-mae:6906.59863 [60] validation_0-mae:6783.24268 validation_1-mae:6895.71045 [61] validation_0-mae:6770.07471 validation_1-mae:6887.14795 [62] validation_0-mae:6758.66016 validation_1-mae:6879.86865 [63] validation_0-mae:6750.28662 validation_1-mae:6872.40478 [64] validation_0-mae:6736.55908 validation_1-mae:6864.97852 [65] validation_0-mae:6724.63379 validation_1-mae:6855.25781 [66] validation_0-mae:6714.38867 validation_1-mae:6847.60645 [67] validation_0-mae:6697.21875 validation_1-mae:6832.29980 [68] validation_0-mae:6684.79541 validation_1-mae:6822.89453 [69] validation_0-mae:6677.14111 validation_1-mae:6816.48633 [70] validation_0-mae:6668.42969 validation_1-mae:6810.15967 [71] validation_0-mae:6655.24805 validation_1-mae:6799.91650 [72] validation_0-mae:6643.36182 validation_1-mae:6790.48242 [73] validation_0-mae:6635.54541 validation_1-mae:6784.22412 [74] validation_0-mae:6621.15869 validation_1-mae:6772.87158 [75] validation_0-mae:6613.96728 validation_1-mae:6769.18115 [76] validation_0-mae:6605.22998 validation_1-mae:6764.72803 [77] validation_0-mae:6595.77393 validation_1-mae:6756.97949 [78] validation_0-mae:6585.64551 validation_1-mae:6748.66504 [79] validation_0-mae:6575.98682 validation_1-mae:6743.49512 [80] validation_0-mae:6567.26465 validation_1-mae:6737.50244 [81] validation_0-mae:6555.80371 validation_1-mae:6729.69092 [82] validation_0-mae:6550.02246 validation_1-mae:6727.13867 [83] validation_0-mae:6539.61426 validation_1-mae:6718.80127 [84] validation_0-mae:6529.26709 validation_1-mae:6709.41553 [85] validation_0-mae:6518.99121 validation_1-mae:6702.76465 [86] validation_0-mae:6511.02002 validation_1-mae:6698.48047 [87] validation_0-mae:6506.43018 validation_1-mae:6695.62842 [88] validation_0-mae:6496.45996 validation_1-mae:6689.55518 [89] validation_0-mae:6489.98047 validation_1-mae:6685.02051 [90] validation_0-mae:6485.85938 validation_1-mae:6681.21728 [91] validation_0-mae:6474.38037 validation_1-mae:6671.90234 [92] validation_0-mae:6465.73877 validation_1-mae:6667.52490 [93] validation_0-mae:6461.64941 validation_1-mae:6665.33936 [94] validation_0-mae:6454.59228 validation_1-mae:6660.55273 [95] validation_0-mae:6444.29736 validation_1-mae:6652.04346 [96] validation_0-mae:6433.25049 validation_1-mae:6643.71094 [97] validation_0-mae:6422.86914 validation_1-mae:6638.32520 [98] validation_0-mae:6418.43555 validation_1-mae:6635.83154 [99] validation_0-mae:6412.31103 validation_1-mae:6631.08838 [100] validation_0-mae:6405.91699 validation_1-mae:6628.19238 [101] validation_0-mae:6395.82764 validation_1-mae:6621.10986 [102] validation_0-mae:6394.11621 validation_1-mae:6619.39355 [103] validation_0-mae:6388.54297 validation_1-mae:6617.20508 [104] validation_0-mae:6382.18311 validation_1-mae:6613.55713 [105] validation_0-mae:6375.38623 validation_1-mae:6609.51758 [106] validation_0-mae:6369.09033 validation_1-mae:6605.58740 [107] validation_0-mae:6367.33594 validation_1-mae:6604.22510 [108] validation_0-mae:6361.94141 validation_1-mae:6599.91016 [109] validation_0-mae:6355.33154 validation_1-mae:6595.71631 [110] validation_0-mae:6347.68066 validation_1-mae:6589.62598 [111] validation_0-mae:6340.60352 validation_1-mae:6582.80029 [112] validation_0-mae:6333.18945 validation_1-mae:6577.91699 [113] validation_0-mae:6329.20605 validation_1-mae:6575.44141 [114] validation_0-mae:6324.17920 validation_1-mae:6572.89404 [115] validation_0-mae:6320.04590 validation_1-mae:6569.50830 [116] validation_0-mae:6313.00244 validation_1-mae:6565.17480 [117] validation_0-mae:6305.18945 validation_1-mae:6561.63477 [118] validation_0-mae:6301.41504 validation_1-mae:6559.91016 [119] validation_0-mae:6295.75391 validation_1-mae:6557.90430 [120] validation_0-mae:6293.81787 validation_1-mae:6557.58398 [121] validation_0-mae:6287.77783 validation_1-mae:6553.96777 [122] validation_0-mae:6282.57666 validation_1-mae:6551.02100 [123] validation_0-mae:6277.12158 validation_1-mae:6547.47217 [124] validation_0-mae:6271.29150 validation_1-mae:6543.20020 [125] validation_0-mae:6266.40430 validation_1-mae:6542.01221 [126] validation_0-mae:6262.64844 validation_1-mae:6540.20508 [127] validation_0-mae:6259.46533 validation_1-mae:6537.38379 [128] validation_0-mae:6254.23047 validation_1-mae:6532.04834 [129] validation_0-mae:6248.29248 validation_1-mae:6530.04150 [130] validation_0-mae:6245.09326 validation_1-mae:6528.05371 [131] validation_0-mae:6236.65039 validation_1-mae:6520.93750 [132] validation_0-mae:6231.42725 validation_1-mae:6520.90967 [133] validation_0-mae:6224.96338 validation_1-mae:6518.01611 [134] validation_0-mae:6222.10107 validation_1-mae:6515.16895 [135] validation_0-mae:6213.22656 validation_1-mae:6509.04053 [136] validation_0-mae:6209.01025 validation_1-mae:6506.07666 [137] validation_0-mae:6204.74658 validation_1-mae:6504.73438 [138] validation_0-mae:6200.22705 validation_1-mae:6501.64551 [139] validation_0-mae:6198.81299 validation_1-mae:6501.29053 [140] validation_0-mae:6195.04297 validation_1-mae:6498.65576 [141] validation_0-mae:6190.86963 validation_1-mae:6496.11914 [142] validation_0-mae:6182.06445 validation_1-mae:6489.31641 [143] validation_0-mae:6177.30762 validation_1-mae:6487.53418 [144] validation_0-mae:6174.07861 validation_1-mae:6485.09180 [145] validation_0-mae:6169.06055 validation_1-mae:6482.14209 [146] validation_0-mae:6159.63379 validation_1-mae:6474.41211 [147] validation_0-mae:6155.68945 validation_1-mae:6471.78613 [148] validation_0-mae:6151.96143 validation_1-mae:6468.67773 [149] validation_0-mae:6147.78760 validation_1-mae:6467.24902 [150] validation_0-mae:6144.27686 validation_1-mae:6464.63916 [151] validation_0-mae:6140.67920 validation_1-mae:6463.58838 [152] validation_0-mae:6139.76074 validation_1-mae:6462.85107 [153] validation_0-mae:6136.86816 validation_1-mae:6460.28711 [154] validation_0-mae:6131.58057 validation_1-mae:6457.90088 [155] validation_0-mae:6126.21143 validation_1-mae:6455.39746 [156] validation_0-mae:6123.84717 validation_1-mae:6454.16650 [157] validation_0-mae:6114.95898 validation_1-mae:6447.90381 [158] validation_0-mae:6112.08594 validation_1-mae:6445.29297 [159] validation_0-mae:6107.52881 validation_1-mae:6442.78564 [160] validation_0-mae:6104.00342 validation_1-mae:6440.53125 [161] validation_0-mae:6101.20459 validation_1-mae:6440.65381 [162] validation_0-mae:6097.58301 validation_1-mae:6438.45166 [163] validation_0-mae:6092.87891 validation_1-mae:6436.51611 [164] validation_0-mae:6089.13916 validation_1-mae:6433.93603 [165] validation_0-mae:6082.66504 validation_1-mae:6428.96143 [166] validation_0-mae:6080.87256 validation_1-mae:6427.76855 [167] validation_0-mae:6077.74414 validation_1-mae:6426.73096 [168] validation_0-mae:6072.99707 validation_1-mae:6423.98047 [169] validation_0-mae:6069.01074 validation_1-mae:6421.33154 [170] validation_0-mae:6066.20264 validation_1-mae:6421.43701 [171] validation_0-mae:6060.70459 validation_1-mae:6421.88037 [172] validation_0-mae:6056.98389 validation_1-mae:6419.47217 [173] validation_0-mae:6054.98828 validation_1-mae:6418.94189 [174] validation_0-mae:6051.78369 validation_1-mae:6416.88818 [175] validation_0-mae:6047.75977 validation_1-mae:6414.88721 [176] validation_0-mae:6045.35400 validation_1-mae:6414.60889 [177] validation_0-mae:6041.65967 validation_1-mae:6413.25439 [178] validation_0-mae:6036.78516 validation_1-mae:6412.14453 [179] validation_0-mae:6030.84766 validation_1-mae:6408.55225 [180] validation_0-mae:6028.18555 validation_1-mae:6406.42871 [181] validation_0-mae:6023.19238 validation_1-mae:6405.53662 [182] validation_0-mae:6019.79980 validation_1-mae:6402.59082 [183] validation_0-mae:6016.29688 validation_1-mae:6400.85742 [184] validation_0-mae:6013.45312 validation_1-mae:6400.67676 [185] validation_0-mae:6010.95166 validation_1-mae:6401.40186 [186] validation_0-mae:6007.14160 validation_1-mae:6399.19971 [187] validation_0-mae:6003.99707 validation_1-mae:6397.43457 [188] validation_0-mae:6002.95703 validation_1-mae:6397.61426 [189] validation_0-mae:5998.96924 validation_1-mae:6395.70068 [190] validation_0-mae:5992.17529 validation_1-mae:6391.10693 [191] validation_0-mae:5989.26318 validation_1-mae:6389.76855 [192] validation_0-mae:5986.20703 validation_1-mae:6387.75342 [193] validation_0-mae:5983.98926 validation_1-mae:6386.59082 [194] validation_0-mae:5981.98096 validation_1-mae:6385.53418 [195] validation_0-mae:5975.98682 validation_1-mae:6380.85986 [196] validation_0-mae:5973.73633 validation_1-mae:6380.10107 [197] validation_0-mae:5970.05664 validation_1-mae:6378.23047 [198] validation_0-mae:5968.48193 validation_1-mae:6377.39209 [199] validation_0-mae:5964.26758 validation_1-mae:6375.25488 [200] validation_0-mae:5961.76465 validation_1-mae:6375.04004 [201] validation_0-mae:5956.54688 validation_1-mae:6372.99609 [202] validation_0-mae:5953.52783 validation_1-mae:6372.40918 [203] validation_0-mae:5949.54395 validation_1-mae:6370.58691 [204] validation_0-mae:5948.44678 validation_1-mae:6370.25293 [205] validation_0-mae:5941.84375 validation_1-mae:6366.98535 [206] validation_0-mae:5937.22803 validation_1-mae:6364.61670 [207] validation_0-mae:5936.32031 validation_1-mae:6364.42529 [208] validation_0-mae:5933.47998 validation_1-mae:6362.92139 [209] validation_0-mae:5930.80078 validation_1-mae:6362.26123 [210] validation_0-mae:5929.11670 validation_1-mae:6361.73633 [211] validation_0-mae:5924.18115 validation_1-mae:6356.94141 [212] validation_0-mae:5922.20605 validation_1-mae:6356.18408 [213] validation_0-mae:5914.82666 validation_1-mae:6350.68652 [214] validation_0-mae:5909.98486 validation_1-mae:6347.81152 [215] validation_0-mae:5907.34668 validation_1-mae:6346.16943 [216] validation_0-mae:5903.84522 validation_1-mae:6345.27051 [217] validation_0-mae:5901.93311 validation_1-mae:6346.16602 [218] validation_0-mae:5896.80859 validation_1-mae:6345.36816 [219] validation_0-mae:5891.98047 validation_1-mae:6342.20020 [220] validation_0-mae:5890.54688 validation_1-mae:6342.24609 [221] validation_0-mae:5888.16455 validation_1-mae:6341.19971 [222] validation_0-mae:5884.91064 validation_1-mae:6341.60986 [223] validation_0-mae:5878.89893 validation_1-mae:6340.30518 [224] validation_0-mae:5876.59863 validation_1-mae:6338.67188 [225] validation_0-mae:5874.30127 validation_1-mae:6337.67383 [226] validation_0-mae:5873.25195 validation_1-mae:6337.50000 [227] validation_0-mae:5869.95557 validation_1-mae:6337.66064 [228] validation_0-mae:5867.83496 validation_1-mae:6336.22852 [229] validation_0-mae:5866.61230 validation_1-mae:6335.14404 [230] validation_0-mae:5862.85303 validation_1-mae:6333.29541 [231] validation_0-mae:5858.67334 validation_1-mae:6331.48877 [232] validation_0-mae:5854.53564 validation_1-mae:6330.46240 [233] validation_0-mae:5852.83936 validation_1-mae:6329.55762 [234] validation_0-mae:5848.29541 validation_1-mae:6326.79102 [235] validation_0-mae:5847.02686 validation_1-mae:6326.60938 [236] validation_0-mae:5840.22510 validation_1-mae:6323.03125 [237] validation_0-mae:5836.53711 validation_1-mae:6321.38379 [238] validation_0-mae:5833.11377 validation_1-mae:6319.19678 [239] validation_0-mae:5832.55469 validation_1-mae:6319.87207 [240] validation_0-mae:5830.14941 validation_1-mae:6318.06885 [241] validation_0-mae:5828.43994 validation_1-mae:6317.24951 [242] validation_0-mae:5826.02734 validation_1-mae:6317.03906 [243] validation_0-mae:5819.73340 validation_1-mae:6313.77734 [244] validation_0-mae:5812.32324 validation_1-mae:6310.96143 [245] validation_0-mae:5809.13428 validation_1-mae:6310.50342 [246] validation_0-mae:5807.22119 validation_1-mae:6309.75293 [247] validation_0-mae:5804.10791 validation_1-mae:6307.77832 [248] validation_0-mae:5802.52051 validation_1-mae:6307.70410 [249] validation_0-mae:5798.64990 validation_1-mae:6305.40918 [250] validation_0-mae:5796.31543 validation_1-mae:6304.38770 [251] validation_0-mae:5794.05371 validation_1-mae:6304.11475 [252] validation_0-mae:5791.70996 validation_1-mae:6303.30713 [253] validation_0-mae:5788.37256 validation_1-mae:6301.41846 [254] validation_0-mae:5782.28662 validation_1-mae:6296.99365 [255] validation_0-mae:5779.76514 validation_1-mae:6297.22949 [256] validation_0-mae:5779.14990 validation_1-mae:6297.04932 [257] validation_0-mae:5777.16309 validation_1-mae:6296.72949 [258] validation_0-mae:5773.88086 validation_1-mae:6295.02100 [259] validation_0-mae:5770.71338 validation_1-mae:6293.49902 [260] validation_0-mae:5768.85596 validation_1-mae:6292.43652 [261] validation_0-mae:5765.38770 validation_1-mae:6289.41992 [262] validation_0-mae:5764.20557 validation_1-mae:6288.81543 [263] validation_0-mae:5758.12500 validation_1-mae:6285.53857 [264] validation_0-mae:5757.40918 validation_1-mae:6284.94434 [265] validation_0-mae:5753.38428 validation_1-mae:6282.57617 [266] validation_0-mae:5749.73047 validation_1-mae:6280.47705 [267] validation_0-mae:5746.13916 validation_1-mae:6277.55176 [268] validation_0-mae:5741.28320 validation_1-mae:6273.74902 [269] validation_0-mae:5740.35693 validation_1-mae:6273.64111 [270] validation_0-mae:5739.39941 validation_1-mae:6273.34668 [271] validation_0-mae:5737.80713 validation_1-mae:6273.02246 [272] validation_0-mae:5732.95752 validation_1-mae:6270.37939 [273] validation_0-mae:5731.36768 validation_1-mae:6270.30273 [274] validation_0-mae:5726.84912 validation_1-mae:6267.81006 [275] validation_0-mae:5723.95557 validation_1-mae:6267.93311 [276] validation_0-mae:5722.73047 validation_1-mae:6267.98047 [277] validation_0-mae:5722.13574 validation_1-mae:6267.46240 [278] validation_0-mae:5719.28467 validation_1-mae:6266.31299 [279] validation_0-mae:5716.84473 validation_1-mae:6265.25488 [280] validation_0-mae:5715.33594 validation_1-mae:6265.49853 [281] validation_0-mae:5712.84180 validation_1-mae:6264.50049 [282] validation_0-mae:5710.57520 validation_1-mae:6262.39600 [283] validation_0-mae:5705.30957 validation_1-mae:6260.23584 [284] validation_0-mae:5703.80371 validation_1-mae:6259.84619 [285] validation_0-mae:5701.84424 validation_1-mae:6259.59766 [286] validation_0-mae:5699.59570 validation_1-mae:6257.54639 [287] validation_0-mae:5697.84424 validation_1-mae:6257.47363 [288] validation_0-mae:5695.54590 validation_1-mae:6257.08496 [289] validation_0-mae:5694.24170 validation_1-mae:6257.41162 [290] validation_0-mae:5691.54688 validation_1-mae:6256.29932 [291] validation_0-mae:5690.24853 validation_1-mae:6254.63770 [292] validation_0-mae:5688.36523 validation_1-mae:6254.27100 [293] validation_0-mae:5684.80859 validation_1-mae:6252.89795 [294] validation_0-mae:5681.90137 validation_1-mae:6251.84131 [295] validation_0-mae:5677.70850 validation_1-mae:6248.92822 [296] validation_0-mae:5675.25147 validation_1-mae:6248.46338 [297] validation_0-mae:5673.79590 validation_1-mae:6248.75000 [298] validation_0-mae:5672.10059 validation_1-mae:6247.92432 [299] validation_0-mae:5669.24072 validation_1-mae:6245.71143 [300] validation_0-mae:5666.50928 validation_1-mae:6246.11084 [301] validation_0-mae:5665.65674 validation_1-mae:6246.53320 [302] validation_0-mae:5662.91553 validation_1-mae:6245.85791 [303] validation_0-mae:5661.73096 validation_1-mae:6245.55811 [304] validation_0-mae:5660.63281 validation_1-mae:6245.55713 [305] validation_0-mae:5658.66797 validation_1-mae:6245.40283 [306] validation_0-mae:5655.62647 validation_1-mae:6243.36768 [307] validation_0-mae:5654.31397 validation_1-mae:6242.98535 [308] validation_0-mae:5652.08252 validation_1-mae:6243.62451 [309] validation_0-mae:5650.46680 validation_1-mae:6242.54297 [310] validation_0-mae:5647.98389 validation_1-mae:6241.01270 [311] validation_0-mae:5642.74853 validation_1-mae:6237.42041 [312] validation_0-mae:5641.02686 validation_1-mae:6236.83740 [313] validation_0-mae:5638.16992 validation_1-mae:6236.43213 [314] validation_0-mae:5636.70801 validation_1-mae:6236.33447 [315] validation_0-mae:5635.64551 validation_1-mae:6235.81885 [316] validation_0-mae:5634.64697 validation_1-mae:6235.76562 [317] validation_0-mae:5632.35205 validation_1-mae:6236.62256 [318] validation_0-mae:5630.47119 validation_1-mae:6237.06543 [319] validation_0-mae:5628.75342 validation_1-mae:6236.67773 [320] validation_0-mae:5626.72705 validation_1-mae:6235.92822 [321] validation_0-mae:5623.52002 validation_1-mae:6234.39062 [322] validation_0-mae:5618.93555 validation_1-mae:6232.05518 [323] validation_0-mae:5615.14014 validation_1-mae:6229.47656 [324] validation_0-mae:5613.58350 validation_1-mae:6228.67480 [325] validation_0-mae:5612.95947 validation_1-mae:6228.10107 [326] validation_0-mae:5611.24609 validation_1-mae:6228.00586 [327] validation_0-mae:5609.87842 validation_1-mae:6227.14111 [328] validation_0-mae:5608.95117 validation_1-mae:6226.58496 [329] validation_0-mae:5605.81543 validation_1-mae:6225.95459 [330] validation_0-mae:5605.06689 validation_1-mae:6225.64502 [331] validation_0-mae:5602.69141 validation_1-mae:6224.70801 [332] validation_0-mae:5600.58350 validation_1-mae:6223.72119 [333] validation_0-mae:5598.50342 validation_1-mae:6222.64404 [334] validation_0-mae:5594.99561 validation_1-mae:6221.09717 [335] validation_0-mae:5593.21728 validation_1-mae:6220.35938 [336] validation_0-mae:5590.02002 validation_1-mae:6218.40430 [337] validation_0-mae:5587.77051 validation_1-mae:6216.99756 [338] validation_0-mae:5585.96338 validation_1-mae:6217.31982 [339] validation_0-mae:5582.89111 validation_1-mae:6216.92041 [340] validation_0-mae:5579.84570 validation_1-mae:6216.03418 [341] validation_0-mae:5577.17920 validation_1-mae:6215.74853 [342] validation_0-mae:5573.38721 validation_1-mae:6214.57959 [343] validation_0-mae:5570.63916 validation_1-mae:6213.08203 [344] validation_0-mae:5566.74609 validation_1-mae:6212.71191 [345] validation_0-mae:5565.31299 validation_1-mae:6212.26465 [346] validation_0-mae:5562.93457 validation_1-mae:6211.27978 [347] validation_0-mae:5562.51709 validation_1-mae:6211.15283 [348] validation_0-mae:5560.76172 validation_1-mae:6210.49805 [349] validation_0-mae:5558.93994 validation_1-mae:6210.41553 [350] validation_0-mae:5555.57178 validation_1-mae:6209.88477 [351] validation_0-mae:5555.06250 validation_1-mae:6209.71143 [352] validation_0-mae:5553.51270 validation_1-mae:6208.85352 [353] validation_0-mae:5552.85986 validation_1-mae:6208.12158 [354] validation_0-mae:5551.23828 validation_1-mae:6207.03857 [355] validation_0-mae:5548.85205 validation_1-mae:6205.74561 [356] validation_0-mae:5546.95801 validation_1-mae:6205.40137 [357] validation_0-mae:5541.49463 validation_1-mae:6202.91748 [358] validation_0-mae:5538.04980 validation_1-mae:6200.56836 [359] validation_0-mae:5536.43945 validation_1-mae:6200.60596 [360] validation_0-mae:5535.39111 validation_1-mae:6199.88916 [361] validation_0-mae:5533.52686 validation_1-mae:6199.34717 [362] validation_0-mae:5529.17773 validation_1-mae:6196.84961 [363] validation_0-mae:5526.87256 validation_1-mae:6197.12549 [364] validation_0-mae:5524.41650 validation_1-mae:6196.92871 [365] validation_0-mae:5522.87402 validation_1-mae:6196.06397 [366] validation_0-mae:5521.09570 validation_1-mae:6196.32520 [367] validation_0-mae:5520.81836 validation_1-mae:6196.30371 [368] validation_0-mae:5519.84570 validation_1-mae:6195.65527 [369] validation_0-mae:5517.91406 validation_1-mae:6195.44678 [370] validation_0-mae:5515.30518 validation_1-mae:6193.76416 [371] validation_0-mae:5513.40430 validation_1-mae:6192.99023 [372] validation_0-mae:5511.41699 validation_1-mae:6193.01855 [373] validation_0-mae:5510.35205 validation_1-mae:6192.88770 [374] validation_0-mae:5508.02197 validation_1-mae:6191.68213 [375] validation_0-mae:5505.93457 validation_1-mae:6191.57861 [376] validation_0-mae:5505.22168 validation_1-mae:6191.63184 [377] validation_0-mae:5500.94434 validation_1-mae:6189.27148 [378] validation_0-mae:5498.12012 validation_1-mae:6187.84570 [379] validation_0-mae:5495.23975 validation_1-mae:6187.84619 [380] validation_0-mae:5490.89014 validation_1-mae:6184.25391 [381] validation_0-mae:5488.78613 validation_1-mae:6184.41455 [382] validation_0-mae:5486.93945 validation_1-mae:6183.77783 [383] validation_0-mae:5484.57080 validation_1-mae:6181.80518 [384] validation_0-mae:5482.95117 validation_1-mae:6181.83643 [385] validation_0-mae:5482.16016 validation_1-mae:6181.95264 [386] validation_0-mae:5481.27539 validation_1-mae:6182.17969 [387] validation_0-mae:5478.77978 validation_1-mae:6181.82129 [388] validation_0-mae:5476.08789 validation_1-mae:6181.16260 [389] validation_0-mae:5475.20850 validation_1-mae:6180.83789 [390] validation_0-mae:5472.30811 validation_1-mae:6179.53369 [391] validation_0-mae:5468.36865 validation_1-mae:6179.63770 [392] validation_0-mae:5465.57715 validation_1-mae:6177.98389 [393] validation_0-mae:5464.15234 validation_1-mae:6177.72754 [394] validation_0-mae:5463.83350 validation_1-mae:6177.85059 [395] validation_0-mae:5461.92285 validation_1-mae:6177.52295 [396] validation_0-mae:5458.15478 validation_1-mae:6176.89453 [397] validation_0-mae:5456.62695 validation_1-mae:6176.76611 [398] validation_0-mae:5454.69238 validation_1-mae:6177.01123 [399] validation_0-mae:5451.19385 validation_1-mae:6176.26807 [400] validation_0-mae:5449.33838 validation_1-mae:6175.64404 [401] validation_0-mae:5446.09424 validation_1-mae:6175.82910 [402] validation_0-mae:5443.72168 validation_1-mae:6174.88916 [403] validation_0-mae:5441.52051 validation_1-mae:6173.53613 [404] validation_0-mae:5439.23535 validation_1-mae:6172.69824 [405] validation_0-mae:5438.44629 validation_1-mae:6172.30908 [406] validation_0-mae:5437.04004 validation_1-mae:6172.22266 [407] validation_0-mae:5433.08105 validation_1-mae:6170.76172 [408] validation_0-mae:5431.41504 validation_1-mae:6170.07080 [409] validation_0-mae:5429.90430 validation_1-mae:6169.81885 [410] validation_0-mae:5429.71289 validation_1-mae:6169.59522 [411] validation_0-mae:5426.69629 validation_1-mae:6168.56299 [412] validation_0-mae:5425.41797 validation_1-mae:6168.32715 [413] validation_0-mae:5422.86816 validation_1-mae:6167.45361 [414] validation_0-mae:5422.22852 validation_1-mae:6167.29297 [415] validation_0-mae:5418.72803 validation_1-mae:6166.22022 [416] validation_0-mae:5416.07031 validation_1-mae:6164.97314 [417] validation_0-mae:5413.49414 validation_1-mae:6164.88330 [418] validation_0-mae:5412.03320 validation_1-mae:6164.84668 [419] validation_0-mae:5410.98291 validation_1-mae:6163.88916 [420] validation_0-mae:5409.19189 validation_1-mae:6163.22022 [421] validation_0-mae:5406.50928 validation_1-mae:6161.75781 [422] validation_0-mae:5405.07080 validation_1-mae:6161.65039 [423] validation_0-mae:5404.79834 validation_1-mae:6161.91699 [424] validation_0-mae:5404.37500 validation_1-mae:6161.86133 [425] validation_0-mae:5403.68506 validation_1-mae:6161.88086 [426] validation_0-mae:5401.37647 validation_1-mae:6161.25586 [427] validation_0-mae:5400.57715 validation_1-mae:6161.16943 [428] validation_0-mae:5399.03516 validation_1-mae:6160.03027 [429] validation_0-mae:5397.36768 validation_1-mae:6159.82129 [430] validation_0-mae:5396.50488 validation_1-mae:6159.37500 [431] validation_0-mae:5394.36426 validation_1-mae:6159.52393 [432] validation_0-mae:5393.66943 validation_1-mae:6159.88037 [433] validation_0-mae:5391.28662 validation_1-mae:6159.04199 [434] validation_0-mae:5388.37305 validation_1-mae:6156.92334 [435] validation_0-mae:5386.97070 validation_1-mae:6156.62207 [436] validation_0-mae:5385.66211 validation_1-mae:6155.68603 [437] validation_0-mae:5382.30615 validation_1-mae:6154.78369 [438] validation_0-mae:5380.86572 validation_1-mae:6154.38525 [439] validation_0-mae:5378.72510 validation_1-mae:6154.00879 [440] validation_0-mae:5376.72217 validation_1-mae:6154.08838 [441] validation_0-mae:5374.41113 validation_1-mae:6153.32031 [442] validation_0-mae:5372.08203 validation_1-mae:6152.86230 [443] validation_0-mae:5370.83252 validation_1-mae:6152.25830 [444] validation_0-mae:5367.26611 validation_1-mae:6150.44873 [445] validation_0-mae:5366.32129 validation_1-mae:6150.01953 [446] validation_0-mae:5365.83398 validation_1-mae:6150.46680 [447] validation_0-mae:5364.68603 validation_1-mae:6150.18897 [448] validation_0-mae:5362.97656 validation_1-mae:6149.80713 [449] validation_0-mae:5361.20605 validation_1-mae:6149.58594 [450] validation_0-mae:5359.92822 validation_1-mae:6150.16650 [451] validation_0-mae:5359.15527 validation_1-mae:6149.98633 [452] validation_0-mae:5358.11133 validation_1-mae:6150.41699 [453] validation_0-mae:5358.02490 validation_1-mae:6150.44775 [454] validation_0-mae:5356.04248 validation_1-mae:6150.65430 [455] validation_0-mae:5354.17871 validation_1-mae:6150.93652 [456] validation_0-mae:5353.10986 validation_1-mae:6150.71533 [457] validation_0-mae:5351.80371 validation_1-mae:6150.73242 [458] validation_0-mae:5349.56445 validation_1-mae:6150.25928 [459] validation_0-mae:5347.12988 validation_1-mae:6148.93066 [460] validation_0-mae:5346.09180 validation_1-mae:6148.31348 [461] validation_0-mae:5341.99316 validation_1-mae:6145.91699 [462] validation_0-mae:5340.48145 validation_1-mae:6145.43799 [463] validation_0-mae:5337.97266 validation_1-mae:6144.91895 [464] validation_0-mae:5337.02100 validation_1-mae:6143.93848 [465] validation_0-mae:5332.68457 validation_1-mae:6141.33936 [466] validation_0-mae:5330.77393 validation_1-mae:6140.95752 [467] validation_0-mae:5330.15186 validation_1-mae:6141.13037 [468] validation_0-mae:5327.17285 validation_1-mae:6143.04736 [469] validation_0-mae:5323.31250 validation_1-mae:6143.29736 [470] validation_0-mae:5320.39160 validation_1-mae:6142.27978 [471] validation_0-mae:5318.73877 validation_1-mae:6142.04346 [472] validation_0-mae:5316.39746 validation_1-mae:6141.29199 [473] validation_0-mae:5313.71387 validation_1-mae:6140.04248 [474] validation_0-mae:5310.60840 validation_1-mae:6138.90869 [475] validation_0-mae:5309.98877 validation_1-mae:6138.25049 [476] validation_0-mae:5308.12842 validation_1-mae:6138.45166 [477] validation_0-mae:5307.68018 validation_1-mae:6138.75000 [478] validation_0-mae:5303.25488 validation_1-mae:6137.47412 [479] validation_0-mae:5302.60059 validation_1-mae:6137.08887 [480] validation_0-mae:5297.78711 validation_1-mae:6133.90723 [481] validation_0-mae:5294.61572 validation_1-mae:6132.51123 [482] validation_0-mae:5292.26758 validation_1-mae:6132.18311 [483] validation_0-mae:5291.59814 validation_1-mae:6132.13428 [484] validation_0-mae:5289.74609 validation_1-mae:6131.45508 [485] validation_0-mae:5287.12256 validation_1-mae:6131.35742 [486] validation_0-mae:5286.91504 validation_1-mae:6131.32373 [487] validation_0-mae:5285.02930 validation_1-mae:6131.07959 [488] validation_0-mae:5282.88721 validation_1-mae:6130.46826 [489] validation_0-mae:5280.97363 validation_1-mae:6130.14893 [490] validation_0-mae:5280.45654 validation_1-mae:6130.41455 [491] validation_0-mae:5278.45703 validation_1-mae:6130.82178 [492] validation_0-mae:5276.28857 validation_1-mae:6131.02100 [493] validation_0-mae:5273.60645 validation_1-mae:6129.93603 [494] validation_0-mae:5270.43750 validation_1-mae:6129.82275 [495] validation_0-mae:5267.89795 validation_1-mae:6128.73584 [496] validation_0-mae:5265.65772 validation_1-mae:6127.73193 [497] validation_0-mae:5263.24072 validation_1-mae:6128.27783 [498] validation_0-mae:5261.92627 validation_1-mae:6128.10889 [499] validation_0-mae:5261.27441 validation_1-mae:6128.46240 [500] validation_0-mae:5258.68848 validation_1-mae:6128.01758 [501] validation_0-mae:5257.70605 validation_1-mae:6128.28760 [502] validation_0-mae:5256.27686 validation_1-mae:6127.88965 [503] validation_0-mae:5253.92285 validation_1-mae:6128.11279 [504] validation_0-mae:5251.40869 validation_1-mae:6127.76465 [505] validation_0-mae:5250.16260 validation_1-mae:6127.28174 [506] validation_0-mae:5249.96826 validation_1-mae:6127.35693 [507] validation_0-mae:5249.42725 validation_1-mae:6127.23486 [508] validation_0-mae:5248.67041 validation_1-mae:6126.87647 [509] validation_0-mae:5246.99072 validation_1-mae:6126.75342 [510] validation_0-mae:5244.42383 validation_1-mae:6126.42188 [511] validation_0-mae:5241.43018 validation_1-mae:6125.13770 [512] validation_0-mae:5240.42822 validation_1-mae:6124.94824 [513] validation_0-mae:5238.45996 validation_1-mae:6124.74805 [514] validation_0-mae:5237.18799 validation_1-mae:6124.96875 [515] validation_0-mae:5236.99365 validation_1-mae:6124.95898 [516] validation_0-mae:5235.86719 validation_1-mae:6124.49561 [517] validation_0-mae:5234.74512 validation_1-mae:6124.31982 [518] validation_0-mae:5231.84033 validation_1-mae:6123.22900 [519] validation_0-mae:5231.00635 validation_1-mae:6122.86426 [520] validation_0-mae:5230.40527 validation_1-mae:6123.05664 [521] validation_0-mae:5229.57178 validation_1-mae:6123.05273 [522] validation_0-mae:5228.95557 validation_1-mae:6123.05762 [523] validation_0-mae:5228.44580 validation_1-mae:6123.18359 [524] validation_0-mae:5226.43066 validation_1-mae:6122.23242 [525] validation_0-mae:5223.17871 validation_1-mae:6121.37207 [526] validation_0-mae:5221.39404 validation_1-mae:6120.79590 [527] validation_0-mae:5219.41211 validation_1-mae:6119.43701 [528] validation_0-mae:5218.05029 validation_1-mae:6118.86572 [529] validation_0-mae:5215.20850 validation_1-mae:6117.76123 [530] validation_0-mae:5213.77734 validation_1-mae:6118.15381 [531] validation_0-mae:5212.31982 validation_1-mae:6118.36426 [532] validation_0-mae:5211.20117 validation_1-mae:6118.80811 [533] validation_0-mae:5210.51855 validation_1-mae:6118.42334 [534] validation_0-mae:5208.21826 validation_1-mae:6117.42773 [535] validation_0-mae:5204.68701 validation_1-mae:6117.20068 [536] validation_0-mae:5204.06934 validation_1-mae:6116.35840 [537] validation_0-mae:5201.97022 validation_1-mae:6115.13916 [538] validation_0-mae:5199.63672 validation_1-mae:6114.92920 [539] validation_0-mae:5198.43603 validation_1-mae:6115.20508 [540] validation_0-mae:5195.93408 validation_1-mae:6113.81397 [541] validation_0-mae:5194.61182 validation_1-mae:6113.74902 [542] validation_0-mae:5193.20215 validation_1-mae:6113.58154 [543] validation_0-mae:5192.43994 validation_1-mae:6113.50781 [544] validation_0-mae:5190.59326 validation_1-mae:6113.73682 [545] validation_0-mae:5189.32666 validation_1-mae:6113.22070 [546] validation_0-mae:5187.79785 validation_1-mae:6112.87256 [547] validation_0-mae:5184.61621 validation_1-mae:6111.99609 [548] validation_0-mae:5182.40820 validation_1-mae:6111.02978 [549] validation_0-mae:5179.55713 validation_1-mae:6109.74365 [550] validation_0-mae:5176.02002 validation_1-mae:6109.14941 [551] validation_0-mae:5173.05615 validation_1-mae:6109.24121 [552] validation_0-mae:5170.75342 validation_1-mae:6108.32129 [553] validation_0-mae:5169.96924 validation_1-mae:6108.21338 [554] validation_0-mae:5168.64160 validation_1-mae:6108.08984 [555] validation_0-mae:5166.78711 validation_1-mae:6108.12647 [556] validation_0-mae:5166.16162 validation_1-mae:6108.49365 [557] validation_0-mae:5163.86768 validation_1-mae:6107.09863 [558] validation_0-mae:5161.78809 validation_1-mae:6106.92773 [559] validation_0-mae:5158.92920 validation_1-mae:6106.88623 [560] validation_0-mae:5156.46826 validation_1-mae:6106.81787 [561] validation_0-mae:5154.51221 validation_1-mae:6106.93652 [562] validation_0-mae:5152.57715 validation_1-mae:6105.56201 [563] validation_0-mae:5149.67041 validation_1-mae:6104.65820 [564] validation_0-mae:5147.26562 validation_1-mae:6104.52197 [565] validation_0-mae:5146.73779 validation_1-mae:6104.55908 [566] validation_0-mae:5145.30615 validation_1-mae:6103.91748 [567] validation_0-mae:5143.19385 validation_1-mae:6103.32373 [568] validation_0-mae:5141.19531 validation_1-mae:6103.77197 [569] validation_0-mae:5139.53223 validation_1-mae:6103.44141 [570] validation_0-mae:5137.04346 validation_1-mae:6102.67725 [571] validation_0-mae:5136.87109 validation_1-mae:6102.65332 [572] validation_0-mae:5135.66992 validation_1-mae:6102.62012 [573] validation_0-mae:5133.55762 validation_1-mae:6102.40478 [574] validation_0-mae:5131.14355 validation_1-mae:6101.29590 [575] validation_0-mae:5129.76270 validation_1-mae:6100.82666 [576] validation_0-mae:5127.52783 validation_1-mae:6099.71582 [577] validation_0-mae:5125.62256 validation_1-mae:6099.20898 [578] validation_0-mae:5124.71875 validation_1-mae:6099.27783 [579] validation_0-mae:5123.57178 validation_1-mae:6099.29346 [580] validation_0-mae:5122.04541 validation_1-mae:6099.71191 [581] validation_0-mae:5120.89160 validation_1-mae:6099.01025 [582] validation_0-mae:5117.19238 validation_1-mae:6098.08984 [583] validation_0-mae:5115.35352 validation_1-mae:6097.31006 [584] validation_0-mae:5115.03857 validation_1-mae:6097.26025 [585] validation_0-mae:5112.29053 validation_1-mae:6096.28027 [586] validation_0-mae:5110.95410 validation_1-mae:6095.71924 [587] validation_0-mae:5108.83594 validation_1-mae:6094.58887 [588] validation_0-mae:5107.57275 validation_1-mae:6093.97266 [589] validation_0-mae:5106.64258 validation_1-mae:6093.84326 [590] validation_0-mae:5105.45703 validation_1-mae:6093.47656 [591] validation_0-mae:5103.67725 validation_1-mae:6093.69971 [592] validation_0-mae:5103.53516 validation_1-mae:6093.74316 [593] validation_0-mae:5102.81494 validation_1-mae:6093.77051 [594] validation_0-mae:5101.80273 validation_1-mae:6093.42676 [595] validation_0-mae:5101.30469 validation_1-mae:6093.30762 [596] validation_0-mae:5099.51855 validation_1-mae:6092.32568 [597] validation_0-mae:5097.77393 validation_1-mae:6091.89551 [598] validation_0-mae:5095.24316 validation_1-mae:6091.85547 [599] validation_0-mae:5092.71680 validation_1-mae:6092.11035 [600] validation_0-mae:5090.47656 validation_1-mae:6091.66113 [601] validation_0-mae:5087.32861 validation_1-mae:6091.91650 [602] validation_0-mae:5086.32715 validation_1-mae:6092.25635 [603] validation_0-mae:5084.60498 validation_1-mae:6091.60010 [604] validation_0-mae:5083.07129 validation_1-mae:6090.70947 [605] validation_0-mae:5079.40088 validation_1-mae:6089.64404 [606] validation_0-mae:5077.76416 validation_1-mae:6089.50781 [607] validation_0-mae:5074.68213 validation_1-mae:6088.29785 [608] validation_0-mae:5073.19971 validation_1-mae:6087.30322 [609] validation_0-mae:5072.33398 validation_1-mae:6087.74463 [610] validation_0-mae:5071.08984 validation_1-mae:6087.44580 [611] validation_0-mae:5068.39062 validation_1-mae:6086.22803 [612] validation_0-mae:5067.58838 validation_1-mae:6086.20752 [613] validation_0-mae:5066.23975 validation_1-mae:6085.83594 [614] validation_0-mae:5065.20801 validation_1-mae:6085.70215 [615] validation_0-mae:5062.85986 validation_1-mae:6085.98340 [616] validation_0-mae:5061.78076 validation_1-mae:6086.77002 [617] validation_0-mae:5058.79883 validation_1-mae:6086.31934 [618] validation_0-mae:5058.34375 validation_1-mae:6086.06836 [619] validation_0-mae:5056.55762 validation_1-mae:6085.59814 [620] validation_0-mae:5055.46924 validation_1-mae:6085.45947 [621] validation_0-mae:5055.39990 validation_1-mae:6085.49902 [622] validation_0-mae:5054.29004 validation_1-mae:6085.60986 [623] validation_0-mae:5053.72949 validation_1-mae:6085.41504 [624] validation_0-mae:5052.80811 validation_1-mae:6085.74658 [625] validation_0-mae:5052.11963 validation_1-mae:6085.69336 [626] validation_0-mae:5049.96680 validation_1-mae:6085.64404 [627] validation_0-mae:5048.98193 validation_1-mae:6086.31445 [628] validation_0-mae:5046.69287 validation_1-mae:6086.44727 [629] validation_0-mae:5045.03467 validation_1-mae:6086.54443 [630] validation_0-mae:5044.12109 validation_1-mae:6086.08105 [631] validation_0-mae:5042.05273 validation_1-mae:6085.09668 [632] validation_0-mae:5040.35791 validation_1-mae:6084.84473 [633] validation_0-mae:5038.74219 validation_1-mae:6084.14795 [634] validation_0-mae:5037.65869 validation_1-mae:6083.58301 [635] validation_0-mae:5035.58008 validation_1-mae:6082.45215 [636] validation_0-mae:5034.19824 validation_1-mae:6082.36475 [637] validation_0-mae:5032.64648 validation_1-mae:6081.94189 [638] validation_0-mae:5031.15625 validation_1-mae:6082.39160 [639] validation_0-mae:5027.80859 validation_1-mae:6081.13135 [640] validation_0-mae:5025.89111 validation_1-mae:6081.10498 [641] validation_0-mae:5024.00879 validation_1-mae:6080.28418 [642] validation_0-mae:5022.80322 validation_1-mae:6080.50635 [643] validation_0-mae:5021.92627 validation_1-mae:6080.33545 [644] validation_0-mae:5020.42090 validation_1-mae:6079.56445 [645] validation_0-mae:5019.13818 validation_1-mae:6079.86670 [646] validation_0-mae:5016.84961 validation_1-mae:6080.18799 [647] validation_0-mae:5015.40283 validation_1-mae:6079.98486 [648] validation_0-mae:5013.78809 validation_1-mae:6080.03857 [649] validation_0-mae:5012.65381 validation_1-mae:6080.30762 [650] validation_0-mae:5010.96582 validation_1-mae:6080.43750 [651] validation_0-mae:5006.93994 validation_1-mae:6079.58691 [652] validation_0-mae:5005.37402 validation_1-mae:6079.47314 [653] validation_0-mae:5004.26172 validation_1-mae:6079.12451 [654] validation_0-mae:5003.31299 validation_1-mae:6079.60303 [655] validation_0-mae:5002.72803 validation_1-mae:6079.52246 [656] validation_0-mae:5000.90381 validation_1-mae:6079.34863 [657] validation_0-mae:4999.26416 validation_1-mae:6079.17676 [658] validation_0-mae:4997.80273 validation_1-mae:6078.71289 [659] validation_0-mae:4996.07373 validation_1-mae:6078.29785 [660] validation_0-mae:4995.53076 validation_1-mae:6078.16846 [661] validation_0-mae:4994.24707 validation_1-mae:6077.48291 [662] validation_0-mae:4992.78564 validation_1-mae:6077.50635 [663] validation_0-mae:4991.60791 validation_1-mae:6076.86426 [664] validation_0-mae:4990.84619 validation_1-mae:6077.20850 [665] validation_0-mae:4988.76465 validation_1-mae:6076.67334 [666] validation_0-mae:4986.81689 validation_1-mae:6076.74853 [667] validation_0-mae:4985.92432 validation_1-mae:6076.57275 [668] validation_0-mae:4984.71338 validation_1-mae:6076.37109 [669] validation_0-mae:4982.91943 validation_1-mae:6075.93164 [670] validation_0-mae:4981.86182 validation_1-mae:6075.35986 [671] validation_0-mae:4979.73096 validation_1-mae:6075.75293 [672] validation_0-mae:4978.37402 validation_1-mae:6075.87500 [673] validation_0-mae:4977.11621 validation_1-mae:6076.03076 [674] validation_0-mae:4976.22803 validation_1-mae:6075.84522 [675] validation_0-mae:4974.64844 validation_1-mae:6075.86914 [676] validation_0-mae:4973.08154 validation_1-mae:6075.45020 [677] validation_0-mae:4972.66260 validation_1-mae:6075.52393 [678] validation_0-mae:4971.33203 validation_1-mae:6075.94922 [679] validation_0-mae:4970.53711 validation_1-mae:6075.66797 [680] validation_0-mae:4969.83740 validation_1-mae:6075.30322 [681] validation_0-mae:4968.68652 validation_1-mae:6075.98096 [682] validation_0-mae:4967.16357 validation_1-mae:6075.79736 [683] validation_0-mae:4965.35449 validation_1-mae:6075.54102 [684] validation_0-mae:4964.86475 validation_1-mae:6075.69043 [685] validation_0-mae:4964.75293 validation_1-mae:6075.80322 [686] validation_0-mae:4964.12256 validation_1-mae:6075.49951 [687] validation_0-mae:4962.52686 validation_1-mae:6075.44385 [688] validation_0-mae:4961.63818 validation_1-mae:6075.34375 [689] validation_0-mae:4961.32227 validation_1-mae:6075.09131 [690] validation_0-mae:4959.76807 validation_1-mae:6075.70264 [691] validation_0-mae:4959.12695 validation_1-mae:6075.45801 [692] validation_0-mae:4957.62012 validation_1-mae:6074.87500 [693] validation_0-mae:4956.61621 validation_1-mae:6075.38525 [694] validation_0-mae:4954.63232 validation_1-mae:6074.60547 [695] validation_0-mae:4952.66260 validation_1-mae:6074.54102 [696] validation_0-mae:4951.49805 validation_1-mae:6074.37793 [697] validation_0-mae:4949.84668 validation_1-mae:6073.56885 [698] validation_0-mae:4948.74658 validation_1-mae:6072.95605 [699] validation_0-mae:4947.54492 validation_1-mae:6072.42236 [700] validation_0-mae:4945.70068 validation_1-mae:6071.61426 [701] validation_0-mae:4943.06787 validation_1-mae:6071.44238 [702] validation_0-mae:4940.70898 validation_1-mae:6070.40967 [703] validation_0-mae:4940.24512 validation_1-mae:6070.38379 [704] validation_0-mae:4938.96728 validation_1-mae:6070.80811 [705] validation_0-mae:4938.16992 validation_1-mae:6070.54639 [706] validation_0-mae:4937.81934 validation_1-mae:6070.48096 [707] validation_0-mae:4936.57812 validation_1-mae:6070.46143 [708] validation_0-mae:4934.25586 validation_1-mae:6070.89209 [709] validation_0-mae:4931.00977 validation_1-mae:6069.69922 [710] validation_0-mae:4929.57520 validation_1-mae:6070.74414 [711] validation_0-mae:4928.77832 validation_1-mae:6070.34180 [712] validation_0-mae:4928.63428 validation_1-mae:6070.23096 [713] validation_0-mae:4926.72559 validation_1-mae:6070.13672 [714] validation_0-mae:4923.84619 validation_1-mae:6069.29492 [715] validation_0-mae:4920.56445 validation_1-mae:6067.98877 [716] validation_0-mae:4918.52441 validation_1-mae:6067.47119 [717] validation_0-mae:4915.21484 validation_1-mae:6065.95264 [718] validation_0-mae:4913.55811 validation_1-mae:6066.39941 [719] validation_0-mae:4911.68359 validation_1-mae:6066.14893 [720] validation_0-mae:4909.93848 validation_1-mae:6065.91357 [721] validation_0-mae:4906.82861 validation_1-mae:6064.47949 [722] validation_0-mae:4905.77539 validation_1-mae:6064.54150 [723] validation_0-mae:4904.24170 validation_1-mae:6063.44385 [724] validation_0-mae:4902.64990 validation_1-mae:6063.03906 [725] validation_0-mae:4900.40967 validation_1-mae:6063.44092 [726] validation_0-mae:4899.21777 validation_1-mae:6063.63037 [727] validation_0-mae:4897.80029 validation_1-mae:6064.04443 [728] validation_0-mae:4896.68213 validation_1-mae:6064.21875 [729] validation_0-mae:4894.10205 validation_1-mae:6063.54248 [730] validation_0-mae:4890.81494 validation_1-mae:6062.89795 [731] validation_0-mae:4889.88721 validation_1-mae:6062.90967 [732] validation_0-mae:4888.53955 validation_1-mae:6062.66357 [733] validation_0-mae:4886.21582 validation_1-mae:6062.01514 [734] validation_0-mae:4883.69482 validation_1-mae:6060.98291 [735] validation_0-mae:4882.22607 validation_1-mae:6060.17090 [736] validation_0-mae:4881.04492 validation_1-mae:6059.75732 [737] validation_0-mae:4879.13623 validation_1-mae:6059.87207 [738] validation_0-mae:4878.01270 validation_1-mae:6059.15723 [739] validation_0-mae:4877.12549 validation_1-mae:6058.98828 [740] validation_0-mae:4876.13135 validation_1-mae:6058.77441 [741] validation_0-mae:4874.26904 validation_1-mae:6059.29932 [742] validation_0-mae:4871.43311 validation_1-mae:6059.67188 [743] validation_0-mae:4869.91455 validation_1-mae:6059.75439 [744] validation_0-mae:4867.10645 validation_1-mae:6059.46045 [745] validation_0-mae:4863.92041 validation_1-mae:6058.81641 [746] validation_0-mae:4860.30273 validation_1-mae:6057.56592 [747] validation_0-mae:4858.47607 validation_1-mae:6057.04639 [748] validation_0-mae:4856.62939 validation_1-mae:6057.30762 [749] validation_0-mae:4855.03467 validation_1-mae:6057.79541 [750] validation_0-mae:4854.27393 validation_1-mae:6057.37256 [751] validation_0-mae:4852.83887 validation_1-mae:6057.47998 [752] validation_0-mae:4851.86670 validation_1-mae:6057.25391 [753] validation_0-mae:4850.59668 validation_1-mae:6056.66113 [754] validation_0-mae:4849.66309 validation_1-mae:6056.86475 [755] validation_0-mae:4847.17773 validation_1-mae:6057.12695 [756] validation_0-mae:4845.72607 validation_1-mae:6056.44873 [757] validation_0-mae:4844.04541 validation_1-mae:6056.16455 [758] validation_0-mae:4842.04053 validation_1-mae:6056.03809 [759] validation_0-mae:4841.41748 validation_1-mae:6055.85547 [760] validation_0-mae:4839.56934 validation_1-mae:6055.85742 [761] validation_0-mae:4839.23877 validation_1-mae:6056.31103 [762] validation_0-mae:4837.60400 validation_1-mae:6056.03564 [763] validation_0-mae:4835.99902 validation_1-mae:6055.66699 [764] validation_0-mae:4835.17432 validation_1-mae:6055.93066 [765] validation_0-mae:4834.39209 validation_1-mae:6055.69873 [766] validation_0-mae:4834.37842 validation_1-mae:6055.77295 [767] validation_0-mae:4832.68750 validation_1-mae:6054.87647 [768] validation_0-mae:4832.56885 validation_1-mae:6054.83545 [769] validation_0-mae:4831.81397 validation_1-mae:6054.89258 [770] validation_0-mae:4830.59277 validation_1-mae:6054.30811 [771] validation_0-mae:4828.02148 validation_1-mae:6054.94434 [772] validation_0-mae:4825.75635 validation_1-mae:6054.38477 [773] validation_0-mae:4822.09424 validation_1-mae:6055.31055 [774] validation_0-mae:4819.74268 validation_1-mae:6054.78125 [775] validation_0-mae:4817.53223 validation_1-mae:6053.73096 [776] validation_0-mae:4814.97754 validation_1-mae:6052.40039 [777] validation_0-mae:4813.06152 validation_1-mae:6051.86523 [778] validation_0-mae:4810.99365 validation_1-mae:6051.72363 [779] validation_0-mae:4808.28809 validation_1-mae:6048.98584 [780] validation_0-mae:4807.21875 validation_1-mae:6049.14600 [781] validation_0-mae:4805.83203 validation_1-mae:6049.36230 [782] validation_0-mae:4803.72022 validation_1-mae:6047.55518 [783] validation_0-mae:4802.33643 validation_1-mae:6047.21240 [784] validation_0-mae:4801.35107 validation_1-mae:6047.76904 [785] validation_0-mae:4800.18359 validation_1-mae:6047.57324 [786] validation_0-mae:4798.90430 validation_1-mae:6047.60596 [787] validation_0-mae:4797.35840 validation_1-mae:6047.34668 [788] validation_0-mae:4796.64307 validation_1-mae:6047.51172 [789] validation_0-mae:4794.95703 validation_1-mae:6047.71484 [790] validation_0-mae:4792.81836 validation_1-mae:6046.57520 [791] validation_0-mae:4791.25147 validation_1-mae:6045.99512 [792] validation_0-mae:4790.08838 validation_1-mae:6046.08740 [793] validation_0-mae:4788.87939 validation_1-mae:6046.30225 [794] validation_0-mae:4787.26660 validation_1-mae:6045.77881 [795] validation_0-mae:4784.85156 validation_1-mae:6045.81592 [796] validation_0-mae:4782.21094 validation_1-mae:6044.69629 [797] validation_0-mae:4781.16016 validation_1-mae:6044.37353 [798] validation_0-mae:4779.52686 validation_1-mae:6044.23340 [799] validation_0-mae:4777.45996 validation_1-mae:6044.41064 [800] validation_0-mae:4776.38379 validation_1-mae:6044.48975 [801] validation_0-mae:4774.42676 validation_1-mae:6043.64502 [802] validation_0-mae:4773.49219 validation_1-mae:6042.89893 [803] validation_0-mae:4771.70361 validation_1-mae:6042.38623 [804] validation_0-mae:4770.02637 validation_1-mae:6041.84277 [805] validation_0-mae:4767.69189 validation_1-mae:6042.33496 [806] validation_0-mae:4766.90674 validation_1-mae:6042.48193 [807] validation_0-mae:4765.73877 validation_1-mae:6042.61670 [808] validation_0-mae:4763.80371 validation_1-mae:6042.05420 [809] validation_0-mae:4762.81592 validation_1-mae:6042.48682 [810] validation_0-mae:4762.03174 validation_1-mae:6042.24853 [811] validation_0-mae:4761.56494 validation_1-mae:6042.35205 [812] validation_0-mae:4760.82373 validation_1-mae:6042.19287 [813] validation_0-mae:4760.37842 validation_1-mae:6042.63037 [814] validation_0-mae:4760.20459 validation_1-mae:6042.68164 [815] validation_0-mae:4758.60303 validation_1-mae:6042.72266 [816] validation_0-mae:4758.08154 validation_1-mae:6042.48047 [817] validation_0-mae:4757.03760 validation_1-mae:6042.55713 [818] validation_0-mae:4755.67188 validation_1-mae:6042.68018 [819] validation_0-mae:4755.08203 validation_1-mae:6042.90430 [820] validation_0-mae:4754.03760 validation_1-mae:6042.77686 [821] validation_0-mae:4753.06934 validation_1-mae:6042.91357 [822] validation_0-mae:4752.14844 validation_1-mae:6042.67529 [823] validation_0-mae:4751.03906 validation_1-mae:6042.14844 [824] validation_0-mae:4750.89014 validation_1-mae:6042.16406 [825] validation_0-mae:4749.45801 validation_1-mae:6041.62744 [826] validation_0-mae:4747.63672 validation_1-mae:6041.21387 [827] validation_0-mae:4746.73682 validation_1-mae:6041.52588 [828] validation_0-mae:4745.15381 validation_1-mae:6041.35645 [829] validation_0-mae:4743.66113 validation_1-mae:6042.26904 [830] validation_0-mae:4742.37158 validation_1-mae:6042.20801 [831] validation_0-mae:4739.79639 validation_1-mae:6041.75244 [832] validation_0-mae:4738.86719 validation_1-mae:6041.73584 [833] validation_0-mae:4737.50049 validation_1-mae:6040.63330 [834] validation_0-mae:4735.93115 validation_1-mae:6039.56103 [835] validation_0-mae:4735.67285 validation_1-mae:6039.52588 [836] validation_0-mae:4735.36328 validation_1-mae:6039.60498 [837] validation_0-mae:4733.77539 validation_1-mae:6039.66455 [838] validation_0-mae:4732.10010 validation_1-mae:6040.02881 [839] validation_0-mae:4731.71875 validation_1-mae:6039.87305 [840] validation_0-mae:4729.18701 validation_1-mae:6039.04736 [841] validation_0-mae:4726.26758 validation_1-mae:6038.02832 [842] validation_0-mae:4725.35303 validation_1-mae:6037.74463 [843] validation_0-mae:4724.37207 validation_1-mae:6037.36523 [844] validation_0-mae:4723.16602 validation_1-mae:6036.91943 [845] validation_0-mae:4720.92822 validation_1-mae:6036.34912 [846] validation_0-mae:4719.49658 validation_1-mae:6036.01807 [847] validation_0-mae:4719.34961 validation_1-mae:6036.05469 [848] validation_0-mae:4717.33740 validation_1-mae:6034.96924 [849] validation_0-mae:4716.27978 validation_1-mae:6034.96973 [850] validation_0-mae:4715.30127 validation_1-mae:6034.67676 [851] validation_0-mae:4713.79004 validation_1-mae:6034.50781 [852] validation_0-mae:4712.66553 validation_1-mae:6034.19092 [853] validation_0-mae:4711.73926 validation_1-mae:6034.31738 [854] validation_0-mae:4710.88477 validation_1-mae:6034.04150 [855] validation_0-mae:4709.55713 validation_1-mae:6033.63330 [856] validation_0-mae:4707.43506 validation_1-mae:6033.18018 [857] validation_0-mae:4705.80225 validation_1-mae:6032.92480 [858] validation_0-mae:4704.52051 validation_1-mae:6033.14893 [859] validation_0-mae:4702.91162 validation_1-mae:6032.98047 [860] validation_0-mae:4702.25098 validation_1-mae:6033.47412 [861] validation_0-mae:4700.97559 validation_1-mae:6033.62549 [862] validation_0-mae:4698.41113 validation_1-mae:6032.81738 [863] validation_0-mae:4696.53467 validation_1-mae:6031.58203 [864] validation_0-mae:4694.59228 validation_1-mae:6031.47900 [865] validation_0-mae:4693.73633 validation_1-mae:6031.74414 [866] validation_0-mae:4692.28711 validation_1-mae:6031.91602 [867] validation_0-mae:4691.56641 validation_1-mae:6032.06982 [868] validation_0-mae:4690.03369 validation_1-mae:6031.92480 [869] validation_0-mae:4688.19385 validation_1-mae:6031.57812 [870] validation_0-mae:4686.87305 validation_1-mae:6031.28027 [871] validation_0-mae:4685.25586 validation_1-mae:6031.10693 [872] validation_0-mae:4684.21191 validation_1-mae:6030.72900 [873] validation_0-mae:4682.33545 validation_1-mae:6030.44629 [874] validation_0-mae:4681.33008 validation_1-mae:6030.44580 [875] validation_0-mae:4678.70898 validation_1-mae:6029.18994 [876] validation_0-mae:4678.27148 validation_1-mae:6029.35693 [877] validation_0-mae:4676.81250 validation_1-mae:6029.38135 [878] validation_0-mae:4676.26025 validation_1-mae:6029.40283 [879] validation_0-mae:4674.14648 validation_1-mae:6029.45459 [880] validation_0-mae:4672.70850 validation_1-mae:6028.79248 [881] validation_0-mae:4670.95312 validation_1-mae:6028.88184 [882] validation_0-mae:4670.18799 validation_1-mae:6028.82373 [883] validation_0-mae:4669.49805 validation_1-mae:6029.30664 [884] validation_0-mae:4668.83105 validation_1-mae:6029.15283 [885] validation_0-mae:4668.78711 validation_1-mae:6029.18799 [886] validation_0-mae:4667.49756 validation_1-mae:6029.18603 [887] validation_0-mae:4666.24023 validation_1-mae:6029.35742 [888] validation_0-mae:4664.60498 validation_1-mae:6029.09717 [889] validation_0-mae:4663.72266 validation_1-mae:6029.55957 [890] validation_0-mae:4662.30518 validation_1-mae:6029.09814 [891] validation_0-mae:4659.63574 validation_1-mae:6027.82812 [892] validation_0-mae:4658.25537 validation_1-mae:6027.84912 [893] validation_0-mae:4656.85645 validation_1-mae:6027.88037 [894] validation_0-mae:4655.31689 validation_1-mae:6027.99512 [895] validation_0-mae:4653.91699 validation_1-mae:6027.96924 [896] validation_0-mae:4653.42920 validation_1-mae:6028.27637 [897] validation_0-mae:4652.00391 validation_1-mae:6027.78711 [898] validation_0-mae:4650.38477 validation_1-mae:6027.65478 [899] validation_0-mae:4649.61572 validation_1-mae:6027.79883 [900] validation_0-mae:4648.57617 validation_1-mae:6027.39453 [901] validation_0-mae:4647.26855 validation_1-mae:6027.24023 [902] validation_0-mae:4645.85840 validation_1-mae:6026.81397 [903] validation_0-mae:4643.42676 validation_1-mae:6025.83496 [904] validation_0-mae:4642.29980 validation_1-mae:6025.56543 [905] validation_0-mae:4641.40430 validation_1-mae:6025.47314 [906] validation_0-mae:4638.77734 validation_1-mae:6024.92871 [907] validation_0-mae:4637.37891 validation_1-mae:6025.17236 [908] validation_0-mae:4635.67676 validation_1-mae:6024.75342 [909] validation_0-mae:4634.34131 validation_1-mae:6024.28906 [910] validation_0-mae:4632.42871 validation_1-mae:6023.91162 [911] validation_0-mae:4631.63916 validation_1-mae:6024.17139 [912] validation_0-mae:4630.64453 validation_1-mae:6024.11768 [913] validation_0-mae:4629.71387 validation_1-mae:6024.67041 [914] validation_0-mae:4628.99219 validation_1-mae:6024.72168 [915] validation_0-mae:4627.99707 validation_1-mae:6024.66406 [916] validation_0-mae:4627.55859 validation_1-mae:6024.76318 [917] validation_0-mae:4626.22510 validation_1-mae:6024.61035 [918] validation_0-mae:4624.88330 validation_1-mae:6024.28320 [919] validation_0-mae:4623.68897 validation_1-mae:6024.48535 [920] validation_0-mae:4622.86426 validation_1-mae:6024.30420 [921] validation_0-mae:4621.86182 validation_1-mae:6024.09277 [922] validation_0-mae:4621.62207 validation_1-mae:6024.13428 [923] validation_0-mae:4620.37793 validation_1-mae:6024.54395 [924] validation_0-mae:4620.03223 validation_1-mae:6024.83301 [925] validation_0-mae:4618.82275 validation_1-mae:6024.36621 [926] validation_0-mae:4616.76904 validation_1-mae:6024.22461 [927] validation_0-mae:4615.70264 validation_1-mae:6023.90918 [928] validation_0-mae:4613.81445 validation_1-mae:6024.09277 [929] validation_0-mae:4612.16699 validation_1-mae:6023.81836 [930] validation_0-mae:4611.07129 validation_1-mae:6023.97852 [931] validation_0-mae:4610.49756 validation_1-mae:6024.19971 [932] validation_0-mae:4608.79834 validation_1-mae:6024.66797 [933] validation_0-mae:4608.49170 validation_1-mae:6024.70947 [934] validation_0-mae:4606.74072 validation_1-mae:6025.14502 [935] validation_0-mae:4606.03662 validation_1-mae:6025.51367 [936] validation_0-mae:4605.03223 validation_1-mae:6025.61914 [937] validation_0-mae:4604.23096 validation_1-mae:6025.51123 [938] validation_0-mae:4603.51123 validation_1-mae:6025.43897 [939] validation_0-mae:4602.63477 validation_1-mae:6025.07422 [940] validation_0-mae:4601.63379 validation_1-mae:6024.62500 [941] validation_0-mae:4600.14551 validation_1-mae:6024.66699 [942] validation_0-mae:4598.60596 validation_1-mae:6025.07959 [943] validation_0-mae:4596.56787 validation_1-mae:6025.09814 [944] validation_0-mae:4594.92480 validation_1-mae:6024.74658 [945] validation_0-mae:4593.63281 validation_1-mae:6024.53418 [946] validation_0-mae:4592.69043 validation_1-mae:6024.48291 [947] validation_0-mae:4590.43506 validation_1-mae:6022.90918 [948] validation_0-mae:4589.92188 validation_1-mae:6022.66748 [949] validation_0-mae:4588.63574 validation_1-mae:6022.77637 [950] validation_0-mae:4586.66553 validation_1-mae:6022.43555 [951] validation_0-mae:4585.26611 validation_1-mae:6022.68164 [952] validation_0-mae:4583.04395 validation_1-mae:6022.42969 [953] validation_0-mae:4581.21289 validation_1-mae:6022.14453 [954] validation_0-mae:4580.72656 validation_1-mae:6021.85303 [955] validation_0-mae:4579.61230 validation_1-mae:6021.22266 [956] validation_0-mae:4577.43115 validation_1-mae:6021.55615 [957] validation_0-mae:4576.93506 validation_1-mae:6021.05322 [958] validation_0-mae:4574.32422 validation_1-mae:6020.77539 [959] validation_0-mae:4572.25928 validation_1-mae:6021.10059 [960] validation_0-mae:4570.13232 validation_1-mae:6021.44434 [961] validation_0-mae:4569.85352 validation_1-mae:6021.42139 [962] validation_0-mae:4569.75391 validation_1-mae:6021.65820 [963] validation_0-mae:4568.86475 validation_1-mae:6021.38330 [964] validation_0-mae:4568.50391 validation_1-mae:6021.37695 [965] validation_0-mae:4567.56787 validation_1-mae:6021.22266 [966] validation_0-mae:4566.46924 validation_1-mae:6021.45654 [967] validation_0-mae:4565.69922 validation_1-mae:6021.20752 [968] validation_0-mae:4565.58350 validation_1-mae:6021.21973 [969] validation_0-mae:4565.10742 validation_1-mae:6021.49219 [970] validation_0-mae:4563.96728 validation_1-mae:6020.87500 [971] validation_0-mae:4561.25391 validation_1-mae:6019.51807 [972] validation_0-mae:4560.47900 validation_1-mae:6019.44727 [973] validation_0-mae:4559.15820 validation_1-mae:6019.38525 [974] validation_0-mae:4558.04102 validation_1-mae:6019.57471 [975] validation_0-mae:4556.08496 validation_1-mae:6018.83838 [976] validation_0-mae:4554.37744 validation_1-mae:6018.77686 [977] validation_0-mae:4552.76367 validation_1-mae:6018.83447 [978] validation_0-mae:4551.16504 validation_1-mae:6018.49121 [979] validation_0-mae:4549.91260 validation_1-mae:6018.18897 [980] validation_0-mae:4548.50830 validation_1-mae:6018.08643 [981] validation_0-mae:4547.99268 validation_1-mae:6018.22900 [982] validation_0-mae:4546.22949 validation_1-mae:6017.45117 [983] validation_0-mae:4545.20264 validation_1-mae:6017.47022 [984] validation_0-mae:4543.91602 validation_1-mae:6016.80518 [985] validation_0-mae:4542.83643 validation_1-mae:6016.85352 [986] validation_0-mae:4541.24609 validation_1-mae:6016.71436 [987] validation_0-mae:4539.80957 validation_1-mae:6016.29492 [988] validation_0-mae:4538.70703 validation_1-mae:6016.26660 [989] validation_0-mae:4537.79443 validation_1-mae:6015.79834 [990] validation_0-mae:4536.20801 validation_1-mae:6016.04980 [991] validation_0-mae:4534.92090 validation_1-mae:6016.28418 [992] validation_0-mae:4533.90332 validation_1-mae:6015.90967 [993] validation_0-mae:4532.34863 validation_1-mae:6014.85254 [994] validation_0-mae:4530.91602 validation_1-mae:6014.47607 [995] validation_0-mae:4530.05225 validation_1-mae:6014.09522 [996] validation_0-mae:4528.99365 validation_1-mae:6013.29834 [997] validation_0-mae:4528.35840 validation_1-mae:6013.33057 [998] validation_0-mae:4527.04297 validation_1-mae:6013.40381 [999] validation_0-mae:4524.96777 validation_1-mae:6013.07422 [1000] validation_0-mae:4523.72510 validation_1-mae:6013.39355 [1001] validation_0-mae:4522.37207 validation_1-mae:6013.40967 [1002] validation_0-mae:4521.17725 validation_1-mae:6013.29590 [1003] validation_0-mae:4519.86328 validation_1-mae:6012.80664 [1004] validation_0-mae:4518.84912 validation_1-mae:6012.83398 [1005] validation_0-mae:4517.34717 validation_1-mae:6012.54883 [1006] validation_0-mae:4516.76123 validation_1-mae:6012.31982 [1007] validation_0-mae:4515.46582 validation_1-mae:6012.40039 [1008] validation_0-mae:4515.07129 validation_1-mae:6012.58447 [1009] validation_0-mae:4513.55566 validation_1-mae:6012.89111 [1010] validation_0-mae:4512.78760 validation_1-mae:6013.17822 [1011] validation_0-mae:4512.58984 validation_1-mae:6013.09961 [1012] validation_0-mae:4512.46191 validation_1-mae:6013.17480 [1013] validation_0-mae:4511.36914 validation_1-mae:6012.83496 [1014] validation_0-mae:4510.17920 validation_1-mae:6013.01025 [1015] validation_0-mae:4509.17432 validation_1-mae:6013.07568 [1016] validation_0-mae:4508.37842 validation_1-mae:6013.32031 [1017] validation_0-mae:4507.45264 validation_1-mae:6013.27881 [1018] validation_0-mae:4505.90820 validation_1-mae:6012.66943 [1019] validation_0-mae:4505.45459 validation_1-mae:6012.57617 [1020] validation_0-mae:4503.84473 validation_1-mae:6012.42334 [1021] validation_0-mae:4501.99609 validation_1-mae:6012.36133 [1022] validation_0-mae:4501.36133 validation_1-mae:6012.16602 [1023] validation_0-mae:4500.65772 validation_1-mae:6012.24121 [1024] validation_0-mae:4499.28369 validation_1-mae:6012.06103 [1025] validation_0-mae:4498.53418 validation_1-mae:6012.26416 [1026] validation_0-mae:4497.37598 validation_1-mae:6012.06299 [1027] validation_0-mae:4496.40820 validation_1-mae:6012.34863 [1028] validation_0-mae:4496.25781 validation_1-mae:6012.31689 [1029] validation_0-mae:4495.13428 validation_1-mae:6011.83301 [1030] validation_0-mae:4493.65381 validation_1-mae:6012.09424 [1031] validation_0-mae:4493.03662 validation_1-mae:6012.07617 [1032] validation_0-mae:4492.27441 validation_1-mae:6011.89941 [1033] validation_0-mae:4490.84326 validation_1-mae:6011.05859 [1034] validation_0-mae:4489.44287 validation_1-mae:6011.61426 [1035] validation_0-mae:4487.57422 validation_1-mae:6010.71045 [1036] validation_0-mae:4486.28906 validation_1-mae:6010.98438 [1037] validation_0-mae:4484.89453 validation_1-mae:6010.50684 [1038] validation_0-mae:4484.03418 validation_1-mae:6010.80713 [1039] validation_0-mae:4482.33203 validation_1-mae:6010.19678 [1040] validation_0-mae:4481.54688 validation_1-mae:6010.23633 [1041] validation_0-mae:4480.88281 validation_1-mae:6010.18848 [1042] validation_0-mae:4478.97022 validation_1-mae:6009.56885 [1043] validation_0-mae:4477.68408 validation_1-mae:6009.02051 [1044] validation_0-mae:4476.67920 validation_1-mae:6009.25586 [1045] validation_0-mae:4475.20166 validation_1-mae:6008.98633 [1046] validation_0-mae:4473.14111 validation_1-mae:6008.55469 [1047] validation_0-mae:4471.23096 validation_1-mae:6008.57422 [1048] validation_0-mae:4469.74561 validation_1-mae:6009.24365 [1049] validation_0-mae:4467.50879 validation_1-mae:6007.67627 [1050] validation_0-mae:4465.94678 validation_1-mae:6007.57568 [1051] validation_0-mae:4464.87207 validation_1-mae:6008.02832 [1052] validation_0-mae:4463.22949 validation_1-mae:6008.37939 [1053] validation_0-mae:4461.84717 validation_1-mae:6008.34375 [1054] validation_0-mae:4460.88818 validation_1-mae:6008.08398 [1055] validation_0-mae:4458.57471 validation_1-mae:6006.49316 [1056] validation_0-mae:4456.52832 validation_1-mae:6005.77002 [1057] validation_0-mae:4454.97266 validation_1-mae:6005.79688 [1058] validation_0-mae:4453.69141 validation_1-mae:6005.25195 [1059] validation_0-mae:4452.59766 validation_1-mae:6005.56836 [1060] validation_0-mae:4450.98340 validation_1-mae:6004.80615 [1061] validation_0-mae:4449.19336 validation_1-mae:6004.46631 [1062] validation_0-mae:4447.93994 validation_1-mae:6004.88428 [1063] validation_0-mae:4445.76758 validation_1-mae:6005.44482 [1064] validation_0-mae:4444.77051 validation_1-mae:6005.47852 [1065] validation_0-mae:4443.32031 validation_1-mae:6005.07861 [1066] validation_0-mae:4441.76514 validation_1-mae:6004.64404 [1067] validation_0-mae:4440.02100 validation_1-mae:6004.17920 [1068] validation_0-mae:4438.34522 validation_1-mae:6004.19385 [1069] validation_0-mae:4437.78125 validation_1-mae:6004.19336 [1070] validation_0-mae:4437.11328 validation_1-mae:6004.08252 [1071] validation_0-mae:4435.91357 validation_1-mae:6003.94531 [1072] validation_0-mae:4434.93115 validation_1-mae:6004.15820 [1073] validation_0-mae:4432.73193 validation_1-mae:6003.70654 [1074] validation_0-mae:4431.98584 validation_1-mae:6003.75439 [1075] validation_0-mae:4430.49219 validation_1-mae:6003.31836 [1076] validation_0-mae:4428.20654 validation_1-mae:6002.56787 [1077] validation_0-mae:4427.08936 validation_1-mae:6001.82715 [1078] validation_0-mae:4425.97217 validation_1-mae:6002.22607 [1079] validation_0-mae:4424.70020 validation_1-mae:6001.83789 [1080] validation_0-mae:4423.46191 validation_1-mae:6001.73047 [1081] validation_0-mae:4421.88232 validation_1-mae:6002.08496 [1082] validation_0-mae:4420.51514 validation_1-mae:6001.35596 [1083] validation_0-mae:4419.74658 validation_1-mae:6001.42920 [1084] validation_0-mae:4418.60010 validation_1-mae:6001.19434 [1085] validation_0-mae:4417.86621 validation_1-mae:6000.84522 [1086] validation_0-mae:4416.18945 validation_1-mae:6000.30566 [1087] validation_0-mae:4415.05664 validation_1-mae:6000.11865 [1088] validation_0-mae:4414.41309 validation_1-mae:6000.44727 [1089] validation_0-mae:4413.41553 validation_1-mae:6000.33887 [1090] validation_0-mae:4412.70703 validation_1-mae:6000.30273 [1091] validation_0-mae:4411.68262 validation_1-mae:5999.88086 [1092] validation_0-mae:4410.48975 validation_1-mae:5999.46582 [1093] validation_0-mae:4409.18066 validation_1-mae:6000.10840 [1094] validation_0-mae:4408.24561 validation_1-mae:6000.11035 [1095] validation_0-mae:4407.04004 validation_1-mae:6000.27832 [1096] validation_0-mae:4406.24121 validation_1-mae:6000.33447 [1097] validation_0-mae:4405.06103 validation_1-mae:6000.01562 [1098] validation_0-mae:4404.24121 validation_1-mae:6000.23535 [1099] validation_0-mae:4403.01270 validation_1-mae:5999.91699 [1100] validation_0-mae:4402.05713 validation_1-mae:5999.97559 [1101] validation_0-mae:4401.05225 validation_1-mae:5999.85742 [1102] validation_0-mae:4400.37305 validation_1-mae:5999.67969 [1103] validation_0-mae:4399.75781 validation_1-mae:6000.01172 [1104] validation_0-mae:4398.98242 validation_1-mae:5999.75098 [1105] validation_0-mae:4398.74414 validation_1-mae:5999.64307 [1106] validation_0-mae:4397.96973 validation_1-mae:5999.91016 [1107] validation_0-mae:4397.86035 validation_1-mae:5999.93603 [1108] validation_0-mae:4397.35010 validation_1-mae:5999.73096 [1109] validation_0-mae:4397.13916 validation_1-mae:5999.75635 [1110] validation_0-mae:4395.77783 validation_1-mae:5999.08203 [1111] validation_0-mae:4394.64014 validation_1-mae:5999.03955 [1112] validation_0-mae:4393.42285 validation_1-mae:5999.13525 [1113] validation_0-mae:4392.48096 validation_1-mae:5999.42480 [1114] validation_0-mae:4391.30029 validation_1-mae:5999.49023 [1115] validation_0-mae:4390.52344 validation_1-mae:5999.83008 [1116] validation_0-mae:4389.67822 validation_1-mae:5999.82959 [1117] validation_0-mae:4389.01123 validation_1-mae:5999.92627 [1118] validation_0-mae:4388.21387 validation_1-mae:6000.53516 [1119] validation_0-mae:4386.73828 validation_1-mae:6000.66602 [1120] validation_0-mae:4385.25439 validation_1-mae:6000.07178 [1121] validation_0-mae:4384.28613 validation_1-mae:5999.55518 [1122] validation_0-mae:4382.88037 validation_1-mae:5998.96387 [1123] validation_0-mae:4382.06055 validation_1-mae:5999.30664 [1124] validation_0-mae:4381.10693 validation_1-mae:5999.52490 [1125] validation_0-mae:4380.01221 validation_1-mae:5999.55615 [1126] validation_0-mae:4379.31397 validation_1-mae:5999.64453 [1127] validation_0-mae:4378.21875 validation_1-mae:5999.97070 [1128] validation_0-mae:4378.11865 validation_1-mae:5999.99512 [1129] validation_0-mae:4377.47656 validation_1-mae:6000.10010 [1130] validation_0-mae:4376.62256 validation_1-mae:5999.73242 [1131] validation_0-mae:4376.52734 validation_1-mae:5999.77930 [1132] validation_0-mae:4375.59912 validation_1-mae:5999.66895 [1133] validation_0-mae:4374.48389 validation_1-mae:5999.11328 [1134] validation_0-mae:4374.09668 validation_1-mae:5998.79785 [1135] validation_0-mae:4373.21484 validation_1-mae:5998.90332 [1136] validation_0-mae:4372.79150 validation_1-mae:5998.87207 [1137] validation_0-mae:4372.35156 validation_1-mae:5998.70264 [1138] validation_0-mae:4371.58594 validation_1-mae:5998.75586 [1139] validation_0-mae:4370.80566 validation_1-mae:5998.95068 [1140] validation_0-mae:4369.98828 validation_1-mae:5999.01709 [1141] validation_0-mae:4369.75293 validation_1-mae:5999.21338 [1142] validation_0-mae:4368.92920 validation_1-mae:5999.63184 [1143] validation_0-mae:4367.83691 validation_1-mae:5999.94336 [1144] validation_0-mae:4366.69824 validation_1-mae:6000.82617 [1145] validation_0-mae:4365.81006 validation_1-mae:6000.71436 [1146] validation_0-mae:4364.06299 validation_1-mae:6000.56006 [1147] validation_0-mae:4363.25391 validation_1-mae:6000.75147 [1148] validation_0-mae:4362.79395 validation_1-mae:6000.62451 [1149] validation_0-mae:4361.90332 validation_1-mae:6000.33740 [1150] validation_0-mae:4360.94775 validation_1-mae:6000.33447 [1151] validation_0-mae:4359.02734 validation_1-mae:5999.37451 [1152] validation_0-mae:4357.82227 validation_1-mae:5998.68311 [1153] validation_0-mae:4356.81348 validation_1-mae:5999.33154 [1154] validation_0-mae:4356.55762 validation_1-mae:5999.66260 [1155] validation_0-mae:4355.47119 validation_1-mae:5999.88916 [1156] validation_0-mae:4354.51416 validation_1-mae:5999.64209 [1157] validation_0-mae:4354.09082 validation_1-mae:5999.54297 [1158] validation_0-mae:4353.57275 validation_1-mae:5999.67236 [1159] validation_0-mae:4352.58496 validation_1-mae:5999.34082 [1160] validation_0-mae:4351.91650 validation_1-mae:5999.28027 [1161] validation_0-mae:4350.76318 validation_1-mae:5999.11719 [1162] validation_0-mae:4349.98145 validation_1-mae:5999.09766 [1163] validation_0-mae:4348.25147 validation_1-mae:5998.66309 [1164] validation_0-mae:4347.66699 validation_1-mae:5998.75195 [1165] validation_0-mae:4346.80322 validation_1-mae:5998.78369 [1166] validation_0-mae:4345.87695 validation_1-mae:5998.53272 [1167] validation_0-mae:4344.69727 validation_1-mae:5998.22998 [1168] validation_0-mae:4344.02637 validation_1-mae:5997.83789 [1169] validation_0-mae:4342.84961 validation_1-mae:5997.19092 [1170] validation_0-mae:4341.47168 validation_1-mae:5996.73877 [1171] validation_0-mae:4340.66895 validation_1-mae:5997.03125 [1172] validation_0-mae:4339.82080 validation_1-mae:5997.11523 [1173] validation_0-mae:4338.97217 validation_1-mae:5996.67627 [1174] validation_0-mae:4338.75830 validation_1-mae:5996.77441 [1175] validation_0-mae:4337.72656 validation_1-mae:5996.33447 [1176] validation_0-mae:4337.37744 validation_1-mae:5996.28272 [1177] validation_0-mae:4336.97168 validation_1-mae:5996.02588 [1178] validation_0-mae:4336.04932 validation_1-mae:5995.81592 [1179] validation_0-mae:4334.80908 validation_1-mae:5996.03809 [1180] validation_0-mae:4333.52002 validation_1-mae:5995.24121 [1181] validation_0-mae:4332.48828 validation_1-mae:5995.59522 [1182] validation_0-mae:4331.51172 validation_1-mae:5995.29346 [1183] validation_0-mae:4330.40283 validation_1-mae:5995.27686 [1184] validation_0-mae:4329.31103 validation_1-mae:5995.16895 [1185] validation_0-mae:4328.77783 validation_1-mae:5995.32764 [1186] validation_0-mae:4328.23242 validation_1-mae:5996.04639 [1187] validation_0-mae:4327.07764 validation_1-mae:5996.11963 [1188] validation_0-mae:4327.00879 validation_1-mae:5996.07275 [1189] validation_0-mae:4326.26953 validation_1-mae:5996.06299 [1190] validation_0-mae:4324.61963 validation_1-mae:5995.43750 [1191] validation_0-mae:4323.92920 validation_1-mae:5995.41895 [1192] validation_0-mae:4323.18262 validation_1-mae:5995.33203 [1193] validation_0-mae:4322.59570 validation_1-mae:5995.29834 [1194] validation_0-mae:4321.67578 validation_1-mae:5995.59033 [1195] validation_0-mae:4321.32373 validation_1-mae:5995.54785 [1196] validation_0-mae:4321.21045 validation_1-mae:5995.54492 [1197] validation_0-mae:4319.79150 validation_1-mae:5995.32715 [1198] validation_0-mae:4318.63428 validation_1-mae:5995.42236 [1199] validation_0-mae:4318.00293 validation_1-mae:5995.03272 [1200] validation_0-mae:4317.54932 validation_1-mae:5995.10352 [1201] validation_0-mae:4316.67432 validation_1-mae:5994.84766 [1202] validation_0-mae:4315.91406 validation_1-mae:5994.73438 [1203] validation_0-mae:4315.09766 validation_1-mae:5994.78711 [1204] validation_0-mae:4313.96143 validation_1-mae:5994.54199 [1205] validation_0-mae:4313.05127 validation_1-mae:5994.31836 [1206] validation_0-mae:4311.85498 validation_1-mae:5994.10498 [1207] validation_0-mae:4311.01562 validation_1-mae:5994.56152 [1208] validation_0-mae:4309.74658 validation_1-mae:5993.76562 [1209] validation_0-mae:4309.33203 validation_1-mae:5993.66016 [1210] validation_0-mae:4308.84424 validation_1-mae:5993.42676 [1211] validation_0-mae:4307.88428 validation_1-mae:5993.85059 [1212] validation_0-mae:4307.22168 validation_1-mae:5993.74561 [1213] validation_0-mae:4305.88867 validation_1-mae:5993.45020 [1214] validation_0-mae:4304.88086 validation_1-mae:5993.68457 [1215] validation_0-mae:4303.67529 validation_1-mae:5993.77832 [1216] validation_0-mae:4302.05273 validation_1-mae:5993.30762 [1217] validation_0-mae:4301.22070 validation_1-mae:5993.04736 [1218] validation_0-mae:4299.87451 validation_1-mae:5993.00928 [1219] validation_0-mae:4298.96191 validation_1-mae:5992.68408 [1220] validation_0-mae:4297.96436 validation_1-mae:5993.11816 [1221] validation_0-mae:4296.87744 validation_1-mae:5993.54053 [1222] validation_0-mae:4296.16602 validation_1-mae:5993.21094 [1223] validation_0-mae:4295.56885 validation_1-mae:5992.95557 [1224] validation_0-mae:4294.99170 validation_1-mae:5992.87158 [1225] validation_0-mae:4294.03564 validation_1-mae:5992.78760 [1226] validation_0-mae:4293.09814 validation_1-mae:5992.37793 [1227] validation_0-mae:4292.43555 validation_1-mae:5992.37939 [1228] validation_0-mae:4291.28369 validation_1-mae:5993.04785 [1229] validation_0-mae:4290.27930 validation_1-mae:5993.09766 [1230] validation_0-mae:4289.45459 validation_1-mae:5993.26660 [1231] validation_0-mae:4288.41992 validation_1-mae:5993.00928 [1232] validation_0-mae:4287.48242 validation_1-mae:5993.08447 [1233] validation_0-mae:4286.50342 validation_1-mae:5993.43799 [1234] validation_0-mae:4285.60791 validation_1-mae:5993.38623 [1235] validation_0-mae:4283.71777 validation_1-mae:5993.24023 [1236] validation_0-mae:4282.66016 validation_1-mae:5993.33691 [1237] validation_0-mae:4281.67432 validation_1-mae:5993.12598 [1238] validation_0-mae:4280.12305 validation_1-mae:5992.43359 [1239] validation_0-mae:4277.94238 validation_1-mae:5992.36914 [1240] validation_0-mae:4276.69238 validation_1-mae:5992.54443 [1241] validation_0-mae:4275.71680 validation_1-mae:5992.87891 [1242] validation_0-mae:4274.20361 validation_1-mae:5992.77295 [1243] validation_0-mae:4272.61230 validation_1-mae:5991.97900 [1244] validation_0-mae:4271.59326 validation_1-mae:5992.10596 [1245] validation_0-mae:4269.93897 validation_1-mae:5993.03223 [1246] validation_0-mae:4268.68897 validation_1-mae:5993.36963 [1247] validation_0-mae:4268.17920 validation_1-mae:5993.35303 [1248] validation_0-mae:4266.67676 validation_1-mae:5993.31152 [1249] validation_0-mae:4265.80029 validation_1-mae:5993.13672 [1250] validation_0-mae:4264.31152 validation_1-mae:5993.37207 [1251] validation_0-mae:4263.12549 validation_1-mae:5993.42529 [1252] validation_0-mae:4261.47266 validation_1-mae:5992.69434 [1253] validation_0-mae:4260.10938 validation_1-mae:5992.70801 [1254] validation_0-mae:4258.45508 validation_1-mae:5993.46289 [1255] validation_0-mae:4257.23340 validation_1-mae:5993.42236 [1256] validation_0-mae:4256.48584 validation_1-mae:5993.43799 [1257] validation_0-mae:4255.81348 validation_1-mae:5993.28955 [1258] validation_0-mae:4254.80615 validation_1-mae:5993.04150 [1259] validation_0-mae:4254.18457 validation_1-mae:5993.17383 [1260] validation_0-mae:4253.81787 validation_1-mae:5993.32617 [1261] validation_0-mae:4252.90625 validation_1-mae:5993.22559 [1262] validation_0-mae:4251.74609 validation_1-mae:5993.30518 [1263] validation_0-mae:4250.04541 validation_1-mae:5992.22705 [1264] validation_0-mae:4249.32520 validation_1-mae:5992.13965 [1265] validation_0-mae:4248.46533 validation_1-mae:5992.27930 [1266] validation_0-mae:4247.74219 validation_1-mae:5991.87305 [1267] validation_0-mae:4246.88916 validation_1-mae:5991.63379 [1268] validation_0-mae:4245.55762 validation_1-mae:5991.93018 [1269] validation_0-mae:4244.68994 validation_1-mae:5992.22314 [1270] validation_0-mae:4243.51904 validation_1-mae:5992.15576 [1271] validation_0-mae:4242.85010 validation_1-mae:5992.29736 [1272] validation_0-mae:4241.95557 validation_1-mae:5992.39404 [1273] validation_0-mae:4240.32959 validation_1-mae:5992.29688 [1274] validation_0-mae:4239.44678 validation_1-mae:5992.35107 [1275] validation_0-mae:4238.78955 validation_1-mae:5992.17676 [1276] validation_0-mae:4237.96338 validation_1-mae:5992.10254 [1277] validation_0-mae:4237.85449 validation_1-mae:5992.12891 [1278] validation_0-mae:4236.84228 validation_1-mae:5992.46484 [1279] validation_0-mae:4235.47461 validation_1-mae:5992.14453 [1280] validation_0-mae:4234.22607 validation_1-mae:5991.73438 [1281] validation_0-mae:4233.64258 validation_1-mae:5991.55615 [1282] validation_0-mae:4232.71777 validation_1-mae:5991.33594 [1283] validation_0-mae:4230.92334 validation_1-mae:5991.76709 [1284] validation_0-mae:4229.74512 validation_1-mae:5991.67090 [1285] validation_0-mae:4228.65674 validation_1-mae:5991.67773 [1286] validation_0-mae:4227.62207 validation_1-mae:5991.76953 [1287] validation_0-mae:4226.91553 validation_1-mae:5991.58838 [1288] validation_0-mae:4226.16553 validation_1-mae:5991.55127 [1289] validation_0-mae:4225.35449 validation_1-mae:5991.44238 [1290] validation_0-mae:4224.64941 validation_1-mae:5991.51562 [1291] validation_0-mae:4223.81885 validation_1-mae:5991.64697 [1292] validation_0-mae:4223.22656 validation_1-mae:5991.66064 [1293] validation_0-mae:4222.69727 validation_1-mae:5991.56982 [1294] validation_0-mae:4221.65869 validation_1-mae:5992.05518 [1295] validation_0-mae:4220.04102 validation_1-mae:5992.40869 [1296] validation_0-mae:4218.82715 validation_1-mae:5991.83447 [1297] validation_0-mae:4217.79883 validation_1-mae:5992.33105 [1298] validation_0-mae:4217.47168 validation_1-mae:5992.18701 [1299] validation_0-mae:4216.24365 validation_1-mae:5992.25147 [1300] validation_0-mae:4215.31055 validation_1-mae:5992.21094 [1301] validation_0-mae:4215.00684 validation_1-mae:5992.41504 [1302] validation_0-mae:4214.97510 validation_1-mae:5992.42236 [1303] validation_0-mae:4214.24561 validation_1-mae:5992.21143 [1304] validation_0-mae:4212.98682 validation_1-mae:5992.52246 [1305] validation_0-mae:4212.03613 validation_1-mae:5992.27637 [1306] validation_0-mae:4211.44434 validation_1-mae:5992.52783 [1307] validation_0-mae:4211.31152 validation_1-mae:5992.59522 [1308] validation_0-mae:4210.00488 validation_1-mae:5992.94043 [1309] validation_0-mae:4208.47363 validation_1-mae:5993.73633 [1310] validation_0-mae:4207.90869 validation_1-mae:5993.70264 [1311] validation_0-mae:4207.80029 validation_1-mae:5993.55908 [1312] validation_0-mae:4207.65332 validation_1-mae:5993.56445 [1313] validation_0-mae:4207.19971 validation_1-mae:5993.78125 [1314] validation_0-mae:4207.01367 validation_1-mae:5993.86328 [1315] validation_0-mae:4206.66016 validation_1-mae:5993.87695 [1316] validation_0-mae:4205.56592 validation_1-mae:5993.51270 [1317] validation_0-mae:4204.32861 validation_1-mae:5993.67920 [1318] validation_0-mae:4203.15478 validation_1-mae:5993.35352 [1319] validation_0-mae:4202.30127 validation_1-mae:5993.58398 [1320] validation_0-mae:4201.38867 validation_1-mae:5993.75830 [1321] validation_0-mae:4199.89355 validation_1-mae:5994.10889 [1322] validation_0-mae:4198.92725 validation_1-mae:5993.88428 [1323] validation_0-mae:4197.85938 validation_1-mae:5993.59668 [1324] validation_0-mae:4197.04785 validation_1-mae:5993.32666 [1325] validation_0-mae:4195.98047 validation_1-mae:5992.71728 [1326] validation_0-mae:4194.84277 validation_1-mae:5993.06055 [1327] validation_0-mae:4194.06152 validation_1-mae:5992.95605 [1328] validation_0-mae:4193.16260 validation_1-mae:5992.38623 [1329] validation_0-mae:4192.27002 validation_1-mae:5992.06201 [1330] validation_0-mae:4190.99561 validation_1-mae:5991.62061 [1331] validation_0-mae:4189.14502 validation_1-mae:5990.93603 [1332] validation_0-mae:4188.31299 validation_1-mae:5991.26953 [1333] validation_0-mae:4187.64893 validation_1-mae:5991.02148 [1334] validation_0-mae:4186.54199 validation_1-mae:5990.97803 [1335] validation_0-mae:4185.12598 validation_1-mae:5990.47852 [1336] validation_0-mae:4184.10986 validation_1-mae:5990.26465 [1337] validation_0-mae:4183.27246 validation_1-mae:5990.18359 [1338] validation_0-mae:4182.60938 validation_1-mae:5990.12256 [1339] validation_0-mae:4181.52490 validation_1-mae:5989.57080 [1340] validation_0-mae:4180.80176 validation_1-mae:5989.53467 [1341] validation_0-mae:4180.51074 validation_1-mae:5989.41748 [1342] validation_0-mae:4179.88232 validation_1-mae:5989.37256 [1343] validation_0-mae:4178.87109 validation_1-mae:5989.43506 [1344] validation_0-mae:4178.23047 validation_1-mae:5989.62353 [1345] validation_0-mae:4177.26562 validation_1-mae:5989.48486 [1346] validation_0-mae:4176.75391 validation_1-mae:5989.73730 [1347] validation_0-mae:4176.00195 validation_1-mae:5989.34717 [1348] validation_0-mae:4175.54639 validation_1-mae:5989.18213 [1349] validation_0-mae:4174.92090 validation_1-mae:5988.97168 [1350] validation_0-mae:4173.32520 validation_1-mae:5988.85986 [1351] validation_0-mae:4172.57666 validation_1-mae:5988.69824 [1352] validation_0-mae:4171.74658 validation_1-mae:5989.25342 [1353] validation_0-mae:4171.25928 validation_1-mae:5989.08447 [1354] validation_0-mae:4170.77344 validation_1-mae:5989.21045 [1355] validation_0-mae:4168.97998 validation_1-mae:5988.22266 [1356] validation_0-mae:4167.90527 validation_1-mae:5987.98486 [1357] validation_0-mae:4167.10449 validation_1-mae:5987.93994 [1358] validation_0-mae:4166.04639 validation_1-mae:5987.46436 [1359] validation_0-mae:4165.10498 validation_1-mae:5987.24121 [1360] validation_0-mae:4164.41064 validation_1-mae:5987.17188 [1361] validation_0-mae:4163.71826 validation_1-mae:5987.36475 [1362] validation_0-mae:4163.23242 validation_1-mae:5987.32275 [1363] validation_0-mae:4162.93262 validation_1-mae:5987.41455 [1364] validation_0-mae:4162.37012 validation_1-mae:5987.41309 [1365] validation_0-mae:4161.50293 validation_1-mae:5987.34473 [1366] validation_0-mae:4160.40088 validation_1-mae:5987.55566 [1367] validation_0-mae:4159.55371 validation_1-mae:5987.37695 [1368] validation_0-mae:4158.73828 validation_1-mae:5987.78809 [1369] validation_0-mae:4158.01953 validation_1-mae:5987.77100 [1370] validation_0-mae:4156.67383 validation_1-mae:5988.03076 [1371] validation_0-mae:4155.06299 validation_1-mae:5987.76221 [1372] validation_0-mae:4154.14258 validation_1-mae:5987.50635 [1373] validation_0-mae:4153.55225 validation_1-mae:5987.72070 [1374] validation_0-mae:4152.66211 validation_1-mae:5987.76221 [1375] validation_0-mae:4151.46680 validation_1-mae:5987.72022 [1376] validation_0-mae:4150.61963 validation_1-mae:5987.68652 [1377] validation_0-mae:4149.36279 validation_1-mae:5987.55029 [1378] validation_0-mae:4148.15283 validation_1-mae:5987.53369 [1379] validation_0-mae:4147.45215 validation_1-mae:5987.62353 [1380] validation_0-mae:4146.35400 validation_1-mae:5986.99365 [1381] validation_0-mae:4145.14746 validation_1-mae:5986.64990 [1382] validation_0-mae:4144.61865 validation_1-mae:5986.47607 [1383] validation_0-mae:4144.57275 validation_1-mae:5986.44678 [1384] validation_0-mae:4144.02002 validation_1-mae:5986.08496 [1385] validation_0-mae:4143.70020 validation_1-mae:5985.88672 [1386] validation_0-mae:4142.07910 validation_1-mae:5985.66943 [1387] validation_0-mae:4140.54150 validation_1-mae:5985.32080 [1388] validation_0-mae:4139.41455 validation_1-mae:5984.77295 [1389] validation_0-mae:4137.74853 validation_1-mae:5984.96533 [1390] validation_0-mae:4136.70361 validation_1-mae:5986.11377 [1391] validation_0-mae:4136.48584 validation_1-mae:5986.24170 [1392] validation_0-mae:4135.81641 validation_1-mae:5986.18897 [1393] validation_0-mae:4134.31592 validation_1-mae:5986.61377 [1394] validation_0-mae:4132.91602 validation_1-mae:5986.72656 [1395] validation_0-mae:4131.57617 validation_1-mae:5987.27393 [1396] validation_0-mae:4130.17969 validation_1-mae:5987.02441 [1397] validation_0-mae:4128.78516 validation_1-mae:5988.13135 [1398] validation_0-mae:4127.17090 validation_1-mae:5988.76514 [1399] validation_0-mae:4126.39648 validation_1-mae:5988.73047 [1400] validation_0-mae:4125.00977 validation_1-mae:5987.90332 [1401] validation_0-mae:4124.18897 validation_1-mae:5987.79492 [1402] validation_0-mae:4121.89844 validation_1-mae:5987.46289 [1403] validation_0-mae:4120.54639 validation_1-mae:5987.92627 [1404] validation_0-mae:4119.69678 validation_1-mae:5987.93945 [1405] validation_0-mae:4119.17432 validation_1-mae:5987.83789 [1406] validation_0-mae:4118.13818 validation_1-mae:5987.77100 [1407] validation_0-mae:4117.53076 validation_1-mae:5987.98682 [1408] validation_0-mae:4116.98145 validation_1-mae:5987.99219 [1409] validation_0-mae:4115.75000 validation_1-mae:5987.88428 [1410] validation_0-mae:4114.80176 validation_1-mae:5988.25586 [1411] validation_0-mae:4114.08203 validation_1-mae:5988.17676 [1412] validation_0-mae:4113.36523 validation_1-mae:5988.20605 [1413] validation_0-mae:4113.03857 validation_1-mae:5988.34522 [1414] validation_0-mae:4112.48877 validation_1-mae:5987.92383 [1415] validation_0-mae:4111.75439 validation_1-mae:5988.11914 [1416] validation_0-mae:4110.67969 validation_1-mae:5988.04785 [1417] validation_0-mae:4109.12842 validation_1-mae:5988.15430 [1418] validation_0-mae:4108.38232 validation_1-mae:5988.36377 [1419] validation_0-mae:4107.07910 validation_1-mae:5988.18750 [1420] validation_0-mae:4106.09277 validation_1-mae:5988.28662 [1421] validation_0-mae:4104.70557 validation_1-mae:5988.13965 [1422] validation_0-mae:4103.70215 validation_1-mae:5987.46875 [1423] validation_0-mae:4102.04688 validation_1-mae:5988.17529 [1424] validation_0-mae:4100.62012 validation_1-mae:5987.57031 [1425] validation_0-mae:4099.14160 validation_1-mae:5987.06885 [1426] validation_0-mae:4098.56982 validation_1-mae:5987.19873 [1427] validation_0-mae:4097.85889 validation_1-mae:5987.22656 [1428] validation_0-mae:4097.30127 validation_1-mae:5987.03613 [1429] validation_0-mae:4097.05420 validation_1-mae:5986.94189 [1430] validation_0-mae:4096.37549 validation_1-mae:5986.05811 [1431] validation_0-mae:4095.41553 validation_1-mae:5985.80957 [1432] validation_0-mae:4094.20532 validation_1-mae:5985.14258 [1433] validation_0-mae:4093.36475 validation_1-mae:5984.77881 [1434] validation_0-mae:4092.58228 validation_1-mae:5984.57080 [1435] validation_0-mae:4091.86768 validation_1-mae:5985.01807 [1436] validation_0-mae:4091.29224 validation_1-mae:5985.45068 [1437] validation_0-mae:4090.80981 validation_1-mae:5985.20996 [1438] validation_0-mae:4090.22974 validation_1-mae:5985.25439 [1439] validation_0-mae:4089.92114 validation_1-mae:5985.35205 [1440] validation_0-mae:4089.50098 validation_1-mae:5985.33154 [1441] validation_0-mae:4088.54394 validation_1-mae:5984.92236 [1442] validation_0-mae:4087.61694 validation_1-mae:5984.62842 [1443] validation_0-mae:4087.00952 validation_1-mae:5984.57764 [1444] validation_0-mae:4086.59692 validation_1-mae:5984.52588 [1445] validation_0-mae:4085.15942 validation_1-mae:5984.55811 [1446] validation_0-mae:4084.47559 validation_1-mae:5984.25098 [1447] validation_0-mae:4084.05664 validation_1-mae:5984.13672 [1448] validation_0-mae:4083.12256 validation_1-mae:5984.06885 [1449] validation_0-mae:4082.73413 validation_1-mae:5984.20166 [1450] validation_0-mae:4082.07519 validation_1-mae:5983.88525 [1451] validation_0-mae:4081.49341 validation_1-mae:5984.00293 [1452] validation_0-mae:4080.76001 validation_1-mae:5984.20996 [1453] validation_0-mae:4079.67627 validation_1-mae:5984.36133 [1454] validation_0-mae:4079.22754 validation_1-mae:5983.96094 [1455] validation_0-mae:4077.15332 validation_1-mae:5983.57568 [1456] validation_0-mae:4076.25537 validation_1-mae:5983.84814 [1457] validation_0-mae:4075.69214 validation_1-mae:5983.61865 [1458] validation_0-mae:4074.81934 validation_1-mae:5983.56641 [1459] validation_0-mae:4074.33838 validation_1-mae:5983.62598 [1460] validation_0-mae:4074.21826 validation_1-mae:5983.69727 [1461] validation_0-mae:4074.03320 validation_1-mae:5983.68897 [1462] validation_0-mae:4073.59424 validation_1-mae:5983.81299 [1463] validation_0-mae:4072.67529 validation_1-mae:5983.47949 [1464] validation_0-mae:4072.01514 validation_1-mae:5983.39209 [1465] validation_0-mae:4071.08203 validation_1-mae:5983.39209 [1466] validation_0-mae:4070.74976 validation_1-mae:5983.37549 [1467] validation_0-mae:4069.98144 validation_1-mae:5983.59814 [1468] validation_0-mae:4069.53980 validation_1-mae:5983.48291 [1469] validation_0-mae:4068.80664 validation_1-mae:5983.57227 [1470] validation_0-mae:4068.52051 validation_1-mae:5983.56152 [1471] validation_0-mae:4068.18164 validation_1-mae:5983.58643 [1472] validation_0-mae:4066.39307 validation_1-mae:5983.69824 [1473] validation_0-mae:4065.89429 validation_1-mae:5983.77930 [1474] validation_0-mae:4064.83496 validation_1-mae:5983.93408 [1475] validation_0-mae:4063.80371 validation_1-mae:5984.12549 [1476] validation_0-mae:4062.95312 validation_1-mae:5984.34082 [1477] validation_0-mae:4061.41748 validation_1-mae:5983.88770 [1478] validation_0-mae:4060.89258 validation_1-mae:5983.74414 [1479] validation_0-mae:4060.30981 validation_1-mae:5983.58496 [1480] validation_0-mae:4059.45093 validation_1-mae:5983.41016 [1481] validation_0-mae:4058.90894 validation_1-mae:5983.18506 [1482] validation_0-mae:4058.62573 validation_1-mae:5983.01709 [1483] validation_0-mae:4057.78931 validation_1-mae:5982.90137 [1484] validation_0-mae:4056.56104 validation_1-mae:5982.63525 [1485] validation_0-mae:4054.88818 validation_1-mae:5982.75342 [1486] validation_0-mae:4053.75855 validation_1-mae:5982.04297 [1487] validation_0-mae:4053.66235 validation_1-mae:5982.09814 [1488] validation_0-mae:4053.30029 validation_1-mae:5982.32568 [1489] validation_0-mae:4052.16894 validation_1-mae:5982.21191 [1490] validation_0-mae:4051.42090 validation_1-mae:5982.23096 [1491] validation_0-mae:4050.64624 validation_1-mae:5981.82471 [1492] validation_0-mae:4049.17407 validation_1-mae:5981.48535 [1493] validation_0-mae:4048.37769 validation_1-mae:5981.09668 [1494] validation_0-mae:4048.12866 validation_1-mae:5981.24805 [1495] validation_0-mae:4047.54175 validation_1-mae:5981.45068 [1496] validation_0-mae:4047.24170 validation_1-mae:5981.52100 [1497] validation_0-mae:4046.69849 validation_1-mae:5981.39404 [1498] validation_0-mae:4045.84204 validation_1-mae:5981.51807 [1499] validation_0-mae:4044.43921 validation_1-mae:5981.13281 [1500] validation_0-mae:4043.04932 validation_1-mae:5981.21533 [1501] validation_0-mae:4041.15698 validation_1-mae:5979.73926 [1502] validation_0-mae:4040.35938 validation_1-mae:5980.07568 [1503] validation_0-mae:4039.46655 validation_1-mae:5980.34766 [1504] validation_0-mae:4038.25317 validation_1-mae:5980.22754 [1505] validation_0-mae:4036.88843 validation_1-mae:5980.36523 [1506] validation_0-mae:4036.58252 validation_1-mae:5980.21582 [1507] validation_0-mae:4035.83228 validation_1-mae:5980.02344 [1508] validation_0-mae:4034.55078 validation_1-mae:5980.41260 [1509] validation_0-mae:4033.64844 validation_1-mae:5980.37793 [1510] validation_0-mae:4032.43140 validation_1-mae:5980.94531 [1511] validation_0-mae:4031.30005 validation_1-mae:5980.90088 [1512] validation_0-mae:4030.58252 validation_1-mae:5981.63086 [1513] validation_0-mae:4029.62769 validation_1-mae:5981.64111 [1514] validation_0-mae:4028.72998 validation_1-mae:5981.31689 [1515] validation_0-mae:4027.09497 validation_1-mae:5981.96436 [1516] validation_0-mae:4025.66480 validation_1-mae:5982.58691 [1517] validation_0-mae:4025.30664 validation_1-mae:5982.49463 [1518] validation_0-mae:4024.51514 validation_1-mae:5982.17676 [1519] validation_0-mae:4023.37842 validation_1-mae:5982.61572 [1520] validation_0-mae:4022.64893 validation_1-mae:5982.88184 [1521] validation_0-mae:4021.97949 validation_1-mae:5983.13281 [1522] validation_0-mae:4021.35620 validation_1-mae:5983.13135 [1523] validation_0-mae:4020.09692 validation_1-mae:5983.91455 [1524] validation_0-mae:4019.71509 validation_1-mae:5983.91553 [1525] validation_0-mae:4018.85522 validation_1-mae:5983.71973 [1526] validation_0-mae:4018.12500 validation_1-mae:5984.09375 [1527] validation_0-mae:4016.88550 validation_1-mae:5983.55176 [1528] validation_0-mae:4016.26856 validation_1-mae:5983.35303 [1529] validation_0-mae:4015.74341 validation_1-mae:5983.38721 [1530] validation_0-mae:4015.05103 validation_1-mae:5983.41602 [1531] validation_0-mae:4014.77588 validation_1-mae:5983.40088 [1532] validation_0-mae:4014.13013 validation_1-mae:5983.64844 [1533] validation_0-mae:4013.57593 validation_1-mae:5983.60645 [1534] validation_0-mae:4012.67871 validation_1-mae:5983.13428 [1535] validation_0-mae:4012.21289 validation_1-mae:5982.80957 [1536] validation_0-mae:4010.46729 validation_1-mae:5981.82178 [1537] validation_0-mae:4009.57300 validation_1-mae:5981.60693 [1538] validation_0-mae:4008.75000 validation_1-mae:5981.57617 [1539] validation_0-mae:4007.57739 validation_1-mae:5981.25830 [1540] validation_0-mae:4006.59277 validation_1-mae:5980.84424 [1541] validation_0-mae:4005.38550 validation_1-mae:5981.21191 [1542] validation_0-mae:4003.99463 validation_1-mae:5980.97022 [1543] validation_0-mae:4003.19873 validation_1-mae:5980.90430 [1544] validation_0-mae:4003.02368 validation_1-mae:5980.71631 [1545] validation_0-mae:4002.08691 validation_1-mae:5980.33105 [1546] validation_0-mae:4001.44434 validation_1-mae:5980.62012 [1547] validation_0-mae:4000.44702 validation_1-mae:5981.02978 [1548] validation_0-mae:3999.31812 validation_1-mae:5980.74072 [1549] validation_0-mae:3998.28735 validation_1-mae:5980.36523 [1550] validation_0-mae:3997.26514 validation_1-mae:5980.41553 [1551] validation_0-mae:3996.29858 validation_1-mae:5980.28272 [1552] validation_0-mae:3995.79590 validation_1-mae:5980.34277 [1553] validation_0-mae:3995.13794 validation_1-mae:5980.14258 [1554] validation_0-mae:3994.17334 validation_1-mae:5980.07422 [1555] validation_0-mae:3993.61475 validation_1-mae:5980.08545 [1556] validation_0-mae:3992.98315 validation_1-mae:5979.94141 [1557] validation_0-mae:3992.55664 validation_1-mae:5979.84375 [1558] validation_0-mae:3991.81445 validation_1-mae:5979.65137 [1559] validation_0-mae:3991.43726 validation_1-mae:5979.73535 [1560] validation_0-mae:3990.80005 validation_1-mae:5979.80566 [1561] validation_0-mae:3990.32495 validation_1-mae:5979.72510 [1562] validation_0-mae:3989.57788 validation_1-mae:5979.40967 [1563] validation_0-mae:3987.82471 validation_1-mae:5979.51904 [1564] validation_0-mae:3985.99805 validation_1-mae:5979.27002 [1565] validation_0-mae:3984.80835 validation_1-mae:5979.26172 [1566] validation_0-mae:3983.14038 validation_1-mae:5978.61572 [1567] validation_0-mae:3981.77222 validation_1-mae:5978.13525 [1568] validation_0-mae:3980.87183 validation_1-mae:5978.33203 [1569] validation_0-mae:3980.09595 validation_1-mae:5978.20459 [1570] validation_0-mae:3979.33106 validation_1-mae:5978.33936 [1571] validation_0-mae:3978.04541 validation_1-mae:5978.46143 [1572] validation_0-mae:3977.43628 validation_1-mae:5978.08447 [1573] validation_0-mae:3975.77026 validation_1-mae:5977.81006 [1574] validation_0-mae:3974.10742 validation_1-mae:5977.91357 [1575] validation_0-mae:3973.40723 validation_1-mae:5978.27881 [1576] validation_0-mae:3973.13721 validation_1-mae:5978.15967 [1577] validation_0-mae:3972.37207 validation_1-mae:5977.87158 [1578] validation_0-mae:3971.62378 validation_1-mae:5977.88037 [1579] validation_0-mae:3970.72852 validation_1-mae:5977.21631 [1580] validation_0-mae:3970.24170 validation_1-mae:5977.32520 [1581] validation_0-mae:3969.20654 validation_1-mae:5977.59131 [1582] validation_0-mae:3968.59863 validation_1-mae:5977.64795 [1583] validation_0-mae:3967.60742 validation_1-mae:5977.60889 [1584] validation_0-mae:3965.94385 validation_1-mae:5977.04053 [1585] validation_0-mae:3964.98706 validation_1-mae:5976.72363 [1586] validation_0-mae:3963.90308 validation_1-mae:5976.77051 [1587] validation_0-mae:3962.50342 validation_1-mae:5977.12939 [1588] validation_0-mae:3961.36450 validation_1-mae:5976.97314 [1589] validation_0-mae:3960.89038 validation_1-mae:5977.03320 [1590] validation_0-mae:3960.31958 validation_1-mae:5977.25635 [1591] validation_0-mae:3959.38135 validation_1-mae:5976.84424 [1592] validation_0-mae:3958.42432 validation_1-mae:5976.55469 [1593] validation_0-mae:3957.57959 validation_1-mae:5976.07520 [1594] validation_0-mae:3957.07300 validation_1-mae:5976.02490 [1595] validation_0-mae:3956.01245 validation_1-mae:5976.27100 [1596] validation_0-mae:3955.39404 validation_1-mae:5976.37353 [1597] validation_0-mae:3955.29785 validation_1-mae:5976.30811 [1598] validation_0-mae:3954.24805 validation_1-mae:5976.01758 [1599] validation_0-mae:3952.90356 validation_1-mae:5975.83545 [1600] validation_0-mae:3951.34082 validation_1-mae:5975.68213 [1601] validation_0-mae:3950.07666 validation_1-mae:5975.68506 [1602] validation_0-mae:3949.17188 validation_1-mae:5975.71826 [1603] validation_0-mae:3948.44507 validation_1-mae:5976.17139 [1604] validation_0-mae:3947.73364 validation_1-mae:5976.11865 [1605] validation_0-mae:3946.78857 validation_1-mae:5975.81201 [1606] validation_0-mae:3945.96240 validation_1-mae:5975.98730 [1607] validation_0-mae:3944.77393 validation_1-mae:5976.00439 [1608] validation_0-mae:3944.28394 validation_1-mae:5975.99707 [1609] validation_0-mae:3942.90698 validation_1-mae:5975.35547 [1610] validation_0-mae:3942.29565 validation_1-mae:5975.25098 [1611] validation_0-mae:3941.91064 validation_1-mae:5975.21045 [1612] validation_0-mae:3941.15552 validation_1-mae:5975.25439 [1613] validation_0-mae:3940.94849 validation_1-mae:5975.17432 [1614] validation_0-mae:3940.31323 validation_1-mae:5975.22266 [1615] validation_0-mae:3940.12891 validation_1-mae:5975.14893 [1616] validation_0-mae:3939.57568 validation_1-mae:5974.91748 [1617] validation_0-mae:3938.93384 validation_1-mae:5974.55957 [1618] validation_0-mae:3938.10425 validation_1-mae:5974.64355 [1619] validation_0-mae:3937.63306 validation_1-mae:5974.81348 [1620] validation_0-mae:3937.00659 validation_1-mae:5975.19336 [1621] validation_0-mae:3936.23193 validation_1-mae:5975.78564 [1622] validation_0-mae:3935.54883 validation_1-mae:5975.68994 [1623] validation_0-mae:3934.95312 validation_1-mae:5975.65234 [1624] validation_0-mae:3934.14136 validation_1-mae:5975.70947 [1625] validation_0-mae:3933.16821 validation_1-mae:5975.60693 [1626] validation_0-mae:3932.81714 validation_1-mae:5975.84570 [1627] validation_0-mae:3932.69409 validation_1-mae:5975.73730 [1628] validation_0-mae:3931.62598 validation_1-mae:5975.72266 [1629] validation_0-mae:3930.93701 validation_1-mae:5975.62256 [1630] validation_0-mae:3930.48999 validation_1-mae:5975.64014 [1631] validation_0-mae:3930.19580 validation_1-mae:5975.63672 [1632] validation_0-mae:3930.14356 validation_1-mae:5975.60156 [1633] validation_0-mae:3929.84814 validation_1-mae:5975.73047 [1634] validation_0-mae:3929.11108 validation_1-mae:5976.06641 [1635] validation_0-mae:3927.70117 validation_1-mae:5976.12842 [1636] validation_0-mae:3926.53638 validation_1-mae:5976.10840 [1637] validation_0-mae:3925.59473 validation_1-mae:5976.16406 [1638] validation_0-mae:3924.68652 validation_1-mae:5975.75000 [1639] validation_0-mae:3924.11572 validation_1-mae:5975.59766 [1640] validation_0-mae:3922.66406 validation_1-mae:5975.70508 [1641] validation_0-mae:3922.00488 validation_1-mae:5976.01270 [1642] validation_0-mae:3921.03467 validation_1-mae:5976.36133 [1643] validation_0-mae:3920.59888 validation_1-mae:5976.41016 [1644] validation_0-mae:3919.92871 validation_1-mae:5976.41309 [1645] validation_0-mae:3918.99121 validation_1-mae:5976.48584 [1646] validation_0-mae:3917.67212 validation_1-mae:5977.10693 [1647] validation_0-mae:3917.02490 validation_1-mae:5977.34961 [1648] validation_0-mae:3916.28613 validation_1-mae:5977.58691 [1649] validation_0-mae:3915.71411 validation_1-mae:5977.44824 [1650] validation_0-mae:3915.25879 validation_1-mae:5977.49951 [1651] validation_0-mae:3914.21973 validation_1-mae:5977.34473 [1652] validation_0-mae:3913.27197 validation_1-mae:5977.05078 [1653] validation_0-mae:3913.01733 validation_1-mae:5977.04492 [1654] validation_0-mae:3912.32324 validation_1-mae:5976.68066 [1655] validation_0-mae:3911.71631 validation_1-mae:5976.85742 [1656] validation_0-mae:3911.12671 validation_1-mae:5976.72119 [1657] validation_0-mae:3910.39697 validation_1-mae:5976.59961 [1658] validation_0-mae:3909.66748 validation_1-mae:5976.83301 [1659] validation_0-mae:3909.13037 validation_1-mae:5976.38965 [1660] validation_0-mae:3908.69067 validation_1-mae:5976.24121 [1661] validation_0-mae:3908.09692 validation_1-mae:5976.15478 [1662] validation_0-mae:3907.54126 validation_1-mae:5976.14404 [1663] validation_0-mae:3907.13330 validation_1-mae:5976.13281 [1664] validation_0-mae:3906.28174 validation_1-mae:5976.33643 [1665] validation_0-mae:3905.81152 validation_1-mae:5976.33545 [1666] validation_0-mae:3905.37671 validation_1-mae:5976.62695 [1667] validation_0-mae:3904.91846 validation_1-mae:5976.64062 [1668] validation_0-mae:3904.44482 validation_1-mae:5976.64307 [1669] validation_0-mae:3903.47217 validation_1-mae:5976.41504 [1670] validation_0-mae:3903.14648 validation_1-mae:5976.37402 [1671] validation_0-mae:3902.51221 validation_1-mae:5976.46826 [1672] validation_0-mae:3901.98486 validation_1-mae:5976.39209 [1673] validation_0-mae:3900.86401 validation_1-mae:5976.07373 [1674] validation_0-mae:3900.27905 validation_1-mae:5976.16455 [1675] validation_0-mae:3899.87354 validation_1-mae:5975.99414 [1676] validation_0-mae:3899.08032 validation_1-mae:5975.83350 [1677] validation_0-mae:3898.07178 validation_1-mae:5976.10791 [1678] validation_0-mae:3897.30664 validation_1-mae:5975.92822 [1679] validation_0-mae:3896.23071 validation_1-mae:5975.99609 [1680] validation_0-mae:3895.45508 validation_1-mae:5975.92041 [1681] validation_0-mae:3894.63843 validation_1-mae:5975.77539 [1682] validation_0-mae:3893.54370 validation_1-mae:5975.59766 [1683] validation_0-mae:3892.69336 validation_1-mae:5975.42383 [1684] validation_0-mae:3891.64111 validation_1-mae:5975.68164 [1685] validation_0-mae:3891.03247 validation_1-mae:5976.00537 [1686] validation_0-mae:3890.88696 validation_1-mae:5976.05469 [1687] validation_0-mae:3889.93848 validation_1-mae:5976.17383 [1688] validation_0-mae:3889.16894 validation_1-mae:5976.37451 [1689] validation_0-mae:3888.15186 validation_1-mae:5976.31494 [1690] validation_0-mae:3887.23950 validation_1-mae:5976.05273 [1691] validation_0-mae:3886.34302 validation_1-mae:5975.99121 [1692] validation_0-mae:3885.24414 validation_1-mae:5975.82715 [1693] validation_0-mae:3884.84644 validation_1-mae:5975.93457 [1694] validation_0-mae:3884.12622 validation_1-mae:5975.89795 [1695] validation_0-mae:3883.56738 validation_1-mae:5975.91211 [1696] validation_0-mae:3883.05127 validation_1-mae:5975.90186 [1697] validation_0-mae:3882.55859 validation_1-mae:5975.92627 [1698] validation_0-mae:3881.75757 validation_1-mae:5976.25098 [1699] validation_0-mae:3880.73560 validation_1-mae:5976.20361 Dropping: province_noord-brabant [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.97461 validation_1-mae:9623.92090 [14] validation_0-mae:9418.90527 validation_1-mae:9233.26269 [15] validation_0-mae:9084.41894 validation_1-mae:8905.83496 [16] validation_0-mae:8802.76660 validation_1-mae:8634.42578 [17] validation_0-mae:8567.56836 validation_1-mae:8409.99414 [18] validation_0-mae:8374.73828 validation_1-mae:8221.81543 [19] validation_0-mae:8211.97070 validation_1-mae:8068.87695 [20] validation_0-mae:8069.25439 validation_1-mae:7937.74072 [21] validation_0-mae:7944.89600 validation_1-mae:7829.82129 [22] validation_0-mae:7846.75684 validation_1-mae:7743.39453 [23] validation_0-mae:7760.49268 validation_1-mae:7674.26562 [24] validation_0-mae:7676.77881 validation_1-mae:7595.91943 [25] validation_0-mae:7604.22461 validation_1-mae:7532.59863 [26] validation_0-mae:7548.76855 validation_1-mae:7485.81397 [27] validation_0-mae:7488.48926 validation_1-mae:7431.78418 [28] validation_0-mae:7439.25342 validation_1-mae:7390.69434 [29] validation_0-mae:7397.08154 validation_1-mae:7356.52148 [30] validation_0-mae:7361.37988 validation_1-mae:7326.05664 [31] validation_0-mae:7320.82324 validation_1-mae:7289.51660 [32] validation_0-mae:7292.41406 validation_1-mae:7271.87695 [33] validation_0-mae:7264.21240 validation_1-mae:7250.83545 [34] validation_0-mae:7233.89893 validation_1-mae:7230.87695 [35] validation_0-mae:7202.42920 validation_1-mae:7206.23340 [36] validation_0-mae:7185.20361 validation_1-mae:7192.81885 [37] validation_0-mae:7167.49853 validation_1-mae:7182.80273 [38] validation_0-mae:7142.06152 validation_1-mae:7161.30420 [39] validation_0-mae:7120.70850 validation_1-mae:7144.16846 [40] validation_0-mae:7102.88379 validation_1-mae:7133.79980 [41] validation_0-mae:7086.71875 validation_1-mae:7121.40527 [42] validation_0-mae:7069.59863 validation_1-mae:7110.66260 [43] validation_0-mae:7049.54834 validation_1-mae:7096.86328 [44] validation_0-mae:7037.07080 validation_1-mae:7086.07715 [45] validation_0-mae:7011.81006 validation_1-mae:7065.63330 [46] validation_0-mae:6988.37256 validation_1-mae:7045.83398 [47] validation_0-mae:6972.49365 validation_1-mae:7037.76660 [48] validation_0-mae:6947.80811 validation_1-mae:7019.28955 [49] validation_0-mae:6933.62598 validation_1-mae:7009.23779 [50] validation_0-mae:6915.70459 validation_1-mae:6996.30859 [51] validation_0-mae:6900.52295 validation_1-mae:6984.04199 [52] validation_0-mae:6889.55273 validation_1-mae:6978.64551 [53] validation_0-mae:6875.63672 validation_1-mae:6969.10449 [54] validation_0-mae:6865.33887 validation_1-mae:6964.68262 [55] validation_0-mae:6847.65918 validation_1-mae:6949.14258 [56] validation_0-mae:6830.95508 validation_1-mae:6934.67920 [57] validation_0-mae:6822.23047 validation_1-mae:6930.54639 [58] validation_0-mae:6810.78613 validation_1-mae:6920.05322 [59] validation_0-mae:6795.55176 validation_1-mae:6906.70947 [60] validation_0-mae:6783.24268 validation_1-mae:6895.82129 [61] validation_0-mae:6770.07471 validation_1-mae:6887.25879 [62] validation_0-mae:6758.66016 validation_1-mae:6879.97949 [63] validation_0-mae:6750.28662 validation_1-mae:6872.51514 [64] validation_0-mae:6736.55908 validation_1-mae:6865.08936 [65] validation_0-mae:6724.63379 validation_1-mae:6855.36865 [66] validation_0-mae:6714.38867 validation_1-mae:6847.71728 [67] validation_0-mae:6697.21875 validation_1-mae:6832.41064 [68] validation_0-mae:6684.79541 validation_1-mae:6823.00537 [69] validation_0-mae:6677.14111 validation_1-mae:6816.59668 [70] validation_0-mae:6668.42969 validation_1-mae:6810.07910 [71] validation_0-mae:6655.24805 validation_1-mae:6799.83496 [72] validation_0-mae:6643.36182 validation_1-mae:6790.40088 [73] validation_0-mae:6635.54541 validation_1-mae:6784.14258 [74] validation_0-mae:6621.15918 validation_1-mae:6772.79004 [75] validation_0-mae:6613.96728 validation_1-mae:6769.10059 [76] validation_0-mae:6605.22998 validation_1-mae:6764.64697 [77] validation_0-mae:6595.77393 validation_1-mae:6756.89844 [78] validation_0-mae:6585.64551 validation_1-mae:6748.58350 [79] validation_0-mae:6575.98682 validation_1-mae:6743.41406 [80] validation_0-mae:6567.26465 validation_1-mae:6737.49316 [81] validation_0-mae:6555.80371 validation_1-mae:6729.68213 [82] validation_0-mae:6550.02246 validation_1-mae:6727.13037 [83] validation_0-mae:6539.61426 validation_1-mae:6718.79199 [84] validation_0-mae:6529.26709 validation_1-mae:6709.40674 [85] validation_0-mae:6518.99121 validation_1-mae:6702.75586 [86] validation_0-mae:6511.02002 validation_1-mae:6698.47168 [87] validation_0-mae:6506.43018 validation_1-mae:6695.61963 [88] validation_0-mae:6496.45996 validation_1-mae:6689.54639 [89] validation_0-mae:6489.98047 validation_1-mae:6685.01172 [90] validation_0-mae:6485.85938 validation_1-mae:6681.20850 [91] validation_0-mae:6474.38037 validation_1-mae:6671.89404 [92] validation_0-mae:6465.73877 validation_1-mae:6667.51611 [93] validation_0-mae:6461.64941 validation_1-mae:6665.33057 [94] validation_0-mae:6454.59228 validation_1-mae:6660.54395 [95] validation_0-mae:6444.29736 validation_1-mae:6652.03467 [96] validation_0-mae:6433.25049 validation_1-mae:6643.67090 [97] validation_0-mae:6422.86914 validation_1-mae:6638.28516 [98] validation_0-mae:6418.43555 validation_1-mae:6635.79150 [99] validation_0-mae:6412.31103 validation_1-mae:6631.04834 [100] validation_0-mae:6405.91699 validation_1-mae:6628.15234 [101] validation_0-mae:6395.82764 validation_1-mae:6621.07031 [102] validation_0-mae:6394.11621 validation_1-mae:6619.35400 [103] validation_0-mae:6388.54297 validation_1-mae:6617.18994 [104] validation_0-mae:6382.18311 validation_1-mae:6613.54248 [105] validation_0-mae:6375.38623 validation_1-mae:6609.50293 [106] validation_0-mae:6369.09033 validation_1-mae:6605.57227 [107] validation_0-mae:6367.33594 validation_1-mae:6604.20996 [108] validation_0-mae:6361.94141 validation_1-mae:6599.89551 [109] validation_0-mae:6355.33154 validation_1-mae:6595.70117 [110] validation_0-mae:6347.68066 validation_1-mae:6589.61084 [111] validation_0-mae:6340.60352 validation_1-mae:6582.78564 [112] validation_0-mae:6333.18945 validation_1-mae:6577.90186 [113] validation_0-mae:6329.20605 validation_1-mae:6575.42676 [114] validation_0-mae:6324.17920 validation_1-mae:6572.87939 [115] validation_0-mae:6320.04590 validation_1-mae:6569.44971 [116] validation_0-mae:6313.00195 validation_1-mae:6565.11572 [117] validation_0-mae:6305.18945 validation_1-mae:6561.49805 [118] validation_0-mae:6301.41504 validation_1-mae:6559.77344 [119] validation_0-mae:6295.75391 validation_1-mae:6557.76758 [120] validation_0-mae:6293.81787 validation_1-mae:6557.44727 [121] validation_0-mae:6287.77783 validation_1-mae:6553.83105 [122] validation_0-mae:6282.57666 validation_1-mae:6550.92676 [123] validation_0-mae:6277.12158 validation_1-mae:6547.37793 [124] validation_0-mae:6271.29150 validation_1-mae:6543.10596 [125] validation_0-mae:6266.40430 validation_1-mae:6541.81934 [126] validation_0-mae:6262.64844 validation_1-mae:6540.01172 [127] validation_0-mae:6259.46533 validation_1-mae:6537.19043 [128] validation_0-mae:6254.23047 validation_1-mae:6531.85547 [129] validation_0-mae:6248.29150 validation_1-mae:6529.84863 [130] validation_0-mae:6245.09326 validation_1-mae:6527.86035 [131] validation_0-mae:6236.65039 validation_1-mae:6520.74463 [132] validation_0-mae:6231.42725 validation_1-mae:6520.64258 [133] validation_0-mae:6224.96338 validation_1-mae:6517.74902 [134] validation_0-mae:6222.10107 validation_1-mae:6514.90137 [135] validation_0-mae:6213.22656 validation_1-mae:6508.73145 [136] validation_0-mae:6209.01025 validation_1-mae:6505.76807 [137] validation_0-mae:6204.74658 validation_1-mae:6504.62402 [138] validation_0-mae:6200.22705 validation_1-mae:6501.53516 [139] validation_0-mae:6196.73779 validation_1-mae:6500.60693 [140] validation_0-mae:6193.19678 validation_1-mae:6498.14258 [141] validation_0-mae:6189.00732 validation_1-mae:6495.63232 [142] validation_0-mae:6180.66309 validation_1-mae:6489.05078 [143] validation_0-mae:6177.58350 validation_1-mae:6486.73633 [144] validation_0-mae:6172.72217 validation_1-mae:6484.38184 [145] validation_0-mae:6169.00781 validation_1-mae:6484.88477 [146] validation_0-mae:6164.67578 validation_1-mae:6482.21191 [147] validation_0-mae:6155.16260 validation_1-mae:6473.62939 [148] validation_0-mae:6150.65967 validation_1-mae:6470.73193 [149] validation_0-mae:6147.91211 validation_1-mae:6468.30176 [150] validation_0-mae:6145.18555 validation_1-mae:6467.97217 [151] validation_0-mae:6142.27246 validation_1-mae:6467.23242 [152] validation_0-mae:6138.24756 validation_1-mae:6465.35645 [153] validation_0-mae:6133.91406 validation_1-mae:6463.69189 [154] validation_0-mae:6129.37305 validation_1-mae:6460.73877 [155] validation_0-mae:6126.54980 validation_1-mae:6457.72998 [156] validation_0-mae:6124.56299 validation_1-mae:6456.50293 [157] validation_0-mae:6120.95752 validation_1-mae:6454.26270 [158] validation_0-mae:6118.15967 validation_1-mae:6452.47363 [159] validation_0-mae:6116.79932 validation_1-mae:6452.20898 [160] validation_0-mae:6113.38770 validation_1-mae:6450.48828 [161] validation_0-mae:6109.88672 validation_1-mae:6448.94922 [162] validation_0-mae:6106.25928 validation_1-mae:6446.47168 [163] validation_0-mae:6103.29688 validation_1-mae:6444.87695 [164] validation_0-mae:6099.83545 validation_1-mae:6442.87647 [165] validation_0-mae:6094.80811 validation_1-mae:6439.54102 [166] validation_0-mae:6091.75049 validation_1-mae:6439.10107 [167] validation_0-mae:6088.07373 validation_1-mae:6436.40918 [168] validation_0-mae:6082.48877 validation_1-mae:6434.94873 [169] validation_0-mae:6074.64160 validation_1-mae:6428.50732 [170] validation_0-mae:6070.10010 validation_1-mae:6426.35449 [171] validation_0-mae:6067.14355 validation_1-mae:6425.42627 [172] validation_0-mae:6064.17725 validation_1-mae:6423.73779 [173] validation_0-mae:6061.33984 validation_1-mae:6422.53857 [174] validation_0-mae:6056.00488 validation_1-mae:6420.48584 [175] validation_0-mae:6052.53955 validation_1-mae:6418.73730 [176] validation_0-mae:6049.61523 validation_1-mae:6418.74853 [177] validation_0-mae:6045.97119 validation_1-mae:6416.65869 [178] validation_0-mae:6041.44580 validation_1-mae:6413.85400 [179] validation_0-mae:6039.95703 validation_1-mae:6413.46533 [180] validation_0-mae:6036.44482 validation_1-mae:6412.34863 [181] validation_0-mae:6033.08203 validation_1-mae:6412.39160 [182] validation_0-mae:6031.06348 validation_1-mae:6410.44092 [183] validation_0-mae:6027.67285 validation_1-mae:6409.92725 [184] validation_0-mae:6024.43164 validation_1-mae:6408.16211 [185] validation_0-mae:6023.06152 validation_1-mae:6407.23730 [186] validation_0-mae:6018.58447 validation_1-mae:6404.19629 [187] validation_0-mae:6016.28125 validation_1-mae:6402.48682 [188] validation_0-mae:6011.94580 validation_1-mae:6399.60889 [189] validation_0-mae:6004.86621 validation_1-mae:6394.20703 [190] validation_0-mae:6000.02930 validation_1-mae:6391.83008 [191] validation_0-mae:5994.93555 validation_1-mae:6389.84277 [192] validation_0-mae:5991.91211 validation_1-mae:6388.60107 [193] validation_0-mae:5988.77881 validation_1-mae:6386.43701 [194] validation_0-mae:5984.25586 validation_1-mae:6384.85303 [195] validation_0-mae:5980.56006 validation_1-mae:6382.59668 [196] validation_0-mae:5978.84522 validation_1-mae:6382.45312 [197] validation_0-mae:5974.57031 validation_1-mae:6377.86963 [198] validation_0-mae:5971.63086 validation_1-mae:6375.78125 [199] validation_0-mae:5966.71777 validation_1-mae:6373.73145 [200] validation_0-mae:5962.28906 validation_1-mae:6371.87402 [201] validation_0-mae:5960.51611 validation_1-mae:6371.18066 [202] validation_0-mae:5959.02978 validation_1-mae:6370.86719 [203] validation_0-mae:5954.17480 validation_1-mae:6368.37695 [204] validation_0-mae:5949.44385 validation_1-mae:6366.02051 [205] validation_0-mae:5947.22510 validation_1-mae:6364.92334 [206] validation_0-mae:5944.15820 validation_1-mae:6364.03809 [207] validation_0-mae:5939.25928 validation_1-mae:6361.49609 [208] validation_0-mae:5936.93652 validation_1-mae:6361.46387 [209] validation_0-mae:5934.20947 validation_1-mae:6359.64404 [210] validation_0-mae:5929.39648 validation_1-mae:6357.32275 [211] validation_0-mae:5927.30566 validation_1-mae:6356.44678 [212] validation_0-mae:5923.75537 validation_1-mae:6356.41455 [213] validation_0-mae:5921.82617 validation_1-mae:6356.08936 [214] validation_0-mae:5919.71728 validation_1-mae:6354.95312 [215] validation_0-mae:5915.97412 validation_1-mae:6353.37256 [216] validation_0-mae:5914.45605 validation_1-mae:6352.64160 [217] validation_0-mae:5908.72461 validation_1-mae:6351.37695 [218] validation_0-mae:5903.42920 validation_1-mae:6349.94092 [219] validation_0-mae:5901.15576 validation_1-mae:6347.74365 [220] validation_0-mae:5897.27197 validation_1-mae:6346.56006 [221] validation_0-mae:5895.64844 validation_1-mae:6346.37793 [222] validation_0-mae:5892.48047 validation_1-mae:6344.60449 [223] validation_0-mae:5889.47266 validation_1-mae:6341.51123 [224] validation_0-mae:5886.65772 validation_1-mae:6340.41064 [225] validation_0-mae:5881.81055 validation_1-mae:6336.16406 [226] validation_0-mae:5877.72705 validation_1-mae:6334.17432 [227] validation_0-mae:5871.91748 validation_1-mae:6331.85254 [228] validation_0-mae:5869.27148 validation_1-mae:6330.56934 [229] validation_0-mae:5866.46387 validation_1-mae:6329.37793 [230] validation_0-mae:5865.01562 validation_1-mae:6328.90381 [231] validation_0-mae:5863.99951 validation_1-mae:6329.15332 [232] validation_0-mae:5860.73828 validation_1-mae:6328.60498 [233] validation_0-mae:5858.12353 validation_1-mae:6327.75732 [234] validation_0-mae:5854.02539 validation_1-mae:6325.42822 [235] validation_0-mae:5849.93457 validation_1-mae:6323.56348 [236] validation_0-mae:5847.91260 validation_1-mae:6322.88672 [237] validation_0-mae:5845.03809 validation_1-mae:6321.39893 [238] validation_0-mae:5842.20801 validation_1-mae:6321.48242 [239] validation_0-mae:5840.61328 validation_1-mae:6321.66406 [240] validation_0-mae:5837.17188 validation_1-mae:6320.61182 [241] validation_0-mae:5834.07764 validation_1-mae:6317.96973 [242] validation_0-mae:5832.28174 validation_1-mae:6317.56787 [243] validation_0-mae:5831.49121 validation_1-mae:6316.99268 [244] validation_0-mae:5826.87549 validation_1-mae:6315.49951 [245] validation_0-mae:5823.16943 validation_1-mae:6314.25049 [246] validation_0-mae:5821.83008 validation_1-mae:6313.72168 [247] validation_0-mae:5820.33398 validation_1-mae:6313.27686 [248] validation_0-mae:5815.84814 validation_1-mae:6310.89258 [249] validation_0-mae:5812.14844 validation_1-mae:6307.75684 [250] validation_0-mae:5809.86377 validation_1-mae:6307.03955 [251] validation_0-mae:5804.31836 validation_1-mae:6303.94531 [252] validation_0-mae:5801.12647 validation_1-mae:6302.55322 [253] validation_0-mae:5799.42285 validation_1-mae:6301.34473 [254] validation_0-mae:5797.14453 validation_1-mae:6300.66162 [255] validation_0-mae:5795.34131 validation_1-mae:6300.14746 [256] validation_0-mae:5792.92236 validation_1-mae:6298.98535 [257] validation_0-mae:5791.46484 validation_1-mae:6298.39209 [258] validation_0-mae:5790.13770 validation_1-mae:6298.40772 [259] validation_0-mae:5785.66064 validation_1-mae:6296.99463 [260] validation_0-mae:5782.75537 validation_1-mae:6296.17822 [261] validation_0-mae:5780.70898 validation_1-mae:6295.46094 [262] validation_0-mae:5778.91260 validation_1-mae:6293.57959 [263] validation_0-mae:5776.15723 validation_1-mae:6293.31152 [264] validation_0-mae:5772.79883 validation_1-mae:6290.35791 [265] validation_0-mae:5770.57324 validation_1-mae:6289.37598 [266] validation_0-mae:5768.33154 validation_1-mae:6288.66162 [267] validation_0-mae:5765.94141 validation_1-mae:6289.10889 [268] validation_0-mae:5765.35742 validation_1-mae:6289.27881 [269] validation_0-mae:5759.79639 validation_1-mae:6287.67236 [270] validation_0-mae:5758.28662 validation_1-mae:6286.52246 [271] validation_0-mae:5756.68164 validation_1-mae:6286.24170 [272] validation_0-mae:5755.28076 validation_1-mae:6286.45459 [273] validation_0-mae:5750.37109 validation_1-mae:6284.09570 [274] validation_0-mae:5749.26855 validation_1-mae:6283.50195 [275] validation_0-mae:5745.33740 validation_1-mae:6281.84033 [276] validation_0-mae:5741.87158 validation_1-mae:6280.26074 [277] validation_0-mae:5739.81445 validation_1-mae:6279.89990 [278] validation_0-mae:5738.54004 validation_1-mae:6280.05371 [279] validation_0-mae:5734.92578 validation_1-mae:6278.29785 [280] validation_0-mae:5733.42285 validation_1-mae:6277.60547 [281] validation_0-mae:5730.55615 validation_1-mae:6275.25537 [282] validation_0-mae:5729.72412 validation_1-mae:6275.45850 [283] validation_0-mae:5723.48291 validation_1-mae:6272.00147 [284] validation_0-mae:5721.00488 validation_1-mae:6271.19092 [285] validation_0-mae:5716.74512 validation_1-mae:6267.94824 [286] validation_0-mae:5714.41553 validation_1-mae:6267.30664 [287] validation_0-mae:5711.54102 validation_1-mae:6266.96973 [288] validation_0-mae:5710.81641 validation_1-mae:6267.31103 [289] validation_0-mae:5709.76123 validation_1-mae:6267.53760 [290] validation_0-mae:5705.58447 validation_1-mae:6266.42480 [291] validation_0-mae:5700.98584 validation_1-mae:6265.32715 [292] validation_0-mae:5699.55371 validation_1-mae:6264.95850 [293] validation_0-mae:5698.69678 validation_1-mae:6264.64795 [294] validation_0-mae:5692.98633 validation_1-mae:6261.20898 [295] validation_0-mae:5689.78027 validation_1-mae:6259.22900 [296] validation_0-mae:5688.31641 validation_1-mae:6259.14795 [297] validation_0-mae:5685.62451 validation_1-mae:6258.20557 [298] validation_0-mae:5683.72705 validation_1-mae:6258.11328 [299] validation_0-mae:5677.44043 validation_1-mae:6254.33301 [300] validation_0-mae:5675.28027 validation_1-mae:6254.03857 [301] validation_0-mae:5673.18506 validation_1-mae:6253.50537 [302] validation_0-mae:5671.78857 validation_1-mae:6252.81494 [303] validation_0-mae:5670.10254 validation_1-mae:6252.47266 [304] validation_0-mae:5668.30322 validation_1-mae:6250.80811 [305] validation_0-mae:5667.13818 validation_1-mae:6251.21973 [306] validation_0-mae:5661.42090 validation_1-mae:6248.15234 [307] validation_0-mae:5659.05273 validation_1-mae:6247.41455 [308] validation_0-mae:5654.50342 validation_1-mae:6245.62695 [309] validation_0-mae:5652.46484 validation_1-mae:6245.17578 [310] validation_0-mae:5650.05615 validation_1-mae:6244.57666 [311] validation_0-mae:5646.65478 validation_1-mae:6243.75293 [312] validation_0-mae:5644.46924 validation_1-mae:6242.13818 [313] validation_0-mae:5640.64551 validation_1-mae:6240.36084 [314] validation_0-mae:5634.92822 validation_1-mae:6236.21338 [315] validation_0-mae:5633.58936 validation_1-mae:6235.75293 [316] validation_0-mae:5628.69189 validation_1-mae:6232.73340 [317] validation_0-mae:5624.37647 validation_1-mae:6230.41504 [318] validation_0-mae:5621.57227 validation_1-mae:6229.68945 [319] validation_0-mae:5618.28272 validation_1-mae:6227.37061 [320] validation_0-mae:5616.02734 validation_1-mae:6225.76807 [321] validation_0-mae:5615.36230 validation_1-mae:6225.48779 [322] validation_0-mae:5614.22803 validation_1-mae:6225.55664 [323] validation_0-mae:5610.91211 validation_1-mae:6223.17920 [324] validation_0-mae:5609.75684 validation_1-mae:6222.88281 [325] validation_0-mae:5606.99853 validation_1-mae:6222.54150 [326] validation_0-mae:5604.98682 validation_1-mae:6222.25147 [327] validation_0-mae:5600.22656 validation_1-mae:6220.78076 [328] validation_0-mae:5598.35205 validation_1-mae:6220.32666 [329] validation_0-mae:5594.84912 validation_1-mae:6218.16797 [330] validation_0-mae:5592.99463 validation_1-mae:6217.82324 [331] validation_0-mae:5588.75488 validation_1-mae:6215.86572 [332] validation_0-mae:5588.20703 validation_1-mae:6215.42041 [333] validation_0-mae:5586.53272 validation_1-mae:6214.89893 [334] validation_0-mae:5584.91064 validation_1-mae:6214.12598 [335] validation_0-mae:5583.22314 validation_1-mae:6213.01660 [336] validation_0-mae:5579.33008 validation_1-mae:6210.78076 [337] validation_0-mae:5576.22510 validation_1-mae:6211.33105 [338] validation_0-mae:5574.00391 validation_1-mae:6210.95508 [339] validation_0-mae:5570.18457 validation_1-mae:6208.93262 [340] validation_0-mae:5568.17480 validation_1-mae:6208.13574 [341] validation_0-mae:5566.25147 validation_1-mae:6208.23047 [342] validation_0-mae:5564.66113 validation_1-mae:6208.10498 [343] validation_0-mae:5562.55127 validation_1-mae:6206.87207 [344] validation_0-mae:5561.04785 validation_1-mae:6206.50928 [345] validation_0-mae:5559.98242 validation_1-mae:6206.41846 [346] validation_0-mae:5556.91455 validation_1-mae:6204.79053 [347] validation_0-mae:5554.10498 validation_1-mae:6204.34570 [348] validation_0-mae:5551.57422 validation_1-mae:6202.98584 [349] validation_0-mae:5550.47705 validation_1-mae:6202.70361 [350] validation_0-mae:5547.62842 validation_1-mae:6202.24170 [351] validation_0-mae:5546.46680 validation_1-mae:6201.97949 [352] validation_0-mae:5541.34180 validation_1-mae:6200.04150 [353] validation_0-mae:5537.09912 validation_1-mae:6197.54736 [354] validation_0-mae:5533.64404 validation_1-mae:6195.92432 [355] validation_0-mae:5529.78125 validation_1-mae:6193.96387 [356] validation_0-mae:5528.65186 validation_1-mae:6193.77490 [357] validation_0-mae:5527.16113 validation_1-mae:6193.53564 [358] validation_0-mae:5526.60986 validation_1-mae:6193.43311 [359] validation_0-mae:5525.98096 validation_1-mae:6192.94580 [360] validation_0-mae:5524.69873 validation_1-mae:6192.99170 [361] validation_0-mae:5523.53272 validation_1-mae:6192.81055 [362] validation_0-mae:5519.74268 validation_1-mae:6190.31738 [363] validation_0-mae:5517.52539 validation_1-mae:6189.90918 [364] validation_0-mae:5515.61768 validation_1-mae:6189.81982 [365] validation_0-mae:5514.08838 validation_1-mae:6189.10156 [366] validation_0-mae:5511.24902 validation_1-mae:6187.12353 [367] validation_0-mae:5509.97217 validation_1-mae:6186.32520 [368] validation_0-mae:5508.39307 validation_1-mae:6185.73486 [369] validation_0-mae:5505.29932 validation_1-mae:6183.95996 [370] validation_0-mae:5503.07275 validation_1-mae:6183.38135 [371] validation_0-mae:5499.36670 validation_1-mae:6180.93018 [372] validation_0-mae:5497.83008 validation_1-mae:6180.65918 [373] validation_0-mae:5495.40967 validation_1-mae:6179.52197 [374] validation_0-mae:5492.67920 validation_1-mae:6178.11133 [375] validation_0-mae:5490.75781 validation_1-mae:6177.83984 [376] validation_0-mae:5489.60156 validation_1-mae:6178.10547 [377] validation_0-mae:5489.17432 validation_1-mae:6178.03662 [378] validation_0-mae:5487.90625 validation_1-mae:6177.45459 [379] validation_0-mae:5484.28125 validation_1-mae:6175.00977 [380] validation_0-mae:5481.86328 validation_1-mae:6174.74365 [381] validation_0-mae:5480.70361 validation_1-mae:6174.89014 [382] validation_0-mae:5477.46338 validation_1-mae:6173.27441 [383] validation_0-mae:5475.15088 validation_1-mae:6172.97314 [384] validation_0-mae:5473.17725 validation_1-mae:6172.00098 [385] validation_0-mae:5470.49658 validation_1-mae:6169.88086 [386] validation_0-mae:5469.29785 validation_1-mae:6168.82812 [387] validation_0-mae:5465.36670 validation_1-mae:6166.71143 [388] validation_0-mae:5464.01758 validation_1-mae:6166.49658 [389] validation_0-mae:5462.60205 validation_1-mae:6166.00244 [390] validation_0-mae:5461.84570 validation_1-mae:6165.87744 [391] validation_0-mae:5460.42285 validation_1-mae:6166.34668 [392] validation_0-mae:5459.72266 validation_1-mae:6166.35107 [393] validation_0-mae:5458.84863 validation_1-mae:6166.59424 [394] validation_0-mae:5457.37891 validation_1-mae:6166.28418 [395] validation_0-mae:5455.23730 validation_1-mae:6165.35840 [396] validation_0-mae:5453.89551 validation_1-mae:6164.90186 [397] validation_0-mae:5451.61035 validation_1-mae:6163.87256 [398] validation_0-mae:5448.56836 validation_1-mae:6162.91797 [399] validation_0-mae:5446.61572 validation_1-mae:6162.83008 [400] validation_0-mae:5445.22559 validation_1-mae:6162.70703 [401] validation_0-mae:5444.23975 validation_1-mae:6162.45557 [402] validation_0-mae:5442.43555 validation_1-mae:6162.35498 [403] validation_0-mae:5439.68994 validation_1-mae:6161.10449 [404] validation_0-mae:5436.91162 validation_1-mae:6160.06934 [405] validation_0-mae:5434.69189 validation_1-mae:6159.77588 [406] validation_0-mae:5432.52637 validation_1-mae:6158.25195 [407] validation_0-mae:5429.93115 validation_1-mae:6157.18799 [408] validation_0-mae:5427.91162 validation_1-mae:6156.61475 [409] validation_0-mae:5425.32422 validation_1-mae:6154.29541 [410] validation_0-mae:5423.21582 validation_1-mae:6154.14844 [411] validation_0-mae:5419.76709 validation_1-mae:6152.75391 [412] validation_0-mae:5417.92480 validation_1-mae:6153.15137 [413] validation_0-mae:5416.24365 validation_1-mae:6152.37207 [414] validation_0-mae:5414.62647 validation_1-mae:6151.49756 [415] validation_0-mae:5411.54980 validation_1-mae:6150.57568 [416] validation_0-mae:5410.20801 validation_1-mae:6150.42285 [417] validation_0-mae:5409.37305 validation_1-mae:6150.05762 [418] validation_0-mae:5407.48535 validation_1-mae:6149.42188 [419] validation_0-mae:5407.04590 validation_1-mae:6149.46973 [420] validation_0-mae:5404.93066 validation_1-mae:6149.65332 [421] validation_0-mae:5403.78809 validation_1-mae:6149.76807 [422] validation_0-mae:5401.97852 validation_1-mae:6149.58740 [423] validation_0-mae:5399.35010 validation_1-mae:6147.97412 [424] validation_0-mae:5397.67871 validation_1-mae:6147.61914 [425] validation_0-mae:5397.02246 validation_1-mae:6147.57568 [426] validation_0-mae:5394.14648 validation_1-mae:6145.92920 [427] validation_0-mae:5391.57520 validation_1-mae:6143.94434 [428] validation_0-mae:5389.99951 validation_1-mae:6143.61084 [429] validation_0-mae:5388.69141 validation_1-mae:6143.89551 [430] validation_0-mae:5387.93018 validation_1-mae:6143.65088 [431] validation_0-mae:5386.35547 validation_1-mae:6143.08545 [432] validation_0-mae:5385.26807 validation_1-mae:6143.13574 [433] validation_0-mae:5383.65625 validation_1-mae:6141.91260 [434] validation_0-mae:5382.82031 validation_1-mae:6141.66162 [435] validation_0-mae:5382.07129 validation_1-mae:6142.03076 [436] validation_0-mae:5380.25147 validation_1-mae:6141.43311 [437] validation_0-mae:5378.44824 validation_1-mae:6140.66016 [438] validation_0-mae:5375.34277 validation_1-mae:6140.16846 [439] validation_0-mae:5371.90625 validation_1-mae:6139.85059 [440] validation_0-mae:5369.23633 validation_1-mae:6139.73975 [441] validation_0-mae:5366.24561 validation_1-mae:6138.14111 [442] validation_0-mae:5366.03662 validation_1-mae:6138.20117 [443] validation_0-mae:5365.49316 validation_1-mae:6138.31494 [444] validation_0-mae:5363.97998 validation_1-mae:6138.63086 [445] validation_0-mae:5363.09668 validation_1-mae:6138.89746 [446] validation_0-mae:5362.53955 validation_1-mae:6139.01660 [447] validation_0-mae:5359.96777 validation_1-mae:6138.39502 [448] validation_0-mae:5358.77588 validation_1-mae:6138.80908 [449] validation_0-mae:5356.44580 validation_1-mae:6137.99365 [450] validation_0-mae:5353.97168 validation_1-mae:6136.80420 [451] validation_0-mae:5352.09522 validation_1-mae:6136.08350 [452] validation_0-mae:5349.87256 validation_1-mae:6135.85596 [453] validation_0-mae:5348.22022 validation_1-mae:6135.36719 [454] validation_0-mae:5346.06103 validation_1-mae:6134.70508 [455] validation_0-mae:5344.65283 validation_1-mae:6134.76514 [456] validation_0-mae:5343.09180 validation_1-mae:6134.82227 [457] validation_0-mae:5340.45312 validation_1-mae:6134.11426 [458] validation_0-mae:5339.04004 validation_1-mae:6134.51709 [459] validation_0-mae:5336.78955 validation_1-mae:6133.76318 [460] validation_0-mae:5334.90186 validation_1-mae:6132.98682 [461] validation_0-mae:5333.17432 validation_1-mae:6132.43945 [462] validation_0-mae:5328.79639 validation_1-mae:6130.06787 [463] validation_0-mae:5326.72900 validation_1-mae:6129.02197 [464] validation_0-mae:5325.13770 validation_1-mae:6129.16553 [465] validation_0-mae:5323.18018 validation_1-mae:6128.81787 [466] validation_0-mae:5320.02441 validation_1-mae:6127.19775 [467] validation_0-mae:5318.79346 validation_1-mae:6126.84082 [468] validation_0-mae:5316.43359 validation_1-mae:6126.33496 [469] validation_0-mae:5315.84131 validation_1-mae:6126.01855 [470] validation_0-mae:5314.03906 validation_1-mae:6126.25439 [471] validation_0-mae:5310.83740 validation_1-mae:6124.79688 [472] validation_0-mae:5308.35498 validation_1-mae:6122.74805 [473] validation_0-mae:5306.74023 validation_1-mae:6122.11182 [474] validation_0-mae:5305.05664 validation_1-mae:6122.20410 [475] validation_0-mae:5304.86572 validation_1-mae:6122.36914 [476] validation_0-mae:5302.82275 validation_1-mae:6122.18652 [477] validation_0-mae:5300.75391 validation_1-mae:6121.88184 [478] validation_0-mae:5298.70459 validation_1-mae:6121.39941 [479] validation_0-mae:5296.66211 validation_1-mae:6120.71533 [480] validation_0-mae:5294.82764 validation_1-mae:6120.75781 [481] validation_0-mae:5293.00244 validation_1-mae:6121.17334 [482] validation_0-mae:5290.49561 validation_1-mae:6121.13086 [483] validation_0-mae:5290.21680 validation_1-mae:6121.10986 [484] validation_0-mae:5289.38135 validation_1-mae:6120.80518 [485] validation_0-mae:5287.93799 validation_1-mae:6120.64551 [486] validation_0-mae:5283.75977 validation_1-mae:6119.89697 [487] validation_0-mae:5281.50732 validation_1-mae:6119.82422 [488] validation_0-mae:5281.07568 validation_1-mae:6119.76953 [489] validation_0-mae:5279.42383 validation_1-mae:6119.24316 [490] validation_0-mae:5277.22559 validation_1-mae:6119.31055 [491] validation_0-mae:5274.34424 validation_1-mae:6118.73145 [492] validation_0-mae:5273.35742 validation_1-mae:6118.71973 [493] validation_0-mae:5271.74463 validation_1-mae:6118.10596 [494] validation_0-mae:5268.66650 validation_1-mae:6116.83301 [495] validation_0-mae:5267.25586 validation_1-mae:6116.17725 [496] validation_0-mae:5265.46728 validation_1-mae:6115.49561 [497] validation_0-mae:5264.81103 validation_1-mae:6115.94141 [498] validation_0-mae:5263.38965 validation_1-mae:6116.10645 [499] validation_0-mae:5262.84033 validation_1-mae:6116.07666 [500] validation_0-mae:5260.62939 validation_1-mae:6116.07812 [501] validation_0-mae:5258.88037 validation_1-mae:6115.43506 [502] validation_0-mae:5257.93213 validation_1-mae:6115.00928 [503] validation_0-mae:5255.69336 validation_1-mae:6115.27246 [504] validation_0-mae:5254.42725 validation_1-mae:6115.21973 [505] validation_0-mae:5253.20361 validation_1-mae:6115.07080 [506] validation_0-mae:5251.94629 validation_1-mae:6114.40576 [507] validation_0-mae:5248.79541 validation_1-mae:6113.07129 [508] validation_0-mae:5247.20654 validation_1-mae:6113.12842 [509] validation_0-mae:5244.52588 validation_1-mae:6112.78564 [510] validation_0-mae:5242.80615 validation_1-mae:6112.66357 [511] validation_0-mae:5241.81543 validation_1-mae:6112.72070 [512] validation_0-mae:5241.09180 validation_1-mae:6112.80322 [513] validation_0-mae:5240.26025 validation_1-mae:6113.46680 [514] validation_0-mae:5239.41992 validation_1-mae:6113.37158 [515] validation_0-mae:5237.74902 validation_1-mae:6113.14258 [516] validation_0-mae:5237.51807 validation_1-mae:6113.16650 [517] validation_0-mae:5232.90332 validation_1-mae:6112.35986 [518] validation_0-mae:5232.18994 validation_1-mae:6111.98730 [519] validation_0-mae:5228.57471 validation_1-mae:6110.61279 [520] validation_0-mae:5226.29834 validation_1-mae:6110.72461 [521] validation_0-mae:5224.85986 validation_1-mae:6111.05029 [522] validation_0-mae:5223.03516 validation_1-mae:6111.01514 [523] validation_0-mae:5221.56006 validation_1-mae:6110.68994 [524] validation_0-mae:5218.56689 validation_1-mae:6109.93506 [525] validation_0-mae:5216.81299 validation_1-mae:6110.13428 [526] validation_0-mae:5214.76367 validation_1-mae:6110.64209 [527] validation_0-mae:5213.10254 validation_1-mae:6109.70117 [528] validation_0-mae:5212.35498 validation_1-mae:6109.51514 [529] validation_0-mae:5211.31787 validation_1-mae:6109.62744 [530] validation_0-mae:5210.91162 validation_1-mae:6109.38525 [531] validation_0-mae:5207.90430 validation_1-mae:6108.03418 [532] validation_0-mae:5205.52393 validation_1-mae:6107.68799 [533] validation_0-mae:5203.67822 validation_1-mae:6107.21387 [534] validation_0-mae:5202.54590 validation_1-mae:6106.98291 [535] validation_0-mae:5200.98828 validation_1-mae:6106.16943 [536] validation_0-mae:5198.62939 validation_1-mae:6106.01074 [537] validation_0-mae:5196.40869 validation_1-mae:6104.56836 [538] validation_0-mae:5195.02393 validation_1-mae:6104.66113 [539] validation_0-mae:5193.81201 validation_1-mae:6103.80176 [540] validation_0-mae:5191.34522 validation_1-mae:6102.58594 [541] validation_0-mae:5190.19824 validation_1-mae:6102.15527 [542] validation_0-mae:5187.45361 validation_1-mae:6101.78369 [543] validation_0-mae:5186.89893 validation_1-mae:6101.40234 [544] validation_0-mae:5186.32422 validation_1-mae:6101.28711 [545] validation_0-mae:5183.40234 validation_1-mae:6099.75098 [546] validation_0-mae:5180.47070 validation_1-mae:6100.42920 [547] validation_0-mae:5179.26709 validation_1-mae:6100.22461 [548] validation_0-mae:5178.80762 validation_1-mae:6099.86426 [549] validation_0-mae:5178.40234 validation_1-mae:6099.79883 [550] validation_0-mae:5176.28320 validation_1-mae:6098.71045 [551] validation_0-mae:5174.53857 validation_1-mae:6098.54932 [552] validation_0-mae:5173.09668 validation_1-mae:6098.85742 [553] validation_0-mae:5170.20654 validation_1-mae:6098.31250 [554] validation_0-mae:5168.60547 validation_1-mae:6099.08398 [555] validation_0-mae:5166.79834 validation_1-mae:6098.64893 [556] validation_0-mae:5165.14307 validation_1-mae:6098.86963 [557] validation_0-mae:5163.31689 validation_1-mae:6098.52148 [558] validation_0-mae:5161.74805 validation_1-mae:6098.04785 [559] validation_0-mae:5159.51611 validation_1-mae:6097.25439 [560] validation_0-mae:5158.83594 validation_1-mae:6096.98633 [561] validation_0-mae:5158.32373 validation_1-mae:6096.51270 [562] validation_0-mae:5157.41699 validation_1-mae:6096.65478 [563] validation_0-mae:5156.21045 validation_1-mae:6096.35498 [564] validation_0-mae:5154.43066 validation_1-mae:6096.33203 [565] validation_0-mae:5153.25195 validation_1-mae:6096.63281 [566] validation_0-mae:5151.65332 validation_1-mae:6096.46094 [567] validation_0-mae:5148.07080 validation_1-mae:6095.66309 [568] validation_0-mae:5146.54297 validation_1-mae:6095.37109 [569] validation_0-mae:5145.12744 validation_1-mae:6095.04297 [570] validation_0-mae:5142.25732 validation_1-mae:6093.71631 [571] validation_0-mae:5141.57666 validation_1-mae:6093.77783 [572] validation_0-mae:5141.37353 validation_1-mae:6093.75293 [573] validation_0-mae:5140.42822 validation_1-mae:6094.86035 [574] validation_0-mae:5139.55225 validation_1-mae:6094.99853 [575] validation_0-mae:5138.11914 validation_1-mae:6094.85693 [576] validation_0-mae:5137.36377 validation_1-mae:6095.16797 [577] validation_0-mae:5136.68701 validation_1-mae:6094.91016 [578] validation_0-mae:5135.18506 validation_1-mae:6094.68848 [579] validation_0-mae:5134.48193 validation_1-mae:6095.08936 [580] validation_0-mae:5133.20654 validation_1-mae:6095.13818 [581] validation_0-mae:5130.72705 validation_1-mae:6094.91602 [582] validation_0-mae:5128.91992 validation_1-mae:6094.04541 [583] validation_0-mae:5126.87061 validation_1-mae:6093.53564 [584] validation_0-mae:5125.29785 validation_1-mae:6093.23535 [585] validation_0-mae:5123.24609 validation_1-mae:6092.70361 [586] validation_0-mae:5120.82080 validation_1-mae:6092.74951 [587] validation_0-mae:5118.93945 validation_1-mae:6092.59424 [588] validation_0-mae:5117.45264 validation_1-mae:6092.28613 [589] validation_0-mae:5116.59912 validation_1-mae:6091.97754 [590] validation_0-mae:5114.55469 validation_1-mae:6091.23682 [591] validation_0-mae:5113.22119 validation_1-mae:6091.05859 [592] validation_0-mae:5111.64404 validation_1-mae:6090.17090 [593] validation_0-mae:5110.60352 validation_1-mae:6090.55469 [594] validation_0-mae:5109.18555 validation_1-mae:6090.52734 [595] validation_0-mae:5107.15674 validation_1-mae:6090.44922 [596] validation_0-mae:5105.32861 validation_1-mae:6090.57227 [597] validation_0-mae:5104.17139 validation_1-mae:6090.37158 [598] validation_0-mae:5101.42578 validation_1-mae:6088.66846 [599] validation_0-mae:5099.77686 validation_1-mae:6088.47168 [600] validation_0-mae:5097.63672 validation_1-mae:6087.52930 [601] validation_0-mae:5097.14404 validation_1-mae:6087.43213 [602] validation_0-mae:5096.36572 validation_1-mae:6087.02100 [603] validation_0-mae:5094.15674 validation_1-mae:6086.22656 [604] validation_0-mae:5092.82520 validation_1-mae:6085.85742 [605] validation_0-mae:5091.98193 validation_1-mae:6085.61035 [606] validation_0-mae:5089.17773 validation_1-mae:6084.14648 [607] validation_0-mae:5086.08203 validation_1-mae:6083.59766 [608] validation_0-mae:5083.60498 validation_1-mae:6083.26709 [609] validation_0-mae:5082.28613 validation_1-mae:6083.60059 [610] validation_0-mae:5080.19482 validation_1-mae:6084.28906 [611] validation_0-mae:5078.00244 validation_1-mae:6084.10254 [612] validation_0-mae:5076.58789 validation_1-mae:6084.34277 [613] validation_0-mae:5073.00342 validation_1-mae:6084.15478 [614] validation_0-mae:5071.52441 validation_1-mae:6083.98682 [615] validation_0-mae:5069.80225 validation_1-mae:6083.69727 [616] validation_0-mae:5069.08350 validation_1-mae:6083.53662 [617] validation_0-mae:5067.63184 validation_1-mae:6082.92578 [618] validation_0-mae:5065.85205 validation_1-mae:6082.47656 [619] validation_0-mae:5064.36084 validation_1-mae:6082.15332 [620] validation_0-mae:5062.92236 validation_1-mae:6081.82568 [621] validation_0-mae:5061.20020 validation_1-mae:6082.31152 [622] validation_0-mae:5060.02344 validation_1-mae:6082.00879 [623] validation_0-mae:5059.32080 validation_1-mae:6081.90820 [624] validation_0-mae:5057.81787 validation_1-mae:6081.03564 [625] validation_0-mae:5055.78076 validation_1-mae:6080.78564 [626] validation_0-mae:5054.55762 validation_1-mae:6080.79492 [627] validation_0-mae:5052.71582 validation_1-mae:6080.17285 [628] validation_0-mae:5051.17236 validation_1-mae:6079.95410 [629] validation_0-mae:5049.88330 validation_1-mae:6080.29834 [630] validation_0-mae:5049.28027 validation_1-mae:6079.86768 [631] validation_0-mae:5048.55420 validation_1-mae:6079.82861 [632] validation_0-mae:5045.20898 validation_1-mae:6078.90967 [633] validation_0-mae:5044.32129 validation_1-mae:6078.77539 [634] validation_0-mae:5042.60547 validation_1-mae:6077.47022 [635] validation_0-mae:5040.50244 validation_1-mae:6076.03027 [636] validation_0-mae:5039.85889 validation_1-mae:6075.95947 [637] validation_0-mae:5039.01562 validation_1-mae:6075.54932 [638] validation_0-mae:5038.29443 validation_1-mae:6075.42871 [639] validation_0-mae:5035.09082 validation_1-mae:6073.62451 [640] validation_0-mae:5033.92236 validation_1-mae:6073.67090 [641] validation_0-mae:5030.78955 validation_1-mae:6073.74853 [642] validation_0-mae:5028.60400 validation_1-mae:6072.80811 [643] validation_0-mae:5025.49170 validation_1-mae:6073.26318 [644] validation_0-mae:5024.07520 validation_1-mae:6073.77686 [645] validation_0-mae:5022.87012 validation_1-mae:6073.81201 [646] validation_0-mae:5020.36133 validation_1-mae:6074.14844 [647] validation_0-mae:5018.92090 validation_1-mae:6074.27197 [648] validation_0-mae:5017.55420 validation_1-mae:6074.37891 [649] validation_0-mae:5015.20947 validation_1-mae:6073.93115 [650] validation_0-mae:5013.35498 validation_1-mae:6073.30127 [651] validation_0-mae:5011.27051 validation_1-mae:6072.95801 [652] validation_0-mae:5009.99853 validation_1-mae:6072.55176 [653] validation_0-mae:5007.59375 validation_1-mae:6072.76758 [654] validation_0-mae:5005.71826 validation_1-mae:6072.49658 [655] validation_0-mae:5004.23975 validation_1-mae:6072.36279 [656] validation_0-mae:5003.80908 validation_1-mae:6072.72852 [657] validation_0-mae:5002.45605 validation_1-mae:6072.19824 [658] validation_0-mae:5000.62647 validation_1-mae:6071.57178 [659] validation_0-mae:4998.35205 validation_1-mae:6071.95703 [660] validation_0-mae:4997.03125 validation_1-mae:6072.37012 [661] validation_0-mae:4995.30713 validation_1-mae:6072.17139 [662] validation_0-mae:4994.06348 validation_1-mae:6072.08301 [663] validation_0-mae:4993.69727 validation_1-mae:6072.17920 [664] validation_0-mae:4992.95752 validation_1-mae:6071.98389 [665] validation_0-mae:4992.58350 validation_1-mae:6071.68506 [666] validation_0-mae:4991.83496 validation_1-mae:6071.42920 [667] validation_0-mae:4989.75732 validation_1-mae:6070.88525 [668] validation_0-mae:4989.63867 validation_1-mae:6070.91504 [669] validation_0-mae:4986.68897 validation_1-mae:6070.40918 [670] validation_0-mae:4984.76270 validation_1-mae:6070.18408 [671] validation_0-mae:4983.61670 validation_1-mae:6069.95215 [672] validation_0-mae:4982.72168 validation_1-mae:6070.20703 [673] validation_0-mae:4981.66016 validation_1-mae:6069.97949 [674] validation_0-mae:4980.02246 validation_1-mae:6069.83496 [675] validation_0-mae:4978.88623 validation_1-mae:6069.88770 [676] validation_0-mae:4977.63086 validation_1-mae:6069.13867 [677] validation_0-mae:4976.01367 validation_1-mae:6069.08203 [678] validation_0-mae:4974.73779 validation_1-mae:6068.96875 [679] validation_0-mae:4973.83447 validation_1-mae:6069.23828 [680] validation_0-mae:4972.41748 validation_1-mae:6068.90186 [681] validation_0-mae:4971.25732 validation_1-mae:6068.83154 [682] validation_0-mae:4969.25293 validation_1-mae:6067.58496 [683] validation_0-mae:4967.58008 validation_1-mae:6067.16455 [684] validation_0-mae:4966.79248 validation_1-mae:6066.79395 [685] validation_0-mae:4965.43994 validation_1-mae:6066.85156 [686] validation_0-mae:4964.38184 validation_1-mae:6066.61377 [687] validation_0-mae:4963.77051 validation_1-mae:6066.52686 [688] validation_0-mae:4961.74414 validation_1-mae:6065.10449 [689] validation_0-mae:4961.17236 validation_1-mae:6065.13281 [690] validation_0-mae:4960.87353 validation_1-mae:6065.22363 [691] validation_0-mae:4960.25000 validation_1-mae:6064.81543 [692] validation_0-mae:4959.64697 validation_1-mae:6064.57861 [693] validation_0-mae:4957.17480 validation_1-mae:6064.93994 [694] validation_0-mae:4956.40625 validation_1-mae:6064.41699 [695] validation_0-mae:4956.05322 validation_1-mae:6064.34814 [696] validation_0-mae:4952.77441 validation_1-mae:6063.20605 [697] validation_0-mae:4951.82227 validation_1-mae:6063.23193 [698] validation_0-mae:4950.43555 validation_1-mae:6062.73633 [699] validation_0-mae:4948.66846 validation_1-mae:6062.07666 [700] validation_0-mae:4947.67773 validation_1-mae:6062.54932 [701] validation_0-mae:4945.97559 validation_1-mae:6062.43652 [702] validation_0-mae:4944.07959 validation_1-mae:6061.64160 [703] validation_0-mae:4942.95508 validation_1-mae:6062.30078 [704] validation_0-mae:4941.21436 validation_1-mae:6061.86719 [705] validation_0-mae:4940.20410 validation_1-mae:6061.66895 [706] validation_0-mae:4938.65967 validation_1-mae:6061.18408 [707] validation_0-mae:4936.49268 validation_1-mae:6060.99463 [708] validation_0-mae:4936.12939 validation_1-mae:6060.77100 [709] validation_0-mae:4934.57910 validation_1-mae:6059.71484 [710] validation_0-mae:4932.25781 validation_1-mae:6059.52930 [711] validation_0-mae:4930.73193 validation_1-mae:6059.18945 [712] validation_0-mae:4929.83008 validation_1-mae:6059.45068 [713] validation_0-mae:4929.68164 validation_1-mae:6059.31348 [714] validation_0-mae:4928.77148 validation_1-mae:6059.06738 [715] validation_0-mae:4927.71484 validation_1-mae:6058.83057 [716] validation_0-mae:4926.26807 validation_1-mae:6058.26025 [717] validation_0-mae:4925.23291 validation_1-mae:6058.46777 [718] validation_0-mae:4924.18994 validation_1-mae:6058.37939 [719] validation_0-mae:4923.03369 validation_1-mae:6058.82617 [720] validation_0-mae:4921.10156 validation_1-mae:6057.36963 [721] validation_0-mae:4919.57373 validation_1-mae:6057.00098 [722] validation_0-mae:4918.15576 validation_1-mae:6056.38965 [723] validation_0-mae:4916.31445 validation_1-mae:6055.42676 [724] validation_0-mae:4913.25732 validation_1-mae:6053.88965 [725] validation_0-mae:4911.93652 validation_1-mae:6053.56934 [726] validation_0-mae:4911.00488 validation_1-mae:6053.46045 [727] validation_0-mae:4909.65772 validation_1-mae:6053.25000 [728] validation_0-mae:4908.70947 validation_1-mae:6053.53174 [729] validation_0-mae:4908.17627 validation_1-mae:6053.10107 [730] validation_0-mae:4908.12549 validation_1-mae:6053.10352 [731] validation_0-mae:4905.57910 validation_1-mae:6052.02441 [732] validation_0-mae:4904.37158 validation_1-mae:6052.33789 [733] validation_0-mae:4902.47314 validation_1-mae:6051.81397 [734] validation_0-mae:4901.22852 validation_1-mae:6051.89502 [735] validation_0-mae:4899.33594 validation_1-mae:6052.11963 [736] validation_0-mae:4897.10840 validation_1-mae:6050.88037 [737] validation_0-mae:4895.17139 validation_1-mae:6050.33496 [738] validation_0-mae:4894.14990 validation_1-mae:6050.26855 [739] validation_0-mae:4892.84717 validation_1-mae:6050.09228 [740] validation_0-mae:4891.53857 validation_1-mae:6050.17188 [741] validation_0-mae:4890.31445 validation_1-mae:6049.72022 [742] validation_0-mae:4888.86670 validation_1-mae:6050.05615 [743] validation_0-mae:4887.94678 validation_1-mae:6050.37695 [744] validation_0-mae:4886.52881 validation_1-mae:6050.13623 [745] validation_0-mae:4885.61230 validation_1-mae:6050.07715 [746] validation_0-mae:4884.03174 validation_1-mae:6049.86670 [747] validation_0-mae:4880.90625 validation_1-mae:6048.65430 [748] validation_0-mae:4878.64355 validation_1-mae:6047.86865 [749] validation_0-mae:4877.28125 validation_1-mae:6047.45312 [750] validation_0-mae:4875.31836 validation_1-mae:6047.52002 [751] validation_0-mae:4872.97754 validation_1-mae:6046.26855 [752] validation_0-mae:4871.06397 validation_1-mae:6046.47022 [753] validation_0-mae:4870.12158 validation_1-mae:6046.44580 [754] validation_0-mae:4869.30908 validation_1-mae:6046.14160 [755] validation_0-mae:4866.32129 validation_1-mae:6044.87744 [756] validation_0-mae:4865.38770 validation_1-mae:6044.66113 [757] validation_0-mae:4862.98389 validation_1-mae:6044.76367 [758] validation_0-mae:4861.12500 validation_1-mae:6045.18555 [759] validation_0-mae:4859.81445 validation_1-mae:6045.59228 [760] validation_0-mae:4858.79053 validation_1-mae:6045.03467 [761] validation_0-mae:4857.77344 validation_1-mae:6044.13916 [762] validation_0-mae:4856.80225 validation_1-mae:6043.98291 [763] validation_0-mae:4856.34912 validation_1-mae:6043.77051 [764] validation_0-mae:4855.31543 validation_1-mae:6042.82666 [765] validation_0-mae:4852.32617 validation_1-mae:6041.44141 [766] validation_0-mae:4850.54590 validation_1-mae:6040.74805 [767] validation_0-mae:4848.31445 validation_1-mae:6038.98828 [768] validation_0-mae:4846.61621 validation_1-mae:6037.93164 [769] validation_0-mae:4845.64307 validation_1-mae:6037.63525 [770] validation_0-mae:4844.19482 validation_1-mae:6037.70166 [771] validation_0-mae:4841.72022 validation_1-mae:6038.24609 [772] validation_0-mae:4839.04395 validation_1-mae:6036.95850 [773] validation_0-mae:4837.60352 validation_1-mae:6036.72754 [774] validation_0-mae:4836.74951 validation_1-mae:6037.22949 [775] validation_0-mae:4835.04102 validation_1-mae:6037.68555 [776] validation_0-mae:4833.59180 validation_1-mae:6038.38477 [777] validation_0-mae:4830.99219 validation_1-mae:6036.81445 [778] validation_0-mae:4830.24365 validation_1-mae:6037.10352 [779] validation_0-mae:4829.14844 validation_1-mae:6036.53418 [780] validation_0-mae:4827.98584 validation_1-mae:6036.62012 [781] validation_0-mae:4826.49219 validation_1-mae:6036.01514 [782] validation_0-mae:4825.93555 validation_1-mae:6035.91797 [783] validation_0-mae:4825.04443 validation_1-mae:6036.12793 [784] validation_0-mae:4823.91064 validation_1-mae:6036.21582 [785] validation_0-mae:4820.77344 validation_1-mae:6034.59082 [786] validation_0-mae:4820.38037 validation_1-mae:6034.59082 [787] validation_0-mae:4819.16895 validation_1-mae:6034.57715 [788] validation_0-mae:4818.03223 validation_1-mae:6033.93115 [789] validation_0-mae:4816.90234 validation_1-mae:6033.47900 [790] validation_0-mae:4816.67139 validation_1-mae:6033.54443 [791] validation_0-mae:4816.49609 validation_1-mae:6033.56934 [792] validation_0-mae:4815.54834 validation_1-mae:6033.03418 [793] validation_0-mae:4812.64990 validation_1-mae:6031.94775 [794] validation_0-mae:4811.53125 validation_1-mae:6032.14209 [795] validation_0-mae:4810.76367 validation_1-mae:6032.13428 [796] validation_0-mae:4809.86035 validation_1-mae:6032.29590 [797] validation_0-mae:4808.33887 validation_1-mae:6032.01660 [798] validation_0-mae:4807.95850 validation_1-mae:6032.21680 [799] validation_0-mae:4806.65918 validation_1-mae:6032.04541 [800] validation_0-mae:4805.94971 validation_1-mae:6031.52686 [801] validation_0-mae:4805.01465 validation_1-mae:6031.39404 [802] validation_0-mae:4803.89941 validation_1-mae:6031.41553 [803] validation_0-mae:4802.44482 validation_1-mae:6030.64160 [804] validation_0-mae:4801.62647 validation_1-mae:6030.64404 [805] validation_0-mae:4801.32129 validation_1-mae:6030.47168 [806] validation_0-mae:4799.86084 validation_1-mae:6029.54785 [807] validation_0-mae:4798.60156 validation_1-mae:6028.98145 [808] validation_0-mae:4796.25781 validation_1-mae:6027.59863 [809] validation_0-mae:4793.88867 validation_1-mae:6026.31543 [810] validation_0-mae:4793.09668 validation_1-mae:6026.10547 [811] validation_0-mae:4791.98096 validation_1-mae:6026.06592 [812] validation_0-mae:4789.52246 validation_1-mae:6025.19678 [813] validation_0-mae:4787.91064 validation_1-mae:6024.37695 [814] validation_0-mae:4786.59473 validation_1-mae:6024.33838 [815] validation_0-mae:4786.09814 validation_1-mae:6024.18115 [816] validation_0-mae:4783.89209 validation_1-mae:6023.69727 [817] validation_0-mae:4781.44482 validation_1-mae:6022.87891 [818] validation_0-mae:4780.12353 validation_1-mae:6022.72266 [819] validation_0-mae:4777.87647 validation_1-mae:6022.08154 [820] validation_0-mae:4776.28711 validation_1-mae:6022.45068 [821] validation_0-mae:4773.77148 validation_1-mae:6022.32080 [822] validation_0-mae:4771.89307 validation_1-mae:6022.13867 [823] validation_0-mae:4771.01855 validation_1-mae:6022.56787 [824] validation_0-mae:4769.89404 validation_1-mae:6022.57324 [825] validation_0-mae:4768.29688 validation_1-mae:6021.42139 [826] validation_0-mae:4766.52246 validation_1-mae:6019.87402 [827] validation_0-mae:4764.91943 validation_1-mae:6019.56250 [828] validation_0-mae:4763.91162 validation_1-mae:6019.37402 [829] validation_0-mae:4761.48682 validation_1-mae:6018.21728 [830] validation_0-mae:4759.95117 validation_1-mae:6017.49170 [831] validation_0-mae:4758.66553 validation_1-mae:6016.93066 [832] validation_0-mae:4757.23096 validation_1-mae:6016.54297 [833] validation_0-mae:4755.58887 validation_1-mae:6016.13916 [834] validation_0-mae:4753.29590 validation_1-mae:6014.90918 [835] validation_0-mae:4751.88477 validation_1-mae:6014.98535 [836] validation_0-mae:4751.35156 validation_1-mae:6015.14893 [837] validation_0-mae:4750.67773 validation_1-mae:6014.70215 [838] validation_0-mae:4748.32031 validation_1-mae:6015.30469 [839] validation_0-mae:4746.31397 validation_1-mae:6015.93897 [840] validation_0-mae:4745.22559 validation_1-mae:6016.21826 [841] validation_0-mae:4744.51855 validation_1-mae:6016.31641 [842] validation_0-mae:4742.87109 validation_1-mae:6015.90869 [843] validation_0-mae:4741.23389 validation_1-mae:6015.92188 [844] validation_0-mae:4738.71728 validation_1-mae:6015.71875 [845] validation_0-mae:4737.01953 validation_1-mae:6015.43555 [846] validation_0-mae:4736.68603 validation_1-mae:6015.71143 [847] validation_0-mae:4735.26465 validation_1-mae:6015.73926 [848] validation_0-mae:4734.13574 validation_1-mae:6015.57227 [849] validation_0-mae:4732.94824 validation_1-mae:6015.30371 [850] validation_0-mae:4732.17432 validation_1-mae:6014.97705 [851] validation_0-mae:4731.02734 validation_1-mae:6015.05859 [852] validation_0-mae:4730.03809 validation_1-mae:6014.75586 [853] validation_0-mae:4728.82959 validation_1-mae:6015.31982 [854] validation_0-mae:4727.53613 validation_1-mae:6015.42383 [855] validation_0-mae:4725.97559 validation_1-mae:6015.04688 [856] validation_0-mae:4724.50928 validation_1-mae:6014.46973 [857] validation_0-mae:4723.16357 validation_1-mae:6014.38818 [858] validation_0-mae:4722.51514 validation_1-mae:6014.34619 [859] validation_0-mae:4720.98975 validation_1-mae:6014.05273 [860] validation_0-mae:4719.10254 validation_1-mae:6013.22656 [861] validation_0-mae:4718.03076 validation_1-mae:6013.22559 [862] validation_0-mae:4717.97803 validation_1-mae:6013.31494 [863] validation_0-mae:4716.52637 validation_1-mae:6013.60645 [864] validation_0-mae:4715.88965 validation_1-mae:6013.45752 [865] validation_0-mae:4715.06055 validation_1-mae:6013.57959 [866] validation_0-mae:4715.02637 validation_1-mae:6013.61279 [867] validation_0-mae:4713.86279 validation_1-mae:6013.18750 [868] validation_0-mae:4713.13330 validation_1-mae:6012.91455 [869] validation_0-mae:4710.82080 validation_1-mae:6012.63770 [870] validation_0-mae:4710.25439 validation_1-mae:6012.71582 [871] validation_0-mae:4709.51025 validation_1-mae:6012.42627 [872] validation_0-mae:4708.60889 validation_1-mae:6012.71973 [873] validation_0-mae:4707.36523 validation_1-mae:6012.76318 [874] validation_0-mae:4706.64502 validation_1-mae:6012.87891 [875] validation_0-mae:4705.30615 validation_1-mae:6013.06397 [876] validation_0-mae:4704.30078 validation_1-mae:6013.44678 [877] validation_0-mae:4702.83984 validation_1-mae:6012.70312 [878] validation_0-mae:4701.83350 validation_1-mae:6012.18945 [879] validation_0-mae:4699.67969 validation_1-mae:6011.95947 [880] validation_0-mae:4698.93701 validation_1-mae:6011.72559 [881] validation_0-mae:4696.43506 validation_1-mae:6010.21533 [882] validation_0-mae:4695.08350 validation_1-mae:6010.30615 [883] validation_0-mae:4693.70996 validation_1-mae:6009.64453 [884] validation_0-mae:4692.21191 validation_1-mae:6009.50977 [885] validation_0-mae:4691.78906 validation_1-mae:6009.45752 [886] validation_0-mae:4689.68897 validation_1-mae:6008.58789 [887] validation_0-mae:4687.87305 validation_1-mae:6008.86719 [888] validation_0-mae:4686.37744 validation_1-mae:6009.20117 [889] validation_0-mae:4685.08496 validation_1-mae:6009.53467 [890] validation_0-mae:4683.39160 validation_1-mae:6009.12402 [891] validation_0-mae:4683.30371 validation_1-mae:6009.15869 [892] validation_0-mae:4680.83203 validation_1-mae:6008.67480 [893] validation_0-mae:4679.09912 validation_1-mae:6008.54736 [894] validation_0-mae:4677.61865 validation_1-mae:6009.29980 [895] validation_0-mae:4676.01270 validation_1-mae:6008.66211 [896] validation_0-mae:4674.88965 validation_1-mae:6008.63818 [897] validation_0-mae:4673.77978 validation_1-mae:6008.48633 [898] validation_0-mae:4672.38525 validation_1-mae:6007.54395 [899] validation_0-mae:4671.21826 validation_1-mae:6007.56592 [900] validation_0-mae:4670.04395 validation_1-mae:6007.31543 [901] validation_0-mae:4668.89453 validation_1-mae:6007.44824 [902] validation_0-mae:4667.81445 validation_1-mae:6007.92822 [903] validation_0-mae:4666.87256 validation_1-mae:6008.08350 [904] validation_0-mae:4665.57227 validation_1-mae:6007.94434 [905] validation_0-mae:4663.86230 validation_1-mae:6007.48926 [906] validation_0-mae:4662.61182 validation_1-mae:6007.52246 [907] validation_0-mae:4661.06836 validation_1-mae:6007.53613 [908] validation_0-mae:4659.40918 validation_1-mae:6006.56689 [909] validation_0-mae:4657.93897 validation_1-mae:6006.67041 [910] validation_0-mae:4657.18897 validation_1-mae:6006.81445 [911] validation_0-mae:4655.14404 validation_1-mae:6007.11182 [912] validation_0-mae:4653.91406 validation_1-mae:6007.24707 [913] validation_0-mae:4652.52148 validation_1-mae:6006.51025 [914] validation_0-mae:4651.61670 validation_1-mae:6006.50195 [915] validation_0-mae:4650.27490 validation_1-mae:6006.07471 [916] validation_0-mae:4649.44043 validation_1-mae:6005.87158 [917] validation_0-mae:4648.43799 validation_1-mae:6005.69580 [918] validation_0-mae:4647.53662 validation_1-mae:6006.24023 [919] validation_0-mae:4647.03662 validation_1-mae:6006.05225 [920] validation_0-mae:4645.19629 validation_1-mae:6005.32324 [921] validation_0-mae:4645.08887 validation_1-mae:6005.26416 [922] validation_0-mae:4644.80420 validation_1-mae:6005.36035 [923] validation_0-mae:4643.74853 validation_1-mae:6005.46582 [924] validation_0-mae:4641.55615 validation_1-mae:6005.23291 [925] validation_0-mae:4640.11621 validation_1-mae:6005.66504 [926] validation_0-mae:4639.06055 validation_1-mae:6005.50977 [927] validation_0-mae:4638.01367 validation_1-mae:6005.29834 [928] validation_0-mae:4636.96631 validation_1-mae:6005.25195 [929] validation_0-mae:4635.34131 validation_1-mae:6005.45068 [930] validation_0-mae:4633.87549 validation_1-mae:6005.40918 [931] validation_0-mae:4632.51318 validation_1-mae:6006.22412 [932] validation_0-mae:4631.30322 validation_1-mae:6006.05762 [933] validation_0-mae:4629.49756 validation_1-mae:6005.82129 [934] validation_0-mae:4628.22168 validation_1-mae:6005.57568 [935] validation_0-mae:4625.94385 validation_1-mae:6004.98828 [936] validation_0-mae:4624.16699 validation_1-mae:6005.09277 [937] validation_0-mae:4622.66992 validation_1-mae:6004.18262 [938] validation_0-mae:4621.01074 validation_1-mae:6003.50147 [939] validation_0-mae:4619.25928 validation_1-mae:6003.83594 [940] validation_0-mae:4616.82031 validation_1-mae:6003.15674 [941] validation_0-mae:4614.08545 validation_1-mae:6002.17383 [942] validation_0-mae:4612.53906 validation_1-mae:6001.83838 [943] validation_0-mae:4612.01807 validation_1-mae:6001.83887 [944] validation_0-mae:4610.31055 validation_1-mae:6001.73828 [945] validation_0-mae:4608.70459 validation_1-mae:6000.57764 [946] validation_0-mae:4606.30859 validation_1-mae:6000.05664 [947] validation_0-mae:4604.81397 validation_1-mae:5999.87744 [948] validation_0-mae:4603.30762 validation_1-mae:5999.81787 [949] validation_0-mae:4602.03320 validation_1-mae:5999.94678 [950] validation_0-mae:4600.93701 validation_1-mae:5999.90381 [951] validation_0-mae:4599.32275 validation_1-mae:5998.93799 [952] validation_0-mae:4598.08936 validation_1-mae:5999.52441 [953] validation_0-mae:4597.03857 validation_1-mae:5999.24853 [954] validation_0-mae:4596.25781 validation_1-mae:5999.19678 [955] validation_0-mae:4595.52344 validation_1-mae:5999.32373 [956] validation_0-mae:4594.36377 validation_1-mae:5998.44775 [957] validation_0-mae:4592.88281 validation_1-mae:5997.61133 [958] validation_0-mae:4591.74609 validation_1-mae:5997.37598 [959] validation_0-mae:4589.24121 validation_1-mae:5996.45508 [960] validation_0-mae:4587.68066 validation_1-mae:5996.70215 [961] validation_0-mae:4586.52295 validation_1-mae:5996.36133 [962] validation_0-mae:4584.84375 validation_1-mae:5996.76855 [963] validation_0-mae:4583.70117 validation_1-mae:5996.30469 [964] validation_0-mae:4582.47998 validation_1-mae:5996.43603 [965] validation_0-mae:4581.51172 validation_1-mae:5995.89160 [966] validation_0-mae:4580.66699 validation_1-mae:5996.05225 [967] validation_0-mae:4580.34570 validation_1-mae:5995.98682 [968] validation_0-mae:4579.83887 validation_1-mae:5995.83252 [969] validation_0-mae:4577.67285 validation_1-mae:5995.81250 [970] validation_0-mae:4575.79590 validation_1-mae:5995.82666 [971] validation_0-mae:4574.82959 validation_1-mae:5995.67383 [972] validation_0-mae:4573.81592 validation_1-mae:5995.45068 [973] validation_0-mae:4571.55566 validation_1-mae:5995.41406 [974] validation_0-mae:4570.55957 validation_1-mae:5995.31982 [975] validation_0-mae:4569.03613 validation_1-mae:5994.98633 [976] validation_0-mae:4568.08154 validation_1-mae:5995.03662 [977] validation_0-mae:4566.32227 validation_1-mae:5994.97168 [978] validation_0-mae:4564.97998 validation_1-mae:5995.77686 [979] validation_0-mae:4563.62353 validation_1-mae:5996.09180 [980] validation_0-mae:4562.91748 validation_1-mae:5995.97559 [981] validation_0-mae:4560.68799 validation_1-mae:5995.28809 [982] validation_0-mae:4559.37061 validation_1-mae:5994.43848 [983] validation_0-mae:4557.55664 validation_1-mae:5994.39502 [984] validation_0-mae:4555.43945 validation_1-mae:5995.37891 [985] validation_0-mae:4554.54785 validation_1-mae:5995.62988 [986] validation_0-mae:4553.55762 validation_1-mae:5995.64453 [987] validation_0-mae:4552.43213 validation_1-mae:5995.43750 [988] validation_0-mae:4551.40088 validation_1-mae:5995.49805 [989] validation_0-mae:4549.94238 validation_1-mae:5994.75537 [990] validation_0-mae:4548.19580 validation_1-mae:5994.71680 [991] validation_0-mae:4546.57031 validation_1-mae:5994.30615 [992] validation_0-mae:4545.58350 validation_1-mae:5993.86084 [993] validation_0-mae:4543.55518 validation_1-mae:5994.01367 [994] validation_0-mae:4541.05420 validation_1-mae:5993.68115 [995] validation_0-mae:4539.45898 validation_1-mae:5993.52734 [996] validation_0-mae:4538.15576 validation_1-mae:5993.42041 [997] validation_0-mae:4537.04102 validation_1-mae:5993.33008 [998] validation_0-mae:4535.49072 validation_1-mae:5992.96240 [999] validation_0-mae:4534.22363 validation_1-mae:5992.97217 [1000] validation_0-mae:4532.39893 validation_1-mae:5993.54199 [1001] validation_0-mae:4531.46728 validation_1-mae:5993.43164 [1002] validation_0-mae:4530.58691 validation_1-mae:5993.64746 [1003] validation_0-mae:4529.74561 validation_1-mae:5993.17578 [1004] validation_0-mae:4528.36572 validation_1-mae:5993.11279 [1005] validation_0-mae:4528.17432 validation_1-mae:5993.17529 [1006] validation_0-mae:4527.17090 validation_1-mae:5992.82861 [1007] validation_0-mae:4526.23389 validation_1-mae:5993.05518 [1008] validation_0-mae:4525.41846 validation_1-mae:5993.33105 [1009] validation_0-mae:4524.45215 validation_1-mae:5993.28760 [1010] validation_0-mae:4523.84082 validation_1-mae:5993.35840 [1011] validation_0-mae:4522.18701 validation_1-mae:5993.04736 [1012] validation_0-mae:4521.12256 validation_1-mae:5992.88770 [1013] validation_0-mae:4520.40918 validation_1-mae:5992.93164 [1014] validation_0-mae:4519.68701 validation_1-mae:5993.13037 [1015] validation_0-mae:4518.66357 validation_1-mae:5992.73779 [1016] validation_0-mae:4518.08936 validation_1-mae:5992.38525 [1017] validation_0-mae:4517.02783 validation_1-mae:5992.89941 [1018] validation_0-mae:4515.96484 validation_1-mae:5992.30713 [1019] validation_0-mae:4515.45166 validation_1-mae:5992.38281 [1020] validation_0-mae:4514.31348 validation_1-mae:5992.43408 [1021] validation_0-mae:4513.82666 validation_1-mae:5992.61035 [1022] validation_0-mae:4512.80029 validation_1-mae:5992.27832 [1023] validation_0-mae:4511.89160 validation_1-mae:5992.02734 [1024] validation_0-mae:4510.39209 validation_1-mae:5991.51270 [1025] validation_0-mae:4509.02246 validation_1-mae:5991.12744 [1026] validation_0-mae:4508.99609 validation_1-mae:5991.12207 [1027] validation_0-mae:4507.32373 validation_1-mae:5990.53272 [1028] validation_0-mae:4505.62598 validation_1-mae:5991.04688 [1029] validation_0-mae:4504.66309 validation_1-mae:5991.61865 [1030] validation_0-mae:4502.97022 validation_1-mae:5992.09424 [1031] validation_0-mae:4502.38184 validation_1-mae:5992.23096 [1032] validation_0-mae:4500.95703 validation_1-mae:5991.99268 [1033] validation_0-mae:4499.63477 validation_1-mae:5992.05518 [1034] validation_0-mae:4498.10791 validation_1-mae:5992.12549 [1035] validation_0-mae:4495.60449 validation_1-mae:5990.13232 [1036] validation_0-mae:4493.88281 validation_1-mae:5990.50977 [1037] validation_0-mae:4492.65381 validation_1-mae:5990.56689 [1038] validation_0-mae:4491.45605 validation_1-mae:5990.20215 [1039] validation_0-mae:4489.95947 validation_1-mae:5989.42725 [1040] validation_0-mae:4488.62158 validation_1-mae:5988.76514 [1041] validation_0-mae:4487.99121 validation_1-mae:5988.85547 [1042] validation_0-mae:4486.76367 validation_1-mae:5988.83740 [1043] validation_0-mae:4485.26465 validation_1-mae:5989.85254 [1044] validation_0-mae:4484.69141 validation_1-mae:5989.88135 [1045] validation_0-mae:4481.94775 validation_1-mae:5989.24512 [1046] validation_0-mae:4481.07568 validation_1-mae:5989.54346 [1047] validation_0-mae:4479.78613 validation_1-mae:5989.20508 [1048] validation_0-mae:4479.37012 validation_1-mae:5989.14941 [1049] validation_0-mae:4478.74658 validation_1-mae:5989.50342 [1050] validation_0-mae:4477.38232 validation_1-mae:5989.23340 [1051] validation_0-mae:4476.18652 validation_1-mae:5989.11475 [1052] validation_0-mae:4475.78955 validation_1-mae:5989.12402 [1053] validation_0-mae:4475.75000 validation_1-mae:5989.21240 [1054] validation_0-mae:4474.95605 validation_1-mae:5988.64893 [1055] validation_0-mae:4474.58545 validation_1-mae:5988.79297 [1056] validation_0-mae:4474.52930 validation_1-mae:5988.83545 [1057] validation_0-mae:4474.33887 validation_1-mae:5988.81494 [1058] validation_0-mae:4473.40967 validation_1-mae:5988.79736 [1059] validation_0-mae:4471.70508 validation_1-mae:5988.73828 [1060] validation_0-mae:4470.51807 validation_1-mae:5989.05566 [1061] validation_0-mae:4469.50195 validation_1-mae:5989.00000 [1062] validation_0-mae:4467.92578 validation_1-mae:5988.61865 [1063] validation_0-mae:4467.00732 validation_1-mae:5988.64697 [1064] validation_0-mae:4465.45898 validation_1-mae:5988.25879 [1065] validation_0-mae:4464.91602 validation_1-mae:5988.42969 [1066] validation_0-mae:4463.86621 validation_1-mae:5988.00781 [1067] validation_0-mae:4462.81641 validation_1-mae:5988.09863 [1068] validation_0-mae:4461.99268 validation_1-mae:5988.30957 [1069] validation_0-mae:4461.46875 validation_1-mae:5988.29883 [1070] validation_0-mae:4460.75195 validation_1-mae:5987.89551 [1071] validation_0-mae:4458.43359 validation_1-mae:5988.02978 [1072] validation_0-mae:4457.51270 validation_1-mae:5987.71631 [1073] validation_0-mae:4457.05078 validation_1-mae:5987.82568 [1074] validation_0-mae:4456.42822 validation_1-mae:5987.76221 [1075] validation_0-mae:4454.34961 validation_1-mae:5988.45752 [1076] validation_0-mae:4452.96533 validation_1-mae:5988.38037 [1077] validation_0-mae:4452.23291 validation_1-mae:5988.38086 [1078] validation_0-mae:4451.30029 validation_1-mae:5988.23682 [1079] validation_0-mae:4450.51172 validation_1-mae:5988.34668 [1080] validation_0-mae:4447.62158 validation_1-mae:5987.52930 [1081] validation_0-mae:4446.85938 validation_1-mae:5987.26611 [1082] validation_0-mae:4445.45361 validation_1-mae:5986.62744 [1083] validation_0-mae:4443.69482 validation_1-mae:5986.27686 [1084] validation_0-mae:4442.28613 validation_1-mae:5986.27344 [1085] validation_0-mae:4441.21484 validation_1-mae:5986.15869 [1086] validation_0-mae:4440.25293 validation_1-mae:5985.56934 [1087] validation_0-mae:4438.54688 validation_1-mae:5985.46094 [1088] validation_0-mae:4438.35254 validation_1-mae:5985.49219 [1089] validation_0-mae:4437.62988 validation_1-mae:5985.27344 [1090] validation_0-mae:4436.18994 validation_1-mae:5985.60010 [1091] validation_0-mae:4435.23633 validation_1-mae:5985.51318 [1092] validation_0-mae:4434.98633 validation_1-mae:5985.56348 [1093] validation_0-mae:4434.85889 validation_1-mae:5985.65869 [1094] validation_0-mae:4433.80664 validation_1-mae:5985.29346 [1095] validation_0-mae:4433.04297 validation_1-mae:5985.48193 [1096] validation_0-mae:4432.35156 validation_1-mae:5985.38525 [1097] validation_0-mae:4431.30078 validation_1-mae:5985.39941 [1098] validation_0-mae:4430.42920 validation_1-mae:5985.34717 [1099] validation_0-mae:4428.90381 validation_1-mae:5985.84717 [1100] validation_0-mae:4427.94580 validation_1-mae:5985.48438 [1101] validation_0-mae:4426.31934 validation_1-mae:5985.15478 [1102] validation_0-mae:4425.39209 validation_1-mae:5985.49853 [1103] validation_0-mae:4423.68750 validation_1-mae:5985.30518 [1104] validation_0-mae:4422.89941 validation_1-mae:5985.43311 [1105] validation_0-mae:4421.56592 validation_1-mae:5986.18066 [1106] validation_0-mae:4420.45020 validation_1-mae:5986.10156 [1107] validation_0-mae:4419.69531 validation_1-mae:5986.25098 [1108] validation_0-mae:4418.01123 validation_1-mae:5986.46582 [1109] validation_0-mae:4415.56299 validation_1-mae:5986.03027 [1110] validation_0-mae:4414.56836 validation_1-mae:5985.29150 [1111] validation_0-mae:4413.11230 validation_1-mae:5985.27148 [1112] validation_0-mae:4412.27588 validation_1-mae:5985.80225 [1113] validation_0-mae:4411.40869 validation_1-mae:5985.92920 [1114] validation_0-mae:4411.22949 validation_1-mae:5985.88037 [1115] validation_0-mae:4410.15478 validation_1-mae:5986.15039 [1116] validation_0-mae:4408.71094 validation_1-mae:5986.27783 [1117] validation_0-mae:4407.89160 validation_1-mae:5985.69580 [1118] validation_0-mae:4406.88672 validation_1-mae:5985.76562 [1119] validation_0-mae:4405.06103 validation_1-mae:5986.24072 [1120] validation_0-mae:4403.80371 validation_1-mae:5986.25684 [1121] validation_0-mae:4402.63281 validation_1-mae:5985.90918 [1122] validation_0-mae:4402.18555 validation_1-mae:5985.88379 [1123] validation_0-mae:4400.25147 validation_1-mae:5985.65234 [1124] validation_0-mae:4399.16992 validation_1-mae:5985.62012 [1125] validation_0-mae:4397.75000 validation_1-mae:5985.47217 [1126] validation_0-mae:4396.28955 validation_1-mae:5985.51465 [1127] validation_0-mae:4395.48682 validation_1-mae:5985.71680 [1128] validation_0-mae:4394.58496 validation_1-mae:5985.59619 [1129] validation_0-mae:4393.63672 validation_1-mae:5986.10742 [1130] validation_0-mae:4392.75586 validation_1-mae:5986.24414 [1131] validation_0-mae:4391.85938 validation_1-mae:5986.27002 [1132] validation_0-mae:4390.75293 validation_1-mae:5985.74365 [1133] validation_0-mae:4390.11133 validation_1-mae:5986.40283 [1134] validation_0-mae:4388.29736 validation_1-mae:5985.40283 [1135] validation_0-mae:4387.23975 validation_1-mae:5985.22607 [1136] validation_0-mae:4386.52100 validation_1-mae:5985.42773 [1137] validation_0-mae:4384.32568 validation_1-mae:5984.93897 [1138] validation_0-mae:4383.42822 validation_1-mae:5985.06641 [1139] validation_0-mae:4382.00000 validation_1-mae:5984.89404 [1140] validation_0-mae:4381.10010 validation_1-mae:5984.84863 [1141] validation_0-mae:4380.04980 validation_1-mae:5984.59570 [1142] validation_0-mae:4379.59814 validation_1-mae:5984.69434 [1143] validation_0-mae:4377.90527 validation_1-mae:5984.48145 [1144] validation_0-mae:4377.32666 validation_1-mae:5984.49853 [1145] validation_0-mae:4375.89893 validation_1-mae:5983.98486 [1146] validation_0-mae:4375.40625 validation_1-mae:5984.26514 [1147] validation_0-mae:4375.21680 validation_1-mae:5984.25830 [1148] validation_0-mae:4375.05615 validation_1-mae:5984.43750 [1149] validation_0-mae:4373.54785 validation_1-mae:5984.82275 [1150] validation_0-mae:4372.66992 validation_1-mae:5984.69775 [1151] validation_0-mae:4371.37647 validation_1-mae:5984.20654 [1152] validation_0-mae:4370.53711 validation_1-mae:5983.89111 [1153] validation_0-mae:4369.96631 validation_1-mae:5983.80664 [1154] validation_0-mae:4368.17236 validation_1-mae:5983.48389 [1155] validation_0-mae:4366.74170 validation_1-mae:5983.39746 [1156] validation_0-mae:4365.28516 validation_1-mae:5983.68750 [1157] validation_0-mae:4363.97461 validation_1-mae:5983.54736 [1158] validation_0-mae:4362.77588 validation_1-mae:5984.65088 [1159] validation_0-mae:4362.07568 validation_1-mae:5984.65381 [1160] validation_0-mae:4361.28076 validation_1-mae:5984.50439 [1161] validation_0-mae:4360.31592 validation_1-mae:5984.05908 [1162] validation_0-mae:4359.84228 validation_1-mae:5984.06934 [1163] validation_0-mae:4358.57275 validation_1-mae:5984.03076 [1164] validation_0-mae:4358.23633 validation_1-mae:5983.93115 [1165] validation_0-mae:4356.54346 validation_1-mae:5983.25488 [1166] validation_0-mae:4354.94092 validation_1-mae:5982.97705 [1167] validation_0-mae:4353.25586 validation_1-mae:5982.12158 [1168] validation_0-mae:4351.81006 validation_1-mae:5982.17383 [1169] validation_0-mae:4351.02051 validation_1-mae:5982.66699 [1170] validation_0-mae:4349.09424 validation_1-mae:5981.74365 [1171] validation_0-mae:4347.82275 validation_1-mae:5981.62647 [1172] validation_0-mae:4346.76465 validation_1-mae:5981.51318 [1173] validation_0-mae:4345.52832 validation_1-mae:5982.56934 [1174] validation_0-mae:4344.40625 validation_1-mae:5982.48242 [1175] validation_0-mae:4343.44336 validation_1-mae:5982.60303 [1176] validation_0-mae:4342.04932 validation_1-mae:5981.99121 [1177] validation_0-mae:4341.31787 validation_1-mae:5981.80518 [1178] validation_0-mae:4340.51416 validation_1-mae:5981.64355 [1179] validation_0-mae:4339.62500 validation_1-mae:5981.34961 [1180] validation_0-mae:4338.97363 validation_1-mae:5981.65234 [1181] validation_0-mae:4338.23877 validation_1-mae:5981.66846 [1182] validation_0-mae:4337.59180 validation_1-mae:5981.96680 [1183] validation_0-mae:4336.21240 validation_1-mae:5981.83643 [1184] validation_0-mae:4335.10938 validation_1-mae:5982.09473 [1185] validation_0-mae:4333.80957 validation_1-mae:5981.77051 [1186] validation_0-mae:4332.58057 validation_1-mae:5981.69482 [1187] validation_0-mae:4331.36719 validation_1-mae:5981.48438 [1188] validation_0-mae:4328.95459 validation_1-mae:5981.29541 [1189] validation_0-mae:4328.24316 validation_1-mae:5981.26221 [1190] validation_0-mae:4327.19922 validation_1-mae:5981.32715 [1191] validation_0-mae:4326.69922 validation_1-mae:5981.41748 [1192] validation_0-mae:4325.75537 validation_1-mae:5981.63135 [1193] validation_0-mae:4324.97070 validation_1-mae:5981.61475 [1194] validation_0-mae:4324.21143 validation_1-mae:5981.09961 [1195] validation_0-mae:4323.59180 validation_1-mae:5980.79443 [1196] validation_0-mae:4322.48535 validation_1-mae:5981.75049 [1197] validation_0-mae:4320.64697 validation_1-mae:5981.16943 [1198] validation_0-mae:4320.51221 validation_1-mae:5981.24853 [1199] validation_0-mae:4320.28076 validation_1-mae:5981.21436 [1200] validation_0-mae:4319.98633 validation_1-mae:5981.78369 [1201] validation_0-mae:4318.83789 validation_1-mae:5981.52539 [1202] validation_0-mae:4317.00977 validation_1-mae:5981.96338 [1203] validation_0-mae:4316.60791 validation_1-mae:5982.10986 [1204] validation_0-mae:4315.51807 validation_1-mae:5982.91797 [1205] validation_0-mae:4314.61230 validation_1-mae:5983.02637 [1206] validation_0-mae:4313.46045 validation_1-mae:5983.68408 [1207] validation_0-mae:4312.68945 validation_1-mae:5983.72119 [1208] validation_0-mae:4312.08398 validation_1-mae:5983.74365 [1209] validation_0-mae:4311.23779 validation_1-mae:5983.64697 [1210] validation_0-mae:4310.73340 validation_1-mae:5983.69189 [1211] validation_0-mae:4309.67041 validation_1-mae:5983.90527 [1212] validation_0-mae:4309.11914 validation_1-mae:5984.39014 [1213] validation_0-mae:4308.85889 validation_1-mae:5984.46143 [1214] validation_0-mae:4306.85254 validation_1-mae:5983.47754 [1215] validation_0-mae:4306.25195 validation_1-mae:5983.38525 [1216] validation_0-mae:4305.51465 validation_1-mae:5983.81934 [1217] validation_0-mae:4304.70947 validation_1-mae:5983.59424 [1218] validation_0-mae:4303.01953 validation_1-mae:5984.13574 [1219] validation_0-mae:4301.90527 validation_1-mae:5983.88477 [1220] validation_0-mae:4301.14990 validation_1-mae:5983.79199 [1221] validation_0-mae:4299.38672 validation_1-mae:5983.65283 [1222] validation_0-mae:4298.20605 validation_1-mae:5983.74414 [1223] validation_0-mae:4297.68555 validation_1-mae:5983.70557 [1224] validation_0-mae:4296.72363 validation_1-mae:5983.81006 [1225] validation_0-mae:4295.53076 validation_1-mae:5983.61523 [1226] validation_0-mae:4294.68311 validation_1-mae:5983.72998 [1227] validation_0-mae:4292.81787 validation_1-mae:5982.52002 [1228] validation_0-mae:4291.83008 validation_1-mae:5982.47412 [1229] validation_0-mae:4290.77344 validation_1-mae:5982.22949 [1230] validation_0-mae:4289.76807 validation_1-mae:5981.87402 [1231] validation_0-mae:4288.77295 validation_1-mae:5981.92773 [1232] validation_0-mae:4287.66602 validation_1-mae:5982.11768 [1233] validation_0-mae:4285.71191 validation_1-mae:5981.82764 [1234] validation_0-mae:4284.53223 validation_1-mae:5981.13574 [1235] validation_0-mae:4283.34424 validation_1-mae:5981.05811 [1236] validation_0-mae:4282.62305 validation_1-mae:5980.92725 [1237] validation_0-mae:4281.92969 validation_1-mae:5980.95605 [1238] validation_0-mae:4280.76367 validation_1-mae:5981.13379 [1239] validation_0-mae:4279.84570 validation_1-mae:5980.94580 [1240] validation_0-mae:4279.55078 validation_1-mae:5980.79053 [1241] validation_0-mae:4279.22217 validation_1-mae:5980.92578 [1242] validation_0-mae:4277.93701 validation_1-mae:5980.77930 [1243] validation_0-mae:4277.15674 validation_1-mae:5980.89209 [1244] validation_0-mae:4276.57812 validation_1-mae:5981.22022 [1245] validation_0-mae:4275.69434 validation_1-mae:5980.79102 [1246] validation_0-mae:4275.62207 validation_1-mae:5980.93750 [1247] validation_0-mae:4274.54199 validation_1-mae:5980.73486 [1248] validation_0-mae:4272.98291 validation_1-mae:5980.32617 [1249] validation_0-mae:4271.78955 validation_1-mae:5980.22412 [1250] validation_0-mae:4270.05957 validation_1-mae:5980.53174 [1251] validation_0-mae:4269.39502 validation_1-mae:5980.81885 [1252] validation_0-mae:4268.50684 validation_1-mae:5980.77539 [1253] validation_0-mae:4267.28076 validation_1-mae:5981.01123 [1254] validation_0-mae:4266.28662 validation_1-mae:5980.90527 [1255] validation_0-mae:4264.92383 validation_1-mae:5980.15527 [1256] validation_0-mae:4263.91064 validation_1-mae:5979.88477 [1257] validation_0-mae:4263.03223 validation_1-mae:5980.49121 [1258] validation_0-mae:4261.90576 validation_1-mae:5980.33301 [1259] validation_0-mae:4261.37109 validation_1-mae:5980.37744 [1260] validation_0-mae:4261.04199 validation_1-mae:5980.22705 [1261] validation_0-mae:4260.13379 validation_1-mae:5980.17578 [1262] validation_0-mae:4258.94092 validation_1-mae:5980.48242 [1263] validation_0-mae:4258.85352 validation_1-mae:5980.47363 [1264] validation_0-mae:4258.76123 validation_1-mae:5980.30127 [1265] validation_0-mae:4258.36475 validation_1-mae:5980.11328 [1266] validation_0-mae:4257.63184 validation_1-mae:5980.19922 [1267] validation_0-mae:4255.79395 validation_1-mae:5980.65820 [1268] validation_0-mae:4254.90723 validation_1-mae:5980.63770 [1269] validation_0-mae:4253.92285 validation_1-mae:5980.55859 [1270] validation_0-mae:4252.02148 validation_1-mae:5980.30420 [1271] validation_0-mae:4250.74365 validation_1-mae:5980.24072 [1272] validation_0-mae:4249.75732 validation_1-mae:5980.33936 [1273] validation_0-mae:4249.10400 validation_1-mae:5980.80322 [1274] validation_0-mae:4247.73730 validation_1-mae:5981.44873 [1275] validation_0-mae:4246.00195 validation_1-mae:5981.06250 [1276] validation_0-mae:4245.08203 validation_1-mae:5980.85889 [1277] validation_0-mae:4243.60547 validation_1-mae:5980.62891 [1278] validation_0-mae:4242.57715 validation_1-mae:5980.78857 [1279] validation_0-mae:4240.82959 validation_1-mae:5980.98975 [1280] validation_0-mae:4239.40918 validation_1-mae:5981.77344 [1281] validation_0-mae:4238.02930 validation_1-mae:5982.36768 [1282] validation_0-mae:4236.46728 validation_1-mae:5981.88477 [1283] validation_0-mae:4234.97363 validation_1-mae:5981.44629 [1284] validation_0-mae:4233.93311 validation_1-mae:5981.83301 [1285] validation_0-mae:4232.37939 validation_1-mae:5981.53174 [1286] validation_0-mae:4231.45703 validation_1-mae:5981.61670 [1287] validation_0-mae:4229.98389 validation_1-mae:5982.17578 [1288] validation_0-mae:4228.89746 validation_1-mae:5981.58008 [1289] validation_0-mae:4228.39697 validation_1-mae:5981.45898 [1290] validation_0-mae:4226.87939 validation_1-mae:5981.46191 [1291] validation_0-mae:4225.74414 validation_1-mae:5980.85059 [1292] validation_0-mae:4224.83789 validation_1-mae:5980.67822 [1293] validation_0-mae:4223.58643 validation_1-mae:5980.87988 [1294] validation_0-mae:4222.15234 validation_1-mae:5980.52930 [1295] validation_0-mae:4221.18603 validation_1-mae:5980.15137 [1296] validation_0-mae:4220.05908 validation_1-mae:5979.79443 [1297] validation_0-mae:4219.53613 validation_1-mae:5980.05322 [1298] validation_0-mae:4218.84522 validation_1-mae:5979.77100 [1299] validation_0-mae:4217.95508 validation_1-mae:5979.54297 [1300] validation_0-mae:4216.27637 validation_1-mae:5979.07471 [1301] validation_0-mae:4215.39453 validation_1-mae:5978.76758 [1302] validation_0-mae:4214.28516 validation_1-mae:5978.35791 [1303] validation_0-mae:4213.12207 validation_1-mae:5978.39551 [1304] validation_0-mae:4211.24707 validation_1-mae:5977.21436 [1305] validation_0-mae:4210.40625 validation_1-mae:5976.88916 [1306] validation_0-mae:4209.43213 validation_1-mae:5977.50293 [1307] validation_0-mae:4208.18164 validation_1-mae:5977.65332 [1308] validation_0-mae:4207.41455 validation_1-mae:5977.57129 [1309] validation_0-mae:4206.59082 validation_1-mae:5977.54297 [1310] validation_0-mae:4205.81787 validation_1-mae:5977.42871 [1311] validation_0-mae:4204.53662 validation_1-mae:5977.70654 [1312] validation_0-mae:4203.50537 validation_1-mae:5977.66162 [1313] validation_0-mae:4202.31592 validation_1-mae:5978.00977 [1314] validation_0-mae:4200.80615 validation_1-mae:5977.63721 [1315] validation_0-mae:4200.01318 validation_1-mae:5977.56885 [1316] validation_0-mae:4199.44629 validation_1-mae:5977.25586 [1317] validation_0-mae:4198.68457 validation_1-mae:5977.37158 [1318] validation_0-mae:4197.84961 validation_1-mae:5977.33398 [1319] validation_0-mae:4197.04980 validation_1-mae:5977.16113 [1320] validation_0-mae:4196.33301 validation_1-mae:5977.33350 [1321] validation_0-mae:4195.18262 validation_1-mae:5977.30566 [1322] validation_0-mae:4194.54004 validation_1-mae:5977.22949 [1323] validation_0-mae:4194.15381 validation_1-mae:5977.04883 [1324] validation_0-mae:4193.25781 validation_1-mae:5977.01416 [1325] validation_0-mae:4192.14111 validation_1-mae:5976.63623 [1326] validation_0-mae:4191.39355 validation_1-mae:5976.46875 [1327] validation_0-mae:4190.33984 validation_1-mae:5976.77588 [1328] validation_0-mae:4189.43994 validation_1-mae:5976.93457 [1329] validation_0-mae:4188.45850 validation_1-mae:5977.00342 [1330] validation_0-mae:4186.79102 validation_1-mae:5975.89502 [1331] validation_0-mae:4185.75293 validation_1-mae:5975.25977 [1332] validation_0-mae:4183.97705 validation_1-mae:5974.24316 [1333] validation_0-mae:4183.20752 validation_1-mae:5974.18164 [1334] validation_0-mae:4182.67383 validation_1-mae:5974.26807 [1335] validation_0-mae:4181.95752 validation_1-mae:5974.07227 [1336] validation_0-mae:4181.70020 validation_1-mae:5974.13428 [1337] validation_0-mae:4181.18408 validation_1-mae:5974.14697 [1338] validation_0-mae:4180.01855 validation_1-mae:5974.76611 [1339] validation_0-mae:4178.75537 validation_1-mae:5974.85547 [1340] validation_0-mae:4177.94678 validation_1-mae:5974.67041 [1341] validation_0-mae:4176.09814 validation_1-mae:5974.86475 [1342] validation_0-mae:4175.36816 validation_1-mae:5974.95703 [1343] validation_0-mae:4174.85156 validation_1-mae:5974.77490 [1344] validation_0-mae:4173.58252 validation_1-mae:5974.97656 [1345] validation_0-mae:4172.71582 validation_1-mae:5975.10693 [1346] validation_0-mae:4170.53174 validation_1-mae:5974.99170 [1347] validation_0-mae:4168.92236 validation_1-mae:5974.53760 [1348] validation_0-mae:4167.73438 validation_1-mae:5974.95459 [1349] validation_0-mae:4166.32617 validation_1-mae:5975.02588 [1350] validation_0-mae:4165.67773 validation_1-mae:5974.89746 [1351] validation_0-mae:4165.22168 validation_1-mae:5974.78272 [1352] validation_0-mae:4164.67285 validation_1-mae:5974.79834 [1353] validation_0-mae:4163.29297 validation_1-mae:5974.89258 [1354] validation_0-mae:4162.47656 validation_1-mae:5974.83057 [1355] validation_0-mae:4161.52246 validation_1-mae:5974.79785 [1356] validation_0-mae:4160.54297 validation_1-mae:5974.44629 [1357] validation_0-mae:4159.59766 validation_1-mae:5974.22852 [1358] validation_0-mae:4158.67676 validation_1-mae:5974.03711 [1359] validation_0-mae:4157.63135 validation_1-mae:5974.08203 [1360] validation_0-mae:4156.64111 validation_1-mae:5974.14014 [1361] validation_0-mae:4155.41504 validation_1-mae:5974.00049 [1362] validation_0-mae:4154.32812 validation_1-mae:5974.14648 [1363] validation_0-mae:4153.90820 validation_1-mae:5973.96973 [1364] validation_0-mae:4153.11084 validation_1-mae:5973.91895 [1365] validation_0-mae:4152.17139 validation_1-mae:5973.66602 [1366] validation_0-mae:4151.28125 validation_1-mae:5973.46875 [1367] validation_0-mae:4149.76562 validation_1-mae:5973.50879 [1368] validation_0-mae:4148.14453 validation_1-mae:5973.22949 [1369] validation_0-mae:4147.83887 validation_1-mae:5973.10693 [1370] validation_0-mae:4147.44482 validation_1-mae:5973.06592 [1371] validation_0-mae:4146.43506 validation_1-mae:5973.13965 [1372] validation_0-mae:4144.68408 validation_1-mae:5972.96973 [1373] validation_0-mae:4143.92822 validation_1-mae:5973.25244 [1374] validation_0-mae:4143.90137 validation_1-mae:5973.25586 [1375] validation_0-mae:4143.44043 validation_1-mae:5973.19287 [1376] validation_0-mae:4141.75000 validation_1-mae:5972.31152 [1377] validation_0-mae:4140.51123 validation_1-mae:5972.60205 [1378] validation_0-mae:4139.47949 validation_1-mae:5972.25439 [1379] validation_0-mae:4138.61328 validation_1-mae:5972.52881 [1380] validation_0-mae:4137.03418 validation_1-mae:5972.47119 [1381] validation_0-mae:4135.41846 validation_1-mae:5972.76270 [1382] validation_0-mae:4134.44092 validation_1-mae:5973.43018 [1383] validation_0-mae:4133.50928 validation_1-mae:5973.14453 [1384] validation_0-mae:4132.91357 validation_1-mae:5973.25244 [1385] validation_0-mae:4132.24561 validation_1-mae:5972.91211 [1386] validation_0-mae:4130.77051 validation_1-mae:5972.27686 [1387] validation_0-mae:4129.83594 validation_1-mae:5972.50781 [1388] validation_0-mae:4128.65234 validation_1-mae:5972.94385 [1389] validation_0-mae:4127.98926 validation_1-mae:5972.88281 [1390] validation_0-mae:4126.43408 validation_1-mae:5972.19727 [1391] validation_0-mae:4126.15772 validation_1-mae:5972.27051 [1392] validation_0-mae:4126.09277 validation_1-mae:5972.21045 [1393] validation_0-mae:4125.57031 validation_1-mae:5972.23975 [1394] validation_0-mae:4124.40137 validation_1-mae:5972.39990 [1395] validation_0-mae:4123.25537 validation_1-mae:5972.26855 [1396] validation_0-mae:4121.40869 validation_1-mae:5972.40039 [1397] validation_0-mae:4120.72900 validation_1-mae:5972.34326 [1398] validation_0-mae:4120.12549 validation_1-mae:5972.40088 [1399] validation_0-mae:4119.09082 validation_1-mae:5972.64941 [1400] validation_0-mae:4118.36523 validation_1-mae:5972.83594 [1401] validation_0-mae:4117.52637 validation_1-mae:5972.49414 [1402] validation_0-mae:4116.71728 validation_1-mae:5972.55029 [1403] validation_0-mae:4115.30371 validation_1-mae:5972.58447 [1404] validation_0-mae:4115.11279 validation_1-mae:5972.45410 [1405] validation_0-mae:4113.85791 validation_1-mae:5972.43311 [1406] validation_0-mae:4113.07275 validation_1-mae:5972.99658 [1407] validation_0-mae:4112.10693 validation_1-mae:5973.19482 [1408] validation_0-mae:4110.84522 validation_1-mae:5973.44531 [1409] validation_0-mae:4109.45264 validation_1-mae:5973.08105 [1410] validation_0-mae:4107.97217 validation_1-mae:5973.41406 [1411] validation_0-mae:4106.63770 validation_1-mae:5973.61768 [1412] validation_0-mae:4106.01123 validation_1-mae:5973.55859 [1413] validation_0-mae:4105.37793 validation_1-mae:5973.51807 [1414] validation_0-mae:4105.01123 validation_1-mae:5973.35840 [1415] validation_0-mae:4103.86230 validation_1-mae:5973.05811 [1416] validation_0-mae:4103.68262 validation_1-mae:5972.98145 [1417] validation_0-mae:4103.16602 validation_1-mae:5972.75147 [1418] validation_0-mae:4102.35791 validation_1-mae:5972.81982 [1419] validation_0-mae:4101.66553 validation_1-mae:5972.78272 [1420] validation_0-mae:4100.65137 validation_1-mae:5972.56055 [1421] validation_0-mae:4099.10303 validation_1-mae:5972.46484 [1422] validation_0-mae:4097.25000 validation_1-mae:5972.61279 [1423] validation_0-mae:4096.13965 validation_1-mae:5972.27148 [1424] validation_0-mae:4095.28955 validation_1-mae:5972.05420 [1425] validation_0-mae:4094.47266 validation_1-mae:5972.01123 [1426] validation_0-mae:4094.32275 validation_1-mae:5971.84228 [1427] validation_0-mae:4093.59229 validation_1-mae:5971.93018 [1428] validation_0-mae:4092.71045 validation_1-mae:5971.26318 [1429] validation_0-mae:4091.58154 validation_1-mae:5971.92188 [1430] validation_0-mae:4090.61865 validation_1-mae:5971.77002 [1431] validation_0-mae:4089.63794 validation_1-mae:5972.01904 [1432] validation_0-mae:4088.59155 validation_1-mae:5971.98389 [1433] validation_0-mae:4088.01685 validation_1-mae:5972.09033 [1434] validation_0-mae:4087.12573 validation_1-mae:5971.63721 [1435] validation_0-mae:4086.74878 validation_1-mae:5971.77148 [1436] validation_0-mae:4086.24243 validation_1-mae:5971.58350 [1437] validation_0-mae:4085.35352 validation_1-mae:5971.45947 [1438] validation_0-mae:4084.67676 validation_1-mae:5971.45215 [1439] validation_0-mae:4084.00610 validation_1-mae:5971.38428 [1440] validation_0-mae:4082.71826 validation_1-mae:5971.00000 [1441] validation_0-mae:4081.99390 validation_1-mae:5970.93262 [1442] validation_0-mae:4081.32593 validation_1-mae:5970.99414 [1443] validation_0-mae:4081.00195 validation_1-mae:5970.79590 [1444] validation_0-mae:4080.19336 validation_1-mae:5970.97510 [1445] validation_0-mae:4079.34399 validation_1-mae:5971.07861 [1446] validation_0-mae:4078.70435 validation_1-mae:5970.99414 [1447] validation_0-mae:4078.06372 validation_1-mae:5970.95410 [1448] validation_0-mae:4077.22070 validation_1-mae:5970.80762 [1449] validation_0-mae:4075.72290 validation_1-mae:5970.60205 [1450] validation_0-mae:4075.21582 validation_1-mae:5970.72900 [1451] validation_0-mae:4074.14209 validation_1-mae:5970.93799 [1452] validation_0-mae:4072.84326 validation_1-mae:5970.75098 [1453] validation_0-mae:4071.69409 validation_1-mae:5970.80029 [1454] validation_0-mae:4069.76782 validation_1-mae:5970.74561 [1455] validation_0-mae:4068.03735 validation_1-mae:5971.03613 [1456] validation_0-mae:4067.40332 validation_1-mae:5971.07373 [1457] validation_0-mae:4066.32910 validation_1-mae:5971.15674 [1458] validation_0-mae:4066.29468 validation_1-mae:5971.15625 [1459] validation_0-mae:4066.17578 validation_1-mae:5971.19385 [1460] validation_0-mae:4065.56909 validation_1-mae:5970.94922 [1461] validation_0-mae:4064.81641 validation_1-mae:5970.62695 [1462] validation_0-mae:4064.34814 validation_1-mae:5970.20361 [1463] validation_0-mae:4063.81177 validation_1-mae:5970.18359 [1464] validation_0-mae:4063.75562 validation_1-mae:5970.23145 [1465] validation_0-mae:4063.06421 validation_1-mae:5970.36523 [1466] validation_0-mae:4062.20312 validation_1-mae:5970.02930 [1467] validation_0-mae:4062.00806 validation_1-mae:5969.97022 [1468] validation_0-mae:4060.92554 validation_1-mae:5969.90039 [1469] validation_0-mae:4060.39868 validation_1-mae:5970.26367 [1470] validation_0-mae:4058.94336 validation_1-mae:5971.10986 [1471] validation_0-mae:4058.23828 validation_1-mae:5971.71338 [1472] validation_0-mae:4057.41406 validation_1-mae:5971.50244 [1473] validation_0-mae:4056.25684 validation_1-mae:5971.73779 [1474] validation_0-mae:4055.37109 validation_1-mae:5971.77978 [1475] validation_0-mae:4054.73877 validation_1-mae:5971.63721 [1476] validation_0-mae:4054.69751 validation_1-mae:5971.68603 [1477] validation_0-mae:4054.07129 validation_1-mae:5971.72314 [1478] validation_0-mae:4053.02100 validation_1-mae:5970.87402 [1479] validation_0-mae:4051.81299 validation_1-mae:5970.28613 [1480] validation_0-mae:4050.59253 validation_1-mae:5970.09180 [1481] validation_0-mae:4049.90601 validation_1-mae:5970.10449 [1482] validation_0-mae:4048.27954 validation_1-mae:5970.77051 [1483] validation_0-mae:4046.48926 validation_1-mae:5970.80029 [1484] validation_0-mae:4044.71851 validation_1-mae:5971.91357 [1485] validation_0-mae:4043.87085 validation_1-mae:5971.85742 [1486] validation_0-mae:4042.57837 validation_1-mae:5971.51025 [1487] validation_0-mae:4042.14575 validation_1-mae:5971.44189 [1488] validation_0-mae:4041.02539 validation_1-mae:5971.99219 [1489] validation_0-mae:4040.60107 validation_1-mae:5971.69531 [1490] validation_0-mae:4040.26856 validation_1-mae:5971.62012 [1491] validation_0-mae:4039.62402 validation_1-mae:5971.77344 [1492] validation_0-mae:4038.67944 validation_1-mae:5971.93555 [1493] validation_0-mae:4037.75830 validation_1-mae:5972.21582 [1494] validation_0-mae:4036.66919 validation_1-mae:5972.28711 [1495] validation_0-mae:4036.53271 validation_1-mae:5972.29102 [1496] validation_0-mae:4036.49780 validation_1-mae:5972.31201 [1497] validation_0-mae:4035.59204 validation_1-mae:5972.62793 [1498] validation_0-mae:4034.83594 validation_1-mae:5973.10889 [1499] validation_0-mae:4034.00855 validation_1-mae:5973.31152 [1500] validation_0-mae:4033.12476 validation_1-mae:5973.21143 [1501] validation_0-mae:4032.87939 validation_1-mae:5973.14941 [1502] validation_0-mae:4031.59985 validation_1-mae:5973.43213 [1503] validation_0-mae:4031.01880 validation_1-mae:5973.33057 [1504] validation_0-mae:4030.00586 validation_1-mae:5973.35352 [1505] validation_0-mae:4029.10547 validation_1-mae:5973.07812 [1506] validation_0-mae:4027.92212 validation_1-mae:5972.96582 [1507] validation_0-mae:4026.73950 validation_1-mae:5973.39941 [1508] validation_0-mae:4025.55933 validation_1-mae:5973.56934 [1509] validation_0-mae:4024.50269 validation_1-mae:5973.25635 [1510] validation_0-mae:4023.32324 validation_1-mae:5972.69971 [1511] validation_0-mae:4022.37866 validation_1-mae:5972.56934 [1512] validation_0-mae:4021.51147 validation_1-mae:5972.40576 [1513] validation_0-mae:4020.62329 validation_1-mae:5972.78076 [1514] validation_0-mae:4019.09790 validation_1-mae:5972.25195 [1515] validation_0-mae:4018.68408 validation_1-mae:5972.22022 [1516] validation_0-mae:4018.30151 validation_1-mae:5972.17041 [1517] validation_0-mae:4017.87280 validation_1-mae:5972.22168 [1518] validation_0-mae:4017.04102 validation_1-mae:5972.18164 [1519] validation_0-mae:4016.23462 validation_1-mae:5971.90137 [1520] validation_0-mae:4015.56641 validation_1-mae:5971.88477 [1521] validation_0-mae:4014.97632 validation_1-mae:5972.27051 [1522] validation_0-mae:4013.93018 validation_1-mae:5971.91992 [1523] validation_0-mae:4012.98901 validation_1-mae:5972.31152 [1524] validation_0-mae:4011.75708 validation_1-mae:5972.09033 [1525] validation_0-mae:4010.73340 validation_1-mae:5971.60449 [1526] validation_0-mae:4009.48071 validation_1-mae:5971.37744 [1527] validation_0-mae:4008.45776 validation_1-mae:5970.93897 [1528] validation_0-mae:4007.90112 validation_1-mae:5971.27978 [1529] validation_0-mae:4007.00488 validation_1-mae:5971.18018 [1530] validation_0-mae:4005.99390 validation_1-mae:5970.92578 [1531] validation_0-mae:4004.79883 validation_1-mae:5971.05713 [1532] validation_0-mae:4003.70483 validation_1-mae:5970.93603 [1533] validation_0-mae:4003.08081 validation_1-mae:5970.88086 [1534] validation_0-mae:4002.04761 validation_1-mae:5970.93603 [1535] validation_0-mae:4001.35132 validation_1-mae:5970.85742 [1536] validation_0-mae:4000.17236 validation_1-mae:5970.84277 [1537] validation_0-mae:3999.38232 validation_1-mae:5970.88232 [1538] validation_0-mae:3998.65430 validation_1-mae:5971.19043 [1539] validation_0-mae:3998.23755 validation_1-mae:5971.34326 [1540] validation_0-mae:3997.61572 validation_1-mae:5971.18359 [1541] validation_0-mae:3997.04785 validation_1-mae:5971.76514 [1542] validation_0-mae:3995.84253 validation_1-mae:5970.96973 [1543] validation_0-mae:3994.86133 validation_1-mae:5971.01904 [1544] validation_0-mae:3994.47827 validation_1-mae:5971.05371 [1545] validation_0-mae:3992.84399 validation_1-mae:5970.54492 [1546] validation_0-mae:3992.29175 validation_1-mae:5970.39160 [1547] validation_0-mae:3990.78955 validation_1-mae:5970.14111 [1548] validation_0-mae:3989.49512 validation_1-mae:5970.13086 [1549] validation_0-mae:3988.31812 validation_1-mae:5970.19287 [1550] validation_0-mae:3987.00757 validation_1-mae:5969.60645 [1551] validation_0-mae:3985.83057 validation_1-mae:5969.79443 [1552] validation_0-mae:3984.95215 validation_1-mae:5969.86914 [1553] validation_0-mae:3984.12891 validation_1-mae:5969.94629 [1554] validation_0-mae:3983.36645 validation_1-mae:5969.62500 [1555] validation_0-mae:3982.82202 validation_1-mae:5969.66699 [1556] validation_0-mae:3982.40820 validation_1-mae:5969.75977 [1557] validation_0-mae:3981.64209 validation_1-mae:5969.84277 [1558] validation_0-mae:3980.98633 validation_1-mae:5970.17090 [1559] validation_0-mae:3979.83057 validation_1-mae:5970.33789 [1560] validation_0-mae:3978.89941 validation_1-mae:5970.12451 [1561] validation_0-mae:3978.26758 validation_1-mae:5970.39355 [1562] validation_0-mae:3977.43848 validation_1-mae:5970.78027 [1563] validation_0-mae:3975.45312 validation_1-mae:5970.53467 [1564] validation_0-mae:3974.60522 validation_1-mae:5970.47852 [1565] validation_0-mae:3973.91577 validation_1-mae:5970.23291 [1566] validation_0-mae:3973.07666 validation_1-mae:5969.94482 [1567] validation_0-mae:3972.55640 validation_1-mae:5969.60889 [1568] validation_0-mae:3971.40796 validation_1-mae:5969.77246 [1569] validation_0-mae:3970.65796 validation_1-mae:5969.88916 [1570] validation_0-mae:3969.44531 validation_1-mae:5969.35986 [1571] validation_0-mae:3968.71094 validation_1-mae:5969.22119 [1572] validation_0-mae:3967.43555 validation_1-mae:5969.30127 [1573] validation_0-mae:3967.03369 validation_1-mae:5969.38672 [1574] validation_0-mae:3966.73755 validation_1-mae:5969.29834 [1575] validation_0-mae:3966.32105 validation_1-mae:5969.60791 [1576] validation_0-mae:3966.25293 validation_1-mae:5969.58154 [1577] validation_0-mae:3965.16626 validation_1-mae:5969.35352 [1578] validation_0-mae:3964.71606 validation_1-mae:5969.26709 [1579] validation_0-mae:3963.86401 validation_1-mae:5969.53662 [1580] validation_0-mae:3962.64819 validation_1-mae:5969.42529 [1581] validation_0-mae:3962.08154 validation_1-mae:5969.64551 [1582] validation_0-mae:3961.73633 validation_1-mae:5969.56641 [1583] validation_0-mae:3961.00464 validation_1-mae:5969.59375 [1584] validation_0-mae:3960.67578 validation_1-mae:5969.74902 [1585] validation_0-mae:3959.73144 validation_1-mae:5970.10010 [1586] validation_0-mae:3958.07129 validation_1-mae:5969.63281 [1587] validation_0-mae:3957.53857 validation_1-mae:5969.39453 [1588] validation_0-mae:3957.17822 validation_1-mae:5969.45410 [1589] validation_0-mae:3956.75000 validation_1-mae:5969.16309 [1590] validation_0-mae:3955.77100 validation_1-mae:5968.90234 [1591] validation_0-mae:3955.03491 validation_1-mae:5968.75342 [1592] validation_0-mae:3954.98486 validation_1-mae:5968.78272 [1593] validation_0-mae:3954.86890 validation_1-mae:5968.86963 [1594] validation_0-mae:3954.00855 validation_1-mae:5969.09961 [1595] validation_0-mae:3952.58960 validation_1-mae:5969.28711 [1596] validation_0-mae:3951.47534 validation_1-mae:5969.28369 [1597] validation_0-mae:3949.88477 validation_1-mae:5968.31787 [1598] validation_0-mae:3948.98193 validation_1-mae:5968.12402 [1599] validation_0-mae:3948.96875 validation_1-mae:5968.13525 [1600] validation_0-mae:3948.70337 validation_1-mae:5968.27393 [1601] validation_0-mae:3947.80713 validation_1-mae:5968.73242 [1602] validation_0-mae:3947.27295 validation_1-mae:5969.17676 [1603] validation_0-mae:3946.62988 validation_1-mae:5969.39600 [1604] validation_0-mae:3946.10181 validation_1-mae:5969.37207 [1605] validation_0-mae:3945.59497 validation_1-mae:5969.78027 [1606] validation_0-mae:3945.25586 validation_1-mae:5969.82861 [1607] validation_0-mae:3944.13501 validation_1-mae:5969.47510 [1608] validation_0-mae:3942.97363 validation_1-mae:5969.51123 [1609] validation_0-mae:3941.78931 validation_1-mae:5969.58936 [1610] validation_0-mae:3941.02319 validation_1-mae:5969.38770 [1611] validation_0-mae:3940.53467 validation_1-mae:5969.68897 [1612] validation_0-mae:3939.59082 validation_1-mae:5969.96924 [1613] validation_0-mae:3938.83691 validation_1-mae:5970.29102 [1614] validation_0-mae:3937.35156 validation_1-mae:5970.61279 [1615] validation_0-mae:3935.55908 validation_1-mae:5971.03174 [1616] validation_0-mae:3934.56250 validation_1-mae:5971.05225 [1617] validation_0-mae:3933.57593 validation_1-mae:5971.30957 [1618] validation_0-mae:3932.89575 validation_1-mae:5971.50244 [1619] validation_0-mae:3931.73071 validation_1-mae:5971.78564 [1620] validation_0-mae:3930.66504 validation_1-mae:5972.54395 [1621] validation_0-mae:3929.66821 validation_1-mae:5972.24268 [1622] validation_0-mae:3929.19409 validation_1-mae:5972.14014 [1623] validation_0-mae:3928.11401 validation_1-mae:5972.42871 [1624] validation_0-mae:3927.43481 validation_1-mae:5972.39990 [1625] validation_0-mae:3926.28247 validation_1-mae:5972.18848 [1626] validation_0-mae:3925.77490 validation_1-mae:5972.12305 [1627] validation_0-mae:3925.51978 validation_1-mae:5971.99658 [1628] validation_0-mae:3924.78320 validation_1-mae:5972.02930 [1629] validation_0-mae:3923.49658 validation_1-mae:5972.10645 [1630] validation_0-mae:3923.07251 validation_1-mae:5972.15625 [1631] validation_0-mae:3922.25903 validation_1-mae:5972.02539 [1632] validation_0-mae:3921.35010 validation_1-mae:5971.79736 [1633] validation_0-mae:3920.76392 validation_1-mae:5971.57715 [1634] validation_0-mae:3920.08911 validation_1-mae:5971.52832 [1635] validation_0-mae:3919.58228 validation_1-mae:5971.34473 [1636] validation_0-mae:3918.77417 validation_1-mae:5971.38184 [1637] validation_0-mae:3917.98633 validation_1-mae:5971.46826 [1638] validation_0-mae:3917.29639 validation_1-mae:5971.67969 [1639] validation_0-mae:3916.75171 validation_1-mae:5971.83057 [1640] validation_0-mae:3916.05151 validation_1-mae:5971.95605 [1641] validation_0-mae:3915.60400 validation_1-mae:5972.01416 [1642] validation_0-mae:3914.85913 validation_1-mae:5972.56787 [1643] validation_0-mae:3913.84058 validation_1-mae:5972.62939 [1644] validation_0-mae:3913.05200 validation_1-mae:5973.13965 [1645] validation_0-mae:3912.15674 validation_1-mae:5973.34326 [1646] validation_0-mae:3911.15381 validation_1-mae:5973.44482 [1647] validation_0-mae:3910.25732 validation_1-mae:5972.85498 [1648] validation_0-mae:3909.62061 validation_1-mae:5972.97949 [1649] validation_0-mae:3908.30713 validation_1-mae:5973.12451 [1650] validation_0-mae:3907.53638 validation_1-mae:5972.85938 [1651] validation_0-mae:3906.74902 validation_1-mae:5972.91113 [1652] validation_0-mae:3905.92871 validation_1-mae:5973.46387 [1653] validation_0-mae:3905.42798 validation_1-mae:5973.55518 [1654] validation_0-mae:3904.61084 validation_1-mae:5973.55127 [1655] validation_0-mae:3903.66211 validation_1-mae:5973.96094 [1656] validation_0-mae:3902.88232 validation_1-mae:5973.74268 [1657] validation_0-mae:3902.45410 validation_1-mae:5973.53223 [1658] validation_0-mae:3901.54834 validation_1-mae:5973.58740 [1659] validation_0-mae:3901.04761 validation_1-mae:5973.82471 [1660] validation_0-mae:3900.33813 validation_1-mae:5973.87598 [1661] validation_0-mae:3899.83813 validation_1-mae:5973.73486 [1662] validation_0-mae:3898.42798 validation_1-mae:5973.47705 [1663] validation_0-mae:3897.68384 validation_1-mae:5973.50684 [1664] validation_0-mae:3897.06055 validation_1-mae:5973.61328 [1665] validation_0-mae:3896.60303 validation_1-mae:5973.34717 [1666] validation_0-mae:3895.02075 validation_1-mae:5973.59424 [1667] validation_0-mae:3894.49145 validation_1-mae:5973.37500 [1668] validation_0-mae:3894.31763 validation_1-mae:5973.38672 [1669] validation_0-mae:3893.11768 validation_1-mae:5973.69922 [1670] validation_0-mae:3892.31396 validation_1-mae:5973.49512 [1671] validation_0-mae:3891.76318 validation_1-mae:5973.46777 [1672] validation_0-mae:3890.92871 validation_1-mae:5973.38623 [1673] validation_0-mae:3890.05444 validation_1-mae:5973.29004 [1674] validation_0-mae:3889.49731 validation_1-mae:5973.12598 [1675] validation_0-mae:3888.92822 validation_1-mae:5973.07275 [1676] validation_0-mae:3887.50464 validation_1-mae:5973.10352 [1677] validation_0-mae:3886.73340 validation_1-mae:5972.84228 [1678] validation_0-mae:3885.97925 validation_1-mae:5972.69971 [1679] validation_0-mae:3884.64258 validation_1-mae:5972.48438 [1680] validation_0-mae:3883.39014 validation_1-mae:5972.09033 [1681] validation_0-mae:3882.58154 validation_1-mae:5972.06738 [1682] validation_0-mae:3881.65479 validation_1-mae:5971.69580 [1683] validation_0-mae:3880.67554 validation_1-mae:5971.30469 [1684] validation_0-mae:3880.04785 validation_1-mae:5971.23389 [1685] validation_0-mae:3879.21387 validation_1-mae:5971.07764 [1686] validation_0-mae:3878.30591 validation_1-mae:5971.11475 [1687] validation_0-mae:3877.66626 validation_1-mae:5970.69531 [1688] validation_0-mae:3876.56763 validation_1-mae:5971.08887 [1689] validation_0-mae:3875.52441 validation_1-mae:5970.87451 [1690] validation_0-mae:3874.80005 validation_1-mae:5971.10986 [1691] validation_0-mae:3874.57349 validation_1-mae:5971.06592 [1692] validation_0-mae:3874.52954 validation_1-mae:5971.08496 [1693] validation_0-mae:3873.75635 validation_1-mae:5971.03272 [1694] validation_0-mae:3873.17871 validation_1-mae:5971.28662 [1695] validation_0-mae:3872.40747 validation_1-mae:5971.11230 [1696] validation_0-mae:3871.38355 validation_1-mae:5971.01855 [1697] validation_0-mae:3870.40698 validation_1-mae:5970.46777 [1698] validation_0-mae:3869.80151 validation_1-mae:5970.73877 [1699] validation_0-mae:3869.72290 validation_1-mae:5970.81152 Dropping: tronik [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.97461 validation_1-mae:9623.92090 [14] validation_0-mae:9418.90527 validation_1-mae:9233.26269 [15] validation_0-mae:9084.41894 validation_1-mae:8905.83496 [16] validation_0-mae:8802.76660 validation_1-mae:8634.42578 [17] validation_0-mae:8567.56836 validation_1-mae:8409.99414 [18] validation_0-mae:8374.73828 validation_1-mae:8221.81543 [19] validation_0-mae:8212.24023 validation_1-mae:8069.01807 [20] validation_0-mae:8069.49512 validation_1-mae:7937.93848 [21] validation_0-mae:7945.14746 validation_1-mae:7830.04150 [22] validation_0-mae:7847.00684 validation_1-mae:7743.60400 [23] validation_0-mae:7760.75342 validation_1-mae:7674.48682 [24] validation_0-mae:7677.04004 validation_1-mae:7596.13867 [25] validation_0-mae:7604.44043 validation_1-mae:7532.81836 [26] validation_0-mae:7548.93848 validation_1-mae:7486.03076 [27] validation_0-mae:7488.62109 validation_1-mae:7432.00928 [28] validation_0-mae:7439.36963 validation_1-mae:7390.91895 [29] validation_0-mae:7397.19141 validation_1-mae:7356.75781 [30] validation_0-mae:7361.49219 validation_1-mae:7326.29248 [31] validation_0-mae:7320.92285 validation_1-mae:7289.75342 [32] validation_0-mae:7292.50537 validation_1-mae:7272.28174 [33] validation_0-mae:7264.29980 validation_1-mae:7251.22705 [34] validation_0-mae:7233.97900 validation_1-mae:7231.24463 [35] validation_0-mae:7202.50684 validation_1-mae:7206.55078 [36] validation_0-mae:7185.27783 validation_1-mae:7193.12451 [37] validation_0-mae:7167.57373 validation_1-mae:7183.08057 [38] validation_0-mae:7142.13672 validation_1-mae:7161.58105 [39] validation_0-mae:7120.77832 validation_1-mae:7144.44580 [40] validation_0-mae:7102.95166 validation_1-mae:7134.08105 [41] validation_0-mae:7086.78272 validation_1-mae:7121.68750 [42] validation_0-mae:7069.67285 validation_1-mae:7110.94727 [43] validation_0-mae:7049.62402 validation_1-mae:7097.15137 [44] validation_0-mae:7037.10449 validation_1-mae:7086.54932 [45] validation_0-mae:7011.82861 validation_1-mae:7066.09375 [46] validation_0-mae:6988.25537 validation_1-mae:7045.77441 [47] validation_0-mae:6972.40186 validation_1-mae:7037.71582 [48] validation_0-mae:6947.72363 validation_1-mae:7019.24902 [49] validation_0-mae:6933.53564 validation_1-mae:7009.20117 [50] validation_0-mae:6915.23975 validation_1-mae:6995.66943 [51] validation_0-mae:6900.76904 validation_1-mae:6989.86670 [52] validation_0-mae:6887.58203 validation_1-mae:6978.36914 [53] validation_0-mae:6873.07764 validation_1-mae:6966.93799 [54] validation_0-mae:6861.36230 validation_1-mae:6961.29150 [55] validation_0-mae:6842.87061 validation_1-mae:6945.20654 [56] validation_0-mae:6832.40820 validation_1-mae:6940.77930 [57] validation_0-mae:6813.09180 validation_1-mae:6924.62012 [58] validation_0-mae:6798.61279 validation_1-mae:6911.65332 [59] validation_0-mae:6784.96240 validation_1-mae:6900.00977 [60] validation_0-mae:6777.04785 validation_1-mae:6896.22607 [61] validation_0-mae:6767.76465 validation_1-mae:6887.06934 [62] validation_0-mae:6759.34912 validation_1-mae:6881.95703 [63] validation_0-mae:6742.29883 validation_1-mae:6869.75977 [64] validation_0-mae:6733.23828 validation_1-mae:6862.29248 [65] validation_0-mae:6721.96533 validation_1-mae:6856.30664 [66] validation_0-mae:6708.03857 validation_1-mae:6843.65381 [67] validation_0-mae:6695.54883 validation_1-mae:6833.51562 [68] validation_0-mae:6684.63770 validation_1-mae:6824.52100 [69] validation_0-mae:6677.74805 validation_1-mae:6818.79932 [70] validation_0-mae:6668.08643 validation_1-mae:6810.71924 [71] validation_0-mae:6656.91943 validation_1-mae:6800.49219 [72] validation_0-mae:6639.05566 validation_1-mae:6788.97461 [73] validation_0-mae:6630.23926 validation_1-mae:6783.74072 [74] validation_0-mae:6619.91455 validation_1-mae:6776.42920 [75] validation_0-mae:6613.30322 validation_1-mae:6771.14111 [76] validation_0-mae:6606.87744 validation_1-mae:6769.14844 [77] validation_0-mae:6596.06299 validation_1-mae:6760.95166 [78] validation_0-mae:6587.00244 validation_1-mae:6755.24463 [79] validation_0-mae:6577.22705 validation_1-mae:6747.91357 [80] validation_0-mae:6569.25293 validation_1-mae:6743.83008 [81] validation_0-mae:6557.72754 validation_1-mae:6736.05127 [82] validation_0-mae:6550.16650 validation_1-mae:6731.64111 [83] validation_0-mae:6541.67334 validation_1-mae:6726.46436 [84] validation_0-mae:6534.57861 validation_1-mae:6723.21240 [85] validation_0-mae:6522.30469 validation_1-mae:6712.81201 [86] validation_0-mae:6516.62939 validation_1-mae:6709.58447 [87] validation_0-mae:6506.30762 validation_1-mae:6699.68994 [88] validation_0-mae:6499.25586 validation_1-mae:6692.81689 [89] validation_0-mae:6490.88867 validation_1-mae:6687.18945 [90] validation_0-mae:6480.83789 validation_1-mae:6681.10693 [91] validation_0-mae:6474.86279 validation_1-mae:6674.96240 [92] validation_0-mae:6468.99219 validation_1-mae:6671.90820 [93] validation_0-mae:6464.08984 validation_1-mae:6670.15234 [94] validation_0-mae:6458.43555 validation_1-mae:6664.99121 [95] validation_0-mae:6451.28662 validation_1-mae:6660.66162 [96] validation_0-mae:6436.92090 validation_1-mae:6650.11035 [97] validation_0-mae:6428.26660 validation_1-mae:6644.33838 [98] validation_0-mae:6420.84717 validation_1-mae:6638.07178 [99] validation_0-mae:6412.96240 validation_1-mae:6632.59228 [100] validation_0-mae:6409.21045 validation_1-mae:6631.11768 [101] validation_0-mae:6403.80078 validation_1-mae:6627.44043 [102] validation_0-mae:6397.61768 validation_1-mae:6624.00977 [103] validation_0-mae:6389.77978 validation_1-mae:6617.01465 [104] validation_0-mae:6384.37939 validation_1-mae:6614.58740 [105] validation_0-mae:6378.37549 validation_1-mae:6610.35205 [106] validation_0-mae:6370.93115 validation_1-mae:6605.94092 [107] validation_0-mae:6365.76025 validation_1-mae:6603.03564 [108] validation_0-mae:6361.91748 validation_1-mae:6600.62451 [109] validation_0-mae:6354.28125 validation_1-mae:6594.13623 [110] validation_0-mae:6351.30078 validation_1-mae:6591.71240 [111] validation_0-mae:6347.29492 validation_1-mae:6589.74609 [112] validation_0-mae:6341.31641 validation_1-mae:6586.26025 [113] validation_0-mae:6336.62451 validation_1-mae:6582.51514 [114] validation_0-mae:6328.85400 validation_1-mae:6576.68799 [115] validation_0-mae:6322.94971 validation_1-mae:6571.29932 [116] validation_0-mae:6316.48828 validation_1-mae:6565.61035 [117] validation_0-mae:6308.95801 validation_1-mae:6562.00684 [118] validation_0-mae:6305.45410 validation_1-mae:6557.55615 [119] validation_0-mae:6302.93066 validation_1-mae:6556.62256 [120] validation_0-mae:6298.40088 validation_1-mae:6553.82471 [121] validation_0-mae:6292.81055 validation_1-mae:6551.58936 [122] validation_0-mae:6288.00537 validation_1-mae:6549.29932 [123] validation_0-mae:6283.33984 validation_1-mae:6546.03516 [124] validation_0-mae:6274.34424 validation_1-mae:6538.36475 [125] validation_0-mae:6270.90332 validation_1-mae:6536.27588 [126] validation_0-mae:6264.05322 validation_1-mae:6535.94189 [127] validation_0-mae:6259.57861 validation_1-mae:6535.21191 [128] validation_0-mae:6257.70752 validation_1-mae:6533.88135 [129] validation_0-mae:6253.67432 validation_1-mae:6530.80811 [130] validation_0-mae:6249.41162 validation_1-mae:6529.08789 [131] validation_0-mae:6246.04297 validation_1-mae:6526.95459 [132] validation_0-mae:6240.51807 validation_1-mae:6524.44629 [133] validation_0-mae:6234.55420 validation_1-mae:6519.05078 [134] validation_0-mae:6227.93506 validation_1-mae:6514.65576 [135] validation_0-mae:6220.80713 validation_1-mae:6510.57178 [136] validation_0-mae:6217.32178 validation_1-mae:6509.88281 [137] validation_0-mae:6211.14307 validation_1-mae:6504.99902 [138] validation_0-mae:6205.63965 validation_1-mae:6501.60547 [139] validation_0-mae:6199.73779 validation_1-mae:6499.08740 [140] validation_0-mae:6195.84717 validation_1-mae:6498.11377 [141] validation_0-mae:6194.29541 validation_1-mae:6497.44434 [142] validation_0-mae:6190.44043 validation_1-mae:6494.31397 [143] validation_0-mae:6180.87842 validation_1-mae:6487.85547 [144] validation_0-mae:6173.69922 validation_1-mae:6485.04639 [145] validation_0-mae:6169.93018 validation_1-mae:6484.83008 [146] validation_0-mae:6160.92578 validation_1-mae:6477.95410 [147] validation_0-mae:6155.89258 validation_1-mae:6475.09131 [148] validation_0-mae:6154.08105 validation_1-mae:6474.31103 [149] validation_0-mae:6150.51611 validation_1-mae:6473.29980 [150] validation_0-mae:6148.42773 validation_1-mae:6471.59961 [151] validation_0-mae:6142.80078 validation_1-mae:6467.95898 [152] validation_0-mae:6138.89990 validation_1-mae:6465.67920 [153] validation_0-mae:6136.07373 validation_1-mae:6463.90137 [154] validation_0-mae:6130.80273 validation_1-mae:6462.74756 [155] validation_0-mae:6124.13135 validation_1-mae:6459.56689 [156] validation_0-mae:6120.61719 validation_1-mae:6458.85791 [157] validation_0-mae:6118.68408 validation_1-mae:6457.44873 [158] validation_0-mae:6113.94580 validation_1-mae:6456.12012 [159] validation_0-mae:6110.60596 validation_1-mae:6455.22949 [160] validation_0-mae:6106.73779 validation_1-mae:6451.95264 [161] validation_0-mae:6102.84326 validation_1-mae:6451.61523 [162] validation_0-mae:6099.38867 validation_1-mae:6450.31836 [163] validation_0-mae:6094.63867 validation_1-mae:6448.08447 [164] validation_0-mae:6090.71973 validation_1-mae:6447.15332 [165] validation_0-mae:6086.41504 validation_1-mae:6445.62451 [166] validation_0-mae:6080.63916 validation_1-mae:6441.62647 [167] validation_0-mae:6077.03955 validation_1-mae:6439.98584 [168] validation_0-mae:6071.37158 validation_1-mae:6437.42432 [169] validation_0-mae:6069.96387 validation_1-mae:6436.23291 [170] validation_0-mae:6065.46680 validation_1-mae:6434.43750 [171] validation_0-mae:6060.81885 validation_1-mae:6432.35986 [172] validation_0-mae:6056.45117 validation_1-mae:6430.14307 [173] validation_0-mae:6055.40772 validation_1-mae:6430.36670 [174] validation_0-mae:6051.95898 validation_1-mae:6428.17480 [175] validation_0-mae:6043.50488 validation_1-mae:6422.20850 [176] validation_0-mae:6040.85596 validation_1-mae:6420.35938 [177] validation_0-mae:6038.51221 validation_1-mae:6418.60889 [178] validation_0-mae:6036.43555 validation_1-mae:6418.36865 [179] validation_0-mae:6032.51025 validation_1-mae:6416.76611 [180] validation_0-mae:6027.89502 validation_1-mae:6413.48828 [181] validation_0-mae:6023.72412 validation_1-mae:6412.73926 [182] validation_0-mae:6022.33252 validation_1-mae:6412.50049 [183] validation_0-mae:6019.56885 validation_1-mae:6411.00830 [184] validation_0-mae:6017.99512 validation_1-mae:6411.00195 [185] validation_0-mae:6014.82861 validation_1-mae:6409.93799 [186] validation_0-mae:6010.49805 validation_1-mae:6407.60986 [187] validation_0-mae:6008.21240 validation_1-mae:6407.39111 [188] validation_0-mae:6005.27051 validation_1-mae:6406.53076 [189] validation_0-mae:6000.54395 validation_1-mae:6404.20264 [190] validation_0-mae:5997.13721 validation_1-mae:6401.63086 [191] validation_0-mae:5993.50781 validation_1-mae:6401.22754 [192] validation_0-mae:5992.02881 validation_1-mae:6400.97754 [193] validation_0-mae:5986.69580 validation_1-mae:6398.39648 [194] validation_0-mae:5982.21484 validation_1-mae:6394.46143 [195] validation_0-mae:5979.60840 validation_1-mae:6392.29932 [196] validation_0-mae:5976.58545 validation_1-mae:6391.21240 [197] validation_0-mae:5972.85889 validation_1-mae:6389.60449 [198] validation_0-mae:5968.06885 validation_1-mae:6386.70703 [199] validation_0-mae:5966.75195 validation_1-mae:6386.47461 [200] validation_0-mae:5964.23486 validation_1-mae:6384.57959 [201] validation_0-mae:5960.01758 validation_1-mae:6381.40186 [202] validation_0-mae:5957.28809 validation_1-mae:6380.08984 [203] validation_0-mae:5952.77588 validation_1-mae:6377.28516 [204] validation_0-mae:5951.12451 validation_1-mae:6377.18848 [205] validation_0-mae:5948.15625 validation_1-mae:6375.04541 [206] validation_0-mae:5946.35352 validation_1-mae:6373.49707 [207] validation_0-mae:5942.04932 validation_1-mae:6371.37988 [208] validation_0-mae:5939.85547 validation_1-mae:6370.72168 [209] validation_0-mae:5937.06982 validation_1-mae:6371.37549 [210] validation_0-mae:5934.58105 validation_1-mae:6371.25049 [211] validation_0-mae:5932.16455 validation_1-mae:6370.61328 [212] validation_0-mae:5925.21728 validation_1-mae:6367.36035 [213] validation_0-mae:5921.09863 validation_1-mae:6365.10107 [214] validation_0-mae:5917.68018 validation_1-mae:6363.36084 [215] validation_0-mae:5914.95166 validation_1-mae:6362.48877 [216] validation_0-mae:5912.22314 validation_1-mae:6360.33594 [217] validation_0-mae:5910.99561 validation_1-mae:6359.74756 [218] validation_0-mae:5906.40186 validation_1-mae:6358.13672 [219] validation_0-mae:5903.08350 validation_1-mae:6357.03467 [220] validation_0-mae:5901.09277 validation_1-mae:6356.39014 [221] validation_0-mae:5897.78613 validation_1-mae:6354.31494 [222] validation_0-mae:5893.69531 validation_1-mae:6352.75830 [223] validation_0-mae:5890.43115 validation_1-mae:6350.12402 [224] validation_0-mae:5887.10889 validation_1-mae:6348.37207 [225] validation_0-mae:5883.57227 validation_1-mae:6346.40332 [226] validation_0-mae:5880.32178 validation_1-mae:6346.13770 [227] validation_0-mae:5877.38574 validation_1-mae:6344.49463 [228] validation_0-mae:5875.21484 validation_1-mae:6344.33887 [229] validation_0-mae:5870.22607 validation_1-mae:6339.62256 [230] validation_0-mae:5867.10156 validation_1-mae:6337.59961 [231] validation_0-mae:5863.24951 validation_1-mae:6336.91895 [232] validation_0-mae:5859.68506 validation_1-mae:6335.56836 [233] validation_0-mae:5857.28223 validation_1-mae:6334.15332 [234] validation_0-mae:5855.72119 validation_1-mae:6333.31982 [235] validation_0-mae:5852.73633 validation_1-mae:6333.60156 [236] validation_0-mae:5850.14648 validation_1-mae:6333.15869 [237] validation_0-mae:5847.62988 validation_1-mae:6331.96533 [238] validation_0-mae:5841.99463 validation_1-mae:6327.27734 [239] validation_0-mae:5838.46728 validation_1-mae:6326.73291 [240] validation_0-mae:5837.35498 validation_1-mae:6326.32324 [241] validation_0-mae:5835.15430 validation_1-mae:6325.69092 [242] validation_0-mae:5832.43018 validation_1-mae:6324.67822 [243] validation_0-mae:5832.00000 validation_1-mae:6324.67871 [244] validation_0-mae:5827.97998 validation_1-mae:6321.25879 [245] validation_0-mae:5824.62012 validation_1-mae:6319.36279 [246] validation_0-mae:5822.52490 validation_1-mae:6318.40186 [247] validation_0-mae:5818.99805 validation_1-mae:6316.42432 [248] validation_0-mae:5816.72803 validation_1-mae:6316.14111 [249] validation_0-mae:5813.77686 validation_1-mae:6315.20117 [250] validation_0-mae:5807.84522 validation_1-mae:6312.86328 [251] validation_0-mae:5805.97900 validation_1-mae:6312.11084 [252] validation_0-mae:5803.93701 validation_1-mae:6312.09424 [253] validation_0-mae:5801.17090 validation_1-mae:6310.93555 [254] validation_0-mae:5799.09228 validation_1-mae:6310.54346 [255] validation_0-mae:5798.39307 validation_1-mae:6309.93799 [256] validation_0-mae:5796.19873 validation_1-mae:6308.50293 [257] validation_0-mae:5793.66113 validation_1-mae:6307.47461 [258] validation_0-mae:5790.81055 validation_1-mae:6306.38135 [259] validation_0-mae:5788.65772 validation_1-mae:6306.03760 [260] validation_0-mae:5786.12939 validation_1-mae:6304.89648 [261] validation_0-mae:5784.64697 validation_1-mae:6304.81787 [262] validation_0-mae:5782.35156 validation_1-mae:6304.71777 [263] validation_0-mae:5777.90625 validation_1-mae:6303.01660 [264] validation_0-mae:5773.85938 validation_1-mae:6301.08252 [265] validation_0-mae:5771.25928 validation_1-mae:6299.07422 [266] validation_0-mae:5770.37647 validation_1-mae:6299.24805 [267] validation_0-mae:5768.89600 validation_1-mae:6299.62744 [268] validation_0-mae:5765.11914 validation_1-mae:6297.61035 [269] validation_0-mae:5762.30908 validation_1-mae:6296.27197 [270] validation_0-mae:5759.66797 validation_1-mae:6294.95264 [271] validation_0-mae:5757.62256 validation_1-mae:6294.44189 [272] validation_0-mae:5754.33252 validation_1-mae:6293.18701 [273] validation_0-mae:5750.02881 validation_1-mae:6290.72607 [274] validation_0-mae:5746.90967 validation_1-mae:6288.49951 [275] validation_0-mae:5745.40723 validation_1-mae:6288.21191 [276] validation_0-mae:5742.26758 validation_1-mae:6287.29053 [277] validation_0-mae:5739.67139 validation_1-mae:6285.67871 [278] validation_0-mae:5737.13818 validation_1-mae:6285.75635 [279] validation_0-mae:5735.41064 validation_1-mae:6284.21875 [280] validation_0-mae:5732.35303 validation_1-mae:6281.61035 [281] validation_0-mae:5728.21582 validation_1-mae:6279.60547 [282] validation_0-mae:5725.53613 validation_1-mae:6278.18457 [283] validation_0-mae:5723.97363 validation_1-mae:6277.71728 [284] validation_0-mae:5722.17773 validation_1-mae:6277.37793 [285] validation_0-mae:5720.77051 validation_1-mae:6277.49609 [286] validation_0-mae:5718.23096 validation_1-mae:6276.27295 [287] validation_0-mae:5716.86279 validation_1-mae:6275.05225 [288] validation_0-mae:5714.67773 validation_1-mae:6274.04346 [289] validation_0-mae:5713.46191 validation_1-mae:6274.22119 [290] validation_0-mae:5710.52686 validation_1-mae:6273.79297 [291] validation_0-mae:5706.52686 validation_1-mae:6271.34473 [292] validation_0-mae:5700.24951 validation_1-mae:6268.00684 [293] validation_0-mae:5696.83350 validation_1-mae:6266.91797 [294] validation_0-mae:5692.45166 validation_1-mae:6265.09668 [295] validation_0-mae:5687.63672 validation_1-mae:6262.45898 [296] validation_0-mae:5686.31397 validation_1-mae:6262.04395 [297] validation_0-mae:5685.78906 validation_1-mae:6262.29883 [298] validation_0-mae:5682.67383 validation_1-mae:6261.63672 [299] validation_0-mae:5679.79346 validation_1-mae:6259.68311 [300] validation_0-mae:5675.09424 validation_1-mae:6258.02197 [301] validation_0-mae:5673.45215 validation_1-mae:6257.92676 [302] validation_0-mae:5672.49609 validation_1-mae:6257.59668 [303] validation_0-mae:5671.40527 validation_1-mae:6257.46387 [304] validation_0-mae:5669.01514 validation_1-mae:6256.32080 [305] validation_0-mae:5665.99609 validation_1-mae:6255.06787 [306] validation_0-mae:5662.70703 validation_1-mae:6254.01855 [307] validation_0-mae:5660.16797 validation_1-mae:6252.83057 [308] validation_0-mae:5658.50147 validation_1-mae:6251.98145 [309] validation_0-mae:5655.91357 validation_1-mae:6252.47607 [310] validation_0-mae:5654.00928 validation_1-mae:6250.97949 [311] validation_0-mae:5652.96191 validation_1-mae:6251.52490 [312] validation_0-mae:5650.53125 validation_1-mae:6250.60449 [313] validation_0-mae:5644.87647 validation_1-mae:6247.30664 [314] validation_0-mae:5639.73193 validation_1-mae:6244.53955 [315] validation_0-mae:5638.68359 validation_1-mae:6244.00537 [316] validation_0-mae:5636.24756 validation_1-mae:6242.94092 [317] validation_0-mae:5634.23047 validation_1-mae:6241.70215 [318] validation_0-mae:5633.24219 validation_1-mae:6241.63818 [319] validation_0-mae:5631.14844 validation_1-mae:6240.69141 [320] validation_0-mae:5630.18506 validation_1-mae:6240.62695 [321] validation_0-mae:5627.73828 validation_1-mae:6239.22168 [322] validation_0-mae:5625.22607 validation_1-mae:6239.38330 [323] validation_0-mae:5621.66553 validation_1-mae:6237.43603 [324] validation_0-mae:5617.91406 validation_1-mae:6236.07568 [325] validation_0-mae:5615.75488 validation_1-mae:6235.62158 [326] validation_0-mae:5614.10938 validation_1-mae:6234.95410 [327] validation_0-mae:5611.97607 validation_1-mae:6233.70508 [328] validation_0-mae:5607.76514 validation_1-mae:6231.73145 [329] validation_0-mae:5605.71045 validation_1-mae:6231.38770 [330] validation_0-mae:5603.78516 validation_1-mae:6230.64795 [331] validation_0-mae:5599.69482 validation_1-mae:6230.85156 [332] validation_0-mae:5595.49219 validation_1-mae:6229.66211 [333] validation_0-mae:5594.76074 validation_1-mae:6229.61670 [334] validation_0-mae:5590.32764 validation_1-mae:6226.81397 [335] validation_0-mae:5588.30664 validation_1-mae:6226.17383 [336] validation_0-mae:5586.13721 validation_1-mae:6225.94824 [337] validation_0-mae:5583.74609 validation_1-mae:6224.49170 [338] validation_0-mae:5582.65527 validation_1-mae:6223.98633 [339] validation_0-mae:5579.21973 validation_1-mae:6222.13672 [340] validation_0-mae:5577.61914 validation_1-mae:6221.64160 [341] validation_0-mae:5574.12305 validation_1-mae:6220.86377 [342] validation_0-mae:5570.96973 validation_1-mae:6219.63477 [343] validation_0-mae:5569.69336 validation_1-mae:6219.19434 [344] validation_0-mae:5567.61084 validation_1-mae:6218.00781 [345] validation_0-mae:5565.92676 validation_1-mae:6217.52344 [346] validation_0-mae:5565.50635 validation_1-mae:6217.91260 [347] validation_0-mae:5561.69434 validation_1-mae:6216.29443 [348] validation_0-mae:5557.94922 validation_1-mae:6213.54248 [349] validation_0-mae:5555.96777 validation_1-mae:6212.37061 [350] validation_0-mae:5555.14941 validation_1-mae:6212.48682 [351] validation_0-mae:5554.13770 validation_1-mae:6212.14941 [352] validation_0-mae:5552.85742 validation_1-mae:6212.20996 [353] validation_0-mae:5548.49707 validation_1-mae:6210.16553 [354] validation_0-mae:5541.80859 validation_1-mae:6205.87402 [355] validation_0-mae:5538.39453 validation_1-mae:6204.88623 [356] validation_0-mae:5535.92090 validation_1-mae:6203.79443 [357] validation_0-mae:5535.17969 validation_1-mae:6202.99561 [358] validation_0-mae:5531.95410 validation_1-mae:6202.77051 [359] validation_0-mae:5531.02344 validation_1-mae:6202.54395 [360] validation_0-mae:5528.28320 validation_1-mae:6200.49219 [361] validation_0-mae:5524.44482 validation_1-mae:6199.24023 [362] validation_0-mae:5522.44141 validation_1-mae:6198.32959 [363] validation_0-mae:5521.54590 validation_1-mae:6198.55713 [364] validation_0-mae:5519.20264 validation_1-mae:6198.83594 [365] validation_0-mae:5513.27441 validation_1-mae:6196.51953 [366] validation_0-mae:5511.11328 validation_1-mae:6195.27881 [367] validation_0-mae:5508.79102 validation_1-mae:6194.47852 [368] validation_0-mae:5507.25732 validation_1-mae:6194.38379 [369] validation_0-mae:5506.60400 validation_1-mae:6194.33252 [370] validation_0-mae:5504.83252 validation_1-mae:6193.67529 [371] validation_0-mae:5504.58447 validation_1-mae:6193.78857 [372] validation_0-mae:5503.25342 validation_1-mae:6193.25391 [373] validation_0-mae:5500.03223 validation_1-mae:6191.67383 [374] validation_0-mae:5494.50244 validation_1-mae:6189.86328 [375] validation_0-mae:5492.64062 validation_1-mae:6189.06787 [376] validation_0-mae:5487.92920 validation_1-mae:6187.75098 [377] validation_0-mae:5486.92041 validation_1-mae:6187.43799 [378] validation_0-mae:5484.30176 validation_1-mae:6187.15283 [379] validation_0-mae:5482.83252 validation_1-mae:6186.74219 [380] validation_0-mae:5479.31250 validation_1-mae:6185.20312 [381] validation_0-mae:5477.38379 validation_1-mae:6185.30957 [382] validation_0-mae:5475.08496 validation_1-mae:6185.30029 [383] validation_0-mae:5473.53711 validation_1-mae:6185.03467 [384] validation_0-mae:5472.14355 validation_1-mae:6185.23535 [385] validation_0-mae:5471.42578 validation_1-mae:6185.62500 [386] validation_0-mae:5470.39355 validation_1-mae:6185.30859 [387] validation_0-mae:5467.99853 validation_1-mae:6185.02344 [388] validation_0-mae:5465.07812 validation_1-mae:6183.70557 [389] validation_0-mae:5461.36279 validation_1-mae:6181.15625 [390] validation_0-mae:5456.09375 validation_1-mae:6179.67090 [391] validation_0-mae:5452.53467 validation_1-mae:6177.97559 [392] validation_0-mae:5448.90723 validation_1-mae:6176.61768 [393] validation_0-mae:5448.10205 validation_1-mae:6176.83154 [394] validation_0-mae:5444.87891 validation_1-mae:6175.55225 [395] validation_0-mae:5441.54443 validation_1-mae:6174.70703 [396] validation_0-mae:5439.07373 validation_1-mae:6174.26807 [397] validation_0-mae:5438.02832 validation_1-mae:6174.69238 [398] validation_0-mae:5437.69727 validation_1-mae:6174.66748 [399] validation_0-mae:5435.72852 validation_1-mae:6174.55566 [400] validation_0-mae:5434.41992 validation_1-mae:6174.77637 [401] validation_0-mae:5430.74902 validation_1-mae:6173.14209 [402] validation_0-mae:5426.27148 validation_1-mae:6171.65478 [403] validation_0-mae:5424.76611 validation_1-mae:6171.60742 [404] validation_0-mae:5423.13086 validation_1-mae:6170.05859 [405] validation_0-mae:5420.32275 validation_1-mae:6168.32568 [406] validation_0-mae:5416.88330 validation_1-mae:6167.59912 [407] validation_0-mae:5414.54492 validation_1-mae:6167.63574 [408] validation_0-mae:5413.10791 validation_1-mae:6166.70312 [409] validation_0-mae:5412.06738 validation_1-mae:6166.39648 [410] validation_0-mae:5411.60303 validation_1-mae:6166.11963 [411] validation_0-mae:5407.87939 validation_1-mae:6165.12500 [412] validation_0-mae:5402.00684 validation_1-mae:6162.18066 [413] validation_0-mae:5399.80127 validation_1-mae:6163.38037 [414] validation_0-mae:5397.38721 validation_1-mae:6162.39062 [415] validation_0-mae:5396.36914 validation_1-mae:6162.12158 [416] validation_0-mae:5395.40772 validation_1-mae:6161.54443 [417] validation_0-mae:5393.97803 validation_1-mae:6160.62012 [418] validation_0-mae:5391.37842 validation_1-mae:6159.45752 [419] validation_0-mae:5389.21387 validation_1-mae:6158.53467 [420] validation_0-mae:5387.40039 validation_1-mae:6158.48633 [421] validation_0-mae:5386.75439 validation_1-mae:6158.53662 [422] validation_0-mae:5385.08643 validation_1-mae:6157.89258 [423] validation_0-mae:5383.31299 validation_1-mae:6157.95605 [424] validation_0-mae:5381.18506 validation_1-mae:6157.22949 [425] validation_0-mae:5378.85303 validation_1-mae:6156.66797 [426] validation_0-mae:5376.06201 validation_1-mae:6155.50977 [427] validation_0-mae:5373.84033 validation_1-mae:6153.91992 [428] validation_0-mae:5373.00098 validation_1-mae:6153.65478 [429] validation_0-mae:5371.79053 validation_1-mae:6153.30615 [430] validation_0-mae:5370.63770 validation_1-mae:6153.45703 [431] validation_0-mae:5368.35889 validation_1-mae:6151.76855 [432] validation_0-mae:5366.30908 validation_1-mae:6153.00391 [433] validation_0-mae:5363.87549 validation_1-mae:6152.37353 [434] validation_0-mae:5362.50928 validation_1-mae:6151.30762 [435] validation_0-mae:5361.04102 validation_1-mae:6151.57178 [436] validation_0-mae:5359.66113 validation_1-mae:6151.73486 [437] validation_0-mae:5357.11621 validation_1-mae:6151.04541 [438] validation_0-mae:5353.61816 validation_1-mae:6150.15332 [439] validation_0-mae:5350.79541 validation_1-mae:6148.99170 [440] validation_0-mae:5349.08936 validation_1-mae:6148.96191 [441] validation_0-mae:5348.61670 validation_1-mae:6148.94287 [442] validation_0-mae:5346.78857 validation_1-mae:6147.89600 [443] validation_0-mae:5345.87207 validation_1-mae:6147.82129 [444] validation_0-mae:5343.47314 validation_1-mae:6146.82373 [445] validation_0-mae:5342.19287 validation_1-mae:6147.30371 [446] validation_0-mae:5339.71680 validation_1-mae:6146.63672 [447] validation_0-mae:5338.23340 validation_1-mae:6146.24805 [448] validation_0-mae:5336.18066 validation_1-mae:6146.05127 [449] validation_0-mae:5333.51953 validation_1-mae:6145.64893 [450] validation_0-mae:5331.42578 validation_1-mae:6144.79053 [451] validation_0-mae:5330.25195 validation_1-mae:6144.14844 [452] validation_0-mae:5327.81348 validation_1-mae:6143.52490 [453] validation_0-mae:5327.69775 validation_1-mae:6143.63135 [454] validation_0-mae:5325.44092 validation_1-mae:6143.17627 [455] validation_0-mae:5324.99853 validation_1-mae:6143.01953 [456] validation_0-mae:5323.44531 validation_1-mae:6142.97852 [457] validation_0-mae:5321.67041 validation_1-mae:6142.94531 [458] validation_0-mae:5320.56787 validation_1-mae:6142.34033 [459] validation_0-mae:5318.00439 validation_1-mae:6141.22510 [460] validation_0-mae:5314.40088 validation_1-mae:6141.54834 [461] validation_0-mae:5312.30908 validation_1-mae:6140.74707 [462] validation_0-mae:5310.61133 validation_1-mae:6140.81934 [463] validation_0-mae:5309.33057 validation_1-mae:6140.74268 [464] validation_0-mae:5308.61133 validation_1-mae:6140.73828 [465] validation_0-mae:5305.91455 validation_1-mae:6139.20508 [466] validation_0-mae:5303.12598 validation_1-mae:6138.84033 [467] validation_0-mae:5300.91162 validation_1-mae:6138.14355 [468] validation_0-mae:5298.64111 validation_1-mae:6138.17480 [469] validation_0-mae:5296.26758 validation_1-mae:6137.40039 [470] validation_0-mae:5291.85742 validation_1-mae:6134.25147 [471] validation_0-mae:5289.67822 validation_1-mae:6133.91650 [472] validation_0-mae:5288.04053 validation_1-mae:6133.42041 [473] validation_0-mae:5285.91699 validation_1-mae:6132.97314 [474] validation_0-mae:5285.49121 validation_1-mae:6132.66748 [475] validation_0-mae:5283.95264 validation_1-mae:6132.32861 [476] validation_0-mae:5281.45850 validation_1-mae:6131.68311 [477] validation_0-mae:5279.77881 validation_1-mae:6131.73291 [478] validation_0-mae:5278.15039 validation_1-mae:6131.25537 [479] validation_0-mae:5277.34961 validation_1-mae:6131.75732 [480] validation_0-mae:5276.63232 validation_1-mae:6131.73291 [481] validation_0-mae:5274.49170 validation_1-mae:6131.47022 [482] validation_0-mae:5273.25000 validation_1-mae:6131.93506 [483] validation_0-mae:5272.13330 validation_1-mae:6131.95410 [484] validation_0-mae:5271.38135 validation_1-mae:6131.64697 [485] validation_0-mae:5269.93408 validation_1-mae:6130.61816 [486] validation_0-mae:5268.66113 validation_1-mae:6130.54492 [487] validation_0-mae:5267.90576 validation_1-mae:6130.98291 [488] validation_0-mae:5264.80225 validation_1-mae:6128.78223 [489] validation_0-mae:5263.87988 validation_1-mae:6129.06299 [490] validation_0-mae:5262.67773 validation_1-mae:6128.67529 [491] validation_0-mae:5261.03760 validation_1-mae:6128.98193 [492] validation_0-mae:5260.90527 validation_1-mae:6129.02978 [493] validation_0-mae:5259.02930 validation_1-mae:6128.53369 [494] validation_0-mae:5258.04883 validation_1-mae:6128.52734 [495] validation_0-mae:5257.47559 validation_1-mae:6128.47900 [496] validation_0-mae:5256.20996 validation_1-mae:6128.71436 [497] validation_0-mae:5255.31250 validation_1-mae:6128.15430 [498] validation_0-mae:5254.37256 validation_1-mae:6128.00293 [499] validation_0-mae:5253.42920 validation_1-mae:6127.87109 [500] validation_0-mae:5253.17041 validation_1-mae:6127.87207 [501] validation_0-mae:5252.07715 validation_1-mae:6128.28613 [502] validation_0-mae:5249.19922 validation_1-mae:6126.32959 [503] validation_0-mae:5247.15527 validation_1-mae:6125.03760 [504] validation_0-mae:5245.33447 validation_1-mae:6123.85840 [505] validation_0-mae:5244.24023 validation_1-mae:6123.60303 [506] validation_0-mae:5240.53174 validation_1-mae:6122.22607 [507] validation_0-mae:5238.38135 validation_1-mae:6121.32617 [508] validation_0-mae:5236.88281 validation_1-mae:6121.16699 [509] validation_0-mae:5236.01416 validation_1-mae:6120.87988 [510] validation_0-mae:5234.18213 validation_1-mae:6121.36133 [511] validation_0-mae:5233.51953 validation_1-mae:6121.54199 [512] validation_0-mae:5231.60352 validation_1-mae:6121.24707 [513] validation_0-mae:5229.89795 validation_1-mae:6120.97070 [514] validation_0-mae:5227.16895 validation_1-mae:6119.66846 [515] validation_0-mae:5224.88330 validation_1-mae:6118.60059 [516] validation_0-mae:5222.41650 validation_1-mae:6117.68457 [517] validation_0-mae:5220.40820 validation_1-mae:6117.29590 [518] validation_0-mae:5216.48438 validation_1-mae:6115.63037 [519] validation_0-mae:5214.72705 validation_1-mae:6116.31397 [520] validation_0-mae:5213.46631 validation_1-mae:6116.23682 [521] validation_0-mae:5209.96582 validation_1-mae:6115.06689 [522] validation_0-mae:5208.12549 validation_1-mae:6114.49561 [523] validation_0-mae:5207.40869 validation_1-mae:6114.32129 [524] validation_0-mae:5206.09522 validation_1-mae:6113.57910 [525] validation_0-mae:5203.68262 validation_1-mae:6114.30322 [526] validation_0-mae:5202.82715 validation_1-mae:6113.98486 [527] validation_0-mae:5200.55322 validation_1-mae:6113.50342 [528] validation_0-mae:5198.86865 validation_1-mae:6113.32568 [529] validation_0-mae:5198.79053 validation_1-mae:6113.35742 [530] validation_0-mae:5196.56494 validation_1-mae:6112.39014 [531] validation_0-mae:5195.08838 validation_1-mae:6112.47949 [532] validation_0-mae:5191.34814 validation_1-mae:6111.71436 [533] validation_0-mae:5189.77978 validation_1-mae:6111.34619 [534] validation_0-mae:5188.06494 validation_1-mae:6111.18408 [535] validation_0-mae:5187.06934 validation_1-mae:6111.29395 [536] validation_0-mae:5184.92578 validation_1-mae:6110.67480 [537] validation_0-mae:5184.23096 validation_1-mae:6110.44238 [538] validation_0-mae:5183.18311 validation_1-mae:6110.61768 [539] validation_0-mae:5180.83105 validation_1-mae:6109.42822 [540] validation_0-mae:5178.10352 validation_1-mae:6108.27100 [541] validation_0-mae:5175.35645 validation_1-mae:6107.18506 [542] validation_0-mae:5173.65186 validation_1-mae:6106.29688 [543] validation_0-mae:5172.17822 validation_1-mae:6106.55127 [544] validation_0-mae:5171.48486 validation_1-mae:6106.42725 [545] validation_0-mae:5170.34814 validation_1-mae:6105.95068 [546] validation_0-mae:5167.08887 validation_1-mae:6105.08008 [547] validation_0-mae:5164.89893 validation_1-mae:6104.23145 [548] validation_0-mae:5162.05615 validation_1-mae:6104.87549 [549] validation_0-mae:5159.19092 validation_1-mae:6103.57373 [550] validation_0-mae:5157.13818 validation_1-mae:6102.81348 [551] validation_0-mae:5154.14355 validation_1-mae:6101.15869 [552] validation_0-mae:5151.84424 validation_1-mae:6101.11182 [553] validation_0-mae:5149.28613 validation_1-mae:6101.41406 [554] validation_0-mae:5147.46094 validation_1-mae:6101.05078 [555] validation_0-mae:5146.22363 validation_1-mae:6100.54443 [556] validation_0-mae:5142.90625 validation_1-mae:6100.55469 [557] validation_0-mae:5142.27002 validation_1-mae:6100.09863 [558] validation_0-mae:5140.51270 validation_1-mae:6100.23535 [559] validation_0-mae:5140.11084 validation_1-mae:6100.01367 [560] validation_0-mae:5139.64795 validation_1-mae:6100.13916 [561] validation_0-mae:5137.81201 validation_1-mae:6100.34180 [562] validation_0-mae:5135.85449 validation_1-mae:6099.78516 [563] validation_0-mae:5133.20166 validation_1-mae:6098.84912 [564] validation_0-mae:5132.13770 validation_1-mae:6099.30469 [565] validation_0-mae:5130.48096 validation_1-mae:6098.51953 [566] validation_0-mae:5129.15478 validation_1-mae:6097.97217 [567] validation_0-mae:5127.62647 validation_1-mae:6097.62549 [568] validation_0-mae:5126.70117 validation_1-mae:6097.99170 [569] validation_0-mae:5126.34375 validation_1-mae:6098.14160 [570] validation_0-mae:5124.27295 validation_1-mae:6097.65674 [571] validation_0-mae:5122.38330 validation_1-mae:6097.21387 [572] validation_0-mae:5118.69385 validation_1-mae:6095.75830 [573] validation_0-mae:5117.65869 validation_1-mae:6095.72754 [574] validation_0-mae:5116.49707 validation_1-mae:6095.36230 [575] validation_0-mae:5115.07568 validation_1-mae:6094.69775 [576] validation_0-mae:5114.04150 validation_1-mae:6094.75049 [577] validation_0-mae:5113.74023 validation_1-mae:6094.89648 [578] validation_0-mae:5111.99561 validation_1-mae:6093.98682 [579] validation_0-mae:5109.49170 validation_1-mae:6093.49853 [580] validation_0-mae:5108.49414 validation_1-mae:6093.56250 [581] validation_0-mae:5106.64941 validation_1-mae:6093.30615 [582] validation_0-mae:5105.75732 validation_1-mae:6093.54346 [583] validation_0-mae:5105.63037 validation_1-mae:6093.67480 [584] validation_0-mae:5104.12353 validation_1-mae:6094.05127 [585] validation_0-mae:5100.07520 validation_1-mae:6091.74219 [586] validation_0-mae:5098.34619 validation_1-mae:6090.93018 [587] validation_0-mae:5097.39160 validation_1-mae:6090.38232 [588] validation_0-mae:5095.65967 validation_1-mae:6090.13721 [589] validation_0-mae:5093.20801 validation_1-mae:6088.89990 [590] validation_0-mae:5090.79346 validation_1-mae:6087.55273 [591] validation_0-mae:5087.51904 validation_1-mae:6086.69580 [592] validation_0-mae:5084.97022 validation_1-mae:6086.18066 [593] validation_0-mae:5081.97998 validation_1-mae:6084.68115 [594] validation_0-mae:5080.19189 validation_1-mae:6085.66504 [595] validation_0-mae:5078.60303 validation_1-mae:6084.70703 [596] validation_0-mae:5076.82764 validation_1-mae:6084.86865 [597] validation_0-mae:5074.91504 validation_1-mae:6084.78223 [598] validation_0-mae:5073.93652 validation_1-mae:6084.50781 [599] validation_0-mae:5071.71728 validation_1-mae:6083.88477 [600] validation_0-mae:5070.14600 validation_1-mae:6083.56836 [601] validation_0-mae:5068.47949 validation_1-mae:6083.43555 [602] validation_0-mae:5066.78955 validation_1-mae:6083.10010 [603] validation_0-mae:5063.53272 validation_1-mae:6083.62012 [604] validation_0-mae:5060.93018 validation_1-mae:6083.72363 [605] validation_0-mae:5059.66602 validation_1-mae:6083.33789 [606] validation_0-mae:5058.07080 validation_1-mae:6083.15430 [607] validation_0-mae:5056.70020 validation_1-mae:6082.27344 [608] validation_0-mae:5054.69727 validation_1-mae:6082.28613 [609] validation_0-mae:5053.65186 validation_1-mae:6082.16650 [610] validation_0-mae:5052.02734 validation_1-mae:6082.44385 [611] validation_0-mae:5051.66748 validation_1-mae:6082.36182 [612] validation_0-mae:5050.10596 validation_1-mae:6081.48389 [613] validation_0-mae:5048.39160 validation_1-mae:6080.91064 [614] validation_0-mae:5046.59912 validation_1-mae:6080.61133 [615] validation_0-mae:5045.30176 validation_1-mae:6080.12549 [616] validation_0-mae:5044.48438 validation_1-mae:6079.84717 [617] validation_0-mae:5042.62402 validation_1-mae:6079.20117 [618] validation_0-mae:5039.85986 validation_1-mae:6079.01074 [619] validation_0-mae:5038.24561 validation_1-mae:6078.72900 [620] validation_0-mae:5036.61035 validation_1-mae:6078.65234 [621] validation_0-mae:5035.64844 validation_1-mae:6078.45068 [622] validation_0-mae:5034.93555 validation_1-mae:6078.47412 [623] validation_0-mae:5033.85352 validation_1-mae:6078.37842 [624] validation_0-mae:5032.69385 validation_1-mae:6078.17969 [625] validation_0-mae:5030.55762 validation_1-mae:6077.36084 [626] validation_0-mae:5028.82715 validation_1-mae:6077.40234 [627] validation_0-mae:5026.66553 validation_1-mae:6077.33887 [628] validation_0-mae:5025.19287 validation_1-mae:6077.83252 [629] validation_0-mae:5023.75830 validation_1-mae:6077.18359 [630] validation_0-mae:5022.43848 validation_1-mae:6076.93897 [631] validation_0-mae:5019.73730 validation_1-mae:6075.64404 [632] validation_0-mae:5017.38232 validation_1-mae:6075.01318 [633] validation_0-mae:5016.44287 validation_1-mae:6074.46582 [634] validation_0-mae:5014.59228 validation_1-mae:6074.76611 [635] validation_0-mae:5013.07812 validation_1-mae:6074.75049 [636] validation_0-mae:5010.16650 validation_1-mae:6073.90674 [637] validation_0-mae:5009.01172 validation_1-mae:6073.60645 [638] validation_0-mae:5007.49121 validation_1-mae:6073.09473 [639] validation_0-mae:5005.67383 validation_1-mae:6072.00830 [640] validation_0-mae:5004.09228 validation_1-mae:6071.24902 [641] validation_0-mae:5003.00977 validation_1-mae:6071.09228 [642] validation_0-mae:5002.01416 validation_1-mae:6070.64844 [643] validation_0-mae:5000.66357 validation_1-mae:6070.07471 [644] validation_0-mae:4999.53906 validation_1-mae:6070.13428 [645] validation_0-mae:4997.87500 validation_1-mae:6069.83350 [646] validation_0-mae:4996.88672 validation_1-mae:6070.19727 [647] validation_0-mae:4994.48535 validation_1-mae:6070.05713 [648] validation_0-mae:4992.19287 validation_1-mae:6069.76758 [649] validation_0-mae:4990.61670 validation_1-mae:6069.45264 [650] validation_0-mae:4989.38867 validation_1-mae:6069.36475 [651] validation_0-mae:4988.62109 validation_1-mae:6068.93701 [652] validation_0-mae:4987.73730 validation_1-mae:6068.26562 [653] validation_0-mae:4985.82666 validation_1-mae:6067.80225 [654] validation_0-mae:4984.77393 validation_1-mae:6067.98682 [655] validation_0-mae:4983.33252 validation_1-mae:6068.29590 [656] validation_0-mae:4982.02002 validation_1-mae:6068.33057 [657] validation_0-mae:4980.62549 validation_1-mae:6068.13477 [658] validation_0-mae:4979.58447 validation_1-mae:6068.56885 [659] validation_0-mae:4978.35889 validation_1-mae:6069.16895 [660] validation_0-mae:4975.63867 validation_1-mae:6070.19531 [661] validation_0-mae:4974.96728 validation_1-mae:6070.28516 [662] validation_0-mae:4973.23291 validation_1-mae:6069.74072 [663] validation_0-mae:4972.95215 validation_1-mae:6069.66650 [664] validation_0-mae:4971.66553 validation_1-mae:6069.38818 [665] validation_0-mae:4971.42041 validation_1-mae:6069.38184 [666] validation_0-mae:4969.79004 validation_1-mae:6069.11084 [667] validation_0-mae:4968.82812 validation_1-mae:6069.00293 [668] validation_0-mae:4967.29492 validation_1-mae:6068.70654 [669] validation_0-mae:4967.24121 validation_1-mae:6068.73682 [670] validation_0-mae:4966.12842 validation_1-mae:6068.56787 [671] validation_0-mae:4965.00928 validation_1-mae:6069.20459 [672] validation_0-mae:4962.99756 validation_1-mae:6068.28369 [673] validation_0-mae:4962.02393 validation_1-mae:6068.48633 [674] validation_0-mae:4959.81348 validation_1-mae:6067.80908 [675] validation_0-mae:4958.30176 validation_1-mae:6067.07129 [676] validation_0-mae:4956.84619 validation_1-mae:6067.11084 [677] validation_0-mae:4955.03467 validation_1-mae:6066.61182 [678] validation_0-mae:4954.49707 validation_1-mae:6066.40039 [679] validation_0-mae:4952.91064 validation_1-mae:6066.15332 [680] validation_0-mae:4951.70264 validation_1-mae:6065.68897 [681] validation_0-mae:4950.92334 validation_1-mae:6065.36572 [682] validation_0-mae:4949.65918 validation_1-mae:6065.40381 [683] validation_0-mae:4948.91406 validation_1-mae:6065.25781 [684] validation_0-mae:4947.86572 validation_1-mae:6065.21728 [685] validation_0-mae:4947.04395 validation_1-mae:6065.00781 [686] validation_0-mae:4945.21436 validation_1-mae:6064.80371 [687] validation_0-mae:4942.41406 validation_1-mae:6063.91455 [688] validation_0-mae:4939.03467 validation_1-mae:6063.68555 [689] validation_0-mae:4937.48779 validation_1-mae:6063.44092 [690] validation_0-mae:4935.42285 validation_1-mae:6062.52686 [691] validation_0-mae:4934.00293 validation_1-mae:6062.20312 [692] validation_0-mae:4932.68750 validation_1-mae:6061.40186 [693] validation_0-mae:4931.61084 validation_1-mae:6061.15527 [694] validation_0-mae:4930.18115 validation_1-mae:6061.23926 [695] validation_0-mae:4929.30371 validation_1-mae:6060.52051 [696] validation_0-mae:4929.04785 validation_1-mae:6060.47559 [697] validation_0-mae:4928.29004 validation_1-mae:6059.69824 [698] validation_0-mae:4926.13525 validation_1-mae:6059.96631 [699] validation_0-mae:4924.99268 validation_1-mae:6060.04248 [700] validation_0-mae:4923.79785 validation_1-mae:6059.83203 [701] validation_0-mae:4922.73242 validation_1-mae:6060.20117 [702] validation_0-mae:4921.44971 validation_1-mae:6060.10498 [703] validation_0-mae:4920.06348 validation_1-mae:6059.58691 [704] validation_0-mae:4919.98730 validation_1-mae:6059.44678 [705] validation_0-mae:4919.94385 validation_1-mae:6059.48291 [706] validation_0-mae:4919.00342 validation_1-mae:6059.42285 [707] validation_0-mae:4918.40625 validation_1-mae:6059.35303 [708] validation_0-mae:4917.30615 validation_1-mae:6059.46728 [709] validation_0-mae:4916.18652 validation_1-mae:6059.22803 [710] validation_0-mae:4913.94775 validation_1-mae:6058.66260 [711] validation_0-mae:4913.43359 validation_1-mae:6058.70264 [712] validation_0-mae:4912.17285 validation_1-mae:6058.83936 [713] validation_0-mae:4910.96875 validation_1-mae:6059.02100 [714] validation_0-mae:4908.98730 validation_1-mae:6059.03760 [715] validation_0-mae:4908.40234 validation_1-mae:6058.90137 [716] validation_0-mae:4906.76465 validation_1-mae:6058.48047 [717] validation_0-mae:4905.41357 validation_1-mae:6058.43555 [718] validation_0-mae:4903.58350 validation_1-mae:6057.78711 [719] validation_0-mae:4901.16650 validation_1-mae:6058.29834 [720] validation_0-mae:4900.43848 validation_1-mae:6058.98145 [721] validation_0-mae:4899.89893 validation_1-mae:6058.98730 [722] validation_0-mae:4899.60693 validation_1-mae:6058.56836 [723] validation_0-mae:4899.27881 validation_1-mae:6058.38672 [724] validation_0-mae:4897.51660 validation_1-mae:6058.58350 [725] validation_0-mae:4896.01221 validation_1-mae:6058.39111 [726] validation_0-mae:4894.98877 validation_1-mae:6058.28564 [727] validation_0-mae:4893.83594 validation_1-mae:6058.10498 [728] validation_0-mae:4893.33740 validation_1-mae:6058.36670 [729] validation_0-mae:4892.83789 validation_1-mae:6058.38965 [730] validation_0-mae:4891.96582 validation_1-mae:6058.48828 [731] validation_0-mae:4888.67529 validation_1-mae:6057.65869 [732] validation_0-mae:4886.47754 validation_1-mae:6057.43457 [733] validation_0-mae:4885.73242 validation_1-mae:6057.08252 [734] validation_0-mae:4884.45068 validation_1-mae:6057.23926 [735] validation_0-mae:4882.37353 validation_1-mae:6057.78467 [736] validation_0-mae:4879.98340 validation_1-mae:6057.37305 [737] validation_0-mae:4878.37158 validation_1-mae:6056.87939 [738] validation_0-mae:4877.80566 validation_1-mae:6057.06152 [739] validation_0-mae:4875.89307 validation_1-mae:6057.47852 [740] validation_0-mae:4874.95508 validation_1-mae:6057.55518 [741] validation_0-mae:4873.52881 validation_1-mae:6057.31152 [742] validation_0-mae:4872.23145 validation_1-mae:6057.13477 [743] validation_0-mae:4871.07568 validation_1-mae:6056.99609 [744] validation_0-mae:4870.89893 validation_1-mae:6056.95752 [745] validation_0-mae:4870.43848 validation_1-mae:6056.79199 [746] validation_0-mae:4869.11621 validation_1-mae:6056.41504 [747] validation_0-mae:4866.53320 validation_1-mae:6056.15723 [748] validation_0-mae:4865.41357 validation_1-mae:6055.58057 [749] validation_0-mae:4863.47900 validation_1-mae:6055.71582 [750] validation_0-mae:4861.04004 validation_1-mae:6055.37891 [751] validation_0-mae:4858.83740 validation_1-mae:6054.68506 [752] validation_0-mae:4857.88965 validation_1-mae:6054.82227 [753] validation_0-mae:4856.11426 validation_1-mae:6055.04541 [754] validation_0-mae:4855.51025 validation_1-mae:6055.30518 [755] validation_0-mae:4854.42383 validation_1-mae:6055.32373 [756] validation_0-mae:4852.36621 validation_1-mae:6054.48486 [757] validation_0-mae:4850.58691 validation_1-mae:6054.19336 [758] validation_0-mae:4850.39893 validation_1-mae:6054.28613 [759] validation_0-mae:4848.95703 validation_1-mae:6053.92383 [760] validation_0-mae:4847.79004 validation_1-mae:6053.36230 [761] validation_0-mae:4846.88232 validation_1-mae:6052.82178 [762] validation_0-mae:4845.21631 validation_1-mae:6051.93164 [763] validation_0-mae:4842.82764 validation_1-mae:6050.38379 [764] validation_0-mae:4841.45508 validation_1-mae:6050.63477 [765] validation_0-mae:4840.76514 validation_1-mae:6050.92139 [766] validation_0-mae:4838.65088 validation_1-mae:6051.18359 [767] validation_0-mae:4836.22803 validation_1-mae:6050.45752 [768] validation_0-mae:4835.43506 validation_1-mae:6050.48438 [769] validation_0-mae:4834.22900 validation_1-mae:6050.15332 [770] validation_0-mae:4832.55859 validation_1-mae:6050.13330 [771] validation_0-mae:4830.66650 validation_1-mae:6049.43262 [772] validation_0-mae:4829.35400 validation_1-mae:6049.31006 [773] validation_0-mae:4828.19336 validation_1-mae:6048.62891 [774] validation_0-mae:4826.09912 validation_1-mae:6047.98340 [775] validation_0-mae:4823.52881 validation_1-mae:6048.27783 [776] validation_0-mae:4822.18506 validation_1-mae:6048.34619 [777] validation_0-mae:4821.18603 validation_1-mae:6048.14404 [778] validation_0-mae:4820.43945 validation_1-mae:6047.68164 [779] validation_0-mae:4818.88379 validation_1-mae:6046.68701 [780] validation_0-mae:4817.76758 validation_1-mae:6047.23340 [781] validation_0-mae:4816.60352 validation_1-mae:6047.09570 [782] validation_0-mae:4814.56006 validation_1-mae:6046.22656 [783] validation_0-mae:4811.89893 validation_1-mae:6045.32910 [784] validation_0-mae:4809.15772 validation_1-mae:6043.53418 [785] validation_0-mae:4807.49463 validation_1-mae:6043.41748 [786] validation_0-mae:4806.24121 validation_1-mae:6043.29395 [787] validation_0-mae:4804.98047 validation_1-mae:6043.28272 [788] validation_0-mae:4803.35547 validation_1-mae:6042.74707 [789] validation_0-mae:4802.39746 validation_1-mae:6042.91699 [790] validation_0-mae:4801.85840 validation_1-mae:6042.88232 [791] validation_0-mae:4799.17920 validation_1-mae:6041.67822 [792] validation_0-mae:4797.69092 validation_1-mae:6041.06201 [793] validation_0-mae:4795.56787 validation_1-mae:6040.44043 [794] validation_0-mae:4793.35986 validation_1-mae:6040.89062 [795] validation_0-mae:4790.45508 validation_1-mae:6040.61182 [796] validation_0-mae:4789.18359 validation_1-mae:6040.27100 [797] validation_0-mae:4787.96387 validation_1-mae:6039.40332 [798] validation_0-mae:4787.37158 validation_1-mae:6039.45703 [799] validation_0-mae:4786.57617 validation_1-mae:6039.14990 [800] validation_0-mae:4785.71973 validation_1-mae:6039.18457 [801] validation_0-mae:4784.96387 validation_1-mae:6039.60889 [802] validation_0-mae:4783.17480 validation_1-mae:6039.74561 [803] validation_0-mae:4781.75879 validation_1-mae:6039.25342 [804] validation_0-mae:4780.69482 validation_1-mae:6039.91211 [805] validation_0-mae:4779.31103 validation_1-mae:6039.00732 [806] validation_0-mae:4778.74121 validation_1-mae:6038.56592 [807] validation_0-mae:4777.74463 validation_1-mae:6038.59961 [808] validation_0-mae:4776.88135 validation_1-mae:6039.20068 [809] validation_0-mae:4775.81885 validation_1-mae:6039.40088 [810] validation_0-mae:4774.63379 validation_1-mae:6039.04346 [811] validation_0-mae:4773.52002 validation_1-mae:6038.97119 [812] validation_0-mae:4773.09570 validation_1-mae:6038.95850 [813] validation_0-mae:4772.45996 validation_1-mae:6038.94824 [814] validation_0-mae:4771.37500 validation_1-mae:6038.62598 [815] validation_0-mae:4770.83643 validation_1-mae:6038.34180 [816] validation_0-mae:4768.96338 validation_1-mae:6038.21289 [817] validation_0-mae:4767.74707 validation_1-mae:6037.81934 [818] validation_0-mae:4766.04590 validation_1-mae:6037.92676 [819] validation_0-mae:4764.54980 validation_1-mae:6037.35938 [820] validation_0-mae:4762.81592 validation_1-mae:6036.53516 [821] validation_0-mae:4761.91602 validation_1-mae:6036.87451 [822] validation_0-mae:4760.72705 validation_1-mae:6036.44922 [823] validation_0-mae:4759.73828 validation_1-mae:6036.06006 [824] validation_0-mae:4759.00439 validation_1-mae:6036.14404 [825] validation_0-mae:4757.96338 validation_1-mae:6036.10986 [826] validation_0-mae:4757.48584 validation_1-mae:6036.06397 [827] validation_0-mae:4756.04004 validation_1-mae:6036.31445 [828] validation_0-mae:4754.83740 validation_1-mae:6035.96094 [829] validation_0-mae:4753.97070 validation_1-mae:6036.58154 [830] validation_0-mae:4753.07178 validation_1-mae:6036.69385 [831] validation_0-mae:4750.25439 validation_1-mae:6036.75732 [832] validation_0-mae:4748.31103 validation_1-mae:6036.42480 [833] validation_0-mae:4746.68603 validation_1-mae:6035.32617 [834] validation_0-mae:4745.46582 validation_1-mae:6035.07666 [835] validation_0-mae:4744.35889 validation_1-mae:6035.05615 [836] validation_0-mae:4741.74707 validation_1-mae:6035.94873 [837] validation_0-mae:4738.72900 validation_1-mae:6035.15381 [838] validation_0-mae:4737.28418 validation_1-mae:6035.32812 [839] validation_0-mae:4734.71533 validation_1-mae:6034.38770 [840] validation_0-mae:4733.54590 validation_1-mae:6034.69189 [841] validation_0-mae:4731.20752 validation_1-mae:6033.31689 [842] validation_0-mae:4729.82861 validation_1-mae:6033.86572 [843] validation_0-mae:4729.06592 validation_1-mae:6033.93799 [844] validation_0-mae:4728.56299 validation_1-mae:6033.93994 [845] validation_0-mae:4727.98682 validation_1-mae:6033.80371 [846] validation_0-mae:4726.55908 validation_1-mae:6033.38428 [847] validation_0-mae:4724.91553 validation_1-mae:6032.52246 [848] validation_0-mae:4723.61865 validation_1-mae:6031.92090 [849] validation_0-mae:4722.21582 validation_1-mae:6032.14941 [850] validation_0-mae:4720.26953 validation_1-mae:6031.97656 [851] validation_0-mae:4717.79346 validation_1-mae:6031.70117 [852] validation_0-mae:4716.18066 validation_1-mae:6032.03272 [853] validation_0-mae:4715.04395 validation_1-mae:6032.12158 [854] validation_0-mae:4713.20020 validation_1-mae:6031.96289 [855] validation_0-mae:4712.15039 validation_1-mae:6031.78174 [856] validation_0-mae:4710.38525 validation_1-mae:6031.00244 [857] validation_0-mae:4709.41992 validation_1-mae:6030.94336 [858] validation_0-mae:4708.31152 validation_1-mae:6031.86426 [859] validation_0-mae:4706.36328 validation_1-mae:6032.15381 [860] validation_0-mae:4704.59180 validation_1-mae:6031.81885 [861] validation_0-mae:4702.77441 validation_1-mae:6032.50000 [862] validation_0-mae:4701.77930 validation_1-mae:6032.49414 [863] validation_0-mae:4699.41602 validation_1-mae:6032.32422 [864] validation_0-mae:4698.69531 validation_1-mae:6032.39746 [865] validation_0-mae:4697.53662 validation_1-mae:6031.62988 [866] validation_0-mae:4695.89746 validation_1-mae:6031.10449 [867] validation_0-mae:4695.03027 validation_1-mae:6030.95996 [868] validation_0-mae:4692.73242 validation_1-mae:6030.22607 [869] validation_0-mae:4691.62061 validation_1-mae:6030.35938 [870] validation_0-mae:4690.07275 validation_1-mae:6029.34522 [871] validation_0-mae:4688.01709 validation_1-mae:6028.50342 [872] validation_0-mae:4685.90137 validation_1-mae:6028.45752 [873] validation_0-mae:4683.16846 validation_1-mae:6028.31689 [874] validation_0-mae:4682.39062 validation_1-mae:6028.22852 [875] validation_0-mae:4680.71191 validation_1-mae:6028.55322 [876] validation_0-mae:4679.95459 validation_1-mae:6028.42041 [877] validation_0-mae:4677.88135 validation_1-mae:6028.42529 [878] validation_0-mae:4676.67773 validation_1-mae:6028.55957 [879] validation_0-mae:4675.71436 validation_1-mae:6028.50635 [880] validation_0-mae:4674.72412 validation_1-mae:6028.56543 [881] validation_0-mae:4673.83203 validation_1-mae:6028.88379 [882] validation_0-mae:4672.36426 validation_1-mae:6029.28760 [883] validation_0-mae:4670.63525 validation_1-mae:6029.12939 [884] validation_0-mae:4669.00147 validation_1-mae:6028.96289 [885] validation_0-mae:4666.90820 validation_1-mae:6028.35596 [886] validation_0-mae:4665.14844 validation_1-mae:6028.25977 [887] validation_0-mae:4663.81445 validation_1-mae:6028.56982 [888] validation_0-mae:4662.05225 validation_1-mae:6028.44629 [889] validation_0-mae:4659.81250 validation_1-mae:6029.25488 [890] validation_0-mae:4658.37549 validation_1-mae:6029.10693 [891] validation_0-mae:4656.95996 validation_1-mae:6028.96680 [892] validation_0-mae:4655.78613 validation_1-mae:6029.67578 [893] validation_0-mae:4654.03174 validation_1-mae:6029.42334 [894] validation_0-mae:4652.91553 validation_1-mae:6029.38867 [895] validation_0-mae:4651.59180 validation_1-mae:6029.16797 [896] validation_0-mae:4650.67627 validation_1-mae:6029.19775 [897] validation_0-mae:4649.10645 validation_1-mae:6030.26660 [898] validation_0-mae:4647.70264 validation_1-mae:6029.60889 [899] validation_0-mae:4646.86084 validation_1-mae:6030.27930 [900] validation_0-mae:4645.39404 validation_1-mae:6030.38184 [901] validation_0-mae:4643.87695 validation_1-mae:6030.46240 [902] validation_0-mae:4642.50147 validation_1-mae:6030.14551 [903] validation_0-mae:4640.41260 validation_1-mae:6029.42188 [904] validation_0-mae:4638.22900 validation_1-mae:6029.03955 [905] validation_0-mae:4636.41699 validation_1-mae:6028.07080 [906] validation_0-mae:4634.60547 validation_1-mae:6027.75635 [907] validation_0-mae:4632.84912 validation_1-mae:6027.38818 [908] validation_0-mae:4631.00537 validation_1-mae:6027.19531 [909] validation_0-mae:4629.27686 validation_1-mae:6027.21533 [910] validation_0-mae:4628.17236 validation_1-mae:6026.89697 [911] validation_0-mae:4627.47461 validation_1-mae:6026.45264 [912] validation_0-mae:4625.85840 validation_1-mae:6025.76758 [913] validation_0-mae:4624.47266 validation_1-mae:6025.59033 [914] validation_0-mae:4623.12256 validation_1-mae:6025.08105 [915] validation_0-mae:4621.24121 validation_1-mae:6025.03467 [916] validation_0-mae:4620.05176 validation_1-mae:6025.30420 [917] validation_0-mae:4618.60986 validation_1-mae:6024.55225 [918] validation_0-mae:4617.84912 validation_1-mae:6024.75244 [919] validation_0-mae:4616.61914 validation_1-mae:6023.85889 [920] validation_0-mae:4614.51465 validation_1-mae:6023.43897 [921] validation_0-mae:4612.58594 validation_1-mae:6022.74463 [922] validation_0-mae:4611.74512 validation_1-mae:6022.84522 [923] validation_0-mae:4611.56397 validation_1-mae:6022.79053 [924] validation_0-mae:4610.26953 validation_1-mae:6022.83252 [925] validation_0-mae:4608.79053 validation_1-mae:6022.80225 [926] validation_0-mae:4607.88672 validation_1-mae:6022.70166 [927] validation_0-mae:4605.96680 validation_1-mae:6022.42285 [928] validation_0-mae:4604.63525 validation_1-mae:6022.65478 [929] validation_0-mae:4603.32275 validation_1-mae:6021.80713 [930] validation_0-mae:4601.86377 validation_1-mae:6021.33301 [931] validation_0-mae:4600.54932 validation_1-mae:6021.31152 [932] validation_0-mae:4599.35693 validation_1-mae:6021.45703 [933] validation_0-mae:4597.65869 validation_1-mae:6021.08496 [934] validation_0-mae:4596.11475 validation_1-mae:6021.31006 [935] validation_0-mae:4594.43945 validation_1-mae:6021.91211 [936] validation_0-mae:4592.58643 validation_1-mae:6021.36523 [937] validation_0-mae:4591.37988 validation_1-mae:6020.92432 [938] validation_0-mae:4589.60742 validation_1-mae:6020.04297 [939] validation_0-mae:4587.88330 validation_1-mae:6020.48779 [940] validation_0-mae:4586.63867 validation_1-mae:6020.64893 [941] validation_0-mae:4584.95508 validation_1-mae:6020.00244 [942] validation_0-mae:4583.26514 validation_1-mae:6019.43066 [943] validation_0-mae:4582.28418 validation_1-mae:6018.74609 [944] validation_0-mae:4581.06348 validation_1-mae:6018.50537 [945] validation_0-mae:4579.53174 validation_1-mae:6019.01904 [946] validation_0-mae:4578.05225 validation_1-mae:6018.45264 [947] validation_0-mae:4577.32568 validation_1-mae:6018.36328 [948] validation_0-mae:4576.10791 validation_1-mae:6018.29980 [949] validation_0-mae:4574.77393 validation_1-mae:6018.16260 [950] validation_0-mae:4573.69238 validation_1-mae:6017.82959 [951] validation_0-mae:4572.53125 validation_1-mae:6018.21582 [952] validation_0-mae:4571.51514 validation_1-mae:6018.07129 [953] validation_0-mae:4570.51318 validation_1-mae:6017.86523 [954] validation_0-mae:4569.82666 validation_1-mae:6017.93652 [955] validation_0-mae:4568.72168 validation_1-mae:6018.01514 [956] validation_0-mae:4567.90820 validation_1-mae:6018.32080 [957] validation_0-mae:4566.83252 validation_1-mae:6018.31738 [958] validation_0-mae:4565.86279 validation_1-mae:6018.08789 [959] validation_0-mae:4565.06201 validation_1-mae:6017.82422 [960] validation_0-mae:4564.08447 validation_1-mae:6017.21680 [961] validation_0-mae:4563.01562 validation_1-mae:6017.63574 [962] validation_0-mae:4562.62256 validation_1-mae:6017.64404 [963] validation_0-mae:4561.51514 validation_1-mae:6017.95215 [964] validation_0-mae:4559.24609 validation_1-mae:6017.67627 [965] validation_0-mae:4558.42432 validation_1-mae:6017.02295 [966] validation_0-mae:4557.30469 validation_1-mae:6017.19824 [967] validation_0-mae:4556.19922 validation_1-mae:6017.13916 [968] validation_0-mae:4555.51270 validation_1-mae:6016.58545 [969] validation_0-mae:4554.64404 validation_1-mae:6017.05908 [970] validation_0-mae:4553.72217 validation_1-mae:6017.25879 [971] validation_0-mae:4553.40088 validation_1-mae:6017.33838 [972] validation_0-mae:4551.98096 validation_1-mae:6017.18652 [973] validation_0-mae:4550.83154 validation_1-mae:6017.34766 [974] validation_0-mae:4550.11279 validation_1-mae:6017.61279 [975] validation_0-mae:4549.31299 validation_1-mae:6018.05664 [976] validation_0-mae:4547.67773 validation_1-mae:6018.36328 [977] validation_0-mae:4546.87549 validation_1-mae:6018.52539 [978] validation_0-mae:4544.97070 validation_1-mae:6018.78369 [979] validation_0-mae:4543.29492 validation_1-mae:6018.09228 [980] validation_0-mae:4541.98926 validation_1-mae:6018.18652 [981] validation_0-mae:4540.72949 validation_1-mae:6017.47607 [982] validation_0-mae:4539.45068 validation_1-mae:6017.16797 [983] validation_0-mae:4538.13184 validation_1-mae:6017.26465 [984] validation_0-mae:4536.61865 validation_1-mae:6016.66357 [985] validation_0-mae:4536.00244 validation_1-mae:6016.83447 [986] validation_0-mae:4535.49365 validation_1-mae:6016.62598 [987] validation_0-mae:4534.64893 validation_1-mae:6016.57959 [988] validation_0-mae:4533.45703 validation_1-mae:6016.41016 [989] validation_0-mae:4532.41064 validation_1-mae:6016.69629 [990] validation_0-mae:4532.25195 validation_1-mae:6016.75098 [991] validation_0-mae:4531.79346 validation_1-mae:6016.82080 [992] validation_0-mae:4530.45850 validation_1-mae:6017.11816 [993] validation_0-mae:4530.02490 validation_1-mae:6017.06006 [994] validation_0-mae:4529.16016 validation_1-mae:6016.63867 [995] validation_0-mae:4528.46533 validation_1-mae:6016.40430 [996] validation_0-mae:4527.94922 validation_1-mae:6016.38428 [997] validation_0-mae:4526.82666 validation_1-mae:6016.28955 [998] validation_0-mae:4525.56055 validation_1-mae:6016.04980 [999] validation_0-mae:4524.80469 validation_1-mae:6015.72656 [1000] validation_0-mae:4522.42822 validation_1-mae:6015.69873 [1001] validation_0-mae:4520.96143 validation_1-mae:6015.11523 [1002] validation_0-mae:4519.62012 validation_1-mae:6014.86914 [1003] validation_0-mae:4518.49365 validation_1-mae:6014.75342 [1004] validation_0-mae:4516.33594 validation_1-mae:6014.33789 [1005] validation_0-mae:4515.18994 validation_1-mae:6014.53320 [1006] validation_0-mae:4512.30469 validation_1-mae:6013.13232 [1007] validation_0-mae:4511.03418 validation_1-mae:6012.89111 [1008] validation_0-mae:4509.88965 validation_1-mae:6012.71436 [1009] validation_0-mae:4508.18799 validation_1-mae:6012.38574 [1010] validation_0-mae:4506.97363 validation_1-mae:6012.47607 [1011] validation_0-mae:4505.48682 validation_1-mae:6012.24609 [1012] validation_0-mae:4503.76953 validation_1-mae:6012.44385 [1013] validation_0-mae:4502.54053 validation_1-mae:6011.85400 [1014] validation_0-mae:4501.04102 validation_1-mae:6011.66992 [1015] validation_0-mae:4500.10059 validation_1-mae:6011.50586 [1016] validation_0-mae:4499.16016 validation_1-mae:6011.73340 [1017] validation_0-mae:4498.59473 validation_1-mae:6011.93994 [1018] validation_0-mae:4497.28418 validation_1-mae:6011.80371 [1019] validation_0-mae:4496.05322 validation_1-mae:6012.12939 [1020] validation_0-mae:4495.35742 validation_1-mae:6012.20166 [1021] validation_0-mae:4494.59668 validation_1-mae:6012.22900 [1022] validation_0-mae:4493.45020 validation_1-mae:6012.84619 [1023] validation_0-mae:4491.90234 validation_1-mae:6012.42432 [1024] validation_0-mae:4490.71387 validation_1-mae:6012.34961 [1025] validation_0-mae:4489.74512 validation_1-mae:6011.28369 [1026] validation_0-mae:4488.72119 validation_1-mae:6011.45605 [1027] validation_0-mae:4487.68506 validation_1-mae:6011.26123 [1028] validation_0-mae:4486.51611 validation_1-mae:6010.75781 [1029] validation_0-mae:4485.44482 validation_1-mae:6011.13184 [1030] validation_0-mae:4483.75537 validation_1-mae:6011.27881 [1031] validation_0-mae:4483.03418 validation_1-mae:6011.77588 [1032] validation_0-mae:4481.81885 validation_1-mae:6011.25049 [1033] validation_0-mae:4480.68555 validation_1-mae:6011.23291 [1034] validation_0-mae:4479.48145 validation_1-mae:6010.99268 [1035] validation_0-mae:4478.03613 validation_1-mae:6010.89014 [1036] validation_0-mae:4476.37158 validation_1-mae:6011.33643 [1037] validation_0-mae:4475.12061 validation_1-mae:6011.29248 [1038] validation_0-mae:4473.72217 validation_1-mae:6011.44531 [1039] validation_0-mae:4470.95654 validation_1-mae:6010.82812 [1040] validation_0-mae:4469.88135 validation_1-mae:6010.86230 [1041] validation_0-mae:4468.95605 validation_1-mae:6011.09766 [1042] validation_0-mae:4468.01074 validation_1-mae:6010.52197 [1043] validation_0-mae:4467.14648 validation_1-mae:6010.33398 [1044] validation_0-mae:4466.35352 validation_1-mae:6010.03516 [1045] validation_0-mae:4465.28320 validation_1-mae:6009.51660 [1046] validation_0-mae:4463.96094 validation_1-mae:6008.84961 [1047] validation_0-mae:4462.44678 validation_1-mae:6009.23828 [1048] validation_0-mae:4461.62353 validation_1-mae:6009.58740 [1049] validation_0-mae:4460.67725 validation_1-mae:6009.21826 [1050] validation_0-mae:4460.05762 validation_1-mae:6009.32275 [1051] validation_0-mae:4458.49756 validation_1-mae:6009.15723 [1052] validation_0-mae:4457.27978 validation_1-mae:6009.43213 [1053] validation_0-mae:4457.14697 validation_1-mae:6009.61865 [1054] validation_0-mae:4456.56006 validation_1-mae:6009.72656 [1055] validation_0-mae:4455.49072 validation_1-mae:6009.70264 [1056] validation_0-mae:4454.52832 validation_1-mae:6009.32031 [1057] validation_0-mae:4453.45947 validation_1-mae:6008.80615 [1058] validation_0-mae:4452.29785 validation_1-mae:6008.86963 [1059] validation_0-mae:4450.82471 validation_1-mae:6008.52490 [1060] validation_0-mae:4450.52490 validation_1-mae:6008.50488 [1061] validation_0-mae:4449.88672 validation_1-mae:6008.49805 [1062] validation_0-mae:4449.24414 validation_1-mae:6008.42822 [1063] validation_0-mae:4448.87891 validation_1-mae:6008.47412 [1064] validation_0-mae:4447.35107 validation_1-mae:6008.75293 [1065] validation_0-mae:4446.55957 validation_1-mae:6008.64502 [1066] validation_0-mae:4445.31445 validation_1-mae:6008.39600 [1067] validation_0-mae:4444.38916 validation_1-mae:6008.60840 [1068] validation_0-mae:4443.35986 validation_1-mae:6008.08691 [1069] validation_0-mae:4442.57812 validation_1-mae:6008.07812 [1070] validation_0-mae:4440.05469 validation_1-mae:6007.84522 [1071] validation_0-mae:4438.57129 validation_1-mae:6007.81738 [1072] validation_0-mae:4437.01416 validation_1-mae:6007.39941 [1073] validation_0-mae:4435.60693 validation_1-mae:6007.21680 [1074] validation_0-mae:4434.24463 validation_1-mae:6006.67383 [1075] validation_0-mae:4433.62891 validation_1-mae:6006.64795 [1076] validation_0-mae:4431.69873 validation_1-mae:6005.80713 [1077] validation_0-mae:4430.95752 validation_1-mae:6005.64746 [1078] validation_0-mae:4430.13916 validation_1-mae:6005.88135 [1079] validation_0-mae:4428.34863 validation_1-mae:6005.63672 [1080] validation_0-mae:4426.63965 validation_1-mae:6004.59619 [1081] validation_0-mae:4425.51514 validation_1-mae:6004.81494 [1082] validation_0-mae:4423.43164 validation_1-mae:6004.61816 [1083] validation_0-mae:4422.40186 validation_1-mae:6004.34228 [1084] validation_0-mae:4421.51514 validation_1-mae:6004.23779 [1085] validation_0-mae:4420.72168 validation_1-mae:6004.82666 [1086] validation_0-mae:4420.01904 validation_1-mae:6004.63135 [1087] validation_0-mae:4418.58203 validation_1-mae:6004.47119 [1088] validation_0-mae:4417.93506 validation_1-mae:6004.04199 [1089] validation_0-mae:4416.99951 validation_1-mae:6004.10107 [1090] validation_0-mae:4415.65772 validation_1-mae:6004.22852 [1091] validation_0-mae:4414.84033 validation_1-mae:6004.72656 [1092] validation_0-mae:4413.87744 validation_1-mae:6004.03272 [1093] validation_0-mae:4413.21436 validation_1-mae:6003.81689 [1094] validation_0-mae:4411.74756 validation_1-mae:6003.11084 [1095] validation_0-mae:4409.02881 validation_1-mae:6003.52002 [1096] validation_0-mae:4408.97022 validation_1-mae:6003.49268 [1097] validation_0-mae:4408.44336 validation_1-mae:6003.46338 [1098] validation_0-mae:4407.21631 validation_1-mae:6003.74170 [1099] validation_0-mae:4406.04248 validation_1-mae:6003.60498 [1100] validation_0-mae:4405.00049 validation_1-mae:6002.95654 [1101] validation_0-mae:4403.45459 validation_1-mae:6002.87793 [1102] validation_0-mae:4401.91846 validation_1-mae:6003.01855 [1103] validation_0-mae:4400.62207 validation_1-mae:6003.11182 [1104] validation_0-mae:4399.33398 validation_1-mae:6003.01855 [1105] validation_0-mae:4398.60303 validation_1-mae:6002.91602 [1106] validation_0-mae:4397.83545 validation_1-mae:6003.14209 [1107] validation_0-mae:4396.67822 validation_1-mae:6002.54883 [1108] validation_0-mae:4394.93897 validation_1-mae:6002.69434 [1109] validation_0-mae:4393.57178 validation_1-mae:6002.48926 [1110] validation_0-mae:4392.34863 validation_1-mae:6001.79736 [1111] validation_0-mae:4391.59717 validation_1-mae:6002.13281 [1112] validation_0-mae:4390.40478 validation_1-mae:6002.20361 [1113] validation_0-mae:4389.84863 validation_1-mae:6002.39062 [1114] validation_0-mae:4388.85205 validation_1-mae:6001.98926 [1115] validation_0-mae:4387.42041 validation_1-mae:6001.25781 [1116] validation_0-mae:4386.13574 validation_1-mae:6001.26221 [1117] validation_0-mae:4384.86426 validation_1-mae:6001.31250 [1118] validation_0-mae:4383.29980 validation_1-mae:6000.88135 [1119] validation_0-mae:4381.21924 validation_1-mae:6000.72217 [1120] validation_0-mae:4380.53613 validation_1-mae:6000.95801 [1121] validation_0-mae:4378.79053 validation_1-mae:6000.51074 [1122] validation_0-mae:4377.63379 validation_1-mae:6000.70752 [1123] validation_0-mae:4376.19482 validation_1-mae:6000.84473 [1124] validation_0-mae:4374.28711 validation_1-mae:6001.00391 [1125] validation_0-mae:4372.71728 validation_1-mae:6000.70605 [1126] validation_0-mae:4371.06445 validation_1-mae:6000.81982 [1127] validation_0-mae:4370.13770 validation_1-mae:6001.06103 [1128] validation_0-mae:4369.43311 validation_1-mae:6001.03223 [1129] validation_0-mae:4368.24463 validation_1-mae:6000.70557 [1130] validation_0-mae:4367.43994 validation_1-mae:6000.42529 [1131] validation_0-mae:4366.69238 validation_1-mae:6000.59912 [1132] validation_0-mae:4365.87451 validation_1-mae:6000.35498 [1133] validation_0-mae:4364.92090 validation_1-mae:6000.74853 [1134] validation_0-mae:4364.21533 validation_1-mae:6000.93506 [1135] validation_0-mae:4363.16211 validation_1-mae:6001.09082 [1136] validation_0-mae:4362.45996 validation_1-mae:6001.23096 [1137] validation_0-mae:4361.68018 validation_1-mae:6001.21240 [1138] validation_0-mae:4360.96191 validation_1-mae:6001.20459 [1139] validation_0-mae:4360.11084 validation_1-mae:6001.31641 [1140] validation_0-mae:4359.12451 validation_1-mae:6001.24170 [1141] validation_0-mae:4358.01904 validation_1-mae:6000.80957 [1142] validation_0-mae:4356.33887 validation_1-mae:6000.63770 [1143] validation_0-mae:4355.40088 validation_1-mae:5999.97412 [1144] validation_0-mae:4354.74072 validation_1-mae:6000.06787 [1145] validation_0-mae:4354.10840 validation_1-mae:5999.99561 [1146] validation_0-mae:4353.63525 validation_1-mae:6000.52539 [1147] validation_0-mae:4352.77783 validation_1-mae:6000.27783 [1148] validation_0-mae:4352.36182 validation_1-mae:6000.28125 [1149] validation_0-mae:4350.63379 validation_1-mae:6001.15039 [1150] validation_0-mae:4349.79395 validation_1-mae:6001.10596 [1151] validation_0-mae:4348.52734 validation_1-mae:6000.40283 [1152] validation_0-mae:4347.81934 validation_1-mae:5999.91992 [1153] validation_0-mae:4346.72510 validation_1-mae:5999.84082 [1154] validation_0-mae:4345.80078 validation_1-mae:5999.40186 [1155] validation_0-mae:4344.93213 validation_1-mae:5999.39111 [1156] validation_0-mae:4344.12353 validation_1-mae:5999.17725 [1157] validation_0-mae:4343.38770 validation_1-mae:5999.34961 [1158] validation_0-mae:4342.42773 validation_1-mae:5998.89502 [1159] validation_0-mae:4341.64990 validation_1-mae:5998.56397 [1160] validation_0-mae:4341.23389 validation_1-mae:5998.24463 [1161] validation_0-mae:4340.50000 validation_1-mae:5998.56641 [1162] validation_0-mae:4340.14453 validation_1-mae:5998.33789 [1163] validation_0-mae:4339.66553 validation_1-mae:5998.31299 [1164] validation_0-mae:4338.29932 validation_1-mae:5997.71875 [1165] validation_0-mae:4337.74561 validation_1-mae:5997.73291 [1166] validation_0-mae:4336.81738 validation_1-mae:5997.77783 [1167] validation_0-mae:4335.44043 validation_1-mae:5997.68457 [1168] validation_0-mae:4334.65918 validation_1-mae:5997.71484 [1169] validation_0-mae:4333.66504 validation_1-mae:5997.89844 [1170] validation_0-mae:4332.72949 validation_1-mae:5998.00293 [1171] validation_0-mae:4332.21680 validation_1-mae:5998.08350 [1172] validation_0-mae:4331.52539 validation_1-mae:5997.90820 [1173] validation_0-mae:4330.99512 validation_1-mae:5998.28809 [1174] validation_0-mae:4328.78809 validation_1-mae:5997.79102 [1175] validation_0-mae:4327.94775 validation_1-mae:5997.86914 [1176] validation_0-mae:4327.14941 validation_1-mae:5997.43506 [1177] validation_0-mae:4326.38867 validation_1-mae:5997.31299 [1178] validation_0-mae:4325.81836 validation_1-mae:5997.67969 [1179] validation_0-mae:4324.75049 validation_1-mae:5997.77539 [1180] validation_0-mae:4323.93213 validation_1-mae:5997.84082 [1181] validation_0-mae:4323.74023 validation_1-mae:5997.86475 [1182] validation_0-mae:4323.11426 validation_1-mae:5998.07080 [1183] validation_0-mae:4322.30615 validation_1-mae:5998.50928 [1184] validation_0-mae:4321.54785 validation_1-mae:5998.50537 [1185] validation_0-mae:4320.29346 validation_1-mae:5997.84131 [1186] validation_0-mae:4318.88672 validation_1-mae:5996.85986 [1187] validation_0-mae:4318.04150 validation_1-mae:5996.44678 [1188] validation_0-mae:4317.36816 validation_1-mae:5996.33691 [1189] validation_0-mae:4316.55762 validation_1-mae:5996.52734 [1190] validation_0-mae:4315.59717 validation_1-mae:5996.63525 [1191] validation_0-mae:4314.31250 validation_1-mae:5996.31348 [1192] validation_0-mae:4313.39795 validation_1-mae:5996.29248 [1193] validation_0-mae:4312.86914 validation_1-mae:5996.15967 [1194] validation_0-mae:4311.84668 validation_1-mae:5996.34912 [1195] validation_0-mae:4311.15478 validation_1-mae:5996.96338 [1196] validation_0-mae:4310.25049 validation_1-mae:5996.94775 [1197] validation_0-mae:4309.54688 validation_1-mae:5997.29834 [1198] validation_0-mae:4308.90234 validation_1-mae:5997.87988 [1199] validation_0-mae:4308.22168 validation_1-mae:5998.21338 [1200] validation_0-mae:4307.44971 validation_1-mae:5998.00244 [1201] validation_0-mae:4306.02930 validation_1-mae:5997.37207 [1202] validation_0-mae:4303.99268 validation_1-mae:5997.97559 [1203] validation_0-mae:4303.07520 validation_1-mae:5998.09277 [1204] validation_0-mae:4301.55176 validation_1-mae:5998.11621 [1205] validation_0-mae:4300.36572 validation_1-mae:5998.04980 [1206] validation_0-mae:4299.26660 validation_1-mae:5998.77197 [1207] validation_0-mae:4297.97412 validation_1-mae:5998.86328 [1208] validation_0-mae:4296.98633 validation_1-mae:5999.15820 [1209] validation_0-mae:4296.38574 validation_1-mae:5999.16309 [1210] validation_0-mae:4296.35889 validation_1-mae:5999.19678 [1211] validation_0-mae:4295.61963 validation_1-mae:5998.76807 [1212] validation_0-mae:4293.46924 validation_1-mae:5998.82373 [1213] validation_0-mae:4292.67139 validation_1-mae:5998.62500 [1214] validation_0-mae:4291.87256 validation_1-mae:5998.02686 [1215] validation_0-mae:4290.75439 validation_1-mae:5998.28027 [1216] validation_0-mae:4289.65088 validation_1-mae:5998.31543 [1217] validation_0-mae:4288.78564 validation_1-mae:5998.30469 [1218] validation_0-mae:4287.83838 validation_1-mae:5998.73291 [1219] validation_0-mae:4286.31982 validation_1-mae:5998.90186 [1220] validation_0-mae:4285.14551 validation_1-mae:5997.85303 [1221] validation_0-mae:4282.84131 validation_1-mae:5999.11377 [1222] validation_0-mae:4281.37207 validation_1-mae:5999.78809 [1223] validation_0-mae:4280.08740 validation_1-mae:5999.63281 [1224] validation_0-mae:4278.80518 validation_1-mae:5999.75977 [1225] validation_0-mae:4277.71924 validation_1-mae:5999.75977 [1226] validation_0-mae:4276.26123 validation_1-mae:5999.96094 [1227] validation_0-mae:4275.53711 validation_1-mae:5999.81006 [1228] validation_0-mae:4274.18750 validation_1-mae:5999.58105 [1229] validation_0-mae:4273.32324 validation_1-mae:5999.98682 [1230] validation_0-mae:4272.95117 validation_1-mae:5999.99658 [1231] validation_0-mae:4271.74365 validation_1-mae:5999.70752 [1232] validation_0-mae:4270.97656 validation_1-mae:5999.59717 [1233] validation_0-mae:4268.53027 validation_1-mae:5999.31982 [1234] validation_0-mae:4267.31006 validation_1-mae:5999.30420 [1235] validation_0-mae:4266.50781 validation_1-mae:5999.22705 [1236] validation_0-mae:4265.89258 validation_1-mae:5999.06397 [1237] validation_0-mae:4264.49512 validation_1-mae:5998.49170 [1238] validation_0-mae:4263.14062 validation_1-mae:5997.56885 [1239] validation_0-mae:4261.77100 validation_1-mae:5997.63672 [1240] validation_0-mae:4260.77686 validation_1-mae:5997.58643 [1241] validation_0-mae:4259.65283 validation_1-mae:5997.59863 [1242] validation_0-mae:4259.08105 validation_1-mae:5997.82812 [1243] validation_0-mae:4258.62793 validation_1-mae:5997.73682 [1244] validation_0-mae:4258.56885 validation_1-mae:5997.76709 [1245] validation_0-mae:4257.50977 validation_1-mae:5997.16943 [1246] validation_0-mae:4255.59473 validation_1-mae:5996.60254 [1247] validation_0-mae:4254.75293 validation_1-mae:5997.00293 [1248] validation_0-mae:4253.78809 validation_1-mae:5996.25049 [1249] validation_0-mae:4252.51904 validation_1-mae:5996.00537 [1250] validation_0-mae:4251.75391 validation_1-mae:5996.20020 [1251] validation_0-mae:4250.07520 validation_1-mae:5995.85645 [1252] validation_0-mae:4248.88672 validation_1-mae:5996.00684 [1253] validation_0-mae:4247.40918 validation_1-mae:5996.61035 [1254] validation_0-mae:4246.33740 validation_1-mae:5996.88525 [1255] validation_0-mae:4245.62402 validation_1-mae:5997.29053 [1256] validation_0-mae:4245.03613 validation_1-mae:5997.38086 [1257] validation_0-mae:4244.92041 validation_1-mae:5997.37451 [1258] validation_0-mae:4244.32764 validation_1-mae:5997.36670 [1259] validation_0-mae:4243.40967 validation_1-mae:5997.29053 [1260] validation_0-mae:4242.07471 validation_1-mae:5996.93945 [1261] validation_0-mae:4240.22314 validation_1-mae:5996.53320 [1262] validation_0-mae:4239.20557 validation_1-mae:5996.45361 [1263] validation_0-mae:4238.21143 validation_1-mae:5996.48096 [1264] validation_0-mae:4237.76221 validation_1-mae:5996.41064 [1265] validation_0-mae:4237.01123 validation_1-mae:5996.56787 [1266] validation_0-mae:4235.64404 validation_1-mae:5996.89551 [1267] validation_0-mae:4234.57275 validation_1-mae:5996.85938 [1268] validation_0-mae:4233.84180 validation_1-mae:5997.06445 [1269] validation_0-mae:4232.32275 validation_1-mae:5996.68115 [1270] validation_0-mae:4231.32617 validation_1-mae:5997.62549 [1271] validation_0-mae:4230.89111 validation_1-mae:5997.70508 [1272] validation_0-mae:4230.03760 validation_1-mae:5997.85498 [1273] validation_0-mae:4228.37012 validation_1-mae:5997.46387 [1274] validation_0-mae:4227.33496 validation_1-mae:5997.62158 [1275] validation_0-mae:4226.07959 validation_1-mae:5997.49609 [1276] validation_0-mae:4225.15967 validation_1-mae:5996.53760 [1277] validation_0-mae:4224.67041 validation_1-mae:5996.80859 [1278] validation_0-mae:4223.52783 validation_1-mae:5996.60449 [1279] validation_0-mae:4222.32471 validation_1-mae:5996.29199 [1280] validation_0-mae:4220.65576 validation_1-mae:5996.41602 [1281] validation_0-mae:4220.29492 validation_1-mae:5996.33203 [1282] validation_0-mae:4218.93018 validation_1-mae:5996.66016 [1283] validation_0-mae:4218.55811 validation_1-mae:5996.51074 [1284] validation_0-mae:4218.26807 validation_1-mae:5996.47412 [1285] validation_0-mae:4216.99561 validation_1-mae:5996.01416 [1286] validation_0-mae:4215.79492 validation_1-mae:5995.29541 [1287] validation_0-mae:4214.98779 validation_1-mae:5995.24951 [1288] validation_0-mae:4214.60352 validation_1-mae:5995.17871 [1289] validation_0-mae:4214.34131 validation_1-mae:5995.03809 [1290] validation_0-mae:4213.72266 validation_1-mae:5995.36035 [1291] validation_0-mae:4213.04639 validation_1-mae:5995.50147 [1292] validation_0-mae:4212.20166 validation_1-mae:5995.48975 [1293] validation_0-mae:4211.38037 validation_1-mae:5996.03955 [1294] validation_0-mae:4210.44580 validation_1-mae:5995.80859 [1295] validation_0-mae:4209.43945 validation_1-mae:5996.71582 [1296] validation_0-mae:4208.29541 validation_1-mae:5996.30518 [1297] validation_0-mae:4207.21240 validation_1-mae:5996.61133 [1298] validation_0-mae:4206.19922 validation_1-mae:5996.73633 [1299] validation_0-mae:4204.61621 validation_1-mae:5997.03320 [1300] validation_0-mae:4203.76465 validation_1-mae:5996.96875 [1301] validation_0-mae:4203.26709 validation_1-mae:5996.80566 [1302] validation_0-mae:4202.81103 validation_1-mae:5996.68213 [1303] validation_0-mae:4201.87451 validation_1-mae:5996.65186 [1304] validation_0-mae:4200.38086 validation_1-mae:5997.35840 [1305] validation_0-mae:4199.61963 validation_1-mae:5997.40527 [1306] validation_0-mae:4198.58008 validation_1-mae:5996.79053 [1307] validation_0-mae:4198.03369 validation_1-mae:5997.07031 [1308] validation_0-mae:4197.70654 validation_1-mae:5997.05518 [1309] validation_0-mae:4196.93897 validation_1-mae:5997.10547 [1310] validation_0-mae:4196.54395 validation_1-mae:5997.02588 [1311] validation_0-mae:4196.18262 validation_1-mae:5997.23096 [1312] validation_0-mae:4195.33154 validation_1-mae:5997.44629 [1313] validation_0-mae:4193.85400 validation_1-mae:5997.19824 [1314] validation_0-mae:4192.27197 validation_1-mae:5996.62647 [1315] validation_0-mae:4190.47119 validation_1-mae:5996.29297 [1316] validation_0-mae:4189.63232 validation_1-mae:5996.35449 [1317] validation_0-mae:4188.42969 validation_1-mae:5995.97022 [1318] validation_0-mae:4186.59375 validation_1-mae:5995.99365 [1319] validation_0-mae:4185.88135 validation_1-mae:5995.71728 [1320] validation_0-mae:4184.69287 validation_1-mae:5995.41260 [1321] validation_0-mae:4183.65527 validation_1-mae:5995.68457 [1322] validation_0-mae:4182.37353 validation_1-mae:5995.68799 [1323] validation_0-mae:4180.93213 validation_1-mae:5995.81934 [1324] validation_0-mae:4180.12500 validation_1-mae:5995.63770 [1325] validation_0-mae:4178.55078 validation_1-mae:5995.27051 [1326] validation_0-mae:4177.19727 validation_1-mae:5995.50781 [1327] validation_0-mae:4175.93262 validation_1-mae:5994.79395 [1328] validation_0-mae:4175.04883 validation_1-mae:5994.03467 [1329] validation_0-mae:4174.00195 validation_1-mae:5993.63623 [1330] validation_0-mae:4173.50439 validation_1-mae:5993.97314 [1331] validation_0-mae:4172.88770 validation_1-mae:5994.19531 [1332] validation_0-mae:4172.35303 validation_1-mae:5994.42432 [1333] validation_0-mae:4171.08936 validation_1-mae:5993.93164 [1334] validation_0-mae:4169.61865 validation_1-mae:5993.94434 [1335] validation_0-mae:4167.91943 validation_1-mae:5992.79053 [1336] validation_0-mae:4167.36475 validation_1-mae:5992.53857 [1337] validation_0-mae:4166.03564 validation_1-mae:5992.58350 [1338] validation_0-mae:4165.18408 validation_1-mae:5992.62451 [1339] validation_0-mae:4164.19141 validation_1-mae:5993.06201 [1340] validation_0-mae:4163.15869 validation_1-mae:5992.68848 [1341] validation_0-mae:4162.28467 validation_1-mae:5993.02686 [1342] validation_0-mae:4160.98389 validation_1-mae:5993.40137 [1343] validation_0-mae:4159.95557 validation_1-mae:5993.12256 [1344] validation_0-mae:4159.74707 validation_1-mae:5993.15430 [1345] validation_0-mae:4158.74170 validation_1-mae:5993.08643 [1346] validation_0-mae:4157.85059 validation_1-mae:5993.13379 [1347] validation_0-mae:4156.97656 validation_1-mae:5993.06543 [1348] validation_0-mae:4156.08887 validation_1-mae:5993.19971 [1349] validation_0-mae:4155.01123 validation_1-mae:5992.85107 [1350] validation_0-mae:4154.28027 validation_1-mae:5992.99316 [1351] validation_0-mae:4153.82764 validation_1-mae:5992.91650 [1352] validation_0-mae:4153.56592 validation_1-mae:5992.95166 [1353] validation_0-mae:4151.78613 validation_1-mae:5991.89111 [1354] validation_0-mae:4150.80859 validation_1-mae:5991.45996 [1355] validation_0-mae:4150.39893 validation_1-mae:5991.59424 [1356] validation_0-mae:4149.56787 validation_1-mae:5991.54883 [1357] validation_0-mae:4149.45703 validation_1-mae:5991.58643 [1358] validation_0-mae:4148.67773 validation_1-mae:5991.80078 [1359] validation_0-mae:4147.81689 validation_1-mae:5992.16650 [1360] validation_0-mae:4147.12598 validation_1-mae:5992.23193 [1361] validation_0-mae:4146.31445 validation_1-mae:5992.53076 [1362] validation_0-mae:4145.37500 validation_1-mae:5992.53564 [1363] validation_0-mae:4144.90967 validation_1-mae:5992.62549 [1364] validation_0-mae:4144.20361 validation_1-mae:5992.28564 [1365] validation_0-mae:4143.80078 validation_1-mae:5992.44434 [1366] validation_0-mae:4143.50732 validation_1-mae:5992.69678 [1367] validation_0-mae:4143.03027 validation_1-mae:5993.03174 [1368] validation_0-mae:4142.57812 validation_1-mae:5992.91943 [1369] validation_0-mae:4141.45557 validation_1-mae:5992.85205 [1370] validation_0-mae:4139.91260 validation_1-mae:5993.20068 [1371] validation_0-mae:4138.40772 validation_1-mae:5993.35010 [1372] validation_0-mae:4137.06689 validation_1-mae:5993.67090 [1373] validation_0-mae:4135.87158 validation_1-mae:5993.31641 [1374] validation_0-mae:4134.67773 validation_1-mae:5993.22510 [1375] validation_0-mae:4134.25098 validation_1-mae:5993.26709 [1376] validation_0-mae:4133.32471 validation_1-mae:5994.00244 [1377] validation_0-mae:4132.42383 validation_1-mae:5993.95850 [1378] validation_0-mae:4131.04248 validation_1-mae:5993.48438 [1379] validation_0-mae:4129.86230 validation_1-mae:5992.58740 [1380] validation_0-mae:4128.72168 validation_1-mae:5993.32568 [1381] validation_0-mae:4127.70215 validation_1-mae:5993.57520 [1382] validation_0-mae:4126.43652 validation_1-mae:5993.95264 [1383] validation_0-mae:4125.28906 validation_1-mae:5994.20996 [1384] validation_0-mae:4124.43897 validation_1-mae:5994.28027 [1385] validation_0-mae:4124.02881 validation_1-mae:5993.93945 [1386] validation_0-mae:4122.71582 validation_1-mae:5993.44678 [1387] validation_0-mae:4121.43603 validation_1-mae:5993.39453 [1388] validation_0-mae:4120.54541 validation_1-mae:5993.01221 [1389] validation_0-mae:4119.53760 validation_1-mae:5992.91260 [1390] validation_0-mae:4118.90234 validation_1-mae:5992.68506 [1391] validation_0-mae:4118.09033 validation_1-mae:5992.03564 [1392] validation_0-mae:4117.04590 validation_1-mae:5992.54004 [1393] validation_0-mae:4116.00537 validation_1-mae:5992.53369 [1394] validation_0-mae:4115.31836 validation_1-mae:5992.58057 [1395] validation_0-mae:4114.29102 validation_1-mae:5992.39014 [1396] validation_0-mae:4113.68994 validation_1-mae:5992.31250 [1397] validation_0-mae:4111.70166 validation_1-mae:5992.15088 [1398] validation_0-mae:4111.28272 validation_1-mae:5992.30811 [1399] validation_0-mae:4110.28857 validation_1-mae:5992.37793 [1400] validation_0-mae:4109.04053 validation_1-mae:5992.64111 [1401] validation_0-mae:4108.50439 validation_1-mae:5992.71094 [1402] validation_0-mae:4106.86572 validation_1-mae:5992.58887 [1403] validation_0-mae:4105.82959 validation_1-mae:5992.45508 [1404] validation_0-mae:4104.69189 validation_1-mae:5992.25635 [1405] validation_0-mae:4103.39502 validation_1-mae:5992.85107 [1406] validation_0-mae:4102.13232 validation_1-mae:5992.43603 [1407] validation_0-mae:4101.25488 validation_1-mae:5992.22217 [1408] validation_0-mae:4100.32520 validation_1-mae:5992.30664 [1409] validation_0-mae:4099.26367 validation_1-mae:5992.07422 [1410] validation_0-mae:4098.50342 validation_1-mae:5991.92236 [1411] validation_0-mae:4097.47217 validation_1-mae:5991.86816 [1412] validation_0-mae:4096.51660 validation_1-mae:5992.14355 [1413] validation_0-mae:4095.57519 validation_1-mae:5992.00977 [1414] validation_0-mae:4094.70654 validation_1-mae:5992.17236 [1415] validation_0-mae:4093.81763 validation_1-mae:5992.24561 [1416] validation_0-mae:4092.84326 validation_1-mae:5992.66211 [1417] validation_0-mae:4091.67041 validation_1-mae:5992.47412 [1418] validation_0-mae:4090.34814 validation_1-mae:5992.72803 [1419] validation_0-mae:4089.46729 validation_1-mae:5992.53467 [1420] validation_0-mae:4088.44995 validation_1-mae:5993.18066 [1421] validation_0-mae:4086.98267 validation_1-mae:5993.30127 [1422] validation_0-mae:4086.12231 validation_1-mae:5993.43457 [1423] validation_0-mae:4085.12915 validation_1-mae:5993.82373 [1424] validation_0-mae:4084.38721 validation_1-mae:5993.78564 [1425] validation_0-mae:4083.54492 validation_1-mae:5994.05615 [1426] validation_0-mae:4083.13794 validation_1-mae:5994.06445 [1427] validation_0-mae:4082.39502 validation_1-mae:5993.79883 [1428] validation_0-mae:4081.45801 validation_1-mae:5994.10693 [1429] validation_0-mae:4080.62329 validation_1-mae:5993.72852 [1430] validation_0-mae:4078.72290 validation_1-mae:5993.81641 [1431] validation_0-mae:4078.20776 validation_1-mae:5993.97022 [1432] validation_0-mae:4077.62915 validation_1-mae:5993.59131 [1433] validation_0-mae:4076.99829 validation_1-mae:5993.41699 [1434] validation_0-mae:4076.19727 validation_1-mae:5993.26904 [1435] validation_0-mae:4075.43481 validation_1-mae:5993.68603 [1436] validation_0-mae:4074.49976 validation_1-mae:5993.64453 [1437] validation_0-mae:4074.14282 validation_1-mae:5993.75977 [1438] validation_0-mae:4072.64746 validation_1-mae:5994.06201 [1439] validation_0-mae:4071.28857 validation_1-mae:5994.09228 [1440] validation_0-mae:4069.96362 validation_1-mae:5993.96533 [1441] validation_0-mae:4068.70435 validation_1-mae:5993.63135 [1442] validation_0-mae:4067.55713 validation_1-mae:5993.67920 [1443] validation_0-mae:4067.14697 validation_1-mae:5993.45850 [1444] validation_0-mae:4066.24829 validation_1-mae:5993.64404 [1445] validation_0-mae:4065.83716 validation_1-mae:5993.61279 [1446] validation_0-mae:4064.84009 validation_1-mae:5993.71240 [1447] validation_0-mae:4064.20068 validation_1-mae:5993.62109 [1448] validation_0-mae:4063.18042 validation_1-mae:5993.45117 [1449] validation_0-mae:4062.67407 validation_1-mae:5993.38330 [1450] validation_0-mae:4061.84106 validation_1-mae:5993.29785 [1451] validation_0-mae:4061.71826 validation_1-mae:5993.26416 [1452] validation_0-mae:4061.68994 validation_1-mae:5993.31250 [1453] validation_0-mae:4060.83203 validation_1-mae:5992.95996 [1454] validation_0-mae:4060.06030 validation_1-mae:5993.02295 [1455] validation_0-mae:4058.93115 validation_1-mae:5992.60254 [1456] validation_0-mae:4058.46802 validation_1-mae:5992.55957 [1457] validation_0-mae:4057.86743 validation_1-mae:5992.79248 [1458] validation_0-mae:4057.75562 validation_1-mae:5992.80322 [1459] validation_0-mae:4057.69409 validation_1-mae:5992.82568 [1460] validation_0-mae:4056.92627 validation_1-mae:5993.05469 [1461] validation_0-mae:4056.08252 validation_1-mae:5992.76709 [1462] validation_0-mae:4055.63208 validation_1-mae:5992.87988 [1463] validation_0-mae:4055.20508 validation_1-mae:5992.94629 [1464] validation_0-mae:4054.17725 validation_1-mae:5993.15527 [1465] validation_0-mae:4053.68481 validation_1-mae:5993.30078 [1466] validation_0-mae:4052.96777 validation_1-mae:5992.94385 [1467] validation_0-mae:4051.59082 validation_1-mae:5992.70947 [1468] validation_0-mae:4050.31494 validation_1-mae:5992.74951 [1469] validation_0-mae:4049.17798 validation_1-mae:5992.88184 [1470] validation_0-mae:4048.31104 validation_1-mae:5992.77148 [1471] validation_0-mae:4046.87646 validation_1-mae:5992.30273 [1472] validation_0-mae:4045.31445 validation_1-mae:5992.23193 [1473] validation_0-mae:4044.19238 validation_1-mae:5992.17773 [1474] validation_0-mae:4044.02612 validation_1-mae:5992.25391 [1475] validation_0-mae:4043.96362 validation_1-mae:5992.29443 [1476] validation_0-mae:4042.67407 validation_1-mae:5992.55469 [1477] validation_0-mae:4041.87964 validation_1-mae:5992.73584 [1478] validation_0-mae:4040.79175 validation_1-mae:5992.38232 [1479] validation_0-mae:4040.11670 validation_1-mae:5992.24756 [1480] validation_0-mae:4039.06152 validation_1-mae:5992.50098 [1481] validation_0-mae:4038.00806 validation_1-mae:5992.39600 [1482] validation_0-mae:4037.27759 validation_1-mae:5992.35889 [1483] validation_0-mae:4036.49023 validation_1-mae:5992.26025 [1484] validation_0-mae:4035.13062 validation_1-mae:5992.53418 [1485] validation_0-mae:4034.20239 validation_1-mae:5993.00195 [1486] validation_0-mae:4033.27124 validation_1-mae:5992.58398 [1487] validation_0-mae:4032.43750 validation_1-mae:5992.86230 [1488] validation_0-mae:4031.44336 validation_1-mae:5993.07812 [1489] validation_0-mae:4030.60278 validation_1-mae:5993.14844 [1490] validation_0-mae:4029.74072 validation_1-mae:5993.35742 [1491] validation_0-mae:4029.32422 validation_1-mae:5993.39160 [1492] validation_0-mae:4028.56714 validation_1-mae:5993.82764 [1493] validation_0-mae:4028.24243 validation_1-mae:5993.91504 [1494] validation_0-mae:4027.44873 validation_1-mae:5993.87158 [1495] validation_0-mae:4027.07397 validation_1-mae:5993.99609 [1496] validation_0-mae:4026.13892 validation_1-mae:5994.42773 [1497] validation_0-mae:4025.93555 validation_1-mae:5994.22168 [1498] validation_0-mae:4025.38574 validation_1-mae:5994.18213 [1499] validation_0-mae:4025.33789 validation_1-mae:5994.16846 [1500] validation_0-mae:4025.13501 validation_1-mae:5994.07861 [1501] validation_0-mae:4024.92114 validation_1-mae:5994.20557 [1502] validation_0-mae:4024.45776 validation_1-mae:5994.53662 [1503] validation_0-mae:4024.33057 validation_1-mae:5994.55371 [1504] validation_0-mae:4023.87573 validation_1-mae:5994.50879 [1505] validation_0-mae:4022.38892 validation_1-mae:5994.77197 [1506] validation_0-mae:4021.14819 validation_1-mae:5994.93311 [1507] validation_0-mae:4020.81396 validation_1-mae:5995.13525 [1508] validation_0-mae:4020.12549 validation_1-mae:5994.64307 [1509] validation_0-mae:4019.89282 validation_1-mae:5994.68311 [1510] validation_0-mae:4019.00024 validation_1-mae:5994.48877 [1511] validation_0-mae:4018.49023 validation_1-mae:5994.59277 [1512] validation_0-mae:4018.33496 validation_1-mae:5994.76221 [1513] validation_0-mae:4018.23438 validation_1-mae:5994.78857 [1514] validation_0-mae:4016.44849 validation_1-mae:5994.39453 [1515] validation_0-mae:4015.77661 validation_1-mae:5994.36182 [1516] validation_0-mae:4015.49121 validation_1-mae:5994.41992 [1517] validation_0-mae:4014.68652 validation_1-mae:5994.36475 [1518] validation_0-mae:4014.43896 validation_1-mae:5994.50684 [1519] validation_0-mae:4014.05835 validation_1-mae:5994.45947 [1520] validation_0-mae:4013.70019 validation_1-mae:5994.42676 [1521] validation_0-mae:4012.82935 validation_1-mae:5994.64551 [1522] validation_0-mae:4012.56274 validation_1-mae:5994.50684 [1523] validation_0-mae:4012.17798 validation_1-mae:5994.48926 [1524] validation_0-mae:4011.39941 validation_1-mae:5994.86963 [1525] validation_0-mae:4010.52563 validation_1-mae:5994.45752 [1526] validation_0-mae:4009.95019 validation_1-mae:5994.39014 [1527] validation_0-mae:4008.63013 validation_1-mae:5994.11279 [1528] validation_0-mae:4007.85791 validation_1-mae:5994.20752 [1529] validation_0-mae:4006.88818 validation_1-mae:5994.51807 [1530] validation_0-mae:4006.32007 validation_1-mae:5994.27783 [1531] validation_0-mae:4005.52051 validation_1-mae:5994.27393 [1532] validation_0-mae:4004.41602 validation_1-mae:5994.69141 [1533] validation_0-mae:4004.26123 validation_1-mae:5994.90723 [1534] validation_0-mae:4004.20703 validation_1-mae:5994.92920 [1535] validation_0-mae:4003.54199 validation_1-mae:5995.33984 [1536] validation_0-mae:4002.29028 validation_1-mae:5995.46777 [1537] validation_0-mae:4000.65356 validation_1-mae:5995.21484 [1538] validation_0-mae:4000.33472 validation_1-mae:5995.45117 [1539] validation_0-mae:3999.23047 validation_1-mae:5995.84131 [1540] validation_0-mae:3998.80933 validation_1-mae:5995.81103 [1541] validation_0-mae:3998.58789 validation_1-mae:5995.73340 [1542] validation_0-mae:3997.74658 validation_1-mae:5996.13965 [1543] validation_0-mae:3996.85596 validation_1-mae:5996.28027 [1544] validation_0-mae:3995.93579 validation_1-mae:5996.08057 [1545] validation_0-mae:3993.99609 validation_1-mae:5995.19385 [1546] validation_0-mae:3993.55566 validation_1-mae:5995.33838 [1547] validation_0-mae:3992.63550 validation_1-mae:5995.59570 [1548] validation_0-mae:3991.71338 validation_1-mae:5995.25391 [1549] validation_0-mae:3991.20532 validation_1-mae:5995.04541 [1550] validation_0-mae:3990.51538 validation_1-mae:5995.05322 [1551] validation_0-mae:3989.40234 validation_1-mae:5994.91357 [1552] validation_0-mae:3988.81543 validation_1-mae:5994.63086 [1553] validation_0-mae:3987.61353 validation_1-mae:5994.58545 [1554] validation_0-mae:3987.18066 validation_1-mae:5994.45312 [1555] validation_0-mae:3986.43213 validation_1-mae:5993.77148 [1556] validation_0-mae:3985.16211 validation_1-mae:5993.59180 [1557] validation_0-mae:3983.94458 validation_1-mae:5993.50488 [1558] validation_0-mae:3983.15332 validation_1-mae:5993.31152 [1559] validation_0-mae:3982.87085 validation_1-mae:5993.39502 [1560] validation_0-mae:3982.04272 validation_1-mae:5993.59131 [1561] validation_0-mae:3981.33472 validation_1-mae:5993.55322 [1562] validation_0-mae:3981.19238 validation_1-mae:5993.56689 [1563] validation_0-mae:3980.73096 validation_1-mae:5993.61914 [1564] validation_0-mae:3980.68481 validation_1-mae:5993.60791 [1565] validation_0-mae:3980.37769 validation_1-mae:5993.46289 [1566] validation_0-mae:3979.23731 validation_1-mae:5993.27637 [1567] validation_0-mae:3978.54517 validation_1-mae:5993.32568 [1568] validation_0-mae:3976.87622 validation_1-mae:5992.67090 [1569] validation_0-mae:3975.26343 validation_1-mae:5992.44824 [1570] validation_0-mae:3973.75171 validation_1-mae:5992.33545 [1571] validation_0-mae:3972.73975 validation_1-mae:5992.60840 [1572] validation_0-mae:3971.04224 validation_1-mae:5992.18311 [1573] validation_0-mae:3969.88769 validation_1-mae:5991.64307 [1574] validation_0-mae:3968.23755 validation_1-mae:5990.81641 [1575] validation_0-mae:3967.29394 validation_1-mae:5990.35254 [1576] validation_0-mae:3966.54248 validation_1-mae:5990.33203 [1577] validation_0-mae:3965.71509 validation_1-mae:5990.08691 [1578] validation_0-mae:3965.04102 validation_1-mae:5990.20752 [1579] validation_0-mae:3963.67871 validation_1-mae:5990.60205 [1580] validation_0-mae:3962.26221 validation_1-mae:5990.65625 [1581] validation_0-mae:3961.62744 validation_1-mae:5990.41602 [1582] validation_0-mae:3960.51587 validation_1-mae:5990.43750 [1583] validation_0-mae:3959.15918 validation_1-mae:5990.41699 [1584] validation_0-mae:3958.06299 validation_1-mae:5989.82617 [1585] validation_0-mae:3956.89233 validation_1-mae:5989.60938 [1586] validation_0-mae:3956.23218 validation_1-mae:5989.57080 [1587] validation_0-mae:3955.75781 validation_1-mae:5989.39551 [1588] validation_0-mae:3955.27954 validation_1-mae:5989.23389 [1589] validation_0-mae:3954.94238 validation_1-mae:5989.05420 [1590] validation_0-mae:3952.63599 validation_1-mae:5987.89795 [1591] validation_0-mae:3951.34009 validation_1-mae:5987.83252 [1592] validation_0-mae:3949.72192 validation_1-mae:5987.09228 [1593] validation_0-mae:3948.83520 validation_1-mae:5987.48242 [1594] validation_0-mae:3947.51172 validation_1-mae:5987.55762 [1595] validation_0-mae:3946.58374 validation_1-mae:5987.71045 [1596] validation_0-mae:3945.31836 validation_1-mae:5986.91797 [1597] validation_0-mae:3944.01587 validation_1-mae:5986.19873 [1598] validation_0-mae:3942.85083 validation_1-mae:5986.09131 [1599] validation_0-mae:3941.38672 validation_1-mae:5986.45605 [1600] validation_0-mae:3939.80664 validation_1-mae:5985.70361 [1601] validation_0-mae:3938.46924 validation_1-mae:5985.88770 [1602] validation_0-mae:3937.56567 validation_1-mae:5985.87549 [1603] validation_0-mae:3935.93213 validation_1-mae:5985.53320 [1604] validation_0-mae:3935.05103 validation_1-mae:5985.58008 [1605] validation_0-mae:3934.35376 validation_1-mae:5986.10547 [1606] validation_0-mae:3933.57422 validation_1-mae:5986.44873 [1607] validation_0-mae:3932.72192 validation_1-mae:5986.51758 [1608] validation_0-mae:3932.07739 validation_1-mae:5986.20557 [1609] validation_0-mae:3931.31909 validation_1-mae:5986.13330 [1610] validation_0-mae:3930.05640 validation_1-mae:5985.99707 [1611] validation_0-mae:3929.23340 validation_1-mae:5986.11182 [1612] validation_0-mae:3927.96680 validation_1-mae:5985.40430 [1613] validation_0-mae:3927.28857 validation_1-mae:5985.50830 [1614] validation_0-mae:3925.98975 validation_1-mae:5985.41211 [1615] validation_0-mae:3925.14990 validation_1-mae:5985.60303 [1616] validation_0-mae:3924.71655 validation_1-mae:5986.05225 [1617] validation_0-mae:3923.68188 validation_1-mae:5986.25635 [1618] validation_0-mae:3922.83789 validation_1-mae:5986.40283 [1619] validation_0-mae:3921.98975 validation_1-mae:5986.46143 [1620] validation_0-mae:3920.84619 validation_1-mae:5986.49756 [1621] validation_0-mae:3920.45361 validation_1-mae:5986.42432 [1622] validation_0-mae:3918.96265 validation_1-mae:5986.56787 [1623] validation_0-mae:3918.51294 validation_1-mae:5986.55664 [1624] validation_0-mae:3917.52954 validation_1-mae:5986.36426 [1625] validation_0-mae:3916.93115 validation_1-mae:5986.36426 [1626] validation_0-mae:3916.27905 validation_1-mae:5986.55713 [1627] validation_0-mae:3915.40942 validation_1-mae:5986.85547 [1628] validation_0-mae:3914.67090 validation_1-mae:5986.59814 [1629] validation_0-mae:3913.84888 validation_1-mae:5986.58252 [1630] validation_0-mae:3913.32007 validation_1-mae:5986.47168 [1631] validation_0-mae:3912.36719 validation_1-mae:5986.64014 [1632] validation_0-mae:3911.11841 validation_1-mae:5986.46777 [1633] validation_0-mae:3910.59375 validation_1-mae:5986.71680 [1634] validation_0-mae:3909.65283 validation_1-mae:5987.12695 [1635] validation_0-mae:3908.82642 validation_1-mae:5987.24756 [1636] validation_0-mae:3907.96509 validation_1-mae:5987.27539 [1637] validation_0-mae:3907.36987 validation_1-mae:5987.21533 [1638] validation_0-mae:3906.63599 validation_1-mae:5987.05762 [1639] validation_0-mae:3905.94043 validation_1-mae:5987.26172 [1640] validation_0-mae:3904.92554 validation_1-mae:5987.32910 [1641] validation_0-mae:3904.23755 validation_1-mae:5987.35742 [1642] validation_0-mae:3903.67334 validation_1-mae:5987.39697 [1643] validation_0-mae:3902.85181 validation_1-mae:5987.54199 [1644] validation_0-mae:3902.02637 validation_1-mae:5987.46387 [1645] validation_0-mae:3901.26440 validation_1-mae:5987.74365 [1646] validation_0-mae:3900.84814 validation_1-mae:5987.85156 [1647] validation_0-mae:3900.25049 validation_1-mae:5987.97412 [1648] validation_0-mae:3899.53418 validation_1-mae:5987.96582 [1649] validation_0-mae:3898.78809 validation_1-mae:5988.19385 [1650] validation_0-mae:3898.20288 validation_1-mae:5988.47412 [1651] validation_0-mae:3897.31030 validation_1-mae:5988.61963 [1652] validation_0-mae:3896.73731 validation_1-mae:5988.66553 [1653] validation_0-mae:3895.53076 validation_1-mae:5988.36816 [1654] validation_0-mae:3894.83423 validation_1-mae:5988.61768 [1655] validation_0-mae:3894.19605 validation_1-mae:5988.59326 [1656] validation_0-mae:3893.55664 validation_1-mae:5988.78857 [1657] validation_0-mae:3893.19580 validation_1-mae:5988.72363 [1658] validation_0-mae:3892.39404 validation_1-mae:5988.43555 [1659] validation_0-mae:3891.66162 validation_1-mae:5988.97803 [1660] validation_0-mae:3890.79272 validation_1-mae:5989.30029 [1661] validation_0-mae:3890.18408 validation_1-mae:5989.05371 [1662] validation_0-mae:3889.46143 validation_1-mae:5988.90772 [1663] validation_0-mae:3888.80200 validation_1-mae:5989.31689 [1664] validation_0-mae:3887.81738 validation_1-mae:5989.20654 [1665] validation_0-mae:3887.04419 validation_1-mae:5989.38135 [1666] validation_0-mae:3886.04590 validation_1-mae:5989.65674 [1667] validation_0-mae:3885.21509 validation_1-mae:5989.80078 [1668] validation_0-mae:3884.89502 validation_1-mae:5989.87305 [1669] validation_0-mae:3884.19165 validation_1-mae:5989.93115 [1670] validation_0-mae:3883.27490 validation_1-mae:5989.44141 [1671] validation_0-mae:3882.50146 validation_1-mae:5989.38232 [1672] validation_0-mae:3881.48364 validation_1-mae:5988.71143 [1673] validation_0-mae:3881.04394 validation_1-mae:5988.62793 [1674] validation_0-mae:3880.25488 validation_1-mae:5988.75928 [1675] validation_0-mae:3879.62280 validation_1-mae:5988.76465 [1676] validation_0-mae:3878.86475 validation_1-mae:5988.95752 [1677] validation_0-mae:3877.50781 validation_1-mae:5988.91016 [1678] validation_0-mae:3876.44946 validation_1-mae:5988.72656 [1679] validation_0-mae:3875.76880 validation_1-mae:5988.91113 [1680] validation_0-mae:3875.04834 validation_1-mae:5989.12207 [1681] validation_0-mae:3874.02075 validation_1-mae:5989.21728 [1682] validation_0-mae:3873.09033 validation_1-mae:5989.23486 [1683] validation_0-mae:3872.54224 validation_1-mae:5989.02539 [1684] validation_0-mae:3871.81836 validation_1-mae:5989.09326 [1685] validation_0-mae:3871.30786 validation_1-mae:5988.91357 [1686] validation_0-mae:3870.63281 validation_1-mae:5988.92871 [1687] validation_0-mae:3869.46729 validation_1-mae:5988.75049 [1688] validation_0-mae:3868.57690 validation_1-mae:5988.91846 [1689] validation_0-mae:3867.50146 validation_1-mae:5988.89404 [1690] validation_0-mae:3866.76050 validation_1-mae:5988.55127 [1691] validation_0-mae:3865.76416 validation_1-mae:5988.75684 [1692] validation_0-mae:3865.21289 validation_1-mae:5988.71045 [1693] validation_0-mae:3863.37939 validation_1-mae:5988.44141 [1694] validation_0-mae:3863.16894 validation_1-mae:5988.37647 [1695] validation_0-mae:3862.16577 validation_1-mae:5987.93262 [1696] validation_0-mae:3861.14893 validation_1-mae:5987.70898 [1697] validation_0-mae:3860.38257 validation_1-mae:5987.64990 [1698] validation_0-mae:3859.51147 validation_1-mae:5987.71631 [1699] validation_0-mae:3858.87573 validation_1-mae:5987.63623 Dropping: astra [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20745.88867 [4] validation_0-mae:19043.08594 validation_1-mae:18783.02148 [5] validation_0-mae:17301.18555 validation_1-mae:17050.82422 [6] validation_0-mae:15788.85156 validation_1-mae:15546.00586 [7] validation_0-mae:14475.86523 validation_1-mae:14245.83789 [8] validation_0-mae:13346.72363 validation_1-mae:13123.64844 [9] validation_0-mae:12383.51367 validation_1-mae:12163.87012 [10] validation_0-mae:11563.51367 validation_1-mae:11347.74512 [11] validation_0-mae:10874.35449 validation_1-mae:10666.29981 [12] validation_0-mae:10304.22168 validation_1-mae:10103.88086 [13] validation_0-mae:9819.97461 validation_1-mae:9624.27930 [14] validation_0-mae:9418.90527 validation_1-mae:9233.74707 [15] validation_0-mae:9084.41894 validation_1-mae:8906.31934 [16] validation_0-mae:8802.76660 validation_1-mae:8634.91016 [17] validation_0-mae:8567.56836 validation_1-mae:8410.47852 [18] validation_0-mae:8374.73828 validation_1-mae:8222.29981 [19] validation_0-mae:8212.24023 validation_1-mae:8069.50244 [20] validation_0-mae:8069.49512 validation_1-mae:7938.42334 [21] validation_0-mae:7945.14746 validation_1-mae:7830.52588 [22] validation_0-mae:7847.00684 validation_1-mae:7744.08936 [23] validation_0-mae:7760.75342 validation_1-mae:7674.97119 [24] validation_0-mae:7677.04004 validation_1-mae:7596.62305 [25] validation_0-mae:7604.44043 validation_1-mae:7533.30273 [26] validation_0-mae:7548.93848 validation_1-mae:7486.51562 [27] validation_0-mae:7488.62109 validation_1-mae:7432.49365 [28] validation_0-mae:7439.36963 validation_1-mae:7391.40332 [29] validation_0-mae:7397.19141 validation_1-mae:7357.24219 [30] validation_0-mae:7361.49219 validation_1-mae:7326.77686 [31] validation_0-mae:7320.92285 validation_1-mae:7290.23779 [32] validation_0-mae:7292.50488 validation_1-mae:7272.76611 [33] validation_0-mae:7264.29980 validation_1-mae:7251.71143 [34] validation_0-mae:7233.97900 validation_1-mae:7231.72900 [35] validation_0-mae:7202.50684 validation_1-mae:7207.03516 [36] validation_0-mae:7185.27783 validation_1-mae:7193.60889 [37] validation_0-mae:7167.57373 validation_1-mae:7183.56494 [38] validation_0-mae:7142.21631 validation_1-mae:7162.18164 [39] validation_0-mae:7120.85303 validation_1-mae:7145.04150 [40] validation_0-mae:7104.45898 validation_1-mae:7136.40527 [41] validation_0-mae:7088.63379 validation_1-mae:7128.74609 [42] validation_0-mae:7068.10840 validation_1-mae:7113.84375 [43] validation_0-mae:7047.75586 validation_1-mae:7099.26611 [44] validation_0-mae:7022.35645 validation_1-mae:7079.10156 [45] validation_0-mae:7001.04004 validation_1-mae:7059.38037 [46] validation_0-mae:6982.76855 validation_1-mae:7046.75830 [47] validation_0-mae:6972.17920 validation_1-mae:7040.06201 [48] validation_0-mae:6955.85254 validation_1-mae:7029.70410 [49] validation_0-mae:6940.66699 validation_1-mae:7020.58740 [50] validation_0-mae:6919.78711 validation_1-mae:7001.69971 [51] validation_0-mae:6902.77148 validation_1-mae:6987.68213 [52] validation_0-mae:6890.45801 validation_1-mae:6979.12939 [53] validation_0-mae:6872.04883 validation_1-mae:6963.04883 [54] validation_0-mae:6854.54834 validation_1-mae:6950.68701 [55] validation_0-mae:6842.35449 validation_1-mae:6940.95068 [56] validation_0-mae:6832.18262 validation_1-mae:6934.59668 [57] validation_0-mae:6817.85596 validation_1-mae:6927.28076 [58] validation_0-mae:6804.40625 validation_1-mae:6918.24707 [59] validation_0-mae:6793.25586 validation_1-mae:6910.85742 [60] validation_0-mae:6776.04004 validation_1-mae:6897.63965 [61] validation_0-mae:6761.69336 validation_1-mae:6884.86963 [62] validation_0-mae:6750.37842 validation_1-mae:6876.12988 [63] validation_0-mae:6737.20654 validation_1-mae:6866.37451 [64] validation_0-mae:6723.90625 validation_1-mae:6856.12109 [65] validation_0-mae:6713.77637 validation_1-mae:6851.83643 [66] validation_0-mae:6701.17090 validation_1-mae:6842.72656 [67] validation_0-mae:6680.21582 validation_1-mae:6825.35400 [68] validation_0-mae:6667.84033 validation_1-mae:6814.49756 [69] validation_0-mae:6660.58008 validation_1-mae:6807.29590 [70] validation_0-mae:6649.20508 validation_1-mae:6800.28516 [71] validation_0-mae:6637.02246 validation_1-mae:6791.93457 [72] validation_0-mae:6626.56738 validation_1-mae:6783.56055 [73] validation_0-mae:6615.54004 validation_1-mae:6774.27832 [74] validation_0-mae:6606.92725 validation_1-mae:6769.71875 [75] validation_0-mae:6599.22314 validation_1-mae:6764.50635 [76] validation_0-mae:6585.89111 validation_1-mae:6753.35010 [77] validation_0-mae:6580.71289 validation_1-mae:6749.07861 [78] validation_0-mae:6569.11865 validation_1-mae:6741.61670 [79] validation_0-mae:6560.81397 validation_1-mae:6734.91797 [80] validation_0-mae:6554.91406 validation_1-mae:6731.88672 [81] validation_0-mae:6549.45166 validation_1-mae:6729.49023 [82] validation_0-mae:6536.50244 validation_1-mae:6717.71191 [83] validation_0-mae:6523.54883 validation_1-mae:6707.40674 [84] validation_0-mae:6515.52441 validation_1-mae:6701.08447 [85] validation_0-mae:6507.63037 validation_1-mae:6693.63184 [86] validation_0-mae:6501.02002 validation_1-mae:6690.59473 [87] validation_0-mae:6491.32178 validation_1-mae:6684.12793 [88] validation_0-mae:6481.84766 validation_1-mae:6677.97900 [89] validation_0-mae:6474.48486 validation_1-mae:6671.49072 [90] validation_0-mae:6465.49756 validation_1-mae:6666.32031 [91] validation_0-mae:6462.68652 validation_1-mae:6665.38281 [92] validation_0-mae:6453.74170 validation_1-mae:6659.38867 [93] validation_0-mae:6448.24707 validation_1-mae:6655.70117 [94] validation_0-mae:6442.43115 validation_1-mae:6654.31299 [95] validation_0-mae:6433.37988 validation_1-mae:6647.86084 [96] validation_0-mae:6426.41016 validation_1-mae:6642.42529 [97] validation_0-mae:6419.03955 validation_1-mae:6637.91162 [98] validation_0-mae:6411.53272 validation_1-mae:6633.17188 [99] validation_0-mae:6406.69092 validation_1-mae:6630.73193 [100] validation_0-mae:6402.05322 validation_1-mae:6627.76123 [101] validation_0-mae:6393.16211 validation_1-mae:6622.66748 [102] validation_0-mae:6386.52686 validation_1-mae:6618.41211 [103] validation_0-mae:6377.44531 validation_1-mae:6613.09473 [104] validation_0-mae:6371.23535 validation_1-mae:6609.01758 [105] validation_0-mae:6366.20215 validation_1-mae:6605.87109 [106] validation_0-mae:6362.37256 validation_1-mae:6604.51758 [107] validation_0-mae:6353.74658 validation_1-mae:6599.08203 [108] validation_0-mae:6348.58105 validation_1-mae:6594.07080 [109] validation_0-mae:6343.87402 validation_1-mae:6590.13037 [110] validation_0-mae:6335.54834 validation_1-mae:6583.86621 [111] validation_0-mae:6331.29785 validation_1-mae:6581.21680 [112] validation_0-mae:6324.87891 validation_1-mae:6576.75732 [113] validation_0-mae:6318.61279 validation_1-mae:6572.40576 [114] validation_0-mae:6310.58936 validation_1-mae:6564.07520 [115] validation_0-mae:6305.42285 validation_1-mae:6561.53613 [116] validation_0-mae:6301.43213 validation_1-mae:6559.34131 [117] validation_0-mae:6297.00781 validation_1-mae:6556.03760 [118] validation_0-mae:6291.01270 validation_1-mae:6551.69775 [119] validation_0-mae:6287.09473 validation_1-mae:6547.76611 [120] validation_0-mae:6279.68262 validation_1-mae:6543.90527 [121] validation_0-mae:6273.93408 validation_1-mae:6539.72168 [122] validation_0-mae:6270.30518 validation_1-mae:6538.58496 [123] validation_0-mae:6266.69922 validation_1-mae:6536.96143 [124] validation_0-mae:6263.45898 validation_1-mae:6535.03223 [125] validation_0-mae:6258.36328 validation_1-mae:6533.38135 [126] validation_0-mae:6253.71582 validation_1-mae:6531.42139 [127] validation_0-mae:6246.94092 validation_1-mae:6526.98242 [128] validation_0-mae:6241.59961 validation_1-mae:6523.95166 [129] validation_0-mae:6238.12061 validation_1-mae:6523.32764 [130] validation_0-mae:6233.84961 validation_1-mae:6519.57324 [131] validation_0-mae:6227.02295 validation_1-mae:6512.72607 [132] validation_0-mae:6223.29053 validation_1-mae:6510.72705 [133] validation_0-mae:6218.65137 validation_1-mae:6509.04053 [134] validation_0-mae:6214.88477 validation_1-mae:6506.70996 [135] validation_0-mae:6209.78809 validation_1-mae:6505.27051 [136] validation_0-mae:6205.84717 validation_1-mae:6502.52051 [137] validation_0-mae:6201.96143 validation_1-mae:6500.86963 [138] validation_0-mae:6198.15723 validation_1-mae:6499.56592 [139] validation_0-mae:6195.67676 validation_1-mae:6498.11426 [140] validation_0-mae:6192.19141 validation_1-mae:6495.60352 [141] validation_0-mae:6184.70020 validation_1-mae:6490.80322 [142] validation_0-mae:6180.70752 validation_1-mae:6488.70752 [143] validation_0-mae:6175.70996 validation_1-mae:6485.71777 [144] validation_0-mae:6172.44482 validation_1-mae:6484.43457 [145] validation_0-mae:6169.77051 validation_1-mae:6482.90820 [146] validation_0-mae:6162.25293 validation_1-mae:6477.41650 [147] validation_0-mae:6151.18506 validation_1-mae:6468.75049 [148] validation_0-mae:6145.31592 validation_1-mae:6465.76855 [149] validation_0-mae:6141.59668 validation_1-mae:6464.09131 [150] validation_0-mae:6137.35840 validation_1-mae:6462.15234 [151] validation_0-mae:6130.42578 validation_1-mae:6457.14795 [152] validation_0-mae:6128.46631 validation_1-mae:6455.04395 [153] validation_0-mae:6120.91992 validation_1-mae:6449.91846 [154] validation_0-mae:6117.57422 validation_1-mae:6449.40381 [155] validation_0-mae:6110.17725 validation_1-mae:6443.10889 [156] validation_0-mae:6107.91797 validation_1-mae:6442.30908 [157] validation_0-mae:6105.20801 validation_1-mae:6440.82080 [158] validation_0-mae:6103.04492 validation_1-mae:6440.15576 [159] validation_0-mae:6096.77295 validation_1-mae:6435.58203 [160] validation_0-mae:6092.25439 validation_1-mae:6435.62793 [161] validation_0-mae:6087.82520 validation_1-mae:6433.47852 [162] validation_0-mae:6084.84131 validation_1-mae:6431.79688 [163] validation_0-mae:6082.11035 validation_1-mae:6430.88135 [164] validation_0-mae:6078.97314 validation_1-mae:6428.76758 [165] validation_0-mae:6074.89746 validation_1-mae:6425.79004 [166] validation_0-mae:6073.82666 validation_1-mae:6425.74170 [167] validation_0-mae:6070.84082 validation_1-mae:6424.21680 [168] validation_0-mae:6067.82666 validation_1-mae:6423.15527 [169] validation_0-mae:6065.16309 validation_1-mae:6422.67285 [170] validation_0-mae:6058.56201 validation_1-mae:6419.66943 [171] validation_0-mae:6054.43848 validation_1-mae:6418.46924 [172] validation_0-mae:6049.85352 validation_1-mae:6416.33252 [173] validation_0-mae:6046.81006 validation_1-mae:6415.15381 [174] validation_0-mae:6043.87207 validation_1-mae:6413.31641 [175] validation_0-mae:6041.17920 validation_1-mae:6412.21680 [176] validation_0-mae:6036.52148 validation_1-mae:6409.77978 [177] validation_0-mae:6032.19775 validation_1-mae:6408.15430 [178] validation_0-mae:6026.09375 validation_1-mae:6404.20557 [179] validation_0-mae:6023.53125 validation_1-mae:6402.53223 [180] validation_0-mae:6019.63086 validation_1-mae:6401.12939 [181] validation_0-mae:6014.46436 validation_1-mae:6398.91797 [182] validation_0-mae:6007.58057 validation_1-mae:6393.95459 [183] validation_0-mae:6003.33154 validation_1-mae:6391.83936 [184] validation_0-mae:5998.98584 validation_1-mae:6389.80908 [185] validation_0-mae:5994.35303 validation_1-mae:6387.61133 [186] validation_0-mae:5988.73730 validation_1-mae:6384.20459 [187] validation_0-mae:5985.26611 validation_1-mae:6384.16260 [188] validation_0-mae:5982.22803 validation_1-mae:6382.59033 [189] validation_0-mae:5979.09717 validation_1-mae:6381.00830 [190] validation_0-mae:5972.32764 validation_1-mae:6375.94238 [191] validation_0-mae:5969.64258 validation_1-mae:6375.14746 [192] validation_0-mae:5967.85205 validation_1-mae:6374.98340 [193] validation_0-mae:5961.90869 validation_1-mae:6371.79053 [194] validation_0-mae:5959.89209 validation_1-mae:6370.05908 [195] validation_0-mae:5956.78320 validation_1-mae:6370.73486 [196] validation_0-mae:5954.65723 validation_1-mae:6369.84180 [197] validation_0-mae:5952.16406 validation_1-mae:6368.44385 [198] validation_0-mae:5947.75830 validation_1-mae:6364.91699 [199] validation_0-mae:5944.89746 validation_1-mae:6363.91504 [200] validation_0-mae:5943.32227 validation_1-mae:6363.05029 [201] validation_0-mae:5941.67285 validation_1-mae:6361.72363 [202] validation_0-mae:5938.31006 validation_1-mae:6360.94141 [203] validation_0-mae:5934.02393 validation_1-mae:6359.26172 [204] validation_0-mae:5930.67090 validation_1-mae:6357.29102 [205] validation_0-mae:5928.42090 validation_1-mae:6357.89893 [206] validation_0-mae:5925.25098 validation_1-mae:6354.67480 [207] validation_0-mae:5924.46680 validation_1-mae:6354.59277 [208] validation_0-mae:5921.08838 validation_1-mae:6352.66357 [209] validation_0-mae:5918.13184 validation_1-mae:6352.26758 [210] validation_0-mae:5914.67041 validation_1-mae:6350.36865 [211] validation_0-mae:5912.74658 validation_1-mae:6348.98340 [212] validation_0-mae:5908.47900 validation_1-mae:6346.45166 [213] validation_0-mae:5905.04639 validation_1-mae:6343.75635 [214] validation_0-mae:5900.48096 validation_1-mae:6341.05615 [215] validation_0-mae:5895.44531 validation_1-mae:6341.18994 [216] validation_0-mae:5893.10791 validation_1-mae:6339.86230 [217] validation_0-mae:5890.59961 validation_1-mae:6338.94580 [218] validation_0-mae:5887.14014 validation_1-mae:6337.36377 [219] validation_0-mae:5881.02930 validation_1-mae:6333.22168 [220] validation_0-mae:5879.68701 validation_1-mae:6332.85791 [221] validation_0-mae:5876.83496 validation_1-mae:6333.46777 [222] validation_0-mae:5874.37695 validation_1-mae:6332.88525 [223] validation_0-mae:5872.04932 validation_1-mae:6332.13965 [224] validation_0-mae:5869.80811 validation_1-mae:6331.96387 [225] validation_0-mae:5867.40381 validation_1-mae:6329.88330 [226] validation_0-mae:5864.28418 validation_1-mae:6328.24609 [227] validation_0-mae:5861.72168 validation_1-mae:6327.82568 [228] validation_0-mae:5861.07959 validation_1-mae:6327.11768 [229] validation_0-mae:5859.55127 validation_1-mae:6327.27881 [230] validation_0-mae:5857.84033 validation_1-mae:6326.58398 [231] validation_0-mae:5854.50586 validation_1-mae:6325.40478 [232] validation_0-mae:5853.76270 validation_1-mae:6325.04102 [233] validation_0-mae:5849.47314 validation_1-mae:6321.42432 [234] validation_0-mae:5846.26465 validation_1-mae:6320.54004 [235] validation_0-mae:5844.37647 validation_1-mae:6320.18701 [236] validation_0-mae:5841.69531 validation_1-mae:6319.43652 [237] validation_0-mae:5832.35449 validation_1-mae:6315.58789 [238] validation_0-mae:5828.84570 validation_1-mae:6312.74658 [239] validation_0-mae:5823.37549 validation_1-mae:6310.82666 [240] validation_0-mae:5818.19287 validation_1-mae:6308.36719 [241] validation_0-mae:5814.72022 validation_1-mae:6308.15527 [242] validation_0-mae:5810.53955 validation_1-mae:6305.90723 [243] validation_0-mae:5808.51318 validation_1-mae:6306.27490 [244] validation_0-mae:5806.88525 validation_1-mae:6305.82422 [245] validation_0-mae:5801.82080 validation_1-mae:6302.33740 [246] validation_0-mae:5800.22510 validation_1-mae:6302.09961 [247] validation_0-mae:5799.28223 validation_1-mae:6301.38867 [248] validation_0-mae:5795.98096 validation_1-mae:6299.90137 [249] validation_0-mae:5793.00879 validation_1-mae:6298.00391 [250] validation_0-mae:5791.39502 validation_1-mae:6297.73438 [251] validation_0-mae:5789.96289 validation_1-mae:6297.59424 [252] validation_0-mae:5786.77100 validation_1-mae:6295.87207 [253] validation_0-mae:5785.07324 validation_1-mae:6296.22900 [254] validation_0-mae:5782.67920 validation_1-mae:6295.61816 [255] validation_0-mae:5780.51709 validation_1-mae:6294.51953 [256] validation_0-mae:5778.20850 validation_1-mae:6294.93115 [257] validation_0-mae:5776.36963 validation_1-mae:6295.88135 [258] validation_0-mae:5769.32080 validation_1-mae:6291.95996 [259] validation_0-mae:5766.93408 validation_1-mae:6291.63330 [260] validation_0-mae:5765.28906 validation_1-mae:6291.18359 [261] validation_0-mae:5762.75781 validation_1-mae:6290.72363 [262] validation_0-mae:5760.19189 validation_1-mae:6290.19238 [263] validation_0-mae:5757.31250 validation_1-mae:6289.44922 [264] validation_0-mae:5754.68555 validation_1-mae:6289.05078 [265] validation_0-mae:5753.44824 validation_1-mae:6288.87744 [266] validation_0-mae:5752.93457 validation_1-mae:6288.88281 [267] validation_0-mae:5749.87109 validation_1-mae:6287.69385 [268] validation_0-mae:5746.54492 validation_1-mae:6286.27344 [269] validation_0-mae:5744.24365 validation_1-mae:6285.36572 [270] validation_0-mae:5742.62988 validation_1-mae:6284.99512 [271] validation_0-mae:5740.16504 validation_1-mae:6284.08789 [272] validation_0-mae:5736.56397 validation_1-mae:6283.69189 [273] validation_0-mae:5733.17920 validation_1-mae:6281.16309 [274] validation_0-mae:5730.31299 validation_1-mae:6279.87891 [275] validation_0-mae:5727.54150 validation_1-mae:6278.58154 [276] validation_0-mae:5724.49414 validation_1-mae:6278.39844 [277] validation_0-mae:5724.02441 validation_1-mae:6279.00928 [278] validation_0-mae:5722.38770 validation_1-mae:6277.71973 [279] validation_0-mae:5715.22314 validation_1-mae:6273.31397 [280] validation_0-mae:5712.20654 validation_1-mae:6271.11328 [281] validation_0-mae:5709.18994 validation_1-mae:6270.72803 [282] validation_0-mae:5706.22363 validation_1-mae:6268.87695 [283] validation_0-mae:5703.34522 validation_1-mae:6267.69971 [284] validation_0-mae:5701.49756 validation_1-mae:6267.20117 [285] validation_0-mae:5699.92529 validation_1-mae:6267.56201 [286] validation_0-mae:5698.19141 validation_1-mae:6266.60205 [287] validation_0-mae:5692.81201 validation_1-mae:6263.96973 [288] validation_0-mae:5691.53857 validation_1-mae:6263.57617 [289] validation_0-mae:5687.36768 validation_1-mae:6262.64014 [290] validation_0-mae:5685.09912 validation_1-mae:6262.12842 [291] validation_0-mae:5683.72412 validation_1-mae:6261.21924 [292] validation_0-mae:5682.30713 validation_1-mae:6260.03564 [293] validation_0-mae:5678.80908 validation_1-mae:6259.05566 [294] validation_0-mae:5677.49219 validation_1-mae:6259.03564 [295] validation_0-mae:5675.45312 validation_1-mae:6258.15186 [296] validation_0-mae:5672.22852 validation_1-mae:6256.40283 [297] validation_0-mae:5668.64355 validation_1-mae:6256.19336 [298] validation_0-mae:5665.60938 validation_1-mae:6255.15820 [299] validation_0-mae:5664.07471 validation_1-mae:6255.13477 [300] validation_0-mae:5659.76562 validation_1-mae:6252.03857 [301] validation_0-mae:5658.19824 validation_1-mae:6251.62402 [302] validation_0-mae:5654.64746 validation_1-mae:6249.95068 [303] validation_0-mae:5648.96777 validation_1-mae:6246.92432 [304] validation_0-mae:5646.91797 validation_1-mae:6246.27246 [305] validation_0-mae:5645.03223 validation_1-mae:6245.62353 [306] validation_0-mae:5642.73682 validation_1-mae:6244.86914 [307] validation_0-mae:5640.48535 validation_1-mae:6243.50732 [308] validation_0-mae:5639.10498 validation_1-mae:6243.11475 [309] validation_0-mae:5637.59033 validation_1-mae:6242.81836 [310] validation_0-mae:5635.85352 validation_1-mae:6242.38525 [311] validation_0-mae:5634.59180 validation_1-mae:6241.26611 [312] validation_0-mae:5633.86426 validation_1-mae:6240.78369 [313] validation_0-mae:5631.06152 validation_1-mae:6240.10742 [314] validation_0-mae:5626.06201 validation_1-mae:6236.19922 [315] validation_0-mae:5623.82520 validation_1-mae:6235.65283 [316] validation_0-mae:5620.96533 validation_1-mae:6234.36963 [317] validation_0-mae:5619.22217 validation_1-mae:6234.31885 [318] validation_0-mae:5617.59863 validation_1-mae:6233.57520 [319] validation_0-mae:5616.50000 validation_1-mae:6233.72022 [320] validation_0-mae:5614.33838 validation_1-mae:6233.48242 [321] validation_0-mae:5611.88379 validation_1-mae:6232.50293 [322] validation_0-mae:5608.98193 validation_1-mae:6231.67139 [323] validation_0-mae:5606.28027 validation_1-mae:6230.94727 [324] validation_0-mae:5605.86670 validation_1-mae:6231.62256 [325] validation_0-mae:5604.10254 validation_1-mae:6231.05469 [326] validation_0-mae:5603.13086 validation_1-mae:6230.90234 [327] validation_0-mae:5601.62402 validation_1-mae:6230.44385 [328] validation_0-mae:5600.26855 validation_1-mae:6230.34375 [329] validation_0-mae:5599.45654 validation_1-mae:6229.92188 [330] validation_0-mae:5598.41162 validation_1-mae:6230.09766 [331] validation_0-mae:5595.93213 validation_1-mae:6228.87061 [332] validation_0-mae:5591.58545 validation_1-mae:6226.50000 [333] validation_0-mae:5590.34961 validation_1-mae:6225.52295 [334] validation_0-mae:5583.65088 validation_1-mae:6221.55664 [335] validation_0-mae:5579.39014 validation_1-mae:6220.43603 [336] validation_0-mae:5573.33447 validation_1-mae:6218.60840 [337] validation_0-mae:5569.50391 validation_1-mae:6217.30322 [338] validation_0-mae:5567.60254 validation_1-mae:6216.61279 [339] validation_0-mae:5566.10352 validation_1-mae:6216.08154 [340] validation_0-mae:5565.63965 validation_1-mae:6216.07764 [341] validation_0-mae:5565.17676 validation_1-mae:6216.33936 [342] validation_0-mae:5563.52783 validation_1-mae:6216.23535 [343] validation_0-mae:5559.23633 validation_1-mae:6214.90674 [344] validation_0-mae:5556.09033 validation_1-mae:6214.02441 [345] validation_0-mae:5553.82031 validation_1-mae:6213.13770 [346] validation_0-mae:5552.07812 validation_1-mae:6213.37305 [347] validation_0-mae:5549.42676 validation_1-mae:6212.16602 [348] validation_0-mae:5547.05518 validation_1-mae:6211.50879 [349] validation_0-mae:5544.48145 validation_1-mae:6210.45605 [350] validation_0-mae:5541.13477 validation_1-mae:6207.86621 [351] validation_0-mae:5539.14941 validation_1-mae:6206.48291 [352] validation_0-mae:5536.47119 validation_1-mae:6204.98633 [353] validation_0-mae:5533.59473 validation_1-mae:6204.17578 [354] validation_0-mae:5533.17773 validation_1-mae:6203.74951 [355] validation_0-mae:5532.45850 validation_1-mae:6203.31055 [356] validation_0-mae:5531.02393 validation_1-mae:6202.60889 [357] validation_0-mae:5527.40527 validation_1-mae:6201.43652 [358] validation_0-mae:5525.18311 validation_1-mae:6201.61963 [359] validation_0-mae:5523.17529 validation_1-mae:6200.14209 [360] validation_0-mae:5521.30371 validation_1-mae:6199.30322 [361] validation_0-mae:5519.97949 validation_1-mae:6198.87988 [362] validation_0-mae:5517.95947 validation_1-mae:6198.26025 [363] validation_0-mae:5516.66846 validation_1-mae:6198.07910 [364] validation_0-mae:5513.87598 validation_1-mae:6196.82666 [365] validation_0-mae:5512.71289 validation_1-mae:6196.33447 [366] validation_0-mae:5511.75635 validation_1-mae:6195.24219 [367] validation_0-mae:5510.43555 validation_1-mae:6195.19580 [368] validation_0-mae:5507.67236 validation_1-mae:6194.72119 [369] validation_0-mae:5503.29736 validation_1-mae:6193.85889 [370] validation_0-mae:5499.90186 validation_1-mae:6193.39990 [371] validation_0-mae:5497.61914 validation_1-mae:6191.68652 [372] validation_0-mae:5495.02002 validation_1-mae:6191.16016 [373] validation_0-mae:5494.49170 validation_1-mae:6191.22559 [374] validation_0-mae:5492.26611 validation_1-mae:6191.19727 [375] validation_0-mae:5491.35449 validation_1-mae:6191.08936 [376] validation_0-mae:5489.99561 validation_1-mae:6191.31982 [377] validation_0-mae:5488.56982 validation_1-mae:6190.94775 [378] validation_0-mae:5487.88086 validation_1-mae:6190.77246 [379] validation_0-mae:5485.08154 validation_1-mae:6189.06006 [380] validation_0-mae:5480.45850 validation_1-mae:6186.54102 [381] validation_0-mae:5476.57031 validation_1-mae:6183.97119 [382] validation_0-mae:5474.07861 validation_1-mae:6182.88916 [383] validation_0-mae:5472.68018 validation_1-mae:6182.84766 [384] validation_0-mae:5471.40723 validation_1-mae:6182.98242 [385] validation_0-mae:5467.11816 validation_1-mae:6180.98389 [386] validation_0-mae:5464.59228 validation_1-mae:6179.89941 [387] validation_0-mae:5461.77588 validation_1-mae:6179.28711 [388] validation_0-mae:5460.50098 validation_1-mae:6179.14062 [389] validation_0-mae:5458.12158 validation_1-mae:6179.06152 [390] validation_0-mae:5456.93115 validation_1-mae:6179.06397 [391] validation_0-mae:5454.74658 validation_1-mae:6178.32080 [392] validation_0-mae:5452.82373 validation_1-mae:6176.91211 [393] validation_0-mae:5450.58447 validation_1-mae:6175.85205 [394] validation_0-mae:5447.18066 validation_1-mae:6172.81494 [395] validation_0-mae:5444.45068 validation_1-mae:6171.04053 [396] validation_0-mae:5443.01465 validation_1-mae:6170.75928 [397] validation_0-mae:5440.68213 validation_1-mae:6170.25098 [398] validation_0-mae:5438.78760 validation_1-mae:6169.61816 [399] validation_0-mae:5438.55127 validation_1-mae:6169.64404 [400] validation_0-mae:5436.85645 validation_1-mae:6170.18408 [401] validation_0-mae:5434.84131 validation_1-mae:6169.86816 [402] validation_0-mae:5431.08838 validation_1-mae:6167.85791 [403] validation_0-mae:5429.62793 validation_1-mae:6167.19189 [404] validation_0-mae:5428.77441 validation_1-mae:6167.26807 [405] validation_0-mae:5426.80811 validation_1-mae:6166.55273 [406] validation_0-mae:5425.68066 validation_1-mae:6166.56934 [407] validation_0-mae:5423.77490 validation_1-mae:6166.03613 [408] validation_0-mae:5423.39062 validation_1-mae:6166.02246 [409] validation_0-mae:5420.33594 validation_1-mae:6164.56934 [410] validation_0-mae:5419.68652 validation_1-mae:6165.04346 [411] validation_0-mae:5417.35889 validation_1-mae:6164.56103 [412] validation_0-mae:5415.32373 validation_1-mae:6163.94141 [413] validation_0-mae:5413.59912 validation_1-mae:6163.67578 [414] validation_0-mae:5411.49756 validation_1-mae:6163.30957 [415] validation_0-mae:5409.81885 validation_1-mae:6163.33350 [416] validation_0-mae:5409.06494 validation_1-mae:6163.03223 [417] validation_0-mae:5407.25049 validation_1-mae:6162.43066 [418] validation_0-mae:5405.55176 validation_1-mae:6162.52539 [419] validation_0-mae:5404.19434 validation_1-mae:6162.92090 [420] validation_0-mae:5403.60498 validation_1-mae:6162.95068 [421] validation_0-mae:5402.50635 validation_1-mae:6162.54883 [422] validation_0-mae:5400.94971 validation_1-mae:6162.28272 [423] validation_0-mae:5399.26807 validation_1-mae:6161.64111 [424] validation_0-mae:5397.05273 validation_1-mae:6160.88184 [425] validation_0-mae:5394.41992 validation_1-mae:6158.64111 [426] validation_0-mae:5391.61963 validation_1-mae:6158.30859 [427] validation_0-mae:5390.74805 validation_1-mae:6158.14258 [428] validation_0-mae:5387.80811 validation_1-mae:6159.18750 [429] validation_0-mae:5384.18652 validation_1-mae:6157.52246 [430] validation_0-mae:5382.68408 validation_1-mae:6156.61768 [431] validation_0-mae:5382.08350 validation_1-mae:6156.84668 [432] validation_0-mae:5380.80078 validation_1-mae:6156.41748 [433] validation_0-mae:5377.54883 validation_1-mae:6155.07275 [434] validation_0-mae:5373.87158 validation_1-mae:6155.63086 [435] validation_0-mae:5370.93701 validation_1-mae:6155.65088 [436] validation_0-mae:5369.89111 validation_1-mae:6155.48926 [437] validation_0-mae:5369.15869 validation_1-mae:6155.43066 [438] validation_0-mae:5367.79150 validation_1-mae:6155.15723 [439] validation_0-mae:5365.44922 validation_1-mae:6154.94141 [440] validation_0-mae:5364.17334 validation_1-mae:6154.89844 [441] validation_0-mae:5360.55127 validation_1-mae:6153.17090 [442] validation_0-mae:5358.93262 validation_1-mae:6153.31397 [443] validation_0-mae:5355.11475 validation_1-mae:6151.51172 [444] validation_0-mae:5354.10645 validation_1-mae:6151.77490 [445] validation_0-mae:5352.28857 validation_1-mae:6150.22949 [446] validation_0-mae:5349.17920 validation_1-mae:6149.88330 [447] validation_0-mae:5348.38428 validation_1-mae:6149.68457 [448] validation_0-mae:5347.06885 validation_1-mae:6150.02832 [449] validation_0-mae:5346.43408 validation_1-mae:6150.08301 [450] validation_0-mae:5345.97022 validation_1-mae:6150.08594 [451] validation_0-mae:5342.09277 validation_1-mae:6148.50732 [452] validation_0-mae:5340.01709 validation_1-mae:6148.09473 [453] validation_0-mae:5337.60156 validation_1-mae:6147.38232 [454] validation_0-mae:5334.49170 validation_1-mae:6146.07324 [455] validation_0-mae:5331.15478 validation_1-mae:6144.81592 [456] validation_0-mae:5328.75537 validation_1-mae:6144.87256 [457] validation_0-mae:5326.25244 validation_1-mae:6143.88672 [458] validation_0-mae:5324.58740 validation_1-mae:6143.50684 [459] validation_0-mae:5323.42139 validation_1-mae:6143.43262 [460] validation_0-mae:5322.29932 validation_1-mae:6142.85938 [461] validation_0-mae:5317.54688 validation_1-mae:6140.19385 [462] validation_0-mae:5315.15088 validation_1-mae:6139.80225 [463] validation_0-mae:5313.94238 validation_1-mae:6139.83154 [464] validation_0-mae:5312.44141 validation_1-mae:6139.34180 [465] validation_0-mae:5310.25781 validation_1-mae:6138.93701 [466] validation_0-mae:5307.98340 validation_1-mae:6138.19922 [467] validation_0-mae:5304.73682 validation_1-mae:6136.07764 [468] validation_0-mae:5301.63184 validation_1-mae:6135.23096 [469] validation_0-mae:5299.24707 validation_1-mae:6134.89795 [470] validation_0-mae:5296.66602 validation_1-mae:6134.91846 [471] validation_0-mae:5294.85352 validation_1-mae:6134.67139 [472] validation_0-mae:5293.19336 validation_1-mae:6134.57617 [473] validation_0-mae:5290.82422 validation_1-mae:6133.98291 [474] validation_0-mae:5289.02734 validation_1-mae:6133.80420 [475] validation_0-mae:5286.91455 validation_1-mae:6132.60645 [476] validation_0-mae:5285.89648 validation_1-mae:6132.31689 [477] validation_0-mae:5284.61621 validation_1-mae:6132.07910 [478] validation_0-mae:5282.81592 validation_1-mae:6131.10205 [479] validation_0-mae:5281.80908 validation_1-mae:6131.12061 [480] validation_0-mae:5281.24658 validation_1-mae:6131.46094 [481] validation_0-mae:5280.16895 validation_1-mae:6131.16504 [482] validation_0-mae:5278.27881 validation_1-mae:6131.09375 [483] validation_0-mae:5275.67285 validation_1-mae:6131.68164 [484] validation_0-mae:5272.26416 validation_1-mae:6131.00195 [485] validation_0-mae:5270.83496 validation_1-mae:6131.19434 [486] validation_0-mae:5268.73145 validation_1-mae:6131.40088 [487] validation_0-mae:5268.19922 validation_1-mae:6131.26074 [488] validation_0-mae:5267.03125 validation_1-mae:6131.33057 [489] validation_0-mae:5266.74853 validation_1-mae:6131.23389 [490] validation_0-mae:5265.05908 validation_1-mae:6131.07520 [491] validation_0-mae:5262.81836 validation_1-mae:6130.60107 [492] validation_0-mae:5260.81055 validation_1-mae:6129.38623 [493] validation_0-mae:5259.01562 validation_1-mae:6128.99316 [494] validation_0-mae:5257.56592 validation_1-mae:6128.23193 [495] validation_0-mae:5256.36572 validation_1-mae:6127.51172 [496] validation_0-mae:5255.67139 validation_1-mae:6127.69189 [497] validation_0-mae:5253.63867 validation_1-mae:6127.88916 [498] validation_0-mae:5252.32471 validation_1-mae:6128.02246 [499] validation_0-mae:5249.74756 validation_1-mae:6127.13525 [500] validation_0-mae:5249.54004 validation_1-mae:6127.25293 [501] validation_0-mae:5248.51514 validation_1-mae:6127.21826 [502] validation_0-mae:5247.15625 validation_1-mae:6126.89209 [503] validation_0-mae:5246.87256 validation_1-mae:6126.69336 [504] validation_0-mae:5245.69873 validation_1-mae:6126.95752 [505] validation_0-mae:5242.80371 validation_1-mae:6127.25391 [506] validation_0-mae:5241.34131 validation_1-mae:6127.43750 [507] validation_0-mae:5238.73828 validation_1-mae:6128.65186 [508] validation_0-mae:5237.38135 validation_1-mae:6128.58154 [509] validation_0-mae:5236.25098 validation_1-mae:6128.46387 [510] validation_0-mae:5234.81738 validation_1-mae:6128.10400 [511] validation_0-mae:5232.32422 validation_1-mae:6126.89697 [512] validation_0-mae:5229.82471 validation_1-mae:6125.41211 [513] validation_0-mae:5228.05225 validation_1-mae:6124.55469 [514] validation_0-mae:5226.55469 validation_1-mae:6123.84375 [515] validation_0-mae:5224.78564 validation_1-mae:6124.07080 [516] validation_0-mae:5222.77051 validation_1-mae:6123.73584 [517] validation_0-mae:5221.61328 validation_1-mae:6123.53320 [518] validation_0-mae:5221.51514 validation_1-mae:6123.59668 [519] validation_0-mae:5220.08936 validation_1-mae:6122.76270 [520] validation_0-mae:5216.76709 validation_1-mae:6121.49072 [521] validation_0-mae:5212.82520 validation_1-mae:6119.70410 [522] validation_0-mae:5209.12695 validation_1-mae:6117.04785 [523] validation_0-mae:5207.37744 validation_1-mae:6117.05566 [524] validation_0-mae:5206.22070 validation_1-mae:6117.45068 [525] validation_0-mae:5206.16406 validation_1-mae:6117.46387 [526] validation_0-mae:5205.38232 validation_1-mae:6117.43262 [527] validation_0-mae:5203.54834 validation_1-mae:6117.17822 [528] validation_0-mae:5202.91260 validation_1-mae:6117.27539 [529] validation_0-mae:5201.38477 validation_1-mae:6117.09082 [530] validation_0-mae:5200.03613 validation_1-mae:6117.39941 [531] validation_0-mae:5198.57666 validation_1-mae:6116.54785 [532] validation_0-mae:5197.68994 validation_1-mae:6116.18555 [533] validation_0-mae:5195.92676 validation_1-mae:6115.88525 [534] validation_0-mae:5194.62988 validation_1-mae:6116.22559 [535] validation_0-mae:5193.07275 validation_1-mae:6115.96240 [536] validation_0-mae:5192.92627 validation_1-mae:6115.92725 [537] validation_0-mae:5192.82031 validation_1-mae:6115.94238 [538] validation_0-mae:5191.02441 validation_1-mae:6115.05078 [539] validation_0-mae:5188.44287 validation_1-mae:6113.72363 [540] validation_0-mae:5187.22998 validation_1-mae:6114.09961 [541] validation_0-mae:5184.70703 validation_1-mae:6113.70264 [542] validation_0-mae:5183.27441 validation_1-mae:6114.15674 [543] validation_0-mae:5181.31299 validation_1-mae:6113.30518 [544] validation_0-mae:5179.24365 validation_1-mae:6113.55127 [545] validation_0-mae:5177.66748 validation_1-mae:6113.17627 [546] validation_0-mae:5174.73633 validation_1-mae:6113.47363 [547] validation_0-mae:5174.32666 validation_1-mae:6113.34277 [548] validation_0-mae:5173.62891 validation_1-mae:6113.30469 [549] validation_0-mae:5172.33447 validation_1-mae:6112.89355 [550] validation_0-mae:5171.16406 validation_1-mae:6112.52051 [551] validation_0-mae:5170.67578 validation_1-mae:6112.71533 [552] validation_0-mae:5169.39258 validation_1-mae:6112.40039 [553] validation_0-mae:5167.53760 validation_1-mae:6111.61572 [554] validation_0-mae:5165.07568 validation_1-mae:6110.77930 [555] validation_0-mae:5163.30029 validation_1-mae:6110.47266 [556] validation_0-mae:5159.65039 validation_1-mae:6109.75391 [557] validation_0-mae:5157.07324 validation_1-mae:6110.26123 [558] validation_0-mae:5156.55127 validation_1-mae:6110.08057 [559] validation_0-mae:5156.05420 validation_1-mae:6110.27197 [560] validation_0-mae:5153.61133 validation_1-mae:6109.24951 [561] validation_0-mae:5151.89697 validation_1-mae:6109.47852 [562] validation_0-mae:5149.77637 validation_1-mae:6109.04102 [563] validation_0-mae:5148.92188 validation_1-mae:6108.87695 [564] validation_0-mae:5147.67139 validation_1-mae:6108.20898 [565] validation_0-mae:5145.69482 validation_1-mae:6106.81250 [566] validation_0-mae:5142.94678 validation_1-mae:6106.21924 [567] validation_0-mae:5141.14990 validation_1-mae:6105.69824 [568] validation_0-mae:5138.23242 validation_1-mae:6104.35547 [569] validation_0-mae:5135.65918 validation_1-mae:6103.57812 [570] validation_0-mae:5133.55273 validation_1-mae:6104.36084 [571] validation_0-mae:5131.22119 validation_1-mae:6104.32617 [572] validation_0-mae:5128.11719 validation_1-mae:6103.53174 [573] validation_0-mae:5126.24609 validation_1-mae:6103.47900 [574] validation_0-mae:5123.32324 validation_1-mae:6101.89941 [575] validation_0-mae:5121.65527 validation_1-mae:6101.66846 [576] validation_0-mae:5119.39307 validation_1-mae:6101.99658 [577] validation_0-mae:5118.97314 validation_1-mae:6102.00439 [578] validation_0-mae:5115.24316 validation_1-mae:6099.96338 [579] validation_0-mae:5113.53174 validation_1-mae:6099.71973 [580] validation_0-mae:5111.12305 validation_1-mae:6100.43164 [581] validation_0-mae:5109.90967 validation_1-mae:6100.14453 [582] validation_0-mae:5108.57080 validation_1-mae:6099.50049 [583] validation_0-mae:5107.78467 validation_1-mae:6099.11426 [584] validation_0-mae:5105.54053 validation_1-mae:6098.89209 [585] validation_0-mae:5102.36182 validation_1-mae:6099.05566 [586] validation_0-mae:5100.94287 validation_1-mae:6099.16016 [587] validation_0-mae:5099.40137 validation_1-mae:6098.87988 [588] validation_0-mae:5098.25977 validation_1-mae:6098.64844 [589] validation_0-mae:5094.22363 validation_1-mae:6096.97510 [590] validation_0-mae:5091.33887 validation_1-mae:6095.84961 [591] validation_0-mae:5089.87647 validation_1-mae:6095.87402 [592] validation_0-mae:5087.25928 validation_1-mae:6095.43945 [593] validation_0-mae:5085.71436 validation_1-mae:6095.78516 [594] validation_0-mae:5084.87647 validation_1-mae:6095.57373 [595] validation_0-mae:5082.85986 validation_1-mae:6095.68994 [596] validation_0-mae:5081.63281 validation_1-mae:6095.48340 [597] validation_0-mae:5078.55225 validation_1-mae:6094.27246 [598] validation_0-mae:5076.63916 validation_1-mae:6093.57617 [599] validation_0-mae:5076.05811 validation_1-mae:6093.41504 [600] validation_0-mae:5074.02637 validation_1-mae:6092.87939 [601] validation_0-mae:5072.36914 validation_1-mae:6092.28320 [602] validation_0-mae:5070.40918 validation_1-mae:6091.87305 [603] validation_0-mae:5068.95264 validation_1-mae:6091.89600 [604] validation_0-mae:5066.87451 validation_1-mae:6092.02588 [605] validation_0-mae:5066.05469 validation_1-mae:6092.25781 [606] validation_0-mae:5065.56885 validation_1-mae:6092.18603 [607] validation_0-mae:5064.00586 validation_1-mae:6092.21094 [608] validation_0-mae:5063.25879 validation_1-mae:6091.89355 [609] validation_0-mae:5060.04443 validation_1-mae:6090.24170 [610] validation_0-mae:5059.44873 validation_1-mae:6090.24268 [611] validation_0-mae:5058.31055 validation_1-mae:6090.10205 [612] validation_0-mae:5057.25342 validation_1-mae:6090.47314 [613] validation_0-mae:5055.92432 validation_1-mae:6090.00830 [614] validation_0-mae:5053.61133 validation_1-mae:6090.70947 [615] validation_0-mae:5050.88574 validation_1-mae:6090.44141 [616] validation_0-mae:5048.66309 validation_1-mae:6089.73047 [617] validation_0-mae:5045.60547 validation_1-mae:6090.28857 [618] validation_0-mae:5043.99561 validation_1-mae:6091.12939 [619] validation_0-mae:5041.98193 validation_1-mae:6091.15332 [620] validation_0-mae:5040.64648 validation_1-mae:6090.91162 [621] validation_0-mae:5039.27783 validation_1-mae:6091.16797 [622] validation_0-mae:5037.72949 validation_1-mae:6090.19287 [623] validation_0-mae:5035.38428 validation_1-mae:6090.03906 [624] validation_0-mae:5034.84912 validation_1-mae:6089.82227 [625] validation_0-mae:5033.24707 validation_1-mae:6088.93994 [626] validation_0-mae:5031.42871 validation_1-mae:6087.97998 [627] validation_0-mae:5029.20605 validation_1-mae:6086.30908 [628] validation_0-mae:5028.06641 validation_1-mae:6086.07324 [629] validation_0-mae:5026.81055 validation_1-mae:6085.83838 [630] validation_0-mae:5025.91846 validation_1-mae:6085.50830 [631] validation_0-mae:5024.47070 validation_1-mae:6085.01660 [632] validation_0-mae:5023.14258 validation_1-mae:6084.61377 [633] validation_0-mae:5022.14795 validation_1-mae:6084.98975 [634] validation_0-mae:5019.90772 validation_1-mae:6084.59961 [635] validation_0-mae:5019.53760 validation_1-mae:6084.63135 [636] validation_0-mae:5019.43359 validation_1-mae:6084.58203 [637] validation_0-mae:5019.10889 validation_1-mae:6084.50000 [638] validation_0-mae:5017.44238 validation_1-mae:6084.18115 [639] validation_0-mae:5016.31006 validation_1-mae:6083.42920 [640] validation_0-mae:5014.24121 validation_1-mae:6083.31787 [641] validation_0-mae:5012.88477 validation_1-mae:6083.14746 [642] validation_0-mae:5011.39648 validation_1-mae:6082.90478 [643] validation_0-mae:5009.34814 validation_1-mae:6082.21289 [644] validation_0-mae:5008.17432 validation_1-mae:6081.88184 [645] validation_0-mae:5007.26416 validation_1-mae:6081.96875 [646] validation_0-mae:5005.28809 validation_1-mae:6081.18408 [647] validation_0-mae:5003.98926 validation_1-mae:6080.90576 [648] validation_0-mae:5002.27832 validation_1-mae:6080.84668 [649] validation_0-mae:5001.08936 validation_1-mae:6080.47168 [650] validation_0-mae:4999.95996 validation_1-mae:6080.71533 [651] validation_0-mae:4998.97217 validation_1-mae:6080.61035 [652] validation_0-mae:4997.52783 validation_1-mae:6081.21045 [653] validation_0-mae:4996.84082 validation_1-mae:6080.83398 [654] validation_0-mae:4995.06250 validation_1-mae:6081.37939 [655] validation_0-mae:4993.73975 validation_1-mae:6081.11084 [656] validation_0-mae:4991.84912 validation_1-mae:6081.52490 [657] validation_0-mae:4989.44141 validation_1-mae:6081.04150 [658] validation_0-mae:4987.93652 validation_1-mae:6081.11914 [659] validation_0-mae:4986.87353 validation_1-mae:6081.48633 [660] validation_0-mae:4986.66797 validation_1-mae:6081.51123 [661] validation_0-mae:4985.42871 validation_1-mae:6081.07812 [662] validation_0-mae:4984.65381 validation_1-mae:6080.79492 [663] validation_0-mae:4984.48291 validation_1-mae:6080.65918 [664] validation_0-mae:4984.25098 validation_1-mae:6080.75244 [665] validation_0-mae:4983.05273 validation_1-mae:6080.39355 [666] validation_0-mae:4982.67041 validation_1-mae:6080.63867 [667] validation_0-mae:4982.62695 validation_1-mae:6080.62793 [668] validation_0-mae:4981.81787 validation_1-mae:6080.88379 [669] validation_0-mae:4980.48193 validation_1-mae:6081.22705 [670] validation_0-mae:4978.93848 validation_1-mae:6080.65137 [671] validation_0-mae:4977.41211 validation_1-mae:6080.63477 [672] validation_0-mae:4975.38281 validation_1-mae:6080.63232 [673] validation_0-mae:4974.33936 validation_1-mae:6080.57764 [674] validation_0-mae:4973.47900 validation_1-mae:6080.93457 [675] validation_0-mae:4972.42480 validation_1-mae:6080.82812 [676] validation_0-mae:4970.93066 validation_1-mae:6080.75781 [677] validation_0-mae:4969.39697 validation_1-mae:6080.68359 [678] validation_0-mae:4968.02881 validation_1-mae:6080.09473 [679] validation_0-mae:4966.89697 validation_1-mae:6079.41064 [680] validation_0-mae:4964.54395 validation_1-mae:6079.74658 [681] validation_0-mae:4960.10254 validation_1-mae:6076.90283 [682] validation_0-mae:4958.59668 validation_1-mae:6076.56543 [683] validation_0-mae:4957.35547 validation_1-mae:6076.32227 [684] validation_0-mae:4956.33398 validation_1-mae:6076.10889 [685] validation_0-mae:4955.25439 validation_1-mae:6076.28955 [686] validation_0-mae:4954.55029 validation_1-mae:6076.19434 [687] validation_0-mae:4953.98828 validation_1-mae:6076.17773 [688] validation_0-mae:4952.37305 validation_1-mae:6076.14307 [689] validation_0-mae:4951.46191 validation_1-mae:6076.43408 [690] validation_0-mae:4950.42676 validation_1-mae:6075.82324 [691] validation_0-mae:4949.86035 validation_1-mae:6076.09082 [692] validation_0-mae:4948.79102 validation_1-mae:6076.40967 [693] validation_0-mae:4947.09473 validation_1-mae:6077.09033 [694] validation_0-mae:4946.43359 validation_1-mae:6077.02490 [695] validation_0-mae:4944.38428 validation_1-mae:6075.83057 [696] validation_0-mae:4943.18066 validation_1-mae:6075.15430 [697] validation_0-mae:4941.32812 validation_1-mae:6074.22559 [698] validation_0-mae:4940.27344 validation_1-mae:6074.00049 [699] validation_0-mae:4938.13379 validation_1-mae:6073.91846 [700] validation_0-mae:4936.04932 validation_1-mae:6074.07178 [701] validation_0-mae:4934.52686 validation_1-mae:6074.28272 [702] validation_0-mae:4933.36230 validation_1-mae:6074.47314 [703] validation_0-mae:4932.76123 validation_1-mae:6074.50928 [704] validation_0-mae:4932.66602 validation_1-mae:6074.52051 [705] validation_0-mae:4931.95752 validation_1-mae:6074.19434 [706] validation_0-mae:4930.13965 validation_1-mae:6074.52734 [707] validation_0-mae:4928.40674 validation_1-mae:6074.53613 [708] validation_0-mae:4926.98877 validation_1-mae:6074.93408 [709] validation_0-mae:4925.52246 validation_1-mae:6074.49121 [710] validation_0-mae:4924.29883 validation_1-mae:6074.52881 [711] validation_0-mae:4922.74512 validation_1-mae:6073.94189 [712] validation_0-mae:4921.60547 validation_1-mae:6074.30322 [713] validation_0-mae:4920.60303 validation_1-mae:6074.33496 [714] validation_0-mae:4920.09131 validation_1-mae:6074.54541 [715] validation_0-mae:4917.16748 validation_1-mae:6072.98779 [716] validation_0-mae:4914.52344 validation_1-mae:6071.72705 [717] validation_0-mae:4911.48389 validation_1-mae:6070.96826 [718] validation_0-mae:4909.72314 validation_1-mae:6071.46436 [719] validation_0-mae:4907.51514 validation_1-mae:6071.11426 [720] validation_0-mae:4906.11963 validation_1-mae:6071.03223 [721] validation_0-mae:4905.15918 validation_1-mae:6070.24268 [722] validation_0-mae:4903.18115 validation_1-mae:6069.80762 [723] validation_0-mae:4902.90234 validation_1-mae:6069.61865 [724] validation_0-mae:4901.85791 validation_1-mae:6069.91357 [725] validation_0-mae:4900.57617 validation_1-mae:6069.90625 [726] validation_0-mae:4897.46924 validation_1-mae:6069.18750 [727] validation_0-mae:4895.71289 validation_1-mae:6069.25586 [728] validation_0-mae:4893.17627 validation_1-mae:6069.56543 [729] validation_0-mae:4891.47949 validation_1-mae:6070.55713 [730] validation_0-mae:4890.73975 validation_1-mae:6070.58398 [731] validation_0-mae:4889.83496 validation_1-mae:6070.40332 [732] validation_0-mae:4888.08691 validation_1-mae:6070.63330 [733] validation_0-mae:4886.38525 validation_1-mae:6070.03906 [734] validation_0-mae:4885.60791 validation_1-mae:6070.07715 [735] validation_0-mae:4885.43750 validation_1-mae:6069.88721 [736] validation_0-mae:4883.78076 validation_1-mae:6069.36475 [737] validation_0-mae:4882.01416 validation_1-mae:6069.78809 [738] validation_0-mae:4881.06543 validation_1-mae:6070.04443 [739] validation_0-mae:4880.49561 validation_1-mae:6069.58984 [740] validation_0-mae:4878.15332 validation_1-mae:6068.88867 [741] validation_0-mae:4874.74707 validation_1-mae:6068.34180 [742] validation_0-mae:4873.35107 validation_1-mae:6067.69531 [743] validation_0-mae:4872.35742 validation_1-mae:6067.82666 [744] validation_0-mae:4870.31934 validation_1-mae:6066.63184 [745] validation_0-mae:4867.80420 validation_1-mae:6065.21680 [746] validation_0-mae:4866.48340 validation_1-mae:6065.37842 [747] validation_0-mae:4865.28857 validation_1-mae:6065.57031 [748] validation_0-mae:4863.37793 validation_1-mae:6065.77197 [749] validation_0-mae:4860.86084 validation_1-mae:6063.96728 [750] validation_0-mae:4859.19238 validation_1-mae:6063.38037 [751] validation_0-mae:4857.50781 validation_1-mae:6063.47510 [752] validation_0-mae:4855.68799 validation_1-mae:6062.14893 [753] validation_0-mae:4854.43848 validation_1-mae:6061.63818 [754] validation_0-mae:4853.21728 validation_1-mae:6061.12744 [755] validation_0-mae:4851.67627 validation_1-mae:6060.23535 [756] validation_0-mae:4850.36816 validation_1-mae:6060.05615 [757] validation_0-mae:4849.58691 validation_1-mae:6059.89941 [758] validation_0-mae:4847.06397 validation_1-mae:6059.49561 [759] validation_0-mae:4845.79883 validation_1-mae:6059.89990 [760] validation_0-mae:4844.58691 validation_1-mae:6059.90674 [761] validation_0-mae:4842.75049 validation_1-mae:6059.23877 [762] validation_0-mae:4840.13916 validation_1-mae:6059.00391 [763] validation_0-mae:4838.03272 validation_1-mae:6058.42334 [764] validation_0-mae:4835.14307 validation_1-mae:6058.07520 [765] validation_0-mae:4833.82666 validation_1-mae:6057.71924 [766] validation_0-mae:4832.89062 validation_1-mae:6057.67383 [767] validation_0-mae:4831.53955 validation_1-mae:6057.33447 [768] validation_0-mae:4830.10107 validation_1-mae:6058.27295 [769] validation_0-mae:4828.38184 validation_1-mae:6058.00244 [770] validation_0-mae:4826.99219 validation_1-mae:6057.72412 [771] validation_0-mae:4826.43164 validation_1-mae:6058.15967 [772] validation_0-mae:4825.45410 validation_1-mae:6058.12891 [773] validation_0-mae:4824.46533 validation_1-mae:6058.11133 [774] validation_0-mae:4823.27051 validation_1-mae:6057.72266 [775] validation_0-mae:4822.24609 validation_1-mae:6057.42041 [776] validation_0-mae:4821.36279 validation_1-mae:6056.63770 [777] validation_0-mae:4819.90039 validation_1-mae:6056.05908 [778] validation_0-mae:4818.54150 validation_1-mae:6055.70752 [779] validation_0-mae:4816.67090 validation_1-mae:6055.13428 [780] validation_0-mae:4815.46240 validation_1-mae:6055.25342 [781] validation_0-mae:4814.78564 validation_1-mae:6055.35352 [782] validation_0-mae:4812.87061 validation_1-mae:6054.49512 [783] validation_0-mae:4811.96973 validation_1-mae:6054.76172 [784] validation_0-mae:4809.79053 validation_1-mae:6054.55518 [785] validation_0-mae:4807.62451 validation_1-mae:6055.34570 [786] validation_0-mae:4805.55322 validation_1-mae:6054.90137 [787] validation_0-mae:4802.34424 validation_1-mae:6052.39404 [788] validation_0-mae:4801.33740 validation_1-mae:6051.98389 [789] validation_0-mae:4799.24365 validation_1-mae:6050.26904 [790] validation_0-mae:4798.01514 validation_1-mae:6049.81982 [791] validation_0-mae:4796.50147 validation_1-mae:6049.64600 [792] validation_0-mae:4794.96436 validation_1-mae:6049.80908 [793] validation_0-mae:4794.29736 validation_1-mae:6049.93164 [794] validation_0-mae:4792.94678 validation_1-mae:6049.91650 [795] validation_0-mae:4790.70361 validation_1-mae:6048.94385 [796] validation_0-mae:4789.08008 validation_1-mae:6047.93750 [797] validation_0-mae:4787.55713 validation_1-mae:6047.55078 [798] validation_0-mae:4786.28564 validation_1-mae:6046.97217 [799] validation_0-mae:4784.40527 validation_1-mae:6047.20508 [800] validation_0-mae:4783.69531 validation_1-mae:6047.57666 [801] validation_0-mae:4782.57324 validation_1-mae:6048.06787 [802] validation_0-mae:4781.47705 validation_1-mae:6047.82275 [803] validation_0-mae:4781.21680 validation_1-mae:6047.81250 [804] validation_0-mae:4779.69824 validation_1-mae:6047.27637 [805] validation_0-mae:4778.10596 validation_1-mae:6046.89844 [806] validation_0-mae:4776.25586 validation_1-mae:6046.64014 [807] validation_0-mae:4775.57373 validation_1-mae:6046.85254 [808] validation_0-mae:4774.03174 validation_1-mae:6046.40137 [809] validation_0-mae:4771.98291 validation_1-mae:6046.17236 [810] validation_0-mae:4770.86279 validation_1-mae:6045.96240 [811] validation_0-mae:4770.52002 validation_1-mae:6046.00147 [812] validation_0-mae:4767.75293 validation_1-mae:6045.54297 [813] validation_0-mae:4767.45703 validation_1-mae:6045.39355 [814] validation_0-mae:4765.85742 validation_1-mae:6045.21484 [815] validation_0-mae:4764.85742 validation_1-mae:6044.67383 [816] validation_0-mae:4763.74561 validation_1-mae:6044.56885 [817] validation_0-mae:4762.98730 validation_1-mae:6044.86621 [818] validation_0-mae:4761.97363 validation_1-mae:6045.15381 [819] validation_0-mae:4760.80762 validation_1-mae:6045.09033 [820] validation_0-mae:4760.33496 validation_1-mae:6044.93750 [821] validation_0-mae:4760.18457 validation_1-mae:6044.83203 [822] validation_0-mae:4758.05615 validation_1-mae:6044.02100 [823] validation_0-mae:4757.03857 validation_1-mae:6043.94287 [824] validation_0-mae:4756.31152 validation_1-mae:6043.81592 [825] validation_0-mae:4754.37793 validation_1-mae:6043.59570 [826] validation_0-mae:4752.89014 validation_1-mae:6042.29688 [827] validation_0-mae:4750.11768 validation_1-mae:6041.51123 [828] validation_0-mae:4748.98096 validation_1-mae:6041.54883 [829] validation_0-mae:4747.93213 validation_1-mae:6041.43603 [830] validation_0-mae:4747.50732 validation_1-mae:6041.33350 [831] validation_0-mae:4746.58057 validation_1-mae:6041.28760 [832] validation_0-mae:4744.84082 validation_1-mae:6040.70557 [833] validation_0-mae:4743.20898 validation_1-mae:6040.63623 [834] validation_0-mae:4741.81543 validation_1-mae:6040.67432 [835] validation_0-mae:4740.84717 validation_1-mae:6040.53125 [836] validation_0-mae:4739.54199 validation_1-mae:6040.16406 [837] validation_0-mae:4736.39648 validation_1-mae:6040.27490 [838] validation_0-mae:4734.38672 validation_1-mae:6040.05566 [839] validation_0-mae:4733.20020 validation_1-mae:6040.08936 [840] validation_0-mae:4731.93359 validation_1-mae:6039.63672 [841] validation_0-mae:4730.61279 validation_1-mae:6039.11230 [842] validation_0-mae:4729.62695 validation_1-mae:6039.51172 [843] validation_0-mae:4728.74023 validation_1-mae:6039.51904 [844] validation_0-mae:4726.72900 validation_1-mae:6039.27100 [845] validation_0-mae:4724.29443 validation_1-mae:6037.28613 [846] validation_0-mae:4721.32861 validation_1-mae:6037.11572 [847] validation_0-mae:4719.46045 validation_1-mae:6037.07031 [848] validation_0-mae:4717.52051 validation_1-mae:6036.92334 [849] validation_0-mae:4715.14453 validation_1-mae:6035.81641 [850] validation_0-mae:4713.57324 validation_1-mae:6035.91992 [851] validation_0-mae:4711.82129 validation_1-mae:6035.06738 [852] validation_0-mae:4710.79541 validation_1-mae:6035.72900 [853] validation_0-mae:4709.27832 validation_1-mae:6036.07227 [854] validation_0-mae:4707.42871 validation_1-mae:6035.49414 [855] validation_0-mae:4705.85645 validation_1-mae:6036.00293 [856] validation_0-mae:4705.09619 validation_1-mae:6035.12353 [857] validation_0-mae:4703.45312 validation_1-mae:6035.42480 [858] validation_0-mae:4702.28662 validation_1-mae:6035.98730 [859] validation_0-mae:4701.50391 validation_1-mae:6036.07959 [860] validation_0-mae:4700.53564 validation_1-mae:6035.99365 [861] validation_0-mae:4699.79199 validation_1-mae:6035.98193 [862] validation_0-mae:4699.17529 validation_1-mae:6036.09570 [863] validation_0-mae:4698.51855 validation_1-mae:6035.64697 [864] validation_0-mae:4698.07910 validation_1-mae:6035.69043 [865] validation_0-mae:4697.24902 validation_1-mae:6035.54980 [866] validation_0-mae:4697.17578 validation_1-mae:6035.55908 [867] validation_0-mae:4695.27637 validation_1-mae:6035.23438 [868] validation_0-mae:4692.99951 validation_1-mae:6034.54736 [869] validation_0-mae:4691.09424 validation_1-mae:6033.91699 [870] validation_0-mae:4689.23242 validation_1-mae:6033.35547 [871] validation_0-mae:4687.68066 validation_1-mae:6033.60254 [872] validation_0-mae:4686.26953 validation_1-mae:6033.16260 [873] validation_0-mae:4684.96338 validation_1-mae:6032.80420 [874] validation_0-mae:4682.61279 validation_1-mae:6031.99609 [875] validation_0-mae:4680.86865 validation_1-mae:6031.95947 [876] validation_0-mae:4679.92383 validation_1-mae:6032.56885 [877] validation_0-mae:4679.00977 validation_1-mae:6032.78857 [878] validation_0-mae:4675.79639 validation_1-mae:6032.45264 [879] validation_0-mae:4674.76514 validation_1-mae:6032.90674 [880] validation_0-mae:4672.52930 validation_1-mae:6032.17236 [881] validation_0-mae:4671.29492 validation_1-mae:6032.68652 [882] validation_0-mae:4669.82031 validation_1-mae:6032.67773 [883] validation_0-mae:4668.45898 validation_1-mae:6033.18457 [884] validation_0-mae:4667.49805 validation_1-mae:6033.65478 [885] validation_0-mae:4665.46924 validation_1-mae:6033.47998 [886] validation_0-mae:4664.16113 validation_1-mae:6033.04346 [887] validation_0-mae:4661.44873 validation_1-mae:6032.82422 [888] validation_0-mae:4660.48828 validation_1-mae:6033.30225 [889] validation_0-mae:4658.84180 validation_1-mae:6032.79443 [890] validation_0-mae:4657.66699 validation_1-mae:6032.34277 [891] validation_0-mae:4656.91943 validation_1-mae:6032.40723 [892] validation_0-mae:4655.18359 validation_1-mae:6032.32324 [893] validation_0-mae:4653.60596 validation_1-mae:6031.53320 [894] validation_0-mae:4652.25586 validation_1-mae:6031.19580 [895] validation_0-mae:4651.34570 validation_1-mae:6031.62891 [896] validation_0-mae:4649.52148 validation_1-mae:6031.59326 [897] validation_0-mae:4648.67529 validation_1-mae:6031.51562 [898] validation_0-mae:4646.78516 validation_1-mae:6031.73584 [899] validation_0-mae:4645.49414 validation_1-mae:6030.71680 [900] validation_0-mae:4644.73633 validation_1-mae:6030.48486 [901] validation_0-mae:4643.73242 validation_1-mae:6030.00684 [902] validation_0-mae:4642.80078 validation_1-mae:6030.26074 [903] validation_0-mae:4641.59619 validation_1-mae:6029.96436 [904] validation_0-mae:4638.97656 validation_1-mae:6029.47803 [905] validation_0-mae:4637.71728 validation_1-mae:6029.55566 [906] validation_0-mae:4636.88281 validation_1-mae:6029.89111 [907] validation_0-mae:4634.78125 validation_1-mae:6029.10693 [908] validation_0-mae:4633.92285 validation_1-mae:6028.88330 [909] validation_0-mae:4632.79785 validation_1-mae:6028.20947 [910] validation_0-mae:4632.13135 validation_1-mae:6028.16699 [911] validation_0-mae:4631.66992 validation_1-mae:6028.15283 [912] validation_0-mae:4630.60352 validation_1-mae:6028.05273 [913] validation_0-mae:4629.44873 validation_1-mae:6028.58447 [914] validation_0-mae:4627.38281 validation_1-mae:6027.26807 [915] validation_0-mae:4625.80029 validation_1-mae:6026.43848 [916] validation_0-mae:4624.58350 validation_1-mae:6026.47852 [917] validation_0-mae:4623.58301 validation_1-mae:6026.50732 [918] validation_0-mae:4621.88086 validation_1-mae:6026.62793 [919] validation_0-mae:4620.38867 validation_1-mae:6026.15772 [920] validation_0-mae:4619.45459 validation_1-mae:6025.86816 [921] validation_0-mae:4618.74902 validation_1-mae:6025.61475 [922] validation_0-mae:4617.52490 validation_1-mae:6025.02734 [923] validation_0-mae:4616.66504 validation_1-mae:6025.06006 [924] validation_0-mae:4615.78223 validation_1-mae:6024.85303 [925] validation_0-mae:4614.97363 validation_1-mae:6024.74316 [926] validation_0-mae:4613.46973 validation_1-mae:6025.02197 [927] validation_0-mae:4611.69238 validation_1-mae:6025.16895 [928] validation_0-mae:4610.78174 validation_1-mae:6025.08447 [929] validation_0-mae:4608.94580 validation_1-mae:6024.69434 [930] validation_0-mae:4607.92822 validation_1-mae:6024.56348 [931] validation_0-mae:4606.31836 validation_1-mae:6024.33496 [932] validation_0-mae:4604.37988 validation_1-mae:6023.40430 [933] validation_0-mae:4602.85840 validation_1-mae:6023.36523 [934] validation_0-mae:4601.85645 validation_1-mae:6023.42383 [935] validation_0-mae:4599.94434 validation_1-mae:6023.89062 [936] validation_0-mae:4598.82031 validation_1-mae:6023.71094 [937] validation_0-mae:4597.91357 validation_1-mae:6023.51953 [938] validation_0-mae:4596.58252 validation_1-mae:6023.48047 [939] validation_0-mae:4595.61963 validation_1-mae:6023.53076 [940] validation_0-mae:4593.73779 validation_1-mae:6023.61523 [941] validation_0-mae:4592.55176 validation_1-mae:6023.30762 [942] validation_0-mae:4590.96875 validation_1-mae:6023.73486 [943] validation_0-mae:4590.49658 validation_1-mae:6024.01416 [944] validation_0-mae:4589.99121 validation_1-mae:6023.99658 [945] validation_0-mae:4588.50342 validation_1-mae:6024.06885 [946] validation_0-mae:4587.48340 validation_1-mae:6024.60205 [947] validation_0-mae:4586.19189 validation_1-mae:6024.78272 [948] validation_0-mae:4585.23535 validation_1-mae:6024.84668 [949] validation_0-mae:4584.06592 validation_1-mae:6024.52881 [950] validation_0-mae:4583.52393 validation_1-mae:6024.10400 [951] validation_0-mae:4583.06738 validation_1-mae:6024.28320 [952] validation_0-mae:4582.08643 validation_1-mae:6024.12549 [953] validation_0-mae:4581.87109 validation_1-mae:6024.12988 [954] validation_0-mae:4580.54736 validation_1-mae:6024.75830 [955] validation_0-mae:4579.03564 validation_1-mae:6024.33984 [956] validation_0-mae:4577.88477 validation_1-mae:6024.35645 [957] validation_0-mae:4577.02637 validation_1-mae:6024.56689 [958] validation_0-mae:4575.89502 validation_1-mae:6024.51221 [959] validation_0-mae:4574.14014 validation_1-mae:6024.46777 [960] validation_0-mae:4572.71094 validation_1-mae:6024.08984 [961] validation_0-mae:4571.87402 validation_1-mae:6023.99170 [962] validation_0-mae:4570.34717 validation_1-mae:6024.85596 [963] validation_0-mae:4568.34912 validation_1-mae:6024.45654 [964] validation_0-mae:4567.33643 validation_1-mae:6024.72168 [965] validation_0-mae:4566.61816 validation_1-mae:6024.67139 [966] validation_0-mae:4564.75830 validation_1-mae:6023.93457 [967] validation_0-mae:4563.58838 validation_1-mae:6023.37793 [968] validation_0-mae:4562.38770 validation_1-mae:6023.08936 [969] validation_0-mae:4561.08838 validation_1-mae:6022.95508 [970] validation_0-mae:4560.85889 validation_1-mae:6023.30371 [971] validation_0-mae:4560.43115 validation_1-mae:6023.32129 [972] validation_0-mae:4560.07422 validation_1-mae:6023.08301 [973] validation_0-mae:4560.04199 validation_1-mae:6023.06738 [974] validation_0-mae:4558.78711 validation_1-mae:6023.05518 [975] validation_0-mae:4557.20801 validation_1-mae:6022.47900 [976] validation_0-mae:4555.78320 validation_1-mae:6022.77393 [977] validation_0-mae:4554.57715 validation_1-mae:6023.12451 [978] validation_0-mae:4553.75684 validation_1-mae:6023.38525 [979] validation_0-mae:4552.32471 validation_1-mae:6022.77490 [980] validation_0-mae:4551.12158 validation_1-mae:6023.24463 [981] validation_0-mae:4549.55859 validation_1-mae:6022.41602 [982] validation_0-mae:4548.39697 validation_1-mae:6022.71191 [983] validation_0-mae:4547.08643 validation_1-mae:6022.30957 [984] validation_0-mae:4546.18701 validation_1-mae:6021.91064 [985] validation_0-mae:4545.19922 validation_1-mae:6021.83887 [986] validation_0-mae:4543.94141 validation_1-mae:6022.12988 [987] validation_0-mae:4542.88672 validation_1-mae:6022.23877 [988] validation_0-mae:4541.60791 validation_1-mae:6021.38477 [989] validation_0-mae:4540.35303 validation_1-mae:6021.61230 [990] validation_0-mae:4538.83691 validation_1-mae:6020.92236 [991] validation_0-mae:4537.96631 validation_1-mae:6020.62891 [992] validation_0-mae:4537.26221 validation_1-mae:6020.53223 [993] validation_0-mae:4535.49170 validation_1-mae:6020.42822 [994] validation_0-mae:4534.10645 validation_1-mae:6019.89746 [995] validation_0-mae:4532.90430 validation_1-mae:6019.92773 [996] validation_0-mae:4532.13574 validation_1-mae:6020.35107 [997] validation_0-mae:4531.54346 validation_1-mae:6020.57471 [998] validation_0-mae:4530.35449 validation_1-mae:6020.20947 [999] validation_0-mae:4529.33984 validation_1-mae:6019.86572 [1000] validation_0-mae:4528.50684 validation_1-mae:6019.99463 [1001] validation_0-mae:4527.13135 validation_1-mae:6020.46240 [1002] validation_0-mae:4526.23682 validation_1-mae:6020.81055 [1003] validation_0-mae:4525.58740 validation_1-mae:6020.79639 [1004] validation_0-mae:4524.77344 validation_1-mae:6020.96045 [1005] validation_0-mae:4523.66016 validation_1-mae:6020.96680 [1006] validation_0-mae:4522.49805 validation_1-mae:6021.42969 [1007] validation_0-mae:4521.95166 validation_1-mae:6021.27344 [1008] validation_0-mae:4520.09228 validation_1-mae:6022.09717 [1009] validation_0-mae:4519.13623 validation_1-mae:6022.16406 [1010] validation_0-mae:4517.51807 validation_1-mae:6022.15576 [1011] validation_0-mae:4515.46289 validation_1-mae:6022.03467 [1012] validation_0-mae:4513.81641 validation_1-mae:6021.42188 [1013] validation_0-mae:4512.89795 validation_1-mae:6022.01270 [1014] validation_0-mae:4510.86475 validation_1-mae:6021.43555 [1015] validation_0-mae:4509.57959 validation_1-mae:6021.86182 [1016] validation_0-mae:4508.45215 validation_1-mae:6021.48926 [1017] validation_0-mae:4507.30566 validation_1-mae:6021.38135 [1018] validation_0-mae:4506.19092 validation_1-mae:6021.14404 [1019] validation_0-mae:4505.27393 validation_1-mae:6021.68799 [1020] validation_0-mae:4503.39307 validation_1-mae:6022.01904 [1021] validation_0-mae:4502.30615 validation_1-mae:6022.36230 [1022] validation_0-mae:4500.82617 validation_1-mae:6022.58203 [1023] validation_0-mae:4499.96924 validation_1-mae:6022.80762 [1024] validation_0-mae:4499.07422 validation_1-mae:6022.72461 [1025] validation_0-mae:4497.54541 validation_1-mae:6023.11670 [1026] validation_0-mae:4496.49219 validation_1-mae:6023.32764 [1027] validation_0-mae:4495.76514 validation_1-mae:6023.19580 [1028] validation_0-mae:4493.25098 validation_1-mae:6023.35352 [1029] validation_0-mae:4492.57861 validation_1-mae:6023.38525 [1030] validation_0-mae:4491.34668 validation_1-mae:6023.23340 [1031] validation_0-mae:4489.14600 validation_1-mae:6022.72559 [1032] validation_0-mae:4487.63379 validation_1-mae:6023.02539 [1033] validation_0-mae:4485.57227 validation_1-mae:6022.95703 [1034] validation_0-mae:4485.21191 validation_1-mae:6023.16602 [1035] validation_0-mae:4483.66797 validation_1-mae:6023.13232 [1036] validation_0-mae:4482.83350 validation_1-mae:6022.97217 [1037] validation_0-mae:4481.72607 validation_1-mae:6023.06299 [1038] validation_0-mae:4480.68555 validation_1-mae:6022.83154 [1039] validation_0-mae:4479.13623 validation_1-mae:6021.91260 [1040] validation_0-mae:4477.80371 validation_1-mae:6022.24853 [1041] validation_0-mae:4476.92285 validation_1-mae:6021.97754 [1042] validation_0-mae:4476.80225 validation_1-mae:6022.26514 [1043] validation_0-mae:4475.76855 validation_1-mae:6022.00342 [1044] validation_0-mae:4475.42285 validation_1-mae:6022.43408 [1045] validation_0-mae:4473.13086 validation_1-mae:6021.69971 [1046] validation_0-mae:4471.82275 validation_1-mae:6021.17139 [1047] validation_0-mae:4470.85840 validation_1-mae:6021.60986 [1048] validation_0-mae:4469.68701 validation_1-mae:6022.48291 [1049] validation_0-mae:4468.39746 validation_1-mae:6022.74023 [1050] validation_0-mae:4467.84375 validation_1-mae:6022.52197 [1051] validation_0-mae:4466.12988 validation_1-mae:6022.27148 [1052] validation_0-mae:4463.94775 validation_1-mae:6022.38135 [1053] validation_0-mae:4462.49219 validation_1-mae:6022.86475 [1054] validation_0-mae:4460.83105 validation_1-mae:6022.48877 [1055] validation_0-mae:4459.85547 validation_1-mae:6022.69775 [1056] validation_0-mae:4458.35742 validation_1-mae:6022.64941 [1057] validation_0-mae:4456.73438 validation_1-mae:6022.34180 [1058] validation_0-mae:4456.49658 validation_1-mae:6022.38770 [1059] validation_0-mae:4456.46631 validation_1-mae:6022.42969 [1060] validation_0-mae:4455.52197 validation_1-mae:6022.68506 [1061] validation_0-mae:4454.55811 validation_1-mae:6022.34814 [1062] validation_0-mae:4453.69043 validation_1-mae:6022.63721 [1063] validation_0-mae:4452.73193 validation_1-mae:6022.26318 [1064] validation_0-mae:4450.99463 validation_1-mae:6022.22168 [1065] validation_0-mae:4450.49853 validation_1-mae:6022.15186 [1066] validation_0-mae:4449.63428 validation_1-mae:6022.47168 [1067] validation_0-mae:4448.33252 validation_1-mae:6022.31103 [1068] validation_0-mae:4447.12549 validation_1-mae:6021.90234 [1069] validation_0-mae:4445.89795 validation_1-mae:6022.07812 [1070] validation_0-mae:4444.43945 validation_1-mae:6022.83691 [1071] validation_0-mae:4442.60400 validation_1-mae:6022.94238 [1072] validation_0-mae:4441.12988 validation_1-mae:6023.25488 [1073] validation_0-mae:4440.20605 validation_1-mae:6023.16699 [1074] validation_0-mae:4439.00439 validation_1-mae:6022.45166 [1075] validation_0-mae:4438.47656 validation_1-mae:6022.38574 [1076] validation_0-mae:4436.97070 validation_1-mae:6022.04883 [1077] validation_0-mae:4435.94141 validation_1-mae:6022.03125 [1078] validation_0-mae:4435.44580 validation_1-mae:6022.02441 [1079] validation_0-mae:4434.63672 validation_1-mae:6021.75195 [1080] validation_0-mae:4433.81543 validation_1-mae:6021.87647 [1081] validation_0-mae:4433.25977 validation_1-mae:6021.84180 [1082] validation_0-mae:4432.32812 validation_1-mae:6021.80078 [1083] validation_0-mae:4430.68066 validation_1-mae:6021.14502 [1084] validation_0-mae:4430.02148 validation_1-mae:6021.30469 [1085] validation_0-mae:4429.26270 validation_1-mae:6021.13672 [1086] validation_0-mae:4428.49853 validation_1-mae:6020.86084 [1087] validation_0-mae:4427.28955 validation_1-mae:6020.97803 [1088] validation_0-mae:4426.48584 validation_1-mae:6021.20850 [1089] validation_0-mae:4426.02832 validation_1-mae:6021.35938 [1090] validation_0-mae:4425.25391 validation_1-mae:6021.25244 [1091] validation_0-mae:4423.91992 validation_1-mae:6020.93897 [1092] validation_0-mae:4422.57617 validation_1-mae:6020.96289 [1093] validation_0-mae:4421.90820 validation_1-mae:6020.81494 [1094] validation_0-mae:4420.17529 validation_1-mae:6020.26660 [1095] validation_0-mae:4418.91162 validation_1-mae:6020.67041 [1096] validation_0-mae:4417.08643 validation_1-mae:6020.70312 [1097] validation_0-mae:4416.23975 validation_1-mae:6020.49658 [1098] validation_0-mae:4414.02734 validation_1-mae:6020.74853 [1099] validation_0-mae:4412.97949 validation_1-mae:6020.80225 [1100] validation_0-mae:4412.02393 validation_1-mae:6020.59814 [1101] validation_0-mae:4410.58838 validation_1-mae:6020.16748 [1102] validation_0-mae:4409.69873 validation_1-mae:6019.99512 [1103] validation_0-mae:4408.78174 validation_1-mae:6020.18555 [1104] validation_0-mae:4408.40869 validation_1-mae:6020.63965 [1105] validation_0-mae:4407.40625 validation_1-mae:6020.05420 [1106] validation_0-mae:4406.73535 validation_1-mae:6020.61523 [1107] validation_0-mae:4405.62109 validation_1-mae:6020.28076 [1108] validation_0-mae:4404.80615 validation_1-mae:6019.49658 [1109] validation_0-mae:4403.32178 validation_1-mae:6019.53369 [1110] validation_0-mae:4401.22461 validation_1-mae:6018.14258 [1111] validation_0-mae:4400.45410 validation_1-mae:6018.08643 [1112] validation_0-mae:4398.77051 validation_1-mae:6018.21387 [1113] validation_0-mae:4397.87500 validation_1-mae:6018.14355 [1114] validation_0-mae:4397.56103 validation_1-mae:6018.19141 [1115] validation_0-mae:4397.13818 validation_1-mae:6017.99512 [1116] validation_0-mae:4395.06689 validation_1-mae:6017.47559 [1117] validation_0-mae:4393.00879 validation_1-mae:6016.49756 [1118] validation_0-mae:4391.00098 validation_1-mae:6016.79688 [1119] validation_0-mae:4390.16748 validation_1-mae:6017.15869 [1120] validation_0-mae:4389.63037 validation_1-mae:6017.18945 [1121] validation_0-mae:4388.01904 validation_1-mae:6016.61719 [1122] validation_0-mae:4387.31103 validation_1-mae:6016.60010 [1123] validation_0-mae:4386.62793 validation_1-mae:6016.53076 [1124] validation_0-mae:4385.01074 validation_1-mae:6016.73682 [1125] validation_0-mae:4384.09473 validation_1-mae:6016.56445 [1126] validation_0-mae:4382.88916 validation_1-mae:6016.43555 [1127] validation_0-mae:4381.97559 validation_1-mae:6016.59912 [1128] validation_0-mae:4380.73828 validation_1-mae:6016.66602 [1129] validation_0-mae:4379.00147 validation_1-mae:6016.49951 [1130] validation_0-mae:4377.63037 validation_1-mae:6016.31006 [1131] validation_0-mae:4376.31152 validation_1-mae:6016.12353 [1132] validation_0-mae:4375.04346 validation_1-mae:6015.70508 [1133] validation_0-mae:4374.42529 validation_1-mae:6015.69775 [1134] validation_0-mae:4373.93213 validation_1-mae:6015.93311 [1135] validation_0-mae:4372.67236 validation_1-mae:6015.59326 [1136] validation_0-mae:4372.03272 validation_1-mae:6015.73779 [1137] validation_0-mae:4370.85645 validation_1-mae:6015.47070 [1138] validation_0-mae:4369.81397 validation_1-mae:6015.17920 [1139] validation_0-mae:4369.17773 validation_1-mae:6015.27734 [1140] validation_0-mae:4368.86523 validation_1-mae:6015.29980 [1141] validation_0-mae:4368.51611 validation_1-mae:6015.30811 [1142] validation_0-mae:4367.43994 validation_1-mae:6015.62647 [1143] validation_0-mae:4366.43018 validation_1-mae:6015.44580 [1144] validation_0-mae:4365.52686 validation_1-mae:6015.69824 [1145] validation_0-mae:4364.36279 validation_1-mae:6015.03564 [1146] validation_0-mae:4363.64404 validation_1-mae:6014.77246 [1147] validation_0-mae:4363.08496 validation_1-mae:6014.83887 [1148] validation_0-mae:4362.13184 validation_1-mae:6014.50732 [1149] validation_0-mae:4361.87451 validation_1-mae:6014.46875 [1150] validation_0-mae:4361.03076 validation_1-mae:6014.10352 [1151] validation_0-mae:4360.46728 validation_1-mae:6014.07715 [1152] validation_0-mae:4359.90283 validation_1-mae:6014.13135 [1153] validation_0-mae:4358.61865 validation_1-mae:6014.82178 [1154] validation_0-mae:4356.83154 validation_1-mae:6014.24609 [1155] validation_0-mae:4356.55469 validation_1-mae:6014.31250 [1156] validation_0-mae:4355.90234 validation_1-mae:6014.30273 [1157] validation_0-mae:4355.78418 validation_1-mae:6014.29590 [1158] validation_0-mae:4355.11719 validation_1-mae:6014.11377 [1159] validation_0-mae:4354.54590 validation_1-mae:6013.79980 [1160] validation_0-mae:4354.21582 validation_1-mae:6013.66748 [1161] validation_0-mae:4353.73828 validation_1-mae:6013.70996 [1162] validation_0-mae:4353.47168 validation_1-mae:6013.69727 [1163] validation_0-mae:4353.40430 validation_1-mae:6013.67822 [1164] validation_0-mae:4353.17920 validation_1-mae:6013.62598 [1165] validation_0-mae:4352.95410 validation_1-mae:6013.56055 [1166] validation_0-mae:4352.43457 validation_1-mae:6012.96582 [1167] validation_0-mae:4351.66553 validation_1-mae:6012.59961 [1168] validation_0-mae:4350.18164 validation_1-mae:6012.82812 [1169] validation_0-mae:4349.54541 validation_1-mae:6012.72314 [1170] validation_0-mae:4348.64111 validation_1-mae:6013.19531 [1171] validation_0-mae:4346.87256 validation_1-mae:6013.75586 [1172] validation_0-mae:4345.90723 validation_1-mae:6013.91748 [1173] validation_0-mae:4344.85596 validation_1-mae:6014.48926 [1174] validation_0-mae:4343.35547 validation_1-mae:6014.01123 [1175] validation_0-mae:4342.50195 validation_1-mae:6013.86230 [1176] validation_0-mae:4341.65039 validation_1-mae:6013.97119 [1177] validation_0-mae:4340.36768 validation_1-mae:6013.68311 [1178] validation_0-mae:4339.16260 validation_1-mae:6013.62109 [1179] validation_0-mae:4338.14990 validation_1-mae:6013.10742 [1180] validation_0-mae:4336.06494 validation_1-mae:6012.83154 [1181] validation_0-mae:4334.56348 validation_1-mae:6012.62061 [1182] validation_0-mae:4333.11133 validation_1-mae:6012.44629 [1183] validation_0-mae:4331.68408 validation_1-mae:6011.78662 [1184] validation_0-mae:4331.38330 validation_1-mae:6011.61719 [1185] validation_0-mae:4330.51270 validation_1-mae:6011.58252 [1186] validation_0-mae:4329.61328 validation_1-mae:6011.40039 [1187] validation_0-mae:4328.53662 validation_1-mae:6011.05566 [1188] validation_0-mae:4327.25977 validation_1-mae:6011.04590 [1189] validation_0-mae:4325.41357 validation_1-mae:6011.01221 [1190] validation_0-mae:4324.64453 validation_1-mae:6011.21143 [1191] validation_0-mae:4322.10400 validation_1-mae:6011.87451 [1192] validation_0-mae:4320.73535 validation_1-mae:6011.82959 [1193] validation_0-mae:4318.73340 validation_1-mae:6011.54639 [1194] validation_0-mae:4317.60889 validation_1-mae:6011.50049 [1195] validation_0-mae:4317.08740 validation_1-mae:6011.62402 [1196] validation_0-mae:4316.18311 validation_1-mae:6011.45361 [1197] validation_0-mae:4314.94092 validation_1-mae:6011.08203 [1198] validation_0-mae:4312.93262 validation_1-mae:6010.66406 [1199] validation_0-mae:4311.21582 validation_1-mae:6011.26074 [1200] validation_0-mae:4309.91846 validation_1-mae:6010.80615 [1201] validation_0-mae:4308.65381 validation_1-mae:6011.54102 [1202] validation_0-mae:4307.32373 validation_1-mae:6010.64355 [1203] validation_0-mae:4306.46094 validation_1-mae:6010.26709 [1204] validation_0-mae:4305.14746 validation_1-mae:6009.73584 [1205] validation_0-mae:4303.71826 validation_1-mae:6008.93311 [1206] validation_0-mae:4302.67432 validation_1-mae:6009.34473 [1207] validation_0-mae:4301.40478 validation_1-mae:6009.39600 [1208] validation_0-mae:4300.49414 validation_1-mae:6008.95605 [1209] validation_0-mae:4299.76660 validation_1-mae:6009.19189 [1210] validation_0-mae:4299.03711 validation_1-mae:6009.18408 [1211] validation_0-mae:4297.87744 validation_1-mae:6009.18994 [1212] validation_0-mae:4297.21631 validation_1-mae:6009.18897 [1213] validation_0-mae:4296.25000 validation_1-mae:6009.53174 [1214] validation_0-mae:4294.90820 validation_1-mae:6009.63135 [1215] validation_0-mae:4293.95215 validation_1-mae:6009.47217 [1216] validation_0-mae:4293.47559 validation_1-mae:6009.34668 [1217] validation_0-mae:4292.62695 validation_1-mae:6010.17334 [1218] validation_0-mae:4291.95752 validation_1-mae:6010.01318 [1219] validation_0-mae:4291.25586 validation_1-mae:6010.22656 [1220] validation_0-mae:4290.89502 validation_1-mae:6010.16211 [1221] validation_0-mae:4289.86719 validation_1-mae:6010.00195 [1222] validation_0-mae:4288.82471 validation_1-mae:6009.93018 [1223] validation_0-mae:4287.85156 validation_1-mae:6009.64111 [1224] validation_0-mae:4286.68555 validation_1-mae:6009.64551 [1225] validation_0-mae:4285.86084 validation_1-mae:6009.81445 [1226] validation_0-mae:4285.25635 validation_1-mae:6009.84228 [1227] validation_0-mae:4284.15772 validation_1-mae:6009.47412 [1228] validation_0-mae:4283.96728 validation_1-mae:6009.54834 [1229] validation_0-mae:4282.71240 validation_1-mae:6009.15332 [1230] validation_0-mae:4281.82764 validation_1-mae:6009.67334 [1231] validation_0-mae:4281.80811 validation_1-mae:6009.69727 [1232] validation_0-mae:4280.11670 validation_1-mae:6009.59570 [1233] validation_0-mae:4278.76172 validation_1-mae:6009.51221 [1234] validation_0-mae:4278.22217 validation_1-mae:6009.09326 [1235] validation_0-mae:4276.94238 validation_1-mae:6009.25000 [1236] validation_0-mae:4276.18848 validation_1-mae:6009.13232 [1237] validation_0-mae:4275.66016 validation_1-mae:6009.62793 [1238] validation_0-mae:4275.25098 validation_1-mae:6009.15674 [1239] validation_0-mae:4274.61768 validation_1-mae:6008.97803 [1240] validation_0-mae:4273.16699 validation_1-mae:6008.61670 [1241] validation_0-mae:4272.20947 validation_1-mae:6008.39844 [1242] validation_0-mae:4271.30322 validation_1-mae:6008.22900 [1243] validation_0-mae:4270.00342 validation_1-mae:6007.97754 [1244] validation_0-mae:4269.31934 validation_1-mae:6008.15088 [1245] validation_0-mae:4267.88281 validation_1-mae:6008.29297 [1246] validation_0-mae:4267.06445 validation_1-mae:6008.43799 [1247] validation_0-mae:4265.90234 validation_1-mae:6008.18066 [1248] validation_0-mae:4265.12842 validation_1-mae:6008.54004 [1249] validation_0-mae:4263.97607 validation_1-mae:6008.38184 [1250] validation_0-mae:4262.44434 validation_1-mae:6007.98633 [1251] validation_0-mae:4261.21436 validation_1-mae:6007.96924 [1252] validation_0-mae:4259.68701 validation_1-mae:6008.19092 [1253] validation_0-mae:4258.52783 validation_1-mae:6008.31397 [1254] validation_0-mae:4257.41162 validation_1-mae:6008.56494 [1255] validation_0-mae:4256.61523 validation_1-mae:6008.31934 [1256] validation_0-mae:4255.54736 validation_1-mae:6008.24512 [1257] validation_0-mae:4254.03076 validation_1-mae:6007.78174 [1258] validation_0-mae:4253.38477 validation_1-mae:6008.19189 [1259] validation_0-mae:4252.81836 validation_1-mae:6007.91846 [1260] validation_0-mae:4251.71289 validation_1-mae:6008.32373 [1261] validation_0-mae:4250.12353 validation_1-mae:6008.81494 [1262] validation_0-mae:4248.57861 validation_1-mae:6008.68262 [1263] validation_0-mae:4247.90088 validation_1-mae:6008.60156 [1264] validation_0-mae:4247.81299 validation_1-mae:6008.64551 [1265] validation_0-mae:4246.75000 validation_1-mae:6008.28906 [1266] validation_0-mae:4245.62353 validation_1-mae:6008.01904 [1267] validation_0-mae:4244.94922 validation_1-mae:6008.02197 [1268] validation_0-mae:4243.63916 validation_1-mae:6007.60742 [1269] validation_0-mae:4242.66602 validation_1-mae:6007.51660 [1270] validation_0-mae:4241.19727 validation_1-mae:6007.53760 [1271] validation_0-mae:4240.56689 validation_1-mae:6007.56055 [1272] validation_0-mae:4240.26611 validation_1-mae:6007.53760 [1273] validation_0-mae:4239.96826 validation_1-mae:6007.36719 [1274] validation_0-mae:4239.62207 validation_1-mae:6007.19043 [1275] validation_0-mae:4239.24658 validation_1-mae:6007.13330 [1276] validation_0-mae:4239.15478 validation_1-mae:6007.08496 [1277] validation_0-mae:4237.82715 validation_1-mae:6006.86035 [1278] validation_0-mae:4236.88281 validation_1-mae:6007.19873 [1279] validation_0-mae:4236.29785 validation_1-mae:6007.42969 [1280] validation_0-mae:4235.95117 validation_1-mae:6007.66504 [1281] validation_0-mae:4235.72998 validation_1-mae:6007.77783 [1282] validation_0-mae:4235.54102 validation_1-mae:6007.80762 [1283] validation_0-mae:4235.36572 validation_1-mae:6007.72266 [1284] validation_0-mae:4234.78906 validation_1-mae:6007.72803 [1285] validation_0-mae:4234.00684 validation_1-mae:6007.80176 [1286] validation_0-mae:4232.50342 validation_1-mae:6007.71875 [1287] validation_0-mae:4232.24561 validation_1-mae:6007.70410 [1288] validation_0-mae:4231.36328 validation_1-mae:6008.04932 [1289] validation_0-mae:4229.93555 validation_1-mae:6007.46094 [1290] validation_0-mae:4227.92969 validation_1-mae:6007.10254 [1291] validation_0-mae:4227.35645 validation_1-mae:6006.91797 [1292] validation_0-mae:4226.38477 validation_1-mae:6007.12402 [1293] validation_0-mae:4225.45166 validation_1-mae:6007.19092 [1294] validation_0-mae:4223.95801 validation_1-mae:6006.97559 [1295] validation_0-mae:4222.45020 validation_1-mae:6006.79297 [1296] validation_0-mae:4221.17188 validation_1-mae:6007.33887 [1297] validation_0-mae:4220.67676 validation_1-mae:6007.32617 [1298] validation_0-mae:4219.88770 validation_1-mae:6007.81836 [1299] validation_0-mae:4218.79297 validation_1-mae:6007.39258 [1300] validation_0-mae:4217.82178 validation_1-mae:6007.06836 [1301] validation_0-mae:4217.22022 validation_1-mae:6007.09766 [1302] validation_0-mae:4216.51611 validation_1-mae:6006.92334 [1303] validation_0-mae:4215.34033 validation_1-mae:6006.54980 [1304] validation_0-mae:4214.10254 validation_1-mae:6006.97510 [1305] validation_0-mae:4213.09033 validation_1-mae:6006.53857 [1306] validation_0-mae:4212.03076 validation_1-mae:6006.69092 [1307] validation_0-mae:4210.87842 validation_1-mae:6006.06934 [1308] validation_0-mae:4209.65332 validation_1-mae:6006.66650 [1309] validation_0-mae:4208.52441 validation_1-mae:6006.80762 [1310] validation_0-mae:4207.96973 validation_1-mae:6006.64697 [1311] validation_0-mae:4207.25244 validation_1-mae:6006.57471 [1312] validation_0-mae:4205.99268 validation_1-mae:6006.94043 [1313] validation_0-mae:4204.72900 validation_1-mae:6007.02734 [1314] validation_0-mae:4203.52930 validation_1-mae:6007.02978 [1315] validation_0-mae:4202.20117 validation_1-mae:6007.59814 [1316] validation_0-mae:4200.08740 validation_1-mae:6008.44678 [1317] validation_0-mae:4199.34228 validation_1-mae:6008.88477 [1318] validation_0-mae:4197.78369 validation_1-mae:6009.20605 [1319] validation_0-mae:4196.45605 validation_1-mae:6009.10156 [1320] validation_0-mae:4194.88330 validation_1-mae:6008.79883 [1321] validation_0-mae:4193.51807 validation_1-mae:6009.07227 [1322] validation_0-mae:4192.54639 validation_1-mae:6009.23096 [1323] validation_0-mae:4191.46484 validation_1-mae:6009.53809 [1324] validation_0-mae:4190.96875 validation_1-mae:6009.46777 [1325] validation_0-mae:4190.15283 validation_1-mae:6009.15088 [1326] validation_0-mae:4189.14600 validation_1-mae:6008.86182 [1327] validation_0-mae:4188.43359 validation_1-mae:6008.43018 [1328] validation_0-mae:4187.90088 validation_1-mae:6008.48096 [1329] validation_0-mae:4187.47852 validation_1-mae:6008.30273 [1330] validation_0-mae:4186.97168 validation_1-mae:6008.44775 [1331] validation_0-mae:4186.09570 validation_1-mae:6008.55664 [1332] validation_0-mae:4185.50488 validation_1-mae:6007.97510 [1333] validation_0-mae:4185.09277 validation_1-mae:6007.99658 [1334] validation_0-mae:4184.62256 validation_1-mae:6008.20264 [1335] validation_0-mae:4184.50879 validation_1-mae:6008.20752 [1336] validation_0-mae:4184.36670 validation_1-mae:6008.08154 [1337] validation_0-mae:4183.60107 validation_1-mae:6008.39648 [1338] validation_0-mae:4182.51367 validation_1-mae:6008.56103 [1339] validation_0-mae:4181.94873 validation_1-mae:6007.88574 [1340] validation_0-mae:4180.30078 validation_1-mae:6007.56103 [1341] validation_0-mae:4178.93213 validation_1-mae:6007.17139 [1342] validation_0-mae:4178.74170 validation_1-mae:6007.09619 [1343] validation_0-mae:4178.20459 validation_1-mae:6007.01025 [1344] validation_0-mae:4177.40381 validation_1-mae:6007.16162 [1345] validation_0-mae:4176.15186 validation_1-mae:6006.79297 [1346] validation_0-mae:4175.48535 validation_1-mae:6007.25781 [1347] validation_0-mae:4173.55566 validation_1-mae:6007.24756 [1348] validation_0-mae:4172.61133 validation_1-mae:6007.00488 [1349] validation_0-mae:4171.58887 validation_1-mae:6006.94873 [1350] validation_0-mae:4170.23340 validation_1-mae:6006.89844 [1351] validation_0-mae:4169.83789 validation_1-mae:6006.85205 [1352] validation_0-mae:4169.32031 validation_1-mae:6006.84863 [1353] validation_0-mae:4168.90625 validation_1-mae:6006.81103 [1354] validation_0-mae:4168.11670 validation_1-mae:6006.90967 [1355] validation_0-mae:4167.89941 validation_1-mae:6007.06103 [1356] validation_0-mae:4167.07666 validation_1-mae:6006.94678 [1357] validation_0-mae:4165.63281 validation_1-mae:6006.84082 [1358] validation_0-mae:4164.77734 validation_1-mae:6006.66211 [1359] validation_0-mae:4164.75195 validation_1-mae:6006.66943 [1360] validation_0-mae:4164.30664 validation_1-mae:6006.24609 [1361] validation_0-mae:4163.42773 validation_1-mae:6006.24853 [1362] validation_0-mae:4163.08350 validation_1-mae:6006.24463 [1363] validation_0-mae:4162.62647 validation_1-mae:6006.39648 [1364] validation_0-mae:4161.99316 validation_1-mae:6006.60693 [1365] validation_0-mae:4161.24121 validation_1-mae:6006.64258 [1366] validation_0-mae:4160.58594 validation_1-mae:6006.26172 [1367] validation_0-mae:4159.82666 validation_1-mae:6006.30713 [1368] validation_0-mae:4159.36084 validation_1-mae:6006.86133 [1369] validation_0-mae:4159.10059 validation_1-mae:6006.78223 [1370] validation_0-mae:4158.39600 validation_1-mae:6006.54443 [1371] validation_0-mae:4157.53857 validation_1-mae:6006.44385 [1372] validation_0-mae:4157.36182 validation_1-mae:6006.38672 [1373] validation_0-mae:4156.96631 validation_1-mae:6006.48535 [1374] validation_0-mae:4156.22949 validation_1-mae:6006.44287 [1375] validation_0-mae:4155.63086 validation_1-mae:6006.08984 [1376] validation_0-mae:4154.75732 validation_1-mae:6005.71680 [1377] validation_0-mae:4153.85547 validation_1-mae:6006.23145 [1378] validation_0-mae:4153.18311 validation_1-mae:6006.10791 [1379] validation_0-mae:4151.95361 validation_1-mae:6005.96045 [1380] validation_0-mae:4150.71924 validation_1-mae:6005.68164 [1381] validation_0-mae:4150.32861 validation_1-mae:6005.61328 [1382] validation_0-mae:4149.74561 validation_1-mae:6005.94336 [1383] validation_0-mae:4149.66357 validation_1-mae:6005.93994 [1384] validation_0-mae:4149.33691 validation_1-mae:6005.88867 [1385] validation_0-mae:4148.81494 validation_1-mae:6005.78027 [1386] validation_0-mae:4147.88477 validation_1-mae:6005.78857 [1387] validation_0-mae:4146.56592 validation_1-mae:6006.15527 [1388] validation_0-mae:4146.35742 validation_1-mae:6006.15674 [1389] validation_0-mae:4145.17676 validation_1-mae:6005.57666 [1390] validation_0-mae:4144.34033 validation_1-mae:6005.53516 [1391] validation_0-mae:4143.24756 validation_1-mae:6005.30420 [1392] validation_0-mae:4141.91309 validation_1-mae:6005.56006 [1393] validation_0-mae:4140.89160 validation_1-mae:6005.72022 [1394] validation_0-mae:4139.85596 validation_1-mae:6005.45947 [1395] validation_0-mae:4138.60986 validation_1-mae:6005.56348 [1396] validation_0-mae:4137.70166 validation_1-mae:6006.05225 [1397] validation_0-mae:4135.98096 validation_1-mae:6005.03125 [1398] validation_0-mae:4134.80957 validation_1-mae:6005.03418 [1399] validation_0-mae:4133.82471 validation_1-mae:6004.78125 [1400] validation_0-mae:4132.99170 validation_1-mae:6004.53516 [1401] validation_0-mae:4131.82227 validation_1-mae:6004.93555 [1402] validation_0-mae:4131.05078 validation_1-mae:6005.48828 [1403] validation_0-mae:4129.31836 validation_1-mae:6005.06152 [1404] validation_0-mae:4127.93555 validation_1-mae:6005.21045 [1405] validation_0-mae:4126.98389 validation_1-mae:6005.49902 [1406] validation_0-mae:4125.98828 validation_1-mae:6005.60449 [1407] validation_0-mae:4125.09668 validation_1-mae:6005.74561 [1408] validation_0-mae:4124.02197 validation_1-mae:6006.15332 [1409] validation_0-mae:4122.54492 validation_1-mae:6006.72314 [1410] validation_0-mae:4121.27783 validation_1-mae:6006.86133 [1411] validation_0-mae:4120.46387 validation_1-mae:6007.30859 [1412] validation_0-mae:4119.65283 validation_1-mae:6007.23877 [1413] validation_0-mae:4118.64258 validation_1-mae:6007.43164 [1414] validation_0-mae:4117.91699 validation_1-mae:6007.97754 [1415] validation_0-mae:4117.04932 validation_1-mae:6007.60400 [1416] validation_0-mae:4116.27441 validation_1-mae:6007.54102 [1417] validation_0-mae:4114.92041 validation_1-mae:6008.23584 [1418] validation_0-mae:4114.14307 validation_1-mae:6007.70264 [1419] validation_0-mae:4112.75635 validation_1-mae:6007.34180 [1420] validation_0-mae:4111.51074 validation_1-mae:6006.97656 [1421] validation_0-mae:4110.17920 validation_1-mae:6007.00391 [1422] validation_0-mae:4109.63330 validation_1-mae:6006.91455 [1423] validation_0-mae:4109.13037 validation_1-mae:6006.56299 [1424] validation_0-mae:4108.75977 validation_1-mae:6006.60693 [1425] validation_0-mae:4107.43994 validation_1-mae:6006.78223 [1426] validation_0-mae:4106.33008 validation_1-mae:6006.73096 [1427] validation_0-mae:4105.00342 validation_1-mae:6006.61475 [1428] validation_0-mae:4103.36279 validation_1-mae:6006.99170 [1429] validation_0-mae:4102.84863 validation_1-mae:6007.50195 [1430] validation_0-mae:4102.19238 validation_1-mae:6007.57568 [1431] validation_0-mae:4100.79980 validation_1-mae:6007.52930 [1432] validation_0-mae:4099.50977 validation_1-mae:6007.49561 [1433] validation_0-mae:4098.49658 validation_1-mae:6007.54980 [1434] validation_0-mae:4097.16016 validation_1-mae:6007.32324 [1435] validation_0-mae:4096.39062 validation_1-mae:6007.19873 [1436] validation_0-mae:4095.31592 validation_1-mae:6007.11816 [1437] validation_0-mae:4095.16797 validation_1-mae:6007.15723 [1438] validation_0-mae:4094.87134 validation_1-mae:6007.18213 [1439] validation_0-mae:4094.24658 validation_1-mae:6007.35400 [1440] validation_0-mae:4093.74585 validation_1-mae:6007.23877 [1441] validation_0-mae:4092.45361 validation_1-mae:6007.18506 [1442] validation_0-mae:4091.60034 validation_1-mae:6006.90234 [1443] validation_0-mae:4090.78247 validation_1-mae:6007.15576 [1444] validation_0-mae:4090.49927 validation_1-mae:6007.18311 [1445] validation_0-mae:4089.90332 validation_1-mae:6007.40723 [1446] validation_0-mae:4089.39404 validation_1-mae:6007.37939 [1447] validation_0-mae:4088.88257 validation_1-mae:6007.47510 [1448] validation_0-mae:4087.42505 validation_1-mae:6007.39014 [1449] validation_0-mae:4086.93872 validation_1-mae:6007.16699 [1450] validation_0-mae:4085.90210 validation_1-mae:6007.07959 [1451] validation_0-mae:4084.73242 validation_1-mae:6007.06836 [1452] validation_0-mae:4083.23193 validation_1-mae:6006.63867 [1453] validation_0-mae:4082.14551 validation_1-mae:6005.54150 [1454] validation_0-mae:4080.49609 validation_1-mae:6005.83301 [1455] validation_0-mae:4079.15576 validation_1-mae:6005.61279 [1456] validation_0-mae:4078.10474 validation_1-mae:6004.93506 [1457] validation_0-mae:4077.09863 validation_1-mae:6005.39062 [1458] validation_0-mae:4076.03564 validation_1-mae:6005.96924 [1459] validation_0-mae:4074.94702 validation_1-mae:6006.33887 [1460] validation_0-mae:4074.07983 validation_1-mae:6005.92871 [1461] validation_0-mae:4072.26953 validation_1-mae:6005.97314 [1462] validation_0-mae:4071.75195 validation_1-mae:6005.90039 [1463] validation_0-mae:4070.96460 validation_1-mae:6006.12451 [1464] validation_0-mae:4069.80933 validation_1-mae:6005.92383 [1465] validation_0-mae:4068.47803 validation_1-mae:6006.01660 [1466] validation_0-mae:4067.79224 validation_1-mae:6005.74219 [1467] validation_0-mae:4067.01709 validation_1-mae:6006.20215 [1468] validation_0-mae:4066.24072 validation_1-mae:6006.29199 [1469] validation_0-mae:4065.40186 validation_1-mae:6006.09717 [1470] validation_0-mae:4064.76245 validation_1-mae:6006.56397 [1471] validation_0-mae:4064.06860 validation_1-mae:6006.83447 [1472] validation_0-mae:4063.48706 validation_1-mae:6006.83643 [1473] validation_0-mae:4062.90845 validation_1-mae:6006.58447 [1474] validation_0-mae:4062.35034 validation_1-mae:6006.55420 [1475] validation_0-mae:4061.88599 validation_1-mae:6006.51172 [1476] validation_0-mae:4061.44287 validation_1-mae:6006.35840 [1477] validation_0-mae:4060.32935 validation_1-mae:6006.57129 [1478] validation_0-mae:4059.22314 validation_1-mae:6006.70996 [1479] validation_0-mae:4058.33057 validation_1-mae:6006.44629 [1480] validation_0-mae:4057.99731 validation_1-mae:6006.51807 [1481] validation_0-mae:4057.54077 validation_1-mae:6006.41162 [1482] validation_0-mae:4055.84961 validation_1-mae:6006.42627 [1483] validation_0-mae:4054.97241 validation_1-mae:6006.81494 [1484] validation_0-mae:4053.98071 validation_1-mae:6006.96777 [1485] validation_0-mae:4053.04883 validation_1-mae:6007.19141 [1486] validation_0-mae:4051.39087 validation_1-mae:6007.31299 [1487] validation_0-mae:4051.16064 validation_1-mae:6007.31885 [1488] validation_0-mae:4050.08691 validation_1-mae:6007.18897 [1489] validation_0-mae:4049.54517 validation_1-mae:6007.01660 [1490] validation_0-mae:4048.79272 validation_1-mae:6006.68506 [1491] validation_0-mae:4048.00659 validation_1-mae:6006.40088 [1492] validation_0-mae:4046.96460 validation_1-mae:6006.07080 [1493] validation_0-mae:4046.17993 validation_1-mae:6006.58643 [1494] validation_0-mae:4044.73779 validation_1-mae:6005.50537 [1495] validation_0-mae:4043.54736 validation_1-mae:6005.43066 [1496] validation_0-mae:4042.42432 validation_1-mae:6005.58203 [1497] validation_0-mae:4041.57227 validation_1-mae:6005.31299 [1498] validation_0-mae:4040.48462 validation_1-mae:6005.42041 [1499] validation_0-mae:4039.80762 validation_1-mae:6005.51514 [1500] validation_0-mae:4039.02246 validation_1-mae:6005.84522 [1501] validation_0-mae:4037.45117 validation_1-mae:6005.65430 [1502] validation_0-mae:4036.48731 validation_1-mae:6005.80273 [1503] validation_0-mae:4034.99243 validation_1-mae:6006.44678 [1504] validation_0-mae:4034.01221 validation_1-mae:6006.80811 [1505] validation_0-mae:4033.35181 validation_1-mae:6007.61963 [1506] validation_0-mae:4032.22290 validation_1-mae:6007.55322 [1507] validation_0-mae:4031.19800 validation_1-mae:6007.63379 [1508] validation_0-mae:4030.25000 validation_1-mae:6007.88037 [1509] validation_0-mae:4029.54224 validation_1-mae:6007.62695 [1510] validation_0-mae:4028.52734 validation_1-mae:6007.48535 [1511] validation_0-mae:4027.55249 validation_1-mae:6007.36133 [1512] validation_0-mae:4026.81567 validation_1-mae:6007.20361 [1513] validation_0-mae:4025.48926 validation_1-mae:6007.52588 [1514] validation_0-mae:4024.84814 validation_1-mae:6007.34619 [1515] validation_0-mae:4024.37744 validation_1-mae:6007.32910 [1516] validation_0-mae:4023.70435 validation_1-mae:6007.55908 [1517] validation_0-mae:4023.14575 validation_1-mae:6007.41895 [1518] validation_0-mae:4022.53906 validation_1-mae:6007.70264 [1519] validation_0-mae:4021.80176 validation_1-mae:6007.70605 [1520] validation_0-mae:4020.54956 validation_1-mae:6007.57227 [1521] validation_0-mae:4020.23486 validation_1-mae:6007.60303 [1522] validation_0-mae:4019.54590 validation_1-mae:6007.50830 [1523] validation_0-mae:4018.94141 validation_1-mae:6007.81836 [1524] validation_0-mae:4017.94531 validation_1-mae:6008.67090 [1525] validation_0-mae:4017.33716 validation_1-mae:6008.31836 [1526] validation_0-mae:4017.14966 validation_1-mae:6008.46240 [1527] validation_0-mae:4015.07666 validation_1-mae:6007.98779 [1528] validation_0-mae:4014.88940 validation_1-mae:6008.02100 [1529] validation_0-mae:4014.29517 validation_1-mae:6007.98828 [1530] validation_0-mae:4013.79102 validation_1-mae:6008.15723 [1531] validation_0-mae:4013.50708 validation_1-mae:6008.04297 [1532] validation_0-mae:4012.25439 validation_1-mae:6008.29492 [1533] validation_0-mae:4011.27124 validation_1-mae:6008.00342 [1534] validation_0-mae:4010.51514 validation_1-mae:6007.85596 [1535] validation_0-mae:4009.55347 validation_1-mae:6007.75586 [1536] validation_0-mae:4008.91187 validation_1-mae:6007.69922 [1537] validation_0-mae:4007.99194 validation_1-mae:6007.72510 [1538] validation_0-mae:4007.58765 validation_1-mae:6007.46191 [1539] validation_0-mae:4006.24145 validation_1-mae:6007.38965 [1540] validation_0-mae:4005.18848 validation_1-mae:6007.28223 [1541] validation_0-mae:4004.20166 validation_1-mae:6007.59522 [1542] validation_0-mae:4003.02979 validation_1-mae:6007.51367 [1543] validation_0-mae:4002.19531 validation_1-mae:6006.81152 [1544] validation_0-mae:4000.97046 validation_1-mae:6006.36182 [1545] validation_0-mae:4000.20972 validation_1-mae:6006.26904 [1546] validation_0-mae:3999.62524 validation_1-mae:6006.72119 [1547] validation_0-mae:3998.89258 validation_1-mae:6006.65772 [1548] validation_0-mae:3997.85767 validation_1-mae:6007.04346 [1549] validation_0-mae:3997.43237 validation_1-mae:6007.13086 [1550] validation_0-mae:3997.01172 validation_1-mae:6006.95459 [1551] validation_0-mae:3996.76245 validation_1-mae:6006.82178 [1552] validation_0-mae:3996.31934 validation_1-mae:6007.05518 [1553] validation_0-mae:3995.36670 validation_1-mae:6007.12744 [1554] validation_0-mae:3994.62891 validation_1-mae:6007.17725 [1555] validation_0-mae:3993.87524 validation_1-mae:6007.54395 [1556] validation_0-mae:3993.62817 validation_1-mae:6007.54688 [1557] validation_0-mae:3993.30908 validation_1-mae:6007.62207 [1558] validation_0-mae:3992.16064 validation_1-mae:6007.11865 [1559] validation_0-mae:3992.13086 validation_1-mae:6007.15967 [1560] validation_0-mae:3991.31055 validation_1-mae:6007.38232 [1561] validation_0-mae:3989.98633 validation_1-mae:6007.51904 [1562] validation_0-mae:3988.97656 validation_1-mae:6007.51465 [1563] validation_0-mae:3988.07861 validation_1-mae:6007.77978 [1564] validation_0-mae:3986.93213 validation_1-mae:6007.41553 [1565] validation_0-mae:3986.21826 validation_1-mae:6007.16162 [1566] validation_0-mae:3984.95019 validation_1-mae:6007.38135 [1567] validation_0-mae:3984.26538 validation_1-mae:6007.39502 [1568] validation_0-mae:3983.39990 validation_1-mae:6007.36523 [1569] validation_0-mae:3982.77832 validation_1-mae:6007.28076 [1570] validation_0-mae:3982.16553 validation_1-mae:6007.00000 [1571] validation_0-mae:3981.33691 validation_1-mae:6006.52832 [1572] validation_0-mae:3980.49219 validation_1-mae:6006.50830 [1573] validation_0-mae:3979.20532 validation_1-mae:6006.38965 [1574] validation_0-mae:3978.32373 validation_1-mae:6006.06592 [1575] validation_0-mae:3977.71875 validation_1-mae:6005.91504 [1576] validation_0-mae:3977.17627 validation_1-mae:6005.95020 [1577] validation_0-mae:3976.70850 validation_1-mae:6005.59570 [1578] validation_0-mae:3975.68408 validation_1-mae:6005.60449 [1579] validation_0-mae:3974.31616 validation_1-mae:6005.97803 [1580] validation_0-mae:3973.66626 validation_1-mae:6006.16064 [1581] validation_0-mae:3972.72656 validation_1-mae:6006.61328 [1582] validation_0-mae:3972.11011 validation_1-mae:6006.46045 [1583] validation_0-mae:3971.67212 validation_1-mae:6006.83740 [1584] validation_0-mae:3971.26660 validation_1-mae:6006.62012 [1585] validation_0-mae:3970.37061 validation_1-mae:6007.20850 [1586] validation_0-mae:3969.82202 validation_1-mae:6007.44482 [1587] validation_0-mae:3968.75391 validation_1-mae:6007.76709 [1588] validation_0-mae:3968.35547 validation_1-mae:6007.63721 [1589] validation_0-mae:3967.98828 validation_1-mae:6007.54590 [1590] validation_0-mae:3967.09985 validation_1-mae:6007.65186 [1591] validation_0-mae:3966.66113 validation_1-mae:6007.58691 [1592] validation_0-mae:3966.18213 validation_1-mae:6007.33740 [1593] validation_0-mae:3965.75586 validation_1-mae:6007.45020 [1594] validation_0-mae:3965.15991 validation_1-mae:6007.80811 [1595] validation_0-mae:3965.08716 validation_1-mae:6007.85205 [1596] validation_0-mae:3964.82202 validation_1-mae:6007.68066 [1597] validation_0-mae:3964.75562 validation_1-mae:6007.66504 [1598] validation_0-mae:3964.56909 validation_1-mae:6007.55176 [1599] validation_0-mae:3964.50537 validation_1-mae:6007.47754 [1600] validation_0-mae:3964.09912 validation_1-mae:6007.65381 [1601] validation_0-mae:3964.02808 validation_1-mae:6007.61328 [1602] validation_0-mae:3963.16943 validation_1-mae:6007.39941 [1603] validation_0-mae:3962.63306 validation_1-mae:6007.23633 [1604] validation_0-mae:3961.35962 validation_1-mae:6007.41602 [1605] validation_0-mae:3960.65552 validation_1-mae:6008.05078 [1606] validation_0-mae:3959.86108 validation_1-mae:6008.52686 [1607] validation_0-mae:3959.34180 validation_1-mae:6008.38574 [1608] validation_0-mae:3958.51562 validation_1-mae:6008.40039 [1609] validation_0-mae:3957.95654 validation_1-mae:6008.55859 [1610] validation_0-mae:3957.36304 validation_1-mae:6008.47998 [1611] validation_0-mae:3956.52661 validation_1-mae:6008.91406 [1612] validation_0-mae:3955.59790 validation_1-mae:6009.26221 [1613] validation_0-mae:3954.86304 validation_1-mae:6009.37647 [1614] validation_0-mae:3954.13721 validation_1-mae:6009.29199 [1615] validation_0-mae:3953.76123 validation_1-mae:6009.15137 [1616] validation_0-mae:3952.69336 validation_1-mae:6009.47998 [1617] validation_0-mae:3951.55347 validation_1-mae:6009.33447 [1618] validation_0-mae:3950.90039 validation_1-mae:6009.41846 [1619] validation_0-mae:3949.20264 validation_1-mae:6009.08789 [1620] validation_0-mae:3948.49316 validation_1-mae:6009.12939 [1621] validation_0-mae:3948.38965 validation_1-mae:6009.20215 [1622] validation_0-mae:3947.60840 validation_1-mae:6009.14600 [1623] validation_0-mae:3946.48877 validation_1-mae:6008.58594 [1624] validation_0-mae:3944.74902 validation_1-mae:6008.51416 [1625] validation_0-mae:3944.32959 validation_1-mae:6008.53857 [1626] validation_0-mae:3943.30493 validation_1-mae:6008.39209 [1627] validation_0-mae:3942.86816 validation_1-mae:6008.31250 [1628] validation_0-mae:3942.41016 validation_1-mae:6008.27588 [1629] validation_0-mae:3941.47803 validation_1-mae:6008.67188 [1630] validation_0-mae:3940.67895 validation_1-mae:6008.52734 [1631] validation_0-mae:3939.11426 validation_1-mae:6009.50684 [1632] validation_0-mae:3938.36084 validation_1-mae:6009.53564 [1633] validation_0-mae:3937.25220 validation_1-mae:6010.07617 [1634] validation_0-mae:3935.60693 validation_1-mae:6010.16113 [1635] validation_0-mae:3934.50146 validation_1-mae:6010.43262 [1636] validation_0-mae:3933.96265 validation_1-mae:6010.45166 [1637] validation_0-mae:3933.19385 validation_1-mae:6010.43018 [1638] validation_0-mae:3931.90332 validation_1-mae:6010.16504 [1639] validation_0-mae:3931.25708 validation_1-mae:6010.26074 [1640] validation_0-mae:3930.80786 validation_1-mae:6010.25439 [1641] validation_0-mae:3930.06982 validation_1-mae:6010.06689 [1642] validation_0-mae:3929.65869 validation_1-mae:6010.47803 [1643] validation_0-mae:3928.96558 validation_1-mae:6010.33398 [1644] validation_0-mae:3928.38281 validation_1-mae:6010.15137 [1645] validation_0-mae:3927.50171 validation_1-mae:6010.21924 [1646] validation_0-mae:3926.86108 validation_1-mae:6010.22949 [1647] validation_0-mae:3926.21191 validation_1-mae:6010.28662 [1648] validation_0-mae:3925.01856 validation_1-mae:6010.24609 [1649] validation_0-mae:3923.66528 validation_1-mae:6010.76172 [1650] validation_0-mae:3922.45898 validation_1-mae:6010.43311 [1651] validation_0-mae:3921.63745 validation_1-mae:6011.00342 [1652] validation_0-mae:3920.75073 validation_1-mae:6010.67188 [1653] validation_0-mae:3919.40625 validation_1-mae:6010.54297 [1654] validation_0-mae:3918.85864 validation_1-mae:6010.78272 [1655] validation_0-mae:3917.96729 validation_1-mae:6010.46973 [1656] validation_0-mae:3917.13574 validation_1-mae:6010.10791 [1657] validation_0-mae:3916.51294 validation_1-mae:6010.03955 [1658] validation_0-mae:3915.34351 validation_1-mae:6010.29248 [1659] validation_0-mae:3914.84888 validation_1-mae:6010.53809 [1660] validation_0-mae:3913.60596 validation_1-mae:6010.85107 [1661] validation_0-mae:3912.55811 validation_1-mae:6011.23047 [1662] validation_0-mae:3911.91992 validation_1-mae:6011.23584 [1663] validation_0-mae:3910.71411 validation_1-mae:6010.68555 [1664] validation_0-mae:3910.35107 validation_1-mae:6010.55566 [1665] validation_0-mae:3909.98096 validation_1-mae:6010.60693 [1666] validation_0-mae:3909.02539 validation_1-mae:6009.46191 [1667] validation_0-mae:3908.43018 validation_1-mae:6009.39600 [1668] validation_0-mae:3907.58228 validation_1-mae:6009.81934 [1669] validation_0-mae:3906.53442 validation_1-mae:6009.53125 [1670] validation_0-mae:3906.13745 validation_1-mae:6009.56250 [1671] validation_0-mae:3905.19238 validation_1-mae:6009.46631 [1672] validation_0-mae:3904.35571 validation_1-mae:6009.28076 [1673] validation_0-mae:3903.73999 validation_1-mae:6009.76367 [1674] validation_0-mae:3903.13672 validation_1-mae:6010.06738 [1675] validation_0-mae:3902.60034 validation_1-mae:6009.93945 [1676] validation_0-mae:3901.80615 validation_1-mae:6010.28955 [1677] validation_0-mae:3901.25171 validation_1-mae:6010.39014 [1678] validation_0-mae:3900.33008 validation_1-mae:6010.22510 [1679] validation_0-mae:3900.26367 validation_1-mae:6010.22510 [1680] validation_0-mae:3899.71924 validation_1-mae:6010.32910 [1681] validation_0-mae:3899.35767 validation_1-mae:6010.16699 [1682] validation_0-mae:3898.53589 validation_1-mae:6010.12353 [1683] validation_0-mae:3898.13306 validation_1-mae:6010.08350 [1684] validation_0-mae:3897.61426 validation_1-mae:6010.13428 [1685] validation_0-mae:3897.25073 validation_1-mae:6010.18262 [1686] validation_0-mae:3896.74463 validation_1-mae:6010.08984 [1687] validation_0-mae:3896.07617 validation_1-mae:6010.20801 [1688] validation_0-mae:3895.29126 validation_1-mae:6010.09912 [1689] validation_0-mae:3894.93018 validation_1-mae:6010.02881 [1690] validation_0-mae:3894.54932 validation_1-mae:6010.12842 [1691] validation_0-mae:3893.86548 validation_1-mae:6010.38379 [1692] validation_0-mae:3892.91528 validation_1-mae:6010.67529 [1693] validation_0-mae:3891.86572 validation_1-mae:6010.72168 [1694] validation_0-mae:3890.89209 validation_1-mae:6010.46338 [1695] validation_0-mae:3890.35596 validation_1-mae:6010.69043 [1696] validation_0-mae:3889.54785 validation_1-mae:6010.44531 [1697] validation_0-mae:3888.96460 validation_1-mae:6010.80225 [1698] validation_0-mae:3887.64209 validation_1-mae:6011.37207 [1699] validation_0-mae:3886.93555 validation_1-mae:6011.10400 Dropping: prz [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.97461 validation_1-mae:9623.92090 [14] validation_0-mae:9418.90527 validation_1-mae:9233.26269 [15] validation_0-mae:9084.41894 validation_1-mae:8905.83496 [16] validation_0-mae:8802.76660 validation_1-mae:8634.42578 [17] validation_0-mae:8567.56836 validation_1-mae:8409.99414 [18] validation_0-mae:8374.73828 validation_1-mae:8221.81543 [19] validation_0-mae:8212.24023 validation_1-mae:8069.01807 [20] validation_0-mae:8069.49512 validation_1-mae:7937.93848 [21] validation_0-mae:7945.14746 validation_1-mae:7830.04150 [22] validation_0-mae:7847.00684 validation_1-mae:7744.13818 [23] validation_0-mae:7760.75342 validation_1-mae:7675.02441 [24] validation_0-mae:7677.04004 validation_1-mae:7596.67627 [25] validation_0-mae:7604.44043 validation_1-mae:7533.35596 [26] validation_0-mae:7548.93848 validation_1-mae:7486.56836 [27] validation_0-mae:7488.62109 validation_1-mae:7432.54688 [28] validation_0-mae:7439.37061 validation_1-mae:7391.72168 [29] validation_0-mae:7397.19189 validation_1-mae:7357.56055 [30] validation_0-mae:7361.49316 validation_1-mae:7327.09522 [31] validation_0-mae:7320.92383 validation_1-mae:7290.50244 [32] validation_0-mae:7292.50586 validation_1-mae:7273.03076 [33] validation_0-mae:7264.30078 validation_1-mae:7251.97607 [34] validation_0-mae:7233.97998 validation_1-mae:7231.99414 [35] validation_0-mae:7202.50781 validation_1-mae:7207.29980 [36] validation_0-mae:7185.29102 validation_1-mae:7193.88135 [37] validation_0-mae:7167.66357 validation_1-mae:7183.82471 [38] validation_0-mae:7142.30273 validation_1-mae:7162.43701 [39] validation_0-mae:7120.93994 validation_1-mae:7145.29492 [40] validation_0-mae:7104.53809 validation_1-mae:7136.37793 [41] validation_0-mae:7088.71289 validation_1-mae:7128.70947 [42] validation_0-mae:7068.18799 validation_1-mae:7113.74512 [43] validation_0-mae:7047.83496 validation_1-mae:7099.16846 [44] validation_0-mae:7022.43457 validation_1-mae:7078.98633 [45] validation_0-mae:7001.11816 validation_1-mae:7059.24463 [46] validation_0-mae:6982.85010 validation_1-mae:7046.56738 [47] validation_0-mae:6972.26221 validation_1-mae:7039.87109 [48] validation_0-mae:6955.95068 validation_1-mae:7029.44775 [49] validation_0-mae:6940.76660 validation_1-mae:7020.33057 [50] validation_0-mae:6919.89111 validation_1-mae:7001.44336 [51] validation_0-mae:6906.21289 validation_1-mae:6991.22559 [52] validation_0-mae:6894.77734 validation_1-mae:6983.05127 [53] validation_0-mae:6873.33008 validation_1-mae:6965.65088 [54] validation_0-mae:6856.12061 validation_1-mae:6950.35645 [55] validation_0-mae:6841.99561 validation_1-mae:6943.19971 [56] validation_0-mae:6829.34570 validation_1-mae:6932.82178 [57] validation_0-mae:6807.27441 validation_1-mae:6913.16455 [58] validation_0-mae:6799.34473 validation_1-mae:6908.46045 [59] validation_0-mae:6784.54639 validation_1-mae:6896.74268 [60] validation_0-mae:6772.19922 validation_1-mae:6887.49707 [61] validation_0-mae:6759.73975 validation_1-mae:6878.26953 [62] validation_0-mae:6744.27393 validation_1-mae:6867.93555 [63] validation_0-mae:6732.24853 validation_1-mae:6859.56299 [64] validation_0-mae:6720.68457 validation_1-mae:6850.07422 [65] validation_0-mae:6708.67090 validation_1-mae:6843.02783 [66] validation_0-mae:6695.46728 validation_1-mae:6832.31982 [67] validation_0-mae:6686.49414 validation_1-mae:6830.35059 [68] validation_0-mae:6677.62061 validation_1-mae:6826.19141 [69] validation_0-mae:6669.80713 validation_1-mae:6821.26709 [70] validation_0-mae:6657.85986 validation_1-mae:6812.31982 [71] validation_0-mae:6645.04736 validation_1-mae:6801.58203 [72] validation_0-mae:6637.44189 validation_1-mae:6795.97314 [73] validation_0-mae:6628.96436 validation_1-mae:6792.15381 [74] validation_0-mae:6616.16260 validation_1-mae:6780.49268 [75] validation_0-mae:6601.89502 validation_1-mae:6771.64893 [76] validation_0-mae:6596.51855 validation_1-mae:6767.11230 [77] validation_0-mae:6585.03955 validation_1-mae:6757.97949 [78] validation_0-mae:6569.46924 validation_1-mae:6744.68897 [79] validation_0-mae:6562.60986 validation_1-mae:6740.88818 [80] validation_0-mae:6553.34814 validation_1-mae:6734.69434 [81] validation_0-mae:6543.51953 validation_1-mae:6726.40039 [82] validation_0-mae:6535.65527 validation_1-mae:6723.10059 [83] validation_0-mae:6530.65869 validation_1-mae:6720.44727 [84] validation_0-mae:6519.13330 validation_1-mae:6713.61279 [85] validation_0-mae:6511.64941 validation_1-mae:6710.56641 [86] validation_0-mae:6503.72266 validation_1-mae:6704.69287 [87] validation_0-mae:6494.49609 validation_1-mae:6697.31494 [88] validation_0-mae:6488.25391 validation_1-mae:6695.79932 [89] validation_0-mae:6479.52100 validation_1-mae:6689.56152 [90] validation_0-mae:6470.00098 validation_1-mae:6681.16016 [91] validation_0-mae:6458.01367 validation_1-mae:6672.55420 [92] validation_0-mae:6452.46094 validation_1-mae:6668.43701 [93] validation_0-mae:6447.08838 validation_1-mae:6665.09912 [94] validation_0-mae:6438.99512 validation_1-mae:6659.63623 [95] validation_0-mae:6431.72266 validation_1-mae:6654.15234 [96] validation_0-mae:6429.43555 validation_1-mae:6651.80322 [97] validation_0-mae:6420.55518 validation_1-mae:6646.37988 [98] validation_0-mae:6413.21045 validation_1-mae:6639.94238 [99] validation_0-mae:6408.20557 validation_1-mae:6635.86377 [100] validation_0-mae:6405.48584 validation_1-mae:6634.64258 [101] validation_0-mae:6397.64648 validation_1-mae:6631.64404 [102] validation_0-mae:6388.32861 validation_1-mae:6625.90527 [103] validation_0-mae:6378.40332 validation_1-mae:6620.43164 [104] validation_0-mae:6369.08008 validation_1-mae:6613.23389 [105] validation_0-mae:6365.28906 validation_1-mae:6610.50977 [106] validation_0-mae:6360.72314 validation_1-mae:6608.27490 [107] validation_0-mae:6354.72168 validation_1-mae:6604.25879 [108] validation_0-mae:6350.92090 validation_1-mae:6601.87695 [109] validation_0-mae:6341.44189 validation_1-mae:6593.36133 [110] validation_0-mae:6333.40381 validation_1-mae:6585.95801 [111] validation_0-mae:6328.28272 validation_1-mae:6581.29980 [112] validation_0-mae:6324.23584 validation_1-mae:6578.29248 [113] validation_0-mae:6320.04443 validation_1-mae:6577.36230 [114] validation_0-mae:6317.18603 validation_1-mae:6575.36133 [115] validation_0-mae:6312.03857 validation_1-mae:6573.31006 [116] validation_0-mae:6305.63867 validation_1-mae:6568.99463 [117] validation_0-mae:6297.74170 validation_1-mae:6563.39600 [118] validation_0-mae:6292.06103 validation_1-mae:6560.55908 [119] validation_0-mae:6285.95898 validation_1-mae:6557.94824 [120] validation_0-mae:6280.41309 validation_1-mae:6556.18311 [121] validation_0-mae:6275.70312 validation_1-mae:6554.75586 [122] validation_0-mae:6271.43115 validation_1-mae:6552.08398 [123] validation_0-mae:6266.01807 validation_1-mae:6550.17041 [124] validation_0-mae:6260.97559 validation_1-mae:6547.25684 [125] validation_0-mae:6257.84033 validation_1-mae:6545.75635 [126] validation_0-mae:6251.48291 validation_1-mae:6541.20312 [127] validation_0-mae:6247.68652 validation_1-mae:6539.94775 [128] validation_0-mae:6243.20166 validation_1-mae:6536.77393 [129] validation_0-mae:6239.48926 validation_1-mae:6536.07080 [130] validation_0-mae:6234.36475 validation_1-mae:6532.35791 [131] validation_0-mae:6222.12061 validation_1-mae:6521.69580 [132] validation_0-mae:6216.82959 validation_1-mae:6517.77588 [133] validation_0-mae:6212.27393 validation_1-mae:6514.97510 [134] validation_0-mae:6211.48291 validation_1-mae:6513.53174 [135] validation_0-mae:6206.91064 validation_1-mae:6509.80078 [136] validation_0-mae:6202.23633 validation_1-mae:6508.31348 [137] validation_0-mae:6194.91650 validation_1-mae:6503.44629 [138] validation_0-mae:6190.64551 validation_1-mae:6500.69385 [139] validation_0-mae:6186.40430 validation_1-mae:6498.64062 [140] validation_0-mae:6183.42432 validation_1-mae:6497.54980 [141] validation_0-mae:6179.67676 validation_1-mae:6495.76221 [142] validation_0-mae:6174.18994 validation_1-mae:6492.91113 [143] validation_0-mae:6170.41162 validation_1-mae:6490.84473 [144] validation_0-mae:6162.07764 validation_1-mae:6483.59619 [145] validation_0-mae:6159.47559 validation_1-mae:6482.51611 [146] validation_0-mae:6151.86279 validation_1-mae:6475.94385 [147] validation_0-mae:6150.41797 validation_1-mae:6474.81348 [148] validation_0-mae:6140.21289 validation_1-mae:6470.27930 [149] validation_0-mae:6136.54004 validation_1-mae:6468.26025 [150] validation_0-mae:6132.56738 validation_1-mae:6466.20068 [151] validation_0-mae:6127.87012 validation_1-mae:6463.54297 [152] validation_0-mae:6124.11230 validation_1-mae:6462.24658 [153] validation_0-mae:6122.72803 validation_1-mae:6462.65234 [154] validation_0-mae:6120.68799 validation_1-mae:6462.50147 [155] validation_0-mae:6117.26855 validation_1-mae:6461.60254 [156] validation_0-mae:6112.84180 validation_1-mae:6460.29102 [157] validation_0-mae:6110.15478 validation_1-mae:6459.53711 [158] validation_0-mae:6107.30713 validation_1-mae:6457.76367 [159] validation_0-mae:6103.28711 validation_1-mae:6456.31885 [160] validation_0-mae:6100.94922 validation_1-mae:6454.82324 [161] validation_0-mae:6096.84619 validation_1-mae:6451.31397 [162] validation_0-mae:6092.47510 validation_1-mae:6448.81055 [163] validation_0-mae:6089.13770 validation_1-mae:6446.61963 [164] validation_0-mae:6083.56592 validation_1-mae:6443.27148 [165] validation_0-mae:6080.59375 validation_1-mae:6440.19043 [166] validation_0-mae:6078.39697 validation_1-mae:6439.16650 [167] validation_0-mae:6070.45850 validation_1-mae:6433.94287 [168] validation_0-mae:6065.82861 validation_1-mae:6431.81299 [169] validation_0-mae:6062.23340 validation_1-mae:6430.04492 [170] validation_0-mae:6060.08203 validation_1-mae:6429.13721 [171] validation_0-mae:6054.44189 validation_1-mae:6427.91260 [172] validation_0-mae:6049.59668 validation_1-mae:6424.45068 [173] validation_0-mae:6045.31348 validation_1-mae:6423.64209 [174] validation_0-mae:6040.93506 validation_1-mae:6421.41064 [175] validation_0-mae:6039.64258 validation_1-mae:6420.73047 [176] validation_0-mae:6033.56836 validation_1-mae:6416.97949 [177] validation_0-mae:6030.27344 validation_1-mae:6415.81445 [178] validation_0-mae:6027.24805 validation_1-mae:6413.84814 [179] validation_0-mae:6023.59863 validation_1-mae:6412.68701 [180] validation_0-mae:6019.49365 validation_1-mae:6409.99414 [181] validation_0-mae:6014.37256 validation_1-mae:6407.76270 [182] validation_0-mae:6009.94336 validation_1-mae:6405.23584 [183] validation_0-mae:6006.83398 validation_1-mae:6405.34033 [184] validation_0-mae:6003.58203 validation_1-mae:6403.30713 [185] validation_0-mae:6000.71680 validation_1-mae:6401.49316 [186] validation_0-mae:5998.53516 validation_1-mae:6401.56592 [187] validation_0-mae:5995.21973 validation_1-mae:6399.98438 [188] validation_0-mae:5990.87500 validation_1-mae:6397.73096 [189] validation_0-mae:5989.97022 validation_1-mae:6397.41455 [190] validation_0-mae:5986.07275 validation_1-mae:6394.80029 [191] validation_0-mae:5979.53027 validation_1-mae:6390.37988 [192] validation_0-mae:5975.15772 validation_1-mae:6389.11523 [193] validation_0-mae:5971.18408 validation_1-mae:6387.32764 [194] validation_0-mae:5970.23242 validation_1-mae:6386.81738 [195] validation_0-mae:5965.64746 validation_1-mae:6386.01318 [196] validation_0-mae:5962.40088 validation_1-mae:6385.59180 [197] validation_0-mae:5957.91016 validation_1-mae:6384.46436 [198] validation_0-mae:5953.41455 validation_1-mae:6382.15820 [199] validation_0-mae:5948.27148 validation_1-mae:6378.80420 [200] validation_0-mae:5946.09277 validation_1-mae:6378.85596 [201] validation_0-mae:5943.47754 validation_1-mae:6378.02344 [202] validation_0-mae:5942.57422 validation_1-mae:6377.71533 [203] validation_0-mae:5939.91846 validation_1-mae:6376.46045 [204] validation_0-mae:5938.32715 validation_1-mae:6375.43945 [205] validation_0-mae:5932.55176 validation_1-mae:6372.43213 [206] validation_0-mae:5926.93848 validation_1-mae:6369.50293 [207] validation_0-mae:5922.80225 validation_1-mae:6367.16064 [208] validation_0-mae:5916.98584 validation_1-mae:6364.47900 [209] validation_0-mae:5915.22656 validation_1-mae:6364.21728 [210] validation_0-mae:5908.13379 validation_1-mae:6360.08984 [211] validation_0-mae:5904.86377 validation_1-mae:6360.36475 [212] validation_0-mae:5902.08154 validation_1-mae:6358.52490 [213] validation_0-mae:5899.17773 validation_1-mae:6356.06885 [214] validation_0-mae:5893.17725 validation_1-mae:6352.86572 [215] validation_0-mae:5891.77051 validation_1-mae:6352.34522 [216] validation_0-mae:5889.92529 validation_1-mae:6352.04590 [217] validation_0-mae:5886.68066 validation_1-mae:6350.45947 [218] validation_0-mae:5884.51367 validation_1-mae:6350.67480 [219] validation_0-mae:5881.27832 validation_1-mae:6348.56689 [220] validation_0-mae:5879.63379 validation_1-mae:6348.68897 [221] validation_0-mae:5875.64014 validation_1-mae:6347.05859 [222] validation_0-mae:5872.77490 validation_1-mae:6345.32178 [223] validation_0-mae:5869.25195 validation_1-mae:6345.33545 [224] validation_0-mae:5867.46094 validation_1-mae:6345.08496 [225] validation_0-mae:5863.78613 validation_1-mae:6343.79297 [226] validation_0-mae:5860.69043 validation_1-mae:6343.60791 [227] validation_0-mae:5856.26660 validation_1-mae:6339.21045 [228] validation_0-mae:5852.59033 validation_1-mae:6338.30615 [229] validation_0-mae:5850.98291 validation_1-mae:6338.45508 [230] validation_0-mae:5846.35791 validation_1-mae:6337.69678 [231] validation_0-mae:5844.30664 validation_1-mae:6336.58252 [232] validation_0-mae:5840.99072 validation_1-mae:6334.72070 [233] validation_0-mae:5837.00488 validation_1-mae:6333.07031 [234] validation_0-mae:5834.20996 validation_1-mae:6332.93066 [235] validation_0-mae:5831.03955 validation_1-mae:6330.82666 [236] validation_0-mae:5828.85449 validation_1-mae:6329.17334 [237] validation_0-mae:5826.61523 validation_1-mae:6329.22949 [238] validation_0-mae:5823.22900 validation_1-mae:6328.10840 [239] validation_0-mae:5820.23633 validation_1-mae:6327.33008 [240] validation_0-mae:5814.03369 validation_1-mae:6324.05713 [241] validation_0-mae:5813.23633 validation_1-mae:6323.58789 [242] validation_0-mae:5811.85498 validation_1-mae:6324.06738 [243] validation_0-mae:5809.76416 validation_1-mae:6323.02783 [244] validation_0-mae:5807.67725 validation_1-mae:6322.04395 [245] validation_0-mae:5806.54150 validation_1-mae:6321.73486 [246] validation_0-mae:5804.96728 validation_1-mae:6321.68359 [247] validation_0-mae:5802.76318 validation_1-mae:6319.16064 [248] validation_0-mae:5797.09912 validation_1-mae:6317.67725 [249] validation_0-mae:5793.78223 validation_1-mae:6316.74072 [250] validation_0-mae:5789.23682 validation_1-mae:6315.06934 [251] validation_0-mae:5786.22510 validation_1-mae:6314.43701 [252] validation_0-mae:5785.02832 validation_1-mae:6314.10742 [253] validation_0-mae:5782.63232 validation_1-mae:6311.87598 [254] validation_0-mae:5780.57471 validation_1-mae:6310.87549 [255] validation_0-mae:5777.31689 validation_1-mae:6309.27002 [256] validation_0-mae:5774.22705 validation_1-mae:6309.54883 [257] validation_0-mae:5771.18262 validation_1-mae:6307.69141 [258] validation_0-mae:5768.57666 validation_1-mae:6307.20752 [259] validation_0-mae:5765.84180 validation_1-mae:6306.62549 [260] validation_0-mae:5762.82910 validation_1-mae:6305.95654 [261] validation_0-mae:5761.27978 validation_1-mae:6305.14453 [262] validation_0-mae:5759.55029 validation_1-mae:6303.59717 [263] validation_0-mae:5756.77930 validation_1-mae:6303.44336 [264] validation_0-mae:5753.47412 validation_1-mae:6302.05518 [265] validation_0-mae:5751.85547 validation_1-mae:6302.07178 [266] validation_0-mae:5750.98291 validation_1-mae:6302.16113 [267] validation_0-mae:5747.92969 validation_1-mae:6300.12500 [268] validation_0-mae:5744.04102 validation_1-mae:6296.85889 [269] validation_0-mae:5739.87451 validation_1-mae:6293.91650 [270] validation_0-mae:5732.42236 validation_1-mae:6291.43799 [271] validation_0-mae:5730.79395 validation_1-mae:6291.37744 [272] validation_0-mae:5725.17676 validation_1-mae:6287.51367 [273] validation_0-mae:5723.69873 validation_1-mae:6287.07129 [274] validation_0-mae:5721.31152 validation_1-mae:6285.60303 [275] validation_0-mae:5719.16309 validation_1-mae:6285.46973 [276] validation_0-mae:5716.32861 validation_1-mae:6284.47949 [277] validation_0-mae:5711.06494 validation_1-mae:6281.26855 [278] validation_0-mae:5708.58691 validation_1-mae:6280.53272 [279] validation_0-mae:5706.67822 validation_1-mae:6279.06201 [280] validation_0-mae:5706.40234 validation_1-mae:6278.75879 [281] validation_0-mae:5704.99072 validation_1-mae:6278.01807 [282] validation_0-mae:5702.01270 validation_1-mae:6277.18408 [283] validation_0-mae:5697.09619 validation_1-mae:6274.47998 [284] validation_0-mae:5695.78711 validation_1-mae:6274.34814 [285] validation_0-mae:5690.59570 validation_1-mae:6271.61523 [286] validation_0-mae:5687.50391 validation_1-mae:6270.13086 [287] validation_0-mae:5683.94043 validation_1-mae:6268.36621 [288] validation_0-mae:5681.03955 validation_1-mae:6267.16260 [289] validation_0-mae:5676.38770 validation_1-mae:6264.09961 [290] validation_0-mae:5672.87549 validation_1-mae:6262.68164 [291] validation_0-mae:5670.28174 validation_1-mae:6262.08252 [292] validation_0-mae:5668.19092 validation_1-mae:6261.09131 [293] validation_0-mae:5663.90576 validation_1-mae:6258.60938 [294] validation_0-mae:5661.20459 validation_1-mae:6258.95850 [295] validation_0-mae:5659.90478 validation_1-mae:6258.63232 [296] validation_0-mae:5658.95752 validation_1-mae:6258.31543 [297] validation_0-mae:5656.37500 validation_1-mae:6256.97217 [298] validation_0-mae:5651.40723 validation_1-mae:6253.89209 [299] validation_0-mae:5649.50732 validation_1-mae:6253.70898 [300] validation_0-mae:5647.52539 validation_1-mae:6253.49853 [301] validation_0-mae:5644.29443 validation_1-mae:6252.33252 [302] validation_0-mae:5642.24805 validation_1-mae:6252.44629 [303] validation_0-mae:5639.69727 validation_1-mae:6251.11621 [304] validation_0-mae:5637.80371 validation_1-mae:6250.99512 [305] validation_0-mae:5635.12598 validation_1-mae:6250.77490 [306] validation_0-mae:5634.50195 validation_1-mae:6251.06885 [307] validation_0-mae:5629.18408 validation_1-mae:6247.30469 [308] validation_0-mae:5626.53076 validation_1-mae:6247.28760 [309] validation_0-mae:5624.20557 validation_1-mae:6247.05566 [310] validation_0-mae:5623.09473 validation_1-mae:6247.06934 [311] validation_0-mae:5621.37402 validation_1-mae:6246.83350 [312] validation_0-mae:5619.92188 validation_1-mae:6246.92432 [313] validation_0-mae:5618.02344 validation_1-mae:6245.92334 [314] validation_0-mae:5615.10498 validation_1-mae:6244.72754 [315] validation_0-mae:5612.38428 validation_1-mae:6245.04736 [316] validation_0-mae:5610.64844 validation_1-mae:6244.59277 [317] validation_0-mae:5608.82031 validation_1-mae:6243.63330 [318] validation_0-mae:5607.85938 validation_1-mae:6243.33936 [319] validation_0-mae:5604.62061 validation_1-mae:6242.32910 [320] validation_0-mae:5602.46777 validation_1-mae:6242.04004 [321] validation_0-mae:5600.24268 validation_1-mae:6241.23486 [322] validation_0-mae:5598.19727 validation_1-mae:6240.35303 [323] validation_0-mae:5596.24902 validation_1-mae:6239.38330 [324] validation_0-mae:5595.31641 validation_1-mae:6239.75098 [325] validation_0-mae:5594.54492 validation_1-mae:6239.42236 [326] validation_0-mae:5592.58105 validation_1-mae:6239.00049 [327] validation_0-mae:5589.91650 validation_1-mae:6239.00684 [328] validation_0-mae:5588.35205 validation_1-mae:6238.71533 [329] validation_0-mae:5585.67969 validation_1-mae:6238.74365 [330] validation_0-mae:5582.66504 validation_1-mae:6237.58447 [331] validation_0-mae:5581.56494 validation_1-mae:6237.19141 [332] validation_0-mae:5579.60400 validation_1-mae:6237.00537 [333] validation_0-mae:5577.05664 validation_1-mae:6235.62158 [334] validation_0-mae:5573.95020 validation_1-mae:6234.46680 [335] validation_0-mae:5572.36621 validation_1-mae:6233.85303 [336] validation_0-mae:5571.65137 validation_1-mae:6233.79736 [337] validation_0-mae:5570.53564 validation_1-mae:6233.39746 [338] validation_0-mae:5569.55615 validation_1-mae:6232.64648 [339] validation_0-mae:5567.65186 validation_1-mae:6231.18750 [340] validation_0-mae:5564.96094 validation_1-mae:6229.55957 [341] validation_0-mae:5560.29443 validation_1-mae:6226.83008 [342] validation_0-mae:5556.04004 validation_1-mae:6225.89355 [343] validation_0-mae:5554.03174 validation_1-mae:6224.67139 [344] validation_0-mae:5551.72412 validation_1-mae:6223.75684 [345] validation_0-mae:5548.86816 validation_1-mae:6221.94873 [346] validation_0-mae:5545.84668 validation_1-mae:6221.55811 [347] validation_0-mae:5542.92578 validation_1-mae:6220.34863 [348] validation_0-mae:5541.60107 validation_1-mae:6220.42383 [349] validation_0-mae:5537.33154 validation_1-mae:6219.71924 [350] validation_0-mae:5534.38818 validation_1-mae:6218.09814 [351] validation_0-mae:5533.46143 validation_1-mae:6217.55322 [352] validation_0-mae:5530.59717 validation_1-mae:6215.02930 [353] validation_0-mae:5527.10205 validation_1-mae:6213.52148 [354] validation_0-mae:5525.98877 validation_1-mae:6212.33252 [355] validation_0-mae:5523.06982 validation_1-mae:6210.69531 [356] validation_0-mae:5521.75488 validation_1-mae:6209.38623 [357] validation_0-mae:5520.02100 validation_1-mae:6208.39453 [358] validation_0-mae:5517.82910 validation_1-mae:6208.76953 [359] validation_0-mae:5516.79590 validation_1-mae:6208.88574 [360] validation_0-mae:5516.33398 validation_1-mae:6209.13379 [361] validation_0-mae:5515.02002 validation_1-mae:6208.48047 [362] validation_0-mae:5512.98926 validation_1-mae:6207.97070 [363] validation_0-mae:5511.57422 validation_1-mae:6207.80908 [364] validation_0-mae:5509.00977 validation_1-mae:6206.48828 [365] validation_0-mae:5506.94434 validation_1-mae:6205.84326 [366] validation_0-mae:5505.33398 validation_1-mae:6205.55957 [367] validation_0-mae:5503.41504 validation_1-mae:6205.80371 [368] validation_0-mae:5498.87793 validation_1-mae:6203.53223 [369] validation_0-mae:5497.78369 validation_1-mae:6203.65039 [370] validation_0-mae:5495.20801 validation_1-mae:6202.80762 [371] validation_0-mae:5494.58252 validation_1-mae:6202.99853 [372] validation_0-mae:5492.78955 validation_1-mae:6202.60254 [373] validation_0-mae:5489.10889 validation_1-mae:6201.47656 [374] validation_0-mae:5486.12500 validation_1-mae:6200.15430 [375] validation_0-mae:5482.16992 validation_1-mae:6197.71289 [376] validation_0-mae:5481.31592 validation_1-mae:6197.30664 [377] validation_0-mae:5479.53125 validation_1-mae:6196.96143 [378] validation_0-mae:5476.24756 validation_1-mae:6195.31787 [379] validation_0-mae:5473.86377 validation_1-mae:6195.21387 [380] validation_0-mae:5470.11035 validation_1-mae:6193.29395 [381] validation_0-mae:5466.34326 validation_1-mae:6193.37305 [382] validation_0-mae:5463.13770 validation_1-mae:6192.76172 [383] validation_0-mae:5459.63818 validation_1-mae:6190.82764 [384] validation_0-mae:5458.09814 validation_1-mae:6190.37353 [385] validation_0-mae:5454.35742 validation_1-mae:6189.96973 [386] validation_0-mae:5452.32812 validation_1-mae:6190.02490 [387] validation_0-mae:5450.09277 validation_1-mae:6188.17627 [388] validation_0-mae:5448.30469 validation_1-mae:6187.25098 [389] validation_0-mae:5444.32715 validation_1-mae:6185.29834 [390] validation_0-mae:5442.30127 validation_1-mae:6184.45459 [391] validation_0-mae:5440.32959 validation_1-mae:6183.61377 [392] validation_0-mae:5439.10303 validation_1-mae:6182.84863 [393] validation_0-mae:5436.11719 validation_1-mae:6181.82959 [394] validation_0-mae:5434.60986 validation_1-mae:6181.67627 [395] validation_0-mae:5432.76660 validation_1-mae:6180.92920 [396] validation_0-mae:5432.08838 validation_1-mae:6180.71875 [397] validation_0-mae:5430.81836 validation_1-mae:6180.22022 [398] validation_0-mae:5429.30518 validation_1-mae:6180.18848 [399] validation_0-mae:5428.97412 validation_1-mae:6180.14160 [400] validation_0-mae:5427.18555 validation_1-mae:6179.15576 [401] validation_0-mae:5425.22461 validation_1-mae:6178.52197 [402] validation_0-mae:5424.91064 validation_1-mae:6178.61133 [403] validation_0-mae:5421.06934 validation_1-mae:6177.67090 [404] validation_0-mae:5417.89307 validation_1-mae:6176.07617 [405] validation_0-mae:5415.33203 validation_1-mae:6175.32324 [406] validation_0-mae:5414.05078 validation_1-mae:6175.89600 [407] validation_0-mae:5411.56543 validation_1-mae:6174.35059 [408] validation_0-mae:5410.29053 validation_1-mae:6174.76172 [409] validation_0-mae:5408.59375 validation_1-mae:6174.01514 [410] validation_0-mae:5407.16504 validation_1-mae:6173.17529 [411] validation_0-mae:5406.23242 validation_1-mae:6173.06543 [412] validation_0-mae:5404.88379 validation_1-mae:6173.11621 [413] validation_0-mae:5400.96777 validation_1-mae:6170.86865 [414] validation_0-mae:5399.74756 validation_1-mae:6170.32959 [415] validation_0-mae:5399.04346 validation_1-mae:6170.42676 [416] validation_0-mae:5397.13916 validation_1-mae:6169.82471 [417] validation_0-mae:5394.51367 validation_1-mae:6168.65381 [418] validation_0-mae:5393.49414 validation_1-mae:6168.62500 [419] validation_0-mae:5391.69775 validation_1-mae:6167.54834 [420] validation_0-mae:5391.41211 validation_1-mae:6167.53125 [421] validation_0-mae:5390.96826 validation_1-mae:6167.38379 [422] validation_0-mae:5390.19922 validation_1-mae:6167.06885 [423] validation_0-mae:5388.99951 validation_1-mae:6166.64160 [424] validation_0-mae:5387.30518 validation_1-mae:6166.89355 [425] validation_0-mae:5384.87012 validation_1-mae:6167.17871 [426] validation_0-mae:5382.84619 validation_1-mae:6166.58789 [427] validation_0-mae:5380.48486 validation_1-mae:6166.48242 [428] validation_0-mae:5378.65283 validation_1-mae:6166.37061 [429] validation_0-mae:5376.96094 validation_1-mae:6165.87793 [430] validation_0-mae:5373.42676 validation_1-mae:6163.90723 [431] validation_0-mae:5372.54834 validation_1-mae:6163.53418 [432] validation_0-mae:5370.23584 validation_1-mae:6162.13672 [433] validation_0-mae:5367.65332 validation_1-mae:6161.27490 [434] validation_0-mae:5364.95752 validation_1-mae:6159.69580 [435] validation_0-mae:5362.44971 validation_1-mae:6159.23340 [436] validation_0-mae:5359.72607 validation_1-mae:6158.79199 [437] validation_0-mae:5358.33105 validation_1-mae:6158.75439 [438] validation_0-mae:5357.52002 validation_1-mae:6158.83545 [439] validation_0-mae:5355.77100 validation_1-mae:6158.08691 [440] validation_0-mae:5354.80859 validation_1-mae:6158.33838 [441] validation_0-mae:5352.31152 validation_1-mae:6157.65088 [442] validation_0-mae:5350.63672 validation_1-mae:6156.84766 [443] validation_0-mae:5349.64062 validation_1-mae:6156.49951 [444] validation_0-mae:5348.61426 validation_1-mae:6156.03076 [445] validation_0-mae:5348.20947 validation_1-mae:6156.27002 [446] validation_0-mae:5347.95068 validation_1-mae:6156.63623 [447] validation_0-mae:5347.25732 validation_1-mae:6156.65674 [448] validation_0-mae:5344.91162 validation_1-mae:6155.54932 [449] validation_0-mae:5343.15039 validation_1-mae:6155.26465 [450] validation_0-mae:5341.78955 validation_1-mae:6154.77637 [451] validation_0-mae:5340.04883 validation_1-mae:6154.68066 [452] validation_0-mae:5339.67188 validation_1-mae:6154.48584 [453] validation_0-mae:5339.42969 validation_1-mae:6154.52588 [454] validation_0-mae:5338.39307 validation_1-mae:6153.92920 [455] validation_0-mae:5336.75049 validation_1-mae:6153.77344 [456] validation_0-mae:5334.37793 validation_1-mae:6153.05762 [457] validation_0-mae:5331.96631 validation_1-mae:6152.53076 [458] validation_0-mae:5330.63037 validation_1-mae:6152.09424 [459] validation_0-mae:5327.23047 validation_1-mae:6150.56934 [460] validation_0-mae:5325.68701 validation_1-mae:6150.22168 [461] validation_0-mae:5323.56397 validation_1-mae:6150.27148 [462] validation_0-mae:5319.74609 validation_1-mae:6148.81299 [463] validation_0-mae:5318.92090 validation_1-mae:6148.68213 [464] validation_0-mae:5316.80859 validation_1-mae:6148.01367 [465] validation_0-mae:5313.66895 validation_1-mae:6147.32227 [466] validation_0-mae:5312.72070 validation_1-mae:6147.15723 [467] validation_0-mae:5310.07471 validation_1-mae:6146.67920 [468] validation_0-mae:5309.35303 validation_1-mae:6146.85303 [469] validation_0-mae:5309.17725 validation_1-mae:6147.03760 [470] validation_0-mae:5306.65576 validation_1-mae:6147.00732 [471] validation_0-mae:5305.13770 validation_1-mae:6147.03711 [472] validation_0-mae:5302.83887 validation_1-mae:6146.62500 [473] validation_0-mae:5301.00781 validation_1-mae:6146.90918 [474] validation_0-mae:5299.42480 validation_1-mae:6146.75879 [475] validation_0-mae:5298.73242 validation_1-mae:6147.04639 [476] validation_0-mae:5297.90332 validation_1-mae:6146.63379 [477] validation_0-mae:5297.54102 validation_1-mae:6146.66016 [478] validation_0-mae:5296.10889 validation_1-mae:6146.37939 [479] validation_0-mae:5290.69824 validation_1-mae:6144.19629 [480] validation_0-mae:5288.91064 validation_1-mae:6143.35107 [481] validation_0-mae:5286.24902 validation_1-mae:6142.56836 [482] validation_0-mae:5285.17188 validation_1-mae:6142.68164 [483] validation_0-mae:5282.42188 validation_1-mae:6141.17480 [484] validation_0-mae:5281.70752 validation_1-mae:6141.12158 [485] validation_0-mae:5280.47119 validation_1-mae:6141.03906 [486] validation_0-mae:5278.75537 validation_1-mae:6139.88525 [487] validation_0-mae:5276.56738 validation_1-mae:6138.96338 [488] validation_0-mae:5272.64600 validation_1-mae:6137.44727 [489] validation_0-mae:5269.65723 validation_1-mae:6136.33691 [490] validation_0-mae:5267.61475 validation_1-mae:6136.37353 [491] validation_0-mae:5266.62353 validation_1-mae:6136.68457 [492] validation_0-mae:5265.39600 validation_1-mae:6137.35742 [493] validation_0-mae:5263.72949 validation_1-mae:6137.40772 [494] validation_0-mae:5259.20801 validation_1-mae:6135.63916 [495] validation_0-mae:5257.46924 validation_1-mae:6135.12744 [496] validation_0-mae:5253.60400 validation_1-mae:6134.06348 [497] validation_0-mae:5251.10449 validation_1-mae:6133.00439 [498] validation_0-mae:5248.89307 validation_1-mae:6131.81543 [499] validation_0-mae:5246.78223 validation_1-mae:6131.75586 [500] validation_0-mae:5246.25195 validation_1-mae:6131.70508 [501] validation_0-mae:5246.07129 validation_1-mae:6131.67773 [502] validation_0-mae:5245.69043 validation_1-mae:6131.85156 [503] validation_0-mae:5242.49316 validation_1-mae:6130.31738 [504] validation_0-mae:5240.31836 validation_1-mae:6129.93164 [505] validation_0-mae:5238.66406 validation_1-mae:6130.04834 [506] validation_0-mae:5236.99463 validation_1-mae:6130.52539 [507] validation_0-mae:5235.51807 validation_1-mae:6129.71191 [508] validation_0-mae:5233.53516 validation_1-mae:6130.10400 [509] validation_0-mae:5233.05225 validation_1-mae:6129.93848 [510] validation_0-mae:5232.50781 validation_1-mae:6130.02734 [511] validation_0-mae:5229.37109 validation_1-mae:6130.05762 [512] validation_0-mae:5226.90137 validation_1-mae:6128.92773 [513] validation_0-mae:5223.41895 validation_1-mae:6128.07812 [514] validation_0-mae:5222.21533 validation_1-mae:6128.03564 [515] validation_0-mae:5219.81299 validation_1-mae:6127.96533 [516] validation_0-mae:5218.00439 validation_1-mae:6127.90918 [517] validation_0-mae:5215.19531 validation_1-mae:6126.70850 [518] validation_0-mae:5212.09375 validation_1-mae:6125.53760 [519] validation_0-mae:5210.50244 validation_1-mae:6124.92480 [520] validation_0-mae:5209.98242 validation_1-mae:6124.71289 [521] validation_0-mae:5206.99658 validation_1-mae:6124.41455 [522] validation_0-mae:5205.07666 validation_1-mae:6123.81641 [523] validation_0-mae:5204.04639 validation_1-mae:6123.57373 [524] validation_0-mae:5203.15918 validation_1-mae:6123.57178 [525] validation_0-mae:5199.39307 validation_1-mae:6121.38086 [526] validation_0-mae:5197.42188 validation_1-mae:6120.99316 [527] validation_0-mae:5195.26465 validation_1-mae:6120.90137 [528] validation_0-mae:5194.68848 validation_1-mae:6120.81152 [529] validation_0-mae:5192.68555 validation_1-mae:6121.01123 [530] validation_0-mae:5189.91211 validation_1-mae:6120.84131 [531] validation_0-mae:5187.86865 validation_1-mae:6119.98438 [532] validation_0-mae:5185.38135 validation_1-mae:6120.42822 [533] validation_0-mae:5183.78467 validation_1-mae:6120.59814 [534] validation_0-mae:5183.23877 validation_1-mae:6120.30127 [535] validation_0-mae:5180.66748 validation_1-mae:6118.64600 [536] validation_0-mae:5177.37500 validation_1-mae:6117.27002 [537] validation_0-mae:5175.86182 validation_1-mae:6117.31787 [538] validation_0-mae:5174.24072 validation_1-mae:6117.63477 [539] validation_0-mae:5171.00342 validation_1-mae:6116.60400 [540] validation_0-mae:5169.29541 validation_1-mae:6116.79297 [541] validation_0-mae:5168.61719 validation_1-mae:6116.39209 [542] validation_0-mae:5167.05762 validation_1-mae:6115.51318 [543] validation_0-mae:5165.42334 validation_1-mae:6115.67920 [544] validation_0-mae:5163.82227 validation_1-mae:6115.22070 [545] validation_0-mae:5159.93506 validation_1-mae:6113.18359 [546] validation_0-mae:5158.03223 validation_1-mae:6113.90674 [547] validation_0-mae:5154.39844 validation_1-mae:6111.89893 [548] validation_0-mae:5151.84522 validation_1-mae:6110.83838 [549] validation_0-mae:5150.89062 validation_1-mae:6110.83203 [550] validation_0-mae:5150.13086 validation_1-mae:6110.79883 [551] validation_0-mae:5148.44629 validation_1-mae:6110.38281 [552] validation_0-mae:5148.12988 validation_1-mae:6110.69824 [553] validation_0-mae:5147.90527 validation_1-mae:6110.64404 [554] validation_0-mae:5147.04199 validation_1-mae:6110.25684 [555] validation_0-mae:5144.03613 validation_1-mae:6109.90674 [556] validation_0-mae:5142.84814 validation_1-mae:6109.75195 [557] validation_0-mae:5140.88135 validation_1-mae:6109.61621 [558] validation_0-mae:5138.34863 validation_1-mae:6108.93555 [559] validation_0-mae:5135.94580 validation_1-mae:6107.82129 [560] validation_0-mae:5132.69727 validation_1-mae:6107.10889 [561] validation_0-mae:5131.02344 validation_1-mae:6106.63574 [562] validation_0-mae:5126.44580 validation_1-mae:6102.78662 [563] validation_0-mae:5123.19141 validation_1-mae:6102.41211 [564] validation_0-mae:5120.12939 validation_1-mae:6101.02246 [565] validation_0-mae:5118.53467 validation_1-mae:6101.64404 [566] validation_0-mae:5117.39990 validation_1-mae:6101.46094 [567] validation_0-mae:5114.87207 validation_1-mae:6099.74072 [568] validation_0-mae:5113.19189 validation_1-mae:6098.33008 [569] validation_0-mae:5110.99463 validation_1-mae:6097.47412 [570] validation_0-mae:5108.82373 validation_1-mae:6097.30615 [571] validation_0-mae:5107.52881 validation_1-mae:6097.90478 [572] validation_0-mae:5107.08350 validation_1-mae:6098.03027 [573] validation_0-mae:5105.58447 validation_1-mae:6097.62842 [574] validation_0-mae:5104.15381 validation_1-mae:6097.21631 [575] validation_0-mae:5103.74365 validation_1-mae:6096.93115 [576] validation_0-mae:5102.29492 validation_1-mae:6096.65918 [577] validation_0-mae:5100.52344 validation_1-mae:6096.26611 [578] validation_0-mae:5098.67773 validation_1-mae:6095.46387 [579] validation_0-mae:5097.32129 validation_1-mae:6095.94971 [580] validation_0-mae:5094.32275 validation_1-mae:6094.85889 [581] validation_0-mae:5092.94873 validation_1-mae:6094.05371 [582] validation_0-mae:5091.44531 validation_1-mae:6093.71484 [583] validation_0-mae:5088.55957 validation_1-mae:6092.44189 [584] validation_0-mae:5086.91504 validation_1-mae:6092.29053 [585] validation_0-mae:5086.38184 validation_1-mae:6092.31299 [586] validation_0-mae:5084.32373 validation_1-mae:6092.16113 [587] validation_0-mae:5084.10010 validation_1-mae:6092.00879 [588] validation_0-mae:5083.21484 validation_1-mae:6091.61816 [589] validation_0-mae:5082.39746 validation_1-mae:6091.25391 [590] validation_0-mae:5079.99463 validation_1-mae:6090.29785 [591] validation_0-mae:5079.21191 validation_1-mae:6090.65967 [592] validation_0-mae:5078.33936 validation_1-mae:6090.60010 [593] validation_0-mae:5077.03174 validation_1-mae:6090.52344 [594] validation_0-mae:5075.93945 validation_1-mae:6090.15674 [595] validation_0-mae:5074.34424 validation_1-mae:6089.53564 [596] validation_0-mae:5072.19043 validation_1-mae:6088.27783 [597] validation_0-mae:5071.04785 validation_1-mae:6087.53467 [598] validation_0-mae:5068.86914 validation_1-mae:6087.75439 [599] validation_0-mae:5066.92773 validation_1-mae:6087.41553 [600] validation_0-mae:5065.48340 validation_1-mae:6086.86182 [601] validation_0-mae:5064.29980 validation_1-mae:6086.22266 [602] validation_0-mae:5063.22070 validation_1-mae:6085.49853 [603] validation_0-mae:5061.45850 validation_1-mae:6084.57275 [604] validation_0-mae:5060.20459 validation_1-mae:6084.26465 [605] validation_0-mae:5058.90088 validation_1-mae:6084.81397 [606] validation_0-mae:5057.17188 validation_1-mae:6083.80811 [607] validation_0-mae:5055.66797 validation_1-mae:6084.62012 [608] validation_0-mae:5054.78857 validation_1-mae:6084.51514 [609] validation_0-mae:5053.67676 validation_1-mae:6083.93506 [610] validation_0-mae:5052.43311 validation_1-mae:6083.41406 [611] validation_0-mae:5051.08105 validation_1-mae:6083.50732 [612] validation_0-mae:5050.51221 validation_1-mae:6083.43897 [613] validation_0-mae:5049.71777 validation_1-mae:6083.64453 [614] validation_0-mae:5048.59375 validation_1-mae:6083.06055 [615] validation_0-mae:5047.24902 validation_1-mae:6082.55322 [616] validation_0-mae:5046.67627 validation_1-mae:6082.10010 [617] validation_0-mae:5043.43945 validation_1-mae:6081.73682 [618] validation_0-mae:5042.74463 validation_1-mae:6081.49609 [619] validation_0-mae:5041.64209 validation_1-mae:6081.24268 [620] validation_0-mae:5040.66650 validation_1-mae:6081.42822 [621] validation_0-mae:5039.46875 validation_1-mae:6081.46484 [622] validation_0-mae:5038.59570 validation_1-mae:6081.10645 [623] validation_0-mae:5037.20459 validation_1-mae:6081.39355 [624] validation_0-mae:5035.53857 validation_1-mae:6080.30078 [625] validation_0-mae:5033.39990 validation_1-mae:6080.33496 [626] validation_0-mae:5032.15869 validation_1-mae:6079.71973 [627] validation_0-mae:5030.85840 validation_1-mae:6079.70703 [628] validation_0-mae:5029.72705 validation_1-mae:6079.38135 [629] validation_0-mae:5026.28418 validation_1-mae:6078.59082 [630] validation_0-mae:5025.94873 validation_1-mae:6078.85889 [631] validation_0-mae:5025.39648 validation_1-mae:6078.83447 [632] validation_0-mae:5024.24707 validation_1-mae:6079.46289 [633] validation_0-mae:5021.91553 validation_1-mae:6079.21387 [634] validation_0-mae:5019.18262 validation_1-mae:6078.80859 [635] validation_0-mae:5016.06445 validation_1-mae:6078.91846 [636] validation_0-mae:5013.95020 validation_1-mae:6079.42773 [637] validation_0-mae:5011.78516 validation_1-mae:6079.43750 [638] validation_0-mae:5010.18506 validation_1-mae:6079.92969 [639] validation_0-mae:5008.44629 validation_1-mae:6078.99902 [640] validation_0-mae:5006.54541 validation_1-mae:6078.33545 [641] validation_0-mae:5004.55176 validation_1-mae:6077.75732 [642] validation_0-mae:5003.60938 validation_1-mae:6077.77246 [643] validation_0-mae:5001.63184 validation_1-mae:6078.03564 [644] validation_0-mae:5000.53418 validation_1-mae:6078.46582 [645] validation_0-mae:4998.86377 validation_1-mae:6077.58984 [646] validation_0-mae:4997.95996 validation_1-mae:6077.31885 [647] validation_0-mae:4997.10938 validation_1-mae:6077.29297 [648] validation_0-mae:4996.44434 validation_1-mae:6076.89355 [649] validation_0-mae:4995.52686 validation_1-mae:6076.53369 [650] validation_0-mae:4995.38379 validation_1-mae:6076.43408 [651] validation_0-mae:4995.31006 validation_1-mae:6076.51074 [652] validation_0-mae:4994.55762 validation_1-mae:6076.30029 [653] validation_0-mae:4994.25781 validation_1-mae:6076.21338 [654] validation_0-mae:4992.38037 validation_1-mae:6075.99853 [655] validation_0-mae:4992.02588 validation_1-mae:6075.79053 [656] validation_0-mae:4990.41406 validation_1-mae:6075.86230 [657] validation_0-mae:4988.83691 validation_1-mae:6075.58398 [658] validation_0-mae:4984.31836 validation_1-mae:6071.56787 [659] validation_0-mae:4981.18262 validation_1-mae:6070.22705 [660] validation_0-mae:4978.73145 validation_1-mae:6069.99463 [661] validation_0-mae:4976.28564 validation_1-mae:6069.41748 [662] validation_0-mae:4974.47705 validation_1-mae:6069.79199 [663] validation_0-mae:4973.75635 validation_1-mae:6069.64355 [664] validation_0-mae:4971.92627 validation_1-mae:6068.27441 [665] validation_0-mae:4968.85889 validation_1-mae:6068.22754 [666] validation_0-mae:4967.44824 validation_1-mae:6068.19922 [667] validation_0-mae:4965.04443 validation_1-mae:6066.94287 [668] validation_0-mae:4962.72363 validation_1-mae:6067.41016 [669] validation_0-mae:4960.22900 validation_1-mae:6067.44678 [670] validation_0-mae:4958.89844 validation_1-mae:6066.50488 [671] validation_0-mae:4957.45850 validation_1-mae:6066.62353 [672] validation_0-mae:4957.06592 validation_1-mae:6066.71191 [673] validation_0-mae:4955.50781 validation_1-mae:6066.64746 [674] validation_0-mae:4953.27002 validation_1-mae:6066.50342 [675] validation_0-mae:4951.57275 validation_1-mae:6066.98389 [676] validation_0-mae:4949.96094 validation_1-mae:6067.18213 [677] validation_0-mae:4948.35889 validation_1-mae:6066.26367 [678] validation_0-mae:4945.28418 validation_1-mae:6063.71045 [679] validation_0-mae:4942.18457 validation_1-mae:6062.72217 [680] validation_0-mae:4940.43652 validation_1-mae:6063.29932 [681] validation_0-mae:4938.15478 validation_1-mae:6063.43359 [682] validation_0-mae:4936.91016 validation_1-mae:6063.88330 [683] validation_0-mae:4935.55176 validation_1-mae:6064.47266 [684] validation_0-mae:4932.64111 validation_1-mae:6064.25391 [685] validation_0-mae:4931.16309 validation_1-mae:6064.11475 [686] validation_0-mae:4929.58545 validation_1-mae:6063.84668 [687] validation_0-mae:4927.66846 validation_1-mae:6065.07568 [688] validation_0-mae:4925.75244 validation_1-mae:6064.94775 [689] validation_0-mae:4923.83496 validation_1-mae:6064.71191 [690] validation_0-mae:4922.11865 validation_1-mae:6064.10791 [691] validation_0-mae:4919.90625 validation_1-mae:6063.62256 [692] validation_0-mae:4917.32031 validation_1-mae:6063.98242 [693] validation_0-mae:4916.04541 validation_1-mae:6063.62695 [694] validation_0-mae:4913.51514 validation_1-mae:6063.03125 [695] validation_0-mae:4912.51367 validation_1-mae:6063.21631 [696] validation_0-mae:4910.27637 validation_1-mae:6062.00635 [697] validation_0-mae:4908.61865 validation_1-mae:6061.12988 [698] validation_0-mae:4906.71240 validation_1-mae:6061.07666 [699] validation_0-mae:4905.55762 validation_1-mae:6060.20166 [700] validation_0-mae:4903.91064 validation_1-mae:6060.20020 [701] validation_0-mae:4902.82764 validation_1-mae:6060.37549 [702] validation_0-mae:4902.59228 validation_1-mae:6060.67334 [703] validation_0-mae:4901.50147 validation_1-mae:6060.92627 [704] validation_0-mae:4900.72022 validation_1-mae:6060.74658 [705] validation_0-mae:4900.03809 validation_1-mae:6060.42822 [706] validation_0-mae:4897.91797 validation_1-mae:6059.51221 [707] validation_0-mae:4897.25195 validation_1-mae:6059.76465 [708] validation_0-mae:4896.16504 validation_1-mae:6059.47119 [709] validation_0-mae:4894.30273 validation_1-mae:6059.10840 [710] validation_0-mae:4893.04834 validation_1-mae:6059.22607 [711] validation_0-mae:4891.89600 validation_1-mae:6059.34180 [712] validation_0-mae:4891.77588 validation_1-mae:6059.31738 [713] validation_0-mae:4890.98389 validation_1-mae:6059.60791 [714] validation_0-mae:4889.81494 validation_1-mae:6060.12793 [715] validation_0-mae:4889.51514 validation_1-mae:6059.88428 [716] validation_0-mae:4887.61621 validation_1-mae:6059.28223 [717] validation_0-mae:4885.98730 validation_1-mae:6058.78809 [718] validation_0-mae:4884.94385 validation_1-mae:6058.63574 [719] validation_0-mae:4884.07422 validation_1-mae:6058.68018 [720] validation_0-mae:4882.58643 validation_1-mae:6058.43897 [721] validation_0-mae:4879.78760 validation_1-mae:6058.53906 [722] validation_0-mae:4878.35205 validation_1-mae:6058.35840 [723] validation_0-mae:4877.40723 validation_1-mae:6058.42432 [724] validation_0-mae:4876.11523 validation_1-mae:6058.03320 [725] validation_0-mae:4875.00049 validation_1-mae:6058.07617 [726] validation_0-mae:4873.83984 validation_1-mae:6058.56299 [727] validation_0-mae:4872.65967 validation_1-mae:6058.89990 [728] validation_0-mae:4871.14551 validation_1-mae:6058.51904 [729] validation_0-mae:4870.96436 validation_1-mae:6058.43701 [730] validation_0-mae:4870.62647 validation_1-mae:6058.18457 [731] validation_0-mae:4869.96338 validation_1-mae:6058.18066 [732] validation_0-mae:4868.36377 validation_1-mae:6058.16650 [733] validation_0-mae:4866.74414 validation_1-mae:6057.12647 [734] validation_0-mae:4865.30518 validation_1-mae:6057.47607 [735] validation_0-mae:4863.56397 validation_1-mae:6057.17578 [736] validation_0-mae:4862.63916 validation_1-mae:6057.51660 [737] validation_0-mae:4861.30615 validation_1-mae:6058.07422 [738] validation_0-mae:4860.05322 validation_1-mae:6057.88623 [739] validation_0-mae:4858.06934 validation_1-mae:6057.04443 [740] validation_0-mae:4857.13965 validation_1-mae:6056.80371 [741] validation_0-mae:4855.80078 validation_1-mae:6056.31445 [742] validation_0-mae:4855.10059 validation_1-mae:6055.95557 [743] validation_0-mae:4853.80615 validation_1-mae:6055.88232 [744] validation_0-mae:4851.57471 validation_1-mae:6054.13574 [745] validation_0-mae:4849.05225 validation_1-mae:6052.70166 [746] validation_0-mae:4847.36230 validation_1-mae:6052.02246 [747] validation_0-mae:4845.27832 validation_1-mae:6050.70068 [748] validation_0-mae:4843.93018 validation_1-mae:6050.55078 [749] validation_0-mae:4842.73682 validation_1-mae:6050.14893 [750] validation_0-mae:4841.56103 validation_1-mae:6049.72998 [751] validation_0-mae:4839.98877 validation_1-mae:6049.70508 [752] validation_0-mae:4839.13184 validation_1-mae:6049.70801 [753] validation_0-mae:4837.38965 validation_1-mae:6050.00928 [754] validation_0-mae:4836.44336 validation_1-mae:6050.13037 [755] validation_0-mae:4834.84863 validation_1-mae:6050.14844 [756] validation_0-mae:4833.98486 validation_1-mae:6049.56836 [757] validation_0-mae:4832.55176 validation_1-mae:6049.60254 [758] validation_0-mae:4831.43701 validation_1-mae:6049.33789 [759] validation_0-mae:4829.95752 validation_1-mae:6047.91260 [760] validation_0-mae:4828.33008 validation_1-mae:6046.91748 [761] validation_0-mae:4826.96045 validation_1-mae:6046.20898 [762] validation_0-mae:4826.11865 validation_1-mae:6046.16650 [763] validation_0-mae:4824.41162 validation_1-mae:6045.60547 [764] validation_0-mae:4824.11572 validation_1-mae:6045.55518 [765] validation_0-mae:4823.29688 validation_1-mae:6045.16211 [766] validation_0-mae:4822.57080 validation_1-mae:6044.64990 [767] validation_0-mae:4822.02783 validation_1-mae:6044.80469 [768] validation_0-mae:4820.73438 validation_1-mae:6044.87451 [769] validation_0-mae:4818.79541 validation_1-mae:6044.71973 [770] validation_0-mae:4818.12305 validation_1-mae:6044.46924 [771] validation_0-mae:4817.06250 validation_1-mae:6044.69727 [772] validation_0-mae:4816.29053 validation_1-mae:6044.74707 [773] validation_0-mae:4815.02393 validation_1-mae:6044.01709 [774] validation_0-mae:4814.40039 validation_1-mae:6043.78369 [775] validation_0-mae:4813.84961 validation_1-mae:6043.37158 [776] validation_0-mae:4813.26123 validation_1-mae:6042.92920 [777] validation_0-mae:4812.75439 validation_1-mae:6043.03955 [778] validation_0-mae:4812.01416 validation_1-mae:6042.68311 [779] validation_0-mae:4810.64209 validation_1-mae:6042.58105 [780] validation_0-mae:4809.18750 validation_1-mae:6042.70801 [781] validation_0-mae:4808.54932 validation_1-mae:6042.56592 [782] validation_0-mae:4808.06689 validation_1-mae:6042.25537 [783] validation_0-mae:4807.81103 validation_1-mae:6042.25830 [784] validation_0-mae:4806.62939 validation_1-mae:6042.32275 [785] validation_0-mae:4804.90283 validation_1-mae:6041.34522 [786] validation_0-mae:4804.28125 validation_1-mae:6041.14355 [787] validation_0-mae:4803.21826 validation_1-mae:6040.61426 [788] validation_0-mae:4802.25732 validation_1-mae:6040.41602 [789] validation_0-mae:4801.21631 validation_1-mae:6040.17480 [790] validation_0-mae:4799.71436 validation_1-mae:6040.74707 [791] validation_0-mae:4798.11670 validation_1-mae:6040.63818 [792] validation_0-mae:4795.82520 validation_1-mae:6040.09961 [793] validation_0-mae:4794.71338 validation_1-mae:6040.33203 [794] validation_0-mae:4791.63379 validation_1-mae:6038.50830 [795] validation_0-mae:4790.27148 validation_1-mae:6037.82812 [796] validation_0-mae:4789.19092 validation_1-mae:6037.35986 [797] validation_0-mae:4788.01904 validation_1-mae:6037.49805 [798] validation_0-mae:4787.13330 validation_1-mae:6037.71777 [799] validation_0-mae:4785.91357 validation_1-mae:6037.68164 [800] validation_0-mae:4785.11230 validation_1-mae:6038.06689 [801] validation_0-mae:4784.05762 validation_1-mae:6037.39160 [802] validation_0-mae:4783.09912 validation_1-mae:6037.29932 [803] validation_0-mae:4781.88525 validation_1-mae:6037.10010 [804] validation_0-mae:4779.87647 validation_1-mae:6036.90869 [805] validation_0-mae:4778.17627 validation_1-mae:6036.28809 [806] validation_0-mae:4776.72168 validation_1-mae:6036.45068 [807] validation_0-mae:4773.85596 validation_1-mae:6034.40772 [808] validation_0-mae:4772.71728 validation_1-mae:6034.39844 [809] validation_0-mae:4772.14648 validation_1-mae:6034.30762 [810] validation_0-mae:4771.25781 validation_1-mae:6034.23389 [811] validation_0-mae:4769.72119 validation_1-mae:6034.39209 [812] validation_0-mae:4768.03857 validation_1-mae:6033.81885 [813] validation_0-mae:4765.58984 validation_1-mae:6033.75635 [814] validation_0-mae:4763.31006 validation_1-mae:6033.81152 [815] validation_0-mae:4762.43897 validation_1-mae:6033.52441 [816] validation_0-mae:4761.20752 validation_1-mae:6033.75928 [817] validation_0-mae:4758.96533 validation_1-mae:6033.02588 [818] validation_0-mae:4756.94043 validation_1-mae:6033.45459 [819] validation_0-mae:4755.78857 validation_1-mae:6033.38818 [820] validation_0-mae:4754.36523 validation_1-mae:6032.92334 [821] validation_0-mae:4752.48682 validation_1-mae:6032.27637 [822] validation_0-mae:4752.14893 validation_1-mae:6032.25391 [823] validation_0-mae:4752.01416 validation_1-mae:6032.24316 [824] validation_0-mae:4751.14209 validation_1-mae:6032.16113 [825] validation_0-mae:4749.57422 validation_1-mae:6031.72510 [826] validation_0-mae:4747.50684 validation_1-mae:6030.56299 [827] validation_0-mae:4745.52344 validation_1-mae:6030.89209 [828] validation_0-mae:4743.67725 validation_1-mae:6031.12061 [829] validation_0-mae:4741.08398 validation_1-mae:6031.78516 [830] validation_0-mae:4739.56006 validation_1-mae:6032.19385 [831] validation_0-mae:4737.92236 validation_1-mae:6031.82520 [832] validation_0-mae:4736.42773 validation_1-mae:6031.66895 [833] validation_0-mae:4735.00098 validation_1-mae:6031.06055 [834] validation_0-mae:4733.92725 validation_1-mae:6030.99609 [835] validation_0-mae:4732.64697 validation_1-mae:6031.23926 [836] validation_0-mae:4731.52246 validation_1-mae:6031.28320 [837] validation_0-mae:4730.06641 validation_1-mae:6031.89062 [838] validation_0-mae:4729.09082 validation_1-mae:6031.91602 [839] validation_0-mae:4727.46631 validation_1-mae:6031.58301 [840] validation_0-mae:4726.66553 validation_1-mae:6031.40283 [841] validation_0-mae:4725.39893 validation_1-mae:6031.88525 [842] validation_0-mae:4723.67676 validation_1-mae:6032.02832 [843] validation_0-mae:4722.91211 validation_1-mae:6032.32227 [844] validation_0-mae:4722.53711 validation_1-mae:6032.43115 [845] validation_0-mae:4721.93506 validation_1-mae:6032.51221 [846] validation_0-mae:4720.02051 validation_1-mae:6032.51318 [847] validation_0-mae:4718.01611 validation_1-mae:6032.45459 [848] validation_0-mae:4716.86182 validation_1-mae:6032.16406 [849] validation_0-mae:4716.12549 validation_1-mae:6032.26367 [850] validation_0-mae:4714.47266 validation_1-mae:6032.10840 [851] validation_0-mae:4710.97461 validation_1-mae:6031.29102 [852] validation_0-mae:4710.07861 validation_1-mae:6031.33252 [853] validation_0-mae:4708.28564 validation_1-mae:6030.89404 [854] validation_0-mae:4707.44434 validation_1-mae:6030.54297 [855] validation_0-mae:4705.83350 validation_1-mae:6030.04688 [856] validation_0-mae:4704.24268 validation_1-mae:6029.09619 [857] validation_0-mae:4703.14307 validation_1-mae:6028.81494 [858] validation_0-mae:4701.87598 validation_1-mae:6028.81006 [859] validation_0-mae:4700.39160 validation_1-mae:6028.80566 [860] validation_0-mae:4699.70117 validation_1-mae:6028.89453 [861] validation_0-mae:4698.96240 validation_1-mae:6029.05371 [862] validation_0-mae:4698.54150 validation_1-mae:6028.99951 [863] validation_0-mae:4698.44727 validation_1-mae:6029.13037 [864] validation_0-mae:4697.90039 validation_1-mae:6028.75928 [865] validation_0-mae:4696.23877 validation_1-mae:6028.31934 [866] validation_0-mae:4694.49023 validation_1-mae:6028.18848 [867] validation_0-mae:4693.33252 validation_1-mae:6027.66162 [868] validation_0-mae:4692.20312 validation_1-mae:6027.71094 [869] validation_0-mae:4690.95312 validation_1-mae:6027.47217 [870] validation_0-mae:4690.39453 validation_1-mae:6027.58057 [871] validation_0-mae:4689.25293 validation_1-mae:6027.37353 [872] validation_0-mae:4688.39502 validation_1-mae:6027.22314 [873] validation_0-mae:4687.18750 validation_1-mae:6026.81152 [874] validation_0-mae:4686.09180 validation_1-mae:6026.93457 [875] validation_0-mae:4684.03369 validation_1-mae:6025.52441 [876] validation_0-mae:4682.96777 validation_1-mae:6025.36230 [877] validation_0-mae:4681.64307 validation_1-mae:6025.45654 [878] validation_0-mae:4680.27637 validation_1-mae:6025.24707 [879] validation_0-mae:4678.21143 validation_1-mae:6024.34814 [880] validation_0-mae:4676.44678 validation_1-mae:6024.03662 [881] validation_0-mae:4674.66650 validation_1-mae:6023.48682 [882] validation_0-mae:4673.74170 validation_1-mae:6023.18018 [883] validation_0-mae:4673.54688 validation_1-mae:6023.10547 [884] validation_0-mae:4671.56494 validation_1-mae:6023.41016 [885] validation_0-mae:4670.96387 validation_1-mae:6023.91064 [886] validation_0-mae:4669.07959 validation_1-mae:6023.45801 [887] validation_0-mae:4666.83105 validation_1-mae:6022.96973 [888] validation_0-mae:4663.73145 validation_1-mae:6021.60449 [889] validation_0-mae:4661.11230 validation_1-mae:6021.25977 [890] validation_0-mae:4659.38477 validation_1-mae:6021.05176 [891] validation_0-mae:4658.06738 validation_1-mae:6020.96582 [892] validation_0-mae:4655.71387 validation_1-mae:6020.23291 [893] validation_0-mae:4653.96387 validation_1-mae:6020.40967 [894] validation_0-mae:4651.94482 validation_1-mae:6020.16309 [895] validation_0-mae:4650.02637 validation_1-mae:6019.66602 [896] validation_0-mae:4648.30908 validation_1-mae:6019.68555 [897] validation_0-mae:4647.96094 validation_1-mae:6019.81592 [898] validation_0-mae:4647.63867 validation_1-mae:6019.75439 [899] validation_0-mae:4646.84131 validation_1-mae:6019.59473 [900] validation_0-mae:4645.60840 validation_1-mae:6019.30566 [901] validation_0-mae:4645.21484 validation_1-mae:6019.29736 [902] validation_0-mae:4644.31299 validation_1-mae:6019.08154 [903] validation_0-mae:4643.17285 validation_1-mae:6018.58789 [904] validation_0-mae:4641.47119 validation_1-mae:6017.67285 [905] validation_0-mae:4640.73877 validation_1-mae:6017.95459 [906] validation_0-mae:4640.13037 validation_1-mae:6017.86914 [907] validation_0-mae:4639.17773 validation_1-mae:6017.52393 [908] validation_0-mae:4637.94141 validation_1-mae:6017.62695 [909] validation_0-mae:4637.47363 validation_1-mae:6017.80713 [910] validation_0-mae:4635.99609 validation_1-mae:6017.73926 [911] validation_0-mae:4634.92676 validation_1-mae:6018.38525 [912] validation_0-mae:4634.44336 validation_1-mae:6018.00342 [913] validation_0-mae:4633.80078 validation_1-mae:6018.07617 [914] validation_0-mae:4633.75781 validation_1-mae:6018.11816 [915] validation_0-mae:4632.08203 validation_1-mae:6018.02197 [916] validation_0-mae:4629.78857 validation_1-mae:6017.19775 [917] validation_0-mae:4628.60352 validation_1-mae:6016.76270 [918] validation_0-mae:4626.49853 validation_1-mae:6016.63477 [919] validation_0-mae:4625.42920 validation_1-mae:6016.54541 [920] validation_0-mae:4623.89209 validation_1-mae:6017.54443 [921] validation_0-mae:4622.12744 validation_1-mae:6017.69482 [922] validation_0-mae:4620.91602 validation_1-mae:6017.37695 [923] validation_0-mae:4619.49853 validation_1-mae:6017.06055 [924] validation_0-mae:4618.45801 validation_1-mae:6016.86133 [925] validation_0-mae:4618.00684 validation_1-mae:6016.84228 [926] validation_0-mae:4617.30859 validation_1-mae:6016.92822 [927] validation_0-mae:4615.04443 validation_1-mae:6015.88770 [928] validation_0-mae:4613.71826 validation_1-mae:6016.38867 [929] validation_0-mae:4613.49023 validation_1-mae:6016.32910 [930] validation_0-mae:4613.01807 validation_1-mae:6016.35254 [931] validation_0-mae:4612.01318 validation_1-mae:6016.33740 [932] validation_0-mae:4611.58496 validation_1-mae:6016.47949 [933] validation_0-mae:4610.86719 validation_1-mae:6016.70508 [934] validation_0-mae:4608.33789 validation_1-mae:6016.15088 [935] validation_0-mae:4607.16113 validation_1-mae:6015.12500 [936] validation_0-mae:4605.97070 validation_1-mae:6015.09424 [937] validation_0-mae:4605.26660 validation_1-mae:6014.77246 [938] validation_0-mae:4603.98535 validation_1-mae:6014.36230 [939] validation_0-mae:4603.01367 validation_1-mae:6014.31201 [940] validation_0-mae:4602.07959 validation_1-mae:6014.07764 [941] validation_0-mae:4600.94287 validation_1-mae:6014.18555 [942] validation_0-mae:4598.60205 validation_1-mae:6013.75293 [943] validation_0-mae:4597.54736 validation_1-mae:6013.64502 [944] validation_0-mae:4596.48047 validation_1-mae:6013.58496 [945] validation_0-mae:4595.22363 validation_1-mae:6012.95068 [946] validation_0-mae:4594.85742 validation_1-mae:6012.83789 [947] validation_0-mae:4593.16650 validation_1-mae:6012.74902 [948] validation_0-mae:4592.79199 validation_1-mae:6012.99365 [949] validation_0-mae:4592.19385 validation_1-mae:6013.36670 [950] validation_0-mae:4589.23389 validation_1-mae:6013.04248 [951] validation_0-mae:4587.29688 validation_1-mae:6013.89600 [952] validation_0-mae:4585.15576 validation_1-mae:6013.99853 [953] validation_0-mae:4583.52148 validation_1-mae:6013.50879 [954] validation_0-mae:4583.23682 validation_1-mae:6013.32471 [955] validation_0-mae:4582.69824 validation_1-mae:6012.89990 [956] validation_0-mae:4581.86230 validation_1-mae:6012.79492 [957] validation_0-mae:4581.40039 validation_1-mae:6012.78760 [958] validation_0-mae:4581.09570 validation_1-mae:6012.65332 [959] validation_0-mae:4579.35498 validation_1-mae:6012.31348 [960] validation_0-mae:4577.91211 validation_1-mae:6011.73682 [961] validation_0-mae:4577.21436 validation_1-mae:6012.08643 [962] validation_0-mae:4576.01318 validation_1-mae:6012.22314 [963] validation_0-mae:4574.83350 validation_1-mae:6012.22217 [964] validation_0-mae:4573.83301 validation_1-mae:6012.31934 [965] validation_0-mae:4572.79932 validation_1-mae:6011.72217 [966] validation_0-mae:4572.33057 validation_1-mae:6011.55225 [967] validation_0-mae:4571.37353 validation_1-mae:6011.53906 [968] validation_0-mae:4570.25928 validation_1-mae:6010.70020 [969] validation_0-mae:4568.20947 validation_1-mae:6010.94189 [970] validation_0-mae:4567.20703 validation_1-mae:6010.18066 [971] validation_0-mae:4565.76465 validation_1-mae:6010.18652 [972] validation_0-mae:4564.23096 validation_1-mae:6010.08691 [973] validation_0-mae:4562.51514 validation_1-mae:6009.25439 [974] validation_0-mae:4561.77686 validation_1-mae:6009.08252 [975] validation_0-mae:4560.85059 validation_1-mae:6009.33691 [976] validation_0-mae:4558.96387 validation_1-mae:6010.36475 [977] validation_0-mae:4557.58740 validation_1-mae:6010.29834 [978] validation_0-mae:4555.94824 validation_1-mae:6010.47314 [979] validation_0-mae:4553.78418 validation_1-mae:6010.35889 [980] validation_0-mae:4551.56641 validation_1-mae:6010.01367 [981] validation_0-mae:4549.62598 validation_1-mae:6010.07910 [982] validation_0-mae:4548.34766 validation_1-mae:6010.10791 [983] validation_0-mae:4547.42236 validation_1-mae:6010.55859 [984] validation_0-mae:4544.99414 validation_1-mae:6010.26904 [985] validation_0-mae:4543.20215 validation_1-mae:6010.12647 [986] validation_0-mae:4542.37647 validation_1-mae:6010.30322 [987] validation_0-mae:4541.49121 validation_1-mae:6010.50195 [988] validation_0-mae:4540.59473 validation_1-mae:6010.42432 [989] validation_0-mae:4538.48145 validation_1-mae:6009.88477 [990] validation_0-mae:4536.45605 validation_1-mae:6009.83789 [991] validation_0-mae:4535.39893 validation_1-mae:6008.65527 [992] validation_0-mae:4534.29150 validation_1-mae:6008.81641 [993] validation_0-mae:4533.83398 validation_1-mae:6008.80713 [994] validation_0-mae:4533.70068 validation_1-mae:6008.61621 [995] validation_0-mae:4532.37793 validation_1-mae:6009.03711 [996] validation_0-mae:4531.88477 validation_1-mae:6009.02441 [997] validation_0-mae:4530.90820 validation_1-mae:6008.68262 [998] validation_0-mae:4529.54199 validation_1-mae:6008.94531 [999] validation_0-mae:4528.08447 validation_1-mae:6008.70264 [1000] validation_0-mae:4526.66943 validation_1-mae:6008.93750 [1001] validation_0-mae:4525.59131 validation_1-mae:6008.69336 [1002] validation_0-mae:4524.78955 validation_1-mae:6008.49463 [1003] validation_0-mae:4523.24072 validation_1-mae:6008.39600 [1004] validation_0-mae:4521.60352 validation_1-mae:6008.09961 [1005] validation_0-mae:4520.35889 validation_1-mae:6007.51172 [1006] validation_0-mae:4518.46143 validation_1-mae:6007.09522 [1007] validation_0-mae:4517.29932 validation_1-mae:6006.86719 [1008] validation_0-mae:4515.64844 validation_1-mae:6006.44971 [1009] validation_0-mae:4514.53955 validation_1-mae:6006.45215 [1010] validation_0-mae:4513.40723 validation_1-mae:6006.27734 [1011] validation_0-mae:4511.37939 validation_1-mae:6005.34863 [1012] validation_0-mae:4510.27148 validation_1-mae:6005.89600 [1013] validation_0-mae:4508.93213 validation_1-mae:6006.34766 [1014] validation_0-mae:4507.48730 validation_1-mae:6006.48242 [1015] validation_0-mae:4505.96143 validation_1-mae:6006.33301 [1016] validation_0-mae:4505.02978 validation_1-mae:6006.51221 [1017] validation_0-mae:4504.97656 validation_1-mae:6006.51562 [1018] validation_0-mae:4504.41650 validation_1-mae:6006.38721 [1019] validation_0-mae:4503.51270 validation_1-mae:6006.10498 [1020] validation_0-mae:4503.03027 validation_1-mae:6006.34668 [1021] validation_0-mae:4502.27197 validation_1-mae:6006.66211 [1022] validation_0-mae:4501.39990 validation_1-mae:6006.63135 [1023] validation_0-mae:4500.81055 validation_1-mae:6006.57520 [1024] validation_0-mae:4499.63184 validation_1-mae:6006.63232 [1025] validation_0-mae:4498.44580 validation_1-mae:6006.28564 [1026] validation_0-mae:4497.60156 validation_1-mae:6005.97998 [1027] validation_0-mae:4497.12207 validation_1-mae:6006.06543 [1028] validation_0-mae:4496.68408 validation_1-mae:6006.28369 [1029] validation_0-mae:4495.98584 validation_1-mae:6006.53613 [1030] validation_0-mae:4495.04492 validation_1-mae:6006.33154 [1031] validation_0-mae:4493.97754 validation_1-mae:6006.12695 [1032] validation_0-mae:4493.08887 validation_1-mae:6005.79248 [1033] validation_0-mae:4491.91064 validation_1-mae:6005.40381 [1034] validation_0-mae:4491.12695 validation_1-mae:6005.33984 [1035] validation_0-mae:4490.28223 validation_1-mae:6005.61279 [1036] validation_0-mae:4489.00488 validation_1-mae:6005.83984 [1037] validation_0-mae:4487.35742 validation_1-mae:6005.13281 [1038] validation_0-mae:4486.69238 validation_1-mae:6004.79004 [1039] validation_0-mae:4485.90088 validation_1-mae:6004.90527 [1040] validation_0-mae:4484.64111 validation_1-mae:6004.29736 [1041] validation_0-mae:4483.91797 validation_1-mae:6004.52783 [1042] validation_0-mae:4482.83398 validation_1-mae:6003.96387 [1043] validation_0-mae:4481.78467 validation_1-mae:6004.31006 [1044] validation_0-mae:4480.42725 validation_1-mae:6004.62939 [1045] validation_0-mae:4478.99463 validation_1-mae:6004.93603 [1046] validation_0-mae:4478.34961 validation_1-mae:6004.43359 [1047] validation_0-mae:4477.32178 validation_1-mae:6004.38574 [1048] validation_0-mae:4476.48682 validation_1-mae:6004.21191 [1049] validation_0-mae:4474.60449 validation_1-mae:6004.82178 [1050] validation_0-mae:4473.86182 validation_1-mae:6004.55615 [1051] validation_0-mae:4471.75000 validation_1-mae:6004.81738 [1052] validation_0-mae:4469.97803 validation_1-mae:6005.13379 [1053] validation_0-mae:4468.36621 validation_1-mae:6005.24805 [1054] validation_0-mae:4467.20508 validation_1-mae:6004.95068 [1055] validation_0-mae:4466.57861 validation_1-mae:6005.11523 [1056] validation_0-mae:4465.08008 validation_1-mae:6004.63281 [1057] validation_0-mae:4464.01074 validation_1-mae:6004.45898 [1058] validation_0-mae:4463.15576 validation_1-mae:6004.24512 [1059] validation_0-mae:4461.69385 validation_1-mae:6004.51318 [1060] validation_0-mae:4461.25391 validation_1-mae:6004.37988 [1061] validation_0-mae:4460.48584 validation_1-mae:6004.36963 [1062] validation_0-mae:4458.59717 validation_1-mae:6003.88770 [1063] validation_0-mae:4458.52637 validation_1-mae:6003.89990 [1064] validation_0-mae:4457.01514 validation_1-mae:6003.96094 [1065] validation_0-mae:4455.15967 validation_1-mae:6004.03955 [1066] validation_0-mae:4454.05322 validation_1-mae:6004.04102 [1067] validation_0-mae:4452.27539 validation_1-mae:6004.18359 [1068] validation_0-mae:4451.60156 validation_1-mae:6004.16309 [1069] validation_0-mae:4450.52002 validation_1-mae:6004.35547 [1070] validation_0-mae:4449.61182 validation_1-mae:6004.40918 [1071] validation_0-mae:4448.66943 validation_1-mae:6004.14453 [1072] validation_0-mae:4448.57715 validation_1-mae:6004.15283 [1073] validation_0-mae:4446.89355 validation_1-mae:6003.70508 [1074] validation_0-mae:4445.81201 validation_1-mae:6003.78418 [1075] validation_0-mae:4445.03125 validation_1-mae:6003.75391 [1076] validation_0-mae:4444.21680 validation_1-mae:6003.31592 [1077] validation_0-mae:4443.22803 validation_1-mae:6003.10449 [1078] validation_0-mae:4442.69482 validation_1-mae:6003.38086 [1079] validation_0-mae:4440.77197 validation_1-mae:6002.60254 [1080] validation_0-mae:4439.19238 validation_1-mae:6003.35645 [1081] validation_0-mae:4437.37500 validation_1-mae:6003.42578 [1082] validation_0-mae:4436.48926 validation_1-mae:6003.06836 [1083] validation_0-mae:4435.98096 validation_1-mae:6003.15381 [1084] validation_0-mae:4434.94434 validation_1-mae:6002.95264 [1085] validation_0-mae:4434.04590 validation_1-mae:6003.03760 [1086] validation_0-mae:4432.73828 validation_1-mae:6003.45996 [1087] validation_0-mae:4431.92188 validation_1-mae:6003.76172 [1088] validation_0-mae:4430.71777 validation_1-mae:6003.46631 [1089] validation_0-mae:4429.58203 validation_1-mae:6003.43018 [1090] validation_0-mae:4428.14404 validation_1-mae:6003.49365 [1091] validation_0-mae:4426.15186 validation_1-mae:6003.79492 [1092] validation_0-mae:4424.71289 validation_1-mae:6003.29883 [1093] validation_0-mae:4423.19434 validation_1-mae:6002.63867 [1094] validation_0-mae:4421.36572 validation_1-mae:6003.50342 [1095] validation_0-mae:4419.03564 validation_1-mae:6003.27832 [1096] validation_0-mae:4417.55029 validation_1-mae:6002.23486 [1097] validation_0-mae:4415.33447 validation_1-mae:6001.87842 [1098] validation_0-mae:4413.78369 validation_1-mae:6001.61572 [1099] validation_0-mae:4412.54395 validation_1-mae:6001.36865 [1100] validation_0-mae:4411.63623 validation_1-mae:6001.17188 [1101] validation_0-mae:4410.70117 validation_1-mae:6001.61475 [1102] validation_0-mae:4409.73828 validation_1-mae:6001.29980 [1103] validation_0-mae:4408.02734 validation_1-mae:6001.97461 [1104] validation_0-mae:4406.23682 validation_1-mae:6002.86279 [1105] validation_0-mae:4404.89258 validation_1-mae:6002.93799 [1106] validation_0-mae:4403.23242 validation_1-mae:6003.61523 [1107] validation_0-mae:4401.62891 validation_1-mae:6003.83252 [1108] validation_0-mae:4400.61426 validation_1-mae:6004.30127 [1109] validation_0-mae:4399.42188 validation_1-mae:6004.09326 [1110] validation_0-mae:4398.08252 validation_1-mae:6004.59180 [1111] validation_0-mae:4397.41162 validation_1-mae:6004.72754 [1112] validation_0-mae:4396.42090 validation_1-mae:6004.70459 [1113] validation_0-mae:4395.88525 validation_1-mae:6004.71728 [1114] validation_0-mae:4394.61816 validation_1-mae:6004.43164 [1115] validation_0-mae:4393.49365 validation_1-mae:6004.17188 [1116] validation_0-mae:4392.28564 validation_1-mae:6004.40478 [1117] validation_0-mae:4391.54541 validation_1-mae:6004.07373 [1118] validation_0-mae:4390.69043 validation_1-mae:6003.70312 [1119] validation_0-mae:4389.72168 validation_1-mae:6003.21631 [1120] validation_0-mae:4388.78369 validation_1-mae:6002.94531 [1121] validation_0-mae:4388.57471 validation_1-mae:6002.45410 [1122] validation_0-mae:4387.44971 validation_1-mae:6002.33154 [1123] validation_0-mae:4386.28320 validation_1-mae:6002.46582 [1124] validation_0-mae:4385.65381 validation_1-mae:6002.18603 [1125] validation_0-mae:4385.00684 validation_1-mae:6002.35498 [1126] validation_0-mae:4384.58936 validation_1-mae:6002.61914 [1127] validation_0-mae:4383.70264 validation_1-mae:6002.06152 [1128] validation_0-mae:4382.99316 validation_1-mae:6001.85352 [1129] validation_0-mae:4382.64502 validation_1-mae:6001.78711 [1130] validation_0-mae:4382.27637 validation_1-mae:6001.63672 [1131] validation_0-mae:4381.28613 validation_1-mae:6001.38721 [1132] validation_0-mae:4379.41553 validation_1-mae:6000.72510 [1133] validation_0-mae:4378.04785 validation_1-mae:6000.76367 [1134] validation_0-mae:4375.86719 validation_1-mae:6000.89307 [1135] validation_0-mae:4374.52930 validation_1-mae:6000.87549 [1136] validation_0-mae:4373.03760 validation_1-mae:6000.73486 [1137] validation_0-mae:4371.46289 validation_1-mae:6000.60889 [1138] validation_0-mae:4370.74170 validation_1-mae:6000.51123 [1139] validation_0-mae:4369.50293 validation_1-mae:6000.26953 [1140] validation_0-mae:4369.06885 validation_1-mae:6000.53760 [1141] validation_0-mae:4367.94873 validation_1-mae:6000.59131 [1142] validation_0-mae:4367.20898 validation_1-mae:6000.63525 [1143] validation_0-mae:4366.67188 validation_1-mae:6000.58936 [1144] validation_0-mae:4365.97168 validation_1-mae:5999.95410 [1145] validation_0-mae:4365.00000 validation_1-mae:5999.56006 [1146] validation_0-mae:4363.98096 validation_1-mae:5999.80908 [1147] validation_0-mae:4362.60889 validation_1-mae:5999.96631 [1148] validation_0-mae:4362.07080 validation_1-mae:5999.94775 [1149] validation_0-mae:4361.60254 validation_1-mae:6000.01318 [1150] validation_0-mae:4359.69873 validation_1-mae:5999.61084 [1151] validation_0-mae:4359.07617 validation_1-mae:5999.91846 [1152] validation_0-mae:4358.54297 validation_1-mae:5999.34912 [1153] validation_0-mae:4358.38428 validation_1-mae:5999.64502 [1154] validation_0-mae:4357.57324 validation_1-mae:5999.45996 [1155] validation_0-mae:4355.35596 validation_1-mae:5999.57031 [1156] validation_0-mae:4354.66162 validation_1-mae:5999.06055 [1157] validation_0-mae:4353.46533 validation_1-mae:5998.55859 [1158] validation_0-mae:4352.92969 validation_1-mae:5998.80176 [1159] validation_0-mae:4351.96484 validation_1-mae:5998.71582 [1160] validation_0-mae:4350.69238 validation_1-mae:5998.17334 [1161] validation_0-mae:4350.24805 validation_1-mae:5998.32568 [1162] validation_0-mae:4349.51270 validation_1-mae:5998.25732 [1163] validation_0-mae:4348.22656 validation_1-mae:5997.82080 [1164] validation_0-mae:4348.19971 validation_1-mae:5997.81201 [1165] validation_0-mae:4347.40918 validation_1-mae:5997.77686 [1166] validation_0-mae:4347.02100 validation_1-mae:5997.79346 [1167] validation_0-mae:4346.14941 validation_1-mae:5997.74268 [1168] validation_0-mae:4345.06787 validation_1-mae:5998.08594 [1169] validation_0-mae:4343.82715 validation_1-mae:5998.10986 [1170] validation_0-mae:4343.27490 validation_1-mae:5998.35645 [1171] validation_0-mae:4342.69873 validation_1-mae:5998.62598 [1172] validation_0-mae:4341.71387 validation_1-mae:5998.65723 [1173] validation_0-mae:4341.11084 validation_1-mae:5998.55908 [1174] validation_0-mae:4339.62695 validation_1-mae:5999.28223 [1175] validation_0-mae:4339.50244 validation_1-mae:5999.14258 [1176] validation_0-mae:4338.43603 validation_1-mae:5999.53223 [1177] validation_0-mae:4338.06445 validation_1-mae:5999.50830 [1178] validation_0-mae:4336.61523 validation_1-mae:5998.43115 [1179] validation_0-mae:4335.35547 validation_1-mae:5998.57178 [1180] validation_0-mae:4334.62256 validation_1-mae:5999.24853 [1181] validation_0-mae:4334.03809 validation_1-mae:5999.45215 [1182] validation_0-mae:4332.79688 validation_1-mae:5999.46973 [1183] validation_0-mae:4332.07178 validation_1-mae:6000.12695 [1184] validation_0-mae:4331.11865 validation_1-mae:6000.55469 [1185] validation_0-mae:4330.52441 validation_1-mae:6000.33105 [1186] validation_0-mae:4329.55518 validation_1-mae:6000.03467 [1187] validation_0-mae:4328.26514 validation_1-mae:5999.40820 [1188] validation_0-mae:4327.69629 validation_1-mae:5999.46240 [1189] validation_0-mae:4326.56055 validation_1-mae:5998.59033 [1190] validation_0-mae:4325.50537 validation_1-mae:5998.08496 [1191] validation_0-mae:4324.83740 validation_1-mae:5998.49658 [1192] validation_0-mae:4324.14941 validation_1-mae:5998.83594 [1193] validation_0-mae:4323.50049 validation_1-mae:5999.27978 [1194] validation_0-mae:4322.72022 validation_1-mae:5999.32617 [1195] validation_0-mae:4321.80225 validation_1-mae:5999.60693 [1196] validation_0-mae:4320.26465 validation_1-mae:5999.44580 [1197] validation_0-mae:4319.25147 validation_1-mae:5999.55273 [1198] validation_0-mae:4318.25000 validation_1-mae:5999.56738 [1199] validation_0-mae:4317.87891 validation_1-mae:5999.28320 [1200] validation_0-mae:4316.82764 validation_1-mae:5999.29443 [1201] validation_0-mae:4315.90820 validation_1-mae:5998.87256 [1202] validation_0-mae:4314.74609 validation_1-mae:5998.31250 [1203] validation_0-mae:4314.11230 validation_1-mae:5998.15625 [1204] validation_0-mae:4313.25830 validation_1-mae:5998.62939 [1205] validation_0-mae:4312.38623 validation_1-mae:5998.22266 [1206] validation_0-mae:4312.08740 validation_1-mae:5998.30566 [1207] validation_0-mae:4312.02148 validation_1-mae:5998.24414 [1208] validation_0-mae:4311.76709 validation_1-mae:5998.21582 [1209] validation_0-mae:4311.08252 validation_1-mae:5998.30176 [1210] validation_0-mae:4310.25537 validation_1-mae:5998.05811 [1211] validation_0-mae:4308.79932 validation_1-mae:5998.01953 [1212] validation_0-mae:4307.77881 validation_1-mae:5998.24805 [1213] validation_0-mae:4306.16699 validation_1-mae:5998.26709 [1214] validation_0-mae:4305.14209 validation_1-mae:5997.78027 [1215] validation_0-mae:4304.23047 validation_1-mae:5997.54590 [1216] validation_0-mae:4303.47852 validation_1-mae:5998.31494 [1217] validation_0-mae:4302.81543 validation_1-mae:5997.84228 [1218] validation_0-mae:4301.91699 validation_1-mae:5997.74658 [1219] validation_0-mae:4300.94873 validation_1-mae:5997.35107 [1220] validation_0-mae:4299.50830 validation_1-mae:5997.14307 [1221] validation_0-mae:4298.99316 validation_1-mae:5997.28320 [1222] validation_0-mae:4298.10303 validation_1-mae:5997.09570 [1223] validation_0-mae:4297.38379 validation_1-mae:5997.05762 [1224] validation_0-mae:4296.79053 validation_1-mae:5996.89990 [1225] validation_0-mae:4295.43457 validation_1-mae:5996.96191 [1226] validation_0-mae:4294.27148 validation_1-mae:5996.50293 [1227] validation_0-mae:4293.06250 validation_1-mae:5997.01807 [1228] validation_0-mae:4292.04346 validation_1-mae:5996.49512 [1229] validation_0-mae:4290.84228 validation_1-mae:5996.41064 [1230] validation_0-mae:4290.29150 validation_1-mae:5996.00244 [1231] validation_0-mae:4288.93311 validation_1-mae:5995.15820 [1232] validation_0-mae:4287.74121 validation_1-mae:5995.04785 [1233] validation_0-mae:4286.90527 validation_1-mae:5994.99561 [1234] validation_0-mae:4285.75195 validation_1-mae:5994.44434 [1235] validation_0-mae:4284.34326 validation_1-mae:5994.14258 [1236] validation_0-mae:4283.01562 validation_1-mae:5993.97168 [1237] validation_0-mae:4282.38037 validation_1-mae:5993.80908 [1238] validation_0-mae:4281.31201 validation_1-mae:5993.58594 [1239] validation_0-mae:4279.92090 validation_1-mae:5993.29297 [1240] validation_0-mae:4279.10645 validation_1-mae:5993.05078 [1241] validation_0-mae:4278.24853 validation_1-mae:5992.74463 [1242] validation_0-mae:4276.71045 validation_1-mae:5992.88379 [1243] validation_0-mae:4275.34717 validation_1-mae:5992.41553 [1244] validation_0-mae:4273.72363 validation_1-mae:5992.36426 [1245] validation_0-mae:4272.44971 validation_1-mae:5993.02197 [1246] validation_0-mae:4271.31885 validation_1-mae:5993.51709 [1247] validation_0-mae:4270.16846 validation_1-mae:5993.91064 [1248] validation_0-mae:4269.69092 validation_1-mae:5993.48047 [1249] validation_0-mae:4268.84814 validation_1-mae:5993.38379 [1250] validation_0-mae:4268.46875 validation_1-mae:5993.25781 [1251] validation_0-mae:4268.33203 validation_1-mae:5993.18897 [1252] validation_0-mae:4267.88477 validation_1-mae:5993.41211 [1253] validation_0-mae:4266.92432 validation_1-mae:5993.60596 [1254] validation_0-mae:4266.22705 validation_1-mae:5993.43164 [1255] validation_0-mae:4265.05713 validation_1-mae:5993.14355 [1256] validation_0-mae:4263.98193 validation_1-mae:5993.05273 [1257] validation_0-mae:4263.39697 validation_1-mae:5993.20508 [1258] validation_0-mae:4263.31494 validation_1-mae:5993.20508 [1259] validation_0-mae:4261.43359 validation_1-mae:5992.81152 [1260] validation_0-mae:4261.02051 validation_1-mae:5992.96582 [1261] validation_0-mae:4260.52637 validation_1-mae:5992.89355 [1262] validation_0-mae:4259.99707 validation_1-mae:5993.01514 [1263] validation_0-mae:4258.84668 validation_1-mae:5993.23584 [1264] validation_0-mae:4258.20703 validation_1-mae:5993.26660 [1265] validation_0-mae:4256.87891 validation_1-mae:5993.26416 [1266] validation_0-mae:4255.46875 validation_1-mae:5992.85791 [1267] validation_0-mae:4254.49414 validation_1-mae:5992.87353 [1268] validation_0-mae:4253.37793 validation_1-mae:5993.24658 [1269] validation_0-mae:4252.03174 validation_1-mae:5993.56982 [1270] validation_0-mae:4250.67334 validation_1-mae:5994.27978 [1271] validation_0-mae:4249.29004 validation_1-mae:5994.48828 [1272] validation_0-mae:4247.98291 validation_1-mae:5994.37842 [1273] validation_0-mae:4246.67041 validation_1-mae:5994.28320 [1274] validation_0-mae:4245.23682 validation_1-mae:5994.66797 [1275] validation_0-mae:4243.83008 validation_1-mae:5994.76514 [1276] validation_0-mae:4243.18945 validation_1-mae:5994.65478 [1277] validation_0-mae:4242.43018 validation_1-mae:5994.81982 [1278] validation_0-mae:4241.94287 validation_1-mae:5994.55371 [1279] validation_0-mae:4240.32227 validation_1-mae:5994.54639 [1280] validation_0-mae:4239.33984 validation_1-mae:5994.08740 [1281] validation_0-mae:4238.18213 validation_1-mae:5994.58447 [1282] validation_0-mae:4237.35010 validation_1-mae:5994.71533 [1283] validation_0-mae:4236.38867 validation_1-mae:5994.66064 [1284] validation_0-mae:4235.36133 validation_1-mae:5995.04541 [1285] validation_0-mae:4234.42725 validation_1-mae:5995.04932 [1286] validation_0-mae:4233.37109 validation_1-mae:5995.19385 [1287] validation_0-mae:4232.70508 validation_1-mae:5995.38770 [1288] validation_0-mae:4232.04883 validation_1-mae:5995.24853 [1289] validation_0-mae:4231.01904 validation_1-mae:5995.47022 [1290] validation_0-mae:4230.39697 validation_1-mae:5995.26953 [1291] validation_0-mae:4228.21191 validation_1-mae:5994.76318 [1292] validation_0-mae:4227.07617 validation_1-mae:5994.60889 [1293] validation_0-mae:4226.95215 validation_1-mae:5994.62793 [1294] validation_0-mae:4225.93018 validation_1-mae:5994.55762 [1295] validation_0-mae:4225.20801 validation_1-mae:5994.85742 [1296] validation_0-mae:4224.57080 validation_1-mae:5994.61963 [1297] validation_0-mae:4223.17480 validation_1-mae:5994.31445 [1298] validation_0-mae:4221.96582 validation_1-mae:5993.32617 [1299] validation_0-mae:4220.83936 validation_1-mae:5993.28369 [1300] validation_0-mae:4219.22217 validation_1-mae:5993.32275 [1301] validation_0-mae:4218.12598 validation_1-mae:5993.26660 [1302] validation_0-mae:4216.90820 validation_1-mae:5993.31885 [1303] validation_0-mae:4216.01221 validation_1-mae:5993.26660 [1304] validation_0-mae:4215.53516 validation_1-mae:5993.36328 [1305] validation_0-mae:4214.70166 validation_1-mae:5993.55029 [1306] validation_0-mae:4214.08008 validation_1-mae:5993.34717 [1307] validation_0-mae:4213.30811 validation_1-mae:5993.12256 [1308] validation_0-mae:4212.19336 validation_1-mae:5993.20215 [1309] validation_0-mae:4210.87549 validation_1-mae:5992.74658 [1310] validation_0-mae:4210.13525 validation_1-mae:5993.07031 [1311] validation_0-mae:4208.71094 validation_1-mae:5992.61328 [1312] validation_0-mae:4207.42236 validation_1-mae:5992.29980 [1313] validation_0-mae:4206.39990 validation_1-mae:5991.88818 [1314] validation_0-mae:4205.65576 validation_1-mae:5991.71143 [1315] validation_0-mae:4204.70801 validation_1-mae:5991.71826 [1316] validation_0-mae:4203.89111 validation_1-mae:5991.80859 [1317] validation_0-mae:4203.41357 validation_1-mae:5992.12109 [1318] validation_0-mae:4202.82373 validation_1-mae:5991.90820 [1319] validation_0-mae:4202.07861 validation_1-mae:5992.19336 [1320] validation_0-mae:4201.06885 validation_1-mae:5992.27734 [1321] validation_0-mae:4201.02100 validation_1-mae:5992.23438 [1322] validation_0-mae:4200.66895 validation_1-mae:5992.29785 [1323] validation_0-mae:4199.87939 validation_1-mae:5992.27490 [1324] validation_0-mae:4199.77539 validation_1-mae:5992.23438 [1325] validation_0-mae:4199.08740 validation_1-mae:5992.45752 [1326] validation_0-mae:4198.33691 validation_1-mae:5992.82129 [1327] validation_0-mae:4198.31787 validation_1-mae:5992.83203 [1328] validation_0-mae:4197.24512 validation_1-mae:5992.28760 [1329] validation_0-mae:4196.30176 validation_1-mae:5992.93164 [1330] validation_0-mae:4195.30078 validation_1-mae:5992.72900 [1331] validation_0-mae:4193.00928 validation_1-mae:5993.28516 [1332] validation_0-mae:4192.28320 validation_1-mae:5993.20801 [1333] validation_0-mae:4191.65772 validation_1-mae:5993.17090 [1334] validation_0-mae:4190.99414 validation_1-mae:5993.31250 [1335] validation_0-mae:4189.25635 validation_1-mae:5993.35107 [1336] validation_0-mae:4188.00342 validation_1-mae:5993.83252 [1337] validation_0-mae:4187.34717 validation_1-mae:5994.19531 [1338] validation_0-mae:4186.06348 validation_1-mae:5994.77588 [1339] validation_0-mae:4184.87549 validation_1-mae:5995.33350 [1340] validation_0-mae:4183.24365 validation_1-mae:5995.20752 [1341] validation_0-mae:4182.57861 validation_1-mae:5995.06592 [1342] validation_0-mae:4181.67822 validation_1-mae:5995.47705 [1343] validation_0-mae:4180.62109 validation_1-mae:5995.21533 [1344] validation_0-mae:4179.59961 validation_1-mae:5994.66504 [1345] validation_0-mae:4178.72022 validation_1-mae:5994.75000 [1346] validation_0-mae:4178.05322 validation_1-mae:5994.65527 [1347] validation_0-mae:4177.00732 validation_1-mae:5994.88770 [1348] validation_0-mae:4175.76318 validation_1-mae:5995.24951 [1349] validation_0-mae:4174.93555 validation_1-mae:5995.08105 [1350] validation_0-mae:4174.44238 validation_1-mae:5995.06445 [1351] validation_0-mae:4173.43848 validation_1-mae:5995.14111 [1352] validation_0-mae:4173.10303 validation_1-mae:5995.32227 [1353] validation_0-mae:4172.64941 validation_1-mae:5995.21143 [1354] validation_0-mae:4171.88721 validation_1-mae:5995.21045 [1355] validation_0-mae:4170.71533 validation_1-mae:5994.90869 [1356] validation_0-mae:4170.09473 validation_1-mae:5995.16211 [1357] validation_0-mae:4169.22461 validation_1-mae:5994.74121 [1358] validation_0-mae:4167.58008 validation_1-mae:5995.02930 [1359] validation_0-mae:4166.91211 validation_1-mae:5995.10742 [1360] validation_0-mae:4165.75391 validation_1-mae:5994.70654 [1361] validation_0-mae:4164.60010 validation_1-mae:5994.33203 [1362] validation_0-mae:4163.79541 validation_1-mae:5994.26660 [1363] validation_0-mae:4163.70020 validation_1-mae:5994.28272 [1364] validation_0-mae:4162.82764 validation_1-mae:5994.22070 [1365] validation_0-mae:4162.48682 validation_1-mae:5994.27002 [1366] validation_0-mae:4160.92529 validation_1-mae:5994.38477 [1367] validation_0-mae:4160.19434 validation_1-mae:5994.25537 [1368] validation_0-mae:4159.50195 validation_1-mae:5994.39453 [1369] validation_0-mae:4158.48340 validation_1-mae:5994.47510 [1370] validation_0-mae:4157.51855 validation_1-mae:5994.11963 [1371] validation_0-mae:4156.68799 validation_1-mae:5994.56445 [1372] validation_0-mae:4155.64453 validation_1-mae:5994.81299 [1373] validation_0-mae:4154.12402 validation_1-mae:5995.08936 [1374] validation_0-mae:4153.92139 validation_1-mae:5995.10010 [1375] validation_0-mae:4153.11572 validation_1-mae:5995.25244 [1376] validation_0-mae:4152.20947 validation_1-mae:5995.16992 [1377] validation_0-mae:4151.86230 validation_1-mae:5994.85840 [1378] validation_0-mae:4149.83154 validation_1-mae:5994.91309 [1379] validation_0-mae:4148.10938 validation_1-mae:5996.04102 [1380] validation_0-mae:4146.96484 validation_1-mae:5996.09766 [1381] validation_0-mae:4145.86621 validation_1-mae:5995.58008 [1382] validation_0-mae:4144.98730 validation_1-mae:5995.59033 [1383] validation_0-mae:4143.86279 validation_1-mae:5995.14600 [1384] validation_0-mae:4142.52930 validation_1-mae:5994.92334 [1385] validation_0-mae:4141.42578 validation_1-mae:5994.77246 [1386] validation_0-mae:4140.28418 validation_1-mae:5994.95459 [1387] validation_0-mae:4139.21045 validation_1-mae:5995.03809 [1388] validation_0-mae:4137.81299 validation_1-mae:5995.00537 [1389] validation_0-mae:4135.82080 validation_1-mae:5993.32422 [1390] validation_0-mae:4134.32666 validation_1-mae:5992.98730 [1391] validation_0-mae:4133.44141 validation_1-mae:5992.49414 [1392] validation_0-mae:4132.82275 validation_1-mae:5992.30518 [1393] validation_0-mae:4131.71777 validation_1-mae:5991.99170 [1394] validation_0-mae:4130.68408 validation_1-mae:5992.37988 [1395] validation_0-mae:4129.56592 validation_1-mae:5992.29492 [1396] validation_0-mae:4128.69385 validation_1-mae:5992.05127 [1397] validation_0-mae:4127.31348 validation_1-mae:5992.05322 [1398] validation_0-mae:4126.45166 validation_1-mae:5991.41895 [1399] validation_0-mae:4126.06934 validation_1-mae:5991.44775 [1400] validation_0-mae:4125.13916 validation_1-mae:5991.71436 [1401] validation_0-mae:4124.21143 validation_1-mae:5991.79736 [1402] validation_0-mae:4122.89941 validation_1-mae:5991.98926 [1403] validation_0-mae:4122.03467 validation_1-mae:5991.99756 [1404] validation_0-mae:4121.73340 validation_1-mae:5992.02881 [1405] validation_0-mae:4120.72998 validation_1-mae:5992.04150 [1406] validation_0-mae:4119.37793 validation_1-mae:5992.39648 [1407] validation_0-mae:4118.24951 validation_1-mae:5991.88232 [1408] validation_0-mae:4117.36963 validation_1-mae:5991.84961 [1409] validation_0-mae:4116.06982 validation_1-mae:5991.58203 [1410] validation_0-mae:4115.27490 validation_1-mae:5991.70410 [1411] validation_0-mae:4114.35303 validation_1-mae:5991.79932 [1412] validation_0-mae:4113.79541 validation_1-mae:5991.55078 [1413] validation_0-mae:4112.14258 validation_1-mae:5990.80957 [1414] validation_0-mae:4111.29785 validation_1-mae:5990.76074 [1415] validation_0-mae:4110.58545 validation_1-mae:5990.84473 [1416] validation_0-mae:4110.00977 validation_1-mae:5991.02148 [1417] validation_0-mae:4108.93066 validation_1-mae:5990.54834 [1418] validation_0-mae:4108.49561 validation_1-mae:5990.68701 [1419] validation_0-mae:4107.63672 validation_1-mae:5990.63818 [1420] validation_0-mae:4107.07910 validation_1-mae:5991.05908 [1421] validation_0-mae:4106.35107 validation_1-mae:5991.22900 [1422] validation_0-mae:4105.69043 validation_1-mae:5991.29980 [1423] validation_0-mae:4104.99756 validation_1-mae:5991.03125 [1424] validation_0-mae:4104.30322 validation_1-mae:5991.46631 [1425] validation_0-mae:4103.52881 validation_1-mae:5991.50049 [1426] validation_0-mae:4102.74853 validation_1-mae:5991.49121 [1427] validation_0-mae:4101.49609 validation_1-mae:5991.71143 [1428] validation_0-mae:4100.22900 validation_1-mae:5991.71582 [1429] validation_0-mae:4099.34961 validation_1-mae:5991.44971 [1430] validation_0-mae:4097.85254 validation_1-mae:5991.58936 [1431] validation_0-mae:4096.91699 validation_1-mae:5991.59228 [1432] validation_0-mae:4096.51465 validation_1-mae:5991.59668 [1433] validation_0-mae:4096.30127 validation_1-mae:5991.55078 [1434] validation_0-mae:4095.00977 validation_1-mae:5990.94238 [1435] validation_0-mae:4093.97388 validation_1-mae:5990.48096 [1436] validation_0-mae:4093.05151 validation_1-mae:5990.60547 [1437] validation_0-mae:4092.23584 validation_1-mae:5991.05811 [1438] validation_0-mae:4091.94287 validation_1-mae:5990.92822 [1439] validation_0-mae:4091.64160 validation_1-mae:5990.73535 [1440] validation_0-mae:4090.98340 validation_1-mae:5990.72412 [1441] validation_0-mae:4090.38745 validation_1-mae:5990.74853 [1442] validation_0-mae:4089.06958 validation_1-mae:5990.89258 [1443] validation_0-mae:4087.96509 validation_1-mae:5990.80957 [1444] validation_0-mae:4086.94336 validation_1-mae:5991.29004 [1445] validation_0-mae:4086.12793 validation_1-mae:5991.29248 [1446] validation_0-mae:4085.03442 validation_1-mae:5990.97363 [1447] validation_0-mae:4084.28369 validation_1-mae:5991.18848 [1448] validation_0-mae:4083.72095 validation_1-mae:5991.10938 [1449] validation_0-mae:4083.11597 validation_1-mae:5991.33545 [1450] validation_0-mae:4082.17017 validation_1-mae:5991.29541 [1451] validation_0-mae:4081.76514 validation_1-mae:5991.08740 [1452] validation_0-mae:4081.12231 validation_1-mae:5991.23242 [1453] validation_0-mae:4080.96655 validation_1-mae:5991.18018 [1454] validation_0-mae:4080.43701 validation_1-mae:5991.41748 [1455] validation_0-mae:4080.11572 validation_1-mae:5991.28760 [1456] validation_0-mae:4078.93164 validation_1-mae:5991.46973 [1457] validation_0-mae:4078.44263 validation_1-mae:5992.12109 [1458] validation_0-mae:4077.90820 validation_1-mae:5992.96875 [1459] validation_0-mae:4077.36304 validation_1-mae:5993.00977 [1460] validation_0-mae:4076.79492 validation_1-mae:5993.01270 [1461] validation_0-mae:4075.35230 validation_1-mae:5992.51123 [1462] validation_0-mae:4074.50122 validation_1-mae:5992.24414 [1463] validation_0-mae:4073.96680 validation_1-mae:5992.12695 [1464] validation_0-mae:4073.54810 validation_1-mae:5992.03027 [1465] validation_0-mae:4072.90283 validation_1-mae:5992.03467 [1466] validation_0-mae:4072.05591 validation_1-mae:5991.92822 [1467] validation_0-mae:4071.51465 validation_1-mae:5991.84326 [1468] validation_0-mae:4070.73682 validation_1-mae:5992.08838 [1469] validation_0-mae:4069.69824 validation_1-mae:5992.04590 [1470] validation_0-mae:4068.98975 validation_1-mae:5991.61230 [1471] validation_0-mae:4067.78271 validation_1-mae:5991.55762 [1472] validation_0-mae:4066.92700 validation_1-mae:5991.56397 [1473] validation_0-mae:4065.99292 validation_1-mae:5991.38232 [1474] validation_0-mae:4064.56665 validation_1-mae:5991.10059 [1475] validation_0-mae:4063.67725 validation_1-mae:5991.85107 [1476] validation_0-mae:4062.16797 validation_1-mae:5992.61768 [1477] validation_0-mae:4061.88892 validation_1-mae:5992.87549 [1478] validation_0-mae:4060.77881 validation_1-mae:5992.61279 [1479] validation_0-mae:4060.15479 validation_1-mae:5992.63770 [1480] validation_0-mae:4059.03223 validation_1-mae:5992.61426 [1481] validation_0-mae:4058.38013 validation_1-mae:5992.91211 [1482] validation_0-mae:4057.51904 validation_1-mae:5992.74121 [1483] validation_0-mae:4056.70386 validation_1-mae:5992.75830 [1484] validation_0-mae:4055.81079 validation_1-mae:5992.58594 [1485] validation_0-mae:4054.69580 validation_1-mae:5992.38477 [1486] validation_0-mae:4053.25757 validation_1-mae:5992.97363 [1487] validation_0-mae:4052.30713 validation_1-mae:5992.80615 [1488] validation_0-mae:4051.09302 validation_1-mae:5993.49902 [1489] validation_0-mae:4049.86816 validation_1-mae:5993.77246 [1490] validation_0-mae:4048.67456 validation_1-mae:5993.61182 [1491] validation_0-mae:4047.85083 validation_1-mae:5993.57910 [1492] validation_0-mae:4046.24585 validation_1-mae:5993.29834 [1493] validation_0-mae:4045.44165 validation_1-mae:5993.24951 [1494] validation_0-mae:4043.53394 validation_1-mae:5994.39209 [1495] validation_0-mae:4042.69775 validation_1-mae:5994.43945 [1496] validation_0-mae:4042.05420 validation_1-mae:5994.89209 [1497] validation_0-mae:4041.46777 validation_1-mae:5994.57568 [1498] validation_0-mae:4040.60596 validation_1-mae:5994.65430 [1499] validation_0-mae:4039.86938 validation_1-mae:5994.59033 [1500] validation_0-mae:4039.26245 validation_1-mae:5994.49170 [1501] validation_0-mae:4038.90771 validation_1-mae:5994.51611 [1502] validation_0-mae:4038.52173 validation_1-mae:5994.41113 [1503] validation_0-mae:4037.46655 validation_1-mae:5994.06885 [1504] validation_0-mae:4036.41675 validation_1-mae:5993.80762 [1505] validation_0-mae:4035.60083 validation_1-mae:5993.85059 [1506] validation_0-mae:4035.13062 validation_1-mae:5994.07471 [1507] validation_0-mae:4034.97388 validation_1-mae:5994.10352 [1508] validation_0-mae:4034.64819 validation_1-mae:5993.98584 [1509] validation_0-mae:4034.40112 validation_1-mae:5994.13330 [1510] validation_0-mae:4033.14331 validation_1-mae:5994.59277 [1511] validation_0-mae:4032.19409 validation_1-mae:5994.23145 [1512] validation_0-mae:4031.29150 validation_1-mae:5994.08496 [1513] validation_0-mae:4030.68481 validation_1-mae:5994.29688 [1514] validation_0-mae:4029.19238 validation_1-mae:5994.17529 [1515] validation_0-mae:4027.69287 validation_1-mae:5994.91406 [1516] validation_0-mae:4027.15552 validation_1-mae:5995.06592 [1517] validation_0-mae:4025.85644 validation_1-mae:5994.62744 [1518] validation_0-mae:4024.77197 validation_1-mae:5994.49072 [1519] validation_0-mae:4023.65771 validation_1-mae:5994.31006 [1520] validation_0-mae:4022.70776 validation_1-mae:5994.37842 [1521] validation_0-mae:4022.29004 validation_1-mae:5994.25830 [1522] validation_0-mae:4021.71777 validation_1-mae:5994.70898 [1523] validation_0-mae:4020.94678 validation_1-mae:5994.58691 [1524] validation_0-mae:4020.00391 validation_1-mae:5994.66016 [1525] validation_0-mae:4019.24707 validation_1-mae:5994.75147 [1526] validation_0-mae:4018.86060 validation_1-mae:5994.95898 [1527] validation_0-mae:4018.25635 validation_1-mae:5995.02002 [1528] validation_0-mae:4017.84106 validation_1-mae:5995.14160 [1529] validation_0-mae:4016.49854 validation_1-mae:5994.83789 [1530] validation_0-mae:4015.48608 validation_1-mae:5994.74561 [1531] validation_0-mae:4014.52173 validation_1-mae:5995.08301 [1532] validation_0-mae:4013.57617 validation_1-mae:5995.27197 [1533] validation_0-mae:4012.45093 validation_1-mae:5995.35645 [1534] validation_0-mae:4011.68408 validation_1-mae:5995.36084 [1535] validation_0-mae:4011.04883 validation_1-mae:5995.30859 [1536] validation_0-mae:4009.75073 validation_1-mae:5995.57227 [1537] validation_0-mae:4009.28662 validation_1-mae:5995.54785 [1538] validation_0-mae:4009.12085 validation_1-mae:5995.54932 [1539] validation_0-mae:4008.80322 validation_1-mae:5995.64160 [1540] validation_0-mae:4008.22144 validation_1-mae:5995.44531 [1541] validation_0-mae:4007.59546 validation_1-mae:5995.35254 [1542] validation_0-mae:4006.50684 validation_1-mae:5995.14697 [1543] validation_0-mae:4004.66821 validation_1-mae:5994.78369 [1544] validation_0-mae:4003.29028 validation_1-mae:5994.77100 [1545] validation_0-mae:4002.09668 validation_1-mae:5994.55371 [1546] validation_0-mae:4001.20093 validation_1-mae:5994.20703 [1547] validation_0-mae:3999.74316 validation_1-mae:5994.02441 [1548] validation_0-mae:3998.32666 validation_1-mae:5993.84082 [1549] validation_0-mae:3997.53540 validation_1-mae:5993.47363 [1550] validation_0-mae:3997.06714 validation_1-mae:5993.52295 [1551] validation_0-mae:3995.85327 validation_1-mae:5993.43359 [1552] validation_0-mae:3995.18994 validation_1-mae:5993.63770 [1553] validation_0-mae:3994.48096 validation_1-mae:5993.71387 [1554] validation_0-mae:3993.88062 validation_1-mae:5993.75195 [1555] validation_0-mae:3993.04761 validation_1-mae:5993.74072 [1556] validation_0-mae:3992.72119 validation_1-mae:5994.22852 [1557] validation_0-mae:3992.48022 validation_1-mae:5994.13428 [1558] validation_0-mae:3991.90552 validation_1-mae:5993.91504 [1559] validation_0-mae:3991.14673 validation_1-mae:5993.98096 [1560] validation_0-mae:3990.52954 validation_1-mae:5993.81348 [1561] validation_0-mae:3990.47656 validation_1-mae:5993.80811 [1562] validation_0-mae:3990.34131 validation_1-mae:5993.92139 [1563] validation_0-mae:3990.11987 validation_1-mae:5994.08496 [1564] validation_0-mae:3989.97583 validation_1-mae:5994.06836 [1565] validation_0-mae:3989.21753 validation_1-mae:5994.00098 [1566] validation_0-mae:3987.97388 validation_1-mae:5993.54297 [1567] validation_0-mae:3987.43726 validation_1-mae:5993.78711 [1568] validation_0-mae:3985.89990 validation_1-mae:5993.01611 [1569] validation_0-mae:3984.82056 validation_1-mae:5992.84082 [1570] validation_0-mae:3983.61426 validation_1-mae:5992.68213 [1571] validation_0-mae:3982.85059 validation_1-mae:5992.45068 [1572] validation_0-mae:3982.21411 validation_1-mae:5992.30273 [1573] validation_0-mae:3980.93042 validation_1-mae:5992.70898 [1574] validation_0-mae:3980.08081 validation_1-mae:5992.41113 [1575] validation_0-mae:3979.14429 validation_1-mae:5992.37012 [1576] validation_0-mae:3978.49316 validation_1-mae:5992.45996 [1577] validation_0-mae:3977.68335 validation_1-mae:5992.28857 [1578] validation_0-mae:3976.38843 validation_1-mae:5991.88086 [1579] validation_0-mae:3975.37012 validation_1-mae:5991.47314 [1580] validation_0-mae:3974.93359 validation_1-mae:5991.76709 [1581] validation_0-mae:3974.60010 validation_1-mae:5991.73730 [1582] validation_0-mae:3973.67993 validation_1-mae:5991.87695 [1583] validation_0-mae:3972.48096 validation_1-mae:5991.98486 [1584] validation_0-mae:3971.75244 validation_1-mae:5992.18799 [1585] validation_0-mae:3970.91846 validation_1-mae:5992.27344 [1586] validation_0-mae:3970.38281 validation_1-mae:5992.09570 [1587] validation_0-mae:3969.49097 validation_1-mae:5991.78467 [1588] validation_0-mae:3968.36182 validation_1-mae:5991.59766 [1589] validation_0-mae:3967.24219 validation_1-mae:5991.43506 [1590] validation_0-mae:3966.56104 validation_1-mae:5991.18652 [1591] validation_0-mae:3966.01465 validation_1-mae:5991.04639 [1592] validation_0-mae:3965.09937 validation_1-mae:5990.82275 [1593] validation_0-mae:3964.73999 validation_1-mae:5990.87305 [1594] validation_0-mae:3964.22095 validation_1-mae:5990.73682 [1595] validation_0-mae:3963.38452 validation_1-mae:5990.37158 [1596] validation_0-mae:3963.02417 validation_1-mae:5990.23584 [1597] validation_0-mae:3962.31714 validation_1-mae:5990.09570 [1598] validation_0-mae:3961.75708 validation_1-mae:5990.27295 [1599] validation_0-mae:3960.65552 validation_1-mae:5990.57617 [1600] validation_0-mae:3960.13721 validation_1-mae:5990.32959 [1601] validation_0-mae:3959.11450 validation_1-mae:5990.14795 [1602] validation_0-mae:3958.61523 validation_1-mae:5990.00879 [1603] validation_0-mae:3957.78809 validation_1-mae:5990.28760 [1604] validation_0-mae:3957.41480 validation_1-mae:5990.54541 [1605] validation_0-mae:3956.61548 validation_1-mae:5990.77441 [1606] validation_0-mae:3955.90918 validation_1-mae:5990.80615 [1607] validation_0-mae:3955.25879 validation_1-mae:5991.37158 [1608] validation_0-mae:3954.72754 validation_1-mae:5991.64697 [1609] validation_0-mae:3954.35400 validation_1-mae:5991.76660 [1610] validation_0-mae:3953.71216 validation_1-mae:5991.78906 [1611] validation_0-mae:3953.45703 validation_1-mae:5991.61182 [1612] validation_0-mae:3953.13428 validation_1-mae:5991.50830 [1613] validation_0-mae:3953.00586 validation_1-mae:5991.55908 [1614] validation_0-mae:3952.48096 validation_1-mae:5991.56885 [1615] validation_0-mae:3952.04517 validation_1-mae:5991.29248 [1616] validation_0-mae:3951.94946 validation_1-mae:5991.33887 [1617] validation_0-mae:3951.54224 validation_1-mae:5991.27393 [1618] validation_0-mae:3951.34619 validation_1-mae:5991.24316 [1619] validation_0-mae:3950.35010 validation_1-mae:5991.22607 [1620] validation_0-mae:3949.85034 validation_1-mae:5991.37305 [1621] validation_0-mae:3949.23926 validation_1-mae:5991.27100 [1622] validation_0-mae:3948.61206 validation_1-mae:5991.08545 [1623] validation_0-mae:3947.95312 validation_1-mae:5991.23438 [1624] validation_0-mae:3947.43945 validation_1-mae:5991.35840 [1625] validation_0-mae:3946.95996 validation_1-mae:5991.77686 [1626] validation_0-mae:3945.95288 validation_1-mae:5991.70068 [1627] validation_0-mae:3945.46020 validation_1-mae:5991.56445 [1628] validation_0-mae:3945.00342 validation_1-mae:5991.41943 [1629] validation_0-mae:3944.39551 validation_1-mae:5991.55273 [1630] validation_0-mae:3943.78394 validation_1-mae:5991.50391 [1631] validation_0-mae:3943.31104 validation_1-mae:5991.48389 [1632] validation_0-mae:3942.84326 validation_1-mae:5991.37939 [1633] validation_0-mae:3942.28857 validation_1-mae:5991.52197 [1634] validation_0-mae:3941.84741 validation_1-mae:5991.47900 [1635] validation_0-mae:3941.34521 validation_1-mae:5991.37402 [1636] validation_0-mae:3940.23853 validation_1-mae:5991.77148 [1637] validation_0-mae:3939.47900 validation_1-mae:5991.54932 [1638] validation_0-mae:3938.95190 validation_1-mae:5991.63672 [1639] validation_0-mae:3937.97339 validation_1-mae:5991.53125 [1640] validation_0-mae:3937.20874 validation_1-mae:5991.27978 [1641] validation_0-mae:3936.31543 validation_1-mae:5991.35352 [1642] validation_0-mae:3935.59155 validation_1-mae:5991.29492 [1643] validation_0-mae:3934.63110 validation_1-mae:5991.14502 [1644] validation_0-mae:3933.76807 validation_1-mae:5991.76318 [1645] validation_0-mae:3932.98584 validation_1-mae:5991.68018 [1646] validation_0-mae:3932.10278 validation_1-mae:5991.31250 [1647] validation_0-mae:3930.45898 validation_1-mae:5991.51562 [1648] validation_0-mae:3929.81104 validation_1-mae:5991.84961 [1649] validation_0-mae:3928.98828 validation_1-mae:5992.12353 [1650] validation_0-mae:3928.01416 validation_1-mae:5991.81738 [1651] validation_0-mae:3927.08887 validation_1-mae:5992.22217 [1652] validation_0-mae:3925.92407 validation_1-mae:5992.31934 [1653] validation_0-mae:3924.90845 validation_1-mae:5992.19092 [1654] validation_0-mae:3924.14990 validation_1-mae:5992.08643 [1655] validation_0-mae:3923.43555 validation_1-mae:5992.03272 [1656] validation_0-mae:3922.87329 validation_1-mae:5991.95117 [1657] validation_0-mae:3921.51343 validation_1-mae:5991.38135 [1658] validation_0-mae:3920.58447 validation_1-mae:5991.33252 [1659] validation_0-mae:3919.92725 validation_1-mae:5991.07080 [1660] validation_0-mae:3919.19751 validation_1-mae:5991.40576 [1661] validation_0-mae:3918.83520 validation_1-mae:5991.33154 [1662] validation_0-mae:3918.38965 validation_1-mae:5991.29980 [1663] validation_0-mae:3917.83398 validation_1-mae:5991.27197 [1664] validation_0-mae:3917.51050 validation_1-mae:5991.44141 [1665] validation_0-mae:3917.22168 validation_1-mae:5991.37451 [1666] validation_0-mae:3916.53833 validation_1-mae:5991.67578 [1667] validation_0-mae:3915.88892 validation_1-mae:5991.59228 [1668] validation_0-mae:3915.09106 validation_1-mae:5991.60205 [1669] validation_0-mae:3914.65552 validation_1-mae:5991.55273 [1670] validation_0-mae:3913.85596 validation_1-mae:5991.02881 [1671] validation_0-mae:3913.42603 validation_1-mae:5991.01270 [1672] validation_0-mae:3913.13721 validation_1-mae:5991.12109 [1673] validation_0-mae:3912.17944 validation_1-mae:5990.91895 [1674] validation_0-mae:3911.73340 validation_1-mae:5991.07715 [1675] validation_0-mae:3910.91797 validation_1-mae:5991.46289 [1676] validation_0-mae:3909.72021 validation_1-mae:5991.68408 [1677] validation_0-mae:3909.12183 validation_1-mae:5991.84717 [1678] validation_0-mae:3908.61694 validation_1-mae:5991.94678 [1679] validation_0-mae:3907.57495 validation_1-mae:5991.82324 [1680] validation_0-mae:3906.98267 validation_1-mae:5992.10791 [1681] validation_0-mae:3906.13574 validation_1-mae:5991.70068 [1682] validation_0-mae:3904.86523 validation_1-mae:5991.50049 [1683] validation_0-mae:3904.14087 validation_1-mae:5991.51611 [1684] validation_0-mae:3903.27344 validation_1-mae:5991.89111 [1685] validation_0-mae:3902.27051 validation_1-mae:5992.32178 [1686] validation_0-mae:3901.68286 validation_1-mae:5992.19922 [1687] validation_0-mae:3901.31714 validation_1-mae:5992.22852 [1688] validation_0-mae:3900.66577 validation_1-mae:5992.45996 [1689] validation_0-mae:3899.75146 validation_1-mae:5992.42676 [1690] validation_0-mae:3899.20630 validation_1-mae:5992.59717 [1691] validation_0-mae:3898.40601 validation_1-mae:5992.96582 [1692] validation_0-mae:3897.80908 validation_1-mae:5993.14746 [1693] validation_0-mae:3897.16919 validation_1-mae:5993.39795 [1694] validation_0-mae:3896.58960 validation_1-mae:5993.78906 [1695] validation_0-mae:3896.01392 validation_1-mae:5993.96728 [1696] validation_0-mae:3895.40161 validation_1-mae:5994.08887 [1697] validation_0-mae:3894.31104 validation_1-mae:5994.12842 [1698] validation_0-mae:3893.05981 validation_1-mae:5993.92822 [1699] validation_0-mae:3892.54272 validation_1-mae:5993.99609 Dropping: tyś [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.48926 validation_1-mae:12164.15918 [10] validation_0-mae:11563.48633 validation_1-mae:11348.03223 [11] validation_0-mae:10874.35449 validation_1-mae:10666.29297 [12] validation_0-mae:10304.22559 validation_1-mae:10103.56738 [13] validation_0-mae:9819.97266 validation_1-mae:9623.80566 [14] validation_0-mae:9418.90723 validation_1-mae:9233.17969 [15] validation_0-mae:9084.42871 validation_1-mae:8905.72754 [16] validation_0-mae:8802.77539 validation_1-mae:8634.30957 [17] validation_0-mae:8567.60449 validation_1-mae:8409.91309 [18] validation_0-mae:8374.79199 validation_1-mae:8221.76269 [19] validation_0-mae:8212.29590 validation_1-mae:8068.97803 [20] validation_0-mae:8069.51416 validation_1-mae:7937.90186 [21] validation_0-mae:7945.15820 validation_1-mae:7829.98340 [22] validation_0-mae:7847.01709 validation_1-mae:7743.53223 [23] validation_0-mae:7760.87451 validation_1-mae:7674.37305 [24] validation_0-mae:7677.12158 validation_1-mae:7596.01904 [25] validation_0-mae:7604.53467 validation_1-mae:7532.68311 [26] validation_0-mae:7549.05566 validation_1-mae:7485.86572 [27] validation_0-mae:7488.75879 validation_1-mae:7431.86621 [28] validation_0-mae:7439.51172 validation_1-mae:7391.05469 [29] validation_0-mae:7397.34131 validation_1-mae:7356.87158 [30] validation_0-mae:7361.62842 validation_1-mae:7326.39697 [31] validation_0-mae:7321.06494 validation_1-mae:7289.84912 [32] validation_0-mae:7292.64551 validation_1-mae:7272.19775 [33] validation_0-mae:7264.37353 validation_1-mae:7251.13184 [34] validation_0-mae:7234.04492 validation_1-mae:7231.12891 [35] validation_0-mae:7202.57617 validation_1-mae:7206.40918 [36] validation_0-mae:7185.35010 validation_1-mae:7193.43897 [37] validation_0-mae:7167.72510 validation_1-mae:7183.40381 [38] validation_0-mae:7142.38184 validation_1-mae:7162.04395 [39] validation_0-mae:7121.00781 validation_1-mae:7144.92285 [40] validation_0-mae:7104.62695 validation_1-mae:7136.02734 [41] validation_0-mae:7088.80225 validation_1-mae:7128.33301 [42] validation_0-mae:7068.26953 validation_1-mae:7113.36865 [43] validation_0-mae:7047.91748 validation_1-mae:7098.81299 [44] validation_0-mae:7022.52197 validation_1-mae:7078.60742 [45] validation_0-mae:7001.20410 validation_1-mae:7058.88184 [46] validation_0-mae:6982.93311 validation_1-mae:7046.21582 [47] validation_0-mae:6972.34473 validation_1-mae:7039.53662 [48] validation_0-mae:6956.03613 validation_1-mae:7029.08740 [49] validation_0-mae:6940.86377 validation_1-mae:7019.95068 [50] validation_0-mae:6919.99219 validation_1-mae:7001.07129 [51] validation_0-mae:6906.31836 validation_1-mae:6990.87256 [52] validation_0-mae:6894.87891 validation_1-mae:6982.69092 [53] validation_0-mae:6873.42578 validation_1-mae:6965.30957 [54] validation_0-mae:6856.21289 validation_1-mae:6950.02441 [55] validation_0-mae:6842.08252 validation_1-mae:6942.85498 [56] validation_0-mae:6829.43164 validation_1-mae:6932.47266 [57] validation_0-mae:6807.37939 validation_1-mae:6912.73096 [58] validation_0-mae:6799.44922 validation_1-mae:6908.03760 [59] validation_0-mae:6784.85449 validation_1-mae:6897.26855 [60] validation_0-mae:6772.50439 validation_1-mae:6887.80908 [61] validation_0-mae:6760.09131 validation_1-mae:6878.62012 [62] validation_0-mae:6744.63379 validation_1-mae:6868.25049 [63] validation_0-mae:6734.15772 validation_1-mae:6860.32227 [64] validation_0-mae:6723.79736 validation_1-mae:6852.07373 [65] validation_0-mae:6710.39014 validation_1-mae:6844.61426 [66] validation_0-mae:6695.49219 validation_1-mae:6830.57959 [67] validation_0-mae:6683.99512 validation_1-mae:6821.92383 [68] validation_0-mae:6670.72559 validation_1-mae:6811.01611 [69] validation_0-mae:6663.91748 validation_1-mae:6807.31250 [70] validation_0-mae:6652.82227 validation_1-mae:6797.27832 [71] validation_0-mae:6640.95361 validation_1-mae:6786.68018 [72] validation_0-mae:6628.03857 validation_1-mae:6777.52100 [73] validation_0-mae:6619.83203 validation_1-mae:6771.81592 [74] validation_0-mae:6608.59033 validation_1-mae:6764.44238 [75] validation_0-mae:6599.65381 validation_1-mae:6759.68164 [76] validation_0-mae:6591.78906 validation_1-mae:6754.29688 [77] validation_0-mae:6582.71387 validation_1-mae:6745.13867 [78] validation_0-mae:6573.06103 validation_1-mae:6742.32080 [79] validation_0-mae:6563.64893 validation_1-mae:6734.62061 [80] validation_0-mae:6559.04053 validation_1-mae:6731.25195 [81] validation_0-mae:6553.58252 validation_1-mae:6727.76270 [82] validation_0-mae:6544.22852 validation_1-mae:6721.68555 [83] validation_0-mae:6537.48242 validation_1-mae:6719.28320 [84] validation_0-mae:6527.37305 validation_1-mae:6711.89404 [85] validation_0-mae:6515.57764 validation_1-mae:6701.77637 [86] validation_0-mae:6504.28467 validation_1-mae:6692.88086 [87] validation_0-mae:6494.54932 validation_1-mae:6687.20361 [88] validation_0-mae:6488.01758 validation_1-mae:6682.53125 [89] validation_0-mae:6479.99561 validation_1-mae:6676.99805 [90] validation_0-mae:6470.36768 validation_1-mae:6666.50781 [91] validation_0-mae:6464.05859 validation_1-mae:6662.76611 [92] validation_0-mae:6456.41260 validation_1-mae:6659.05469 [93] validation_0-mae:6446.32666 validation_1-mae:6653.48828 [94] validation_0-mae:6435.89355 validation_1-mae:6646.24853 [95] validation_0-mae:6432.05273 validation_1-mae:6642.36670 [96] validation_0-mae:6428.04004 validation_1-mae:6639.46289 [97] validation_0-mae:6420.19287 validation_1-mae:6636.08838 [98] validation_0-mae:6413.17920 validation_1-mae:6631.83350 [99] validation_0-mae:6405.44043 validation_1-mae:6626.46484 [100] validation_0-mae:6397.55176 validation_1-mae:6619.95215 [101] validation_0-mae:6392.27881 validation_1-mae:6616.44434 [102] validation_0-mae:6387.45850 validation_1-mae:6614.24170 [103] validation_0-mae:6383.40234 validation_1-mae:6612.59473 [104] validation_0-mae:6376.59570 validation_1-mae:6608.71826 [105] validation_0-mae:6370.73633 validation_1-mae:6603.92920 [106] validation_0-mae:6368.63379 validation_1-mae:6601.92090 [107] validation_0-mae:6361.98682 validation_1-mae:6599.96924 [108] validation_0-mae:6355.89160 validation_1-mae:6595.84766 [109] validation_0-mae:6348.16846 validation_1-mae:6589.89893 [110] validation_0-mae:6341.78906 validation_1-mae:6585.09131 [111] validation_0-mae:6336.59766 validation_1-mae:6583.76318 [112] validation_0-mae:6329.57910 validation_1-mae:6578.73779 [113] validation_0-mae:6327.76904 validation_1-mae:6578.80811 [114] validation_0-mae:6324.42529 validation_1-mae:6577.00928 [115] validation_0-mae:6318.72803 validation_1-mae:6574.24805 [116] validation_0-mae:6312.78760 validation_1-mae:6570.34180 [117] validation_0-mae:6308.35205 validation_1-mae:6568.13330 [118] validation_0-mae:6302.66602 validation_1-mae:6564.24121 [119] validation_0-mae:6293.26562 validation_1-mae:6556.72363 [120] validation_0-mae:6284.25293 validation_1-mae:6549.75293 [121] validation_0-mae:6278.81641 validation_1-mae:6546.15527 [122] validation_0-mae:6275.29443 validation_1-mae:6542.91113 [123] validation_0-mae:6271.51660 validation_1-mae:6539.53076 [124] validation_0-mae:6266.70850 validation_1-mae:6537.30859 [125] validation_0-mae:6264.07812 validation_1-mae:6536.30664 [126] validation_0-mae:6258.60547 validation_1-mae:6534.26953 [127] validation_0-mae:6253.57666 validation_1-mae:6532.28076 [128] validation_0-mae:6249.66309 validation_1-mae:6530.87353 [129] validation_0-mae:6246.91113 validation_1-mae:6530.50586 [130] validation_0-mae:6241.13818 validation_1-mae:6526.64648 [131] validation_0-mae:6236.64648 validation_1-mae:6522.29199 [132] validation_0-mae:6231.43311 validation_1-mae:6519.01562 [133] validation_0-mae:6223.69873 validation_1-mae:6514.05420 [134] validation_0-mae:6218.64600 validation_1-mae:6510.02441 [135] validation_0-mae:6213.17773 validation_1-mae:6508.01318 [136] validation_0-mae:6211.03955 validation_1-mae:6506.83643 [137] validation_0-mae:6206.07422 validation_1-mae:6503.47217 [138] validation_0-mae:6198.32031 validation_1-mae:6497.88428 [139] validation_0-mae:6194.48096 validation_1-mae:6496.14795 [140] validation_0-mae:6192.00439 validation_1-mae:6495.22559 [141] validation_0-mae:6187.49414 validation_1-mae:6492.49219 [142] validation_0-mae:6182.88330 validation_1-mae:6489.64453 [143] validation_0-mae:6176.51465 validation_1-mae:6486.53223 [144] validation_0-mae:6174.07178 validation_1-mae:6485.26709 [145] validation_0-mae:6168.80371 validation_1-mae:6482.39697 [146] validation_0-mae:6160.37012 validation_1-mae:6476.03272 [147] validation_0-mae:6155.75977 validation_1-mae:6475.17480 [148] validation_0-mae:6153.49658 validation_1-mae:6474.09912 [149] validation_0-mae:6150.24414 validation_1-mae:6473.35986 [150] validation_0-mae:6146.06055 validation_1-mae:6470.91943 [151] validation_0-mae:6142.40478 validation_1-mae:6468.44824 [152] validation_0-mae:6137.99170 validation_1-mae:6466.94824 [153] validation_0-mae:6131.66504 validation_1-mae:6463.90869 [154] validation_0-mae:6128.15088 validation_1-mae:6461.33545 [155] validation_0-mae:6126.97363 validation_1-mae:6460.03760 [156] validation_0-mae:6124.09033 validation_1-mae:6458.78076 [157] validation_0-mae:6122.08838 validation_1-mae:6458.22168 [158] validation_0-mae:6116.39307 validation_1-mae:6455.49756 [159] validation_0-mae:6112.65967 validation_1-mae:6454.22119 [160] validation_0-mae:6109.30908 validation_1-mae:6452.05713 [161] validation_0-mae:6104.94580 validation_1-mae:6448.78174 [162] validation_0-mae:6098.32617 validation_1-mae:6443.80664 [163] validation_0-mae:6095.50049 validation_1-mae:6442.81592 [164] validation_0-mae:6093.28516 validation_1-mae:6441.94824 [165] validation_0-mae:6089.60303 validation_1-mae:6439.85010 [166] validation_0-mae:6082.77197 validation_1-mae:6434.54102 [167] validation_0-mae:6077.49365 validation_1-mae:6432.17090 [168] validation_0-mae:6072.19922 validation_1-mae:6428.95605 [169] validation_0-mae:6070.80762 validation_1-mae:6428.43848 [170] validation_0-mae:6067.65478 validation_1-mae:6428.13086 [171] validation_0-mae:6066.10938 validation_1-mae:6427.88721 [172] validation_0-mae:6061.60205 validation_1-mae:6427.99512 [173] validation_0-mae:6055.68994 validation_1-mae:6424.93603 [174] validation_0-mae:6051.14258 validation_1-mae:6423.27588 [175] validation_0-mae:6049.72022 validation_1-mae:6422.54736 [176] validation_0-mae:6044.52246 validation_1-mae:6420.85303 [177] validation_0-mae:6040.72022 validation_1-mae:6419.04785 [178] validation_0-mae:6033.71191 validation_1-mae:6412.13428 [179] validation_0-mae:6030.68262 validation_1-mae:6411.30859 [180] validation_0-mae:6029.26221 validation_1-mae:6411.07812 [181] validation_0-mae:6025.16064 validation_1-mae:6408.42432 [182] validation_0-mae:6021.87207 validation_1-mae:6407.27832 [183] validation_0-mae:6019.45312 validation_1-mae:6406.66357 [184] validation_0-mae:6017.50732 validation_1-mae:6406.15772 [185] validation_0-mae:6010.98926 validation_1-mae:6403.53467 [186] validation_0-mae:6007.66455 validation_1-mae:6401.98975 [187] validation_0-mae:6001.77978 validation_1-mae:6398.92773 [188] validation_0-mae:5997.73486 validation_1-mae:6397.22949 [189] validation_0-mae:5995.05518 validation_1-mae:6396.28857 [190] validation_0-mae:5992.14453 validation_1-mae:6394.41650 [191] validation_0-mae:5984.84375 validation_1-mae:6389.79443 [192] validation_0-mae:5981.28613 validation_1-mae:6389.33594 [193] validation_0-mae:5977.98242 validation_1-mae:6387.10889 [194] validation_0-mae:5975.58203 validation_1-mae:6385.78027 [195] validation_0-mae:5970.53418 validation_1-mae:6382.06934 [196] validation_0-mae:5968.92236 validation_1-mae:6381.56299 [197] validation_0-mae:5966.65088 validation_1-mae:6380.24170 [198] validation_0-mae:5964.22022 validation_1-mae:6381.23828 [199] validation_0-mae:5960.37109 validation_1-mae:6379.05078 [200] validation_0-mae:5957.75635 validation_1-mae:6378.44287 [201] validation_0-mae:5953.25049 validation_1-mae:6375.30713 [202] validation_0-mae:5946.60840 validation_1-mae:6370.78320 [203] validation_0-mae:5944.25000 validation_1-mae:6369.86035 [204] validation_0-mae:5942.27978 validation_1-mae:6368.72119 [205] validation_0-mae:5941.16602 validation_1-mae:6368.22852 [206] validation_0-mae:5939.27637 validation_1-mae:6367.90967 [207] validation_0-mae:5931.11328 validation_1-mae:6365.25000 [208] validation_0-mae:5927.75244 validation_1-mae:6363.29102 [209] validation_0-mae:5922.59180 validation_1-mae:6360.56787 [210] validation_0-mae:5918.72119 validation_1-mae:6361.19238 [211] validation_0-mae:5915.06494 validation_1-mae:6359.96387 [212] validation_0-mae:5912.72461 validation_1-mae:6358.60498 [213] validation_0-mae:5909.48584 validation_1-mae:6358.39307 [214] validation_0-mae:5907.43603 validation_1-mae:6357.65674 [215] validation_0-mae:5903.67822 validation_1-mae:6356.37353 [216] validation_0-mae:5899.02832 validation_1-mae:6353.75684 [217] validation_0-mae:5897.53564 validation_1-mae:6353.19043 [218] validation_0-mae:5891.98193 validation_1-mae:6351.04736 [219] validation_0-mae:5891.04785 validation_1-mae:6350.29199 [220] validation_0-mae:5889.41650 validation_1-mae:6349.92822 [221] validation_0-mae:5886.96631 validation_1-mae:6349.60010 [222] validation_0-mae:5883.76855 validation_1-mae:6348.80225 [223] validation_0-mae:5879.24072 validation_1-mae:6347.82324 [224] validation_0-mae:5875.52393 validation_1-mae:6345.71143 [225] validation_0-mae:5873.75977 validation_1-mae:6345.82617 [226] validation_0-mae:5870.78955 validation_1-mae:6344.90967 [227] validation_0-mae:5869.08008 validation_1-mae:6343.08203 [228] validation_0-mae:5868.30566 validation_1-mae:6342.62695 [229] validation_0-mae:5864.42090 validation_1-mae:6341.58789 [230] validation_0-mae:5863.12158 validation_1-mae:6340.97852 [231] validation_0-mae:5859.93897 validation_1-mae:6338.83789 [232] validation_0-mae:5857.75879 validation_1-mae:6338.10352 [233] validation_0-mae:5855.98486 validation_1-mae:6338.05518 [234] validation_0-mae:5851.17041 validation_1-mae:6335.36670 [235] validation_0-mae:5847.55176 validation_1-mae:6335.73877 [236] validation_0-mae:5845.24365 validation_1-mae:6334.89502 [237] validation_0-mae:5844.30566 validation_1-mae:6334.57471 [238] validation_0-mae:5841.50049 validation_1-mae:6334.11572 [239] validation_0-mae:5838.83496 validation_1-mae:6332.80566 [240] validation_0-mae:5833.53564 validation_1-mae:6328.89844 [241] validation_0-mae:5831.30273 validation_1-mae:6327.64209 [242] validation_0-mae:5827.96094 validation_1-mae:6326.30518 [243] validation_0-mae:5824.89014 validation_1-mae:6322.87793 [244] validation_0-mae:5818.64697 validation_1-mae:6318.81445 [245] validation_0-mae:5814.14160 validation_1-mae:6317.14307 [246] validation_0-mae:5811.87744 validation_1-mae:6317.17871 [247] validation_0-mae:5810.45605 validation_1-mae:6317.20898 [248] validation_0-mae:5808.95361 validation_1-mae:6316.37744 [249] validation_0-mae:5804.15674 validation_1-mae:6314.71924 [250] validation_0-mae:5801.83594 validation_1-mae:6315.06885 [251] validation_0-mae:5799.92285 validation_1-mae:6314.72314 [252] validation_0-mae:5794.55908 validation_1-mae:6309.85645 [253] validation_0-mae:5793.44531 validation_1-mae:6309.55322 [254] validation_0-mae:5789.13916 validation_1-mae:6307.90967 [255] validation_0-mae:5784.59131 validation_1-mae:6304.54980 [256] validation_0-mae:5783.17920 validation_1-mae:6304.05664 [257] validation_0-mae:5782.59033 validation_1-mae:6303.66260 [258] validation_0-mae:5778.23633 validation_1-mae:6302.81397 [259] validation_0-mae:5775.48779 validation_1-mae:6300.96387 [260] validation_0-mae:5770.32373 validation_1-mae:6298.50928 [261] validation_0-mae:5768.64014 validation_1-mae:6297.23535 [262] validation_0-mae:5766.48486 validation_1-mae:6295.76562 [263] validation_0-mae:5763.75635 validation_1-mae:6294.47852 [264] validation_0-mae:5757.79053 validation_1-mae:6292.03076 [265] validation_0-mae:5755.63281 validation_1-mae:6291.87109 [266] validation_0-mae:5753.56885 validation_1-mae:6291.36816 [267] validation_0-mae:5750.03711 validation_1-mae:6289.93799 [268] validation_0-mae:5748.02246 validation_1-mae:6289.70020 [269] validation_0-mae:5745.14697 validation_1-mae:6287.63525 [270] validation_0-mae:5737.99316 validation_1-mae:6283.37598 [271] validation_0-mae:5735.23242 validation_1-mae:6282.72705 [272] validation_0-mae:5732.23291 validation_1-mae:6281.31201 [273] validation_0-mae:5730.46484 validation_1-mae:6281.75391 [274] validation_0-mae:5729.59082 validation_1-mae:6281.32178 [275] validation_0-mae:5726.92871 validation_1-mae:6280.45215 [276] validation_0-mae:5725.52930 validation_1-mae:6279.46143 [277] validation_0-mae:5722.30762 validation_1-mae:6278.45850 [278] validation_0-mae:5720.69971 validation_1-mae:6277.84863 [279] validation_0-mae:5717.44775 validation_1-mae:6277.19678 [280] validation_0-mae:5714.62891 validation_1-mae:6275.58740 [281] validation_0-mae:5711.07666 validation_1-mae:6272.50244 [282] validation_0-mae:5708.44775 validation_1-mae:6271.76025 [283] validation_0-mae:5702.80029 validation_1-mae:6268.35059 [284] validation_0-mae:5701.95605 validation_1-mae:6268.31348 [285] validation_0-mae:5699.69629 validation_1-mae:6267.19824 [286] validation_0-mae:5697.94727 validation_1-mae:6266.62647 [287] validation_0-mae:5696.39746 validation_1-mae:6266.73877 [288] validation_0-mae:5693.19092 validation_1-mae:6265.70312 [289] validation_0-mae:5691.55029 validation_1-mae:6265.18994 [290] validation_0-mae:5690.41846 validation_1-mae:6264.82861 [291] validation_0-mae:5687.84375 validation_1-mae:6262.62598 [292] validation_0-mae:5685.35645 validation_1-mae:6262.25049 [293] validation_0-mae:5682.12109 validation_1-mae:6259.99121 [294] validation_0-mae:5678.21045 validation_1-mae:6258.07031 [295] validation_0-mae:5675.54688 validation_1-mae:6257.84668 [296] validation_0-mae:5673.49023 validation_1-mae:6255.95557 [297] validation_0-mae:5672.06934 validation_1-mae:6256.07324 [298] validation_0-mae:5667.62012 validation_1-mae:6254.27930 [299] validation_0-mae:5664.21533 validation_1-mae:6253.58984 [300] validation_0-mae:5662.84228 validation_1-mae:6253.53955 [301] validation_0-mae:5660.12793 validation_1-mae:6251.92578 [302] validation_0-mae:5655.67041 validation_1-mae:6249.46582 [303] validation_0-mae:5654.00000 validation_1-mae:6248.42383 [304] validation_0-mae:5651.65186 validation_1-mae:6247.02978 [305] validation_0-mae:5650.89600 validation_1-mae:6246.99658 [306] validation_0-mae:5648.63867 validation_1-mae:6247.24951 [307] validation_0-mae:5646.75684 validation_1-mae:6246.69482 [308] validation_0-mae:5644.59131 validation_1-mae:6245.55176 [309] validation_0-mae:5643.48242 validation_1-mae:6244.80664 [310] validation_0-mae:5642.01562 validation_1-mae:6243.79834 [311] validation_0-mae:5640.67676 validation_1-mae:6243.44775 [312] validation_0-mae:5638.74609 validation_1-mae:6242.51318 [313] validation_0-mae:5636.99219 validation_1-mae:6242.36914 [314] validation_0-mae:5635.35254 validation_1-mae:6241.98193 [315] validation_0-mae:5634.59717 validation_1-mae:6242.07324 [316] validation_0-mae:5629.73047 validation_1-mae:6238.75879 [317] validation_0-mae:5623.95557 validation_1-mae:6235.49805 [318] validation_0-mae:5619.14258 validation_1-mae:6232.80957 [319] validation_0-mae:5615.80957 validation_1-mae:6231.58643 [320] validation_0-mae:5611.41748 validation_1-mae:6229.73291 [321] validation_0-mae:5608.11768 validation_1-mae:6227.77734 [322] validation_0-mae:5603.81689 validation_1-mae:6225.82031 [323] validation_0-mae:5601.14307 validation_1-mae:6223.97998 [324] validation_0-mae:5598.19336 validation_1-mae:6222.43018 [325] validation_0-mae:5596.05273 validation_1-mae:6222.63428 [326] validation_0-mae:5594.22656 validation_1-mae:6221.64648 [327] validation_0-mae:5592.71582 validation_1-mae:6221.28516 [328] validation_0-mae:5591.70264 validation_1-mae:6221.60986 [329] validation_0-mae:5590.38770 validation_1-mae:6220.40723 [330] validation_0-mae:5589.96338 validation_1-mae:6220.62109 [331] validation_0-mae:5586.43506 validation_1-mae:6219.76758 [332] validation_0-mae:5584.55811 validation_1-mae:6219.63379 [333] validation_0-mae:5580.99951 validation_1-mae:6217.36768 [334] validation_0-mae:5578.65430 validation_1-mae:6216.99805 [335] validation_0-mae:5576.04492 validation_1-mae:6215.99072 [336] validation_0-mae:5574.02441 validation_1-mae:6215.64795 [337] validation_0-mae:5572.01611 validation_1-mae:6214.94336 [338] validation_0-mae:5570.46387 validation_1-mae:6214.59961 [339] validation_0-mae:5567.76270 validation_1-mae:6213.18994 [340] validation_0-mae:5564.41162 validation_1-mae:6211.92383 [341] validation_0-mae:5561.58887 validation_1-mae:6211.69287 [342] validation_0-mae:5558.46143 validation_1-mae:6210.14307 [343] validation_0-mae:5557.07275 validation_1-mae:6210.08789 [344] validation_0-mae:5556.14111 validation_1-mae:6209.84326 [345] validation_0-mae:5553.66602 validation_1-mae:6209.40186 [346] validation_0-mae:5549.75147 validation_1-mae:6206.72705 [347] validation_0-mae:5546.43213 validation_1-mae:6204.94385 [348] validation_0-mae:5544.43799 validation_1-mae:6204.00488 [349] validation_0-mae:5542.60498 validation_1-mae:6203.96240 [350] validation_0-mae:5540.76855 validation_1-mae:6203.73242 [351] validation_0-mae:5537.53906 validation_1-mae:6201.85303 [352] validation_0-mae:5534.92773 validation_1-mae:6201.52393 [353] validation_0-mae:5533.50781 validation_1-mae:6201.49072 [354] validation_0-mae:5528.92188 validation_1-mae:6199.39062 [355] validation_0-mae:5528.31641 validation_1-mae:6198.92725 [356] validation_0-mae:5523.46436 validation_1-mae:6195.35498 [357] validation_0-mae:5520.45166 validation_1-mae:6194.20801 [358] validation_0-mae:5518.40430 validation_1-mae:6193.78809 [359] validation_0-mae:5517.18897 validation_1-mae:6193.47803 [360] validation_0-mae:5514.15576 validation_1-mae:6192.83838 [361] validation_0-mae:5511.60205 validation_1-mae:6192.61572 [362] validation_0-mae:5510.10107 validation_1-mae:6192.32471 [363] validation_0-mae:5509.81055 validation_1-mae:6192.37744 [364] validation_0-mae:5508.14648 validation_1-mae:6192.04492 [365] validation_0-mae:5503.47559 validation_1-mae:6188.14697 [366] validation_0-mae:5501.99707 validation_1-mae:6188.29346 [367] validation_0-mae:5499.94678 validation_1-mae:6187.92041 [368] validation_0-mae:5497.71533 validation_1-mae:6186.97119 [369] validation_0-mae:5495.55566 validation_1-mae:6186.74023 [370] validation_0-mae:5493.09228 validation_1-mae:6185.87305 [371] validation_0-mae:5492.12158 validation_1-mae:6185.63525 [372] validation_0-mae:5489.04590 validation_1-mae:6184.76123 [373] validation_0-mae:5486.10254 validation_1-mae:6184.58936 [374] validation_0-mae:5484.29492 validation_1-mae:6184.33838 [375] validation_0-mae:5483.32031 validation_1-mae:6183.88037 [376] validation_0-mae:5481.18603 validation_1-mae:6182.99414 [377] validation_0-mae:5478.66260 validation_1-mae:6182.66211 [378] validation_0-mae:5477.07715 validation_1-mae:6181.93408 [379] validation_0-mae:5474.59180 validation_1-mae:6182.81982 [380] validation_0-mae:5471.94043 validation_1-mae:6181.34180 [381] validation_0-mae:5469.69531 validation_1-mae:6179.72949 [382] validation_0-mae:5467.22803 validation_1-mae:6179.30615 [383] validation_0-mae:5465.87451 validation_1-mae:6178.73779 [384] validation_0-mae:5463.59961 validation_1-mae:6177.44824 [385] validation_0-mae:5462.80713 validation_1-mae:6177.69385 [386] validation_0-mae:5459.59863 validation_1-mae:6175.34277 [387] validation_0-mae:5456.45557 validation_1-mae:6173.83643 [388] validation_0-mae:5455.82861 validation_1-mae:6173.84277 [389] validation_0-mae:5455.01611 validation_1-mae:6174.05176 [390] validation_0-mae:5454.57861 validation_1-mae:6174.03125 [391] validation_0-mae:5452.16895 validation_1-mae:6174.31006 [392] validation_0-mae:5451.40088 validation_1-mae:6173.90820 [393] validation_0-mae:5450.50439 validation_1-mae:6173.82861 [394] validation_0-mae:5448.89893 validation_1-mae:6172.51465 [395] validation_0-mae:5446.07031 validation_1-mae:6171.95117 [396] validation_0-mae:5439.53320 validation_1-mae:6166.99707 [397] validation_0-mae:5436.64258 validation_1-mae:6164.84814 [398] validation_0-mae:5434.45068 validation_1-mae:6164.45850 [399] validation_0-mae:5432.51025 validation_1-mae:6162.93848 [400] validation_0-mae:5429.30957 validation_1-mae:6161.32178 [401] validation_0-mae:5427.68213 validation_1-mae:6160.87158 [402] validation_0-mae:5425.30078 validation_1-mae:6160.22949 [403] validation_0-mae:5421.38672 validation_1-mae:6159.17529 [404] validation_0-mae:5418.03467 validation_1-mae:6158.04297 [405] validation_0-mae:5416.16992 validation_1-mae:6158.49463 [406] validation_0-mae:5412.03906 validation_1-mae:6157.04932 [407] validation_0-mae:5408.36865 validation_1-mae:6154.98633 [408] validation_0-mae:5406.87451 validation_1-mae:6154.63379 [409] validation_0-mae:5404.03760 validation_1-mae:6154.02002 [410] validation_0-mae:5402.21777 validation_1-mae:6154.21728 [411] validation_0-mae:5401.60156 validation_1-mae:6154.24561 [412] validation_0-mae:5400.42773 validation_1-mae:6154.17139 [413] validation_0-mae:5399.24561 validation_1-mae:6153.40088 [414] validation_0-mae:5395.39160 validation_1-mae:6152.86279 [415] validation_0-mae:5392.69922 validation_1-mae:6152.28906 [416] validation_0-mae:5391.85156 validation_1-mae:6151.91992 [417] validation_0-mae:5390.24756 validation_1-mae:6152.11084 [418] validation_0-mae:5387.77490 validation_1-mae:6151.64746 [419] validation_0-mae:5385.41699 validation_1-mae:6151.07324 [420] validation_0-mae:5382.69434 validation_1-mae:6150.06982 [421] validation_0-mae:5380.68750 validation_1-mae:6149.89062 [422] validation_0-mae:5379.20410 validation_1-mae:6149.06543 [423] validation_0-mae:5377.57910 validation_1-mae:6147.91064 [424] validation_0-mae:5376.54150 validation_1-mae:6147.64111 [425] validation_0-mae:5373.65186 validation_1-mae:6146.40576 [426] validation_0-mae:5371.88916 validation_1-mae:6146.23047 [427] validation_0-mae:5371.31152 validation_1-mae:6144.93457 [428] validation_0-mae:5368.87500 validation_1-mae:6145.08691 [429] validation_0-mae:5365.56885 validation_1-mae:6144.31934 [430] validation_0-mae:5362.16113 validation_1-mae:6141.78711 [431] validation_0-mae:5359.71924 validation_1-mae:6141.54736 [432] validation_0-mae:5357.70850 validation_1-mae:6141.14648 [433] validation_0-mae:5355.91406 validation_1-mae:6141.62158 [434] validation_0-mae:5354.86621 validation_1-mae:6142.28125 [435] validation_0-mae:5353.16748 validation_1-mae:6141.85059 [436] validation_0-mae:5350.82715 validation_1-mae:6142.19873 [437] validation_0-mae:5349.02393 validation_1-mae:6141.59180 [438] validation_0-mae:5345.24561 validation_1-mae:6140.54053 [439] validation_0-mae:5343.88281 validation_1-mae:6139.97412 [440] validation_0-mae:5342.84863 validation_1-mae:6140.18408 [441] validation_0-mae:5340.40430 validation_1-mae:6139.30127 [442] validation_0-mae:5338.07715 validation_1-mae:6138.94971 [443] validation_0-mae:5337.62647 validation_1-mae:6138.97510 [444] validation_0-mae:5336.29980 validation_1-mae:6139.67480 [445] validation_0-mae:5333.97461 validation_1-mae:6138.77051 [446] validation_0-mae:5332.94141 validation_1-mae:6138.44385 [447] validation_0-mae:5331.69434 validation_1-mae:6138.50195 [448] validation_0-mae:5329.26758 validation_1-mae:6138.61182 [449] validation_0-mae:5327.78857 validation_1-mae:6138.11377 [450] validation_0-mae:5326.12842 validation_1-mae:6137.79150 [451] validation_0-mae:5324.82275 validation_1-mae:6137.67725 [452] validation_0-mae:5324.63672 validation_1-mae:6137.93066 [453] validation_0-mae:5323.11816 validation_1-mae:6137.86035 [454] validation_0-mae:5321.80176 validation_1-mae:6137.88330 [455] validation_0-mae:5321.32617 validation_1-mae:6137.68799 [456] validation_0-mae:5319.20215 validation_1-mae:6137.46728 [457] validation_0-mae:5318.09961 validation_1-mae:6137.70752 [458] validation_0-mae:5314.38232 validation_1-mae:6136.33984 [459] validation_0-mae:5310.52588 validation_1-mae:6135.54541 [460] validation_0-mae:5308.03272 validation_1-mae:6135.15918 [461] validation_0-mae:5306.97022 validation_1-mae:6135.29932 [462] validation_0-mae:5304.29834 validation_1-mae:6135.41064 [463] validation_0-mae:5302.53564 validation_1-mae:6134.77686 [464] validation_0-mae:5301.61328 validation_1-mae:6134.23975 [465] validation_0-mae:5300.30127 validation_1-mae:6134.34961 [466] validation_0-mae:5297.97900 validation_1-mae:6132.85400 [467] validation_0-mae:5296.14258 validation_1-mae:6132.52490 [468] validation_0-mae:5294.29785 validation_1-mae:6132.44971 [469] validation_0-mae:5292.26953 validation_1-mae:6132.18018 [470] validation_0-mae:5291.12256 validation_1-mae:6131.59668 [471] validation_0-mae:5290.45850 validation_1-mae:6131.27783 [472] validation_0-mae:5289.18311 validation_1-mae:6131.96631 [473] validation_0-mae:5287.94189 validation_1-mae:6131.93213 [474] validation_0-mae:5287.24707 validation_1-mae:6131.87598 [475] validation_0-mae:5285.83984 validation_1-mae:6131.92725 [476] validation_0-mae:5284.81982 validation_1-mae:6131.94141 [477] validation_0-mae:5283.84522 validation_1-mae:6131.14111 [478] validation_0-mae:5281.95996 validation_1-mae:6129.87207 [479] validation_0-mae:5280.01807 validation_1-mae:6128.64941 [480] validation_0-mae:5277.84131 validation_1-mae:6127.93897 [481] validation_0-mae:5275.18115 validation_1-mae:6126.83984 [482] validation_0-mae:5274.07764 validation_1-mae:6126.29150 [483] validation_0-mae:5273.37744 validation_1-mae:6126.07324 [484] validation_0-mae:5271.89160 validation_1-mae:6126.00684 [485] validation_0-mae:5271.35156 validation_1-mae:6125.54688 [486] validation_0-mae:5270.96387 validation_1-mae:6125.31103 [487] validation_0-mae:5269.32324 validation_1-mae:6125.87500 [488] validation_0-mae:5268.70703 validation_1-mae:6125.67139 [489] validation_0-mae:5267.10645 validation_1-mae:6125.24463 [490] validation_0-mae:5264.86523 validation_1-mae:6124.40527 [491] validation_0-mae:5264.04980 validation_1-mae:6124.44238 [492] validation_0-mae:5262.00977 validation_1-mae:6123.89062 [493] validation_0-mae:5257.76465 validation_1-mae:6121.25000 [494] validation_0-mae:5255.85742 validation_1-mae:6120.94385 [495] validation_0-mae:5253.43603 validation_1-mae:6120.57764 [496] validation_0-mae:5251.92090 validation_1-mae:6119.48242 [497] validation_0-mae:5249.81689 validation_1-mae:6120.40527 [498] validation_0-mae:5248.48779 validation_1-mae:6120.35986 [499] validation_0-mae:5247.99414 validation_1-mae:6120.21143 [500] validation_0-mae:5245.07373 validation_1-mae:6119.58691 [501] validation_0-mae:5243.65088 validation_1-mae:6119.46045 [502] validation_0-mae:5242.57861 validation_1-mae:6119.58203 [503] validation_0-mae:5240.69482 validation_1-mae:6119.10156 [504] validation_0-mae:5238.19434 validation_1-mae:6118.47266 [505] validation_0-mae:5235.83447 validation_1-mae:6117.01660 [506] validation_0-mae:5233.01758 validation_1-mae:6116.41162 [507] validation_0-mae:5230.93311 validation_1-mae:6115.60791 [508] validation_0-mae:5228.01318 validation_1-mae:6114.00781 [509] validation_0-mae:5227.28809 validation_1-mae:6113.78272 [510] validation_0-mae:5226.17383 validation_1-mae:6113.79541 [511] validation_0-mae:5225.13525 validation_1-mae:6114.17822 [512] validation_0-mae:5222.81738 validation_1-mae:6113.38232 [513] validation_0-mae:5221.18897 validation_1-mae:6113.88379 [514] validation_0-mae:5219.29102 validation_1-mae:6113.09522 [515] validation_0-mae:5216.15039 validation_1-mae:6112.85205 [516] validation_0-mae:5214.31397 validation_1-mae:6112.41113 [517] validation_0-mae:5213.18555 validation_1-mae:6112.50244 [518] validation_0-mae:5211.79004 validation_1-mae:6112.30908 [519] validation_0-mae:5208.98926 validation_1-mae:6111.78955 [520] validation_0-mae:5207.07275 validation_1-mae:6111.76953 [521] validation_0-mae:5206.00488 validation_1-mae:6111.57178 [522] validation_0-mae:5203.65332 validation_1-mae:6112.08154 [523] validation_0-mae:5201.25830 validation_1-mae:6111.12061 [524] validation_0-mae:5199.08984 validation_1-mae:6111.64941 [525] validation_0-mae:5198.20654 validation_1-mae:6111.86865 [526] validation_0-mae:5196.98193 validation_1-mae:6111.74072 [527] validation_0-mae:5195.34228 validation_1-mae:6111.51465 [528] validation_0-mae:5193.84228 validation_1-mae:6111.59375 [529] validation_0-mae:5192.84766 validation_1-mae:6111.47314 [530] validation_0-mae:5192.03418 validation_1-mae:6111.36670 [531] validation_0-mae:5190.95996 validation_1-mae:6111.17480 [532] validation_0-mae:5189.82324 validation_1-mae:6110.52344 [533] validation_0-mae:5187.80176 validation_1-mae:6109.25635 [534] validation_0-mae:5186.50049 validation_1-mae:6108.66455 [535] validation_0-mae:5186.21826 validation_1-mae:6108.72754 [536] validation_0-mae:5183.70605 validation_1-mae:6107.63818 [537] validation_0-mae:5181.55518 validation_1-mae:6107.31836 [538] validation_0-mae:5179.50781 validation_1-mae:6106.92529 [539] validation_0-mae:5178.44336 validation_1-mae:6106.91602 [540] validation_0-mae:5176.56982 validation_1-mae:6107.57812 [541] validation_0-mae:5174.46533 validation_1-mae:6107.64648 [542] validation_0-mae:5172.86230 validation_1-mae:6107.38818 [543] validation_0-mae:5171.91650 validation_1-mae:6108.01074 [544] validation_0-mae:5170.14600 validation_1-mae:6107.68848 [545] validation_0-mae:5168.51172 validation_1-mae:6107.11670 [546] validation_0-mae:5166.64111 validation_1-mae:6106.30029 [547] validation_0-mae:5165.09473 validation_1-mae:6105.82959 [548] validation_0-mae:5162.94043 validation_1-mae:6105.31836 [549] validation_0-mae:5160.31299 validation_1-mae:6104.48438 [550] validation_0-mae:5158.79150 validation_1-mae:6104.28955 [551] validation_0-mae:5157.71777 validation_1-mae:6104.64893 [552] validation_0-mae:5155.84326 validation_1-mae:6104.29395 [553] validation_0-mae:5154.93555 validation_1-mae:6104.16943 [554] validation_0-mae:5152.77686 validation_1-mae:6104.91650 [555] validation_0-mae:5152.09277 validation_1-mae:6104.75000 [556] validation_0-mae:5149.68701 validation_1-mae:6104.34131 [557] validation_0-mae:5149.22461 validation_1-mae:6104.46143 [558] validation_0-mae:5148.22852 validation_1-mae:6104.35205 [559] validation_0-mae:5145.90088 validation_1-mae:6103.20312 [560] validation_0-mae:5143.94873 validation_1-mae:6102.76172 [561] validation_0-mae:5143.32178 validation_1-mae:6102.63770 [562] validation_0-mae:5142.63232 validation_1-mae:6102.79932 [563] validation_0-mae:5141.35059 validation_1-mae:6102.62744 [564] validation_0-mae:5140.18994 validation_1-mae:6102.89453 [565] validation_0-mae:5138.10449 validation_1-mae:6101.93945 [566] validation_0-mae:5136.79199 validation_1-mae:6101.55420 [567] validation_0-mae:5134.23242 validation_1-mae:6101.15283 [568] validation_0-mae:5132.87451 validation_1-mae:6101.89844 [569] validation_0-mae:5132.72119 validation_1-mae:6101.81787 [570] validation_0-mae:5131.30322 validation_1-mae:6101.32275 [571] validation_0-mae:5131.07422 validation_1-mae:6101.23291 [572] validation_0-mae:5130.28272 validation_1-mae:6100.76514 [573] validation_0-mae:5129.21387 validation_1-mae:6100.30713 [574] validation_0-mae:5127.32324 validation_1-mae:6100.24756 [575] validation_0-mae:5126.53174 validation_1-mae:6100.34668 [576] validation_0-mae:5125.64697 validation_1-mae:6100.41797 [577] validation_0-mae:5124.56152 validation_1-mae:6100.40039 [578] validation_0-mae:5124.02588 validation_1-mae:6099.98682 [579] validation_0-mae:5123.04492 validation_1-mae:6099.62451 [580] validation_0-mae:5121.54004 validation_1-mae:6099.72559 [581] validation_0-mae:5120.38135 validation_1-mae:6100.29102 [582] validation_0-mae:5119.01025 validation_1-mae:6099.97559 [583] validation_0-mae:5117.97217 validation_1-mae:6098.86816 [584] validation_0-mae:5116.79346 validation_1-mae:6098.43311 [585] validation_0-mae:5114.05225 validation_1-mae:6098.68603 [586] validation_0-mae:5112.03906 validation_1-mae:6098.62939 [587] validation_0-mae:5109.28076 validation_1-mae:6096.91992 [588] validation_0-mae:5106.28564 validation_1-mae:6095.65625 [589] validation_0-mae:5103.56250 validation_1-mae:6095.16992 [590] validation_0-mae:5101.35254 validation_1-mae:6094.09326 [591] validation_0-mae:5100.06445 validation_1-mae:6094.39355 [592] validation_0-mae:5098.05225 validation_1-mae:6094.66553 [593] validation_0-mae:5096.61865 validation_1-mae:6094.58398 [594] validation_0-mae:5095.41992 validation_1-mae:6094.92725 [595] validation_0-mae:5093.45410 validation_1-mae:6094.78125 [596] validation_0-mae:5091.97803 validation_1-mae:6094.81250 [597] validation_0-mae:5089.78125 validation_1-mae:6093.65234 [598] validation_0-mae:5088.62109 validation_1-mae:6093.27832 [599] validation_0-mae:5084.89014 validation_1-mae:6093.43555 [600] validation_0-mae:5082.41553 validation_1-mae:6094.21582 [601] validation_0-mae:5080.74902 validation_1-mae:6092.96045 [602] validation_0-mae:5079.04688 validation_1-mae:6092.43311 [603] validation_0-mae:5077.08545 validation_1-mae:6091.84082 [604] validation_0-mae:5073.44922 validation_1-mae:6090.52588 [605] validation_0-mae:5071.95361 validation_1-mae:6089.81201 [606] validation_0-mae:5070.89404 validation_1-mae:6090.31641 [607] validation_0-mae:5068.76709 validation_1-mae:6089.93603 [608] validation_0-mae:5067.24463 validation_1-mae:6089.78662 [609] validation_0-mae:5066.10791 validation_1-mae:6089.62402 [610] validation_0-mae:5065.16895 validation_1-mae:6089.18213 [611] validation_0-mae:5063.82666 validation_1-mae:6090.06738 [612] validation_0-mae:5062.54785 validation_1-mae:6089.43359 [613] validation_0-mae:5061.83691 validation_1-mae:6089.68701 [614] validation_0-mae:5058.70312 validation_1-mae:6088.71094 [615] validation_0-mae:5055.65039 validation_1-mae:6086.63770 [616] validation_0-mae:5054.10889 validation_1-mae:6086.49121 [617] validation_0-mae:5052.78760 validation_1-mae:6085.85742 [618] validation_0-mae:5050.90918 validation_1-mae:6086.41357 [619] validation_0-mae:5048.92480 validation_1-mae:6086.35400 [620] validation_0-mae:5047.36475 validation_1-mae:6086.40918 [621] validation_0-mae:5046.15234 validation_1-mae:6086.60449 [622] validation_0-mae:5045.25635 validation_1-mae:6086.65918 [623] validation_0-mae:5043.80029 validation_1-mae:6086.47803 [624] validation_0-mae:5042.48730 validation_1-mae:6085.68701 [625] validation_0-mae:5040.24023 validation_1-mae:6085.30273 [626] validation_0-mae:5039.90918 validation_1-mae:6085.19629 [627] validation_0-mae:5039.42041 validation_1-mae:6085.28711 [628] validation_0-mae:5039.25293 validation_1-mae:6085.17188 [629] validation_0-mae:5039.03809 validation_1-mae:6085.01611 [630] validation_0-mae:5036.88379 validation_1-mae:6083.95898 [631] validation_0-mae:5034.90137 validation_1-mae:6083.54785 [632] validation_0-mae:5032.93262 validation_1-mae:6083.03662 [633] validation_0-mae:5030.97168 validation_1-mae:6082.78857 [634] validation_0-mae:5029.47754 validation_1-mae:6082.96777 [635] validation_0-mae:5028.59570 validation_1-mae:6083.07080 [636] validation_0-mae:5028.31348 validation_1-mae:6083.47412 [637] validation_0-mae:5027.70312 validation_1-mae:6083.64941 [638] validation_0-mae:5026.32227 validation_1-mae:6083.47461 [639] validation_0-mae:5025.53272 validation_1-mae:6083.46240 [640] validation_0-mae:5024.37647 validation_1-mae:6083.29297 [641] validation_0-mae:5023.31152 validation_1-mae:6083.39404 [642] validation_0-mae:5022.46924 validation_1-mae:6083.68897 [643] validation_0-mae:5021.87305 validation_1-mae:6083.50000 [644] validation_0-mae:5021.48584 validation_1-mae:6083.46436 [645] validation_0-mae:5020.51074 validation_1-mae:6083.84131 [646] validation_0-mae:5020.40088 validation_1-mae:6083.81641 [647] validation_0-mae:5018.93213 validation_1-mae:6084.57031 [648] validation_0-mae:5016.24853 validation_1-mae:6085.39307 [649] validation_0-mae:5014.95068 validation_1-mae:6085.08789 [650] validation_0-mae:5013.55713 validation_1-mae:6085.31836 [651] validation_0-mae:5011.91064 validation_1-mae:6084.72852 [652] validation_0-mae:5011.01318 validation_1-mae:6084.91504 [653] validation_0-mae:5009.66699 validation_1-mae:6084.57715 [654] validation_0-mae:5008.92871 validation_1-mae:6084.67188 [655] validation_0-mae:5007.45068 validation_1-mae:6084.71045 [656] validation_0-mae:5006.56787 validation_1-mae:6084.79199 [657] validation_0-mae:5004.79541 validation_1-mae:6084.62891 [658] validation_0-mae:5002.68018 validation_1-mae:6085.47656 [659] validation_0-mae:5001.30420 validation_1-mae:6086.10156 [660] validation_0-mae:4998.93262 validation_1-mae:6085.82422 [661] validation_0-mae:4997.86670 validation_1-mae:6085.74170 [662] validation_0-mae:4997.04248 validation_1-mae:6086.07812 [663] validation_0-mae:4995.83984 validation_1-mae:6086.29492 [664] validation_0-mae:4994.82568 validation_1-mae:6086.42334 [665] validation_0-mae:4993.45264 validation_1-mae:6085.75732 [666] validation_0-mae:4992.34619 validation_1-mae:6086.24365 [667] validation_0-mae:4991.50293 validation_1-mae:6086.25342 [668] validation_0-mae:4989.74023 validation_1-mae:6085.61816 [669] validation_0-mae:4986.59522 validation_1-mae:6086.15332 [670] validation_0-mae:4985.66748 validation_1-mae:6086.48486 [671] validation_0-mae:4984.11768 validation_1-mae:6086.54150 [672] validation_0-mae:4981.61572 validation_1-mae:6085.19141 [673] validation_0-mae:4979.94141 validation_1-mae:6086.26855 [674] validation_0-mae:4977.63184 validation_1-mae:6085.82227 [675] validation_0-mae:4975.55273 validation_1-mae:6085.55713 [676] validation_0-mae:4974.53809 validation_1-mae:6086.42676 [677] validation_0-mae:4972.28076 validation_1-mae:6086.64551 [678] validation_0-mae:4971.04004 validation_1-mae:6086.00147 [679] validation_0-mae:4969.34863 validation_1-mae:6085.00488 [680] validation_0-mae:4967.99853 validation_1-mae:6084.88770 [681] validation_0-mae:4966.78125 validation_1-mae:6084.29932 [682] validation_0-mae:4966.68311 validation_1-mae:6084.36572 [683] validation_0-mae:4965.80908 validation_1-mae:6084.46777 [684] validation_0-mae:4964.94434 validation_1-mae:6084.21094 [685] validation_0-mae:4963.99023 validation_1-mae:6084.28467 [686] validation_0-mae:4961.88965 validation_1-mae:6083.28369 [687] validation_0-mae:4960.58105 validation_1-mae:6083.17090 [688] validation_0-mae:4958.74902 validation_1-mae:6082.55322 [689] validation_0-mae:4956.21680 validation_1-mae:6081.70117 [690] validation_0-mae:4954.40820 validation_1-mae:6081.25391 [691] validation_0-mae:4950.51172 validation_1-mae:6079.63965 [692] validation_0-mae:4948.65576 validation_1-mae:6079.74707 [693] validation_0-mae:4946.24170 validation_1-mae:6078.32764 [694] validation_0-mae:4945.54590 validation_1-mae:6078.08691 [695] validation_0-mae:4943.42969 validation_1-mae:6077.88428 [696] validation_0-mae:4942.08740 validation_1-mae:6077.65967 [697] validation_0-mae:4941.45215 validation_1-mae:6076.81543 [698] validation_0-mae:4939.34326 validation_1-mae:6076.43701 [699] validation_0-mae:4937.32959 validation_1-mae:6076.25342 [700] validation_0-mae:4935.96533 validation_1-mae:6076.72314 [701] validation_0-mae:4935.12500 validation_1-mae:6076.35889 [702] validation_0-mae:4933.20264 validation_1-mae:6076.40772 [703] validation_0-mae:4932.66309 validation_1-mae:6076.49658 [704] validation_0-mae:4931.11133 validation_1-mae:6076.57959 [705] validation_0-mae:4929.01562 validation_1-mae:6075.66309 [706] validation_0-mae:4927.60010 validation_1-mae:6074.57812 [707] validation_0-mae:4926.61426 validation_1-mae:6075.01904 [708] validation_0-mae:4924.61279 validation_1-mae:6074.38672 [709] validation_0-mae:4923.54834 validation_1-mae:6074.70654 [710] validation_0-mae:4922.43359 validation_1-mae:6074.27490 [711] validation_0-mae:4920.80225 validation_1-mae:6074.18799 [712] validation_0-mae:4918.10889 validation_1-mae:6073.27344 [713] validation_0-mae:4916.81934 validation_1-mae:6074.10596 [714] validation_0-mae:4916.11865 validation_1-mae:6074.44092 [715] validation_0-mae:4914.69189 validation_1-mae:6074.75098 [716] validation_0-mae:4913.64453 validation_1-mae:6074.49512 [717] validation_0-mae:4912.35449 validation_1-mae:6074.34473 [718] validation_0-mae:4910.33057 validation_1-mae:6074.00391 [719] validation_0-mae:4908.68750 validation_1-mae:6074.04395 [720] validation_0-mae:4907.72363 validation_1-mae:6073.82666 [721] validation_0-mae:4906.30371 validation_1-mae:6072.87744 [722] validation_0-mae:4904.96728 validation_1-mae:6072.95752 [723] validation_0-mae:4904.47461 validation_1-mae:6073.59228 [724] validation_0-mae:4901.47412 validation_1-mae:6072.44434 [725] validation_0-mae:4899.79541 validation_1-mae:6072.04297 [726] validation_0-mae:4897.92139 validation_1-mae:6071.96191 [727] validation_0-mae:4896.87647 validation_1-mae:6072.21143 [728] validation_0-mae:4895.32666 validation_1-mae:6072.15088 [729] validation_0-mae:4893.88086 validation_1-mae:6072.15088 [730] validation_0-mae:4893.64648 validation_1-mae:6072.17725 [731] validation_0-mae:4893.11230 validation_1-mae:6071.94727 [732] validation_0-mae:4891.02832 validation_1-mae:6071.51221 [733] validation_0-mae:4890.98291 validation_1-mae:6071.55957 [734] validation_0-mae:4890.65137 validation_1-mae:6071.58984 [735] validation_0-mae:4889.41895 validation_1-mae:6072.07178 [736] validation_0-mae:4888.60205 validation_1-mae:6071.56445 [737] validation_0-mae:4886.34033 validation_1-mae:6070.60840 [738] validation_0-mae:4884.21973 validation_1-mae:6069.86230 [739] validation_0-mae:4883.58594 validation_1-mae:6069.98535 [740] validation_0-mae:4882.19141 validation_1-mae:6069.29004 [741] validation_0-mae:4881.43994 validation_1-mae:6069.49365 [742] validation_0-mae:4880.28955 validation_1-mae:6069.68115 [743] validation_0-mae:4879.20850 validation_1-mae:6069.80664 [744] validation_0-mae:4877.95117 validation_1-mae:6070.55664 [745] validation_0-mae:4876.65039 validation_1-mae:6070.09424 [746] validation_0-mae:4875.50342 validation_1-mae:6070.11230 [747] validation_0-mae:4875.01514 validation_1-mae:6069.96631 [748] validation_0-mae:4873.13525 validation_1-mae:6069.42725 [749] validation_0-mae:4871.86572 validation_1-mae:6069.37207 [750] validation_0-mae:4870.94092 validation_1-mae:6069.55420 [751] validation_0-mae:4869.24609 validation_1-mae:6069.32910 [752] validation_0-mae:4868.79248 validation_1-mae:6069.23486 [753] validation_0-mae:4867.83594 validation_1-mae:6068.38721 [754] validation_0-mae:4867.06885 validation_1-mae:6068.25977 [755] validation_0-mae:4864.97314 validation_1-mae:6068.23389 [756] validation_0-mae:4864.36377 validation_1-mae:6068.41309 [757] validation_0-mae:4863.72363 validation_1-mae:6068.37647 [758] validation_0-mae:4862.51270 validation_1-mae:6068.18848 [759] validation_0-mae:4861.17041 validation_1-mae:6067.37207 [760] validation_0-mae:4860.37158 validation_1-mae:6067.10889 [761] validation_0-mae:4859.23682 validation_1-mae:6066.75830 [762] validation_0-mae:4857.29248 validation_1-mae:6066.72998 [763] validation_0-mae:4855.46094 validation_1-mae:6066.08252 [764] validation_0-mae:4854.27832 validation_1-mae:6066.02832 [765] validation_0-mae:4853.31299 validation_1-mae:6066.09912 [766] validation_0-mae:4850.81592 validation_1-mae:6065.69434 [767] validation_0-mae:4849.93457 validation_1-mae:6065.67285 [768] validation_0-mae:4847.42529 validation_1-mae:6064.72949 [769] validation_0-mae:4845.85547 validation_1-mae:6065.18018 [770] validation_0-mae:4844.89795 validation_1-mae:6065.26270 [771] validation_0-mae:4843.22119 validation_1-mae:6065.31397 [772] validation_0-mae:4841.20166 validation_1-mae:6065.98730 [773] validation_0-mae:4839.48145 validation_1-mae:6065.60840 [774] validation_0-mae:4837.03955 validation_1-mae:6064.06201 [775] validation_0-mae:4835.21436 validation_1-mae:6063.84131 [776] validation_0-mae:4834.05518 validation_1-mae:6064.14600 [777] validation_0-mae:4832.29102 validation_1-mae:6063.47510 [778] validation_0-mae:4830.34717 validation_1-mae:6062.58594 [779] validation_0-mae:4828.72852 validation_1-mae:6063.34228 [780] validation_0-mae:4828.36572 validation_1-mae:6063.24268 [781] validation_0-mae:4827.54004 validation_1-mae:6063.18897 [782] validation_0-mae:4826.43603 validation_1-mae:6063.19141 [783] validation_0-mae:4824.64844 validation_1-mae:6062.76660 [784] validation_0-mae:4823.61084 validation_1-mae:6062.58252 [785] validation_0-mae:4820.53320 validation_1-mae:6062.81103 [786] validation_0-mae:4819.11768 validation_1-mae:6063.28857 [787] validation_0-mae:4816.81445 validation_1-mae:6061.91064 [788] validation_0-mae:4815.55127 validation_1-mae:6061.78467 [789] validation_0-mae:4814.91406 validation_1-mae:6061.81006 [790] validation_0-mae:4812.11621 validation_1-mae:6061.44873 [791] validation_0-mae:4810.59228 validation_1-mae:6060.77637 [792] validation_0-mae:4809.15869 validation_1-mae:6061.19824 [793] validation_0-mae:4807.42041 validation_1-mae:6060.77930 [794] validation_0-mae:4806.57080 validation_1-mae:6060.37744 [795] validation_0-mae:4804.81689 validation_1-mae:6060.32861 [796] validation_0-mae:4802.02637 validation_1-mae:6058.86816 [797] validation_0-mae:4801.03369 validation_1-mae:6058.73779 [798] validation_0-mae:4799.86328 validation_1-mae:6057.22510 [799] validation_0-mae:4798.32764 validation_1-mae:6056.81787 [800] validation_0-mae:4797.09717 validation_1-mae:6056.69629 [801] validation_0-mae:4794.11475 validation_1-mae:6056.28711 [802] validation_0-mae:4792.90918 validation_1-mae:6056.86182 [803] validation_0-mae:4790.65478 validation_1-mae:6055.30127 [804] validation_0-mae:4788.37012 validation_1-mae:6055.30859 [805] validation_0-mae:4786.89990 validation_1-mae:6054.76709 [806] validation_0-mae:4784.63428 validation_1-mae:6054.78076 [807] validation_0-mae:4783.43994 validation_1-mae:6053.91553 [808] validation_0-mae:4781.77100 validation_1-mae:6053.02832 [809] validation_0-mae:4780.26123 validation_1-mae:6053.24853 [810] validation_0-mae:4778.85986 validation_1-mae:6053.20703 [811] validation_0-mae:4777.88867 validation_1-mae:6052.94678 [812] validation_0-mae:4776.36963 validation_1-mae:6053.55859 [813] validation_0-mae:4775.01172 validation_1-mae:6053.99756 [814] validation_0-mae:4773.53076 validation_1-mae:6053.29980 [815] validation_0-mae:4772.24170 validation_1-mae:6052.83545 [816] validation_0-mae:4770.72217 validation_1-mae:6053.14844 [817] validation_0-mae:4769.44580 validation_1-mae:6052.55859 [818] validation_0-mae:4766.94971 validation_1-mae:6052.24902 [819] validation_0-mae:4764.93848 validation_1-mae:6051.68701 [820] validation_0-mae:4763.68213 validation_1-mae:6052.32812 [821] validation_0-mae:4762.41064 validation_1-mae:6051.97314 [822] validation_0-mae:4761.33008 validation_1-mae:6051.95605 [823] validation_0-mae:4760.29639 validation_1-mae:6051.89111 [824] validation_0-mae:4759.61035 validation_1-mae:6052.06397 [825] validation_0-mae:4758.53320 validation_1-mae:6051.50586 [826] validation_0-mae:4758.14062 validation_1-mae:6051.28467 [827] validation_0-mae:4757.77100 validation_1-mae:6051.40478 [828] validation_0-mae:4756.40478 validation_1-mae:6050.90869 [829] validation_0-mae:4754.80420 validation_1-mae:6050.54688 [830] validation_0-mae:4752.99023 validation_1-mae:6050.35205 [831] validation_0-mae:4752.02197 validation_1-mae:6050.46924 [832] validation_0-mae:4751.15478 validation_1-mae:6050.37451 [833] validation_0-mae:4750.34912 validation_1-mae:6050.25928 [834] validation_0-mae:4749.50391 validation_1-mae:6050.19141 [835] validation_0-mae:4748.55859 validation_1-mae:6049.91504 [836] validation_0-mae:4747.59277 validation_1-mae:6050.19824 [837] validation_0-mae:4746.28906 validation_1-mae:6049.46777 [838] validation_0-mae:4745.74853 validation_1-mae:6049.34570 [839] validation_0-mae:4744.18213 validation_1-mae:6048.74561 [840] validation_0-mae:4743.44922 validation_1-mae:6049.02734 [841] validation_0-mae:4742.62451 validation_1-mae:6049.23828 [842] validation_0-mae:4741.65039 validation_1-mae:6049.23438 [843] validation_0-mae:4741.52393 validation_1-mae:6049.40332 [844] validation_0-mae:4740.65332 validation_1-mae:6049.50244 [845] validation_0-mae:4739.10986 validation_1-mae:6048.70801 [846] validation_0-mae:4738.10791 validation_1-mae:6048.68750 [847] validation_0-mae:4737.65478 validation_1-mae:6048.87012 [848] validation_0-mae:4736.67334 validation_1-mae:6049.13867 [849] validation_0-mae:4734.79736 validation_1-mae:6048.87500 [850] validation_0-mae:4734.36621 validation_1-mae:6048.94141 [851] validation_0-mae:4734.13770 validation_1-mae:6048.67773 [852] validation_0-mae:4731.82617 validation_1-mae:6047.95264 [853] validation_0-mae:4730.11475 validation_1-mae:6048.49170 [854] validation_0-mae:4728.52197 validation_1-mae:6047.95850 [855] validation_0-mae:4726.81006 validation_1-mae:6047.14990 [856] validation_0-mae:4723.49365 validation_1-mae:6047.22510 [857] validation_0-mae:4722.70898 validation_1-mae:6047.23828 [858] validation_0-mae:4721.77344 validation_1-mae:6047.40869 [859] validation_0-mae:4719.63379 validation_1-mae:6046.92627 [860] validation_0-mae:4717.49170 validation_1-mae:6046.14355 [861] validation_0-mae:4716.07910 validation_1-mae:6046.13086 [862] validation_0-mae:4715.37647 validation_1-mae:6046.03320 [863] validation_0-mae:4714.24365 validation_1-mae:6045.30273 [864] validation_0-mae:4712.28906 validation_1-mae:6045.22070 [865] validation_0-mae:4710.43750 validation_1-mae:6044.71338 [866] validation_0-mae:4709.83350 validation_1-mae:6044.92529 [867] validation_0-mae:4709.34033 validation_1-mae:6044.89746 [868] validation_0-mae:4709.12549 validation_1-mae:6044.98096 [869] validation_0-mae:4708.87451 validation_1-mae:6044.87500 [870] validation_0-mae:4707.46533 validation_1-mae:6044.91895 [871] validation_0-mae:4706.36182 validation_1-mae:6044.58936 [872] validation_0-mae:4704.80420 validation_1-mae:6044.48535 [873] validation_0-mae:4703.98340 validation_1-mae:6044.15088 [874] validation_0-mae:4702.84082 validation_1-mae:6044.19238 [875] validation_0-mae:4701.02393 validation_1-mae:6043.55859 [876] validation_0-mae:4699.87988 validation_1-mae:6043.93750 [877] validation_0-mae:4699.04639 validation_1-mae:6043.72754 [878] validation_0-mae:4698.25781 validation_1-mae:6043.53662 [879] validation_0-mae:4695.17773 validation_1-mae:6042.82959 [880] validation_0-mae:4693.37109 validation_1-mae:6043.18848 [881] validation_0-mae:4691.21728 validation_1-mae:6042.66699 [882] validation_0-mae:4689.36084 validation_1-mae:6043.28809 [883] validation_0-mae:4687.86182 validation_1-mae:6043.37207 [884] validation_0-mae:4687.31006 validation_1-mae:6043.50635 [885] validation_0-mae:4686.02930 validation_1-mae:6043.65820 [886] validation_0-mae:4684.96387 validation_1-mae:6043.77930 [887] validation_0-mae:4683.81299 validation_1-mae:6043.73291 [888] validation_0-mae:4682.51514 validation_1-mae:6044.06885 [889] validation_0-mae:4681.13965 validation_1-mae:6045.11084 [890] validation_0-mae:4679.87647 validation_1-mae:6044.69775 [891] validation_0-mae:4678.84863 validation_1-mae:6044.55566 [892] validation_0-mae:4677.46631 validation_1-mae:6045.12109 [893] validation_0-mae:4675.91309 validation_1-mae:6043.45557 [894] validation_0-mae:4672.97412 validation_1-mae:6041.70215 [895] validation_0-mae:4670.85254 validation_1-mae:6041.59326 [896] validation_0-mae:4669.32812 validation_1-mae:6041.56543 [897] validation_0-mae:4667.48242 validation_1-mae:6041.50000 [898] validation_0-mae:4666.04102 validation_1-mae:6041.08789 [899] validation_0-mae:4664.52881 validation_1-mae:6039.90527 [900] validation_0-mae:4663.47754 validation_1-mae:6039.60107 [901] validation_0-mae:4661.49561 validation_1-mae:6040.52344 [902] validation_0-mae:4660.16895 validation_1-mae:6040.39795 [903] validation_0-mae:4658.00098 validation_1-mae:6040.06299 [904] validation_0-mae:4657.13770 validation_1-mae:6040.15381 [905] validation_0-mae:4655.75977 validation_1-mae:6040.18311 [906] validation_0-mae:4654.66406 validation_1-mae:6039.99170 [907] validation_0-mae:4654.11719 validation_1-mae:6039.87939 [908] validation_0-mae:4653.20947 validation_1-mae:6039.91309 [909] validation_0-mae:4651.74463 validation_1-mae:6038.59033 [910] validation_0-mae:4650.61133 validation_1-mae:6038.25635 [911] validation_0-mae:4649.54492 validation_1-mae:6037.93262 [912] validation_0-mae:4648.28711 validation_1-mae:6038.76807 [913] validation_0-mae:4647.00635 validation_1-mae:6038.81201 [914] validation_0-mae:4645.12549 validation_1-mae:6038.11572 [915] validation_0-mae:4644.44189 validation_1-mae:6038.61523 [916] validation_0-mae:4642.91211 validation_1-mae:6038.20703 [917] validation_0-mae:4641.71875 validation_1-mae:6037.78662 [918] validation_0-mae:4641.27246 validation_1-mae:6038.01025 [919] validation_0-mae:4640.04395 validation_1-mae:6037.79932 [920] validation_0-mae:4639.26123 validation_1-mae:6037.87451 [921] validation_0-mae:4638.49365 validation_1-mae:6038.30420 [922] validation_0-mae:4636.78369 validation_1-mae:6037.77637 [923] validation_0-mae:4635.68848 validation_1-mae:6037.77393 [924] validation_0-mae:4635.00147 validation_1-mae:6037.74072 [925] validation_0-mae:4633.69678 validation_1-mae:6037.67578 [926] validation_0-mae:4633.43848 validation_1-mae:6037.59424 [927] validation_0-mae:4632.82227 validation_1-mae:6037.74365 [928] validation_0-mae:4631.81152 validation_1-mae:6037.60449 [929] validation_0-mae:4631.32617 validation_1-mae:6037.15723 [930] validation_0-mae:4630.95703 validation_1-mae:6037.45557 [931] validation_0-mae:4630.27978 validation_1-mae:6037.83252 [932] validation_0-mae:4630.13135 validation_1-mae:6037.80664 [933] validation_0-mae:4629.07568 validation_1-mae:6037.40820 [934] validation_0-mae:4628.15772 validation_1-mae:6037.41113 [935] validation_0-mae:4626.40576 validation_1-mae:6037.33447 [936] validation_0-mae:4624.58691 validation_1-mae:6037.14502 [937] validation_0-mae:4622.19385 validation_1-mae:6035.91943 [938] validation_0-mae:4619.88086 validation_1-mae:6035.51904 [939] validation_0-mae:4619.11182 validation_1-mae:6035.62353 [940] validation_0-mae:4617.30664 validation_1-mae:6035.29004 [941] validation_0-mae:4615.91162 validation_1-mae:6035.30273 [942] validation_0-mae:4614.65918 validation_1-mae:6035.10645 [943] validation_0-mae:4613.40332 validation_1-mae:6035.38916 [944] validation_0-mae:4613.07422 validation_1-mae:6035.28906 [945] validation_0-mae:4611.34912 validation_1-mae:6034.86279 [946] validation_0-mae:4609.27148 validation_1-mae:6034.36035 [947] validation_0-mae:4607.46826 validation_1-mae:6033.66406 [948] validation_0-mae:4605.34228 validation_1-mae:6033.04443 [949] validation_0-mae:4604.18066 validation_1-mae:6032.40186 [950] validation_0-mae:4601.87891 validation_1-mae:6032.43652 [951] validation_0-mae:4600.58496 validation_1-mae:6032.98047 [952] validation_0-mae:4598.93555 validation_1-mae:6033.07812 [953] validation_0-mae:4598.34033 validation_1-mae:6032.83789 [954] validation_0-mae:4597.11768 validation_1-mae:6032.54688 [955] validation_0-mae:4596.71289 validation_1-mae:6032.43945 [956] validation_0-mae:4595.61865 validation_1-mae:6032.83789 [957] validation_0-mae:4594.33252 validation_1-mae:6032.17871 [958] validation_0-mae:4593.51074 validation_1-mae:6032.28955 [959] validation_0-mae:4592.59570 validation_1-mae:6032.24756 [960] validation_0-mae:4590.85547 validation_1-mae:6031.88867 [961] validation_0-mae:4590.14990 validation_1-mae:6032.11914 [962] validation_0-mae:4588.24902 validation_1-mae:6032.02881 [963] validation_0-mae:4586.66211 validation_1-mae:6031.30908 [964] validation_0-mae:4586.00391 validation_1-mae:6030.91602 [965] validation_0-mae:4585.92773 validation_1-mae:6030.93799 [966] validation_0-mae:4585.01709 validation_1-mae:6030.96143 [967] validation_0-mae:4584.34375 validation_1-mae:6030.95605 [968] validation_0-mae:4583.93701 validation_1-mae:6030.73096 [969] validation_0-mae:4583.26758 validation_1-mae:6030.95166 [970] validation_0-mae:4582.48926 validation_1-mae:6031.15625 [971] validation_0-mae:4581.61377 validation_1-mae:6031.04980 [972] validation_0-mae:4579.68164 validation_1-mae:6031.96143 [973] validation_0-mae:4577.64990 validation_1-mae:6031.41846 [974] validation_0-mae:4575.92676 validation_1-mae:6030.77490 [975] validation_0-mae:4574.26367 validation_1-mae:6030.81250 [976] validation_0-mae:4573.38184 validation_1-mae:6030.54004 [977] validation_0-mae:4572.20215 validation_1-mae:6030.76660 [978] validation_0-mae:4570.17920 validation_1-mae:6029.75537 [979] validation_0-mae:4567.83643 validation_1-mae:6029.60693 [980] validation_0-mae:4566.22119 validation_1-mae:6030.19385 [981] validation_0-mae:4565.49170 validation_1-mae:6029.91064 [982] validation_0-mae:4563.64453 validation_1-mae:6030.97314 [983] validation_0-mae:4562.66797 validation_1-mae:6030.94629 [984] validation_0-mae:4561.56641 validation_1-mae:6030.90039 [985] validation_0-mae:4560.49561 validation_1-mae:6030.38525 [986] validation_0-mae:4559.50147 validation_1-mae:6029.78857 [987] validation_0-mae:4558.19678 validation_1-mae:6029.33984 [988] validation_0-mae:4557.12061 validation_1-mae:6029.47803 [989] validation_0-mae:4555.79346 validation_1-mae:6029.21094 [990] validation_0-mae:4554.74902 validation_1-mae:6029.36328 [991] validation_0-mae:4554.02197 validation_1-mae:6029.40820 [992] validation_0-mae:4553.33057 validation_1-mae:6029.50488 [993] validation_0-mae:4552.56982 validation_1-mae:6029.66650 [994] validation_0-mae:4552.05664 validation_1-mae:6029.79248 [995] validation_0-mae:4551.79980 validation_1-mae:6030.00147 [996] validation_0-mae:4551.09766 validation_1-mae:6029.98242 [997] validation_0-mae:4547.12500 validation_1-mae:6029.27295 [998] validation_0-mae:4545.59473 validation_1-mae:6028.93115 [999] validation_0-mae:4543.86230 validation_1-mae:6029.64355 [1000] validation_0-mae:4542.45654 validation_1-mae:6030.13477 [1001] validation_0-mae:4541.38965 validation_1-mae:6029.35254 [1002] validation_0-mae:4539.45752 validation_1-mae:6027.97363 [1003] validation_0-mae:4538.46680 validation_1-mae:6027.77539 [1004] validation_0-mae:4536.73828 validation_1-mae:6027.18359 [1005] validation_0-mae:4534.64551 validation_1-mae:6026.82080 [1006] validation_0-mae:4532.98730 validation_1-mae:6027.08643 [1007] validation_0-mae:4531.19434 validation_1-mae:6026.99707 [1008] validation_0-mae:4529.76367 validation_1-mae:6027.58545 [1009] validation_0-mae:4528.08203 validation_1-mae:6027.25781 [1010] validation_0-mae:4525.96387 validation_1-mae:6027.29688 [1011] validation_0-mae:4524.15576 validation_1-mae:6026.19482 [1012] validation_0-mae:4522.96143 validation_1-mae:6026.07520 [1013] validation_0-mae:4521.64941 validation_1-mae:6025.57324 [1014] validation_0-mae:4520.75928 validation_1-mae:6025.71533 [1015] validation_0-mae:4519.62207 validation_1-mae:6025.40576 [1016] validation_0-mae:4517.54004 validation_1-mae:6024.31055 [1017] validation_0-mae:4516.59326 validation_1-mae:6024.42285 [1018] validation_0-mae:4515.10449 validation_1-mae:6024.01514 [1019] validation_0-mae:4514.17480 validation_1-mae:6023.76318 [1020] validation_0-mae:4513.50342 validation_1-mae:6023.80908 [1021] validation_0-mae:4512.23145 validation_1-mae:6023.78906 [1022] validation_0-mae:4511.25537 validation_1-mae:6023.73633 [1023] validation_0-mae:4509.43115 validation_1-mae:6023.52002 [1024] validation_0-mae:4508.04834 validation_1-mae:6023.44531 [1025] validation_0-mae:4507.33252 validation_1-mae:6023.41455 [1026] validation_0-mae:4506.07568 validation_1-mae:6023.23682 [1027] validation_0-mae:4504.87012 validation_1-mae:6022.88086 [1028] validation_0-mae:4503.41699 validation_1-mae:6022.04785 [1029] validation_0-mae:4501.94922 validation_1-mae:6021.95703 [1030] validation_0-mae:4500.81543 validation_1-mae:6021.87939 [1031] validation_0-mae:4499.52539 validation_1-mae:6021.88574 [1032] validation_0-mae:4499.14746 validation_1-mae:6021.74512 [1033] validation_0-mae:4498.64746 validation_1-mae:6021.93018 [1034] validation_0-mae:4497.71973 validation_1-mae:6021.55273 [1035] validation_0-mae:4495.91016 validation_1-mae:6021.77197 [1036] validation_0-mae:4494.69336 validation_1-mae:6021.66064 [1037] validation_0-mae:4493.53320 validation_1-mae:6021.83838 [1038] validation_0-mae:4491.24951 validation_1-mae:6022.57422 [1039] validation_0-mae:4490.22559 validation_1-mae:6022.72461 [1040] validation_0-mae:4488.31152 validation_1-mae:6022.73291 [1041] validation_0-mae:4487.44531 validation_1-mae:6022.42822 [1042] validation_0-mae:4485.54590 validation_1-mae:6022.83447 [1043] validation_0-mae:4483.59570 validation_1-mae:6022.28760 [1044] validation_0-mae:4482.19141 validation_1-mae:6022.98926 [1045] validation_0-mae:4481.17773 validation_1-mae:6022.89453 [1046] validation_0-mae:4480.52344 validation_1-mae:6022.84277 [1047] validation_0-mae:4479.42090 validation_1-mae:6022.78320 [1048] validation_0-mae:4478.52295 validation_1-mae:6023.00928 [1049] validation_0-mae:4477.97900 validation_1-mae:6023.18213 [1050] validation_0-mae:4476.90674 validation_1-mae:6022.75000 [1051] validation_0-mae:4475.94971 validation_1-mae:6022.56494 [1052] validation_0-mae:4474.59961 validation_1-mae:6021.74170 [1053] validation_0-mae:4473.85400 validation_1-mae:6021.63672 [1054] validation_0-mae:4472.85352 validation_1-mae:6021.50635 [1055] validation_0-mae:4471.16162 validation_1-mae:6021.01611 [1056] validation_0-mae:4469.89258 validation_1-mae:6021.24170 [1057] validation_0-mae:4469.14990 validation_1-mae:6021.54199 [1058] validation_0-mae:4468.59473 validation_1-mae:6021.35547 [1059] validation_0-mae:4468.15576 validation_1-mae:6020.95605 [1060] validation_0-mae:4467.01904 validation_1-mae:6020.25537 [1061] validation_0-mae:4465.72510 validation_1-mae:6019.18994 [1062] validation_0-mae:4464.64893 validation_1-mae:6018.98633 [1063] validation_0-mae:4463.55420 validation_1-mae:6018.73486 [1064] validation_0-mae:4462.23779 validation_1-mae:6019.02978 [1065] validation_0-mae:4461.79590 validation_1-mae:6019.10400 [1066] validation_0-mae:4460.43408 validation_1-mae:6019.24512 [1067] validation_0-mae:4459.70020 validation_1-mae:6019.18115 [1068] validation_0-mae:4458.61768 validation_1-mae:6019.45264 [1069] validation_0-mae:4457.29932 validation_1-mae:6019.22266 [1070] validation_0-mae:4456.36084 validation_1-mae:6019.19482 [1071] validation_0-mae:4455.34033 validation_1-mae:6019.74023 [1072] validation_0-mae:4455.08154 validation_1-mae:6019.67871 [1073] validation_0-mae:4452.89258 validation_1-mae:6019.59766 [1074] validation_0-mae:4451.93018 validation_1-mae:6019.30469 [1075] validation_0-mae:4451.28369 validation_1-mae:6019.20117 [1076] validation_0-mae:4450.78711 validation_1-mae:6019.12256 [1077] validation_0-mae:4449.48633 validation_1-mae:6019.14111 [1078] validation_0-mae:4448.84668 validation_1-mae:6019.10986 [1079] validation_0-mae:4448.14453 validation_1-mae:6019.68262 [1080] validation_0-mae:4447.26270 validation_1-mae:6019.63379 [1081] validation_0-mae:4445.05127 validation_1-mae:6019.59912 [1082] validation_0-mae:4444.27783 validation_1-mae:6018.66943 [1083] validation_0-mae:4443.34473 validation_1-mae:6018.62305 [1084] validation_0-mae:4442.71680 validation_1-mae:6018.74561 [1085] validation_0-mae:4441.27441 validation_1-mae:6019.12012 [1086] validation_0-mae:4440.59375 validation_1-mae:6018.97217 [1087] validation_0-mae:4440.24316 validation_1-mae:6018.81787 [1088] validation_0-mae:4439.37402 validation_1-mae:6018.41162 [1089] validation_0-mae:4438.54541 validation_1-mae:6018.62647 [1090] validation_0-mae:4437.79346 validation_1-mae:6018.12598 [1091] validation_0-mae:4436.10107 validation_1-mae:6017.84863 [1092] validation_0-mae:4434.29688 validation_1-mae:6018.56055 [1093] validation_0-mae:4432.88770 validation_1-mae:6019.68164 [1094] validation_0-mae:4431.63916 validation_1-mae:6019.22022 [1095] validation_0-mae:4430.30615 validation_1-mae:6018.99414 [1096] validation_0-mae:4428.93799 validation_1-mae:6018.57666 [1097] validation_0-mae:4427.77393 validation_1-mae:6018.59814 [1098] validation_0-mae:4426.57227 validation_1-mae:6018.81543 [1099] validation_0-mae:4425.09814 validation_1-mae:6018.69971 [1100] validation_0-mae:4424.28564 validation_1-mae:6018.57031 [1101] validation_0-mae:4423.92578 validation_1-mae:6018.56982 [1102] validation_0-mae:4422.69873 validation_1-mae:6018.34033 [1103] validation_0-mae:4422.56592 validation_1-mae:6018.23779 [1104] validation_0-mae:4421.59033 validation_1-mae:6017.84668 [1105] validation_0-mae:4419.73828 validation_1-mae:6017.62109 [1106] validation_0-mae:4418.09570 validation_1-mae:6017.08984 [1107] validation_0-mae:4416.93115 validation_1-mae:6017.32666 [1108] validation_0-mae:4415.71973 validation_1-mae:6017.20996 [1109] validation_0-mae:4415.06885 validation_1-mae:6017.31787 [1110] validation_0-mae:4414.60156 validation_1-mae:6017.27686 [1111] validation_0-mae:4414.10645 validation_1-mae:6017.06738 [1112] validation_0-mae:4413.34326 validation_1-mae:6016.57568 [1113] validation_0-mae:4412.76514 validation_1-mae:6016.43018 [1114] validation_0-mae:4412.20166 validation_1-mae:6016.37158 [1115] validation_0-mae:4412.07520 validation_1-mae:6016.40332 [1116] validation_0-mae:4411.99316 validation_1-mae:6016.41016 [1117] validation_0-mae:4410.63867 validation_1-mae:6016.28027 [1118] validation_0-mae:4409.67334 validation_1-mae:6016.70703 [1119] validation_0-mae:4408.45361 validation_1-mae:6016.80078 [1120] validation_0-mae:4407.32422 validation_1-mae:6016.60547 [1121] validation_0-mae:4406.46973 validation_1-mae:6016.31103 [1122] validation_0-mae:4404.80664 validation_1-mae:6016.27197 [1123] validation_0-mae:4402.54980 validation_1-mae:6016.40430 [1124] validation_0-mae:4401.75098 validation_1-mae:6016.65576 [1125] validation_0-mae:4400.02148 validation_1-mae:6015.93408 [1126] validation_0-mae:4398.98926 validation_1-mae:6015.76123 [1127] validation_0-mae:4397.35693 validation_1-mae:6014.88818 [1128] validation_0-mae:4396.19189 validation_1-mae:6015.06836 [1129] validation_0-mae:4395.43115 validation_1-mae:6015.08105 [1130] validation_0-mae:4394.96973 validation_1-mae:6015.04248 [1131] validation_0-mae:4393.91748 validation_1-mae:6014.47168 [1132] validation_0-mae:4392.62451 validation_1-mae:6014.18164 [1133] validation_0-mae:4391.07715 validation_1-mae:6013.68555 [1134] validation_0-mae:4390.22070 validation_1-mae:6013.87793 [1135] validation_0-mae:4389.40869 validation_1-mae:6013.45801 [1136] validation_0-mae:4388.18164 validation_1-mae:6013.49658 [1137] validation_0-mae:4387.43311 validation_1-mae:6013.20508 [1138] validation_0-mae:4386.09766 validation_1-mae:6012.50732 [1139] validation_0-mae:4385.23633 validation_1-mae:6012.67725 [1140] validation_0-mae:4384.34082 validation_1-mae:6011.94824 [1141] validation_0-mae:4383.57520 validation_1-mae:6011.69092 [1142] validation_0-mae:4382.90430 validation_1-mae:6011.94775 [1143] validation_0-mae:4381.91748 validation_1-mae:6011.94092 [1144] validation_0-mae:4380.36963 validation_1-mae:6012.14453 [1145] validation_0-mae:4379.72217 validation_1-mae:6011.75684 [1146] validation_0-mae:4378.38428 validation_1-mae:6012.13867 [1147] validation_0-mae:4377.71094 validation_1-mae:6012.05664 [1148] validation_0-mae:4376.81738 validation_1-mae:6011.93701 [1149] validation_0-mae:4375.66455 validation_1-mae:6011.73730 [1150] validation_0-mae:4374.97998 validation_1-mae:6011.55957 [1151] validation_0-mae:4373.37988 validation_1-mae:6011.14502 [1152] validation_0-mae:4372.70020 validation_1-mae:6011.13037 [1153] validation_0-mae:4371.87744 validation_1-mae:6010.98682 [1154] validation_0-mae:4370.99023 validation_1-mae:6011.12500 [1155] validation_0-mae:4369.57324 validation_1-mae:6011.04248 [1156] validation_0-mae:4367.75537 validation_1-mae:6010.94678 [1157] validation_0-mae:4367.10059 validation_1-mae:6010.65869 [1158] validation_0-mae:4365.69287 validation_1-mae:6010.38867 [1159] validation_0-mae:4363.72559 validation_1-mae:6009.77832 [1160] validation_0-mae:4363.38672 validation_1-mae:6009.83594 [1161] validation_0-mae:4363.07471 validation_1-mae:6009.45068 [1162] validation_0-mae:4361.62842 validation_1-mae:6009.03272 [1163] validation_0-mae:4360.24707 validation_1-mae:6008.59570 [1164] validation_0-mae:4359.54395 validation_1-mae:6008.60742 [1165] validation_0-mae:4358.28857 validation_1-mae:6008.82715 [1166] validation_0-mae:4357.24170 validation_1-mae:6008.75342 [1167] validation_0-mae:4356.56494 validation_1-mae:6008.89746 [1168] validation_0-mae:4355.02295 validation_1-mae:6008.63818 [1169] validation_0-mae:4353.63428 validation_1-mae:6008.91113 [1170] validation_0-mae:4351.99609 validation_1-mae:6008.68652 [1171] validation_0-mae:4350.93848 validation_1-mae:6008.62305 [1172] validation_0-mae:4349.35742 validation_1-mae:6008.22217 [1173] validation_0-mae:4348.62012 validation_1-mae:6008.10791 [1174] validation_0-mae:4346.49219 validation_1-mae:6008.33057 [1175] validation_0-mae:4346.13379 validation_1-mae:6008.59766 [1176] validation_0-mae:4345.00098 validation_1-mae:6008.74951 [1177] validation_0-mae:4344.40478 validation_1-mae:6008.62451 [1178] validation_0-mae:4343.84961 validation_1-mae:6008.27344 [1179] validation_0-mae:4342.72852 validation_1-mae:6007.61914 [1180] validation_0-mae:4342.00195 validation_1-mae:6007.76074 [1181] validation_0-mae:4341.22705 validation_1-mae:6007.49219 [1182] validation_0-mae:4340.59473 validation_1-mae:6007.46191 [1183] validation_0-mae:4339.02539 validation_1-mae:6006.85938 [1184] validation_0-mae:4337.60400 validation_1-mae:6007.08203 [1185] validation_0-mae:4336.03809 validation_1-mae:6007.47559 [1186] validation_0-mae:4334.38135 validation_1-mae:6006.73877 [1187] validation_0-mae:4333.10400 validation_1-mae:6007.07959 [1188] validation_0-mae:4331.93555 validation_1-mae:6007.15088 [1189] validation_0-mae:4330.48096 validation_1-mae:6007.01221 [1190] validation_0-mae:4329.90772 validation_1-mae:6006.80664 [1191] validation_0-mae:4328.30615 validation_1-mae:6006.72266 [1192] validation_0-mae:4327.28467 validation_1-mae:6006.51221 [1193] validation_0-mae:4326.00342 validation_1-mae:6006.71875 [1194] validation_0-mae:4323.69287 validation_1-mae:6006.54053 [1195] validation_0-mae:4322.86475 validation_1-mae:6006.85303 [1196] validation_0-mae:4321.88281 validation_1-mae:6006.75147 [1197] validation_0-mae:4320.27490 validation_1-mae:6007.51855 [1198] validation_0-mae:4318.67773 validation_1-mae:6007.77295 [1199] validation_0-mae:4317.61035 validation_1-mae:6007.74072 [1200] validation_0-mae:4316.99316 validation_1-mae:6007.75391 [1201] validation_0-mae:4315.74463 validation_1-mae:6007.52002 [1202] validation_0-mae:4315.32324 validation_1-mae:6007.54492 [1203] validation_0-mae:4313.79150 validation_1-mae:6007.40918 [1204] validation_0-mae:4313.09619 validation_1-mae:6006.99316 [1205] validation_0-mae:4312.82666 validation_1-mae:6006.93799 [1206] validation_0-mae:4312.65576 validation_1-mae:6007.08936 [1207] validation_0-mae:4311.93262 validation_1-mae:6007.17676 [1208] validation_0-mae:4311.14209 validation_1-mae:6007.26221 [1209] validation_0-mae:4309.69971 validation_1-mae:6007.14062 [1210] validation_0-mae:4307.83643 validation_1-mae:6007.17383 [1211] validation_0-mae:4307.05518 validation_1-mae:6007.07666 [1212] validation_0-mae:4306.54297 validation_1-mae:6006.71680 [1213] validation_0-mae:4306.11963 validation_1-mae:6006.38721 [1214] validation_0-mae:4305.45703 validation_1-mae:6006.13086 [1215] validation_0-mae:4304.46728 validation_1-mae:6006.04297 [1216] validation_0-mae:4302.71387 validation_1-mae:6005.08203 [1217] validation_0-mae:4301.31152 validation_1-mae:6004.88525 [1218] validation_0-mae:4300.16406 validation_1-mae:6004.37939 [1219] validation_0-mae:4299.64062 validation_1-mae:6004.37988 [1220] validation_0-mae:4298.49365 validation_1-mae:6004.04053 [1221] validation_0-mae:4298.06934 validation_1-mae:6004.23096 [1222] validation_0-mae:4297.35107 validation_1-mae:6004.18799 [1223] validation_0-mae:4296.53564 validation_1-mae:6004.18994 [1224] validation_0-mae:4295.60303 validation_1-mae:6003.64697 [1225] validation_0-mae:4294.23291 validation_1-mae:6004.05176 [1226] validation_0-mae:4293.47510 validation_1-mae:6004.23096 [1227] validation_0-mae:4292.64795 validation_1-mae:6004.19824 [1228] validation_0-mae:4292.45020 validation_1-mae:6004.27393 [1229] validation_0-mae:4291.75830 validation_1-mae:6004.74072 [1230] validation_0-mae:4290.53369 validation_1-mae:6004.82520 [1231] validation_0-mae:4289.34717 validation_1-mae:6004.81885 [1232] validation_0-mae:4287.83545 validation_1-mae:6004.11133 [1233] validation_0-mae:4286.17432 validation_1-mae:6003.49609 [1234] validation_0-mae:4285.32666 validation_1-mae:6003.51904 [1235] validation_0-mae:4283.99463 validation_1-mae:6003.65674 [1236] validation_0-mae:4283.17676 validation_1-mae:6003.65478 [1237] validation_0-mae:4282.36426 validation_1-mae:6003.81885 [1238] validation_0-mae:4281.54443 validation_1-mae:6003.74853 [1239] validation_0-mae:4280.95166 validation_1-mae:6003.42627 [1240] validation_0-mae:4280.17871 validation_1-mae:6003.73242 [1241] validation_0-mae:4279.30029 validation_1-mae:6004.12793 [1242] validation_0-mae:4279.26953 validation_1-mae:6004.15918 [1243] validation_0-mae:4277.37647 validation_1-mae:6004.32861 [1244] validation_0-mae:4275.77100 validation_1-mae:6004.73584 [1245] validation_0-mae:4274.63623 validation_1-mae:6004.61523 [1246] validation_0-mae:4273.83594 validation_1-mae:6004.72119 [1247] validation_0-mae:4272.84522 validation_1-mae:6005.20850 [1248] validation_0-mae:4272.13330 validation_1-mae:6005.40088 [1249] validation_0-mae:4270.56982 validation_1-mae:6005.30469 [1250] validation_0-mae:4269.84814 validation_1-mae:6005.82373 [1251] validation_0-mae:4269.22314 validation_1-mae:6005.79834 [1252] validation_0-mae:4268.00928 validation_1-mae:6005.79932 [1253] validation_0-mae:4266.79834 validation_1-mae:6005.20947 [1254] validation_0-mae:4265.55078 validation_1-mae:6005.01953 [1255] validation_0-mae:4264.30078 validation_1-mae:6004.77637 [1256] validation_0-mae:4263.48096 validation_1-mae:6004.66064 [1257] validation_0-mae:4262.78564 validation_1-mae:6004.55811 [1258] validation_0-mae:4261.72217 validation_1-mae:6004.73779 [1259] validation_0-mae:4260.99756 validation_1-mae:6004.62353 [1260] validation_0-mae:4260.07520 validation_1-mae:6004.27197 [1261] validation_0-mae:4259.70117 validation_1-mae:6004.41943 [1262] validation_0-mae:4258.98535 validation_1-mae:6004.04395 [1263] validation_0-mae:4257.78027 validation_1-mae:6003.95264 [1264] validation_0-mae:4256.74707 validation_1-mae:6004.27588 [1265] validation_0-mae:4255.98926 validation_1-mae:6005.15039 [1266] validation_0-mae:4254.48730 validation_1-mae:6004.95898 [1267] validation_0-mae:4253.82715 validation_1-mae:6005.20264 [1268] validation_0-mae:4253.66602 validation_1-mae:6005.05811 [1269] validation_0-mae:4252.52441 validation_1-mae:6004.96728 [1270] validation_0-mae:4251.40625 validation_1-mae:6004.58105 [1271] validation_0-mae:4249.34619 validation_1-mae:6004.04834 [1272] validation_0-mae:4248.01318 validation_1-mae:6003.63281 [1273] validation_0-mae:4246.71191 validation_1-mae:6003.48291 [1274] validation_0-mae:4245.92627 validation_1-mae:6003.12207 [1275] validation_0-mae:4245.63086 validation_1-mae:6003.23438 [1276] validation_0-mae:4245.10938 validation_1-mae:6003.31055 [1277] validation_0-mae:4243.53467 validation_1-mae:6003.44238 [1278] validation_0-mae:4242.33057 validation_1-mae:6004.02100 [1279] validation_0-mae:4241.84522 validation_1-mae:6003.95312 [1280] validation_0-mae:4241.72510 validation_1-mae:6003.88574 [1281] validation_0-mae:4240.73779 validation_1-mae:6004.24121 [1282] validation_0-mae:4240.30518 validation_1-mae:6003.88770 [1283] validation_0-mae:4239.35156 validation_1-mae:6004.55664 [1284] validation_0-mae:4238.21191 validation_1-mae:6004.27246 [1285] validation_0-mae:4237.14258 validation_1-mae:6004.00342 [1286] validation_0-mae:4235.66943 validation_1-mae:6004.38037 [1287] validation_0-mae:4235.31152 validation_1-mae:6004.07227 [1288] validation_0-mae:4234.42188 validation_1-mae:6004.24121 [1289] validation_0-mae:4232.88330 validation_1-mae:6003.66553 [1290] validation_0-mae:4232.17139 validation_1-mae:6003.30029 [1291] validation_0-mae:4229.76270 validation_1-mae:6003.27344 [1292] validation_0-mae:4229.27344 validation_1-mae:6003.30957 [1293] validation_0-mae:4228.23779 validation_1-mae:6003.36865 [1294] validation_0-mae:4227.47705 validation_1-mae:6002.87598 [1295] validation_0-mae:4226.78125 validation_1-mae:6002.88916 [1296] validation_0-mae:4225.62647 validation_1-mae:6002.70557 [1297] validation_0-mae:4225.02051 validation_1-mae:6002.53174 [1298] validation_0-mae:4224.68018 validation_1-mae:6002.36865 [1299] validation_0-mae:4223.84570 validation_1-mae:6002.40430 [1300] validation_0-mae:4223.17285 validation_1-mae:6002.13184 [1301] validation_0-mae:4222.12109 validation_1-mae:6001.82666 [1302] validation_0-mae:4220.76904 validation_1-mae:6001.83398 [1303] validation_0-mae:4219.49951 validation_1-mae:6001.18457 [1304] validation_0-mae:4218.26221 validation_1-mae:6000.44873 [1305] validation_0-mae:4217.49414 validation_1-mae:6000.62158 [1306] validation_0-mae:4216.99658 validation_1-mae:6000.58447 [1307] validation_0-mae:4216.63867 validation_1-mae:6000.65088 [1308] validation_0-mae:4215.75684 validation_1-mae:6000.62207 [1309] validation_0-mae:4214.81689 validation_1-mae:6000.76514 [1310] validation_0-mae:4214.65186 validation_1-mae:6000.78320 [1311] validation_0-mae:4213.99756 validation_1-mae:6000.32275 [1312] validation_0-mae:4212.86816 validation_1-mae:6000.03564 [1313] validation_0-mae:4211.45801 validation_1-mae:5999.57666 [1314] validation_0-mae:4210.39697 validation_1-mae:5999.65869 [1315] validation_0-mae:4209.30176 validation_1-mae:5999.81055 [1316] validation_0-mae:4208.13379 validation_1-mae:5999.83594 [1317] validation_0-mae:4207.32520 validation_1-mae:6000.04834 [1318] validation_0-mae:4206.62451 validation_1-mae:6000.08545 [1319] validation_0-mae:4205.25098 validation_1-mae:5999.35938 [1320] validation_0-mae:4203.99414 validation_1-mae:6000.01953 [1321] validation_0-mae:4203.33301 validation_1-mae:5999.92676 [1322] validation_0-mae:4202.48633 validation_1-mae:6000.11865 [1323] validation_0-mae:4201.90576 validation_1-mae:6000.26758 [1324] validation_0-mae:4201.14844 validation_1-mae:6000.01611 [1325] validation_0-mae:4200.03613 validation_1-mae:5999.89746 [1326] validation_0-mae:4198.92920 validation_1-mae:6000.00928 [1327] validation_0-mae:4198.03760 validation_1-mae:6000.11719 [1328] validation_0-mae:4197.66016 validation_1-mae:6000.15918 [1329] validation_0-mae:4196.90186 validation_1-mae:6000.15332 [1330] validation_0-mae:4195.02881 validation_1-mae:6000.47119 [1331] validation_0-mae:4194.13916 validation_1-mae:6000.08643 [1332] validation_0-mae:4192.48242 validation_1-mae:6000.28467 [1333] validation_0-mae:4190.95947 validation_1-mae:6000.04688 [1334] validation_0-mae:4190.49853 validation_1-mae:6000.04834 [1335] validation_0-mae:4189.21191 validation_1-mae:5999.97217 [1336] validation_0-mae:4188.80225 validation_1-mae:6000.03809 [1337] validation_0-mae:4188.31982 validation_1-mae:6000.05127 [1338] validation_0-mae:4188.17188 validation_1-mae:6000.03662 [1339] validation_0-mae:4187.19043 validation_1-mae:6000.03613 [1340] validation_0-mae:4186.77295 validation_1-mae:6000.13965 [1341] validation_0-mae:4186.23779 validation_1-mae:5999.92432 [1342] validation_0-mae:4184.94287 validation_1-mae:5999.62256 [1343] validation_0-mae:4183.29932 validation_1-mae:5999.29492 [1344] validation_0-mae:4181.87012 validation_1-mae:6000.51953 [1345] validation_0-mae:4180.93018 validation_1-mae:6000.95020 [1346] validation_0-mae:4180.23975 validation_1-mae:6000.89209 [1347] validation_0-mae:4179.57520 validation_1-mae:6000.71387 [1348] validation_0-mae:4179.01172 validation_1-mae:6000.55908 [1349] validation_0-mae:4178.10107 validation_1-mae:6000.50147 [1350] validation_0-mae:4175.93555 validation_1-mae:6001.00391 [1351] validation_0-mae:4175.51172 validation_1-mae:6001.02734 [1352] validation_0-mae:4174.87891 validation_1-mae:6000.97119 [1353] validation_0-mae:4174.03320 validation_1-mae:6001.38232 [1354] validation_0-mae:4173.31738 validation_1-mae:6001.45410 [1355] validation_0-mae:4172.42773 validation_1-mae:6001.33740 [1356] validation_0-mae:4171.82959 validation_1-mae:6001.27930 [1357] validation_0-mae:4171.52783 validation_1-mae:6001.32227 [1358] validation_0-mae:4171.31885 validation_1-mae:6001.30127 [1359] validation_0-mae:4170.69873 validation_1-mae:6001.11768 [1360] validation_0-mae:4169.74756 validation_1-mae:6001.09912 [1361] validation_0-mae:4169.11377 validation_1-mae:6000.94385 [1362] validation_0-mae:4168.58496 validation_1-mae:6000.50928 [1363] validation_0-mae:4167.93701 validation_1-mae:6000.41846 [1364] validation_0-mae:4167.27686 validation_1-mae:6000.34326 [1365] validation_0-mae:4166.87695 validation_1-mae:6000.19043 [1366] validation_0-mae:4165.98193 validation_1-mae:6000.25098 [1367] validation_0-mae:4164.91748 validation_1-mae:6000.02637 [1368] validation_0-mae:4163.31592 validation_1-mae:5999.81885 [1369] validation_0-mae:4161.86670 validation_1-mae:5999.61865 [1370] validation_0-mae:4160.80029 validation_1-mae:5999.60742 [1371] validation_0-mae:4159.87939 validation_1-mae:5999.59766 [1372] validation_0-mae:4158.93897 validation_1-mae:5999.75391 [1373] validation_0-mae:4158.19434 validation_1-mae:5999.22607 [1374] validation_0-mae:4157.47705 validation_1-mae:5999.12549 [1375] validation_0-mae:4156.81738 validation_1-mae:5999.27881 [1376] validation_0-mae:4156.23877 validation_1-mae:5999.18262 [1377] validation_0-mae:4155.76562 validation_1-mae:5999.20166 [1378] validation_0-mae:4154.61377 validation_1-mae:5999.04297 [1379] validation_0-mae:4153.51270 validation_1-mae:5998.93945 [1380] validation_0-mae:4153.23535 validation_1-mae:5998.93018 [1381] validation_0-mae:4153.02490 validation_1-mae:5998.90918 [1382] validation_0-mae:4152.99023 validation_1-mae:5998.97119 [1383] validation_0-mae:4152.36377 validation_1-mae:5999.37500 [1384] validation_0-mae:4152.33838 validation_1-mae:5999.40820 [1385] validation_0-mae:4151.68848 validation_1-mae:5998.87842 [1386] validation_0-mae:4150.29297 validation_1-mae:5998.52588 [1387] validation_0-mae:4149.22998 validation_1-mae:5998.32568 [1388] validation_0-mae:4148.05615 validation_1-mae:5998.06689 [1389] validation_0-mae:4146.98730 validation_1-mae:5997.56445 [1390] validation_0-mae:4145.87158 validation_1-mae:5998.00049 [1391] validation_0-mae:4144.63574 validation_1-mae:5998.12647 [1392] validation_0-mae:4143.74707 validation_1-mae:5998.26758 [1393] validation_0-mae:4142.81836 validation_1-mae:5997.50928 [1394] validation_0-mae:4141.23389 validation_1-mae:5997.81982 [1395] validation_0-mae:4139.47168 validation_1-mae:5998.16943 [1396] validation_0-mae:4137.40820 validation_1-mae:5997.65039 [1397] validation_0-mae:4136.44043 validation_1-mae:5997.69727 [1398] validation_0-mae:4135.08838 validation_1-mae:5997.60693 [1399] validation_0-mae:4134.12158 validation_1-mae:5997.23633 [1400] validation_0-mae:4133.37305 validation_1-mae:5997.18945 [1401] validation_0-mae:4132.44873 validation_1-mae:5997.28125 [1402] validation_0-mae:4131.84912 validation_1-mae:5996.99170 [1403] validation_0-mae:4130.83154 validation_1-mae:5996.83447 [1404] validation_0-mae:4130.21680 validation_1-mae:5996.57227 [1405] validation_0-mae:4129.81738 validation_1-mae:5996.41650 [1406] validation_0-mae:4129.00488 validation_1-mae:5996.52539 [1407] validation_0-mae:4128.49658 validation_1-mae:5997.43897 [1408] validation_0-mae:4127.85205 validation_1-mae:5997.48291 [1409] validation_0-mae:4126.95557 validation_1-mae:5997.71045 [1410] validation_0-mae:4126.11768 validation_1-mae:5997.63574 [1411] validation_0-mae:4125.13330 validation_1-mae:5997.79053 [1412] validation_0-mae:4124.72168 validation_1-mae:5997.76660 [1413] validation_0-mae:4124.02783 validation_1-mae:5997.84961 [1414] validation_0-mae:4122.67773 validation_1-mae:5997.87451 [1415] validation_0-mae:4121.87549 validation_1-mae:5997.99561 [1416] validation_0-mae:4119.62207 validation_1-mae:5997.20117 [1417] validation_0-mae:4118.85742 validation_1-mae:5997.44727 [1418] validation_0-mae:4118.44775 validation_1-mae:5997.64746 [1419] validation_0-mae:4117.42090 validation_1-mae:5997.95166 [1420] validation_0-mae:4116.37988 validation_1-mae:5998.31787 [1421] validation_0-mae:4115.53272 validation_1-mae:5998.58252 [1422] validation_0-mae:4114.16504 validation_1-mae:5998.85303 [1423] validation_0-mae:4113.30957 validation_1-mae:5999.10205 [1424] validation_0-mae:4112.24756 validation_1-mae:5999.28711 [1425] validation_0-mae:4111.67529 validation_1-mae:5999.20312 [1426] validation_0-mae:4110.45898 validation_1-mae:5998.58203 [1427] validation_0-mae:4109.76123 validation_1-mae:5998.64551 [1428] validation_0-mae:4108.63232 validation_1-mae:5999.38135 [1429] validation_0-mae:4108.02930 validation_1-mae:5999.52441 [1430] validation_0-mae:4106.49805 validation_1-mae:5999.73486 [1431] validation_0-mae:4105.01709 validation_1-mae:5999.27881 [1432] validation_0-mae:4103.48682 validation_1-mae:5999.48242 [1433] validation_0-mae:4103.10498 validation_1-mae:5999.63086 [1434] validation_0-mae:4101.65576 validation_1-mae:5999.72363 [1435] validation_0-mae:4100.88477 validation_1-mae:5999.44336 [1436] validation_0-mae:4099.96826 validation_1-mae:5998.75977 [1437] validation_0-mae:4099.26221 validation_1-mae:5998.65869 [1438] validation_0-mae:4098.76123 validation_1-mae:5998.36426 [1439] validation_0-mae:4098.26025 validation_1-mae:5998.65674 [1440] validation_0-mae:4096.64014 validation_1-mae:5999.17188 [1441] validation_0-mae:4095.33960 validation_1-mae:5999.07129 [1442] validation_0-mae:4094.28662 validation_1-mae:5998.70459 [1443] validation_0-mae:4093.47681 validation_1-mae:5998.81103 [1444] validation_0-mae:4092.70386 validation_1-mae:5999.20752 [1445] validation_0-mae:4091.85034 validation_1-mae:5998.94385 [1446] validation_0-mae:4090.73706 validation_1-mae:5998.74756 [1447] validation_0-mae:4089.38550 validation_1-mae:5999.43262 [1448] validation_0-mae:4087.43652 validation_1-mae:6000.08301 [1449] validation_0-mae:4086.03052 validation_1-mae:6000.35059 [1450] validation_0-mae:4085.54175 validation_1-mae:6000.12402 [1451] validation_0-mae:4084.28516 validation_1-mae:6000.38184 [1452] validation_0-mae:4083.36426 validation_1-mae:5999.49512 [1453] validation_0-mae:4081.50366 validation_1-mae:5999.13965 [1454] validation_0-mae:4080.59497 validation_1-mae:5998.87988 [1455] validation_0-mae:4080.34033 validation_1-mae:5998.81103 [1456] validation_0-mae:4079.90552 validation_1-mae:5998.64355 [1457] validation_0-mae:4079.34229 validation_1-mae:5998.45703 [1458] validation_0-mae:4077.98926 validation_1-mae:5998.44775 [1459] validation_0-mae:4077.06445 validation_1-mae:5998.51270 [1460] validation_0-mae:4075.45410 validation_1-mae:5998.54492 [1461] validation_0-mae:4075.05933 validation_1-mae:5998.79102 [1462] validation_0-mae:4074.72119 validation_1-mae:5998.70166 [1463] validation_0-mae:4073.93652 validation_1-mae:5998.81006 [1464] validation_0-mae:4072.72607 validation_1-mae:5998.75977 [1465] validation_0-mae:4071.33716 validation_1-mae:5998.79492 [1466] validation_0-mae:4070.19751 validation_1-mae:5999.22949 [1467] validation_0-mae:4068.63477 validation_1-mae:5999.28320 [1468] validation_0-mae:4067.32886 validation_1-mae:5999.11035 [1469] validation_0-mae:4066.53760 validation_1-mae:5998.91113 [1470] validation_0-mae:4066.02100 validation_1-mae:5999.29688 [1471] validation_0-mae:4065.50049 validation_1-mae:5999.17822 [1472] validation_0-mae:4063.95776 validation_1-mae:5999.61963 [1473] validation_0-mae:4063.13794 validation_1-mae:5999.91602 [1474] validation_0-mae:4061.70117 validation_1-mae:6000.30713 [1475] validation_0-mae:4060.92212 validation_1-mae:6000.23535 [1476] validation_0-mae:4059.80615 validation_1-mae:6000.08789 [1477] validation_0-mae:4058.72241 validation_1-mae:5999.70654 [1478] validation_0-mae:4058.03760 validation_1-mae:5999.82471 [1479] validation_0-mae:4056.57910 validation_1-mae:5999.46533 [1480] validation_0-mae:4055.54688 validation_1-mae:5999.19385 [1481] validation_0-mae:4053.91992 validation_1-mae:5998.96191 [1482] validation_0-mae:4053.06714 validation_1-mae:5998.73779 [1483] validation_0-mae:4052.21289 validation_1-mae:5998.26465 [1484] validation_0-mae:4051.31445 validation_1-mae:5998.21436 [1485] validation_0-mae:4050.34131 validation_1-mae:5998.53857 [1486] validation_0-mae:4049.28369 validation_1-mae:5998.62744 [1487] validation_0-mae:4048.43945 validation_1-mae:5998.58789 [1488] validation_0-mae:4047.52417 validation_1-mae:5998.40576 [1489] validation_0-mae:4046.85010 validation_1-mae:5998.14404 [1490] validation_0-mae:4045.99707 validation_1-mae:5998.47168 [1491] validation_0-mae:4045.11816 validation_1-mae:5998.41357 [1492] validation_0-mae:4044.29028 validation_1-mae:5998.21924 [1493] validation_0-mae:4043.07690 validation_1-mae:5998.34814 [1494] validation_0-mae:4042.17261 validation_1-mae:5998.07080 [1495] validation_0-mae:4041.33203 validation_1-mae:5997.94629 [1496] validation_0-mae:4040.30713 validation_1-mae:5997.46387 [1497] validation_0-mae:4039.76172 validation_1-mae:5997.00781 [1498] validation_0-mae:4038.33813 validation_1-mae:5997.73486 [1499] validation_0-mae:4037.23438 validation_1-mae:5997.21240 [1500] validation_0-mae:4036.45606 validation_1-mae:5997.30469 [1501] validation_0-mae:4035.30981 validation_1-mae:5997.26270 [1502] validation_0-mae:4034.80908 validation_1-mae:5996.82178 [1503] validation_0-mae:4034.05054 validation_1-mae:5997.09814 [1504] validation_0-mae:4033.10230 validation_1-mae:5997.15723 [1505] validation_0-mae:4032.47119 validation_1-mae:5997.55225 [1506] validation_0-mae:4031.45215 validation_1-mae:5997.15527 [1507] validation_0-mae:4031.13867 validation_1-mae:5997.05420 [1508] validation_0-mae:4030.47168 validation_1-mae:5996.87353 [1509] validation_0-mae:4029.42065 validation_1-mae:5996.88721 [1510] validation_0-mae:4029.10156 validation_1-mae:5996.74268 [1511] validation_0-mae:4028.35132 validation_1-mae:5996.31641 [1512] validation_0-mae:4027.13208 validation_1-mae:5995.79785 [1513] validation_0-mae:4024.94800 validation_1-mae:5994.94141 [1514] validation_0-mae:4024.24194 validation_1-mae:5994.50000 [1515] validation_0-mae:4023.70459 validation_1-mae:5994.39111 [1516] validation_0-mae:4023.28564 validation_1-mae:5994.33105 [1517] validation_0-mae:4022.45166 validation_1-mae:5994.64893 [1518] validation_0-mae:4021.57519 validation_1-mae:5994.36133 [1519] validation_0-mae:4021.50317 validation_1-mae:5994.32666 [1520] validation_0-mae:4020.30640 validation_1-mae:5993.96631 [1521] validation_0-mae:4019.83496 validation_1-mae:5993.71826 [1522] validation_0-mae:4018.57178 validation_1-mae:5993.59863 [1523] validation_0-mae:4017.24023 validation_1-mae:5993.16406 [1524] validation_0-mae:4016.09521 validation_1-mae:5992.92139 [1525] validation_0-mae:4015.20483 validation_1-mae:5992.80029 [1526] validation_0-mae:4014.33423 validation_1-mae:5993.12793 [1527] validation_0-mae:4013.56274 validation_1-mae:5992.90576 [1528] validation_0-mae:4012.97583 validation_1-mae:5993.06982 [1529] validation_0-mae:4011.77808 validation_1-mae:5993.02686 [1530] validation_0-mae:4011.24756 validation_1-mae:5993.08447 [1531] validation_0-mae:4010.45410 validation_1-mae:5992.69629 [1532] validation_0-mae:4009.58618 validation_1-mae:5992.65137 [1533] validation_0-mae:4008.84839 validation_1-mae:5992.62598 [1534] validation_0-mae:4007.71655 validation_1-mae:5992.82129 [1535] validation_0-mae:4006.91260 validation_1-mae:5992.84082 [1536] validation_0-mae:4006.45483 validation_1-mae:5992.43066 [1537] validation_0-mae:4005.14722 validation_1-mae:5992.10303 [1538] validation_0-mae:4004.20654 validation_1-mae:5992.18506 [1539] validation_0-mae:4003.30859 validation_1-mae:5992.22412 [1540] validation_0-mae:4002.43774 validation_1-mae:5992.23193 [1541] validation_0-mae:4001.80981 validation_1-mae:5992.00244 [1542] validation_0-mae:4001.12720 validation_1-mae:5992.20947 [1543] validation_0-mae:4000.59253 validation_1-mae:5992.06934 [1544] validation_0-mae:3999.69653 validation_1-mae:5992.12842 [1545] validation_0-mae:3999.08057 validation_1-mae:5992.11768 [1546] validation_0-mae:3998.44287 validation_1-mae:5991.94092 [1547] validation_0-mae:3997.19165 validation_1-mae:5992.08594 [1548] validation_0-mae:3996.24756 validation_1-mae:5991.79150 [1549] validation_0-mae:3995.77930 validation_1-mae:5991.70166 [1550] validation_0-mae:3994.39185 validation_1-mae:5991.51953 [1551] validation_0-mae:3993.45312 validation_1-mae:5991.24121 [1552] validation_0-mae:3992.98608 validation_1-mae:5991.08350 [1553] validation_0-mae:3992.35327 validation_1-mae:5990.88477 [1554] validation_0-mae:3992.06763 validation_1-mae:5990.88477 [1555] validation_0-mae:3991.51929 validation_1-mae:5991.17090 [1556] validation_0-mae:3991.05762 validation_1-mae:5991.33691 [1557] validation_0-mae:3990.36450 validation_1-mae:5991.38721 [1558] validation_0-mae:3989.36987 validation_1-mae:5991.69336 [1559] validation_0-mae:3988.71558 validation_1-mae:5992.03711 [1560] validation_0-mae:3987.72852 validation_1-mae:5991.92822 [1561] validation_0-mae:3986.92456 validation_1-mae:5991.87842 [1562] validation_0-mae:3986.32935 validation_1-mae:5991.74609 [1563] validation_0-mae:3985.51489 validation_1-mae:5991.82520 [1564] validation_0-mae:3984.99048 validation_1-mae:5991.98096 [1565] validation_0-mae:3983.84180 validation_1-mae:5991.59961 [1566] validation_0-mae:3982.48096 validation_1-mae:5991.63477 [1567] validation_0-mae:3981.83911 validation_1-mae:5991.76074 [1568] validation_0-mae:3981.00537 validation_1-mae:5991.67920 [1569] validation_0-mae:3980.30078 validation_1-mae:5991.91797 [1570] validation_0-mae:3979.97925 validation_1-mae:5992.01709 [1571] validation_0-mae:3979.19824 validation_1-mae:5991.88232 [1572] validation_0-mae:3978.52759 validation_1-mae:5991.70508 [1573] validation_0-mae:3977.92725 validation_1-mae:5991.15478 [1574] validation_0-mae:3977.63745 validation_1-mae:5991.23828 [1575] validation_0-mae:3977.49072 validation_1-mae:5991.19189 [1576] validation_0-mae:3976.83008 validation_1-mae:5991.17285 [1577] validation_0-mae:3976.66260 validation_1-mae:5991.06055 [1578] validation_0-mae:3976.19189 validation_1-mae:5990.91895 [1579] validation_0-mae:3975.13184 validation_1-mae:5990.74023 [1580] validation_0-mae:3974.38135 validation_1-mae:5990.49512 [1581] validation_0-mae:3973.77979 validation_1-mae:5990.49023 [1582] validation_0-mae:3973.05176 validation_1-mae:5990.53711 [1583] validation_0-mae:3972.35840 validation_1-mae:5990.26416 [1584] validation_0-mae:3971.10205 validation_1-mae:5990.57031 [1585] validation_0-mae:3970.36719 validation_1-mae:5990.76025 [1586] validation_0-mae:3969.66040 validation_1-mae:5991.05469 [1587] validation_0-mae:3969.13184 validation_1-mae:5991.17725 [1588] validation_0-mae:3968.60889 validation_1-mae:5991.42090 [1589] validation_0-mae:3968.22168 validation_1-mae:5991.32129 [1590] validation_0-mae:3967.85230 validation_1-mae:5991.19141 [1591] validation_0-mae:3967.45386 validation_1-mae:5991.18066 [1592] validation_0-mae:3966.83472 validation_1-mae:5991.39893 [1593] validation_0-mae:3966.31763 validation_1-mae:5991.72607 [1594] validation_0-mae:3964.75757 validation_1-mae:5991.50977 [1595] validation_0-mae:3962.95947 validation_1-mae:5991.86914 [1596] validation_0-mae:3962.02368 validation_1-mae:5991.72705 [1597] validation_0-mae:3961.44653 validation_1-mae:5991.92383 [1598] validation_0-mae:3960.80811 validation_1-mae:5992.05664 [1599] validation_0-mae:3959.75977 validation_1-mae:5992.35742 [1600] validation_0-mae:3959.37720 validation_1-mae:5992.23486 [1601] validation_0-mae:3958.67163 validation_1-mae:5992.05908 [1602] validation_0-mae:3958.17334 validation_1-mae:5992.06885 [1603] validation_0-mae:3957.26367 validation_1-mae:5991.98291 [1604] validation_0-mae:3956.61060 validation_1-mae:5992.08643 [1605] validation_0-mae:3956.07861 validation_1-mae:5992.24365 [1606] validation_0-mae:3955.24097 validation_1-mae:5992.53125 [1607] validation_0-mae:3953.45483 validation_1-mae:5991.84180 [1608] validation_0-mae:3952.85010 validation_1-mae:5991.84131 [1609] validation_0-mae:3952.26074 validation_1-mae:5991.87842 [1610] validation_0-mae:3951.48218 validation_1-mae:5991.67969 [1611] validation_0-mae:3950.45142 validation_1-mae:5991.89697 [1612] validation_0-mae:3949.60449 validation_1-mae:5991.88965 [1613] validation_0-mae:3948.42212 validation_1-mae:5991.39941 [1614] validation_0-mae:3947.58984 validation_1-mae:5991.39355 [1615] validation_0-mae:3946.12402 validation_1-mae:5991.26758 [1616] validation_0-mae:3945.03149 validation_1-mae:5991.15088 [1617] validation_0-mae:3944.65454 validation_1-mae:5990.84863 [1618] validation_0-mae:3944.10742 validation_1-mae:5991.13477 [1619] validation_0-mae:3943.36450 validation_1-mae:5991.14209 [1620] validation_0-mae:3942.86304 validation_1-mae:5991.03223 [1621] validation_0-mae:3941.57910 validation_1-mae:5990.56201 [1622] validation_0-mae:3940.75220 validation_1-mae:5990.63867 [1623] validation_0-mae:3940.25220 validation_1-mae:5990.94531 [1624] validation_0-mae:3939.23755 validation_1-mae:5991.11035 [1625] validation_0-mae:3938.52563 validation_1-mae:5991.15820 [1626] validation_0-mae:3937.45312 validation_1-mae:5990.87451 [1627] validation_0-mae:3936.81226 validation_1-mae:5990.71143 [1628] validation_0-mae:3936.01050 validation_1-mae:5990.62353 [1629] validation_0-mae:3935.25513 validation_1-mae:5990.74023 [1630] validation_0-mae:3934.42993 validation_1-mae:5990.83105 [1631] validation_0-mae:3933.92529 validation_1-mae:5991.23389 [1632] validation_0-mae:3933.23364 validation_1-mae:5990.88477 [1633] validation_0-mae:3932.68921 validation_1-mae:5990.78076 [1634] validation_0-mae:3931.55078 validation_1-mae:5990.56494 [1635] validation_0-mae:3931.32544 validation_1-mae:5990.73096 [1636] validation_0-mae:3930.46289 validation_1-mae:5990.21436 [1637] validation_0-mae:3929.60498 validation_1-mae:5990.29883 [1638] validation_0-mae:3929.19580 validation_1-mae:5990.20898 [1639] validation_0-mae:3928.47876 validation_1-mae:5990.23633 [1640] validation_0-mae:3927.51318 validation_1-mae:5990.45703 [1641] validation_0-mae:3927.43457 validation_1-mae:5990.47217 [1642] validation_0-mae:3926.99829 validation_1-mae:5990.47607 [1643] validation_0-mae:3926.40210 validation_1-mae:5990.42334 [1644] validation_0-mae:3925.26147 validation_1-mae:5989.83643 [1645] validation_0-mae:3924.63525 validation_1-mae:5989.45557 [1646] validation_0-mae:3924.18164 validation_1-mae:5989.81006 [1647] validation_0-mae:3923.81543 validation_1-mae:5989.72510 [1648] validation_0-mae:3923.00903 validation_1-mae:5989.33057 [1649] validation_0-mae:3922.48706 validation_1-mae:5989.64014 [1650] validation_0-mae:3921.32861 validation_1-mae:5989.79980 [1651] validation_0-mae:3920.79443 validation_1-mae:5989.88623 [1652] validation_0-mae:3920.46411 validation_1-mae:5989.81836 [1653] validation_0-mae:3919.08716 validation_1-mae:5990.30322 [1654] validation_0-mae:3918.26050 validation_1-mae:5990.13574 [1655] validation_0-mae:3917.74536 validation_1-mae:5990.17578 [1656] validation_0-mae:3917.06860 validation_1-mae:5990.50195 [1657] validation_0-mae:3916.20728 validation_1-mae:5990.47900 [1658] validation_0-mae:3915.60571 validation_1-mae:5990.60010 [1659] validation_0-mae:3915.30786 validation_1-mae:5990.76074 [1660] validation_0-mae:3914.82178 validation_1-mae:5990.86572 [1661] validation_0-mae:3913.17310 validation_1-mae:5990.64355 [1662] validation_0-mae:3912.54614 validation_1-mae:5990.63184 [1663] validation_0-mae:3911.80322 validation_1-mae:5990.76270 [1664] validation_0-mae:3911.26514 validation_1-mae:5991.17285 [1665] validation_0-mae:3910.14478 validation_1-mae:5991.11426 [1666] validation_0-mae:3909.33716 validation_1-mae:5991.11426 [1667] validation_0-mae:3908.87305 validation_1-mae:5991.29688 [1668] validation_0-mae:3907.40088 validation_1-mae:5991.32471 [1669] validation_0-mae:3906.59375 validation_1-mae:5991.08936 [1670] validation_0-mae:3905.26538 validation_1-mae:5990.80420 [1671] validation_0-mae:3904.60278 validation_1-mae:5991.00977 [1672] validation_0-mae:3904.12427 validation_1-mae:5991.36670 [1673] validation_0-mae:3903.65137 validation_1-mae:5991.51367 [1674] validation_0-mae:3902.52441 validation_1-mae:5990.87305 [1675] validation_0-mae:3901.95825 validation_1-mae:5991.19580 [1676] validation_0-mae:3901.53540 validation_1-mae:5991.38721 [1677] validation_0-mae:3900.48633 validation_1-mae:5991.42432 [1678] validation_0-mae:3899.78540 validation_1-mae:5991.78857 [1679] validation_0-mae:3898.83911 validation_1-mae:5991.86572 [1680] validation_0-mae:3897.54932 validation_1-mae:5992.37305 [1681] validation_0-mae:3895.91968 validation_1-mae:5992.26221 [1682] validation_0-mae:3894.92627 validation_1-mae:5993.20459 [1683] validation_0-mae:3893.73364 validation_1-mae:5992.59131 [1684] validation_0-mae:3893.25439 validation_1-mae:5992.69678 [1685] validation_0-mae:3892.85352 validation_1-mae:5992.64893 [1686] validation_0-mae:3891.97095 validation_1-mae:5992.53418 [1687] validation_0-mae:3891.30444 validation_1-mae:5992.55664 [1688] validation_0-mae:3890.03394 validation_1-mae:5992.37744 [1689] validation_0-mae:3888.89356 validation_1-mae:5992.40088 [1690] validation_0-mae:3888.21753 validation_1-mae:5992.29150 [1691] validation_0-mae:3887.75806 validation_1-mae:5992.40723 [1692] validation_0-mae:3887.09546 validation_1-mae:5992.54932 [1693] validation_0-mae:3886.13013 validation_1-mae:5992.63037 [1694] validation_0-mae:3885.31934 validation_1-mae:5992.88770 [1695] validation_0-mae:3884.65015 validation_1-mae:5992.48779 [1696] validation_0-mae:3884.10620 validation_1-mae:5992.49707 [1697] validation_0-mae:3883.46094 validation_1-mae:5992.40234 [1698] validation_0-mae:3882.70190 validation_1-mae:5992.33008 [1699] validation_0-mae:3882.28540 validation_1-mae:5992.61963 Dropping: skó [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.97461 validation_1-mae:9623.92090 [14] validation_0-mae:9418.90527 validation_1-mae:9233.26269 [15] validation_0-mae:9084.41894 validation_1-mae:8905.83496 [16] validation_0-mae:8802.76660 validation_1-mae:8634.42578 [17] validation_0-mae:8567.56836 validation_1-mae:8409.99414 [18] validation_0-mae:8374.73047 validation_1-mae:8221.72070 [19] validation_0-mae:8212.23242 validation_1-mae:8068.92334 [20] validation_0-mae:8069.45264 validation_1-mae:7937.78662 [21] validation_0-mae:7945.11670 validation_1-mae:7829.90234 [22] validation_0-mae:7846.97559 validation_1-mae:7743.99561 [23] validation_0-mae:7760.82373 validation_1-mae:7674.81641 [24] validation_0-mae:7677.09228 validation_1-mae:7596.47266 [25] validation_0-mae:7604.52100 validation_1-mae:7533.13770 [26] validation_0-mae:7549.05176 validation_1-mae:7486.34570 [27] validation_0-mae:7488.75049 validation_1-mae:7432.33203 [28] validation_0-mae:7439.51172 validation_1-mae:7391.50635 [29] validation_0-mae:7397.34473 validation_1-mae:7357.33252 [30] validation_0-mae:7361.62842 validation_1-mae:7326.85303 [31] validation_0-mae:7321.06689 validation_1-mae:7290.30322 [32] validation_0-mae:7292.64111 validation_1-mae:7272.82275 [33] validation_0-mae:7264.37012 validation_1-mae:7251.75586 [34] validation_0-mae:7234.05078 validation_1-mae:7231.76318 [35] validation_0-mae:7202.57715 validation_1-mae:7207.06299 [36] validation_0-mae:7185.35889 validation_1-mae:7193.67383 [37] validation_0-mae:7167.74219 validation_1-mae:7183.62842 [38] validation_0-mae:7142.38184 validation_1-mae:7162.22070 [39] validation_0-mae:7121.32422 validation_1-mae:7145.07861 [40] validation_0-mae:7103.48682 validation_1-mae:7134.44141 [41] validation_0-mae:7087.31689 validation_1-mae:7121.95996 [42] validation_0-mae:7070.21045 validation_1-mae:7111.23291 [43] validation_0-mae:7050.17432 validation_1-mae:7097.34326 [44] validation_0-mae:7037.65234 validation_1-mae:7086.75195 [45] validation_0-mae:7012.39990 validation_1-mae:7066.08447 [46] validation_0-mae:6988.82861 validation_1-mae:7045.75879 [47] validation_0-mae:6972.97461 validation_1-mae:7037.68115 [48] validation_0-mae:6948.31738 validation_1-mae:7019.21045 [49] validation_0-mae:6934.13916 validation_1-mae:7009.10352 [50] validation_0-mae:6915.85352 validation_1-mae:6995.58545 [51] validation_0-mae:6901.44092 validation_1-mae:6990.02539 [52] validation_0-mae:6888.26416 validation_1-mae:6978.53418 [53] validation_0-mae:6875.77051 validation_1-mae:6973.09473 [54] validation_0-mae:6867.33789 validation_1-mae:6966.80957 [55] validation_0-mae:6851.26367 validation_1-mae:6954.99414 [56] validation_0-mae:6832.58691 validation_1-mae:6938.54346 [57] validation_0-mae:6818.96387 validation_1-mae:6929.59619 [58] validation_0-mae:6809.50049 validation_1-mae:6921.40527 [59] validation_0-mae:6794.33301 validation_1-mae:6912.36475 [60] validation_0-mae:6779.48584 validation_1-mae:6899.45020 [61] validation_0-mae:6767.44141 validation_1-mae:6891.15039 [62] validation_0-mae:6746.21680 validation_1-mae:6874.06787 [63] validation_0-mae:6733.93018 validation_1-mae:6862.78272 [64] validation_0-mae:6723.68652 validation_1-mae:6859.26416 [65] validation_0-mae:6714.65674 validation_1-mae:6852.28369 [66] validation_0-mae:6703.11865 validation_1-mae:6843.40186 [67] validation_0-mae:6696.06348 validation_1-mae:6840.85889 [68] validation_0-mae:6683.87744 validation_1-mae:6831.21045 [69] validation_0-mae:6668.13770 validation_1-mae:6817.79395 [70] validation_0-mae:6656.21875 validation_1-mae:6808.10449 [71] validation_0-mae:6636.82129 validation_1-mae:6789.89014 [72] validation_0-mae:6629.67725 validation_1-mae:6787.86816 [73] validation_0-mae:6620.05273 validation_1-mae:6782.07422 [74] validation_0-mae:6611.70850 validation_1-mae:6773.98340 [75] validation_0-mae:6604.07520 validation_1-mae:6768.45557 [76] validation_0-mae:6594.00586 validation_1-mae:6760.61182 [77] validation_0-mae:6585.31934 validation_1-mae:6754.51807 [78] validation_0-mae:6575.69531 validation_1-mae:6746.84228 [79] validation_0-mae:6567.52441 validation_1-mae:6741.49805 [80] validation_0-mae:6556.65772 validation_1-mae:6734.33105 [81] validation_0-mae:6549.41357 validation_1-mae:6729.17529 [82] validation_0-mae:6542.32812 validation_1-mae:6722.60693 [83] validation_0-mae:6529.35059 validation_1-mae:6710.84863 [84] validation_0-mae:6521.03906 validation_1-mae:6704.25928 [85] validation_0-mae:6513.26025 validation_1-mae:6698.78223 [86] validation_0-mae:6501.56787 validation_1-mae:6689.91260 [87] validation_0-mae:6492.93848 validation_1-mae:6684.37207 [88] validation_0-mae:6489.31982 validation_1-mae:6681.47607 [89] validation_0-mae:6481.20654 validation_1-mae:6675.80273 [90] validation_0-mae:6474.13574 validation_1-mae:6673.10693 [91] validation_0-mae:6463.95410 validation_1-mae:6666.04297 [92] validation_0-mae:6453.23291 validation_1-mae:6659.34180 [93] validation_0-mae:6444.67871 validation_1-mae:6654.57471 [94] validation_0-mae:6438.61328 validation_1-mae:6649.68506 [95] validation_0-mae:6428.46240 validation_1-mae:6642.00342 [96] validation_0-mae:6420.23096 validation_1-mae:6636.57422 [97] validation_0-mae:6412.49121 validation_1-mae:6632.22803 [98] validation_0-mae:6407.08398 validation_1-mae:6628.68311 [99] validation_0-mae:6402.24316 validation_1-mae:6625.05664 [100] validation_0-mae:6396.90430 validation_1-mae:6622.58398 [101] validation_0-mae:6391.29883 validation_1-mae:6617.86084 [102] validation_0-mae:6385.17236 validation_1-mae:6613.75488 [103] validation_0-mae:6376.16260 validation_1-mae:6609.36670 [104] validation_0-mae:6366.98535 validation_1-mae:6603.25488 [105] validation_0-mae:6359.49414 validation_1-mae:6597.87061 [106] validation_0-mae:6355.53760 validation_1-mae:6595.07422 [107] validation_0-mae:6351.98047 validation_1-mae:6592.45410 [108] validation_0-mae:6346.12402 validation_1-mae:6589.14014 [109] validation_0-mae:6338.64307 validation_1-mae:6583.95361 [110] validation_0-mae:6335.46338 validation_1-mae:6582.46582 [111] validation_0-mae:6333.11719 validation_1-mae:6580.42969 [112] validation_0-mae:6326.81397 validation_1-mae:6575.91797 [113] validation_0-mae:6321.60938 validation_1-mae:6572.43359 [114] validation_0-mae:6313.64844 validation_1-mae:6567.41895 [115] validation_0-mae:6308.28076 validation_1-mae:6563.77393 [116] validation_0-mae:6301.49463 validation_1-mae:6558.16455 [117] validation_0-mae:6296.98877 validation_1-mae:6556.15820 [118] validation_0-mae:6292.24072 validation_1-mae:6553.83594 [119] validation_0-mae:6283.43359 validation_1-mae:6548.06299 [120] validation_0-mae:6279.37402 validation_1-mae:6545.05176 [121] validation_0-mae:6274.25781 validation_1-mae:6540.77978 [122] validation_0-mae:6271.23828 validation_1-mae:6538.43506 [123] validation_0-mae:6267.09375 validation_1-mae:6537.34766 [124] validation_0-mae:6263.88525 validation_1-mae:6535.17822 [125] validation_0-mae:6258.03564 validation_1-mae:6530.40820 [126] validation_0-mae:6252.08643 validation_1-mae:6526.96045 [127] validation_0-mae:6246.65430 validation_1-mae:6523.35449 [128] validation_0-mae:6241.06006 validation_1-mae:6521.36328 [129] validation_0-mae:6237.90918 validation_1-mae:6518.80859 [130] validation_0-mae:6233.46875 validation_1-mae:6515.82910 [131] validation_0-mae:6231.14014 validation_1-mae:6515.33936 [132] validation_0-mae:6226.02637 validation_1-mae:6513.42676 [133] validation_0-mae:6219.58154 validation_1-mae:6512.66260 [134] validation_0-mae:6215.89404 validation_1-mae:6509.71338 [135] validation_0-mae:6211.88281 validation_1-mae:6508.17969 [136] validation_0-mae:6207.43701 validation_1-mae:6505.41406 [137] validation_0-mae:6202.24756 validation_1-mae:6502.09473 [138] validation_0-mae:6199.88916 validation_1-mae:6501.28320 [139] validation_0-mae:6196.13721 validation_1-mae:6498.24072 [140] validation_0-mae:6192.86670 validation_1-mae:6496.26807 [141] validation_0-mae:6182.65039 validation_1-mae:6487.50000 [142] validation_0-mae:6174.82275 validation_1-mae:6483.07227 [143] validation_0-mae:6169.24902 validation_1-mae:6480.61279 [144] validation_0-mae:6161.84033 validation_1-mae:6476.73047 [145] validation_0-mae:6156.58545 validation_1-mae:6474.11865 [146] validation_0-mae:6153.73828 validation_1-mae:6471.34277 [147] validation_0-mae:6151.45508 validation_1-mae:6470.66504 [148] validation_0-mae:6146.42822 validation_1-mae:6467.67871 [149] validation_0-mae:6142.97998 validation_1-mae:6465.35742 [150] validation_0-mae:6138.13379 validation_1-mae:6462.78857 [151] validation_0-mae:6135.98486 validation_1-mae:6462.17578 [152] validation_0-mae:6132.11133 validation_1-mae:6460.02734 [153] validation_0-mae:6128.00684 validation_1-mae:6457.99609 [154] validation_0-mae:6123.21191 validation_1-mae:6455.72559 [155] validation_0-mae:6120.65967 validation_1-mae:6455.04688 [156] validation_0-mae:6118.17090 validation_1-mae:6453.65576 [157] validation_0-mae:6113.99951 validation_1-mae:6452.97705 [158] validation_0-mae:6106.68750 validation_1-mae:6448.45312 [159] validation_0-mae:6100.40478 validation_1-mae:6445.60449 [160] validation_0-mae:6093.04053 validation_1-mae:6440.22607 [161] validation_0-mae:6090.84326 validation_1-mae:6438.76074 [162] validation_0-mae:6086.17920 validation_1-mae:6436.35889 [163] validation_0-mae:6082.92676 validation_1-mae:6434.77881 [164] validation_0-mae:6075.97363 validation_1-mae:6429.66016 [165] validation_0-mae:6071.67139 validation_1-mae:6427.65039 [166] validation_0-mae:6066.29736 validation_1-mae:6424.67285 [167] validation_0-mae:6060.13623 validation_1-mae:6420.14795 [168] validation_0-mae:6056.87207 validation_1-mae:6418.18018 [169] validation_0-mae:6053.58008 validation_1-mae:6416.06152 [170] validation_0-mae:6048.86865 validation_1-mae:6414.85742 [171] validation_0-mae:6047.35107 validation_1-mae:6414.58398 [172] validation_0-mae:6043.04736 validation_1-mae:6413.72852 [173] validation_0-mae:6036.67139 validation_1-mae:6407.60938 [174] validation_0-mae:6034.16602 validation_1-mae:6407.06543 [175] validation_0-mae:6030.07471 validation_1-mae:6405.13818 [176] validation_0-mae:6028.87647 validation_1-mae:6403.84082 [177] validation_0-mae:6023.44971 validation_1-mae:6402.04785 [178] validation_0-mae:6017.55127 validation_1-mae:6399.44775 [179] validation_0-mae:6013.94482 validation_1-mae:6397.56445 [180] validation_0-mae:6011.11279 validation_1-mae:6396.62695 [181] validation_0-mae:6009.01562 validation_1-mae:6396.34668 [182] validation_0-mae:6004.77295 validation_1-mae:6394.35645 [183] validation_0-mae:6001.90332 validation_1-mae:6393.54443 [184] validation_0-mae:5998.31299 validation_1-mae:6393.10645 [185] validation_0-mae:5991.60547 validation_1-mae:6391.41650 [186] validation_0-mae:5986.83301 validation_1-mae:6388.66992 [187] validation_0-mae:5986.14893 validation_1-mae:6388.46533 [188] validation_0-mae:5982.27637 validation_1-mae:6387.59570 [189] validation_0-mae:5980.44287 validation_1-mae:6387.06299 [190] validation_0-mae:5976.16602 validation_1-mae:6382.92578 [191] validation_0-mae:5972.77148 validation_1-mae:6381.49658 [192] validation_0-mae:5969.13477 validation_1-mae:6380.80029 [193] validation_0-mae:5964.51074 validation_1-mae:6379.29297 [194] validation_0-mae:5960.73193 validation_1-mae:6376.18603 [195] validation_0-mae:5955.38184 validation_1-mae:6372.85449 [196] validation_0-mae:5953.54932 validation_1-mae:6372.88184 [197] validation_0-mae:5948.24902 validation_1-mae:6371.16553 [198] validation_0-mae:5944.13428 validation_1-mae:6369.92773 [199] validation_0-mae:5938.08740 validation_1-mae:6367.02734 [200] validation_0-mae:5935.15137 validation_1-mae:6366.26172 [201] validation_0-mae:5932.81397 validation_1-mae:6366.30664 [202] validation_0-mae:5931.32324 validation_1-mae:6365.78418 [203] validation_0-mae:5929.63525 validation_1-mae:6364.68115 [204] validation_0-mae:5925.98193 validation_1-mae:6363.55615 [205] validation_0-mae:5922.54248 validation_1-mae:6360.90576 [206] validation_0-mae:5918.80762 validation_1-mae:6359.42383 [207] validation_0-mae:5916.79834 validation_1-mae:6359.59766 [208] validation_0-mae:5915.15283 validation_1-mae:6359.15869 [209] validation_0-mae:5911.96973 validation_1-mae:6356.36328 [210] validation_0-mae:5910.72412 validation_1-mae:6356.30713 [211] validation_0-mae:5905.31787 validation_1-mae:6353.53369 [212] validation_0-mae:5900.29102 validation_1-mae:6350.88428 [213] validation_0-mae:5894.19482 validation_1-mae:6347.00684 [214] validation_0-mae:5890.70068 validation_1-mae:6344.70117 [215] validation_0-mae:5885.88574 validation_1-mae:6342.46191 [216] validation_0-mae:5884.93603 validation_1-mae:6342.40674 [217] validation_0-mae:5881.56494 validation_1-mae:6340.27100 [218] validation_0-mae:5878.74805 validation_1-mae:6339.81103 [219] validation_0-mae:5875.56103 validation_1-mae:6337.89160 [220] validation_0-mae:5871.35889 validation_1-mae:6334.19287 [221] validation_0-mae:5869.98828 validation_1-mae:6334.69238 [222] validation_0-mae:5865.78760 validation_1-mae:6333.57617 [223] validation_0-mae:5861.65772 validation_1-mae:6330.38770 [224] validation_0-mae:5858.24853 validation_1-mae:6329.30420 [225] validation_0-mae:5856.35303 validation_1-mae:6329.19189 [226] validation_0-mae:5854.89111 validation_1-mae:6328.96924 [227] validation_0-mae:5851.86230 validation_1-mae:6328.61475 [228] validation_0-mae:5849.15478 validation_1-mae:6327.66064 [229] validation_0-mae:5847.10156 validation_1-mae:6326.68164 [230] validation_0-mae:5845.72754 validation_1-mae:6326.53467 [231] validation_0-mae:5842.71728 validation_1-mae:6325.97119 [232] validation_0-mae:5840.98975 validation_1-mae:6325.64844 [233] validation_0-mae:5839.95947 validation_1-mae:6325.77002 [234] validation_0-mae:5835.91797 validation_1-mae:6325.33594 [235] validation_0-mae:5834.93066 validation_1-mae:6325.12061 [236] validation_0-mae:5831.31592 validation_1-mae:6323.15576 [237] validation_0-mae:5827.56494 validation_1-mae:6321.28125 [238] validation_0-mae:5824.58447 validation_1-mae:6320.36865 [239] validation_0-mae:5822.83740 validation_1-mae:6320.49609 [240] validation_0-mae:5814.97461 validation_1-mae:6316.98828 [241] validation_0-mae:5809.68994 validation_1-mae:6311.86572 [242] validation_0-mae:5806.52881 validation_1-mae:6310.65674 [243] validation_0-mae:5805.66602 validation_1-mae:6310.65527 [244] validation_0-mae:5802.35938 validation_1-mae:6308.41211 [245] validation_0-mae:5800.79785 validation_1-mae:6308.14453 [246] validation_0-mae:5798.39795 validation_1-mae:6305.95850 [247] validation_0-mae:5797.01270 validation_1-mae:6306.59277 [248] validation_0-mae:5794.60938 validation_1-mae:6306.77978 [249] validation_0-mae:5792.95410 validation_1-mae:6306.43359 [250] validation_0-mae:5788.79102 validation_1-mae:6304.09668 [251] validation_0-mae:5787.13623 validation_1-mae:6304.22754 [252] validation_0-mae:5784.27490 validation_1-mae:6303.11865 [253] validation_0-mae:5783.27637 validation_1-mae:6302.88135 [254] validation_0-mae:5780.36523 validation_1-mae:6302.09668 [255] validation_0-mae:5777.23633 validation_1-mae:6301.45215 [256] validation_0-mae:5776.30176 validation_1-mae:6301.10010 [257] validation_0-mae:5773.99414 validation_1-mae:6300.64160 [258] validation_0-mae:5772.13281 validation_1-mae:6300.65088 [259] validation_0-mae:5769.28125 validation_1-mae:6299.75830 [260] validation_0-mae:5768.76465 validation_1-mae:6299.74609 [261] validation_0-mae:5766.08252 validation_1-mae:6298.92725 [262] validation_0-mae:5763.20508 validation_1-mae:6298.95117 [263] validation_0-mae:5759.29150 validation_1-mae:6297.20605 [264] validation_0-mae:5756.12305 validation_1-mae:6296.89502 [265] validation_0-mae:5752.22607 validation_1-mae:6295.35889 [266] validation_0-mae:5747.31348 validation_1-mae:6293.06787 [267] validation_0-mae:5744.27197 validation_1-mae:6291.77881 [268] validation_0-mae:5741.04834 validation_1-mae:6291.06738 [269] validation_0-mae:5738.36133 validation_1-mae:6290.25439 [270] validation_0-mae:5736.77100 validation_1-mae:6288.62256 [271] validation_0-mae:5735.08496 validation_1-mae:6288.22412 [272] validation_0-mae:5733.20752 validation_1-mae:6287.54004 [273] validation_0-mae:5732.29688 validation_1-mae:6288.02246 [274] validation_0-mae:5730.81982 validation_1-mae:6286.76904 [275] validation_0-mae:5728.52148 validation_1-mae:6285.98486 [276] validation_0-mae:5726.95654 validation_1-mae:6284.88330 [277] validation_0-mae:5725.47461 validation_1-mae:6284.66602 [278] validation_0-mae:5722.22022 validation_1-mae:6285.12988 [279] validation_0-mae:5718.51709 validation_1-mae:6282.27344 [280] validation_0-mae:5712.58008 validation_1-mae:6278.90918 [281] validation_0-mae:5710.31885 validation_1-mae:6278.61035 [282] validation_0-mae:5708.98633 validation_1-mae:6278.12451 [283] validation_0-mae:5706.42529 validation_1-mae:6277.69189 [284] validation_0-mae:5702.40234 validation_1-mae:6276.59424 [285] validation_0-mae:5699.81689 validation_1-mae:6276.07764 [286] validation_0-mae:5698.66357 validation_1-mae:6275.69482 [287] validation_0-mae:5695.94141 validation_1-mae:6276.40283 [288] validation_0-mae:5691.28516 validation_1-mae:6275.20117 [289] validation_0-mae:5689.18018 validation_1-mae:6274.35449 [290] validation_0-mae:5685.12549 validation_1-mae:6274.27051 [291] validation_0-mae:5681.38721 validation_1-mae:6272.50000 [292] validation_0-mae:5679.28418 validation_1-mae:6271.21289 [293] validation_0-mae:5677.80957 validation_1-mae:6270.50879 [294] validation_0-mae:5675.48389 validation_1-mae:6269.14893 [295] validation_0-mae:5671.54688 validation_1-mae:6267.48926 [296] validation_0-mae:5667.17041 validation_1-mae:6264.80811 [297] validation_0-mae:5663.60693 validation_1-mae:6263.99414 [298] validation_0-mae:5661.57031 validation_1-mae:6262.85498 [299] validation_0-mae:5659.57324 validation_1-mae:6262.84033 [300] validation_0-mae:5654.68603 validation_1-mae:6259.41113 [301] validation_0-mae:5651.74853 validation_1-mae:6258.00244 [302] validation_0-mae:5650.34424 validation_1-mae:6257.53564 [303] validation_0-mae:5649.17529 validation_1-mae:6257.25830 [304] validation_0-mae:5647.05957 validation_1-mae:6257.22510 [305] validation_0-mae:5644.81738 validation_1-mae:6256.68603 [306] validation_0-mae:5643.97754 validation_1-mae:6256.05225 [307] validation_0-mae:5642.30322 validation_1-mae:6255.26221 [308] validation_0-mae:5641.26416 validation_1-mae:6255.31250 [309] validation_0-mae:5639.78711 validation_1-mae:6255.16357 [310] validation_0-mae:5636.26953 validation_1-mae:6254.33496 [311] validation_0-mae:5634.57178 validation_1-mae:6254.67822 [312] validation_0-mae:5632.99023 validation_1-mae:6254.75342 [313] validation_0-mae:5630.19873 validation_1-mae:6253.32520 [314] validation_0-mae:5628.20166 validation_1-mae:6253.17139 [315] validation_0-mae:5624.85986 validation_1-mae:6252.18115 [316] validation_0-mae:5622.59717 validation_1-mae:6251.84717 [317] validation_0-mae:5620.54541 validation_1-mae:6252.09619 [318] validation_0-mae:5619.96680 validation_1-mae:6251.64453 [319] validation_0-mae:5614.39648 validation_1-mae:6246.66943 [320] validation_0-mae:5611.67383 validation_1-mae:6245.00830 [321] validation_0-mae:5609.20508 validation_1-mae:6244.25195 [322] validation_0-mae:5605.97022 validation_1-mae:6243.14893 [323] validation_0-mae:5603.15039 validation_1-mae:6240.66992 [324] validation_0-mae:5599.31689 validation_1-mae:6239.79785 [325] validation_0-mae:5597.65381 validation_1-mae:6240.31348 [326] validation_0-mae:5594.81201 validation_1-mae:6239.95947 [327] validation_0-mae:5593.06445 validation_1-mae:6239.39600 [328] validation_0-mae:5591.28320 validation_1-mae:6239.45654 [329] validation_0-mae:5590.35107 validation_1-mae:6239.85059 [330] validation_0-mae:5587.93213 validation_1-mae:6239.13770 [331] validation_0-mae:5585.74756 validation_1-mae:6239.26709 [332] validation_0-mae:5582.66016 validation_1-mae:6238.44189 [333] validation_0-mae:5582.44238 validation_1-mae:6238.68018 [334] validation_0-mae:5579.77588 validation_1-mae:6237.69922 [335] validation_0-mae:5576.13232 validation_1-mae:6237.01123 [336] validation_0-mae:5573.55664 validation_1-mae:6236.55029 [337] validation_0-mae:5571.75391 validation_1-mae:6236.01318 [338] validation_0-mae:5570.48779 validation_1-mae:6235.60742 [339] validation_0-mae:5568.33643 validation_1-mae:6235.07129 [340] validation_0-mae:5566.47510 validation_1-mae:6234.36279 [341] validation_0-mae:5564.54395 validation_1-mae:6233.13525 [342] validation_0-mae:5563.67334 validation_1-mae:6232.88721 [343] validation_0-mae:5563.10693 validation_1-mae:6232.95020 [344] validation_0-mae:5558.35938 validation_1-mae:6230.68115 [345] validation_0-mae:5555.37500 validation_1-mae:6231.06787 [346] validation_0-mae:5554.45166 validation_1-mae:6230.91504 [347] validation_0-mae:5549.47266 validation_1-mae:6227.51416 [348] validation_0-mae:5547.27637 validation_1-mae:6226.96533 [349] validation_0-mae:5541.53760 validation_1-mae:6223.11182 [350] validation_0-mae:5538.02783 validation_1-mae:6221.19824 [351] validation_0-mae:5535.59131 validation_1-mae:6219.36963 [352] validation_0-mae:5533.34424 validation_1-mae:6218.45166 [353] validation_0-mae:5530.34717 validation_1-mae:6216.76367 [354] validation_0-mae:5528.39795 validation_1-mae:6216.69873 [355] validation_0-mae:5526.40186 validation_1-mae:6215.82520 [356] validation_0-mae:5524.64941 validation_1-mae:6215.01904 [357] validation_0-mae:5523.45410 validation_1-mae:6214.98584 [358] validation_0-mae:5522.04639 validation_1-mae:6214.00781 [359] validation_0-mae:5519.76709 validation_1-mae:6212.98291 [360] validation_0-mae:5517.21728 validation_1-mae:6212.17725 [361] validation_0-mae:5516.39600 validation_1-mae:6212.40527 [362] validation_0-mae:5513.73828 validation_1-mae:6211.58203 [363] validation_0-mae:5512.17529 validation_1-mae:6211.24707 [364] validation_0-mae:5509.92969 validation_1-mae:6210.95410 [365] validation_0-mae:5508.53662 validation_1-mae:6210.50781 [366] validation_0-mae:5506.08984 validation_1-mae:6210.85791 [367] validation_0-mae:5505.01270 validation_1-mae:6210.46973 [368] validation_0-mae:5501.95361 validation_1-mae:6208.48145 [369] validation_0-mae:5500.55615 validation_1-mae:6207.90967 [370] validation_0-mae:5499.53223 validation_1-mae:6207.62744 [371] validation_0-mae:5498.27832 validation_1-mae:6207.11182 [372] validation_0-mae:5497.39844 validation_1-mae:6206.64990 [373] validation_0-mae:5493.08936 validation_1-mae:6204.10400 [374] validation_0-mae:5491.42969 validation_1-mae:6204.52832 [375] validation_0-mae:5489.37353 validation_1-mae:6202.78027 [376] validation_0-mae:5487.23682 validation_1-mae:6202.15186 [377] validation_0-mae:5481.15576 validation_1-mae:6197.62549 [378] validation_0-mae:5479.42432 validation_1-mae:6197.04150 [379] validation_0-mae:5475.14844 validation_1-mae:6193.89014 [380] validation_0-mae:5472.93848 validation_1-mae:6193.45752 [381] validation_0-mae:5472.57959 validation_1-mae:6193.59961 [382] validation_0-mae:5470.60303 validation_1-mae:6192.63281 [383] validation_0-mae:5469.94531 validation_1-mae:6192.80664 [384] validation_0-mae:5467.53564 validation_1-mae:6193.52051 [385] validation_0-mae:5465.54150 validation_1-mae:6193.43799 [386] validation_0-mae:5460.65527 validation_1-mae:6191.12500 [387] validation_0-mae:5456.36328 validation_1-mae:6189.88379 [388] validation_0-mae:5455.09473 validation_1-mae:6189.76709 [389] validation_0-mae:5453.50147 validation_1-mae:6189.13232 [390] validation_0-mae:5448.92480 validation_1-mae:6187.22656 [391] validation_0-mae:5448.48096 validation_1-mae:6187.37598 [392] validation_0-mae:5447.66699 validation_1-mae:6187.26318 [393] validation_0-mae:5445.30811 validation_1-mae:6185.71094 [394] validation_0-mae:5443.59961 validation_1-mae:6186.32129 [395] validation_0-mae:5441.79199 validation_1-mae:6186.66846 [396] validation_0-mae:5438.82080 validation_1-mae:6185.54980 [397] validation_0-mae:5438.29053 validation_1-mae:6185.80469 [398] validation_0-mae:5436.65430 validation_1-mae:6185.74463 [399] validation_0-mae:5434.34522 validation_1-mae:6185.70020 [400] validation_0-mae:5432.83691 validation_1-mae:6184.87109 [401] validation_0-mae:5432.26807 validation_1-mae:6185.06055 [402] validation_0-mae:5431.15967 validation_1-mae:6184.36816 [403] validation_0-mae:5427.91406 validation_1-mae:6182.51367 [404] validation_0-mae:5426.54297 validation_1-mae:6181.91504 [405] validation_0-mae:5424.75488 validation_1-mae:6181.47168 [406] validation_0-mae:5420.53955 validation_1-mae:6178.69873 [407] validation_0-mae:5418.20264 validation_1-mae:6178.41406 [408] validation_0-mae:5415.14453 validation_1-mae:6177.80322 [409] validation_0-mae:5411.27637 validation_1-mae:6176.09912 [410] validation_0-mae:5407.78076 validation_1-mae:6174.78125 [411] validation_0-mae:5403.60156 validation_1-mae:6174.42676 [412] validation_0-mae:5402.00830 validation_1-mae:6173.79541 [413] validation_0-mae:5398.18603 validation_1-mae:6173.00000 [414] validation_0-mae:5395.91309 validation_1-mae:6172.70752 [415] validation_0-mae:5395.59033 validation_1-mae:6172.77686 [416] validation_0-mae:5394.16064 validation_1-mae:6172.22656 [417] validation_0-mae:5392.08203 validation_1-mae:6171.38916 [418] validation_0-mae:5389.41553 validation_1-mae:6171.33789 [419] validation_0-mae:5388.83740 validation_1-mae:6171.07129 [420] validation_0-mae:5385.23145 validation_1-mae:6168.15869 [421] validation_0-mae:5382.99414 validation_1-mae:6168.33203 [422] validation_0-mae:5381.80225 validation_1-mae:6167.53955 [423] validation_0-mae:5380.00537 validation_1-mae:6166.57373 [424] validation_0-mae:5377.91602 validation_1-mae:6165.17139 [425] validation_0-mae:5375.35938 validation_1-mae:6164.13867 [426] validation_0-mae:5373.17725 validation_1-mae:6164.10010 [427] validation_0-mae:5371.92871 validation_1-mae:6163.34863 [428] validation_0-mae:5371.06885 validation_1-mae:6163.17871 [429] validation_0-mae:5367.29639 validation_1-mae:6161.00439 [430] validation_0-mae:5365.57031 validation_1-mae:6160.88232 [431] validation_0-mae:5365.01514 validation_1-mae:6160.70264 [432] validation_0-mae:5361.36279 validation_1-mae:6159.78809 [433] validation_0-mae:5356.93603 validation_1-mae:6159.09326 [434] validation_0-mae:5355.45459 validation_1-mae:6158.46436 [435] validation_0-mae:5353.05664 validation_1-mae:6157.28906 [436] validation_0-mae:5352.59228 validation_1-mae:6157.31103 [437] validation_0-mae:5351.03125 validation_1-mae:6157.25244 [438] validation_0-mae:5348.47559 validation_1-mae:6156.15039 [439] validation_0-mae:5346.37353 validation_1-mae:6156.06982 [440] validation_0-mae:5345.46240 validation_1-mae:6155.79785 [441] validation_0-mae:5344.07080 validation_1-mae:6156.23096 [442] validation_0-mae:5340.79443 validation_1-mae:6155.43018 [443] validation_0-mae:5336.64600 validation_1-mae:6153.15576 [444] validation_0-mae:5332.44482 validation_1-mae:6151.33594 [445] validation_0-mae:5331.11328 validation_1-mae:6150.75781 [446] validation_0-mae:5330.45703 validation_1-mae:6150.70264 [447] validation_0-mae:5328.17969 validation_1-mae:6149.71875 [448] validation_0-mae:5326.27637 validation_1-mae:6149.36475 [449] validation_0-mae:5324.34033 validation_1-mae:6148.30518 [450] validation_0-mae:5323.61133 validation_1-mae:6148.80273 [451] validation_0-mae:5320.72754 validation_1-mae:6148.14648 [452] validation_0-mae:5319.08936 validation_1-mae:6147.90234 [453] validation_0-mae:5316.65088 validation_1-mae:6147.26465 [454] validation_0-mae:5315.18750 validation_1-mae:6147.15576 [455] validation_0-mae:5314.46436 validation_1-mae:6147.06445 [456] validation_0-mae:5312.35107 validation_1-mae:6145.97852 [457] validation_0-mae:5311.46924 validation_1-mae:6145.52393 [458] validation_0-mae:5309.83398 validation_1-mae:6145.86523 [459] validation_0-mae:5309.05469 validation_1-mae:6145.31152 [460] validation_0-mae:5307.62647 validation_1-mae:6144.51123 [461] validation_0-mae:5305.40137 validation_1-mae:6144.66602 [462] validation_0-mae:5302.20605 validation_1-mae:6144.96826 [463] validation_0-mae:5300.88086 validation_1-mae:6144.70361 [464] validation_0-mae:5298.98682 validation_1-mae:6145.25879 [465] validation_0-mae:5296.88330 validation_1-mae:6145.23633 [466] validation_0-mae:5294.90918 validation_1-mae:6143.89258 [467] validation_0-mae:5294.10693 validation_1-mae:6143.56348 [468] validation_0-mae:5292.14209 validation_1-mae:6141.86670 [469] validation_0-mae:5292.02588 validation_1-mae:6141.83057 [470] validation_0-mae:5291.50293 validation_1-mae:6141.64502 [471] validation_0-mae:5289.19824 validation_1-mae:6142.15088 [472] validation_0-mae:5287.62012 validation_1-mae:6142.07715 [473] validation_0-mae:5285.20020 validation_1-mae:6140.77978 [474] validation_0-mae:5284.16309 validation_1-mae:6140.70752 [475] validation_0-mae:5283.53613 validation_1-mae:6140.65186 [476] validation_0-mae:5282.33447 validation_1-mae:6140.50244 [477] validation_0-mae:5279.18897 validation_1-mae:6140.30078 [478] validation_0-mae:5275.39258 validation_1-mae:6138.05225 [479] validation_0-mae:5274.64355 validation_1-mae:6138.04688 [480] validation_0-mae:5273.09082 validation_1-mae:6137.15039 [481] validation_0-mae:5272.45312 validation_1-mae:6137.28516 [482] validation_0-mae:5271.19727 validation_1-mae:6136.99512 [483] validation_0-mae:5271.04883 validation_1-mae:6137.03662 [484] validation_0-mae:5268.72705 validation_1-mae:6135.96387 [485] validation_0-mae:5267.73242 validation_1-mae:6135.78174 [486] validation_0-mae:5266.85791 validation_1-mae:6135.79590 [487] validation_0-mae:5265.28760 validation_1-mae:6135.60986 [488] validation_0-mae:5264.82227 validation_1-mae:6135.70898 [489] validation_0-mae:5264.47705 validation_1-mae:6135.66895 [490] validation_0-mae:5262.02100 validation_1-mae:6135.65527 [491] validation_0-mae:5259.18359 validation_1-mae:6134.34522 [492] validation_0-mae:5257.03809 validation_1-mae:6133.57666 [493] validation_0-mae:5254.67188 validation_1-mae:6132.37988 [494] validation_0-mae:5253.66553 validation_1-mae:6132.28223 [495] validation_0-mae:5251.23633 validation_1-mae:6132.93945 [496] validation_0-mae:5249.78320 validation_1-mae:6132.00537 [497] validation_0-mae:5248.20361 validation_1-mae:6131.81494 [498] validation_0-mae:5246.22363 validation_1-mae:6131.54639 [499] validation_0-mae:5244.66016 validation_1-mae:6130.99512 [500] validation_0-mae:5242.21924 validation_1-mae:6130.10498 [501] validation_0-mae:5239.58740 validation_1-mae:6128.84522 [502] validation_0-mae:5236.85303 validation_1-mae:6128.64111 [503] validation_0-mae:5234.27295 validation_1-mae:6128.03027 [504] validation_0-mae:5231.61768 validation_1-mae:6126.10303 [505] validation_0-mae:5227.66113 validation_1-mae:6124.56201 [506] validation_0-mae:5225.71387 validation_1-mae:6124.41162 [507] validation_0-mae:5224.73779 validation_1-mae:6124.27832 [508] validation_0-mae:5221.29443 validation_1-mae:6123.63818 [509] validation_0-mae:5218.26953 validation_1-mae:6122.97070 [510] validation_0-mae:5216.45459 validation_1-mae:6122.16406 [511] validation_0-mae:5214.15234 validation_1-mae:6122.61572 [512] validation_0-mae:5211.17725 validation_1-mae:6121.22510 [513] validation_0-mae:5209.16406 validation_1-mae:6120.31397 [514] validation_0-mae:5206.77295 validation_1-mae:6119.35303 [515] validation_0-mae:5204.48047 validation_1-mae:6119.18897 [516] validation_0-mae:5202.62598 validation_1-mae:6118.14648 [517] validation_0-mae:5201.14453 validation_1-mae:6118.19336 [518] validation_0-mae:5197.93945 validation_1-mae:6117.29932 [519] validation_0-mae:5195.83789 validation_1-mae:6116.68018 [520] validation_0-mae:5192.23633 validation_1-mae:6114.91650 [521] validation_0-mae:5191.03027 validation_1-mae:6114.68115 [522] validation_0-mae:5189.61182 validation_1-mae:6114.32715 [523] validation_0-mae:5188.28857 validation_1-mae:6114.51855 [524] validation_0-mae:5186.63281 validation_1-mae:6113.31592 [525] validation_0-mae:5184.42090 validation_1-mae:6112.60938 [526] validation_0-mae:5182.90234 validation_1-mae:6111.97607 [527] validation_0-mae:5182.28857 validation_1-mae:6112.02051 [528] validation_0-mae:5181.83057 validation_1-mae:6112.32324 [529] validation_0-mae:5180.13330 validation_1-mae:6111.42871 [530] validation_0-mae:5179.33057 validation_1-mae:6111.30322 [531] validation_0-mae:5178.31934 validation_1-mae:6110.58789 [532] validation_0-mae:5177.51318 validation_1-mae:6110.44336 [533] validation_0-mae:5177.01318 validation_1-mae:6110.57520 [534] validation_0-mae:5173.01758 validation_1-mae:6108.57324 [535] validation_0-mae:5170.77148 validation_1-mae:6108.28027 [536] validation_0-mae:5166.15234 validation_1-mae:6107.31152 [537] validation_0-mae:5164.44580 validation_1-mae:6107.01270 [538] validation_0-mae:5162.49512 validation_1-mae:6106.37158 [539] validation_0-mae:5160.52295 validation_1-mae:6106.42285 [540] validation_0-mae:5160.17285 validation_1-mae:6106.40576 [541] validation_0-mae:5158.14111 validation_1-mae:6106.24951 [542] validation_0-mae:5155.29883 validation_1-mae:6105.81543 [543] validation_0-mae:5154.20752 validation_1-mae:6105.34277 [544] validation_0-mae:5153.79590 validation_1-mae:6105.26807 [545] validation_0-mae:5152.76025 validation_1-mae:6105.15625 [546] validation_0-mae:5151.56348 validation_1-mae:6105.26709 [547] validation_0-mae:5149.87988 validation_1-mae:6105.48047 [548] validation_0-mae:5149.41553 validation_1-mae:6105.34082 [549] validation_0-mae:5147.25586 validation_1-mae:6104.88965 [550] validation_0-mae:5146.99561 validation_1-mae:6104.64355 [551] validation_0-mae:5144.96191 validation_1-mae:6102.95752 [552] validation_0-mae:5143.68164 validation_1-mae:6102.95264 [553] validation_0-mae:5142.37305 validation_1-mae:6102.90039 [554] validation_0-mae:5141.90430 validation_1-mae:6102.85107 [555] validation_0-mae:5138.66846 validation_1-mae:6101.92139 [556] validation_0-mae:5136.49805 validation_1-mae:6102.40625 [557] validation_0-mae:5134.17383 validation_1-mae:6101.96631 [558] validation_0-mae:5131.40918 validation_1-mae:6101.68848 [559] validation_0-mae:5129.81348 validation_1-mae:6101.22754 [560] validation_0-mae:5129.08203 validation_1-mae:6101.45264 [561] validation_0-mae:5128.93945 validation_1-mae:6101.48145 [562] validation_0-mae:5128.43994 validation_1-mae:6101.38232 [563] validation_0-mae:5125.56250 validation_1-mae:6099.66943 [564] validation_0-mae:5123.99023 validation_1-mae:6099.23389 [565] validation_0-mae:5121.73633 validation_1-mae:6098.24951 [566] validation_0-mae:5120.35156 validation_1-mae:6098.04004 [567] validation_0-mae:5119.46924 validation_1-mae:6097.96387 [568] validation_0-mae:5118.22900 validation_1-mae:6098.03418 [569] validation_0-mae:5117.31201 validation_1-mae:6097.89307 [570] validation_0-mae:5115.23438 validation_1-mae:6097.61133 [571] validation_0-mae:5113.86084 validation_1-mae:6097.74414 [572] validation_0-mae:5113.45801 validation_1-mae:6097.75098 [573] validation_0-mae:5112.56250 validation_1-mae:6097.19775 [574] validation_0-mae:5111.64502 validation_1-mae:6097.21240 [575] validation_0-mae:5108.96728 validation_1-mae:6095.73828 [576] validation_0-mae:5106.17676 validation_1-mae:6095.12842 [577] validation_0-mae:5105.05469 validation_1-mae:6094.74316 [578] validation_0-mae:5104.17920 validation_1-mae:6094.74316 [579] validation_0-mae:5101.45312 validation_1-mae:6093.73486 [580] validation_0-mae:5099.68018 validation_1-mae:6092.74072 [581] validation_0-mae:5097.19434 validation_1-mae:6092.35156 [582] validation_0-mae:5095.33838 validation_1-mae:6092.49658 [583] validation_0-mae:5094.43555 validation_1-mae:6092.04932 [584] validation_0-mae:5093.98438 validation_1-mae:6092.28467 [585] validation_0-mae:5093.15137 validation_1-mae:6092.45410 [586] validation_0-mae:5090.86572 validation_1-mae:6092.70703 [587] validation_0-mae:5089.57422 validation_1-mae:6091.97461 [588] validation_0-mae:5087.21826 validation_1-mae:6091.11182 [589] validation_0-mae:5085.79541 validation_1-mae:6091.38770 [590] validation_0-mae:5084.36035 validation_1-mae:6089.98828 [591] validation_0-mae:5083.50586 validation_1-mae:6089.55225 [592] validation_0-mae:5082.46680 validation_1-mae:6089.24756 [593] validation_0-mae:5081.14209 validation_1-mae:6089.45898 [594] validation_0-mae:5080.30762 validation_1-mae:6089.42529 [595] validation_0-mae:5078.30957 validation_1-mae:6088.82080 [596] validation_0-mae:5076.23682 validation_1-mae:6088.17090 [597] validation_0-mae:5073.74170 validation_1-mae:6087.03467 [598] validation_0-mae:5071.87012 validation_1-mae:6086.47705 [599] validation_0-mae:5071.14014 validation_1-mae:6086.86426 [600] validation_0-mae:5069.33398 validation_1-mae:6086.12305 [601] validation_0-mae:5066.77734 validation_1-mae:6085.45752 [602] validation_0-mae:5064.37109 validation_1-mae:6084.28076 [603] validation_0-mae:5063.38135 validation_1-mae:6084.77100 [604] validation_0-mae:5060.06103 validation_1-mae:6083.09082 [605] validation_0-mae:5058.14209 validation_1-mae:6082.70215 [606] validation_0-mae:5055.43555 validation_1-mae:6081.91406 [607] validation_0-mae:5053.57520 validation_1-mae:6083.01367 [608] validation_0-mae:5052.69287 validation_1-mae:6083.16357 [609] validation_0-mae:5050.81397 validation_1-mae:6081.78272 [610] validation_0-mae:5048.28320 validation_1-mae:6081.56934 [611] validation_0-mae:5046.73438 validation_1-mae:6081.70264 [612] validation_0-mae:5046.06787 validation_1-mae:6081.65186 [613] validation_0-mae:5044.82520 validation_1-mae:6081.47754 [614] validation_0-mae:5044.26953 validation_1-mae:6082.19873 [615] validation_0-mae:5039.90381 validation_1-mae:6080.66992 [616] validation_0-mae:5038.82715 validation_1-mae:6080.34033 [617] validation_0-mae:5036.47607 validation_1-mae:6080.17041 [618] validation_0-mae:5033.49902 validation_1-mae:6079.72559 [619] validation_0-mae:5030.53809 validation_1-mae:6079.73145 [620] validation_0-mae:5027.88379 validation_1-mae:6078.49316 [621] validation_0-mae:5027.45898 validation_1-mae:6078.42725 [622] validation_0-mae:5025.90527 validation_1-mae:6078.80811 [623] validation_0-mae:5022.70068 validation_1-mae:6078.55176 [624] validation_0-mae:5021.33154 validation_1-mae:6078.87793 [625] validation_0-mae:5018.69629 validation_1-mae:6077.07471 [626] validation_0-mae:5017.45312 validation_1-mae:6077.39551 [627] validation_0-mae:5015.36670 validation_1-mae:6077.36768 [628] validation_0-mae:5014.01270 validation_1-mae:6077.71191 [629] validation_0-mae:5012.49561 validation_1-mae:6077.00586 [630] validation_0-mae:5011.23486 validation_1-mae:6076.79834 [631] validation_0-mae:5008.75732 validation_1-mae:6076.52783 [632] validation_0-mae:5005.95898 validation_1-mae:6075.12353 [633] validation_0-mae:5004.81836 validation_1-mae:6074.97607 [634] validation_0-mae:5001.48730 validation_1-mae:6073.58691 [635] validation_0-mae:4998.66504 validation_1-mae:6071.81738 [636] validation_0-mae:4997.83887 validation_1-mae:6071.73730 [637] validation_0-mae:4997.30273 validation_1-mae:6071.51514 [638] validation_0-mae:4994.32959 validation_1-mae:6071.42920 [639] validation_0-mae:4992.49316 validation_1-mae:6071.84375 [640] validation_0-mae:4991.54346 validation_1-mae:6071.43603 [641] validation_0-mae:4990.96240 validation_1-mae:6071.35693 [642] validation_0-mae:4988.46338 validation_1-mae:6070.48193 [643] validation_0-mae:4986.48438 validation_1-mae:6070.89062 [644] validation_0-mae:4984.91211 validation_1-mae:6071.15088 [645] validation_0-mae:4982.88525 validation_1-mae:6069.76367 [646] validation_0-mae:4981.76367 validation_1-mae:6069.55957 [647] validation_0-mae:4979.50000 validation_1-mae:6068.56641 [648] validation_0-mae:4977.78125 validation_1-mae:6067.83740 [649] validation_0-mae:4977.41992 validation_1-mae:6067.82520 [650] validation_0-mae:4976.49756 validation_1-mae:6067.89404 [651] validation_0-mae:4974.71289 validation_1-mae:6068.04053 [652] validation_0-mae:4974.28076 validation_1-mae:6067.89355 [653] validation_0-mae:4972.76855 validation_1-mae:6068.19189 [654] validation_0-mae:4970.56641 validation_1-mae:6067.82910 [655] validation_0-mae:4969.58545 validation_1-mae:6067.25684 [656] validation_0-mae:4968.68994 validation_1-mae:6067.12647 [657] validation_0-mae:4967.56982 validation_1-mae:6067.23926 [658] validation_0-mae:4965.91357 validation_1-mae:6067.58496 [659] validation_0-mae:4964.19287 validation_1-mae:6067.23438 [660] validation_0-mae:4962.82715 validation_1-mae:6066.36523 [661] validation_0-mae:4960.63721 validation_1-mae:6065.11084 [662] validation_0-mae:4958.77686 validation_1-mae:6064.02734 [663] validation_0-mae:4958.37109 validation_1-mae:6064.10254 [664] validation_0-mae:4957.15088 validation_1-mae:6063.66357 [665] validation_0-mae:4954.48486 validation_1-mae:6062.26807 [666] validation_0-mae:4953.27148 validation_1-mae:6062.63330 [667] validation_0-mae:4952.44971 validation_1-mae:6061.87061 [668] validation_0-mae:4951.39795 validation_1-mae:6062.33936 [669] validation_0-mae:4949.78369 validation_1-mae:6062.58838 [670] validation_0-mae:4947.52930 validation_1-mae:6062.61035 [671] validation_0-mae:4945.01123 validation_1-mae:6062.03174 [672] validation_0-mae:4943.76904 validation_1-mae:6061.94531 [673] validation_0-mae:4942.20654 validation_1-mae:6061.69580 [674] validation_0-mae:4938.88184 validation_1-mae:6060.92188 [675] validation_0-mae:4938.14111 validation_1-mae:6060.40039 [676] validation_0-mae:4937.64746 validation_1-mae:6060.15869 [677] validation_0-mae:4936.91406 validation_1-mae:6059.98877 [678] validation_0-mae:4935.10205 validation_1-mae:6060.82227 [679] validation_0-mae:4933.44482 validation_1-mae:6059.60303 [680] validation_0-mae:4931.43555 validation_1-mae:6059.76221 [681] validation_0-mae:4930.74805 validation_1-mae:6059.71631 [682] validation_0-mae:4928.88721 validation_1-mae:6059.01758 [683] validation_0-mae:4928.81103 validation_1-mae:6059.06006 [684] validation_0-mae:4926.86523 validation_1-mae:6059.62207 [685] validation_0-mae:4925.66162 validation_1-mae:6060.59522 [686] validation_0-mae:4924.24170 validation_1-mae:6060.45947 [687] validation_0-mae:4922.29639 validation_1-mae:6060.14355 [688] validation_0-mae:4919.89600 validation_1-mae:6059.67188 [689] validation_0-mae:4917.75586 validation_1-mae:6059.41797 [690] validation_0-mae:4917.08008 validation_1-mae:6059.28369 [691] validation_0-mae:4914.95508 validation_1-mae:6058.76416 [692] validation_0-mae:4912.72217 validation_1-mae:6058.77930 [693] validation_0-mae:4911.40478 validation_1-mae:6057.98047 [694] validation_0-mae:4909.35303 validation_1-mae:6058.90967 [695] validation_0-mae:4907.57812 validation_1-mae:6058.12500 [696] validation_0-mae:4904.70850 validation_1-mae:6056.90283 [697] validation_0-mae:4903.64062 validation_1-mae:6056.32568 [698] validation_0-mae:4901.86719 validation_1-mae:6055.27197 [699] validation_0-mae:4899.54736 validation_1-mae:6055.12988 [700] validation_0-mae:4898.13281 validation_1-mae:6054.12207 [701] validation_0-mae:4897.11377 validation_1-mae:6054.44971 [702] validation_0-mae:4895.09033 validation_1-mae:6054.04199 [703] validation_0-mae:4893.43799 validation_1-mae:6053.53516 [704] validation_0-mae:4892.69678 validation_1-mae:6053.73730 [705] validation_0-mae:4890.11328 validation_1-mae:6052.86133 [706] validation_0-mae:4888.82031 validation_1-mae:6053.20898 [707] validation_0-mae:4887.64062 validation_1-mae:6052.96387 [708] validation_0-mae:4885.55371 validation_1-mae:6052.60303 [709] validation_0-mae:4884.86475 validation_1-mae:6052.40527 [710] validation_0-mae:4883.93945 validation_1-mae:6052.41943 [711] validation_0-mae:4882.72314 validation_1-mae:6051.96094 [712] validation_0-mae:4881.11621 validation_1-mae:6051.82568 [713] validation_0-mae:4880.18750 validation_1-mae:6052.10889 [714] validation_0-mae:4879.64502 validation_1-mae:6052.14453 [715] validation_0-mae:4878.23291 validation_1-mae:6051.63281 [716] validation_0-mae:4876.81934 validation_1-mae:6052.05615 [717] validation_0-mae:4875.77637 validation_1-mae:6051.28027 [718] validation_0-mae:4874.38037 validation_1-mae:6050.69824 [719] validation_0-mae:4873.71924 validation_1-mae:6050.39697 [720] validation_0-mae:4873.03906 validation_1-mae:6051.03027 [721] validation_0-mae:4872.21533 validation_1-mae:6050.90772 [722] validation_0-mae:4871.08057 validation_1-mae:6050.97119 [723] validation_0-mae:4869.34717 validation_1-mae:6050.82178 [724] validation_0-mae:4868.31543 validation_1-mae:6050.77002 [725] validation_0-mae:4867.15625 validation_1-mae:6050.72168 [726] validation_0-mae:4864.75879 validation_1-mae:6050.33740 [727] validation_0-mae:4863.32617 validation_1-mae:6049.82959 [728] validation_0-mae:4861.95752 validation_1-mae:6049.68164 [729] validation_0-mae:4859.53613 validation_1-mae:6048.61279 [730] validation_0-mae:4858.10205 validation_1-mae:6048.44092 [731] validation_0-mae:4856.89893 validation_1-mae:6048.18897 [732] validation_0-mae:4856.56836 validation_1-mae:6048.14551 [733] validation_0-mae:4855.39209 validation_1-mae:6047.87500 [734] validation_0-mae:4854.10840 validation_1-mae:6047.18115 [735] validation_0-mae:4852.94678 validation_1-mae:6046.93164 [736] validation_0-mae:4851.98047 validation_1-mae:6047.07227 [737] validation_0-mae:4851.78027 validation_1-mae:6047.03760 [738] validation_0-mae:4850.55127 validation_1-mae:6047.11523 [739] validation_0-mae:4849.63818 validation_1-mae:6047.31885 [740] validation_0-mae:4848.02246 validation_1-mae:6046.62158 [741] validation_0-mae:4847.18603 validation_1-mae:6046.38965 [742] validation_0-mae:4846.32178 validation_1-mae:6046.67041 [743] validation_0-mae:4846.28711 validation_1-mae:6046.66455 [744] validation_0-mae:4844.37988 validation_1-mae:6046.19482 [745] validation_0-mae:4843.50391 validation_1-mae:6046.17383 [746] validation_0-mae:4842.39648 validation_1-mae:6045.66650 [747] validation_0-mae:4841.37939 validation_1-mae:6045.68018 [748] validation_0-mae:4840.62891 validation_1-mae:6045.52002 [749] validation_0-mae:4839.03076 validation_1-mae:6046.13184 [750] validation_0-mae:4838.04590 validation_1-mae:6046.72510 [751] validation_0-mae:4836.44141 validation_1-mae:6047.33057 [752] validation_0-mae:4834.15576 validation_1-mae:6046.44189 [753] validation_0-mae:4833.39502 validation_1-mae:6047.16895 [754] validation_0-mae:4830.95801 validation_1-mae:6045.88330 [755] validation_0-mae:4828.77539 validation_1-mae:6045.24561 [756] validation_0-mae:4827.65381 validation_1-mae:6044.54443 [757] validation_0-mae:4826.71875 validation_1-mae:6045.02393 [758] validation_0-mae:4826.06592 validation_1-mae:6044.99805 [759] validation_0-mae:4825.71484 validation_1-mae:6045.10107 [760] validation_0-mae:4824.78809 validation_1-mae:6045.47119 [761] validation_0-mae:4822.72314 validation_1-mae:6045.03711 [762] validation_0-mae:4820.49609 validation_1-mae:6045.05176 [763] validation_0-mae:4818.67627 validation_1-mae:6044.47070 [764] validation_0-mae:4816.34277 validation_1-mae:6044.49805 [765] validation_0-mae:4814.99707 validation_1-mae:6044.79443 [766] validation_0-mae:4813.54297 validation_1-mae:6045.05127 [767] validation_0-mae:4812.11523 validation_1-mae:6044.83496 [768] validation_0-mae:4809.55273 validation_1-mae:6044.26270 [769] validation_0-mae:4808.27197 validation_1-mae:6044.14453 [770] validation_0-mae:4807.56885 validation_1-mae:6044.26660 [771] validation_0-mae:4807.38428 validation_1-mae:6044.15674 [772] validation_0-mae:4806.13232 validation_1-mae:6044.35156 [773] validation_0-mae:4804.05225 validation_1-mae:6044.09863 [774] validation_0-mae:4802.52002 validation_1-mae:6043.77441 [775] validation_0-mae:4801.02148 validation_1-mae:6043.98877 [776] validation_0-mae:4799.69385 validation_1-mae:6043.98047 [777] validation_0-mae:4798.77100 validation_1-mae:6043.77832 [778] validation_0-mae:4797.12305 validation_1-mae:6043.89600 [779] validation_0-mae:4793.66309 validation_1-mae:6043.06934 [780] validation_0-mae:4792.64355 validation_1-mae:6042.65869 [781] validation_0-mae:4790.88721 validation_1-mae:6042.74512 [782] validation_0-mae:4789.36279 validation_1-mae:6041.88916 [783] validation_0-mae:4788.18897 validation_1-mae:6041.77686 [784] validation_0-mae:4787.52539 validation_1-mae:6041.67432 [785] validation_0-mae:4785.36279 validation_1-mae:6040.46973 [786] validation_0-mae:4784.02783 validation_1-mae:6040.72949 [787] validation_0-mae:4782.53125 validation_1-mae:6040.65478 [788] validation_0-mae:4782.12988 validation_1-mae:6041.01660 [789] validation_0-mae:4782.05615 validation_1-mae:6040.87256 [790] validation_0-mae:4781.05225 validation_1-mae:6040.46680 [791] validation_0-mae:4780.61377 validation_1-mae:6040.83447 [792] validation_0-mae:4779.28320 validation_1-mae:6040.84131 [793] validation_0-mae:4778.46777 validation_1-mae:6040.43945 [794] validation_0-mae:4776.87207 validation_1-mae:6039.98926 [795] validation_0-mae:4775.94775 validation_1-mae:6040.24414 [796] validation_0-mae:4774.70508 validation_1-mae:6040.00244 [797] validation_0-mae:4774.51660 validation_1-mae:6039.95557 [798] validation_0-mae:4772.15234 validation_1-mae:6039.89209 [799] validation_0-mae:4771.51221 validation_1-mae:6040.01270 [800] validation_0-mae:4771.29688 validation_1-mae:6039.96094 [801] validation_0-mae:4769.78760 validation_1-mae:6039.98047 [802] validation_0-mae:4768.18457 validation_1-mae:6039.56836 [803] validation_0-mae:4767.69238 validation_1-mae:6039.59766 [804] validation_0-mae:4766.24707 validation_1-mae:6039.04053 [805] validation_0-mae:4764.78418 validation_1-mae:6038.50098 [806] validation_0-mae:4762.25244 validation_1-mae:6037.32617 [807] validation_0-mae:4761.47168 validation_1-mae:6036.90283 [808] validation_0-mae:4758.89062 validation_1-mae:6037.13965 [809] validation_0-mae:4757.06885 validation_1-mae:6036.40478 [810] validation_0-mae:4755.14014 validation_1-mae:6036.53125 [811] validation_0-mae:4753.44824 validation_1-mae:6036.67822 [812] validation_0-mae:4752.09522 validation_1-mae:6035.94043 [813] validation_0-mae:4751.28272 validation_1-mae:6036.24561 [814] validation_0-mae:4748.01562 validation_1-mae:6035.37109 [815] validation_0-mae:4746.85059 validation_1-mae:6035.53662 [816] validation_0-mae:4745.85107 validation_1-mae:6035.65430 [817] validation_0-mae:4744.29883 validation_1-mae:6035.70068 [818] validation_0-mae:4742.41064 validation_1-mae:6035.10742 [819] validation_0-mae:4741.45215 validation_1-mae:6035.29932 [820] validation_0-mae:4739.73926 validation_1-mae:6035.43115 [821] validation_0-mae:4738.75049 validation_1-mae:6035.41016 [822] validation_0-mae:4737.02344 validation_1-mae:6034.50586 [823] validation_0-mae:4736.09814 validation_1-mae:6033.98389 [824] validation_0-mae:4734.97803 validation_1-mae:6033.98047 [825] validation_0-mae:4733.70752 validation_1-mae:6033.68506 [826] validation_0-mae:4731.97900 validation_1-mae:6032.91504 [827] validation_0-mae:4730.03027 validation_1-mae:6032.04590 [828] validation_0-mae:4728.31397 validation_1-mae:6031.78906 [829] validation_0-mae:4726.90918 validation_1-mae:6030.98828 [830] validation_0-mae:4725.50977 validation_1-mae:6031.30566 [831] validation_0-mae:4724.24561 validation_1-mae:6031.41064 [832] validation_0-mae:4722.92236 validation_1-mae:6031.61182 [833] validation_0-mae:4721.15869 validation_1-mae:6030.03320 [834] validation_0-mae:4719.92383 validation_1-mae:6030.26855 [835] validation_0-mae:4717.87109 validation_1-mae:6029.36523 [836] validation_0-mae:4716.63428 validation_1-mae:6029.12939 [837] validation_0-mae:4716.24316 validation_1-mae:6029.50147 [838] validation_0-mae:4715.03027 validation_1-mae:6029.35547 [839] validation_0-mae:4713.16650 validation_1-mae:6029.66016 [840] validation_0-mae:4712.10498 validation_1-mae:6029.46631 [841] validation_0-mae:4710.56738 validation_1-mae:6029.47803 [842] validation_0-mae:4709.20898 validation_1-mae:6029.21338 [843] validation_0-mae:4708.40332 validation_1-mae:6029.39404 [844] validation_0-mae:4706.78711 validation_1-mae:6029.14600 [845] validation_0-mae:4705.55713 validation_1-mae:6028.82568 [846] validation_0-mae:4705.18115 validation_1-mae:6028.80420 [847] validation_0-mae:4704.02393 validation_1-mae:6028.17529 [848] validation_0-mae:4702.49658 validation_1-mae:6028.82959 [849] validation_0-mae:4701.71045 validation_1-mae:6029.11914 [850] validation_0-mae:4699.02295 validation_1-mae:6028.66406 [851] validation_0-mae:4698.46143 validation_1-mae:6028.22461 [852] validation_0-mae:4696.72314 validation_1-mae:6028.25488 [853] validation_0-mae:4695.32666 validation_1-mae:6027.80273 [854] validation_0-mae:4694.13379 validation_1-mae:6028.32520 [855] validation_0-mae:4692.01074 validation_1-mae:6027.57861 [856] validation_0-mae:4691.32373 validation_1-mae:6027.34228 [857] validation_0-mae:4689.55127 validation_1-mae:6027.41553 [858] validation_0-mae:4688.69043 validation_1-mae:6027.98291 [859] validation_0-mae:4687.42871 validation_1-mae:6027.58887 [860] validation_0-mae:4686.19287 validation_1-mae:6026.38574 [861] validation_0-mae:4684.72510 validation_1-mae:6026.17432 [862] validation_0-mae:4683.48584 validation_1-mae:6026.31738 [863] validation_0-mae:4682.93897 validation_1-mae:6026.30713 [864] validation_0-mae:4682.77881 validation_1-mae:6026.41113 [865] validation_0-mae:4682.09522 validation_1-mae:6026.72607 [866] validation_0-mae:4682.02441 validation_1-mae:6026.78320 [867] validation_0-mae:4680.98145 validation_1-mae:6026.55078 [868] validation_0-mae:4679.62451 validation_1-mae:6026.26172 [869] validation_0-mae:4678.59326 validation_1-mae:6025.98535 [870] validation_0-mae:4676.36768 validation_1-mae:6025.57080 [871] validation_0-mae:4674.92725 validation_1-mae:6025.43603 [872] validation_0-mae:4672.63477 validation_1-mae:6024.50684 [873] validation_0-mae:4671.26318 validation_1-mae:6024.65967 [874] validation_0-mae:4669.59570 validation_1-mae:6024.15674 [875] validation_0-mae:4668.80176 validation_1-mae:6023.84668 [876] validation_0-mae:4667.26660 validation_1-mae:6024.79785 [877] validation_0-mae:4665.66357 validation_1-mae:6024.60645 [878] validation_0-mae:4664.48340 validation_1-mae:6024.19971 [879] validation_0-mae:4662.87012 validation_1-mae:6024.14648 [880] validation_0-mae:4661.14111 validation_1-mae:6024.15625 [881] validation_0-mae:4659.93506 validation_1-mae:6024.06592 [882] validation_0-mae:4659.26465 validation_1-mae:6024.07715 [883] validation_0-mae:4658.33447 validation_1-mae:6024.13770 [884] validation_0-mae:4658.10254 validation_1-mae:6024.46973 [885] validation_0-mae:4656.82910 validation_1-mae:6024.65478 [886] validation_0-mae:4654.91406 validation_1-mae:6024.22900 [887] validation_0-mae:4653.40381 validation_1-mae:6023.85059 [888] validation_0-mae:4651.58887 validation_1-mae:6023.32812 [889] validation_0-mae:4649.77197 validation_1-mae:6022.65430 [890] validation_0-mae:4649.22949 validation_1-mae:6022.26318 [891] validation_0-mae:4647.55420 validation_1-mae:6022.00195 [892] validation_0-mae:4645.58008 validation_1-mae:6021.80371 [893] validation_0-mae:4643.92236 validation_1-mae:6021.50244 [894] validation_0-mae:4643.10400 validation_1-mae:6021.22412 [895] validation_0-mae:4641.78955 validation_1-mae:6020.87451 [896] validation_0-mae:4640.82080 validation_1-mae:6021.11670 [897] validation_0-mae:4638.15186 validation_1-mae:6020.09375 [898] validation_0-mae:4637.48340 validation_1-mae:6020.09424 [899] validation_0-mae:4636.18945 validation_1-mae:6020.29541 [900] validation_0-mae:4635.39307 validation_1-mae:6020.56787 [901] validation_0-mae:4634.06299 validation_1-mae:6020.30469 [902] validation_0-mae:4632.08984 validation_1-mae:6020.27197 [903] validation_0-mae:4630.80029 validation_1-mae:6020.55859 [904] validation_0-mae:4628.21777 validation_1-mae:6020.24268 [905] validation_0-mae:4626.20850 validation_1-mae:6019.40625 [906] validation_0-mae:4625.13232 validation_1-mae:6019.12549 [907] validation_0-mae:4623.50488 validation_1-mae:6018.74512 [908] validation_0-mae:4622.16504 validation_1-mae:6019.04248 [909] validation_0-mae:4620.37891 validation_1-mae:6018.82031 [910] validation_0-mae:4619.08740 validation_1-mae:6018.32324 [911] validation_0-mae:4616.66357 validation_1-mae:6018.97168 [912] validation_0-mae:4615.58496 validation_1-mae:6018.74023 [913] validation_0-mae:4613.27930 validation_1-mae:6019.25049 [914] validation_0-mae:4612.78369 validation_1-mae:6019.28125 [915] validation_0-mae:4610.65381 validation_1-mae:6019.69531 [916] validation_0-mae:4609.52734 validation_1-mae:6019.56250 [917] validation_0-mae:4608.63086 validation_1-mae:6019.17871 [918] validation_0-mae:4607.01562 validation_1-mae:6019.15625 [919] validation_0-mae:4606.10303 validation_1-mae:6019.29102 [920] validation_0-mae:4605.16406 validation_1-mae:6018.92871 [921] validation_0-mae:4604.60791 validation_1-mae:6018.49902 [922] validation_0-mae:4602.72607 validation_1-mae:6019.07959 [923] validation_0-mae:4602.39453 validation_1-mae:6019.38916 [924] validation_0-mae:4600.63916 validation_1-mae:6019.37939 [925] validation_0-mae:4599.67383 validation_1-mae:6019.04492 [926] validation_0-mae:4599.11963 validation_1-mae:6019.16797 [927] validation_0-mae:4598.32324 validation_1-mae:6018.68213 [928] validation_0-mae:4597.72607 validation_1-mae:6018.89648 [929] validation_0-mae:4596.82227 validation_1-mae:6019.26123 [930] validation_0-mae:4596.40039 validation_1-mae:6018.93311 [931] validation_0-mae:4594.93945 validation_1-mae:6018.88086 [932] validation_0-mae:4593.06982 validation_1-mae:6018.41113 [933] validation_0-mae:4591.27490 validation_1-mae:6018.32715 [934] validation_0-mae:4589.34522 validation_1-mae:6018.02246 [935] validation_0-mae:4588.21875 validation_1-mae:6017.72217 [936] validation_0-mae:4587.55127 validation_1-mae:6017.85693 [937] validation_0-mae:4586.51660 validation_1-mae:6017.01074 [938] validation_0-mae:4585.76025 validation_1-mae:6017.19873 [939] validation_0-mae:4584.89600 validation_1-mae:6017.79883 [940] validation_0-mae:4583.97363 validation_1-mae:6017.91504 [941] validation_0-mae:4583.47314 validation_1-mae:6017.70117 [942] validation_0-mae:4582.87451 validation_1-mae:6017.60840 [943] validation_0-mae:4582.20410 validation_1-mae:6017.15283 [944] validation_0-mae:4581.82959 validation_1-mae:6017.13086 [945] validation_0-mae:4581.71094 validation_1-mae:6017.10449 [946] validation_0-mae:4581.35205 validation_1-mae:6016.82715 [947] validation_0-mae:4580.59668 validation_1-mae:6016.46924 [948] validation_0-mae:4579.92676 validation_1-mae:6016.57568 [949] validation_0-mae:4578.83984 validation_1-mae:6016.48730 [950] validation_0-mae:4577.15625 validation_1-mae:6017.13672 [951] validation_0-mae:4576.74268 validation_1-mae:6017.03174 [952] validation_0-mae:4575.42676 validation_1-mae:6016.51660 [953] validation_0-mae:4574.46436 validation_1-mae:6016.34326 [954] validation_0-mae:4573.05615 validation_1-mae:6015.81934 [955] validation_0-mae:4571.32129 validation_1-mae:6014.78760 [956] validation_0-mae:4570.22119 validation_1-mae:6014.38379 [957] validation_0-mae:4569.42676 validation_1-mae:6014.14746 [958] validation_0-mae:4568.36621 validation_1-mae:6013.86670 [959] validation_0-mae:4567.32861 validation_1-mae:6013.71826 [960] validation_0-mae:4566.29395 validation_1-mae:6013.72119 [961] validation_0-mae:4565.20850 validation_1-mae:6013.24609 [962] validation_0-mae:4564.35645 validation_1-mae:6013.10938 [963] validation_0-mae:4562.48877 validation_1-mae:6013.13965 [964] validation_0-mae:4560.39404 validation_1-mae:6012.69922 [965] validation_0-mae:4558.77539 validation_1-mae:6012.74365 [966] validation_0-mae:4556.89795 validation_1-mae:6011.67139 [967] validation_0-mae:4555.50000 validation_1-mae:6011.23975 [968] validation_0-mae:4554.82275 validation_1-mae:6011.30859 [969] validation_0-mae:4554.05811 validation_1-mae:6011.28613 [970] validation_0-mae:4552.95752 validation_1-mae:6011.72119 [971] validation_0-mae:4551.71875 validation_1-mae:6011.98486 [972] validation_0-mae:4550.84375 validation_1-mae:6011.72852 [973] validation_0-mae:4548.59668 validation_1-mae:6010.62305 [974] validation_0-mae:4547.04248 validation_1-mae:6010.53369 [975] validation_0-mae:4546.09375 validation_1-mae:6010.50147 [976] validation_0-mae:4544.99756 validation_1-mae:6010.12891 [977] validation_0-mae:4544.95264 validation_1-mae:6010.16602 [978] validation_0-mae:4543.96728 validation_1-mae:6010.50000 [979] validation_0-mae:4543.71826 validation_1-mae:6010.49365 [980] validation_0-mae:4542.55273 validation_1-mae:6010.99414 [981] validation_0-mae:4541.65576 validation_1-mae:6012.04346 [982] validation_0-mae:4540.68457 validation_1-mae:6011.87451 [983] validation_0-mae:4540.23682 validation_1-mae:6011.77148 [984] validation_0-mae:4539.72559 validation_1-mae:6011.95801 [985] validation_0-mae:4539.29492 validation_1-mae:6011.63818 [986] validation_0-mae:4537.15430 validation_1-mae:6011.29639 [987] validation_0-mae:4535.60352 validation_1-mae:6011.33887 [988] validation_0-mae:4534.51562 validation_1-mae:6011.05371 [989] validation_0-mae:4533.26221 validation_1-mae:6010.40381 [990] validation_0-mae:4532.94385 validation_1-mae:6010.48047 [991] validation_0-mae:4530.70117 validation_1-mae:6010.41650 [992] validation_0-mae:4528.68652 validation_1-mae:6010.28418 [993] validation_0-mae:4527.26758 validation_1-mae:6010.33398 [994] validation_0-mae:4526.02441 validation_1-mae:6010.61279 [995] validation_0-mae:4523.83203 validation_1-mae:6010.06982 [996] validation_0-mae:4522.49121 validation_1-mae:6010.20898 [997] validation_0-mae:4521.25830 validation_1-mae:6009.59619 [998] validation_0-mae:4519.68945 validation_1-mae:6009.45801 [999] validation_0-mae:4517.11279 validation_1-mae:6009.94775 [1000] validation_0-mae:4515.79932 validation_1-mae:6010.36523 [1001] validation_0-mae:4514.83838 validation_1-mae:6010.40527 [1002] validation_0-mae:4514.24268 validation_1-mae:6010.58643 [1003] validation_0-mae:4512.80957 validation_1-mae:6010.79980 [1004] validation_0-mae:4511.82812 validation_1-mae:6010.42920 [1005] validation_0-mae:4510.75830 validation_1-mae:6010.28272 [1006] validation_0-mae:4510.01953 validation_1-mae:6010.22119 [1007] validation_0-mae:4508.65332 validation_1-mae:6009.62109 [1008] validation_0-mae:4508.13379 validation_1-mae:6009.76025 [1009] validation_0-mae:4507.25488 validation_1-mae:6009.58203 [1010] validation_0-mae:4505.35986 validation_1-mae:6009.37988 [1011] validation_0-mae:4504.11621 validation_1-mae:6009.40527 [1012] validation_0-mae:4503.37305 validation_1-mae:6009.26367 [1013] validation_0-mae:4502.49023 validation_1-mae:6009.82129 [1014] validation_0-mae:4501.97607 validation_1-mae:6009.95264 [1015] validation_0-mae:4501.39893 validation_1-mae:6010.31982 [1016] validation_0-mae:4499.64746 validation_1-mae:6009.92969 [1017] validation_0-mae:4497.80127 validation_1-mae:6009.99756 [1018] validation_0-mae:4496.67676 validation_1-mae:6010.26611 [1019] validation_0-mae:4495.91162 validation_1-mae:6010.38135 [1020] validation_0-mae:4494.31445 validation_1-mae:6010.68311 [1021] validation_0-mae:4493.33838 validation_1-mae:6011.13086 [1022] validation_0-mae:4491.98389 validation_1-mae:6011.45117 [1023] validation_0-mae:4490.12891 validation_1-mae:6012.07910 [1024] validation_0-mae:4488.84522 validation_1-mae:6013.03613 [1025] validation_0-mae:4488.00488 validation_1-mae:6012.92529 [1026] validation_0-mae:4486.27832 validation_1-mae:6013.23096 [1027] validation_0-mae:4485.61914 validation_1-mae:6013.64697 [1028] validation_0-mae:4484.84522 validation_1-mae:6013.98584 [1029] validation_0-mae:4484.00098 validation_1-mae:6013.51953 [1030] validation_0-mae:4482.98389 validation_1-mae:6013.28809 [1031] validation_0-mae:4481.41846 validation_1-mae:6013.19873 [1032] validation_0-mae:4480.49414 validation_1-mae:6013.06982 [1033] validation_0-mae:4478.84570 validation_1-mae:6012.23682 [1034] validation_0-mae:4477.70898 validation_1-mae:6013.06543 [1035] validation_0-mae:4476.57715 validation_1-mae:6012.51270 [1036] validation_0-mae:4475.62061 validation_1-mae:6012.45508 [1037] validation_0-mae:4474.28320 validation_1-mae:6012.84619 [1038] validation_0-mae:4472.83350 validation_1-mae:6012.40576 [1039] validation_0-mae:4471.72217 validation_1-mae:6012.58936 [1040] validation_0-mae:4470.43652 validation_1-mae:6012.15137 [1041] validation_0-mae:4468.92041 validation_1-mae:6011.96631 [1042] validation_0-mae:4466.58447 validation_1-mae:6011.20068 [1043] validation_0-mae:4465.21436 validation_1-mae:6011.25049 [1044] validation_0-mae:4464.23730 validation_1-mae:6011.28223 [1045] validation_0-mae:4463.49951 validation_1-mae:6010.91357 [1046] validation_0-mae:4462.46436 validation_1-mae:6010.82471 [1047] validation_0-mae:4461.32324 validation_1-mae:6011.04492 [1048] validation_0-mae:4460.56103 validation_1-mae:6011.71094 [1049] validation_0-mae:4459.02832 validation_1-mae:6011.43164 [1050] validation_0-mae:4458.24268 validation_1-mae:6011.72803 [1051] validation_0-mae:4456.95703 validation_1-mae:6011.58008 [1052] validation_0-mae:4456.28809 validation_1-mae:6011.39990 [1053] validation_0-mae:4455.53760 validation_1-mae:6011.46191 [1054] validation_0-mae:4453.45898 validation_1-mae:6011.41016 [1055] validation_0-mae:4452.72754 validation_1-mae:6011.27881 [1056] validation_0-mae:4451.85400 validation_1-mae:6011.27734 [1057] validation_0-mae:4451.01953 validation_1-mae:6011.94482 [1058] validation_0-mae:4449.29736 validation_1-mae:6011.78760 [1059] validation_0-mae:4447.30420 validation_1-mae:6010.61768 [1060] validation_0-mae:4445.65820 validation_1-mae:6010.92529 [1061] validation_0-mae:4444.45215 validation_1-mae:6011.27344 [1062] validation_0-mae:4443.71094 validation_1-mae:6011.36377 [1063] validation_0-mae:4442.86719 validation_1-mae:6010.93652 [1064] validation_0-mae:4441.58740 validation_1-mae:6011.22314 [1065] validation_0-mae:4441.01123 validation_1-mae:6011.06250 [1066] validation_0-mae:4439.89795 validation_1-mae:6011.05811 [1067] validation_0-mae:4438.65820 validation_1-mae:6011.40723 [1068] validation_0-mae:4436.95166 validation_1-mae:6011.04688 [1069] validation_0-mae:4435.66553 validation_1-mae:6011.47949 [1070] validation_0-mae:4434.41699 validation_1-mae:6011.92188 [1071] validation_0-mae:4433.74805 validation_1-mae:6012.10449 [1072] validation_0-mae:4432.87451 validation_1-mae:6012.11279 [1073] validation_0-mae:4431.96240 validation_1-mae:6012.10107 [1074] validation_0-mae:4430.97314 validation_1-mae:6011.39014 [1075] validation_0-mae:4430.16016 validation_1-mae:6011.01465 [1076] validation_0-mae:4430.14453 validation_1-mae:6011.01514 [1077] validation_0-mae:4428.66699 validation_1-mae:6010.87500 [1078] validation_0-mae:4427.52930 validation_1-mae:6010.77197 [1079] validation_0-mae:4426.26465 validation_1-mae:6010.42627 [1080] validation_0-mae:4425.26953 validation_1-mae:6010.74658 [1081] validation_0-mae:4423.24463 validation_1-mae:6011.42480 [1082] validation_0-mae:4422.61621 validation_1-mae:6011.43359 [1083] validation_0-mae:4421.64014 validation_1-mae:6011.23975 [1084] validation_0-mae:4420.38672 validation_1-mae:6010.89453 [1085] validation_0-mae:4419.27930 validation_1-mae:6010.76660 [1086] validation_0-mae:4418.43652 validation_1-mae:6010.72168 [1087] validation_0-mae:4417.28125 validation_1-mae:6010.72949 [1088] validation_0-mae:4416.69531 validation_1-mae:6010.73145 [1089] validation_0-mae:4415.41553 validation_1-mae:6010.85156 [1090] validation_0-mae:4413.71777 validation_1-mae:6010.81445 [1091] validation_0-mae:4412.69775 validation_1-mae:6010.75684 [1092] validation_0-mae:4411.81250 validation_1-mae:6010.32715 [1093] validation_0-mae:4410.57666 validation_1-mae:6009.65332 [1094] validation_0-mae:4410.07617 validation_1-mae:6009.93799 [1095] validation_0-mae:4408.81982 validation_1-mae:6010.17480 [1096] validation_0-mae:4408.68506 validation_1-mae:6010.15918 [1097] validation_0-mae:4407.25781 validation_1-mae:6010.55518 [1098] validation_0-mae:4406.32861 validation_1-mae:6010.41943 [1099] validation_0-mae:4405.60010 validation_1-mae:6010.37256 [1100] validation_0-mae:4404.51855 validation_1-mae:6010.09570 [1101] validation_0-mae:4403.59131 validation_1-mae:6009.63086 [1102] validation_0-mae:4402.51172 validation_1-mae:6010.26270 [1103] validation_0-mae:4402.27002 validation_1-mae:6010.25635 [1104] validation_0-mae:4401.29541 validation_1-mae:6010.62793 [1105] validation_0-mae:4400.84180 validation_1-mae:6010.53272 [1106] validation_0-mae:4400.15967 validation_1-mae:6010.83252 [1107] validation_0-mae:4398.45508 validation_1-mae:6011.58350 [1108] validation_0-mae:4398.33496 validation_1-mae:6011.73633 [1109] validation_0-mae:4398.05078 validation_1-mae:6011.74902 [1110] validation_0-mae:4396.92627 validation_1-mae:6011.75195 [1111] validation_0-mae:4395.94531 validation_1-mae:6011.99121 [1112] validation_0-mae:4394.63477 validation_1-mae:6012.04395 [1113] validation_0-mae:4393.58301 validation_1-mae:6012.08789 [1114] validation_0-mae:4392.06836 validation_1-mae:6011.72705 [1115] validation_0-mae:4391.27148 validation_1-mae:6011.31445 [1116] validation_0-mae:4389.98193 validation_1-mae:6011.38428 [1117] validation_0-mae:4388.44531 validation_1-mae:6010.58203 [1118] validation_0-mae:4386.99268 validation_1-mae:6010.75684 [1119] validation_0-mae:4385.76074 validation_1-mae:6010.83936 [1120] validation_0-mae:4384.10107 validation_1-mae:6010.45410 [1121] validation_0-mae:4382.67383 validation_1-mae:6010.53809 [1122] validation_0-mae:4380.86523 validation_1-mae:6010.53906 [1123] validation_0-mae:4379.08545 validation_1-mae:6010.23584 [1124] validation_0-mae:4378.62207 validation_1-mae:6010.32422 [1125] validation_0-mae:4377.84619 validation_1-mae:6010.30518 [1126] validation_0-mae:4377.29346 validation_1-mae:6010.54541 [1127] validation_0-mae:4376.79248 validation_1-mae:6010.57812 [1128] validation_0-mae:4376.14795 validation_1-mae:6010.61426 [1129] validation_0-mae:4375.72217 validation_1-mae:6010.54883 [1130] validation_0-mae:4374.08936 validation_1-mae:6010.25391 [1131] validation_0-mae:4373.31006 validation_1-mae:6010.42920 [1132] validation_0-mae:4373.18457 validation_1-mae:6010.29883 [1133] validation_0-mae:4372.10889 validation_1-mae:6010.10303 [1134] validation_0-mae:4370.94727 validation_1-mae:6010.16699 [1135] validation_0-mae:4369.69873 validation_1-mae:6010.01270 [1136] validation_0-mae:4368.89941 validation_1-mae:6009.78272 [1137] validation_0-mae:4368.05957 validation_1-mae:6009.61084 [1138] validation_0-mae:4366.91211 validation_1-mae:6009.34228 [1139] validation_0-mae:4366.40088 validation_1-mae:6009.33496 [1140] validation_0-mae:4365.36719 validation_1-mae:6009.13477 [1141] validation_0-mae:4364.39502 validation_1-mae:6009.27051 [1142] validation_0-mae:4363.29736 validation_1-mae:6009.08301 [1143] validation_0-mae:4363.03906 validation_1-mae:6009.21484 [1144] validation_0-mae:4361.80029 validation_1-mae:6009.13135 [1145] validation_0-mae:4359.70264 validation_1-mae:6008.95605 [1146] validation_0-mae:4358.69434 validation_1-mae:6008.72559 [1147] validation_0-mae:4357.58936 validation_1-mae:6008.68701 [1148] validation_0-mae:4356.62256 validation_1-mae:6008.96387 [1149] validation_0-mae:4355.86475 validation_1-mae:6009.27686 [1150] validation_0-mae:4354.53857 validation_1-mae:6009.61621 [1151] validation_0-mae:4353.23096 validation_1-mae:6009.63379 [1152] validation_0-mae:4352.05273 validation_1-mae:6008.98584 [1153] validation_0-mae:4351.22705 validation_1-mae:6009.13379 [1154] validation_0-mae:4350.31201 validation_1-mae:6008.62402 [1155] validation_0-mae:4348.90332 validation_1-mae:6008.94189 [1156] validation_0-mae:4347.95410 validation_1-mae:6009.20850 [1157] validation_0-mae:4347.44482 validation_1-mae:6009.57178 [1158] validation_0-mae:4346.85498 validation_1-mae:6009.51123 [1159] validation_0-mae:4345.92090 validation_1-mae:6009.61914 [1160] validation_0-mae:4344.13721 validation_1-mae:6009.50293 [1161] validation_0-mae:4343.65478 validation_1-mae:6009.92285 [1162] validation_0-mae:4342.78516 validation_1-mae:6009.78516 [1163] validation_0-mae:4341.56494 validation_1-mae:6009.56885 [1164] validation_0-mae:4339.80518 validation_1-mae:6009.32520 [1165] validation_0-mae:4339.18555 validation_1-mae:6009.47022 [1166] validation_0-mae:4338.39746 validation_1-mae:6009.45166 [1167] validation_0-mae:4337.01562 validation_1-mae:6008.32617 [1168] validation_0-mae:4335.61572 validation_1-mae:6008.14014 [1169] validation_0-mae:4334.27930 validation_1-mae:6009.25098 [1170] validation_0-mae:4333.18115 validation_1-mae:6009.40332 [1171] validation_0-mae:4332.52295 validation_1-mae:6009.36426 [1172] validation_0-mae:4331.96436 validation_1-mae:6009.20068 [1173] validation_0-mae:4330.88184 validation_1-mae:6009.04053 [1174] validation_0-mae:4329.88037 validation_1-mae:6008.52588 [1175] validation_0-mae:4328.20850 validation_1-mae:6008.77832 [1176] validation_0-mae:4326.71826 validation_1-mae:6008.45459 [1177] validation_0-mae:4325.93701 validation_1-mae:6008.82471 [1178] validation_0-mae:4324.46680 validation_1-mae:6008.62891 [1179] validation_0-mae:4323.26758 validation_1-mae:6008.32715 [1180] validation_0-mae:4322.55518 validation_1-mae:6008.34228 [1181] validation_0-mae:4321.33496 validation_1-mae:6008.09228 [1182] validation_0-mae:4320.40772 validation_1-mae:6008.08545 [1183] validation_0-mae:4319.34277 validation_1-mae:6007.60938 [1184] validation_0-mae:4317.72656 validation_1-mae:6007.04199 [1185] validation_0-mae:4316.82129 validation_1-mae:6007.10791 [1186] validation_0-mae:4315.78272 validation_1-mae:6006.47168 [1187] validation_0-mae:4315.09570 validation_1-mae:6006.71973 [1188] validation_0-mae:4313.97314 validation_1-mae:6006.46826 [1189] validation_0-mae:4313.52734 validation_1-mae:6006.64844 [1190] validation_0-mae:4313.03418 validation_1-mae:6006.84326 [1191] validation_0-mae:4312.29492 validation_1-mae:6006.68750 [1192] validation_0-mae:4311.34668 validation_1-mae:6006.48291 [1193] validation_0-mae:4311.21582 validation_1-mae:6006.41260 [1194] validation_0-mae:4310.82471 validation_1-mae:6006.28467 [1195] validation_0-mae:4310.13232 validation_1-mae:6006.10840 [1196] validation_0-mae:4309.11475 validation_1-mae:6006.35352 [1197] validation_0-mae:4307.62402 validation_1-mae:6006.29395 [1198] validation_0-mae:4306.30029 validation_1-mae:6006.15088 [1199] validation_0-mae:4304.87891 validation_1-mae:6007.14893 [1200] validation_0-mae:4303.47510 validation_1-mae:6007.38232 [1201] validation_0-mae:4302.25342 validation_1-mae:6007.45801 [1202] validation_0-mae:4301.20898 validation_1-mae:6007.32471 [1203] validation_0-mae:4300.14111 validation_1-mae:6007.00635 [1204] validation_0-mae:4299.40869 validation_1-mae:6006.91016 [1205] validation_0-mae:4298.60791 validation_1-mae:6006.41602 [1206] validation_0-mae:4297.98047 validation_1-mae:6005.96875 [1207] validation_0-mae:4297.82520 validation_1-mae:6005.92041 [1208] validation_0-mae:4297.37061 validation_1-mae:6005.98633 [1209] validation_0-mae:4297.01074 validation_1-mae:6005.89111 [1210] validation_0-mae:4296.18603 validation_1-mae:6005.25635 [1211] validation_0-mae:4296.12158 validation_1-mae:6005.18408 [1212] validation_0-mae:4295.60547 validation_1-mae:6004.78174 [1213] validation_0-mae:4294.89307 validation_1-mae:6004.66602 [1214] validation_0-mae:4294.33789 validation_1-mae:6004.83594 [1215] validation_0-mae:4293.64014 validation_1-mae:6004.94727 [1216] validation_0-mae:4292.94336 validation_1-mae:6004.71582 [1217] validation_0-mae:4291.34228 validation_1-mae:6004.23779 [1218] validation_0-mae:4290.45312 validation_1-mae:6003.87793 [1219] validation_0-mae:4289.47656 validation_1-mae:6003.62451 [1220] validation_0-mae:4288.17480 validation_1-mae:6003.33594 [1221] validation_0-mae:4287.33301 validation_1-mae:6003.36084 [1222] validation_0-mae:4285.82080 validation_1-mae:6003.59082 [1223] validation_0-mae:4285.18603 validation_1-mae:6003.44678 [1224] validation_0-mae:4283.70264 validation_1-mae:6003.16064 [1225] validation_0-mae:4282.69629 validation_1-mae:6002.86377 [1226] validation_0-mae:4281.88037 validation_1-mae:6003.38867 [1227] validation_0-mae:4280.88037 validation_1-mae:6003.55957 [1228] validation_0-mae:4279.69482 validation_1-mae:6003.38184 [1229] validation_0-mae:4279.10645 validation_1-mae:6003.57959 [1230] validation_0-mae:4277.60156 validation_1-mae:6002.99365 [1231] validation_0-mae:4277.00928 validation_1-mae:6002.93457 [1232] validation_0-mae:4275.93066 validation_1-mae:6002.56299 [1233] validation_0-mae:4274.35107 validation_1-mae:6002.98975 [1234] validation_0-mae:4273.11523 validation_1-mae:6003.14014 [1235] validation_0-mae:4271.37451 validation_1-mae:6003.14111 [1236] validation_0-mae:4270.44873 validation_1-mae:6003.06689 [1237] validation_0-mae:4269.66260 validation_1-mae:6002.82910 [1238] validation_0-mae:4268.91943 validation_1-mae:6003.06152 [1239] validation_0-mae:4266.72852 validation_1-mae:6003.93701 [1240] validation_0-mae:4265.58301 validation_1-mae:6004.64453 [1241] validation_0-mae:4264.90820 validation_1-mae:6004.40918 [1242] validation_0-mae:4264.19775 validation_1-mae:6004.40430 [1243] validation_0-mae:4263.10889 validation_1-mae:6004.93408 [1244] validation_0-mae:4262.16211 validation_1-mae:6004.28857 [1245] validation_0-mae:4260.00293 validation_1-mae:6004.69971 [1246] validation_0-mae:4259.22217 validation_1-mae:6004.78223 [1247] validation_0-mae:4258.56592 validation_1-mae:6005.22900 [1248] validation_0-mae:4257.12793 validation_1-mae:6005.24609 [1249] validation_0-mae:4256.49365 validation_1-mae:6005.16699 [1250] validation_0-mae:4255.12793 validation_1-mae:6004.91846 [1251] validation_0-mae:4253.79932 validation_1-mae:6004.54150 [1252] validation_0-mae:4252.46436 validation_1-mae:6005.15332 [1253] validation_0-mae:4251.56885 validation_1-mae:6005.46777 [1254] validation_0-mae:4250.25977 validation_1-mae:6005.44336 [1255] validation_0-mae:4248.69629 validation_1-mae:6005.76709 [1256] validation_0-mae:4247.51611 validation_1-mae:6005.68262 [1257] validation_0-mae:4245.99658 validation_1-mae:6005.85498 [1258] validation_0-mae:4244.67432 validation_1-mae:6006.10596 [1259] validation_0-mae:4243.59180 validation_1-mae:6005.76416 [1260] validation_0-mae:4242.22900 validation_1-mae:6005.63477 [1261] validation_0-mae:4241.07275 validation_1-mae:6005.74805 [1262] validation_0-mae:4240.43018 validation_1-mae:6005.93799 [1263] validation_0-mae:4239.18799 validation_1-mae:6005.81397 [1264] validation_0-mae:4237.76953 validation_1-mae:6005.75732 [1265] validation_0-mae:4237.03613 validation_1-mae:6005.90478 [1266] validation_0-mae:4235.62353 validation_1-mae:6005.96973 [1267] validation_0-mae:4234.10498 validation_1-mae:6005.99561 [1268] validation_0-mae:4233.54834 validation_1-mae:6005.88574 [1269] validation_0-mae:4232.80762 validation_1-mae:6005.76416 [1270] validation_0-mae:4232.05762 validation_1-mae:6006.13672 [1271] validation_0-mae:4231.70850 validation_1-mae:6006.28467 [1272] validation_0-mae:4230.51904 validation_1-mae:6006.08057 [1273] validation_0-mae:4229.79004 validation_1-mae:6005.99902 [1274] validation_0-mae:4228.89648 validation_1-mae:6005.98975 [1275] validation_0-mae:4227.14844 validation_1-mae:6005.53613 [1276] validation_0-mae:4226.09766 validation_1-mae:6005.26807 [1277] validation_0-mae:4224.86572 validation_1-mae:6005.13232 [1278] validation_0-mae:4224.06934 validation_1-mae:6005.41064 [1279] validation_0-mae:4223.44336 validation_1-mae:6005.28369 [1280] validation_0-mae:4222.72949 validation_1-mae:6005.14453 [1281] validation_0-mae:4222.01953 validation_1-mae:6004.93506 [1282] validation_0-mae:4221.29297 validation_1-mae:6005.24023 [1283] validation_0-mae:4220.69238 validation_1-mae:6005.26416 [1284] validation_0-mae:4219.83643 validation_1-mae:6005.34814 [1285] validation_0-mae:4218.98291 validation_1-mae:6006.03711 [1286] validation_0-mae:4218.22363 validation_1-mae:6006.08838 [1287] validation_0-mae:4216.60449 validation_1-mae:6006.15283 [1288] validation_0-mae:4215.52002 validation_1-mae:6006.42676 [1289] validation_0-mae:4214.16113 validation_1-mae:6007.15186 [1290] validation_0-mae:4212.17920 validation_1-mae:6006.76123 [1291] validation_0-mae:4210.83838 validation_1-mae:6006.87451 [1292] validation_0-mae:4210.18994 validation_1-mae:6007.06738 [1293] validation_0-mae:4208.87305 validation_1-mae:6006.97559 [1294] validation_0-mae:4207.97363 validation_1-mae:6007.25098 [1295] validation_0-mae:4207.01172 validation_1-mae:6007.29541 [1296] validation_0-mae:4205.43799 validation_1-mae:6007.35889 [1297] validation_0-mae:4204.28272 validation_1-mae:6007.55908 [1298] validation_0-mae:4203.00732 validation_1-mae:6007.86426 [1299] validation_0-mae:4202.13232 validation_1-mae:6007.58496 [1300] validation_0-mae:4201.58545 validation_1-mae:6007.23926 [1301] validation_0-mae:4200.68066 validation_1-mae:6007.23779 [1302] validation_0-mae:4199.30615 validation_1-mae:6007.26611 [1303] validation_0-mae:4198.74072 validation_1-mae:6007.25000 [1304] validation_0-mae:4197.18506 validation_1-mae:6006.82324 [1305] validation_0-mae:4195.52881 validation_1-mae:6006.63281 [1306] validation_0-mae:4194.51270 validation_1-mae:6006.51758 [1307] validation_0-mae:4193.58789 validation_1-mae:6006.59180 [1308] validation_0-mae:4192.23828 validation_1-mae:6007.75098 [1309] validation_0-mae:4190.87451 validation_1-mae:6007.53857 [1310] validation_0-mae:4190.31836 validation_1-mae:6008.03174 [1311] validation_0-mae:4189.20117 validation_1-mae:6008.26904 [1312] validation_0-mae:4188.69922 validation_1-mae:6008.49609 [1313] validation_0-mae:4188.09277 validation_1-mae:6008.68701 [1314] validation_0-mae:4186.98193 validation_1-mae:6007.68555 [1315] validation_0-mae:4185.57812 validation_1-mae:6007.78223 [1316] validation_0-mae:4184.94727 validation_1-mae:6007.28857 [1317] validation_0-mae:4184.86035 validation_1-mae:6007.27490 [1318] validation_0-mae:4183.95996 validation_1-mae:6007.22168 [1319] validation_0-mae:4182.91846 validation_1-mae:6007.39453 [1320] validation_0-mae:4182.35303 validation_1-mae:6007.61621 [1321] validation_0-mae:4181.61035 validation_1-mae:6007.72803 [1322] validation_0-mae:4181.37353 validation_1-mae:6007.67822 [1323] validation_0-mae:4180.53174 validation_1-mae:6007.38135 [1324] validation_0-mae:4180.14209 validation_1-mae:6007.41064 [1325] validation_0-mae:4179.74463 validation_1-mae:6007.45166 [1326] validation_0-mae:4179.03076 validation_1-mae:6008.10791 [1327] validation_0-mae:4178.56982 validation_1-mae:6008.01514 [1328] validation_0-mae:4178.54736 validation_1-mae:6008.03174 [1329] validation_0-mae:4178.00488 validation_1-mae:6008.46143 [1330] validation_0-mae:4177.68457 validation_1-mae:6008.32422 [1331] validation_0-mae:4176.13184 validation_1-mae:6008.54150 [1332] validation_0-mae:4174.13623 validation_1-mae:6007.32959 [1333] validation_0-mae:4173.49023 validation_1-mae:6007.61768 [1334] validation_0-mae:4172.75488 validation_1-mae:6007.53272 [1335] validation_0-mae:4172.13525 validation_1-mae:6007.33691 [1336] validation_0-mae:4171.53223 validation_1-mae:6007.23389 [1337] validation_0-mae:4170.20020 validation_1-mae:6007.59522 [1338] validation_0-mae:4169.60498 validation_1-mae:6007.84766 [1339] validation_0-mae:4168.63672 validation_1-mae:6007.90039 [1340] validation_0-mae:4168.13574 validation_1-mae:6008.18652 [1341] validation_0-mae:4167.24609 validation_1-mae:6007.69092 [1342] validation_0-mae:4166.71338 validation_1-mae:6008.14453 [1343] validation_0-mae:4165.74219 validation_1-mae:6007.87647 [1344] validation_0-mae:4163.94092 validation_1-mae:6007.83936 [1345] validation_0-mae:4162.89404 validation_1-mae:6008.17090 [1346] validation_0-mae:4161.78955 validation_1-mae:6007.96143 [1347] validation_0-mae:4161.01416 validation_1-mae:6008.75049 [1348] validation_0-mae:4160.38867 validation_1-mae:6008.69971 [1349] validation_0-mae:4159.09619 validation_1-mae:6008.89404 [1350] validation_0-mae:4157.79346 validation_1-mae:6008.79248 [1351] validation_0-mae:4155.70264 validation_1-mae:6009.23145 [1352] validation_0-mae:4154.59570 validation_1-mae:6010.10498 [1353] validation_0-mae:4153.45410 validation_1-mae:6009.64209 [1354] validation_0-mae:4152.00000 validation_1-mae:6009.60400 [1355] validation_0-mae:4151.28027 validation_1-mae:6010.05811 [1356] validation_0-mae:4150.79980 validation_1-mae:6010.31103 [1357] validation_0-mae:4149.72217 validation_1-mae:6010.36621 [1358] validation_0-mae:4148.62891 validation_1-mae:6010.24853 [1359] validation_0-mae:4147.54053 validation_1-mae:6010.33301 [1360] validation_0-mae:4146.63281 validation_1-mae:6010.30615 [1361] validation_0-mae:4146.15234 validation_1-mae:6010.26904 [1362] validation_0-mae:4145.40478 validation_1-mae:6010.01758 [1363] validation_0-mae:4144.60254 validation_1-mae:6009.77588 [1364] validation_0-mae:4142.85449 validation_1-mae:6010.00635 [1365] validation_0-mae:4141.89990 validation_1-mae:6009.79736 [1366] validation_0-mae:4140.67529 validation_1-mae:6009.84717 [1367] validation_0-mae:4139.95068 validation_1-mae:6010.20557 [1368] validation_0-mae:4138.74561 validation_1-mae:6010.85156 [1369] validation_0-mae:4137.63330 validation_1-mae:6010.89111 [1370] validation_0-mae:4136.91064 validation_1-mae:6010.93652 [1371] validation_0-mae:4136.01367 validation_1-mae:6010.88477 [1372] validation_0-mae:4135.27637 validation_1-mae:6011.19922 [1373] validation_0-mae:4134.41406 validation_1-mae:6011.42139 [1374] validation_0-mae:4134.06934 validation_1-mae:6011.11475 [1375] validation_0-mae:4133.24853 validation_1-mae:6011.19922 [1376] validation_0-mae:4132.43652 validation_1-mae:6011.06494 [1377] validation_0-mae:4132.06445 validation_1-mae:6010.97363 [1378] validation_0-mae:4131.66895 validation_1-mae:6011.04102 [1379] validation_0-mae:4131.25684 validation_1-mae:6010.82178 [1380] validation_0-mae:4130.81885 validation_1-mae:6010.72607 [1381] validation_0-mae:4129.94531 validation_1-mae:6010.76025 [1382] validation_0-mae:4129.67041 validation_1-mae:6010.76660 [1383] validation_0-mae:4128.79443 validation_1-mae:6010.37061 [1384] validation_0-mae:4126.83154 validation_1-mae:6010.38477 [1385] validation_0-mae:4126.16211 validation_1-mae:6010.09375 [1386] validation_0-mae:4125.57031 validation_1-mae:6009.93945 [1387] validation_0-mae:4124.98682 validation_1-mae:6010.14893 [1388] validation_0-mae:4124.43652 validation_1-mae:6010.18262 [1389] validation_0-mae:4123.77100 validation_1-mae:6010.09277 [1390] validation_0-mae:4123.18164 validation_1-mae:6009.99805 [1391] validation_0-mae:4122.07861 validation_1-mae:6009.64648 [1392] validation_0-mae:4120.94775 validation_1-mae:6009.26807 [1393] validation_0-mae:4120.14453 validation_1-mae:6009.44434 [1394] validation_0-mae:4119.81103 validation_1-mae:6009.38477 [1395] validation_0-mae:4118.14258 validation_1-mae:6009.24951 [1396] validation_0-mae:4117.27637 validation_1-mae:6009.43018 [1397] validation_0-mae:4116.45508 validation_1-mae:6009.43359 [1398] validation_0-mae:4116.14502 validation_1-mae:6009.33154 [1399] validation_0-mae:4115.94531 validation_1-mae:6009.26514 [1400] validation_0-mae:4115.51660 validation_1-mae:6009.24268 [1401] validation_0-mae:4114.90186 validation_1-mae:6009.69678 [1402] validation_0-mae:4114.18994 validation_1-mae:6009.42773 [1403] validation_0-mae:4113.45312 validation_1-mae:6009.41699 [1404] validation_0-mae:4111.69043 validation_1-mae:6008.73828 [1405] validation_0-mae:4110.52246 validation_1-mae:6008.78564 [1406] validation_0-mae:4108.99805 validation_1-mae:6008.36328 [1407] validation_0-mae:4107.94043 validation_1-mae:6007.98633 [1408] validation_0-mae:4107.23438 validation_1-mae:6007.67773 [1409] validation_0-mae:4106.14355 validation_1-mae:6007.31397 [1410] validation_0-mae:4104.60059 validation_1-mae:6006.80371 [1411] validation_0-mae:4104.08008 validation_1-mae:6006.89893 [1412] validation_0-mae:4103.19385 validation_1-mae:6006.61377 [1413] validation_0-mae:4103.15088 validation_1-mae:6006.62158 [1414] validation_0-mae:4102.60107 validation_1-mae:6006.94629 [1415] validation_0-mae:4101.62939 validation_1-mae:6006.83691 [1416] validation_0-mae:4100.32373 validation_1-mae:6007.16992 [1417] validation_0-mae:4099.47119 validation_1-mae:6007.05420 [1418] validation_0-mae:4098.68848 validation_1-mae:6006.95654 [1419] validation_0-mae:4097.81055 validation_1-mae:6007.15820 [1420] validation_0-mae:4096.53320 validation_1-mae:6007.28613 [1421] validation_0-mae:4095.43677 validation_1-mae:6007.43164 [1422] validation_0-mae:4094.52173 validation_1-mae:6007.42578 [1423] validation_0-mae:4093.70947 validation_1-mae:6007.37598 [1424] validation_0-mae:4092.76392 validation_1-mae:6007.23535 [1425] validation_0-mae:4091.50024 validation_1-mae:6006.49853 [1426] validation_0-mae:4090.83203 validation_1-mae:6006.23828 [1427] validation_0-mae:4090.24561 validation_1-mae:6006.12158 [1428] validation_0-mae:4089.57056 validation_1-mae:6006.54492 [1429] validation_0-mae:4088.40137 validation_1-mae:6007.06836 [1430] validation_0-mae:4087.93506 validation_1-mae:6006.93945 [1431] validation_0-mae:4086.86426 validation_1-mae:6006.84131 [1432] validation_0-mae:4086.28735 validation_1-mae:6006.67139 [1433] validation_0-mae:4085.55835 validation_1-mae:6006.64893 [1434] validation_0-mae:4084.93750 validation_1-mae:6007.02881 [1435] validation_0-mae:4084.16187 validation_1-mae:6007.06885 [1436] validation_0-mae:4083.58008 validation_1-mae:6007.09863 [1437] validation_0-mae:4082.79150 validation_1-mae:6007.15820 [1438] validation_0-mae:4081.96973 validation_1-mae:6007.28272 [1439] validation_0-mae:4081.36011 validation_1-mae:6006.99853 [1440] validation_0-mae:4080.88379 validation_1-mae:6007.19580 [1441] validation_0-mae:4079.91235 validation_1-mae:6006.87353 [1442] validation_0-mae:4078.86108 validation_1-mae:6006.61865 [1443] validation_0-mae:4077.13623 validation_1-mae:6006.55273 [1444] validation_0-mae:4076.28540 validation_1-mae:6006.63037 [1445] validation_0-mae:4074.88208 validation_1-mae:6006.79688 [1446] validation_0-mae:4074.45898 validation_1-mae:6006.80664 [1447] validation_0-mae:4073.69897 validation_1-mae:6006.77783 [1448] validation_0-mae:4072.94971 validation_1-mae:6006.80615 [1449] validation_0-mae:4071.75513 validation_1-mae:6006.84473 [1450] validation_0-mae:4070.92993 validation_1-mae:6006.55469 [1451] validation_0-mae:4070.25391 validation_1-mae:6006.82715 [1452] validation_0-mae:4069.02905 validation_1-mae:6006.20605 [1453] validation_0-mae:4067.79736 validation_1-mae:6005.88184 [1454] validation_0-mae:4066.95093 validation_1-mae:6005.66797 [1455] validation_0-mae:4065.53467 validation_1-mae:6005.41211 [1456] validation_0-mae:4064.65161 validation_1-mae:6005.49219 [1457] validation_0-mae:4063.67334 validation_1-mae:6005.00147 [1458] validation_0-mae:4062.32422 validation_1-mae:6004.40283 [1459] validation_0-mae:4061.87109 validation_1-mae:6004.42578 [1460] validation_0-mae:4061.00391 validation_1-mae:6004.15820 [1461] validation_0-mae:4060.25757 validation_1-mae:6004.45850 [1462] validation_0-mae:4059.70557 validation_1-mae:6004.63574 [1463] validation_0-mae:4059.14648 validation_1-mae:6004.53272 [1464] validation_0-mae:4057.37354 validation_1-mae:6004.19092 [1465] validation_0-mae:4056.15234 validation_1-mae:6004.52832 [1466] validation_0-mae:4055.12134 validation_1-mae:6004.35010 [1467] validation_0-mae:4053.91357 validation_1-mae:6003.89746 [1468] validation_0-mae:4053.10913 validation_1-mae:6004.00439 [1469] validation_0-mae:4052.17749 validation_1-mae:6004.43408 [1470] validation_0-mae:4051.46948 validation_1-mae:6004.45264 [1471] validation_0-mae:4050.76050 validation_1-mae:6004.74658 [1472] validation_0-mae:4050.02222 validation_1-mae:6004.37793 [1473] validation_0-mae:4049.36304 validation_1-mae:6004.06592 [1474] validation_0-mae:4048.54492 validation_1-mae:6004.19775 [1475] validation_0-mae:4048.22021 validation_1-mae:6004.37744 [1476] validation_0-mae:4047.68384 validation_1-mae:6004.42920 [1477] validation_0-mae:4046.91382 validation_1-mae:6004.56543 [1478] validation_0-mae:4045.98486 validation_1-mae:6004.40088 [1479] validation_0-mae:4045.06396 validation_1-mae:6003.79639 [1480] validation_0-mae:4043.67310 validation_1-mae:6004.02637 [1481] validation_0-mae:4043.64453 validation_1-mae:6004.11768 [1482] validation_0-mae:4043.13452 validation_1-mae:6004.09228 [1483] validation_0-mae:4042.95117 validation_1-mae:6004.08643 [1484] validation_0-mae:4042.27588 validation_1-mae:6004.17920 [1485] validation_0-mae:4041.38159 validation_1-mae:6003.94287 [1486] validation_0-mae:4040.61670 validation_1-mae:6003.81152 [1487] validation_0-mae:4039.90771 validation_1-mae:6004.06397 [1488] validation_0-mae:4039.11060 validation_1-mae:6003.91260 [1489] validation_0-mae:4038.37036 validation_1-mae:6003.78076 [1490] validation_0-mae:4037.80737 validation_1-mae:6004.11328 [1491] validation_0-mae:4036.93652 validation_1-mae:6003.79834 [1492] validation_0-mae:4035.68774 validation_1-mae:6003.40527 [1493] validation_0-mae:4034.70728 validation_1-mae:6003.41113 [1494] validation_0-mae:4034.07227 validation_1-mae:6003.39697 [1495] validation_0-mae:4033.71973 validation_1-mae:6003.10742 [1496] validation_0-mae:4033.64819 validation_1-mae:6003.09424 [1497] validation_0-mae:4033.01953 validation_1-mae:6003.09717 [1498] validation_0-mae:4032.44116 validation_1-mae:6002.81787 [1499] validation_0-mae:4031.14575 validation_1-mae:6002.37549 [1500] validation_0-mae:4030.79248 validation_1-mae:6002.28174 [1501] validation_0-mae:4029.78101 validation_1-mae:6002.24023 [1502] validation_0-mae:4029.38574 validation_1-mae:6002.22510 [1503] validation_0-mae:4028.57153 validation_1-mae:6002.42529 [1504] validation_0-mae:4028.14453 validation_1-mae:6002.41260 [1505] validation_0-mae:4027.23438 validation_1-mae:6002.03662 [1506] validation_0-mae:4026.58936 validation_1-mae:6002.25098 [1507] validation_0-mae:4025.88892 validation_1-mae:6002.10156 [1508] validation_0-mae:4025.83179 validation_1-mae:6002.10840 [1509] validation_0-mae:4025.18481 validation_1-mae:6002.24414 [1510] validation_0-mae:4023.73779 validation_1-mae:6002.50488 [1511] validation_0-mae:4022.75659 validation_1-mae:6002.04297 [1512] validation_0-mae:4021.01001 validation_1-mae:6002.49463 [1513] validation_0-mae:4020.22168 validation_1-mae:6002.55176 [1514] validation_0-mae:4019.62769 validation_1-mae:6002.73096 [1515] validation_0-mae:4018.77002 validation_1-mae:6002.60303 [1516] validation_0-mae:4017.55273 validation_1-mae:6002.31738 [1517] validation_0-mae:4016.96069 validation_1-mae:6002.44092 [1518] validation_0-mae:4016.53296 validation_1-mae:6002.66895 [1519] validation_0-mae:4015.84448 validation_1-mae:6002.80420 [1520] validation_0-mae:4015.01514 validation_1-mae:6002.81250 [1521] validation_0-mae:4014.73535 validation_1-mae:6002.94678 [1522] validation_0-mae:4013.72046 validation_1-mae:6003.14209 [1523] validation_0-mae:4012.65820 validation_1-mae:6003.62598 [1524] validation_0-mae:4011.74145 validation_1-mae:6003.82910 [1525] validation_0-mae:4010.88769 validation_1-mae:6003.85400 [1526] validation_0-mae:4009.94385 validation_1-mae:6004.12549 [1527] validation_0-mae:4008.67456 validation_1-mae:6003.66553 [1528] validation_0-mae:4007.29956 validation_1-mae:6003.28418 [1529] validation_0-mae:4006.11572 validation_1-mae:6002.91309 [1530] validation_0-mae:4005.28003 validation_1-mae:6002.90674 [1531] validation_0-mae:4004.18799 validation_1-mae:6002.28223 [1532] validation_0-mae:4003.27319 validation_1-mae:6001.95410 [1533] validation_0-mae:4002.16699 validation_1-mae:6001.76904 [1534] validation_0-mae:4001.33203 validation_1-mae:6001.88135 [1535] validation_0-mae:4000.96484 validation_1-mae:6002.11328 [1536] validation_0-mae:4000.65308 validation_1-mae:6002.02930 [1537] validation_0-mae:3999.84595 validation_1-mae:6002.19238 [1538] validation_0-mae:3998.66089 validation_1-mae:6002.93408 [1539] validation_0-mae:3997.30493 validation_1-mae:6003.14795 [1540] validation_0-mae:3996.47681 validation_1-mae:6003.24658 [1541] validation_0-mae:3996.22632 validation_1-mae:6003.36670 [1542] validation_0-mae:3995.59009 validation_1-mae:6003.44971 [1543] validation_0-mae:3994.80884 validation_1-mae:6003.89404 [1544] validation_0-mae:3993.86670 validation_1-mae:6004.05859 [1545] validation_0-mae:3992.98267 validation_1-mae:6003.71924 [1546] validation_0-mae:3991.72900 validation_1-mae:6003.54590 [1547] validation_0-mae:3991.03784 validation_1-mae:6003.38770 [1548] validation_0-mae:3990.17651 validation_1-mae:6003.47510 [1549] validation_0-mae:3989.71558 validation_1-mae:6003.43994 [1550] validation_0-mae:3989.15967 validation_1-mae:6003.29883 [1551] validation_0-mae:3988.24048 validation_1-mae:6003.15772 [1552] validation_0-mae:3987.46948 validation_1-mae:6003.14014 [1553] validation_0-mae:3986.73218 validation_1-mae:6002.69043 [1554] validation_0-mae:3986.07080 validation_1-mae:6002.83740 [1555] validation_0-mae:3984.83252 validation_1-mae:6002.47022 [1556] validation_0-mae:3984.29175 validation_1-mae:6002.35059 [1557] validation_0-mae:3983.06494 validation_1-mae:6002.14551 [1558] validation_0-mae:3981.68042 validation_1-mae:6002.41650 [1559] validation_0-mae:3980.99561 validation_1-mae:6002.52637 [1560] validation_0-mae:3979.91504 validation_1-mae:6002.58545 [1561] validation_0-mae:3979.01269 validation_1-mae:6002.66064 [1562] validation_0-mae:3978.28735 validation_1-mae:6002.82080 [1563] validation_0-mae:3977.41480 validation_1-mae:6002.73877 [1564] validation_0-mae:3976.98682 validation_1-mae:6002.86523 [1565] validation_0-mae:3976.17578 validation_1-mae:6002.52051 [1566] validation_0-mae:3975.67505 validation_1-mae:6002.26709 [1567] validation_0-mae:3974.73291 validation_1-mae:6002.25098 [1568] validation_0-mae:3973.92554 validation_1-mae:6002.55371 [1569] validation_0-mae:3973.18652 validation_1-mae:6002.22949 [1570] validation_0-mae:3972.84546 validation_1-mae:6002.11133 [1571] validation_0-mae:3972.29150 validation_1-mae:6002.09619 [1572] validation_0-mae:3971.25391 validation_1-mae:6001.89697 [1573] validation_0-mae:3970.19116 validation_1-mae:6001.78125 [1574] validation_0-mae:3969.07739 validation_1-mae:6001.80322 [1575] validation_0-mae:3968.25073 validation_1-mae:6001.79395 [1576] validation_0-mae:3967.38257 validation_1-mae:6001.90576 [1577] validation_0-mae:3966.68408 validation_1-mae:6001.69141 [1578] validation_0-mae:3966.23682 validation_1-mae:6001.65478 [1579] validation_0-mae:3965.43701 validation_1-mae:6001.65332 [1580] validation_0-mae:3964.48682 validation_1-mae:6000.96484 [1581] validation_0-mae:3963.79565 validation_1-mae:6000.99805 [1582] validation_0-mae:3962.59985 validation_1-mae:6001.10645 [1583] validation_0-mae:3961.68799 validation_1-mae:6000.65186 [1584] validation_0-mae:3961.54004 validation_1-mae:6000.58545 [1585] validation_0-mae:3961.32495 validation_1-mae:6000.58691 [1586] validation_0-mae:3960.18140 validation_1-mae:6000.51709 [1587] validation_0-mae:3959.08106 validation_1-mae:6000.94824 [1588] validation_0-mae:3958.63379 validation_1-mae:6000.92676 [1589] validation_0-mae:3957.88574 validation_1-mae:6001.04736 [1590] validation_0-mae:3957.03027 validation_1-mae:6001.08447 [1591] validation_0-mae:3955.89014 validation_1-mae:6001.03906 [1592] validation_0-mae:3955.47046 validation_1-mae:6001.15723 [1593] validation_0-mae:3954.08423 validation_1-mae:6001.03857 [1594] validation_0-mae:3953.07031 validation_1-mae:6001.28174 [1595] validation_0-mae:3952.55933 validation_1-mae:6001.19580 [1596] validation_0-mae:3951.64770 validation_1-mae:6001.06543 [1597] validation_0-mae:3950.37524 validation_1-mae:6001.04785 [1598] validation_0-mae:3949.25269 validation_1-mae:6001.10986 [1599] validation_0-mae:3948.05054 validation_1-mae:6000.61475 [1600] validation_0-mae:3946.99292 validation_1-mae:6000.35156 [1601] validation_0-mae:3946.91943 validation_1-mae:6000.34668 [1602] validation_0-mae:3946.35986 validation_1-mae:6000.51465 [1603] validation_0-mae:3945.76367 validation_1-mae:6000.72461 [1604] validation_0-mae:3945.03296 validation_1-mae:6000.64648 [1605] validation_0-mae:3944.30420 validation_1-mae:6000.48145 [1606] validation_0-mae:3943.68042 validation_1-mae:6000.68603 [1607] validation_0-mae:3943.32349 validation_1-mae:6000.85498 [1608] validation_0-mae:3942.63623 validation_1-mae:6001.08008 [1609] validation_0-mae:3941.87524 validation_1-mae:6001.39990 [1610] validation_0-mae:3941.69189 validation_1-mae:6001.27734 [1611] validation_0-mae:3940.63721 validation_1-mae:6000.53369 [1612] validation_0-mae:3940.45410 validation_1-mae:6000.45947 [1613] validation_0-mae:3939.92481 validation_1-mae:6000.87158 [1614] validation_0-mae:3939.13306 validation_1-mae:6000.61816 [1615] validation_0-mae:3938.00659 validation_1-mae:6001.02637 [1616] validation_0-mae:3937.47144 validation_1-mae:6001.11865 [1617] validation_0-mae:3936.31055 validation_1-mae:6001.54102 [1618] validation_0-mae:3935.38452 validation_1-mae:6001.61279 [1619] validation_0-mae:3934.80420 validation_1-mae:6001.52100 [1620] validation_0-mae:3934.04614 validation_1-mae:6001.31250 [1621] validation_0-mae:3933.11011 validation_1-mae:6001.27637 [1622] validation_0-mae:3931.88574 validation_1-mae:6000.78857 [1623] validation_0-mae:3931.05127 validation_1-mae:6000.85938 [1624] validation_0-mae:3929.99536 validation_1-mae:6001.15430 [1625] validation_0-mae:3928.96875 validation_1-mae:6001.30664 [1626] validation_0-mae:3927.81030 validation_1-mae:6001.42822 [1627] validation_0-mae:3926.84204 validation_1-mae:6001.23047 [1628] validation_0-mae:3926.13794 validation_1-mae:6001.55859 [1629] validation_0-mae:3925.44092 validation_1-mae:6001.05811 [1630] validation_0-mae:3924.01587 validation_1-mae:6000.80371 [1631] validation_0-mae:3922.61035 validation_1-mae:6000.81152 [1632] validation_0-mae:3921.77270 validation_1-mae:6000.74121 [1633] validation_0-mae:3921.15112 validation_1-mae:6000.83252 [1634] validation_0-mae:3920.37109 validation_1-mae:6000.79639 [1635] validation_0-mae:3919.59717 validation_1-mae:6001.24561 [1636] validation_0-mae:3918.93774 validation_1-mae:6001.31494 [1637] validation_0-mae:3918.28589 validation_1-mae:6001.21094 [1638] validation_0-mae:3917.27710 validation_1-mae:6000.89502 [1639] validation_0-mae:3916.29468 validation_1-mae:6001.08643 [1640] validation_0-mae:3914.95117 validation_1-mae:6000.62402 [1641] validation_0-mae:3914.20312 validation_1-mae:6000.65625 [1642] validation_0-mae:3913.43115 validation_1-mae:6000.72803 [1643] validation_0-mae:3912.83032 validation_1-mae:6000.76514 [1644] validation_0-mae:3912.20898 validation_1-mae:6001.02246 [1645] validation_0-mae:3910.81323 validation_1-mae:6000.90137 [1646] validation_0-mae:3909.74292 validation_1-mae:6001.06641 [1647] validation_0-mae:3908.03760 validation_1-mae:6000.99707 [1648] validation_0-mae:3907.37769 validation_1-mae:6000.95752 [1649] validation_0-mae:3906.73413 validation_1-mae:6001.04248 [1650] validation_0-mae:3906.47192 validation_1-mae:6001.00391 [1651] validation_0-mae:3905.63110 validation_1-mae:6000.69092 [1652] validation_0-mae:3905.11572 validation_1-mae:6000.16846 [1653] validation_0-mae:3903.61890 validation_1-mae:6000.49316 [1654] validation_0-mae:3902.63623 validation_1-mae:6000.97119 [1655] validation_0-mae:3902.10571 validation_1-mae:6000.70166 [1656] validation_0-mae:3901.23438 validation_1-mae:6000.67871 [1657] validation_0-mae:3900.33154 validation_1-mae:6000.68408 [1658] validation_0-mae:3899.13672 validation_1-mae:6000.44580 [1659] validation_0-mae:3899.11987 validation_1-mae:6000.44922 [1660] validation_0-mae:3898.15649 validation_1-mae:6000.24023 [1661] validation_0-mae:3897.02905 validation_1-mae:5999.76904 [1662] validation_0-mae:3895.49414 validation_1-mae:5999.65625 [1663] validation_0-mae:3894.20288 validation_1-mae:5999.44043 [1664] validation_0-mae:3893.22217 validation_1-mae:5998.71045 [1665] validation_0-mae:3892.54590 validation_1-mae:5998.71533 [1666] validation_0-mae:3891.24512 validation_1-mae:5998.86475 [1667] validation_0-mae:3890.27466 validation_1-mae:5999.05566 [1668] validation_0-mae:3889.08765 validation_1-mae:5999.22803 [1669] validation_0-mae:3888.08203 validation_1-mae:5998.87598 [1670] validation_0-mae:3887.44653 validation_1-mae:5998.70020 [1671] validation_0-mae:3886.21362 validation_1-mae:5998.67725 [1672] validation_0-mae:3884.68945 validation_1-mae:5998.98096 [1673] validation_0-mae:3883.98926 validation_1-mae:5998.56787 [1674] validation_0-mae:3882.95947 validation_1-mae:5998.43555 [1675] validation_0-mae:3882.43823 validation_1-mae:5998.55469 [1676] validation_0-mae:3881.45361 validation_1-mae:5998.97119 [1677] validation_0-mae:3880.89185 validation_1-mae:5998.79883 [1678] validation_0-mae:3880.13696 validation_1-mae:5998.61768 [1679] validation_0-mae:3879.06616 validation_1-mae:5999.16699 [1680] validation_0-mae:3878.58301 validation_1-mae:5999.09766 [1681] validation_0-mae:3877.64770 validation_1-mae:5998.71680 [1682] validation_0-mae:3876.75317 validation_1-mae:5998.76514 [1683] validation_0-mae:3875.96924 validation_1-mae:5998.73633 [1684] validation_0-mae:3875.62671 validation_1-mae:5998.93603 [1685] validation_0-mae:3875.01660 validation_1-mae:5998.90039 [1686] validation_0-mae:3874.57519 validation_1-mae:5998.99219 [1687] validation_0-mae:3873.78076 validation_1-mae:5999.04541 [1688] validation_0-mae:3872.76050 validation_1-mae:5998.93701 [1689] validation_0-mae:3872.31201 validation_1-mae:5998.84375 [1690] validation_0-mae:3871.29541 validation_1-mae:5998.86963 [1691] validation_0-mae:3870.65479 validation_1-mae:5998.84570 [1692] validation_0-mae:3869.56348 validation_1-mae:5998.35791 [1693] validation_0-mae:3868.76318 validation_1-mae:5998.02441 [1694] validation_0-mae:3868.03735 validation_1-mae:5998.19824 [1695] validation_0-mae:3867.41992 validation_1-mae:5998.54297 [1696] validation_0-mae:3866.40356 validation_1-mae:5998.54150 [1697] validation_0-mae:3865.69434 validation_1-mae:5998.27539 [1698] validation_0-mae:3865.13647 validation_1-mae:5998.36035 [1699] validation_0-mae:3864.48608 validation_1-mae:5998.49219 Dropping: reje [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.78516 [12] validation_0-mae:10304.22168 validation_1-mae:10104.36621 [13] validation_0-mae:9819.97461 validation_1-mae:9624.76465 [14] validation_0-mae:9418.90527 validation_1-mae:9234.23144 [15] validation_0-mae:9084.41894 validation_1-mae:8906.80371 [16] validation_0-mae:8802.76660 validation_1-mae:8635.39453 [17] validation_0-mae:8567.56836 validation_1-mae:8410.96289 [18] validation_0-mae:8374.73047 validation_1-mae:8222.69043 [19] validation_0-mae:8212.23242 validation_1-mae:8069.89209 [20] validation_0-mae:8069.45264 validation_1-mae:7938.75537 [21] validation_0-mae:7945.11670 validation_1-mae:7830.87061 [22] validation_0-mae:7846.97559 validation_1-mae:7744.96436 [23] validation_0-mae:7760.82373 validation_1-mae:7675.78516 [24] validation_0-mae:7677.09228 validation_1-mae:7597.44092 [25] validation_0-mae:7604.52100 validation_1-mae:7534.10645 [26] validation_0-mae:7549.05176 validation_1-mae:7487.31397 [27] validation_0-mae:7488.75049 validation_1-mae:7433.30127 [28] validation_0-mae:7439.51172 validation_1-mae:7392.47559 [29] validation_0-mae:7397.34473 validation_1-mae:7358.30127 [30] validation_0-mae:7361.62842 validation_1-mae:7327.82227 [31] validation_0-mae:7321.06689 validation_1-mae:7291.27197 [32] validation_0-mae:7292.64111 validation_1-mae:7273.79102 [33] validation_0-mae:7264.37012 validation_1-mae:7252.72461 [34] validation_0-mae:7234.05078 validation_1-mae:7232.73242 [35] validation_0-mae:7202.57715 validation_1-mae:7208.03223 [36] validation_0-mae:7185.35889 validation_1-mae:7194.64307 [37] validation_0-mae:7167.74219 validation_1-mae:7184.59766 [38] validation_0-mae:7142.38184 validation_1-mae:7163.18994 [39] validation_0-mae:7121.32422 validation_1-mae:7146.04736 [40] validation_0-mae:7103.48682 validation_1-mae:7135.41016 [41] validation_0-mae:7087.31689 validation_1-mae:7122.92871 [42] validation_0-mae:7070.21045 validation_1-mae:7112.20166 [43] validation_0-mae:7050.17432 validation_1-mae:7098.31250 [44] validation_0-mae:7037.65234 validation_1-mae:7087.72070 [45] validation_0-mae:7012.39990 validation_1-mae:7067.25879 [46] validation_0-mae:6988.82861 validation_1-mae:7046.93262 [47] validation_0-mae:6972.97461 validation_1-mae:7038.85547 [48] validation_0-mae:6948.31738 validation_1-mae:7020.38428 [49] validation_0-mae:6934.13916 validation_1-mae:7010.27783 [50] validation_0-mae:6915.89404 validation_1-mae:6996.87451 [51] validation_0-mae:6901.48145 validation_1-mae:6991.31348 [52] validation_0-mae:6888.30371 validation_1-mae:6979.82227 [53] validation_0-mae:6875.81006 validation_1-mae:6974.41357 [54] validation_0-mae:6867.37793 validation_1-mae:6968.12842 [55] validation_0-mae:6851.30371 validation_1-mae:6956.31250 [56] validation_0-mae:6832.62549 validation_1-mae:6939.86084 [57] validation_0-mae:6819.00244 validation_1-mae:6930.91406 [58] validation_0-mae:6809.53955 validation_1-mae:6922.72266 [59] validation_0-mae:6794.37207 validation_1-mae:6913.68213 [60] validation_0-mae:6779.52441 validation_1-mae:6900.76758 [61] validation_0-mae:6767.47949 validation_1-mae:6892.46777 [62] validation_0-mae:6746.25586 validation_1-mae:6875.38574 [63] validation_0-mae:6733.96924 validation_1-mae:6864.10010 [64] validation_0-mae:6723.72510 validation_1-mae:6860.58154 [65] validation_0-mae:6714.69482 validation_1-mae:6853.60107 [66] validation_0-mae:6703.15674 validation_1-mae:6844.54590 [67] validation_0-mae:6696.10107 validation_1-mae:6842.00342 [68] validation_0-mae:6683.91553 validation_1-mae:6832.35498 [69] validation_0-mae:6668.17627 validation_1-mae:6818.93848 [70] validation_0-mae:6656.25684 validation_1-mae:6809.24951 [71] validation_0-mae:6636.86035 validation_1-mae:6791.03467 [72] validation_0-mae:6629.71582 validation_1-mae:6789.01270 [73] validation_0-mae:6620.08545 validation_1-mae:6783.27588 [74] validation_0-mae:6611.74023 validation_1-mae:6775.18457 [75] validation_0-mae:6604.10742 validation_1-mae:6769.65674 [76] validation_0-mae:6594.03613 validation_1-mae:6761.88574 [77] validation_0-mae:6585.34961 validation_1-mae:6755.79199 [78] validation_0-mae:6575.70947 validation_1-mae:6748.29688 [79] validation_0-mae:6567.53711 validation_1-mae:6742.95215 [80] validation_0-mae:6556.67041 validation_1-mae:6735.78516 [81] validation_0-mae:6549.42822 validation_1-mae:6730.62988 [82] validation_0-mae:6542.34277 validation_1-mae:6724.06103 [83] validation_0-mae:6529.36572 validation_1-mae:6712.30127 [84] validation_0-mae:6521.05322 validation_1-mae:6705.71045 [85] validation_0-mae:6512.93994 validation_1-mae:6700.16602 [86] validation_0-mae:6501.24512 validation_1-mae:6691.29785 [87] validation_0-mae:6492.62061 validation_1-mae:6685.76221 [88] validation_0-mae:6487.92383 validation_1-mae:6682.15772 [89] validation_0-mae:6478.45166 validation_1-mae:6675.57178 [90] validation_0-mae:6472.46875 validation_1-mae:6671.57764 [91] validation_0-mae:6463.80029 validation_1-mae:6665.42822 [92] validation_0-mae:6454.38379 validation_1-mae:6660.07812 [93] validation_0-mae:6447.48584 validation_1-mae:6656.85889 [94] validation_0-mae:6438.62695 validation_1-mae:6652.17188 [95] validation_0-mae:6431.03613 validation_1-mae:6646.45410 [96] validation_0-mae:6425.36572 validation_1-mae:6643.59766 [97] validation_0-mae:6416.75879 validation_1-mae:6637.16504 [98] validation_0-mae:6413.83936 validation_1-mae:6635.79346 [99] validation_0-mae:6407.51465 validation_1-mae:6632.09912 [100] validation_0-mae:6401.21338 validation_1-mae:6628.54395 [101] validation_0-mae:6394.67236 validation_1-mae:6622.88428 [102] validation_0-mae:6391.65478 validation_1-mae:6621.42871 [103] validation_0-mae:6386.72119 validation_1-mae:6618.32520 [104] validation_0-mae:6380.07178 validation_1-mae:6615.12549 [105] validation_0-mae:6373.51172 validation_1-mae:6609.15820 [106] validation_0-mae:6365.68799 validation_1-mae:6603.20117 [107] validation_0-mae:6357.47949 validation_1-mae:6597.71728 [108] validation_0-mae:6354.10010 validation_1-mae:6595.90430 [109] validation_0-mae:6348.55371 validation_1-mae:6593.90576 [110] validation_0-mae:6342.07812 validation_1-mae:6589.87744 [111] validation_0-mae:6335.43555 validation_1-mae:6583.63623 [112] validation_0-mae:6329.34961 validation_1-mae:6579.97168 [113] validation_0-mae:6326.77734 validation_1-mae:6577.88135 [114] validation_0-mae:6321.42529 validation_1-mae:6574.66748 [115] validation_0-mae:6317.61914 validation_1-mae:6572.05322 [116] validation_0-mae:6311.80908 validation_1-mae:6569.85742 [117] validation_0-mae:6303.63818 validation_1-mae:6564.95605 [118] validation_0-mae:6299.20898 validation_1-mae:6561.60303 [119] validation_0-mae:6292.21924 validation_1-mae:6557.67871 [120] validation_0-mae:6288.18457 validation_1-mae:6554.95361 [121] validation_0-mae:6284.12842 validation_1-mae:6553.41797 [122] validation_0-mae:6278.73291 validation_1-mae:6549.88867 [123] validation_0-mae:6269.12305 validation_1-mae:6543.69043 [124] validation_0-mae:6267.22070 validation_1-mae:6542.13965 [125] validation_0-mae:6261.12549 validation_1-mae:6538.08447 [126] validation_0-mae:6253.90820 validation_1-mae:6532.90820 [127] validation_0-mae:6248.22754 validation_1-mae:6528.22022 [128] validation_0-mae:6244.35254 validation_1-mae:6526.87598 [129] validation_0-mae:6235.22803 validation_1-mae:6519.66992 [130] validation_0-mae:6231.40039 validation_1-mae:6517.70801 [131] validation_0-mae:6226.80322 validation_1-mae:6515.37939 [132] validation_0-mae:6221.01416 validation_1-mae:6511.25293 [133] validation_0-mae:6215.85498 validation_1-mae:6508.07324 [134] validation_0-mae:6209.91455 validation_1-mae:6502.35156 [135] validation_0-mae:6204.24414 validation_1-mae:6498.97168 [136] validation_0-mae:6199.76025 validation_1-mae:6496.24951 [137] validation_0-mae:6197.38574 validation_1-mae:6495.05664 [138] validation_0-mae:6191.56543 validation_1-mae:6491.45361 [139] validation_0-mae:6185.27393 validation_1-mae:6487.76025 [140] validation_0-mae:6182.40527 validation_1-mae:6485.54199 [141] validation_0-mae:6179.25537 validation_1-mae:6484.27246 [142] validation_0-mae:6175.73145 validation_1-mae:6482.68311 [143] validation_0-mae:6170.78516 validation_1-mae:6480.22022 [144] validation_0-mae:6168.55859 validation_1-mae:6478.77783 [145] validation_0-mae:6162.92871 validation_1-mae:6474.79297 [146] validation_0-mae:6158.51172 validation_1-mae:6472.57275 [147] validation_0-mae:6152.38428 validation_1-mae:6468.40332 [148] validation_0-mae:6146.19434 validation_1-mae:6463.86914 [149] validation_0-mae:6141.56397 validation_1-mae:6460.73047 [150] validation_0-mae:6137.29248 validation_1-mae:6458.66064 [151] validation_0-mae:6134.34766 validation_1-mae:6457.29199 [152] validation_0-mae:6130.70654 validation_1-mae:6454.76367 [153] validation_0-mae:6126.17432 validation_1-mae:6451.34082 [154] validation_0-mae:6123.24658 validation_1-mae:6449.76465 [155] validation_0-mae:6119.49023 validation_1-mae:6447.42432 [156] validation_0-mae:6116.36133 validation_1-mae:6445.58984 [157] validation_0-mae:6113.44336 validation_1-mae:6443.78613 [158] validation_0-mae:6108.58496 validation_1-mae:6444.69092 [159] validation_0-mae:6103.65332 validation_1-mae:6441.20508 [160] validation_0-mae:6099.51318 validation_1-mae:6439.82568 [161] validation_0-mae:6091.51709 validation_1-mae:6433.08447 [162] validation_0-mae:6084.46680 validation_1-mae:6428.35303 [163] validation_0-mae:6079.90527 validation_1-mae:6425.60059 [164] validation_0-mae:6077.27588 validation_1-mae:6425.02734 [165] validation_0-mae:6075.07275 validation_1-mae:6424.37988 [166] validation_0-mae:6072.52539 validation_1-mae:6422.96680 [167] validation_0-mae:6069.55615 validation_1-mae:6423.35352 [168] validation_0-mae:6068.00147 validation_1-mae:6422.10693 [169] validation_0-mae:6063.57471 validation_1-mae:6421.64697 [170] validation_0-mae:6059.59570 validation_1-mae:6418.87109 [171] validation_0-mae:6055.85449 validation_1-mae:6416.87451 [172] validation_0-mae:6051.79395 validation_1-mae:6415.72754 [173] validation_0-mae:6048.09814 validation_1-mae:6414.22607 [174] validation_0-mae:6043.71777 validation_1-mae:6413.68506 [175] validation_0-mae:6037.34863 validation_1-mae:6409.48584 [176] validation_0-mae:6036.06152 validation_1-mae:6409.98389 [177] validation_0-mae:6034.73242 validation_1-mae:6410.09961 [178] validation_0-mae:6029.41895 validation_1-mae:6406.79297 [179] validation_0-mae:6026.46973 validation_1-mae:6405.54785 [180] validation_0-mae:6023.09180 validation_1-mae:6404.40039 [181] validation_0-mae:6019.22412 validation_1-mae:6403.75342 [182] validation_0-mae:6016.35693 validation_1-mae:6401.84912 [183] validation_0-mae:6014.11328 validation_1-mae:6401.23389 [184] validation_0-mae:6009.73389 validation_1-mae:6398.18164 [185] validation_0-mae:6006.83984 validation_1-mae:6397.01367 [186] validation_0-mae:6001.42969 validation_1-mae:6393.25879 [187] validation_0-mae:5992.93066 validation_1-mae:6386.88867 [188] validation_0-mae:5989.66797 validation_1-mae:6386.69629 [189] validation_0-mae:5986.58691 validation_1-mae:6386.69873 [190] validation_0-mae:5983.14746 validation_1-mae:6385.17529 [191] validation_0-mae:5977.17725 validation_1-mae:6380.95459 [192] validation_0-mae:5971.94629 validation_1-mae:6378.40430 [193] validation_0-mae:5968.69434 validation_1-mae:6375.92676 [194] validation_0-mae:5967.03369 validation_1-mae:6376.15039 [195] validation_0-mae:5964.39258 validation_1-mae:6374.60449 [196] validation_0-mae:5959.85352 validation_1-mae:6372.14795 [197] validation_0-mae:5958.11475 validation_1-mae:6371.81982 [198] validation_0-mae:5953.88672 validation_1-mae:6371.15381 [199] validation_0-mae:5951.06250 validation_1-mae:6370.16846 [200] validation_0-mae:5947.38428 validation_1-mae:6368.71240 [201] validation_0-mae:5946.50000 validation_1-mae:6368.69238 [202] validation_0-mae:5943.73340 validation_1-mae:6367.45459 [203] validation_0-mae:5940.67090 validation_1-mae:6366.56836 [204] validation_0-mae:5938.37012 validation_1-mae:6365.44531 [205] validation_0-mae:5936.35156 validation_1-mae:6365.57568 [206] validation_0-mae:5931.44629 validation_1-mae:6362.93018 [207] validation_0-mae:5928.49853 validation_1-mae:6361.13818 [208] validation_0-mae:5926.08105 validation_1-mae:6359.87402 [209] validation_0-mae:5924.23047 validation_1-mae:6359.73486 [210] validation_0-mae:5922.17627 validation_1-mae:6359.23486 [211] validation_0-mae:5919.61133 validation_1-mae:6357.58203 [212] validation_0-mae:5917.36816 validation_1-mae:6355.62549 [213] validation_0-mae:5913.70703 validation_1-mae:6354.84033 [214] validation_0-mae:5911.69238 validation_1-mae:6354.13184 [215] validation_0-mae:5907.35156 validation_1-mae:6352.67139 [216] validation_0-mae:5903.22461 validation_1-mae:6350.22852 [217] validation_0-mae:5900.97217 validation_1-mae:6348.90918 [218] validation_0-mae:5896.56836 validation_1-mae:6346.90723 [219] validation_0-mae:5893.48486 validation_1-mae:6346.17578 [220] validation_0-mae:5890.07568 validation_1-mae:6344.84180 [221] validation_0-mae:5888.11768 validation_1-mae:6343.51465 [222] validation_0-mae:5884.58936 validation_1-mae:6340.28809 [223] validation_0-mae:5880.00586 validation_1-mae:6338.97510 [224] validation_0-mae:5877.66895 validation_1-mae:6338.82520 [225] validation_0-mae:5872.91406 validation_1-mae:6335.84570 [226] validation_0-mae:5871.85938 validation_1-mae:6335.16553 [227] validation_0-mae:5869.16699 validation_1-mae:6334.19775 [228] validation_0-mae:5867.79883 validation_1-mae:6334.48682 [229] validation_0-mae:5867.31299 validation_1-mae:6334.23096 [230] validation_0-mae:5862.53809 validation_1-mae:6332.26807 [231] validation_0-mae:5860.09375 validation_1-mae:6330.99658 [232] validation_0-mae:5856.34668 validation_1-mae:6331.11377 [233] validation_0-mae:5854.43311 validation_1-mae:6330.92090 [234] validation_0-mae:5852.38184 validation_1-mae:6330.76172 [235] validation_0-mae:5849.82715 validation_1-mae:6330.24414 [236] validation_0-mae:5846.08203 validation_1-mae:6329.26025 [237] validation_0-mae:5843.30713 validation_1-mae:6328.37207 [238] validation_0-mae:5839.96631 validation_1-mae:6327.47656 [239] validation_0-mae:5835.68897 validation_1-mae:6326.38574 [240] validation_0-mae:5831.16113 validation_1-mae:6322.63135 [241] validation_0-mae:5829.78125 validation_1-mae:6322.84766 [242] validation_0-mae:5828.19531 validation_1-mae:6322.03809 [243] validation_0-mae:5827.83789 validation_1-mae:6321.97510 [244] validation_0-mae:5825.83691 validation_1-mae:6322.03272 [245] validation_0-mae:5823.96387 validation_1-mae:6320.58545 [246] validation_0-mae:5814.67041 validation_1-mae:6315.22168 [247] validation_0-mae:5811.78369 validation_1-mae:6314.11768 [248] validation_0-mae:5807.78076 validation_1-mae:6312.57861 [249] validation_0-mae:5804.91602 validation_1-mae:6311.39648 [250] validation_0-mae:5802.16260 validation_1-mae:6309.92725 [251] validation_0-mae:5798.31201 validation_1-mae:6307.72754 [252] validation_0-mae:5796.55225 validation_1-mae:6307.94678 [253] validation_0-mae:5793.60254 validation_1-mae:6306.51807 [254] validation_0-mae:5791.33154 validation_1-mae:6306.25000 [255] validation_0-mae:5789.23438 validation_1-mae:6305.39746 [256] validation_0-mae:5786.09131 validation_1-mae:6304.40967 [257] validation_0-mae:5783.38818 validation_1-mae:6301.75391 [258] validation_0-mae:5779.93652 validation_1-mae:6298.87012 [259] validation_0-mae:5778.18506 validation_1-mae:6298.52978 [260] validation_0-mae:5776.76562 validation_1-mae:6297.37695 [261] validation_0-mae:5775.01758 validation_1-mae:6297.66992 [262] validation_0-mae:5773.33594 validation_1-mae:6297.53320 [263] validation_0-mae:5771.98779 validation_1-mae:6297.10742 [264] validation_0-mae:5769.97266 validation_1-mae:6296.52734 [265] validation_0-mae:5766.93945 validation_1-mae:6295.23096 [266] validation_0-mae:5764.43603 validation_1-mae:6294.06689 [267] validation_0-mae:5762.34131 validation_1-mae:6292.44824 [268] validation_0-mae:5760.14990 validation_1-mae:6290.42627 [269] validation_0-mae:5757.37793 validation_1-mae:6289.95703 [270] validation_0-mae:5752.58447 validation_1-mae:6289.15869 [271] validation_0-mae:5750.66357 validation_1-mae:6288.75635 [272] validation_0-mae:5743.22656 validation_1-mae:6283.86426 [273] validation_0-mae:5740.79443 validation_1-mae:6283.75000 [274] validation_0-mae:5737.73633 validation_1-mae:6283.05713 [275] validation_0-mae:5735.08545 validation_1-mae:6282.77100 [276] validation_0-mae:5733.50977 validation_1-mae:6281.86133 [277] validation_0-mae:5726.36621 validation_1-mae:6279.01904 [278] validation_0-mae:5723.65918 validation_1-mae:6278.84522 [279] validation_0-mae:5717.62353 validation_1-mae:6274.98340 [280] validation_0-mae:5715.48340 validation_1-mae:6273.77832 [281] validation_0-mae:5713.81885 validation_1-mae:6272.70557 [282] validation_0-mae:5712.67920 validation_1-mae:6272.62500 [283] validation_0-mae:5710.75195 validation_1-mae:6272.62451 [284] validation_0-mae:5709.21045 validation_1-mae:6272.11084 [285] validation_0-mae:5703.40527 validation_1-mae:6268.77637 [286] validation_0-mae:5700.92188 validation_1-mae:6268.25635 [287] validation_0-mae:5699.32227 validation_1-mae:6268.22022 [288] validation_0-mae:5696.88525 validation_1-mae:6267.04150 [289] validation_0-mae:5695.36133 validation_1-mae:6266.59033 [290] validation_0-mae:5691.96582 validation_1-mae:6265.62842 [291] validation_0-mae:5688.68603 validation_1-mae:6265.27637 [292] validation_0-mae:5686.00684 validation_1-mae:6265.33350 [293] validation_0-mae:5684.17529 validation_1-mae:6264.96484 [294] validation_0-mae:5680.37988 validation_1-mae:6262.86133 [295] validation_0-mae:5678.56201 validation_1-mae:6262.24756 [296] validation_0-mae:5677.71484 validation_1-mae:6262.15137 [297] validation_0-mae:5674.97559 validation_1-mae:6258.88037 [298] validation_0-mae:5674.07764 validation_1-mae:6258.83740 [299] validation_0-mae:5671.78174 validation_1-mae:6259.07764 [300] validation_0-mae:5669.41992 validation_1-mae:6258.42529 [301] validation_0-mae:5667.72998 validation_1-mae:6257.51758 [302] validation_0-mae:5664.27686 validation_1-mae:6255.88574 [303] validation_0-mae:5658.77441 validation_1-mae:6253.48193 [304] validation_0-mae:5656.39600 validation_1-mae:6252.35596 [305] validation_0-mae:5654.17090 validation_1-mae:6250.91211 [306] validation_0-mae:5652.20996 validation_1-mae:6250.70068 [307] validation_0-mae:5648.25732 validation_1-mae:6248.66797 [308] validation_0-mae:5646.66553 validation_1-mae:6247.88232 [309] validation_0-mae:5644.18701 validation_1-mae:6247.44189 [310] validation_0-mae:5642.37549 validation_1-mae:6247.25830 [311] validation_0-mae:5640.43457 validation_1-mae:6246.93603 [312] validation_0-mae:5638.99365 validation_1-mae:6246.93945 [313] validation_0-mae:5638.35449 validation_1-mae:6247.09228 [314] validation_0-mae:5637.36084 validation_1-mae:6247.17529 [315] validation_0-mae:5635.61621 validation_1-mae:6246.99561 [316] validation_0-mae:5633.76758 validation_1-mae:6246.93555 [317] validation_0-mae:5629.54443 validation_1-mae:6245.08643 [318] validation_0-mae:5625.51465 validation_1-mae:6243.35303 [319] validation_0-mae:5621.53906 validation_1-mae:6242.24121 [320] validation_0-mae:5619.66797 validation_1-mae:6242.21094 [321] validation_0-mae:5616.35693 validation_1-mae:6240.66846 [322] validation_0-mae:5613.96387 validation_1-mae:6239.77295 [323] validation_0-mae:5612.01611 validation_1-mae:6238.70410 [324] validation_0-mae:5610.74463 validation_1-mae:6238.69629 [325] validation_0-mae:5609.64648 validation_1-mae:6238.45752 [326] validation_0-mae:5607.75684 validation_1-mae:6237.57129 [327] validation_0-mae:5607.64307 validation_1-mae:6237.55957 [328] validation_0-mae:5605.16064 validation_1-mae:6237.03418 [329] validation_0-mae:5604.19287 validation_1-mae:6237.10400 [330] validation_0-mae:5603.73389 validation_1-mae:6237.32422 [331] validation_0-mae:5600.60107 validation_1-mae:6235.74951 [332] validation_0-mae:5597.83203 validation_1-mae:6234.43506 [333] validation_0-mae:5596.08301 validation_1-mae:6234.77246 [334] validation_0-mae:5593.52930 validation_1-mae:6234.84375 [335] validation_0-mae:5591.67188 validation_1-mae:6234.64795 [336] validation_0-mae:5587.66943 validation_1-mae:6233.14844 [337] validation_0-mae:5585.69482 validation_1-mae:6232.83154 [338] validation_0-mae:5585.20459 validation_1-mae:6232.74658 [339] validation_0-mae:5581.39844 validation_1-mae:6231.56982 [340] validation_0-mae:5579.49023 validation_1-mae:6230.68652 [341] validation_0-mae:5577.83105 validation_1-mae:6229.79004 [342] validation_0-mae:5575.99463 validation_1-mae:6229.54443 [343] validation_0-mae:5574.81689 validation_1-mae:6229.51416 [344] validation_0-mae:5570.91162 validation_1-mae:6227.40625 [345] validation_0-mae:5569.60791 validation_1-mae:6227.17480 [346] validation_0-mae:5567.62695 validation_1-mae:6226.84522 [347] validation_0-mae:5565.05908 validation_1-mae:6225.34326 [348] validation_0-mae:5564.17871 validation_1-mae:6225.11914 [349] validation_0-mae:5560.96826 validation_1-mae:6223.37402 [350] validation_0-mae:5556.60986 validation_1-mae:6221.75879 [351] validation_0-mae:5555.76562 validation_1-mae:6222.54883 [352] validation_0-mae:5553.57080 validation_1-mae:6222.21777 [353] validation_0-mae:5551.90186 validation_1-mae:6221.78418 [354] validation_0-mae:5550.49805 validation_1-mae:6221.42041 [355] validation_0-mae:5547.32031 validation_1-mae:6221.12842 [356] validation_0-mae:5545.66943 validation_1-mae:6221.34180 [357] validation_0-mae:5542.33252 validation_1-mae:6221.39160 [358] validation_0-mae:5539.64844 validation_1-mae:6220.58984 [359] validation_0-mae:5538.01123 validation_1-mae:6219.46777 [360] validation_0-mae:5536.95312 validation_1-mae:6219.70020 [361] validation_0-mae:5536.36084 validation_1-mae:6219.30127 [362] validation_0-mae:5533.66602 validation_1-mae:6219.01367 [363] validation_0-mae:5532.48682 validation_1-mae:6218.60938 [364] validation_0-mae:5530.33789 validation_1-mae:6218.08252 [365] validation_0-mae:5529.30469 validation_1-mae:6217.76221 [366] validation_0-mae:5526.59131 validation_1-mae:6216.72900 [367] validation_0-mae:5523.96387 validation_1-mae:6217.01221 [368] validation_0-mae:5522.29980 validation_1-mae:6216.96582 [369] validation_0-mae:5520.05469 validation_1-mae:6216.62256 [370] validation_0-mae:5516.95117 validation_1-mae:6215.97852 [371] validation_0-mae:5514.60498 validation_1-mae:6214.84668 [372] validation_0-mae:5511.14258 validation_1-mae:6213.19775 [373] validation_0-mae:5507.38330 validation_1-mae:6211.63428 [374] validation_0-mae:5505.86865 validation_1-mae:6211.43848 [375] validation_0-mae:5502.71143 validation_1-mae:6209.51709 [376] validation_0-mae:5499.35156 validation_1-mae:6208.37451 [377] validation_0-mae:5496.37500 validation_1-mae:6207.23389 [378] validation_0-mae:5493.40820 validation_1-mae:6206.12598 [379] validation_0-mae:5491.99268 validation_1-mae:6206.13135 [380] validation_0-mae:5491.48682 validation_1-mae:6205.84228 [381] validation_0-mae:5490.39258 validation_1-mae:6205.57520 [382] validation_0-mae:5489.28662 validation_1-mae:6205.17725 [383] validation_0-mae:5487.91895 validation_1-mae:6204.87793 [384] validation_0-mae:5486.92188 validation_1-mae:6204.78760 [385] validation_0-mae:5483.76074 validation_1-mae:6203.54688 [386] validation_0-mae:5481.73389 validation_1-mae:6203.96777 [387] validation_0-mae:5480.95801 validation_1-mae:6203.49316 [388] validation_0-mae:5479.46631 validation_1-mae:6203.64111 [389] validation_0-mae:5476.87305 validation_1-mae:6202.34522 [390] validation_0-mae:5476.05225 validation_1-mae:6202.50781 [391] validation_0-mae:5473.28955 validation_1-mae:6200.94971 [392] validation_0-mae:5469.89648 validation_1-mae:6199.94580 [393] validation_0-mae:5468.81641 validation_1-mae:6199.77051 [394] validation_0-mae:5467.85254 validation_1-mae:6199.60791 [395] validation_0-mae:5466.94043 validation_1-mae:6198.73047 [396] validation_0-mae:5465.46436 validation_1-mae:6198.83057 [397] validation_0-mae:5462.98389 validation_1-mae:6198.36084 [398] validation_0-mae:5460.79639 validation_1-mae:6198.79688 [399] validation_0-mae:5458.32471 validation_1-mae:6198.72070 [400] validation_0-mae:5453.33740 validation_1-mae:6196.43115 [401] validation_0-mae:5452.52686 validation_1-mae:6196.13037 [402] validation_0-mae:5447.58105 validation_1-mae:6193.24414 [403] validation_0-mae:5446.63037 validation_1-mae:6192.69678 [404] validation_0-mae:5444.09912 validation_1-mae:6190.85303 [405] validation_0-mae:5440.51904 validation_1-mae:6189.57666 [406] validation_0-mae:5437.66064 validation_1-mae:6187.59326 [407] validation_0-mae:5432.58740 validation_1-mae:6185.91846 [408] validation_0-mae:5431.20654 validation_1-mae:6185.51221 [409] validation_0-mae:5429.29932 validation_1-mae:6184.24805 [410] validation_0-mae:5427.42139 validation_1-mae:6183.47412 [411] validation_0-mae:5426.89551 validation_1-mae:6183.02930 [412] validation_0-mae:5424.97754 validation_1-mae:6182.96143 [413] validation_0-mae:5419.91357 validation_1-mae:6181.88818 [414] validation_0-mae:5418.98584 validation_1-mae:6181.00830 [415] validation_0-mae:5418.73633 validation_1-mae:6181.11377 [416] validation_0-mae:5415.81836 validation_1-mae:6181.23584 [417] validation_0-mae:5411.75635 validation_1-mae:6178.03662 [418] validation_0-mae:5409.62598 validation_1-mae:6177.91309 [419] validation_0-mae:5408.91943 validation_1-mae:6177.75537 [420] validation_0-mae:5406.27002 validation_1-mae:6176.71191 [421] validation_0-mae:5404.13086 validation_1-mae:6176.75147 [422] validation_0-mae:5401.27441 validation_1-mae:6175.49365 [423] validation_0-mae:5398.34277 validation_1-mae:6173.37842 [424] validation_0-mae:5394.00830 validation_1-mae:6172.56543 [425] validation_0-mae:5392.20703 validation_1-mae:6172.07666 [426] validation_0-mae:5391.09619 validation_1-mae:6171.64307 [427] validation_0-mae:5387.79541 validation_1-mae:6170.35205 [428] validation_0-mae:5385.46436 validation_1-mae:6169.59522 [429] validation_0-mae:5382.73828 validation_1-mae:6167.80859 [430] validation_0-mae:5379.82617 validation_1-mae:6166.70508 [431] validation_0-mae:5378.24072 validation_1-mae:6166.35400 [432] validation_0-mae:5377.02783 validation_1-mae:6165.99219 [433] validation_0-mae:5374.47949 validation_1-mae:6163.65381 [434] validation_0-mae:5371.83545 validation_1-mae:6163.75391 [435] validation_0-mae:5370.11572 validation_1-mae:6163.86621 [436] validation_0-mae:5366.41992 validation_1-mae:6161.49805 [437] validation_0-mae:5363.97607 validation_1-mae:6162.12402 [438] validation_0-mae:5363.36523 validation_1-mae:6161.81934 [439] validation_0-mae:5361.52930 validation_1-mae:6161.11426 [440] validation_0-mae:5361.14648 validation_1-mae:6161.09668 [441] validation_0-mae:5358.36816 validation_1-mae:6159.32471 [442] validation_0-mae:5356.57471 validation_1-mae:6158.49902 [443] validation_0-mae:5354.54199 validation_1-mae:6157.88379 [444] validation_0-mae:5352.68262 validation_1-mae:6157.35938 [445] validation_0-mae:5350.83252 validation_1-mae:6156.51611 [446] validation_0-mae:5346.89014 validation_1-mae:6156.17725 [447] validation_0-mae:5344.87353 validation_1-mae:6156.39844 [448] validation_0-mae:5344.19580 validation_1-mae:6156.54053 [449] validation_0-mae:5343.04932 validation_1-mae:6156.82275 [450] validation_0-mae:5342.20166 validation_1-mae:6156.16602 [451] validation_0-mae:5341.59082 validation_1-mae:6156.16455 [452] validation_0-mae:5339.40234 validation_1-mae:6155.47314 [453] validation_0-mae:5336.89111 validation_1-mae:6154.35693 [454] validation_0-mae:5334.46484 validation_1-mae:6153.63232 [455] validation_0-mae:5333.33057 validation_1-mae:6153.41650 [456] validation_0-mae:5331.92529 validation_1-mae:6154.14551 [457] validation_0-mae:5330.67188 validation_1-mae:6153.22510 [458] validation_0-mae:5327.84375 validation_1-mae:6152.32031 [459] validation_0-mae:5324.70801 validation_1-mae:6151.51270 [460] validation_0-mae:5323.21289 validation_1-mae:6151.58398 [461] validation_0-mae:5321.25928 validation_1-mae:6150.55469 [462] validation_0-mae:5320.13281 validation_1-mae:6149.98730 [463] validation_0-mae:5318.33838 validation_1-mae:6148.68555 [464] validation_0-mae:5316.40430 validation_1-mae:6148.91650 [465] validation_0-mae:5316.24512 validation_1-mae:6148.93311 [466] validation_0-mae:5313.86230 validation_1-mae:6148.24512 [467] validation_0-mae:5311.38721 validation_1-mae:6146.98535 [468] validation_0-mae:5309.78467 validation_1-mae:6146.60498 [469] validation_0-mae:5306.59766 validation_1-mae:6146.04297 [470] validation_0-mae:5302.98926 validation_1-mae:6143.73926 [471] validation_0-mae:5300.94678 validation_1-mae:6144.45410 [472] validation_0-mae:5299.64844 validation_1-mae:6144.54248 [473] validation_0-mae:5297.97656 validation_1-mae:6144.80811 [474] validation_0-mae:5297.22705 validation_1-mae:6144.67139 [475] validation_0-mae:5296.35156 validation_1-mae:6145.04395 [476] validation_0-mae:5294.81152 validation_1-mae:6143.88330 [477] validation_0-mae:5293.41699 validation_1-mae:6143.82422 [478] validation_0-mae:5293.03662 validation_1-mae:6143.96143 [479] validation_0-mae:5292.56397 validation_1-mae:6143.88721 [480] validation_0-mae:5290.47070 validation_1-mae:6142.87256 [481] validation_0-mae:5287.80518 validation_1-mae:6142.28174 [482] validation_0-mae:5284.82861 validation_1-mae:6141.29053 [483] validation_0-mae:5280.85449 validation_1-mae:6139.53906 [484] validation_0-mae:5278.74512 validation_1-mae:6138.69873 [485] validation_0-mae:5276.20166 validation_1-mae:6137.95020 [486] validation_0-mae:5272.05420 validation_1-mae:6136.54102 [487] validation_0-mae:5270.27295 validation_1-mae:6135.88574 [488] validation_0-mae:5269.54443 validation_1-mae:6135.54834 [489] validation_0-mae:5269.25879 validation_1-mae:6135.73145 [490] validation_0-mae:5267.84619 validation_1-mae:6135.24463 [491] validation_0-mae:5266.81592 validation_1-mae:6134.84522 [492] validation_0-mae:5264.82129 validation_1-mae:6135.35791 [493] validation_0-mae:5260.35645 validation_1-mae:6135.07275 [494] validation_0-mae:5256.84326 validation_1-mae:6133.96826 [495] validation_0-mae:5255.30420 validation_1-mae:6134.10693 [496] validation_0-mae:5254.20361 validation_1-mae:6134.64941 [497] validation_0-mae:5251.70361 validation_1-mae:6133.37305 [498] validation_0-mae:5250.66406 validation_1-mae:6133.28467 [499] validation_0-mae:5248.43457 validation_1-mae:6133.31201 [500] validation_0-mae:5246.95361 validation_1-mae:6133.27002 [501] validation_0-mae:5246.71631 validation_1-mae:6133.17480 [502] validation_0-mae:5244.61670 validation_1-mae:6132.54004 [503] validation_0-mae:5243.18359 validation_1-mae:6131.36523 [504] validation_0-mae:5240.03857 validation_1-mae:6131.48975 [505] validation_0-mae:5238.88525 validation_1-mae:6130.71875 [506] validation_0-mae:5235.54346 validation_1-mae:6129.42383 [507] validation_0-mae:5233.19580 validation_1-mae:6128.26172 [508] validation_0-mae:5230.91162 validation_1-mae:6127.24268 [509] validation_0-mae:5228.54688 validation_1-mae:6126.49707 [510] validation_0-mae:5227.76758 validation_1-mae:6126.05322 [511] validation_0-mae:5226.02051 validation_1-mae:6124.93262 [512] validation_0-mae:5224.80811 validation_1-mae:6124.07617 [513] validation_0-mae:5222.27393 validation_1-mae:6123.37793 [514] validation_0-mae:5220.77051 validation_1-mae:6123.05225 [515] validation_0-mae:5219.01953 validation_1-mae:6122.81787 [516] validation_0-mae:5216.80371 validation_1-mae:6122.94873 [517] validation_0-mae:5214.82373 validation_1-mae:6123.27832 [518] validation_0-mae:5213.19580 validation_1-mae:6123.02344 [519] validation_0-mae:5212.12305 validation_1-mae:6122.33545 [520] validation_0-mae:5211.50195 validation_1-mae:6122.28662 [521] validation_0-mae:5210.65283 validation_1-mae:6122.34814 [522] validation_0-mae:5208.80029 validation_1-mae:6121.58008 [523] validation_0-mae:5205.78174 validation_1-mae:6120.96875 [524] validation_0-mae:5203.03223 validation_1-mae:6119.58594 [525] validation_0-mae:5200.78711 validation_1-mae:6118.65918 [526] validation_0-mae:5199.86426 validation_1-mae:6117.95361 [527] validation_0-mae:5199.25049 validation_1-mae:6118.23584 [528] validation_0-mae:5195.42529 validation_1-mae:6115.60303 [529] validation_0-mae:5192.29736 validation_1-mae:6114.70264 [530] validation_0-mae:5189.98828 validation_1-mae:6115.34473 [531] validation_0-mae:5188.69385 validation_1-mae:6115.06055 [532] validation_0-mae:5186.78174 validation_1-mae:6114.21143 [533] validation_0-mae:5184.69629 validation_1-mae:6113.42041 [534] validation_0-mae:5184.13525 validation_1-mae:6113.35059 [535] validation_0-mae:5183.82275 validation_1-mae:6113.32617 [536] validation_0-mae:5182.91113 validation_1-mae:6113.19434 [537] validation_0-mae:5179.90430 validation_1-mae:6112.15478 [538] validation_0-mae:5178.48682 validation_1-mae:6111.75928 [539] validation_0-mae:5176.04590 validation_1-mae:6111.80957 [540] validation_0-mae:5174.54492 validation_1-mae:6111.88818 [541] validation_0-mae:5172.88721 validation_1-mae:6111.27637 [542] validation_0-mae:5172.28564 validation_1-mae:6111.34863 [543] validation_0-mae:5171.16748 validation_1-mae:6110.77100 [544] validation_0-mae:5168.14111 validation_1-mae:6110.36816 [545] validation_0-mae:5165.33789 validation_1-mae:6110.16797 [546] validation_0-mae:5162.54297 validation_1-mae:6108.97559 [547] validation_0-mae:5160.95996 validation_1-mae:6108.52588 [548] validation_0-mae:5159.12549 validation_1-mae:6108.27490 [549] validation_0-mae:5157.62744 validation_1-mae:6108.01416 [550] validation_0-mae:5156.07275 validation_1-mae:6107.17188 [551] validation_0-mae:5155.09424 validation_1-mae:6107.31348 [552] validation_0-mae:5152.82715 validation_1-mae:6106.26953 [553] validation_0-mae:5152.06689 validation_1-mae:6106.13525 [554] validation_0-mae:5149.60156 validation_1-mae:6105.29004 [555] validation_0-mae:5148.03418 validation_1-mae:6104.84131 [556] validation_0-mae:5147.28906 validation_1-mae:6105.03906 [557] validation_0-mae:5146.56299 validation_1-mae:6105.23291 [558] validation_0-mae:5144.52246 validation_1-mae:6104.95215 [559] validation_0-mae:5142.10596 validation_1-mae:6105.41260 [560] validation_0-mae:5140.30713 validation_1-mae:6104.95996 [561] validation_0-mae:5139.02637 validation_1-mae:6105.00244 [562] validation_0-mae:5136.95215 validation_1-mae:6105.90088 [563] validation_0-mae:5134.81982 validation_1-mae:6105.46338 [564] validation_0-mae:5133.29053 validation_1-mae:6104.50635 [565] validation_0-mae:5132.57129 validation_1-mae:6104.25098 [566] validation_0-mae:5130.83594 validation_1-mae:6103.81055 [567] validation_0-mae:5129.12109 validation_1-mae:6103.28369 [568] validation_0-mae:5127.95020 validation_1-mae:6103.08984 [569] validation_0-mae:5126.54980 validation_1-mae:6103.54688 [570] validation_0-mae:5126.04492 validation_1-mae:6103.25537 [571] validation_0-mae:5124.46777 validation_1-mae:6103.42432 [572] validation_0-mae:5123.99902 validation_1-mae:6103.47363 [573] validation_0-mae:5120.32178 validation_1-mae:6102.87207 [574] validation_0-mae:5118.74365 validation_1-mae:6102.23193 [575] validation_0-mae:5118.14404 validation_1-mae:6101.79639 [576] validation_0-mae:5117.81543 validation_1-mae:6101.49512 [577] validation_0-mae:5115.50293 validation_1-mae:6100.36816 [578] validation_0-mae:5113.58496 validation_1-mae:6100.81397 [579] validation_0-mae:5111.80273 validation_1-mae:6100.79736 [580] validation_0-mae:5109.75732 validation_1-mae:6100.45898 [581] validation_0-mae:5107.09277 validation_1-mae:6101.15137 [582] validation_0-mae:5105.23535 validation_1-mae:6100.86035 [583] validation_0-mae:5102.40088 validation_1-mae:6099.12012 [584] validation_0-mae:5099.40527 validation_1-mae:6098.13428 [585] validation_0-mae:5098.02637 validation_1-mae:6098.29150 [586] validation_0-mae:5094.68066 validation_1-mae:6097.71094 [587] validation_0-mae:5092.58643 validation_1-mae:6097.18359 [588] validation_0-mae:5089.83594 validation_1-mae:6097.23389 [589] validation_0-mae:5088.50049 validation_1-mae:6097.14111 [590] validation_0-mae:5087.65186 validation_1-mae:6096.90869 [591] validation_0-mae:5086.05469 validation_1-mae:6096.19531 [592] validation_0-mae:5085.79004 validation_1-mae:6096.35791 [593] validation_0-mae:5083.30371 validation_1-mae:6096.31543 [594] validation_0-mae:5081.17627 validation_1-mae:6095.24219 [595] validation_0-mae:5080.32324 validation_1-mae:6094.71191 [596] validation_0-mae:5079.38037 validation_1-mae:6094.44189 [597] validation_0-mae:5077.50342 validation_1-mae:6094.04541 [598] validation_0-mae:5076.66553 validation_1-mae:6093.46631 [599] validation_0-mae:5073.75830 validation_1-mae:6093.12207 [600] validation_0-mae:5072.51367 validation_1-mae:6093.20312 [601] validation_0-mae:5071.02344 validation_1-mae:6092.45020 [602] validation_0-mae:5070.39014 validation_1-mae:6092.22852 [603] validation_0-mae:5069.75098 validation_1-mae:6092.29785 [604] validation_0-mae:5066.55322 validation_1-mae:6089.48779 [605] validation_0-mae:5064.09082 validation_1-mae:6088.38818 [606] validation_0-mae:5063.11279 validation_1-mae:6088.32910 [607] validation_0-mae:5062.38916 validation_1-mae:6088.16309 [608] validation_0-mae:5060.01611 validation_1-mae:6087.66309 [609] validation_0-mae:5059.18164 validation_1-mae:6087.13721 [610] validation_0-mae:5057.41943 validation_1-mae:6086.02881 [611] validation_0-mae:5055.75147 validation_1-mae:6085.14844 [612] validation_0-mae:5055.07422 validation_1-mae:6084.91406 [613] validation_0-mae:5054.25684 validation_1-mae:6084.77930 [614] validation_0-mae:5053.65918 validation_1-mae:6084.50439 [615] validation_0-mae:5051.64502 validation_1-mae:6083.87012 [616] validation_0-mae:5050.81934 validation_1-mae:6083.11035 [617] validation_0-mae:5049.23096 validation_1-mae:6081.97266 [618] validation_0-mae:5048.56055 validation_1-mae:6081.94434 [619] validation_0-mae:5046.87256 validation_1-mae:6081.55762 [620] validation_0-mae:5045.41992 validation_1-mae:6081.66992 [621] validation_0-mae:5044.51172 validation_1-mae:6081.15283 [622] validation_0-mae:5043.08887 validation_1-mae:6081.69287 [623] validation_0-mae:5042.99072 validation_1-mae:6081.69287 [624] validation_0-mae:5041.71533 validation_1-mae:6081.29688 [625] validation_0-mae:5039.05859 validation_1-mae:6081.15869 [626] validation_0-mae:5036.21533 validation_1-mae:6081.95654 [627] validation_0-mae:5034.60986 validation_1-mae:6081.60596 [628] validation_0-mae:5034.40967 validation_1-mae:6081.70166 [629] validation_0-mae:5033.22266 validation_1-mae:6080.92969 [630] validation_0-mae:5032.34082 validation_1-mae:6080.63965 [631] validation_0-mae:5030.91748 validation_1-mae:6080.38037 [632] validation_0-mae:5028.68897 validation_1-mae:6079.75977 [633] validation_0-mae:5027.59522 validation_1-mae:6079.17432 [634] validation_0-mae:5026.18066 validation_1-mae:6079.14795 [635] validation_0-mae:5024.04736 validation_1-mae:6079.53564 [636] validation_0-mae:5022.48535 validation_1-mae:6079.67578 [637] validation_0-mae:5020.34668 validation_1-mae:6078.42676 [638] validation_0-mae:5016.90967 validation_1-mae:6077.46387 [639] validation_0-mae:5016.12353 validation_1-mae:6076.86621 [640] validation_0-mae:5013.28857 validation_1-mae:6074.88379 [641] validation_0-mae:5012.16699 validation_1-mae:6074.93408 [642] validation_0-mae:5011.04736 validation_1-mae:6074.25391 [643] validation_0-mae:5008.43897 validation_1-mae:6072.63867 [644] validation_0-mae:5007.02832 validation_1-mae:6071.76953 [645] validation_0-mae:5005.10498 validation_1-mae:6071.56787 [646] validation_0-mae:5003.45508 validation_1-mae:6071.84766 [647] validation_0-mae:5001.62012 validation_1-mae:6071.66553 [648] validation_0-mae:5000.36621 validation_1-mae:6071.19922 [649] validation_0-mae:4997.86621 validation_1-mae:6070.78272 [650] validation_0-mae:4997.32617 validation_1-mae:6070.86426 [651] validation_0-mae:4996.41309 validation_1-mae:6071.10498 [652] validation_0-mae:4994.64941 validation_1-mae:6070.94727 [653] validation_0-mae:4993.64258 validation_1-mae:6071.90137 [654] validation_0-mae:4991.05225 validation_1-mae:6071.71582 [655] validation_0-mae:4989.58740 validation_1-mae:6072.08594 [656] validation_0-mae:4988.14648 validation_1-mae:6071.72803 [657] validation_0-mae:4985.88525 validation_1-mae:6070.97559 [658] validation_0-mae:4983.68164 validation_1-mae:6069.92285 [659] validation_0-mae:4982.86377 validation_1-mae:6069.53613 [660] validation_0-mae:4982.07324 validation_1-mae:6069.35645 [661] validation_0-mae:4980.12109 validation_1-mae:6069.66748 [662] validation_0-mae:4979.75049 validation_1-mae:6069.69287 [663] validation_0-mae:4977.75684 validation_1-mae:6070.01123 [664] validation_0-mae:4976.18066 validation_1-mae:6069.47217 [665] validation_0-mae:4975.61475 validation_1-mae:6068.87353 [666] validation_0-mae:4972.18701 validation_1-mae:6067.16357 [667] validation_0-mae:4970.90527 validation_1-mae:6066.29443 [668] validation_0-mae:4969.02686 validation_1-mae:6066.26367 [669] validation_0-mae:4966.65576 validation_1-mae:6065.42188 [670] validation_0-mae:4964.39160 validation_1-mae:6065.64990 [671] validation_0-mae:4962.72070 validation_1-mae:6065.37598 [672] validation_0-mae:4961.38721 validation_1-mae:6065.41309 [673] validation_0-mae:4959.63232 validation_1-mae:6065.18603 [674] validation_0-mae:4958.22266 validation_1-mae:6065.69824 [675] validation_0-mae:4956.00391 validation_1-mae:6065.43262 [676] validation_0-mae:4954.80176 validation_1-mae:6065.50635 [677] validation_0-mae:4953.98828 validation_1-mae:6065.00586 [678] validation_0-mae:4953.18311 validation_1-mae:6064.38818 [679] validation_0-mae:4952.26367 validation_1-mae:6064.53711 [680] validation_0-mae:4951.13770 validation_1-mae:6064.37451 [681] validation_0-mae:4950.15625 validation_1-mae:6063.99023 [682] validation_0-mae:4948.83984 validation_1-mae:6063.87451 [683] validation_0-mae:4948.59326 validation_1-mae:6063.84912 [684] validation_0-mae:4947.28223 validation_1-mae:6063.77588 [685] validation_0-mae:4945.96582 validation_1-mae:6063.77490 [686] validation_0-mae:4943.84814 validation_1-mae:6063.85791 [687] validation_0-mae:4942.46045 validation_1-mae:6064.14355 [688] validation_0-mae:4941.37842 validation_1-mae:6063.41064 [689] validation_0-mae:4939.86816 validation_1-mae:6063.90381 [690] validation_0-mae:4938.33545 validation_1-mae:6062.96680 [691] validation_0-mae:4937.09912 validation_1-mae:6062.84326 [692] validation_0-mae:4935.90381 validation_1-mae:6062.56152 [693] validation_0-mae:4934.22949 validation_1-mae:6061.94580 [694] validation_0-mae:4933.25977 validation_1-mae:6062.40332 [695] validation_0-mae:4931.95850 validation_1-mae:6062.04785 [696] validation_0-mae:4931.49658 validation_1-mae:6061.91602 [697] validation_0-mae:4930.15674 validation_1-mae:6061.42773 [698] validation_0-mae:4928.80811 validation_1-mae:6061.23779 [699] validation_0-mae:4926.22900 validation_1-mae:6060.65723 [700] validation_0-mae:4924.59277 validation_1-mae:6060.56494 [701] validation_0-mae:4923.94238 validation_1-mae:6060.72705 [702] validation_0-mae:4922.65869 validation_1-mae:6060.88867 [703] validation_0-mae:4921.83154 validation_1-mae:6060.78369 [704] validation_0-mae:4920.53711 validation_1-mae:6060.67480 [705] validation_0-mae:4919.38232 validation_1-mae:6061.21094 [706] validation_0-mae:4918.14551 validation_1-mae:6061.27686 [707] validation_0-mae:4916.37207 validation_1-mae:6061.57715 [708] validation_0-mae:4914.22314 validation_1-mae:6061.52588 [709] validation_0-mae:4912.28223 validation_1-mae:6060.63916 [710] validation_0-mae:4911.28272 validation_1-mae:6060.51660 [711] validation_0-mae:4910.18945 validation_1-mae:6060.09619 [712] validation_0-mae:4908.45654 validation_1-mae:6059.72314 [713] validation_0-mae:4906.58789 validation_1-mae:6059.73584 [714] validation_0-mae:4905.34619 validation_1-mae:6059.94482 [715] validation_0-mae:4903.95312 validation_1-mae:6060.54932 [716] validation_0-mae:4903.41504 validation_1-mae:6060.59375 [717] validation_0-mae:4902.61816 validation_1-mae:6060.51318 [718] validation_0-mae:4900.84082 validation_1-mae:6060.40918 [719] validation_0-mae:4899.40527 validation_1-mae:6060.15576 [720] validation_0-mae:4897.72998 validation_1-mae:6059.60352 [721] validation_0-mae:4896.27441 validation_1-mae:6059.32568 [722] validation_0-mae:4894.24707 validation_1-mae:6059.39600 [723] validation_0-mae:4893.29248 validation_1-mae:6059.19824 [724] validation_0-mae:4892.74170 validation_1-mae:6059.49902 [725] validation_0-mae:4891.50488 validation_1-mae:6059.09033 [726] validation_0-mae:4891.48193 validation_1-mae:6059.13721 [727] validation_0-mae:4890.18262 validation_1-mae:6059.33838 [728] validation_0-mae:4888.88281 validation_1-mae:6059.17285 [729] validation_0-mae:4887.43945 validation_1-mae:6059.21387 [730] validation_0-mae:4886.41016 validation_1-mae:6059.20752 [731] validation_0-mae:4885.79150 validation_1-mae:6059.34863 [732] validation_0-mae:4882.90283 validation_1-mae:6059.59522 [733] validation_0-mae:4881.26465 validation_1-mae:6058.93164 [734] validation_0-mae:4879.92236 validation_1-mae:6058.57520 [735] validation_0-mae:4877.10010 validation_1-mae:6057.34522 [736] validation_0-mae:4875.76514 validation_1-mae:6056.84814 [737] validation_0-mae:4874.13086 validation_1-mae:6056.40674 [738] validation_0-mae:4873.30420 validation_1-mae:6056.23633 [739] validation_0-mae:4872.16162 validation_1-mae:6055.69336 [740] validation_0-mae:4870.31494 validation_1-mae:6055.06885 [741] validation_0-mae:4868.25684 validation_1-mae:6053.82471 [742] validation_0-mae:4866.93750 validation_1-mae:6054.55957 [743] validation_0-mae:4864.20996 validation_1-mae:6054.88623 [744] validation_0-mae:4862.48828 validation_1-mae:6054.17969 [745] validation_0-mae:4860.59082 validation_1-mae:6054.04492 [746] validation_0-mae:4858.60547 validation_1-mae:6054.01855 [747] validation_0-mae:4857.24268 validation_1-mae:6053.73340 [748] validation_0-mae:4856.68799 validation_1-mae:6053.90723 [749] validation_0-mae:4854.32666 validation_1-mae:6053.37793 [750] validation_0-mae:4851.37353 validation_1-mae:6052.30566 [751] validation_0-mae:4850.62402 validation_1-mae:6052.27051 [752] validation_0-mae:4849.11670 validation_1-mae:6051.69873 [753] validation_0-mae:4847.78760 validation_1-mae:6051.09570 [754] validation_0-mae:4846.71533 validation_1-mae:6051.15576 [755] validation_0-mae:4845.98438 validation_1-mae:6050.70264 [756] validation_0-mae:4844.79883 validation_1-mae:6050.47412 [757] validation_0-mae:4842.91602 validation_1-mae:6050.22852 [758] validation_0-mae:4841.74170 validation_1-mae:6049.93408 [759] validation_0-mae:4840.39160 validation_1-mae:6049.82617 [760] validation_0-mae:4839.19922 validation_1-mae:6049.42139 [761] validation_0-mae:4837.98926 validation_1-mae:6049.68164 [762] validation_0-mae:4837.92627 validation_1-mae:6049.96289 [763] validation_0-mae:4837.37598 validation_1-mae:6049.69824 [764] validation_0-mae:4836.70117 validation_1-mae:6049.35596 [765] validation_0-mae:4835.09570 validation_1-mae:6048.48438 [766] validation_0-mae:4832.96143 validation_1-mae:6049.30469 [767] validation_0-mae:4831.51953 validation_1-mae:6048.99072 [768] validation_0-mae:4831.17871 validation_1-mae:6048.97607 [769] validation_0-mae:4830.74853 validation_1-mae:6048.82080 [770] validation_0-mae:4829.87061 validation_1-mae:6048.85254 [771] validation_0-mae:4829.18994 validation_1-mae:6048.73584 [772] validation_0-mae:4828.92236 validation_1-mae:6048.57471 [773] validation_0-mae:4828.37158 validation_1-mae:6048.71826 [774] validation_0-mae:4826.57080 validation_1-mae:6048.14014 [775] validation_0-mae:4825.74072 validation_1-mae:6048.25928 [776] validation_0-mae:4824.44189 validation_1-mae:6047.59424 [777] validation_0-mae:4822.62451 validation_1-mae:6047.61133 [778] validation_0-mae:4820.59082 validation_1-mae:6046.94043 [779] validation_0-mae:4817.78076 validation_1-mae:6045.82617 [780] validation_0-mae:4816.09668 validation_1-mae:6045.55273 [781] validation_0-mae:4814.04004 validation_1-mae:6044.12549 [782] validation_0-mae:4811.85254 validation_1-mae:6043.45508 [783] validation_0-mae:4810.43994 validation_1-mae:6043.63086 [784] validation_0-mae:4808.57031 validation_1-mae:6043.60938 [785] validation_0-mae:4806.69287 validation_1-mae:6042.90869 [786] validation_0-mae:4804.40430 validation_1-mae:6041.64844 [787] validation_0-mae:4803.74658 validation_1-mae:6041.43359 [788] validation_0-mae:4802.29297 validation_1-mae:6041.82129 [789] validation_0-mae:4799.97363 validation_1-mae:6040.42676 [790] validation_0-mae:4797.06445 validation_1-mae:6038.70996 [791] validation_0-mae:4796.13672 validation_1-mae:6038.38965 [792] validation_0-mae:4794.40576 validation_1-mae:6037.12012 [793] validation_0-mae:4791.88477 validation_1-mae:6035.74121 [794] validation_0-mae:4790.14209 validation_1-mae:6036.06299 [795] validation_0-mae:4789.10986 validation_1-mae:6035.77246 [796] validation_0-mae:4787.89648 validation_1-mae:6035.84766 [797] validation_0-mae:4786.67627 validation_1-mae:6035.54150 [798] validation_0-mae:4785.49365 validation_1-mae:6035.81201 [799] validation_0-mae:4783.17871 validation_1-mae:6035.48682 [800] validation_0-mae:4781.78320 validation_1-mae:6036.27148 [801] validation_0-mae:4780.25147 validation_1-mae:6036.29102 [802] validation_0-mae:4779.01807 validation_1-mae:6036.12891 [803] validation_0-mae:4777.95557 validation_1-mae:6035.69971 [804] validation_0-mae:4775.83203 validation_1-mae:6034.59717 [805] validation_0-mae:4773.57422 validation_1-mae:6034.50684 [806] validation_0-mae:4771.80615 validation_1-mae:6033.66699 [807] validation_0-mae:4771.12500 validation_1-mae:6033.65234 [808] validation_0-mae:4770.91797 validation_1-mae:6033.43066 [809] validation_0-mae:4768.81641 validation_1-mae:6033.89209 [810] validation_0-mae:4767.15625 validation_1-mae:6034.04248 [811] validation_0-mae:4765.62061 validation_1-mae:6034.51416 [812] validation_0-mae:4764.28027 validation_1-mae:6034.21094 [813] validation_0-mae:4763.70947 validation_1-mae:6034.41113 [814] validation_0-mae:4762.00879 validation_1-mae:6034.06689 [815] validation_0-mae:4761.18555 validation_1-mae:6033.90674 [816] validation_0-mae:4761.11133 validation_1-mae:6033.85303 [817] validation_0-mae:4760.55078 validation_1-mae:6033.77783 [818] validation_0-mae:4760.05371 validation_1-mae:6033.82812 [819] validation_0-mae:4759.91455 validation_1-mae:6033.95703 [820] validation_0-mae:4759.26416 validation_1-mae:6033.72363 [821] validation_0-mae:4758.17383 validation_1-mae:6034.06006 [822] validation_0-mae:4756.92188 validation_1-mae:6033.73145 [823] validation_0-mae:4755.25586 validation_1-mae:6033.83105 [824] validation_0-mae:4752.98047 validation_1-mae:6033.19238 [825] validation_0-mae:4751.19824 validation_1-mae:6032.41846 [826] validation_0-mae:4749.49756 validation_1-mae:6031.45996 [827] validation_0-mae:4747.54736 validation_1-mae:6031.33301 [828] validation_0-mae:4745.74902 validation_1-mae:6031.42139 [829] validation_0-mae:4744.68652 validation_1-mae:6031.14355 [830] validation_0-mae:4743.89258 validation_1-mae:6031.86572 [831] validation_0-mae:4742.35498 validation_1-mae:6032.25977 [832] validation_0-mae:4740.69482 validation_1-mae:6031.05811 [833] validation_0-mae:4739.64453 validation_1-mae:6030.75293 [834] validation_0-mae:4738.81885 validation_1-mae:6030.57080 [835] validation_0-mae:4738.03564 validation_1-mae:6030.99414 [836] validation_0-mae:4736.95508 validation_1-mae:6030.78027 [837] validation_0-mae:4735.59766 validation_1-mae:6030.93164 [838] validation_0-mae:4734.21973 validation_1-mae:6030.74561 [839] validation_0-mae:4733.33984 validation_1-mae:6030.65869 [840] validation_0-mae:4732.34717 validation_1-mae:6030.93945 [841] validation_0-mae:4731.08203 validation_1-mae:6030.66748 [842] validation_0-mae:4729.79199 validation_1-mae:6030.44629 [843] validation_0-mae:4728.53467 validation_1-mae:6030.54150 [844] validation_0-mae:4726.84717 validation_1-mae:6030.01562 [845] validation_0-mae:4726.35156 validation_1-mae:6030.17627 [846] validation_0-mae:4725.39014 validation_1-mae:6029.87988 [847] validation_0-mae:4724.60889 validation_1-mae:6029.85254 [848] validation_0-mae:4723.44873 validation_1-mae:6029.96728 [849] validation_0-mae:4722.60107 validation_1-mae:6030.42041 [850] validation_0-mae:4721.88037 validation_1-mae:6030.27148 [851] validation_0-mae:4721.70068 validation_1-mae:6030.32275 [852] validation_0-mae:4721.53906 validation_1-mae:6030.42920 [853] validation_0-mae:4719.99170 validation_1-mae:6030.79785 [854] validation_0-mae:4717.78125 validation_1-mae:6030.77393 [855] validation_0-mae:4715.85498 validation_1-mae:6030.83301 [856] validation_0-mae:4714.32324 validation_1-mae:6030.56152 [857] validation_0-mae:4712.33057 validation_1-mae:6030.53809 [858] validation_0-mae:4710.88184 validation_1-mae:6030.56836 [859] validation_0-mae:4709.00195 validation_1-mae:6029.87402 [860] validation_0-mae:4705.96680 validation_1-mae:6027.34717 [861] validation_0-mae:4704.75000 validation_1-mae:6026.67285 [862] validation_0-mae:4702.97559 validation_1-mae:6026.64648 [863] validation_0-mae:4701.60742 validation_1-mae:6026.02930 [864] validation_0-mae:4700.93652 validation_1-mae:6025.11328 [865] validation_0-mae:4699.41504 validation_1-mae:6024.45752 [866] validation_0-mae:4698.25147 validation_1-mae:6024.38086 [867] validation_0-mae:4696.88867 validation_1-mae:6024.11572 [868] validation_0-mae:4695.62793 validation_1-mae:6023.86719 [869] validation_0-mae:4693.92383 validation_1-mae:6023.84668 [870] validation_0-mae:4692.64062 validation_1-mae:6023.47412 [871] validation_0-mae:4691.40381 validation_1-mae:6023.19922 [872] validation_0-mae:4689.91309 validation_1-mae:6023.44531 [873] validation_0-mae:4688.40234 validation_1-mae:6023.49609 [874] validation_0-mae:4685.84326 validation_1-mae:6022.38672 [875] validation_0-mae:4684.68897 validation_1-mae:6021.95996 [876] validation_0-mae:4684.02783 validation_1-mae:6022.14990 [877] validation_0-mae:4683.93066 validation_1-mae:6022.16992 [878] validation_0-mae:4683.57861 validation_1-mae:6022.15137 [879] validation_0-mae:4682.58252 validation_1-mae:6022.25879 [880] validation_0-mae:4680.77978 validation_1-mae:6021.87353 [881] validation_0-mae:4678.03467 validation_1-mae:6020.50000 [882] validation_0-mae:4675.86279 validation_1-mae:6019.57861 [883] validation_0-mae:4674.37598 validation_1-mae:6019.68262 [884] validation_0-mae:4672.79932 validation_1-mae:6018.70508 [885] validation_0-mae:4671.75147 validation_1-mae:6018.97607 [886] validation_0-mae:4670.08105 validation_1-mae:6018.21826 [887] validation_0-mae:4668.80469 validation_1-mae:6017.92529 [888] validation_0-mae:4666.77734 validation_1-mae:6018.05664 [889] validation_0-mae:4664.65381 validation_1-mae:6017.81152 [890] validation_0-mae:4662.81152 validation_1-mae:6017.90967 [891] validation_0-mae:4661.03516 validation_1-mae:6017.84912 [892] validation_0-mae:4659.34570 validation_1-mae:6017.65674 [893] validation_0-mae:4658.83154 validation_1-mae:6017.80127 [894] validation_0-mae:4657.90625 validation_1-mae:6017.46631 [895] validation_0-mae:4656.90576 validation_1-mae:6017.32324 [896] validation_0-mae:4655.82324 validation_1-mae:6017.09522 [897] validation_0-mae:4654.02783 validation_1-mae:6016.63330 [898] validation_0-mae:4653.06397 validation_1-mae:6016.53174 [899] validation_0-mae:4650.75684 validation_1-mae:6015.89990 [900] validation_0-mae:4649.08008 validation_1-mae:6015.64697 [901] validation_0-mae:4647.55713 validation_1-mae:6015.95117 [902] validation_0-mae:4645.54443 validation_1-mae:6016.18408 [903] validation_0-mae:4644.38086 validation_1-mae:6016.03418 [904] validation_0-mae:4643.27686 validation_1-mae:6016.02100 [905] validation_0-mae:4642.70361 validation_1-mae:6016.08838 [906] validation_0-mae:4641.49561 validation_1-mae:6016.09473 [907] validation_0-mae:4639.82324 validation_1-mae:6016.44482 [908] validation_0-mae:4638.39990 validation_1-mae:6016.75049 [909] validation_0-mae:4637.05078 validation_1-mae:6016.48438 [910] validation_0-mae:4636.60059 validation_1-mae:6016.74121 [911] validation_0-mae:4635.13916 validation_1-mae:6016.27441 [912] validation_0-mae:4634.77148 validation_1-mae:6016.34961 [913] validation_0-mae:4634.22656 validation_1-mae:6016.58691 [914] validation_0-mae:4633.55957 validation_1-mae:6016.96533 [915] validation_0-mae:4632.83496 validation_1-mae:6017.05127 [916] validation_0-mae:4631.26611 validation_1-mae:6016.55273 [917] validation_0-mae:4629.54102 validation_1-mae:6016.21631 [918] validation_0-mae:4628.54834 validation_1-mae:6015.85986 [919] validation_0-mae:4626.88135 validation_1-mae:6015.57373 [920] validation_0-mae:4626.10205 validation_1-mae:6015.52344 [921] validation_0-mae:4624.47754 validation_1-mae:6015.41992 [922] validation_0-mae:4622.87695 validation_1-mae:6015.20166 [923] validation_0-mae:4621.04297 validation_1-mae:6014.88037 [924] validation_0-mae:4619.61182 validation_1-mae:6014.95557 [925] validation_0-mae:4618.03711 validation_1-mae:6014.99658 [926] validation_0-mae:4615.99512 validation_1-mae:6014.08643 [927] validation_0-mae:4615.09912 validation_1-mae:6013.85889 [928] validation_0-mae:4613.68018 validation_1-mae:6013.55225 [929] validation_0-mae:4612.40283 validation_1-mae:6013.82666 [930] validation_0-mae:4611.48438 validation_1-mae:6014.22314 [931] validation_0-mae:4610.47266 validation_1-mae:6013.69727 [932] validation_0-mae:4609.37598 validation_1-mae:6013.36084 [933] validation_0-mae:4609.13770 validation_1-mae:6013.43848 [934] validation_0-mae:4608.58936 validation_1-mae:6013.41748 [935] validation_0-mae:4607.39600 validation_1-mae:6013.70215 [936] validation_0-mae:4605.93066 validation_1-mae:6013.88379 [937] validation_0-mae:4605.40527 validation_1-mae:6013.77100 [938] validation_0-mae:4604.16943 validation_1-mae:6013.32080 [939] validation_0-mae:4602.47998 validation_1-mae:6013.58984 [940] validation_0-mae:4602.42334 validation_1-mae:6013.62598 [941] validation_0-mae:4601.32959 validation_1-mae:6013.48779 [942] validation_0-mae:4600.22070 validation_1-mae:6012.98389 [943] validation_0-mae:4599.98975 validation_1-mae:6012.83545 [944] validation_0-mae:4598.06982 validation_1-mae:6012.33887 [945] validation_0-mae:4597.33203 validation_1-mae:6012.64941 [946] validation_0-mae:4596.44189 validation_1-mae:6012.57227 [947] validation_0-mae:4594.37744 validation_1-mae:6013.33350 [948] validation_0-mae:4594.21728 validation_1-mae:6013.29150 [949] validation_0-mae:4592.62256 validation_1-mae:6013.29297 [950] validation_0-mae:4591.12842 validation_1-mae:6013.14990 [951] validation_0-mae:4591.09424 validation_1-mae:6013.15332 [952] validation_0-mae:4591.00586 validation_1-mae:6013.23242 [953] validation_0-mae:4589.40234 validation_1-mae:6013.79688 [954] validation_0-mae:4588.98584 validation_1-mae:6014.20166 [955] validation_0-mae:4586.58789 validation_1-mae:6013.33350 [956] validation_0-mae:4586.29785 validation_1-mae:6013.41309 [957] validation_0-mae:4585.81299 validation_1-mae:6013.65576 [958] validation_0-mae:4585.47510 validation_1-mae:6013.68799 [959] validation_0-mae:4584.70312 validation_1-mae:6013.09424 [960] validation_0-mae:4583.89404 validation_1-mae:6013.14795 [961] validation_0-mae:4582.80566 validation_1-mae:6013.22949 [962] validation_0-mae:4582.02344 validation_1-mae:6012.96680 [963] validation_0-mae:4580.19873 validation_1-mae:6012.91260 [964] validation_0-mae:4578.70410 validation_1-mae:6012.64893 [965] validation_0-mae:4577.35400 validation_1-mae:6012.54541 [966] validation_0-mae:4575.60156 validation_1-mae:6012.60791 [967] validation_0-mae:4573.70703 validation_1-mae:6012.26074 [968] validation_0-mae:4572.66309 validation_1-mae:6012.53516 [969] validation_0-mae:4571.31885 validation_1-mae:6012.94824 [970] validation_0-mae:4570.35547 validation_1-mae:6012.86621 [971] validation_0-mae:4569.04736 validation_1-mae:6012.15234 [972] validation_0-mae:4567.90820 validation_1-mae:6011.76465 [973] validation_0-mae:4566.84619 validation_1-mae:6011.37695 [974] validation_0-mae:4566.18555 validation_1-mae:6011.46680 [975] validation_0-mae:4565.41504 validation_1-mae:6011.36865 [976] validation_0-mae:4564.10791 validation_1-mae:6011.61377 [977] validation_0-mae:4563.33691 validation_1-mae:6011.37793 [978] validation_0-mae:4562.36963 validation_1-mae:6011.22900 [979] validation_0-mae:4560.70459 validation_1-mae:6011.20410 [980] validation_0-mae:4559.37158 validation_1-mae:6011.62158 [981] validation_0-mae:4558.03857 validation_1-mae:6011.35400 [982] validation_0-mae:4556.97168 validation_1-mae:6011.01855 [983] validation_0-mae:4556.86621 validation_1-mae:6011.03027 [984] validation_0-mae:4555.97900 validation_1-mae:6010.78369 [985] validation_0-mae:4554.53857 validation_1-mae:6010.63574 [986] validation_0-mae:4552.98291 validation_1-mae:6010.48584 [987] validation_0-mae:4552.39502 validation_1-mae:6010.69434 [988] validation_0-mae:4551.51855 validation_1-mae:6010.38379 [989] validation_0-mae:4551.25391 validation_1-mae:6010.53027 [990] validation_0-mae:4550.05322 validation_1-mae:6010.79639 [991] validation_0-mae:4548.65137 validation_1-mae:6010.52588 [992] validation_0-mae:4547.35400 validation_1-mae:6010.48877 [993] validation_0-mae:4546.18115 validation_1-mae:6010.70850 [994] validation_0-mae:4543.39697 validation_1-mae:6011.35449 [995] validation_0-mae:4542.27930 validation_1-mae:6010.84375 [996] validation_0-mae:4540.32373 validation_1-mae:6010.89453 [997] validation_0-mae:4539.32422 validation_1-mae:6011.07764 [998] validation_0-mae:4538.48730 validation_1-mae:6010.76709 [999] validation_0-mae:4536.60303 validation_1-mae:6009.99316 [1000] validation_0-mae:4536.02637 validation_1-mae:6009.83252 [1001] validation_0-mae:4535.38379 validation_1-mae:6009.81787 [1002] validation_0-mae:4534.18994 validation_1-mae:6009.41260 [1003] validation_0-mae:4532.87012 validation_1-mae:6009.43652 [1004] validation_0-mae:4532.18994 validation_1-mae:6009.72168 [1005] validation_0-mae:4530.66992 validation_1-mae:6009.59814 [1006] validation_0-mae:4529.82715 validation_1-mae:6009.28857 [1007] validation_0-mae:4528.57080 validation_1-mae:6008.54199 [1008] validation_0-mae:4527.67383 validation_1-mae:6008.16650 [1009] validation_0-mae:4526.85791 validation_1-mae:6008.49805 [1010] validation_0-mae:4525.63428 validation_1-mae:6007.68652 [1011] validation_0-mae:4524.50488 validation_1-mae:6007.88379 [1012] validation_0-mae:4523.96338 validation_1-mae:6007.91602 [1013] validation_0-mae:4522.90039 validation_1-mae:6008.64258 [1014] validation_0-mae:4522.26172 validation_1-mae:6008.90723 [1015] validation_0-mae:4521.03662 validation_1-mae:6008.60791 [1016] validation_0-mae:4519.41455 validation_1-mae:6008.21973 [1017] validation_0-mae:4517.85303 validation_1-mae:6008.46094 [1018] validation_0-mae:4516.39062 validation_1-mae:6008.22022 [1019] validation_0-mae:4515.01611 validation_1-mae:6008.91699 [1020] validation_0-mae:4513.95801 validation_1-mae:6009.16650 [1021] validation_0-mae:4512.09033 validation_1-mae:6009.20508 [1022] validation_0-mae:4511.12695 validation_1-mae:6009.23438 [1023] validation_0-mae:4509.17236 validation_1-mae:6009.54590 [1024] validation_0-mae:4507.53467 validation_1-mae:6009.66846 [1025] validation_0-mae:4506.64355 validation_1-mae:6009.06885 [1026] validation_0-mae:4505.67578 validation_1-mae:6008.99023 [1027] validation_0-mae:4503.37402 validation_1-mae:6008.76221 [1028] validation_0-mae:4502.65527 validation_1-mae:6008.77539 [1029] validation_0-mae:4502.11475 validation_1-mae:6008.85645 [1030] validation_0-mae:4501.32324 validation_1-mae:6009.16650 [1031] validation_0-mae:4500.66943 validation_1-mae:6009.30029 [1032] validation_0-mae:4499.52832 validation_1-mae:6008.50391 [1033] validation_0-mae:4497.76660 validation_1-mae:6007.64307 [1034] validation_0-mae:4497.13916 validation_1-mae:6007.97412 [1035] validation_0-mae:4495.80859 validation_1-mae:6008.27051 [1036] validation_0-mae:4494.15381 validation_1-mae:6008.47998 [1037] validation_0-mae:4492.89307 validation_1-mae:6008.93701 [1038] validation_0-mae:4490.81885 validation_1-mae:6008.61719 [1039] validation_0-mae:4489.21143 validation_1-mae:6009.08301 [1040] validation_0-mae:4487.73535 validation_1-mae:6009.08984 [1041] validation_0-mae:4486.89355 validation_1-mae:6008.89014 [1042] validation_0-mae:4486.10059 validation_1-mae:6009.05078 [1043] validation_0-mae:4485.47949 validation_1-mae:6009.38135 [1044] validation_0-mae:4484.83936 validation_1-mae:6009.79834 [1045] validation_0-mae:4483.91309 validation_1-mae:6009.53613 [1046] validation_0-mae:4482.83545 validation_1-mae:6009.46289 [1047] validation_0-mae:4481.86279 validation_1-mae:6008.76172 [1048] validation_0-mae:4481.42627 validation_1-mae:6008.79688 [1049] validation_0-mae:4480.15869 validation_1-mae:6008.91113 [1050] validation_0-mae:4478.86084 validation_1-mae:6008.93555 [1051] validation_0-mae:4476.65430 validation_1-mae:6009.47022 [1052] validation_0-mae:4475.14258 validation_1-mae:6009.26318 [1053] validation_0-mae:4473.79785 validation_1-mae:6009.53662 [1054] validation_0-mae:4472.42139 validation_1-mae:6009.43262 [1055] validation_0-mae:4470.18848 validation_1-mae:6008.56299 [1056] validation_0-mae:4468.67676 validation_1-mae:6008.20312 [1057] validation_0-mae:4467.71875 validation_1-mae:6008.34863 [1058] validation_0-mae:4466.78320 validation_1-mae:6008.40137 [1059] validation_0-mae:4464.96924 validation_1-mae:6009.04736 [1060] validation_0-mae:4463.88574 validation_1-mae:6009.17334 [1061] validation_0-mae:4462.91455 validation_1-mae:6009.27148 [1062] validation_0-mae:4462.11426 validation_1-mae:6009.01807 [1063] validation_0-mae:4461.35645 validation_1-mae:6008.97070 [1064] validation_0-mae:4460.56494 validation_1-mae:6009.28076 [1065] validation_0-mae:4459.58691 validation_1-mae:6009.29102 [1066] validation_0-mae:4458.26611 validation_1-mae:6010.00635 [1067] validation_0-mae:4457.10254 validation_1-mae:6010.51709 [1068] validation_0-mae:4455.89111 validation_1-mae:6010.58691 [1069] validation_0-mae:4454.95166 validation_1-mae:6010.84228 [1070] validation_0-mae:4453.76465 validation_1-mae:6010.00635 [1071] validation_0-mae:4452.93897 validation_1-mae:6009.97900 [1072] validation_0-mae:4451.59961 validation_1-mae:6009.27100 [1073] validation_0-mae:4450.48926 validation_1-mae:6009.38916 [1074] validation_0-mae:4449.66357 validation_1-mae:6009.31055 [1075] validation_0-mae:4448.29248 validation_1-mae:6009.35498 [1076] validation_0-mae:4446.50781 validation_1-mae:6010.20703 [1077] validation_0-mae:4445.24707 validation_1-mae:6010.18506 [1078] validation_0-mae:4444.39062 validation_1-mae:6010.41797 [1079] validation_0-mae:4443.36230 validation_1-mae:6010.17139 [1080] validation_0-mae:4442.53125 validation_1-mae:6010.17334 [1081] validation_0-mae:4440.86426 validation_1-mae:6009.74951 [1082] validation_0-mae:4440.13379 validation_1-mae:6010.02441 [1083] validation_0-mae:4439.35547 validation_1-mae:6010.05859 [1084] validation_0-mae:4437.82422 validation_1-mae:6010.25684 [1085] validation_0-mae:4436.99268 validation_1-mae:6010.19531 [1086] validation_0-mae:4436.01270 validation_1-mae:6010.34912 [1087] validation_0-mae:4434.98242 validation_1-mae:6010.56299 [1088] validation_0-mae:4434.91943 validation_1-mae:6010.67334 [1089] validation_0-mae:4433.54492 validation_1-mae:6010.35156 [1090] validation_0-mae:4432.70166 validation_1-mae:6010.50879 [1091] validation_0-mae:4432.35303 validation_1-mae:6010.77246 [1092] validation_0-mae:4431.60156 validation_1-mae:6010.64258 [1093] validation_0-mae:4430.52930 validation_1-mae:6010.38037 [1094] validation_0-mae:4429.40820 validation_1-mae:6010.55322 [1095] validation_0-mae:4428.75244 validation_1-mae:6010.34082 [1096] validation_0-mae:4427.82080 validation_1-mae:6010.74023 [1097] validation_0-mae:4427.13184 validation_1-mae:6010.59717 [1098] validation_0-mae:4426.41846 validation_1-mae:6010.43506 [1099] validation_0-mae:4425.43213 validation_1-mae:6010.57178 [1100] validation_0-mae:4423.99853 validation_1-mae:6010.52734 [1101] validation_0-mae:4423.21338 validation_1-mae:6010.13916 [1102] validation_0-mae:4421.78662 validation_1-mae:6010.87793 [1103] validation_0-mae:4419.26611 validation_1-mae:6009.42432 [1104] validation_0-mae:4417.97363 validation_1-mae:6009.03467 [1105] validation_0-mae:4416.90576 validation_1-mae:6008.90723 [1106] validation_0-mae:4415.25488 validation_1-mae:6008.65088 [1107] validation_0-mae:4413.77734 validation_1-mae:6009.07324 [1108] validation_0-mae:4413.15283 validation_1-mae:6009.21728 [1109] validation_0-mae:4412.68164 validation_1-mae:6009.61963 [1110] validation_0-mae:4411.34375 validation_1-mae:6009.07324 [1111] validation_0-mae:4410.27588 validation_1-mae:6008.82422 [1112] validation_0-mae:4409.41309 validation_1-mae:6009.11377 [1113] validation_0-mae:4408.59863 validation_1-mae:6008.93164 [1114] validation_0-mae:4407.71191 validation_1-mae:6008.96533 [1115] validation_0-mae:4406.77539 validation_1-mae:6008.73926 [1116] validation_0-mae:4405.93213 validation_1-mae:6009.42188 [1117] validation_0-mae:4405.14111 validation_1-mae:6008.86035 [1118] validation_0-mae:4404.31738 validation_1-mae:6009.40283 [1119] validation_0-mae:4403.71728 validation_1-mae:6009.40381 [1120] validation_0-mae:4403.05322 validation_1-mae:6009.35791 [1121] validation_0-mae:4402.23975 validation_1-mae:6009.74365 [1122] validation_0-mae:4401.59375 validation_1-mae:6009.96240 [1123] validation_0-mae:4401.34814 validation_1-mae:6010.08887 [1124] validation_0-mae:4400.48828 validation_1-mae:6010.13525 [1125] validation_0-mae:4399.73730 validation_1-mae:6010.18701 [1126] validation_0-mae:4399.42383 validation_1-mae:6010.37842 [1127] validation_0-mae:4399.29346 validation_1-mae:6010.31201 [1128] validation_0-mae:4398.65430 validation_1-mae:6010.54883 [1129] validation_0-mae:4398.56348 validation_1-mae:6010.62158 [1130] validation_0-mae:4397.85400 validation_1-mae:6010.63135 [1131] validation_0-mae:4397.38574 validation_1-mae:6010.56982 [1132] validation_0-mae:4396.87305 validation_1-mae:6010.86133 [1133] validation_0-mae:4396.35889 validation_1-mae:6010.97949 [1134] validation_0-mae:4395.51562 validation_1-mae:6010.69385 [1135] validation_0-mae:4394.64502 validation_1-mae:6010.84522 [1136] validation_0-mae:4393.49902 validation_1-mae:6010.33984 [1137] validation_0-mae:4392.88721 validation_1-mae:6010.24853 [1138] validation_0-mae:4391.98730 validation_1-mae:6009.79785 [1139] validation_0-mae:4390.70850 validation_1-mae:6009.65820 [1140] validation_0-mae:4390.02441 validation_1-mae:6009.28955 [1141] validation_0-mae:4389.01270 validation_1-mae:6009.76904 [1142] validation_0-mae:4387.17676 validation_1-mae:6009.56348 [1143] validation_0-mae:4385.89941 validation_1-mae:6009.28516 [1144] validation_0-mae:4384.59082 validation_1-mae:6009.50293 [1145] validation_0-mae:4383.75684 validation_1-mae:6009.06836 [1146] validation_0-mae:4383.15137 validation_1-mae:6009.17578 [1147] validation_0-mae:4383.11279 validation_1-mae:6009.20215 [1148] validation_0-mae:4382.33496 validation_1-mae:6009.28760 [1149] validation_0-mae:4381.46826 validation_1-mae:6009.38086 [1150] validation_0-mae:4379.77783 validation_1-mae:6009.74658 [1151] validation_0-mae:4379.00732 validation_1-mae:6009.43701 [1152] validation_0-mae:4378.26758 validation_1-mae:6008.99365 [1153] validation_0-mae:4376.85889 validation_1-mae:6008.87305 [1154] validation_0-mae:4375.53711 validation_1-mae:6009.44873 [1155] validation_0-mae:4374.12744 validation_1-mae:6010.14209 [1156] validation_0-mae:4373.29932 validation_1-mae:6010.59277 [1157] validation_0-mae:4372.21240 validation_1-mae:6011.55127 [1158] validation_0-mae:4371.11279 validation_1-mae:6011.35010 [1159] validation_0-mae:4370.52881 validation_1-mae:6011.70557 [1160] validation_0-mae:4369.03320 validation_1-mae:6011.59522 [1161] validation_0-mae:4367.64062 validation_1-mae:6011.85400 [1162] validation_0-mae:4366.62256 validation_1-mae:6011.46875 [1163] validation_0-mae:4365.52148 validation_1-mae:6011.35742 [1164] validation_0-mae:4364.42139 validation_1-mae:6011.53857 [1165] validation_0-mae:4363.59131 validation_1-mae:6011.54150 [1166] validation_0-mae:4362.77295 validation_1-mae:6011.00879 [1167] validation_0-mae:4361.91992 validation_1-mae:6011.13721 [1168] validation_0-mae:4360.66748 validation_1-mae:6011.08691 [1169] validation_0-mae:4359.59766 validation_1-mae:6011.02978 [1170] validation_0-mae:4358.73096 validation_1-mae:6010.92773 [1171] validation_0-mae:4357.17383 validation_1-mae:6011.02539 [1172] validation_0-mae:4356.54785 validation_1-mae:6011.19482 [1173] validation_0-mae:4356.03711 validation_1-mae:6011.19238 [1174] validation_0-mae:4354.99561 validation_1-mae:6011.15381 [1175] validation_0-mae:4354.61230 validation_1-mae:6011.14307 [1176] validation_0-mae:4354.49268 validation_1-mae:6011.24219 [1177] validation_0-mae:4354.43066 validation_1-mae:6011.29443 [1178] validation_0-mae:4353.78125 validation_1-mae:6011.39355 [1179] validation_0-mae:4353.13184 validation_1-mae:6011.52441 [1180] validation_0-mae:4352.38330 validation_1-mae:6011.71143 [1181] validation_0-mae:4351.70117 validation_1-mae:6011.59961 [1182] validation_0-mae:4350.78809 validation_1-mae:6011.68457 [1183] validation_0-mae:4350.13086 validation_1-mae:6011.82373 [1184] validation_0-mae:4348.83154 validation_1-mae:6011.76904 [1185] validation_0-mae:4347.35205 validation_1-mae:6011.90723 [1186] validation_0-mae:4346.03564 validation_1-mae:6011.47607 [1187] validation_0-mae:4344.47363 validation_1-mae:6011.39453 [1188] validation_0-mae:4342.83203 validation_1-mae:6011.11230 [1189] validation_0-mae:4341.42432 validation_1-mae:6010.83691 [1190] validation_0-mae:4340.23096 validation_1-mae:6010.87695 [1191] validation_0-mae:4338.94482 validation_1-mae:6011.05078 [1192] validation_0-mae:4337.09228 validation_1-mae:6011.23633 [1193] validation_0-mae:4335.75000 validation_1-mae:6010.99512 [1194] validation_0-mae:4334.38623 validation_1-mae:6010.79980 [1195] validation_0-mae:4332.27686 validation_1-mae:6010.83643 [1196] validation_0-mae:4331.39453 validation_1-mae:6010.59863 [1197] validation_0-mae:4329.65478 validation_1-mae:6010.56738 [1198] validation_0-mae:4327.68066 validation_1-mae:6010.70459 [1199] validation_0-mae:4326.81006 validation_1-mae:6009.93018 [1200] validation_0-mae:4325.13428 validation_1-mae:6009.29004 [1201] validation_0-mae:4324.15186 validation_1-mae:6009.19727 [1202] validation_0-mae:4323.46582 validation_1-mae:6009.26270 [1203] validation_0-mae:4321.98193 validation_1-mae:6009.46289 [1204] validation_0-mae:4320.66748 validation_1-mae:6009.71631 [1205] validation_0-mae:4319.73730 validation_1-mae:6009.84082 [1206] validation_0-mae:4318.42139 validation_1-mae:6009.79492 [1207] validation_0-mae:4317.33838 validation_1-mae:6009.92188 [1208] validation_0-mae:4316.26855 validation_1-mae:6009.77490 [1209] validation_0-mae:4315.38330 validation_1-mae:6009.79150 [1210] validation_0-mae:4314.65967 validation_1-mae:6009.58984 [1211] validation_0-mae:4313.75147 validation_1-mae:6009.28369 [1212] validation_0-mae:4312.79443 validation_1-mae:6009.44580 [1213] validation_0-mae:4311.60742 validation_1-mae:6009.45508 [1214] validation_0-mae:4310.77197 validation_1-mae:6009.28418 [1215] validation_0-mae:4309.87061 validation_1-mae:6009.03711 [1216] validation_0-mae:4308.92578 validation_1-mae:6009.10596 [1217] validation_0-mae:4307.26660 validation_1-mae:6008.68603 [1218] validation_0-mae:4306.46728 validation_1-mae:6008.52637 [1219] validation_0-mae:4305.53125 validation_1-mae:6008.01367 [1220] validation_0-mae:4304.26807 validation_1-mae:6008.06885 [1221] validation_0-mae:4301.98242 validation_1-mae:6007.22510 [1222] validation_0-mae:4301.27686 validation_1-mae:6007.25342 [1223] validation_0-mae:4300.13184 validation_1-mae:6007.10449 [1224] validation_0-mae:4299.44824 validation_1-mae:6007.31250 [1225] validation_0-mae:4298.48096 validation_1-mae:6007.42725 [1226] validation_0-mae:4296.84619 validation_1-mae:6007.53906 [1227] validation_0-mae:4296.06103 validation_1-mae:6008.01318 [1228] validation_0-mae:4294.16406 validation_1-mae:6007.71582 [1229] validation_0-mae:4292.74170 validation_1-mae:6007.09619 [1230] validation_0-mae:4292.15186 validation_1-mae:6006.87549 [1231] validation_0-mae:4290.47266 validation_1-mae:6006.43750 [1232] validation_0-mae:4289.47998 validation_1-mae:6006.44141 [1233] validation_0-mae:4287.87647 validation_1-mae:6006.88086 [1234] validation_0-mae:4286.68408 validation_1-mae:6006.61377 [1235] validation_0-mae:4285.76465 validation_1-mae:6006.40772 [1236] validation_0-mae:4284.93018 validation_1-mae:6006.32031 [1237] validation_0-mae:4283.49853 validation_1-mae:6006.12598 [1238] validation_0-mae:4282.89209 validation_1-mae:6006.12988 [1239] validation_0-mae:4281.82910 validation_1-mae:6006.47461 [1240] validation_0-mae:4281.45020 validation_1-mae:6006.34228 [1241] validation_0-mae:4280.97363 validation_1-mae:6006.39746 [1242] validation_0-mae:4280.24268 validation_1-mae:6006.31299 [1243] validation_0-mae:4279.69531 validation_1-mae:6006.54248 [1244] validation_0-mae:4279.05322 validation_1-mae:6006.72070 [1245] validation_0-mae:4278.10986 validation_1-mae:6006.49658 [1246] validation_0-mae:4277.82324 validation_1-mae:6006.52490 [1247] validation_0-mae:4277.15772 validation_1-mae:6006.26514 [1248] validation_0-mae:4277.12793 validation_1-mae:6006.30713 [1249] validation_0-mae:4275.88623 validation_1-mae:6006.27637 [1250] validation_0-mae:4275.85205 validation_1-mae:6006.29834 [1251] validation_0-mae:4274.89551 validation_1-mae:6005.96582 [1252] validation_0-mae:4273.83545 validation_1-mae:6005.92090 [1253] validation_0-mae:4273.14111 validation_1-mae:6005.65869 [1254] validation_0-mae:4272.37158 validation_1-mae:6005.57080 [1255] validation_0-mae:4271.56836 validation_1-mae:6005.27393 [1256] validation_0-mae:4269.95459 validation_1-mae:6005.23730 [1257] validation_0-mae:4268.67822 validation_1-mae:6005.24561 [1258] validation_0-mae:4267.61084 validation_1-mae:6005.54688 [1259] validation_0-mae:4266.48730 validation_1-mae:6005.17969 [1260] validation_0-mae:4266.38232 validation_1-mae:6005.21436 [1261] validation_0-mae:4266.10156 validation_1-mae:6005.07812 [1262] validation_0-mae:4264.80518 validation_1-mae:6005.18262 [1263] validation_0-mae:4263.83203 validation_1-mae:6005.58643 [1264] validation_0-mae:4262.92871 validation_1-mae:6005.74805 [1265] validation_0-mae:4260.93408 validation_1-mae:6005.59326 [1266] validation_0-mae:4259.33154 validation_1-mae:6005.26025 [1267] validation_0-mae:4257.73975 validation_1-mae:6004.89014 [1268] validation_0-mae:4257.03174 validation_1-mae:6005.02490 [1269] validation_0-mae:4255.28076 validation_1-mae:6004.60107 [1270] validation_0-mae:4253.21777 validation_1-mae:6004.89697 [1271] validation_0-mae:4251.48535 validation_1-mae:6004.88037 [1272] validation_0-mae:4250.26367 validation_1-mae:6004.74268 [1273] validation_0-mae:4249.55127 validation_1-mae:6004.75635 [1274] validation_0-mae:4247.56641 validation_1-mae:6005.16260 [1275] validation_0-mae:4246.12793 validation_1-mae:6004.56641 [1276] validation_0-mae:4245.21387 validation_1-mae:6005.21777 [1277] validation_0-mae:4243.79102 validation_1-mae:6005.20898 [1278] validation_0-mae:4242.64502 validation_1-mae:6004.94629 [1279] validation_0-mae:4241.69092 validation_1-mae:6005.29932 [1280] validation_0-mae:4241.10840 validation_1-mae:6005.33643 [1281] validation_0-mae:4240.61426 validation_1-mae:6005.44336 [1282] validation_0-mae:4238.87012 validation_1-mae:6004.99365 [1283] validation_0-mae:4237.85107 validation_1-mae:6005.16553 [1284] validation_0-mae:4237.15039 validation_1-mae:6005.60889 [1285] validation_0-mae:4235.66699 validation_1-mae:6005.48438 [1286] validation_0-mae:4234.44043 validation_1-mae:6005.22266 [1287] validation_0-mae:4233.10107 validation_1-mae:6004.88916 [1288] validation_0-mae:4231.76904 validation_1-mae:6005.25342 [1289] validation_0-mae:4230.93457 validation_1-mae:6005.10059 [1290] validation_0-mae:4230.04688 validation_1-mae:6004.85156 [1291] validation_0-mae:4228.87305 validation_1-mae:6004.70508 [1292] validation_0-mae:4227.46826 validation_1-mae:6004.24609 [1293] validation_0-mae:4226.12744 validation_1-mae:6003.80273 [1294] validation_0-mae:4224.45020 validation_1-mae:6003.29199 [1295] validation_0-mae:4223.05664 validation_1-mae:6002.95020 [1296] validation_0-mae:4221.49756 validation_1-mae:6003.33496 [1297] validation_0-mae:4220.41455 validation_1-mae:6003.27832 [1298] validation_0-mae:4219.01270 validation_1-mae:6002.71875 [1299] validation_0-mae:4218.01758 validation_1-mae:6002.31299 [1300] validation_0-mae:4216.55713 validation_1-mae:6002.23584 [1301] validation_0-mae:4215.67920 validation_1-mae:6002.23633 [1302] validation_0-mae:4214.48193 validation_1-mae:6002.29346 [1303] validation_0-mae:4213.84570 validation_1-mae:6002.22949 [1304] validation_0-mae:4212.93359 validation_1-mae:6002.60254 [1305] validation_0-mae:4211.28760 validation_1-mae:6003.07031 [1306] validation_0-mae:4210.41895 validation_1-mae:6003.20898 [1307] validation_0-mae:4209.64453 validation_1-mae:6003.01660 [1308] validation_0-mae:4209.41553 validation_1-mae:6003.06152 [1309] validation_0-mae:4208.63818 validation_1-mae:6002.78955 [1310] validation_0-mae:4207.65039 validation_1-mae:6003.01465 [1311] validation_0-mae:4206.56641 validation_1-mae:6002.79688 [1312] validation_0-mae:4206.03076 validation_1-mae:6002.89941 [1313] validation_0-mae:4205.02930 validation_1-mae:6002.57031 [1314] validation_0-mae:4204.19775 validation_1-mae:6002.68164 [1315] validation_0-mae:4203.11670 validation_1-mae:6002.41260 [1316] validation_0-mae:4201.59180 validation_1-mae:6002.28027 [1317] validation_0-mae:4200.68359 validation_1-mae:6002.34473 [1318] validation_0-mae:4199.09961 validation_1-mae:6002.53711 [1319] validation_0-mae:4197.87793 validation_1-mae:6001.93555 [1320] validation_0-mae:4197.30566 validation_1-mae:6002.36279 [1321] validation_0-mae:4196.78613 validation_1-mae:6002.38867 [1322] validation_0-mae:4195.80469 validation_1-mae:6002.45557 [1323] validation_0-mae:4195.35059 validation_1-mae:6002.39160 [1324] validation_0-mae:4194.58838 validation_1-mae:6002.52832 [1325] validation_0-mae:4193.22022 validation_1-mae:6002.30371 [1326] validation_0-mae:4192.66943 validation_1-mae:6002.59619 [1327] validation_0-mae:4191.69922 validation_1-mae:6002.15478 [1328] validation_0-mae:4190.89648 validation_1-mae:6002.23340 [1329] validation_0-mae:4190.15772 validation_1-mae:6002.61328 [1330] validation_0-mae:4189.35107 validation_1-mae:6002.40527 [1331] validation_0-mae:4188.67236 validation_1-mae:6002.64990 [1332] validation_0-mae:4187.57227 validation_1-mae:6002.35156 [1333] validation_0-mae:4186.11133 validation_1-mae:6002.08887 [1334] validation_0-mae:4185.40967 validation_1-mae:6002.26465 [1335] validation_0-mae:4183.60547 validation_1-mae:6002.41895 [1336] validation_0-mae:4182.38184 validation_1-mae:6002.58447 [1337] validation_0-mae:4181.51660 validation_1-mae:6002.48535 [1338] validation_0-mae:4180.89062 validation_1-mae:6002.41943 [1339] validation_0-mae:4179.72363 validation_1-mae:6002.12598 [1340] validation_0-mae:4179.03174 validation_1-mae:6001.90332 [1341] validation_0-mae:4177.86621 validation_1-mae:6001.33643 [1342] validation_0-mae:4177.40039 validation_1-mae:6001.18603 [1343] validation_0-mae:4176.93945 validation_1-mae:6001.06787 [1344] validation_0-mae:4176.19092 validation_1-mae:6000.87061 [1345] validation_0-mae:4176.14990 validation_1-mae:6000.94434 [1346] validation_0-mae:4175.93018 validation_1-mae:6001.04443 [1347] validation_0-mae:4175.57227 validation_1-mae:6001.07568 [1348] validation_0-mae:4174.72803 validation_1-mae:6000.96973 [1349] validation_0-mae:4173.37402 validation_1-mae:6000.88281 [1350] validation_0-mae:4171.75879 validation_1-mae:6001.34522 [1351] validation_0-mae:4170.42969 validation_1-mae:6001.48291 [1352] validation_0-mae:4169.83984 validation_1-mae:6001.80957 [1353] validation_0-mae:4169.01074 validation_1-mae:6001.64062 [1354] validation_0-mae:4167.73535 validation_1-mae:6001.65430 [1355] validation_0-mae:4166.59473 validation_1-mae:6001.92627 [1356] validation_0-mae:4165.20996 validation_1-mae:6001.47461 [1357] validation_0-mae:4164.33301 validation_1-mae:6001.21826 [1358] validation_0-mae:4162.84717 validation_1-mae:6001.06836 [1359] validation_0-mae:4161.52295 validation_1-mae:6000.67432 [1360] validation_0-mae:4160.79932 validation_1-mae:6000.76270 [1361] validation_0-mae:4159.52100 validation_1-mae:6000.82422 [1362] validation_0-mae:4158.21777 validation_1-mae:6000.74658 [1363] validation_0-mae:4156.75635 validation_1-mae:6000.70850 [1364] validation_0-mae:4155.32715 validation_1-mae:6000.67676 [1365] validation_0-mae:4154.10645 validation_1-mae:6000.28613 [1366] validation_0-mae:4152.81494 validation_1-mae:6000.79395 [1367] validation_0-mae:4151.86377 validation_1-mae:6000.55859 [1368] validation_0-mae:4151.06689 validation_1-mae:6000.50293 [1369] validation_0-mae:4149.81299 validation_1-mae:6000.21484 [1370] validation_0-mae:4148.83643 validation_1-mae:6000.35254 [1371] validation_0-mae:4147.69775 validation_1-mae:5999.45459 [1372] validation_0-mae:4146.55127 validation_1-mae:5999.23389 [1373] validation_0-mae:4145.85889 validation_1-mae:5999.19189 [1374] validation_0-mae:4144.42383 validation_1-mae:5999.97510 [1375] validation_0-mae:4143.11768 validation_1-mae:5999.77686 [1376] validation_0-mae:4142.04248 validation_1-mae:6000.02441 [1377] validation_0-mae:4141.43018 validation_1-mae:6000.23438 [1378] validation_0-mae:4140.82129 validation_1-mae:6000.38672 [1379] validation_0-mae:4140.17334 validation_1-mae:6000.46875 [1380] validation_0-mae:4139.51660 validation_1-mae:6000.58887 [1381] validation_0-mae:4138.67041 validation_1-mae:6000.80371 [1382] validation_0-mae:4137.78613 validation_1-mae:6001.23779 [1383] validation_0-mae:4137.29395 validation_1-mae:6001.27490 [1384] validation_0-mae:4136.40820 validation_1-mae:6001.19678 [1385] validation_0-mae:4135.88672 validation_1-mae:6001.00098 [1386] validation_0-mae:4134.85791 validation_1-mae:6000.41748 [1387] validation_0-mae:4134.00342 validation_1-mae:5999.98340 [1388] validation_0-mae:4133.53418 validation_1-mae:6000.20312 [1389] validation_0-mae:4132.66357 validation_1-mae:5999.82959 [1390] validation_0-mae:4131.95020 validation_1-mae:5999.99023 [1391] validation_0-mae:4131.27148 validation_1-mae:5999.96973 [1392] validation_0-mae:4129.99121 validation_1-mae:6000.14648 [1393] validation_0-mae:4129.23291 validation_1-mae:6000.30273 [1394] validation_0-mae:4127.83936 validation_1-mae:6000.01758 [1395] validation_0-mae:4127.43506 validation_1-mae:6000.12012 [1396] validation_0-mae:4126.60254 validation_1-mae:6000.63330 [1397] validation_0-mae:4126.32471 validation_1-mae:6000.48535 [1398] validation_0-mae:4125.18457 validation_1-mae:6000.23633 [1399] validation_0-mae:4124.19434 validation_1-mae:6000.41553 [1400] validation_0-mae:4123.77978 validation_1-mae:6000.12891 [1401] validation_0-mae:4122.69482 validation_1-mae:5999.83008 [1402] validation_0-mae:4121.92676 validation_1-mae:6000.30322 [1403] validation_0-mae:4121.08398 validation_1-mae:6000.44922 [1404] validation_0-mae:4120.79248 validation_1-mae:6000.39893 [1405] validation_0-mae:4120.08984 validation_1-mae:6000.27832 [1406] validation_0-mae:4118.61816 validation_1-mae:5999.86768 [1407] validation_0-mae:4117.15576 validation_1-mae:5999.97656 [1408] validation_0-mae:4116.38379 validation_1-mae:5999.68555 [1409] validation_0-mae:4114.17432 validation_1-mae:5999.23535 [1410] validation_0-mae:4113.31738 validation_1-mae:5999.18897 [1411] validation_0-mae:4112.94336 validation_1-mae:5999.19336 [1412] validation_0-mae:4112.54785 validation_1-mae:5999.00879 [1413] validation_0-mae:4111.67920 validation_1-mae:5998.75977 [1414] validation_0-mae:4111.60596 validation_1-mae:5998.75244 [1415] validation_0-mae:4110.42969 validation_1-mae:5998.46826 [1416] validation_0-mae:4109.72803 validation_1-mae:5998.16309 [1417] validation_0-mae:4108.79883 validation_1-mae:5997.96289 [1418] validation_0-mae:4108.15234 validation_1-mae:5998.28857 [1419] validation_0-mae:4107.02197 validation_1-mae:5998.33350 [1420] validation_0-mae:4106.01270 validation_1-mae:5998.63770 [1421] validation_0-mae:4105.54932 validation_1-mae:5998.76660 [1422] validation_0-mae:4104.11572 validation_1-mae:5998.88623 [1423] validation_0-mae:4103.12744 validation_1-mae:5999.00098 [1424] validation_0-mae:4101.82910 validation_1-mae:5998.75586 [1425] validation_0-mae:4100.08594 validation_1-mae:5999.05273 [1426] validation_0-mae:4099.63184 validation_1-mae:5999.21045 [1427] validation_0-mae:4098.13379 validation_1-mae:5999.57812 [1428] validation_0-mae:4096.78125 validation_1-mae:5999.44336 [1429] validation_0-mae:4095.61108 validation_1-mae:5998.51953 [1430] validation_0-mae:4094.60083 validation_1-mae:5998.05371 [1431] validation_0-mae:4092.91748 validation_1-mae:5997.74268 [1432] validation_0-mae:4091.92017 validation_1-mae:5997.34326 [1433] validation_0-mae:4091.21191 validation_1-mae:5997.73096 [1434] validation_0-mae:4090.50537 validation_1-mae:5997.92139 [1435] validation_0-mae:4089.47852 validation_1-mae:5997.62988 [1436] validation_0-mae:4088.50659 validation_1-mae:5997.39160 [1437] validation_0-mae:4087.71655 validation_1-mae:5997.27930 [1438] validation_0-mae:4086.53638 validation_1-mae:5997.00879 [1439] validation_0-mae:4085.65234 validation_1-mae:5996.69531 [1440] validation_0-mae:4084.56250 validation_1-mae:5996.53955 [1441] validation_0-mae:4083.09399 validation_1-mae:5996.61914 [1442] validation_0-mae:4082.78052 validation_1-mae:5996.69043 [1443] validation_0-mae:4081.66504 validation_1-mae:5996.38330 [1444] validation_0-mae:4080.29468 validation_1-mae:5996.64551 [1445] validation_0-mae:4079.07715 validation_1-mae:5996.79053 [1446] validation_0-mae:4078.16602 validation_1-mae:5996.60986 [1447] validation_0-mae:4077.51099 validation_1-mae:5996.59619 [1448] validation_0-mae:4077.02808 validation_1-mae:5996.68701 [1449] validation_0-mae:4076.22388 validation_1-mae:5996.80420 [1450] validation_0-mae:4075.92188 validation_1-mae:5996.85693 [1451] validation_0-mae:4075.20679 validation_1-mae:5996.88281 [1452] validation_0-mae:4074.50952 validation_1-mae:5996.60645 [1453] validation_0-mae:4073.77246 validation_1-mae:5996.45117 [1454] validation_0-mae:4072.69531 validation_1-mae:5996.38184 [1455] validation_0-mae:4071.39111 validation_1-mae:5995.90820 [1456] validation_0-mae:4070.25635 validation_1-mae:5996.80322 [1457] validation_0-mae:4069.21533 validation_1-mae:5996.74902 [1458] validation_0-mae:4068.97144 validation_1-mae:5996.79004 [1459] validation_0-mae:4068.21606 validation_1-mae:5996.48193 [1460] validation_0-mae:4067.50928 validation_1-mae:5996.88770 [1461] validation_0-mae:4067.49048 validation_1-mae:5996.90820 [1462] validation_0-mae:4067.23047 validation_1-mae:5996.88867 [1463] validation_0-mae:4066.59619 validation_1-mae:5996.71289 [1464] validation_0-mae:4065.75610 validation_1-mae:5996.86523 [1465] validation_0-mae:4065.72412 validation_1-mae:5996.89600 [1466] validation_0-mae:4065.17578 validation_1-mae:5997.27686 [1467] validation_0-mae:4064.31201 validation_1-mae:5996.75977 [1468] validation_0-mae:4063.60083 validation_1-mae:5996.78516 [1469] validation_0-mae:4062.04053 validation_1-mae:5996.76270 [1470] validation_0-mae:4060.82446 validation_1-mae:5997.11768 [1471] validation_0-mae:4060.37476 validation_1-mae:5997.36133 [1472] validation_0-mae:4059.32935 validation_1-mae:5997.11523 [1473] validation_0-mae:4058.04565 validation_1-mae:5996.72461 [1474] validation_0-mae:4056.48462 validation_1-mae:5996.19678 [1475] validation_0-mae:4054.92261 validation_1-mae:5996.35010 [1476] validation_0-mae:4054.31274 validation_1-mae:5996.30078 [1477] validation_0-mae:4053.84082 validation_1-mae:5996.04932 [1478] validation_0-mae:4053.01196 validation_1-mae:5995.79004 [1479] validation_0-mae:4051.86792 validation_1-mae:5995.65137 [1480] validation_0-mae:4051.17554 validation_1-mae:5996.12793 [1481] validation_0-mae:4050.33350 validation_1-mae:5996.10303 [1482] validation_0-mae:4049.62964 validation_1-mae:5996.29688 [1483] validation_0-mae:4048.74048 validation_1-mae:5996.27978 [1484] validation_0-mae:4047.47192 validation_1-mae:5995.72607 [1485] validation_0-mae:4046.98047 validation_1-mae:5995.86963 [1486] validation_0-mae:4046.31201 validation_1-mae:5996.11084 [1487] validation_0-mae:4045.22485 validation_1-mae:5995.27344 [1488] validation_0-mae:4044.47876 validation_1-mae:5995.89014 [1489] validation_0-mae:4042.99194 validation_1-mae:5995.26807 [1490] validation_0-mae:4042.02905 validation_1-mae:5995.32812 [1491] validation_0-mae:4041.46167 validation_1-mae:5995.50586 [1492] validation_0-mae:4040.31348 validation_1-mae:5995.38428 [1493] validation_0-mae:4039.66089 validation_1-mae:5995.23926 [1494] validation_0-mae:4038.55322 validation_1-mae:5995.39307 [1495] validation_0-mae:4037.48608 validation_1-mae:5995.56787 [1496] validation_0-mae:4036.95630 validation_1-mae:5995.48584 [1497] validation_0-mae:4035.97510 validation_1-mae:5995.50195 [1498] validation_0-mae:4034.74805 validation_1-mae:5995.60693 [1499] validation_0-mae:4033.93945 validation_1-mae:5996.13086 [1500] validation_0-mae:4032.69409 validation_1-mae:5996.41357 [1501] validation_0-mae:4031.47192 validation_1-mae:5995.80273 [1502] validation_0-mae:4030.12183 validation_1-mae:5995.93750 [1503] validation_0-mae:4028.72192 validation_1-mae:5995.68848 [1504] validation_0-mae:4028.14453 validation_1-mae:5996.01807 [1505] validation_0-mae:4027.63916 validation_1-mae:5996.17188 [1506] validation_0-mae:4027.30835 validation_1-mae:5996.24365 [1507] validation_0-mae:4026.53271 validation_1-mae:5996.33105 [1508] validation_0-mae:4025.46240 validation_1-mae:5996.05859 [1509] validation_0-mae:4024.72192 validation_1-mae:5995.97412 [1510] validation_0-mae:4023.81372 validation_1-mae:5996.30859 [1511] validation_0-mae:4022.40527 validation_1-mae:5995.93164 [1512] validation_0-mae:4021.06836 validation_1-mae:5996.39990 [1513] validation_0-mae:4020.11621 validation_1-mae:5996.55322 [1514] validation_0-mae:4019.11450 validation_1-mae:5996.00732 [1515] validation_0-mae:4017.69751 validation_1-mae:5995.84424 [1516] validation_0-mae:4016.99341 validation_1-mae:5995.74756 [1517] validation_0-mae:4016.41235 validation_1-mae:5996.38330 [1518] validation_0-mae:4015.51758 validation_1-mae:5995.81836 [1519] validation_0-mae:4014.37524 validation_1-mae:5996.38867 [1520] validation_0-mae:4013.01025 validation_1-mae:5996.02637 [1521] validation_0-mae:4012.27148 validation_1-mae:5996.12402 [1522] validation_0-mae:4011.45093 validation_1-mae:5996.13037 [1523] validation_0-mae:4010.01050 validation_1-mae:5996.62012 [1524] validation_0-mae:4009.02466 validation_1-mae:5996.74805 [1525] validation_0-mae:4008.02100 validation_1-mae:5996.56836 [1526] validation_0-mae:4007.40039 validation_1-mae:5996.36230 [1527] validation_0-mae:4006.72681 validation_1-mae:5996.89990 [1528] validation_0-mae:4005.77930 validation_1-mae:5996.77783 [1529] validation_0-mae:4004.99097 validation_1-mae:5997.45557 [1530] validation_0-mae:4003.72314 validation_1-mae:5996.95312 [1531] validation_0-mae:4002.99243 validation_1-mae:5997.30371 [1532] validation_0-mae:4002.03906 validation_1-mae:5997.26172 [1533] validation_0-mae:4001.43628 validation_1-mae:5997.06689 [1534] validation_0-mae:4000.67554 validation_1-mae:5997.23340 [1535] validation_0-mae:4000.00488 validation_1-mae:5997.28516 [1536] validation_0-mae:3998.36255 validation_1-mae:5997.34033 [1537] validation_0-mae:3997.95117 validation_1-mae:5997.21924 [1538] validation_0-mae:3996.77393 validation_1-mae:5997.22559 [1539] validation_0-mae:3996.04175 validation_1-mae:5997.11377 [1540] validation_0-mae:3995.02148 validation_1-mae:5997.30469 [1541] validation_0-mae:3993.95703 validation_1-mae:5996.72803 [1542] validation_0-mae:3992.23413 validation_1-mae:5996.50684 [1543] validation_0-mae:3991.52368 validation_1-mae:5996.76465 [1544] validation_0-mae:3990.35962 validation_1-mae:5996.29297 [1545] validation_0-mae:3989.26562 validation_1-mae:5996.20410 [1546] validation_0-mae:3988.19580 validation_1-mae:5996.31201 [1547] validation_0-mae:3987.53247 validation_1-mae:5996.08057 [1548] validation_0-mae:3987.01465 validation_1-mae:5995.81885 [1549] validation_0-mae:3986.10303 validation_1-mae:5996.07373 [1550] validation_0-mae:3985.19067 validation_1-mae:5996.64795 [1551] validation_0-mae:3984.76733 validation_1-mae:5996.85107 [1552] validation_0-mae:3983.52808 validation_1-mae:5996.32373 [1553] validation_0-mae:3982.83716 validation_1-mae:5996.00098 [1554] validation_0-mae:3982.30176 validation_1-mae:5996.08740 [1555] validation_0-mae:3982.04102 validation_1-mae:5996.07959 [1556] validation_0-mae:3981.34644 validation_1-mae:5995.71045 [1557] validation_0-mae:3980.71265 validation_1-mae:5995.51855 [1558] validation_0-mae:3980.02832 validation_1-mae:5995.18994 [1559] validation_0-mae:3979.02563 validation_1-mae:5995.14844 [1560] validation_0-mae:3978.49097 validation_1-mae:5995.15869 [1561] validation_0-mae:3977.88232 validation_1-mae:5995.37793 [1562] validation_0-mae:3977.13916 validation_1-mae:5995.20752 [1563] validation_0-mae:3976.32886 validation_1-mae:5995.00195 [1564] validation_0-mae:3975.41553 validation_1-mae:5994.84326 [1565] validation_0-mae:3974.40405 validation_1-mae:5994.72900 [1566] validation_0-mae:3973.35620 validation_1-mae:5995.08057 [1567] validation_0-mae:3972.07519 validation_1-mae:5995.26807 [1568] validation_0-mae:3971.17236 validation_1-mae:5995.79932 [1569] validation_0-mae:3970.66284 validation_1-mae:5995.96484 [1570] validation_0-mae:3969.67456 validation_1-mae:5995.23486 [1571] validation_0-mae:3969.13599 validation_1-mae:5995.28369 [1572] validation_0-mae:3968.33765 validation_1-mae:5995.34375 [1573] validation_0-mae:3967.79224 validation_1-mae:5995.41211 [1574] validation_0-mae:3966.37842 validation_1-mae:5994.84326 [1575] validation_0-mae:3965.90918 validation_1-mae:5995.19092 [1576] validation_0-mae:3964.32886 validation_1-mae:5994.88281 [1577] validation_0-mae:3964.02832 validation_1-mae:5994.89697 [1578] validation_0-mae:3963.50146 validation_1-mae:5994.90088 [1579] validation_0-mae:3962.64160 validation_1-mae:5994.74707 [1580] validation_0-mae:3962.21045 validation_1-mae:5994.84180 [1581] validation_0-mae:3961.05029 validation_1-mae:5994.62549 [1582] validation_0-mae:3960.20972 validation_1-mae:5994.15283 [1583] validation_0-mae:3959.12476 validation_1-mae:5993.87500 [1584] validation_0-mae:3958.60205 validation_1-mae:5993.80322 [1585] validation_0-mae:3957.72290 validation_1-mae:5993.39209 [1586] validation_0-mae:3956.64478 validation_1-mae:5993.00586 [1587] validation_0-mae:3955.28516 validation_1-mae:5993.10645 [1588] validation_0-mae:3954.63843 validation_1-mae:5993.36670 [1589] validation_0-mae:3953.44531 validation_1-mae:5993.11084 [1590] validation_0-mae:3952.82275 validation_1-mae:5993.04785 [1591] validation_0-mae:3952.21655 validation_1-mae:5993.36377 [1592] validation_0-mae:3951.59668 validation_1-mae:5993.54980 [1593] validation_0-mae:3950.75659 validation_1-mae:5993.39209 [1594] validation_0-mae:3950.31006 validation_1-mae:5993.43848 [1595] validation_0-mae:3949.70264 validation_1-mae:5993.58545 [1596] validation_0-mae:3949.19849 validation_1-mae:5993.39209 [1597] validation_0-mae:3948.40454 validation_1-mae:5993.17822 [1598] validation_0-mae:3947.44873 validation_1-mae:5993.37061 [1599] validation_0-mae:3946.47949 validation_1-mae:5993.28809 [1600] validation_0-mae:3945.75024 validation_1-mae:5992.55518 [1601] validation_0-mae:3944.85449 validation_1-mae:5992.18799 [1602] validation_0-mae:3944.47168 validation_1-mae:5992.18799 [1603] validation_0-mae:3944.17065 validation_1-mae:5992.52490 [1604] validation_0-mae:3943.71753 validation_1-mae:5992.58252 [1605] validation_0-mae:3943.03491 validation_1-mae:5992.87012 [1606] validation_0-mae:3942.50244 validation_1-mae:5992.65918 [1607] validation_0-mae:3941.88428 validation_1-mae:5992.39600 [1608] validation_0-mae:3941.20361 validation_1-mae:5992.24951 [1609] validation_0-mae:3940.66602 validation_1-mae:5991.99951 [1610] validation_0-mae:3939.35767 validation_1-mae:5991.80566 [1611] validation_0-mae:3938.34497 validation_1-mae:5991.60059 [1612] validation_0-mae:3937.08960 validation_1-mae:5991.65381 [1613] validation_0-mae:3936.07886 validation_1-mae:5991.77734 [1614] validation_0-mae:3935.27588 validation_1-mae:5991.33740 [1615] validation_0-mae:3933.67993 validation_1-mae:5991.45166 [1616] validation_0-mae:3932.81519 validation_1-mae:5991.39404 [1617] validation_0-mae:3932.25464 validation_1-mae:5991.32520 [1618] validation_0-mae:3931.06055 validation_1-mae:5991.07617 [1619] validation_0-mae:3930.08960 validation_1-mae:5991.19775 [1620] validation_0-mae:3929.07593 validation_1-mae:5990.90527 [1621] validation_0-mae:3928.63110 validation_1-mae:5990.95605 [1622] validation_0-mae:3927.46216 validation_1-mae:5990.61279 [1623] validation_0-mae:3926.33008 validation_1-mae:5990.62402 [1624] validation_0-mae:3925.30811 validation_1-mae:5990.34326 [1625] validation_0-mae:3924.31958 validation_1-mae:5990.37109 [1626] validation_0-mae:3923.39111 validation_1-mae:5991.05273 [1627] validation_0-mae:3922.47046 validation_1-mae:5990.79102 [1628] validation_0-mae:3921.60400 validation_1-mae:5990.72412 [1629] validation_0-mae:3920.86157 validation_1-mae:5990.71387 [1630] validation_0-mae:3920.64551 validation_1-mae:5990.80615 [1631] validation_0-mae:3920.19409 validation_1-mae:5990.61475 [1632] validation_0-mae:3919.02051 validation_1-mae:5990.74219 [1633] validation_0-mae:3918.36768 validation_1-mae:5991.00977 [1634] validation_0-mae:3916.87280 validation_1-mae:5991.48193 [1635] validation_0-mae:3915.96899 validation_1-mae:5991.58447 [1636] validation_0-mae:3915.11450 validation_1-mae:5991.37549 [1637] validation_0-mae:3914.28931 validation_1-mae:5991.36377 [1638] validation_0-mae:3913.44263 validation_1-mae:5991.33594 [1639] validation_0-mae:3912.40283 validation_1-mae:5990.92871 [1640] validation_0-mae:3911.56250 validation_1-mae:5991.26904 [1641] validation_0-mae:3910.59766 validation_1-mae:5991.03027 [1642] validation_0-mae:3909.53223 validation_1-mae:5991.23438 [1643] validation_0-mae:3909.04565 validation_1-mae:5991.11475 [1644] validation_0-mae:3907.84424 validation_1-mae:5991.47852 [1645] validation_0-mae:3907.56567 validation_1-mae:5991.89795 [1646] validation_0-mae:3906.53223 validation_1-mae:5991.90088 [1647] validation_0-mae:3905.61011 validation_1-mae:5991.64209 [1648] validation_0-mae:3905.14209 validation_1-mae:5991.34228 [1649] validation_0-mae:3904.73779 validation_1-mae:5991.00684 [1650] validation_0-mae:3904.64941 validation_1-mae:5990.95752 [1651] validation_0-mae:3903.88110 validation_1-mae:5990.59522 [1652] validation_0-mae:3903.11645 validation_1-mae:5990.64648 [1653] validation_0-mae:3901.92773 validation_1-mae:5990.77539 [1654] validation_0-mae:3901.16797 validation_1-mae:5991.35742 [1655] validation_0-mae:3900.22021 validation_1-mae:5991.66113 [1656] validation_0-mae:3898.78589 validation_1-mae:5992.21777 [1657] validation_0-mae:3897.79272 validation_1-mae:5992.11133 [1658] validation_0-mae:3896.61719 validation_1-mae:5992.29004 [1659] validation_0-mae:3895.57642 validation_1-mae:5992.46143 [1660] validation_0-mae:3894.33276 validation_1-mae:5991.81299 [1661] validation_0-mae:3893.19800 validation_1-mae:5991.70850 [1662] validation_0-mae:3891.89722 validation_1-mae:5991.82666 [1663] validation_0-mae:3891.37891 validation_1-mae:5991.94531 [1664] validation_0-mae:3890.04565 validation_1-mae:5992.27002 [1665] validation_0-mae:3889.61963 validation_1-mae:5992.41797 [1666] validation_0-mae:3888.34497 validation_1-mae:5992.82568 [1667] validation_0-mae:3887.32935 validation_1-mae:5992.16846 [1668] validation_0-mae:3886.24414 validation_1-mae:5992.21045 [1669] validation_0-mae:3885.46851 validation_1-mae:5992.30518 [1670] validation_0-mae:3884.79663 validation_1-mae:5992.32715 [1671] validation_0-mae:3884.00220 validation_1-mae:5992.20557 [1672] validation_0-mae:3883.23193 validation_1-mae:5992.07031 [1673] validation_0-mae:3882.43091 validation_1-mae:5991.90088 [1674] validation_0-mae:3881.30249 validation_1-mae:5991.80615 [1675] validation_0-mae:3880.72485 validation_1-mae:5991.69678 [1676] validation_0-mae:3880.17529 validation_1-mae:5992.09619 [1677] validation_0-mae:3879.49854 validation_1-mae:5992.58740 [1678] validation_0-mae:3878.25122 validation_1-mae:5992.79980 [1679] validation_0-mae:3877.48877 validation_1-mae:5992.30273 [1680] validation_0-mae:3876.81396 validation_1-mae:5992.25977 [1681] validation_0-mae:3876.23828 validation_1-mae:5991.94775 [1682] validation_0-mae:3875.73950 validation_1-mae:5991.94580 [1683] validation_0-mae:3874.93872 validation_1-mae:5991.90137 [1684] validation_0-mae:3874.31519 validation_1-mae:5991.89355 [1685] validation_0-mae:3873.70459 validation_1-mae:5991.77490 [1686] validation_0-mae:3873.69653 validation_1-mae:5991.78174 [1687] validation_0-mae:3873.22363 validation_1-mae:5991.95898 [1688] validation_0-mae:3872.33130 validation_1-mae:5991.91406 [1689] validation_0-mae:3871.34277 validation_1-mae:5992.51855 [1690] validation_0-mae:3870.39087 validation_1-mae:5993.24219 [1691] validation_0-mae:3870.13208 validation_1-mae:5993.21826 [1692] validation_0-mae:3869.25928 validation_1-mae:5993.31836 [1693] validation_0-mae:3868.23853 validation_1-mae:5992.82861 [1694] validation_0-mae:3867.72119 validation_1-mae:5992.60645 [1695] validation_0-mae:3867.20483 validation_1-mae:5992.69043 [1696] validation_0-mae:3866.20239 validation_1-mae:5992.87598 [1697] validation_0-mae:3865.63965 validation_1-mae:5992.86475 [1698] validation_0-mae:3864.85083 validation_1-mae:5992.98340 [1699] validation_0-mae:3864.32910 validation_1-mae:5993.19873 Dropping: oro [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.97461 validation_1-mae:9623.92090 [14] validation_0-mae:9418.90527 validation_1-mae:9233.26269 [15] validation_0-mae:9084.41894 validation_1-mae:8905.83496 [16] validation_0-mae:8802.76660 validation_1-mae:8634.42578 [17] validation_0-mae:8567.56836 validation_1-mae:8409.99414 [18] validation_0-mae:8374.73047 validation_1-mae:8221.72070 [19] validation_0-mae:8212.23242 validation_1-mae:8068.92334 [20] validation_0-mae:8069.45264 validation_1-mae:7937.78662 [21] validation_0-mae:7945.11670 validation_1-mae:7829.90234 [22] validation_0-mae:7846.97559 validation_1-mae:7743.72900 [23] validation_0-mae:7760.82373 validation_1-mae:7674.54932 [24] validation_0-mae:7677.09228 validation_1-mae:7596.20557 [25] validation_0-mae:7604.52100 validation_1-mae:7532.87061 [26] validation_0-mae:7549.05176 validation_1-mae:7486.07812 [27] validation_0-mae:7488.75049 validation_1-mae:7432.06543 [28] validation_0-mae:7439.51172 validation_1-mae:7391.23926 [29] validation_0-mae:7397.34473 validation_1-mae:7357.06543 [30] validation_0-mae:7361.62842 validation_1-mae:7326.58643 [31] validation_0-mae:7321.06689 validation_1-mae:7290.03564 [32] validation_0-mae:7292.64111 validation_1-mae:7272.55566 [33] validation_0-mae:7264.37012 validation_1-mae:7251.48877 [34] validation_0-mae:7234.05078 validation_1-mae:7231.49609 [35] validation_0-mae:7202.57715 validation_1-mae:7206.79590 [36] validation_0-mae:7185.35889 validation_1-mae:7193.40723 [37] validation_0-mae:7167.74219 validation_1-mae:7183.36182 [38] validation_0-mae:7142.38184 validation_1-mae:7161.95410 [39] validation_0-mae:7121.32422 validation_1-mae:7144.81152 [40] validation_0-mae:7103.48682 validation_1-mae:7134.17432 [41] validation_0-mae:7087.31689 validation_1-mae:7121.69287 [42] validation_0-mae:7070.21045 validation_1-mae:7110.96533 [43] validation_0-mae:7050.17432 validation_1-mae:7097.07666 [44] validation_0-mae:7037.65234 validation_1-mae:7086.48438 [45] validation_0-mae:7012.39990 validation_1-mae:7066.02246 [46] validation_0-mae:6988.82910 validation_1-mae:7045.69678 [47] validation_0-mae:6972.97461 validation_1-mae:7037.61914 [48] validation_0-mae:6948.31738 validation_1-mae:7019.14844 [49] validation_0-mae:6934.13916 validation_1-mae:7009.04150 [50] validation_0-mae:6915.89404 validation_1-mae:6995.63818 [51] validation_0-mae:6901.48145 validation_1-mae:6990.07764 [52] validation_0-mae:6888.30371 validation_1-mae:6978.58594 [53] validation_0-mae:6875.81006 validation_1-mae:6973.14648 [54] validation_0-mae:6867.37793 validation_1-mae:6966.86133 [55] validation_0-mae:6851.30371 validation_1-mae:6955.04541 [56] validation_0-mae:6832.62549 validation_1-mae:6938.59424 [57] validation_0-mae:6819.00244 validation_1-mae:6929.64746 [58] validation_0-mae:6809.53955 validation_1-mae:6921.45654 [59] validation_0-mae:6794.37207 validation_1-mae:6912.41504 [60] validation_0-mae:6779.52441 validation_1-mae:6899.50049 [61] validation_0-mae:6767.47949 validation_1-mae:6891.20166 [62] validation_0-mae:6746.25586 validation_1-mae:6874.11865 [63] validation_0-mae:6733.96924 validation_1-mae:6862.74463 [64] validation_0-mae:6723.72510 validation_1-mae:6859.22607 [65] validation_0-mae:6714.69482 validation_1-mae:6852.24561 [66] validation_0-mae:6703.15674 validation_1-mae:6843.19043 [67] validation_0-mae:6696.10107 validation_1-mae:6840.43066 [68] validation_0-mae:6683.91553 validation_1-mae:6830.78223 [69] validation_0-mae:6668.17627 validation_1-mae:6817.36621 [70] validation_0-mae:6656.25684 validation_1-mae:6807.67676 [71] validation_0-mae:6636.86035 validation_1-mae:6789.46191 [72] validation_0-mae:6629.71582 validation_1-mae:6787.43994 [73] validation_0-mae:6620.08545 validation_1-mae:6781.70312 [74] validation_0-mae:6611.74023 validation_1-mae:6773.61230 [75] validation_0-mae:6604.10742 validation_1-mae:6768.08350 [76] validation_0-mae:6594.03613 validation_1-mae:6760.31348 [77] validation_0-mae:6585.34961 validation_1-mae:6754.21924 [78] validation_0-mae:6575.70947 validation_1-mae:6746.72461 [79] validation_0-mae:6567.53711 validation_1-mae:6741.37988 [80] validation_0-mae:6556.67041 validation_1-mae:6734.21191 [81] validation_0-mae:6549.42822 validation_1-mae:6729.05664 [82] validation_0-mae:6542.34277 validation_1-mae:6722.48828 [83] validation_0-mae:6529.36572 validation_1-mae:6710.72852 [84] validation_0-mae:6521.05322 validation_1-mae:6704.13721 [85] validation_0-mae:6512.94043 validation_1-mae:6698.59277 [86] validation_0-mae:6501.24512 validation_1-mae:6689.72461 [87] validation_0-mae:6492.62061 validation_1-mae:6684.18945 [88] validation_0-mae:6487.92383 validation_1-mae:6680.58447 [89] validation_0-mae:6478.45166 validation_1-mae:6673.99951 [90] validation_0-mae:6472.46875 validation_1-mae:6670.00488 [91] validation_0-mae:6463.80029 validation_1-mae:6663.85498 [92] validation_0-mae:6454.38379 validation_1-mae:6658.50537 [93] validation_0-mae:6447.48584 validation_1-mae:6655.28662 [94] validation_0-mae:6438.62695 validation_1-mae:6650.59912 [95] validation_0-mae:6431.03613 validation_1-mae:6644.88135 [96] validation_0-mae:6425.36572 validation_1-mae:6642.02490 [97] validation_0-mae:6416.75879 validation_1-mae:6635.59180 [98] validation_0-mae:6413.83936 validation_1-mae:6634.22070 [99] validation_0-mae:6407.51465 validation_1-mae:6630.52637 [100] validation_0-mae:6401.21338 validation_1-mae:6626.97070 [101] validation_0-mae:6394.67236 validation_1-mae:6621.31152 [102] validation_0-mae:6391.65478 validation_1-mae:6619.85596 [103] validation_0-mae:6386.72119 validation_1-mae:6616.75293 [104] validation_0-mae:6380.07178 validation_1-mae:6613.55225 [105] validation_0-mae:6373.51172 validation_1-mae:6607.58545 [106] validation_0-mae:6365.68799 validation_1-mae:6601.62793 [107] validation_0-mae:6357.47949 validation_1-mae:6596.14453 [108] validation_0-mae:6354.10010 validation_1-mae:6594.33203 [109] validation_0-mae:6348.55371 validation_1-mae:6592.33252 [110] validation_0-mae:6342.07812 validation_1-mae:6588.30469 [111] validation_0-mae:6335.43555 validation_1-mae:6582.06348 [112] validation_0-mae:6329.35010 validation_1-mae:6578.39844 [113] validation_0-mae:6326.77734 validation_1-mae:6576.30811 [114] validation_0-mae:6321.42529 validation_1-mae:6573.09522 [115] validation_0-mae:6317.61914 validation_1-mae:6570.48096 [116] validation_0-mae:6311.80908 validation_1-mae:6568.28467 [117] validation_0-mae:6303.63818 validation_1-mae:6563.38379 [118] validation_0-mae:6299.20898 validation_1-mae:6560.02978 [119] validation_0-mae:6292.21924 validation_1-mae:6556.10547 [120] validation_0-mae:6288.18506 validation_1-mae:6553.38037 [121] validation_0-mae:6284.12842 validation_1-mae:6551.84522 [122] validation_0-mae:6278.73291 validation_1-mae:6548.31592 [123] validation_0-mae:6269.12305 validation_1-mae:6542.11816 [124] validation_0-mae:6267.22070 validation_1-mae:6540.56689 [125] validation_0-mae:6261.12549 validation_1-mae:6536.51221 [126] validation_0-mae:6253.90820 validation_1-mae:6531.33545 [127] validation_0-mae:6248.22754 validation_1-mae:6526.64697 [128] validation_0-mae:6244.35254 validation_1-mae:6525.30273 [129] validation_0-mae:6235.22803 validation_1-mae:6518.09717 [130] validation_0-mae:6231.40039 validation_1-mae:6516.13525 [131] validation_0-mae:6226.80322 validation_1-mae:6513.80664 [132] validation_0-mae:6221.01416 validation_1-mae:6509.67969 [133] validation_0-mae:6215.85498 validation_1-mae:6506.50098 [134] validation_0-mae:6209.91455 validation_1-mae:6500.77930 [135] validation_0-mae:6204.24414 validation_1-mae:6497.39941 [136] validation_0-mae:6199.76025 validation_1-mae:6494.67676 [137] validation_0-mae:6197.38574 validation_1-mae:6493.48389 [138] validation_0-mae:6191.56543 validation_1-mae:6489.88037 [139] validation_0-mae:6185.27393 validation_1-mae:6486.18799 [140] validation_0-mae:6182.40527 validation_1-mae:6483.96875 [141] validation_0-mae:6179.25537 validation_1-mae:6482.69971 [142] validation_0-mae:6175.73145 validation_1-mae:6481.10986 [143] validation_0-mae:6170.78516 validation_1-mae:6478.64697 [144] validation_0-mae:6168.55859 validation_1-mae:6477.20508 [145] validation_0-mae:6162.92871 validation_1-mae:6473.21973 [146] validation_0-mae:6158.51172 validation_1-mae:6471.00049 [147] validation_0-mae:6152.38428 validation_1-mae:6466.83008 [148] validation_0-mae:6146.19434 validation_1-mae:6462.29639 [149] validation_0-mae:6141.56397 validation_1-mae:6459.15772 [150] validation_0-mae:6137.29248 validation_1-mae:6457.08789 [151] validation_0-mae:6134.34766 validation_1-mae:6455.71875 [152] validation_0-mae:6130.70654 validation_1-mae:6453.19043 [153] validation_0-mae:6126.17432 validation_1-mae:6449.76855 [154] validation_0-mae:6123.24658 validation_1-mae:6448.19141 [155] validation_0-mae:6119.49023 validation_1-mae:6445.85156 [156] validation_0-mae:6116.36133 validation_1-mae:6444.01709 [157] validation_0-mae:6113.44336 validation_1-mae:6442.21289 [158] validation_0-mae:6108.58496 validation_1-mae:6443.11816 [159] validation_0-mae:6103.65332 validation_1-mae:6439.63232 [160] validation_0-mae:6099.51318 validation_1-mae:6438.25244 [161] validation_0-mae:6091.51709 validation_1-mae:6431.51123 [162] validation_0-mae:6084.46680 validation_1-mae:6426.78027 [163] validation_0-mae:6079.90527 validation_1-mae:6424.02783 [164] validation_0-mae:6077.27588 validation_1-mae:6423.45410 [165] validation_0-mae:6075.07275 validation_1-mae:6422.80713 [166] validation_0-mae:6072.52539 validation_1-mae:6421.39355 [167] validation_0-mae:6069.55615 validation_1-mae:6421.78027 [168] validation_0-mae:6068.00147 validation_1-mae:6420.53369 [169] validation_0-mae:6063.57471 validation_1-mae:6420.07373 [170] validation_0-mae:6059.59570 validation_1-mae:6417.29785 [171] validation_0-mae:6055.85449 validation_1-mae:6415.30127 [172] validation_0-mae:6051.79395 validation_1-mae:6414.15478 [173] validation_0-mae:6048.09814 validation_1-mae:6412.65283 [174] validation_0-mae:6043.71777 validation_1-mae:6412.11279 [175] validation_0-mae:6037.34863 validation_1-mae:6407.91309 [176] validation_0-mae:6036.06152 validation_1-mae:6408.41113 [177] validation_0-mae:6034.73242 validation_1-mae:6408.52686 [178] validation_0-mae:6029.41895 validation_1-mae:6405.21973 [179] validation_0-mae:6026.46973 validation_1-mae:6403.97461 [180] validation_0-mae:6023.09180 validation_1-mae:6402.82715 [181] validation_0-mae:6019.22412 validation_1-mae:6402.18018 [182] validation_0-mae:6016.35693 validation_1-mae:6400.27637 [183] validation_0-mae:6014.11328 validation_1-mae:6399.66064 [184] validation_0-mae:6009.73389 validation_1-mae:6396.60840 [185] validation_0-mae:6006.83984 validation_1-mae:6395.44141 [186] validation_0-mae:6001.42969 validation_1-mae:6391.68555 [187] validation_0-mae:5992.93066 validation_1-mae:6385.31592 [188] validation_0-mae:5989.66797 validation_1-mae:6385.18018 [189] validation_0-mae:5986.58691 validation_1-mae:6385.18311 [190] validation_0-mae:5983.14746 validation_1-mae:6383.65918 [191] validation_0-mae:5977.17725 validation_1-mae:6379.43848 [192] validation_0-mae:5971.94629 validation_1-mae:6376.93262 [193] validation_0-mae:5968.69434 validation_1-mae:6374.45508 [194] validation_0-mae:5967.03369 validation_1-mae:6374.67871 [195] validation_0-mae:5964.39258 validation_1-mae:6373.13281 [196] validation_0-mae:5959.85352 validation_1-mae:6370.67627 [197] validation_0-mae:5958.11475 validation_1-mae:6370.44287 [198] validation_0-mae:5953.88672 validation_1-mae:6369.77686 [199] validation_0-mae:5951.06250 validation_1-mae:6368.79102 [200] validation_0-mae:5947.38428 validation_1-mae:6367.33545 [201] validation_0-mae:5946.50000 validation_1-mae:6367.31543 [202] validation_0-mae:5943.73340 validation_1-mae:6366.07764 [203] validation_0-mae:5940.67090 validation_1-mae:6365.09961 [204] validation_0-mae:5938.37012 validation_1-mae:6363.97656 [205] validation_0-mae:5936.35156 validation_1-mae:6364.10645 [206] validation_0-mae:5931.44629 validation_1-mae:6361.46094 [207] validation_0-mae:5928.49853 validation_1-mae:6359.66895 [208] validation_0-mae:5926.08105 validation_1-mae:6358.40430 [209] validation_0-mae:5924.23047 validation_1-mae:6358.26562 [210] validation_0-mae:5922.17627 validation_1-mae:6357.76562 [211] validation_0-mae:5919.61133 validation_1-mae:6356.11279 [212] validation_0-mae:5917.36816 validation_1-mae:6354.15674 [213] validation_0-mae:5913.70703 validation_1-mae:6353.37109 [214] validation_0-mae:5911.69238 validation_1-mae:6352.66211 [215] validation_0-mae:5907.35156 validation_1-mae:6351.17578 [216] validation_0-mae:5903.22461 validation_1-mae:6348.73291 [217] validation_0-mae:5900.97217 validation_1-mae:6347.41357 [218] validation_0-mae:5896.56836 validation_1-mae:6345.41162 [219] validation_0-mae:5893.48486 validation_1-mae:6344.68018 [220] validation_0-mae:5890.07568 validation_1-mae:6343.34619 [221] validation_0-mae:5888.11768 validation_1-mae:6342.01904 [222] validation_0-mae:5884.58936 validation_1-mae:6338.66406 [223] validation_0-mae:5880.00586 validation_1-mae:6337.35156 [224] validation_0-mae:5877.66895 validation_1-mae:6337.20117 [225] validation_0-mae:5872.91406 validation_1-mae:6334.22168 [226] validation_0-mae:5871.85938 validation_1-mae:6333.54150 [227] validation_0-mae:5869.16699 validation_1-mae:6332.57422 [228] validation_0-mae:5867.79883 validation_1-mae:6332.80859 [229] validation_0-mae:5867.31299 validation_1-mae:6332.55273 [230] validation_0-mae:5862.53809 validation_1-mae:6330.59033 [231] validation_0-mae:5860.09375 validation_1-mae:6329.31836 [232] validation_0-mae:5856.34668 validation_1-mae:6329.43506 [233] validation_0-mae:5854.43311 validation_1-mae:6329.24268 [234] validation_0-mae:5852.38184 validation_1-mae:6329.08301 [235] validation_0-mae:5849.82715 validation_1-mae:6328.56592 [236] validation_0-mae:5846.08203 validation_1-mae:6327.58203 [237] validation_0-mae:5843.30713 validation_1-mae:6326.69385 [238] validation_0-mae:5839.96631 validation_1-mae:6325.79834 [239] validation_0-mae:5835.68897 validation_1-mae:6324.72363 [240] validation_0-mae:5831.16113 validation_1-mae:6320.96924 [241] validation_0-mae:5829.78125 validation_1-mae:6321.18555 [242] validation_0-mae:5828.19580 validation_1-mae:6320.37109 [243] validation_0-mae:5827.83789 validation_1-mae:6320.30762 [244] validation_0-mae:5825.83691 validation_1-mae:6320.36523 [245] validation_0-mae:5823.96387 validation_1-mae:6318.91846 [246] validation_0-mae:5814.67041 validation_1-mae:6313.55420 [247] validation_0-mae:5811.78369 validation_1-mae:6312.35938 [248] validation_0-mae:5807.78076 validation_1-mae:6310.79395 [249] validation_0-mae:5804.91602 validation_1-mae:6309.61230 [250] validation_0-mae:5802.16260 validation_1-mae:6308.14258 [251] validation_0-mae:5798.31201 validation_1-mae:6305.94238 [252] validation_0-mae:5796.55225 validation_1-mae:6306.16211 [253] validation_0-mae:5793.60254 validation_1-mae:6304.77051 [254] validation_0-mae:5791.33154 validation_1-mae:6304.50195 [255] validation_0-mae:5789.23438 validation_1-mae:6303.65039 [256] validation_0-mae:5786.09131 validation_1-mae:6302.76514 [257] validation_0-mae:5783.38818 validation_1-mae:6300.10938 [258] validation_0-mae:5779.93652 validation_1-mae:6297.22607 [259] validation_0-mae:5778.18506 validation_1-mae:6296.88574 [260] validation_0-mae:5776.76562 validation_1-mae:6295.73340 [261] validation_0-mae:5775.01758 validation_1-mae:6296.02539 [262] validation_0-mae:5773.33594 validation_1-mae:6295.88916 [263] validation_0-mae:5771.98779 validation_1-mae:6295.48779 [264] validation_0-mae:5769.97266 validation_1-mae:6294.90772 [265] validation_0-mae:5766.93945 validation_1-mae:6293.61133 [266] validation_0-mae:5764.43603 validation_1-mae:6292.44775 [267] validation_0-mae:5762.34131 validation_1-mae:6290.82861 [268] validation_0-mae:5760.14990 validation_1-mae:6288.80664 [269] validation_0-mae:5757.37793 validation_1-mae:6288.33740 [270] validation_0-mae:5752.58447 validation_1-mae:6287.53906 [271] validation_0-mae:5750.66357 validation_1-mae:6287.06689 [272] validation_0-mae:5743.22656 validation_1-mae:6282.16162 [273] validation_0-mae:5740.79443 validation_1-mae:6282.04736 [274] validation_0-mae:5737.73633 validation_1-mae:6281.35156 [275] validation_0-mae:5735.08545 validation_1-mae:6281.06397 [276] validation_0-mae:5733.50977 validation_1-mae:6280.15430 [277] validation_0-mae:5726.36621 validation_1-mae:6277.31152 [278] validation_0-mae:5723.65918 validation_1-mae:6277.13770 [279] validation_0-mae:5717.62353 validation_1-mae:6273.27637 [280] validation_0-mae:5715.48340 validation_1-mae:6272.07080 [281] validation_0-mae:5713.81885 validation_1-mae:6270.99805 [282] validation_0-mae:5712.67920 validation_1-mae:6270.91748 [283] validation_0-mae:5710.75195 validation_1-mae:6270.91748 [284] validation_0-mae:5709.21045 validation_1-mae:6270.40332 [285] validation_0-mae:5703.40527 validation_1-mae:6267.06934 [286] validation_0-mae:5700.92188 validation_1-mae:6266.54883 [287] validation_0-mae:5699.32227 validation_1-mae:6266.51318 [288] validation_0-mae:5696.88525 validation_1-mae:6265.33398 [289] validation_0-mae:5695.36084 validation_1-mae:6264.88330 [290] validation_0-mae:5691.96582 validation_1-mae:6263.92139 [291] validation_0-mae:5688.68603 validation_1-mae:6263.56885 [292] validation_0-mae:5686.00684 validation_1-mae:6263.62598 [293] validation_0-mae:5684.17529 validation_1-mae:6263.25781 [294] validation_0-mae:5680.37988 validation_1-mae:6261.15381 [295] validation_0-mae:5678.56201 validation_1-mae:6260.54053 [296] validation_0-mae:5677.71484 validation_1-mae:6260.44385 [297] validation_0-mae:5674.97559 validation_1-mae:6257.17285 [298] validation_0-mae:5674.07764 validation_1-mae:6257.15430 [299] validation_0-mae:5671.78174 validation_1-mae:6257.39453 [300] validation_0-mae:5669.41992 validation_1-mae:6256.74219 [301] validation_0-mae:5667.72998 validation_1-mae:6255.76221 [302] validation_0-mae:5664.27686 validation_1-mae:6254.13086 [303] validation_0-mae:5658.77441 validation_1-mae:6251.72607 [304] validation_0-mae:5656.39600 validation_1-mae:6250.60107 [305] validation_0-mae:5654.17090 validation_1-mae:6249.15625 [306] validation_0-mae:5652.20996 validation_1-mae:6248.94482 [307] validation_0-mae:5648.25732 validation_1-mae:6246.91211 [308] validation_0-mae:5646.66553 validation_1-mae:6246.12695 [309] validation_0-mae:5644.18701 validation_1-mae:6245.68701 [310] validation_0-mae:5642.37549 validation_1-mae:6245.50244 [311] validation_0-mae:5640.43457 validation_1-mae:6245.18018 [312] validation_0-mae:5638.99365 validation_1-mae:6245.18408 [313] validation_0-mae:5638.35449 validation_1-mae:6245.33643 [314] validation_0-mae:5637.36084 validation_1-mae:6245.41943 [315] validation_0-mae:5635.61621 validation_1-mae:6245.23975 [316] validation_0-mae:5633.76758 validation_1-mae:6245.22168 [317] validation_0-mae:5629.54443 validation_1-mae:6243.37256 [318] validation_0-mae:5625.51465 validation_1-mae:6241.64014 [319] validation_0-mae:5621.53906 validation_1-mae:6240.56885 [320] validation_0-mae:5619.66797 validation_1-mae:6240.53857 [321] validation_0-mae:5616.35693 validation_1-mae:6238.99658 [322] validation_0-mae:5613.96387 validation_1-mae:6238.11523 [323] validation_0-mae:5612.01611 validation_1-mae:6237.04639 [324] validation_0-mae:5610.74463 validation_1-mae:6237.03809 [325] validation_0-mae:5609.64648 validation_1-mae:6236.79932 [326] validation_0-mae:5607.75684 validation_1-mae:6235.91357 [327] validation_0-mae:5607.64307 validation_1-mae:6235.91357 [328] validation_0-mae:5605.16064 validation_1-mae:6235.38818 [329] validation_0-mae:5604.19287 validation_1-mae:6235.45801 [330] validation_0-mae:5603.73389 validation_1-mae:6235.67822 [331] validation_0-mae:5600.60107 validation_1-mae:6234.10449 [332] validation_0-mae:5597.83203 validation_1-mae:6232.79199 [333] validation_0-mae:5596.08301 validation_1-mae:6233.12939 [334] validation_0-mae:5593.52930 validation_1-mae:6233.20020 [335] validation_0-mae:5591.67188 validation_1-mae:6233.00000 [336] validation_0-mae:5587.66943 validation_1-mae:6231.50049 [337] validation_0-mae:5585.69482 validation_1-mae:6231.18408 [338] validation_0-mae:5585.20459 validation_1-mae:6231.09961 [339] validation_0-mae:5581.39844 validation_1-mae:6229.92334 [340] validation_0-mae:5579.49023 validation_1-mae:6229.03760 [341] validation_0-mae:5577.83105 validation_1-mae:6228.13965 [342] validation_0-mae:5575.99463 validation_1-mae:6227.89258 [343] validation_0-mae:5574.81689 validation_1-mae:6227.86182 [344] validation_0-mae:5570.91162 validation_1-mae:6225.75147 [345] validation_0-mae:5569.60791 validation_1-mae:6225.52002 [346] validation_0-mae:5567.62695 validation_1-mae:6225.19141 [347] validation_0-mae:5565.05908 validation_1-mae:6223.68750 [348] validation_0-mae:5564.17871 validation_1-mae:6223.46289 [349] validation_0-mae:5560.96826 validation_1-mae:6221.71680 [350] validation_0-mae:5556.60986 validation_1-mae:6220.10254 [351] validation_0-mae:5555.76562 validation_1-mae:6220.89258 [352] validation_0-mae:5553.57080 validation_1-mae:6220.56103 [353] validation_0-mae:5551.90186 validation_1-mae:6220.12695 [354] validation_0-mae:5550.49805 validation_1-mae:6219.86230 [355] validation_0-mae:5547.32031 validation_1-mae:6219.57080 [356] validation_0-mae:5545.66943 validation_1-mae:6219.78516 [357] validation_0-mae:5542.33252 validation_1-mae:6219.83740 [358] validation_0-mae:5539.64844 validation_1-mae:6219.03564 [359] validation_0-mae:5538.01123 validation_1-mae:6217.91406 [360] validation_0-mae:5536.95312 validation_1-mae:6218.14648 [361] validation_0-mae:5536.36084 validation_1-mae:6217.74756 [362] validation_0-mae:5533.66602 validation_1-mae:6217.45996 [363] validation_0-mae:5532.48682 validation_1-mae:6217.05713 [364] validation_0-mae:5530.33789 validation_1-mae:6216.53125 [365] validation_0-mae:5529.30469 validation_1-mae:6216.21094 [366] validation_0-mae:5526.59131 validation_1-mae:6215.17725 [367] validation_0-mae:5523.96387 validation_1-mae:6215.45166 [368] validation_0-mae:5522.29980 validation_1-mae:6215.40478 [369] validation_0-mae:5520.05469 validation_1-mae:6215.08057 [370] validation_0-mae:5516.95117 validation_1-mae:6214.43848 [371] validation_0-mae:5514.60498 validation_1-mae:6213.30713 [372] validation_0-mae:5511.14258 validation_1-mae:6211.65820 [373] validation_0-mae:5507.38330 validation_1-mae:6210.09570 [374] validation_0-mae:5505.86865 validation_1-mae:6209.89844 [375] validation_0-mae:5502.71143 validation_1-mae:6207.98291 [376] validation_0-mae:5499.35156 validation_1-mae:6206.83447 [377] validation_0-mae:5496.37500 validation_1-mae:6205.69385 [378] validation_0-mae:5493.40820 validation_1-mae:6204.58691 [379] validation_0-mae:5491.99268 validation_1-mae:6204.64795 [380] validation_0-mae:5491.48682 validation_1-mae:6204.35693 [381] validation_0-mae:5490.39258 validation_1-mae:6204.08838 [382] validation_0-mae:5489.28662 validation_1-mae:6203.69043 [383] validation_0-mae:5487.91895 validation_1-mae:6203.35596 [384] validation_0-mae:5486.92188 validation_1-mae:6203.26025 [385] validation_0-mae:5483.76074 validation_1-mae:6202.01660 [386] validation_0-mae:5481.73389 validation_1-mae:6202.43848 [387] validation_0-mae:5480.95801 validation_1-mae:6201.96338 [388] validation_0-mae:5479.45361 validation_1-mae:6202.03857 [389] validation_0-mae:5476.86084 validation_1-mae:6200.71631 [390] validation_0-mae:5476.04004 validation_1-mae:6200.87891 [391] validation_0-mae:5473.27686 validation_1-mae:6199.32080 [392] validation_0-mae:5469.88428 validation_1-mae:6198.31543 [393] validation_0-mae:5468.80371 validation_1-mae:6198.13916 [394] validation_0-mae:5467.83984 validation_1-mae:6197.97705 [395] validation_0-mae:5466.92822 validation_1-mae:6197.09961 [396] validation_0-mae:5465.45215 validation_1-mae:6197.20068 [397] validation_0-mae:5462.97168 validation_1-mae:6196.73193 [398] validation_0-mae:5460.78369 validation_1-mae:6197.16748 [399] validation_0-mae:5458.31201 validation_1-mae:6197.08838 [400] validation_0-mae:5453.32471 validation_1-mae:6194.79883 [401] validation_0-mae:5452.51416 validation_1-mae:6194.49756 [402] validation_0-mae:5447.56836 validation_1-mae:6191.61182 [403] validation_0-mae:5446.61816 validation_1-mae:6191.06006 [404] validation_0-mae:5444.08643 validation_1-mae:6189.19922 [405] validation_0-mae:5440.50635 validation_1-mae:6187.92236 [406] validation_0-mae:5437.64844 validation_1-mae:6185.92969 [407] validation_0-mae:5432.57471 validation_1-mae:6184.25293 [408] validation_0-mae:5431.19385 validation_1-mae:6183.84619 [409] validation_0-mae:5429.28711 validation_1-mae:6182.58301 [410] validation_0-mae:5427.40869 validation_1-mae:6181.81103 [411] validation_0-mae:5426.88281 validation_1-mae:6181.36572 [412] validation_0-mae:5424.22217 validation_1-mae:6179.69727 [413] validation_0-mae:5420.12793 validation_1-mae:6178.70654 [414] validation_0-mae:5416.31934 validation_1-mae:6177.44971 [415] validation_0-mae:5415.04395 validation_1-mae:6177.33057 [416] validation_0-mae:5410.95752 validation_1-mae:6176.19922 [417] validation_0-mae:5408.14209 validation_1-mae:6175.19971 [418] validation_0-mae:5405.48389 validation_1-mae:6174.36768 [419] validation_0-mae:5404.32129 validation_1-mae:6173.71826 [420] validation_0-mae:5402.18994 validation_1-mae:6173.08691 [421] validation_0-mae:5399.61328 validation_1-mae:6172.80908 [422] validation_0-mae:5399.13867 validation_1-mae:6172.93799 [423] validation_0-mae:5396.95166 validation_1-mae:6172.45459 [424] validation_0-mae:5394.99365 validation_1-mae:6171.61426 [425] validation_0-mae:5394.03564 validation_1-mae:6171.54883 [426] validation_0-mae:5392.22461 validation_1-mae:6171.11084 [427] validation_0-mae:5389.76514 validation_1-mae:6170.51611 [428] validation_0-mae:5385.84180 validation_1-mae:6168.60498 [429] validation_0-mae:5383.82178 validation_1-mae:6168.33691 [430] validation_0-mae:5382.35352 validation_1-mae:6167.80127 [431] validation_0-mae:5380.94580 validation_1-mae:6166.77686 [432] validation_0-mae:5377.86816 validation_1-mae:6164.99512 [433] validation_0-mae:5375.53613 validation_1-mae:6165.36816 [434] validation_0-mae:5372.67041 validation_1-mae:6163.49268 [435] validation_0-mae:5371.05225 validation_1-mae:6163.35449 [436] validation_0-mae:5369.64941 validation_1-mae:6162.86182 [437] validation_0-mae:5369.15478 validation_1-mae:6162.79785 [438] validation_0-mae:5367.23291 validation_1-mae:6162.20020 [439] validation_0-mae:5366.77393 validation_1-mae:6162.49561 [440] validation_0-mae:5364.89746 validation_1-mae:6161.57129 [441] validation_0-mae:5363.18897 validation_1-mae:6161.12744 [442] validation_0-mae:5362.41455 validation_1-mae:6160.89014 [443] validation_0-mae:5359.08496 validation_1-mae:6158.85938 [444] validation_0-mae:5358.68164 validation_1-mae:6159.21436 [445] validation_0-mae:5357.19434 validation_1-mae:6158.29297 [446] validation_0-mae:5354.94922 validation_1-mae:6157.41455 [447] validation_0-mae:5351.99561 validation_1-mae:6155.50830 [448] validation_0-mae:5350.01709 validation_1-mae:6155.51855 [449] validation_0-mae:5346.89014 validation_1-mae:6154.45312 [450] validation_0-mae:5345.56445 validation_1-mae:6154.14893 [451] validation_0-mae:5343.80371 validation_1-mae:6153.73438 [452] validation_0-mae:5340.93603 validation_1-mae:6153.47559 [453] validation_0-mae:5339.42285 validation_1-mae:6153.74756 [454] validation_0-mae:5338.56592 validation_1-mae:6153.12598 [455] validation_0-mae:5337.06592 validation_1-mae:6152.91113 [456] validation_0-mae:5335.39502 validation_1-mae:6152.47998 [457] validation_0-mae:5334.64160 validation_1-mae:6152.35693 [458] validation_0-mae:5333.12353 validation_1-mae:6152.52978 [459] validation_0-mae:5332.34863 validation_1-mae:6152.38623 [460] validation_0-mae:5329.86719 validation_1-mae:6151.52734 [461] validation_0-mae:5327.95605 validation_1-mae:6151.67822 [462] validation_0-mae:5326.81006 validation_1-mae:6151.91016 [463] validation_0-mae:5325.65186 validation_1-mae:6151.96143 [464] validation_0-mae:5323.92383 validation_1-mae:6151.62988 [465] validation_0-mae:5322.58105 validation_1-mae:6152.38770 [466] validation_0-mae:5321.89941 validation_1-mae:6152.72949 [467] validation_0-mae:5321.34522 validation_1-mae:6152.43359 [468] validation_0-mae:5320.57324 validation_1-mae:6152.43603 [469] validation_0-mae:5319.03125 validation_1-mae:6152.94043 [470] validation_0-mae:5315.92188 validation_1-mae:6150.70850 [471] validation_0-mae:5313.96387 validation_1-mae:6150.24268 [472] validation_0-mae:5311.56152 validation_1-mae:6150.06787 [473] validation_0-mae:5309.00439 validation_1-mae:6149.15478 [474] validation_0-mae:5307.72705 validation_1-mae:6149.42773 [475] validation_0-mae:5305.96777 validation_1-mae:6149.47949 [476] validation_0-mae:5304.01758 validation_1-mae:6149.25732 [477] validation_0-mae:5302.47852 validation_1-mae:6148.67725 [478] validation_0-mae:5297.44336 validation_1-mae:6145.64551 [479] validation_0-mae:5295.55371 validation_1-mae:6144.92725 [480] validation_0-mae:5294.04199 validation_1-mae:6145.86133 [481] validation_0-mae:5290.91943 validation_1-mae:6145.83887 [482] validation_0-mae:5287.31397 validation_1-mae:6145.40039 [483] validation_0-mae:5285.92529 validation_1-mae:6144.20605 [484] validation_0-mae:5284.48779 validation_1-mae:6143.81006 [485] validation_0-mae:5283.20020 validation_1-mae:6143.38135 [486] validation_0-mae:5279.63965 validation_1-mae:6141.67627 [487] validation_0-mae:5278.09473 validation_1-mae:6141.59814 [488] validation_0-mae:5276.33105 validation_1-mae:6141.59717 [489] validation_0-mae:5275.30322 validation_1-mae:6140.64844 [490] validation_0-mae:5273.05566 validation_1-mae:6139.61328 [491] validation_0-mae:5271.09766 validation_1-mae:6140.32275 [492] validation_0-mae:5268.91992 validation_1-mae:6140.32471 [493] validation_0-mae:5267.04297 validation_1-mae:6140.42773 [494] validation_0-mae:5263.28809 validation_1-mae:6140.06543 [495] validation_0-mae:5259.89990 validation_1-mae:6138.78320 [496] validation_0-mae:5257.68897 validation_1-mae:6138.41992 [497] validation_0-mae:5255.19678 validation_1-mae:6137.05957 [498] validation_0-mae:5253.58057 validation_1-mae:6137.11377 [499] validation_0-mae:5251.17676 validation_1-mae:6135.75732 [500] validation_0-mae:5249.54150 validation_1-mae:6135.58105 [501] validation_0-mae:5247.46826 validation_1-mae:6135.35791 [502] validation_0-mae:5245.42188 validation_1-mae:6133.91064 [503] validation_0-mae:5243.76221 validation_1-mae:6133.40967 [504] validation_0-mae:5241.65772 validation_1-mae:6133.80908 [505] validation_0-mae:5240.28613 validation_1-mae:6134.08936 [506] validation_0-mae:5238.91211 validation_1-mae:6132.98438 [507] validation_0-mae:5237.43408 validation_1-mae:6132.80957 [508] validation_0-mae:5235.07129 validation_1-mae:6131.19678 [509] validation_0-mae:5233.13623 validation_1-mae:6130.75684 [510] validation_0-mae:5231.59277 validation_1-mae:6130.91211 [511] validation_0-mae:5229.03125 validation_1-mae:6130.71826 [512] validation_0-mae:5226.91016 validation_1-mae:6130.34326 [513] validation_0-mae:5224.60742 validation_1-mae:6131.12842 [514] validation_0-mae:5220.95947 validation_1-mae:6130.20166 [515] validation_0-mae:5219.69238 validation_1-mae:6130.20508 [516] validation_0-mae:5216.69385 validation_1-mae:6130.15576 [517] validation_0-mae:5215.06397 validation_1-mae:6131.06982 [518] validation_0-mae:5211.81397 validation_1-mae:6129.03809 [519] validation_0-mae:5210.28418 validation_1-mae:6129.17822 [520] validation_0-mae:5208.90967 validation_1-mae:6128.67188 [521] validation_0-mae:5205.63232 validation_1-mae:6129.18897 [522] validation_0-mae:5204.05859 validation_1-mae:6128.89990 [523] validation_0-mae:5203.56055 validation_1-mae:6128.71533 [524] validation_0-mae:5200.69971 validation_1-mae:6128.57031 [525] validation_0-mae:5198.00147 validation_1-mae:6128.01514 [526] validation_0-mae:5197.01025 validation_1-mae:6126.93213 [527] validation_0-mae:5195.98242 validation_1-mae:6126.77100 [528] validation_0-mae:5193.56934 validation_1-mae:6126.17773 [529] validation_0-mae:5192.45850 validation_1-mae:6126.18408 [530] validation_0-mae:5190.88770 validation_1-mae:6125.56152 [531] validation_0-mae:5187.91162 validation_1-mae:6123.77881 [532] validation_0-mae:5187.06006 validation_1-mae:6124.33740 [533] validation_0-mae:5185.00977 validation_1-mae:6123.75244 [534] validation_0-mae:5182.95508 validation_1-mae:6123.19775 [535] validation_0-mae:5181.35498 validation_1-mae:6122.71533 [536] validation_0-mae:5179.97363 validation_1-mae:6122.64062 [537] validation_0-mae:5177.53760 validation_1-mae:6122.58887 [538] validation_0-mae:5175.43311 validation_1-mae:6122.38184 [539] validation_0-mae:5174.01416 validation_1-mae:6121.84082 [540] validation_0-mae:5173.68262 validation_1-mae:6121.75342 [541] validation_0-mae:5171.28857 validation_1-mae:6120.84228 [542] validation_0-mae:5168.45557 validation_1-mae:6121.85889 [543] validation_0-mae:5167.76953 validation_1-mae:6121.96289 [544] validation_0-mae:5167.06055 validation_1-mae:6122.26367 [545] validation_0-mae:5165.57178 validation_1-mae:6121.90088 [546] validation_0-mae:5164.19092 validation_1-mae:6121.07178 [547] validation_0-mae:5162.54248 validation_1-mae:6120.45410 [548] validation_0-mae:5159.14404 validation_1-mae:6117.95801 [549] validation_0-mae:5155.45801 validation_1-mae:6117.05566 [550] validation_0-mae:5153.75488 validation_1-mae:6116.37207 [551] validation_0-mae:5152.38428 validation_1-mae:6116.35889 [552] validation_0-mae:5150.35596 validation_1-mae:6115.71289 [553] validation_0-mae:5148.89844 validation_1-mae:6114.93457 [554] validation_0-mae:5147.06006 validation_1-mae:6113.70264 [555] validation_0-mae:5144.77539 validation_1-mae:6113.20459 [556] validation_0-mae:5144.39355 validation_1-mae:6112.99121 [557] validation_0-mae:5144.08643 validation_1-mae:6113.48828 [558] validation_0-mae:5143.88281 validation_1-mae:6113.59424 [559] validation_0-mae:5142.00342 validation_1-mae:6113.35059 [560] validation_0-mae:5141.66064 validation_1-mae:6113.39893 [561] validation_0-mae:5140.31543 validation_1-mae:6113.18994 [562] validation_0-mae:5139.66406 validation_1-mae:6112.58350 [563] validation_0-mae:5138.53906 validation_1-mae:6111.77393 [564] validation_0-mae:5136.71143 validation_1-mae:6111.54346 [565] validation_0-mae:5135.28955 validation_1-mae:6112.56445 [566] validation_0-mae:5133.96582 validation_1-mae:6112.26807 [567] validation_0-mae:5132.14209 validation_1-mae:6112.10059 [568] validation_0-mae:5130.74805 validation_1-mae:6112.62061 [569] validation_0-mae:5129.79248 validation_1-mae:6112.08936 [570] validation_0-mae:5128.26172 validation_1-mae:6111.24121 [571] validation_0-mae:5125.58350 validation_1-mae:6110.36035 [572] validation_0-mae:5123.73828 validation_1-mae:6110.20361 [573] validation_0-mae:5122.77539 validation_1-mae:6109.51416 [574] validation_0-mae:5120.07617 validation_1-mae:6109.81494 [575] validation_0-mae:5117.20459 validation_1-mae:6110.42969 [576] validation_0-mae:5115.19092 validation_1-mae:6109.58057 [577] validation_0-mae:5111.41504 validation_1-mae:6106.72363 [578] validation_0-mae:5109.47803 validation_1-mae:6106.71191 [579] validation_0-mae:5107.29053 validation_1-mae:6106.05078 [580] validation_0-mae:5103.53662 validation_1-mae:6105.99268 [581] validation_0-mae:5101.19092 validation_1-mae:6106.41992 [582] validation_0-mae:5100.32178 validation_1-mae:6105.98975 [583] validation_0-mae:5099.42773 validation_1-mae:6105.29590 [584] validation_0-mae:5097.91211 validation_1-mae:6105.24316 [585] validation_0-mae:5094.87939 validation_1-mae:6105.75781 [586] validation_0-mae:5091.65674 validation_1-mae:6104.38965 [587] validation_0-mae:5089.36572 validation_1-mae:6103.34619 [588] validation_0-mae:5087.98877 validation_1-mae:6102.96728 [589] validation_0-mae:5087.04932 validation_1-mae:6102.86133 [590] validation_0-mae:5085.55029 validation_1-mae:6102.31543 [591] validation_0-mae:5083.63867 validation_1-mae:6101.94531 [592] validation_0-mae:5082.02197 validation_1-mae:6101.85889 [593] validation_0-mae:5080.44141 validation_1-mae:6100.99219 [594] validation_0-mae:5078.48535 validation_1-mae:6100.49023 [595] validation_0-mae:5076.12109 validation_1-mae:6100.36523 [596] validation_0-mae:5076.06201 validation_1-mae:6100.38184 [597] validation_0-mae:5074.06348 validation_1-mae:6100.01172 [598] validation_0-mae:5071.86279 validation_1-mae:6098.81348 [599] validation_0-mae:5069.54004 validation_1-mae:6098.53174 [600] validation_0-mae:5067.71484 validation_1-mae:6098.24365 [601] validation_0-mae:5065.88281 validation_1-mae:6097.71631 [602] validation_0-mae:5064.67041 validation_1-mae:6098.18457 [603] validation_0-mae:5062.66309 validation_1-mae:6097.22705 [604] validation_0-mae:5060.32764 validation_1-mae:6097.17139 [605] validation_0-mae:5058.90576 validation_1-mae:6096.36426 [606] validation_0-mae:5057.27783 validation_1-mae:6096.25537 [607] validation_0-mae:5056.62549 validation_1-mae:6096.68311 [608] validation_0-mae:5056.20020 validation_1-mae:6096.78320 [609] validation_0-mae:5055.58887 validation_1-mae:6097.22900 [610] validation_0-mae:5054.56885 validation_1-mae:6097.15430 [611] validation_0-mae:5053.77783 validation_1-mae:6096.69775 [612] validation_0-mae:5052.30811 validation_1-mae:6096.27686 [613] validation_0-mae:5050.32666 validation_1-mae:6095.78613 [614] validation_0-mae:5048.55811 validation_1-mae:6094.90674 [615] validation_0-mae:5047.73340 validation_1-mae:6095.29834 [616] validation_0-mae:5046.90918 validation_1-mae:6095.30078 [617] validation_0-mae:5044.59717 validation_1-mae:6094.44678 [618] validation_0-mae:5043.83789 validation_1-mae:6094.50098 [619] validation_0-mae:5042.57227 validation_1-mae:6093.71338 [620] validation_0-mae:5040.77539 validation_1-mae:6093.21191 [621] validation_0-mae:5038.37793 validation_1-mae:6092.25586 [622] validation_0-mae:5037.37207 validation_1-mae:6092.41895 [623] validation_0-mae:5036.64307 validation_1-mae:6091.92334 [624] validation_0-mae:5035.62353 validation_1-mae:6091.79102 [625] validation_0-mae:5034.20605 validation_1-mae:6091.54688 [626] validation_0-mae:5034.04883 validation_1-mae:6091.46582 [627] validation_0-mae:5033.54053 validation_1-mae:6091.69238 [628] validation_0-mae:5030.88232 validation_1-mae:6090.60547 [629] validation_0-mae:5029.40332 validation_1-mae:6090.11523 [630] validation_0-mae:5027.61377 validation_1-mae:6089.58789 [631] validation_0-mae:5025.81885 validation_1-mae:6089.71240 [632] validation_0-mae:5023.76318 validation_1-mae:6089.39111 [633] validation_0-mae:5021.54980 validation_1-mae:6087.86621 [634] validation_0-mae:5019.05908 validation_1-mae:6087.46631 [635] validation_0-mae:5017.30127 validation_1-mae:6087.07861 [636] validation_0-mae:5015.78418 validation_1-mae:6087.23193 [637] validation_0-mae:5013.56103 validation_1-mae:6086.66650 [638] validation_0-mae:5011.14941 validation_1-mae:6085.96875 [639] validation_0-mae:5010.05518 validation_1-mae:6085.54785 [640] validation_0-mae:5008.75684 validation_1-mae:6085.34863 [641] validation_0-mae:5007.71387 validation_1-mae:6085.27539 [642] validation_0-mae:5006.50586 validation_1-mae:6084.49951 [643] validation_0-mae:5005.20801 validation_1-mae:6083.90772 [644] validation_0-mae:5003.48096 validation_1-mae:6083.74170 [645] validation_0-mae:5003.42432 validation_1-mae:6083.74512 [646] validation_0-mae:5002.73828 validation_1-mae:6083.79199 [647] validation_0-mae:5000.93018 validation_1-mae:6082.72022 [648] validation_0-mae:4999.62305 validation_1-mae:6083.19043 [649] validation_0-mae:4998.18359 validation_1-mae:6082.94580 [650] validation_0-mae:4996.99072 validation_1-mae:6082.47705 [651] validation_0-mae:4995.71533 validation_1-mae:6081.93799 [652] validation_0-mae:4994.72705 validation_1-mae:6082.09228 [653] validation_0-mae:4993.75732 validation_1-mae:6081.55322 [654] validation_0-mae:4992.14111 validation_1-mae:6081.80762 [655] validation_0-mae:4991.49756 validation_1-mae:6081.77686 [656] validation_0-mae:4989.83984 validation_1-mae:6081.29248 [657] validation_0-mae:4988.72119 validation_1-mae:6081.50488 [658] validation_0-mae:4987.93945 validation_1-mae:6081.37158 [659] validation_0-mae:4986.36426 validation_1-mae:6080.91455 [660] validation_0-mae:4985.35840 validation_1-mae:6080.77002 [661] validation_0-mae:4984.29053 validation_1-mae:6080.88477 [662] validation_0-mae:4983.26123 validation_1-mae:6080.88232 [663] validation_0-mae:4982.21143 validation_1-mae:6080.12549 [664] validation_0-mae:4979.33252 validation_1-mae:6079.32861 [665] validation_0-mae:4978.03906 validation_1-mae:6079.20215 [666] validation_0-mae:4977.05615 validation_1-mae:6078.73193 [667] validation_0-mae:4975.39014 validation_1-mae:6078.96777 [668] validation_0-mae:4972.66650 validation_1-mae:6078.20850 [669] validation_0-mae:4971.12598 validation_1-mae:6077.54395 [670] validation_0-mae:4970.01709 validation_1-mae:6078.09131 [671] validation_0-mae:4968.63281 validation_1-mae:6077.66064 [672] validation_0-mae:4966.62109 validation_1-mae:6077.85400 [673] validation_0-mae:4964.81982 validation_1-mae:6077.48535 [674] validation_0-mae:4963.81494 validation_1-mae:6077.96875 [675] validation_0-mae:4962.23535 validation_1-mae:6078.59619 [676] validation_0-mae:4961.41553 validation_1-mae:6078.71728 [677] validation_0-mae:4960.41504 validation_1-mae:6078.85254 [678] validation_0-mae:4957.54395 validation_1-mae:6078.27002 [679] validation_0-mae:4956.61182 validation_1-mae:6078.46728 [680] validation_0-mae:4954.70361 validation_1-mae:6077.75098 [681] validation_0-mae:4954.10205 validation_1-mae:6078.12353 [682] validation_0-mae:4953.65332 validation_1-mae:6077.93018 [683] validation_0-mae:4951.41992 validation_1-mae:6078.12451 [684] validation_0-mae:4948.97754 validation_1-mae:6078.75537 [685] validation_0-mae:4946.90234 validation_1-mae:6079.19580 [686] validation_0-mae:4945.84814 validation_1-mae:6078.67871 [687] validation_0-mae:4944.58740 validation_1-mae:6078.44629 [688] validation_0-mae:4940.98633 validation_1-mae:6077.99609 [689] validation_0-mae:4938.86475 validation_1-mae:6078.38477 [690] validation_0-mae:4937.61230 validation_1-mae:6077.94238 [691] validation_0-mae:4935.82910 validation_1-mae:6077.64795 [692] validation_0-mae:4934.07129 validation_1-mae:6078.75439 [693] validation_0-mae:4931.59570 validation_1-mae:6077.14160 [694] validation_0-mae:4929.93652 validation_1-mae:6076.54785 [695] validation_0-mae:4928.33252 validation_1-mae:6077.53857 [696] validation_0-mae:4927.52002 validation_1-mae:6076.99268 [697] validation_0-mae:4926.17969 validation_1-mae:6076.85547 [698] validation_0-mae:4924.89355 validation_1-mae:6076.22070 [699] validation_0-mae:4924.21289 validation_1-mae:6076.24658 [700] validation_0-mae:4923.41309 validation_1-mae:6076.50781 [701] validation_0-mae:4922.53516 validation_1-mae:6076.06152 [702] validation_0-mae:4920.43213 validation_1-mae:6075.92334 [703] validation_0-mae:4919.85059 validation_1-mae:6075.34082 [704] validation_0-mae:4918.67432 validation_1-mae:6075.48535 [705] validation_0-mae:4916.97266 validation_1-mae:6076.32422 [706] validation_0-mae:4916.01367 validation_1-mae:6076.52588 [707] validation_0-mae:4915.12744 validation_1-mae:6076.60938 [708] validation_0-mae:4912.37695 validation_1-mae:6075.85742 [709] validation_0-mae:4911.33887 validation_1-mae:6075.39453 [710] validation_0-mae:4911.01562 validation_1-mae:6075.36523 [711] validation_0-mae:4910.73584 validation_1-mae:6075.49268 [712] validation_0-mae:4909.73340 validation_1-mae:6075.66992 [713] validation_0-mae:4908.13184 validation_1-mae:6075.44971 [714] validation_0-mae:4906.31103 validation_1-mae:6075.51562 [715] validation_0-mae:4905.08643 validation_1-mae:6074.70264 [716] validation_0-mae:4902.79199 validation_1-mae:6074.16602 [717] validation_0-mae:4900.99512 validation_1-mae:6073.16455 [718] validation_0-mae:4898.65918 validation_1-mae:6072.63037 [719] validation_0-mae:4895.62207 validation_1-mae:6072.97266 [720] validation_0-mae:4894.24414 validation_1-mae:6072.93164 [721] validation_0-mae:4893.08643 validation_1-mae:6073.03857 [722] validation_0-mae:4891.50879 validation_1-mae:6072.50977 [723] validation_0-mae:4889.84522 validation_1-mae:6072.14404 [724] validation_0-mae:4888.23682 validation_1-mae:6072.10400 [725] validation_0-mae:4886.35303 validation_1-mae:6072.36328 [726] validation_0-mae:4884.13184 validation_1-mae:6071.94336 [727] validation_0-mae:4882.07031 validation_1-mae:6071.36475 [728] validation_0-mae:4880.28320 validation_1-mae:6071.31787 [729] validation_0-mae:4878.14795 validation_1-mae:6071.54004 [730] validation_0-mae:4876.37109 validation_1-mae:6071.20557 [731] validation_0-mae:4875.21045 validation_1-mae:6070.80713 [732] validation_0-mae:4874.30176 validation_1-mae:6070.99414 [733] validation_0-mae:4873.72656 validation_1-mae:6070.74951 [734] validation_0-mae:4872.72363 validation_1-mae:6070.69678 [735] validation_0-mae:4868.98291 validation_1-mae:6068.25635 [736] validation_0-mae:4867.62842 validation_1-mae:6068.50195 [737] validation_0-mae:4866.95068 validation_1-mae:6068.29883 [738] validation_0-mae:4865.95361 validation_1-mae:6068.40039 [739] validation_0-mae:4864.09570 validation_1-mae:6068.33105 [740] validation_0-mae:4862.26611 validation_1-mae:6067.66992 [741] validation_0-mae:4861.36084 validation_1-mae:6067.09912 [742] validation_0-mae:4860.25684 validation_1-mae:6066.35303 [743] validation_0-mae:4858.66602 validation_1-mae:6066.10400 [744] validation_0-mae:4857.02100 validation_1-mae:6065.83105 [745] validation_0-mae:4856.74658 validation_1-mae:6065.66260 [746] validation_0-mae:4854.90381 validation_1-mae:6065.39111 [747] validation_0-mae:4852.76514 validation_1-mae:6064.71777 [748] validation_0-mae:4851.34228 validation_1-mae:6064.64111 [749] validation_0-mae:4849.37012 validation_1-mae:6063.61475 [750] validation_0-mae:4847.93359 validation_1-mae:6063.02783 [751] validation_0-mae:4847.14600 validation_1-mae:6063.68115 [752] validation_0-mae:4845.86182 validation_1-mae:6063.69678 [753] validation_0-mae:4843.41650 validation_1-mae:6062.00635 [754] validation_0-mae:4842.62647 validation_1-mae:6061.84619 [755] validation_0-mae:4841.38281 validation_1-mae:6061.93115 [756] validation_0-mae:4840.91211 validation_1-mae:6061.77881 [757] validation_0-mae:4840.00000 validation_1-mae:6062.14795 [758] validation_0-mae:4839.77393 validation_1-mae:6061.93652 [759] validation_0-mae:4838.73291 validation_1-mae:6062.24219 [760] validation_0-mae:4838.40430 validation_1-mae:6062.28955 [761] validation_0-mae:4836.88770 validation_1-mae:6061.72314 [762] validation_0-mae:4834.97412 validation_1-mae:6060.35938 [763] validation_0-mae:4833.31934 validation_1-mae:6060.28857 [764] validation_0-mae:4830.80713 validation_1-mae:6059.09424 [765] validation_0-mae:4828.66748 validation_1-mae:6058.52246 [766] validation_0-mae:4826.65283 validation_1-mae:6057.83398 [767] validation_0-mae:4824.73584 validation_1-mae:6057.25635 [768] validation_0-mae:4823.12353 validation_1-mae:6056.89111 [769] validation_0-mae:4822.22705 validation_1-mae:6056.69287 [770] validation_0-mae:4820.76709 validation_1-mae:6056.42383 [771] validation_0-mae:4819.56494 validation_1-mae:6056.35693 [772] validation_0-mae:4818.81494 validation_1-mae:6056.25830 [773] validation_0-mae:4818.26367 validation_1-mae:6056.07617 [774] validation_0-mae:4816.33105 validation_1-mae:6055.85059 [775] validation_0-mae:4814.60400 validation_1-mae:6054.67822 [776] validation_0-mae:4813.98291 validation_1-mae:6054.83252 [777] validation_0-mae:4810.82080 validation_1-mae:6053.18603 [778] validation_0-mae:4808.98193 validation_1-mae:6052.73926 [779] validation_0-mae:4808.25928 validation_1-mae:6052.84375 [780] validation_0-mae:4806.58496 validation_1-mae:6052.18750 [781] validation_0-mae:4805.20020 validation_1-mae:6052.61426 [782] validation_0-mae:4803.03174 validation_1-mae:6052.03516 [783] validation_0-mae:4801.29297 validation_1-mae:6052.01807 [784] validation_0-mae:4799.47363 validation_1-mae:6051.76074 [785] validation_0-mae:4797.64062 validation_1-mae:6051.30908 [786] validation_0-mae:4797.09375 validation_1-mae:6051.29346 [787] validation_0-mae:4794.88086 validation_1-mae:6050.87500 [788] validation_0-mae:4793.98047 validation_1-mae:6050.85693 [789] validation_0-mae:4792.05029 validation_1-mae:6050.83447 [790] validation_0-mae:4789.83984 validation_1-mae:6051.66162 [791] validation_0-mae:4787.78076 validation_1-mae:6052.63965 [792] validation_0-mae:4785.93359 validation_1-mae:6052.68848 [793] validation_0-mae:4784.71387 validation_1-mae:6053.06006 [794] validation_0-mae:4783.97656 validation_1-mae:6052.69775 [795] validation_0-mae:4782.98193 validation_1-mae:6052.68848 [796] validation_0-mae:4781.46631 validation_1-mae:6052.22900 [797] validation_0-mae:4779.92676 validation_1-mae:6052.38184 [798] validation_0-mae:4778.40088 validation_1-mae:6053.04688 [799] validation_0-mae:4776.99561 validation_1-mae:6053.09033 [800] validation_0-mae:4775.22412 validation_1-mae:6052.63086 [801] validation_0-mae:4773.86084 validation_1-mae:6052.59424 [802] validation_0-mae:4773.11865 validation_1-mae:6052.50781 [803] validation_0-mae:4772.18359 validation_1-mae:6052.58984 [804] validation_0-mae:4771.15527 validation_1-mae:6052.86621 [805] validation_0-mae:4770.79590 validation_1-mae:6053.00928 [806] validation_0-mae:4770.56836 validation_1-mae:6052.93897 [807] validation_0-mae:4768.42773 validation_1-mae:6053.28711 [808] validation_0-mae:4767.32129 validation_1-mae:6052.92773 [809] validation_0-mae:4766.21875 validation_1-mae:6052.69971 [810] validation_0-mae:4765.52734 validation_1-mae:6053.16602 [811] validation_0-mae:4764.02637 validation_1-mae:6052.64990 [812] validation_0-mae:4762.97070 validation_1-mae:6052.25342 [813] validation_0-mae:4761.77881 validation_1-mae:6052.22168 [814] validation_0-mae:4759.08203 validation_1-mae:6050.79248 [815] validation_0-mae:4757.58447 validation_1-mae:6050.02490 [816] validation_0-mae:4756.66309 validation_1-mae:6050.37549 [817] validation_0-mae:4756.29639 validation_1-mae:6050.39600 [818] validation_0-mae:4755.44092 validation_1-mae:6050.63330 [819] validation_0-mae:4755.31348 validation_1-mae:6050.62549 [820] validation_0-mae:4752.56592 validation_1-mae:6050.41162 [821] validation_0-mae:4751.47900 validation_1-mae:6050.34473 [822] validation_0-mae:4751.21436 validation_1-mae:6050.32568 [823] validation_0-mae:4750.50000 validation_1-mae:6049.94873 [824] validation_0-mae:4749.72949 validation_1-mae:6049.66406 [825] validation_0-mae:4748.31397 validation_1-mae:6049.16992 [826] validation_0-mae:4745.87744 validation_1-mae:6048.24414 [827] validation_0-mae:4742.70117 validation_1-mae:6046.93555 [828] validation_0-mae:4741.11133 validation_1-mae:6047.69824 [829] validation_0-mae:4740.55566 validation_1-mae:6047.88135 [830] validation_0-mae:4738.96143 validation_1-mae:6047.17432 [831] validation_0-mae:4738.05615 validation_1-mae:6047.10498 [832] validation_0-mae:4736.84375 validation_1-mae:6047.30371 [833] validation_0-mae:4735.52637 validation_1-mae:6046.80225 [834] validation_0-mae:4733.81103 validation_1-mae:6047.03125 [835] validation_0-mae:4732.04395 validation_1-mae:6047.10205 [836] validation_0-mae:4729.90186 validation_1-mae:6046.79297 [837] validation_0-mae:4729.10986 validation_1-mae:6046.14697 [838] validation_0-mae:4728.34277 validation_1-mae:6046.01123 [839] validation_0-mae:4727.41943 validation_1-mae:6045.92480 [840] validation_0-mae:4725.65234 validation_1-mae:6046.29443 [841] validation_0-mae:4723.92969 validation_1-mae:6046.31738 [842] validation_0-mae:4722.93555 validation_1-mae:6046.49707 [843] validation_0-mae:4722.21582 validation_1-mae:6045.95654 [844] validation_0-mae:4721.03418 validation_1-mae:6046.18408 [845] validation_0-mae:4720.10303 validation_1-mae:6045.45654 [846] validation_0-mae:4719.11279 validation_1-mae:6044.84473 [847] validation_0-mae:4717.23730 validation_1-mae:6044.50879 [848] validation_0-mae:4714.87012 validation_1-mae:6044.63428 [849] validation_0-mae:4713.85498 validation_1-mae:6044.61279 [850] validation_0-mae:4711.94727 validation_1-mae:6044.47998 [851] validation_0-mae:4710.34424 validation_1-mae:6043.63574 [852] validation_0-mae:4708.84082 validation_1-mae:6043.77295 [853] validation_0-mae:4707.40674 validation_1-mae:6044.43359 [854] validation_0-mae:4705.32617 validation_1-mae:6042.80859 [855] validation_0-mae:4703.84424 validation_1-mae:6043.20264 [856] validation_0-mae:4702.36426 validation_1-mae:6043.58105 [857] validation_0-mae:4699.87842 validation_1-mae:6042.66357 [858] validation_0-mae:4698.75928 validation_1-mae:6043.39307 [859] validation_0-mae:4696.37695 validation_1-mae:6041.84668 [860] validation_0-mae:4695.69336 validation_1-mae:6041.85010 [861] validation_0-mae:4693.84570 validation_1-mae:6041.32031 [862] validation_0-mae:4691.52393 validation_1-mae:6040.64648 [863] validation_0-mae:4689.91211 validation_1-mae:6041.54590 [864] validation_0-mae:4688.72852 validation_1-mae:6041.65576 [865] validation_0-mae:4687.46094 validation_1-mae:6041.46533 [866] validation_0-mae:4685.98047 validation_1-mae:6041.87109 [867] validation_0-mae:4683.97168 validation_1-mae:6041.85938 [868] validation_0-mae:4683.21436 validation_1-mae:6041.91309 [869] validation_0-mae:4681.56836 validation_1-mae:6042.29590 [870] validation_0-mae:4680.60107 validation_1-mae:6042.59375 [871] validation_0-mae:4678.64014 validation_1-mae:6041.92529 [872] validation_0-mae:4677.46631 validation_1-mae:6042.13086 [873] validation_0-mae:4676.47705 validation_1-mae:6041.72607 [874] validation_0-mae:4674.93457 validation_1-mae:6041.73291 [875] validation_0-mae:4673.37012 validation_1-mae:6041.39209 [876] validation_0-mae:4672.16406 validation_1-mae:6041.27295 [877] validation_0-mae:4670.50391 validation_1-mae:6041.30811 [878] validation_0-mae:4669.24512 validation_1-mae:6041.14258 [879] validation_0-mae:4668.25342 validation_1-mae:6041.38135 [880] validation_0-mae:4667.52930 validation_1-mae:6040.97900 [881] validation_0-mae:4666.17871 validation_1-mae:6040.28125 [882] validation_0-mae:4664.88574 validation_1-mae:6040.16064 [883] validation_0-mae:4663.49609 validation_1-mae:6040.74561 [884] validation_0-mae:4662.52295 validation_1-mae:6041.14258 [885] validation_0-mae:4661.52441 validation_1-mae:6041.00732 [886] validation_0-mae:4660.32715 validation_1-mae:6040.83789 [887] validation_0-mae:4659.36768 validation_1-mae:6040.52588 [888] validation_0-mae:4658.75098 validation_1-mae:6040.56836 [889] validation_0-mae:4657.17676 validation_1-mae:6040.36572 [890] validation_0-mae:4655.77393 validation_1-mae:6040.04199 [891] validation_0-mae:4654.51221 validation_1-mae:6039.80078 [892] validation_0-mae:4653.82959 validation_1-mae:6040.09668 [893] validation_0-mae:4653.16309 validation_1-mae:6040.08594 [894] validation_0-mae:4652.00830 validation_1-mae:6039.66748 [895] validation_0-mae:4651.47266 validation_1-mae:6039.45459 [896] validation_0-mae:4649.65869 validation_1-mae:6039.29053 [897] validation_0-mae:4647.86475 validation_1-mae:6039.29883 [898] validation_0-mae:4646.93701 validation_1-mae:6039.14111 [899] validation_0-mae:4644.93555 validation_1-mae:6038.22803 [900] validation_0-mae:4643.50391 validation_1-mae:6038.63428 [901] validation_0-mae:4642.04492 validation_1-mae:6037.88135 [902] validation_0-mae:4641.57227 validation_1-mae:6037.90918 [903] validation_0-mae:4640.21240 validation_1-mae:6037.58838 [904] validation_0-mae:4638.71289 validation_1-mae:6037.44385 [905] validation_0-mae:4637.05176 validation_1-mae:6036.27588 [906] validation_0-mae:4636.09570 validation_1-mae:6036.91455 [907] validation_0-mae:4635.29688 validation_1-mae:6036.83545 [908] validation_0-mae:4635.00879 validation_1-mae:6037.03955 [909] validation_0-mae:4634.89746 validation_1-mae:6037.09131 [910] validation_0-mae:4633.98730 validation_1-mae:6037.41992 [911] validation_0-mae:4632.97266 validation_1-mae:6037.11621 [912] validation_0-mae:4631.70508 validation_1-mae:6037.27100 [913] validation_0-mae:4630.22168 validation_1-mae:6037.55664 [914] validation_0-mae:4628.83203 validation_1-mae:6037.47119 [915] validation_0-mae:4627.47852 validation_1-mae:6037.25391 [916] validation_0-mae:4626.29346 validation_1-mae:6036.89600 [917] validation_0-mae:4626.09375 validation_1-mae:6037.01025 [918] validation_0-mae:4625.46924 validation_1-mae:6036.62744 [919] validation_0-mae:4624.65039 validation_1-mae:6036.48682 [920] validation_0-mae:4623.87012 validation_1-mae:6036.24951 [921] validation_0-mae:4622.94141 validation_1-mae:6036.45801 [922] validation_0-mae:4621.35986 validation_1-mae:6037.16162 [923] validation_0-mae:4620.71094 validation_1-mae:6037.17285 [924] validation_0-mae:4619.37744 validation_1-mae:6036.79346 [925] validation_0-mae:4619.19531 validation_1-mae:6036.76270 [926] validation_0-mae:4618.71191 validation_1-mae:6036.60840 [927] validation_0-mae:4618.00439 validation_1-mae:6036.77734 [928] validation_0-mae:4616.66504 validation_1-mae:6036.58496 [929] validation_0-mae:4615.76904 validation_1-mae:6036.45703 [930] validation_0-mae:4614.79785 validation_1-mae:6036.82275 [931] validation_0-mae:4614.39697 validation_1-mae:6036.46094 [932] validation_0-mae:4613.68115 validation_1-mae:6036.48682 [933] validation_0-mae:4611.95557 validation_1-mae:6036.61523 [934] validation_0-mae:4610.69287 validation_1-mae:6036.06934 [935] validation_0-mae:4609.15186 validation_1-mae:6035.43750 [936] validation_0-mae:4607.40869 validation_1-mae:6035.79102 [937] validation_0-mae:4605.86865 validation_1-mae:6035.76611 [938] validation_0-mae:4605.26367 validation_1-mae:6035.78662 [939] validation_0-mae:4604.15283 validation_1-mae:6035.48486 [940] validation_0-mae:4603.59814 validation_1-mae:6035.64502 [941] validation_0-mae:4602.49805 validation_1-mae:6035.55762 [942] validation_0-mae:4601.25928 validation_1-mae:6034.98779 [943] validation_0-mae:4599.40918 validation_1-mae:6035.01074 [944] validation_0-mae:4598.19775 validation_1-mae:6035.47412 [945] validation_0-mae:4597.03418 validation_1-mae:6035.20117 [946] validation_0-mae:4595.61377 validation_1-mae:6034.69287 [947] validation_0-mae:4595.57520 validation_1-mae:6034.70850 [948] validation_0-mae:4593.84033 validation_1-mae:6034.44971 [949] validation_0-mae:4592.59863 validation_1-mae:6034.09277 [950] validation_0-mae:4590.51123 validation_1-mae:6033.77978 [951] validation_0-mae:4589.68994 validation_1-mae:6033.52539 [952] validation_0-mae:4588.00293 validation_1-mae:6034.05371 [953] validation_0-mae:4585.66748 validation_1-mae:6033.54297 [954] validation_0-mae:4584.14209 validation_1-mae:6033.11426 [955] validation_0-mae:4583.72656 validation_1-mae:6033.29004 [956] validation_0-mae:4582.67676 validation_1-mae:6033.61621 [957] validation_0-mae:4580.80859 validation_1-mae:6033.26221 [958] validation_0-mae:4579.27246 validation_1-mae:6032.88916 [959] validation_0-mae:4577.95850 validation_1-mae:6032.65283 [960] validation_0-mae:4576.10254 validation_1-mae:6032.72803 [961] validation_0-mae:4574.81689 validation_1-mae:6032.17236 [962] validation_0-mae:4574.07129 validation_1-mae:6032.31006 [963] validation_0-mae:4572.71728 validation_1-mae:6032.26416 [964] validation_0-mae:4571.61133 validation_1-mae:6032.00732 [965] validation_0-mae:4570.03272 validation_1-mae:6031.58301 [966] validation_0-mae:4569.31152 validation_1-mae:6031.52734 [967] validation_0-mae:4567.80859 validation_1-mae:6031.32422 [968] validation_0-mae:4566.11035 validation_1-mae:6030.87402 [969] validation_0-mae:4564.60498 validation_1-mae:6031.11475 [970] validation_0-mae:4563.94775 validation_1-mae:6031.18506 [971] validation_0-mae:4562.49072 validation_1-mae:6030.60254 [972] validation_0-mae:4560.95605 validation_1-mae:6030.92627 [973] validation_0-mae:4559.51221 validation_1-mae:6030.99072 [974] validation_0-mae:4558.65478 validation_1-mae:6030.92627 [975] validation_0-mae:4557.52100 validation_1-mae:6030.44287 [976] validation_0-mae:4556.24365 validation_1-mae:6030.91699 [977] validation_0-mae:4554.77100 validation_1-mae:6031.13525 [978] validation_0-mae:4553.96240 validation_1-mae:6030.76025 [979] validation_0-mae:4552.12500 validation_1-mae:6032.04102 [980] validation_0-mae:4550.31152 validation_1-mae:6031.91309 [981] validation_0-mae:4548.86475 validation_1-mae:6031.20898 [982] validation_0-mae:4548.02734 validation_1-mae:6031.10205 [983] validation_0-mae:4546.99609 validation_1-mae:6030.78564 [984] validation_0-mae:4545.96094 validation_1-mae:6030.76660 [985] validation_0-mae:4544.89014 validation_1-mae:6030.91699 [986] validation_0-mae:4542.44385 validation_1-mae:6030.59131 [987] validation_0-mae:4541.56299 validation_1-mae:6030.62598 [988] validation_0-mae:4540.40430 validation_1-mae:6030.61133 [989] validation_0-mae:4539.54541 validation_1-mae:6030.64990 [990] validation_0-mae:4538.56103 validation_1-mae:6030.87842 [991] validation_0-mae:4537.06055 validation_1-mae:6030.97266 [992] validation_0-mae:4535.94482 validation_1-mae:6030.18164 [993] validation_0-mae:4534.69189 validation_1-mae:6029.68359 [994] validation_0-mae:4533.52686 validation_1-mae:6029.78857 [995] validation_0-mae:4532.56445 validation_1-mae:6029.73438 [996] validation_0-mae:4532.23779 validation_1-mae:6029.58105 [997] validation_0-mae:4530.40234 validation_1-mae:6029.77588 [998] validation_0-mae:4530.02490 validation_1-mae:6029.74316 [999] validation_0-mae:4529.39893 validation_1-mae:6030.03223 [1000] validation_0-mae:4528.60107 validation_1-mae:6030.10156 [1001] validation_0-mae:4526.77588 validation_1-mae:6030.14697 [1002] validation_0-mae:4525.30127 validation_1-mae:6030.79688 [1003] validation_0-mae:4524.87695 validation_1-mae:6030.66357 [1004] validation_0-mae:4523.75537 validation_1-mae:6030.49609 [1005] validation_0-mae:4522.29443 validation_1-mae:6030.70801 [1006] validation_0-mae:4521.11035 validation_1-mae:6030.74170 [1007] validation_0-mae:4519.83398 validation_1-mae:6030.92627 [1008] validation_0-mae:4519.31348 validation_1-mae:6031.32324 [1009] validation_0-mae:4517.52197 validation_1-mae:6031.15820 [1010] validation_0-mae:4516.36377 validation_1-mae:6030.75732 [1011] validation_0-mae:4515.48145 validation_1-mae:6030.77881 [1012] validation_0-mae:4514.11328 validation_1-mae:6030.97803 [1013] validation_0-mae:4512.98145 validation_1-mae:6031.31103 [1014] validation_0-mae:4511.65381 validation_1-mae:6030.59424 [1015] validation_0-mae:4510.66504 validation_1-mae:6030.50586 [1016] validation_0-mae:4509.89307 validation_1-mae:6030.50049 [1017] validation_0-mae:4507.96289 validation_1-mae:6030.66260 [1018] validation_0-mae:4506.93018 validation_1-mae:6030.59912 [1019] validation_0-mae:4506.12256 validation_1-mae:6030.80225 [1020] validation_0-mae:4506.01611 validation_1-mae:6030.68164 [1021] validation_0-mae:4504.79199 validation_1-mae:6030.64209 [1022] validation_0-mae:4503.92041 validation_1-mae:6030.32520 [1023] validation_0-mae:4502.99951 validation_1-mae:6030.18897 [1024] validation_0-mae:4501.98047 validation_1-mae:6030.16602 [1025] validation_0-mae:4500.55176 validation_1-mae:6030.51318 [1026] validation_0-mae:4498.78272 validation_1-mae:6029.89111 [1027] validation_0-mae:4496.72314 validation_1-mae:6028.92236 [1028] validation_0-mae:4495.84228 validation_1-mae:6028.98828 [1029] validation_0-mae:4494.58447 validation_1-mae:6028.86035 [1030] validation_0-mae:4492.94678 validation_1-mae:6028.24121 [1031] validation_0-mae:4491.26172 validation_1-mae:6028.12061 [1032] validation_0-mae:4489.30176 validation_1-mae:6027.40674 [1033] validation_0-mae:4488.61182 validation_1-mae:6027.24951 [1034] validation_0-mae:4488.13281 validation_1-mae:6027.67969 [1035] validation_0-mae:4486.61621 validation_1-mae:6027.34570 [1036] validation_0-mae:4484.74658 validation_1-mae:6027.80615 [1037] validation_0-mae:4484.26904 validation_1-mae:6027.84180 [1038] validation_0-mae:4482.23633 validation_1-mae:6026.65820 [1039] validation_0-mae:4480.69385 validation_1-mae:6026.83203 [1040] validation_0-mae:4479.37793 validation_1-mae:6027.16455 [1041] validation_0-mae:4478.07715 validation_1-mae:6026.72510 [1042] validation_0-mae:4476.53027 validation_1-mae:6025.99023 [1043] validation_0-mae:4475.41553 validation_1-mae:6026.62842 [1044] validation_0-mae:4474.77148 validation_1-mae:6026.63037 [1045] validation_0-mae:4473.68799 validation_1-mae:6026.49658 [1046] validation_0-mae:4472.90137 validation_1-mae:6026.44482 [1047] validation_0-mae:4471.54492 validation_1-mae:6025.83496 [1048] validation_0-mae:4471.26172 validation_1-mae:6026.08252 [1049] validation_0-mae:4470.37793 validation_1-mae:6026.24219 [1050] validation_0-mae:4468.60938 validation_1-mae:6025.17383 [1051] validation_0-mae:4467.12061 validation_1-mae:6025.63721 [1052] validation_0-mae:4466.55029 validation_1-mae:6025.39941 [1053] validation_0-mae:4465.68164 validation_1-mae:6025.07324 [1054] validation_0-mae:4464.20801 validation_1-mae:6025.66211 [1055] validation_0-mae:4462.94092 validation_1-mae:6024.81299 [1056] validation_0-mae:4461.46191 validation_1-mae:6024.76074 [1057] validation_0-mae:4460.42236 validation_1-mae:6024.32812 [1058] validation_0-mae:4459.49805 validation_1-mae:6024.35938 [1059] validation_0-mae:4457.27930 validation_1-mae:6023.52441 [1060] validation_0-mae:4455.77637 validation_1-mae:6023.54004 [1061] validation_0-mae:4454.20264 validation_1-mae:6023.37842 [1062] validation_0-mae:4453.53467 validation_1-mae:6023.33789 [1063] validation_0-mae:4453.20752 validation_1-mae:6023.36523 [1064] validation_0-mae:4452.16064 validation_1-mae:6023.19336 [1065] validation_0-mae:4451.80859 validation_1-mae:6022.91992 [1066] validation_0-mae:4451.31445 validation_1-mae:6023.19336 [1067] validation_0-mae:4450.14453 validation_1-mae:6022.87256 [1068] validation_0-mae:4449.30713 validation_1-mae:6023.18311 [1069] validation_0-mae:4448.20459 validation_1-mae:6023.36328 [1070] validation_0-mae:4447.65186 validation_1-mae:6023.31641 [1071] validation_0-mae:4446.53955 validation_1-mae:6023.14160 [1072] validation_0-mae:4445.99023 validation_1-mae:6023.08350 [1073] validation_0-mae:4443.46094 validation_1-mae:6022.61523 [1074] validation_0-mae:4441.88965 validation_1-mae:6022.46582 [1075] validation_0-mae:4440.69043 validation_1-mae:6022.69434 [1076] validation_0-mae:4439.57080 validation_1-mae:6022.71631 [1077] validation_0-mae:4438.57520 validation_1-mae:6022.61670 [1078] validation_0-mae:4438.44385 validation_1-mae:6022.58252 [1079] validation_0-mae:4437.64551 validation_1-mae:6022.50049 [1080] validation_0-mae:4436.95459 validation_1-mae:6022.35498 [1081] validation_0-mae:4435.58301 validation_1-mae:6021.92334 [1082] validation_0-mae:4434.54199 validation_1-mae:6021.71240 [1083] validation_0-mae:4433.31445 validation_1-mae:6022.08203 [1084] validation_0-mae:4432.01123 validation_1-mae:6022.82031 [1085] validation_0-mae:4431.05664 validation_1-mae:6022.55469 [1086] validation_0-mae:4429.74121 validation_1-mae:6022.07324 [1087] validation_0-mae:4429.60742 validation_1-mae:6021.98242 [1088] validation_0-mae:4428.69629 validation_1-mae:6021.78662 [1089] validation_0-mae:4427.42480 validation_1-mae:6021.34326 [1090] validation_0-mae:4425.59570 validation_1-mae:6020.63574 [1091] validation_0-mae:4424.63525 validation_1-mae:6020.35303 [1092] validation_0-mae:4424.04541 validation_1-mae:6020.07812 [1093] validation_0-mae:4423.37988 validation_1-mae:6019.97461 [1094] validation_0-mae:4422.27051 validation_1-mae:6019.52246 [1095] validation_0-mae:4421.23828 validation_1-mae:6019.76074 [1096] validation_0-mae:4420.82227 validation_1-mae:6019.92578 [1097] validation_0-mae:4420.06445 validation_1-mae:6020.02978 [1098] validation_0-mae:4419.30518 validation_1-mae:6020.46924 [1099] validation_0-mae:4418.07812 validation_1-mae:6020.05664 [1100] validation_0-mae:4416.70264 validation_1-mae:6020.21484 [1101] validation_0-mae:4416.05469 validation_1-mae:6020.18164 [1102] validation_0-mae:4414.54346 validation_1-mae:6018.27197 [1103] validation_0-mae:4412.78906 validation_1-mae:6018.98047 [1104] validation_0-mae:4412.24463 validation_1-mae:6018.89453 [1105] validation_0-mae:4410.39307 validation_1-mae:6018.67529 [1106] validation_0-mae:4409.29932 validation_1-mae:6018.85352 [1107] validation_0-mae:4407.59326 validation_1-mae:6018.58447 [1108] validation_0-mae:4407.05859 validation_1-mae:6018.31982 [1109] validation_0-mae:4406.33936 validation_1-mae:6018.17529 [1110] validation_0-mae:4406.19385 validation_1-mae:6018.04297 [1111] validation_0-mae:4405.65772 validation_1-mae:6017.80127 [1112] validation_0-mae:4404.56592 validation_1-mae:6018.11523 [1113] validation_0-mae:4403.01172 validation_1-mae:6017.93897 [1114] validation_0-mae:4402.37793 validation_1-mae:6017.87158 [1115] validation_0-mae:4401.00537 validation_1-mae:6017.66797 [1116] validation_0-mae:4399.52051 validation_1-mae:6017.24219 [1117] validation_0-mae:4397.94873 validation_1-mae:6017.66895 [1118] validation_0-mae:4396.25098 validation_1-mae:6018.42822 [1119] validation_0-mae:4394.94531 validation_1-mae:6017.70264 [1120] validation_0-mae:4394.60400 validation_1-mae:6017.76221 [1121] validation_0-mae:4394.05664 validation_1-mae:6017.55127 [1122] validation_0-mae:4393.15478 validation_1-mae:6017.52051 [1123] validation_0-mae:4392.00342 validation_1-mae:6017.38770 [1124] validation_0-mae:4390.71924 validation_1-mae:6017.18506 [1125] validation_0-mae:4389.85400 validation_1-mae:6017.82568 [1126] validation_0-mae:4388.37695 validation_1-mae:6016.93359 [1127] validation_0-mae:4386.78320 validation_1-mae:6017.11133 [1128] validation_0-mae:4385.59131 validation_1-mae:6016.39404 [1129] validation_0-mae:4383.83691 validation_1-mae:6017.13281 [1130] validation_0-mae:4382.63818 validation_1-mae:6017.83643 [1131] validation_0-mae:4380.60596 validation_1-mae:6017.47363 [1132] validation_0-mae:4378.90283 validation_1-mae:6017.92627 [1133] validation_0-mae:4377.42578 validation_1-mae:6018.42285 [1134] validation_0-mae:4376.31836 validation_1-mae:6018.73340 [1135] validation_0-mae:4375.82324 validation_1-mae:6018.62402 [1136] validation_0-mae:4374.58643 validation_1-mae:6018.54443 [1137] validation_0-mae:4373.51758 validation_1-mae:6018.68164 [1138] validation_0-mae:4372.42090 validation_1-mae:6018.22022 [1139] validation_0-mae:4372.03418 validation_1-mae:6018.22510 [1140] validation_0-mae:4370.55469 validation_1-mae:6018.36475 [1141] validation_0-mae:4369.35742 validation_1-mae:6019.04150 [1142] validation_0-mae:4367.82764 validation_1-mae:6019.48730 [1143] validation_0-mae:4366.29248 validation_1-mae:6019.43897 [1144] validation_0-mae:4365.45264 validation_1-mae:6019.51270 [1145] validation_0-mae:4364.30859 validation_1-mae:6019.55859 [1146] validation_0-mae:4363.21826 validation_1-mae:6020.08887 [1147] validation_0-mae:4361.86084 validation_1-mae:6019.26611 [1148] validation_0-mae:4360.71191 validation_1-mae:6019.23828 [1149] validation_0-mae:4359.60938 validation_1-mae:6019.07812 [1150] validation_0-mae:4358.32227 validation_1-mae:6019.14062 [1151] validation_0-mae:4357.34033 validation_1-mae:6019.31348 [1152] validation_0-mae:4356.43359 validation_1-mae:6018.93652 [1153] validation_0-mae:4355.09912 validation_1-mae:6018.51172 [1154] validation_0-mae:4354.07324 validation_1-mae:6019.08545 [1155] validation_0-mae:4353.18066 validation_1-mae:6019.32324 [1156] validation_0-mae:4352.11230 validation_1-mae:6018.94482 [1157] validation_0-mae:4351.15576 validation_1-mae:6018.88525 [1158] validation_0-mae:4350.11621 validation_1-mae:6019.17090 [1159] validation_0-mae:4349.79297 validation_1-mae:6018.98975 [1160] validation_0-mae:4348.87158 validation_1-mae:6019.10645 [1161] validation_0-mae:4348.21875 validation_1-mae:6019.29541 [1162] validation_0-mae:4347.25586 validation_1-mae:6019.59961 [1163] validation_0-mae:4346.68897 validation_1-mae:6019.68994 [1164] validation_0-mae:4346.59668 validation_1-mae:6019.81103 [1165] validation_0-mae:4345.20752 validation_1-mae:6019.56787 [1166] validation_0-mae:4343.79980 validation_1-mae:6018.98340 [1167] validation_0-mae:4342.66504 validation_1-mae:6018.46631 [1168] validation_0-mae:4341.00147 validation_1-mae:6018.41113 [1169] validation_0-mae:4338.81250 validation_1-mae:6018.66309 [1170] validation_0-mae:4338.34082 validation_1-mae:6019.01562 [1171] validation_0-mae:4337.14307 validation_1-mae:6018.83936 [1172] validation_0-mae:4336.25049 validation_1-mae:6018.83838 [1173] validation_0-mae:4335.56445 validation_1-mae:6019.01758 [1174] validation_0-mae:4334.80957 validation_1-mae:6019.32666 [1175] validation_0-mae:4334.37939 validation_1-mae:6019.37256 [1176] validation_0-mae:4333.03027 validation_1-mae:6019.52637 [1177] validation_0-mae:4332.01123 validation_1-mae:6019.37793 [1178] validation_0-mae:4330.70410 validation_1-mae:6019.16260 [1179] validation_0-mae:4329.92822 validation_1-mae:6019.40674 [1180] validation_0-mae:4328.84961 validation_1-mae:6019.33398 [1181] validation_0-mae:4327.78613 validation_1-mae:6019.13672 [1182] validation_0-mae:4326.86523 validation_1-mae:6019.06885 [1183] validation_0-mae:4325.47217 validation_1-mae:6018.47510 [1184] validation_0-mae:4324.43213 validation_1-mae:6018.47266 [1185] validation_0-mae:4323.94336 validation_1-mae:6018.44727 [1186] validation_0-mae:4322.58740 validation_1-mae:6017.98047 [1187] validation_0-mae:4321.52930 validation_1-mae:6018.05762 [1188] validation_0-mae:4320.83594 validation_1-mae:6018.25781 [1189] validation_0-mae:4320.33496 validation_1-mae:6018.17334 [1190] validation_0-mae:4318.97461 validation_1-mae:6018.15039 [1191] validation_0-mae:4318.02197 validation_1-mae:6018.45605 [1192] validation_0-mae:4317.21387 validation_1-mae:6017.88867 [1193] validation_0-mae:4316.64990 validation_1-mae:6017.57812 [1194] validation_0-mae:4315.35205 validation_1-mae:6017.30127 [1195] validation_0-mae:4314.16357 validation_1-mae:6017.00147 [1196] validation_0-mae:4313.11035 validation_1-mae:6017.08398 [1197] validation_0-mae:4311.97803 validation_1-mae:6017.45117 [1198] validation_0-mae:4311.39795 validation_1-mae:6017.06787 [1199] validation_0-mae:4310.75049 validation_1-mae:6017.26221 [1200] validation_0-mae:4310.34375 validation_1-mae:6017.46240 [1201] validation_0-mae:4309.30518 validation_1-mae:6017.87695 [1202] validation_0-mae:4308.18311 validation_1-mae:6017.60986 [1203] validation_0-mae:4307.25439 validation_1-mae:6017.89258 [1204] validation_0-mae:4306.23779 validation_1-mae:6017.56055 [1205] validation_0-mae:4305.45166 validation_1-mae:6017.42383 [1206] validation_0-mae:4304.39697 validation_1-mae:6017.75684 [1207] validation_0-mae:4303.20605 validation_1-mae:6017.50293 [1208] validation_0-mae:4302.52441 validation_1-mae:6017.56250 [1209] validation_0-mae:4300.99316 validation_1-mae:6017.57422 [1210] validation_0-mae:4299.69434 validation_1-mae:6017.75000 [1211] validation_0-mae:4298.94727 validation_1-mae:6018.49853 [1212] validation_0-mae:4297.77148 validation_1-mae:6017.74268 [1213] validation_0-mae:4296.74707 validation_1-mae:6017.87305 [1214] validation_0-mae:4295.81299 validation_1-mae:6017.87012 [1215] validation_0-mae:4294.88135 validation_1-mae:6017.78613 [1216] validation_0-mae:4293.87061 validation_1-mae:6017.57861 [1217] validation_0-mae:4293.23682 validation_1-mae:6017.48438 [1218] validation_0-mae:4292.62012 validation_1-mae:6017.46387 [1219] validation_0-mae:4290.55566 validation_1-mae:6016.79150 [1220] validation_0-mae:4289.92529 validation_1-mae:6016.78125 [1221] validation_0-mae:4288.82520 validation_1-mae:6016.52148 [1222] validation_0-mae:4287.80469 validation_1-mae:6016.28467 [1223] validation_0-mae:4286.62012 validation_1-mae:6016.11133 [1224] validation_0-mae:4285.79883 validation_1-mae:6016.31543 [1225] validation_0-mae:4285.12988 validation_1-mae:6016.14404 [1226] validation_0-mae:4284.10400 validation_1-mae:6015.65674 [1227] validation_0-mae:4283.03125 validation_1-mae:6015.50049 [1228] validation_0-mae:4282.45117 validation_1-mae:6015.21973 [1229] validation_0-mae:4281.49853 validation_1-mae:6015.03125 [1230] validation_0-mae:4280.23730 validation_1-mae:6014.79736 [1231] validation_0-mae:4278.90576 validation_1-mae:6014.07764 [1232] validation_0-mae:4278.38135 validation_1-mae:6014.01416 [1233] validation_0-mae:4277.22070 validation_1-mae:6013.68457 [1234] validation_0-mae:4276.60498 validation_1-mae:6013.76611 [1235] validation_0-mae:4276.16504 validation_1-mae:6014.18701 [1236] validation_0-mae:4275.54004 validation_1-mae:6014.13037 [1237] validation_0-mae:4274.58545 validation_1-mae:6014.13916 [1238] validation_0-mae:4273.50586 validation_1-mae:6014.63623 [1239] validation_0-mae:4271.91309 validation_1-mae:6014.60840 [1240] validation_0-mae:4271.12500 validation_1-mae:6014.96924 [1241] validation_0-mae:4270.35059 validation_1-mae:6015.50635 [1242] validation_0-mae:4269.31641 validation_1-mae:6015.45605 [1243] validation_0-mae:4267.83887 validation_1-mae:6015.14258 [1244] validation_0-mae:4265.92334 validation_1-mae:6015.05957 [1245] validation_0-mae:4264.35840 validation_1-mae:6014.84424 [1246] validation_0-mae:4263.19092 validation_1-mae:6015.17676 [1247] validation_0-mae:4262.66504 validation_1-mae:6015.28369 [1248] validation_0-mae:4261.65234 validation_1-mae:6015.23926 [1249] validation_0-mae:4261.19678 validation_1-mae:6015.00684 [1250] validation_0-mae:4260.28711 validation_1-mae:6014.98535 [1251] validation_0-mae:4259.60352 validation_1-mae:6014.69971 [1252] validation_0-mae:4258.27783 validation_1-mae:6015.13037 [1253] validation_0-mae:4256.75537 validation_1-mae:6015.39160 [1254] validation_0-mae:4255.82471 validation_1-mae:6015.36279 [1255] validation_0-mae:4254.78223 validation_1-mae:6015.16699 [1256] validation_0-mae:4254.20801 validation_1-mae:6014.82080 [1257] validation_0-mae:4253.47900 validation_1-mae:6014.65869 [1258] validation_0-mae:4252.51758 validation_1-mae:6014.03662 [1259] validation_0-mae:4251.40381 validation_1-mae:6013.86572 [1260] validation_0-mae:4250.34961 validation_1-mae:6013.72656 [1261] validation_0-mae:4249.51318 validation_1-mae:6013.57129 [1262] validation_0-mae:4248.98486 validation_1-mae:6013.18164 [1263] validation_0-mae:4247.98877 validation_1-mae:6012.94971 [1264] validation_0-mae:4247.58252 validation_1-mae:6012.97266 [1265] validation_0-mae:4246.95508 validation_1-mae:6012.82178 [1266] validation_0-mae:4245.74658 validation_1-mae:6012.90625 [1267] validation_0-mae:4245.17627 validation_1-mae:6012.84228 [1268] validation_0-mae:4244.68457 validation_1-mae:6012.97217 [1269] validation_0-mae:4243.00781 validation_1-mae:6012.26611 [1270] validation_0-mae:4242.52295 validation_1-mae:6012.20752 [1271] validation_0-mae:4241.06738 validation_1-mae:6011.84228 [1272] validation_0-mae:4240.89355 validation_1-mae:6011.42041 [1273] validation_0-mae:4240.78613 validation_1-mae:6011.43311 [1274] validation_0-mae:4240.28320 validation_1-mae:6011.30566 [1275] validation_0-mae:4239.43066 validation_1-mae:6011.38232 [1276] validation_0-mae:4238.55762 validation_1-mae:6011.38867 [1277] validation_0-mae:4238.47705 validation_1-mae:6011.63379 [1278] validation_0-mae:4237.26123 validation_1-mae:6011.49658 [1279] validation_0-mae:4235.53076 validation_1-mae:6011.95703 [1280] validation_0-mae:4234.40723 validation_1-mae:6012.78467 [1281] validation_0-mae:4232.80273 validation_1-mae:6012.68408 [1282] validation_0-mae:4231.66992 validation_1-mae:6012.72656 [1283] validation_0-mae:4230.34180 validation_1-mae:6012.29053 [1284] validation_0-mae:4229.20312 validation_1-mae:6012.13916 [1285] validation_0-mae:4227.72314 validation_1-mae:6012.38037 [1286] validation_0-mae:4226.92627 validation_1-mae:6012.67188 [1287] validation_0-mae:4225.96240 validation_1-mae:6012.64014 [1288] validation_0-mae:4224.68408 validation_1-mae:6012.11377 [1289] validation_0-mae:4223.19043 validation_1-mae:6012.13232 [1290] validation_0-mae:4222.03906 validation_1-mae:6011.78076 [1291] validation_0-mae:4220.16309 validation_1-mae:6011.25195 [1292] validation_0-mae:4219.32422 validation_1-mae:6011.18359 [1293] validation_0-mae:4218.06250 validation_1-mae:6011.01367 [1294] validation_0-mae:4217.55420 validation_1-mae:6010.97705 [1295] validation_0-mae:4216.66943 validation_1-mae:6010.95703 [1296] validation_0-mae:4215.29053 validation_1-mae:6010.56592 [1297] validation_0-mae:4214.46875 validation_1-mae:6010.39160 [1298] validation_0-mae:4213.53857 validation_1-mae:6010.15772 [1299] validation_0-mae:4212.64893 validation_1-mae:6010.00537 [1300] validation_0-mae:4212.32959 validation_1-mae:6009.79004 [1301] validation_0-mae:4211.39453 validation_1-mae:6009.89502 [1302] validation_0-mae:4210.93311 validation_1-mae:6009.57666 [1303] validation_0-mae:4209.50147 validation_1-mae:6009.26025 [1304] validation_0-mae:4208.64160 validation_1-mae:6009.65137 [1305] validation_0-mae:4207.83691 validation_1-mae:6009.69775 [1306] validation_0-mae:4207.04395 validation_1-mae:6009.65283 [1307] validation_0-mae:4206.60547 validation_1-mae:6009.67383 [1308] validation_0-mae:4206.00928 validation_1-mae:6009.65137 [1309] validation_0-mae:4204.50684 validation_1-mae:6009.26953 [1310] validation_0-mae:4203.82715 validation_1-mae:6009.23877 [1311] validation_0-mae:4202.67334 validation_1-mae:6009.11523 [1312] validation_0-mae:4201.55469 validation_1-mae:6009.92188 [1313] validation_0-mae:4200.05225 validation_1-mae:6009.64941 [1314] validation_0-mae:4199.04834 validation_1-mae:6009.94971 [1315] validation_0-mae:4197.60596 validation_1-mae:6010.11768 [1316] validation_0-mae:4195.79004 validation_1-mae:6010.68115 [1317] validation_0-mae:4194.09766 validation_1-mae:6010.59473 [1318] validation_0-mae:4192.43506 validation_1-mae:6010.94873 [1319] validation_0-mae:4191.33301 validation_1-mae:6010.72852 [1320] validation_0-mae:4190.76221 validation_1-mae:6010.72754 [1321] validation_0-mae:4189.49268 validation_1-mae:6011.55713 [1322] validation_0-mae:4187.86279 validation_1-mae:6011.52637 [1323] validation_0-mae:4186.93408 validation_1-mae:6011.56689 [1324] validation_0-mae:4185.99023 validation_1-mae:6011.70654 [1325] validation_0-mae:4185.25391 validation_1-mae:6011.85205 [1326] validation_0-mae:4184.47314 validation_1-mae:6011.68213 [1327] validation_0-mae:4183.19580 validation_1-mae:6011.73389 [1328] validation_0-mae:4182.25635 validation_1-mae:6011.49951 [1329] validation_0-mae:4181.58887 validation_1-mae:6011.94775 [1330] validation_0-mae:4180.12695 validation_1-mae:6011.38477 [1331] validation_0-mae:4179.23535 validation_1-mae:6011.11133 [1332] validation_0-mae:4177.93164 validation_1-mae:6010.51758 [1333] validation_0-mae:4175.72900 validation_1-mae:6009.48584 [1334] validation_0-mae:4174.33398 validation_1-mae:6009.92236 [1335] validation_0-mae:4173.12402 validation_1-mae:6010.24170 [1336] validation_0-mae:4172.65625 validation_1-mae:6010.21533 [1337] validation_0-mae:4171.08643 validation_1-mae:6009.81348 [1338] validation_0-mae:4170.16064 validation_1-mae:6009.55859 [1339] validation_0-mae:4169.10059 validation_1-mae:6010.00781 [1340] validation_0-mae:4167.76562 validation_1-mae:6009.99170 [1341] validation_0-mae:4166.63672 validation_1-mae:6009.89697 [1342] validation_0-mae:4165.83691 validation_1-mae:6009.85693 [1343] validation_0-mae:4165.08838 validation_1-mae:6009.65186 [1344] validation_0-mae:4163.76465 validation_1-mae:6009.59570 [1345] validation_0-mae:4162.67529 validation_1-mae:6009.80322 [1346] validation_0-mae:4162.19824 validation_1-mae:6010.02344 [1347] validation_0-mae:4161.67236 validation_1-mae:6010.13672 [1348] validation_0-mae:4161.05420 validation_1-mae:6010.06250 [1349] validation_0-mae:4160.28857 validation_1-mae:6010.25684 [1350] validation_0-mae:4159.53174 validation_1-mae:6010.46045 [1351] validation_0-mae:4158.63672 validation_1-mae:6010.70068 [1352] validation_0-mae:4157.93555 validation_1-mae:6010.44336 [1353] validation_0-mae:4157.16504 validation_1-mae:6010.48096 [1354] validation_0-mae:4156.59863 validation_1-mae:6010.36621 [1355] validation_0-mae:4155.51074 validation_1-mae:6010.42432 [1356] validation_0-mae:4155.50488 validation_1-mae:6010.42627 [1357] validation_0-mae:4154.85840 validation_1-mae:6010.45264 [1358] validation_0-mae:4154.50977 validation_1-mae:6010.19043 [1359] validation_0-mae:4153.76172 validation_1-mae:6009.88965 [1360] validation_0-mae:4152.89746 validation_1-mae:6009.83154 [1361] validation_0-mae:4152.14746 validation_1-mae:6010.22607 [1362] validation_0-mae:4151.13867 validation_1-mae:6010.70117 [1363] validation_0-mae:4150.36182 validation_1-mae:6010.43994 [1364] validation_0-mae:4149.39258 validation_1-mae:6010.36523 [1365] validation_0-mae:4148.45312 validation_1-mae:6010.11523 [1366] validation_0-mae:4147.66748 validation_1-mae:6009.92480 [1367] validation_0-mae:4147.13281 validation_1-mae:6009.93213 [1368] validation_0-mae:4146.62451 validation_1-mae:6009.85547 [1369] validation_0-mae:4145.53418 validation_1-mae:6009.86523 [1370] validation_0-mae:4145.15576 validation_1-mae:6010.16113 [1371] validation_0-mae:4144.06738 validation_1-mae:6009.52100 [1372] validation_0-mae:4142.82959 validation_1-mae:6009.58008 [1373] validation_0-mae:4141.28516 validation_1-mae:6009.42432 [1374] validation_0-mae:4140.31543 validation_1-mae:6009.58301 [1375] validation_0-mae:4139.67139 validation_1-mae:6009.52441 [1376] validation_0-mae:4138.75098 validation_1-mae:6009.54688 [1377] validation_0-mae:4138.10400 validation_1-mae:6009.64941 [1378] validation_0-mae:4137.08643 validation_1-mae:6010.46045 [1379] validation_0-mae:4136.15478 validation_1-mae:6010.25879 [1380] validation_0-mae:4135.16650 validation_1-mae:6009.72168 [1381] validation_0-mae:4133.90137 validation_1-mae:6010.05127 [1382] validation_0-mae:4132.51318 validation_1-mae:6009.57373 [1383] validation_0-mae:4131.87061 validation_1-mae:6010.09668 [1384] validation_0-mae:4130.44971 validation_1-mae:6010.62695 [1385] validation_0-mae:4129.42139 validation_1-mae:6010.93408 [1386] validation_0-mae:4129.24268 validation_1-mae:6010.82471 [1387] validation_0-mae:4128.28320 validation_1-mae:6010.97510 [1388] validation_0-mae:4127.63574 validation_1-mae:6011.38330 [1389] validation_0-mae:4127.45215 validation_1-mae:6011.43555 [1390] validation_0-mae:4127.07617 validation_1-mae:6011.47559 [1391] validation_0-mae:4126.10107 validation_1-mae:6011.05762 [1392] validation_0-mae:4124.58496 validation_1-mae:6010.48096 [1393] validation_0-mae:4123.09277 validation_1-mae:6010.23584 [1394] validation_0-mae:4122.39014 validation_1-mae:6010.41211 [1395] validation_0-mae:4121.72022 validation_1-mae:6010.50391 [1396] validation_0-mae:4121.11768 validation_1-mae:6010.54199 [1397] validation_0-mae:4119.97559 validation_1-mae:6010.29932 [1398] validation_0-mae:4118.85156 validation_1-mae:6009.70117 [1399] validation_0-mae:4118.22314 validation_1-mae:6009.70801 [1400] validation_0-mae:4117.28564 validation_1-mae:6009.18164 [1401] validation_0-mae:4116.55566 validation_1-mae:6009.30371 [1402] validation_0-mae:4115.93555 validation_1-mae:6009.46387 [1403] validation_0-mae:4115.41162 validation_1-mae:6009.53955 [1404] validation_0-mae:4114.08398 validation_1-mae:6009.85840 [1405] validation_0-mae:4112.72022 validation_1-mae:6010.06055 [1406] validation_0-mae:4111.86230 validation_1-mae:6010.21533 [1407] validation_0-mae:4111.20166 validation_1-mae:6009.79932 [1408] validation_0-mae:4110.45117 validation_1-mae:6009.73291 [1409] validation_0-mae:4109.79785 validation_1-mae:6009.89795 [1410] validation_0-mae:4108.85156 validation_1-mae:6009.80078 [1411] validation_0-mae:4108.02930 validation_1-mae:6009.54150 [1412] validation_0-mae:4106.81689 validation_1-mae:6009.83008 [1413] validation_0-mae:4106.11914 validation_1-mae:6010.06055 [1414] validation_0-mae:4105.00049 validation_1-mae:6010.06397 [1415] validation_0-mae:4104.00342 validation_1-mae:6010.48291 [1416] validation_0-mae:4102.46875 validation_1-mae:6010.66455 [1417] validation_0-mae:4101.66211 validation_1-mae:6010.57812 [1418] validation_0-mae:4101.11572 validation_1-mae:6010.60254 [1419] validation_0-mae:4100.67822 validation_1-mae:6010.52783 [1420] validation_0-mae:4099.96728 validation_1-mae:6010.39209 [1421] validation_0-mae:4099.03272 validation_1-mae:6010.05957 [1422] validation_0-mae:4098.44434 validation_1-mae:6009.99658 [1423] validation_0-mae:4098.01562 validation_1-mae:6010.03906 [1424] validation_0-mae:4097.70898 validation_1-mae:6010.17871 [1425] validation_0-mae:4096.86621 validation_1-mae:6010.13916 [1426] validation_0-mae:4095.86938 validation_1-mae:6009.60498 [1427] validation_0-mae:4094.67212 validation_1-mae:6009.76904 [1428] validation_0-mae:4093.74780 validation_1-mae:6009.64795 [1429] validation_0-mae:4092.96289 validation_1-mae:6009.81152 [1430] validation_0-mae:4091.91748 validation_1-mae:6009.73193 [1431] validation_0-mae:4091.44336 validation_1-mae:6009.68115 [1432] validation_0-mae:4090.29272 validation_1-mae:6009.89258 [1433] validation_0-mae:4089.81250 validation_1-mae:6009.88477 [1434] validation_0-mae:4088.46020 validation_1-mae:6009.83252 [1435] validation_0-mae:4087.92017 validation_1-mae:6010.08545 [1436] validation_0-mae:4086.97266 validation_1-mae:6009.63477 [1437] validation_0-mae:4086.25195 validation_1-mae:6009.60498 [1438] validation_0-mae:4085.63281 validation_1-mae:6009.50537 [1439] validation_0-mae:4084.86255 validation_1-mae:6009.46631 [1440] validation_0-mae:4084.02197 validation_1-mae:6009.69385 [1441] validation_0-mae:4083.46826 validation_1-mae:6009.50537 [1442] validation_0-mae:4083.24927 validation_1-mae:6009.77051 [1443] validation_0-mae:4082.83423 validation_1-mae:6009.75928 [1444] validation_0-mae:4082.05200 validation_1-mae:6009.79688 [1445] validation_0-mae:4081.54858 validation_1-mae:6009.82129 [1446] validation_0-mae:4080.98120 validation_1-mae:6009.77148 [1447] validation_0-mae:4080.43750 validation_1-mae:6009.77978 [1448] validation_0-mae:4080.01514 validation_1-mae:6009.81201 [1449] validation_0-mae:4079.38281 validation_1-mae:6009.67822 [1450] validation_0-mae:4078.97168 validation_1-mae:6009.57910 [1451] validation_0-mae:4077.43115 validation_1-mae:6009.29004 [1452] validation_0-mae:4076.12183 validation_1-mae:6009.12793 [1453] validation_0-mae:4075.17310 validation_1-mae:6009.29639 [1454] validation_0-mae:4074.37427 validation_1-mae:6009.62109 [1455] validation_0-mae:4073.69824 validation_1-mae:6009.45264 [1456] validation_0-mae:4072.71143 validation_1-mae:6009.03906 [1457] validation_0-mae:4071.47607 validation_1-mae:6008.72949 [1458] validation_0-mae:4070.70850 validation_1-mae:6008.45850 [1459] validation_0-mae:4070.00610 validation_1-mae:6007.98389 [1460] validation_0-mae:4069.74609 validation_1-mae:6007.87012 [1461] validation_0-mae:4069.69214 validation_1-mae:6007.82471 [1462] validation_0-mae:4069.08081 validation_1-mae:6007.81006 [1463] validation_0-mae:4068.07812 validation_1-mae:6007.16309 [1464] validation_0-mae:4067.36377 validation_1-mae:6007.10547 [1465] validation_0-mae:4066.92603 validation_1-mae:6007.17285 [1466] validation_0-mae:4065.45728 validation_1-mae:6007.22461 [1467] validation_0-mae:4064.93457 validation_1-mae:6007.34912 [1468] validation_0-mae:4064.25732 validation_1-mae:6007.40234 [1469] validation_0-mae:4063.31299 validation_1-mae:6007.86670 [1470] validation_0-mae:4061.95654 validation_1-mae:6006.75635 [1471] validation_0-mae:4060.83862 validation_1-mae:6006.55713 [1472] validation_0-mae:4059.56323 validation_1-mae:6005.85986 [1473] validation_0-mae:4058.26294 validation_1-mae:6005.22559 [1474] validation_0-mae:4057.10132 validation_1-mae:6005.06738 [1475] validation_0-mae:4056.35278 validation_1-mae:6005.31885 [1476] validation_0-mae:4055.36792 validation_1-mae:6005.61328 [1477] validation_0-mae:4054.14258 validation_1-mae:6006.05615 [1478] validation_0-mae:4052.96289 validation_1-mae:6005.90478 [1479] validation_0-mae:4052.28027 validation_1-mae:6005.95898 [1480] validation_0-mae:4051.56543 validation_1-mae:6005.97119 [1481] validation_0-mae:4050.81714 validation_1-mae:6005.83398 [1482] validation_0-mae:4050.36060 validation_1-mae:6005.89844 [1483] validation_0-mae:4049.76001 validation_1-mae:6005.77539 [1484] validation_0-mae:4048.88159 validation_1-mae:6005.80469 [1485] validation_0-mae:4048.09717 validation_1-mae:6005.83398 [1486] validation_0-mae:4047.59351 validation_1-mae:6005.67529 [1487] validation_0-mae:4046.96704 validation_1-mae:6005.84180 [1488] validation_0-mae:4046.48999 validation_1-mae:6005.79102 [1489] validation_0-mae:4045.91772 validation_1-mae:6006.11328 [1490] validation_0-mae:4044.78906 validation_1-mae:6005.75830 [1491] validation_0-mae:4043.15967 validation_1-mae:6006.13184 [1492] validation_0-mae:4042.56812 validation_1-mae:6006.29346 [1493] validation_0-mae:4041.44605 validation_1-mae:6005.98389 [1494] validation_0-mae:4040.78491 validation_1-mae:6005.87353 [1495] validation_0-mae:4039.99121 validation_1-mae:6006.50342 [1496] validation_0-mae:4039.15479 validation_1-mae:6006.22412 [1497] validation_0-mae:4038.30200 validation_1-mae:6006.49463 [1498] validation_0-mae:4037.36694 validation_1-mae:6006.57910 [1499] validation_0-mae:4036.44238 validation_1-mae:6006.47656 [1500] validation_0-mae:4035.76221 validation_1-mae:6006.78662 [1501] validation_0-mae:4034.19336 validation_1-mae:6005.98145 [1502] validation_0-mae:4033.35132 validation_1-mae:6006.70850 [1503] validation_0-mae:4032.25806 validation_1-mae:6006.59961 [1504] validation_0-mae:4031.73120 validation_1-mae:6006.74463 [1505] validation_0-mae:4031.16919 validation_1-mae:6006.71045 [1506] validation_0-mae:4030.55737 validation_1-mae:6006.64697 [1507] validation_0-mae:4029.81714 validation_1-mae:6006.59375 [1508] validation_0-mae:4029.31543 validation_1-mae:6007.05469 [1509] validation_0-mae:4028.65918 validation_1-mae:6007.16406 [1510] validation_0-mae:4027.48950 validation_1-mae:6007.13135 [1511] validation_0-mae:4026.66992 validation_1-mae:6006.95166 [1512] validation_0-mae:4026.15796 validation_1-mae:6006.76270 [1513] validation_0-mae:4025.35156 validation_1-mae:6006.39746 [1514] validation_0-mae:4024.66187 validation_1-mae:6006.57471 [1515] validation_0-mae:4024.32739 validation_1-mae:6006.55420 [1516] validation_0-mae:4023.85718 validation_1-mae:6006.51172 [1517] validation_0-mae:4023.13452 validation_1-mae:6006.81397 [1518] validation_0-mae:4022.34204 validation_1-mae:6006.99365 [1519] validation_0-mae:4021.45557 validation_1-mae:6006.69336 [1520] validation_0-mae:4020.47876 validation_1-mae:6006.13965 [1521] validation_0-mae:4019.29810 validation_1-mae:6005.90820 [1522] validation_0-mae:4018.70874 validation_1-mae:6006.05762 [1523] validation_0-mae:4018.09131 validation_1-mae:6006.04199 [1524] validation_0-mae:4017.37427 validation_1-mae:6005.58887 [1525] validation_0-mae:4016.75928 validation_1-mae:6005.48096 [1526] validation_0-mae:4016.33301 validation_1-mae:6005.30420 [1527] validation_0-mae:4015.81836 validation_1-mae:6005.35791 [1528] validation_0-mae:4015.24438 validation_1-mae:6005.33789 [1529] validation_0-mae:4014.27100 validation_1-mae:6005.06738 [1530] validation_0-mae:4013.22827 validation_1-mae:6004.81934 [1531] validation_0-mae:4011.86011 validation_1-mae:6004.46289 [1532] validation_0-mae:4010.94678 validation_1-mae:6004.33057 [1533] validation_0-mae:4009.83984 validation_1-mae:6004.46582 [1534] validation_0-mae:4008.77612 validation_1-mae:6004.24561 [1535] validation_0-mae:4008.24048 validation_1-mae:6004.10889 [1536] validation_0-mae:4007.77588 validation_1-mae:6004.39648 [1537] validation_0-mae:4007.40503 validation_1-mae:6004.61768 [1538] validation_0-mae:4007.07886 validation_1-mae:6004.38428 [1539] validation_0-mae:4006.20630 validation_1-mae:6004.29297 [1540] validation_0-mae:4006.09253 validation_1-mae:6004.35010 [1541] validation_0-mae:4005.48193 validation_1-mae:6004.27100 [1542] validation_0-mae:4004.49756 validation_1-mae:6003.81152 [1543] validation_0-mae:4002.85010 validation_1-mae:6004.43408 [1544] validation_0-mae:4001.35425 validation_1-mae:6004.01709 [1545] validation_0-mae:4000.37842 validation_1-mae:6003.70459 [1546] validation_0-mae:3999.25879 validation_1-mae:6003.84082 [1547] validation_0-mae:3998.17578 validation_1-mae:6003.59228 [1548] validation_0-mae:3997.07715 validation_1-mae:6003.31787 [1549] validation_0-mae:3996.32056 validation_1-mae:6003.47559 [1550] validation_0-mae:3995.61304 validation_1-mae:6003.19336 [1551] validation_0-mae:3994.85010 validation_1-mae:6003.43848 [1552] validation_0-mae:3994.14038 validation_1-mae:6003.70020 [1553] validation_0-mae:3993.21875 validation_1-mae:6003.68555 [1554] validation_0-mae:3992.28418 validation_1-mae:6003.00439 [1555] validation_0-mae:3990.83765 validation_1-mae:6002.78076 [1556] validation_0-mae:3990.17822 validation_1-mae:6002.92090 [1557] validation_0-mae:3988.77612 validation_1-mae:6002.52441 [1558] validation_0-mae:3987.47681 validation_1-mae:6002.40186 [1559] validation_0-mae:3986.28784 validation_1-mae:6002.22852 [1560] validation_0-mae:3985.24292 validation_1-mae:6002.22803 [1561] validation_0-mae:3984.58960 validation_1-mae:6002.30469 [1562] validation_0-mae:3983.58130 validation_1-mae:6002.91943 [1563] validation_0-mae:3982.49707 validation_1-mae:6003.28076 [1564] validation_0-mae:3981.78345 validation_1-mae:6003.52197 [1565] validation_0-mae:3980.83496 validation_1-mae:6003.56299 [1566] validation_0-mae:3979.97437 validation_1-mae:6003.93750 [1567] validation_0-mae:3979.57886 validation_1-mae:6004.13770 [1568] validation_0-mae:3978.53247 validation_1-mae:6004.31348 [1569] validation_0-mae:3977.87842 validation_1-mae:6004.13232 [1570] validation_0-mae:3976.89844 validation_1-mae:6004.39014 [1571] validation_0-mae:3976.00977 validation_1-mae:6004.37109 [1572] validation_0-mae:3974.88403 validation_1-mae:6004.62402 [1573] validation_0-mae:3973.98535 validation_1-mae:6004.63037 [1574] validation_0-mae:3973.40649 validation_1-mae:6004.91455 [1575] validation_0-mae:3973.05859 validation_1-mae:6005.01123 [1576] validation_0-mae:3972.40308 validation_1-mae:6004.74072 [1577] validation_0-mae:3971.50684 validation_1-mae:6004.54297 [1578] validation_0-mae:3970.42090 validation_1-mae:6004.47314 [1579] validation_0-mae:3969.97681 validation_1-mae:6004.55420 [1580] validation_0-mae:3969.20410 validation_1-mae:6004.75928 [1581] validation_0-mae:3968.50684 validation_1-mae:6004.68603 [1582] validation_0-mae:3967.48926 validation_1-mae:6004.44092 [1583] validation_0-mae:3966.69824 validation_1-mae:6004.31738 [1584] validation_0-mae:3966.32324 validation_1-mae:6004.51074 [1585] validation_0-mae:3965.74561 validation_1-mae:6004.63428 [1586] validation_0-mae:3964.98120 validation_1-mae:6004.51025 [1587] validation_0-mae:3963.88989 validation_1-mae:6004.02344 [1588] validation_0-mae:3963.53613 validation_1-mae:6004.21240 [1589] validation_0-mae:3962.88696 validation_1-mae:6004.21777 [1590] validation_0-mae:3961.51733 validation_1-mae:6003.94238 [1591] validation_0-mae:3960.54712 validation_1-mae:6003.86475 [1592] validation_0-mae:3959.51269 validation_1-mae:6003.38574 [1593] validation_0-mae:3959.03638 validation_1-mae:6003.43799 [1594] validation_0-mae:3957.81177 validation_1-mae:6003.13477 [1595] validation_0-mae:3956.78076 validation_1-mae:6002.86035 [1596] validation_0-mae:3955.84814 validation_1-mae:6002.77100 [1597] validation_0-mae:3955.18433 validation_1-mae:6002.97363 [1598] validation_0-mae:3954.11768 validation_1-mae:6002.83008 [1599] validation_0-mae:3952.93921 validation_1-mae:6002.68457 [1600] validation_0-mae:3951.68750 validation_1-mae:6003.22754 [1601] validation_0-mae:3951.05005 validation_1-mae:6003.28809 [1602] validation_0-mae:3950.70850 validation_1-mae:6003.20312 [1603] validation_0-mae:3950.18774 validation_1-mae:6003.77441 [1604] validation_0-mae:3950.06079 validation_1-mae:6003.63623 [1605] validation_0-mae:3949.61231 validation_1-mae:6003.78125 [1606] validation_0-mae:3948.70312 validation_1-mae:6004.26270 [1607] validation_0-mae:3948.04541 validation_1-mae:6004.62793 [1608] validation_0-mae:3946.33276 validation_1-mae:6004.31250 [1609] validation_0-mae:3944.73511 validation_1-mae:6004.46631 [1610] validation_0-mae:3944.30884 validation_1-mae:6004.37598 [1611] validation_0-mae:3943.12769 validation_1-mae:6003.99463 [1612] validation_0-mae:3942.54736 validation_1-mae:6004.20557 [1613] validation_0-mae:3941.80957 validation_1-mae:6004.40918 [1614] validation_0-mae:3941.10400 validation_1-mae:6004.15039 [1615] validation_0-mae:3940.35010 validation_1-mae:6004.17627 [1616] validation_0-mae:3939.68457 validation_1-mae:6004.46094 [1617] validation_0-mae:3938.43848 validation_1-mae:6004.78369 [1618] validation_0-mae:3936.63647 validation_1-mae:6004.91699 [1619] validation_0-mae:3935.72681 validation_1-mae:6004.70361 [1620] validation_0-mae:3934.39380 validation_1-mae:6004.02734 [1621] validation_0-mae:3933.61426 validation_1-mae:6004.18066 [1622] validation_0-mae:3932.96313 validation_1-mae:6004.34473 [1623] validation_0-mae:3932.07812 validation_1-mae:6004.18945 [1624] validation_0-mae:3931.43042 validation_1-mae:6004.25244 [1625] validation_0-mae:3930.85693 validation_1-mae:6004.13037 [1626] validation_0-mae:3930.09448 validation_1-mae:6003.74609 [1627] validation_0-mae:3928.81982 validation_1-mae:6003.82373 [1628] validation_0-mae:3927.99658 validation_1-mae:6003.96924 [1629] validation_0-mae:3927.46020 validation_1-mae:6004.27100 [1630] validation_0-mae:3926.72266 validation_1-mae:6004.04785 [1631] validation_0-mae:3925.01904 validation_1-mae:6003.63916 [1632] validation_0-mae:3923.93579 validation_1-mae:6003.78711 [1633] validation_0-mae:3923.14160 validation_1-mae:6003.62549 [1634] validation_0-mae:3922.27930 validation_1-mae:6003.30322 [1635] validation_0-mae:3921.13403 validation_1-mae:6002.93213 [1636] validation_0-mae:3919.63769 validation_1-mae:6002.87891 [1637] validation_0-mae:3918.89380 validation_1-mae:6003.14111 [1638] validation_0-mae:3918.32105 validation_1-mae:6003.08594 [1639] validation_0-mae:3917.74243 validation_1-mae:6003.18555 [1640] validation_0-mae:3916.59497 validation_1-mae:6003.03711 [1641] validation_0-mae:3915.92334 validation_1-mae:6003.27734 [1642] validation_0-mae:3915.08154 validation_1-mae:6002.98877 [1643] validation_0-mae:3914.57178 validation_1-mae:6003.21826 [1644] validation_0-mae:3914.00879 validation_1-mae:6003.11084 [1645] validation_0-mae:3913.32666 validation_1-mae:6003.02148 [1646] validation_0-mae:3912.57544 validation_1-mae:6003.66553 [1647] validation_0-mae:3911.46558 validation_1-mae:6003.91016 [1648] validation_0-mae:3910.81201 validation_1-mae:6003.93555 [1649] validation_0-mae:3910.06885 validation_1-mae:6003.66113 [1650] validation_0-mae:3909.95679 validation_1-mae:6003.75000 [1651] validation_0-mae:3908.80347 validation_1-mae:6003.24023 [1652] validation_0-mae:3907.78613 validation_1-mae:6003.09375 [1653] validation_0-mae:3906.29883 validation_1-mae:6002.81397 [1654] validation_0-mae:3905.72021 validation_1-mae:6002.55566 [1655] validation_0-mae:3905.10303 validation_1-mae:6002.88672 [1656] validation_0-mae:3905.01367 validation_1-mae:6002.90332 [1657] validation_0-mae:3904.79981 validation_1-mae:6002.65527 [1658] validation_0-mae:3904.13525 validation_1-mae:6003.10889 [1659] validation_0-mae:3903.64575 validation_1-mae:6003.22314 [1660] validation_0-mae:3903.02124 validation_1-mae:6003.55225 [1661] validation_0-mae:3902.56323 validation_1-mae:6003.56885 [1662] validation_0-mae:3901.62598 validation_1-mae:6003.33887 [1663] validation_0-mae:3900.62500 validation_1-mae:6002.97022 [1664] validation_0-mae:3899.54004 validation_1-mae:6003.07129 [1665] validation_0-mae:3898.76196 validation_1-mae:6003.03857 [1666] validation_0-mae:3897.82812 validation_1-mae:6003.26562 [1667] validation_0-mae:3897.44092 validation_1-mae:6003.16162 [1668] validation_0-mae:3896.92798 validation_1-mae:6003.40625 [1669] validation_0-mae:3896.17358 validation_1-mae:6003.26855 [1670] validation_0-mae:3895.48193 validation_1-mae:6003.41016 [1671] validation_0-mae:3893.83789 validation_1-mae:6003.33203 [1672] validation_0-mae:3892.90674 validation_1-mae:6003.34180 [1673] validation_0-mae:3892.53711 validation_1-mae:6003.23535 [1674] validation_0-mae:3892.05737 validation_1-mae:6003.62891 [1675] validation_0-mae:3891.39356 validation_1-mae:6003.63916 [1676] validation_0-mae:3890.95117 validation_1-mae:6003.78516 [1677] validation_0-mae:3890.25049 validation_1-mae:6003.66211 [1678] validation_0-mae:3889.72388 validation_1-mae:6003.94043 [1679] validation_0-mae:3888.69971 validation_1-mae:6003.92285 [1680] validation_0-mae:3887.81494 validation_1-mae:6003.82568 [1681] validation_0-mae:3886.89795 validation_1-mae:6003.90967 [1682] validation_0-mae:3885.96533 validation_1-mae:6003.64844 [1683] validation_0-mae:3885.27246 validation_1-mae:6003.73535 [1684] validation_0-mae:3884.56494 validation_1-mae:6003.88770 [1685] validation_0-mae:3883.97852 validation_1-mae:6003.73193 [1686] validation_0-mae:3883.31274 validation_1-mae:6003.92041 [1687] validation_0-mae:3882.18311 validation_1-mae:6003.48535 [1688] validation_0-mae:3881.45703 validation_1-mae:6003.59180 [1689] validation_0-mae:3880.59473 validation_1-mae:6003.70117 [1690] validation_0-mae:3880.00903 validation_1-mae:6003.69629 [1691] validation_0-mae:3878.95459 validation_1-mae:6003.06250 [1692] validation_0-mae:3878.34912 validation_1-mae:6002.77978 [1693] validation_0-mae:3877.61572 validation_1-mae:6002.58838 [1694] validation_0-mae:3876.55615 validation_1-mae:6002.44873 [1695] validation_0-mae:3876.08423 validation_1-mae:6002.17578 [1696] validation_0-mae:3875.63355 validation_1-mae:6002.51367 [1697] validation_0-mae:3874.58130 validation_1-mae:6002.84863 [1698] validation_0-mae:3874.00586 validation_1-mae:6003.14453 [1699] validation_0-mae:3873.27515 validation_1-mae:6002.62549 Dropping: cic [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.97461 validation_1-mae:9623.92090 [14] validation_0-mae:9418.90527 validation_1-mae:9233.26269 [15] validation_0-mae:9084.41894 validation_1-mae:8905.83496 [16] validation_0-mae:8802.76660 validation_1-mae:8634.42578 [17] validation_0-mae:8567.56836 validation_1-mae:8409.99414 [18] validation_0-mae:8374.73047 validation_1-mae:8221.72070 [19] validation_0-mae:8212.23242 validation_1-mae:8068.92334 [20] validation_0-mae:8069.45264 validation_1-mae:7937.78662 [21] validation_0-mae:7945.11670 validation_1-mae:7829.90234 [22] validation_0-mae:7846.97559 validation_1-mae:7743.72949 [23] validation_0-mae:7760.82373 validation_1-mae:7674.55371 [24] validation_0-mae:7677.09228 validation_1-mae:7596.20996 [25] validation_0-mae:7604.52100 validation_1-mae:7532.87549 [26] validation_0-mae:7549.05176 validation_1-mae:7486.08301 [27] validation_0-mae:7488.75049 validation_1-mae:7432.06982 [28] validation_0-mae:7439.51172 validation_1-mae:7391.24365 [29] validation_0-mae:7397.34473 validation_1-mae:7357.07031 [30] validation_0-mae:7361.62842 validation_1-mae:7326.59082 [31] validation_0-mae:7321.06689 validation_1-mae:7290.04102 [32] validation_0-mae:7292.64111 validation_1-mae:7272.56006 [33] validation_0-mae:7264.37012 validation_1-mae:7251.49316 [34] validation_0-mae:7234.05078 validation_1-mae:7231.50049 [35] validation_0-mae:7202.57715 validation_1-mae:7206.80029 [36] validation_0-mae:7185.35889 validation_1-mae:7193.41162 [37] validation_0-mae:7167.74219 validation_1-mae:7183.36621 [38] validation_0-mae:7142.38184 validation_1-mae:7161.95850 [39] validation_0-mae:7121.32422 validation_1-mae:7144.81641 [40] validation_0-mae:7103.48682 validation_1-mae:7134.17871 [41] validation_0-mae:7087.31689 validation_1-mae:7121.69727 [42] validation_0-mae:7070.21045 validation_1-mae:7110.96973 [43] validation_0-mae:7050.17432 validation_1-mae:7097.08105 [44] validation_0-mae:7037.65234 validation_1-mae:7086.48926 [45] validation_0-mae:7012.39990 validation_1-mae:7066.02686 [46] validation_0-mae:6988.82861 validation_1-mae:7045.70117 [47] validation_0-mae:6972.97461 validation_1-mae:7037.62451 [48] validation_0-mae:6948.31738 validation_1-mae:7019.15283 [49] validation_0-mae:6934.13916 validation_1-mae:7009.04688 [50] validation_0-mae:6915.89404 validation_1-mae:6995.64258 [51] validation_0-mae:6901.48145 validation_1-mae:6990.08252 [52] validation_0-mae:6888.41309 validation_1-mae:6978.75488 [53] validation_0-mae:6875.91895 validation_1-mae:6973.31494 [54] validation_0-mae:6867.48633 validation_1-mae:6967.02930 [55] validation_0-mae:6851.41260 validation_1-mae:6955.21240 [56] validation_0-mae:6832.73730 validation_1-mae:6938.76074 [57] validation_0-mae:6819.11230 validation_1-mae:6929.88379 [58] validation_0-mae:6809.64258 validation_1-mae:6921.67773 [59] validation_0-mae:6794.47510 validation_1-mae:6912.63379 [60] validation_0-mae:6779.62793 validation_1-mae:6899.71924 [61] validation_0-mae:6767.44922 validation_1-mae:6891.05371 [62] validation_0-mae:6746.22412 validation_1-mae:6873.97070 [63] validation_0-mae:6733.93799 validation_1-mae:6862.68506 [64] validation_0-mae:6723.69336 validation_1-mae:6859.16504 [65] validation_0-mae:6714.66602 validation_1-mae:6852.24805 [66] validation_0-mae:6703.12988 validation_1-mae:6843.36523 [67] validation_0-mae:6696.48779 validation_1-mae:6838.77783 [68] validation_0-mae:6678.37939 validation_1-mae:6823.35547 [69] validation_0-mae:6665.91162 validation_1-mae:6813.93164 [70] validation_0-mae:6655.08008 validation_1-mae:6806.34570 [71] validation_0-mae:6640.38037 validation_1-mae:6792.64307 [72] validation_0-mae:6631.74463 validation_1-mae:6785.47461 [73] validation_0-mae:6624.77881 validation_1-mae:6782.27295 [74] validation_0-mae:6617.17139 validation_1-mae:6777.61572 [75] validation_0-mae:6607.47510 validation_1-mae:6771.16504 [76] validation_0-mae:6595.37891 validation_1-mae:6762.57422 [77] validation_0-mae:6586.02344 validation_1-mae:6753.50244 [78] validation_0-mae:6577.90137 validation_1-mae:6749.68457 [79] validation_0-mae:6570.18164 validation_1-mae:6745.46094 [80] validation_0-mae:6557.68701 validation_1-mae:6736.57910 [81] validation_0-mae:6547.67383 validation_1-mae:6727.22998 [82] validation_0-mae:6538.81103 validation_1-mae:6722.49268 [83] validation_0-mae:6531.09277 validation_1-mae:6718.48096 [84] validation_0-mae:6521.59863 validation_1-mae:6709.71289 [85] validation_0-mae:6514.22656 validation_1-mae:6704.92529 [86] validation_0-mae:6496.79639 validation_1-mae:6688.10352 [87] validation_0-mae:6492.96484 validation_1-mae:6684.31152 [88] validation_0-mae:6484.78174 validation_1-mae:6679.67969 [89] validation_0-mae:6479.22852 validation_1-mae:6675.99902 [90] validation_0-mae:6469.85107 validation_1-mae:6669.42139 [91] validation_0-mae:6466.19727 validation_1-mae:6665.62939 [92] validation_0-mae:6459.61328 validation_1-mae:6662.27686 [93] validation_0-mae:6453.50635 validation_1-mae:6657.02783 [94] validation_0-mae:6446.53809 validation_1-mae:6654.25586 [95] validation_0-mae:6442.28418 validation_1-mae:6652.05566 [96] validation_0-mae:6433.30811 validation_1-mae:6645.31885 [97] validation_0-mae:6429.57275 validation_1-mae:6643.62353 [98] validation_0-mae:6418.11523 validation_1-mae:6638.83691 [99] validation_0-mae:6411.43506 validation_1-mae:6633.50928 [100] validation_0-mae:6401.94629 validation_1-mae:6625.90625 [101] validation_0-mae:6399.03760 validation_1-mae:6622.46728 [102] validation_0-mae:6394.48975 validation_1-mae:6619.93408 [103] validation_0-mae:6387.21631 validation_1-mae:6615.23926 [104] validation_0-mae:6380.02393 validation_1-mae:6610.91016 [105] validation_0-mae:6370.96533 validation_1-mae:6605.09277 [106] validation_0-mae:6368.63916 validation_1-mae:6603.67090 [107] validation_0-mae:6360.38574 validation_1-mae:6600.10352 [108] validation_0-mae:6355.37207 validation_1-mae:6597.55029 [109] validation_0-mae:6350.80762 validation_1-mae:6593.45898 [110] validation_0-mae:6340.29297 validation_1-mae:6586.31885 [111] validation_0-mae:6333.36133 validation_1-mae:6582.14893 [112] validation_0-mae:6325.15478 validation_1-mae:6575.74561 [113] validation_0-mae:6323.09766 validation_1-mae:6575.35498 [114] validation_0-mae:6318.51318 validation_1-mae:6572.73438 [115] validation_0-mae:6312.02246 validation_1-mae:6569.34912 [116] validation_0-mae:6306.61133 validation_1-mae:6565.31201 [117] validation_0-mae:6299.75000 validation_1-mae:6560.46289 [118] validation_0-mae:6296.75879 validation_1-mae:6560.57129 [119] validation_0-mae:6292.89453 validation_1-mae:6557.11914 [120] validation_0-mae:6288.02441 validation_1-mae:6554.79492 [121] validation_0-mae:6282.20996 validation_1-mae:6549.86768 [122] validation_0-mae:6278.38770 validation_1-mae:6547.31006 [123] validation_0-mae:6272.84326 validation_1-mae:6544.34131 [124] validation_0-mae:6269.35693 validation_1-mae:6542.54688 [125] validation_0-mae:6265.62988 validation_1-mae:6541.05371 [126] validation_0-mae:6259.69482 validation_1-mae:6538.28613 [127] validation_0-mae:6256.23486 validation_1-mae:6536.42383 [128] validation_0-mae:6250.12109 validation_1-mae:6532.44531 [129] validation_0-mae:6245.89941 validation_1-mae:6529.17676 [130] validation_0-mae:6236.42139 validation_1-mae:6525.43506 [131] validation_0-mae:6229.63428 validation_1-mae:6521.16016 [132] validation_0-mae:6224.91211 validation_1-mae:6517.63672 [133] validation_0-mae:6221.91602 validation_1-mae:6516.50000 [134] validation_0-mae:6216.85547 validation_1-mae:6512.96143 [135] validation_0-mae:6210.98047 validation_1-mae:6510.77344 [136] validation_0-mae:6208.15674 validation_1-mae:6509.38672 [137] validation_0-mae:6206.44873 validation_1-mae:6508.12256 [138] validation_0-mae:6201.97022 validation_1-mae:6504.84912 [139] validation_0-mae:6196.02881 validation_1-mae:6501.07959 [140] validation_0-mae:6187.59961 validation_1-mae:6496.60254 [141] validation_0-mae:6183.32910 validation_1-mae:6494.40625 [142] validation_0-mae:6178.51270 validation_1-mae:6492.16260 [143] validation_0-mae:6173.39600 validation_1-mae:6488.32227 [144] validation_0-mae:6169.59180 validation_1-mae:6486.39209 [145] validation_0-mae:6164.94434 validation_1-mae:6483.44824 [146] validation_0-mae:6162.82471 validation_1-mae:6481.48438 [147] validation_0-mae:6161.13330 validation_1-mae:6480.85889 [148] validation_0-mae:6155.72412 validation_1-mae:6480.91211 [149] validation_0-mae:6151.38818 validation_1-mae:6479.40039 [150] validation_0-mae:6146.92285 validation_1-mae:6477.62891 [151] validation_0-mae:6141.92383 validation_1-mae:6474.79150 [152] validation_0-mae:6137.30615 validation_1-mae:6470.97510 [153] validation_0-mae:6134.52197 validation_1-mae:6469.27002 [154] validation_0-mae:6130.20410 validation_1-mae:6468.20850 [155] validation_0-mae:6126.19727 validation_1-mae:6465.27881 [156] validation_0-mae:6122.86133 validation_1-mae:6463.08545 [157] validation_0-mae:6117.54102 validation_1-mae:6458.54883 [158] validation_0-mae:6115.05225 validation_1-mae:6457.63721 [159] validation_0-mae:6113.04688 validation_1-mae:6457.29590 [160] validation_0-mae:6111.48584 validation_1-mae:6456.80078 [161] validation_0-mae:6104.63428 validation_1-mae:6452.35986 [162] validation_0-mae:6098.76318 validation_1-mae:6449.69824 [163] validation_0-mae:6096.16992 validation_1-mae:6447.75195 [164] validation_0-mae:6093.40137 validation_1-mae:6446.72461 [165] validation_0-mae:6089.38281 validation_1-mae:6445.52930 [166] validation_0-mae:6085.45312 validation_1-mae:6444.74902 [167] validation_0-mae:6081.51416 validation_1-mae:6443.30762 [168] validation_0-mae:6075.48291 validation_1-mae:6438.61719 [169] validation_0-mae:6073.08252 validation_1-mae:6437.62305 [170] validation_0-mae:6067.53369 validation_1-mae:6435.16992 [171] validation_0-mae:6065.84912 validation_1-mae:6433.83838 [172] validation_0-mae:6062.90674 validation_1-mae:6432.79980 [173] validation_0-mae:6060.98584 validation_1-mae:6432.37451 [174] validation_0-mae:6057.06787 validation_1-mae:6430.52832 [175] validation_0-mae:6054.80811 validation_1-mae:6428.85498 [176] validation_0-mae:6050.88574 validation_1-mae:6428.23877 [177] validation_0-mae:6046.25732 validation_1-mae:6427.19971 [178] validation_0-mae:6042.91943 validation_1-mae:6425.96777 [179] validation_0-mae:6038.54297 validation_1-mae:6424.34375 [180] validation_0-mae:6034.52490 validation_1-mae:6422.50049 [181] validation_0-mae:6032.51025 validation_1-mae:6421.45654 [182] validation_0-mae:6023.75195 validation_1-mae:6415.62353 [183] validation_0-mae:6019.36816 validation_1-mae:6413.46924 [184] validation_0-mae:6016.24072 validation_1-mae:6412.65723 [185] validation_0-mae:6013.88379 validation_1-mae:6410.89502 [186] validation_0-mae:6011.13135 validation_1-mae:6408.56299 [187] validation_0-mae:6007.05078 validation_1-mae:6406.20361 [188] validation_0-mae:6004.00439 validation_1-mae:6404.73291 [189] validation_0-mae:6001.51221 validation_1-mae:6404.22412 [190] validation_0-mae:5998.11621 validation_1-mae:6402.51465 [191] validation_0-mae:5995.14990 validation_1-mae:6401.69678 [192] validation_0-mae:5993.34961 validation_1-mae:6401.23877 [193] validation_0-mae:5988.86816 validation_1-mae:6399.16260 [194] validation_0-mae:5987.45801 validation_1-mae:6398.69775 [195] validation_0-mae:5985.67725 validation_1-mae:6397.12744 [196] validation_0-mae:5981.48926 validation_1-mae:6395.90918 [197] validation_0-mae:5979.76709 validation_1-mae:6395.89502 [198] validation_0-mae:5975.90967 validation_1-mae:6394.09082 [199] validation_0-mae:5972.02100 validation_1-mae:6390.78174 [200] validation_0-mae:5968.80566 validation_1-mae:6390.33203 [201] validation_0-mae:5965.14697 validation_1-mae:6388.32178 [202] validation_0-mae:5963.88672 validation_1-mae:6387.99561 [203] validation_0-mae:5960.58447 validation_1-mae:6387.17188 [204] validation_0-mae:5957.54492 validation_1-mae:6386.75928 [205] validation_0-mae:5955.40283 validation_1-mae:6386.30469 [206] validation_0-mae:5950.46338 validation_1-mae:6384.34033 [207] validation_0-mae:5948.04395 validation_1-mae:6383.71680 [208] validation_0-mae:5946.89844 validation_1-mae:6383.01074 [209] validation_0-mae:5942.30957 validation_1-mae:6381.08643 [210] validation_0-mae:5933.13379 validation_1-mae:6375.47070 [211] validation_0-mae:5931.74268 validation_1-mae:6374.15918 [212] validation_0-mae:5929.59375 validation_1-mae:6373.61768 [213] validation_0-mae:5926.38379 validation_1-mae:6372.00879 [214] validation_0-mae:5922.98389 validation_1-mae:6370.86963 [215] validation_0-mae:5921.41309 validation_1-mae:6370.01221 [216] validation_0-mae:5920.16943 validation_1-mae:6370.06982 [217] validation_0-mae:5915.81689 validation_1-mae:6368.80127 [218] validation_0-mae:5911.50000 validation_1-mae:6365.87891 [219] validation_0-mae:5905.03369 validation_1-mae:6360.48340 [220] validation_0-mae:5903.59961 validation_1-mae:6360.87598 [221] validation_0-mae:5902.16309 validation_1-mae:6360.01953 [222] validation_0-mae:5898.11035 validation_1-mae:6356.26611 [223] validation_0-mae:5894.22656 validation_1-mae:6354.69043 [224] validation_0-mae:5890.37939 validation_1-mae:6352.25781 [225] validation_0-mae:5885.57715 validation_1-mae:6350.67920 [226] validation_0-mae:5882.39844 validation_1-mae:6349.58496 [227] validation_0-mae:5879.46045 validation_1-mae:6347.36230 [228] validation_0-mae:5877.16699 validation_1-mae:6346.33936 [229] validation_0-mae:5875.57178 validation_1-mae:6346.98242 [230] validation_0-mae:5873.13574 validation_1-mae:6346.77637 [231] validation_0-mae:5870.07568 validation_1-mae:6345.51611 [232] validation_0-mae:5867.89648 validation_1-mae:6344.53320 [233] validation_0-mae:5866.74707 validation_1-mae:6344.03174 [234] validation_0-mae:5864.54688 validation_1-mae:6342.59473 [235] validation_0-mae:5861.13623 validation_1-mae:6340.75049 [236] validation_0-mae:5858.91504 validation_1-mae:6339.73682 [237] validation_0-mae:5856.35547 validation_1-mae:6338.30811 [238] validation_0-mae:5855.32422 validation_1-mae:6337.82715 [239] validation_0-mae:5853.47070 validation_1-mae:6337.31397 [240] validation_0-mae:5851.27686 validation_1-mae:6336.45020 [241] validation_0-mae:5850.04150 validation_1-mae:6335.94531 [242] validation_0-mae:5847.14990 validation_1-mae:6335.33984 [243] validation_0-mae:5844.53027 validation_1-mae:6335.19629 [244] validation_0-mae:5843.43262 validation_1-mae:6335.38574 [245] validation_0-mae:5840.76318 validation_1-mae:6335.24365 [246] validation_0-mae:5837.57715 validation_1-mae:6333.66162 [247] validation_0-mae:5834.19092 validation_1-mae:6333.75000 [248] validation_0-mae:5831.01611 validation_1-mae:6331.79785 [249] validation_0-mae:5830.44141 validation_1-mae:6331.55518 [250] validation_0-mae:5825.17578 validation_1-mae:6329.52539 [251] validation_0-mae:5818.32373 validation_1-mae:6325.42334 [252] validation_0-mae:5815.32178 validation_1-mae:6323.91797 [253] validation_0-mae:5812.25000 validation_1-mae:6321.72510 [254] validation_0-mae:5805.23291 validation_1-mae:6317.08203 [255] validation_0-mae:5803.06348 validation_1-mae:6315.95215 [256] validation_0-mae:5801.18897 validation_1-mae:6315.01367 [257] validation_0-mae:5798.64941 validation_1-mae:6314.19189 [258] validation_0-mae:5797.08887 validation_1-mae:6313.37012 [259] validation_0-mae:5794.11963 validation_1-mae:6312.20068 [260] validation_0-mae:5792.67188 validation_1-mae:6311.72559 [261] validation_0-mae:5790.99219 validation_1-mae:6310.92041 [262] validation_0-mae:5790.24414 validation_1-mae:6311.15820 [263] validation_0-mae:5785.48486 validation_1-mae:6309.29150 [264] validation_0-mae:5780.98145 validation_1-mae:6306.69971 [265] validation_0-mae:5778.87549 validation_1-mae:6306.75537 [266] validation_0-mae:5776.26807 validation_1-mae:6306.56543 [267] validation_0-mae:5773.67969 validation_1-mae:6305.11816 [268] validation_0-mae:5767.21045 validation_1-mae:6300.22900 [269] validation_0-mae:5762.34668 validation_1-mae:6298.42627 [270] validation_0-mae:5759.41504 validation_1-mae:6298.27051 [271] validation_0-mae:5757.58447 validation_1-mae:6297.28711 [272] validation_0-mae:5751.88281 validation_1-mae:6292.99902 [273] validation_0-mae:5749.97168 validation_1-mae:6291.86621 [274] validation_0-mae:5747.63623 validation_1-mae:6292.04492 [275] validation_0-mae:5743.51904 validation_1-mae:6288.70605 [276] validation_0-mae:5740.94141 validation_1-mae:6287.64453 [277] validation_0-mae:5738.82715 validation_1-mae:6287.16699 [278] validation_0-mae:5737.67041 validation_1-mae:6286.62549 [279] validation_0-mae:5736.51709 validation_1-mae:6286.23438 [280] validation_0-mae:5735.21875 validation_1-mae:6284.98389 [281] validation_0-mae:5730.88086 validation_1-mae:6283.56592 [282] validation_0-mae:5728.89307 validation_1-mae:6283.71875 [283] validation_0-mae:5725.46631 validation_1-mae:6282.59180 [284] validation_0-mae:5721.76807 validation_1-mae:6280.05273 [285] validation_0-mae:5718.91895 validation_1-mae:6280.11426 [286] validation_0-mae:5718.00488 validation_1-mae:6279.64844 [287] validation_0-mae:5715.20361 validation_1-mae:6277.37305 [288] validation_0-mae:5711.99463 validation_1-mae:6277.39062 [289] validation_0-mae:5708.86963 validation_1-mae:6277.03613 [290] validation_0-mae:5702.67090 validation_1-mae:6274.13916 [291] validation_0-mae:5701.22705 validation_1-mae:6273.60986 [292] validation_0-mae:5699.65527 validation_1-mae:6273.15674 [293] validation_0-mae:5697.72656 validation_1-mae:6272.91406 [294] validation_0-mae:5696.92822 validation_1-mae:6272.65869 [295] validation_0-mae:5695.46680 validation_1-mae:6272.35449 [296] validation_0-mae:5694.14502 validation_1-mae:6271.39844 [297] validation_0-mae:5693.14111 validation_1-mae:6270.65723 [298] validation_0-mae:5691.37793 validation_1-mae:6270.62695 [299] validation_0-mae:5690.73291 validation_1-mae:6270.58838 [300] validation_0-mae:5688.11230 validation_1-mae:6269.42627 [301] validation_0-mae:5682.95898 validation_1-mae:6266.32520 [302] validation_0-mae:5679.82568 validation_1-mae:6266.36279 [303] validation_0-mae:5674.03027 validation_1-mae:6262.58643 [304] validation_0-mae:5671.36133 validation_1-mae:6261.83398 [305] validation_0-mae:5669.45752 validation_1-mae:6262.30176 [306] validation_0-mae:5667.99512 validation_1-mae:6262.64453 [307] validation_0-mae:5664.36621 validation_1-mae:6262.09473 [308] validation_0-mae:5661.89062 validation_1-mae:6261.14795 [309] validation_0-mae:5659.89258 validation_1-mae:6260.62793 [310] validation_0-mae:5656.52832 validation_1-mae:6258.75342 [311] validation_0-mae:5655.00098 validation_1-mae:6257.94775 [312] validation_0-mae:5647.85205 validation_1-mae:6254.47461 [313] validation_0-mae:5647.05469 validation_1-mae:6253.89795 [314] validation_0-mae:5645.25732 validation_1-mae:6253.43018 [315] validation_0-mae:5642.13379 validation_1-mae:6253.03809 [316] validation_0-mae:5639.67725 validation_1-mae:6251.62842 [317] validation_0-mae:5635.88232 validation_1-mae:6249.61523 [318] validation_0-mae:5631.55566 validation_1-mae:6247.44238 [319] validation_0-mae:5628.55420 validation_1-mae:6247.25488 [320] validation_0-mae:5626.68018 validation_1-mae:6246.94287 [321] validation_0-mae:5626.43213 validation_1-mae:6247.11328 [322] validation_0-mae:5622.16162 validation_1-mae:6244.67871 [323] validation_0-mae:5619.66357 validation_1-mae:6243.96094 [324] validation_0-mae:5616.55762 validation_1-mae:6243.02978 [325] validation_0-mae:5615.26660 validation_1-mae:6243.08350 [326] validation_0-mae:5613.65234 validation_1-mae:6242.38477 [327] validation_0-mae:5611.63477 validation_1-mae:6242.35303 [328] validation_0-mae:5608.99219 validation_1-mae:6241.90186 [329] validation_0-mae:5603.26660 validation_1-mae:6238.66699 [330] validation_0-mae:5601.68945 validation_1-mae:6238.50293 [331] validation_0-mae:5600.56787 validation_1-mae:6238.24170 [332] validation_0-mae:5599.57275 validation_1-mae:6238.38184 [333] validation_0-mae:5597.46631 validation_1-mae:6237.01807 [334] validation_0-mae:5595.63818 validation_1-mae:6236.90527 [335] validation_0-mae:5594.11914 validation_1-mae:6236.45654 [336] validation_0-mae:5590.73193 validation_1-mae:6234.39746 [337] validation_0-mae:5589.38330 validation_1-mae:6234.76660 [338] validation_0-mae:5588.12061 validation_1-mae:6234.54004 [339] validation_0-mae:5587.80811 validation_1-mae:6234.32373 [340] validation_0-mae:5585.10986 validation_1-mae:6232.04053 [341] validation_0-mae:5580.31641 validation_1-mae:6229.38916 [342] validation_0-mae:5577.40478 validation_1-mae:6228.38428 [343] validation_0-mae:5575.94482 validation_1-mae:6228.38330 [344] validation_0-mae:5573.64551 validation_1-mae:6227.46191 [345] validation_0-mae:5570.46143 validation_1-mae:6226.10742 [346] validation_0-mae:5568.07178 validation_1-mae:6226.06299 [347] validation_0-mae:5564.20166 validation_1-mae:6225.95898 [348] validation_0-mae:5562.06250 validation_1-mae:6224.82959 [349] validation_0-mae:5560.40137 validation_1-mae:6224.54736 [350] validation_0-mae:5556.81738 validation_1-mae:6222.49023 [351] validation_0-mae:5553.63672 validation_1-mae:6220.43115 [352] validation_0-mae:5548.87891 validation_1-mae:6217.57373 [353] validation_0-mae:5546.63281 validation_1-mae:6217.59131 [354] validation_0-mae:5545.98682 validation_1-mae:6217.35840 [355] validation_0-mae:5541.97949 validation_1-mae:6217.25537 [356] validation_0-mae:5540.01807 validation_1-mae:6218.21582 [357] validation_0-mae:5538.53857 validation_1-mae:6217.43066 [358] validation_0-mae:5535.46728 validation_1-mae:6217.12549 [359] validation_0-mae:5533.98633 validation_1-mae:6216.63379 [360] validation_0-mae:5533.54102 validation_1-mae:6216.81934 [361] validation_0-mae:5532.12305 validation_1-mae:6216.76367 [362] validation_0-mae:5531.15478 validation_1-mae:6216.16748 [363] validation_0-mae:5530.33496 validation_1-mae:6216.41846 [364] validation_0-mae:5529.54004 validation_1-mae:6216.22607 [365] validation_0-mae:5527.85010 validation_1-mae:6215.56738 [366] validation_0-mae:5527.03662 validation_1-mae:6215.44043 [367] validation_0-mae:5525.86426 validation_1-mae:6215.71533 [368] validation_0-mae:5522.42090 validation_1-mae:6213.17432 [369] validation_0-mae:5519.99609 validation_1-mae:6212.94287 [370] validation_0-mae:5517.73779 validation_1-mae:6212.28272 [371] validation_0-mae:5515.48975 validation_1-mae:6212.51416 [372] validation_0-mae:5514.14844 validation_1-mae:6212.20947 [373] validation_0-mae:5513.76709 validation_1-mae:6212.04688 [374] validation_0-mae:5511.90186 validation_1-mae:6211.04590 [375] validation_0-mae:5508.98535 validation_1-mae:6209.94043 [376] validation_0-mae:5506.20361 validation_1-mae:6208.48779 [377] validation_0-mae:5505.51221 validation_1-mae:6208.45166 [378] validation_0-mae:5504.87695 validation_1-mae:6207.85498 [379] validation_0-mae:5502.75879 validation_1-mae:6207.28711 [380] validation_0-mae:5501.74072 validation_1-mae:6206.88574 [381] validation_0-mae:5499.63818 validation_1-mae:6206.34424 [382] validation_0-mae:5498.66748 validation_1-mae:6206.32178 [383] validation_0-mae:5496.74951 validation_1-mae:6205.86279 [384] validation_0-mae:5494.87353 validation_1-mae:6205.88037 [385] validation_0-mae:5491.41455 validation_1-mae:6205.13428 [386] validation_0-mae:5486.86523 validation_1-mae:6203.63379 [387] validation_0-mae:5482.82080 validation_1-mae:6203.19580 [388] validation_0-mae:5481.82324 validation_1-mae:6203.33496 [389] validation_0-mae:5480.05371 validation_1-mae:6202.29102 [390] validation_0-mae:5476.82764 validation_1-mae:6200.27002 [391] validation_0-mae:5476.33789 validation_1-mae:6200.44775 [392] validation_0-mae:5474.36328 validation_1-mae:6199.42090 [393] validation_0-mae:5473.27686 validation_1-mae:6198.96973 [394] validation_0-mae:5472.23584 validation_1-mae:6199.28711 [395] validation_0-mae:5469.76123 validation_1-mae:6198.05225 [396] validation_0-mae:5465.78711 validation_1-mae:6196.61279 [397] validation_0-mae:5464.77832 validation_1-mae:6196.60840 [398] validation_0-mae:5463.96680 validation_1-mae:6196.92480 [399] validation_0-mae:5461.18555 validation_1-mae:6195.74268 [400] validation_0-mae:5459.11133 validation_1-mae:6194.87647 [401] validation_0-mae:5455.87109 validation_1-mae:6192.57227 [402] validation_0-mae:5453.70361 validation_1-mae:6192.05420 [403] validation_0-mae:5451.91992 validation_1-mae:6191.04150 [404] validation_0-mae:5450.31201 validation_1-mae:6190.79688 [405] validation_0-mae:5449.09766 validation_1-mae:6190.30127 [406] validation_0-mae:5448.10938 validation_1-mae:6190.14355 [407] validation_0-mae:5443.80225 validation_1-mae:6187.50195 [408] validation_0-mae:5440.96436 validation_1-mae:6185.98145 [409] validation_0-mae:5437.35010 validation_1-mae:6184.90967 [410] validation_0-mae:5434.59668 validation_1-mae:6183.81250 [411] validation_0-mae:5431.47754 validation_1-mae:6182.81348 [412] validation_0-mae:5429.75830 validation_1-mae:6183.46094 [413] validation_0-mae:5427.37109 validation_1-mae:6183.03711 [414] validation_0-mae:5423.87207 validation_1-mae:6181.19580 [415] validation_0-mae:5421.84131 validation_1-mae:6180.62598 [416] validation_0-mae:5421.38672 validation_1-mae:6180.81299 [417] validation_0-mae:5419.36377 validation_1-mae:6180.96240 [418] validation_0-mae:5417.03516 validation_1-mae:6179.23193 [419] validation_0-mae:5415.20654 validation_1-mae:6178.19336 [420] validation_0-mae:5412.88965 validation_1-mae:6176.99268 [421] validation_0-mae:5411.54541 validation_1-mae:6175.77539 [422] validation_0-mae:5409.53857 validation_1-mae:6175.26416 [423] validation_0-mae:5409.02978 validation_1-mae:6175.33887 [424] validation_0-mae:5408.63770 validation_1-mae:6175.07471 [425] validation_0-mae:5407.06689 validation_1-mae:6175.03809 [426] validation_0-mae:5405.00195 validation_1-mae:6175.75830 [427] validation_0-mae:5403.62061 validation_1-mae:6175.44238 [428] validation_0-mae:5401.59961 validation_1-mae:6175.08936 [429] validation_0-mae:5399.80176 validation_1-mae:6174.70508 [430] validation_0-mae:5394.83789 validation_1-mae:6172.06738 [431] validation_0-mae:5390.72119 validation_1-mae:6170.18457 [432] validation_0-mae:5389.46533 validation_1-mae:6170.81152 [433] validation_0-mae:5387.76025 validation_1-mae:6170.50391 [434] validation_0-mae:5383.68457 validation_1-mae:6169.13672 [435] validation_0-mae:5382.02197 validation_1-mae:6168.89209 [436] validation_0-mae:5380.11426 validation_1-mae:6168.12891 [437] validation_0-mae:5379.26855 validation_1-mae:6168.27783 [438] validation_0-mae:5376.79199 validation_1-mae:6166.99170 [439] validation_0-mae:5376.12451 validation_1-mae:6167.01074 [440] validation_0-mae:5375.18750 validation_1-mae:6166.85547 [441] validation_0-mae:5373.71826 validation_1-mae:6167.05811 [442] validation_0-mae:5371.66943 validation_1-mae:6166.01416 [443] validation_0-mae:5368.92627 validation_1-mae:6165.17090 [444] validation_0-mae:5365.26318 validation_1-mae:6163.10254 [445] validation_0-mae:5362.58350 validation_1-mae:6162.44971 [446] validation_0-mae:5360.22119 validation_1-mae:6161.83594 [447] validation_0-mae:5357.99170 validation_1-mae:6162.64258 [448] validation_0-mae:5356.12256 validation_1-mae:6163.05371 [449] validation_0-mae:5353.73730 validation_1-mae:6162.37939 [450] validation_0-mae:5351.65234 validation_1-mae:6162.37061 [451] validation_0-mae:5350.12256 validation_1-mae:6161.71387 [452] validation_0-mae:5347.31299 validation_1-mae:6160.88721 [453] validation_0-mae:5345.78174 validation_1-mae:6160.53125 [454] validation_0-mae:5343.75977 validation_1-mae:6160.05029 [455] validation_0-mae:5342.29004 validation_1-mae:6159.36035 [456] validation_0-mae:5341.40137 validation_1-mae:6159.64453 [457] validation_0-mae:5340.80225 validation_1-mae:6159.89648 [458] validation_0-mae:5340.09228 validation_1-mae:6159.37061 [459] validation_0-mae:5338.72461 validation_1-mae:6159.41211 [460] validation_0-mae:5337.35938 validation_1-mae:6159.20703 [461] validation_0-mae:5334.84522 validation_1-mae:6156.86279 [462] validation_0-mae:5333.25293 validation_1-mae:6156.13330 [463] validation_0-mae:5332.16211 validation_1-mae:6155.69678 [464] validation_0-mae:5330.59033 validation_1-mae:6156.44971 [465] validation_0-mae:5327.47949 validation_1-mae:6154.67920 [466] validation_0-mae:5324.59326 validation_1-mae:6153.08838 [467] validation_0-mae:5324.43848 validation_1-mae:6152.93994 [468] validation_0-mae:5321.96973 validation_1-mae:6151.66895 [469] validation_0-mae:5320.33887 validation_1-mae:6150.75293 [470] validation_0-mae:5317.31348 validation_1-mae:6149.88428 [471] validation_0-mae:5315.48291 validation_1-mae:6149.04150 [472] validation_0-mae:5313.49316 validation_1-mae:6148.69336 [473] validation_0-mae:5312.34522 validation_1-mae:6148.36377 [474] validation_0-mae:5311.34326 validation_1-mae:6148.22705 [475] validation_0-mae:5309.50586 validation_1-mae:6147.53223 [476] validation_0-mae:5307.20947 validation_1-mae:6147.57812 [477] validation_0-mae:5305.18164 validation_1-mae:6146.81592 [478] validation_0-mae:5302.17627 validation_1-mae:6145.57666 [479] validation_0-mae:5300.34619 validation_1-mae:6145.45312 [480] validation_0-mae:5299.35449 validation_1-mae:6146.33594 [481] validation_0-mae:5297.50635 validation_1-mae:6146.09912 [482] validation_0-mae:5297.26025 validation_1-mae:6145.98779 [483] validation_0-mae:5296.17773 validation_1-mae:6146.26514 [484] validation_0-mae:5294.69141 validation_1-mae:6146.11279 [485] validation_0-mae:5291.70215 validation_1-mae:6145.52100 [486] validation_0-mae:5288.86523 validation_1-mae:6145.76953 [487] validation_0-mae:5286.62012 validation_1-mae:6146.37353 [488] validation_0-mae:5285.62988 validation_1-mae:6146.01807 [489] validation_0-mae:5282.63281 validation_1-mae:6145.90625 [490] validation_0-mae:5281.87647 validation_1-mae:6145.68359 [491] validation_0-mae:5280.23584 validation_1-mae:6145.55029 [492] validation_0-mae:5277.55225 validation_1-mae:6144.70752 [493] validation_0-mae:5275.41699 validation_1-mae:6144.58252 [494] validation_0-mae:5272.87793 validation_1-mae:6142.77002 [495] validation_0-mae:5271.37061 validation_1-mae:6142.28906 [496] validation_0-mae:5269.61768 validation_1-mae:6142.23975 [497] validation_0-mae:5268.19775 validation_1-mae:6142.43311 [498] validation_0-mae:5266.72070 validation_1-mae:6142.28564 [499] validation_0-mae:5265.02295 validation_1-mae:6141.94043 [500] validation_0-mae:5264.67480 validation_1-mae:6141.71680 [501] validation_0-mae:5263.32959 validation_1-mae:6141.32959 [502] validation_0-mae:5262.14746 validation_1-mae:6141.54785 [503] validation_0-mae:5259.08154 validation_1-mae:6140.46533 [504] validation_0-mae:5256.93457 validation_1-mae:6139.13477 [505] validation_0-mae:5253.37647 validation_1-mae:6138.72119 [506] validation_0-mae:5252.12939 validation_1-mae:6139.43848 [507] validation_0-mae:5250.15674 validation_1-mae:6139.58105 [508] validation_0-mae:5248.65772 validation_1-mae:6139.23975 [509] validation_0-mae:5247.58643 validation_1-mae:6139.27539 [510] validation_0-mae:5247.49414 validation_1-mae:6139.49268 [511] validation_0-mae:5245.78760 validation_1-mae:6139.90674 [512] validation_0-mae:5245.36328 validation_1-mae:6139.90576 [513] validation_0-mae:5243.85938 validation_1-mae:6138.49658 [514] validation_0-mae:5241.31250 validation_1-mae:6136.77295 [515] validation_0-mae:5239.05127 validation_1-mae:6136.04199 [516] validation_0-mae:5238.21924 validation_1-mae:6136.59570 [517] validation_0-mae:5236.37988 validation_1-mae:6136.11670 [518] validation_0-mae:5235.26172 validation_1-mae:6136.22754 [519] validation_0-mae:5233.16260 validation_1-mae:6136.50586 [520] validation_0-mae:5232.51660 validation_1-mae:6136.40723 [521] validation_0-mae:5231.65478 validation_1-mae:6136.04297 [522] validation_0-mae:5228.51855 validation_1-mae:6133.58545 [523] validation_0-mae:5227.31787 validation_1-mae:6133.41602 [524] validation_0-mae:5224.50781 validation_1-mae:6133.03857 [525] validation_0-mae:5222.51367 validation_1-mae:6133.18750 [526] validation_0-mae:5222.06152 validation_1-mae:6133.05469 [527] validation_0-mae:5220.90772 validation_1-mae:6132.82617 [528] validation_0-mae:5220.02148 validation_1-mae:6132.44189 [529] validation_0-mae:5219.42725 validation_1-mae:6132.56543 [530] validation_0-mae:5218.49121 validation_1-mae:6132.16406 [531] validation_0-mae:5217.16699 validation_1-mae:6131.43066 [532] validation_0-mae:5216.04297 validation_1-mae:6130.65186 [533] validation_0-mae:5214.83203 validation_1-mae:6130.57324 [534] validation_0-mae:5211.02783 validation_1-mae:6129.83691 [535] validation_0-mae:5208.47754 validation_1-mae:6129.41846 [536] validation_0-mae:5206.57568 validation_1-mae:6128.76074 [537] validation_0-mae:5204.90772 validation_1-mae:6128.51123 [538] validation_0-mae:5202.48926 validation_1-mae:6128.07178 [539] validation_0-mae:5200.22949 validation_1-mae:6128.35303 [540] validation_0-mae:5197.52393 validation_1-mae:6127.70312 [541] validation_0-mae:5196.04150 validation_1-mae:6127.28369 [542] validation_0-mae:5193.75928 validation_1-mae:6126.16846 [543] validation_0-mae:5190.83594 validation_1-mae:6125.37158 [544] validation_0-mae:5189.07812 validation_1-mae:6125.31885 [545] validation_0-mae:5187.68213 validation_1-mae:6125.70801 [546] validation_0-mae:5186.07178 validation_1-mae:6124.77393 [547] validation_0-mae:5184.77539 validation_1-mae:6124.69873 [548] validation_0-mae:5183.71826 validation_1-mae:6124.63086 [549] validation_0-mae:5181.49414 validation_1-mae:6124.17969 [550] validation_0-mae:5180.14941 validation_1-mae:6123.06445 [551] validation_0-mae:5178.80273 validation_1-mae:6122.25195 [552] validation_0-mae:5178.32959 validation_1-mae:6122.26709 [553] validation_0-mae:5177.96680 validation_1-mae:6122.21680 [554] validation_0-mae:5176.29834 validation_1-mae:6122.49170 [555] validation_0-mae:5175.10693 validation_1-mae:6122.98438 [556] validation_0-mae:5173.83008 validation_1-mae:6122.29053 [557] validation_0-mae:5172.94482 validation_1-mae:6122.47217 [558] validation_0-mae:5171.24707 validation_1-mae:6122.14014 [559] validation_0-mae:5170.13330 validation_1-mae:6121.75244 [560] validation_0-mae:5167.46728 validation_1-mae:6120.65625 [561] validation_0-mae:5165.06055 validation_1-mae:6120.54541 [562] validation_0-mae:5162.83789 validation_1-mae:6120.57129 [563] validation_0-mae:5161.24756 validation_1-mae:6119.89893 [564] validation_0-mae:5160.01758 validation_1-mae:6119.41162 [565] validation_0-mae:5158.31641 validation_1-mae:6119.16309 [566] validation_0-mae:5156.35889 validation_1-mae:6118.75342 [567] validation_0-mae:5155.42139 validation_1-mae:6119.04688 [568] validation_0-mae:5154.43018 validation_1-mae:6119.23926 [569] validation_0-mae:5152.44727 validation_1-mae:6119.02783 [570] validation_0-mae:5149.65186 validation_1-mae:6118.53906 [571] validation_0-mae:5146.81152 validation_1-mae:6117.73438 [572] validation_0-mae:5146.48193 validation_1-mae:6117.87647 [573] validation_0-mae:5144.77100 validation_1-mae:6116.91943 [574] validation_0-mae:5142.92090 validation_1-mae:6116.20996 [575] validation_0-mae:5141.37012 validation_1-mae:6116.19385 [576] validation_0-mae:5139.95020 validation_1-mae:6116.29150 [577] validation_0-mae:5137.83057 validation_1-mae:6115.80469 [578] validation_0-mae:5136.38135 validation_1-mae:6116.29248 [579] validation_0-mae:5135.54492 validation_1-mae:6116.38770 [580] validation_0-mae:5134.74707 validation_1-mae:6116.87305 [581] validation_0-mae:5131.22119 validation_1-mae:6116.03955 [582] validation_0-mae:5129.31006 validation_1-mae:6115.13232 [583] validation_0-mae:5128.12353 validation_1-mae:6115.21924 [584] validation_0-mae:5127.51953 validation_1-mae:6115.22656 [585] validation_0-mae:5124.18115 validation_1-mae:6115.12256 [586] validation_0-mae:5122.33887 validation_1-mae:6115.19238 [587] validation_0-mae:5120.83789 validation_1-mae:6113.55029 [588] validation_0-mae:5119.63086 validation_1-mae:6113.96436 [589] validation_0-mae:5117.76904 validation_1-mae:6113.76416 [590] validation_0-mae:5116.59180 validation_1-mae:6112.84228 [591] validation_0-mae:5113.32227 validation_1-mae:6110.34375 [592] validation_0-mae:5110.15869 validation_1-mae:6109.74756 [593] validation_0-mae:5108.02441 validation_1-mae:6108.96973 [594] validation_0-mae:5106.43018 validation_1-mae:6107.74805 [595] validation_0-mae:5105.24756 validation_1-mae:6107.72803 [596] validation_0-mae:5103.88037 validation_1-mae:6107.88770 [597] validation_0-mae:5102.61865 validation_1-mae:6107.12793 [598] validation_0-mae:5100.42383 validation_1-mae:6105.16113 [599] validation_0-mae:5099.07568 validation_1-mae:6104.57568 [600] validation_0-mae:5096.43066 validation_1-mae:6103.61377 [601] validation_0-mae:5094.59717 validation_1-mae:6103.74658 [602] validation_0-mae:5092.67383 validation_1-mae:6104.14844 [603] validation_0-mae:5091.40381 validation_1-mae:6103.72217 [604] validation_0-mae:5089.68897 validation_1-mae:6103.84180 [605] validation_0-mae:5089.31543 validation_1-mae:6104.14355 [606] validation_0-mae:5088.14258 validation_1-mae:6103.97559 [607] validation_0-mae:5087.26367 validation_1-mae:6103.37842 [608] validation_0-mae:5086.54248 validation_1-mae:6103.05225 [609] validation_0-mae:5085.34814 validation_1-mae:6102.63037 [610] validation_0-mae:5083.88672 validation_1-mae:6101.34082 [611] validation_0-mae:5081.66943 validation_1-mae:6100.40283 [612] validation_0-mae:5080.15625 validation_1-mae:6100.14600 [613] validation_0-mae:5079.38330 validation_1-mae:6099.35986 [614] validation_0-mae:5076.13232 validation_1-mae:6099.18213 [615] validation_0-mae:5074.68897 validation_1-mae:6099.21875 [616] validation_0-mae:5072.86572 validation_1-mae:6098.43897 [617] validation_0-mae:5072.55225 validation_1-mae:6098.69141 [618] validation_0-mae:5071.09717 validation_1-mae:6098.70117 [619] validation_0-mae:5069.04346 validation_1-mae:6098.36279 [620] validation_0-mae:5067.85010 validation_1-mae:6097.86572 [621] validation_0-mae:5067.37549 validation_1-mae:6097.56152 [622] validation_0-mae:5067.23535 validation_1-mae:6097.51172 [623] validation_0-mae:5065.20752 validation_1-mae:6098.54883 [624] validation_0-mae:5063.94482 validation_1-mae:6097.73486 [625] validation_0-mae:5062.15381 validation_1-mae:6097.22998 [626] validation_0-mae:5060.36084 validation_1-mae:6096.32178 [627] validation_0-mae:5058.21240 validation_1-mae:6095.35889 [628] validation_0-mae:5056.42676 validation_1-mae:6095.14502 [629] validation_0-mae:5055.01465 validation_1-mae:6095.41699 [630] validation_0-mae:5053.43603 validation_1-mae:6095.30225 [631] validation_0-mae:5051.69189 validation_1-mae:6095.01367 [632] validation_0-mae:5051.14844 validation_1-mae:6094.92627 [633] validation_0-mae:5049.47510 validation_1-mae:6095.04443 [634] validation_0-mae:5047.10303 validation_1-mae:6093.68066 [635] validation_0-mae:5044.42578 validation_1-mae:6094.08887 [636] validation_0-mae:5042.65869 validation_1-mae:6092.88721 [637] validation_0-mae:5041.76465 validation_1-mae:6093.05762 [638] validation_0-mae:5040.38037 validation_1-mae:6092.95996 [639] validation_0-mae:5038.14014 validation_1-mae:6093.32324 [640] validation_0-mae:5035.99902 validation_1-mae:6091.49414 [641] validation_0-mae:5034.43018 validation_1-mae:6090.73340 [642] validation_0-mae:5031.77051 validation_1-mae:6090.87793 [643] validation_0-mae:5030.47607 validation_1-mae:6090.07031 [644] validation_0-mae:5028.68799 validation_1-mae:6089.90478 [645] validation_0-mae:5026.48047 validation_1-mae:6088.92041 [646] validation_0-mae:5024.43994 validation_1-mae:6087.98340 [647] validation_0-mae:5022.63477 validation_1-mae:6088.14355 [648] validation_0-mae:5021.77539 validation_1-mae:6088.52881 [649] validation_0-mae:5019.00781 validation_1-mae:6087.33691 [650] validation_0-mae:5015.59766 validation_1-mae:6086.53076 [651] validation_0-mae:5012.70361 validation_1-mae:6086.36377 [652] validation_0-mae:5011.41357 validation_1-mae:6086.49365 [653] validation_0-mae:5008.25684 validation_1-mae:6084.76367 [654] validation_0-mae:5007.28076 validation_1-mae:6083.70117 [655] validation_0-mae:5005.69482 validation_1-mae:6083.07568 [656] validation_0-mae:5003.94043 validation_1-mae:6083.45264 [657] validation_0-mae:5001.20361 validation_1-mae:6082.31689 [658] validation_0-mae:5000.10303 validation_1-mae:6082.24414 [659] validation_0-mae:4999.10303 validation_1-mae:6081.79053 [660] validation_0-mae:4998.57617 validation_1-mae:6082.03467 [661] validation_0-mae:4996.96533 validation_1-mae:6082.09375 [662] validation_0-mae:4994.66406 validation_1-mae:6081.42773 [663] validation_0-mae:4994.47119 validation_1-mae:6081.28467 [664] validation_0-mae:4992.81982 validation_1-mae:6080.69580 [665] validation_0-mae:4992.66748 validation_1-mae:6080.70508 [666] validation_0-mae:4992.23535 validation_1-mae:6080.79834 [667] validation_0-mae:4991.16016 validation_1-mae:6080.51953 [668] validation_0-mae:4990.78223 validation_1-mae:6080.51904 [669] validation_0-mae:4989.71826 validation_1-mae:6080.46533 [670] validation_0-mae:4988.97461 validation_1-mae:6080.32568 [671] validation_0-mae:4987.74219 validation_1-mae:6080.35596 [672] validation_0-mae:4986.61230 validation_1-mae:6080.35986 [673] validation_0-mae:4986.22266 validation_1-mae:6080.28760 [674] validation_0-mae:4985.16504 validation_1-mae:6080.01416 [675] validation_0-mae:4983.56397 validation_1-mae:6080.64502 [676] validation_0-mae:4983.20020 validation_1-mae:6080.73828 [677] validation_0-mae:4980.19043 validation_1-mae:6079.19482 [678] validation_0-mae:4976.99512 validation_1-mae:6079.92871 [679] validation_0-mae:4974.06201 validation_1-mae:6080.06885 [680] validation_0-mae:4972.87109 validation_1-mae:6079.64941 [681] validation_0-mae:4971.09766 validation_1-mae:6079.67822 [682] validation_0-mae:4969.82520 validation_1-mae:6079.89062 [683] validation_0-mae:4968.10791 validation_1-mae:6080.07178 [684] validation_0-mae:4964.83936 validation_1-mae:6078.45166 [685] validation_0-mae:4962.07373 validation_1-mae:6077.28516 [686] validation_0-mae:4961.06299 validation_1-mae:6077.76025 [687] validation_0-mae:4959.15186 validation_1-mae:6077.87842 [688] validation_0-mae:4957.39111 validation_1-mae:6077.04883 [689] validation_0-mae:4956.77295 validation_1-mae:6077.40723 [690] validation_0-mae:4956.14648 validation_1-mae:6077.19434 [691] validation_0-mae:4953.95703 validation_1-mae:6075.61914 [692] validation_0-mae:4953.20361 validation_1-mae:6075.33545 [693] validation_0-mae:4951.51611 validation_1-mae:6075.46436 [694] validation_0-mae:4950.73389 validation_1-mae:6075.44873 [695] validation_0-mae:4949.11963 validation_1-mae:6074.47510 [696] validation_0-mae:4948.37549 validation_1-mae:6074.48730 [697] validation_0-mae:4948.05469 validation_1-mae:6074.63037 [698] validation_0-mae:4945.06103 validation_1-mae:6074.43994 [699] validation_0-mae:4943.00684 validation_1-mae:6073.82178 [700] validation_0-mae:4941.49463 validation_1-mae:6073.79736 [701] validation_0-mae:4939.70361 validation_1-mae:6072.35498 [702] validation_0-mae:4938.46777 validation_1-mae:6072.28125 [703] validation_0-mae:4936.36523 validation_1-mae:6070.39014 [704] validation_0-mae:4934.81641 validation_1-mae:6069.90869 [705] validation_0-mae:4934.16553 validation_1-mae:6069.61426 [706] validation_0-mae:4933.24658 validation_1-mae:6069.39990 [707] validation_0-mae:4932.25586 validation_1-mae:6068.48096 [708] validation_0-mae:4930.98828 validation_1-mae:6068.09375 [709] validation_0-mae:4929.48828 validation_1-mae:6068.07764 [710] validation_0-mae:4928.78516 validation_1-mae:6068.35938 [711] validation_0-mae:4926.47754 validation_1-mae:6068.24707 [712] validation_0-mae:4925.08984 validation_1-mae:6068.03272 [713] validation_0-mae:4923.36475 validation_1-mae:6067.95801 [714] validation_0-mae:4922.28418 validation_1-mae:6067.73828 [715] validation_0-mae:4919.89160 validation_1-mae:6067.60156 [716] validation_0-mae:4918.00781 validation_1-mae:6066.68897 [717] validation_0-mae:4916.49658 validation_1-mae:6066.32910 [718] validation_0-mae:4915.25342 validation_1-mae:6066.36914 [719] validation_0-mae:4913.92432 validation_1-mae:6066.21924 [720] validation_0-mae:4912.91406 validation_1-mae:6066.28027 [721] validation_0-mae:4911.41260 validation_1-mae:6065.95850 [722] validation_0-mae:4910.07715 validation_1-mae:6065.65332 [723] validation_0-mae:4909.35498 validation_1-mae:6065.35791 [724] validation_0-mae:4908.12109 validation_1-mae:6064.90625 [725] validation_0-mae:4906.83350 validation_1-mae:6064.39209 [726] validation_0-mae:4906.22412 validation_1-mae:6064.49805 [727] validation_0-mae:4905.00928 validation_1-mae:6064.98682 [728] validation_0-mae:4903.36230 validation_1-mae:6064.34619 [729] validation_0-mae:4902.05518 validation_1-mae:6064.18262 [730] validation_0-mae:4900.15381 validation_1-mae:6063.09131 [731] validation_0-mae:4898.47559 validation_1-mae:6062.97119 [732] validation_0-mae:4896.11182 validation_1-mae:6062.02686 [733] validation_0-mae:4894.82812 validation_1-mae:6061.15283 [734] validation_0-mae:4892.38965 validation_1-mae:6060.14209 [735] validation_0-mae:4891.35986 validation_1-mae:6059.85303 [736] validation_0-mae:4890.27637 validation_1-mae:6059.24853 [737] validation_0-mae:4887.27783 validation_1-mae:6058.39990 [738] validation_0-mae:4884.92627 validation_1-mae:6057.88184 [739] validation_0-mae:4883.27783 validation_1-mae:6057.17773 [740] validation_0-mae:4881.90967 validation_1-mae:6057.37451 [741] validation_0-mae:4880.10742 validation_1-mae:6056.84668 [742] validation_0-mae:4878.74023 validation_1-mae:6057.37012 [743] validation_0-mae:4877.64746 validation_1-mae:6057.15039 [744] validation_0-mae:4876.25830 validation_1-mae:6056.13916 [745] validation_0-mae:4874.38184 validation_1-mae:6055.84082 [746] validation_0-mae:4873.75684 validation_1-mae:6055.69092 [747] validation_0-mae:4871.92041 validation_1-mae:6055.43652 [748] validation_0-mae:4870.61230 validation_1-mae:6055.18066 [749] validation_0-mae:4868.91016 validation_1-mae:6054.43799 [750] validation_0-mae:4867.69482 validation_1-mae:6053.83203 [751] validation_0-mae:4867.33984 validation_1-mae:6053.53809 [752] validation_0-mae:4866.60352 validation_1-mae:6053.31006 [753] validation_0-mae:4864.65137 validation_1-mae:6053.77490 [754] validation_0-mae:4862.53320 validation_1-mae:6053.51074 [755] validation_0-mae:4860.56592 validation_1-mae:6053.20068 [756] validation_0-mae:4857.36816 validation_1-mae:6051.40186 [757] validation_0-mae:4856.15869 validation_1-mae:6051.29834 [758] validation_0-mae:4854.82275 validation_1-mae:6050.69434 [759] validation_0-mae:4854.11963 validation_1-mae:6050.50781 [760] validation_0-mae:4853.89404 validation_1-mae:6050.44922 [761] validation_0-mae:4853.11230 validation_1-mae:6049.68359 [762] validation_0-mae:4851.88721 validation_1-mae:6049.90478 [763] validation_0-mae:4849.88037 validation_1-mae:6048.64160 [764] validation_0-mae:4848.27490 validation_1-mae:6048.47998 [765] validation_0-mae:4847.11035 validation_1-mae:6048.20361 [766] validation_0-mae:4845.77930 validation_1-mae:6048.28320 [767] validation_0-mae:4843.44434 validation_1-mae:6048.23535 [768] validation_0-mae:4843.05176 validation_1-mae:6048.87353 [769] validation_0-mae:4842.81641 validation_1-mae:6048.74951 [770] validation_0-mae:4841.33887 validation_1-mae:6048.19629 [771] validation_0-mae:4839.22998 validation_1-mae:6047.61865 [772] validation_0-mae:4837.46533 validation_1-mae:6046.99561 [773] validation_0-mae:4835.37744 validation_1-mae:6046.34033 [774] validation_0-mae:4833.96924 validation_1-mae:6045.58594 [775] validation_0-mae:4833.92383 validation_1-mae:6045.59668 [776] validation_0-mae:4832.24707 validation_1-mae:6045.19482 [777] validation_0-mae:4831.07617 validation_1-mae:6045.12158 [778] validation_0-mae:4829.96582 validation_1-mae:6045.41113 [779] validation_0-mae:4828.93701 validation_1-mae:6045.20801 [780] validation_0-mae:4827.67676 validation_1-mae:6044.97119 [781] validation_0-mae:4826.68457 validation_1-mae:6045.21094 [782] validation_0-mae:4825.42676 validation_1-mae:6045.16504 [783] validation_0-mae:4823.51025 validation_1-mae:6045.12891 [784] validation_0-mae:4821.67285 validation_1-mae:6044.91113 [785] validation_0-mae:4819.27881 validation_1-mae:6044.92139 [786] validation_0-mae:4818.06543 validation_1-mae:6045.03516 [787] validation_0-mae:4816.91992 validation_1-mae:6044.67822 [788] validation_0-mae:4815.95605 validation_1-mae:6044.32373 [789] validation_0-mae:4815.10938 validation_1-mae:6044.08887 [790] validation_0-mae:4813.90967 validation_1-mae:6043.93018 [791] validation_0-mae:4813.09668 validation_1-mae:6043.78272 [792] validation_0-mae:4812.10303 validation_1-mae:6043.93213 [793] validation_0-mae:4811.08398 validation_1-mae:6043.98828 [794] validation_0-mae:4809.51562 validation_1-mae:6043.54883 [795] validation_0-mae:4808.35986 validation_1-mae:6043.77393 [796] validation_0-mae:4806.73438 validation_1-mae:6043.22461 [797] validation_0-mae:4805.83105 validation_1-mae:6043.25928 [798] validation_0-mae:4804.97852 validation_1-mae:6043.25293 [799] validation_0-mae:4803.85742 validation_1-mae:6043.35254 [800] validation_0-mae:4803.77637 validation_1-mae:6043.40576 [801] validation_0-mae:4801.09863 validation_1-mae:6042.43018 [802] validation_0-mae:4800.04492 validation_1-mae:6042.04102 [803] validation_0-mae:4798.05469 validation_1-mae:6040.55469 [804] validation_0-mae:4797.13867 validation_1-mae:6040.44238 [805] validation_0-mae:4796.10693 validation_1-mae:6040.36182 [806] validation_0-mae:4795.12988 validation_1-mae:6041.22803 [807] validation_0-mae:4793.94238 validation_1-mae:6041.56201 [808] validation_0-mae:4791.23486 validation_1-mae:6040.45117 [809] validation_0-mae:4790.25342 validation_1-mae:6040.48975 [810] validation_0-mae:4788.46240 validation_1-mae:6040.03613 [811] validation_0-mae:4787.21875 validation_1-mae:6039.96582 [812] validation_0-mae:4785.78467 validation_1-mae:6040.18750 [813] validation_0-mae:4784.89160 validation_1-mae:6039.84180 [814] validation_0-mae:4783.41211 validation_1-mae:6039.82861 [815] validation_0-mae:4782.87061 validation_1-mae:6039.88770 [816] validation_0-mae:4782.44385 validation_1-mae:6039.93897 [817] validation_0-mae:4781.78711 validation_1-mae:6039.95312 [818] validation_0-mae:4780.77344 validation_1-mae:6039.50244 [819] validation_0-mae:4779.02197 validation_1-mae:6039.04883 [820] validation_0-mae:4777.36133 validation_1-mae:6038.76953 [821] validation_0-mae:4775.35254 validation_1-mae:6038.38770 [822] validation_0-mae:4773.18066 validation_1-mae:6038.00879 [823] validation_0-mae:4770.61377 validation_1-mae:6035.38525 [824] validation_0-mae:4769.13770 validation_1-mae:6035.24902 [825] validation_0-mae:4767.89551 validation_1-mae:6035.44824 [826] validation_0-mae:4766.40820 validation_1-mae:6035.45361 [827] validation_0-mae:4764.52100 validation_1-mae:6033.57129 [828] validation_0-mae:4762.74023 validation_1-mae:6033.37305 [829] validation_0-mae:4760.11914 validation_1-mae:6031.97803 [830] validation_0-mae:4757.73779 validation_1-mae:6031.43359 [831] validation_0-mae:4754.80811 validation_1-mae:6031.15527 [832] validation_0-mae:4752.24023 validation_1-mae:6031.54883 [833] validation_0-mae:4750.74707 validation_1-mae:6031.53955 [834] validation_0-mae:4748.87353 validation_1-mae:6031.22998 [835] validation_0-mae:4746.85693 validation_1-mae:6031.68750 [836] validation_0-mae:4745.69775 validation_1-mae:6031.93897 [837] validation_0-mae:4744.32471 validation_1-mae:6031.76074 [838] validation_0-mae:4742.27002 validation_1-mae:6031.70996 [839] validation_0-mae:4740.88867 validation_1-mae:6031.48389 [840] validation_0-mae:4739.04688 validation_1-mae:6030.65820 [841] validation_0-mae:4738.30371 validation_1-mae:6031.21728 [842] validation_0-mae:4736.39795 validation_1-mae:6029.99561 [843] validation_0-mae:4735.10156 validation_1-mae:6029.29150 [844] validation_0-mae:4733.46436 validation_1-mae:6028.49561 [845] validation_0-mae:4730.14453 validation_1-mae:6027.58691 [846] validation_0-mae:4726.20752 validation_1-mae:6026.36914 [847] validation_0-mae:4725.13330 validation_1-mae:6027.14062 [848] validation_0-mae:4724.31445 validation_1-mae:6027.20410 [849] validation_0-mae:4723.36768 validation_1-mae:6026.92480 [850] validation_0-mae:4722.51611 validation_1-mae:6027.08203 [851] validation_0-mae:4720.11182 validation_1-mae:6027.28955 [852] validation_0-mae:4718.97217 validation_1-mae:6027.45117 [853] validation_0-mae:4717.18018 validation_1-mae:6027.26709 [854] validation_0-mae:4716.25635 validation_1-mae:6027.02881 [855] validation_0-mae:4716.19287 validation_1-mae:6027.14844 [856] validation_0-mae:4715.27490 validation_1-mae:6027.41504 [857] validation_0-mae:4714.49170 validation_1-mae:6027.77051 [858] validation_0-mae:4713.95459 validation_1-mae:6026.98828 [859] validation_0-mae:4713.14648 validation_1-mae:6027.12305 [860] validation_0-mae:4712.41406 validation_1-mae:6027.03320 [861] validation_0-mae:4709.64209 validation_1-mae:6026.09619 [862] validation_0-mae:4707.56006 validation_1-mae:6025.22168 [863] validation_0-mae:4706.84228 validation_1-mae:6025.21777 [864] validation_0-mae:4706.17773 validation_1-mae:6025.10303 [865] validation_0-mae:4706.13623 validation_1-mae:6025.12109 [866] validation_0-mae:4705.21045 validation_1-mae:6025.13525 [867] validation_0-mae:4704.47510 validation_1-mae:6025.05713 [868] validation_0-mae:4703.95166 validation_1-mae:6025.09668 [869] validation_0-mae:4700.52344 validation_1-mae:6023.99268 [870] validation_0-mae:4698.45410 validation_1-mae:6023.50635 [871] validation_0-mae:4697.40967 validation_1-mae:6023.30859 [872] validation_0-mae:4695.74707 validation_1-mae:6022.78174 [873] validation_0-mae:4693.98438 validation_1-mae:6022.83350 [874] validation_0-mae:4692.12939 validation_1-mae:6022.00635 [875] validation_0-mae:4691.25781 validation_1-mae:6022.06934 [876] validation_0-mae:4689.63525 validation_1-mae:6022.40625 [877] validation_0-mae:4687.97559 validation_1-mae:6022.18164 [878] validation_0-mae:4686.50879 validation_1-mae:6021.81836 [879] validation_0-mae:4685.06299 validation_1-mae:6021.09912 [880] validation_0-mae:4683.32666 validation_1-mae:6020.85645 [881] validation_0-mae:4680.88281 validation_1-mae:6019.84766 [882] validation_0-mae:4678.54639 validation_1-mae:6018.50293 [883] validation_0-mae:4677.71191 validation_1-mae:6018.61914 [884] validation_0-mae:4676.15967 validation_1-mae:6018.35693 [885] validation_0-mae:4675.24268 validation_1-mae:6018.42383 [886] validation_0-mae:4674.49316 validation_1-mae:6018.28272 [887] validation_0-mae:4673.65234 validation_1-mae:6017.76367 [888] validation_0-mae:4672.09082 validation_1-mae:6017.77002 [889] validation_0-mae:4670.64062 validation_1-mae:6017.49414 [890] validation_0-mae:4669.14990 validation_1-mae:6017.60596 [891] validation_0-mae:4667.49756 validation_1-mae:6017.33105 [892] validation_0-mae:4666.38770 validation_1-mae:6017.20898 [893] validation_0-mae:4666.15332 validation_1-mae:6017.09424 [894] validation_0-mae:4665.13770 validation_1-mae:6016.76318 [895] validation_0-mae:4664.28613 validation_1-mae:6016.54443 [896] validation_0-mae:4663.62402 validation_1-mae:6016.91162 [897] validation_0-mae:4662.65088 validation_1-mae:6016.85010 [898] validation_0-mae:4661.00439 validation_1-mae:6015.88281 [899] validation_0-mae:4659.13867 validation_1-mae:6015.98779 [900] validation_0-mae:4658.12061 validation_1-mae:6015.58057 [901] validation_0-mae:4657.34228 validation_1-mae:6016.05273 [902] validation_0-mae:4656.24316 validation_1-mae:6016.57520 [903] validation_0-mae:4655.58447 validation_1-mae:6016.48096 [904] validation_0-mae:4654.49658 validation_1-mae:6016.32910 [905] validation_0-mae:4652.63818 validation_1-mae:6015.88867 [906] validation_0-mae:4651.39600 validation_1-mae:6016.04297 [907] validation_0-mae:4650.66113 validation_1-mae:6015.69922 [908] validation_0-mae:4650.29150 validation_1-mae:6015.92969 [909] validation_0-mae:4650.03760 validation_1-mae:6015.89307 [910] validation_0-mae:4648.73584 validation_1-mae:6015.82568 [911] validation_0-mae:4646.40527 validation_1-mae:6015.59424 [912] validation_0-mae:4644.52490 validation_1-mae:6015.45996 [913] validation_0-mae:4643.52295 validation_1-mae:6015.23730 [914] validation_0-mae:4642.10840 validation_1-mae:6014.84375 [915] validation_0-mae:4639.68018 validation_1-mae:6013.94580 [916] validation_0-mae:4638.79199 validation_1-mae:6013.77539 [917] validation_0-mae:4638.15967 validation_1-mae:6013.81152 [918] validation_0-mae:4637.76514 validation_1-mae:6013.38330 [919] validation_0-mae:4637.65039 validation_1-mae:6013.38477 [920] validation_0-mae:4636.19336 validation_1-mae:6013.04688 [921] validation_0-mae:4636.07666 validation_1-mae:6012.94727 [922] validation_0-mae:4635.05859 validation_1-mae:6013.36914 [923] validation_0-mae:4633.83643 validation_1-mae:6013.41309 [924] validation_0-mae:4633.34131 validation_1-mae:6013.47412 [925] validation_0-mae:4633.07959 validation_1-mae:6013.58447 [926] validation_0-mae:4631.94629 validation_1-mae:6013.45166 [927] validation_0-mae:4631.22607 validation_1-mae:6013.74170 [928] validation_0-mae:4630.93408 validation_1-mae:6013.81836 [929] validation_0-mae:4628.77100 validation_1-mae:6013.18359 [930] validation_0-mae:4626.17334 validation_1-mae:6012.30127 [931] validation_0-mae:4624.55518 validation_1-mae:6012.37744 [932] validation_0-mae:4623.32568 validation_1-mae:6012.61914 [933] validation_0-mae:4622.50195 validation_1-mae:6012.85645 [934] validation_0-mae:4621.72070 validation_1-mae:6012.95361 [935] validation_0-mae:4620.57275 validation_1-mae:6013.44482 [936] validation_0-mae:4618.01562 validation_1-mae:6013.79053 [937] validation_0-mae:4616.56299 validation_1-mae:6013.04443 [938] validation_0-mae:4615.01123 validation_1-mae:6014.43408 [939] validation_0-mae:4614.12451 validation_1-mae:6014.13525 [940] validation_0-mae:4613.04443 validation_1-mae:6014.10938 [941] validation_0-mae:4610.98389 validation_1-mae:6012.93262 [942] validation_0-mae:4610.17139 validation_1-mae:6012.62109 [943] validation_0-mae:4608.53272 validation_1-mae:6012.49121 [944] validation_0-mae:4607.50830 validation_1-mae:6011.82129 [945] validation_0-mae:4605.91162 validation_1-mae:6012.14404 [946] validation_0-mae:4604.26025 validation_1-mae:6011.73828 [947] validation_0-mae:4602.19336 validation_1-mae:6011.07129 [948] validation_0-mae:4600.77734 validation_1-mae:6010.11377 [949] validation_0-mae:4599.04346 validation_1-mae:6010.04199 [950] validation_0-mae:4598.08447 validation_1-mae:6009.03076 [951] validation_0-mae:4596.66064 validation_1-mae:6009.59863 [952] validation_0-mae:4595.44580 validation_1-mae:6010.01709 [953] validation_0-mae:4593.21875 validation_1-mae:6009.64746 [954] validation_0-mae:4591.63330 validation_1-mae:6008.82080 [955] validation_0-mae:4590.89600 validation_1-mae:6008.97314 [956] validation_0-mae:4589.62402 validation_1-mae:6008.45703 [957] validation_0-mae:4588.11816 validation_1-mae:6008.12695 [958] validation_0-mae:4586.82227 validation_1-mae:6007.69092 [959] validation_0-mae:4585.54346 validation_1-mae:6007.38330 [960] validation_0-mae:4583.87695 validation_1-mae:6006.97412 [961] validation_0-mae:4582.32764 validation_1-mae:6006.44629 [962] validation_0-mae:4579.81250 validation_1-mae:6006.44775 [963] validation_0-mae:4577.64014 validation_1-mae:6006.45801 [964] validation_0-mae:4576.05811 validation_1-mae:6006.34961 [965] validation_0-mae:4573.75244 validation_1-mae:6006.46338 [966] validation_0-mae:4572.36475 validation_1-mae:6005.69482 [967] validation_0-mae:4571.10400 validation_1-mae:6005.90381 [968] validation_0-mae:4569.42578 validation_1-mae:6005.64795 [969] validation_0-mae:4567.89160 validation_1-mae:6004.86621 [970] validation_0-mae:4566.37109 validation_1-mae:6005.11914 [971] validation_0-mae:4565.20361 validation_1-mae:6005.33105 [972] validation_0-mae:4564.03516 validation_1-mae:6005.44873 [973] validation_0-mae:4562.35156 validation_1-mae:6006.01514 [974] validation_0-mae:4560.31103 validation_1-mae:6005.77539 [975] validation_0-mae:4558.38818 validation_1-mae:6006.33838 [976] validation_0-mae:4556.60938 validation_1-mae:6005.89453 [977] validation_0-mae:4554.71680 validation_1-mae:6004.89795 [978] validation_0-mae:4553.87451 validation_1-mae:6004.91260 [979] validation_0-mae:4552.39697 validation_1-mae:6004.45312 [980] validation_0-mae:4550.56934 validation_1-mae:6004.49365 [981] validation_0-mae:4549.65283 validation_1-mae:6004.01123 [982] validation_0-mae:4548.60791 validation_1-mae:6004.08643 [983] validation_0-mae:4548.19482 validation_1-mae:6004.19092 [984] validation_0-mae:4547.64404 validation_1-mae:6004.03662 [985] validation_0-mae:4546.10791 validation_1-mae:6003.81103 [986] validation_0-mae:4544.26172 validation_1-mae:6003.25977 [987] validation_0-mae:4542.13916 validation_1-mae:6002.12451 [988] validation_0-mae:4540.14404 validation_1-mae:6001.33789 [989] validation_0-mae:4538.44873 validation_1-mae:6000.52686 [990] validation_0-mae:4537.06934 validation_1-mae:6000.25391 [991] validation_0-mae:4536.86963 validation_1-mae:6000.45947 [992] validation_0-mae:4535.76514 validation_1-mae:6000.31397 [993] validation_0-mae:4535.04492 validation_1-mae:6000.17236 [994] validation_0-mae:4534.63135 validation_1-mae:6000.18994 [995] validation_0-mae:4533.68506 validation_1-mae:5999.98242 [996] validation_0-mae:4533.29590 validation_1-mae:6000.11719 [997] validation_0-mae:4532.06348 validation_1-mae:5999.88818 [998] validation_0-mae:4530.80566 validation_1-mae:5999.67969 [999] validation_0-mae:4529.16602 validation_1-mae:5999.53613 [1000] validation_0-mae:4528.27393 validation_1-mae:5998.83936 [1001] validation_0-mae:4526.72510 validation_1-mae:5998.58203 [1002] validation_0-mae:4524.95264 validation_1-mae:5998.82861 [1003] validation_0-mae:4523.38086 validation_1-mae:5999.19141 [1004] validation_0-mae:4521.41699 validation_1-mae:5999.09131 [1005] validation_0-mae:4520.52246 validation_1-mae:5999.00049 [1006] validation_0-mae:4519.03906 validation_1-mae:5998.44092 [1007] validation_0-mae:4517.59082 validation_1-mae:5997.67432 [1008] validation_0-mae:4516.62061 validation_1-mae:5997.56787 [1009] validation_0-mae:4515.08740 validation_1-mae:5997.49609 [1010] validation_0-mae:4514.06738 validation_1-mae:5997.49658 [1011] validation_0-mae:4512.28564 validation_1-mae:5998.08008 [1012] validation_0-mae:4511.54492 validation_1-mae:5998.25147 [1013] validation_0-mae:4510.80518 validation_1-mae:5998.10352 [1014] validation_0-mae:4510.11279 validation_1-mae:5998.41846 [1015] validation_0-mae:4509.56494 validation_1-mae:5998.45605 [1016] validation_0-mae:4509.13965 validation_1-mae:5998.33203 [1017] validation_0-mae:4509.09912 validation_1-mae:5998.33691 [1018] validation_0-mae:4508.56592 validation_1-mae:5998.21826 [1019] validation_0-mae:4507.26025 validation_1-mae:5997.87061 [1020] validation_0-mae:4506.53027 validation_1-mae:5997.66895 [1021] validation_0-mae:4504.89355 validation_1-mae:5997.21728 [1022] validation_0-mae:4503.71045 validation_1-mae:5996.54639 [1023] validation_0-mae:4502.99023 validation_1-mae:5996.76562 [1024] validation_0-mae:4501.27490 validation_1-mae:5996.99561 [1025] validation_0-mae:4499.32373 validation_1-mae:5996.81543 [1026] validation_0-mae:4497.83154 validation_1-mae:5997.27344 [1027] validation_0-mae:4496.50049 validation_1-mae:5997.00391 [1028] validation_0-mae:4495.40527 validation_1-mae:5997.00147 [1029] validation_0-mae:4493.59668 validation_1-mae:5996.86279 [1030] validation_0-mae:4492.92725 validation_1-mae:5996.72363 [1031] validation_0-mae:4492.70068 validation_1-mae:5996.89697 [1032] validation_0-mae:4490.90820 validation_1-mae:5996.59033 [1033] validation_0-mae:4489.41992 validation_1-mae:5995.96191 [1034] validation_0-mae:4487.88477 validation_1-mae:5997.16504 [1035] validation_0-mae:4486.60400 validation_1-mae:5997.56055 [1036] validation_0-mae:4485.26807 validation_1-mae:5997.22461 [1037] validation_0-mae:4484.48193 validation_1-mae:5997.24609 [1038] validation_0-mae:4482.73975 validation_1-mae:5996.69336 [1039] validation_0-mae:4481.85010 validation_1-mae:5996.83789 [1040] validation_0-mae:4480.48975 validation_1-mae:5997.41016 [1041] validation_0-mae:4479.41992 validation_1-mae:5997.17334 [1042] validation_0-mae:4478.90918 validation_1-mae:5996.99463 [1043] validation_0-mae:4477.75488 validation_1-mae:5997.27783 [1044] validation_0-mae:4477.32764 validation_1-mae:5997.39844 [1045] validation_0-mae:4476.33594 validation_1-mae:5997.46338 [1046] validation_0-mae:4473.71924 validation_1-mae:5997.04736 [1047] validation_0-mae:4472.02978 validation_1-mae:5997.33984 [1048] validation_0-mae:4470.60303 validation_1-mae:5996.68994 [1049] validation_0-mae:4469.01123 validation_1-mae:5997.07861 [1050] validation_0-mae:4467.26758 validation_1-mae:5996.87647 [1051] validation_0-mae:4465.33984 validation_1-mae:5995.92334 [1052] validation_0-mae:4464.17236 validation_1-mae:5996.29492 [1053] validation_0-mae:4463.31543 validation_1-mae:5996.79395 [1054] validation_0-mae:4461.71533 validation_1-mae:5996.25781 [1055] validation_0-mae:4460.29834 validation_1-mae:5995.50830 [1056] validation_0-mae:4459.18848 validation_1-mae:5995.18750 [1057] validation_0-mae:4457.93311 validation_1-mae:5995.82275 [1058] validation_0-mae:4456.79395 validation_1-mae:5996.13379 [1059] validation_0-mae:4456.15967 validation_1-mae:5996.06494 [1060] validation_0-mae:4455.10449 validation_1-mae:5996.70068 [1061] validation_0-mae:4454.31641 validation_1-mae:5996.65918 [1062] validation_0-mae:4453.04395 validation_1-mae:5996.39551 [1063] validation_0-mae:4452.59814 validation_1-mae:5996.57666 [1064] validation_0-mae:4451.43408 validation_1-mae:5996.49023 [1065] validation_0-mae:4450.94287 validation_1-mae:5996.26855 [1066] validation_0-mae:4450.90772 validation_1-mae:5996.22900 [1067] validation_0-mae:4450.53076 validation_1-mae:5996.10205 [1068] validation_0-mae:4448.61377 validation_1-mae:5995.42480 [1069] validation_0-mae:4447.76709 validation_1-mae:5995.38379 [1070] validation_0-mae:4446.27783 validation_1-mae:5994.46484 [1071] validation_0-mae:4444.87061 validation_1-mae:5994.06592 [1072] validation_0-mae:4442.44971 validation_1-mae:5993.61963 [1073] validation_0-mae:4441.22461 validation_1-mae:5993.38037 [1074] validation_0-mae:4440.72266 validation_1-mae:5993.61719 [1075] validation_0-mae:4440.00098 validation_1-mae:5993.63574 [1076] validation_0-mae:4438.97852 validation_1-mae:5993.56250 [1077] validation_0-mae:4438.03662 validation_1-mae:5993.58789 [1078] validation_0-mae:4437.11475 validation_1-mae:5993.69922 [1079] validation_0-mae:4436.23438 validation_1-mae:5993.84082 [1080] validation_0-mae:4435.31494 validation_1-mae:5993.84668 [1081] validation_0-mae:4434.12207 validation_1-mae:5993.79248 [1082] validation_0-mae:4433.24512 validation_1-mae:5993.63574 [1083] validation_0-mae:4431.84375 validation_1-mae:5993.53174 [1084] validation_0-mae:4430.40039 validation_1-mae:5993.13428 [1085] validation_0-mae:4429.33496 validation_1-mae:5992.75684 [1086] validation_0-mae:4428.71680 validation_1-mae:5993.22119 [1087] validation_0-mae:4428.25732 validation_1-mae:5993.22705 [1088] validation_0-mae:4427.02441 validation_1-mae:5992.95947 [1089] validation_0-mae:4426.31934 validation_1-mae:5992.99561 [1090] validation_0-mae:4425.69531 validation_1-mae:5993.01025 [1091] validation_0-mae:4425.00684 validation_1-mae:5993.27051 [1092] validation_0-mae:4424.26221 validation_1-mae:5992.93701 [1093] validation_0-mae:4423.10938 validation_1-mae:5992.91260 [1094] validation_0-mae:4421.92725 validation_1-mae:5992.08789 [1095] validation_0-mae:4420.43603 validation_1-mae:5992.18652 [1096] validation_0-mae:4419.22510 validation_1-mae:5991.69873 [1097] validation_0-mae:4418.45654 validation_1-mae:5991.98047 [1098] validation_0-mae:4417.14453 validation_1-mae:5991.56201 [1099] validation_0-mae:4415.34912 validation_1-mae:5992.18311 [1100] validation_0-mae:4414.34717 validation_1-mae:5992.53467 [1101] validation_0-mae:4413.13721 validation_1-mae:5992.53027 [1102] validation_0-mae:4411.55566 validation_1-mae:5992.75635 [1103] validation_0-mae:4410.74756 validation_1-mae:5992.76074 [1104] validation_0-mae:4409.91943 validation_1-mae:5992.35303 [1105] validation_0-mae:4409.72070 validation_1-mae:5992.26758 [1106] validation_0-mae:4408.58252 validation_1-mae:5992.26025 [1107] validation_0-mae:4408.20020 validation_1-mae:5992.37647 [1108] validation_0-mae:4407.44775 validation_1-mae:5992.52783 [1109] validation_0-mae:4406.37402 validation_1-mae:5991.91162 [1110] validation_0-mae:4404.86035 validation_1-mae:5991.70020 [1111] validation_0-mae:4402.98682 validation_1-mae:5991.98242 [1112] validation_0-mae:4401.88477 validation_1-mae:5991.90576 [1113] validation_0-mae:4401.02197 validation_1-mae:5991.99072 [1114] validation_0-mae:4400.15625 validation_1-mae:5991.98877 [1115] validation_0-mae:4399.07568 validation_1-mae:5991.43652 [1116] validation_0-mae:4398.84619 validation_1-mae:5991.46680 [1117] validation_0-mae:4398.73877 validation_1-mae:5991.46631 [1118] validation_0-mae:4398.03809 validation_1-mae:5991.01807 [1119] validation_0-mae:4397.13525 validation_1-mae:5991.09814 [1120] validation_0-mae:4397.01709 validation_1-mae:5990.96826 [1121] validation_0-mae:4395.93945 validation_1-mae:5990.70410 [1122] validation_0-mae:4395.26953 validation_1-mae:5990.57471 [1123] validation_0-mae:4394.11670 validation_1-mae:5990.71533 [1124] validation_0-mae:4391.60840 validation_1-mae:5990.58398 [1125] validation_0-mae:4390.02490 validation_1-mae:5990.23486 [1126] validation_0-mae:4388.72510 validation_1-mae:5989.83691 [1127] validation_0-mae:4387.39014 validation_1-mae:5989.45117 [1128] validation_0-mae:4385.93848 validation_1-mae:5989.36816 [1129] validation_0-mae:4384.82324 validation_1-mae:5988.88086 [1130] validation_0-mae:4384.14600 validation_1-mae:5988.64307 [1131] validation_0-mae:4382.98926 validation_1-mae:5988.85156 [1132] validation_0-mae:4382.36816 validation_1-mae:5988.98145 [1133] validation_0-mae:4381.52881 validation_1-mae:5989.00293 [1134] validation_0-mae:4380.46924 validation_1-mae:5989.37158 [1135] validation_0-mae:4380.13232 validation_1-mae:5989.38672 [1136] validation_0-mae:4378.69775 validation_1-mae:5990.33008 [1137] validation_0-mae:4377.23340 validation_1-mae:5989.61768 [1138] validation_0-mae:4376.12451 validation_1-mae:5989.79834 [1139] validation_0-mae:4375.24658 validation_1-mae:5989.06445 [1140] validation_0-mae:4373.31445 validation_1-mae:5988.79834 [1141] validation_0-mae:4372.27002 validation_1-mae:5988.89404 [1142] validation_0-mae:4371.52148 validation_1-mae:5988.87549 [1143] validation_0-mae:4370.99414 validation_1-mae:5989.20410 [1144] validation_0-mae:4370.19434 validation_1-mae:5989.30469 [1145] validation_0-mae:4369.47022 validation_1-mae:5988.93701 [1146] validation_0-mae:4368.43408 validation_1-mae:5989.33545 [1147] validation_0-mae:4366.17725 validation_1-mae:5990.23682 [1148] validation_0-mae:4365.40918 validation_1-mae:5989.95654 [1149] validation_0-mae:4364.19629 validation_1-mae:5989.52930 [1150] validation_0-mae:4362.66846 validation_1-mae:5989.64355 [1151] validation_0-mae:4361.59522 validation_1-mae:5989.48975 [1152] validation_0-mae:4360.42627 validation_1-mae:5988.61816 [1153] validation_0-mae:4359.89697 validation_1-mae:5988.69824 [1154] validation_0-mae:4359.13428 validation_1-mae:5988.60645 [1155] validation_0-mae:4358.28418 validation_1-mae:5988.49902 [1156] validation_0-mae:4357.06348 validation_1-mae:5988.95508 [1157] validation_0-mae:4356.13428 validation_1-mae:5988.53174 [1158] validation_0-mae:4355.27393 validation_1-mae:5988.30615 [1159] validation_0-mae:4354.31641 validation_1-mae:5988.60254 [1160] validation_0-mae:4353.75049 validation_1-mae:5988.67285 [1161] validation_0-mae:4351.87744 validation_1-mae:5989.07031 [1162] validation_0-mae:4350.62793 validation_1-mae:5989.32910 [1163] validation_0-mae:4350.04492 validation_1-mae:5989.89795 [1164] validation_0-mae:4350.02246 validation_1-mae:5989.91113 [1165] validation_0-mae:4349.11475 validation_1-mae:5989.58398 [1166] validation_0-mae:4348.83057 validation_1-mae:5989.46728 [1167] validation_0-mae:4348.43555 validation_1-mae:5989.45752 [1168] validation_0-mae:4347.72168 validation_1-mae:5989.79590 [1169] validation_0-mae:4347.24316 validation_1-mae:5990.08154 [1170] validation_0-mae:4347.04541 validation_1-mae:5990.22998 [1171] validation_0-mae:4346.22070 validation_1-mae:5990.37353 [1172] validation_0-mae:4344.95801 validation_1-mae:5990.01855 [1173] validation_0-mae:4344.87744 validation_1-mae:5990.25000 [1174] validation_0-mae:4344.76562 validation_1-mae:5990.54639 [1175] validation_0-mae:4343.40039 validation_1-mae:5990.12793 [1176] validation_0-mae:4342.14844 validation_1-mae:5990.34375 [1177] validation_0-mae:4341.65723 validation_1-mae:5990.09912 [1178] validation_0-mae:4341.29785 validation_1-mae:5990.11084 [1179] validation_0-mae:4340.71191 validation_1-mae:5989.86279 [1180] validation_0-mae:4339.08496 validation_1-mae:5989.88135 [1181] validation_0-mae:4338.46631 validation_1-mae:5990.11182 [1182] validation_0-mae:4337.48096 validation_1-mae:5989.63525 [1183] validation_0-mae:4337.34570 validation_1-mae:5989.56836 [1184] validation_0-mae:4337.25000 validation_1-mae:5989.76611 [1185] validation_0-mae:4336.18994 validation_1-mae:5989.83447 [1186] validation_0-mae:4334.99512 validation_1-mae:5989.25977 [1187] validation_0-mae:4334.12842 validation_1-mae:5989.28516 [1188] validation_0-mae:4332.62598 validation_1-mae:5990.06445 [1189] validation_0-mae:4330.56201 validation_1-mae:5991.25098 [1190] validation_0-mae:4328.45947 validation_1-mae:5990.10645 [1191] validation_0-mae:4326.74756 validation_1-mae:5990.35840 [1192] validation_0-mae:4324.89111 validation_1-mae:5990.28955 [1193] validation_0-mae:4324.33057 validation_1-mae:5990.42432 [1194] validation_0-mae:4323.09619 validation_1-mae:5990.03613 [1195] validation_0-mae:4321.95605 validation_1-mae:5990.16992 [1196] validation_0-mae:4321.18897 validation_1-mae:5990.14648 [1197] validation_0-mae:4320.22754 validation_1-mae:5990.52393 [1198] validation_0-mae:4319.59912 validation_1-mae:5990.06445 [1199] validation_0-mae:4318.28711 validation_1-mae:5990.01123 [1200] validation_0-mae:4317.49316 validation_1-mae:5989.97168 [1201] validation_0-mae:4314.81250 validation_1-mae:5989.76611 [1202] validation_0-mae:4313.87647 validation_1-mae:5989.83447 [1203] validation_0-mae:4313.19775 validation_1-mae:5989.91992 [1204] validation_0-mae:4311.72314 validation_1-mae:5989.98682 [1205] validation_0-mae:4309.82568 validation_1-mae:5989.85352 [1206] validation_0-mae:4308.41895 validation_1-mae:5990.28809 [1207] validation_0-mae:4307.77734 validation_1-mae:5990.02051 [1208] validation_0-mae:4306.84033 validation_1-mae:5990.32959 [1209] validation_0-mae:4305.21924 validation_1-mae:5990.99414 [1210] validation_0-mae:4303.53857 validation_1-mae:5990.87842 [1211] validation_0-mae:4301.81592 validation_1-mae:5991.15039 [1212] validation_0-mae:4300.23486 validation_1-mae:5991.02344 [1213] validation_0-mae:4299.47559 validation_1-mae:5991.04541 [1214] validation_0-mae:4297.98438 validation_1-mae:5991.10010 [1215] validation_0-mae:4297.21387 validation_1-mae:5990.86182 [1216] validation_0-mae:4296.33740 validation_1-mae:5990.71875 [1217] validation_0-mae:4295.81006 validation_1-mae:5990.68555 [1218] validation_0-mae:4294.98682 validation_1-mae:5990.93994 [1219] validation_0-mae:4292.77832 validation_1-mae:5990.01025 [1220] validation_0-mae:4291.97363 validation_1-mae:5990.10156 [1221] validation_0-mae:4290.81397 validation_1-mae:5989.65186 [1222] validation_0-mae:4290.29443 validation_1-mae:5989.68897 [1223] validation_0-mae:4289.60596 validation_1-mae:5990.44629 [1224] validation_0-mae:4288.36328 validation_1-mae:5990.54346 [1225] validation_0-mae:4287.51465 validation_1-mae:5990.64697 [1226] validation_0-mae:4286.75049 validation_1-mae:5990.46631 [1227] validation_0-mae:4285.39990 validation_1-mae:5990.43018 [1228] validation_0-mae:4284.25147 validation_1-mae:5990.33789 [1229] validation_0-mae:4282.79492 validation_1-mae:5989.58496 [1230] validation_0-mae:4282.19092 validation_1-mae:5989.51904 [1231] validation_0-mae:4281.61865 validation_1-mae:5989.33740 [1232] validation_0-mae:4280.69482 validation_1-mae:5989.34424 [1233] validation_0-mae:4279.27734 validation_1-mae:5989.57080 [1234] validation_0-mae:4277.90039 validation_1-mae:5989.67432 [1235] validation_0-mae:4277.01758 validation_1-mae:5989.01758 [1236] validation_0-mae:4276.73047 validation_1-mae:5988.94092 [1237] validation_0-mae:4274.48340 validation_1-mae:5988.52783 [1238] validation_0-mae:4273.13818 validation_1-mae:5989.39014 [1239] validation_0-mae:4272.61816 validation_1-mae:5989.33643 [1240] validation_0-mae:4272.59863 validation_1-mae:5989.34961 [1241] validation_0-mae:4272.07422 validation_1-mae:5989.27393 [1242] validation_0-mae:4270.96777 validation_1-mae:5989.20947 [1243] validation_0-mae:4269.96191 validation_1-mae:5989.34082 [1244] validation_0-mae:4268.49805 validation_1-mae:5989.10400 [1245] validation_0-mae:4268.10938 validation_1-mae:5989.12500 [1246] validation_0-mae:4267.63916 validation_1-mae:5989.20508 [1247] validation_0-mae:4267.02734 validation_1-mae:5989.20068 [1248] validation_0-mae:4265.70361 validation_1-mae:5989.63818 [1249] validation_0-mae:4264.78857 validation_1-mae:5989.58838 [1250] validation_0-mae:4263.67920 validation_1-mae:5989.06689 [1251] validation_0-mae:4262.38135 validation_1-mae:5989.30420 [1252] validation_0-mae:4261.97998 validation_1-mae:5989.31982 [1253] validation_0-mae:4260.32861 validation_1-mae:5989.51514 [1254] validation_0-mae:4259.72998 validation_1-mae:5989.49121 [1255] validation_0-mae:4259.02246 validation_1-mae:5989.19580 [1256] validation_0-mae:4258.01709 validation_1-mae:5988.84326 [1257] validation_0-mae:4257.69824 validation_1-mae:5988.93945 [1258] validation_0-mae:4255.87402 validation_1-mae:5989.49853 [1259] validation_0-mae:4254.52100 validation_1-mae:5989.16504 [1260] validation_0-mae:4253.04639 validation_1-mae:5988.94727 [1261] validation_0-mae:4252.76172 validation_1-mae:5989.07227 [1262] validation_0-mae:4251.37842 validation_1-mae:5988.87451 [1263] validation_0-mae:4250.10156 validation_1-mae:5988.40723 [1264] validation_0-mae:4248.89014 validation_1-mae:5988.41553 [1265] validation_0-mae:4247.91211 validation_1-mae:5988.15967 [1266] validation_0-mae:4246.48340 validation_1-mae:5988.06836 [1267] validation_0-mae:4245.67480 validation_1-mae:5988.17236 [1268] validation_0-mae:4243.99756 validation_1-mae:5988.16016 [1269] validation_0-mae:4243.13574 validation_1-mae:5988.08936 [1270] validation_0-mae:4241.79590 validation_1-mae:5988.49609 [1271] validation_0-mae:4241.01855 validation_1-mae:5988.50098 [1272] validation_0-mae:4239.61523 validation_1-mae:5988.20996 [1273] validation_0-mae:4238.33496 validation_1-mae:5987.98242 [1274] validation_0-mae:4237.46680 validation_1-mae:5987.51562 [1275] validation_0-mae:4236.13428 validation_1-mae:5987.28223 [1276] validation_0-mae:4234.48682 validation_1-mae:5987.02978 [1277] validation_0-mae:4233.47705 validation_1-mae:5986.96240 [1278] validation_0-mae:4231.97852 validation_1-mae:5986.81006 [1279] validation_0-mae:4230.57520 validation_1-mae:5986.87353 [1280] validation_0-mae:4229.91455 validation_1-mae:5987.02148 [1281] validation_0-mae:4229.00098 validation_1-mae:5987.04004 [1282] validation_0-mae:4228.16553 validation_1-mae:5986.95654 [1283] validation_0-mae:4226.59277 validation_1-mae:5986.68848 [1284] validation_0-mae:4225.87598 validation_1-mae:5986.60596 [1285] validation_0-mae:4225.02002 validation_1-mae:5986.03809 [1286] validation_0-mae:4224.97070 validation_1-mae:5986.06982 [1287] validation_0-mae:4224.44580 validation_1-mae:5985.93848 [1288] validation_0-mae:4222.98438 validation_1-mae:5986.04297 [1289] validation_0-mae:4222.36133 validation_1-mae:5985.93457 [1290] validation_0-mae:4221.94385 validation_1-mae:5986.13818 [1291] validation_0-mae:4221.88037 validation_1-mae:5986.15381 [1292] validation_0-mae:4221.00439 validation_1-mae:5986.47998 [1293] validation_0-mae:4220.32568 validation_1-mae:5985.57520 [1294] validation_0-mae:4219.21094 validation_1-mae:5984.98779 [1295] validation_0-mae:4218.41064 validation_1-mae:5984.81689 [1296] validation_0-mae:4217.03809 validation_1-mae:5985.04883 [1297] validation_0-mae:4216.36230 validation_1-mae:5985.03906 [1298] validation_0-mae:4215.64258 validation_1-mae:5984.67090 [1299] validation_0-mae:4214.81934 validation_1-mae:5984.66113 [1300] validation_0-mae:4214.20801 validation_1-mae:5984.58301 [1301] validation_0-mae:4213.65088 validation_1-mae:5984.65918 [1302] validation_0-mae:4212.50830 validation_1-mae:5984.54785 [1303] validation_0-mae:4211.44873 validation_1-mae:5984.16895 [1304] validation_0-mae:4209.57617 validation_1-mae:5983.35547 [1305] validation_0-mae:4208.10400 validation_1-mae:5982.93652 [1306] validation_0-mae:4206.87939 validation_1-mae:5983.01221 [1307] validation_0-mae:4206.36914 validation_1-mae:5982.83105 [1308] validation_0-mae:4205.25391 validation_1-mae:5982.44922 [1309] validation_0-mae:4203.81201 validation_1-mae:5982.51514 [1310] validation_0-mae:4202.82080 validation_1-mae:5982.27686 [1311] validation_0-mae:4202.01074 validation_1-mae:5982.27002 [1312] validation_0-mae:4201.36328 validation_1-mae:5981.81934 [1313] validation_0-mae:4200.45166 validation_1-mae:5982.04541 [1314] validation_0-mae:4199.28516 validation_1-mae:5981.95654 [1315] validation_0-mae:4198.03613 validation_1-mae:5982.00977 [1316] validation_0-mae:4197.54395 validation_1-mae:5982.14014 [1317] validation_0-mae:4196.57031 validation_1-mae:5982.18359 [1318] validation_0-mae:4195.54395 validation_1-mae:5982.35449 [1319] validation_0-mae:4194.98096 validation_1-mae:5982.51660 [1320] validation_0-mae:4193.24902 validation_1-mae:5981.92822 [1321] validation_0-mae:4192.68555 validation_1-mae:5982.02734 [1322] validation_0-mae:4191.09180 validation_1-mae:5982.34326 [1323] validation_0-mae:4190.05518 validation_1-mae:5983.06250 [1324] validation_0-mae:4188.12744 validation_1-mae:5983.90088 [1325] validation_0-mae:4187.14209 validation_1-mae:5983.43408 [1326] validation_0-mae:4186.56152 validation_1-mae:5983.30420 [1327] validation_0-mae:4185.94678 validation_1-mae:5983.00488 [1328] validation_0-mae:4185.20850 validation_1-mae:5983.02637 [1329] validation_0-mae:4184.74561 validation_1-mae:5983.25977 [1330] validation_0-mae:4183.81494 validation_1-mae:5983.34424 [1331] validation_0-mae:4182.70166 validation_1-mae:5983.80273 [1332] validation_0-mae:4181.27148 validation_1-mae:5983.25439 [1333] validation_0-mae:4180.34814 validation_1-mae:5983.95801 [1334] validation_0-mae:4179.00195 validation_1-mae:5983.70752 [1335] validation_0-mae:4177.97852 validation_1-mae:5983.70850 [1336] validation_0-mae:4177.69873 validation_1-mae:5983.74463 [1337] validation_0-mae:4176.41357 validation_1-mae:5983.75098 [1338] validation_0-mae:4175.74170 validation_1-mae:5983.74658 [1339] validation_0-mae:4174.45068 validation_1-mae:5983.47705 [1340] validation_0-mae:4173.61084 validation_1-mae:5983.51123 [1341] validation_0-mae:4172.73828 validation_1-mae:5983.20801 [1342] validation_0-mae:4172.24805 validation_1-mae:5983.39990 [1343] validation_0-mae:4171.59863 validation_1-mae:5983.21143 [1344] validation_0-mae:4171.16846 validation_1-mae:5983.07715 [1345] validation_0-mae:4170.24170 validation_1-mae:5982.36230 [1346] validation_0-mae:4169.75488 validation_1-mae:5982.46826 [1347] validation_0-mae:4169.06885 validation_1-mae:5982.44580 [1348] validation_0-mae:4168.76025 validation_1-mae:5982.47559 [1349] validation_0-mae:4168.73926 validation_1-mae:5982.51953 [1350] validation_0-mae:4168.04639 validation_1-mae:5982.23828 [1351] validation_0-mae:4167.39746 validation_1-mae:5982.59619 [1352] validation_0-mae:4167.05859 validation_1-mae:5982.74072 [1353] validation_0-mae:4166.03613 validation_1-mae:5982.44971 [1354] validation_0-mae:4165.01367 validation_1-mae:5982.20752 [1355] validation_0-mae:4164.33594 validation_1-mae:5982.25098 [1356] validation_0-mae:4163.36914 validation_1-mae:5981.96924 [1357] validation_0-mae:4162.25537 validation_1-mae:5981.32080 [1358] validation_0-mae:4161.47900 validation_1-mae:5981.40234 [1359] validation_0-mae:4159.76465 validation_1-mae:5981.38574 [1360] validation_0-mae:4159.16797 validation_1-mae:5981.27637 [1361] validation_0-mae:4158.65674 validation_1-mae:5981.95215 [1362] validation_0-mae:4157.79834 validation_1-mae:5982.13428 [1363] validation_0-mae:4156.11475 validation_1-mae:5982.73389 [1364] validation_0-mae:4154.73682 validation_1-mae:5982.83496 [1365] validation_0-mae:4153.73486 validation_1-mae:5982.65772 [1366] validation_0-mae:4152.18555 validation_1-mae:5982.72461 [1367] validation_0-mae:4151.23291 validation_1-mae:5983.35693 [1368] validation_0-mae:4150.12744 validation_1-mae:5983.64551 [1369] validation_0-mae:4148.77051 validation_1-mae:5983.15918 [1370] validation_0-mae:4148.06934 validation_1-mae:5982.98828 [1371] validation_0-mae:4147.33691 validation_1-mae:5982.79834 [1372] validation_0-mae:4146.64697 validation_1-mae:5982.75244 [1373] validation_0-mae:4145.95020 validation_1-mae:5982.72217 [1374] validation_0-mae:4145.06348 validation_1-mae:5982.94727 [1375] validation_0-mae:4143.80273 validation_1-mae:5982.87353 [1376] validation_0-mae:4143.16016 validation_1-mae:5983.03467 [1377] validation_0-mae:4142.21826 validation_1-mae:5983.37158 [1378] validation_0-mae:4141.40332 validation_1-mae:5983.45898 [1379] validation_0-mae:4140.77344 validation_1-mae:5983.46826 [1380] validation_0-mae:4139.85596 validation_1-mae:5983.20508 [1381] validation_0-mae:4138.94678 validation_1-mae:5983.33203 [1382] validation_0-mae:4138.42480 validation_1-mae:5983.31543 [1383] validation_0-mae:4137.31982 validation_1-mae:5983.22168 [1384] validation_0-mae:4136.75928 validation_1-mae:5983.09619 [1385] validation_0-mae:4136.53272 validation_1-mae:5982.99707 [1386] validation_0-mae:4136.07129 validation_1-mae:5983.27490 [1387] validation_0-mae:4135.91455 validation_1-mae:5983.21826 [1388] validation_0-mae:4135.49609 validation_1-mae:5983.12891 [1389] validation_0-mae:4135.04395 validation_1-mae:5982.96533 [1390] validation_0-mae:4134.15478 validation_1-mae:5982.70312 [1391] validation_0-mae:4132.63477 validation_1-mae:5982.09863 [1392] validation_0-mae:4131.60938 validation_1-mae:5982.36719 [1393] validation_0-mae:4130.99365 validation_1-mae:5982.48340 [1394] validation_0-mae:4129.73975 validation_1-mae:5982.37207 [1395] validation_0-mae:4129.06689 validation_1-mae:5982.31397 [1396] validation_0-mae:4128.04492 validation_1-mae:5981.74902 [1397] validation_0-mae:4127.69482 validation_1-mae:5981.79150 [1398] validation_0-mae:4126.35107 validation_1-mae:5981.71289 [1399] validation_0-mae:4125.30322 validation_1-mae:5981.84522 [1400] validation_0-mae:4124.55078 validation_1-mae:5982.04492 [1401] validation_0-mae:4123.17676 validation_1-mae:5983.26904 [1402] validation_0-mae:4121.76221 validation_1-mae:5983.75977 [1403] validation_0-mae:4120.64648 validation_1-mae:5984.10205 [1404] validation_0-mae:4119.94482 validation_1-mae:5984.17383 [1405] validation_0-mae:4119.41553 validation_1-mae:5984.28320 [1406] validation_0-mae:4118.15283 validation_1-mae:5984.83545 [1407] validation_0-mae:4116.81885 validation_1-mae:5985.00147 [1408] validation_0-mae:4115.58105 validation_1-mae:5984.34326 [1409] validation_0-mae:4115.05322 validation_1-mae:5984.66260 [1410] validation_0-mae:4114.02002 validation_1-mae:5984.52148 [1411] validation_0-mae:4112.69482 validation_1-mae:5984.67578 [1412] validation_0-mae:4110.98242 validation_1-mae:5984.57715 [1413] validation_0-mae:4109.53662 validation_1-mae:5984.88672 [1414] validation_0-mae:4108.71680 validation_1-mae:5985.19727 [1415] validation_0-mae:4107.41553 validation_1-mae:5985.38037 [1416] validation_0-mae:4106.66113 validation_1-mae:5985.38818 [1417] validation_0-mae:4105.20654 validation_1-mae:5985.48779 [1418] validation_0-mae:4104.29541 validation_1-mae:5985.54785 [1419] validation_0-mae:4102.63135 validation_1-mae:5986.18262 [1420] validation_0-mae:4101.84766 validation_1-mae:5986.32568 [1421] validation_0-mae:4100.62353 validation_1-mae:5986.14844 [1422] validation_0-mae:4099.88135 validation_1-mae:5986.06152 [1423] validation_0-mae:4098.86670 validation_1-mae:5986.14893 [1424] validation_0-mae:4098.29736 validation_1-mae:5986.10693 [1425] validation_0-mae:4097.61963 validation_1-mae:5986.48584 [1426] validation_0-mae:4096.11426 validation_1-mae:5986.92383 [1427] validation_0-mae:4095.29565 validation_1-mae:5986.62793 [1428] validation_0-mae:4094.53491 validation_1-mae:5986.63672 [1429] validation_0-mae:4093.85278 validation_1-mae:5986.41797 [1430] validation_0-mae:4093.37451 validation_1-mae:5986.16162 [1431] validation_0-mae:4092.83813 validation_1-mae:5986.00342 [1432] validation_0-mae:4091.15771 validation_1-mae:5985.51709 [1433] validation_0-mae:4090.09033 validation_1-mae:5985.52295 [1434] validation_0-mae:4088.88159 validation_1-mae:5985.70312 [1435] validation_0-mae:4088.02344 validation_1-mae:5985.65430 [1436] validation_0-mae:4087.37085 validation_1-mae:5985.47119 [1437] validation_0-mae:4087.08496 validation_1-mae:5985.46533 [1438] validation_0-mae:4086.57495 validation_1-mae:5985.62549 [1439] validation_0-mae:4086.39893 validation_1-mae:5985.49512 [1440] validation_0-mae:4085.70215 validation_1-mae:5985.13574 [1441] validation_0-mae:4085.67285 validation_1-mae:5985.11475 [1442] validation_0-mae:4085.28564 validation_1-mae:5985.18945 [1443] validation_0-mae:4083.95679 validation_1-mae:5985.16846 [1444] validation_0-mae:4083.40186 validation_1-mae:5985.16113 [1445] validation_0-mae:4082.46362 validation_1-mae:5985.84717 [1446] validation_0-mae:4081.77563 validation_1-mae:5985.84082 [1447] validation_0-mae:4080.69409 validation_1-mae:5985.80762 [1448] validation_0-mae:4079.57788 validation_1-mae:5985.74561 [1449] validation_0-mae:4079.05615 validation_1-mae:5985.89258 [1450] validation_0-mae:4078.25635 validation_1-mae:5986.11523 [1451] validation_0-mae:4077.57373 validation_1-mae:5986.16797 [1452] validation_0-mae:4077.00220 validation_1-mae:5986.23486 [1453] validation_0-mae:4076.55835 validation_1-mae:5986.17578 [1454] validation_0-mae:4074.99194 validation_1-mae:5986.84326 [1455] validation_0-mae:4074.53369 validation_1-mae:5986.68457 [1456] validation_0-mae:4073.61401 validation_1-mae:5986.78369 [1457] validation_0-mae:4072.00830 validation_1-mae:5986.67236 [1458] validation_0-mae:4070.97241 validation_1-mae:5986.78027 [1459] validation_0-mae:4070.32886 validation_1-mae:5987.18359 [1460] validation_0-mae:4069.68726 validation_1-mae:5987.11670 [1461] validation_0-mae:4068.89307 validation_1-mae:5986.67627 [1462] validation_0-mae:4067.84644 validation_1-mae:5986.09766 [1463] validation_0-mae:4066.73535 validation_1-mae:5985.67725 [1464] validation_0-mae:4065.69385 validation_1-mae:5985.52832 [1465] validation_0-mae:4064.78076 validation_1-mae:5985.66846 [1466] validation_0-mae:4063.51318 validation_1-mae:5985.62256 [1467] validation_0-mae:4062.55420 validation_1-mae:5985.63623 [1468] validation_0-mae:4062.21045 validation_1-mae:5985.69580 [1469] validation_0-mae:4061.62695 validation_1-mae:5985.53564 [1470] validation_0-mae:4060.81592 validation_1-mae:5985.95801 [1471] validation_0-mae:4059.89648 validation_1-mae:5985.91895 [1472] validation_0-mae:4058.69434 validation_1-mae:5985.30225 [1473] validation_0-mae:4057.66626 validation_1-mae:5985.69189 [1474] validation_0-mae:4057.03516 validation_1-mae:5985.66113 [1475] validation_0-mae:4056.04688 validation_1-mae:5985.79053 [1476] validation_0-mae:4055.48853 validation_1-mae:5985.62891 [1477] validation_0-mae:4054.63647 validation_1-mae:5985.58154 [1478] validation_0-mae:4053.73120 validation_1-mae:5985.26416 [1479] validation_0-mae:4052.50879 validation_1-mae:5985.69336 [1480] validation_0-mae:4051.43896 validation_1-mae:5985.49219 [1481] validation_0-mae:4050.67481 validation_1-mae:5985.29834 [1482] validation_0-mae:4049.31323 validation_1-mae:5984.95850 [1483] validation_0-mae:4048.20752 validation_1-mae:5985.01465 [1484] validation_0-mae:4047.52539 validation_1-mae:5984.78467 [1485] validation_0-mae:4046.26343 validation_1-mae:5985.34570 [1486] validation_0-mae:4044.96704 validation_1-mae:5985.62744 [1487] validation_0-mae:4044.17969 validation_1-mae:5985.39941 [1488] validation_0-mae:4043.46948 validation_1-mae:5985.43164 [1489] validation_0-mae:4042.39673 validation_1-mae:5985.44238 [1490] validation_0-mae:4041.53271 validation_1-mae:5985.45068 [1491] validation_0-mae:4040.76001 validation_1-mae:5985.63574 [1492] validation_0-mae:4040.02197 validation_1-mae:5985.88428 [1493] validation_0-mae:4038.52319 validation_1-mae:5986.14014 [1494] validation_0-mae:4037.61719 validation_1-mae:5986.27930 [1495] validation_0-mae:4036.75952 validation_1-mae:5986.29395 [1496] validation_0-mae:4035.67554 validation_1-mae:5986.15967 [1497] validation_0-mae:4034.71216 validation_1-mae:5986.49170 [1498] validation_0-mae:4034.28394 validation_1-mae:5986.55957 [1499] validation_0-mae:4033.08960 validation_1-mae:5986.68018 [1500] validation_0-mae:4031.82861 validation_1-mae:5987.11475 [1501] validation_0-mae:4030.90503 validation_1-mae:5987.02197 [1502] validation_0-mae:4030.29102 validation_1-mae:5986.94385 [1503] validation_0-mae:4029.56519 validation_1-mae:5987.00732 [1504] validation_0-mae:4028.69336 validation_1-mae:5986.50488 [1505] validation_0-mae:4027.43188 validation_1-mae:5986.75098 [1506] validation_0-mae:4026.67432 validation_1-mae:5987.02441 [1507] validation_0-mae:4025.99780 validation_1-mae:5987.67139 [1508] validation_0-mae:4025.14453 validation_1-mae:5987.91260 [1509] validation_0-mae:4024.38525 validation_1-mae:5987.57812 [1510] validation_0-mae:4023.72730 validation_1-mae:5987.47412 [1511] validation_0-mae:4022.30811 validation_1-mae:5987.08252 [1512] validation_0-mae:4021.01685 validation_1-mae:5986.25781 [1513] validation_0-mae:4020.08740 validation_1-mae:5986.08447 [1514] validation_0-mae:4019.70532 validation_1-mae:5986.34570 [1515] validation_0-mae:4019.22778 validation_1-mae:5986.29932 [1516] validation_0-mae:4018.56079 validation_1-mae:5986.37744 [1517] validation_0-mae:4018.02832 validation_1-mae:5986.84228 [1518] validation_0-mae:4017.27100 validation_1-mae:5987.06641 [1519] validation_0-mae:4015.91235 validation_1-mae:5986.95508 [1520] validation_0-mae:4014.85913 validation_1-mae:5987.43750 [1521] validation_0-mae:4013.71631 validation_1-mae:5987.62500 [1522] validation_0-mae:4012.58057 validation_1-mae:5987.52978 [1523] validation_0-mae:4011.45068 validation_1-mae:5987.15820 [1524] validation_0-mae:4010.60889 validation_1-mae:5987.61426 [1525] validation_0-mae:4009.96240 validation_1-mae:5987.92480 [1526] validation_0-mae:4009.16284 validation_1-mae:5987.67139 [1527] validation_0-mae:4008.49365 validation_1-mae:5987.26953 [1528] validation_0-mae:4007.50732 validation_1-mae:5986.65283 [1529] validation_0-mae:4006.08350 validation_1-mae:5987.13232 [1530] validation_0-mae:4004.46973 validation_1-mae:5987.29834 [1531] validation_0-mae:4003.77881 validation_1-mae:5987.53076 [1532] validation_0-mae:4002.41138 validation_1-mae:5987.24316 [1533] validation_0-mae:4001.79761 validation_1-mae:5987.33789 [1534] validation_0-mae:4001.18750 validation_1-mae:5987.29395 [1535] validation_0-mae:4000.02051 validation_1-mae:5987.17480 [1536] validation_0-mae:3999.55518 validation_1-mae:5987.27344 [1537] validation_0-mae:3998.95874 validation_1-mae:5987.02197 [1538] validation_0-mae:3998.01074 validation_1-mae:5987.13623 [1539] validation_0-mae:3997.38355 validation_1-mae:5987.18897 [1540] validation_0-mae:3996.68481 validation_1-mae:5986.83887 [1541] validation_0-mae:3995.26856 validation_1-mae:5987.02978 [1542] validation_0-mae:3994.54199 validation_1-mae:5986.91162 [1543] validation_0-mae:3993.51929 validation_1-mae:5986.47852 [1544] validation_0-mae:3992.19116 validation_1-mae:5986.20703 [1545] validation_0-mae:3991.24414 validation_1-mae:5986.35498 [1546] validation_0-mae:3990.30859 validation_1-mae:5986.07910 [1547] validation_0-mae:3989.20630 validation_1-mae:5985.79932 [1548] validation_0-mae:3988.50122 validation_1-mae:5985.82617 [1549] validation_0-mae:3987.79517 validation_1-mae:5985.70361 [1550] validation_0-mae:3987.23950 validation_1-mae:5986.11133 [1551] validation_0-mae:3986.23608 validation_1-mae:5986.54785 [1552] validation_0-mae:3985.73731 validation_1-mae:5986.39355 [1553] validation_0-mae:3985.03589 validation_1-mae:5986.65674 [1554] validation_0-mae:3984.30225 validation_1-mae:5986.66748 [1555] validation_0-mae:3983.82373 validation_1-mae:5986.67676 [1556] validation_0-mae:3983.28442 validation_1-mae:5986.77051 [1557] validation_0-mae:3981.68408 validation_1-mae:5985.44434 [1558] validation_0-mae:3980.99585 validation_1-mae:5985.31152 [1559] validation_0-mae:3980.54932 validation_1-mae:5985.34473 [1560] validation_0-mae:3979.71460 validation_1-mae:5986.01221 [1561] validation_0-mae:3978.85718 validation_1-mae:5985.72852 [1562] validation_0-mae:3977.43018 validation_1-mae:5986.29590 [1563] validation_0-mae:3976.52319 validation_1-mae:5986.51416 [1564] validation_0-mae:3976.01929 validation_1-mae:5986.52686 [1565] validation_0-mae:3975.21460 validation_1-mae:5986.29346 [1566] validation_0-mae:3974.21118 validation_1-mae:5987.07129 [1567] validation_0-mae:3973.10840 validation_1-mae:5987.47852 [1568] validation_0-mae:3972.37842 validation_1-mae:5987.30908 [1569] validation_0-mae:3971.97803 validation_1-mae:5987.29004 [1570] validation_0-mae:3970.50732 validation_1-mae:5987.63818 [1571] validation_0-mae:3969.43921 validation_1-mae:5987.76025 [1572] validation_0-mae:3968.61035 validation_1-mae:5987.93750 [1573] validation_0-mae:3968.09961 validation_1-mae:5987.99512 [1574] validation_0-mae:3967.35254 validation_1-mae:5987.94678 [1575] validation_0-mae:3966.58838 validation_1-mae:5987.89258 [1576] validation_0-mae:3965.96265 validation_1-mae:5987.41260 [1577] validation_0-mae:3965.70825 validation_1-mae:5987.08203 [1578] validation_0-mae:3965.48364 validation_1-mae:5987.09375 [1579] validation_0-mae:3965.33984 validation_1-mae:5987.08057 [1580] validation_0-mae:3964.91894 validation_1-mae:5987.01123 [1581] validation_0-mae:3964.17236 validation_1-mae:5987.38330 [1582] validation_0-mae:3963.25952 validation_1-mae:5988.01709 [1583] validation_0-mae:3962.20215 validation_1-mae:5987.64648 [1584] validation_0-mae:3961.16724 validation_1-mae:5987.71387 [1585] validation_0-mae:3960.74829 validation_1-mae:5988.01318 [1586] validation_0-mae:3960.07519 validation_1-mae:5988.39404 [1587] validation_0-mae:3959.21655 validation_1-mae:5988.49853 [1588] validation_0-mae:3958.33203 validation_1-mae:5988.72217 [1589] validation_0-mae:3958.05029 validation_1-mae:5988.51709 [1590] validation_0-mae:3957.25879 validation_1-mae:5988.51904 [1591] validation_0-mae:3956.58813 validation_1-mae:5988.68603 [1592] validation_0-mae:3955.69897 validation_1-mae:5988.28418 [1593] validation_0-mae:3954.69971 validation_1-mae:5988.53418 [1594] validation_0-mae:3953.64770 validation_1-mae:5987.92236 [1595] validation_0-mae:3952.26050 validation_1-mae:5987.90137 [1596] validation_0-mae:3951.91675 validation_1-mae:5987.85840 [1597] validation_0-mae:3950.93945 validation_1-mae:5987.45703 [1598] validation_0-mae:3949.37402 validation_1-mae:5987.25195 [1599] validation_0-mae:3948.63843 validation_1-mae:5987.44678 [1600] validation_0-mae:3947.51978 validation_1-mae:5987.29932 [1601] validation_0-mae:3947.17163 validation_1-mae:5987.37500 [1602] validation_0-mae:3945.41528 validation_1-mae:5986.74170 [1603] validation_0-mae:3944.50757 validation_1-mae:5986.74023 [1604] validation_0-mae:3943.78442 validation_1-mae:5986.59863 [1605] validation_0-mae:3943.23267 validation_1-mae:5986.38037 [1606] validation_0-mae:3942.71509 validation_1-mae:5986.63428 [1607] validation_0-mae:3941.96899 validation_1-mae:5986.59863 [1608] validation_0-mae:3941.61304 validation_1-mae:5986.64795 [1609] validation_0-mae:3941.33081 validation_1-mae:5986.52393 [1610] validation_0-mae:3941.18262 validation_1-mae:5986.44092 [1611] validation_0-mae:3939.31177 validation_1-mae:5985.42383 [1612] validation_0-mae:3939.05444 validation_1-mae:5985.47217 [1613] validation_0-mae:3938.86499 validation_1-mae:5985.68506 [1614] validation_0-mae:3938.34961 validation_1-mae:5985.63965 [1615] validation_0-mae:3937.11645 validation_1-mae:5985.54395 [1616] validation_0-mae:3936.67456 validation_1-mae:5985.47314 [1617] validation_0-mae:3936.16943 validation_1-mae:5985.30469 [1618] validation_0-mae:3935.45508 validation_1-mae:5985.47510 [1619] validation_0-mae:3934.27759 validation_1-mae:5985.39648 [1620] validation_0-mae:3933.66919 validation_1-mae:5985.49414 [1621] validation_0-mae:3932.77515 validation_1-mae:5985.74365 [1622] validation_0-mae:3932.17554 validation_1-mae:5985.55127 [1623] validation_0-mae:3930.35059 validation_1-mae:5985.32422 [1624] validation_0-mae:3929.71558 validation_1-mae:5985.39160 [1625] validation_0-mae:3928.52246 validation_1-mae:5985.60840 [1626] validation_0-mae:3927.81323 validation_1-mae:5986.00147 [1627] validation_0-mae:3927.09399 validation_1-mae:5985.88232 [1628] validation_0-mae:3926.08301 validation_1-mae:5986.06397 [1629] validation_0-mae:3925.25537 validation_1-mae:5985.89355 [1630] validation_0-mae:3924.63232 validation_1-mae:5985.93213 [1631] validation_0-mae:3923.78711 validation_1-mae:5986.04492 [1632] validation_0-mae:3922.78467 validation_1-mae:5985.89990 [1633] validation_0-mae:3922.41260 validation_1-mae:5985.52148 [1634] validation_0-mae:3921.62305 validation_1-mae:5985.67822 [1635] validation_0-mae:3920.19214 validation_1-mae:5985.91406 [1636] validation_0-mae:3919.53638 validation_1-mae:5986.23975 [1637] validation_0-mae:3918.48877 validation_1-mae:5985.62402 [1638] validation_0-mae:3917.77856 validation_1-mae:5985.47461 [1639] validation_0-mae:3916.61328 validation_1-mae:5984.58447 [1640] validation_0-mae:3915.64258 validation_1-mae:5984.37402 [1641] validation_0-mae:3914.74487 validation_1-mae:5984.70898 [1642] validation_0-mae:3913.70215 validation_1-mae:5984.54443 [1643] validation_0-mae:3912.77856 validation_1-mae:5984.15772 [1644] validation_0-mae:3911.67212 validation_1-mae:5984.55420 [1645] validation_0-mae:3910.60449 validation_1-mae:5984.66992 [1646] validation_0-mae:3909.62183 validation_1-mae:5984.40088 [1647] validation_0-mae:3908.98315 validation_1-mae:5984.61865 [1648] validation_0-mae:3908.16577 validation_1-mae:5984.74414 [1649] validation_0-mae:3907.56958 validation_1-mae:5984.95361 [1650] validation_0-mae:3906.82178 validation_1-mae:5985.69580 [1651] validation_0-mae:3905.98731 validation_1-mae:5985.87402 [1652] validation_0-mae:3904.95459 validation_1-mae:5985.40918 [1653] validation_0-mae:3903.68042 validation_1-mae:5985.42920 [1654] validation_0-mae:3903.23315 validation_1-mae:5985.55859 [1655] validation_0-mae:3902.25830 validation_1-mae:5985.78418 [1656] validation_0-mae:3901.42822 validation_1-mae:5985.68799 [1657] validation_0-mae:3901.02515 validation_1-mae:5985.78418 [1658] validation_0-mae:3899.11890 validation_1-mae:5985.51074 [1659] validation_0-mae:3898.12988 validation_1-mae:5985.10107 [1660] validation_0-mae:3897.92725 validation_1-mae:5985.08838 [1661] validation_0-mae:3897.11548 validation_1-mae:5985.22803 [1662] validation_0-mae:3896.98315 validation_1-mae:5985.20605 [1663] validation_0-mae:3896.77612 validation_1-mae:5985.14258 [1664] validation_0-mae:3896.24756 validation_1-mae:5985.04150 [1665] validation_0-mae:3895.90942 validation_1-mae:5985.20850 [1666] validation_0-mae:3895.34790 validation_1-mae:5985.42041 [1667] validation_0-mae:3894.65674 validation_1-mae:5985.24365 [1668] validation_0-mae:3894.19067 validation_1-mae:5985.24170 [1669] validation_0-mae:3893.65234 validation_1-mae:5985.30469 [1670] validation_0-mae:3893.12646 validation_1-mae:5985.02344 [1671] validation_0-mae:3892.91480 validation_1-mae:5985.04395 [1672] validation_0-mae:3892.63696 validation_1-mae:5985.15137 [1673] validation_0-mae:3891.29272 validation_1-mae:5986.07129 [1674] validation_0-mae:3890.30054 validation_1-mae:5986.96387 [1675] validation_0-mae:3888.80103 validation_1-mae:5986.65430 [1676] validation_0-mae:3887.19727 validation_1-mae:5986.18750 [1677] validation_0-mae:3886.59375 validation_1-mae:5986.08545 [1678] validation_0-mae:3885.95728 validation_1-mae:5985.73730 [1679] validation_0-mae:3884.88013 validation_1-mae:5985.68457 [1680] validation_0-mae:3883.03760 validation_1-mae:5985.42529 [1681] validation_0-mae:3882.06226 validation_1-mae:5986.37939 [1682] validation_0-mae:3880.88940 validation_1-mae:5985.76514 [1683] validation_0-mae:3879.76318 validation_1-mae:5985.79102 [1684] validation_0-mae:3879.11963 validation_1-mae:5985.78174 [1685] validation_0-mae:3878.42383 validation_1-mae:5986.06055 [1686] validation_0-mae:3877.43481 validation_1-mae:5986.55078 [1687] validation_0-mae:3876.69385 validation_1-mae:5986.59326 [1688] validation_0-mae:3875.94189 validation_1-mae:5986.74707 [1689] validation_0-mae:3875.37695 validation_1-mae:5987.07910 [1690] validation_0-mae:3874.77417 validation_1-mae:5986.87842 [1691] validation_0-mae:3873.98975 validation_1-mae:5987.12305 [1692] validation_0-mae:3873.41870 validation_1-mae:5987.03223 [1693] validation_0-mae:3872.16626 validation_1-mae:5986.78223 [1694] validation_0-mae:3870.37207 validation_1-mae:5986.57715 [1695] validation_0-mae:3869.43628 validation_1-mae:5986.86230 [1696] validation_0-mae:3867.40723 validation_1-mae:5987.02832 [1697] validation_0-mae:3867.01245 validation_1-mae:5987.12793 [1698] validation_0-mae:3866.08862 validation_1-mae:5987.43018 [1699] validation_0-mae:3864.80298 validation_1-mae:5987.24463 Dropping: tem [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20745.88867 [4] validation_0-mae:19043.08594 validation_1-mae:18783.02148 [5] validation_0-mae:17301.18555 validation_1-mae:17050.82422 [6] validation_0-mae:15788.85156 validation_1-mae:15546.00586 [7] validation_0-mae:14475.86523 validation_1-mae:14245.83789 [8] validation_0-mae:13346.72363 validation_1-mae:13123.64844 [9] validation_0-mae:12383.51367 validation_1-mae:12163.87012 [10] validation_0-mae:11563.51367 validation_1-mae:11347.74512 [11] validation_0-mae:10874.35449 validation_1-mae:10666.29981 [12] validation_0-mae:10304.22168 validation_1-mae:10103.88086 [13] validation_0-mae:9819.97461 validation_1-mae:9624.27930 [14] validation_0-mae:9418.90527 validation_1-mae:9233.74707 [15] validation_0-mae:9084.41894 validation_1-mae:8906.31934 [16] validation_0-mae:8802.76660 validation_1-mae:8634.91016 [17] validation_0-mae:8567.56836 validation_1-mae:8410.47852 [18] validation_0-mae:8374.73047 validation_1-mae:8222.20508 [19] validation_0-mae:8212.23242 validation_1-mae:8069.40772 [20] validation_0-mae:8069.45264 validation_1-mae:7938.27100 [21] validation_0-mae:7945.11670 validation_1-mae:7830.38672 [22] validation_0-mae:7846.97559 validation_1-mae:7744.21436 [23] validation_0-mae:7760.82373 validation_1-mae:7675.03516 [24] validation_0-mae:7677.09228 validation_1-mae:7596.69043 [25] validation_0-mae:7604.52100 validation_1-mae:7533.35596 [26] validation_0-mae:7549.05176 validation_1-mae:7486.56348 [27] validation_0-mae:7488.75049 validation_1-mae:7432.55078 [28] validation_0-mae:7439.51172 validation_1-mae:7391.72510 [29] validation_0-mae:7397.34473 validation_1-mae:7357.55078 [30] validation_0-mae:7361.62842 validation_1-mae:7327.07178 [31] validation_0-mae:7321.06689 validation_1-mae:7290.46777 [32] validation_0-mae:7292.64111 validation_1-mae:7272.81543 [33] validation_0-mae:7264.37012 validation_1-mae:7251.74853 [34] validation_0-mae:7234.05078 validation_1-mae:7231.75586 [35] validation_0-mae:7202.57715 validation_1-mae:7207.05566 [36] validation_0-mae:7185.35889 validation_1-mae:7193.66650 [37] validation_0-mae:7167.74219 validation_1-mae:7183.62158 [38] validation_0-mae:7142.38184 validation_1-mae:7162.21338 [39] validation_0-mae:7121.32422 validation_1-mae:7145.07129 [40] validation_0-mae:7103.48682 validation_1-mae:7134.43408 [41] validation_0-mae:7087.31689 validation_1-mae:7121.95215 [42] validation_0-mae:7070.21045 validation_1-mae:7111.22510 [43] validation_0-mae:7050.17432 validation_1-mae:7097.33643 [44] validation_0-mae:7037.65234 validation_1-mae:7086.59570 [45] validation_0-mae:7012.39990 validation_1-mae:7066.13379 [46] validation_0-mae:6988.82861 validation_1-mae:7045.80811 [47] validation_0-mae:6972.97461 validation_1-mae:7037.73047 [48] validation_0-mae:6948.31738 validation_1-mae:7019.25977 [49] validation_0-mae:6934.13916 validation_1-mae:7009.15283 [50] validation_0-mae:6915.89404 validation_1-mae:6995.74951 [51] validation_0-mae:6901.48145 validation_1-mae:6990.18897 [52] validation_0-mae:6888.41309 validation_1-mae:6978.86182 [53] validation_0-mae:6875.91895 validation_1-mae:6973.42139 [54] validation_0-mae:6867.48633 validation_1-mae:6967.13574 [55] validation_0-mae:6851.41260 validation_1-mae:6955.31934 [56] validation_0-mae:6832.73730 validation_1-mae:6938.86768 [57] validation_0-mae:6819.11230 validation_1-mae:6929.91895 [58] validation_0-mae:6809.64258 validation_1-mae:6921.71338 [59] validation_0-mae:6794.47510 validation_1-mae:6912.66943 [60] validation_0-mae:6779.62793 validation_1-mae:6899.75439 [61] validation_0-mae:6767.44922 validation_1-mae:6891.08887 [62] validation_0-mae:6746.22412 validation_1-mae:6874.00537 [63] validation_0-mae:6733.93799 validation_1-mae:6862.71973 [64] validation_0-mae:6723.69336 validation_1-mae:6859.19971 [65] validation_0-mae:6714.66602 validation_1-mae:6852.28369 [66] validation_0-mae:6703.12988 validation_1-mae:6843.40039 [67] validation_0-mae:6696.48730 validation_1-mae:6838.81250 [68] validation_0-mae:6678.37939 validation_1-mae:6823.39111 [69] validation_0-mae:6665.91162 validation_1-mae:6813.96680 [70] validation_0-mae:6655.08008 validation_1-mae:6806.38086 [71] validation_0-mae:6640.38037 validation_1-mae:6792.67822 [72] validation_0-mae:6631.74463 validation_1-mae:6785.50928 [73] validation_0-mae:6624.77881 validation_1-mae:6782.30859 [74] validation_0-mae:6617.17090 validation_1-mae:6777.65137 [75] validation_0-mae:6607.47510 validation_1-mae:6771.20068 [76] validation_0-mae:6595.37891 validation_1-mae:6762.60938 [77] validation_0-mae:6586.02344 validation_1-mae:6753.53760 [78] validation_0-mae:6577.90137 validation_1-mae:6749.72022 [79] validation_0-mae:6570.18115 validation_1-mae:6745.49609 [80] validation_0-mae:6557.68701 validation_1-mae:6736.61426 [81] validation_0-mae:6547.67383 validation_1-mae:6727.26562 [82] validation_0-mae:6538.81103 validation_1-mae:6722.52783 [83] validation_0-mae:6531.09277 validation_1-mae:6718.51660 [84] validation_0-mae:6521.59863 validation_1-mae:6709.74756 [85] validation_0-mae:6514.22656 validation_1-mae:6704.96094 [86] validation_0-mae:6496.79639 validation_1-mae:6688.13916 [87] validation_0-mae:6492.96484 validation_1-mae:6684.34668 [88] validation_0-mae:6484.78174 validation_1-mae:6679.71436 [89] validation_0-mae:6479.22852 validation_1-mae:6676.08594 [90] validation_0-mae:6469.85107 validation_1-mae:6669.50830 [91] validation_0-mae:6466.19727 validation_1-mae:6665.71582 [92] validation_0-mae:6459.61230 validation_1-mae:6662.36377 [93] validation_0-mae:6453.50635 validation_1-mae:6657.11426 [94] validation_0-mae:6446.53809 validation_1-mae:6654.34228 [95] validation_0-mae:6442.28418 validation_1-mae:6652.32275 [96] validation_0-mae:6433.30811 validation_1-mae:6645.58594 [97] validation_0-mae:6429.57275 validation_1-mae:6643.89111 [98] validation_0-mae:6418.11523 validation_1-mae:6639.10498 [99] validation_0-mae:6411.43506 validation_1-mae:6633.77686 [100] validation_0-mae:6401.94580 validation_1-mae:6626.17383 [101] validation_0-mae:6399.03760 validation_1-mae:6622.73535 [102] validation_0-mae:6394.48975 validation_1-mae:6620.20117 [103] validation_0-mae:6387.21631 validation_1-mae:6615.50684 [104] validation_0-mae:6380.02393 validation_1-mae:6611.17773 [105] validation_0-mae:6370.96533 validation_1-mae:6605.36084 [106] validation_0-mae:6368.63916 validation_1-mae:6603.93848 [107] validation_0-mae:6360.38574 validation_1-mae:6600.45312 [108] validation_0-mae:6355.37207 validation_1-mae:6597.89990 [109] validation_0-mae:6350.80762 validation_1-mae:6593.80908 [110] validation_0-mae:6340.29297 validation_1-mae:6586.66846 [111] validation_0-mae:6333.36133 validation_1-mae:6582.49951 [112] validation_0-mae:6325.15478 validation_1-mae:6576.09522 [113] validation_0-mae:6323.09717 validation_1-mae:6575.70557 [114] validation_0-mae:6318.51318 validation_1-mae:6573.08398 [115] validation_0-mae:6312.02246 validation_1-mae:6569.69873 [116] validation_0-mae:6306.61133 validation_1-mae:6565.66211 [117] validation_0-mae:6299.75000 validation_1-mae:6560.81250 [118] validation_0-mae:6296.75879 validation_1-mae:6560.92090 [119] validation_0-mae:6292.89453 validation_1-mae:6557.46924 [120] validation_0-mae:6288.02441 validation_1-mae:6555.11816 [121] validation_0-mae:6282.20996 validation_1-mae:6550.19092 [122] validation_0-mae:6278.38770 validation_1-mae:6547.63330 [123] validation_0-mae:6272.84326 validation_1-mae:6544.66455 [124] validation_0-mae:6269.35693 validation_1-mae:6542.87012 [125] validation_0-mae:6265.62891 validation_1-mae:6541.37695 [126] validation_0-mae:6259.69434 validation_1-mae:6538.60938 [127] validation_0-mae:6256.23486 validation_1-mae:6536.74658 [128] validation_0-mae:6250.12109 validation_1-mae:6532.76807 [129] validation_0-mae:6245.89941 validation_1-mae:6529.49951 [130] validation_0-mae:6236.42139 validation_1-mae:6525.75781 [131] validation_0-mae:6229.63428 validation_1-mae:6521.48340 [132] validation_0-mae:6224.91162 validation_1-mae:6517.95898 [133] validation_0-mae:6221.91602 validation_1-mae:6516.82275 [134] validation_0-mae:6216.85547 validation_1-mae:6513.28418 [135] validation_0-mae:6210.98047 validation_1-mae:6511.09619 [136] validation_0-mae:6208.15625 validation_1-mae:6509.70996 [137] validation_0-mae:6206.44824 validation_1-mae:6508.44580 [138] validation_0-mae:6201.97022 validation_1-mae:6505.17236 [139] validation_0-mae:6196.02881 validation_1-mae:6501.40234 [140] validation_0-mae:6187.59961 validation_1-mae:6496.92529 [141] validation_0-mae:6183.32910 validation_1-mae:6494.72949 [142] validation_0-mae:6178.51270 validation_1-mae:6492.48535 [143] validation_0-mae:6173.39600 validation_1-mae:6488.64551 [144] validation_0-mae:6169.59180 validation_1-mae:6486.71484 [145] validation_0-mae:6164.94434 validation_1-mae:6483.77100 [146] validation_0-mae:6162.82471 validation_1-mae:6481.80713 [147] validation_0-mae:6161.13330 validation_1-mae:6481.18164 [148] validation_0-mae:6155.72412 validation_1-mae:6481.23535 [149] validation_0-mae:6151.38818 validation_1-mae:6479.72363 [150] validation_0-mae:6146.92285 validation_1-mae:6477.95166 [151] validation_0-mae:6141.92383 validation_1-mae:6475.11426 [152] validation_0-mae:6137.30615 validation_1-mae:6471.29736 [153] validation_0-mae:6134.52197 validation_1-mae:6469.59277 [154] validation_0-mae:6130.20410 validation_1-mae:6468.53125 [155] validation_0-mae:6126.19727 validation_1-mae:6465.66797 [156] validation_0-mae:6122.86133 validation_1-mae:6463.47510 [157] validation_0-mae:6117.54102 validation_1-mae:6458.93848 [158] validation_0-mae:6115.05225 validation_1-mae:6458.02637 [159] validation_0-mae:6113.04688 validation_1-mae:6457.68555 [160] validation_0-mae:6111.48584 validation_1-mae:6457.18994 [161] validation_0-mae:6104.63428 validation_1-mae:6452.89697 [162] validation_0-mae:6098.76318 validation_1-mae:6450.23584 [163] validation_0-mae:6096.16992 validation_1-mae:6448.26221 [164] validation_0-mae:6093.40137 validation_1-mae:6447.23486 [165] validation_0-mae:6089.38281 validation_1-mae:6446.03955 [166] validation_0-mae:6085.45312 validation_1-mae:6445.18652 [167] validation_0-mae:6081.51416 validation_1-mae:6443.67188 [168] validation_0-mae:6075.48291 validation_1-mae:6438.98145 [169] validation_0-mae:6073.08252 validation_1-mae:6437.98779 [170] validation_0-mae:6067.53369 validation_1-mae:6435.53418 [171] validation_0-mae:6065.84912 validation_1-mae:6434.20264 [172] validation_0-mae:6062.90674 validation_1-mae:6433.16455 [173] validation_0-mae:6060.98584 validation_1-mae:6432.73877 [174] validation_0-mae:6057.06787 validation_1-mae:6430.89258 [175] validation_0-mae:6054.80811 validation_1-mae:6429.21973 [176] validation_0-mae:6050.88574 validation_1-mae:6428.60303 [177] validation_0-mae:6046.25732 validation_1-mae:6427.56445 [178] validation_0-mae:6042.91943 validation_1-mae:6426.22168 [179] validation_0-mae:6038.54297 validation_1-mae:6424.59766 [180] validation_0-mae:6034.52490 validation_1-mae:6422.75439 [181] validation_0-mae:6032.51025 validation_1-mae:6421.83691 [182] validation_0-mae:6023.75147 validation_1-mae:6416.00342 [183] validation_0-mae:6019.36816 validation_1-mae:6413.84961 [184] validation_0-mae:6016.24072 validation_1-mae:6412.89551 [185] validation_0-mae:6013.88379 validation_1-mae:6411.13232 [186] validation_0-mae:6011.13135 validation_1-mae:6408.74170 [187] validation_0-mae:6007.05078 validation_1-mae:6406.38184 [188] validation_0-mae:6004.00439 validation_1-mae:6404.91211 [189] validation_0-mae:6001.51221 validation_1-mae:6404.40234 [190] validation_0-mae:5998.11621 validation_1-mae:6402.69336 [191] validation_0-mae:5995.14990 validation_1-mae:6401.87500 [192] validation_0-mae:5993.34961 validation_1-mae:6401.41748 [193] validation_0-mae:5988.86816 validation_1-mae:6399.17871 [194] validation_0-mae:5987.45801 validation_1-mae:6398.71387 [195] validation_0-mae:5985.67725 validation_1-mae:6397.14307 [196] validation_0-mae:5981.48926 validation_1-mae:6395.92480 [197] validation_0-mae:5979.76709 validation_1-mae:6395.91113 [198] validation_0-mae:5975.90967 validation_1-mae:6394.10693 [199] validation_0-mae:5972.02100 validation_1-mae:6390.79785 [200] validation_0-mae:5968.80566 validation_1-mae:6390.34814 [201] validation_0-mae:5965.14697 validation_1-mae:6388.33789 [202] validation_0-mae:5963.88672 validation_1-mae:6388.01172 [203] validation_0-mae:5960.58447 validation_1-mae:6387.18750 [204] validation_0-mae:5957.54492 validation_1-mae:6386.64014 [205] validation_0-mae:5955.40283 validation_1-mae:6386.18652 [206] validation_0-mae:5950.46338 validation_1-mae:6384.22217 [207] validation_0-mae:5948.04395 validation_1-mae:6383.59766 [208] validation_0-mae:5946.89844 validation_1-mae:6382.83740 [209] validation_0-mae:5942.30957 validation_1-mae:6380.87353 [210] validation_0-mae:5933.13379 validation_1-mae:6375.25830 [211] validation_0-mae:5931.74268 validation_1-mae:6373.94629 [212] validation_0-mae:5929.59375 validation_1-mae:6373.40527 [213] validation_0-mae:5926.38379 validation_1-mae:6371.79590 [214] validation_0-mae:5922.98389 validation_1-mae:6370.65674 [215] validation_0-mae:5921.41309 validation_1-mae:6369.79932 [216] validation_0-mae:5920.16943 validation_1-mae:6369.85156 [217] validation_0-mae:5915.81689 validation_1-mae:6368.58350 [218] validation_0-mae:5911.50000 validation_1-mae:6365.64844 [219] validation_0-mae:5905.03369 validation_1-mae:6360.25293 [220] validation_0-mae:5903.59961 validation_1-mae:6360.64600 [221] validation_0-mae:5902.16309 validation_1-mae:6359.78906 [222] validation_0-mae:5898.11035 validation_1-mae:6356.03564 [223] validation_0-mae:5894.22656 validation_1-mae:6354.43115 [224] validation_0-mae:5890.37939 validation_1-mae:6351.99853 [225] validation_0-mae:5885.57715 validation_1-mae:6350.41992 [226] validation_0-mae:5882.39844 validation_1-mae:6349.32520 [227] validation_0-mae:5879.46045 validation_1-mae:6347.05713 [228] validation_0-mae:5877.16699 validation_1-mae:6345.93408 [229] validation_0-mae:5875.57178 validation_1-mae:6346.57764 [230] validation_0-mae:5873.13574 validation_1-mae:6346.37158 [231] validation_0-mae:5870.07568 validation_1-mae:6345.11084 [232] validation_0-mae:5867.89648 validation_1-mae:6344.12793 [233] validation_0-mae:5866.74707 validation_1-mae:6343.62647 [234] validation_0-mae:5864.54688 validation_1-mae:6342.18994 [235] validation_0-mae:5861.13623 validation_1-mae:6340.35693 [236] validation_0-mae:5858.91504 validation_1-mae:6339.31494 [237] validation_0-mae:5856.35547 validation_1-mae:6337.88623 [238] validation_0-mae:5855.32422 validation_1-mae:6337.40527 [239] validation_0-mae:5853.47070 validation_1-mae:6336.89160 [240] validation_0-mae:5851.27686 validation_1-mae:6336.02832 [241] validation_0-mae:5850.04150 validation_1-mae:6335.52344 [242] validation_0-mae:5847.14990 validation_1-mae:6334.91797 [243] validation_0-mae:5844.53027 validation_1-mae:6334.77441 [244] validation_0-mae:5843.43262 validation_1-mae:6334.96338 [245] validation_0-mae:5840.76318 validation_1-mae:6334.82178 [246] validation_0-mae:5837.57715 validation_1-mae:6333.23975 [247] validation_0-mae:5834.19092 validation_1-mae:6333.32812 [248] validation_0-mae:5831.01611 validation_1-mae:6331.37598 [249] validation_0-mae:5830.44141 validation_1-mae:6331.13330 [250] validation_0-mae:5825.17578 validation_1-mae:6329.10352 [251] validation_0-mae:5818.32373 validation_1-mae:6325.00147 [252] validation_0-mae:5815.32178 validation_1-mae:6323.37744 [253] validation_0-mae:5812.25000 validation_1-mae:6321.18506 [254] validation_0-mae:5805.23291 validation_1-mae:6316.54102 [255] validation_0-mae:5803.06348 validation_1-mae:6315.33203 [256] validation_0-mae:5801.18897 validation_1-mae:6314.39404 [257] validation_0-mae:5798.64941 validation_1-mae:6313.57178 [258] validation_0-mae:5797.08887 validation_1-mae:6312.75000 [259] validation_0-mae:5794.11963 validation_1-mae:6311.58154 [260] validation_0-mae:5792.67188 validation_1-mae:6311.10547 [261] validation_0-mae:5790.99219 validation_1-mae:6310.30078 [262] validation_0-mae:5790.24414 validation_1-mae:6310.53809 [263] validation_0-mae:5785.48486 validation_1-mae:6308.67188 [264] validation_0-mae:5780.98145 validation_1-mae:6306.07959 [265] validation_0-mae:5778.87549 validation_1-mae:6306.13525 [266] validation_0-mae:5776.26807 validation_1-mae:6305.94580 [267] validation_0-mae:5773.67969 validation_1-mae:6304.41504 [268] validation_0-mae:5767.21045 validation_1-mae:6299.52588 [269] validation_0-mae:5762.34668 validation_1-mae:6297.72314 [270] validation_0-mae:5759.41504 validation_1-mae:6297.40820 [271] validation_0-mae:5757.58447 validation_1-mae:6296.42529 [272] validation_0-mae:5751.88281 validation_1-mae:6292.13721 [273] validation_0-mae:5749.97168 validation_1-mae:6291.00391 [274] validation_0-mae:5747.63623 validation_1-mae:6291.18311 [275] validation_0-mae:5743.51904 validation_1-mae:6287.84424 [276] validation_0-mae:5740.94141 validation_1-mae:6286.78272 [277] validation_0-mae:5738.82715 validation_1-mae:6286.35498 [278] validation_0-mae:5737.67041 validation_1-mae:6285.81348 [279] validation_0-mae:5736.51709 validation_1-mae:6285.42236 [280] validation_0-mae:5735.21875 validation_1-mae:6284.17188 [281] validation_0-mae:5730.88086 validation_1-mae:6282.75391 [282] validation_0-mae:5728.89307 validation_1-mae:6282.90674 [283] validation_0-mae:5725.46631 validation_1-mae:6281.77978 [284] validation_0-mae:5721.76807 validation_1-mae:6279.24072 [285] validation_0-mae:5718.91895 validation_1-mae:6279.30225 [286] validation_0-mae:5718.00488 validation_1-mae:6278.83643 [287] validation_0-mae:5715.20361 validation_1-mae:6276.56152 [288] validation_0-mae:5711.99463 validation_1-mae:6276.57861 [289] validation_0-mae:5708.86963 validation_1-mae:6276.22412 [290] validation_0-mae:5702.67090 validation_1-mae:6273.32715 [291] validation_0-mae:5701.22705 validation_1-mae:6272.79785 [292] validation_0-mae:5699.65527 validation_1-mae:6272.34473 [293] validation_0-mae:5697.72656 validation_1-mae:6272.10205 [294] validation_0-mae:5696.92822 validation_1-mae:6271.84668 [295] validation_0-mae:5695.46680 validation_1-mae:6271.56397 [296] validation_0-mae:5694.14502 validation_1-mae:6270.60742 [297] validation_0-mae:5693.14111 validation_1-mae:6269.86670 [298] validation_0-mae:5691.37793 validation_1-mae:6269.83594 [299] validation_0-mae:5690.73291 validation_1-mae:6269.79834 [300] validation_0-mae:5688.11230 validation_1-mae:6268.73584 [301] validation_0-mae:5682.95898 validation_1-mae:6265.63525 [302] validation_0-mae:5679.82568 validation_1-mae:6265.67285 [303] validation_0-mae:5674.03027 validation_1-mae:6262.09961 [304] validation_0-mae:5671.36133 validation_1-mae:6261.34814 [305] validation_0-mae:5669.45752 validation_1-mae:6261.81592 [306] validation_0-mae:5667.99512 validation_1-mae:6262.17773 [307] validation_0-mae:5664.36621 validation_1-mae:6261.62891 [308] validation_0-mae:5661.89062 validation_1-mae:6260.68115 [309] validation_0-mae:5659.89258 validation_1-mae:6260.16113 [310] validation_0-mae:5656.52832 validation_1-mae:6258.28711 [311] validation_0-mae:5655.00098 validation_1-mae:6257.19043 [312] validation_0-mae:5647.85205 validation_1-mae:6253.71680 [313] validation_0-mae:5647.05469 validation_1-mae:6253.14014 [314] validation_0-mae:5645.25732 validation_1-mae:6252.67236 [315] validation_0-mae:5642.13379 validation_1-mae:6252.28027 [316] validation_0-mae:5639.67725 validation_1-mae:6250.87109 [317] validation_0-mae:5635.88232 validation_1-mae:6248.76904 [318] validation_0-mae:5631.55566 validation_1-mae:6246.59668 [319] validation_0-mae:5628.55420 validation_1-mae:6246.40918 [320] validation_0-mae:5626.76172 validation_1-mae:6246.26074 [321] validation_0-mae:5626.51367 validation_1-mae:6246.43066 [322] validation_0-mae:5622.24463 validation_1-mae:6243.99463 [323] validation_0-mae:5619.74561 validation_1-mae:6243.27734 [324] validation_0-mae:5618.45312 validation_1-mae:6243.33105 [325] validation_0-mae:5615.34863 validation_1-mae:6242.33496 [326] validation_0-mae:5613.73438 validation_1-mae:6241.63574 [327] validation_0-mae:5611.71582 validation_1-mae:6241.60400 [328] validation_0-mae:5609.07129 validation_1-mae:6241.15332 [329] validation_0-mae:5603.28320 validation_1-mae:6237.83057 [330] validation_0-mae:5601.70605 validation_1-mae:6237.66650 [331] validation_0-mae:5600.58447 validation_1-mae:6237.40527 [332] validation_0-mae:5599.59033 validation_1-mae:6237.54639 [333] validation_0-mae:5594.52295 validation_1-mae:6234.17236 [334] validation_0-mae:5591.81543 validation_1-mae:6232.32715 [335] validation_0-mae:5590.87695 validation_1-mae:6231.94092 [336] validation_0-mae:5589.65723 validation_1-mae:6232.05469 [337] validation_0-mae:5586.43457 validation_1-mae:6231.33545 [338] validation_0-mae:5585.09424 validation_1-mae:6231.14062 [339] validation_0-mae:5582.98730 validation_1-mae:6230.14453 [340] validation_0-mae:5579.42188 validation_1-mae:6228.05469 [341] validation_0-mae:5577.91357 validation_1-mae:6227.42676 [342] validation_0-mae:5575.44336 validation_1-mae:6227.46728 [343] validation_0-mae:5573.49365 validation_1-mae:6226.12939 [344] validation_0-mae:5571.44434 validation_1-mae:6225.48828 [345] validation_0-mae:5569.50244 validation_1-mae:6224.82373 [346] validation_0-mae:5567.30469 validation_1-mae:6223.27441 [347] validation_0-mae:5565.97900 validation_1-mae:6222.63379 [348] validation_0-mae:5563.54785 validation_1-mae:6221.95654 [349] validation_0-mae:5560.11963 validation_1-mae:6220.60449 [350] validation_0-mae:5556.78272 validation_1-mae:6219.06299 [351] validation_0-mae:5553.78467 validation_1-mae:6218.37939 [352] validation_0-mae:5549.32666 validation_1-mae:6215.02197 [353] validation_0-mae:5547.94336 validation_1-mae:6214.46826 [354] validation_0-mae:5544.09570 validation_1-mae:6212.63965 [355] validation_0-mae:5542.12500 validation_1-mae:6212.21436 [356] validation_0-mae:5540.93213 validation_1-mae:6211.82227 [357] validation_0-mae:5539.00293 validation_1-mae:6211.61963 [358] validation_0-mae:5536.54541 validation_1-mae:6210.24219 [359] validation_0-mae:5535.44580 validation_1-mae:6210.36523 [360] validation_0-mae:5534.14600 validation_1-mae:6210.27783 [361] validation_0-mae:5532.88086 validation_1-mae:6209.42188 [362] validation_0-mae:5530.95068 validation_1-mae:6209.58350 [363] validation_0-mae:5529.80127 validation_1-mae:6209.54297 [364] validation_0-mae:5528.71777 validation_1-mae:6209.46338 [365] validation_0-mae:5526.50391 validation_1-mae:6209.18848 [366] validation_0-mae:5524.52588 validation_1-mae:6208.29004 [367] validation_0-mae:5523.31103 validation_1-mae:6207.70703 [368] validation_0-mae:5522.15772 validation_1-mae:6207.51270 [369] validation_0-mae:5518.02344 validation_1-mae:6206.16162 [370] validation_0-mae:5515.77930 validation_1-mae:6206.10010 [371] validation_0-mae:5514.51270 validation_1-mae:6205.51514 [372] validation_0-mae:5512.93701 validation_1-mae:6205.13770 [373] validation_0-mae:5511.70557 validation_1-mae:6203.94287 [374] validation_0-mae:5510.02930 validation_1-mae:6203.22705 [375] validation_0-mae:5506.79932 validation_1-mae:6202.18603 [376] validation_0-mae:5503.91357 validation_1-mae:6201.21387 [377] validation_0-mae:5503.37012 validation_1-mae:6201.40918 [378] validation_0-mae:5501.66211 validation_1-mae:6201.44922 [379] validation_0-mae:5497.77734 validation_1-mae:6199.44629 [380] validation_0-mae:5497.21484 validation_1-mae:6199.04395 [381] validation_0-mae:5495.74316 validation_1-mae:6198.74072 [382] validation_0-mae:5493.84131 validation_1-mae:6198.34668 [383] validation_0-mae:5492.96191 validation_1-mae:6198.38086 [384] validation_0-mae:5492.72022 validation_1-mae:6198.54102 [385] validation_0-mae:5490.67529 validation_1-mae:6197.62207 [386] validation_0-mae:5488.77686 validation_1-mae:6196.72022 [387] validation_0-mae:5487.02295 validation_1-mae:6196.45020 [388] validation_0-mae:5485.03369 validation_1-mae:6195.50928 [389] validation_0-mae:5483.31397 validation_1-mae:6194.91895 [390] validation_0-mae:5481.67139 validation_1-mae:6194.14551 [391] validation_0-mae:5478.90430 validation_1-mae:6193.25244 [392] validation_0-mae:5473.34619 validation_1-mae:6190.30469 [393] validation_0-mae:5472.01514 validation_1-mae:6189.54834 [394] validation_0-mae:5469.81738 validation_1-mae:6189.19922 [395] validation_0-mae:5468.17139 validation_1-mae:6188.19287 [396] validation_0-mae:5464.04834 validation_1-mae:6187.47510 [397] validation_0-mae:5461.28809 validation_1-mae:6186.69678 [398] validation_0-mae:5460.54004 validation_1-mae:6186.45312 [399] validation_0-mae:5459.01465 validation_1-mae:6185.51318 [400] validation_0-mae:5458.03711 validation_1-mae:6185.31152 [401] validation_0-mae:5453.90088 validation_1-mae:6186.07910 [402] validation_0-mae:5450.39062 validation_1-mae:6185.67969 [403] validation_0-mae:5449.87158 validation_1-mae:6185.85205 [404] validation_0-mae:5449.01416 validation_1-mae:6185.97217 [405] validation_0-mae:5445.93213 validation_1-mae:6184.54150 [406] validation_0-mae:5444.25830 validation_1-mae:6184.33936 [407] validation_0-mae:5442.31934 validation_1-mae:6183.02100 [408] validation_0-mae:5440.17969 validation_1-mae:6181.85010 [409] validation_0-mae:5435.86865 validation_1-mae:6180.65186 [410] validation_0-mae:5432.95752 validation_1-mae:6179.18213 [411] validation_0-mae:5431.72412 validation_1-mae:6179.00391 [412] validation_0-mae:5430.41748 validation_1-mae:6179.16846 [413] validation_0-mae:5428.07715 validation_1-mae:6178.55469 [414] validation_0-mae:5427.39600 validation_1-mae:6178.55469 [415] validation_0-mae:5427.06397 validation_1-mae:6178.44092 [416] validation_0-mae:5423.13477 validation_1-mae:6175.88135 [417] validation_0-mae:5421.36621 validation_1-mae:6176.04004 [418] validation_0-mae:5420.09522 validation_1-mae:6175.57227 [419] validation_0-mae:5416.70312 validation_1-mae:6175.23047 [420] validation_0-mae:5414.07861 validation_1-mae:6174.09082 [421] validation_0-mae:5413.09082 validation_1-mae:6173.90283 [422] validation_0-mae:5411.50879 validation_1-mae:6173.87158 [423] validation_0-mae:5409.33008 validation_1-mae:6174.12891 [424] validation_0-mae:5406.29688 validation_1-mae:6173.85449 [425] validation_0-mae:5404.56348 validation_1-mae:6173.83887 [426] validation_0-mae:5401.92920 validation_1-mae:6173.37353 [427] validation_0-mae:5397.80127 validation_1-mae:6171.45508 [428] validation_0-mae:5396.09814 validation_1-mae:6171.81885 [429] validation_0-mae:5393.09863 validation_1-mae:6170.20557 [430] validation_0-mae:5391.56250 validation_1-mae:6169.86963 [431] validation_0-mae:5389.74414 validation_1-mae:6169.32227 [432] validation_0-mae:5388.64551 validation_1-mae:6168.94336 [433] validation_0-mae:5387.87939 validation_1-mae:6168.83740 [434] validation_0-mae:5386.51318 validation_1-mae:6168.42529 [435] validation_0-mae:5385.04346 validation_1-mae:6167.63672 [436] validation_0-mae:5383.13721 validation_1-mae:6166.89502 [437] validation_0-mae:5379.58252 validation_1-mae:6165.49219 [438] validation_0-mae:5378.48682 validation_1-mae:6165.77197 [439] validation_0-mae:5377.70459 validation_1-mae:6165.92529 [440] validation_0-mae:5376.98926 validation_1-mae:6165.34912 [441] validation_0-mae:5374.77783 validation_1-mae:6164.23877 [442] validation_0-mae:5373.82861 validation_1-mae:6164.08838 [443] validation_0-mae:5371.71191 validation_1-mae:6163.14355 [444] validation_0-mae:5370.34375 validation_1-mae:6163.01758 [445] validation_0-mae:5370.05029 validation_1-mae:6162.83936 [446] validation_0-mae:5369.58545 validation_1-mae:6162.94092 [447] validation_0-mae:5369.18945 validation_1-mae:6162.61133 [448] validation_0-mae:5367.14160 validation_1-mae:6161.88477 [449] validation_0-mae:5364.01172 validation_1-mae:6160.74121 [450] validation_0-mae:5361.88281 validation_1-mae:6159.38135 [451] validation_0-mae:5358.30371 validation_1-mae:6157.12451 [452] validation_0-mae:5356.07910 validation_1-mae:6156.04736 [453] validation_0-mae:5354.40918 validation_1-mae:6156.50244 [454] validation_0-mae:5352.80420 validation_1-mae:6156.35547 [455] validation_0-mae:5351.06494 validation_1-mae:6155.70117 [456] validation_0-mae:5349.20215 validation_1-mae:6155.61377 [457] validation_0-mae:5347.33789 validation_1-mae:6154.90478 [458] validation_0-mae:5346.08984 validation_1-mae:6155.18555 [459] validation_0-mae:5341.93115 validation_1-mae:6154.11426 [460] validation_0-mae:5340.83789 validation_1-mae:6153.56885 [461] validation_0-mae:5338.58545 validation_1-mae:6153.11475 [462] validation_0-mae:5336.56397 validation_1-mae:6152.40625 [463] validation_0-mae:5334.45312 validation_1-mae:6151.98730 [464] validation_0-mae:5331.73633 validation_1-mae:6151.66797 [465] validation_0-mae:5328.76758 validation_1-mae:6151.00147 [466] validation_0-mae:5326.46826 validation_1-mae:6150.77686 [467] validation_0-mae:5321.67578 validation_1-mae:6147.78955 [468] validation_0-mae:5320.89697 validation_1-mae:6147.29688 [469] validation_0-mae:5320.55664 validation_1-mae:6147.18701 [470] validation_0-mae:5319.71533 validation_1-mae:6147.67432 [471] validation_0-mae:5317.69629 validation_1-mae:6147.72803 [472] validation_0-mae:5315.79004 validation_1-mae:6148.37500 [473] validation_0-mae:5313.97363 validation_1-mae:6148.20996 [474] validation_0-mae:5312.74805 validation_1-mae:6147.99219 [475] validation_0-mae:5311.31397 validation_1-mae:6148.33252 [476] validation_0-mae:5310.49805 validation_1-mae:6148.19287 [477] validation_0-mae:5309.78613 validation_1-mae:6148.59375 [478] validation_0-mae:5307.26807 validation_1-mae:6146.99561 [479] validation_0-mae:5305.93115 validation_1-mae:6146.72754 [480] validation_0-mae:5304.67871 validation_1-mae:6146.89893 [481] validation_0-mae:5301.42383 validation_1-mae:6145.07812 [482] validation_0-mae:5297.27881 validation_1-mae:6143.50684 [483] validation_0-mae:5293.74023 validation_1-mae:6141.71973 [484] validation_0-mae:5292.26270 validation_1-mae:6141.51367 [485] validation_0-mae:5289.15674 validation_1-mae:6140.35840 [486] validation_0-mae:5288.28125 validation_1-mae:6140.57764 [487] validation_0-mae:5286.04199 validation_1-mae:6140.75977 [488] validation_0-mae:5284.91211 validation_1-mae:6140.37647 [489] validation_0-mae:5284.54834 validation_1-mae:6140.18701 [490] validation_0-mae:5282.20605 validation_1-mae:6139.55762 [491] validation_0-mae:5280.25781 validation_1-mae:6139.96387 [492] validation_0-mae:5278.05957 validation_1-mae:6140.00635 [493] validation_0-mae:5276.35938 validation_1-mae:6139.43018 [494] validation_0-mae:5274.08008 validation_1-mae:6138.55371 [495] validation_0-mae:5273.16064 validation_1-mae:6138.06689 [496] validation_0-mae:5271.56641 validation_1-mae:6137.96484 [497] validation_0-mae:5267.63086 validation_1-mae:6136.97314 [498] validation_0-mae:5266.70361 validation_1-mae:6137.31445 [499] validation_0-mae:5264.27148 validation_1-mae:6134.73730 [500] validation_0-mae:5262.61182 validation_1-mae:6134.37647 [501] validation_0-mae:5261.70361 validation_1-mae:6134.50732 [502] validation_0-mae:5259.28955 validation_1-mae:6132.63623 [503] validation_0-mae:5256.37012 validation_1-mae:6131.10010 [504] validation_0-mae:5253.97510 validation_1-mae:6130.41992 [505] validation_0-mae:5252.08252 validation_1-mae:6129.24853 [506] validation_0-mae:5248.65283 validation_1-mae:6126.86572 [507] validation_0-mae:5245.34570 validation_1-mae:6125.82373 [508] validation_0-mae:5242.87256 validation_1-mae:6124.96338 [509] validation_0-mae:5241.32812 validation_1-mae:6124.91211 [510] validation_0-mae:5240.95068 validation_1-mae:6124.63525 [511] validation_0-mae:5239.71436 validation_1-mae:6124.44043 [512] validation_0-mae:5235.99316 validation_1-mae:6122.45605 [513] validation_0-mae:5233.20459 validation_1-mae:6121.75537 [514] validation_0-mae:5231.81494 validation_1-mae:6121.50537 [515] validation_0-mae:5228.57227 validation_1-mae:6121.89893 [516] validation_0-mae:5225.99414 validation_1-mae:6121.34277 [517] validation_0-mae:5222.60303 validation_1-mae:6119.83447 [518] validation_0-mae:5220.84473 validation_1-mae:6119.55566 [519] validation_0-mae:5218.69482 validation_1-mae:6119.73438 [520] validation_0-mae:5217.48682 validation_1-mae:6119.69238 [521] validation_0-mae:5215.22070 validation_1-mae:6118.51758 [522] validation_0-mae:5213.99316 validation_1-mae:6117.98389 [523] validation_0-mae:5211.08154 validation_1-mae:6116.61621 [524] validation_0-mae:5208.50439 validation_1-mae:6116.12061 [525] validation_0-mae:5205.64307 validation_1-mae:6114.74268 [526] validation_0-mae:5204.27978 validation_1-mae:6114.25879 [527] validation_0-mae:5202.81689 validation_1-mae:6113.91943 [528] validation_0-mae:5200.59619 validation_1-mae:6112.77588 [529] validation_0-mae:5199.09033 validation_1-mae:6112.36572 [530] validation_0-mae:5196.21240 validation_1-mae:6112.46826 [531] validation_0-mae:5194.77881 validation_1-mae:6113.10059 [532] validation_0-mae:5193.35938 validation_1-mae:6112.66602 [533] validation_0-mae:5191.08203 validation_1-mae:6111.93848 [534] validation_0-mae:5189.45508 validation_1-mae:6112.19189 [535] validation_0-mae:5186.25098 validation_1-mae:6111.84961 [536] validation_0-mae:5185.74365 validation_1-mae:6111.95850 [537] validation_0-mae:5185.14160 validation_1-mae:6111.70264 [538] validation_0-mae:5181.92627 validation_1-mae:6110.43066 [539] validation_0-mae:5181.04932 validation_1-mae:6110.94189 [540] validation_0-mae:5179.47314 validation_1-mae:6110.32715 [541] validation_0-mae:5178.56201 validation_1-mae:6110.64697 [542] validation_0-mae:5176.67041 validation_1-mae:6109.77978 [543] validation_0-mae:5174.08789 validation_1-mae:6108.91406 [544] validation_0-mae:5172.78027 validation_1-mae:6108.93897 [545] validation_0-mae:5171.46240 validation_1-mae:6109.16797 [546] validation_0-mae:5170.13525 validation_1-mae:6108.32617 [547] validation_0-mae:5169.73047 validation_1-mae:6108.54639 [548] validation_0-mae:5168.18652 validation_1-mae:6107.07715 [549] validation_0-mae:5167.27051 validation_1-mae:6106.97949 [550] validation_0-mae:5165.41699 validation_1-mae:6105.99853 [551] validation_0-mae:5163.39600 validation_1-mae:6105.30176 [552] validation_0-mae:5161.80225 validation_1-mae:6105.10059 [553] validation_0-mae:5160.40430 validation_1-mae:6105.29297 [554] validation_0-mae:5158.36182 validation_1-mae:6104.29443 [555] validation_0-mae:5156.94482 validation_1-mae:6103.81201 [556] validation_0-mae:5156.01660 validation_1-mae:6103.49902 [557] validation_0-mae:5154.45117 validation_1-mae:6102.94336 [558] validation_0-mae:5153.13867 validation_1-mae:6102.92871 [559] validation_0-mae:5152.45215 validation_1-mae:6102.78369 [560] validation_0-mae:5151.27441 validation_1-mae:6102.62451 [561] validation_0-mae:5149.81494 validation_1-mae:6102.89746 [562] validation_0-mae:5146.04590 validation_1-mae:6102.53613 [563] validation_0-mae:5145.84766 validation_1-mae:6102.49902 [564] validation_0-mae:5143.02539 validation_1-mae:6102.71094 [565] validation_0-mae:5142.31055 validation_1-mae:6102.82666 [566] validation_0-mae:5140.35498 validation_1-mae:6101.57520 [567] validation_0-mae:5137.61084 validation_1-mae:6100.37012 [568] validation_0-mae:5136.47510 validation_1-mae:6099.87012 [569] validation_0-mae:5133.78760 validation_1-mae:6098.70654 [570] validation_0-mae:5131.82129 validation_1-mae:6098.08838 [571] validation_0-mae:5130.11572 validation_1-mae:6098.39941 [572] validation_0-mae:5127.75439 validation_1-mae:6098.32422 [573] validation_0-mae:5126.14209 validation_1-mae:6098.31738 [574] validation_0-mae:5123.88428 validation_1-mae:6097.70117 [575] validation_0-mae:5121.66699 validation_1-mae:6096.51660 [576] validation_0-mae:5118.99072 validation_1-mae:6095.79785 [577] validation_0-mae:5117.10303 validation_1-mae:6094.18603 [578] validation_0-mae:5111.88672 validation_1-mae:6091.50879 [579] validation_0-mae:5110.75391 validation_1-mae:6092.11670 [580] validation_0-mae:5109.41895 validation_1-mae:6092.01953 [581] validation_0-mae:5108.46924 validation_1-mae:6092.79297 [582] validation_0-mae:5104.86377 validation_1-mae:6092.00195 [583] validation_0-mae:5102.88477 validation_1-mae:6092.07178 [584] validation_0-mae:5100.91650 validation_1-mae:6092.43018 [585] validation_0-mae:5100.34912 validation_1-mae:6092.33740 [586] validation_0-mae:5097.05762 validation_1-mae:6092.22119 [587] validation_0-mae:5095.01123 validation_1-mae:6090.66309 [588] validation_0-mae:5093.55127 validation_1-mae:6090.41455 [589] validation_0-mae:5092.66992 validation_1-mae:6089.86816 [590] validation_0-mae:5091.12109 validation_1-mae:6090.21094 [591] validation_0-mae:5089.70508 validation_1-mae:6089.91309 [592] validation_0-mae:5088.57568 validation_1-mae:6089.80762 [593] validation_0-mae:5087.21826 validation_1-mae:6089.83008 [594] validation_0-mae:5084.72022 validation_1-mae:6089.97656 [595] validation_0-mae:5083.51221 validation_1-mae:6090.26953 [596] validation_0-mae:5083.10645 validation_1-mae:6090.61084 [597] validation_0-mae:5080.87451 validation_1-mae:6089.25977 [598] validation_0-mae:5078.81250 validation_1-mae:6088.04053 [599] validation_0-mae:5075.61572 validation_1-mae:6087.15723 [600] validation_0-mae:5073.42285 validation_1-mae:6086.78613 [601] validation_0-mae:5069.90527 validation_1-mae:6085.69971 [602] validation_0-mae:5068.48584 validation_1-mae:6086.33496 [603] validation_0-mae:5066.84766 validation_1-mae:6085.71045 [604] validation_0-mae:5064.90967 validation_1-mae:6085.59424 [605] validation_0-mae:5063.67383 validation_1-mae:6085.68945 [606] validation_0-mae:5061.87012 validation_1-mae:6084.57275 [607] validation_0-mae:5059.86475 validation_1-mae:6084.20996 [608] validation_0-mae:5058.04443 validation_1-mae:6083.87891 [609] validation_0-mae:5057.07129 validation_1-mae:6083.39600 [610] validation_0-mae:5055.11133 validation_1-mae:6082.69629 [611] validation_0-mae:5054.36035 validation_1-mae:6082.42090 [612] validation_0-mae:5052.45654 validation_1-mae:6081.17578 [613] validation_0-mae:5050.87353 validation_1-mae:6081.42285 [614] validation_0-mae:5049.28955 validation_1-mae:6081.29541 [615] validation_0-mae:5047.59326 validation_1-mae:6080.80225 [616] validation_0-mae:5045.68652 validation_1-mae:6079.43603 [617] validation_0-mae:5043.65869 validation_1-mae:6078.85693 [618] validation_0-mae:5041.44189 validation_1-mae:6078.07080 [619] validation_0-mae:5039.85742 validation_1-mae:6077.55908 [620] validation_0-mae:5037.75684 validation_1-mae:6077.73340 [621] validation_0-mae:5035.32227 validation_1-mae:6077.22705 [622] validation_0-mae:5034.27783 validation_1-mae:6076.84961 [623] validation_0-mae:5032.45996 validation_1-mae:6076.46191 [624] validation_0-mae:5031.51172 validation_1-mae:6076.25732 [625] validation_0-mae:5028.56006 validation_1-mae:6075.06397 [626] validation_0-mae:5027.52148 validation_1-mae:6075.61719 [627] validation_0-mae:5026.05078 validation_1-mae:6075.08154 [628] validation_0-mae:5025.32861 validation_1-mae:6074.26123 [629] validation_0-mae:5025.23438 validation_1-mae:6074.32666 [630] validation_0-mae:5023.80957 validation_1-mae:6074.45020 [631] validation_0-mae:5020.63867 validation_1-mae:6074.79395 [632] validation_0-mae:5016.85596 validation_1-mae:6072.94385 [633] validation_0-mae:5014.91748 validation_1-mae:6072.34619 [634] validation_0-mae:5013.89795 validation_1-mae:6072.23730 [635] validation_0-mae:5012.71582 validation_1-mae:6071.68066 [636] validation_0-mae:5012.05908 validation_1-mae:6071.63281 [637] validation_0-mae:5011.74365 validation_1-mae:6071.48145 [638] validation_0-mae:5011.27881 validation_1-mae:6071.54980 [639] validation_0-mae:5010.21533 validation_1-mae:6071.37158 [640] validation_0-mae:5008.38086 validation_1-mae:6071.18848 [641] validation_0-mae:5007.67676 validation_1-mae:6071.57178 [642] validation_0-mae:5007.04736 validation_1-mae:6071.26367 [643] validation_0-mae:5005.34863 validation_1-mae:6070.95996 [644] validation_0-mae:5004.18897 validation_1-mae:6071.22656 [645] validation_0-mae:5002.84863 validation_1-mae:6070.15186 [646] validation_0-mae:5001.17041 validation_1-mae:6070.05029 [647] validation_0-mae:5000.72070 validation_1-mae:6070.52930 [648] validation_0-mae:4999.34912 validation_1-mae:6070.44482 [649] validation_0-mae:4997.03418 validation_1-mae:6070.62109 [650] validation_0-mae:4995.31934 validation_1-mae:6070.82031 [651] validation_0-mae:4993.23682 validation_1-mae:6070.55566 [652] validation_0-mae:4989.92041 validation_1-mae:6068.57666 [653] validation_0-mae:4987.09863 validation_1-mae:6066.98779 [654] validation_0-mae:4986.85059 validation_1-mae:6067.00488 [655] validation_0-mae:4986.49170 validation_1-mae:6067.11475 [656] validation_0-mae:4985.72559 validation_1-mae:6066.87158 [657] validation_0-mae:4983.77100 validation_1-mae:6067.23975 [658] validation_0-mae:4981.71826 validation_1-mae:6067.04004 [659] validation_0-mae:4979.62891 validation_1-mae:6065.64941 [660] validation_0-mae:4977.78564 validation_1-mae:6065.60791 [661] validation_0-mae:4976.60449 validation_1-mae:6065.30371 [662] validation_0-mae:4975.19775 validation_1-mae:6065.38818 [663] validation_0-mae:4972.71289 validation_1-mae:6064.50195 [664] validation_0-mae:4971.94238 validation_1-mae:6064.13086 [665] validation_0-mae:4969.89600 validation_1-mae:6063.07080 [666] validation_0-mae:4968.37598 validation_1-mae:6063.09228 [667] validation_0-mae:4967.25537 validation_1-mae:6063.09131 [668] validation_0-mae:4966.14453 validation_1-mae:6062.29150 [669] validation_0-mae:4965.29053 validation_1-mae:6061.89941 [670] validation_0-mae:4963.89062 validation_1-mae:6062.02490 [671] validation_0-mae:4962.10059 validation_1-mae:6061.74268 [672] validation_0-mae:4960.60791 validation_1-mae:6061.84033 [673] validation_0-mae:4959.02930 validation_1-mae:6060.70264 [674] validation_0-mae:4956.91162 validation_1-mae:6061.18652 [675] validation_0-mae:4956.26074 validation_1-mae:6061.01172 [676] validation_0-mae:4954.45703 validation_1-mae:6060.85791 [677] validation_0-mae:4953.25781 validation_1-mae:6061.02441 [678] validation_0-mae:4951.91846 validation_1-mae:6061.88184 [679] validation_0-mae:4950.85059 validation_1-mae:6061.43311 [680] validation_0-mae:4950.64160 validation_1-mae:6061.46436 [681] validation_0-mae:4948.92627 validation_1-mae:6061.69629 [682] validation_0-mae:4946.43652 validation_1-mae:6060.98682 [683] validation_0-mae:4944.01074 validation_1-mae:6059.38135 [684] validation_0-mae:4942.09082 validation_1-mae:6059.24219 [685] validation_0-mae:4941.12158 validation_1-mae:6058.63379 [686] validation_0-mae:4940.23291 validation_1-mae:6058.64014 [687] validation_0-mae:4938.66309 validation_1-mae:6058.45312 [688] validation_0-mae:4936.22705 validation_1-mae:6057.57910 [689] validation_0-mae:4935.20117 validation_1-mae:6057.74316 [690] validation_0-mae:4934.08545 validation_1-mae:6057.72803 [691] validation_0-mae:4932.81641 validation_1-mae:6057.04297 [692] validation_0-mae:4931.85742 validation_1-mae:6057.00293 [693] validation_0-mae:4930.60547 validation_1-mae:6056.86523 [694] validation_0-mae:4928.10303 validation_1-mae:6055.74756 [695] validation_0-mae:4927.34473 validation_1-mae:6055.64941 [696] validation_0-mae:4926.68652 validation_1-mae:6055.53516 [697] validation_0-mae:4925.55273 validation_1-mae:6055.44238 [698] validation_0-mae:4923.20361 validation_1-mae:6054.50391 [699] validation_0-mae:4922.53369 validation_1-mae:6054.03711 [700] validation_0-mae:4921.80859 validation_1-mae:6053.76855 [701] validation_0-mae:4920.70850 validation_1-mae:6053.67480 [702] validation_0-mae:4918.90674 validation_1-mae:6053.91260 [703] validation_0-mae:4917.71826 validation_1-mae:6053.34717 [704] validation_0-mae:4915.81348 validation_1-mae:6052.81152 [705] validation_0-mae:4912.36963 validation_1-mae:6050.94922 [706] validation_0-mae:4909.60596 validation_1-mae:6049.72363 [707] validation_0-mae:4907.58057 validation_1-mae:6049.49170 [708] validation_0-mae:4904.97900 validation_1-mae:6048.13232 [709] validation_0-mae:4902.25732 validation_1-mae:6046.77930 [710] validation_0-mae:4900.73535 validation_1-mae:6046.04150 [711] validation_0-mae:4899.15576 validation_1-mae:6045.66357 [712] validation_0-mae:4897.03955 validation_1-mae:6046.03272 [713] validation_0-mae:4894.70947 validation_1-mae:6046.04297 [714] validation_0-mae:4892.99121 validation_1-mae:6045.48877 [715] validation_0-mae:4892.00244 validation_1-mae:6045.55176 [716] validation_0-mae:4890.42285 validation_1-mae:6045.41504 [717] validation_0-mae:4888.98145 validation_1-mae:6044.61182 [718] validation_0-mae:4886.26611 validation_1-mae:6044.57715 [719] validation_0-mae:4884.64258 validation_1-mae:6044.34570 [720] validation_0-mae:4882.63623 validation_1-mae:6044.71191 [721] validation_0-mae:4880.75049 validation_1-mae:6044.48584 [722] validation_0-mae:4879.32910 validation_1-mae:6044.40478 [723] validation_0-mae:4876.77393 validation_1-mae:6043.62598 [724] validation_0-mae:4873.78516 validation_1-mae:6043.36426 [725] validation_0-mae:4872.98535 validation_1-mae:6042.80811 [726] validation_0-mae:4871.23486 validation_1-mae:6043.23193 [727] validation_0-mae:4869.21191 validation_1-mae:6042.66309 [728] validation_0-mae:4868.17676 validation_1-mae:6043.11865 [729] validation_0-mae:4866.05957 validation_1-mae:6043.09570 [730] validation_0-mae:4864.54688 validation_1-mae:6042.83105 [731] validation_0-mae:4863.70361 validation_1-mae:6042.71436 [732] validation_0-mae:4861.40088 validation_1-mae:6041.23877 [733] validation_0-mae:4860.25684 validation_1-mae:6041.75391 [734] validation_0-mae:4858.35303 validation_1-mae:6042.27295 [735] validation_0-mae:4855.91406 validation_1-mae:6042.10156 [736] validation_0-mae:4853.08252 validation_1-mae:6040.85205 [737] validation_0-mae:4851.60352 validation_1-mae:6040.81982 [738] validation_0-mae:4849.13477 validation_1-mae:6040.72998 [739] validation_0-mae:4846.66113 validation_1-mae:6040.11572 [740] validation_0-mae:4845.82764 validation_1-mae:6039.69189 [741] validation_0-mae:4844.06982 validation_1-mae:6039.55908 [742] validation_0-mae:4842.52978 validation_1-mae:6039.32178 [743] validation_0-mae:4840.67139 validation_1-mae:6039.26904 [744] validation_0-mae:4839.28662 validation_1-mae:6039.31299 [745] validation_0-mae:4838.11621 validation_1-mae:6039.16260 [746] validation_0-mae:4836.94238 validation_1-mae:6038.55273 [747] validation_0-mae:4835.35156 validation_1-mae:6038.55078 [748] validation_0-mae:4833.72217 validation_1-mae:6038.25049 [749] validation_0-mae:4832.56006 validation_1-mae:6037.93408 [750] validation_0-mae:4830.91064 validation_1-mae:6037.75537 [751] validation_0-mae:4829.30322 validation_1-mae:6038.09570 [752] validation_0-mae:4829.02344 validation_1-mae:6038.03516 [753] validation_0-mae:4827.22559 validation_1-mae:6037.88184 [754] validation_0-mae:4826.65381 validation_1-mae:6037.52344 [755] validation_0-mae:4825.53955 validation_1-mae:6037.27978 [756] validation_0-mae:4822.95947 validation_1-mae:6037.13428 [757] validation_0-mae:4821.27686 validation_1-mae:6036.25488 [758] validation_0-mae:4819.87695 validation_1-mae:6036.86426 [759] validation_0-mae:4818.56885 validation_1-mae:6036.38184 [760] validation_0-mae:4817.06934 validation_1-mae:6035.92822 [761] validation_0-mae:4816.21191 validation_1-mae:6035.71484 [762] validation_0-mae:4814.99219 validation_1-mae:6035.41357 [763] validation_0-mae:4813.46484 validation_1-mae:6035.45850 [764] validation_0-mae:4813.04102 validation_1-mae:6035.45020 [765] validation_0-mae:4811.49463 validation_1-mae:6035.47900 [766] validation_0-mae:4809.56152 validation_1-mae:6035.24951 [767] validation_0-mae:4808.31982 validation_1-mae:6035.08154 [768] validation_0-mae:4805.89600 validation_1-mae:6034.36621 [769] validation_0-mae:4805.12549 validation_1-mae:6034.03174 [770] validation_0-mae:4803.45801 validation_1-mae:6033.48682 [771] validation_0-mae:4802.45557 validation_1-mae:6033.60254 [772] validation_0-mae:4801.12988 validation_1-mae:6032.52734 [773] validation_0-mae:4800.24707 validation_1-mae:6032.05957 [774] validation_0-mae:4798.90283 validation_1-mae:6031.43897 [775] validation_0-mae:4797.92432 validation_1-mae:6031.45312 [776] validation_0-mae:4796.31494 validation_1-mae:6031.32764 [777] validation_0-mae:4794.31836 validation_1-mae:6031.27783 [778] validation_0-mae:4793.46631 validation_1-mae:6031.25928 [779] validation_0-mae:4792.12598 validation_1-mae:6031.58496 [780] validation_0-mae:4790.22266 validation_1-mae:6031.11523 [781] validation_0-mae:4789.49512 validation_1-mae:6030.69482 [782] validation_0-mae:4789.08447 validation_1-mae:6030.52100 [783] validation_0-mae:4787.94385 validation_1-mae:6030.64453 [784] validation_0-mae:4786.76465 validation_1-mae:6030.04883 [785] validation_0-mae:4784.28467 validation_1-mae:6029.70752 [786] validation_0-mae:4782.36865 validation_1-mae:6029.90430 [787] validation_0-mae:4780.73389 validation_1-mae:6029.63428 [788] validation_0-mae:4779.22266 validation_1-mae:6029.72559 [789] validation_0-mae:4776.45459 validation_1-mae:6028.77930 [790] validation_0-mae:4775.00732 validation_1-mae:6029.90674 [791] validation_0-mae:4772.56445 validation_1-mae:6029.00977 [792] validation_0-mae:4770.13916 validation_1-mae:6028.16064 [793] validation_0-mae:4767.62842 validation_1-mae:6027.68603 [794] validation_0-mae:4766.38037 validation_1-mae:6027.09326 [795] validation_0-mae:4765.01025 validation_1-mae:6027.00488 [796] validation_0-mae:4762.98047 validation_1-mae:6026.17090 [797] validation_0-mae:4761.57373 validation_1-mae:6025.71191 [798] validation_0-mae:4760.04541 validation_1-mae:6025.70996 [799] validation_0-mae:4758.46338 validation_1-mae:6025.89600 [800] validation_0-mae:4757.91406 validation_1-mae:6025.96924 [801] validation_0-mae:4756.65088 validation_1-mae:6025.96436 [802] validation_0-mae:4755.66846 validation_1-mae:6025.80127 [803] validation_0-mae:4754.64648 validation_1-mae:6025.39795 [804] validation_0-mae:4752.65381 validation_1-mae:6025.50781 [805] validation_0-mae:4752.08447 validation_1-mae:6025.54395 [806] validation_0-mae:4750.47852 validation_1-mae:6025.73975 [807] validation_0-mae:4750.33398 validation_1-mae:6025.83203 [808] validation_0-mae:4749.23291 validation_1-mae:6026.72998 [809] validation_0-mae:4747.44336 validation_1-mae:6026.37109 [810] validation_0-mae:4746.76025 validation_1-mae:6026.24170 [811] validation_0-mae:4744.49951 validation_1-mae:6025.59961 [812] validation_0-mae:4741.90381 validation_1-mae:6026.13623 [813] validation_0-mae:4739.95605 validation_1-mae:6026.21240 [814] validation_0-mae:4738.37207 validation_1-mae:6026.21826 [815] validation_0-mae:4734.99023 validation_1-mae:6025.43018 [816] validation_0-mae:4733.24561 validation_1-mae:6025.57373 [817] validation_0-mae:4732.97314 validation_1-mae:6025.55127 [818] validation_0-mae:4731.88232 validation_1-mae:6026.03467 [819] validation_0-mae:4731.01953 validation_1-mae:6025.93897 [820] validation_0-mae:4729.21191 validation_1-mae:6026.38281 [821] validation_0-mae:4727.14111 validation_1-mae:6025.95898 [822] validation_0-mae:4725.33057 validation_1-mae:6025.44824 [823] validation_0-mae:4723.75439 validation_1-mae:6024.73486 [824] validation_0-mae:4722.50635 validation_1-mae:6024.64307 [825] validation_0-mae:4721.23535 validation_1-mae:6024.54248 [826] validation_0-mae:4719.81299 validation_1-mae:6024.53076 [827] validation_0-mae:4717.61914 validation_1-mae:6025.27686 [828] validation_0-mae:4715.31787 validation_1-mae:6025.06885 [829] validation_0-mae:4712.91357 validation_1-mae:6022.48633 [830] validation_0-mae:4711.04004 validation_1-mae:6022.07275 [831] validation_0-mae:4708.89355 validation_1-mae:6022.75195 [832] validation_0-mae:4707.30518 validation_1-mae:6022.76562 [833] validation_0-mae:4706.04395 validation_1-mae:6022.55371 [834] validation_0-mae:4704.99512 validation_1-mae:6022.20605 [835] validation_0-mae:4702.75781 validation_1-mae:6021.93799 [836] validation_0-mae:4701.04346 validation_1-mae:6021.88965 [837] validation_0-mae:4700.37695 validation_1-mae:6021.97168 [838] validation_0-mae:4699.56445 validation_1-mae:6021.91992 [839] validation_0-mae:4698.17334 validation_1-mae:6021.75195 [840] validation_0-mae:4696.67334 validation_1-mae:6021.17627 [841] validation_0-mae:4695.15478 validation_1-mae:6021.43164 [842] validation_0-mae:4693.05176 validation_1-mae:6020.98535 [843] validation_0-mae:4691.92822 validation_1-mae:6020.96191 [844] validation_0-mae:4689.92383 validation_1-mae:6020.11035 [845] validation_0-mae:4688.65332 validation_1-mae:6020.47070 [846] validation_0-mae:4686.79199 validation_1-mae:6020.30957 [847] validation_0-mae:4685.94141 validation_1-mae:6020.10107 [848] validation_0-mae:4684.70703 validation_1-mae:6019.89111 [849] validation_0-mae:4683.87256 validation_1-mae:6019.86768 [850] validation_0-mae:4682.38623 validation_1-mae:6019.49707 [851] validation_0-mae:4681.32520 validation_1-mae:6019.73193 [852] validation_0-mae:4678.41113 validation_1-mae:6018.33936 [853] validation_0-mae:4676.40088 validation_1-mae:6018.32373 [854] validation_0-mae:4675.05225 validation_1-mae:6018.11572 [855] validation_0-mae:4673.08105 validation_1-mae:6017.41162 [856] validation_0-mae:4672.45508 validation_1-mae:6017.07959 [857] validation_0-mae:4670.49023 validation_1-mae:6017.32080 [858] validation_0-mae:4669.31250 validation_1-mae:6017.08203 [859] validation_0-mae:4669.16797 validation_1-mae:6017.18799 [860] validation_0-mae:4668.35742 validation_1-mae:6016.44727 [861] validation_0-mae:4667.22070 validation_1-mae:6016.46045 [862] validation_0-mae:4665.04736 validation_1-mae:6015.54443 [863] validation_0-mae:4663.75098 validation_1-mae:6014.97022 [864] validation_0-mae:4661.58740 validation_1-mae:6014.92871 [865] validation_0-mae:4659.15234 validation_1-mae:6013.69971 [866] validation_0-mae:4658.45654 validation_1-mae:6014.11816 [867] validation_0-mae:4656.76855 validation_1-mae:6013.37451 [868] validation_0-mae:4656.11670 validation_1-mae:6013.17139 [869] validation_0-mae:4654.16650 validation_1-mae:6012.61816 [870] validation_0-mae:4653.23242 validation_1-mae:6012.79199 [871] validation_0-mae:4651.39258 validation_1-mae:6012.24219 [872] validation_0-mae:4649.38721 validation_1-mae:6011.48047 [873] validation_0-mae:4648.89844 validation_1-mae:6011.52148 [874] validation_0-mae:4647.80273 validation_1-mae:6011.68262 [875] validation_0-mae:4646.88916 validation_1-mae:6011.48682 [876] validation_0-mae:4646.84473 validation_1-mae:6011.51807 [877] validation_0-mae:4645.10889 validation_1-mae:6011.55322 [878] validation_0-mae:4643.92480 validation_1-mae:6011.37549 [879] validation_0-mae:4643.20459 validation_1-mae:6011.43897 [880] validation_0-mae:4641.84228 validation_1-mae:6011.38867 [881] validation_0-mae:4640.49756 validation_1-mae:6011.78174 [882] validation_0-mae:4639.80176 validation_1-mae:6011.98926 [883] validation_0-mae:4638.48535 validation_1-mae:6012.69434 [884] validation_0-mae:4636.80859 validation_1-mae:6012.90527 [885] validation_0-mae:4635.51807 validation_1-mae:6012.44287 [886] validation_0-mae:4634.02539 validation_1-mae:6012.40234 [887] validation_0-mae:4632.55664 validation_1-mae:6012.18701 [888] validation_0-mae:4631.53027 validation_1-mae:6011.71387 [889] validation_0-mae:4630.71045 validation_1-mae:6012.13477 [890] validation_0-mae:4629.46484 validation_1-mae:6012.68994 [891] validation_0-mae:4628.30957 validation_1-mae:6013.13037 [892] validation_0-mae:4627.18457 validation_1-mae:6012.80762 [893] validation_0-mae:4626.02978 validation_1-mae:6013.05762 [894] validation_0-mae:4625.13623 validation_1-mae:6012.81641 [895] validation_0-mae:4624.33203 validation_1-mae:6012.67871 [896] validation_0-mae:4623.67871 validation_1-mae:6012.46875 [897] validation_0-mae:4622.18115 validation_1-mae:6012.99609 [898] validation_0-mae:4621.31494 validation_1-mae:6012.88770 [899] validation_0-mae:4619.51807 validation_1-mae:6012.66748 [900] validation_0-mae:4619.02100 validation_1-mae:6012.69678 [901] validation_0-mae:4618.39795 validation_1-mae:6013.14941 [902] validation_0-mae:4617.76758 validation_1-mae:6013.59033 [903] validation_0-mae:4617.57178 validation_1-mae:6013.71875 [904] validation_0-mae:4616.31152 validation_1-mae:6014.18555 [905] validation_0-mae:4615.88037 validation_1-mae:6014.19043 [906] validation_0-mae:4613.96484 validation_1-mae:6013.72217 [907] validation_0-mae:4612.53174 validation_1-mae:6013.99414 [908] validation_0-mae:4610.79150 validation_1-mae:6013.73242 [909] validation_0-mae:4608.98389 validation_1-mae:6013.05566 [910] validation_0-mae:4607.68115 validation_1-mae:6012.81055 [911] validation_0-mae:4607.06641 validation_1-mae:6012.71973 [912] validation_0-mae:4605.34619 validation_1-mae:6012.62842 [913] validation_0-mae:4604.00342 validation_1-mae:6011.80371 [914] validation_0-mae:4601.85645 validation_1-mae:6011.51807 [915] validation_0-mae:4600.06494 validation_1-mae:6011.87353 [916] validation_0-mae:4599.29590 validation_1-mae:6012.00977 [917] validation_0-mae:4598.87402 validation_1-mae:6012.07520 [918] validation_0-mae:4597.00147 validation_1-mae:6012.01367 [919] validation_0-mae:4595.99023 validation_1-mae:6012.27490 [920] validation_0-mae:4595.08838 validation_1-mae:6012.17578 [921] validation_0-mae:4593.64453 validation_1-mae:6012.24268 [922] validation_0-mae:4592.77930 validation_1-mae:6012.19336 [923] validation_0-mae:4592.03955 validation_1-mae:6011.74951 [924] validation_0-mae:4591.48730 validation_1-mae:6011.36816 [925] validation_0-mae:4590.06299 validation_1-mae:6010.81885 [926] validation_0-mae:4589.17432 validation_1-mae:6010.64014 [927] validation_0-mae:4588.36572 validation_1-mae:6010.74609 [928] validation_0-mae:4587.48535 validation_1-mae:6010.43164 [929] validation_0-mae:4586.97070 validation_1-mae:6010.58154 [930] validation_0-mae:4585.84814 validation_1-mae:6010.56152 [931] validation_0-mae:4585.48096 validation_1-mae:6010.58008 [932] validation_0-mae:4585.38867 validation_1-mae:6010.63818 [933] validation_0-mae:4583.65186 validation_1-mae:6010.60156 [934] validation_0-mae:4581.58545 validation_1-mae:6010.45654 [935] validation_0-mae:4581.03369 validation_1-mae:6010.49805 [936] validation_0-mae:4579.60693 validation_1-mae:6010.26123 [937] validation_0-mae:4578.65625 validation_1-mae:6010.38281 [938] validation_0-mae:4577.13379 validation_1-mae:6010.70605 [939] validation_0-mae:4576.12256 validation_1-mae:6011.13184 [940] validation_0-mae:4575.27051 validation_1-mae:6010.83350 [941] validation_0-mae:4574.73584 validation_1-mae:6010.61475 [942] validation_0-mae:4573.95166 validation_1-mae:6011.03516 [943] validation_0-mae:4573.71191 validation_1-mae:6011.19336 [944] validation_0-mae:4572.91748 validation_1-mae:6011.08936 [945] validation_0-mae:4572.12305 validation_1-mae:6011.12061 [946] validation_0-mae:4571.39648 validation_1-mae:6010.74707 [947] validation_0-mae:4570.95312 validation_1-mae:6010.68603 [948] validation_0-mae:4570.60303 validation_1-mae:6010.84180 [949] validation_0-mae:4569.62598 validation_1-mae:6010.48340 [950] validation_0-mae:4568.32129 validation_1-mae:6009.79492 [951] validation_0-mae:4566.88086 validation_1-mae:6010.06250 [952] validation_0-mae:4566.29736 validation_1-mae:6009.98975 [953] validation_0-mae:4564.96387 validation_1-mae:6009.62793 [954] validation_0-mae:4563.39209 validation_1-mae:6009.85059 [955] validation_0-mae:4562.41504 validation_1-mae:6009.53613 [956] validation_0-mae:4561.67334 validation_1-mae:6009.22559 [957] validation_0-mae:4560.73389 validation_1-mae:6009.06103 [958] validation_0-mae:4558.62451 validation_1-mae:6009.12451 [959] validation_0-mae:4557.87647 validation_1-mae:6008.78125 [960] validation_0-mae:4556.36572 validation_1-mae:6008.89209 [961] validation_0-mae:4555.47510 validation_1-mae:6008.93457 [962] validation_0-mae:4554.29053 validation_1-mae:6009.66162 [963] validation_0-mae:4553.59033 validation_1-mae:6009.82617 [964] validation_0-mae:4552.04932 validation_1-mae:6009.45508 [965] validation_0-mae:4550.37647 validation_1-mae:6009.14307 [966] validation_0-mae:4549.73975 validation_1-mae:6009.22314 [967] validation_0-mae:4549.14990 validation_1-mae:6009.05566 [968] validation_0-mae:4548.23975 validation_1-mae:6008.92529 [969] validation_0-mae:4547.24609 validation_1-mae:6008.98291 [970] validation_0-mae:4545.99072 validation_1-mae:6008.75488 [971] validation_0-mae:4544.45752 validation_1-mae:6008.08936 [972] validation_0-mae:4542.75928 validation_1-mae:6007.67773 [973] validation_0-mae:4540.74609 validation_1-mae:6006.67725 [974] validation_0-mae:4539.86279 validation_1-mae:6006.63232 [975] validation_0-mae:4538.52490 validation_1-mae:6005.92041 [976] validation_0-mae:4537.17578 validation_1-mae:6005.73633 [977] validation_0-mae:4535.74707 validation_1-mae:6005.06397 [978] validation_0-mae:4534.75049 validation_1-mae:6005.35840 [979] validation_0-mae:4533.43408 validation_1-mae:6005.26465 [980] validation_0-mae:4532.41943 validation_1-mae:6004.81006 [981] validation_0-mae:4531.42676 validation_1-mae:6004.74853 [982] validation_0-mae:4530.16650 validation_1-mae:6004.66504 [983] validation_0-mae:4528.99902 validation_1-mae:6004.87988 [984] validation_0-mae:4527.57959 validation_1-mae:6004.76074 [985] validation_0-mae:4526.17627 validation_1-mae:6004.07959 [986] validation_0-mae:4524.69238 validation_1-mae:6004.75049 [987] validation_0-mae:4522.83740 validation_1-mae:6004.36621 [988] validation_0-mae:4521.71533 validation_1-mae:6004.32422 [989] validation_0-mae:4520.03955 validation_1-mae:6004.38477 [990] validation_0-mae:4518.45752 validation_1-mae:6004.28760 [991] validation_0-mae:4517.31494 validation_1-mae:6004.20557 [992] validation_0-mae:4516.69678 validation_1-mae:6004.27832 [993] validation_0-mae:4516.31494 validation_1-mae:6004.19775 [994] validation_0-mae:4514.89209 validation_1-mae:6003.91846 [995] validation_0-mae:4514.42822 validation_1-mae:6004.06836 [996] validation_0-mae:4513.29639 validation_1-mae:6003.75879 [997] validation_0-mae:4512.01904 validation_1-mae:6003.73730 [998] validation_0-mae:4510.51416 validation_1-mae:6003.48340 [999] validation_0-mae:4508.60547 validation_1-mae:6003.67432 [1000] validation_0-mae:4507.08057 validation_1-mae:6004.23779 [1001] validation_0-mae:4505.93213 validation_1-mae:6004.34180 [1002] validation_0-mae:4504.37305 validation_1-mae:6003.17529 [1003] validation_0-mae:4502.31543 validation_1-mae:6004.18994 [1004] validation_0-mae:4500.50147 validation_1-mae:6003.88232 [1005] validation_0-mae:4499.93701 validation_1-mae:6003.83691 [1006] validation_0-mae:4498.66162 validation_1-mae:6003.47852 [1007] validation_0-mae:4497.08691 validation_1-mae:6003.42676 [1008] validation_0-mae:4496.09863 validation_1-mae:6003.23145 [1009] validation_0-mae:4494.25586 validation_1-mae:6002.68799 [1010] validation_0-mae:4492.98828 validation_1-mae:6002.35596 [1011] validation_0-mae:4491.75488 validation_1-mae:6002.03369 [1012] validation_0-mae:4490.43115 validation_1-mae:6001.97168 [1013] validation_0-mae:4489.60352 validation_1-mae:6002.33008 [1014] validation_0-mae:4488.17334 validation_1-mae:6002.19727 [1015] validation_0-mae:4487.68555 validation_1-mae:6002.28857 [1016] validation_0-mae:4487.53564 validation_1-mae:6002.27832 [1017] validation_0-mae:4485.58936 validation_1-mae:6002.36328 [1018] validation_0-mae:4484.84522 validation_1-mae:6002.33984 [1019] validation_0-mae:4483.07666 validation_1-mae:6002.36523 [1020] validation_0-mae:4482.28076 validation_1-mae:6002.11572 [1021] validation_0-mae:4480.18164 validation_1-mae:6002.16309 [1022] validation_0-mae:4478.43994 validation_1-mae:6002.26270 [1023] validation_0-mae:4477.68652 validation_1-mae:6002.43897 [1024] validation_0-mae:4476.33301 validation_1-mae:6002.21484 [1025] validation_0-mae:4475.64258 validation_1-mae:6002.23193 [1026] validation_0-mae:4474.70654 validation_1-mae:6002.39746 [1027] validation_0-mae:4473.63184 validation_1-mae:6002.24805 [1028] validation_0-mae:4472.05420 validation_1-mae:6002.59375 [1029] validation_0-mae:4471.14746 validation_1-mae:6002.56982 [1030] validation_0-mae:4470.55713 validation_1-mae:6002.56348 [1031] validation_0-mae:4469.52881 validation_1-mae:6002.56006 [1032] validation_0-mae:4468.66211 validation_1-mae:6002.65625 [1033] validation_0-mae:4467.36523 validation_1-mae:6002.50684 [1034] validation_0-mae:4466.38525 validation_1-mae:6002.18750 [1035] validation_0-mae:4464.86621 validation_1-mae:6002.09522 [1036] validation_0-mae:4463.81592 validation_1-mae:6002.11719 [1037] validation_0-mae:4463.11279 validation_1-mae:6001.96143 [1038] validation_0-mae:4461.62793 validation_1-mae:6001.49658 [1039] validation_0-mae:4461.52002 validation_1-mae:6001.48633 [1040] validation_0-mae:4460.88525 validation_1-mae:6001.56982 [1041] validation_0-mae:4459.99219 validation_1-mae:6001.87695 [1042] validation_0-mae:4459.31738 validation_1-mae:6001.85010 [1043] validation_0-mae:4458.35254 validation_1-mae:6001.71924 [1044] validation_0-mae:4457.72412 validation_1-mae:6001.98193 [1045] validation_0-mae:4457.20020 validation_1-mae:6001.69727 [1046] validation_0-mae:4456.45117 validation_1-mae:6001.86475 [1047] validation_0-mae:4455.94629 validation_1-mae:6001.78613 [1048] validation_0-mae:4455.28857 validation_1-mae:6001.73584 [1049] validation_0-mae:4453.91064 validation_1-mae:6001.45312 [1050] validation_0-mae:4453.05420 validation_1-mae:6001.28369 [1051] validation_0-mae:4452.78613 validation_1-mae:6001.22266 [1052] validation_0-mae:4452.22656 validation_1-mae:6001.17969 [1053] validation_0-mae:4451.11914 validation_1-mae:6001.27783 [1054] validation_0-mae:4450.33594 validation_1-mae:6001.09619 [1055] validation_0-mae:4449.73535 validation_1-mae:6001.14453 [1056] validation_0-mae:4448.62061 validation_1-mae:6000.84814 [1057] validation_0-mae:4448.58203 validation_1-mae:6000.88135 [1058] validation_0-mae:4448.54883 validation_1-mae:6000.89941 [1059] validation_0-mae:4447.12647 validation_1-mae:6001.07471 [1060] validation_0-mae:4446.03906 validation_1-mae:6001.40283 [1061] validation_0-mae:4445.55664 validation_1-mae:6001.57520 [1062] validation_0-mae:4444.53467 validation_1-mae:6001.51660 [1063] validation_0-mae:4444.06152 validation_1-mae:6001.53564 [1064] validation_0-mae:4443.69922 validation_1-mae:6001.70508 [1065] validation_0-mae:4443.07129 validation_1-mae:6002.06689 [1066] validation_0-mae:4442.59228 validation_1-mae:6002.20703 [1067] validation_0-mae:4442.30811 validation_1-mae:6002.36963 [1068] validation_0-mae:4441.58838 validation_1-mae:6002.29492 [1069] validation_0-mae:4440.03467 validation_1-mae:6002.57959 [1070] validation_0-mae:4439.33057 validation_1-mae:6002.42920 [1071] validation_0-mae:4438.63330 validation_1-mae:6002.46338 [1072] validation_0-mae:4437.87012 validation_1-mae:6002.31201 [1073] validation_0-mae:4435.99219 validation_1-mae:6001.95068 [1074] validation_0-mae:4435.03613 validation_1-mae:6001.84619 [1075] validation_0-mae:4432.60742 validation_1-mae:6001.30859 [1076] validation_0-mae:4431.05469 validation_1-mae:6001.34326 [1077] validation_0-mae:4429.38330 validation_1-mae:6001.16162 [1078] validation_0-mae:4427.68701 validation_1-mae:5999.97656 [1079] validation_0-mae:4426.20312 validation_1-mae:5999.00195 [1080] validation_0-mae:4425.29883 validation_1-mae:5999.00391 [1081] validation_0-mae:4424.42920 validation_1-mae:5999.29102 [1082] validation_0-mae:4422.46826 validation_1-mae:5999.02490 [1083] validation_0-mae:4421.00879 validation_1-mae:5998.95020 [1084] validation_0-mae:4419.35205 validation_1-mae:5998.61084 [1085] validation_0-mae:4418.50342 validation_1-mae:5999.06738 [1086] validation_0-mae:4417.10205 validation_1-mae:5999.04883 [1087] validation_0-mae:4415.95459 validation_1-mae:5999.09668 [1088] validation_0-mae:4415.38086 validation_1-mae:5998.86328 [1089] validation_0-mae:4414.64893 validation_1-mae:5998.58789 [1090] validation_0-mae:4413.20898 validation_1-mae:5997.77881 [1091] validation_0-mae:4412.87207 validation_1-mae:5997.80273 [1092] validation_0-mae:4411.85205 validation_1-mae:5998.00635 [1093] validation_0-mae:4411.04395 validation_1-mae:5997.82422 [1094] validation_0-mae:4410.24463 validation_1-mae:5998.04932 [1095] validation_0-mae:4407.80371 validation_1-mae:5997.78662 [1096] validation_0-mae:4406.11865 validation_1-mae:5997.37695 [1097] validation_0-mae:4404.30713 validation_1-mae:5997.52734 [1098] validation_0-mae:4403.63770 validation_1-mae:5997.51953 [1099] validation_0-mae:4402.40137 validation_1-mae:5997.68701 [1100] validation_0-mae:4401.26562 validation_1-mae:5997.71143 [1101] validation_0-mae:4400.20898 validation_1-mae:5997.34424 [1102] validation_0-mae:4399.46973 validation_1-mae:5997.83154 [1103] validation_0-mae:4398.32178 validation_1-mae:5997.72900 [1104] validation_0-mae:4396.95996 validation_1-mae:5997.99219 [1105] validation_0-mae:4395.36768 validation_1-mae:5998.50098 [1106] validation_0-mae:4394.12353 validation_1-mae:5998.19678 [1107] validation_0-mae:4393.28857 validation_1-mae:5998.23877 [1108] validation_0-mae:4392.00000 validation_1-mae:5997.55322 [1109] validation_0-mae:4390.05029 validation_1-mae:5996.47314 [1110] validation_0-mae:4389.22705 validation_1-mae:5995.95264 [1111] validation_0-mae:4388.57568 validation_1-mae:5995.99023 [1112] validation_0-mae:4387.32764 validation_1-mae:5995.40381 [1113] validation_0-mae:4386.58838 validation_1-mae:5995.23389 [1114] validation_0-mae:4385.87793 validation_1-mae:5995.18897 [1115] validation_0-mae:4384.79199 validation_1-mae:5995.34717 [1116] validation_0-mae:4383.39209 validation_1-mae:5995.57910 [1117] validation_0-mae:4382.30127 validation_1-mae:5995.53857 [1118] validation_0-mae:4381.43799 validation_1-mae:5995.94043 [1119] validation_0-mae:4380.78711 validation_1-mae:5995.91748 [1120] validation_0-mae:4379.74512 validation_1-mae:5995.66650 [1121] validation_0-mae:4378.38818 validation_1-mae:5995.76611 [1122] validation_0-mae:4376.18066 validation_1-mae:5994.36182 [1123] validation_0-mae:4375.43115 validation_1-mae:5994.24561 [1124] validation_0-mae:4373.05420 validation_1-mae:5994.18506 [1125] validation_0-mae:4371.58203 validation_1-mae:5993.63184 [1126] validation_0-mae:4370.74463 validation_1-mae:5993.65772 [1127] validation_0-mae:4370.23926 validation_1-mae:5993.68897 [1128] validation_0-mae:4369.35107 validation_1-mae:5993.26416 [1129] validation_0-mae:4367.89697 validation_1-mae:5993.37891 [1130] validation_0-mae:4367.21777 validation_1-mae:5993.46777 [1131] validation_0-mae:4366.31641 validation_1-mae:5993.97119 [1132] validation_0-mae:4364.20117 validation_1-mae:5993.16016 [1133] validation_0-mae:4363.46680 validation_1-mae:5992.91504 [1134] validation_0-mae:4362.43408 validation_1-mae:5993.20801 [1135] validation_0-mae:4362.01270 validation_1-mae:5993.28467 [1136] validation_0-mae:4361.05469 validation_1-mae:5993.15039 [1137] validation_0-mae:4359.46777 validation_1-mae:5993.16992 [1138] validation_0-mae:4358.37305 validation_1-mae:5993.06885 [1139] validation_0-mae:4357.32520 validation_1-mae:5993.32568 [1140] validation_0-mae:4356.10693 validation_1-mae:5993.35449 [1141] validation_0-mae:4354.28809 validation_1-mae:5992.88281 [1142] validation_0-mae:4353.37500 validation_1-mae:5993.44287 [1143] validation_0-mae:4352.20850 validation_1-mae:5992.75293 [1144] validation_0-mae:4350.90723 validation_1-mae:5992.30225 [1145] validation_0-mae:4349.86572 validation_1-mae:5991.79736 [1146] validation_0-mae:4348.90283 validation_1-mae:5991.81592 [1147] validation_0-mae:4348.87744 validation_1-mae:5991.74170 [1148] validation_0-mae:4348.15088 validation_1-mae:5991.55420 [1149] validation_0-mae:4347.56397 validation_1-mae:5991.78760 [1150] validation_0-mae:4346.94238 validation_1-mae:5991.94336 [1151] validation_0-mae:4346.05029 validation_1-mae:5992.18701 [1152] validation_0-mae:4345.76758 validation_1-mae:5992.11182 [1153] validation_0-mae:4344.76953 validation_1-mae:5992.33008 [1154] validation_0-mae:4343.73779 validation_1-mae:5992.58838 [1155] validation_0-mae:4343.17725 validation_1-mae:5992.56055 [1156] validation_0-mae:4341.78955 validation_1-mae:5991.97363 [1157] validation_0-mae:4341.13086 validation_1-mae:5992.02148 [1158] validation_0-mae:4340.14355 validation_1-mae:5991.50244 [1159] validation_0-mae:4339.68262 validation_1-mae:5991.85156 [1160] validation_0-mae:4339.00049 validation_1-mae:5991.90234 [1161] validation_0-mae:4338.09619 validation_1-mae:5991.68750 [1162] validation_0-mae:4337.20312 validation_1-mae:5991.49756 [1163] validation_0-mae:4336.02686 validation_1-mae:5991.53125 [1164] validation_0-mae:4335.11475 validation_1-mae:5991.35010 [1165] validation_0-mae:4333.18652 validation_1-mae:5990.38379 [1166] validation_0-mae:4331.96533 validation_1-mae:5990.33203 [1167] validation_0-mae:4330.97461 validation_1-mae:5990.40918 [1168] validation_0-mae:4330.50586 validation_1-mae:5990.39014 [1169] validation_0-mae:4329.62598 validation_1-mae:5990.27148 [1170] validation_0-mae:4329.60840 validation_1-mae:5990.39111 [1171] validation_0-mae:4329.46728 validation_1-mae:5990.27393 [1172] validation_0-mae:4328.01416 validation_1-mae:5990.43848 [1173] validation_0-mae:4327.10400 validation_1-mae:5990.42969 [1174] validation_0-mae:4326.38184 validation_1-mae:5990.66016 [1175] validation_0-mae:4324.33691 validation_1-mae:5990.11035 [1176] validation_0-mae:4323.76709 validation_1-mae:5990.21143 [1177] validation_0-mae:4323.34912 validation_1-mae:5990.27100 [1178] validation_0-mae:4322.77734 validation_1-mae:5990.28906 [1179] validation_0-mae:4322.54736 validation_1-mae:5990.21289 [1180] validation_0-mae:4321.25391 validation_1-mae:5991.28223 [1181] validation_0-mae:4320.57422 validation_1-mae:5991.16260 [1182] validation_0-mae:4319.96826 validation_1-mae:5991.28369 [1183] validation_0-mae:4319.50244 validation_1-mae:5991.44971 [1184] validation_0-mae:4319.22705 validation_1-mae:5991.35303 [1185] validation_0-mae:4318.38867 validation_1-mae:5991.23682 [1186] validation_0-mae:4317.86914 validation_1-mae:5991.44629 [1187] validation_0-mae:4317.05859 validation_1-mae:5991.35400 [1188] validation_0-mae:4316.71143 validation_1-mae:5991.15039 [1189] validation_0-mae:4315.49951 validation_1-mae:5991.31201 [1190] validation_0-mae:4314.40430 validation_1-mae:5991.55371 [1191] validation_0-mae:4313.60352 validation_1-mae:5991.71533 [1192] validation_0-mae:4312.71582 validation_1-mae:5991.60400 [1193] validation_0-mae:4312.16064 validation_1-mae:5991.54785 [1194] validation_0-mae:4311.45947 validation_1-mae:5991.10400 [1195] validation_0-mae:4310.86426 validation_1-mae:5990.71826 [1196] validation_0-mae:4309.56494 validation_1-mae:5990.94727 [1197] validation_0-mae:4308.76025 validation_1-mae:5990.86865 [1198] validation_0-mae:4306.43359 validation_1-mae:5990.38037 [1199] validation_0-mae:4305.28272 validation_1-mae:5990.34668 [1200] validation_0-mae:4304.25732 validation_1-mae:5990.10498 [1201] validation_0-mae:4303.38477 validation_1-mae:5990.25000 [1202] validation_0-mae:4302.99902 validation_1-mae:5990.23486 [1203] validation_0-mae:4301.69873 validation_1-mae:5990.05225 [1204] validation_0-mae:4301.19189 validation_1-mae:5990.14258 [1205] validation_0-mae:4300.28418 validation_1-mae:5990.03223 [1206] validation_0-mae:4298.62207 validation_1-mae:5989.74463 [1207] validation_0-mae:4296.68213 validation_1-mae:5989.01465 [1208] validation_0-mae:4295.43848 validation_1-mae:5988.82373 [1209] validation_0-mae:4294.13086 validation_1-mae:5988.33105 [1210] validation_0-mae:4292.79346 validation_1-mae:5988.58643 [1211] validation_0-mae:4291.36377 validation_1-mae:5987.99902 [1212] validation_0-mae:4289.82715 validation_1-mae:5987.88867 [1213] validation_0-mae:4288.78613 validation_1-mae:5988.02637 [1214] validation_0-mae:4287.06885 validation_1-mae:5987.70312 [1215] validation_0-mae:4286.11426 validation_1-mae:5987.83154 [1216] validation_0-mae:4285.69238 validation_1-mae:5988.09473 [1217] validation_0-mae:4284.45850 validation_1-mae:5987.85059 [1218] validation_0-mae:4283.51025 validation_1-mae:5987.38135 [1219] validation_0-mae:4282.74023 validation_1-mae:5987.10303 [1220] validation_0-mae:4281.71728 validation_1-mae:5987.15674 [1221] validation_0-mae:4280.98682 validation_1-mae:5987.60010 [1222] validation_0-mae:4280.32031 validation_1-mae:5987.49951 [1223] validation_0-mae:4278.85156 validation_1-mae:5987.38867 [1224] validation_0-mae:4277.97559 validation_1-mae:5986.89941 [1225] validation_0-mae:4277.36914 validation_1-mae:5986.73145 [1226] validation_0-mae:4276.40820 validation_1-mae:5986.35352 [1227] validation_0-mae:4275.81397 validation_1-mae:5985.59668 [1228] validation_0-mae:4275.71338 validation_1-mae:5985.55127 [1229] validation_0-mae:4274.93750 validation_1-mae:5985.67139 [1230] validation_0-mae:4274.19531 validation_1-mae:5985.66504 [1231] validation_0-mae:4272.66113 validation_1-mae:5985.20312 [1232] validation_0-mae:4271.17676 validation_1-mae:5985.53418 [1233] validation_0-mae:4269.06982 validation_1-mae:5984.56348 [1234] validation_0-mae:4267.37939 validation_1-mae:5985.17236 [1235] validation_0-mae:4266.41113 validation_1-mae:5985.47559 [1236] validation_0-mae:4265.68603 validation_1-mae:5985.85645 [1237] validation_0-mae:4264.52832 validation_1-mae:5985.79736 [1238] validation_0-mae:4263.10693 validation_1-mae:5984.86475 [1239] validation_0-mae:4261.94824 validation_1-mae:5984.76660 [1240] validation_0-mae:4260.81445 validation_1-mae:5984.48340 [1241] validation_0-mae:4259.90576 validation_1-mae:5984.59619 [1242] validation_0-mae:4258.59326 validation_1-mae:5984.30908 [1243] validation_0-mae:4257.76953 validation_1-mae:5984.38184 [1244] validation_0-mae:4257.05420 validation_1-mae:5984.30225 [1245] validation_0-mae:4255.86084 validation_1-mae:5984.96387 [1246] validation_0-mae:4254.80078 validation_1-mae:5985.05615 [1247] validation_0-mae:4254.20752 validation_1-mae:5984.49414 [1248] validation_0-mae:4253.40527 validation_1-mae:5984.22022 [1249] validation_0-mae:4252.32812 validation_1-mae:5984.05322 [1250] validation_0-mae:4251.52344 validation_1-mae:5984.30566 [1251] validation_0-mae:4250.38184 validation_1-mae:5984.20215 [1252] validation_0-mae:4249.19531 validation_1-mae:5984.07715 [1253] validation_0-mae:4247.94727 validation_1-mae:5982.82617 [1254] validation_0-mae:4246.62598 validation_1-mae:5982.62158 [1255] validation_0-mae:4246.22266 validation_1-mae:5982.73389 [1256] validation_0-mae:4245.46045 validation_1-mae:5982.87695 [1257] validation_0-mae:4244.41162 validation_1-mae:5982.98193 [1258] validation_0-mae:4242.57910 validation_1-mae:5982.11816 [1259] validation_0-mae:4241.17676 validation_1-mae:5982.49365 [1260] validation_0-mae:4239.83008 validation_1-mae:5983.11035 [1261] validation_0-mae:4239.02734 validation_1-mae:5982.86914 [1262] validation_0-mae:4237.96582 validation_1-mae:5982.58057 [1263] validation_0-mae:4236.82715 validation_1-mae:5982.50000 [1264] validation_0-mae:4236.03174 validation_1-mae:5983.17236 [1265] validation_0-mae:4235.05664 validation_1-mae:5983.06543 [1266] validation_0-mae:4234.11084 validation_1-mae:5983.89502 [1267] validation_0-mae:4233.20605 validation_1-mae:5983.13477 [1268] validation_0-mae:4231.96582 validation_1-mae:5983.55713 [1269] validation_0-mae:4230.74853 validation_1-mae:5983.27881 [1270] validation_0-mae:4230.21777 validation_1-mae:5983.52051 [1271] validation_0-mae:4229.36621 validation_1-mae:5983.24512 [1272] validation_0-mae:4228.88037 validation_1-mae:5982.64600 [1273] validation_0-mae:4227.92627 validation_1-mae:5982.36084 [1274] validation_0-mae:4226.41504 validation_1-mae:5981.68945 [1275] validation_0-mae:4225.14941 validation_1-mae:5982.45361 [1276] validation_0-mae:4224.47217 validation_1-mae:5981.87891 [1277] validation_0-mae:4223.62353 validation_1-mae:5981.75928 [1278] validation_0-mae:4222.60742 validation_1-mae:5981.54688 [1279] validation_0-mae:4221.48145 validation_1-mae:5981.34326 [1280] validation_0-mae:4219.93408 validation_1-mae:5981.15625 [1281] validation_0-mae:4218.70947 validation_1-mae:5981.15625 [1282] validation_0-mae:4217.60596 validation_1-mae:5981.21094 [1283] validation_0-mae:4216.36621 validation_1-mae:5981.51807 [1284] validation_0-mae:4214.37402 validation_1-mae:5981.05273 [1285] validation_0-mae:4213.35449 validation_1-mae:5981.11523 [1286] validation_0-mae:4211.47363 validation_1-mae:5981.25684 [1287] validation_0-mae:4209.86816 validation_1-mae:5980.85205 [1288] validation_0-mae:4209.03662 validation_1-mae:5981.15772 [1289] validation_0-mae:4208.17822 validation_1-mae:5981.39795 [1290] validation_0-mae:4206.30371 validation_1-mae:5981.19434 [1291] validation_0-mae:4205.23047 validation_1-mae:5980.66406 [1292] validation_0-mae:4204.01367 validation_1-mae:5980.83203 [1293] validation_0-mae:4202.62500 validation_1-mae:5981.13428 [1294] validation_0-mae:4201.71875 validation_1-mae:5981.42578 [1295] validation_0-mae:4201.00635 validation_1-mae:5981.30225 [1296] validation_0-mae:4200.24902 validation_1-mae:5980.93115 [1297] validation_0-mae:4199.48926 validation_1-mae:5980.62012 [1298] validation_0-mae:4198.64844 validation_1-mae:5981.22803 [1299] validation_0-mae:4196.16357 validation_1-mae:5980.21777 [1300] validation_0-mae:4194.64355 validation_1-mae:5980.20801 [1301] validation_0-mae:4193.08594 validation_1-mae:5979.92871 [1302] validation_0-mae:4191.85400 validation_1-mae:5980.01270 [1303] validation_0-mae:4190.94580 validation_1-mae:5980.26270 [1304] validation_0-mae:4190.15234 validation_1-mae:5979.96973 [1305] validation_0-mae:4189.64209 validation_1-mae:5979.94531 [1306] validation_0-mae:4188.03027 validation_1-mae:5979.55518 [1307] validation_0-mae:4186.96826 validation_1-mae:5979.91455 [1308] validation_0-mae:4186.45166 validation_1-mae:5980.02100 [1309] validation_0-mae:4185.88916 validation_1-mae:5980.82617 [1310] validation_0-mae:4184.72217 validation_1-mae:5980.81103 [1311] validation_0-mae:4184.31299 validation_1-mae:5980.80762 [1312] validation_0-mae:4183.09082 validation_1-mae:5981.24219 [1313] validation_0-mae:4182.15576 validation_1-mae:5981.11279 [1314] validation_0-mae:4181.56250 validation_1-mae:5980.97022 [1315] validation_0-mae:4180.95361 validation_1-mae:5980.71924 [1316] validation_0-mae:4180.27051 validation_1-mae:5981.09961 [1317] validation_0-mae:4179.40967 validation_1-mae:5981.16553 [1318] validation_0-mae:4178.75586 validation_1-mae:5980.98779 [1319] validation_0-mae:4177.97754 validation_1-mae:5980.75147 [1320] validation_0-mae:4176.88477 validation_1-mae:5980.65381 [1321] validation_0-mae:4176.10303 validation_1-mae:5980.54541 [1322] validation_0-mae:4175.42822 validation_1-mae:5980.27832 [1323] validation_0-mae:4174.93213 validation_1-mae:5980.36914 [1324] validation_0-mae:4173.93945 validation_1-mae:5980.00147 [1325] validation_0-mae:4172.16797 validation_1-mae:5979.58887 [1326] validation_0-mae:4171.70361 validation_1-mae:5979.63086 [1327] validation_0-mae:4171.08057 validation_1-mae:5979.56982 [1328] validation_0-mae:4170.35254 validation_1-mae:5979.60156 [1329] validation_0-mae:4169.78809 validation_1-mae:5979.93164 [1330] validation_0-mae:4168.87891 validation_1-mae:5980.04492 [1331] validation_0-mae:4167.85645 validation_1-mae:5979.99805 [1332] validation_0-mae:4167.78125 validation_1-mae:5979.89990 [1333] validation_0-mae:4166.30176 validation_1-mae:5979.69580 [1334] validation_0-mae:4165.12402 validation_1-mae:5979.14014 [1335] validation_0-mae:4164.44824 validation_1-mae:5979.10889 [1336] validation_0-mae:4164.44922 validation_1-mae:5979.14502 [1337] validation_0-mae:4163.60303 validation_1-mae:5979.53564 [1338] validation_0-mae:4162.05859 validation_1-mae:5979.27881 [1339] validation_0-mae:4161.00342 validation_1-mae:5979.43311 [1340] validation_0-mae:4158.99316 validation_1-mae:5978.71045 [1341] validation_0-mae:4158.34863 validation_1-mae:5978.93018 [1342] validation_0-mae:4157.96631 validation_1-mae:5978.98877 [1343] validation_0-mae:4157.51562 validation_1-mae:5978.93897 [1344] validation_0-mae:4156.25391 validation_1-mae:5978.81982 [1345] validation_0-mae:4155.20752 validation_1-mae:5978.73877 [1346] validation_0-mae:4154.14111 validation_1-mae:5978.90381 [1347] validation_0-mae:4153.11914 validation_1-mae:5978.94043 [1348] validation_0-mae:4151.73975 validation_1-mae:5978.90478 [1349] validation_0-mae:4150.68603 validation_1-mae:5979.37207 [1350] validation_0-mae:4149.67871 validation_1-mae:5979.72998 [1351] validation_0-mae:4148.71533 validation_1-mae:5979.38916 [1352] validation_0-mae:4148.51025 validation_1-mae:5979.48926 [1353] validation_0-mae:4148.07080 validation_1-mae:5979.17334 [1354] validation_0-mae:4147.41016 validation_1-mae:5979.06397 [1355] validation_0-mae:4146.49805 validation_1-mae:5978.69580 [1356] validation_0-mae:4145.21680 validation_1-mae:5978.83350 [1357] validation_0-mae:4144.12891 validation_1-mae:5979.05566 [1358] validation_0-mae:4143.41748 validation_1-mae:5978.73682 [1359] validation_0-mae:4142.76074 validation_1-mae:5978.85938 [1360] validation_0-mae:4142.39844 validation_1-mae:5978.98193 [1361] validation_0-mae:4141.33789 validation_1-mae:5978.64014 [1362] validation_0-mae:4140.20361 validation_1-mae:5978.57129 [1363] validation_0-mae:4139.52490 validation_1-mae:5978.39746 [1364] validation_0-mae:4138.78027 validation_1-mae:5978.61279 [1365] validation_0-mae:4137.87695 validation_1-mae:5978.61719 [1366] validation_0-mae:4136.94531 validation_1-mae:5977.97363 [1367] validation_0-mae:4135.83984 validation_1-mae:5978.07812 [1368] validation_0-mae:4135.41016 validation_1-mae:5977.86572 [1369] validation_0-mae:4134.40039 validation_1-mae:5977.61035 [1370] validation_0-mae:4133.68359 validation_1-mae:5977.46728 [1371] validation_0-mae:4132.92822 validation_1-mae:5977.38477 [1372] validation_0-mae:4132.03467 validation_1-mae:5977.71875 [1373] validation_0-mae:4131.28662 validation_1-mae:5977.71777 [1374] validation_0-mae:4130.47510 validation_1-mae:5978.11035 [1375] validation_0-mae:4129.79199 validation_1-mae:5978.06250 [1376] validation_0-mae:4128.81885 validation_1-mae:5978.36572 [1377] validation_0-mae:4128.34766 validation_1-mae:5978.47656 [1378] validation_0-mae:4127.59326 validation_1-mae:5978.46533 [1379] validation_0-mae:4126.88379 validation_1-mae:5978.72217 [1380] validation_0-mae:4126.07373 validation_1-mae:5979.06885 [1381] validation_0-mae:4125.59717 validation_1-mae:5978.89893 [1382] validation_0-mae:4124.91748 validation_1-mae:5979.01172 [1383] validation_0-mae:4124.42285 validation_1-mae:5978.63525 [1384] validation_0-mae:4123.04980 validation_1-mae:5979.02344 [1385] validation_0-mae:4122.48926 validation_1-mae:5979.09228 [1386] validation_0-mae:4121.97656 validation_1-mae:5979.20117 [1387] validation_0-mae:4121.53223 validation_1-mae:5979.30273 [1388] validation_0-mae:4120.90283 validation_1-mae:5979.12500 [1389] validation_0-mae:4119.97119 validation_1-mae:5978.61279 [1390] validation_0-mae:4119.53125 validation_1-mae:5978.31592 [1391] validation_0-mae:4118.60303 validation_1-mae:5978.02002 [1392] validation_0-mae:4117.92920 validation_1-mae:5977.96826 [1393] validation_0-mae:4117.20410 validation_1-mae:5977.95166 [1394] validation_0-mae:4116.64453 validation_1-mae:5977.83350 [1395] validation_0-mae:4115.84424 validation_1-mae:5977.49121 [1396] validation_0-mae:4115.21826 validation_1-mae:5977.24951 [1397] validation_0-mae:4114.61328 validation_1-mae:5977.47510 [1398] validation_0-mae:4113.13574 validation_1-mae:5976.98779 [1399] validation_0-mae:4112.48145 validation_1-mae:5976.95312 [1400] validation_0-mae:4111.85986 validation_1-mae:5976.95117 [1401] validation_0-mae:4111.25586 validation_1-mae:5977.00439 [1402] validation_0-mae:4110.97363 validation_1-mae:5976.92432 [1403] validation_0-mae:4110.37793 validation_1-mae:5976.94434 [1404] validation_0-mae:4109.95996 validation_1-mae:5977.07812 [1405] validation_0-mae:4109.43506 validation_1-mae:5977.06982 [1406] validation_0-mae:4108.71728 validation_1-mae:5977.05957 [1407] validation_0-mae:4107.77930 validation_1-mae:5976.99805 [1408] validation_0-mae:4107.43750 validation_1-mae:5976.73584 [1409] validation_0-mae:4106.94727 validation_1-mae:5976.54150 [1410] validation_0-mae:4105.93115 validation_1-mae:5976.09131 [1411] validation_0-mae:4105.25635 validation_1-mae:5976.06055 [1412] validation_0-mae:4104.01855 validation_1-mae:5975.92432 [1413] validation_0-mae:4103.32373 validation_1-mae:5975.90723 [1414] validation_0-mae:4102.58057 validation_1-mae:5975.82959 [1415] validation_0-mae:4101.80859 validation_1-mae:5976.13525 [1416] validation_0-mae:4101.36768 validation_1-mae:5976.49316 [1417] validation_0-mae:4100.75391 validation_1-mae:5976.58057 [1418] validation_0-mae:4100.14160 validation_1-mae:5976.66846 [1419] validation_0-mae:4099.59766 validation_1-mae:5976.50781 [1420] validation_0-mae:4098.64062 validation_1-mae:5976.39307 [1421] validation_0-mae:4098.29688 validation_1-mae:5976.70898 [1422] validation_0-mae:4097.98291 validation_1-mae:5976.63037 [1423] validation_0-mae:4097.24756 validation_1-mae:5976.72607 [1424] validation_0-mae:4096.49365 validation_1-mae:5976.80908 [1425] validation_0-mae:4096.03857 validation_1-mae:5976.78272 [1426] validation_0-mae:4095.59668 validation_1-mae:5976.65625 [1427] validation_0-mae:4094.44897 validation_1-mae:5976.63281 [1428] validation_0-mae:4092.46851 validation_1-mae:5976.97949 [1429] validation_0-mae:4091.11231 validation_1-mae:5977.05908 [1430] validation_0-mae:4090.23486 validation_1-mae:5976.94141 [1431] validation_0-mae:4090.02539 validation_1-mae:5976.95947 [1432] validation_0-mae:4089.05371 validation_1-mae:5976.77295 [1433] validation_0-mae:4088.80713 validation_1-mae:5976.73877 [1434] validation_0-mae:4088.46509 validation_1-mae:5976.50928 [1435] validation_0-mae:4088.38745 validation_1-mae:5976.48486 [1436] validation_0-mae:4087.94580 validation_1-mae:5976.64746 [1437] validation_0-mae:4087.54883 validation_1-mae:5976.71191 [1438] validation_0-mae:4087.08716 validation_1-mae:5976.60254 [1439] validation_0-mae:4086.14502 validation_1-mae:5976.46240 [1440] validation_0-mae:4084.92773 validation_1-mae:5976.31982 [1441] validation_0-mae:4083.51953 validation_1-mae:5976.27490 [1442] validation_0-mae:4082.16187 validation_1-mae:5975.62793 [1443] validation_0-mae:4081.29321 validation_1-mae:5976.06592 [1444] validation_0-mae:4080.35815 validation_1-mae:5976.16162 [1445] validation_0-mae:4079.86182 validation_1-mae:5975.96289 [1446] validation_0-mae:4078.37354 validation_1-mae:5975.57764 [1447] validation_0-mae:4077.07031 validation_1-mae:5975.31201 [1448] validation_0-mae:4076.22632 validation_1-mae:5975.14502 [1449] validation_0-mae:4074.92188 validation_1-mae:5974.57520 [1450] validation_0-mae:4073.98071 validation_1-mae:5974.87158 [1451] validation_0-mae:4072.73535 validation_1-mae:5974.92285 [1452] validation_0-mae:4071.57349 validation_1-mae:5975.12500 [1453] validation_0-mae:4070.21802 validation_1-mae:5974.97412 [1454] validation_0-mae:4068.88013 validation_1-mae:5974.65723 [1455] validation_0-mae:4068.24194 validation_1-mae:5974.65478 [1456] validation_0-mae:4066.95093 validation_1-mae:5974.66455 [1457] validation_0-mae:4066.01196 validation_1-mae:5975.12598 [1458] validation_0-mae:4064.67895 validation_1-mae:5974.89404 [1459] validation_0-mae:4063.66211 validation_1-mae:5974.60791 [1460] validation_0-mae:4062.45312 validation_1-mae:5975.05615 [1461] validation_0-mae:4061.95239 validation_1-mae:5975.10156 [1462] validation_0-mae:4061.42529 validation_1-mae:5974.93701 [1463] validation_0-mae:4060.56714 validation_1-mae:5975.12744 [1464] validation_0-mae:4059.54224 validation_1-mae:5975.05225 [1465] validation_0-mae:4058.53687 validation_1-mae:5974.70215 [1466] validation_0-mae:4057.90234 validation_1-mae:5974.33203 [1467] validation_0-mae:4057.10522 validation_1-mae:5973.96484 [1468] validation_0-mae:4056.73535 validation_1-mae:5973.78662 [1469] validation_0-mae:4055.92773 validation_1-mae:5973.37842 [1470] validation_0-mae:4054.06860 validation_1-mae:5973.01367 [1471] validation_0-mae:4053.15283 validation_1-mae:5973.10498 [1472] validation_0-mae:4052.28418 validation_1-mae:5972.81885 [1473] validation_0-mae:4050.93457 validation_1-mae:5972.29492 [1474] validation_0-mae:4050.42432 validation_1-mae:5972.36426 [1475] validation_0-mae:4049.29663 validation_1-mae:5972.72119 [1476] validation_0-mae:4048.41211 validation_1-mae:5972.34522 [1477] validation_0-mae:4047.38086 validation_1-mae:5971.82080 [1478] validation_0-mae:4046.22119 validation_1-mae:5972.53418 [1479] validation_0-mae:4045.09229 validation_1-mae:5972.13574 [1480] validation_0-mae:4044.37671 validation_1-mae:5972.07715 [1481] validation_0-mae:4043.56885 validation_1-mae:5971.57129 [1482] validation_0-mae:4042.94287 validation_1-mae:5971.66602 [1483] validation_0-mae:4041.72510 validation_1-mae:5971.28174 [1484] validation_0-mae:4040.78003 validation_1-mae:5971.13135 [1485] validation_0-mae:4040.32422 validation_1-mae:5971.21045 [1486] validation_0-mae:4039.52344 validation_1-mae:5971.12939 [1487] validation_0-mae:4039.04468 validation_1-mae:5970.85840 [1488] validation_0-mae:4038.22217 validation_1-mae:5970.69824 [1489] validation_0-mae:4037.39111 validation_1-mae:5970.81006 [1490] validation_0-mae:4036.31934 validation_1-mae:5970.71631 [1491] validation_0-mae:4034.84033 validation_1-mae:5969.69287 [1492] validation_0-mae:4034.03296 validation_1-mae:5969.59814 [1493] validation_0-mae:4032.77881 validation_1-mae:5968.84961 [1494] validation_0-mae:4032.01611 validation_1-mae:5968.77393 [1495] validation_0-mae:4031.52002 validation_1-mae:5968.84033 [1496] validation_0-mae:4030.97583 validation_1-mae:5968.73291 [1497] validation_0-mae:4029.94434 validation_1-mae:5969.03320 [1498] validation_0-mae:4028.96216 validation_1-mae:5969.18457 [1499] validation_0-mae:4028.00244 validation_1-mae:5969.11377 [1500] validation_0-mae:4027.33545 validation_1-mae:5969.00342 [1501] validation_0-mae:4027.00244 validation_1-mae:5968.87012 [1502] validation_0-mae:4025.82178 validation_1-mae:5969.40332 [1503] validation_0-mae:4025.05151 validation_1-mae:5969.57764 [1504] validation_0-mae:4024.26489 validation_1-mae:5970.35156 [1505] validation_0-mae:4023.50586 validation_1-mae:5970.81250 [1506] validation_0-mae:4023.08325 validation_1-mae:5970.56006 [1507] validation_0-mae:4023.00024 validation_1-mae:5970.55908 [1508] validation_0-mae:4022.75977 validation_1-mae:5970.40527 [1509] validation_0-mae:4022.65063 validation_1-mae:5970.40772 [1510] validation_0-mae:4021.38574 validation_1-mae:5969.89062 [1511] validation_0-mae:4020.72656 validation_1-mae:5969.85693 [1512] validation_0-mae:4020.07910 validation_1-mae:5970.47754 [1513] validation_0-mae:4018.78442 validation_1-mae:5970.15723 [1514] validation_0-mae:4017.99243 validation_1-mae:5970.15918 [1515] validation_0-mae:4016.82471 validation_1-mae:5969.92529 [1516] validation_0-mae:4015.99976 validation_1-mae:5969.69922 [1517] validation_0-mae:4015.23218 validation_1-mae:5969.72022 [1518] validation_0-mae:4014.61304 validation_1-mae:5969.70801 [1519] validation_0-mae:4014.46191 validation_1-mae:5969.67676 [1520] validation_0-mae:4014.31030 validation_1-mae:5969.58398 [1521] validation_0-mae:4013.74268 validation_1-mae:5969.66162 [1522] validation_0-mae:4013.32129 validation_1-mae:5969.64551 [1523] validation_0-mae:4012.82690 validation_1-mae:5969.76855 [1524] validation_0-mae:4011.54517 validation_1-mae:5969.93066 [1525] validation_0-mae:4011.39966 validation_1-mae:5969.75488 [1526] validation_0-mae:4011.22510 validation_1-mae:5969.78027 [1527] validation_0-mae:4010.22827 validation_1-mae:5969.65478 [1528] validation_0-mae:4009.28198 validation_1-mae:5969.37451 [1529] validation_0-mae:4008.77490 validation_1-mae:5969.31689 [1530] validation_0-mae:4007.78125 validation_1-mae:5969.05518 [1531] validation_0-mae:4006.88989 validation_1-mae:5968.78467 [1532] validation_0-mae:4005.43311 validation_1-mae:5968.64746 [1533] validation_0-mae:4004.73682 validation_1-mae:5968.17383 [1534] validation_0-mae:4003.65845 validation_1-mae:5968.09375 [1535] validation_0-mae:4002.94116 validation_1-mae:5968.09961 [1536] validation_0-mae:4002.68750 validation_1-mae:5967.97022 [1537] validation_0-mae:4001.96045 validation_1-mae:5967.46387 [1538] validation_0-mae:4000.99780 validation_1-mae:5967.68408 [1539] validation_0-mae:4000.26416 validation_1-mae:5967.71728 [1540] validation_0-mae:3999.16577 validation_1-mae:5967.31543 [1541] validation_0-mae:3997.58398 validation_1-mae:5967.31103 [1542] validation_0-mae:3996.79858 validation_1-mae:5966.96484 [1543] validation_0-mae:3995.67334 validation_1-mae:5967.44824 [1544] validation_0-mae:3995.07593 validation_1-mae:5967.53711 [1545] validation_0-mae:3994.20215 validation_1-mae:5968.34228 [1546] validation_0-mae:3993.37866 validation_1-mae:5968.41455 [1547] validation_0-mae:3993.13574 validation_1-mae:5968.47070 [1548] validation_0-mae:3992.27588 validation_1-mae:5968.47314 [1549] validation_0-mae:3991.10010 validation_1-mae:5968.52490 [1550] validation_0-mae:3990.01001 validation_1-mae:5968.44189 [1551] validation_0-mae:3988.89087 validation_1-mae:5968.90967 [1552] validation_0-mae:3987.67212 validation_1-mae:5968.71826 [1553] validation_0-mae:3986.63550 validation_1-mae:5969.19189 [1554] validation_0-mae:3985.98901 validation_1-mae:5969.20947 [1555] validation_0-mae:3985.65161 validation_1-mae:5969.19580 [1556] validation_0-mae:3985.02441 validation_1-mae:5968.77295 [1557] validation_0-mae:3983.63013 validation_1-mae:5968.77100 [1558] validation_0-mae:3982.29956 validation_1-mae:5969.20703 [1559] validation_0-mae:3981.25439 validation_1-mae:5969.10156 [1560] validation_0-mae:3980.11108 validation_1-mae:5968.77441 [1561] validation_0-mae:3979.48218 validation_1-mae:5969.10352 [1562] validation_0-mae:3978.64844 validation_1-mae:5968.82568 [1563] validation_0-mae:3977.83984 validation_1-mae:5969.13818 [1564] validation_0-mae:3977.26318 validation_1-mae:5968.99805 [1565] validation_0-mae:3976.66309 validation_1-mae:5968.81250 [1566] validation_0-mae:3976.36011 validation_1-mae:5968.95361 [1567] validation_0-mae:3975.49316 validation_1-mae:5968.88232 [1568] validation_0-mae:3974.72021 validation_1-mae:5968.68018 [1569] validation_0-mae:3974.03857 validation_1-mae:5968.77148 [1570] validation_0-mae:3973.54712 validation_1-mae:5968.90723 [1571] validation_0-mae:3972.77246 validation_1-mae:5968.86084 [1572] validation_0-mae:3971.98071 validation_1-mae:5968.75391 [1573] validation_0-mae:3970.90430 validation_1-mae:5968.63379 [1574] validation_0-mae:3970.65552 validation_1-mae:5968.53564 [1575] validation_0-mae:3969.91968 validation_1-mae:5968.39111 [1576] validation_0-mae:3969.51636 validation_1-mae:5968.47217 [1577] validation_0-mae:3968.88208 validation_1-mae:5968.35107 [1578] validation_0-mae:3968.07983 validation_1-mae:5968.37451 [1579] validation_0-mae:3967.34204 validation_1-mae:5968.40723 [1580] validation_0-mae:3966.24683 validation_1-mae:5968.25293 [1581] validation_0-mae:3966.16162 validation_1-mae:5968.21094 [1582] validation_0-mae:3965.47607 validation_1-mae:5968.32422 [1583] validation_0-mae:3964.75391 validation_1-mae:5968.44775 [1584] validation_0-mae:3963.94629 validation_1-mae:5968.76660 [1585] validation_0-mae:3962.82202 validation_1-mae:5968.55908 [1586] validation_0-mae:3961.67529 validation_1-mae:5968.45068 [1587] validation_0-mae:3960.66211 validation_1-mae:5968.29248 [1588] validation_0-mae:3959.87134 validation_1-mae:5968.39062 [1589] validation_0-mae:3958.58447 validation_1-mae:5967.40772 [1590] validation_0-mae:3958.01050 validation_1-mae:5967.18652 [1591] validation_0-mae:3957.03345 validation_1-mae:5967.30713 [1592] validation_0-mae:3955.81616 validation_1-mae:5967.08350 [1593] validation_0-mae:3954.51465 validation_1-mae:5966.77881 [1594] validation_0-mae:3953.23926 validation_1-mae:5966.18799 [1595] validation_0-mae:3952.45532 validation_1-mae:5966.75879 [1596] validation_0-mae:3951.32227 validation_1-mae:5967.41309 [1597] validation_0-mae:3950.46582 validation_1-mae:5967.10059 [1598] validation_0-mae:3949.16992 validation_1-mae:5967.11768 [1599] validation_0-mae:3948.54321 validation_1-mae:5967.15625 [1600] validation_0-mae:3947.91162 validation_1-mae:5967.07715 [1601] validation_0-mae:3947.19849 validation_1-mae:5967.06445 [1602] validation_0-mae:3946.62939 validation_1-mae:5967.04150 [1603] validation_0-mae:3945.75146 validation_1-mae:5966.91455 [1604] validation_0-mae:3944.89990 validation_1-mae:5966.89258 [1605] validation_0-mae:3943.86865 validation_1-mae:5967.38623 [1606] validation_0-mae:3942.98633 validation_1-mae:5967.83447 [1607] validation_0-mae:3941.78711 validation_1-mae:5967.56201 [1608] validation_0-mae:3941.06152 validation_1-mae:5967.65918 [1609] validation_0-mae:3940.66626 validation_1-mae:5967.64307 [1610] validation_0-mae:3940.05176 validation_1-mae:5967.34522 [1611] validation_0-mae:3939.12012 validation_1-mae:5967.08838 [1612] validation_0-mae:3938.16699 validation_1-mae:5967.20801 [1613] validation_0-mae:3936.78589 validation_1-mae:5967.85010 [1614] validation_0-mae:3935.87500 validation_1-mae:5968.08691 [1615] validation_0-mae:3935.04834 validation_1-mae:5967.74072 [1616] validation_0-mae:3934.27539 validation_1-mae:5967.61768 [1617] validation_0-mae:3933.43457 validation_1-mae:5967.67090 [1618] validation_0-mae:3932.33740 validation_1-mae:5967.88428 [1619] validation_0-mae:3931.71997 validation_1-mae:5967.81299 [1620] validation_0-mae:3931.14282 validation_1-mae:5967.61475 [1621] validation_0-mae:3930.10913 validation_1-mae:5967.49902 [1622] validation_0-mae:3929.42188 validation_1-mae:5967.68652 [1623] validation_0-mae:3928.47461 validation_1-mae:5967.75439 [1624] validation_0-mae:3927.78027 validation_1-mae:5967.72119 [1625] validation_0-mae:3927.23022 validation_1-mae:5967.83838 [1626] validation_0-mae:3926.51147 validation_1-mae:5967.73828 [1627] validation_0-mae:3925.81616 validation_1-mae:5967.70850 [1628] validation_0-mae:3925.28296 validation_1-mae:5967.75928 [1629] validation_0-mae:3924.58862 validation_1-mae:5967.84522 [1630] validation_0-mae:3923.76514 validation_1-mae:5968.28076 [1631] validation_0-mae:3923.18408 validation_1-mae:5968.53027 [1632] validation_0-mae:3922.69849 validation_1-mae:5968.44336 [1633] validation_0-mae:3922.48120 validation_1-mae:5968.45752 [1634] validation_0-mae:3921.79907 validation_1-mae:5968.55615 [1635] validation_0-mae:3921.55103 validation_1-mae:5968.45312 [1636] validation_0-mae:3920.63477 validation_1-mae:5968.58740 [1637] validation_0-mae:3920.53174 validation_1-mae:5968.61328 [1638] validation_0-mae:3919.96655 validation_1-mae:5968.46240 [1639] validation_0-mae:3918.33203 validation_1-mae:5968.35498 [1640] validation_0-mae:3917.84448 validation_1-mae:5968.74219 [1641] validation_0-mae:3916.81934 validation_1-mae:5968.77783 [1642] validation_0-mae:3916.25293 validation_1-mae:5968.65430 [1643] validation_0-mae:3915.32324 validation_1-mae:5968.75098 [1644] validation_0-mae:3914.74145 validation_1-mae:5968.95264 [1645] validation_0-mae:3913.88672 validation_1-mae:5969.18555 [1646] validation_0-mae:3913.80591 validation_1-mae:5969.21777 [1647] validation_0-mae:3913.49121 validation_1-mae:5969.21533 [1648] validation_0-mae:3912.52637 validation_1-mae:5969.28516 [1649] validation_0-mae:3912.07007 validation_1-mae:5969.21875 [1650] validation_0-mae:3911.38062 validation_1-mae:5969.50830 [1651] validation_0-mae:3909.92139 validation_1-mae:5969.28857 [1652] validation_0-mae:3909.40942 validation_1-mae:5969.66895 [1653] validation_0-mae:3907.98315 validation_1-mae:5970.02197 [1654] validation_0-mae:3906.89502 validation_1-mae:5970.49561 [1655] validation_0-mae:3906.38745 validation_1-mae:5970.46338 [1656] validation_0-mae:3905.34570 validation_1-mae:5970.76074 [1657] validation_0-mae:3904.63696 validation_1-mae:5970.67041 [1658] validation_0-mae:3903.58862 validation_1-mae:5970.66260 [1659] validation_0-mae:3902.71240 validation_1-mae:5970.57178 [1660] validation_0-mae:3902.36938 validation_1-mae:5970.60693 [1661] validation_0-mae:3901.54028 validation_1-mae:5970.57764 [1662] validation_0-mae:3900.80835 validation_1-mae:5970.56836 [1663] validation_0-mae:3899.57642 validation_1-mae:5970.67041 [1664] validation_0-mae:3898.46851 validation_1-mae:5970.61279 [1665] validation_0-mae:3898.08398 validation_1-mae:5970.71191 [1666] validation_0-mae:3897.52466 validation_1-mae:5970.73779 [1667] validation_0-mae:3897.21069 validation_1-mae:5970.90088 [1668] validation_0-mae:3896.77173 validation_1-mae:5970.82178 [1669] validation_0-mae:3895.43848 validation_1-mae:5971.24365 [1670] validation_0-mae:3894.13623 validation_1-mae:5971.15576 [1671] validation_0-mae:3893.02515 validation_1-mae:5970.98633 [1672] validation_0-mae:3892.01001 validation_1-mae:5970.45947 [1673] validation_0-mae:3890.96143 validation_1-mae:5970.32764 [1674] validation_0-mae:3889.72681 validation_1-mae:5970.06885 [1675] validation_0-mae:3888.91797 validation_1-mae:5970.19287 [1676] validation_0-mae:3888.30908 validation_1-mae:5970.28711 [1677] validation_0-mae:3887.74561 validation_1-mae:5970.48486 [1678] validation_0-mae:3886.94165 validation_1-mae:5970.09473 [1679] validation_0-mae:3885.87866 validation_1-mae:5970.29053 [1680] validation_0-mae:3885.06714 validation_1-mae:5970.60059 [1681] validation_0-mae:3884.61279 validation_1-mae:5970.58008 [1682] validation_0-mae:3884.18140 validation_1-mae:5970.56055 [1683] validation_0-mae:3883.41602 validation_1-mae:5970.80420 [1684] validation_0-mae:3882.33667 validation_1-mae:5971.62061 [1685] validation_0-mae:3881.32959 validation_1-mae:5971.72607 [1686] validation_0-mae:3880.58057 validation_1-mae:5971.55957 [1687] validation_0-mae:3879.98804 validation_1-mae:5971.77930 [1688] validation_0-mae:3879.30981 validation_1-mae:5972.22998 [1689] validation_0-mae:3877.93604 validation_1-mae:5972.22022 [1690] validation_0-mae:3877.39087 validation_1-mae:5972.26367 [1691] validation_0-mae:3876.38452 validation_1-mae:5972.04883 [1692] validation_0-mae:3875.63916 validation_1-mae:5972.69434 [1693] validation_0-mae:3874.96191 validation_1-mae:5972.54199 [1694] validation_0-mae:3874.21997 validation_1-mae:5972.78516 [1695] validation_0-mae:3873.63501 validation_1-mae:5972.59961 [1696] validation_0-mae:3873.19019 validation_1-mae:5972.49170 [1697] validation_0-mae:3871.97656 validation_1-mae:5973.54248 [1698] validation_0-mae:3871.25684 validation_1-mae:5973.56982 [1699] validation_0-mae:3870.89160 validation_1-mae:5973.43213 Dropping: crd [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.97461 validation_1-mae:9623.92090 [14] validation_0-mae:9418.90527 validation_1-mae:9233.26269 [15] validation_0-mae:9084.41894 validation_1-mae:8905.83496 [16] validation_0-mae:8802.76660 validation_1-mae:8634.42578 [17] validation_0-mae:8567.56836 validation_1-mae:8409.99414 [18] validation_0-mae:8374.72949 validation_1-mae:8221.72070 [19] validation_0-mae:8212.23242 validation_1-mae:8068.92285 [20] validation_0-mae:8069.45264 validation_1-mae:7937.78662 [21] validation_0-mae:7945.11670 validation_1-mae:7829.90234 [22] validation_0-mae:7846.97461 validation_1-mae:7744.26367 [23] validation_0-mae:7760.82324 validation_1-mae:7675.08398 [24] validation_0-mae:7677.09228 validation_1-mae:7596.74023 [25] validation_0-mae:7604.52100 validation_1-mae:7533.40576 [26] validation_0-mae:7549.05176 validation_1-mae:7486.61328 [27] validation_0-mae:7488.75049 validation_1-mae:7432.37793 [28] validation_0-mae:7439.51172 validation_1-mae:7391.55225 [29] validation_0-mae:7397.34473 validation_1-mae:7357.37793 [30] validation_0-mae:7361.62842 validation_1-mae:7326.89893 [31] validation_0-mae:7321.06689 validation_1-mae:7290.34863 [32] validation_0-mae:7292.64111 validation_1-mae:7272.86865 [33] validation_0-mae:7264.37012 validation_1-mae:7251.80176 [34] validation_0-mae:7234.05078 validation_1-mae:7231.80908 [35] validation_0-mae:7202.57715 validation_1-mae:7207.10889 [36] validation_0-mae:7185.35889 validation_1-mae:7193.71973 [37] validation_0-mae:7167.74219 validation_1-mae:7183.67432 [38] validation_0-mae:7142.38184 validation_1-mae:7162.26660 [39] validation_0-mae:7121.32422 validation_1-mae:7145.12402 [40] validation_0-mae:7103.48682 validation_1-mae:7134.48730 [41] validation_0-mae:7087.31689 validation_1-mae:7122.00537 [42] validation_0-mae:7070.21045 validation_1-mae:7111.27832 [43] validation_0-mae:7050.17432 validation_1-mae:7097.38916 [44] validation_0-mae:7037.65234 validation_1-mae:7086.64893 [45] validation_0-mae:7012.39990 validation_1-mae:7066.18701 [46] validation_0-mae:6988.82861 validation_1-mae:7045.86133 [47] validation_0-mae:6972.97461 validation_1-mae:7037.78369 [48] validation_0-mae:6948.31738 validation_1-mae:7019.31299 [49] validation_0-mae:6934.13916 validation_1-mae:7009.20605 [50] validation_0-mae:6915.89404 validation_1-mae:6995.80273 [51] validation_0-mae:6901.48145 validation_1-mae:6990.24219 [52] validation_0-mae:6888.41309 validation_1-mae:6978.91406 [53] validation_0-mae:6875.91895 validation_1-mae:6973.47412 [54] validation_0-mae:6867.48633 validation_1-mae:6967.18848 [55] validation_0-mae:6851.41260 validation_1-mae:6955.37256 [56] validation_0-mae:6832.73730 validation_1-mae:6938.92090 [57] validation_0-mae:6819.11230 validation_1-mae:6930.04346 [58] validation_0-mae:6809.64258 validation_1-mae:6921.83789 [59] validation_0-mae:6794.47510 validation_1-mae:6912.79297 [60] validation_0-mae:6779.62793 validation_1-mae:6899.87891 [61] validation_0-mae:6767.44922 validation_1-mae:6891.21338 [62] validation_0-mae:6746.22412 validation_1-mae:6874.12988 [63] validation_0-mae:6733.93799 validation_1-mae:6862.84424 [64] validation_0-mae:6723.69336 validation_1-mae:6859.32422 [65] validation_0-mae:6714.66602 validation_1-mae:6852.40820 [66] validation_0-mae:6703.12988 validation_1-mae:6843.52490 [67] validation_0-mae:6696.48779 validation_1-mae:6838.93701 [68] validation_0-mae:6678.37939 validation_1-mae:6823.51562 [69] validation_0-mae:6665.91162 validation_1-mae:6814.09131 [70] validation_0-mae:6655.08008 validation_1-mae:6806.50537 [71] validation_0-mae:6640.38037 validation_1-mae:6792.80273 [72] validation_0-mae:6631.74463 validation_1-mae:6785.63379 [73] validation_0-mae:6624.77881 validation_1-mae:6782.43311 [74] validation_0-mae:6617.17090 validation_1-mae:6777.77588 [75] validation_0-mae:6607.47510 validation_1-mae:6771.32422 [76] validation_0-mae:6595.37891 validation_1-mae:6762.73389 [77] validation_0-mae:6586.02344 validation_1-mae:6753.66211 [78] validation_0-mae:6577.90137 validation_1-mae:6749.84473 [79] validation_0-mae:6570.18164 validation_1-mae:6745.62061 [80] validation_0-mae:6557.68701 validation_1-mae:6736.87061 [81] validation_0-mae:6547.67383 validation_1-mae:6727.52197 [82] validation_0-mae:6538.81103 validation_1-mae:6722.78418 [83] validation_0-mae:6531.09277 validation_1-mae:6718.77295 [84] validation_0-mae:6521.59863 validation_1-mae:6710.00439 [85] validation_0-mae:6514.22656 validation_1-mae:6705.21728 [86] validation_0-mae:6496.79639 validation_1-mae:6688.37451 [87] validation_0-mae:6492.96484 validation_1-mae:6684.58057 [88] validation_0-mae:6484.78174 validation_1-mae:6679.94971 [89] validation_0-mae:6479.22852 validation_1-mae:6676.10547 [90] validation_0-mae:6469.85107 validation_1-mae:6669.52783 [91] validation_0-mae:6466.19727 validation_1-mae:6665.70703 [92] validation_0-mae:6459.61328 validation_1-mae:6662.35449 [93] validation_0-mae:6453.50635 validation_1-mae:6657.13037 [94] validation_0-mae:6446.53809 validation_1-mae:6654.35840 [95] validation_0-mae:6442.28418 validation_1-mae:6652.33887 [96] validation_0-mae:6433.30811 validation_1-mae:6645.59863 [97] validation_0-mae:6429.57275 validation_1-mae:6643.90332 [98] validation_0-mae:6418.11523 validation_1-mae:6639.09766 [99] validation_0-mae:6411.43506 validation_1-mae:6633.76904 [100] validation_0-mae:6401.94629 validation_1-mae:6626.15772 [101] validation_0-mae:6399.03760 validation_1-mae:6622.71582 [102] validation_0-mae:6394.48975 validation_1-mae:6620.18311 [103] validation_0-mae:6387.21631 validation_1-mae:6615.48975 [104] validation_0-mae:6380.02393 validation_1-mae:6611.12549 [105] validation_0-mae:6370.96533 validation_1-mae:6605.30615 [106] validation_0-mae:6368.63916 validation_1-mae:6603.88330 [107] validation_0-mae:6360.38574 validation_1-mae:6600.39697 [108] validation_0-mae:6355.37207 validation_1-mae:6597.84473 [109] validation_0-mae:6350.80762 validation_1-mae:6593.75244 [110] validation_0-mae:6340.29297 validation_1-mae:6586.60645 [111] validation_0-mae:6333.36133 validation_1-mae:6582.43701 [112] validation_0-mae:6325.15478 validation_1-mae:6576.02588 [113] validation_0-mae:6323.09717 validation_1-mae:6575.64941 [114] validation_0-mae:6318.51318 validation_1-mae:6573.02686 [115] validation_0-mae:6312.02246 validation_1-mae:6569.64111 [116] validation_0-mae:6306.61133 validation_1-mae:6565.60303 [117] validation_0-mae:6299.75000 validation_1-mae:6560.75439 [118] validation_0-mae:6296.75879 validation_1-mae:6560.86279 [119] validation_0-mae:6292.89453 validation_1-mae:6557.40918 [120] validation_0-mae:6288.02441 validation_1-mae:6555.08496 [121] validation_0-mae:6282.20996 validation_1-mae:6550.15576 [122] validation_0-mae:6278.38770 validation_1-mae:6547.59912 [123] validation_0-mae:6272.84326 validation_1-mae:6544.63037 [124] validation_0-mae:6269.35693 validation_1-mae:6542.83643 [125] validation_0-mae:6265.62891 validation_1-mae:6541.34326 [126] validation_0-mae:6259.69434 validation_1-mae:6538.72656 [127] validation_0-mae:6256.23486 validation_1-mae:6536.86523 [128] validation_0-mae:6250.10938 validation_1-mae:6532.76172 [129] validation_0-mae:6245.88770 validation_1-mae:6529.49463 [130] validation_0-mae:6236.41016 validation_1-mae:6525.75098 [131] validation_0-mae:6229.62256 validation_1-mae:6521.47510 [132] validation_0-mae:6224.89990 validation_1-mae:6517.95166 [133] validation_0-mae:6221.90478 validation_1-mae:6516.81397 [134] validation_0-mae:6216.84375 validation_1-mae:6513.27197 [135] validation_0-mae:6210.96875 validation_1-mae:6511.08057 [136] validation_0-mae:6208.14502 validation_1-mae:6509.69580 [137] validation_0-mae:6206.43799 validation_1-mae:6508.43164 [138] validation_0-mae:6201.95947 validation_1-mae:6505.23633 [139] validation_0-mae:6196.01758 validation_1-mae:6501.46387 [140] validation_0-mae:6187.44775 validation_1-mae:6497.78418 [141] validation_0-mae:6184.02637 validation_1-mae:6496.04053 [142] validation_0-mae:6176.11914 validation_1-mae:6489.77246 [143] validation_0-mae:6171.67773 validation_1-mae:6487.41260 [144] validation_0-mae:6163.73535 validation_1-mae:6481.81348 [145] validation_0-mae:6159.82324 validation_1-mae:6480.78125 [146] validation_0-mae:6151.00635 validation_1-mae:6474.22900 [147] validation_0-mae:6148.55664 validation_1-mae:6471.91992 [148] validation_0-mae:6144.21826 validation_1-mae:6469.83154 [149] validation_0-mae:6140.76660 validation_1-mae:6467.77051 [150] validation_0-mae:6137.62353 validation_1-mae:6466.87598 [151] validation_0-mae:6133.77246 validation_1-mae:6466.15576 [152] validation_0-mae:6126.61230 validation_1-mae:6462.08154 [153] validation_0-mae:6123.53857 validation_1-mae:6460.73633 [154] validation_0-mae:6121.16064 validation_1-mae:6459.52246 [155] validation_0-mae:6118.99902 validation_1-mae:6458.02930 [156] validation_0-mae:6112.03027 validation_1-mae:6454.21533 [157] validation_0-mae:6108.32666 validation_1-mae:6453.30029 [158] validation_0-mae:6105.28711 validation_1-mae:6452.19727 [159] validation_0-mae:6102.30078 validation_1-mae:6450.79736 [160] validation_0-mae:6098.00488 validation_1-mae:6448.44336 [161] validation_0-mae:6093.84326 validation_1-mae:6447.24365 [162] validation_0-mae:6092.08740 validation_1-mae:6447.03223 [163] validation_0-mae:6088.93457 validation_1-mae:6445.28369 [164] validation_0-mae:6079.41211 validation_1-mae:6440.35889 [165] validation_0-mae:6078.11572 validation_1-mae:6439.29492 [166] validation_0-mae:6073.76758 validation_1-mae:6437.74951 [167] validation_0-mae:6068.75391 validation_1-mae:6435.51367 [168] validation_0-mae:6065.17627 validation_1-mae:6434.80762 [169] validation_0-mae:6061.73535 validation_1-mae:6433.64160 [170] validation_0-mae:6054.74805 validation_1-mae:6428.78272 [171] validation_0-mae:6052.04834 validation_1-mae:6427.26318 [172] validation_0-mae:6048.67822 validation_1-mae:6426.06836 [173] validation_0-mae:6044.10449 validation_1-mae:6425.50391 [174] validation_0-mae:6040.73584 validation_1-mae:6423.54736 [175] validation_0-mae:6039.42188 validation_1-mae:6423.12744 [176] validation_0-mae:6036.73438 validation_1-mae:6421.75635 [177] validation_0-mae:6034.01709 validation_1-mae:6419.45654 [178] validation_0-mae:6029.92871 validation_1-mae:6417.12109 [179] validation_0-mae:6027.01074 validation_1-mae:6416.08838 [180] validation_0-mae:6024.21191 validation_1-mae:6414.62402 [181] validation_0-mae:6022.13428 validation_1-mae:6414.01416 [182] validation_0-mae:6016.58350 validation_1-mae:6410.19092 [183] validation_0-mae:6013.00586 validation_1-mae:6408.68359 [184] validation_0-mae:6009.70850 validation_1-mae:6408.63232 [185] validation_0-mae:6006.52734 validation_1-mae:6407.13428 [186] validation_0-mae:6004.50879 validation_1-mae:6406.71484 [187] validation_0-mae:5998.39355 validation_1-mae:6403.30176 [188] validation_0-mae:5992.53809 validation_1-mae:6401.54492 [189] validation_0-mae:5989.90625 validation_1-mae:6401.14795 [190] validation_0-mae:5988.72559 validation_1-mae:6400.54590 [191] validation_0-mae:5985.05859 validation_1-mae:6397.83252 [192] validation_0-mae:5982.20264 validation_1-mae:6396.72266 [193] validation_0-mae:5979.76367 validation_1-mae:6395.36768 [194] validation_0-mae:5976.94043 validation_1-mae:6393.95117 [195] validation_0-mae:5972.14062 validation_1-mae:6391.74609 [196] validation_0-mae:5970.15186 validation_1-mae:6390.38281 [197] validation_0-mae:5964.02393 validation_1-mae:6386.60156 [198] validation_0-mae:5958.64600 validation_1-mae:6382.89941 [199] validation_0-mae:5955.17871 validation_1-mae:6382.04688 [200] validation_0-mae:5952.24512 validation_1-mae:6379.98926 [201] validation_0-mae:5947.31006 validation_1-mae:6377.95947 [202] validation_0-mae:5943.79980 validation_1-mae:6376.27295 [203] validation_0-mae:5940.30078 validation_1-mae:6373.06738 [204] validation_0-mae:5937.15186 validation_1-mae:6371.30371 [205] validation_0-mae:5930.89111 validation_1-mae:6365.73828 [206] validation_0-mae:5929.27881 validation_1-mae:6365.22949 [207] validation_0-mae:5926.47168 validation_1-mae:6363.37109 [208] validation_0-mae:5922.27002 validation_1-mae:6360.59912 [209] validation_0-mae:5921.32666 validation_1-mae:6360.31885 [210] validation_0-mae:5918.77393 validation_1-mae:6359.61523 [211] validation_0-mae:5915.21436 validation_1-mae:6359.24170 [212] validation_0-mae:5912.43799 validation_1-mae:6358.37109 [213] validation_0-mae:5909.81250 validation_1-mae:6357.48926 [214] validation_0-mae:5906.65772 validation_1-mae:6356.32422 [215] validation_0-mae:5903.32080 validation_1-mae:6355.38574 [216] validation_0-mae:5899.29297 validation_1-mae:6352.70557 [217] validation_0-mae:5896.03174 validation_1-mae:6351.19971 [218] validation_0-mae:5893.36377 validation_1-mae:6350.15234 [219] validation_0-mae:5891.66699 validation_1-mae:6349.33057 [220] validation_0-mae:5890.13672 validation_1-mae:6349.79883 [221] validation_0-mae:5889.31348 validation_1-mae:6349.64697 [222] validation_0-mae:5886.30078 validation_1-mae:6348.05420 [223] validation_0-mae:5883.02783 validation_1-mae:6346.39111 [224] validation_0-mae:5881.64111 validation_1-mae:6345.83398 [225] validation_0-mae:5877.16211 validation_1-mae:6343.89551 [226] validation_0-mae:5870.95898 validation_1-mae:6340.18115 [227] validation_0-mae:5868.25098 validation_1-mae:6340.58789 [228] validation_0-mae:5865.62353 validation_1-mae:6340.46631 [229] validation_0-mae:5862.81055 validation_1-mae:6339.14355 [230] validation_0-mae:5856.45898 validation_1-mae:6337.37256 [231] validation_0-mae:5852.94141 validation_1-mae:6335.51855 [232] validation_0-mae:5850.97363 validation_1-mae:6334.74170 [233] validation_0-mae:5845.64502 validation_1-mae:6333.20752 [234] validation_0-mae:5838.99512 validation_1-mae:6328.99072 [235] validation_0-mae:5832.25684 validation_1-mae:6326.89453 [236] validation_0-mae:5829.70068 validation_1-mae:6325.14600 [237] validation_0-mae:5826.59570 validation_1-mae:6323.41406 [238] validation_0-mae:5822.91113 validation_1-mae:6321.79053 [239] validation_0-mae:5821.12353 validation_1-mae:6320.46680 [240] validation_0-mae:5817.27295 validation_1-mae:6319.44580 [241] validation_0-mae:5814.33789 validation_1-mae:6318.88623 [242] validation_0-mae:5813.56982 validation_1-mae:6318.40088 [243] validation_0-mae:5810.33643 validation_1-mae:6317.61133 [244] validation_0-mae:5809.09912 validation_1-mae:6317.54395 [245] validation_0-mae:5805.99561 validation_1-mae:6317.25684 [246] validation_0-mae:5802.57129 validation_1-mae:6315.89551 [247] validation_0-mae:5796.79834 validation_1-mae:6312.41504 [248] validation_0-mae:5794.61426 validation_1-mae:6312.13086 [249] validation_0-mae:5792.29736 validation_1-mae:6311.44092 [250] validation_0-mae:5789.89697 validation_1-mae:6311.53955 [251] validation_0-mae:5786.20459 validation_1-mae:6310.76514 [252] validation_0-mae:5783.48682 validation_1-mae:6308.98779 [253] validation_0-mae:5780.85352 validation_1-mae:6306.70898 [254] validation_0-mae:5779.78857 validation_1-mae:6306.49658 [255] validation_0-mae:5777.56103 validation_1-mae:6305.96631 [256] validation_0-mae:5776.75684 validation_1-mae:6305.34668 [257] validation_0-mae:5775.41064 validation_1-mae:6305.43457 [258] validation_0-mae:5773.76660 validation_1-mae:6305.43701 [259] validation_0-mae:5771.06299 validation_1-mae:6305.15820 [260] validation_0-mae:5769.40918 validation_1-mae:6305.11328 [261] validation_0-mae:5766.23877 validation_1-mae:6303.32373 [262] validation_0-mae:5763.62793 validation_1-mae:6301.90283 [263] validation_0-mae:5762.42725 validation_1-mae:6301.58984 [264] validation_0-mae:5758.62842 validation_1-mae:6300.41113 [265] validation_0-mae:5755.11523 validation_1-mae:6298.50293 [266] validation_0-mae:5754.67578 validation_1-mae:6298.82227 [267] validation_0-mae:5752.09033 validation_1-mae:6297.96728 [268] validation_0-mae:5745.90723 validation_1-mae:6294.32764 [269] validation_0-mae:5740.97852 validation_1-mae:6292.56494 [270] validation_0-mae:5739.48242 validation_1-mae:6291.02051 [271] validation_0-mae:5736.67480 validation_1-mae:6290.66455 [272] validation_0-mae:5733.51416 validation_1-mae:6289.52588 [273] validation_0-mae:5731.25928 validation_1-mae:6289.41553 [274] validation_0-mae:5724.94922 validation_1-mae:6288.59570 [275] validation_0-mae:5718.91553 validation_1-mae:6284.42871 [276] validation_0-mae:5717.16455 validation_1-mae:6283.43555 [277] validation_0-mae:5715.60400 validation_1-mae:6284.16699 [278] validation_0-mae:5709.02539 validation_1-mae:6281.15576 [279] validation_0-mae:5706.73242 validation_1-mae:6280.36768 [280] validation_0-mae:5705.71875 validation_1-mae:6279.98291 [281] validation_0-mae:5703.71094 validation_1-mae:6279.14209 [282] validation_0-mae:5703.00928 validation_1-mae:6278.87402 [283] validation_0-mae:5698.94092 validation_1-mae:6279.22705 [284] validation_0-mae:5695.86035 validation_1-mae:6277.36230 [285] validation_0-mae:5693.27686 validation_1-mae:6275.86914 [286] validation_0-mae:5691.35352 validation_1-mae:6275.98975 [287] validation_0-mae:5689.84814 validation_1-mae:6275.84863 [288] validation_0-mae:5686.59766 validation_1-mae:6275.71875 [289] validation_0-mae:5685.78955 validation_1-mae:6275.55762 [290] validation_0-mae:5683.33838 validation_1-mae:6275.47754 [291] validation_0-mae:5679.83887 validation_1-mae:6274.04834 [292] validation_0-mae:5676.72461 validation_1-mae:6273.41748 [293] validation_0-mae:5675.35400 validation_1-mae:6273.05273 [294] validation_0-mae:5672.68359 validation_1-mae:6271.40039 [295] validation_0-mae:5670.23535 validation_1-mae:6270.43945 [296] validation_0-mae:5668.95752 validation_1-mae:6269.79541 [297] validation_0-mae:5666.23291 validation_1-mae:6268.50830 [298] validation_0-mae:5665.19922 validation_1-mae:6268.39893 [299] validation_0-mae:5662.57471 validation_1-mae:6266.79980 [300] validation_0-mae:5661.83203 validation_1-mae:6267.58398 [301] validation_0-mae:5657.67773 validation_1-mae:6266.35254 [302] validation_0-mae:5656.23633 validation_1-mae:6266.40576 [303] validation_0-mae:5652.90430 validation_1-mae:6263.78418 [304] validation_0-mae:5648.21777 validation_1-mae:6262.47656 [305] validation_0-mae:5645.73047 validation_1-mae:6261.68359 [306] validation_0-mae:5644.29395 validation_1-mae:6261.00293 [307] validation_0-mae:5641.52490 validation_1-mae:6259.59619 [308] validation_0-mae:5639.49609 validation_1-mae:6259.89453 [309] validation_0-mae:5637.08105 validation_1-mae:6260.33447 [310] validation_0-mae:5636.43603 validation_1-mae:6259.96143 [311] validation_0-mae:5635.14209 validation_1-mae:6260.45801 [312] validation_0-mae:5632.67773 validation_1-mae:6260.48779 [313] validation_0-mae:5631.04053 validation_1-mae:6259.49658 [314] validation_0-mae:5630.29053 validation_1-mae:6259.09814 [315] validation_0-mae:5629.00147 validation_1-mae:6259.32324 [316] validation_0-mae:5626.89502 validation_1-mae:6258.94385 [317] validation_0-mae:5620.61865 validation_1-mae:6255.30322 [318] validation_0-mae:5619.54102 validation_1-mae:6255.20020 [319] validation_0-mae:5617.94922 validation_1-mae:6254.17334 [320] validation_0-mae:5616.04395 validation_1-mae:6253.55811 [321] validation_0-mae:5611.64014 validation_1-mae:6252.69434 [322] validation_0-mae:5610.86133 validation_1-mae:6252.06543 [323] validation_0-mae:5609.55420 validation_1-mae:6252.16748 [324] validation_0-mae:5607.91846 validation_1-mae:6251.85352 [325] validation_0-mae:5606.10791 validation_1-mae:6251.12353 [326] validation_0-mae:5603.81006 validation_1-mae:6250.51611 [327] validation_0-mae:5602.61182 validation_1-mae:6249.84375 [328] validation_0-mae:5600.43945 validation_1-mae:6248.24023 [329] validation_0-mae:5598.05078 validation_1-mae:6247.56445 [330] validation_0-mae:5595.26953 validation_1-mae:6246.46973 [331] validation_0-mae:5591.41064 validation_1-mae:6245.54150 [332] validation_0-mae:5587.83154 validation_1-mae:6244.26025 [333] validation_0-mae:5586.04297 validation_1-mae:6243.71582 [334] validation_0-mae:5584.54199 validation_1-mae:6242.47022 [335] validation_0-mae:5583.37012 validation_1-mae:6242.13818 [336] validation_0-mae:5581.03076 validation_1-mae:6242.37012 [337] validation_0-mae:5577.67139 validation_1-mae:6240.54346 [338] validation_0-mae:5574.75781 validation_1-mae:6238.51270 [339] validation_0-mae:5573.89355 validation_1-mae:6238.00342 [340] validation_0-mae:5572.17871 validation_1-mae:6238.34717 [341] validation_0-mae:5570.59570 validation_1-mae:6237.13867 [342] validation_0-mae:5568.51660 validation_1-mae:6236.31006 [343] validation_0-mae:5567.53272 validation_1-mae:6235.86670 [344] validation_0-mae:5565.11328 validation_1-mae:6234.85010 [345] validation_0-mae:5562.48535 validation_1-mae:6233.85840 [346] validation_0-mae:5555.44141 validation_1-mae:6228.58447 [347] validation_0-mae:5553.67383 validation_1-mae:6228.04834 [348] validation_0-mae:5551.61914 validation_1-mae:6227.89502 [349] validation_0-mae:5550.80908 validation_1-mae:6228.09717 [350] validation_0-mae:5548.20605 validation_1-mae:6226.30078 [351] validation_0-mae:5545.35547 validation_1-mae:6226.63037 [352] validation_0-mae:5543.20068 validation_1-mae:6226.54102 [353] validation_0-mae:5540.20410 validation_1-mae:6225.63135 [354] validation_0-mae:5539.70557 validation_1-mae:6225.55371 [355] validation_0-mae:5536.47461 validation_1-mae:6224.52100 [356] validation_0-mae:5534.05322 validation_1-mae:6223.34668 [357] validation_0-mae:5530.04248 validation_1-mae:6222.87256 [358] validation_0-mae:5525.12353 validation_1-mae:6219.16455 [359] validation_0-mae:5520.45557 validation_1-mae:6216.02832 [360] validation_0-mae:5517.14209 validation_1-mae:6214.69434 [361] validation_0-mae:5513.31299 validation_1-mae:6212.57080 [362] validation_0-mae:5510.85791 validation_1-mae:6210.89160 [363] validation_0-mae:5509.90039 validation_1-mae:6210.99365 [364] validation_0-mae:5505.12158 validation_1-mae:6210.62012 [365] validation_0-mae:5502.87305 validation_1-mae:6209.91797 [366] validation_0-mae:5501.34424 validation_1-mae:6209.36133 [367] validation_0-mae:5499.50000 validation_1-mae:6209.01465 [368] validation_0-mae:5497.23975 validation_1-mae:6208.65039 [369] validation_0-mae:5495.29883 validation_1-mae:6207.71484 [370] validation_0-mae:5494.35352 validation_1-mae:6207.41553 [371] validation_0-mae:5489.78906 validation_1-mae:6205.35107 [372] validation_0-mae:5486.07812 validation_1-mae:6204.97266 [373] validation_0-mae:5482.03662 validation_1-mae:6201.91846 [374] validation_0-mae:5478.80615 validation_1-mae:6200.41602 [375] validation_0-mae:5475.05615 validation_1-mae:6198.86719 [376] validation_0-mae:5472.99219 validation_1-mae:6198.15186 [377] validation_0-mae:5471.08447 validation_1-mae:6197.76025 [378] validation_0-mae:5469.06689 validation_1-mae:6198.06543 [379] validation_0-mae:5467.09570 validation_1-mae:6197.31250 [380] validation_0-mae:5466.84814 validation_1-mae:6197.33643 [381] validation_0-mae:5465.92188 validation_1-mae:6197.41553 [382] validation_0-mae:5463.93359 validation_1-mae:6196.76514 [383] validation_0-mae:5462.62695 validation_1-mae:6196.50000 [384] validation_0-mae:5461.62500 validation_1-mae:6196.24365 [385] validation_0-mae:5461.26367 validation_1-mae:6196.33838 [386] validation_0-mae:5459.14014 validation_1-mae:6195.91553 [387] validation_0-mae:5456.07129 validation_1-mae:6194.31689 [388] validation_0-mae:5455.58594 validation_1-mae:6194.31738 [389] validation_0-mae:5453.86768 validation_1-mae:6194.51025 [390] validation_0-mae:5453.19531 validation_1-mae:6194.22168 [391] validation_0-mae:5450.98535 validation_1-mae:6194.05322 [392] validation_0-mae:5448.75928 validation_1-mae:6193.35400 [393] validation_0-mae:5447.11816 validation_1-mae:6193.09473 [394] validation_0-mae:5445.58252 validation_1-mae:6193.01221 [395] validation_0-mae:5443.33838 validation_1-mae:6191.77686 [396] validation_0-mae:5441.22705 validation_1-mae:6190.55859 [397] validation_0-mae:5438.50439 validation_1-mae:6190.49365 [398] validation_0-mae:5435.71436 validation_1-mae:6187.74902 [399] validation_0-mae:5432.55811 validation_1-mae:6185.95459 [400] validation_0-mae:5430.95410 validation_1-mae:6185.14600 [401] validation_0-mae:5427.91602 validation_1-mae:6184.69629 [402] validation_0-mae:5426.23047 validation_1-mae:6184.54932 [403] validation_0-mae:5424.90234 validation_1-mae:6184.17920 [404] validation_0-mae:5424.51221 validation_1-mae:6183.94287 [405] validation_0-mae:5422.71289 validation_1-mae:6183.91846 [406] validation_0-mae:5420.89746 validation_1-mae:6182.90869 [407] validation_0-mae:5418.97852 validation_1-mae:6182.11230 [408] validation_0-mae:5415.28760 validation_1-mae:6180.26611 [409] validation_0-mae:5412.67920 validation_1-mae:6179.15820 [410] validation_0-mae:5410.66309 validation_1-mae:6178.44727 [411] validation_0-mae:5407.87744 validation_1-mae:6176.98193 [412] validation_0-mae:5405.83594 validation_1-mae:6177.06445 [413] validation_0-mae:5403.14160 validation_1-mae:6177.67334 [414] validation_0-mae:5402.65430 validation_1-mae:6177.72754 [415] validation_0-mae:5401.22461 validation_1-mae:6177.15283 [416] validation_0-mae:5398.90234 validation_1-mae:6176.46582 [417] validation_0-mae:5393.89648 validation_1-mae:6173.74170 [418] validation_0-mae:5391.73096 validation_1-mae:6173.95703 [419] validation_0-mae:5389.38867 validation_1-mae:6173.37451 [420] validation_0-mae:5387.89893 validation_1-mae:6172.80225 [421] validation_0-mae:5386.05127 validation_1-mae:6172.13086 [422] validation_0-mae:5383.94336 validation_1-mae:6171.80762 [423] validation_0-mae:5381.48584 validation_1-mae:6172.00586 [424] validation_0-mae:5379.95850 validation_1-mae:6171.18848 [425] validation_0-mae:5376.41406 validation_1-mae:6169.73145 [426] validation_0-mae:5372.58350 validation_1-mae:6167.83594 [427] validation_0-mae:5371.46484 validation_1-mae:6168.02393 [428] validation_0-mae:5370.02588 validation_1-mae:6167.17041 [429] validation_0-mae:5366.87256 validation_1-mae:6165.51025 [430] validation_0-mae:5364.37744 validation_1-mae:6163.85596 [431] validation_0-mae:5362.34961 validation_1-mae:6163.25732 [432] validation_0-mae:5360.47461 validation_1-mae:6162.85693 [433] validation_0-mae:5359.77588 validation_1-mae:6162.18213 [434] validation_0-mae:5357.47461 validation_1-mae:6162.39844 [435] validation_0-mae:5355.95459 validation_1-mae:6162.43603 [436] validation_0-mae:5354.96484 validation_1-mae:6162.62353 [437] validation_0-mae:5353.79785 validation_1-mae:6162.37109 [438] validation_0-mae:5350.57275 validation_1-mae:6161.09424 [439] validation_0-mae:5349.20996 validation_1-mae:6160.71582 [440] validation_0-mae:5347.27637 validation_1-mae:6160.49365 [441] validation_0-mae:5345.34473 validation_1-mae:6159.92871 [442] validation_0-mae:5341.63965 validation_1-mae:6158.78125 [443] validation_0-mae:5339.84668 validation_1-mae:6158.45020 [444] validation_0-mae:5336.76123 validation_1-mae:6157.00586 [445] validation_0-mae:5335.62256 validation_1-mae:6156.46143 [446] validation_0-mae:5332.45410 validation_1-mae:6155.39990 [447] validation_0-mae:5329.73779 validation_1-mae:6155.13086 [448] validation_0-mae:5326.63477 validation_1-mae:6155.94287 [449] validation_0-mae:5323.61621 validation_1-mae:6155.54053 [450] validation_0-mae:5322.36719 validation_1-mae:6155.15430 [451] validation_0-mae:5319.78174 validation_1-mae:6154.19727 [452] validation_0-mae:5318.68408 validation_1-mae:6153.90283 [453] validation_0-mae:5315.58545 validation_1-mae:6151.77637 [454] validation_0-mae:5314.47949 validation_1-mae:6151.89990 [455] validation_0-mae:5312.01904 validation_1-mae:6150.99414 [456] validation_0-mae:5308.79004 validation_1-mae:6151.00928 [457] validation_0-mae:5307.50000 validation_1-mae:6150.73535 [458] validation_0-mae:5306.85303 validation_1-mae:6151.09668 [459] validation_0-mae:5304.82080 validation_1-mae:6150.77295 [460] validation_0-mae:5302.74365 validation_1-mae:6150.18262 [461] validation_0-mae:5302.61035 validation_1-mae:6150.31201 [462] validation_0-mae:5301.39062 validation_1-mae:6150.49951 [463] validation_0-mae:5299.73047 validation_1-mae:6150.10693 [464] validation_0-mae:5297.70557 validation_1-mae:6149.80859 [465] validation_0-mae:5295.00977 validation_1-mae:6149.71875 [466] validation_0-mae:5293.95312 validation_1-mae:6149.60889 [467] validation_0-mae:5292.29639 validation_1-mae:6149.44971 [468] validation_0-mae:5290.61865 validation_1-mae:6149.04053 [469] validation_0-mae:5287.25391 validation_1-mae:6147.26904 [470] validation_0-mae:5281.24805 validation_1-mae:6143.79834 [471] validation_0-mae:5278.39990 validation_1-mae:6143.89893 [472] validation_0-mae:5276.49316 validation_1-mae:6143.20166 [473] validation_0-mae:5271.12353 validation_1-mae:6141.97412 [474] validation_0-mae:5268.37158 validation_1-mae:6140.56445 [475] validation_0-mae:5267.03272 validation_1-mae:6140.20020 [476] validation_0-mae:5265.44434 validation_1-mae:6140.30078 [477] validation_0-mae:5263.41650 validation_1-mae:6140.64111 [478] validation_0-mae:5261.87061 validation_1-mae:6140.93555 [479] validation_0-mae:5260.56738 validation_1-mae:6141.23779 [480] validation_0-mae:5257.97559 validation_1-mae:6139.99902 [481] validation_0-mae:5257.57080 validation_1-mae:6139.91895 [482] validation_0-mae:5254.08789 validation_1-mae:6139.24512 [483] validation_0-mae:5253.01416 validation_1-mae:6139.56836 [484] validation_0-mae:5251.44824 validation_1-mae:6139.74219 [485] validation_0-mae:5250.42822 validation_1-mae:6139.60449 [486] validation_0-mae:5249.91260 validation_1-mae:6139.24414 [487] validation_0-mae:5248.37402 validation_1-mae:6138.78369 [488] validation_0-mae:5243.91650 validation_1-mae:6136.74219 [489] validation_0-mae:5241.11670 validation_1-mae:6135.32129 [490] validation_0-mae:5239.26123 validation_1-mae:6134.94531 [491] validation_0-mae:5237.79590 validation_1-mae:6133.67090 [492] validation_0-mae:5235.93897 validation_1-mae:6133.79102 [493] validation_0-mae:5234.91602 validation_1-mae:6134.27686 [494] validation_0-mae:5230.44678 validation_1-mae:6133.95752 [495] validation_0-mae:5227.30859 validation_1-mae:6133.35742 [496] validation_0-mae:5225.70020 validation_1-mae:6133.49853 [497] validation_0-mae:5224.54980 validation_1-mae:6133.59668 [498] validation_0-mae:5223.59326 validation_1-mae:6133.79199 [499] validation_0-mae:5221.34619 validation_1-mae:6133.30127 [500] validation_0-mae:5219.99658 validation_1-mae:6133.44775 [501] validation_0-mae:5219.59814 validation_1-mae:6133.54590 [502] validation_0-mae:5217.35986 validation_1-mae:6132.42432 [503] validation_0-mae:5217.05420 validation_1-mae:6132.39600 [504] validation_0-mae:5216.21777 validation_1-mae:6132.21728 [505] validation_0-mae:5215.17334 validation_1-mae:6132.19385 [506] validation_0-mae:5214.84228 validation_1-mae:6131.98682 [507] validation_0-mae:5214.62647 validation_1-mae:6131.94678 [508] validation_0-mae:5213.62402 validation_1-mae:6132.32373 [509] validation_0-mae:5211.55615 validation_1-mae:6132.87988 [510] validation_0-mae:5209.29736 validation_1-mae:6131.94775 [511] validation_0-mae:5207.02832 validation_1-mae:6132.07666 [512] validation_0-mae:5204.98877 validation_1-mae:6132.85547 [513] validation_0-mae:5203.29785 validation_1-mae:6133.06934 [514] validation_0-mae:5201.89795 validation_1-mae:6133.17920 [515] validation_0-mae:5200.39697 validation_1-mae:6132.73291 [516] validation_0-mae:5198.96436 validation_1-mae:6132.03857 [517] validation_0-mae:5197.45752 validation_1-mae:6131.94336 [518] validation_0-mae:5196.67822 validation_1-mae:6132.28711 [519] validation_0-mae:5195.22803 validation_1-mae:6131.95654 [520] validation_0-mae:5193.33154 validation_1-mae:6130.84277 [521] validation_0-mae:5191.32520 validation_1-mae:6129.12598 [522] validation_0-mae:5190.24756 validation_1-mae:6128.37353 [523] validation_0-mae:5188.91797 validation_1-mae:6127.92969 [524] validation_0-mae:5185.95117 validation_1-mae:6127.71533 [525] validation_0-mae:5184.17773 validation_1-mae:6126.65088 [526] validation_0-mae:5182.95654 validation_1-mae:6126.01465 [527] validation_0-mae:5180.59131 validation_1-mae:6125.50488 [528] validation_0-mae:5179.57764 validation_1-mae:6125.58057 [529] validation_0-mae:5178.52637 validation_1-mae:6125.57520 [530] validation_0-mae:5177.45410 validation_1-mae:6125.36572 [531] validation_0-mae:5175.55762 validation_1-mae:6125.05762 [532] validation_0-mae:5174.35645 validation_1-mae:6124.77539 [533] validation_0-mae:5171.91309 validation_1-mae:6123.48730 [534] validation_0-mae:5168.87549 validation_1-mae:6124.07715 [535] validation_0-mae:5168.13184 validation_1-mae:6124.10986 [536] validation_0-mae:5167.95898 validation_1-mae:6124.06592 [537] validation_0-mae:5164.94385 validation_1-mae:6123.41016 [538] validation_0-mae:5163.43213 validation_1-mae:6123.90332 [539] validation_0-mae:5162.73877 validation_1-mae:6123.97363 [540] validation_0-mae:5161.45068 validation_1-mae:6122.88184 [541] validation_0-mae:5161.22412 validation_1-mae:6122.88916 [542] validation_0-mae:5159.02734 validation_1-mae:6122.85400 [543] validation_0-mae:5157.37402 validation_1-mae:6122.37891 [544] validation_0-mae:5156.28809 validation_1-mae:6121.97949 [545] validation_0-mae:5155.22559 validation_1-mae:6121.07227 [546] validation_0-mae:5154.76172 validation_1-mae:6121.03272 [547] validation_0-mae:5151.89795 validation_1-mae:6119.56250 [548] validation_0-mae:5150.74219 validation_1-mae:6120.03076 [549] validation_0-mae:5149.14258 validation_1-mae:6119.45996 [550] validation_0-mae:5146.55176 validation_1-mae:6118.35400 [551] validation_0-mae:5144.72119 validation_1-mae:6118.32275 [552] validation_0-mae:5143.08398 validation_1-mae:6117.28125 [553] validation_0-mae:5139.97217 validation_1-mae:6116.82959 [554] validation_0-mae:5136.40137 validation_1-mae:6115.70850 [555] validation_0-mae:5134.92871 validation_1-mae:6115.34863 [556] validation_0-mae:5131.64893 validation_1-mae:6114.38721 [557] validation_0-mae:5128.48193 validation_1-mae:6112.87451 [558] validation_0-mae:5126.67969 validation_1-mae:6112.41846 [559] validation_0-mae:5124.80664 validation_1-mae:6111.30469 [560] validation_0-mae:5123.70020 validation_1-mae:6110.76514 [561] validation_0-mae:5122.70020 validation_1-mae:6111.10059 [562] validation_0-mae:5122.47900 validation_1-mae:6111.01562 [563] validation_0-mae:5119.23096 validation_1-mae:6109.06787 [564] validation_0-mae:5118.09228 validation_1-mae:6108.79688 [565] validation_0-mae:5116.70557 validation_1-mae:6107.61377 [566] validation_0-mae:5113.11816 validation_1-mae:6105.77686 [567] validation_0-mae:5110.33984 validation_1-mae:6104.16016 [568] validation_0-mae:5108.67969 validation_1-mae:6104.55176 [569] validation_0-mae:5105.80469 validation_1-mae:6103.56152 [570] validation_0-mae:5103.24707 validation_1-mae:6102.25244 [571] validation_0-mae:5102.10449 validation_1-mae:6101.88477 [572] validation_0-mae:5101.10840 validation_1-mae:6101.52832 [573] validation_0-mae:5099.93408 validation_1-mae:6101.06445 [574] validation_0-mae:5098.89160 validation_1-mae:6100.89600 [575] validation_0-mae:5095.39209 validation_1-mae:6099.31543 [576] validation_0-mae:5094.86670 validation_1-mae:6099.18311 [577] validation_0-mae:5094.43115 validation_1-mae:6099.20508 [578] validation_0-mae:5092.42236 validation_1-mae:6098.55762 [579] validation_0-mae:5091.44434 validation_1-mae:6098.35889 [580] validation_0-mae:5090.70117 validation_1-mae:6098.16211 [581] validation_0-mae:5090.63867 validation_1-mae:6098.24902 [582] validation_0-mae:5089.69824 validation_1-mae:6098.97607 [583] validation_0-mae:5086.78711 validation_1-mae:6098.53662 [584] validation_0-mae:5084.81445 validation_1-mae:6098.16699 [585] validation_0-mae:5081.95752 validation_1-mae:6096.68311 [586] validation_0-mae:5079.98438 validation_1-mae:6096.09668 [587] validation_0-mae:5077.39062 validation_1-mae:6095.23389 [588] validation_0-mae:5075.00293 validation_1-mae:6094.48730 [589] validation_0-mae:5073.74853 validation_1-mae:6094.18066 [590] validation_0-mae:5071.95850 validation_1-mae:6093.59375 [591] validation_0-mae:5071.29199 validation_1-mae:6093.48633 [592] validation_0-mae:5070.02148 validation_1-mae:6092.94336 [593] validation_0-mae:5067.72314 validation_1-mae:6092.64746 [594] validation_0-mae:5067.09473 validation_1-mae:6092.57422 [595] validation_0-mae:5065.91309 validation_1-mae:6092.61816 [596] validation_0-mae:5064.13525 validation_1-mae:6092.23584 [597] validation_0-mae:5062.54004 validation_1-mae:6092.51514 [598] validation_0-mae:5062.14453 validation_1-mae:6092.52539 [599] validation_0-mae:5062.02588 validation_1-mae:6092.51172 [600] validation_0-mae:5061.21875 validation_1-mae:6092.35547 [601] validation_0-mae:5058.72998 validation_1-mae:6090.61475 [602] validation_0-mae:5058.17920 validation_1-mae:6090.68945 [603] validation_0-mae:5058.05811 validation_1-mae:6090.71680 [604] validation_0-mae:5057.01514 validation_1-mae:6091.10986 [605] validation_0-mae:5056.42822 validation_1-mae:6090.57129 [606] validation_0-mae:5056.37012 validation_1-mae:6090.63623 [607] validation_0-mae:5055.48926 validation_1-mae:6090.49170 [608] validation_0-mae:5052.99023 validation_1-mae:6089.79639 [609] validation_0-mae:5051.50147 validation_1-mae:6089.67041 [610] validation_0-mae:5049.12305 validation_1-mae:6088.29004 [611] validation_0-mae:5048.02490 validation_1-mae:6088.21826 [612] validation_0-mae:5047.04736 validation_1-mae:6089.11816 [613] validation_0-mae:5045.64307 validation_1-mae:6088.73926 [614] validation_0-mae:5044.03564 validation_1-mae:6088.84424 [615] validation_0-mae:5042.56201 validation_1-mae:6088.55908 [616] validation_0-mae:5041.92236 validation_1-mae:6088.65478 [617] validation_0-mae:5039.94287 validation_1-mae:6088.16895 [618] validation_0-mae:5038.48584 validation_1-mae:6087.84814 [619] validation_0-mae:5037.77295 validation_1-mae:6087.98047 [620] validation_0-mae:5036.16309 validation_1-mae:6088.49756 [621] validation_0-mae:5034.43994 validation_1-mae:6087.40674 [622] validation_0-mae:5031.80127 validation_1-mae:6087.07715 [623] validation_0-mae:5029.97266 validation_1-mae:6087.08887 [624] validation_0-mae:5028.40918 validation_1-mae:6087.73975 [625] validation_0-mae:5026.63867 validation_1-mae:6086.86475 [626] validation_0-mae:5024.80225 validation_1-mae:6086.61523 [627] validation_0-mae:5023.74072 validation_1-mae:6086.04297 [628] validation_0-mae:5021.84375 validation_1-mae:6085.25781 [629] validation_0-mae:5021.36084 validation_1-mae:6085.00195 [630] validation_0-mae:5019.43213 validation_1-mae:6084.17285 [631] validation_0-mae:5017.49219 validation_1-mae:6083.23828 [632] validation_0-mae:5015.41943 validation_1-mae:6082.79883 [633] validation_0-mae:5013.59033 validation_1-mae:6083.38135 [634] validation_0-mae:5011.66406 validation_1-mae:6083.31494 [635] validation_0-mae:5010.77539 validation_1-mae:6083.26904 [636] validation_0-mae:5008.35303 validation_1-mae:6082.65186 [637] validation_0-mae:5007.64941 validation_1-mae:6082.89111 [638] validation_0-mae:5005.05713 validation_1-mae:6081.81836 [639] validation_0-mae:5002.82373 validation_1-mae:6081.86719 [640] validation_0-mae:5002.16846 validation_1-mae:6081.34228 [641] validation_0-mae:4999.95996 validation_1-mae:6082.12061 [642] validation_0-mae:4998.61377 validation_1-mae:6082.33936 [643] validation_0-mae:4998.41260 validation_1-mae:6082.51953 [644] validation_0-mae:4996.86719 validation_1-mae:6081.92236 [645] validation_0-mae:4994.18799 validation_1-mae:6081.67529 [646] validation_0-mae:4992.96094 validation_1-mae:6081.80762 [647] validation_0-mae:4991.05176 validation_1-mae:6081.74463 [648] validation_0-mae:4990.06543 validation_1-mae:6081.53320 [649] validation_0-mae:4988.17139 validation_1-mae:6081.08057 [650] validation_0-mae:4986.64990 validation_1-mae:6080.13770 [651] validation_0-mae:4985.03369 validation_1-mae:6079.88770 [652] validation_0-mae:4984.64941 validation_1-mae:6079.62842 [653] validation_0-mae:4983.01562 validation_1-mae:6079.81787 [654] validation_0-mae:4981.37353 validation_1-mae:6078.99658 [655] validation_0-mae:4979.14355 validation_1-mae:6078.30664 [656] validation_0-mae:4977.61963 validation_1-mae:6078.02686 [657] validation_0-mae:4977.20508 validation_1-mae:6077.95605 [658] validation_0-mae:4976.52539 validation_1-mae:6077.72168 [659] validation_0-mae:4976.16309 validation_1-mae:6077.71387 [660] validation_0-mae:4975.82568 validation_1-mae:6077.76611 [661] validation_0-mae:4974.47754 validation_1-mae:6077.11230 [662] validation_0-mae:4972.38428 validation_1-mae:6076.70752 [663] validation_0-mae:4971.13428 validation_1-mae:6076.67822 [664] validation_0-mae:4970.94971 validation_1-mae:6076.67871 [665] validation_0-mae:4969.74170 validation_1-mae:6076.69873 [666] validation_0-mae:4968.18652 validation_1-mae:6076.32812 [667] validation_0-mae:4966.39893 validation_1-mae:6076.23340 [668] validation_0-mae:4964.83154 validation_1-mae:6076.75147 [669] validation_0-mae:4964.01074 validation_1-mae:6076.96728 [670] validation_0-mae:4963.47510 validation_1-mae:6077.36475 [671] validation_0-mae:4962.88623 validation_1-mae:6077.29736 [672] validation_0-mae:4961.91748 validation_1-mae:6077.15527 [673] validation_0-mae:4961.11963 validation_1-mae:6077.01562 [674] validation_0-mae:4959.93750 validation_1-mae:6076.58301 [675] validation_0-mae:4958.32861 validation_1-mae:6076.81787 [676] validation_0-mae:4956.52832 validation_1-mae:6076.41260 [677] validation_0-mae:4954.40137 validation_1-mae:6075.61719 [678] validation_0-mae:4950.93066 validation_1-mae:6075.79102 [679] validation_0-mae:4948.77100 validation_1-mae:6076.26855 [680] validation_0-mae:4946.89307 validation_1-mae:6074.98584 [681] validation_0-mae:4944.75049 validation_1-mae:6073.96631 [682] validation_0-mae:4941.17871 validation_1-mae:6073.15234 [683] validation_0-mae:4940.07910 validation_1-mae:6073.30420 [684] validation_0-mae:4938.47217 validation_1-mae:6073.04346 [685] validation_0-mae:4937.48779 validation_1-mae:6073.91895 [686] validation_0-mae:4936.30176 validation_1-mae:6073.89258 [687] validation_0-mae:4932.88965 validation_1-mae:6072.52881 [688] validation_0-mae:4931.86719 validation_1-mae:6072.40869 [689] validation_0-mae:4931.15967 validation_1-mae:6072.04395 [690] validation_0-mae:4929.56348 validation_1-mae:6071.81397 [691] validation_0-mae:4926.52197 validation_1-mae:6069.76758 [692] validation_0-mae:4925.22705 validation_1-mae:6069.89453 [693] validation_0-mae:4924.92041 validation_1-mae:6069.85010 [694] validation_0-mae:4922.88379 validation_1-mae:6069.72412 [695] validation_0-mae:4920.72705 validation_1-mae:6068.84473 [696] validation_0-mae:4919.86719 validation_1-mae:6069.02686 [697] validation_0-mae:4918.00049 validation_1-mae:6068.02393 [698] validation_0-mae:4916.84961 validation_1-mae:6067.94775 [699] validation_0-mae:4915.99951 validation_1-mae:6068.03613 [700] validation_0-mae:4914.81592 validation_1-mae:6068.11035 [701] validation_0-mae:4912.77051 validation_1-mae:6067.64893 [702] validation_0-mae:4911.44482 validation_1-mae:6066.96582 [703] validation_0-mae:4910.50830 validation_1-mae:6066.85059 [704] validation_0-mae:4909.01318 validation_1-mae:6066.41943 [705] validation_0-mae:4908.82910 validation_1-mae:6066.37549 [706] validation_0-mae:4907.92041 validation_1-mae:6066.75049 [707] validation_0-mae:4906.60400 validation_1-mae:6065.64600 [708] validation_0-mae:4906.40478 validation_1-mae:6065.42139 [709] validation_0-mae:4905.25635 validation_1-mae:6064.89453 [710] validation_0-mae:4904.41357 validation_1-mae:6064.69189 [711] validation_0-mae:4902.41895 validation_1-mae:6064.97510 [712] validation_0-mae:4902.08594 validation_1-mae:6065.00147 [713] validation_0-mae:4900.32178 validation_1-mae:6065.37695 [714] validation_0-mae:4899.57715 validation_1-mae:6065.55322 [715] validation_0-mae:4898.40137 validation_1-mae:6065.45850 [716] validation_0-mae:4898.18994 validation_1-mae:6065.44043 [717] validation_0-mae:4896.94824 validation_1-mae:6065.46484 [718] validation_0-mae:4893.29639 validation_1-mae:6065.64551 [719] validation_0-mae:4892.36816 validation_1-mae:6065.31787 [720] validation_0-mae:4890.52441 validation_1-mae:6065.79150 [721] validation_0-mae:4888.80273 validation_1-mae:6065.42773 [722] validation_0-mae:4886.60303 validation_1-mae:6065.09033 [723] validation_0-mae:4884.81934 validation_1-mae:6064.02832 [724] validation_0-mae:4883.25439 validation_1-mae:6062.81641 [725] validation_0-mae:4881.65674 validation_1-mae:6061.84326 [726] validation_0-mae:4880.03711 validation_1-mae:6061.44971 [727] validation_0-mae:4878.97559 validation_1-mae:6061.36328 [728] validation_0-mae:4876.76172 validation_1-mae:6061.11084 [729] validation_0-mae:4874.60498 validation_1-mae:6060.11816 [730] validation_0-mae:4873.02344 validation_1-mae:6060.23145 [731] validation_0-mae:4871.78516 validation_1-mae:6060.20117 [732] validation_0-mae:4870.74170 validation_1-mae:6060.15430 [733] validation_0-mae:4869.39551 validation_1-mae:6060.11768 [734] validation_0-mae:4868.50147 validation_1-mae:6060.02588 [735] validation_0-mae:4867.21631 validation_1-mae:6059.25342 [736] validation_0-mae:4864.34131 validation_1-mae:6058.12842 [737] validation_0-mae:4862.10938 validation_1-mae:6057.42676 [738] validation_0-mae:4861.69336 validation_1-mae:6057.51221 [739] validation_0-mae:4860.59863 validation_1-mae:6057.27734 [740] validation_0-mae:4859.09424 validation_1-mae:6056.48340 [741] validation_0-mae:4857.89795 validation_1-mae:6056.18994 [742] validation_0-mae:4856.56445 validation_1-mae:6055.57324 [743] validation_0-mae:4855.47363 validation_1-mae:6055.23047 [744] validation_0-mae:4854.49707 validation_1-mae:6054.90234 [745] validation_0-mae:4852.67969 validation_1-mae:6054.43408 [746] validation_0-mae:4851.70361 validation_1-mae:6053.98340 [747] validation_0-mae:4850.14746 validation_1-mae:6053.88477 [748] validation_0-mae:4848.37207 validation_1-mae:6053.12793 [749] validation_0-mae:4845.62451 validation_1-mae:6051.76611 [750] validation_0-mae:4844.19580 validation_1-mae:6051.06055 [751] validation_0-mae:4842.38037 validation_1-mae:6050.93262 [752] validation_0-mae:4840.44580 validation_1-mae:6050.63525 [753] validation_0-mae:4839.18311 validation_1-mae:6050.83643 [754] validation_0-mae:4837.09863 validation_1-mae:6050.16504 [755] validation_0-mae:4835.90430 validation_1-mae:6050.04590 [756] validation_0-mae:4834.51221 validation_1-mae:6049.79102 [757] validation_0-mae:4832.65967 validation_1-mae:6049.38721 [758] validation_0-mae:4831.70850 validation_1-mae:6050.05859 [759] validation_0-mae:4829.55322 validation_1-mae:6050.39746 [760] validation_0-mae:4828.09766 validation_1-mae:6049.80469 [761] validation_0-mae:4826.69629 validation_1-mae:6049.01660 [762] validation_0-mae:4823.93750 validation_1-mae:6049.81592 [763] validation_0-mae:4821.89502 validation_1-mae:6049.27881 [764] validation_0-mae:4820.37793 validation_1-mae:6049.54932 [765] validation_0-mae:4819.49805 validation_1-mae:6048.55664 [766] validation_0-mae:4816.92480 validation_1-mae:6048.21875 [767] validation_0-mae:4815.14111 validation_1-mae:6048.20703 [768] validation_0-mae:4814.29443 validation_1-mae:6048.28906 [769] validation_0-mae:4812.91113 validation_1-mae:6047.63428 [770] validation_0-mae:4812.84522 validation_1-mae:6047.63232 [771] validation_0-mae:4812.08350 validation_1-mae:6047.54883 [772] validation_0-mae:4810.79150 validation_1-mae:6046.85889 [773] validation_0-mae:4809.45508 validation_1-mae:6046.11572 [774] validation_0-mae:4808.35791 validation_1-mae:6046.02393 [775] validation_0-mae:4806.07129 validation_1-mae:6046.32568 [776] validation_0-mae:4804.74658 validation_1-mae:6046.14990 [777] validation_0-mae:4801.48389 validation_1-mae:6045.09180 [778] validation_0-mae:4798.73730 validation_1-mae:6043.90332 [779] validation_0-mae:4797.67578 validation_1-mae:6043.94727 [780] validation_0-mae:4795.55713 validation_1-mae:6043.29883 [781] validation_0-mae:4793.88965 validation_1-mae:6043.26465 [782] validation_0-mae:4791.17529 validation_1-mae:6042.85547 [783] validation_0-mae:4790.00000 validation_1-mae:6042.25000 [784] validation_0-mae:4787.51562 validation_1-mae:6041.68311 [785] validation_0-mae:4786.36621 validation_1-mae:6041.30469 [786] validation_0-mae:4785.00928 validation_1-mae:6040.44580 [787] validation_0-mae:4783.55225 validation_1-mae:6040.06103 [788] validation_0-mae:4782.71924 validation_1-mae:6040.16211 [789] validation_0-mae:4781.61084 validation_1-mae:6040.05420 [790] validation_0-mae:4779.54004 validation_1-mae:6039.29883 [791] validation_0-mae:4777.95898 validation_1-mae:6038.99561 [792] validation_0-mae:4776.66260 validation_1-mae:6038.70264 [793] validation_0-mae:4776.17773 validation_1-mae:6038.52441 [794] validation_0-mae:4775.36182 validation_1-mae:6038.66357 [795] validation_0-mae:4773.75977 validation_1-mae:6038.40820 [796] validation_0-mae:4772.77100 validation_1-mae:6038.50781 [797] validation_0-mae:4772.48730 validation_1-mae:6038.70508 [798] validation_0-mae:4771.64648 validation_1-mae:6038.80127 [799] validation_0-mae:4771.58643 validation_1-mae:6038.81592 [800] validation_0-mae:4769.42480 validation_1-mae:6038.11035 [801] validation_0-mae:4768.41650 validation_1-mae:6037.79688 [802] validation_0-mae:4766.19141 validation_1-mae:6037.61084 [803] validation_0-mae:4765.32080 validation_1-mae:6037.54199 [804] validation_0-mae:4765.20508 validation_1-mae:6037.46191 [805] validation_0-mae:4764.09668 validation_1-mae:6037.47607 [806] validation_0-mae:4762.59180 validation_1-mae:6037.19629 [807] validation_0-mae:4760.99512 validation_1-mae:6037.00049 [808] validation_0-mae:4760.38379 validation_1-mae:6036.78272 [809] validation_0-mae:4759.63281 validation_1-mae:6036.67578 [810] validation_0-mae:4758.26807 validation_1-mae:6036.02832 [811] validation_0-mae:4757.11865 validation_1-mae:6035.80176 [812] validation_0-mae:4757.09228 validation_1-mae:6035.89111 [813] validation_0-mae:4756.20117 validation_1-mae:6035.88770 [814] validation_0-mae:4755.04688 validation_1-mae:6036.14697 [815] validation_0-mae:4753.50635 validation_1-mae:6036.16406 [816] validation_0-mae:4752.02100 validation_1-mae:6035.89600 [817] validation_0-mae:4750.21533 validation_1-mae:6036.26562 [818] validation_0-mae:4748.91113 validation_1-mae:6036.36719 [819] validation_0-mae:4745.97656 validation_1-mae:6035.38184 [820] validation_0-mae:4742.90283 validation_1-mae:6034.73340 [821] validation_0-mae:4741.10059 validation_1-mae:6034.89258 [822] validation_0-mae:4739.82617 validation_1-mae:6034.49756 [823] validation_0-mae:4738.59326 validation_1-mae:6034.27978 [824] validation_0-mae:4735.98438 validation_1-mae:6033.07812 [825] validation_0-mae:4734.08301 validation_1-mae:6032.53125 [826] validation_0-mae:4732.07617 validation_1-mae:6031.52100 [827] validation_0-mae:4730.71631 validation_1-mae:6031.60400 [828] validation_0-mae:4728.25000 validation_1-mae:6031.51123 [829] validation_0-mae:4725.87842 validation_1-mae:6030.80322 [830] validation_0-mae:4724.05273 validation_1-mae:6030.99853 [831] validation_0-mae:4723.06348 validation_1-mae:6031.33057 [832] validation_0-mae:4722.20459 validation_1-mae:6031.08887 [833] validation_0-mae:4720.72559 validation_1-mae:6030.38525 [834] validation_0-mae:4720.20166 validation_1-mae:6030.45312 [835] validation_0-mae:4718.69531 validation_1-mae:6030.36816 [836] validation_0-mae:4717.54932 validation_1-mae:6030.19873 [837] validation_0-mae:4715.27051 validation_1-mae:6029.64990 [838] validation_0-mae:4713.13916 validation_1-mae:6029.16895 [839] validation_0-mae:4710.33008 validation_1-mae:6029.35791 [840] validation_0-mae:4708.69238 validation_1-mae:6029.66748 [841] validation_0-mae:4705.91846 validation_1-mae:6029.98926 [842] validation_0-mae:4704.54248 validation_1-mae:6029.51416 [843] validation_0-mae:4703.02686 validation_1-mae:6029.56543 [844] validation_0-mae:4701.41943 validation_1-mae:6030.02734 [845] validation_0-mae:4699.51514 validation_1-mae:6029.67480 [846] validation_0-mae:4699.01172 validation_1-mae:6029.78760 [847] validation_0-mae:4697.57080 validation_1-mae:6029.29199 [848] validation_0-mae:4696.04150 validation_1-mae:6029.89551 [849] validation_0-mae:4694.20312 validation_1-mae:6030.85645 [850] validation_0-mae:4692.86475 validation_1-mae:6031.13477 [851] validation_0-mae:4691.65723 validation_1-mae:6031.50732 [852] validation_0-mae:4690.31885 validation_1-mae:6031.53760 [853] validation_0-mae:4688.45605 validation_1-mae:6031.73877 [854] validation_0-mae:4687.75928 validation_1-mae:6031.77295 [855] validation_0-mae:4686.67773 validation_1-mae:6031.42285 [856] validation_0-mae:4685.52051 validation_1-mae:6031.95752 [857] validation_0-mae:4685.22412 validation_1-mae:6031.94922 [858] validation_0-mae:4683.96826 validation_1-mae:6031.53174 [859] validation_0-mae:4683.63574 validation_1-mae:6031.49463 [860] validation_0-mae:4683.40381 validation_1-mae:6031.50732 [861] validation_0-mae:4683.34522 validation_1-mae:6031.54688 [862] validation_0-mae:4681.87305 validation_1-mae:6031.68750 [863] validation_0-mae:4681.83984 validation_1-mae:6031.74365 [864] validation_0-mae:4680.92090 validation_1-mae:6031.73145 [865] validation_0-mae:4679.90527 validation_1-mae:6031.73877 [866] validation_0-mae:4677.36475 validation_1-mae:6030.70264 [867] validation_0-mae:4675.59473 validation_1-mae:6029.96094 [868] validation_0-mae:4673.62744 validation_1-mae:6029.77930 [869] validation_0-mae:4671.98486 validation_1-mae:6028.65234 [870] validation_0-mae:4669.80518 validation_1-mae:6028.30029 [871] validation_0-mae:4668.07324 validation_1-mae:6027.31494 [872] validation_0-mae:4666.57275 validation_1-mae:6027.52832 [873] validation_0-mae:4663.79541 validation_1-mae:6026.72070 [874] validation_0-mae:4662.58105 validation_1-mae:6026.92383 [875] validation_0-mae:4661.16211 validation_1-mae:6027.17822 [876] validation_0-mae:4659.78076 validation_1-mae:6027.11182 [877] validation_0-mae:4658.30322 validation_1-mae:6026.54297 [878] validation_0-mae:4657.23730 validation_1-mae:6026.56348 [879] validation_0-mae:4656.02881 validation_1-mae:6026.76367 [880] validation_0-mae:4654.44385 validation_1-mae:6026.29443 [881] validation_0-mae:4653.49658 validation_1-mae:6025.97266 [882] validation_0-mae:4651.89795 validation_1-mae:6025.21436 [883] validation_0-mae:4650.67432 validation_1-mae:6024.91650 [884] validation_0-mae:4649.15527 validation_1-mae:6024.24805 [885] validation_0-mae:4648.51709 validation_1-mae:6024.12598 [886] validation_0-mae:4647.29297 validation_1-mae:6023.91064 [887] validation_0-mae:4645.94727 validation_1-mae:6024.18652 [888] validation_0-mae:4643.78467 validation_1-mae:6023.87061 [889] validation_0-mae:4642.44629 validation_1-mae:6023.81836 [890] validation_0-mae:4640.89453 validation_1-mae:6023.55566 [891] validation_0-mae:4639.87500 validation_1-mae:6023.87891 [892] validation_0-mae:4639.52881 validation_1-mae:6023.90478 [893] validation_0-mae:4638.51855 validation_1-mae:6023.63379 [894] validation_0-mae:4638.01904 validation_1-mae:6023.48730 [895] validation_0-mae:4636.97217 validation_1-mae:6023.75049 [896] validation_0-mae:4636.29980 validation_1-mae:6023.30420 [897] validation_0-mae:4635.67676 validation_1-mae:6023.26123 [898] validation_0-mae:4635.40381 validation_1-mae:6023.31641 [899] validation_0-mae:4634.59961 validation_1-mae:6023.27100 [900] validation_0-mae:4632.47314 validation_1-mae:6022.76221 [901] validation_0-mae:4631.39160 validation_1-mae:6023.21680 [902] validation_0-mae:4630.98633 validation_1-mae:6023.18652 [903] validation_0-mae:4630.86572 validation_1-mae:6023.10645 [904] validation_0-mae:4629.94873 validation_1-mae:6022.83936 [905] validation_0-mae:4628.50391 validation_1-mae:6022.34766 [906] validation_0-mae:4627.51221 validation_1-mae:6022.88232 [907] validation_0-mae:4626.46045 validation_1-mae:6023.19580 [908] validation_0-mae:4624.92969 validation_1-mae:6022.80762 [909] validation_0-mae:4623.70557 validation_1-mae:6022.46777 [910] validation_0-mae:4622.71533 validation_1-mae:6022.07861 [911] validation_0-mae:4620.93262 validation_1-mae:6022.42432 [912] validation_0-mae:4619.49365 validation_1-mae:6022.80029 [913] validation_0-mae:4618.11084 validation_1-mae:6022.47510 [914] validation_0-mae:4616.72070 validation_1-mae:6021.49414 [915] validation_0-mae:4616.22559 validation_1-mae:6021.57275 [916] validation_0-mae:4614.83789 validation_1-mae:6021.05615 [917] validation_0-mae:4613.18311 validation_1-mae:6021.81982 [918] validation_0-mae:4611.95508 validation_1-mae:6022.10840 [919] validation_0-mae:4610.77832 validation_1-mae:6021.93848 [920] validation_0-mae:4609.55859 validation_1-mae:6021.93018 [921] validation_0-mae:4609.33740 validation_1-mae:6021.87305 [922] validation_0-mae:4608.39307 validation_1-mae:6021.84033 [923] validation_0-mae:4606.68213 validation_1-mae:6021.98389 [924] validation_0-mae:4605.80518 validation_1-mae:6021.98193 [925] validation_0-mae:4604.11377 validation_1-mae:6021.30322 [926] validation_0-mae:4603.16602 validation_1-mae:6020.96826 [927] validation_0-mae:4602.55811 validation_1-mae:6020.86816 [928] validation_0-mae:4602.39990 validation_1-mae:6020.89697 [929] validation_0-mae:4601.04736 validation_1-mae:6020.44775 [930] validation_0-mae:4599.79199 validation_1-mae:6020.53564 [931] validation_0-mae:4598.91895 validation_1-mae:6020.24512 [932] validation_0-mae:4597.92920 validation_1-mae:6020.58496 [933] validation_0-mae:4596.10938 validation_1-mae:6020.31397 [934] validation_0-mae:4594.57520 validation_1-mae:6020.67822 [935] validation_0-mae:4593.78320 validation_1-mae:6020.39209 [936] validation_0-mae:4592.72022 validation_1-mae:6020.43750 [937] validation_0-mae:4591.67236 validation_1-mae:6020.55859 [938] validation_0-mae:4590.92529 validation_1-mae:6020.45264 [939] validation_0-mae:4589.91699 validation_1-mae:6020.61182 [940] validation_0-mae:4589.20117 validation_1-mae:6020.39600 [941] validation_0-mae:4588.39062 validation_1-mae:6020.22656 [942] validation_0-mae:4586.61230 validation_1-mae:6020.43311 [943] validation_0-mae:4585.67578 validation_1-mae:6020.22949 [944] validation_0-mae:4583.39600 validation_1-mae:6020.45410 [945] validation_0-mae:4581.59668 validation_1-mae:6020.60156 [946] validation_0-mae:4579.91455 validation_1-mae:6020.45459 [947] validation_0-mae:4579.27002 validation_1-mae:6020.37402 [948] validation_0-mae:4578.60156 validation_1-mae:6020.30469 [949] validation_0-mae:4577.69385 validation_1-mae:6020.01855 [950] validation_0-mae:4576.82080 validation_1-mae:6019.58838 [951] validation_0-mae:4575.77197 validation_1-mae:6019.61133 [952] validation_0-mae:4574.38623 validation_1-mae:6019.52100 [953] validation_0-mae:4571.91260 validation_1-mae:6019.17822 [954] validation_0-mae:4570.39648 validation_1-mae:6018.96924 [955] validation_0-mae:4568.44336 validation_1-mae:6019.90527 [956] validation_0-mae:4567.04785 validation_1-mae:6019.89062 [957] validation_0-mae:4565.43311 validation_1-mae:6020.59912 [958] validation_0-mae:4564.02197 validation_1-mae:6020.42285 [959] validation_0-mae:4563.34522 validation_1-mae:6020.59717 [960] validation_0-mae:4561.48926 validation_1-mae:6021.31885 [961] validation_0-mae:4560.91455 validation_1-mae:6020.96338 [962] validation_0-mae:4559.62256 validation_1-mae:6021.36621 [963] validation_0-mae:4558.22217 validation_1-mae:6021.05322 [964] validation_0-mae:4556.24316 validation_1-mae:6021.55957 [965] validation_0-mae:4554.78955 validation_1-mae:6021.62744 [966] validation_0-mae:4553.97168 validation_1-mae:6021.35742 [967] validation_0-mae:4553.50977 validation_1-mae:6021.77783 [968] validation_0-mae:4552.29346 validation_1-mae:6021.81738 [969] validation_0-mae:4551.63623 validation_1-mae:6022.08545 [970] validation_0-mae:4550.78369 validation_1-mae:6022.04004 [971] validation_0-mae:4550.13184 validation_1-mae:6022.05811 [972] validation_0-mae:4549.01904 validation_1-mae:6021.70557 [973] validation_0-mae:4547.68457 validation_1-mae:6021.22754 [974] validation_0-mae:4546.71045 validation_1-mae:6020.97705 [975] validation_0-mae:4545.23242 validation_1-mae:6020.82617 [976] validation_0-mae:4543.00439 validation_1-mae:6020.38623 [977] validation_0-mae:4542.66064 validation_1-mae:6020.28076 [978] validation_0-mae:4541.87647 validation_1-mae:6020.01270 [979] validation_0-mae:4540.27441 validation_1-mae:6019.60449 [980] validation_0-mae:4539.47656 validation_1-mae:6019.84033 [981] validation_0-mae:4538.08936 validation_1-mae:6019.87793 [982] validation_0-mae:4536.47900 validation_1-mae:6020.36768 [983] validation_0-mae:4535.80029 validation_1-mae:6020.67480 [984] validation_0-mae:4534.37549 validation_1-mae:6021.25049 [985] validation_0-mae:4533.26123 validation_1-mae:6020.81055 [986] validation_0-mae:4531.61963 validation_1-mae:6020.42139 [987] validation_0-mae:4531.04590 validation_1-mae:6020.29688 [988] validation_0-mae:4530.70752 validation_1-mae:6020.31592 [989] validation_0-mae:4529.24609 validation_1-mae:6019.93652 [990] validation_0-mae:4527.54590 validation_1-mae:6019.43213 [991] validation_0-mae:4527.41260 validation_1-mae:6019.29541 [992] validation_0-mae:4526.68652 validation_1-mae:6019.08887 [993] validation_0-mae:4526.08643 validation_1-mae:6019.13672 [994] validation_0-mae:4525.52637 validation_1-mae:6019.14307 [995] validation_0-mae:4524.02100 validation_1-mae:6019.16455 [996] validation_0-mae:4522.45801 validation_1-mae:6019.43994 [997] validation_0-mae:4521.26318 validation_1-mae:6018.70410 [998] validation_0-mae:4519.70947 validation_1-mae:6019.38086 [999] validation_0-mae:4518.34961 validation_1-mae:6019.71094 [1000] validation_0-mae:4517.61230 validation_1-mae:6019.37353 [1001] validation_0-mae:4516.97363 validation_1-mae:6019.49170 [1002] validation_0-mae:4515.93457 validation_1-mae:6019.51025 [1003] validation_0-mae:4514.70264 validation_1-mae:6020.24414 [1004] validation_0-mae:4512.09668 validation_1-mae:6020.14111 [1005] validation_0-mae:4510.93701 validation_1-mae:6019.49951 [1006] validation_0-mae:4508.52246 validation_1-mae:6019.36816 [1007] validation_0-mae:4507.28857 validation_1-mae:6019.10645 [1008] validation_0-mae:4506.91406 validation_1-mae:6019.09863 [1009] validation_0-mae:4506.14844 validation_1-mae:6018.97363 [1010] validation_0-mae:4504.60693 validation_1-mae:6017.77246 [1011] validation_0-mae:4504.57373 validation_1-mae:6017.74658 [1012] validation_0-mae:4503.71777 validation_1-mae:6017.48975 [1013] validation_0-mae:4503.17334 validation_1-mae:6017.43018 [1014] validation_0-mae:4502.63867 validation_1-mae:6017.70557 [1015] validation_0-mae:4501.74805 validation_1-mae:6017.50830 [1016] validation_0-mae:4500.80566 validation_1-mae:6017.72656 [1017] validation_0-mae:4499.82764 validation_1-mae:6017.65869 [1018] validation_0-mae:4497.81836 validation_1-mae:6018.24512 [1019] validation_0-mae:4496.30371 validation_1-mae:6017.82959 [1020] validation_0-mae:4493.58203 validation_1-mae:6017.85156 [1021] validation_0-mae:4491.88330 validation_1-mae:6018.00537 [1022] validation_0-mae:4489.97510 validation_1-mae:6017.48438 [1023] validation_0-mae:4488.71728 validation_1-mae:6017.77783 [1024] validation_0-mae:4487.69287 validation_1-mae:6018.05225 [1025] validation_0-mae:4486.15039 validation_1-mae:6018.48438 [1026] validation_0-mae:4485.09717 validation_1-mae:6018.01904 [1027] validation_0-mae:4483.50244 validation_1-mae:6017.47070 [1028] validation_0-mae:4481.99414 validation_1-mae:6017.29980 [1029] validation_0-mae:4481.55420 validation_1-mae:6017.18408 [1030] validation_0-mae:4480.54004 validation_1-mae:6017.47070 [1031] validation_0-mae:4479.97412 validation_1-mae:6017.23926 [1032] validation_0-mae:4478.32275 validation_1-mae:6017.30518 [1033] validation_0-mae:4477.13623 validation_1-mae:6017.88086 [1034] validation_0-mae:4476.24365 validation_1-mae:6017.64795 [1035] validation_0-mae:4475.19873 validation_1-mae:6017.59668 [1036] validation_0-mae:4473.83838 validation_1-mae:6017.51221 [1037] validation_0-mae:4472.84375 validation_1-mae:6017.44727 [1038] validation_0-mae:4472.01953 validation_1-mae:6017.79834 [1039] validation_0-mae:4470.19434 validation_1-mae:6018.05322 [1040] validation_0-mae:4469.06250 validation_1-mae:6018.27490 [1041] validation_0-mae:4467.91211 validation_1-mae:6018.29443 [1042] validation_0-mae:4467.39795 validation_1-mae:6018.75928 [1043] validation_0-mae:4467.33301 validation_1-mae:6018.75488 [1044] validation_0-mae:4466.73682 validation_1-mae:6018.97314 [1045] validation_0-mae:4465.12158 validation_1-mae:6019.37207 [1046] validation_0-mae:4463.32812 validation_1-mae:6019.51367 [1047] validation_0-mae:4462.52637 validation_1-mae:6019.02734 [1048] validation_0-mae:4461.78076 validation_1-mae:6019.01904 [1049] validation_0-mae:4461.75781 validation_1-mae:6019.02588 [1050] validation_0-mae:4461.31006 validation_1-mae:6019.38965 [1051] validation_0-mae:4460.29150 validation_1-mae:6019.02441 [1052] validation_0-mae:4458.72559 validation_1-mae:6018.28809 [1053] validation_0-mae:4457.14453 validation_1-mae:6018.63477 [1054] validation_0-mae:4455.86719 validation_1-mae:6019.01904 [1055] validation_0-mae:4454.49805 validation_1-mae:6018.63818 [1056] validation_0-mae:4452.85449 validation_1-mae:6018.83496 [1057] validation_0-mae:4451.75293 validation_1-mae:6019.49707 [1058] validation_0-mae:4450.87451 validation_1-mae:6019.32275 [1059] validation_0-mae:4449.51562 validation_1-mae:6019.99512 [1060] validation_0-mae:4448.57373 validation_1-mae:6020.08643 [1061] validation_0-mae:4447.71631 validation_1-mae:6019.74414 [1062] validation_0-mae:4447.20947 validation_1-mae:6019.93408 [1063] validation_0-mae:4446.16846 validation_1-mae:6019.44580 [1064] validation_0-mae:4444.74268 validation_1-mae:6019.39697 [1065] validation_0-mae:4443.22412 validation_1-mae:6019.38135 [1066] validation_0-mae:4442.18066 validation_1-mae:6019.02490 [1067] validation_0-mae:4441.21191 validation_1-mae:6019.12891 [1068] validation_0-mae:4440.51660 validation_1-mae:6018.99951 [1069] validation_0-mae:4439.79639 validation_1-mae:6019.31055 [1070] validation_0-mae:4438.25781 validation_1-mae:6019.29443 [1071] validation_0-mae:4436.87891 validation_1-mae:6018.98975 [1072] validation_0-mae:4435.06445 validation_1-mae:6018.31006 [1073] validation_0-mae:4434.33594 validation_1-mae:6018.06397 [1074] validation_0-mae:4432.98633 validation_1-mae:6018.13477 [1075] validation_0-mae:4431.59375 validation_1-mae:6018.12207 [1076] validation_0-mae:4431.36328 validation_1-mae:6018.10498 [1077] validation_0-mae:4430.06885 validation_1-mae:6018.00537 [1078] validation_0-mae:4429.07178 validation_1-mae:6017.60693 [1079] validation_0-mae:4428.12598 validation_1-mae:6017.79102 [1080] validation_0-mae:4427.18359 validation_1-mae:6017.25977 [1081] validation_0-mae:4426.39697 validation_1-mae:6016.79639 [1082] validation_0-mae:4425.35791 validation_1-mae:6017.32715 [1083] validation_0-mae:4423.90674 validation_1-mae:6017.10059 [1084] validation_0-mae:4423.09522 validation_1-mae:6016.95557 [1085] validation_0-mae:4422.17334 validation_1-mae:6016.53711 [1086] validation_0-mae:4421.50391 validation_1-mae:6016.91406 [1087] validation_0-mae:4420.22363 validation_1-mae:6016.83984 [1088] validation_0-mae:4419.50439 validation_1-mae:6016.72607 [1089] validation_0-mae:4418.65186 validation_1-mae:6016.91504 [1090] validation_0-mae:4417.65772 validation_1-mae:6017.23486 [1091] validation_0-mae:4416.39062 validation_1-mae:6017.26416 [1092] validation_0-mae:4415.02148 validation_1-mae:6016.72656 [1093] validation_0-mae:4414.27246 validation_1-mae:6016.99072 [1094] validation_0-mae:4413.43359 validation_1-mae:6016.64502 [1095] validation_0-mae:4412.55518 validation_1-mae:6016.55762 [1096] validation_0-mae:4410.12500 validation_1-mae:6015.82031 [1097] validation_0-mae:4408.62842 validation_1-mae:6015.01709 [1098] validation_0-mae:4407.08447 validation_1-mae:6015.44238 [1099] validation_0-mae:4405.84961 validation_1-mae:6015.22705 [1100] validation_0-mae:4404.36523 validation_1-mae:6015.51807 [1101] validation_0-mae:4403.22363 validation_1-mae:6014.95166 [1102] validation_0-mae:4402.04688 validation_1-mae:6015.25781 [1103] validation_0-mae:4400.07178 validation_1-mae:6015.23633 [1104] validation_0-mae:4399.51318 validation_1-mae:6015.40576 [1105] validation_0-mae:4397.35742 validation_1-mae:6015.43359 [1106] validation_0-mae:4396.42676 validation_1-mae:6015.52100 [1107] validation_0-mae:4394.74658 validation_1-mae:6015.26709 [1108] validation_0-mae:4393.77637 validation_1-mae:6015.44824 [1109] validation_0-mae:4393.08740 validation_1-mae:6015.26904 [1110] validation_0-mae:4391.77734 validation_1-mae:6014.80420 [1111] validation_0-mae:4391.34473 validation_1-mae:6014.81348 [1112] validation_0-mae:4390.02686 validation_1-mae:6014.06885 [1113] validation_0-mae:4388.58301 validation_1-mae:6013.99902 [1114] validation_0-mae:4387.88086 validation_1-mae:6013.78174 [1115] validation_0-mae:4386.89990 validation_1-mae:6013.64307 [1116] validation_0-mae:4385.13281 validation_1-mae:6013.00293 [1117] validation_0-mae:4384.29736 validation_1-mae:6013.10303 [1118] validation_0-mae:4382.91309 validation_1-mae:6013.15234 [1119] validation_0-mae:4382.32178 validation_1-mae:6013.02197 [1120] validation_0-mae:4381.07471 validation_1-mae:6012.43408 [1121] validation_0-mae:4379.24707 validation_1-mae:6011.98486 [1122] validation_0-mae:4378.91846 validation_1-mae:6011.96191 [1123] validation_0-mae:4377.75195 validation_1-mae:6011.28467 [1124] validation_0-mae:4376.85352 validation_1-mae:6010.93311 [1125] validation_0-mae:4376.06982 validation_1-mae:6011.30225 [1126] validation_0-mae:4374.28076 validation_1-mae:6010.76807 [1127] validation_0-mae:4373.35693 validation_1-mae:6010.88623 [1128] validation_0-mae:4372.37256 validation_1-mae:6010.68603 [1129] validation_0-mae:4370.82959 validation_1-mae:6011.04785 [1130] validation_0-mae:4370.24219 validation_1-mae:6011.24951 [1131] validation_0-mae:4368.80225 validation_1-mae:6011.44678 [1132] validation_0-mae:4368.63428 validation_1-mae:6011.32910 [1133] validation_0-mae:4367.31787 validation_1-mae:6011.25391 [1134] validation_0-mae:4366.20020 validation_1-mae:6011.16455 [1135] validation_0-mae:4365.01465 validation_1-mae:6010.81348 [1136] validation_0-mae:4363.22119 validation_1-mae:6009.88574 [1137] validation_0-mae:4362.35498 validation_1-mae:6010.03760 [1138] validation_0-mae:4361.29492 validation_1-mae:6009.59522 [1139] validation_0-mae:4359.68848 validation_1-mae:6009.21680 [1140] validation_0-mae:4357.81445 validation_1-mae:6008.65039 [1141] validation_0-mae:4356.85840 validation_1-mae:6008.63965 [1142] validation_0-mae:4355.08154 validation_1-mae:6008.45166 [1143] validation_0-mae:4354.07666 validation_1-mae:6008.84668 [1144] validation_0-mae:4353.23291 validation_1-mae:6009.29541 [1145] validation_0-mae:4352.35791 validation_1-mae:6009.34570 [1146] validation_0-mae:4351.09912 validation_1-mae:6009.15430 [1147] validation_0-mae:4350.15332 validation_1-mae:6009.37939 [1148] validation_0-mae:4349.23877 validation_1-mae:6009.52295 [1149] validation_0-mae:4348.17383 validation_1-mae:6009.10205 [1150] validation_0-mae:4347.20215 validation_1-mae:6009.05322 [1151] validation_0-mae:4346.45215 validation_1-mae:6009.26074 [1152] validation_0-mae:4344.93555 validation_1-mae:6008.82617 [1153] validation_0-mae:4343.78955 validation_1-mae:6008.97900 [1154] validation_0-mae:4342.96094 validation_1-mae:6008.85596 [1155] validation_0-mae:4341.29297 validation_1-mae:6008.51855 [1156] validation_0-mae:4339.65283 validation_1-mae:6008.08984 [1157] validation_0-mae:4338.09668 validation_1-mae:6007.81299 [1158] validation_0-mae:4337.16602 validation_1-mae:6007.40869 [1159] validation_0-mae:4336.29492 validation_1-mae:6007.64062 [1160] validation_0-mae:4334.67432 validation_1-mae:6007.40283 [1161] validation_0-mae:4333.35742 validation_1-mae:6007.16260 [1162] validation_0-mae:4332.54736 validation_1-mae:6007.57568 [1163] validation_0-mae:4331.78027 validation_1-mae:6007.87549 [1164] validation_0-mae:4331.04688 validation_1-mae:6007.85059 [1165] validation_0-mae:4330.47363 validation_1-mae:6007.69580 [1166] validation_0-mae:4328.70947 validation_1-mae:6007.52832 [1167] validation_0-mae:4326.81055 validation_1-mae:6007.68506 [1168] validation_0-mae:4325.83545 validation_1-mae:6007.67969 [1169] validation_0-mae:4325.39893 validation_1-mae:6007.62012 [1170] validation_0-mae:4324.84033 validation_1-mae:6007.75195 [1171] validation_0-mae:4323.72559 validation_1-mae:6007.33057 [1172] validation_0-mae:4321.85352 validation_1-mae:6007.85205 [1173] validation_0-mae:4320.97266 validation_1-mae:6007.92725 [1174] validation_0-mae:4319.62988 validation_1-mae:6008.41309 [1175] validation_0-mae:4318.69580 validation_1-mae:6008.09473 [1176] validation_0-mae:4317.89355 validation_1-mae:6008.29932 [1177] validation_0-mae:4317.09668 validation_1-mae:6007.83057 [1178] validation_0-mae:4316.16553 validation_1-mae:6007.79053 [1179] validation_0-mae:4314.65039 validation_1-mae:6008.24609 [1180] validation_0-mae:4314.01367 validation_1-mae:6008.17236 [1181] validation_0-mae:4313.03027 validation_1-mae:6007.85498 [1182] validation_0-mae:4312.61963 validation_1-mae:6008.06787 [1183] validation_0-mae:4311.90820 validation_1-mae:6007.97070 [1184] validation_0-mae:4310.89893 validation_1-mae:6007.66895 [1185] validation_0-mae:4310.11475 validation_1-mae:6007.60742 [1186] validation_0-mae:4309.37402 validation_1-mae:6007.70752 [1187] validation_0-mae:4308.36035 validation_1-mae:6007.60596 [1188] validation_0-mae:4307.74512 validation_1-mae:6007.41211 [1189] validation_0-mae:4306.40381 validation_1-mae:6007.00195 [1190] validation_0-mae:4305.27246 validation_1-mae:6007.06006 [1191] validation_0-mae:4304.64160 validation_1-mae:6007.01123 [1192] validation_0-mae:4303.97852 validation_1-mae:6007.11621 [1193] validation_0-mae:4303.31103 validation_1-mae:6007.23242 [1194] validation_0-mae:4302.59131 validation_1-mae:6007.03613 [1195] validation_0-mae:4301.66992 validation_1-mae:6007.04980 [1196] validation_0-mae:4300.89746 validation_1-mae:6006.88721 [1197] validation_0-mae:4300.44189 validation_1-mae:6006.95947 [1198] validation_0-mae:4300.33936 validation_1-mae:6006.95361 [1199] validation_0-mae:4300.31738 validation_1-mae:6006.97168 [1200] validation_0-mae:4299.60107 validation_1-mae:6007.12500 [1201] validation_0-mae:4298.94336 validation_1-mae:6007.32764 [1202] validation_0-mae:4297.86328 validation_1-mae:6006.82373 [1203] validation_0-mae:4297.72363 validation_1-mae:6006.91309 [1204] validation_0-mae:4297.00537 validation_1-mae:6006.76709 [1205] validation_0-mae:4296.04102 validation_1-mae:6006.53760 [1206] validation_0-mae:4295.45947 validation_1-mae:6006.95068 [1207] validation_0-mae:4294.28418 validation_1-mae:6006.97607 [1208] validation_0-mae:4293.50244 validation_1-mae:6006.88281 [1209] validation_0-mae:4293.37598 validation_1-mae:6006.80859 [1210] validation_0-mae:4292.99853 validation_1-mae:6007.02393 [1211] validation_0-mae:4292.10938 validation_1-mae:6006.59961 [1212] validation_0-mae:4291.30127 validation_1-mae:6006.74756 [1213] validation_0-mae:4290.64111 validation_1-mae:6006.42725 [1214] validation_0-mae:4289.65478 validation_1-mae:6006.09082 [1215] validation_0-mae:4288.98975 validation_1-mae:6005.73682 [1216] validation_0-mae:4288.34668 validation_1-mae:6005.71191 [1217] validation_0-mae:4288.27393 validation_1-mae:6005.61328 [1218] validation_0-mae:4287.69678 validation_1-mae:6005.68652 [1219] validation_0-mae:4286.53076 validation_1-mae:6005.57080 [1220] validation_0-mae:4285.82080 validation_1-mae:6005.33789 [1221] validation_0-mae:4284.77637 validation_1-mae:6005.49658 [1222] validation_0-mae:4284.01123 validation_1-mae:6005.59814 [1223] validation_0-mae:4283.66357 validation_1-mae:6005.53955 [1224] validation_0-mae:4283.59375 validation_1-mae:6005.56494 [1225] validation_0-mae:4282.91992 validation_1-mae:6005.44092 [1226] validation_0-mae:4281.53174 validation_1-mae:6005.50342 [1227] validation_0-mae:4280.29150 validation_1-mae:6005.71191 [1228] validation_0-mae:4279.53320 validation_1-mae:6005.85254 [1229] validation_0-mae:4278.50439 validation_1-mae:6005.67529 [1230] validation_0-mae:4277.10596 validation_1-mae:6005.25732 [1231] validation_0-mae:4276.40918 validation_1-mae:6005.11377 [1232] validation_0-mae:4275.25977 validation_1-mae:6004.64551 [1233] validation_0-mae:4273.24902 validation_1-mae:6003.31787 [1234] validation_0-mae:4272.54834 validation_1-mae:6003.23291 [1235] validation_0-mae:4271.36377 validation_1-mae:6002.71338 [1236] validation_0-mae:4270.59131 validation_1-mae:6002.53906 [1237] validation_0-mae:4269.88477 validation_1-mae:6002.23975 [1238] validation_0-mae:4268.72559 validation_1-mae:6002.51855 [1239] validation_0-mae:4267.46387 validation_1-mae:6002.82861 [1240] validation_0-mae:4265.60498 validation_1-mae:6002.06885 [1241] validation_0-mae:4264.64795 validation_1-mae:6001.67285 [1242] validation_0-mae:4263.64453 validation_1-mae:6001.93555 [1243] validation_0-mae:4262.95654 validation_1-mae:6001.97461 [1244] validation_0-mae:4262.30762 validation_1-mae:6002.02490 [1245] validation_0-mae:4261.63379 validation_1-mae:6001.96826 [1246] validation_0-mae:4260.95312 validation_1-mae:6001.73340 [1247] validation_0-mae:4260.31494 validation_1-mae:6002.03711 [1248] validation_0-mae:4259.25391 validation_1-mae:6002.03320 [1249] validation_0-mae:4258.30225 validation_1-mae:6001.73438 [1250] validation_0-mae:4256.62353 validation_1-mae:6001.33740 [1251] validation_0-mae:4255.22022 validation_1-mae:6001.18994 [1252] validation_0-mae:4254.19922 validation_1-mae:6000.60254 [1253] validation_0-mae:4253.02978 validation_1-mae:6000.57031 [1254] validation_0-mae:4251.97070 validation_1-mae:6000.10400 [1255] validation_0-mae:4251.36914 validation_1-mae:6000.03223 [1256] validation_0-mae:4250.02978 validation_1-mae:5999.86670 [1257] validation_0-mae:4248.94922 validation_1-mae:5999.94580 [1258] validation_0-mae:4248.05957 validation_1-mae:5999.91992 [1259] validation_0-mae:4246.94238 validation_1-mae:5999.96728 [1260] validation_0-mae:4246.28906 validation_1-mae:6000.33887 [1261] validation_0-mae:4245.21484 validation_1-mae:6000.60205 [1262] validation_0-mae:4243.82715 validation_1-mae:6000.38770 [1263] validation_0-mae:4242.30713 validation_1-mae:5999.90478 [1264] validation_0-mae:4241.57031 validation_1-mae:6000.09912 [1265] validation_0-mae:4239.80664 validation_1-mae:5999.60352 [1266] validation_0-mae:4239.42334 validation_1-mae:5999.61523 [1267] validation_0-mae:4238.80029 validation_1-mae:5999.98340 [1268] validation_0-mae:4237.38477 validation_1-mae:5999.93652 [1269] validation_0-mae:4235.95947 validation_1-mae:5999.77783 [1270] validation_0-mae:4234.61133 validation_1-mae:6000.41748 [1271] validation_0-mae:4233.38135 validation_1-mae:6000.29248 [1272] validation_0-mae:4232.35986 validation_1-mae:6000.33203 [1273] validation_0-mae:4231.36084 validation_1-mae:6000.20850 [1274] validation_0-mae:4230.52100 validation_1-mae:6000.23486 [1275] validation_0-mae:4229.88721 validation_1-mae:5999.70557 [1276] validation_0-mae:4229.43945 validation_1-mae:5999.29053 [1277] validation_0-mae:4227.89990 validation_1-mae:6000.10889 [1278] validation_0-mae:4227.28027 validation_1-mae:6000.08789 [1279] validation_0-mae:4226.31738 validation_1-mae:6000.21777 [1280] validation_0-mae:4225.03613 validation_1-mae:5999.96631 [1281] validation_0-mae:4224.21484 validation_1-mae:5999.95020 [1282] validation_0-mae:4222.89355 validation_1-mae:5999.83350 [1283] validation_0-mae:4222.31299 validation_1-mae:5999.69092 [1284] validation_0-mae:4221.20557 validation_1-mae:5999.87939 [1285] validation_0-mae:4220.39111 validation_1-mae:5999.70996 [1286] validation_0-mae:4219.83545 validation_1-mae:5999.78955 [1287] validation_0-mae:4219.02734 validation_1-mae:6000.15039 [1288] validation_0-mae:4217.97412 validation_1-mae:6000.30713 [1289] validation_0-mae:4217.12793 validation_1-mae:6000.59961 [1290] validation_0-mae:4216.22900 validation_1-mae:6000.75439 [1291] validation_0-mae:4215.17188 validation_1-mae:6000.80713 [1292] validation_0-mae:4214.24951 validation_1-mae:6000.83398 [1293] validation_0-mae:4212.69678 validation_1-mae:6000.71680 [1294] validation_0-mae:4211.45703 validation_1-mae:6001.21094 [1295] validation_0-mae:4210.26904 validation_1-mae:6000.53418 [1296] validation_0-mae:4209.86084 validation_1-mae:6000.34912 [1297] validation_0-mae:4208.93408 validation_1-mae:5999.78369 [1298] validation_0-mae:4208.23926 validation_1-mae:6000.14600 [1299] validation_0-mae:4207.71582 validation_1-mae:6000.21582 [1300] validation_0-mae:4206.83154 validation_1-mae:5999.65039 [1301] validation_0-mae:4205.77344 validation_1-mae:5999.82764 [1302] validation_0-mae:4205.04004 validation_1-mae:5999.61426 [1303] validation_0-mae:4204.11377 validation_1-mae:5999.60205 [1304] validation_0-mae:4203.52441 validation_1-mae:5999.79443 [1305] validation_0-mae:4203.04102 validation_1-mae:5999.57080 [1306] validation_0-mae:4202.00537 validation_1-mae:5999.17383 [1307] validation_0-mae:4201.01416 validation_1-mae:5999.34570 [1308] validation_0-mae:4199.76367 validation_1-mae:6000.19336 [1309] validation_0-mae:4198.79248 validation_1-mae:6000.67090 [1310] validation_0-mae:4198.28320 validation_1-mae:6000.57422 [1311] validation_0-mae:4196.07520 validation_1-mae:6000.53711 [1312] validation_0-mae:4195.08398 validation_1-mae:6000.24561 [1313] validation_0-mae:4194.02686 validation_1-mae:5999.78857 [1314] validation_0-mae:4193.52100 validation_1-mae:5999.96533 [1315] validation_0-mae:4192.91406 validation_1-mae:5999.83057 [1316] validation_0-mae:4192.03516 validation_1-mae:5999.58008 [1317] validation_0-mae:4191.85449 validation_1-mae:5999.66113 [1318] validation_0-mae:4191.25635 validation_1-mae:5999.81885 [1319] validation_0-mae:4190.19434 validation_1-mae:5999.65576 [1320] validation_0-mae:4189.66846 validation_1-mae:5999.60693 [1321] validation_0-mae:4189.21777 validation_1-mae:5999.60986 [1322] validation_0-mae:4187.93213 validation_1-mae:5999.18701 [1323] validation_0-mae:4186.54980 validation_1-mae:5998.66064 [1324] validation_0-mae:4185.67578 validation_1-mae:5998.66113 [1325] validation_0-mae:4184.61377 validation_1-mae:5998.15576 [1326] validation_0-mae:4183.82275 validation_1-mae:5998.31689 [1327] validation_0-mae:4182.67041 validation_1-mae:5997.60938 [1328] validation_0-mae:4181.89941 validation_1-mae:5997.53223 [1329] validation_0-mae:4181.13867 validation_1-mae:5997.53564 [1330] validation_0-mae:4180.63086 validation_1-mae:5997.64697 [1331] validation_0-mae:4179.66113 validation_1-mae:5997.87207 [1332] validation_0-mae:4178.55908 validation_1-mae:5997.99414 [1333] validation_0-mae:4177.30957 validation_1-mae:5998.46680 [1334] validation_0-mae:4176.60938 validation_1-mae:5998.66113 [1335] validation_0-mae:4175.38477 validation_1-mae:5997.58496 [1336] validation_0-mae:4174.65381 validation_1-mae:5997.69824 [1337] validation_0-mae:4174.28174 validation_1-mae:5997.50098 [1338] validation_0-mae:4173.38623 validation_1-mae:5998.06201 [1339] validation_0-mae:4171.97656 validation_1-mae:5998.43652 [1340] validation_0-mae:4170.91846 validation_1-mae:5998.14258 [1341] validation_0-mae:4170.04199 validation_1-mae:5998.04883 [1342] validation_0-mae:4168.77051 validation_1-mae:5997.86328 [1343] validation_0-mae:4167.52588 validation_1-mae:5997.95410 [1344] validation_0-mae:4166.32617 validation_1-mae:5998.03516 [1345] validation_0-mae:4164.74512 validation_1-mae:5998.05615 [1346] validation_0-mae:4163.17139 validation_1-mae:5997.89941 [1347] validation_0-mae:4162.20703 validation_1-mae:5998.24658 [1348] validation_0-mae:4160.28857 validation_1-mae:5998.06494 [1349] validation_0-mae:4158.80273 validation_1-mae:5998.19922 [1350] validation_0-mae:4157.86133 validation_1-mae:5998.17285 [1351] validation_0-mae:4156.96436 validation_1-mae:5998.39941 [1352] validation_0-mae:4155.69287 validation_1-mae:5998.01904 [1353] validation_0-mae:4153.94336 validation_1-mae:5998.24268 [1354] validation_0-mae:4152.61572 validation_1-mae:5998.10547 [1355] validation_0-mae:4151.14111 validation_1-mae:5998.45703 [1356] validation_0-mae:4150.06250 validation_1-mae:5998.27783 [1357] validation_0-mae:4148.45361 validation_1-mae:5999.09619 [1358] validation_0-mae:4147.32422 validation_1-mae:5999.17969 [1359] validation_0-mae:4146.35059 validation_1-mae:5999.35010 [1360] validation_0-mae:4145.42969 validation_1-mae:5998.95557 [1361] validation_0-mae:4144.59082 validation_1-mae:5999.28760 [1362] validation_0-mae:4143.51465 validation_1-mae:5999.31201 [1363] validation_0-mae:4142.49853 validation_1-mae:5998.92188 [1364] validation_0-mae:4140.92139 validation_1-mae:5999.50977 [1365] validation_0-mae:4139.70264 validation_1-mae:5999.87061 [1366] validation_0-mae:4137.93408 validation_1-mae:5999.76123 [1367] validation_0-mae:4136.33447 validation_1-mae:5999.89697 [1368] validation_0-mae:4135.56494 validation_1-mae:6000.76514 [1369] validation_0-mae:4134.81397 validation_1-mae:6000.62061 [1370] validation_0-mae:4133.58936 validation_1-mae:6000.67627 [1371] validation_0-mae:4132.70801 validation_1-mae:6000.70557 [1372] validation_0-mae:4131.54199 validation_1-mae:6000.68213 [1373] validation_0-mae:4130.31934 validation_1-mae:6000.66211 [1374] validation_0-mae:4129.02686 validation_1-mae:6000.00781 [1375] validation_0-mae:4127.65674 validation_1-mae:5999.91748 [1376] validation_0-mae:4125.82373 validation_1-mae:6000.10107 [1377] validation_0-mae:4124.04102 validation_1-mae:6000.23096 [1378] validation_0-mae:4122.56055 validation_1-mae:6000.25439 [1379] validation_0-mae:4121.47314 validation_1-mae:6000.57861 [1380] validation_0-mae:4120.20654 validation_1-mae:6000.37695 [1381] validation_0-mae:4119.42334 validation_1-mae:6000.20068 [1382] validation_0-mae:4118.46875 validation_1-mae:6000.40186 [1383] validation_0-mae:4117.34131 validation_1-mae:6000.37158 [1384] validation_0-mae:4115.42041 validation_1-mae:5999.92578 [1385] validation_0-mae:4114.85645 validation_1-mae:5999.91406 [1386] validation_0-mae:4114.25586 validation_1-mae:5999.89746 [1387] validation_0-mae:4113.47510 validation_1-mae:6000.00977 [1388] validation_0-mae:4112.51172 validation_1-mae:6000.54199 [1389] validation_0-mae:4111.43164 validation_1-mae:6000.33252 [1390] validation_0-mae:4110.43945 validation_1-mae:5999.95117 [1391] validation_0-mae:4109.16260 validation_1-mae:6000.22022 [1392] validation_0-mae:4108.32959 validation_1-mae:6000.36279 [1393] validation_0-mae:4107.16895 validation_1-mae:6000.27490 [1394] validation_0-mae:4106.54248 validation_1-mae:6000.55664 [1395] validation_0-mae:4104.76611 validation_1-mae:6000.22656 [1396] validation_0-mae:4103.76221 validation_1-mae:6000.77978 [1397] validation_0-mae:4102.67676 validation_1-mae:6001.09082 [1398] validation_0-mae:4101.37353 validation_1-mae:6001.28516 [1399] validation_0-mae:4100.20264 validation_1-mae:6001.37549 [1400] validation_0-mae:4098.95264 validation_1-mae:6001.55762 [1401] validation_0-mae:4097.08838 validation_1-mae:6002.10107 [1402] validation_0-mae:4096.59570 validation_1-mae:6002.33496 [1403] validation_0-mae:4095.78467 validation_1-mae:6002.43359 [1404] validation_0-mae:4094.85962 validation_1-mae:6002.22412 [1405] validation_0-mae:4094.01367 validation_1-mae:6002.43262 [1406] validation_0-mae:4092.61768 validation_1-mae:6002.89600 [1407] validation_0-mae:4092.12866 validation_1-mae:6002.84863 [1408] validation_0-mae:4091.30395 validation_1-mae:6003.43555 [1409] validation_0-mae:4090.25342 validation_1-mae:6003.62793 [1410] validation_0-mae:4089.89282 validation_1-mae:6003.35986 [1411] validation_0-mae:4089.07471 validation_1-mae:6003.19092 [1412] validation_0-mae:4088.62476 validation_1-mae:6003.23438 [1413] validation_0-mae:4087.53687 validation_1-mae:6002.34912 [1414] validation_0-mae:4086.61499 validation_1-mae:6002.70068 [1415] validation_0-mae:4085.63232 validation_1-mae:6002.41797 [1416] validation_0-mae:4084.69922 validation_1-mae:6002.00879 [1417] validation_0-mae:4083.83716 validation_1-mae:6002.01270 [1418] validation_0-mae:4082.97778 validation_1-mae:6001.88574 [1419] validation_0-mae:4082.32471 validation_1-mae:6002.15674 [1420] validation_0-mae:4081.88769 validation_1-mae:6002.22217 [1421] validation_0-mae:4081.53784 validation_1-mae:6002.14844 [1422] validation_0-mae:4080.91357 validation_1-mae:6002.40723 [1423] validation_0-mae:4080.51978 validation_1-mae:6002.74853 [1424] validation_0-mae:4080.34277 validation_1-mae:6002.76074 [1425] validation_0-mae:4079.66699 validation_1-mae:6002.43994 [1426] validation_0-mae:4078.71069 validation_1-mae:6001.67041 [1427] validation_0-mae:4078.48218 validation_1-mae:6001.73047 [1428] validation_0-mae:4077.56152 validation_1-mae:6001.89795 [1429] validation_0-mae:4077.35181 validation_1-mae:6001.79834 [1430] validation_0-mae:4077.08081 validation_1-mae:6001.87256 [1431] validation_0-mae:4076.15771 validation_1-mae:6001.95996 [1432] validation_0-mae:4075.22021 validation_1-mae:6001.85059 [1433] validation_0-mae:4074.50684 validation_1-mae:6001.63770 [1434] validation_0-mae:4073.52979 validation_1-mae:6001.25586 [1435] validation_0-mae:4072.77173 validation_1-mae:6001.39990 [1436] validation_0-mae:4072.40918 validation_1-mae:6001.44141 [1437] validation_0-mae:4071.48462 validation_1-mae:6001.45166 [1438] validation_0-mae:4070.35571 validation_1-mae:6001.58545 [1439] validation_0-mae:4068.73901 validation_1-mae:6001.56152 [1440] validation_0-mae:4067.19605 validation_1-mae:6001.81592 [1441] validation_0-mae:4066.05737 validation_1-mae:6001.76953 [1442] validation_0-mae:4065.38086 validation_1-mae:6002.16211 [1443] validation_0-mae:4064.06445 validation_1-mae:6001.47607 [1444] validation_0-mae:4063.41675 validation_1-mae:6001.64648 [1445] validation_0-mae:4062.48169 validation_1-mae:6001.55518 [1446] validation_0-mae:4061.11475 validation_1-mae:6001.61719 [1447] validation_0-mae:4060.22412 validation_1-mae:6001.43603 [1448] validation_0-mae:4058.76587 validation_1-mae:6000.97900 [1449] validation_0-mae:4057.60644 validation_1-mae:6001.37598 [1450] validation_0-mae:4056.74463 validation_1-mae:6001.34814 [1451] validation_0-mae:4055.81104 validation_1-mae:6001.47168 [1452] validation_0-mae:4054.86670 validation_1-mae:6001.35645 [1453] validation_0-mae:4054.14014 validation_1-mae:6001.31738 [1454] validation_0-mae:4053.49414 validation_1-mae:6001.21826 [1455] validation_0-mae:4052.67139 validation_1-mae:6001.36279 [1456] validation_0-mae:4051.54175 validation_1-mae:6001.58789 [1457] validation_0-mae:4050.46460 validation_1-mae:6001.52881 [1458] validation_0-mae:4049.46802 validation_1-mae:6001.46582 [1459] validation_0-mae:4048.95801 validation_1-mae:6001.30811 [1460] validation_0-mae:4047.53491 validation_1-mae:6001.01855 [1461] validation_0-mae:4046.76514 validation_1-mae:6001.07715 [1462] validation_0-mae:4046.00073 validation_1-mae:6001.60742 [1463] validation_0-mae:4045.03760 validation_1-mae:6001.62744 [1464] validation_0-mae:4044.68066 validation_1-mae:6001.66602 [1465] validation_0-mae:4043.62695 validation_1-mae:6001.61328 [1466] validation_0-mae:4042.58032 validation_1-mae:6001.70361 [1467] validation_0-mae:4041.42114 validation_1-mae:6002.08301 [1468] validation_0-mae:4040.02539 validation_1-mae:6001.96143 [1469] validation_0-mae:4038.73364 validation_1-mae:6002.22510 [1470] validation_0-mae:4036.92139 validation_1-mae:6001.26025 [1471] validation_0-mae:4036.16138 validation_1-mae:6001.15332 [1472] validation_0-mae:4035.49707 validation_1-mae:6001.14404 [1473] validation_0-mae:4034.70019 validation_1-mae:6000.91064 [1474] validation_0-mae:4033.50562 validation_1-mae:6000.72070 [1475] validation_0-mae:4032.40601 validation_1-mae:6000.60645 [1476] validation_0-mae:4031.13525 validation_1-mae:6000.31103 [1477] validation_0-mae:4030.02319 validation_1-mae:6000.65527 [1478] validation_0-mae:4028.73218 validation_1-mae:6000.31055 [1479] validation_0-mae:4027.46167 validation_1-mae:5999.82129 [1480] validation_0-mae:4026.87500 validation_1-mae:6000.04102 [1481] validation_0-mae:4026.23389 validation_1-mae:6000.00977 [1482] validation_0-mae:4024.65015 validation_1-mae:5999.37353 [1483] validation_0-mae:4023.66748 validation_1-mae:5999.23389 [1484] validation_0-mae:4023.18359 validation_1-mae:5999.48877 [1485] validation_0-mae:4022.52100 validation_1-mae:5999.67090 [1486] validation_0-mae:4021.76172 validation_1-mae:5999.63672 [1487] validation_0-mae:4021.05713 validation_1-mae:5999.42480 [1488] validation_0-mae:4020.41284 validation_1-mae:5999.19775 [1489] validation_0-mae:4019.62183 validation_1-mae:5999.22559 [1490] validation_0-mae:4019.28101 validation_1-mae:5999.19727 [1491] validation_0-mae:4018.52026 validation_1-mae:5998.97022 [1492] validation_0-mae:4017.97266 validation_1-mae:5998.93994 [1493] validation_0-mae:4016.92603 validation_1-mae:5998.63232 [1494] validation_0-mae:4016.15869 validation_1-mae:5998.36084 [1495] validation_0-mae:4014.93311 validation_1-mae:5997.91699 [1496] validation_0-mae:4013.85010 validation_1-mae:5997.69531 [1497] validation_0-mae:4013.55200 validation_1-mae:5997.51709 [1498] validation_0-mae:4013.08765 validation_1-mae:5997.46777 [1499] validation_0-mae:4011.97314 validation_1-mae:5996.94189 [1500] validation_0-mae:4010.34497 validation_1-mae:5996.66406 [1501] validation_0-mae:4009.39746 validation_1-mae:5996.58691 [1502] validation_0-mae:4008.79077 validation_1-mae:5996.58643 [1503] validation_0-mae:4008.02563 validation_1-mae:5996.83447 [1504] validation_0-mae:4007.16357 validation_1-mae:5997.00879 [1505] validation_0-mae:4007.11670 validation_1-mae:5997.03027 [1506] validation_0-mae:4006.53955 validation_1-mae:5996.96143 [1507] validation_0-mae:4005.32251 validation_1-mae:5996.14795 [1508] validation_0-mae:4004.78809 validation_1-mae:5995.99756 [1509] validation_0-mae:4004.57227 validation_1-mae:5995.93897 [1510] validation_0-mae:4004.37842 validation_1-mae:5995.85645 [1511] validation_0-mae:4003.68823 validation_1-mae:5996.16357 [1512] validation_0-mae:4003.16333 validation_1-mae:5996.20215 [1513] validation_0-mae:4002.52661 validation_1-mae:5996.00586 [1514] validation_0-mae:4001.51831 validation_1-mae:5996.06543 [1515] validation_0-mae:4001.24854 validation_1-mae:5995.90723 [1516] validation_0-mae:4000.65991 validation_1-mae:5995.63574 [1517] validation_0-mae:4000.00220 validation_1-mae:5995.71191 [1518] validation_0-mae:3999.40454 validation_1-mae:5995.67041 [1519] validation_0-mae:3998.86621 validation_1-mae:5995.58398 [1520] validation_0-mae:3998.50049 validation_1-mae:5995.97314 [1521] validation_0-mae:3997.77905 validation_1-mae:5995.83154 [1522] validation_0-mae:3996.73853 validation_1-mae:5995.74561 [1523] validation_0-mae:3995.91650 validation_1-mae:5995.54883 [1524] validation_0-mae:3995.85059 validation_1-mae:5995.58691 [1525] validation_0-mae:3995.60864 validation_1-mae:5995.45508 [1526] validation_0-mae:3994.85132 validation_1-mae:5995.22022 [1527] validation_0-mae:3993.03857 validation_1-mae:5995.17480 [1528] validation_0-mae:3992.27173 validation_1-mae:5994.95215 [1529] validation_0-mae:3991.56982 validation_1-mae:5995.32666 [1530] validation_0-mae:3990.82251 validation_1-mae:5995.32227 [1531] validation_0-mae:3990.02954 validation_1-mae:5995.73242 [1532] validation_0-mae:3989.14502 validation_1-mae:5995.51709 [1533] validation_0-mae:3988.48291 validation_1-mae:5995.34619 [1534] validation_0-mae:3987.50903 validation_1-mae:5995.33643 [1535] validation_0-mae:3987.08569 validation_1-mae:5995.44727 [1536] validation_0-mae:3986.60132 validation_1-mae:5995.29297 [1537] validation_0-mae:3985.81079 validation_1-mae:5995.10205 [1538] validation_0-mae:3984.77441 validation_1-mae:5995.32275 [1539] validation_0-mae:3984.26294 validation_1-mae:5995.18359 [1540] validation_0-mae:3983.85254 validation_1-mae:5995.16943 [1541] validation_0-mae:3983.73999 validation_1-mae:5995.37500 [1542] validation_0-mae:3982.54321 validation_1-mae:5995.24268 [1543] validation_0-mae:3981.98291 validation_1-mae:5995.25488 [1544] validation_0-mae:3981.30688 validation_1-mae:5995.71777 [1545] validation_0-mae:3980.68750 validation_1-mae:5995.56836 [1546] validation_0-mae:3979.81787 validation_1-mae:5995.36328 [1547] validation_0-mae:3978.81079 validation_1-mae:5995.42090 [1548] validation_0-mae:3978.25855 validation_1-mae:5995.61328 [1549] validation_0-mae:3977.40967 validation_1-mae:5995.67969 [1550] validation_0-mae:3976.85596 validation_1-mae:5995.30127 [1551] validation_0-mae:3976.40747 validation_1-mae:5995.18555 [1552] validation_0-mae:3975.88892 validation_1-mae:5995.58301 [1553] validation_0-mae:3974.77466 validation_1-mae:5995.71973 [1554] validation_0-mae:3973.75757 validation_1-mae:5995.60254 [1555] validation_0-mae:3972.89673 validation_1-mae:5995.08594 [1556] validation_0-mae:3971.93652 validation_1-mae:5995.10547 [1557] validation_0-mae:3970.83594 validation_1-mae:5995.35693 [1558] validation_0-mae:3970.05469 validation_1-mae:5995.23633 [1559] validation_0-mae:3968.91699 validation_1-mae:5995.29199 [1560] validation_0-mae:3968.48364 validation_1-mae:5995.41455 [1561] validation_0-mae:3967.57837 validation_1-mae:5995.45166 [1562] validation_0-mae:3967.26953 validation_1-mae:5995.45068 [1563] validation_0-mae:3966.65723 validation_1-mae:5995.37647 [1564] validation_0-mae:3966.32715 validation_1-mae:5995.38916 [1565] validation_0-mae:3965.16846 validation_1-mae:5994.75537 [1566] validation_0-mae:3964.07544 validation_1-mae:5994.08008 [1567] validation_0-mae:3963.36279 validation_1-mae:5993.92676 [1568] validation_0-mae:3962.55200 validation_1-mae:5993.81836 [1569] validation_0-mae:3961.35815 validation_1-mae:5993.92676 [1570] validation_0-mae:3960.22998 validation_1-mae:5993.41357 [1571] validation_0-mae:3959.46460 validation_1-mae:5993.68115 [1572] validation_0-mae:3959.00439 validation_1-mae:5993.53272 [1573] validation_0-mae:3958.01709 validation_1-mae:5993.23291 [1574] validation_0-mae:3957.54272 validation_1-mae:5993.08789 [1575] validation_0-mae:3956.51269 validation_1-mae:5992.99365 [1576] validation_0-mae:3955.42163 validation_1-mae:5992.98535 [1577] validation_0-mae:3953.79443 validation_1-mae:5992.40332 [1578] validation_0-mae:3952.28418 validation_1-mae:5992.11426 [1579] validation_0-mae:3951.76440 validation_1-mae:5992.14600 [1580] validation_0-mae:3951.00366 validation_1-mae:5992.35156 [1581] validation_0-mae:3950.48462 validation_1-mae:5992.44287 [1582] validation_0-mae:3949.59985 validation_1-mae:5992.28223 [1583] validation_0-mae:3948.09546 validation_1-mae:5991.70850 [1584] validation_0-mae:3947.35132 validation_1-mae:5991.50439 [1585] validation_0-mae:3946.38574 validation_1-mae:5991.48193 [1586] validation_0-mae:3945.69092 validation_1-mae:5991.91602 [1587] validation_0-mae:3944.80762 validation_1-mae:5991.95508 [1588] validation_0-mae:3944.20972 validation_1-mae:5991.83301 [1589] validation_0-mae:3943.55762 validation_1-mae:5992.02783 [1590] validation_0-mae:3942.86060 validation_1-mae:5991.97949 [1591] validation_0-mae:3942.01050 validation_1-mae:5991.84228 [1592] validation_0-mae:3941.03857 validation_1-mae:5992.08203 [1593] validation_0-mae:3940.57544 validation_1-mae:5992.33057 [1594] validation_0-mae:3939.30151 validation_1-mae:5991.70020 [1595] validation_0-mae:3938.09082 validation_1-mae:5991.99658 [1596] validation_0-mae:3937.13428 validation_1-mae:5991.98438 [1597] validation_0-mae:3936.77808 validation_1-mae:5991.92969 [1598] validation_0-mae:3936.31641 validation_1-mae:5992.03857 [1599] validation_0-mae:3936.22070 validation_1-mae:5992.10742 [1600] validation_0-mae:3935.92358 validation_1-mae:5992.01270 [1601] validation_0-mae:3935.26685 validation_1-mae:5991.64453 [1602] validation_0-mae:3934.28442 validation_1-mae:5991.54883 [1603] validation_0-mae:3933.19409 validation_1-mae:5991.92285 [1604] validation_0-mae:3932.24927 validation_1-mae:5991.97510 [1605] validation_0-mae:3930.89258 validation_1-mae:5991.14600 [1606] validation_0-mae:3929.70337 validation_1-mae:5990.88672 [1607] validation_0-mae:3928.47046 validation_1-mae:5991.25391 [1608] validation_0-mae:3927.77270 validation_1-mae:5991.22803 [1609] validation_0-mae:3926.50244 validation_1-mae:5991.22559 [1610] validation_0-mae:3925.68604 validation_1-mae:5990.56787 [1611] validation_0-mae:3924.62744 validation_1-mae:5990.61084 [1612] validation_0-mae:3923.72681 validation_1-mae:5990.81055 [1613] validation_0-mae:3923.04297 validation_1-mae:5991.04248 [1614] validation_0-mae:3922.29663 validation_1-mae:5991.12549 [1615] validation_0-mae:3921.22559 validation_1-mae:5991.35889 [1616] validation_0-mae:3920.25317 validation_1-mae:5991.44336 [1617] validation_0-mae:3918.66626 validation_1-mae:5990.92432 [1618] validation_0-mae:3918.03662 validation_1-mae:5990.67383 [1619] validation_0-mae:3916.84106 validation_1-mae:5990.20703 [1620] validation_0-mae:3915.94263 validation_1-mae:5990.14941 [1621] validation_0-mae:3915.18970 validation_1-mae:5990.30176 [1622] validation_0-mae:3914.45410 validation_1-mae:5990.31689 [1623] validation_0-mae:3913.86816 validation_1-mae:5990.12402 [1624] validation_0-mae:3913.08496 validation_1-mae:5990.02344 [1625] validation_0-mae:3912.52661 validation_1-mae:5990.10791 [1626] validation_0-mae:3911.98047 validation_1-mae:5990.33301 [1627] validation_0-mae:3911.46777 validation_1-mae:5990.43701 [1628] validation_0-mae:3910.43481 validation_1-mae:5990.02344 [1629] validation_0-mae:3910.01074 validation_1-mae:5989.86621 [1630] validation_0-mae:3909.39478 validation_1-mae:5989.59131 [1631] validation_0-mae:3908.70166 validation_1-mae:5989.57080 [1632] validation_0-mae:3907.43921 validation_1-mae:5989.58398 [1633] validation_0-mae:3906.34570 validation_1-mae:5989.65820 [1634] validation_0-mae:3905.58447 validation_1-mae:5989.68262 [1635] validation_0-mae:3905.11450 validation_1-mae:5989.71484 [1636] validation_0-mae:3903.77222 validation_1-mae:5989.88770 [1637] validation_0-mae:3903.08423 validation_1-mae:5989.67041 [1638] validation_0-mae:3902.36890 validation_1-mae:5989.64160 [1639] validation_0-mae:3901.78809 validation_1-mae:5989.62305 [1640] validation_0-mae:3900.70581 validation_1-mae:5990.20068 [1641] validation_0-mae:3899.54590 validation_1-mae:5990.48730 [1642] validation_0-mae:3898.50122 validation_1-mae:5990.56201 [1643] validation_0-mae:3897.54858 validation_1-mae:5990.96484 [1644] validation_0-mae:3896.55811 validation_1-mae:5990.85205 [1645] validation_0-mae:3896.20117 validation_1-mae:5990.84424 [1646] validation_0-mae:3895.62402 validation_1-mae:5990.84570 [1647] validation_0-mae:3895.16846 validation_1-mae:5990.85254 [1648] validation_0-mae:3894.80786 validation_1-mae:5990.77393 [1649] validation_0-mae:3894.39111 validation_1-mae:5991.02978 [1650] validation_0-mae:3892.64746 validation_1-mae:5990.30811 [1651] validation_0-mae:3891.93921 validation_1-mae:5990.39941 [1652] validation_0-mae:3890.96924 validation_1-mae:5990.16846 [1653] validation_0-mae:3890.53442 validation_1-mae:5990.20752 [1654] validation_0-mae:3890.12500 validation_1-mae:5990.12500 [1655] validation_0-mae:3889.84399 validation_1-mae:5989.91943 [1656] validation_0-mae:3888.97314 validation_1-mae:5990.33301 [1657] validation_0-mae:3888.11963 validation_1-mae:5990.48779 [1658] validation_0-mae:3888.06665 validation_1-mae:5990.49951 [1659] validation_0-mae:3887.61426 validation_1-mae:5990.33740 [1660] validation_0-mae:3887.43701 validation_1-mae:5990.24219 [1661] validation_0-mae:3886.39429 validation_1-mae:5989.99121 [1662] validation_0-mae:3885.61621 validation_1-mae:5989.65869 [1663] validation_0-mae:3885.47070 validation_1-mae:5989.59863 [1664] validation_0-mae:3884.35107 validation_1-mae:5989.78418 [1665] validation_0-mae:3883.01489 validation_1-mae:5990.04492 [1666] validation_0-mae:3882.68311 validation_1-mae:5990.24170 [1667] validation_0-mae:3881.86499 validation_1-mae:5990.45850 [1668] validation_0-mae:3881.13037 validation_1-mae:5990.34228 [1669] validation_0-mae:3880.42285 validation_1-mae:5990.89062 [1670] validation_0-mae:3879.72681 validation_1-mae:5990.77490 [1671] validation_0-mae:3879.05420 validation_1-mae:5990.58838 [1672] validation_0-mae:3878.48901 validation_1-mae:5990.80664 [1673] validation_0-mae:3877.56250 validation_1-mae:5990.74365 [1674] validation_0-mae:3876.59619 validation_1-mae:5990.49268 [1675] validation_0-mae:3875.86816 validation_1-mae:5990.76562 [1676] validation_0-mae:3875.27002 validation_1-mae:5990.97607 [1677] validation_0-mae:3874.45166 validation_1-mae:5990.90381 [1678] validation_0-mae:3873.87866 validation_1-mae:5991.03906 [1679] validation_0-mae:3873.66894 validation_1-mae:5991.10449 [1680] validation_0-mae:3873.16968 validation_1-mae:5991.19287 [1681] validation_0-mae:3872.78296 validation_1-mae:5991.19971 [1682] validation_0-mae:3871.96655 validation_1-mae:5991.13721 [1683] validation_0-mae:3870.93701 validation_1-mae:5991.69629 [1684] validation_0-mae:3870.14062 validation_1-mae:5991.45410 [1685] validation_0-mae:3869.29858 validation_1-mae:5991.40430 [1686] validation_0-mae:3868.44360 validation_1-mae:5991.73486 [1687] validation_0-mae:3867.36255 validation_1-mae:5992.43897 [1688] validation_0-mae:3866.58838 validation_1-mae:5992.30615 [1689] validation_0-mae:3866.17432 validation_1-mae:5992.25000 [1690] validation_0-mae:3865.86279 validation_1-mae:5992.16113 [1691] validation_0-mae:3864.74414 validation_1-mae:5992.01611 [1692] validation_0-mae:3864.16577 validation_1-mae:5991.71240 [1693] validation_0-mae:3863.44971 validation_1-mae:5991.83105 [1694] validation_0-mae:3862.51611 validation_1-mae:5991.74658 [1695] validation_0-mae:3862.06299 validation_1-mae:5992.09424 [1696] validation_0-mae:3861.22607 validation_1-mae:5992.28223 [1697] validation_0-mae:3860.75806 validation_1-mae:5992.03320 [1698] validation_0-mae:3860.26685 validation_1-mae:5992.15430 [1699] validation_0-mae:3859.36768 validation_1-mae:5992.24121 Dropping: dach [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.97461 validation_1-mae:9623.92090 [14] validation_0-mae:9418.90527 validation_1-mae:9233.26269 [15] validation_0-mae:9084.41894 validation_1-mae:8905.83496 [16] validation_0-mae:8802.76660 validation_1-mae:8634.42578 [17] validation_0-mae:8567.56836 validation_1-mae:8409.99414 [18] validation_0-mae:8374.73047 validation_1-mae:8221.72070 [19] validation_0-mae:8212.23242 validation_1-mae:8068.92285 [20] validation_0-mae:8069.45264 validation_1-mae:7937.78662 [21] validation_0-mae:7945.11670 validation_1-mae:7829.90234 [22] validation_0-mae:7846.97559 validation_1-mae:7743.72949 [23] validation_0-mae:7760.82373 validation_1-mae:7674.55371 [24] validation_0-mae:7677.09228 validation_1-mae:7596.20996 [25] validation_0-mae:7604.52100 validation_1-mae:7532.87549 [26] validation_0-mae:7549.05176 validation_1-mae:7486.08252 [27] validation_0-mae:7488.75049 validation_1-mae:7431.84717 [28] validation_0-mae:7439.51172 validation_1-mae:7391.02148 [29] validation_0-mae:7397.34473 validation_1-mae:7356.84766 [30] validation_0-mae:7361.62842 validation_1-mae:7326.36816 [31] validation_0-mae:7321.06689 validation_1-mae:7289.81836 [32] validation_0-mae:7292.64111 validation_1-mae:7272.33740 [33] validation_0-mae:7264.37012 validation_1-mae:7251.27148 [34] validation_0-mae:7234.05078 validation_1-mae:7231.27832 [35] validation_0-mae:7202.57715 validation_1-mae:7206.57861 [36] validation_0-mae:7185.35889 validation_1-mae:7193.18897 [37] validation_0-mae:7167.74219 validation_1-mae:7183.14355 [38] validation_0-mae:7142.38184 validation_1-mae:7161.73584 [39] validation_0-mae:7121.32422 validation_1-mae:7144.59375 [40] validation_0-mae:7103.48682 validation_1-mae:7133.95654 [41] validation_0-mae:7087.31689 validation_1-mae:7121.47510 [42] validation_0-mae:7070.21045 validation_1-mae:7110.74805 [43] validation_0-mae:7050.17432 validation_1-mae:7096.27051 [44] validation_0-mae:7037.65234 validation_1-mae:7085.67871 [45] validation_0-mae:7012.39990 validation_1-mae:7065.21680 [46] validation_0-mae:6988.82861 validation_1-mae:7044.89111 [47] validation_0-mae:6972.97461 validation_1-mae:7036.81348 [48] validation_0-mae:6948.31738 validation_1-mae:7018.34228 [49] validation_0-mae:6934.13916 validation_1-mae:7008.23584 [50] validation_0-mae:6915.89404 validation_1-mae:6994.83252 [51] validation_0-mae:6901.48145 validation_1-mae:6989.27148 [52] validation_0-mae:6888.41309 validation_1-mae:6977.94434 [53] validation_0-mae:6875.91895 validation_1-mae:6972.50391 [54] validation_0-mae:6867.48633 validation_1-mae:6966.21875 [55] validation_0-mae:6851.41260 validation_1-mae:6954.40234 [56] validation_0-mae:6832.73730 validation_1-mae:6937.95068 [57] validation_0-mae:6819.11230 validation_1-mae:6928.95703 [58] validation_0-mae:6809.64258 validation_1-mae:6920.75098 [59] validation_0-mae:6794.47510 validation_1-mae:6911.70703 [60] validation_0-mae:6779.62793 validation_1-mae:6898.79248 [61] validation_0-mae:6767.44922 validation_1-mae:6890.12695 [62] validation_0-mae:6746.22412 validation_1-mae:6873.04346 [63] validation_0-mae:6733.93799 validation_1-mae:6861.75830 [64] validation_0-mae:6723.69336 validation_1-mae:6858.23828 [65] validation_0-mae:6714.66602 validation_1-mae:6851.32178 [66] validation_0-mae:6703.12988 validation_1-mae:6842.15820 [67] validation_0-mae:6696.48730 validation_1-mae:6837.81250 [68] validation_0-mae:6678.37939 validation_1-mae:6822.39014 [69] validation_0-mae:6665.91162 validation_1-mae:6812.96631 [70] validation_0-mae:6655.08008 validation_1-mae:6805.38037 [71] validation_0-mae:6640.38037 validation_1-mae:6791.67773 [72] validation_0-mae:6631.74463 validation_1-mae:6784.50928 [73] validation_0-mae:6624.77881 validation_1-mae:6781.30762 [74] validation_0-mae:6617.17090 validation_1-mae:6776.65039 [75] validation_0-mae:6607.47510 validation_1-mae:6770.19971 [76] validation_0-mae:6595.37891 validation_1-mae:6761.60889 [77] validation_0-mae:6586.02344 validation_1-mae:6752.53760 [78] validation_0-mae:6577.90137 validation_1-mae:6748.71924 [79] validation_0-mae:6570.18115 validation_1-mae:6744.49561 [80] validation_0-mae:6557.85156 validation_1-mae:6735.91064 [81] validation_0-mae:6547.64404 validation_1-mae:6726.02100 [82] validation_0-mae:6539.98096 validation_1-mae:6722.12451 [83] validation_0-mae:6530.04980 validation_1-mae:6712.41016 [84] validation_0-mae:6518.03174 validation_1-mae:6699.99561 [85] validation_0-mae:6509.07275 validation_1-mae:6695.20850 [86] validation_0-mae:6502.68311 validation_1-mae:6689.96728 [87] validation_0-mae:6497.35400 validation_1-mae:6685.67871 [88] validation_0-mae:6490.33838 validation_1-mae:6680.68750 [89] validation_0-mae:6478.75342 validation_1-mae:6670.89111 [90] validation_0-mae:6472.82080 validation_1-mae:6667.90918 [91] validation_0-mae:6467.43359 validation_1-mae:6665.47754 [92] validation_0-mae:6456.05078 validation_1-mae:6657.38135 [93] validation_0-mae:6447.46240 validation_1-mae:6651.52588 [94] validation_0-mae:6437.68603 validation_1-mae:6643.31348 [95] validation_0-mae:6435.23047 validation_1-mae:6641.89404 [96] validation_0-mae:6431.10400 validation_1-mae:6638.80957 [97] validation_0-mae:6418.24316 validation_1-mae:6631.00098 [98] validation_0-mae:6410.45459 validation_1-mae:6624.89209 [99] validation_0-mae:6405.28955 validation_1-mae:6623.33252 [100] validation_0-mae:6401.71680 validation_1-mae:6621.42627 [101] validation_0-mae:6399.94092 validation_1-mae:6621.10547 [102] validation_0-mae:6392.55859 validation_1-mae:6616.36475 [103] validation_0-mae:6384.29932 validation_1-mae:6610.11328 [104] validation_0-mae:6377.84814 validation_1-mae:6608.26611 [105] validation_0-mae:6371.44482 validation_1-mae:6602.50586 [106] validation_0-mae:6362.95508 validation_1-mae:6599.40186 [107] validation_0-mae:6356.93701 validation_1-mae:6594.66797 [108] validation_0-mae:6352.52295 validation_1-mae:6590.37451 [109] validation_0-mae:6342.65527 validation_1-mae:6581.28320 [110] validation_0-mae:6335.30371 validation_1-mae:6576.42432 [111] validation_0-mae:6329.98193 validation_1-mae:6573.29639 [112] validation_0-mae:6324.59082 validation_1-mae:6569.27881 [113] validation_0-mae:6320.44287 validation_1-mae:6566.49951 [114] validation_0-mae:6314.83398 validation_1-mae:6562.40869 [115] validation_0-mae:6312.71631 validation_1-mae:6561.60303 [116] validation_0-mae:6308.39746 validation_1-mae:6558.76025 [117] validation_0-mae:6305.24365 validation_1-mae:6556.63184 [118] validation_0-mae:6297.88379 validation_1-mae:6552.07715 [119] validation_0-mae:6294.43066 validation_1-mae:6548.98438 [120] validation_0-mae:6289.51611 validation_1-mae:6547.80713 [121] validation_0-mae:6281.76660 validation_1-mae:6542.45752 [122] validation_0-mae:6275.97607 validation_1-mae:6539.53760 [123] validation_0-mae:6271.05957 validation_1-mae:6537.65283 [124] validation_0-mae:6265.32129 validation_1-mae:6534.42432 [125] validation_0-mae:6261.10400 validation_1-mae:6531.33838 [126] validation_0-mae:6257.47363 validation_1-mae:6528.63525 [127] validation_0-mae:6253.08154 validation_1-mae:6525.91748 [128] validation_0-mae:6248.58203 validation_1-mae:6523.36035 [129] validation_0-mae:6245.63135 validation_1-mae:6521.08447 [130] validation_0-mae:6240.76562 validation_1-mae:6517.72900 [131] validation_0-mae:6237.21436 validation_1-mae:6516.03760 [132] validation_0-mae:6233.65869 validation_1-mae:6514.32129 [133] validation_0-mae:6230.45850 validation_1-mae:6512.67773 [134] validation_0-mae:6224.56836 validation_1-mae:6507.93897 [135] validation_0-mae:6218.87402 validation_1-mae:6504.09375 [136] validation_0-mae:6212.05859 validation_1-mae:6499.34668 [137] validation_0-mae:6207.91992 validation_1-mae:6497.97949 [138] validation_0-mae:6205.42822 validation_1-mae:6497.24121 [139] validation_0-mae:6200.94336 validation_1-mae:6493.03076 [140] validation_0-mae:6194.64014 validation_1-mae:6487.76270 [141] validation_0-mae:6191.76367 validation_1-mae:6486.41992 [142] validation_0-mae:6185.34228 validation_1-mae:6481.88477 [143] validation_0-mae:6183.54443 validation_1-mae:6481.75391 [144] validation_0-mae:6176.98389 validation_1-mae:6478.41455 [145] validation_0-mae:6168.25293 validation_1-mae:6472.01514 [146] validation_0-mae:6165.57178 validation_1-mae:6470.35107 [147] validation_0-mae:6160.03760 validation_1-mae:6467.09766 [148] validation_0-mae:6157.53906 validation_1-mae:6465.36328 [149] validation_0-mae:6150.30811 validation_1-mae:6461.95654 [150] validation_0-mae:6142.74561 validation_1-mae:6456.63623 [151] validation_0-mae:6137.28711 validation_1-mae:6454.87549 [152] validation_0-mae:6128.95264 validation_1-mae:6449.74951 [153] validation_0-mae:6126.26025 validation_1-mae:6449.25098 [154] validation_0-mae:6122.29395 validation_1-mae:6446.44971 [155] validation_0-mae:6118.36865 validation_1-mae:6444.08203 [156] validation_0-mae:6114.53857 validation_1-mae:6441.17480 [157] validation_0-mae:6108.21777 validation_1-mae:6436.63086 [158] validation_0-mae:6105.54883 validation_1-mae:6435.50781 [159] validation_0-mae:6099.84131 validation_1-mae:6432.81348 [160] validation_0-mae:6095.89404 validation_1-mae:6431.43164 [161] validation_0-mae:6092.86475 validation_1-mae:6429.01660 [162] validation_0-mae:6089.91992 validation_1-mae:6428.53711 [163] validation_0-mae:6085.71289 validation_1-mae:6425.36670 [164] validation_0-mae:6083.28906 validation_1-mae:6424.18164 [165] validation_0-mae:6078.72217 validation_1-mae:6422.24170 [166] validation_0-mae:6074.67334 validation_1-mae:6419.69092 [167] validation_0-mae:6071.50586 validation_1-mae:6419.73730 [168] validation_0-mae:6067.78906 validation_1-mae:6419.01709 [169] validation_0-mae:6064.06885 validation_1-mae:6416.55176 [170] validation_0-mae:6059.04492 validation_1-mae:6413.93994 [171] validation_0-mae:6057.18262 validation_1-mae:6413.13867 [172] validation_0-mae:6053.48486 validation_1-mae:6412.33057 [173] validation_0-mae:6049.92676 validation_1-mae:6410.70801 [174] validation_0-mae:6047.41553 validation_1-mae:6409.64355 [175] validation_0-mae:6042.29053 validation_1-mae:6407.44629 [176] validation_0-mae:6040.30664 validation_1-mae:6407.32764 [177] validation_0-mae:6035.27686 validation_1-mae:6404.35840 [178] validation_0-mae:6034.56348 validation_1-mae:6403.96728 [179] validation_0-mae:6030.64355 validation_1-mae:6404.02637 [180] validation_0-mae:6025.69678 validation_1-mae:6400.77588 [181] validation_0-mae:6020.14990 validation_1-mae:6397.40186 [182] validation_0-mae:6015.31689 validation_1-mae:6395.14404 [183] validation_0-mae:6011.48193 validation_1-mae:6392.64111 [184] validation_0-mae:6008.41699 validation_1-mae:6390.29248 [185] validation_0-mae:6004.72168 validation_1-mae:6389.66211 [186] validation_0-mae:6001.33984 validation_1-mae:6386.48438 [187] validation_0-mae:5997.64062 validation_1-mae:6384.47705 [188] validation_0-mae:5997.20947 validation_1-mae:6384.48486 [189] validation_0-mae:5992.85303 validation_1-mae:6383.29980 [190] validation_0-mae:5990.45215 validation_1-mae:6382.37598 [191] validation_0-mae:5988.16113 validation_1-mae:6381.10547 [192] validation_0-mae:5985.22852 validation_1-mae:6380.17480 [193] validation_0-mae:5982.94482 validation_1-mae:6379.53955 [194] validation_0-mae:5979.64209 validation_1-mae:6379.50537 [195] validation_0-mae:5977.93066 validation_1-mae:6378.81738 [196] validation_0-mae:5971.95996 validation_1-mae:6374.97754 [197] validation_0-mae:5968.36279 validation_1-mae:6374.60205 [198] validation_0-mae:5964.90332 validation_1-mae:6374.00879 [199] validation_0-mae:5960.12109 validation_1-mae:6370.69775 [200] validation_0-mae:5957.28809 validation_1-mae:6369.83203 [201] validation_0-mae:5954.86230 validation_1-mae:6368.91260 [202] validation_0-mae:5952.72949 validation_1-mae:6368.28516 [203] validation_0-mae:5946.99951 validation_1-mae:6363.05371 [204] validation_0-mae:5942.69727 validation_1-mae:6361.50684 [205] validation_0-mae:5942.27978 validation_1-mae:6361.55469 [206] validation_0-mae:5939.54736 validation_1-mae:6359.98389 [207] validation_0-mae:5935.70264 validation_1-mae:6358.08594 [208] validation_0-mae:5928.86670 validation_1-mae:6355.53076 [209] validation_0-mae:5924.19922 validation_1-mae:6352.81543 [210] validation_0-mae:5922.38770 validation_1-mae:6352.65967 [211] validation_0-mae:5919.59717 validation_1-mae:6350.57861 [212] validation_0-mae:5914.38818 validation_1-mae:6347.66992 [213] validation_0-mae:5913.28662 validation_1-mae:6347.63623 [214] validation_0-mae:5909.92871 validation_1-mae:6345.61523 [215] validation_0-mae:5908.40137 validation_1-mae:6344.85938 [216] validation_0-mae:5907.19287 validation_1-mae:6344.38818 [217] validation_0-mae:5902.20264 validation_1-mae:6341.97461 [218] validation_0-mae:5898.18311 validation_1-mae:6340.19824 [219] validation_0-mae:5893.24658 validation_1-mae:6338.03369 [220] validation_0-mae:5888.18457 validation_1-mae:6335.36963 [221] validation_0-mae:5886.96777 validation_1-mae:6335.43750 [222] validation_0-mae:5882.54199 validation_1-mae:6332.69971 [223] validation_0-mae:5876.82666 validation_1-mae:6329.13135 [224] validation_0-mae:5873.13916 validation_1-mae:6327.02344 [225] validation_0-mae:5871.02246 validation_1-mae:6325.92188 [226] validation_0-mae:5866.90283 validation_1-mae:6323.29297 [227] validation_0-mae:5861.22607 validation_1-mae:6319.19287 [228] validation_0-mae:5859.28369 validation_1-mae:6318.92725 [229] validation_0-mae:5858.58105 validation_1-mae:6318.99268 [230] validation_0-mae:5854.64111 validation_1-mae:6318.33398 [231] validation_0-mae:5852.29346 validation_1-mae:6317.36230 [232] validation_0-mae:5849.27148 validation_1-mae:6315.88086 [233] validation_0-mae:5847.46338 validation_1-mae:6315.07666 [234] validation_0-mae:5846.05713 validation_1-mae:6315.20068 [235] validation_0-mae:5844.49414 validation_1-mae:6314.08447 [236] validation_0-mae:5841.75684 validation_1-mae:6312.95166 [237] validation_0-mae:5837.75147 validation_1-mae:6311.58545 [238] validation_0-mae:5835.70264 validation_1-mae:6310.83008 [239] validation_0-mae:5831.14941 validation_1-mae:6308.63672 [240] validation_0-mae:5828.15332 validation_1-mae:6307.26025 [241] validation_0-mae:5824.55762 validation_1-mae:6306.00488 [242] validation_0-mae:5821.60742 validation_1-mae:6304.76465 [243] validation_0-mae:5818.56055 validation_1-mae:6303.62305 [244] validation_0-mae:5816.89844 validation_1-mae:6303.37598 [245] validation_0-mae:5814.81982 validation_1-mae:6303.10986 [246] validation_0-mae:5812.22461 validation_1-mae:6302.15186 [247] validation_0-mae:5809.36475 validation_1-mae:6301.38428 [248] validation_0-mae:5808.48486 validation_1-mae:6301.20947 [249] validation_0-mae:5807.69775 validation_1-mae:6300.77246 [250] validation_0-mae:5805.95508 validation_1-mae:6299.39160 [251] validation_0-mae:5801.00147 validation_1-mae:6296.17773 [252] validation_0-mae:5796.94580 validation_1-mae:6294.80957 [253] validation_0-mae:5794.07324 validation_1-mae:6294.62109 [254] validation_0-mae:5791.16211 validation_1-mae:6293.46631 [255] validation_0-mae:5787.65088 validation_1-mae:6291.91162 [256] validation_0-mae:5785.59424 validation_1-mae:6290.84668 [257] validation_0-mae:5782.17969 validation_1-mae:6289.09375 [258] validation_0-mae:5778.94580 validation_1-mae:6289.42822 [259] validation_0-mae:5777.85889 validation_1-mae:6289.05566 [260] validation_0-mae:5776.88672 validation_1-mae:6288.63379 [261] validation_0-mae:5775.38623 validation_1-mae:6287.89941 [262] validation_0-mae:5772.26953 validation_1-mae:6285.26709 [263] validation_0-mae:5769.04004 validation_1-mae:6283.63721 [264] validation_0-mae:5766.18750 validation_1-mae:6281.90869 [265] validation_0-mae:5763.75977 validation_1-mae:6281.21436 [266] validation_0-mae:5762.25586 validation_1-mae:6280.28223 [267] validation_0-mae:5755.46338 validation_1-mae:6278.98047 [268] validation_0-mae:5753.63379 validation_1-mae:6278.02051 [269] validation_0-mae:5750.14453 validation_1-mae:6275.75830 [270] validation_0-mae:5746.76025 validation_1-mae:6273.79736 [271] validation_0-mae:5743.35791 validation_1-mae:6271.88330 [272] validation_0-mae:5741.68945 validation_1-mae:6271.82617 [273] validation_0-mae:5738.77686 validation_1-mae:6271.31055 [274] validation_0-mae:5736.56055 validation_1-mae:6271.09277 [275] validation_0-mae:5735.65723 validation_1-mae:6270.79053 [276] validation_0-mae:5734.33691 validation_1-mae:6270.67725 [277] validation_0-mae:5732.67773 validation_1-mae:6270.21191 [278] validation_0-mae:5728.73047 validation_1-mae:6266.99414 [279] validation_0-mae:5725.80859 validation_1-mae:6265.06641 [280] validation_0-mae:5724.44238 validation_1-mae:6264.78711 [281] validation_0-mae:5722.17822 validation_1-mae:6264.35986 [282] validation_0-mae:5718.16260 validation_1-mae:6263.44824 [283] validation_0-mae:5715.77393 validation_1-mae:6262.23682 [284] validation_0-mae:5714.12500 validation_1-mae:6261.54346 [285] validation_0-mae:5712.75098 validation_1-mae:6261.04785 [286] validation_0-mae:5711.37061 validation_1-mae:6260.70068 [287] validation_0-mae:5708.68262 validation_1-mae:6260.34766 [288] validation_0-mae:5707.28662 validation_1-mae:6259.84619 [289] validation_0-mae:5705.31641 validation_1-mae:6259.07520 [290] validation_0-mae:5702.90820 validation_1-mae:6257.40381 [291] validation_0-mae:5700.40430 validation_1-mae:6256.46240 [292] validation_0-mae:5698.26367 validation_1-mae:6256.45898 [293] validation_0-mae:5697.54102 validation_1-mae:6256.37598 [294] validation_0-mae:5694.11523 validation_1-mae:6254.11914 [295] validation_0-mae:5690.57666 validation_1-mae:6251.17090 [296] validation_0-mae:5688.10010 validation_1-mae:6250.75049 [297] validation_0-mae:5685.89160 validation_1-mae:6250.27441 [298] validation_0-mae:5684.93555 validation_1-mae:6250.41992 [299] validation_0-mae:5682.69092 validation_1-mae:6250.11377 [300] validation_0-mae:5680.58838 validation_1-mae:6250.38672 [301] validation_0-mae:5678.69434 validation_1-mae:6249.91504 [302] validation_0-mae:5676.63721 validation_1-mae:6249.43408 [303] validation_0-mae:5672.04541 validation_1-mae:6246.95264 [304] validation_0-mae:5669.21484 validation_1-mae:6245.63770 [305] validation_0-mae:5668.35791 validation_1-mae:6245.71289 [306] validation_0-mae:5666.75391 validation_1-mae:6244.61963 [307] validation_0-mae:5665.64502 validation_1-mae:6244.44238 [308] validation_0-mae:5662.75928 validation_1-mae:6241.71484 [309] validation_0-mae:5659.90381 validation_1-mae:6241.37598 [310] validation_0-mae:5655.70166 validation_1-mae:6239.16260 [311] validation_0-mae:5652.73730 validation_1-mae:6238.49561 [312] validation_0-mae:5651.42041 validation_1-mae:6238.31738 [313] validation_0-mae:5645.64795 validation_1-mae:6234.35205 [314] validation_0-mae:5643.18945 validation_1-mae:6233.18359 [315] validation_0-mae:5640.84131 validation_1-mae:6232.78613 [316] validation_0-mae:5638.94434 validation_1-mae:6233.53272 [317] validation_0-mae:5636.82422 validation_1-mae:6232.54541 [318] validation_0-mae:5636.23975 validation_1-mae:6231.93018 [319] validation_0-mae:5632.69043 validation_1-mae:6230.24414 [320] validation_0-mae:5630.74561 validation_1-mae:6229.68311 [321] validation_0-mae:5628.88281 validation_1-mae:6228.78955 [322] validation_0-mae:5624.66699 validation_1-mae:6226.98828 [323] validation_0-mae:5620.71484 validation_1-mae:6226.12939 [324] validation_0-mae:5617.56934 validation_1-mae:6225.30225 [325] validation_0-mae:5614.54785 validation_1-mae:6223.13867 [326] validation_0-mae:5613.04443 validation_1-mae:6222.74902 [327] validation_0-mae:5612.39307 validation_1-mae:6222.39355 [328] validation_0-mae:5609.94873 validation_1-mae:6222.06152 [329] validation_0-mae:5605.30127 validation_1-mae:6219.28369 [330] validation_0-mae:5603.04883 validation_1-mae:6218.85596 [331] validation_0-mae:5599.75000 validation_1-mae:6217.21924 [332] validation_0-mae:5596.70557 validation_1-mae:6216.87549 [333] validation_0-mae:5591.20215 validation_1-mae:6214.79004 [334] validation_0-mae:5589.54053 validation_1-mae:6214.15820 [335] validation_0-mae:5586.14551 validation_1-mae:6212.40674 [336] validation_0-mae:5585.13916 validation_1-mae:6212.56445 [337] validation_0-mae:5582.75879 validation_1-mae:6211.99756 [338] validation_0-mae:5581.19141 validation_1-mae:6211.52197 [339] validation_0-mae:5579.59082 validation_1-mae:6210.86670 [340] validation_0-mae:5578.63379 validation_1-mae:6210.55176 [341] validation_0-mae:5577.71289 validation_1-mae:6210.72461 [342] validation_0-mae:5576.24316 validation_1-mae:6211.19141 [343] validation_0-mae:5573.95312 validation_1-mae:6209.61133 [344] validation_0-mae:5570.47754 validation_1-mae:6207.48877 [345] validation_0-mae:5566.62647 validation_1-mae:6205.21191 [346] validation_0-mae:5565.60010 validation_1-mae:6204.83887 [347] validation_0-mae:5563.83838 validation_1-mae:6204.39062 [348] validation_0-mae:5560.02490 validation_1-mae:6202.92578 [349] validation_0-mae:5556.68750 validation_1-mae:6202.33936 [350] validation_0-mae:5554.55908 validation_1-mae:6201.20654 [351] validation_0-mae:5552.84717 validation_1-mae:6201.34326 [352] validation_0-mae:5551.44434 validation_1-mae:6200.95166 [353] validation_0-mae:5550.18506 validation_1-mae:6201.02588 [354] validation_0-mae:5549.85986 validation_1-mae:6201.14014 [355] validation_0-mae:5545.18311 validation_1-mae:6198.75732 [356] validation_0-mae:5540.18164 validation_1-mae:6195.87891 [357] validation_0-mae:5538.17627 validation_1-mae:6195.53760 [358] validation_0-mae:5535.00879 validation_1-mae:6194.58057 [359] validation_0-mae:5533.21387 validation_1-mae:6194.36670 [360] validation_0-mae:5531.28906 validation_1-mae:6193.77490 [361] validation_0-mae:5529.83301 validation_1-mae:6193.94141 [362] validation_0-mae:5527.55518 validation_1-mae:6192.79688 [363] validation_0-mae:5524.63672 validation_1-mae:6191.95312 [364] validation_0-mae:5521.94971 validation_1-mae:6190.22314 [365] validation_0-mae:5520.99414 validation_1-mae:6190.43115 [366] validation_0-mae:5518.68359 validation_1-mae:6188.76074 [367] validation_0-mae:5514.79248 validation_1-mae:6186.14648 [368] validation_0-mae:5513.33154 validation_1-mae:6186.29980 [369] validation_0-mae:5510.96045 validation_1-mae:6185.12744 [370] validation_0-mae:5508.53857 validation_1-mae:6184.33496 [371] validation_0-mae:5507.15625 validation_1-mae:6184.39648 [372] validation_0-mae:5503.91064 validation_1-mae:6183.23340 [373] validation_0-mae:5501.94678 validation_1-mae:6182.25342 [374] validation_0-mae:5500.02881 validation_1-mae:6181.53418 [375] validation_0-mae:5496.74512 validation_1-mae:6180.15967 [376] validation_0-mae:5495.58203 validation_1-mae:6180.54102 [377] validation_0-mae:5495.13965 validation_1-mae:6180.41699 [378] validation_0-mae:5493.40820 validation_1-mae:6180.02734 [379] validation_0-mae:5491.33398 validation_1-mae:6179.59228 [380] validation_0-mae:5491.02295 validation_1-mae:6179.71973 [381] validation_0-mae:5485.59814 validation_1-mae:6177.89209 [382] validation_0-mae:5483.09814 validation_1-mae:6177.17627 [383] validation_0-mae:5481.76367 validation_1-mae:6176.65137 [384] validation_0-mae:5479.80225 validation_1-mae:6175.34619 [385] validation_0-mae:5474.95166 validation_1-mae:6174.57617 [386] validation_0-mae:5468.59717 validation_1-mae:6171.69922 [387] validation_0-mae:5465.65967 validation_1-mae:6170.40186 [388] validation_0-mae:5463.60547 validation_1-mae:6170.11816 [389] validation_0-mae:5460.31397 validation_1-mae:6168.37695 [390] validation_0-mae:5458.47607 validation_1-mae:6168.08936 [391] validation_0-mae:5456.72022 validation_1-mae:6168.06055 [392] validation_0-mae:5453.60693 validation_1-mae:6166.63721 [393] validation_0-mae:5450.79785 validation_1-mae:6165.57910 [394] validation_0-mae:5449.39307 validation_1-mae:6165.37891 [395] validation_0-mae:5448.15283 validation_1-mae:6165.07910 [396] validation_0-mae:5446.71728 validation_1-mae:6164.76074 [397] validation_0-mae:5445.37109 validation_1-mae:6164.31006 [398] validation_0-mae:5443.07520 validation_1-mae:6164.50244 [399] validation_0-mae:5440.69238 validation_1-mae:6164.27637 [400] validation_0-mae:5438.82764 validation_1-mae:6163.77978 [401] validation_0-mae:5437.73535 validation_1-mae:6163.40576 [402] validation_0-mae:5435.83398 validation_1-mae:6163.00391 [403] validation_0-mae:5432.45947 validation_1-mae:6161.41260 [404] validation_0-mae:5429.78809 validation_1-mae:6160.72900 [405] validation_0-mae:5427.65625 validation_1-mae:6161.02148 [406] validation_0-mae:5425.43603 validation_1-mae:6160.62988 [407] validation_0-mae:5424.96924 validation_1-mae:6160.45850 [408] validation_0-mae:5420.12939 validation_1-mae:6156.65723 [409] validation_0-mae:5418.85303 validation_1-mae:6157.18262 [410] validation_0-mae:5417.55127 validation_1-mae:6157.05273 [411] validation_0-mae:5415.66357 validation_1-mae:6157.46289 [412] validation_0-mae:5413.51172 validation_1-mae:6157.37158 [413] validation_0-mae:5411.58643 validation_1-mae:6157.27978 [414] validation_0-mae:5411.43652 validation_1-mae:6157.29541 [415] validation_0-mae:5410.22900 validation_1-mae:6156.73975 [416] validation_0-mae:5407.62305 validation_1-mae:6156.06348 [417] validation_0-mae:5404.76074 validation_1-mae:6154.80469 [418] validation_0-mae:5404.14453 validation_1-mae:6154.38916 [419] validation_0-mae:5402.99316 validation_1-mae:6154.54932 [420] validation_0-mae:5401.62793 validation_1-mae:6154.32178 [421] validation_0-mae:5400.85449 validation_1-mae:6154.10205 [422] validation_0-mae:5399.07129 validation_1-mae:6153.65772 [423] validation_0-mae:5396.89209 validation_1-mae:6152.80811 [424] validation_0-mae:5394.07471 validation_1-mae:6151.79639 [425] validation_0-mae:5392.74219 validation_1-mae:6152.00732 [426] validation_0-mae:5391.32617 validation_1-mae:6151.60107 [427] validation_0-mae:5389.90527 validation_1-mae:6151.31982 [428] validation_0-mae:5389.15674 validation_1-mae:6151.39990 [429] validation_0-mae:5387.05420 validation_1-mae:6151.38232 [430] validation_0-mae:5386.67920 validation_1-mae:6151.22217 [431] validation_0-mae:5385.36279 validation_1-mae:6150.85400 [432] validation_0-mae:5384.83398 validation_1-mae:6151.22217 [433] validation_0-mae:5383.61963 validation_1-mae:6151.12109 [434] validation_0-mae:5382.48389 validation_1-mae:6150.71484 [435] validation_0-mae:5380.72510 validation_1-mae:6150.49023 [436] validation_0-mae:5378.97559 validation_1-mae:6150.88721 [437] validation_0-mae:5376.96387 validation_1-mae:6151.39990 [438] validation_0-mae:5376.61328 validation_1-mae:6151.20068 [439] validation_0-mae:5375.75830 validation_1-mae:6151.29639 [440] validation_0-mae:5373.07959 validation_1-mae:6150.23779 [441] validation_0-mae:5370.05908 validation_1-mae:6148.78174 [442] validation_0-mae:5368.81885 validation_1-mae:6148.13770 [443] validation_0-mae:5367.90332 validation_1-mae:6148.21436 [444] validation_0-mae:5364.07129 validation_1-mae:6146.67383 [445] validation_0-mae:5360.51074 validation_1-mae:6145.68750 [446] validation_0-mae:5357.38965 validation_1-mae:6145.66162 [447] validation_0-mae:5353.15234 validation_1-mae:6142.72803 [448] validation_0-mae:5351.63281 validation_1-mae:6142.56006 [449] validation_0-mae:5349.20801 validation_1-mae:6142.10205 [450] validation_0-mae:5346.61816 validation_1-mae:6141.71875 [451] validation_0-mae:5343.94531 validation_1-mae:6140.51611 [452] validation_0-mae:5342.45801 validation_1-mae:6139.64844 [453] validation_0-mae:5341.01758 validation_1-mae:6139.14795 [454] validation_0-mae:5337.32227 validation_1-mae:6137.37598 [455] validation_0-mae:5335.25586 validation_1-mae:6137.12109 [456] validation_0-mae:5333.59814 validation_1-mae:6136.62695 [457] validation_0-mae:5332.18262 validation_1-mae:6136.53272 [458] validation_0-mae:5331.09277 validation_1-mae:6135.98193 [459] validation_0-mae:5330.96924 validation_1-mae:6135.99072 [460] validation_0-mae:5329.39404 validation_1-mae:6135.42236 [461] validation_0-mae:5327.47656 validation_1-mae:6135.09619 [462] validation_0-mae:5324.80762 validation_1-mae:6134.29736 [463] validation_0-mae:5322.67529 validation_1-mae:6133.69189 [464] validation_0-mae:5320.32959 validation_1-mae:6133.24951 [465] validation_0-mae:5319.08984 validation_1-mae:6132.50000 [466] validation_0-mae:5317.15674 validation_1-mae:6133.14258 [467] validation_0-mae:5314.39355 validation_1-mae:6132.83154 [468] validation_0-mae:5313.49561 validation_1-mae:6132.54834 [469] validation_0-mae:5310.30664 validation_1-mae:6131.70654 [470] validation_0-mae:5309.04590 validation_1-mae:6131.04443 [471] validation_0-mae:5307.92725 validation_1-mae:6130.95020 [472] validation_0-mae:5304.86475 validation_1-mae:6129.60693 [473] validation_0-mae:5302.97656 validation_1-mae:6128.18066 [474] validation_0-mae:5300.77393 validation_1-mae:6128.01904 [475] validation_0-mae:5300.56689 validation_1-mae:6127.83594 [476] validation_0-mae:5298.25684 validation_1-mae:6126.89746 [477] validation_0-mae:5293.65723 validation_1-mae:6126.35400 [478] validation_0-mae:5289.96728 validation_1-mae:6125.25879 [479] validation_0-mae:5287.69189 validation_1-mae:6125.70898 [480] validation_0-mae:5284.12842 validation_1-mae:6123.15576 [481] validation_0-mae:5283.29980 validation_1-mae:6123.58936 [482] validation_0-mae:5282.08838 validation_1-mae:6123.69141 [483] validation_0-mae:5281.04883 validation_1-mae:6123.07324 [484] validation_0-mae:5277.16504 validation_1-mae:6122.45605 [485] validation_0-mae:5274.50391 validation_1-mae:6122.25049 [486] validation_0-mae:5274.25830 validation_1-mae:6122.44678 [487] validation_0-mae:5272.71582 validation_1-mae:6121.78467 [488] validation_0-mae:5270.35059 validation_1-mae:6120.80078 [489] validation_0-mae:5268.41797 validation_1-mae:6120.52637 [490] validation_0-mae:5266.15674 validation_1-mae:6119.84424 [491] validation_0-mae:5265.76562 validation_1-mae:6119.68603 [492] validation_0-mae:5264.33496 validation_1-mae:6119.05225 [493] validation_0-mae:5263.10791 validation_1-mae:6119.13330 [494] validation_0-mae:5260.70410 validation_1-mae:6119.12988 [495] validation_0-mae:5259.22510 validation_1-mae:6119.75977 [496] validation_0-mae:5259.10303 validation_1-mae:6119.85156 [497] validation_0-mae:5257.98828 validation_1-mae:6120.27393 [498] validation_0-mae:5257.71338 validation_1-mae:6120.25342 [499] validation_0-mae:5256.86914 validation_1-mae:6120.43262 [500] validation_0-mae:5255.20557 validation_1-mae:6119.75977 [501] validation_0-mae:5253.78711 validation_1-mae:6119.15234 [502] validation_0-mae:5252.09180 validation_1-mae:6118.26709 [503] validation_0-mae:5249.34228 validation_1-mae:6117.95654 [504] validation_0-mae:5247.56592 validation_1-mae:6117.68018 [505] validation_0-mae:5245.68457 validation_1-mae:6117.03662 [506] validation_0-mae:5244.57275 validation_1-mae:6117.02295 [507] validation_0-mae:5243.24316 validation_1-mae:6116.60938 [508] validation_0-mae:5241.83057 validation_1-mae:6116.78955 [509] validation_0-mae:5240.67627 validation_1-mae:6116.86768 [510] validation_0-mae:5240.60059 validation_1-mae:6116.94971 [511] validation_0-mae:5239.19971 validation_1-mae:6115.94434 [512] validation_0-mae:5237.03613 validation_1-mae:6115.04443 [513] validation_0-mae:5236.44775 validation_1-mae:6114.87109 [514] validation_0-mae:5234.02051 validation_1-mae:6114.33203 [515] validation_0-mae:5232.76758 validation_1-mae:6113.83838 [516] validation_0-mae:5229.26172 validation_1-mae:6111.31494 [517] validation_0-mae:5227.29736 validation_1-mae:6111.26904 [518] validation_0-mae:5225.13037 validation_1-mae:6110.40625 [519] validation_0-mae:5223.51172 validation_1-mae:6110.25000 [520] validation_0-mae:5222.00049 validation_1-mae:6109.79639 [521] validation_0-mae:5221.23486 validation_1-mae:6109.55078 [522] validation_0-mae:5219.18799 validation_1-mae:6109.14648 [523] validation_0-mae:5218.63086 validation_1-mae:6109.24561 [524] validation_0-mae:5216.97461 validation_1-mae:6108.75928 [525] validation_0-mae:5213.95166 validation_1-mae:6108.91113 [526] validation_0-mae:5209.85840 validation_1-mae:6106.23047 [527] validation_0-mae:5209.20850 validation_1-mae:6105.44238 [528] validation_0-mae:5206.69092 validation_1-mae:6104.64941 [529] validation_0-mae:5204.44971 validation_1-mae:6104.34912 [530] validation_0-mae:5203.31543 validation_1-mae:6104.64648 [531] validation_0-mae:5199.83691 validation_1-mae:6104.08936 [532] validation_0-mae:5196.34424 validation_1-mae:6102.49268 [533] validation_0-mae:5195.05127 validation_1-mae:6102.44531 [534] validation_0-mae:5193.20264 validation_1-mae:6101.91602 [535] validation_0-mae:5192.81299 validation_1-mae:6102.20020 [536] validation_0-mae:5191.49512 validation_1-mae:6101.69531 [537] validation_0-mae:5189.74414 validation_1-mae:6101.72314 [538] validation_0-mae:5184.95264 validation_1-mae:6099.22559 [539] validation_0-mae:5182.82812 validation_1-mae:6097.95068 [540] validation_0-mae:5181.08984 validation_1-mae:6096.46875 [541] validation_0-mae:5177.80811 validation_1-mae:6096.06543 [542] validation_0-mae:5175.29053 validation_1-mae:6096.06250 [543] validation_0-mae:5174.10400 validation_1-mae:6095.21777 [544] validation_0-mae:5171.89990 validation_1-mae:6094.40186 [545] validation_0-mae:5170.60010 validation_1-mae:6094.17139 [546] validation_0-mae:5169.87207 validation_1-mae:6093.89893 [547] validation_0-mae:5168.31592 validation_1-mae:6092.75049 [548] validation_0-mae:5167.04590 validation_1-mae:6092.41748 [549] validation_0-mae:5165.62158 validation_1-mae:6092.40332 [550] validation_0-mae:5164.37207 validation_1-mae:6092.24756 [551] validation_0-mae:5162.51758 validation_1-mae:6092.49268 [552] validation_0-mae:5161.25928 validation_1-mae:6092.94287 [553] validation_0-mae:5159.91162 validation_1-mae:6092.93408 [554] validation_0-mae:5158.75488 validation_1-mae:6092.79834 [555] validation_0-mae:5156.34131 validation_1-mae:6091.93555 [556] validation_0-mae:5155.94141 validation_1-mae:6091.79102 [557] validation_0-mae:5154.17969 validation_1-mae:6091.36328 [558] validation_0-mae:5153.82715 validation_1-mae:6091.33350 [559] validation_0-mae:5152.48145 validation_1-mae:6090.90527 [560] validation_0-mae:5150.91016 validation_1-mae:6090.19824 [561] validation_0-mae:5148.49023 validation_1-mae:6089.03174 [562] validation_0-mae:5145.91309 validation_1-mae:6088.92334 [563] validation_0-mae:5145.42139 validation_1-mae:6088.90772 [564] validation_0-mae:5144.07764 validation_1-mae:6088.93311 [565] validation_0-mae:5143.28516 validation_1-mae:6088.58936 [566] validation_0-mae:5142.23438 validation_1-mae:6088.92969 [567] validation_0-mae:5140.47705 validation_1-mae:6088.74072 [568] validation_0-mae:5138.59033 validation_1-mae:6088.26074 [569] validation_0-mae:5136.91064 validation_1-mae:6089.27930 [570] validation_0-mae:5135.33252 validation_1-mae:6089.58252 [571] validation_0-mae:5135.01611 validation_1-mae:6089.74316 [572] validation_0-mae:5132.83154 validation_1-mae:6088.71094 [573] validation_0-mae:5132.56445 validation_1-mae:6088.57129 [574] validation_0-mae:5131.78076 validation_1-mae:6088.38477 [575] validation_0-mae:5130.77393 validation_1-mae:6088.35254 [576] validation_0-mae:5130.37207 validation_1-mae:6088.19189 [577] validation_0-mae:5129.04834 validation_1-mae:6088.36328 [578] validation_0-mae:5128.40039 validation_1-mae:6087.82959 [579] validation_0-mae:5126.92480 validation_1-mae:6086.65723 [580] validation_0-mae:5125.87256 validation_1-mae:6086.05322 [581] validation_0-mae:5122.02490 validation_1-mae:6085.88232 [582] validation_0-mae:5118.56201 validation_1-mae:6084.94531 [583] validation_0-mae:5117.90186 validation_1-mae:6085.00537 [584] validation_0-mae:5114.80811 validation_1-mae:6084.10498 [585] validation_0-mae:5113.02393 validation_1-mae:6083.95654 [586] validation_0-mae:5110.74365 validation_1-mae:6083.95264 [587] validation_0-mae:5109.19629 validation_1-mae:6083.99268 [588] validation_0-mae:5107.29639 validation_1-mae:6083.93408 [589] validation_0-mae:5106.12988 validation_1-mae:6083.86914 [590] validation_0-mae:5104.21973 validation_1-mae:6082.32373 [591] validation_0-mae:5103.13965 validation_1-mae:6082.70996 [592] validation_0-mae:5101.63721 validation_1-mae:6081.93018 [593] validation_0-mae:5100.31201 validation_1-mae:6082.17529 [594] validation_0-mae:5099.72363 validation_1-mae:6082.21387 [595] validation_0-mae:5098.08105 validation_1-mae:6082.13623 [596] validation_0-mae:5096.73193 validation_1-mae:6081.68799 [597] validation_0-mae:5096.14648 validation_1-mae:6081.76074 [598] validation_0-mae:5095.44678 validation_1-mae:6082.13477 [599] validation_0-mae:5093.70996 validation_1-mae:6082.16699 [600] validation_0-mae:5092.43506 validation_1-mae:6082.19678 [601] validation_0-mae:5091.38623 validation_1-mae:6081.22266 [602] validation_0-mae:5089.78564 validation_1-mae:6080.51611 [603] validation_0-mae:5088.41650 validation_1-mae:6080.25098 [604] validation_0-mae:5087.35840 validation_1-mae:6080.59766 [605] validation_0-mae:5085.86426 validation_1-mae:6080.20996 [606] validation_0-mae:5085.05518 validation_1-mae:6079.85010 [607] validation_0-mae:5084.84619 validation_1-mae:6080.32715 [608] validation_0-mae:5084.11084 validation_1-mae:6080.05273 [609] validation_0-mae:5083.66553 validation_1-mae:6079.91455 [610] validation_0-mae:5080.49414 validation_1-mae:6079.57422 [611] validation_0-mae:5077.63428 validation_1-mae:6078.02539 [612] validation_0-mae:5076.35986 validation_1-mae:6077.76123 [613] validation_0-mae:5074.90527 validation_1-mae:6077.35791 [614] validation_0-mae:5073.64258 validation_1-mae:6077.10547 [615] validation_0-mae:5071.99512 validation_1-mae:6076.94336 [616] validation_0-mae:5070.70801 validation_1-mae:6076.81006 [617] validation_0-mae:5068.76465 validation_1-mae:6077.50732 [618] validation_0-mae:5067.32812 validation_1-mae:6077.14502 [619] validation_0-mae:5065.17334 validation_1-mae:6077.25293 [620] validation_0-mae:5064.12158 validation_1-mae:6077.14258 [621] validation_0-mae:5063.48730 validation_1-mae:6077.11768 [622] validation_0-mae:5061.98633 validation_1-mae:6077.61816 [623] validation_0-mae:5059.89160 validation_1-mae:6077.23779 [624] validation_0-mae:5059.68994 validation_1-mae:6077.27930 [625] validation_0-mae:5058.85303 validation_1-mae:6077.06348 [626] validation_0-mae:5056.40332 validation_1-mae:6075.99268 [627] validation_0-mae:5055.58447 validation_1-mae:6075.31592 [628] validation_0-mae:5054.75391 validation_1-mae:6075.01514 [629] validation_0-mae:5053.48975 validation_1-mae:6074.39502 [630] validation_0-mae:5051.89307 validation_1-mae:6073.86475 [631] validation_0-mae:5049.12891 validation_1-mae:6072.72852 [632] validation_0-mae:5045.68164 validation_1-mae:6070.70898 [633] validation_0-mae:5043.18555 validation_1-mae:6069.62647 [634] validation_0-mae:5042.04150 validation_1-mae:6068.97412 [635] validation_0-mae:5038.90186 validation_1-mae:6068.46631 [636] validation_0-mae:5036.19873 validation_1-mae:6067.36279 [637] validation_0-mae:5034.99707 validation_1-mae:6067.37598 [638] validation_0-mae:5032.75439 validation_1-mae:6066.24121 [639] validation_0-mae:5031.39014 validation_1-mae:6065.92627 [640] validation_0-mae:5029.18897 validation_1-mae:6065.18506 [641] validation_0-mae:5027.99219 validation_1-mae:6065.30957 [642] validation_0-mae:5027.21728 validation_1-mae:6065.33105 [643] validation_0-mae:5026.21240 validation_1-mae:6065.43506 [644] validation_0-mae:5024.53272 validation_1-mae:6064.58984 [645] validation_0-mae:5024.08984 validation_1-mae:6064.53809 [646] validation_0-mae:5022.29297 validation_1-mae:6064.45996 [647] validation_0-mae:5020.97217 validation_1-mae:6064.75244 [648] validation_0-mae:5019.12793 validation_1-mae:6063.41211 [649] validation_0-mae:5018.25928 validation_1-mae:6063.19238 [650] validation_0-mae:5015.34668 validation_1-mae:6061.71338 [651] validation_0-mae:5014.26758 validation_1-mae:6061.68408 [652] validation_0-mae:5011.02734 validation_1-mae:6059.66113 [653] validation_0-mae:5009.46191 validation_1-mae:6058.78809 [654] validation_0-mae:5008.95264 validation_1-mae:6058.80713 [655] validation_0-mae:5008.23145 validation_1-mae:6058.85547 [656] validation_0-mae:5007.43506 validation_1-mae:6058.74170 [657] validation_0-mae:5006.74365 validation_1-mae:6058.48584 [658] validation_0-mae:5004.70703 validation_1-mae:6058.62256 [659] validation_0-mae:5004.21484 validation_1-mae:6058.55176 [660] validation_0-mae:5002.39502 validation_1-mae:6058.11230 [661] validation_0-mae:5000.63867 validation_1-mae:6058.61133 [662] validation_0-mae:4999.23682 validation_1-mae:6058.45410 [663] validation_0-mae:4997.86816 validation_1-mae:6058.22217 [664] validation_0-mae:4995.27588 validation_1-mae:6058.24805 [665] validation_0-mae:4993.01367 validation_1-mae:6056.84082 [666] validation_0-mae:4992.57227 validation_1-mae:6056.51367 [667] validation_0-mae:4990.64453 validation_1-mae:6055.87598 [668] validation_0-mae:4988.83496 validation_1-mae:6055.66797 [669] validation_0-mae:4987.59424 validation_1-mae:6055.74756 [670] validation_0-mae:4985.47119 validation_1-mae:6055.23682 [671] validation_0-mae:4982.99072 validation_1-mae:6056.18897 [672] validation_0-mae:4981.01318 validation_1-mae:6055.88916 [673] validation_0-mae:4979.08008 validation_1-mae:6055.33057 [674] validation_0-mae:4977.51465 validation_1-mae:6054.82666 [675] validation_0-mae:4975.48291 validation_1-mae:6053.81299 [676] validation_0-mae:4973.71387 validation_1-mae:6053.55615 [677] validation_0-mae:4971.45898 validation_1-mae:6053.45068 [678] validation_0-mae:4969.58105 validation_1-mae:6053.78320 [679] validation_0-mae:4967.96338 validation_1-mae:6053.38574 [680] validation_0-mae:4966.27197 validation_1-mae:6053.25049 [681] validation_0-mae:4965.54443 validation_1-mae:6053.24414 [682] validation_0-mae:4963.63428 validation_1-mae:6052.45117 [683] validation_0-mae:4962.32373 validation_1-mae:6052.28369 [684] validation_0-mae:4961.36230 validation_1-mae:6052.01758 [685] validation_0-mae:4961.11279 validation_1-mae:6052.23291 [686] validation_0-mae:4959.18018 validation_1-mae:6051.14795 [687] validation_0-mae:4956.44971 validation_1-mae:6050.43359 [688] validation_0-mae:4954.96777 validation_1-mae:6050.42041 [689] validation_0-mae:4953.30762 validation_1-mae:6050.79980 [690] validation_0-mae:4952.00879 validation_1-mae:6050.79785 [691] validation_0-mae:4950.52881 validation_1-mae:6050.55225 [692] validation_0-mae:4950.19971 validation_1-mae:6051.01709 [693] validation_0-mae:4948.37402 validation_1-mae:6050.97949 [694] validation_0-mae:4946.77783 validation_1-mae:6050.45508 [695] validation_0-mae:4946.18897 validation_1-mae:6050.39062 [696] validation_0-mae:4944.21973 validation_1-mae:6050.49170 [697] validation_0-mae:4941.81201 validation_1-mae:6049.71680 [698] validation_0-mae:4940.69287 validation_1-mae:6049.45459 [699] validation_0-mae:4936.20703 validation_1-mae:6046.55957 [700] validation_0-mae:4934.46924 validation_1-mae:6046.37598 [701] validation_0-mae:4933.55029 validation_1-mae:6046.62207 [702] validation_0-mae:4931.48535 validation_1-mae:6045.44385 [703] validation_0-mae:4929.83301 validation_1-mae:6045.07275 [704] validation_0-mae:4928.07910 validation_1-mae:6043.79590 [705] validation_0-mae:4925.58545 validation_1-mae:6042.89600 [706] validation_0-mae:4923.63184 validation_1-mae:6042.42432 [707] validation_0-mae:4922.32617 validation_1-mae:6042.25244 [708] validation_0-mae:4918.92334 validation_1-mae:6040.51611 [709] validation_0-mae:4916.00439 validation_1-mae:6039.15088 [710] validation_0-mae:4914.26514 validation_1-mae:6037.90283 [711] validation_0-mae:4912.40478 validation_1-mae:6037.89307 [712] validation_0-mae:4911.71338 validation_1-mae:6037.75830 [713] validation_0-mae:4909.76807 validation_1-mae:6036.87891 [714] validation_0-mae:4909.09814 validation_1-mae:6036.56787 [715] validation_0-mae:4908.80859 validation_1-mae:6036.92090 [716] validation_0-mae:4908.45068 validation_1-mae:6036.90186 [717] validation_0-mae:4907.44922 validation_1-mae:6037.17480 [718] validation_0-mae:4906.81934 validation_1-mae:6037.12012 [719] validation_0-mae:4906.19141 validation_1-mae:6037.29102 [720] validation_0-mae:4904.57471 validation_1-mae:6036.40283 [721] validation_0-mae:4903.14258 validation_1-mae:6035.87353 [722] validation_0-mae:4903.05127 validation_1-mae:6035.77490 [723] validation_0-mae:4902.37305 validation_1-mae:6035.70947 [724] validation_0-mae:4901.78955 validation_1-mae:6035.80762 [725] validation_0-mae:4901.23682 validation_1-mae:6035.66406 [726] validation_0-mae:4900.45410 validation_1-mae:6035.39062 [727] validation_0-mae:4898.57861 validation_1-mae:6035.53955 [728] validation_0-mae:4896.30566 validation_1-mae:6035.48486 [729] validation_0-mae:4895.08545 validation_1-mae:6035.18603 [730] validation_0-mae:4894.05127 validation_1-mae:6035.23242 [731] validation_0-mae:4892.45557 validation_1-mae:6035.99365 [732] validation_0-mae:4890.47900 validation_1-mae:6036.40332 [733] validation_0-mae:4889.56152 validation_1-mae:6036.54102 [734] validation_0-mae:4888.71582 validation_1-mae:6036.30029 [735] validation_0-mae:4887.95117 validation_1-mae:6036.24902 [736] validation_0-mae:4885.83936 validation_1-mae:6035.99414 [737] validation_0-mae:4884.84717 validation_1-mae:6035.72119 [738] validation_0-mae:4884.53369 validation_1-mae:6035.76270 [739] validation_0-mae:4882.66943 validation_1-mae:6034.42090 [740] validation_0-mae:4881.14746 validation_1-mae:6034.02490 [741] validation_0-mae:4879.49512 validation_1-mae:6034.20020 [742] validation_0-mae:4877.68018 validation_1-mae:6034.22852 [743] validation_0-mae:4876.33691 validation_1-mae:6033.62451 [744] validation_0-mae:4873.96582 validation_1-mae:6031.83838 [745] validation_0-mae:4872.04980 validation_1-mae:6032.47217 [746] validation_0-mae:4868.83057 validation_1-mae:6032.29785 [747] validation_0-mae:4867.54785 validation_1-mae:6032.41309 [748] validation_0-mae:4866.39502 validation_1-mae:6032.41699 [749] validation_0-mae:4865.90772 validation_1-mae:6032.14941 [750] validation_0-mae:4864.26855 validation_1-mae:6031.38281 [751] validation_0-mae:4862.57324 validation_1-mae:6030.94287 [752] validation_0-mae:4860.24268 validation_1-mae:6029.33740 [753] validation_0-mae:4858.91162 validation_1-mae:6029.09277 [754] validation_0-mae:4857.40772 validation_1-mae:6028.55811 [755] validation_0-mae:4855.71533 validation_1-mae:6028.33301 [756] validation_0-mae:4854.62256 validation_1-mae:6028.46436 [757] validation_0-mae:4853.74365 validation_1-mae:6027.95605 [758] validation_0-mae:4852.07080 validation_1-mae:6027.72900 [759] validation_0-mae:4851.91895 validation_1-mae:6027.72412 [760] validation_0-mae:4850.41797 validation_1-mae:6027.29199 [761] validation_0-mae:4849.29297 validation_1-mae:6027.49365 [762] validation_0-mae:4848.22607 validation_1-mae:6027.93262 [763] validation_0-mae:4847.11670 validation_1-mae:6026.89307 [764] validation_0-mae:4846.20557 validation_1-mae:6026.56152 [765] validation_0-mae:4844.24707 validation_1-mae:6026.45410 [766] validation_0-mae:4842.75342 validation_1-mae:6026.03418 [767] validation_0-mae:4841.12744 validation_1-mae:6025.84180 [768] validation_0-mae:4839.95410 validation_1-mae:6026.32422 [769] validation_0-mae:4839.28125 validation_1-mae:6025.78272 [770] validation_0-mae:4838.78662 validation_1-mae:6025.57764 [771] validation_0-mae:4838.28174 validation_1-mae:6025.67480 [772] validation_0-mae:4837.69482 validation_1-mae:6025.85693 [773] validation_0-mae:4834.93555 validation_1-mae:6024.63232 [774] validation_0-mae:4832.77686 validation_1-mae:6024.01318 [775] validation_0-mae:4831.91309 validation_1-mae:6024.21240 [776] validation_0-mae:4830.66650 validation_1-mae:6024.30322 [777] validation_0-mae:4828.36035 validation_1-mae:6023.21875 [778] validation_0-mae:4825.96826 validation_1-mae:6023.35107 [779] validation_0-mae:4824.18164 validation_1-mae:6022.76123 [780] validation_0-mae:4821.37158 validation_1-mae:6020.95312 [781] validation_0-mae:4819.75195 validation_1-mae:6020.83838 [782] validation_0-mae:4818.44629 validation_1-mae:6020.35986 [783] validation_0-mae:4816.45215 validation_1-mae:6018.80225 [784] validation_0-mae:4815.79053 validation_1-mae:6018.89307 [785] validation_0-mae:4813.65088 validation_1-mae:6018.75781 [786] validation_0-mae:4811.50049 validation_1-mae:6016.96191 [787] validation_0-mae:4810.72119 validation_1-mae:6016.65869 [788] validation_0-mae:4809.55664 validation_1-mae:6016.20020 [789] validation_0-mae:4806.55176 validation_1-mae:6016.26123 [790] validation_0-mae:4804.87256 validation_1-mae:6016.07422 [791] validation_0-mae:4802.55029 validation_1-mae:6014.84033 [792] validation_0-mae:4801.06494 validation_1-mae:6014.70410 [793] validation_0-mae:4799.47705 validation_1-mae:6014.22266 [794] validation_0-mae:4796.37305 validation_1-mae:6013.16650 [795] validation_0-mae:4794.84522 validation_1-mae:6013.09424 [796] validation_0-mae:4792.36865 validation_1-mae:6012.39453 [797] validation_0-mae:4790.96338 validation_1-mae:6012.47266 [798] validation_0-mae:4789.31299 validation_1-mae:6013.06152 [799] validation_0-mae:4787.26758 validation_1-mae:6012.52490 [800] validation_0-mae:4786.14209 validation_1-mae:6013.09717 [801] validation_0-mae:4785.02002 validation_1-mae:6013.20508 [802] validation_0-mae:4784.16211 validation_1-mae:6013.11963 [803] validation_0-mae:4782.39697 validation_1-mae:6013.05371 [804] validation_0-mae:4779.62647 validation_1-mae:6012.75147 [805] validation_0-mae:4777.42920 validation_1-mae:6013.33643 [806] validation_0-mae:4776.26611 validation_1-mae:6012.83008 [807] validation_0-mae:4774.23682 validation_1-mae:6012.55469 [808] validation_0-mae:4772.38086 validation_1-mae:6011.64209 [809] validation_0-mae:4770.23145 validation_1-mae:6010.87061 [810] validation_0-mae:4769.63086 validation_1-mae:6010.64551 [811] validation_0-mae:4767.25391 validation_1-mae:6010.76758 [812] validation_0-mae:4765.60352 validation_1-mae:6011.20312 [813] validation_0-mae:4764.74268 validation_1-mae:6011.72363 [814] validation_0-mae:4763.58057 validation_1-mae:6011.67871 [815] validation_0-mae:4762.09619 validation_1-mae:6011.18262 [816] validation_0-mae:4761.33740 validation_1-mae:6010.42822 [817] validation_0-mae:4760.93213 validation_1-mae:6010.72022 [818] validation_0-mae:4759.94189 validation_1-mae:6010.23340 [819] validation_0-mae:4759.82861 validation_1-mae:6010.24902 [820] validation_0-mae:4759.32129 validation_1-mae:6010.23877 [821] validation_0-mae:4758.43994 validation_1-mae:6010.07617 [822] validation_0-mae:4757.55957 validation_1-mae:6009.52344 [823] validation_0-mae:4755.42480 validation_1-mae:6008.57178 [824] validation_0-mae:4753.85352 validation_1-mae:6007.87891 [825] validation_0-mae:4752.29443 validation_1-mae:6008.78125 [826] validation_0-mae:4751.10498 validation_1-mae:6008.28418 [827] validation_0-mae:4749.64893 validation_1-mae:6007.83984 [828] validation_0-mae:4747.86670 validation_1-mae:6007.75977 [829] validation_0-mae:4745.34228 validation_1-mae:6008.17529 [830] validation_0-mae:4744.05469 validation_1-mae:6008.10205 [831] validation_0-mae:4742.54932 validation_1-mae:6007.97754 [832] validation_0-mae:4740.80225 validation_1-mae:6007.24609 [833] validation_0-mae:4740.04395 validation_1-mae:6007.50195 [834] validation_0-mae:4738.79346 validation_1-mae:6007.30127 [835] validation_0-mae:4738.27344 validation_1-mae:6007.12207 [836] validation_0-mae:4737.57861 validation_1-mae:6007.59131 [837] validation_0-mae:4735.86279 validation_1-mae:6007.72168 [838] validation_0-mae:4735.29736 validation_1-mae:6007.68066 [839] validation_0-mae:4734.74609 validation_1-mae:6007.46191 [840] validation_0-mae:4733.55664 validation_1-mae:6007.90527 [841] validation_0-mae:4733.06494 validation_1-mae:6007.94531 [842] validation_0-mae:4731.16211 validation_1-mae:6007.66846 [843] validation_0-mae:4730.05957 validation_1-mae:6007.84082 [844] validation_0-mae:4728.80176 validation_1-mae:6007.20068 [845] validation_0-mae:4727.96191 validation_1-mae:6007.10352 [846] validation_0-mae:4727.00342 validation_1-mae:6006.95312 [847] validation_0-mae:4725.93115 validation_1-mae:6006.51807 [848] validation_0-mae:4724.09912 validation_1-mae:6006.52148 [849] validation_0-mae:4723.30469 validation_1-mae:6006.35596 [850] validation_0-mae:4722.24268 validation_1-mae:6006.10938 [851] validation_0-mae:4721.24902 validation_1-mae:6005.92383 [852] validation_0-mae:4719.80713 validation_1-mae:6005.35107 [853] validation_0-mae:4718.55566 validation_1-mae:6005.05615 [854] validation_0-mae:4717.70215 validation_1-mae:6005.48779 [855] validation_0-mae:4715.90234 validation_1-mae:6004.96191 [856] validation_0-mae:4714.94385 validation_1-mae:6005.12061 [857] validation_0-mae:4714.85645 validation_1-mae:6005.12939 [858] validation_0-mae:4713.62647 validation_1-mae:6004.99365 [859] validation_0-mae:4712.46240 validation_1-mae:6004.45361 [860] validation_0-mae:4711.18164 validation_1-mae:6004.31299 [861] validation_0-mae:4710.12451 validation_1-mae:6004.11133 [862] validation_0-mae:4708.79541 validation_1-mae:6004.19385 [863] validation_0-mae:4707.13770 validation_1-mae:6004.13867 [864] validation_0-mae:4706.16650 validation_1-mae:6003.93164 [865] validation_0-mae:4704.21240 validation_1-mae:6003.90967 [866] validation_0-mae:4702.63770 validation_1-mae:6003.90430 [867] validation_0-mae:4701.50635 validation_1-mae:6003.58838 [868] validation_0-mae:4700.40430 validation_1-mae:6002.95068 [869] validation_0-mae:4698.68018 validation_1-mae:6003.48535 [870] validation_0-mae:4696.52930 validation_1-mae:6002.88428 [871] validation_0-mae:4695.34082 validation_1-mae:6003.29639 [872] validation_0-mae:4694.00928 validation_1-mae:6002.69287 [873] validation_0-mae:4692.95117 validation_1-mae:6002.26074 [874] validation_0-mae:4691.14746 validation_1-mae:6002.40283 [875] validation_0-mae:4689.51904 validation_1-mae:6001.74756 [876] validation_0-mae:4688.76221 validation_1-mae:6001.59522 [877] validation_0-mae:4687.24512 validation_1-mae:6000.46582 [878] validation_0-mae:4684.71191 validation_1-mae:6000.39502 [879] validation_0-mae:4683.47168 validation_1-mae:6000.28418 [880] validation_0-mae:4681.81006 validation_1-mae:6000.53809 [881] validation_0-mae:4680.93066 validation_1-mae:5999.99561 [882] validation_0-mae:4679.86768 validation_1-mae:5999.76660 [883] validation_0-mae:4679.52637 validation_1-mae:6000.09766 [884] validation_0-mae:4679.37988 validation_1-mae:5999.98730 [885] validation_0-mae:4678.93164 validation_1-mae:6000.02051 [886] validation_0-mae:4676.95898 validation_1-mae:6000.18799 [887] validation_0-mae:4675.63525 validation_1-mae:6000.23291 [888] validation_0-mae:4674.63086 validation_1-mae:5999.76270 [889] validation_0-mae:4672.91846 validation_1-mae:5999.27881 [890] validation_0-mae:4671.80225 validation_1-mae:5999.13379 [891] validation_0-mae:4670.69678 validation_1-mae:5999.42432 [892] validation_0-mae:4669.49902 validation_1-mae:5999.41699 [893] validation_0-mae:4668.52344 validation_1-mae:5999.27588 [894] validation_0-mae:4666.74951 validation_1-mae:5998.41699 [895] validation_0-mae:4665.85059 validation_1-mae:5998.38770 [896] validation_0-mae:4663.95898 validation_1-mae:5997.81397 [897] validation_0-mae:4662.12305 validation_1-mae:5997.38672 [898] validation_0-mae:4660.73682 validation_1-mae:5997.64502 [899] validation_0-mae:4659.92432 validation_1-mae:5997.55859 [900] validation_0-mae:4658.70410 validation_1-mae:5996.99951 [901] validation_0-mae:4656.48193 validation_1-mae:5996.97949 [902] validation_0-mae:4655.60693 validation_1-mae:5996.79883 [903] validation_0-mae:4653.24805 validation_1-mae:5996.95947 [904] validation_0-mae:4652.13086 validation_1-mae:5997.27002 [905] validation_0-mae:4651.33350 validation_1-mae:5997.23242 [906] validation_0-mae:4648.26904 validation_1-mae:5996.46094 [907] validation_0-mae:4646.96875 validation_1-mae:5996.71924 [908] validation_0-mae:4646.62207 validation_1-mae:5997.30420 [909] validation_0-mae:4644.98389 validation_1-mae:5996.88135 [910] validation_0-mae:4643.68066 validation_1-mae:5996.80957 [911] validation_0-mae:4642.91895 validation_1-mae:5996.70703 [912] validation_0-mae:4641.41211 validation_1-mae:5995.98584 [913] validation_0-mae:4640.68066 validation_1-mae:5996.19580 [914] validation_0-mae:4639.83545 validation_1-mae:5996.48682 [915] validation_0-mae:4638.84424 validation_1-mae:5996.33740 [916] validation_0-mae:4637.88184 validation_1-mae:5995.92285 [917] validation_0-mae:4637.36230 validation_1-mae:5995.87842 [918] validation_0-mae:4636.26758 validation_1-mae:5995.98877 [919] validation_0-mae:4635.08545 validation_1-mae:5995.74805 [920] validation_0-mae:4632.72461 validation_1-mae:5994.00147 [921] validation_0-mae:4631.75000 validation_1-mae:5993.69775 [922] validation_0-mae:4630.01416 validation_1-mae:5993.05713 [923] validation_0-mae:4628.52344 validation_1-mae:5992.55518 [924] validation_0-mae:4627.69287 validation_1-mae:5992.37402 [925] validation_0-mae:4626.17090 validation_1-mae:5992.60498 [926] validation_0-mae:4625.40527 validation_1-mae:5992.43848 [927] validation_0-mae:4624.25098 validation_1-mae:5991.58301 [928] validation_0-mae:4621.98584 validation_1-mae:5990.48730 [929] validation_0-mae:4620.88916 validation_1-mae:5990.03662 [930] validation_0-mae:4618.88867 validation_1-mae:5989.55811 [931] validation_0-mae:4616.41162 validation_1-mae:5989.31152 [932] validation_0-mae:4615.86279 validation_1-mae:5989.47607 [933] validation_0-mae:4615.46338 validation_1-mae:5989.13477 [934] validation_0-mae:4614.88770 validation_1-mae:5988.80078 [935] validation_0-mae:4614.49365 validation_1-mae:5989.09912 [936] validation_0-mae:4613.18506 validation_1-mae:5989.13867 [937] validation_0-mae:4612.31152 validation_1-mae:5989.21240 [938] validation_0-mae:4612.06934 validation_1-mae:5989.09473 [939] validation_0-mae:4611.68555 validation_1-mae:5989.22070 [940] validation_0-mae:4611.38135 validation_1-mae:5989.55469 [941] validation_0-mae:4611.33496 validation_1-mae:5989.68750 [942] validation_0-mae:4610.80225 validation_1-mae:5988.94092 [943] validation_0-mae:4609.78125 validation_1-mae:5988.96240 [944] validation_0-mae:4609.34961 validation_1-mae:5989.03223 [945] validation_0-mae:4608.53711 validation_1-mae:5989.21875 [946] validation_0-mae:4607.79883 validation_1-mae:5989.22363 [947] validation_0-mae:4604.83545 validation_1-mae:5988.97022 [948] validation_0-mae:4602.78906 validation_1-mae:5987.98730 [949] validation_0-mae:4600.85107 validation_1-mae:5988.07910 [950] validation_0-mae:4599.52930 validation_1-mae:5987.66260 [951] validation_0-mae:4597.55225 validation_1-mae:5987.61719 [952] validation_0-mae:4595.95410 validation_1-mae:5987.50977 [953] validation_0-mae:4594.97412 validation_1-mae:5986.80908 [954] validation_0-mae:4593.63916 validation_1-mae:5986.85156 [955] validation_0-mae:4591.88965 validation_1-mae:5986.91406 [956] validation_0-mae:4590.70215 validation_1-mae:5987.10010 [957] validation_0-mae:4589.22803 validation_1-mae:5986.73438 [958] validation_0-mae:4588.57129 validation_1-mae:5987.04883 [959] validation_0-mae:4587.77832 validation_1-mae:5986.88672 [960] validation_0-mae:4587.23877 validation_1-mae:5986.68213 [961] validation_0-mae:4586.28320 validation_1-mae:5987.13574 [962] validation_0-mae:4584.78955 validation_1-mae:5987.19727 [963] validation_0-mae:4584.03613 validation_1-mae:5987.20898 [964] validation_0-mae:4583.27881 validation_1-mae:5986.88428 [965] validation_0-mae:4582.18262 validation_1-mae:5986.97852 [966] validation_0-mae:4581.37207 validation_1-mae:5987.08496 [967] validation_0-mae:4580.57715 validation_1-mae:5986.96680 [968] validation_0-mae:4579.10010 validation_1-mae:5986.64014 [969] validation_0-mae:4578.26660 validation_1-mae:5986.92627 [970] validation_0-mae:4576.96631 validation_1-mae:5987.46631 [971] validation_0-mae:4576.13867 validation_1-mae:5987.50635 [972] validation_0-mae:4574.19580 validation_1-mae:5987.16797 [973] validation_0-mae:4573.61182 validation_1-mae:5987.14307 [974] validation_0-mae:4573.56836 validation_1-mae:5987.17480 [975] validation_0-mae:4573.06982 validation_1-mae:5987.05615 [976] validation_0-mae:4571.54834 validation_1-mae:5986.85010 [977] validation_0-mae:4569.94092 validation_1-mae:5987.41553 [978] validation_0-mae:4567.96533 validation_1-mae:5987.67383 [979] validation_0-mae:4566.72900 validation_1-mae:5987.24853 [980] validation_0-mae:4565.51025 validation_1-mae:5986.89355 [981] validation_0-mae:4564.28906 validation_1-mae:5986.75928 [982] validation_0-mae:4562.69629 validation_1-mae:5986.29053 [983] validation_0-mae:4561.44775 validation_1-mae:5986.09228 [984] validation_0-mae:4560.66113 validation_1-mae:5985.98047 [985] validation_0-mae:4559.42529 validation_1-mae:5986.01904 [986] validation_0-mae:4558.41309 validation_1-mae:5985.03809 [987] validation_0-mae:4556.56885 validation_1-mae:5985.04980 [988] validation_0-mae:4555.21240 validation_1-mae:5984.74414 [989] validation_0-mae:4554.38770 validation_1-mae:5984.32764 [990] validation_0-mae:4553.59619 validation_1-mae:5984.65430 [991] validation_0-mae:4552.93799 validation_1-mae:5984.23730 [992] validation_0-mae:4551.12549 validation_1-mae:5983.71973 [993] validation_0-mae:4550.10693 validation_1-mae:5983.66748 [994] validation_0-mae:4548.91650 validation_1-mae:5983.20020 [995] validation_0-mae:4547.12549 validation_1-mae:5982.71826 [996] validation_0-mae:4545.73047 validation_1-mae:5982.87402 [997] validation_0-mae:4543.88135 validation_1-mae:5983.59570 [998] validation_0-mae:4542.24756 validation_1-mae:5983.08545 [999] validation_0-mae:4540.33838 validation_1-mae:5982.43945 [1000] validation_0-mae:4538.67773 validation_1-mae:5981.77002 [1001] validation_0-mae:4537.91602 validation_1-mae:5981.49023 [1002] validation_0-mae:4536.14014 validation_1-mae:5980.07617 [1003] validation_0-mae:4535.23242 validation_1-mae:5980.54541 [1004] validation_0-mae:4532.95508 validation_1-mae:5980.23047 [1005] validation_0-mae:4530.97852 validation_1-mae:5980.56836 [1006] validation_0-mae:4529.77344 validation_1-mae:5980.52393 [1007] validation_0-mae:4528.65967 validation_1-mae:5980.55664 [1008] validation_0-mae:4527.74170 validation_1-mae:5980.12598 [1009] validation_0-mae:4527.10498 validation_1-mae:5979.99268 [1010] validation_0-mae:4526.60693 validation_1-mae:5980.06592 [1011] validation_0-mae:4525.67969 validation_1-mae:5980.55469 [1012] validation_0-mae:4524.78564 validation_1-mae:5980.59375 [1013] validation_0-mae:4523.78223 validation_1-mae:5980.52295 [1014] validation_0-mae:4522.27686 validation_1-mae:5980.31982 [1015] validation_0-mae:4520.91309 validation_1-mae:5979.88037 [1016] validation_0-mae:4519.85889 validation_1-mae:5979.44971 [1017] validation_0-mae:4518.91162 validation_1-mae:5979.40674 [1018] validation_0-mae:4518.74902 validation_1-mae:5979.40869 [1019] validation_0-mae:4517.63623 validation_1-mae:5978.99609 [1020] validation_0-mae:4515.98291 validation_1-mae:5978.88672 [1021] validation_0-mae:4514.25098 validation_1-mae:5978.29053 [1022] validation_0-mae:4512.40234 validation_1-mae:5978.52539 [1023] validation_0-mae:4510.95068 validation_1-mae:5978.82812 [1024] validation_0-mae:4509.78369 validation_1-mae:5978.46338 [1025] validation_0-mae:4508.36768 validation_1-mae:5978.17090 [1026] validation_0-mae:4506.95264 validation_1-mae:5978.83252 [1027] validation_0-mae:4505.87402 validation_1-mae:5978.90723 [1028] validation_0-mae:4505.60889 validation_1-mae:5979.03174 [1029] validation_0-mae:4505.20166 validation_1-mae:5978.93018 [1030] validation_0-mae:4503.66406 validation_1-mae:5978.64600 [1031] validation_0-mae:4503.45801 validation_1-mae:5978.50098 [1032] validation_0-mae:4502.91895 validation_1-mae:5978.51367 [1033] validation_0-mae:4501.30518 validation_1-mae:5978.50391 [1034] validation_0-mae:4499.67822 validation_1-mae:5978.04688 [1035] validation_0-mae:4498.90234 validation_1-mae:5977.98828 [1036] validation_0-mae:4497.93311 validation_1-mae:5977.56592 [1037] validation_0-mae:4496.45312 validation_1-mae:5977.16504 [1038] validation_0-mae:4494.77100 validation_1-mae:5977.08057 [1039] validation_0-mae:4494.26123 validation_1-mae:5977.00293 [1040] validation_0-mae:4493.47119 validation_1-mae:5976.97510 [1041] validation_0-mae:4492.59668 validation_1-mae:5977.69336 [1042] validation_0-mae:4491.08984 validation_1-mae:5977.71045 [1043] validation_0-mae:4489.71191 validation_1-mae:5977.31641 [1044] validation_0-mae:4488.90918 validation_1-mae:5977.21777 [1045] validation_0-mae:4488.00293 validation_1-mae:5976.83252 [1046] validation_0-mae:4487.38867 validation_1-mae:5976.87451 [1047] validation_0-mae:4486.41699 validation_1-mae:5976.70703 [1048] validation_0-mae:4485.73828 validation_1-mae:5977.10791 [1049] validation_0-mae:4484.16943 validation_1-mae:5976.82959 [1050] validation_0-mae:4483.30762 validation_1-mae:5977.06006 [1051] validation_0-mae:4481.33545 validation_1-mae:5976.75147 [1052] validation_0-mae:4480.51807 validation_1-mae:5976.67090 [1053] validation_0-mae:4479.82178 validation_1-mae:5976.67676 [1054] validation_0-mae:4478.11719 validation_1-mae:5976.57031 [1055] validation_0-mae:4477.14404 validation_1-mae:5976.70801 [1056] validation_0-mae:4476.41504 validation_1-mae:5976.73389 [1057] validation_0-mae:4474.62451 validation_1-mae:5976.86572 [1058] validation_0-mae:4472.71728 validation_1-mae:5976.12353 [1059] validation_0-mae:4470.89697 validation_1-mae:5976.08691 [1060] validation_0-mae:4469.81006 validation_1-mae:5975.65918 [1061] validation_0-mae:4468.35693 validation_1-mae:5975.32715 [1062] validation_0-mae:4467.19629 validation_1-mae:5975.28223 [1063] validation_0-mae:4466.47412 validation_1-mae:5975.21289 [1064] validation_0-mae:4465.96582 validation_1-mae:5975.06299 [1065] validation_0-mae:4465.21387 validation_1-mae:5974.83105 [1066] validation_0-mae:4464.05762 validation_1-mae:5974.40137 [1067] validation_0-mae:4462.08545 validation_1-mae:5973.08838 [1068] validation_0-mae:4460.95312 validation_1-mae:5972.99463 [1069] validation_0-mae:4459.86572 validation_1-mae:5972.88037 [1070] validation_0-mae:4458.75342 validation_1-mae:5972.99902 [1071] validation_0-mae:4458.38330 validation_1-mae:5972.96436 [1072] validation_0-mae:4457.89600 validation_1-mae:5972.89160 [1073] validation_0-mae:4456.94092 validation_1-mae:5973.04297 [1074] validation_0-mae:4456.31982 validation_1-mae:5973.13818 [1075] validation_0-mae:4455.85449 validation_1-mae:5973.18848 [1076] validation_0-mae:4455.05908 validation_1-mae:5973.74463 [1077] validation_0-mae:4454.42188 validation_1-mae:5973.54785 [1078] validation_0-mae:4452.30225 validation_1-mae:5973.31885 [1079] validation_0-mae:4450.66797 validation_1-mae:5972.94287 [1080] validation_0-mae:4449.80566 validation_1-mae:5972.96191 [1081] validation_0-mae:4448.95752 validation_1-mae:5973.27734 [1082] validation_0-mae:4447.92822 validation_1-mae:5973.55029 [1083] validation_0-mae:4447.12695 validation_1-mae:5974.26318 [1084] validation_0-mae:4445.78369 validation_1-mae:5974.16064 [1085] validation_0-mae:4444.40088 validation_1-mae:5973.64990 [1086] validation_0-mae:4443.22217 validation_1-mae:5973.72949 [1087] validation_0-mae:4442.33984 validation_1-mae:5973.64844 [1088] validation_0-mae:4440.86816 validation_1-mae:5973.47754 [1089] validation_0-mae:4439.77539 validation_1-mae:5973.27637 [1090] validation_0-mae:4439.75049 validation_1-mae:5973.29736 [1091] validation_0-mae:4439.14941 validation_1-mae:5972.92725 [1092] validation_0-mae:4438.89844 validation_1-mae:5972.93603 [1093] validation_0-mae:4438.03760 validation_1-mae:5972.75781 [1094] validation_0-mae:4437.22559 validation_1-mae:5972.74463 [1095] validation_0-mae:4436.04053 validation_1-mae:5973.24512 [1096] validation_0-mae:4435.02344 validation_1-mae:5972.92725 [1097] validation_0-mae:4432.44727 validation_1-mae:5972.78857 [1098] validation_0-mae:4430.82227 validation_1-mae:5972.89990 [1099] validation_0-mae:4429.43359 validation_1-mae:5973.23340 [1100] validation_0-mae:4428.37402 validation_1-mae:5972.96240 [1101] validation_0-mae:4427.49365 validation_1-mae:5972.88184 [1102] validation_0-mae:4426.46728 validation_1-mae:5972.57520 [1103] validation_0-mae:4425.01807 validation_1-mae:5973.04736 [1104] validation_0-mae:4424.41113 validation_1-mae:5973.29932 [1105] validation_0-mae:4423.73730 validation_1-mae:5973.45068 [1106] validation_0-mae:4422.18701 validation_1-mae:5972.76123 [1107] validation_0-mae:4420.90772 validation_1-mae:5972.73242 [1108] validation_0-mae:4420.34180 validation_1-mae:5973.12305 [1109] validation_0-mae:4419.28760 validation_1-mae:5972.83887 [1110] validation_0-mae:4418.05518 validation_1-mae:5973.18555 [1111] validation_0-mae:4416.67334 validation_1-mae:5972.85498 [1112] validation_0-mae:4415.90430 validation_1-mae:5972.56592 [1113] validation_0-mae:4414.68115 validation_1-mae:5972.95898 [1114] validation_0-mae:4414.09668 validation_1-mae:5973.36426 [1115] validation_0-mae:4413.03027 validation_1-mae:5973.59375 [1116] validation_0-mae:4412.58936 validation_1-mae:5973.36475 [1117] validation_0-mae:4411.30469 validation_1-mae:5973.15527 [1118] validation_0-mae:4410.98389 validation_1-mae:5972.96680 [1119] validation_0-mae:4410.52344 validation_1-mae:5973.02588 [1120] validation_0-mae:4409.83008 validation_1-mae:5973.16309 [1121] validation_0-mae:4409.31152 validation_1-mae:5973.24853 [1122] validation_0-mae:4408.32910 validation_1-mae:5973.60400 [1123] validation_0-mae:4406.91309 validation_1-mae:5973.54443 [1124] validation_0-mae:4406.22852 validation_1-mae:5973.35547 [1125] validation_0-mae:4405.89697 validation_1-mae:5973.18115 [1126] validation_0-mae:4404.26562 validation_1-mae:5973.07471 [1127] validation_0-mae:4402.70166 validation_1-mae:5972.72168 [1128] validation_0-mae:4402.13184 validation_1-mae:5972.92969 [1129] validation_0-mae:4400.87353 validation_1-mae:5973.00342 [1130] validation_0-mae:4399.59668 validation_1-mae:5972.84424 [1131] validation_0-mae:4398.12305 validation_1-mae:5972.84033 [1132] validation_0-mae:4396.69092 validation_1-mae:5972.41064 [1133] validation_0-mae:4395.94727 validation_1-mae:5972.65430 [1134] validation_0-mae:4394.87305 validation_1-mae:5972.66748 [1135] validation_0-mae:4394.18262 validation_1-mae:5972.61035 [1136] validation_0-mae:4392.93066 validation_1-mae:5972.70264 [1137] validation_0-mae:4391.82324 validation_1-mae:5971.96631 [1138] validation_0-mae:4391.39502 validation_1-mae:5971.87842 [1139] validation_0-mae:4390.94922 validation_1-mae:5971.89258 [1140] validation_0-mae:4390.48145 validation_1-mae:5971.85840 [1141] validation_0-mae:4389.85547 validation_1-mae:5972.00195 [1142] validation_0-mae:4388.63037 validation_1-mae:5971.92822 [1143] validation_0-mae:4387.88477 validation_1-mae:5971.37891 [1144] validation_0-mae:4386.49561 validation_1-mae:5971.81152 [1145] validation_0-mae:4385.19336 validation_1-mae:5971.74512 [1146] validation_0-mae:4384.04688 validation_1-mae:5971.92285 [1147] validation_0-mae:4382.91602 validation_1-mae:5972.24902 [1148] validation_0-mae:4382.24365 validation_1-mae:5972.84814 [1149] validation_0-mae:4380.96631 validation_1-mae:5972.46484 [1150] validation_0-mae:4379.99023 validation_1-mae:5971.97168 [1151] validation_0-mae:4379.24414 validation_1-mae:5972.08350 [1152] validation_0-mae:4378.98682 validation_1-mae:5971.91748 [1153] validation_0-mae:4378.80908 validation_1-mae:5971.87305 [1154] validation_0-mae:4378.24951 validation_1-mae:5971.90283 [1155] validation_0-mae:4375.94141 validation_1-mae:5971.31543 [1156] validation_0-mae:4375.03955 validation_1-mae:5971.36377 [1157] validation_0-mae:4373.95801 validation_1-mae:5971.66064 [1158] validation_0-mae:4372.70312 validation_1-mae:5970.90039 [1159] validation_0-mae:4371.60742 validation_1-mae:5970.68115 [1160] validation_0-mae:4370.21875 validation_1-mae:5970.52734 [1161] validation_0-mae:4369.54004 validation_1-mae:5970.87988 [1162] validation_0-mae:4369.13428 validation_1-mae:5970.85889 [1163] validation_0-mae:4367.78955 validation_1-mae:5970.88379 [1164] validation_0-mae:4367.35791 validation_1-mae:5970.79590 [1165] validation_0-mae:4366.95215 validation_1-mae:5970.90430 [1166] validation_0-mae:4366.15430 validation_1-mae:5970.65527 [1167] validation_0-mae:4364.71924 validation_1-mae:5970.63086 [1168] validation_0-mae:4363.63037 validation_1-mae:5970.49805 [1169] validation_0-mae:4362.98389 validation_1-mae:5970.22412 [1170] validation_0-mae:4361.43506 validation_1-mae:5969.88525 [1171] validation_0-mae:4359.59912 validation_1-mae:5970.11182 [1172] validation_0-mae:4358.92480 validation_1-mae:5969.95557 [1173] validation_0-mae:4358.04736 validation_1-mae:5970.11133 [1174] validation_0-mae:4356.77100 validation_1-mae:5970.57373 [1175] validation_0-mae:4356.09668 validation_1-mae:5970.81982 [1176] validation_0-mae:4355.56592 validation_1-mae:5971.10547 [1177] validation_0-mae:4354.75488 validation_1-mae:5971.28809 [1178] validation_0-mae:4353.83691 validation_1-mae:5971.34619 [1179] validation_0-mae:4352.29443 validation_1-mae:5971.56397 [1180] validation_0-mae:4351.06885 validation_1-mae:5971.87500 [1181] validation_0-mae:4349.58691 validation_1-mae:5972.48682 [1182] validation_0-mae:4349.11084 validation_1-mae:5972.84619 [1183] validation_0-mae:4347.97559 validation_1-mae:5972.76025 [1184] validation_0-mae:4347.74121 validation_1-mae:5972.70898 [1185] validation_0-mae:4347.09668 validation_1-mae:5972.73877 [1186] validation_0-mae:4345.74805 validation_1-mae:5973.17041 [1187] validation_0-mae:4344.53760 validation_1-mae:5973.07129 [1188] validation_0-mae:4342.78320 validation_1-mae:5972.44189 [1189] validation_0-mae:4341.56689 validation_1-mae:5971.84375 [1190] validation_0-mae:4340.20947 validation_1-mae:5972.09277 [1191] validation_0-mae:4339.07324 validation_1-mae:5972.32666 [1192] validation_0-mae:4337.68164 validation_1-mae:5971.89062 [1193] validation_0-mae:4336.44189 validation_1-mae:5971.54346 [1194] validation_0-mae:4335.00195 validation_1-mae:5970.73193 [1195] validation_0-mae:4334.22900 validation_1-mae:5970.70215 [1196] validation_0-mae:4332.76953 validation_1-mae:5971.58203 [1197] validation_0-mae:4332.35156 validation_1-mae:5971.57568 [1198] validation_0-mae:4331.85596 validation_1-mae:5971.51855 [1199] validation_0-mae:4330.79053 validation_1-mae:5971.27393 [1200] validation_0-mae:4330.17871 validation_1-mae:5971.82031 [1201] validation_0-mae:4329.40674 validation_1-mae:5972.27148 [1202] validation_0-mae:4328.47168 validation_1-mae:5972.41162 [1203] validation_0-mae:4326.78955 validation_1-mae:5971.73584 [1204] validation_0-mae:4325.60205 validation_1-mae:5971.85645 [1205] validation_0-mae:4324.16211 validation_1-mae:5972.18897 [1206] validation_0-mae:4322.66016 validation_1-mae:5972.32568 [1207] validation_0-mae:4321.36621 validation_1-mae:5971.84961 [1208] validation_0-mae:4319.88379 validation_1-mae:5971.41748 [1209] validation_0-mae:4318.59082 validation_1-mae:5971.20801 [1210] validation_0-mae:4317.13086 validation_1-mae:5970.91113 [1211] validation_0-mae:4315.87402 validation_1-mae:5970.70508 [1212] validation_0-mae:4314.49658 validation_1-mae:5970.01758 [1213] validation_0-mae:4313.59814 validation_1-mae:5969.70557 [1214] validation_0-mae:4312.12207 validation_1-mae:5969.04346 [1215] validation_0-mae:4310.96240 validation_1-mae:5969.20801 [1216] validation_0-mae:4309.88916 validation_1-mae:5969.42578 [1217] validation_0-mae:4308.92578 validation_1-mae:5969.99316 [1218] validation_0-mae:4308.76660 validation_1-mae:5969.92773 [1219] validation_0-mae:4307.97363 validation_1-mae:5969.68555 [1220] validation_0-mae:4307.20215 validation_1-mae:5969.52637 [1221] validation_0-mae:4306.24268 validation_1-mae:5969.36279 [1222] validation_0-mae:4305.09180 validation_1-mae:5969.07617 [1223] validation_0-mae:4304.06201 validation_1-mae:5968.93750 [1224] validation_0-mae:4302.60107 validation_1-mae:5968.64893 [1225] validation_0-mae:4302.27686 validation_1-mae:5968.88623 [1226] validation_0-mae:4301.49414 validation_1-mae:5968.77490 [1227] validation_0-mae:4301.25781 validation_1-mae:5968.85254 [1228] validation_0-mae:4300.61572 validation_1-mae:5968.86572 [1229] validation_0-mae:4300.21484 validation_1-mae:5968.80957 [1230] validation_0-mae:4299.50781 validation_1-mae:5969.11084 [1231] validation_0-mae:4297.85205 validation_1-mae:5968.63965 [1232] validation_0-mae:4297.60742 validation_1-mae:5968.85254 [1233] validation_0-mae:4296.83154 validation_1-mae:5968.84619 [1234] validation_0-mae:4295.90918 validation_1-mae:5968.92432 [1235] validation_0-mae:4295.06055 validation_1-mae:5969.01123 [1236] validation_0-mae:4294.63379 validation_1-mae:5969.13379 [1237] validation_0-mae:4293.39844 validation_1-mae:5969.24707 [1238] validation_0-mae:4291.97949 validation_1-mae:5968.96094 [1239] validation_0-mae:4290.52686 validation_1-mae:5968.78174 [1240] validation_0-mae:4289.52539 validation_1-mae:5968.62842 [1241] validation_0-mae:4288.48438 validation_1-mae:5968.96875 [1242] validation_0-mae:4286.75977 validation_1-mae:5968.70557 [1243] validation_0-mae:4285.70459 validation_1-mae:5968.44873 [1244] validation_0-mae:4284.94678 validation_1-mae:5968.62695 [1245] validation_0-mae:4284.27295 validation_1-mae:5968.85010 [1246] validation_0-mae:4282.74561 validation_1-mae:5968.67383 [1247] validation_0-mae:4281.61328 validation_1-mae:5968.39893 [1248] validation_0-mae:4280.66846 validation_1-mae:5968.10400 [1249] validation_0-mae:4279.69971 validation_1-mae:5967.71777 [1250] validation_0-mae:4278.64355 validation_1-mae:5967.64697 [1251] validation_0-mae:4277.84424 validation_1-mae:5967.51367 [1252] validation_0-mae:4276.42822 validation_1-mae:5967.79004 [1253] validation_0-mae:4276.29688 validation_1-mae:5968.02734 [1254] validation_0-mae:4275.91016 validation_1-mae:5967.99268 [1255] validation_0-mae:4274.42334 validation_1-mae:5967.48926 [1256] validation_0-mae:4273.55859 validation_1-mae:5967.05127 [1257] validation_0-mae:4272.37939 validation_1-mae:5966.57812 [1258] validation_0-mae:4271.52930 validation_1-mae:5966.30615 [1259] validation_0-mae:4270.10303 validation_1-mae:5966.49512 [1260] validation_0-mae:4269.14600 validation_1-mae:5966.13330 [1261] validation_0-mae:4267.78369 validation_1-mae:5966.68213 [1262] validation_0-mae:4267.16602 validation_1-mae:5966.69531 [1263] validation_0-mae:4266.50684 validation_1-mae:5966.57861 [1264] validation_0-mae:4266.00879 validation_1-mae:5966.50537 [1265] validation_0-mae:4264.42871 validation_1-mae:5967.22510 [1266] validation_0-mae:4263.45996 validation_1-mae:5967.43799 [1267] validation_0-mae:4262.95068 validation_1-mae:5967.46191 [1268] validation_0-mae:4261.61523 validation_1-mae:5967.61963 [1269] validation_0-mae:4260.62158 validation_1-mae:5967.70996 [1270] validation_0-mae:4260.12842 validation_1-mae:5967.94043 [1271] validation_0-mae:4259.52490 validation_1-mae:5968.15234 [1272] validation_0-mae:4258.37305 validation_1-mae:5967.98486 [1273] validation_0-mae:4257.83594 validation_1-mae:5967.78857 [1274] validation_0-mae:4256.36182 validation_1-mae:5967.36572 [1275] validation_0-mae:4254.92432 validation_1-mae:5967.21875 [1276] validation_0-mae:4253.49365 validation_1-mae:5967.49316 [1277] validation_0-mae:4252.47363 validation_1-mae:5967.45850 [1278] validation_0-mae:4250.80664 validation_1-mae:5968.21631 [1279] validation_0-mae:4250.19092 validation_1-mae:5968.43506 [1280] validation_0-mae:4248.19385 validation_1-mae:5968.73096 [1281] validation_0-mae:4246.66455 validation_1-mae:5968.55664 [1282] validation_0-mae:4245.73389 validation_1-mae:5968.55664 [1283] validation_0-mae:4245.02783 validation_1-mae:5968.64307 [1284] validation_0-mae:4243.63672 validation_1-mae:5968.42285 [1285] validation_0-mae:4242.38428 validation_1-mae:5968.17725 [1286] validation_0-mae:4241.51074 validation_1-mae:5968.30127 [1287] validation_0-mae:4239.90478 validation_1-mae:5968.53076 [1288] validation_0-mae:4239.20947 validation_1-mae:5968.83984 [1289] validation_0-mae:4238.52393 validation_1-mae:5969.37793 [1290] validation_0-mae:4238.17627 validation_1-mae:5969.39648 [1291] validation_0-mae:4236.76660 validation_1-mae:5969.00537 [1292] validation_0-mae:4236.23682 validation_1-mae:5969.03613 [1293] validation_0-mae:4236.17041 validation_1-mae:5969.04248 [1294] validation_0-mae:4236.11084 validation_1-mae:5969.02148 [1295] validation_0-mae:4235.01367 validation_1-mae:5968.75635 [1296] validation_0-mae:4233.67139 validation_1-mae:5968.86914 [1297] validation_0-mae:4232.46143 validation_1-mae:5967.95508 [1298] validation_0-mae:4231.19141 validation_1-mae:5967.45898 [1299] validation_0-mae:4230.81006 validation_1-mae:5967.56006 [1300] validation_0-mae:4229.30322 validation_1-mae:5967.41895 [1301] validation_0-mae:4228.05713 validation_1-mae:5967.59717 [1302] validation_0-mae:4227.33057 validation_1-mae:5967.54297 [1303] validation_0-mae:4225.91992 validation_1-mae:5967.29443 [1304] validation_0-mae:4225.20605 validation_1-mae:5967.25732 [1305] validation_0-mae:4224.47705 validation_1-mae:5967.35254 [1306] validation_0-mae:4223.72607 validation_1-mae:5967.21191 [1307] validation_0-mae:4222.68945 validation_1-mae:5967.04150 [1308] validation_0-mae:4221.94678 validation_1-mae:5966.93506 [1309] validation_0-mae:4220.68408 validation_1-mae:5967.07715 [1310] validation_0-mae:4218.99072 validation_1-mae:5967.17529 [1311] validation_0-mae:4218.16260 validation_1-mae:5967.15039 [1312] validation_0-mae:4217.60400 validation_1-mae:5967.42139 [1313] validation_0-mae:4216.56055 validation_1-mae:5967.48291 [1314] validation_0-mae:4215.62500 validation_1-mae:5967.52930 [1315] validation_0-mae:4214.62988 validation_1-mae:5967.32080 [1316] validation_0-mae:4214.14648 validation_1-mae:5967.48193 [1317] validation_0-mae:4213.51416 validation_1-mae:5967.60742 [1318] validation_0-mae:4212.79639 validation_1-mae:5967.44238 [1319] validation_0-mae:4211.85205 validation_1-mae:5967.83594 [1320] validation_0-mae:4211.07373 validation_1-mae:5967.77148 [1321] validation_0-mae:4209.93018 validation_1-mae:5967.73486 [1322] validation_0-mae:4209.41064 validation_1-mae:5967.80078 [1323] validation_0-mae:4208.24170 validation_1-mae:5966.66602 [1324] validation_0-mae:4207.63818 validation_1-mae:5966.75195 [1325] validation_0-mae:4207.08789 validation_1-mae:5966.88135 [1326] validation_0-mae:4206.32031 validation_1-mae:5967.30811 [1327] validation_0-mae:4205.18359 validation_1-mae:5967.91797 [1328] validation_0-mae:4204.85498 validation_1-mae:5968.33740 [1329] validation_0-mae:4204.02734 validation_1-mae:5968.44385 [1330] validation_0-mae:4203.35010 validation_1-mae:5968.58545 [1331] validation_0-mae:4202.74414 validation_1-mae:5968.54590 [1332] validation_0-mae:4201.72705 validation_1-mae:5968.93359 [1333] validation_0-mae:4200.75244 validation_1-mae:5968.85938 [1334] validation_0-mae:4199.86230 validation_1-mae:5969.18066 [1335] validation_0-mae:4199.45898 validation_1-mae:5969.48145 [1336] validation_0-mae:4198.68213 validation_1-mae:5969.35791 [1337] validation_0-mae:4198.05713 validation_1-mae:5969.41992 [1338] validation_0-mae:4197.41748 validation_1-mae:5969.18457 [1339] validation_0-mae:4196.62891 validation_1-mae:5969.24951 [1340] validation_0-mae:4196.25732 validation_1-mae:5969.24561 [1341] validation_0-mae:4195.94189 validation_1-mae:5969.20996 [1342] validation_0-mae:4195.11084 validation_1-mae:5969.65625 [1343] validation_0-mae:4194.18066 validation_1-mae:5969.24756 [1344] validation_0-mae:4193.53662 validation_1-mae:5969.08008 [1345] validation_0-mae:4192.70850 validation_1-mae:5969.06201 [1346] validation_0-mae:4191.35156 validation_1-mae:5968.71094 [1347] validation_0-mae:4189.72559 validation_1-mae:5968.35449 [1348] validation_0-mae:4189.24316 validation_1-mae:5968.22412 [1349] validation_0-mae:4189.22607 validation_1-mae:5968.24414 [1350] validation_0-mae:4188.76221 validation_1-mae:5968.16748 [1351] validation_0-mae:4187.69482 validation_1-mae:5967.94873 [1352] validation_0-mae:4186.77686 validation_1-mae:5968.08154 [1353] validation_0-mae:4185.07031 validation_1-mae:5967.74756 [1354] validation_0-mae:4184.04199 validation_1-mae:5967.85840 [1355] validation_0-mae:4183.40674 validation_1-mae:5967.87012 [1356] validation_0-mae:4182.79834 validation_1-mae:5968.04492 [1357] validation_0-mae:4182.07617 validation_1-mae:5968.02246 [1358] validation_0-mae:4181.24805 validation_1-mae:5968.32617 [1359] validation_0-mae:4180.45361 validation_1-mae:5968.10400 [1360] validation_0-mae:4179.70215 validation_1-mae:5967.81250 [1361] validation_0-mae:4178.32861 validation_1-mae:5967.35693 [1362] validation_0-mae:4177.36768 validation_1-mae:5967.53564 [1363] validation_0-mae:4176.54736 validation_1-mae:5967.50879 [1364] validation_0-mae:4175.77734 validation_1-mae:5967.32080 [1365] validation_0-mae:4175.51660 validation_1-mae:5967.41699 [1366] validation_0-mae:4175.15283 validation_1-mae:5967.46631 [1367] validation_0-mae:4174.38867 validation_1-mae:5967.85010 [1368] validation_0-mae:4173.82812 validation_1-mae:5967.97607 [1369] validation_0-mae:4172.84033 validation_1-mae:5967.79199 [1370] validation_0-mae:4171.74853 validation_1-mae:5967.71777 [1371] validation_0-mae:4170.97607 validation_1-mae:5967.82764 [1372] validation_0-mae:4169.98877 validation_1-mae:5967.81592 [1373] validation_0-mae:4169.83740 validation_1-mae:5967.94287 [1374] validation_0-mae:4169.19775 validation_1-mae:5967.73486 [1375] validation_0-mae:4167.96973 validation_1-mae:5967.96728 [1376] validation_0-mae:4167.17188 validation_1-mae:5967.88574 [1377] validation_0-mae:4165.96826 validation_1-mae:5967.61377 [1378] validation_0-mae:4165.64209 validation_1-mae:5967.78125 [1379] validation_0-mae:4164.38672 validation_1-mae:5967.81689 [1380] validation_0-mae:4163.71484 validation_1-mae:5967.86768 [1381] validation_0-mae:4162.19385 validation_1-mae:5968.55420 [1382] validation_0-mae:4161.35840 validation_1-mae:5968.14746 [1383] validation_0-mae:4160.75098 validation_1-mae:5968.17383 [1384] validation_0-mae:4159.63086 validation_1-mae:5967.97266 [1385] validation_0-mae:4158.78516 validation_1-mae:5967.43799 [1386] validation_0-mae:4158.07812 validation_1-mae:5967.46045 [1387] validation_0-mae:4157.65137 validation_1-mae:5967.41699 [1388] validation_0-mae:4157.01904 validation_1-mae:5967.39990 [1389] validation_0-mae:4156.28760 validation_1-mae:5967.59277 [1390] validation_0-mae:4155.41797 validation_1-mae:5967.75635 [1391] validation_0-mae:4154.32178 validation_1-mae:5967.53955 [1392] validation_0-mae:4152.49853 validation_1-mae:5967.34180 [1393] validation_0-mae:4151.48682 validation_1-mae:5967.47363 [1394] validation_0-mae:4150.37305 validation_1-mae:5967.78223 [1395] validation_0-mae:4148.62402 validation_1-mae:5967.96387 [1396] validation_0-mae:4147.02832 validation_1-mae:5967.85449 [1397] validation_0-mae:4145.72607 validation_1-mae:5967.99512 [1398] validation_0-mae:4144.53320 validation_1-mae:5967.59717 [1399] validation_0-mae:4143.63525 validation_1-mae:5967.78857 [1400] validation_0-mae:4143.17627 validation_1-mae:5967.59424 [1401] validation_0-mae:4142.76270 validation_1-mae:5967.61133 [1402] validation_0-mae:4142.40430 validation_1-mae:5967.59424 [1403] validation_0-mae:4141.96484 validation_1-mae:5967.48242 [1404] validation_0-mae:4141.25732 validation_1-mae:5967.26758 [1405] validation_0-mae:4140.39014 validation_1-mae:5966.83105 [1406] validation_0-mae:4139.01562 validation_1-mae:5967.00537 [1407] validation_0-mae:4137.50488 validation_1-mae:5966.96826 [1408] validation_0-mae:4136.91650 validation_1-mae:5966.95605 [1409] validation_0-mae:4136.29883 validation_1-mae:5966.82910 [1410] validation_0-mae:4134.64746 validation_1-mae:5967.25000 [1411] validation_0-mae:4133.75439 validation_1-mae:5967.08203 [1412] validation_0-mae:4132.92188 validation_1-mae:5967.51465 [1413] validation_0-mae:4131.88770 validation_1-mae:5967.64355 [1414] validation_0-mae:4130.59717 validation_1-mae:5967.69043 [1415] validation_0-mae:4129.83496 validation_1-mae:5967.79004 [1416] validation_0-mae:4128.86719 validation_1-mae:5967.73389 [1417] validation_0-mae:4127.60938 validation_1-mae:5966.64502 [1418] validation_0-mae:4126.80615 validation_1-mae:5966.27490 [1419] validation_0-mae:4125.35303 validation_1-mae:5966.01025 [1420] validation_0-mae:4124.70459 validation_1-mae:5966.33008 [1421] validation_0-mae:4123.81494 validation_1-mae:5966.40918 [1422] validation_0-mae:4121.86523 validation_1-mae:5965.88281 [1423] validation_0-mae:4120.45703 validation_1-mae:5965.81592 [1424] validation_0-mae:4119.75537 validation_1-mae:5965.77393 [1425] validation_0-mae:4118.56543 validation_1-mae:5965.85791 [1426] validation_0-mae:4117.58936 validation_1-mae:5965.71582 [1427] validation_0-mae:4116.38477 validation_1-mae:5965.66260 [1428] validation_0-mae:4114.87988 validation_1-mae:5964.96436 [1429] validation_0-mae:4114.14648 validation_1-mae:5964.97314 [1430] validation_0-mae:4112.24365 validation_1-mae:5964.41162 [1431] validation_0-mae:4110.98291 validation_1-mae:5964.89258 [1432] validation_0-mae:4109.96484 validation_1-mae:5964.85205 [1433] validation_0-mae:4109.11182 validation_1-mae:5964.96777 [1434] validation_0-mae:4108.00781 validation_1-mae:5964.82617 [1435] validation_0-mae:4107.05420 validation_1-mae:5964.60645 [1436] validation_0-mae:4105.91357 validation_1-mae:5964.12744 [1437] validation_0-mae:4104.46191 validation_1-mae:5965.18311 [1438] validation_0-mae:4103.51416 validation_1-mae:5965.22168 [1439] validation_0-mae:4102.38770 validation_1-mae:5965.18994 [1440] validation_0-mae:4101.29346 validation_1-mae:5965.40478 [1441] validation_0-mae:4099.34619 validation_1-mae:5966.93701 [1442] validation_0-mae:4098.57617 validation_1-mae:5967.07227 [1443] validation_0-mae:4097.28320 validation_1-mae:5967.24365 [1444] validation_0-mae:4096.71680 validation_1-mae:5967.07275 [1445] validation_0-mae:4096.12695 validation_1-mae:5967.45215 [1446] validation_0-mae:4095.95996 validation_1-mae:5967.46484 [1447] validation_0-mae:4095.42603 validation_1-mae:5967.37598 [1448] validation_0-mae:4094.71802 validation_1-mae:5967.50781 [1449] validation_0-mae:4093.49341 validation_1-mae:5967.20410 [1450] validation_0-mae:4092.24268 validation_1-mae:5967.25684 [1451] validation_0-mae:4091.68335 validation_1-mae:5967.13965 [1452] validation_0-mae:4090.78467 validation_1-mae:5967.22852 [1453] validation_0-mae:4089.10815 validation_1-mae:5967.65527 [1454] validation_0-mae:4088.48120 validation_1-mae:5967.74805 [1455] validation_0-mae:4087.47949 validation_1-mae:5967.26660 [1456] validation_0-mae:4086.69141 validation_1-mae:5967.50000 [1457] validation_0-mae:4084.74365 validation_1-mae:5966.83887 [1458] validation_0-mae:4083.74487 validation_1-mae:5966.82812 [1459] validation_0-mae:4082.92676 validation_1-mae:5967.02783 [1460] validation_0-mae:4081.41187 validation_1-mae:5967.38525 [1461] validation_0-mae:4080.59448 validation_1-mae:5967.69336 [1462] validation_0-mae:4078.60986 validation_1-mae:5967.82666 [1463] validation_0-mae:4077.13843 validation_1-mae:5967.08887 [1464] validation_0-mae:4076.70459 validation_1-mae:5967.28272 [1465] validation_0-mae:4075.34106 validation_1-mae:5967.81348 [1466] validation_0-mae:4073.90967 validation_1-mae:5967.96973 [1467] validation_0-mae:4072.93237 validation_1-mae:5967.75635 [1468] validation_0-mae:4071.44360 validation_1-mae:5968.23975 [1469] validation_0-mae:4070.47070 validation_1-mae:5968.21826 [1470] validation_0-mae:4069.91577 validation_1-mae:5968.34033 [1471] validation_0-mae:4069.07446 validation_1-mae:5968.41406 [1472] validation_0-mae:4068.12915 validation_1-mae:5968.86230 [1473] validation_0-mae:4067.47852 validation_1-mae:5968.45752 [1474] validation_0-mae:4066.17895 validation_1-mae:5968.73584 [1475] validation_0-mae:4064.83887 validation_1-mae:5968.66406 [1476] validation_0-mae:4063.86255 validation_1-mae:5969.03809 [1477] validation_0-mae:4063.12793 validation_1-mae:5968.83252 [1478] validation_0-mae:4062.40649 validation_1-mae:5968.63965 [1479] validation_0-mae:4061.65186 validation_1-mae:5968.53564 [1480] validation_0-mae:4061.48462 validation_1-mae:5968.45850 [1481] validation_0-mae:4060.70752 validation_1-mae:5968.61963 [1482] validation_0-mae:4060.02051 validation_1-mae:5968.68945 [1483] validation_0-mae:4059.06079 validation_1-mae:5968.45312 [1484] validation_0-mae:4058.42212 validation_1-mae:5968.52100 [1485] validation_0-mae:4057.04346 validation_1-mae:5968.29834 [1486] validation_0-mae:4055.70630 validation_1-mae:5968.13086 [1487] validation_0-mae:4054.99707 validation_1-mae:5968.40283 [1488] validation_0-mae:4053.96191 validation_1-mae:5968.23975 [1489] validation_0-mae:4053.20654 validation_1-mae:5967.78320 [1490] validation_0-mae:4052.27417 validation_1-mae:5967.53320 [1491] validation_0-mae:4051.08716 validation_1-mae:5967.89062 [1492] validation_0-mae:4049.57471 validation_1-mae:5967.80176 [1493] validation_0-mae:4048.62354 validation_1-mae:5967.51465 [1494] validation_0-mae:4047.79468 validation_1-mae:5968.28076 [1495] validation_0-mae:4047.17017 validation_1-mae:5968.53857 [1496] validation_0-mae:4046.46020 validation_1-mae:5968.20605 [1497] validation_0-mae:4045.82275 validation_1-mae:5968.04541 [1498] validation_0-mae:4045.23315 validation_1-mae:5968.03711 [1499] validation_0-mae:4044.26514 validation_1-mae:5968.29980 [1500] validation_0-mae:4043.56763 validation_1-mae:5968.43262 [1501] validation_0-mae:4042.81909 validation_1-mae:5968.78613 [1502] validation_0-mae:4041.82788 validation_1-mae:5968.69727 [1503] validation_0-mae:4041.20898 validation_1-mae:5969.10645 [1504] validation_0-mae:4039.97900 validation_1-mae:5969.44873 [1505] validation_0-mae:4039.34985 validation_1-mae:5969.15625 [1506] validation_0-mae:4038.37817 validation_1-mae:5968.75537 [1507] validation_0-mae:4037.78296 validation_1-mae:5968.76514 [1508] validation_0-mae:4037.19067 validation_1-mae:5968.66748 [1509] validation_0-mae:4036.29370 validation_1-mae:5968.66260 [1510] validation_0-mae:4035.45947 validation_1-mae:5968.73926 [1511] validation_0-mae:4034.90552 validation_1-mae:5969.05615 [1512] validation_0-mae:4034.43726 validation_1-mae:5969.43359 [1513] validation_0-mae:4033.59253 validation_1-mae:5969.46826 [1514] validation_0-mae:4032.77051 validation_1-mae:5969.27051 [1515] validation_0-mae:4032.19678 validation_1-mae:5969.40039 [1516] validation_0-mae:4031.07837 validation_1-mae:5969.52539 [1517] validation_0-mae:4030.18896 validation_1-mae:5969.65869 [1518] validation_0-mae:4029.22803 validation_1-mae:5969.32959 [1519] validation_0-mae:4028.04834 validation_1-mae:5968.74219 [1520] validation_0-mae:4026.94605 validation_1-mae:5969.74561 [1521] validation_0-mae:4025.91894 validation_1-mae:5969.58789 [1522] validation_0-mae:4024.72827 validation_1-mae:5969.65332 [1523] validation_0-mae:4023.70019 validation_1-mae:5969.51709 [1524] validation_0-mae:4022.57007 validation_1-mae:5969.74268 [1525] validation_0-mae:4022.02832 validation_1-mae:5969.89062 [1526] validation_0-mae:4021.52563 validation_1-mae:5970.15869 [1527] validation_0-mae:4021.22485 validation_1-mae:5970.06592 [1528] validation_0-mae:4020.14673 validation_1-mae:5970.50244 [1529] validation_0-mae:4019.30518 validation_1-mae:5970.90674 [1530] validation_0-mae:4019.12036 validation_1-mae:5970.91797 [1531] validation_0-mae:4018.61426 validation_1-mae:5971.14697 [1532] validation_0-mae:4018.02979 validation_1-mae:5971.25586 [1533] validation_0-mae:4018.01416 validation_1-mae:5971.28857 [1534] validation_0-mae:4017.64648 validation_1-mae:5971.22852 [1535] validation_0-mae:4017.51562 validation_1-mae:5971.24414 [1536] validation_0-mae:4016.67139 validation_1-mae:5970.88867 [1537] validation_0-mae:4015.17773 validation_1-mae:5970.48877 [1538] validation_0-mae:4014.67627 validation_1-mae:5970.61719 [1539] validation_0-mae:4014.17139 validation_1-mae:5970.45312 [1540] validation_0-mae:4013.29126 validation_1-mae:5970.15820 [1541] validation_0-mae:4012.69556 validation_1-mae:5969.99805 [1542] validation_0-mae:4011.72290 validation_1-mae:5970.17188 [1543] validation_0-mae:4011.01221 validation_1-mae:5969.97607 [1544] validation_0-mae:4009.98218 validation_1-mae:5970.08301 [1545] validation_0-mae:4009.11548 validation_1-mae:5970.24658 [1546] validation_0-mae:4008.34717 validation_1-mae:5970.31885 [1547] validation_0-mae:4007.03101 validation_1-mae:5970.44824 [1548] validation_0-mae:4005.94238 validation_1-mae:5970.29932 [1549] validation_0-mae:4005.40454 validation_1-mae:5970.27100 [1550] validation_0-mae:4004.71606 validation_1-mae:5970.42285 [1551] validation_0-mae:4004.11938 validation_1-mae:5970.28613 [1552] validation_0-mae:4003.80322 validation_1-mae:5970.50195 [1553] validation_0-mae:4003.25610 validation_1-mae:5970.50879 [1554] validation_0-mae:4002.26001 validation_1-mae:5970.41846 [1555] validation_0-mae:4001.55249 validation_1-mae:5970.44727 [1556] validation_0-mae:4000.21411 validation_1-mae:5970.55957 [1557] validation_0-mae:3999.26758 validation_1-mae:5970.74219 [1558] validation_0-mae:3998.63281 validation_1-mae:5970.91650 [1559] validation_0-mae:3997.67895 validation_1-mae:5971.07275 [1560] validation_0-mae:3996.83350 validation_1-mae:5970.81006 [1561] validation_0-mae:3996.37134 validation_1-mae:5970.71094 [1562] validation_0-mae:3995.30298 validation_1-mae:5970.30225 [1563] validation_0-mae:3994.00049 validation_1-mae:5969.81152 [1564] validation_0-mae:3992.21509 validation_1-mae:5969.31494 [1565] validation_0-mae:3991.60327 validation_1-mae:5969.19238 [1566] validation_0-mae:3990.88135 validation_1-mae:5969.16748 [1567] validation_0-mae:3989.76465 validation_1-mae:5969.35449 [1568] validation_0-mae:3988.77832 validation_1-mae:5969.02978 [1569] validation_0-mae:3987.96704 validation_1-mae:5970.12402 [1570] validation_0-mae:3987.20557 validation_1-mae:5970.74951 [1571] validation_0-mae:3986.13525 validation_1-mae:5971.28711 [1572] validation_0-mae:3985.33765 validation_1-mae:5971.28662 [1573] validation_0-mae:3984.39575 validation_1-mae:5971.63623 [1574] validation_0-mae:3984.10083 validation_1-mae:5971.40430 [1575] validation_0-mae:3983.23779 validation_1-mae:5971.08496 [1576] validation_0-mae:3982.69434 validation_1-mae:5971.01465 [1577] validation_0-mae:3982.46191 validation_1-mae:5971.03027 [1578] validation_0-mae:3981.34521 validation_1-mae:5971.38428 [1579] validation_0-mae:3979.84009 validation_1-mae:5971.25195 [1580] validation_0-mae:3979.23853 validation_1-mae:5971.01709 [1581] validation_0-mae:3978.95312 validation_1-mae:5971.02686 [1582] validation_0-mae:3978.08618 validation_1-mae:5971.04688 [1583] validation_0-mae:3976.76929 validation_1-mae:5971.52930 [1584] validation_0-mae:3975.88232 validation_1-mae:5971.29199 [1585] validation_0-mae:3975.14526 validation_1-mae:5970.96875 [1586] validation_0-mae:3974.26318 validation_1-mae:5970.55469 [1587] validation_0-mae:3973.63745 validation_1-mae:5970.53272 [1588] validation_0-mae:3973.10791 validation_1-mae:5970.54785 [1589] validation_0-mae:3972.33887 validation_1-mae:5970.48291 [1590] validation_0-mae:3971.88037 validation_1-mae:5970.52686 [1591] validation_0-mae:3971.13599 validation_1-mae:5970.73779 [1592] validation_0-mae:3970.53271 validation_1-mae:5970.39160 [1593] validation_0-mae:3969.98926 validation_1-mae:5970.65674 [1594] validation_0-mae:3968.93237 validation_1-mae:5970.63818 [1595] validation_0-mae:3968.32837 validation_1-mae:5970.84912 [1596] validation_0-mae:3967.65796 validation_1-mae:5970.72656 [1597] validation_0-mae:3966.28369 validation_1-mae:5970.06738 [1598] validation_0-mae:3965.42456 validation_1-mae:5970.15186 [1599] validation_0-mae:3965.06274 validation_1-mae:5970.15478 [1600] validation_0-mae:3964.52393 validation_1-mae:5969.77881 [1601] validation_0-mae:3963.76929 validation_1-mae:5969.81738 [1602] validation_0-mae:3962.55493 validation_1-mae:5969.79102 [1603] validation_0-mae:3961.90649 validation_1-mae:5969.87647 [1604] validation_0-mae:3961.13257 validation_1-mae:5970.13428 [1605] validation_0-mae:3960.39331 validation_1-mae:5970.16016 [1606] validation_0-mae:3959.98267 validation_1-mae:5970.43262 [1607] validation_0-mae:3958.06763 validation_1-mae:5969.33740 [1608] validation_0-mae:3957.06177 validation_1-mae:5969.40576 [1609] validation_0-mae:3956.33520 validation_1-mae:5969.18164 [1610] validation_0-mae:3955.13696 validation_1-mae:5969.15137 [1611] validation_0-mae:3954.12476 validation_1-mae:5968.96924 [1612] validation_0-mae:3953.05200 validation_1-mae:5969.59961 [1613] validation_0-mae:3952.50513 validation_1-mae:5969.48682 [1614] validation_0-mae:3951.40039 validation_1-mae:5969.04346 [1615] validation_0-mae:3950.64600 validation_1-mae:5969.44824 [1616] validation_0-mae:3949.64233 validation_1-mae:5969.24561 [1617] validation_0-mae:3948.79077 validation_1-mae:5969.15527 [1618] validation_0-mae:3947.94141 validation_1-mae:5969.45020 [1619] validation_0-mae:3946.83276 validation_1-mae:5969.59766 [1620] validation_0-mae:3945.89185 validation_1-mae:5969.22363 [1621] validation_0-mae:3945.52002 validation_1-mae:5969.13965 [1622] validation_0-mae:3944.77905 validation_1-mae:5969.00684 [1623] validation_0-mae:3944.25903 validation_1-mae:5968.88818 [1624] validation_0-mae:3943.56763 validation_1-mae:5968.90674 [1625] validation_0-mae:3943.24976 validation_1-mae:5968.93262 [1626] validation_0-mae:3942.84863 validation_1-mae:5969.01367 [1627] validation_0-mae:3942.14111 validation_1-mae:5968.57324 [1628] validation_0-mae:3941.87354 validation_1-mae:5968.65869 [1629] validation_0-mae:3941.54028 validation_1-mae:5968.57861 [1630] validation_0-mae:3941.50024 validation_1-mae:5968.57861 [1631] validation_0-mae:3939.50098 validation_1-mae:5968.93311 [1632] validation_0-mae:3938.48438 validation_1-mae:5969.01416 [1633] validation_0-mae:3937.17944 validation_1-mae:5969.17529 [1634] validation_0-mae:3936.28198 validation_1-mae:5969.36279 [1635] validation_0-mae:3935.66113 validation_1-mae:5969.42480 [1636] validation_0-mae:3934.82349 validation_1-mae:5969.72803 [1637] validation_0-mae:3933.87695 validation_1-mae:5969.53711 [1638] validation_0-mae:3933.05322 validation_1-mae:5970.02832 [1639] validation_0-mae:3932.02246 validation_1-mae:5970.18164 [1640] validation_0-mae:3931.29981 validation_1-mae:5970.69531 [1641] validation_0-mae:3930.19092 validation_1-mae:5971.06103 [1642] validation_0-mae:3929.34595 validation_1-mae:5971.09912 [1643] validation_0-mae:3928.07446 validation_1-mae:5971.16016 [1644] validation_0-mae:3927.06445 validation_1-mae:5971.33398 [1645] validation_0-mae:3926.22583 validation_1-mae:5970.99170 [1646] validation_0-mae:3925.05322 validation_1-mae:5970.66113 [1647] validation_0-mae:3924.41431 validation_1-mae:5971.00342 [1648] validation_0-mae:3923.88013 validation_1-mae:5971.04395 [1649] validation_0-mae:3923.44043 validation_1-mae:5970.88721 [1650] validation_0-mae:3922.89282 validation_1-mae:5970.98535 [1651] validation_0-mae:3921.76367 validation_1-mae:5970.79980 [1652] validation_0-mae:3921.28223 validation_1-mae:5970.51709 [1653] validation_0-mae:3920.60230 validation_1-mae:5970.72998 [1654] validation_0-mae:3919.99145 validation_1-mae:5970.65186 [1655] validation_0-mae:3919.75366 validation_1-mae:5970.74365 [1656] validation_0-mae:3918.95630 validation_1-mae:5970.63477 [1657] validation_0-mae:3918.41138 validation_1-mae:5970.72998 [1658] validation_0-mae:3917.65454 validation_1-mae:5970.99658 [1659] validation_0-mae:3917.27368 validation_1-mae:5971.05371 [1660] validation_0-mae:3916.22021 validation_1-mae:5971.09326 [1661] validation_0-mae:3915.55322 validation_1-mae:5971.18994 [1662] validation_0-mae:3914.26221 validation_1-mae:5970.94873 [1663] validation_0-mae:3913.63110 validation_1-mae:5970.81543 [1664] validation_0-mae:3912.96338 validation_1-mae:5970.70166 [1665] validation_0-mae:3912.81030 validation_1-mae:5970.83887 [1666] validation_0-mae:3912.31201 validation_1-mae:5970.96143 [1667] validation_0-mae:3911.57617 validation_1-mae:5970.97461 [1668] validation_0-mae:3911.02759 validation_1-mae:5970.85840 [1669] validation_0-mae:3910.35693 validation_1-mae:5971.01855 [1670] validation_0-mae:3909.39282 validation_1-mae:5971.07080 [1671] validation_0-mae:3908.68359 validation_1-mae:5971.23877 [1672] validation_0-mae:3907.67065 validation_1-mae:5971.64160 [1673] validation_0-mae:3906.85986 validation_1-mae:5971.70801 [1674] validation_0-mae:3906.67358 validation_1-mae:5971.65381 [1675] validation_0-mae:3906.04736 validation_1-mae:5971.66406 [1676] validation_0-mae:3905.49414 validation_1-mae:5971.72949 [1677] validation_0-mae:3904.85230 validation_1-mae:5971.71484 [1678] validation_0-mae:3904.41382 validation_1-mae:5971.74756 [1679] validation_0-mae:3903.93799 validation_1-mae:5971.67627 [1680] validation_0-mae:3903.20947 validation_1-mae:5971.49268 [1681] validation_0-mae:3902.65601 validation_1-mae:5971.66797 [1682] validation_0-mae:3901.77026 validation_1-mae:5971.24512 [1683] validation_0-mae:3900.59595 validation_1-mae:5970.89307 [1684] validation_0-mae:3900.13892 validation_1-mae:5971.14355 [1685] validation_0-mae:3899.53223 validation_1-mae:5970.98877 [1686] validation_0-mae:3898.57275 validation_1-mae:5971.23682 [1687] validation_0-mae:3897.86255 validation_1-mae:5971.12061 [1688] validation_0-mae:3896.81616 validation_1-mae:5971.12451 [1689] validation_0-mae:3895.94482 validation_1-mae:5971.23486 [1690] validation_0-mae:3894.88452 validation_1-mae:5970.91406 [1691] validation_0-mae:3894.15527 validation_1-mae:5970.99609 [1692] validation_0-mae:3893.68945 validation_1-mae:5971.32812 [1693] validation_0-mae:3893.23950 validation_1-mae:5971.38623 [1694] validation_0-mae:3892.37183 validation_1-mae:5971.09863 [1695] validation_0-mae:3891.59253 validation_1-mae:5971.32812 [1696] validation_0-mae:3891.31738 validation_1-mae:5971.20215 [1697] validation_0-mae:3890.91480 validation_1-mae:5970.97754 [1698] validation_0-mae:3890.21362 validation_1-mae:5970.79395 [1699] validation_0-mae:3889.84229 validation_1-mae:5970.64062 Dropping: bez [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.80371 validation_1-mae:9622.95019 [14] validation_0-mae:9418.69336 validation_1-mae:9232.30078 [15] validation_0-mae:9084.21289 validation_1-mae:8904.87988 [16] validation_0-mae:8802.56641 validation_1-mae:8633.47754 [17] validation_0-mae:8567.59277 validation_1-mae:8407.86523 [18] validation_0-mae:8374.69629 validation_1-mae:8219.55859 [19] validation_0-mae:8212.52734 validation_1-mae:8065.69775 [20] validation_0-mae:8070.86816 validation_1-mae:7941.07178 [21] validation_0-mae:7947.77051 validation_1-mae:7833.37158 [22] validation_0-mae:7848.96973 validation_1-mae:7743.56006 [23] validation_0-mae:7765.01611 validation_1-mae:7671.81397 [24] validation_0-mae:7681.65088 validation_1-mae:7595.96143 [25] validation_0-mae:7609.98438 validation_1-mae:7534.91504 [26] validation_0-mae:7554.01318 validation_1-mae:7488.10938 [27] validation_0-mae:7495.06836 validation_1-mae:7436.52686 [28] validation_0-mae:7440.81055 validation_1-mae:7388.60645 [29] validation_0-mae:7394.64209 validation_1-mae:7346.41943 [30] validation_0-mae:7348.46387 validation_1-mae:7306.87549 [31] validation_0-mae:7318.68652 validation_1-mae:7286.94238 [32] validation_0-mae:7288.87549 validation_1-mae:7265.68311 [33] validation_0-mae:7252.10107 validation_1-mae:7236.77295 [34] validation_0-mae:7223.42578 validation_1-mae:7217.07227 [35] validation_0-mae:7200.82568 validation_1-mae:7202.29883 [36] validation_0-mae:7178.88721 validation_1-mae:7192.43603 [37] validation_0-mae:7153.29883 validation_1-mae:7172.57129 [38] validation_0-mae:7137.30615 validation_1-mae:7160.18066 [39] validation_0-mae:7111.98486 validation_1-mae:7139.56201 [40] validation_0-mae:7096.86133 validation_1-mae:7130.91162 [41] validation_0-mae:7079.07178 validation_1-mae:7118.34180 [42] validation_0-mae:7052.82471 validation_1-mae:7095.95801 [43] validation_0-mae:7036.26562 validation_1-mae:7088.20752 [44] validation_0-mae:7014.89453 validation_1-mae:7070.86768 [45] validation_0-mae:6993.17578 validation_1-mae:7055.20801 [46] validation_0-mae:6978.89795 validation_1-mae:7044.56836 [47] validation_0-mae:6965.09082 validation_1-mae:7035.16650 [48] validation_0-mae:6951.29297 validation_1-mae:7026.39551 [49] validation_0-mae:6932.79541 validation_1-mae:7011.33447 [50] validation_0-mae:6917.81836 validation_1-mae:7003.41650 [51] validation_0-mae:6902.15967 validation_1-mae:6990.26953 [52] validation_0-mae:6886.90820 validation_1-mae:6977.49561 [53] validation_0-mae:6867.15820 validation_1-mae:6960.88916 [54] validation_0-mae:6854.86230 validation_1-mae:6950.55811 [55] validation_0-mae:6840.09961 validation_1-mae:6942.28369 [56] validation_0-mae:6825.11230 validation_1-mae:6929.78613 [57] validation_0-mae:6807.94629 validation_1-mae:6915.89795 [58] validation_0-mae:6795.17529 validation_1-mae:6903.41113 [59] validation_0-mae:6782.38184 validation_1-mae:6892.90088 [60] validation_0-mae:6771.49658 validation_1-mae:6889.02197 [61] validation_0-mae:6756.58643 validation_1-mae:6877.67578 [62] validation_0-mae:6744.56592 validation_1-mae:6871.56201 [63] validation_0-mae:6728.40039 validation_1-mae:6858.86133 [64] validation_0-mae:6713.49023 validation_1-mae:6847.85254 [65] validation_0-mae:6698.53955 validation_1-mae:6834.77539 [66] validation_0-mae:6687.31250 validation_1-mae:6828.73242 [67] validation_0-mae:6675.29248 validation_1-mae:6822.25049 [68] validation_0-mae:6665.49853 validation_1-mae:6814.58643 [69] validation_0-mae:6653.53564 validation_1-mae:6806.95166 [70] validation_0-mae:6640.72754 validation_1-mae:6797.99609 [71] validation_0-mae:6635.40674 validation_1-mae:6793.74853 [72] validation_0-mae:6621.98584 validation_1-mae:6783.71582 [73] validation_0-mae:6607.61035 validation_1-mae:6772.33936 [74] validation_0-mae:6597.49658 validation_1-mae:6765.49316 [75] validation_0-mae:6590.22022 validation_1-mae:6761.50147 [76] validation_0-mae:6581.27100 validation_1-mae:6755.57178 [77] validation_0-mae:6569.26855 validation_1-mae:6748.89697 [78] validation_0-mae:6559.72754 validation_1-mae:6740.19141 [79] validation_0-mae:6551.50293 validation_1-mae:6735.25928 [80] validation_0-mae:6541.22168 validation_1-mae:6727.70703 [81] validation_0-mae:6533.10156 validation_1-mae:6721.44922 [82] validation_0-mae:6527.26807 validation_1-mae:6716.30518 [83] validation_0-mae:6523.35889 validation_1-mae:6712.92627 [84] validation_0-mae:6514.74951 validation_1-mae:6707.56299 [85] validation_0-mae:6507.39844 validation_1-mae:6703.55664 [86] validation_0-mae:6492.97070 validation_1-mae:6693.42236 [87] validation_0-mae:6483.33301 validation_1-mae:6687.49805 [88] validation_0-mae:6472.90625 validation_1-mae:6679.92578 [89] validation_0-mae:6463.83057 validation_1-mae:6674.42334 [90] validation_0-mae:6455.56982 validation_1-mae:6666.95020 [91] validation_0-mae:6450.07861 validation_1-mae:6662.39014 [92] validation_0-mae:6442.81592 validation_1-mae:6658.20459 [93] validation_0-mae:6436.28809 validation_1-mae:6655.95312 [94] validation_0-mae:6427.84522 validation_1-mae:6650.55029 [95] validation_0-mae:6422.53174 validation_1-mae:6647.46582 [96] validation_0-mae:6415.29785 validation_1-mae:6645.75488 [97] validation_0-mae:6409.88574 validation_1-mae:6642.90869 [98] validation_0-mae:6402.50635 validation_1-mae:6636.87256 [99] validation_0-mae:6398.11572 validation_1-mae:6633.24170 [100] validation_0-mae:6387.92285 validation_1-mae:6626.70020 [101] validation_0-mae:6378.53516 validation_1-mae:6618.11377 [102] validation_0-mae:6372.71582 validation_1-mae:6613.28711 [103] validation_0-mae:6365.57910 validation_1-mae:6609.01514 [104] validation_0-mae:6362.89697 validation_1-mae:6605.91504 [105] validation_0-mae:6358.30078 validation_1-mae:6603.14746 [106] validation_0-mae:6349.75879 validation_1-mae:6598.31787 [107] validation_0-mae:6342.88135 validation_1-mae:6594.82373 [108] validation_0-mae:6337.48291 validation_1-mae:6590.05664 [109] validation_0-mae:6332.44189 validation_1-mae:6587.52637 [110] validation_0-mae:6327.18994 validation_1-mae:6584.74707 [111] validation_0-mae:6321.47559 validation_1-mae:6580.29443 [112] validation_0-mae:6319.17139 validation_1-mae:6579.70312 [113] validation_0-mae:6314.71973 validation_1-mae:6576.27051 [114] validation_0-mae:6308.55566 validation_1-mae:6572.92773 [115] validation_0-mae:6302.73779 validation_1-mae:6569.97119 [116] validation_0-mae:6296.51758 validation_1-mae:6566.14551 [117] validation_0-mae:6291.31250 validation_1-mae:6564.18555 [118] validation_0-mae:6284.71289 validation_1-mae:6559.97949 [119] validation_0-mae:6281.56006 validation_1-mae:6557.94580 [120] validation_0-mae:6275.80078 validation_1-mae:6555.01367 [121] validation_0-mae:6268.49219 validation_1-mae:6551.94873 [122] validation_0-mae:6263.15918 validation_1-mae:6548.40967 [123] validation_0-mae:6257.98047 validation_1-mae:6547.31934 [124] validation_0-mae:6256.21533 validation_1-mae:6545.46582 [125] validation_0-mae:6253.22559 validation_1-mae:6543.80469 [126] validation_0-mae:6245.06397 validation_1-mae:6537.16699 [127] validation_0-mae:6240.99902 validation_1-mae:6534.59912 [128] validation_0-mae:6235.84131 validation_1-mae:6530.91699 [129] validation_0-mae:6226.47510 validation_1-mae:6524.54736 [130] validation_0-mae:6221.87158 validation_1-mae:6521.35400 [131] validation_0-mae:6217.50244 validation_1-mae:6519.81055 [132] validation_0-mae:6212.37744 validation_1-mae:6517.41650 [133] validation_0-mae:6207.22119 validation_1-mae:6514.30811 [134] validation_0-mae:6200.14600 validation_1-mae:6510.26465 [135] validation_0-mae:6197.49658 validation_1-mae:6509.25781 [136] validation_0-mae:6194.69922 validation_1-mae:6506.93018 [137] validation_0-mae:6189.74902 validation_1-mae:6502.86182 [138] validation_0-mae:6184.59326 validation_1-mae:6501.11279 [139] validation_0-mae:6179.84570 validation_1-mae:6498.37305 [140] validation_0-mae:6176.47754 validation_1-mae:6497.14209 [141] validation_0-mae:6172.94238 validation_1-mae:6495.05664 [142] validation_0-mae:6165.55371 validation_1-mae:6489.77637 [143] validation_0-mae:6160.83398 validation_1-mae:6485.43115 [144] validation_0-mae:6158.36182 validation_1-mae:6483.37549 [145] validation_0-mae:6155.64355 validation_1-mae:6482.43359 [146] validation_0-mae:6149.36719 validation_1-mae:6480.63379 [147] validation_0-mae:6142.83740 validation_1-mae:6475.27978 [148] validation_0-mae:6137.33594 validation_1-mae:6472.13672 [149] validation_0-mae:6134.44727 validation_1-mae:6469.96094 [150] validation_0-mae:6128.16504 validation_1-mae:6466.28320 [151] validation_0-mae:6123.15234 validation_1-mae:6463.09277 [152] validation_0-mae:6118.33301 validation_1-mae:6461.25244 [153] validation_0-mae:6114.02734 validation_1-mae:6459.37500 [154] validation_0-mae:6110.86719 validation_1-mae:6458.46875 [155] validation_0-mae:6105.95703 validation_1-mae:6457.00732 [156] validation_0-mae:6102.88037 validation_1-mae:6455.97168 [157] validation_0-mae:6100.65820 validation_1-mae:6454.41992 [158] validation_0-mae:6098.19629 validation_1-mae:6452.60205 [159] validation_0-mae:6092.69824 validation_1-mae:6449.41309 [160] validation_0-mae:6085.11963 validation_1-mae:6446.48535 [161] validation_0-mae:6081.89551 validation_1-mae:6445.60303 [162] validation_0-mae:6077.72217 validation_1-mae:6443.20703 [163] validation_0-mae:6075.56152 validation_1-mae:6442.47754 [164] validation_0-mae:6071.88428 validation_1-mae:6440.62549 [165] validation_0-mae:6067.21289 validation_1-mae:6436.71973 [166] validation_0-mae:6063.23975 validation_1-mae:6435.00830 [167] validation_0-mae:6060.41943 validation_1-mae:6433.96777 [168] validation_0-mae:6057.76416 validation_1-mae:6433.41162 [169] validation_0-mae:6053.81055 validation_1-mae:6432.19043 [170] validation_0-mae:6050.11230 validation_1-mae:6429.84228 [171] validation_0-mae:6045.03516 validation_1-mae:6427.78369 [172] validation_0-mae:6041.08594 validation_1-mae:6426.36963 [173] validation_0-mae:6036.56641 validation_1-mae:6423.98926 [174] validation_0-mae:6034.50147 validation_1-mae:6424.08350 [175] validation_0-mae:6031.11475 validation_1-mae:6422.94434 [176] validation_0-mae:6026.69092 validation_1-mae:6422.47217 [177] validation_0-mae:6021.39404 validation_1-mae:6418.78272 [178] validation_0-mae:6018.71728 validation_1-mae:6417.77441 [179] validation_0-mae:6014.11523 validation_1-mae:6416.91309 [180] validation_0-mae:6012.10693 validation_1-mae:6416.29053 [181] validation_0-mae:6008.77930 validation_1-mae:6415.34570 [182] validation_0-mae:6006.69385 validation_1-mae:6413.90039 [183] validation_0-mae:6003.59766 validation_1-mae:6412.72949 [184] validation_0-mae:5998.97998 validation_1-mae:6413.00439 [185] validation_0-mae:5994.14453 validation_1-mae:6410.20117 [186] validation_0-mae:5990.98633 validation_1-mae:6409.40772 [187] validation_0-mae:5986.47461 validation_1-mae:6406.18066 [188] validation_0-mae:5980.29053 validation_1-mae:6402.88818 [189] validation_0-mae:5978.07715 validation_1-mae:6402.50147 [190] validation_0-mae:5974.44434 validation_1-mae:6401.13232 [191] validation_0-mae:5971.10498 validation_1-mae:6399.22705 [192] validation_0-mae:5967.87988 validation_1-mae:6396.33594 [193] validation_0-mae:5964.79785 validation_1-mae:6394.92139 [194] validation_0-mae:5963.44434 validation_1-mae:6396.03809 [195] validation_0-mae:5960.54004 validation_1-mae:6395.43555 [196] validation_0-mae:5957.76709 validation_1-mae:6394.41064 [197] validation_0-mae:5954.74414 validation_1-mae:6394.40234 [198] validation_0-mae:5953.45020 validation_1-mae:6393.48389 [199] validation_0-mae:5946.85840 validation_1-mae:6387.63428 [200] validation_0-mae:5943.46875 validation_1-mae:6385.48633 [201] validation_0-mae:5940.45996 validation_1-mae:6383.62061 [202] validation_0-mae:5937.99902 validation_1-mae:6382.79443 [203] validation_0-mae:5935.94482 validation_1-mae:6381.65527 [204] validation_0-mae:5933.14795 validation_1-mae:6381.54590 [205] validation_0-mae:5929.86035 validation_1-mae:6380.70117 [206] validation_0-mae:5926.39404 validation_1-mae:6378.35010 [207] validation_0-mae:5925.86572 validation_1-mae:6378.47412 [208] validation_0-mae:5923.46338 validation_1-mae:6377.98779 [209] validation_0-mae:5917.10059 validation_1-mae:6373.98926 [210] validation_0-mae:5914.08594 validation_1-mae:6373.38428 [211] validation_0-mae:5911.50342 validation_1-mae:6373.49268 [212] validation_0-mae:5909.44385 validation_1-mae:6372.59863 [213] validation_0-mae:5903.11523 validation_1-mae:6370.14990 [214] validation_0-mae:5900.19092 validation_1-mae:6368.24170 [215] validation_0-mae:5895.78076 validation_1-mae:6364.41260 [216] validation_0-mae:5892.29395 validation_1-mae:6363.00830 [217] validation_0-mae:5889.90967 validation_1-mae:6361.79883 [218] validation_0-mae:5889.43311 validation_1-mae:6361.26611 [219] validation_0-mae:5885.70557 validation_1-mae:6360.08838 [220] validation_0-mae:5881.98242 validation_1-mae:6358.75342 [221] validation_0-mae:5878.03369 validation_1-mae:6355.82471 [222] validation_0-mae:5870.89209 validation_1-mae:6350.37158 [223] validation_0-mae:5866.31543 validation_1-mae:6347.64648 [224] validation_0-mae:5861.94775 validation_1-mae:6345.17773 [225] validation_0-mae:5859.72510 validation_1-mae:6344.25244 [226] validation_0-mae:5854.36084 validation_1-mae:6340.28418 [227] validation_0-mae:5851.31592 validation_1-mae:6339.17090 [228] validation_0-mae:5847.40625 validation_1-mae:6337.47559 [229] validation_0-mae:5846.95947 validation_1-mae:6337.58252 [230] validation_0-mae:5844.60889 validation_1-mae:6335.31299 [231] validation_0-mae:5841.56103 validation_1-mae:6334.11963 [232] validation_0-mae:5838.37305 validation_1-mae:6333.29004 [233] validation_0-mae:5836.05322 validation_1-mae:6332.65088 [234] validation_0-mae:5832.68750 validation_1-mae:6330.26660 [235] validation_0-mae:5828.49951 validation_1-mae:6328.81445 [236] validation_0-mae:5826.79639 validation_1-mae:6328.88721 [237] validation_0-mae:5824.84180 validation_1-mae:6327.76660 [238] validation_0-mae:5822.14990 validation_1-mae:6327.07715 [239] validation_0-mae:5820.65283 validation_1-mae:6327.15723 [240] validation_0-mae:5818.33301 validation_1-mae:6326.63379 [241] validation_0-mae:5814.14600 validation_1-mae:6324.07812 [242] validation_0-mae:5813.36670 validation_1-mae:6323.79346 [243] validation_0-mae:5810.71094 validation_1-mae:6322.99023 [244] validation_0-mae:5807.92236 validation_1-mae:6322.25635 [245] validation_0-mae:5803.87109 validation_1-mae:6320.57471 [246] validation_0-mae:5802.32373 validation_1-mae:6320.37256 [247] validation_0-mae:5800.63379 validation_1-mae:6320.22363 [248] validation_0-mae:5799.54541 validation_1-mae:6319.28320 [249] validation_0-mae:5794.16895 validation_1-mae:6316.41357 [250] validation_0-mae:5790.98535 validation_1-mae:6315.89404 [251] validation_0-mae:5788.04736 validation_1-mae:6313.84326 [252] validation_0-mae:5786.31982 validation_1-mae:6313.53760 [253] validation_0-mae:5785.27978 validation_1-mae:6312.80615 [254] validation_0-mae:5783.18164 validation_1-mae:6312.87695 [255] validation_0-mae:5780.24316 validation_1-mae:6312.04199 [256] validation_0-mae:5775.10596 validation_1-mae:6309.10254 [257] validation_0-mae:5773.19434 validation_1-mae:6308.49072 [258] validation_0-mae:5769.54492 validation_1-mae:6307.24805 [259] validation_0-mae:5765.43555 validation_1-mae:6305.79492 [260] validation_0-mae:5763.06348 validation_1-mae:6305.88135 [261] validation_0-mae:5759.27490 validation_1-mae:6304.26123 [262] validation_0-mae:5758.70410 validation_1-mae:6304.63477 [263] validation_0-mae:5757.35986 validation_1-mae:6303.65723 [264] validation_0-mae:5754.12353 validation_1-mae:6300.74658 [265] validation_0-mae:5752.89502 validation_1-mae:6301.36914 [266] validation_0-mae:5746.13623 validation_1-mae:6297.86719 [267] validation_0-mae:5743.12353 validation_1-mae:6297.02002 [268] validation_0-mae:5739.52344 validation_1-mae:6296.82422 [269] validation_0-mae:5737.21191 validation_1-mae:6295.32129 [270] validation_0-mae:5735.19727 validation_1-mae:6294.83350 [271] validation_0-mae:5733.80859 validation_1-mae:6294.79102 [272] validation_0-mae:5730.39453 validation_1-mae:6293.46289 [273] validation_0-mae:5728.45020 validation_1-mae:6293.32617 [274] validation_0-mae:5726.83252 validation_1-mae:6292.45752 [275] validation_0-mae:5725.97510 validation_1-mae:6292.21436 [276] validation_0-mae:5724.33545 validation_1-mae:6291.26074 [277] validation_0-mae:5723.43848 validation_1-mae:6290.56494 [278] validation_0-mae:5721.06397 validation_1-mae:6290.59277 [279] validation_0-mae:5719.92578 validation_1-mae:6290.77588 [280] validation_0-mae:5715.96973 validation_1-mae:6287.89990 [281] validation_0-mae:5712.85156 validation_1-mae:6286.92383 [282] validation_0-mae:5709.28223 validation_1-mae:6285.47559 [283] validation_0-mae:5707.38379 validation_1-mae:6284.22998 [284] validation_0-mae:5703.89746 validation_1-mae:6282.23877 [285] validation_0-mae:5699.83936 validation_1-mae:6279.05664 [286] validation_0-mae:5698.63672 validation_1-mae:6278.78564 [287] validation_0-mae:5694.39795 validation_1-mae:6278.00732 [288] validation_0-mae:5689.18799 validation_1-mae:6274.87061 [289] validation_0-mae:5684.79199 validation_1-mae:6272.03369 [290] validation_0-mae:5681.89209 validation_1-mae:6270.70166 [291] validation_0-mae:5680.04883 validation_1-mae:6270.78272 [292] validation_0-mae:5677.31641 validation_1-mae:6268.51953 [293] validation_0-mae:5674.98682 validation_1-mae:6267.76904 [294] validation_0-mae:5674.54590 validation_1-mae:6267.74414 [295] validation_0-mae:5672.73877 validation_1-mae:6266.83057 [296] validation_0-mae:5670.31299 validation_1-mae:6266.98535 [297] validation_0-mae:5668.97998 validation_1-mae:6266.30859 [298] validation_0-mae:5667.23340 validation_1-mae:6265.21777 [299] validation_0-mae:5662.49023 validation_1-mae:6264.55664 [300] validation_0-mae:5660.55664 validation_1-mae:6264.05664 [301] validation_0-mae:5656.87549 validation_1-mae:6262.44775 [302] validation_0-mae:5653.94678 validation_1-mae:6261.50293 [303] validation_0-mae:5651.28223 validation_1-mae:6260.64258 [304] validation_0-mae:5649.13721 validation_1-mae:6260.56885 [305] validation_0-mae:5644.55615 validation_1-mae:6259.60791 [306] validation_0-mae:5642.53076 validation_1-mae:6259.45410 [307] validation_0-mae:5641.71533 validation_1-mae:6259.39697 [308] validation_0-mae:5640.42236 validation_1-mae:6260.14258 [309] validation_0-mae:5638.09668 validation_1-mae:6260.64453 [310] validation_0-mae:5637.02686 validation_1-mae:6259.67090 [311] validation_0-mae:5634.72412 validation_1-mae:6258.74561 [312] validation_0-mae:5632.85059 validation_1-mae:6258.48340 [313] validation_0-mae:5632.00244 validation_1-mae:6258.41113 [314] validation_0-mae:5628.58545 validation_1-mae:6255.39404 [315] validation_0-mae:5627.75635 validation_1-mae:6254.65186 [316] validation_0-mae:5625.68506 validation_1-mae:6254.16406 [317] validation_0-mae:5623.13477 validation_1-mae:6252.52246 [318] validation_0-mae:5618.82129 validation_1-mae:6252.12061 [319] validation_0-mae:5617.16064 validation_1-mae:6251.15283 [320] validation_0-mae:5614.49512 validation_1-mae:6249.99707 [321] validation_0-mae:5611.19775 validation_1-mae:6248.22217 [322] validation_0-mae:5609.99853 validation_1-mae:6248.68897 [323] validation_0-mae:5608.77148 validation_1-mae:6248.06152 [324] validation_0-mae:5606.06152 validation_1-mae:6247.46094 [325] validation_0-mae:5603.77978 validation_1-mae:6247.14697 [326] validation_0-mae:5602.52100 validation_1-mae:6246.95654 [327] validation_0-mae:5601.61963 validation_1-mae:6247.18848 [328] validation_0-mae:5599.18848 validation_1-mae:6247.52686 [329] validation_0-mae:5598.01074 validation_1-mae:6246.93457 [330] validation_0-mae:5597.35742 validation_1-mae:6247.08008 [331] validation_0-mae:5593.76514 validation_1-mae:6245.31103 [332] validation_0-mae:5591.95605 validation_1-mae:6245.00781 [333] validation_0-mae:5590.82959 validation_1-mae:6245.10352 [334] validation_0-mae:5588.28272 validation_1-mae:6242.93701 [335] validation_0-mae:5586.35352 validation_1-mae:6242.38281 [336] validation_0-mae:5583.10840 validation_1-mae:6240.91113 [337] validation_0-mae:5582.47559 validation_1-mae:6240.74414 [338] validation_0-mae:5580.13232 validation_1-mae:6240.72168 [339] validation_0-mae:5579.17773 validation_1-mae:6239.74219 [340] validation_0-mae:5577.74902 validation_1-mae:6239.91406 [341] validation_0-mae:5575.91309 validation_1-mae:6240.15674 [342] validation_0-mae:5571.49072 validation_1-mae:6237.63184 [343] validation_0-mae:5569.06055 validation_1-mae:6237.20068 [344] validation_0-mae:5566.90674 validation_1-mae:6235.46289 [345] validation_0-mae:5563.22705 validation_1-mae:6233.51758 [346] validation_0-mae:5560.79541 validation_1-mae:6231.85889 [347] validation_0-mae:5558.54248 validation_1-mae:6230.94922 [348] validation_0-mae:5556.56885 validation_1-mae:6229.82373 [349] validation_0-mae:5555.10986 validation_1-mae:6229.77002 [350] validation_0-mae:5552.56885 validation_1-mae:6229.43066 [351] validation_0-mae:5550.33691 validation_1-mae:6228.76953 [352] validation_0-mae:5548.64209 validation_1-mae:6228.64453 [353] validation_0-mae:5546.22070 validation_1-mae:6229.02246 [354] validation_0-mae:5544.09863 validation_1-mae:6228.63574 [355] validation_0-mae:5542.09473 validation_1-mae:6227.63672 [356] validation_0-mae:5540.78027 validation_1-mae:6226.86572 [357] validation_0-mae:5540.29443 validation_1-mae:6226.66406 [358] validation_0-mae:5537.85352 validation_1-mae:6224.80273 [359] validation_0-mae:5534.68311 validation_1-mae:6222.93701 [360] validation_0-mae:5532.41797 validation_1-mae:6221.66211 [361] validation_0-mae:5531.28955 validation_1-mae:6220.92236 [362] validation_0-mae:5530.39355 validation_1-mae:6220.86426 [363] validation_0-mae:5528.88916 validation_1-mae:6221.01855 [364] validation_0-mae:5527.73389 validation_1-mae:6220.42578 [365] validation_0-mae:5525.38623 validation_1-mae:6219.70508 [366] validation_0-mae:5524.05371 validation_1-mae:6218.89893 [367] validation_0-mae:5521.10791 validation_1-mae:6219.07764 [368] validation_0-mae:5518.88330 validation_1-mae:6217.49023 [369] validation_0-mae:5514.55859 validation_1-mae:6216.31250 [370] validation_0-mae:5513.58594 validation_1-mae:6216.26025 [371] validation_0-mae:5509.18555 validation_1-mae:6215.10205 [372] validation_0-mae:5508.21875 validation_1-mae:6214.52637 [373] validation_0-mae:5506.04004 validation_1-mae:6212.98682 [374] validation_0-mae:5503.18945 validation_1-mae:6213.03662 [375] validation_0-mae:5499.47949 validation_1-mae:6212.33594 [376] validation_0-mae:5498.22022 validation_1-mae:6212.11328 [377] validation_0-mae:5496.41064 validation_1-mae:6211.29297 [378] validation_0-mae:5491.98633 validation_1-mae:6207.94922 [379] validation_0-mae:5489.57275 validation_1-mae:6207.65723 [380] validation_0-mae:5485.09326 validation_1-mae:6206.16895 [381] validation_0-mae:5481.50244 validation_1-mae:6204.16602 [382] validation_0-mae:5478.97314 validation_1-mae:6203.85693 [383] validation_0-mae:5474.90186 validation_1-mae:6203.09082 [384] validation_0-mae:5474.15625 validation_1-mae:6203.22559 [385] validation_0-mae:5473.21191 validation_1-mae:6203.22461 [386] validation_0-mae:5470.42920 validation_1-mae:6203.30859 [387] validation_0-mae:5468.91113 validation_1-mae:6203.35498 [388] validation_0-mae:5467.25830 validation_1-mae:6203.66211 [389] validation_0-mae:5467.02588 validation_1-mae:6203.47022 [390] validation_0-mae:5465.73096 validation_1-mae:6202.63135 [391] validation_0-mae:5463.44189 validation_1-mae:6201.40625 [392] validation_0-mae:5461.85156 validation_1-mae:6201.31201 [393] validation_0-mae:5461.03174 validation_1-mae:6201.09863 [394] validation_0-mae:5459.74268 validation_1-mae:6200.37012 [395] validation_0-mae:5458.98438 validation_1-mae:6200.40234 [396] validation_0-mae:5458.40625 validation_1-mae:6200.35791 [397] validation_0-mae:5456.53076 validation_1-mae:6200.09522 [398] validation_0-mae:5456.05127 validation_1-mae:6200.13574 [399] validation_0-mae:5454.58057 validation_1-mae:6200.20215 [400] validation_0-mae:5452.14502 validation_1-mae:6199.45703 [401] validation_0-mae:5447.65332 validation_1-mae:6198.35205 [402] validation_0-mae:5446.42285 validation_1-mae:6197.86230 [403] validation_0-mae:5444.73242 validation_1-mae:6196.93262 [404] validation_0-mae:5443.38574 validation_1-mae:6196.60352 [405] validation_0-mae:5442.18506 validation_1-mae:6195.75928 [406] validation_0-mae:5439.68555 validation_1-mae:6196.31152 [407] validation_0-mae:5436.56738 validation_1-mae:6194.73145 [408] validation_0-mae:5435.45801 validation_1-mae:6194.30713 [409] validation_0-mae:5433.73584 validation_1-mae:6194.16309 [410] validation_0-mae:5433.28369 validation_1-mae:6193.87158 [411] validation_0-mae:5431.80566 validation_1-mae:6194.63428 [412] validation_0-mae:5428.67871 validation_1-mae:6193.32715 [413] validation_0-mae:5426.68701 validation_1-mae:6194.17480 [414] validation_0-mae:5424.51904 validation_1-mae:6194.41943 [415] validation_0-mae:5422.51709 validation_1-mae:6194.03467 [416] validation_0-mae:5420.66602 validation_1-mae:6193.81348 [417] validation_0-mae:5416.31934 validation_1-mae:6191.63184 [418] validation_0-mae:5414.56348 validation_1-mae:6191.03369 [419] validation_0-mae:5414.27197 validation_1-mae:6190.99756 [420] validation_0-mae:5413.07227 validation_1-mae:6191.27490 [421] validation_0-mae:5411.68945 validation_1-mae:6191.34473 [422] validation_0-mae:5410.44678 validation_1-mae:6190.93115 [423] validation_0-mae:5409.33740 validation_1-mae:6191.19238 [424] validation_0-mae:5406.86523 validation_1-mae:6191.91650 [425] validation_0-mae:5405.85254 validation_1-mae:6191.21533 [426] validation_0-mae:5404.45508 validation_1-mae:6190.58594 [427] validation_0-mae:5401.76221 validation_1-mae:6189.29443 [428] validation_0-mae:5399.12988 validation_1-mae:6188.50342 [429] validation_0-mae:5397.70996 validation_1-mae:6187.81055 [430] validation_0-mae:5395.63184 validation_1-mae:6186.22461 [431] validation_0-mae:5393.86719 validation_1-mae:6185.61816 [432] validation_0-mae:5392.35791 validation_1-mae:6185.46533 [433] validation_0-mae:5391.55859 validation_1-mae:6185.80371 [434] validation_0-mae:5390.80078 validation_1-mae:6185.93359 [435] validation_0-mae:5389.48340 validation_1-mae:6185.05957 [436] validation_0-mae:5388.30127 validation_1-mae:6184.76709 [437] validation_0-mae:5386.95996 validation_1-mae:6184.20264 [438] validation_0-mae:5384.94043 validation_1-mae:6183.17969 [439] validation_0-mae:5382.72461 validation_1-mae:6182.56738 [440] validation_0-mae:5381.59473 validation_1-mae:6182.58643 [441] validation_0-mae:5380.63330 validation_1-mae:6182.58838 [442] validation_0-mae:5377.99414 validation_1-mae:6180.96338 [443] validation_0-mae:5377.76758 validation_1-mae:6181.01270 [444] validation_0-mae:5375.02148 validation_1-mae:6179.62988 [445] validation_0-mae:5371.92871 validation_1-mae:6179.05078 [446] validation_0-mae:5371.27100 validation_1-mae:6178.75098 [447] validation_0-mae:5367.47363 validation_1-mae:6177.10693 [448] validation_0-mae:5366.00391 validation_1-mae:6176.68652 [449] validation_0-mae:5363.69775 validation_1-mae:6176.25244 [450] validation_0-mae:5361.35840 validation_1-mae:6175.18408 [451] validation_0-mae:5357.44141 validation_1-mae:6174.29297 [452] validation_0-mae:5353.84424 validation_1-mae:6172.08643 [453] validation_0-mae:5350.69238 validation_1-mae:6171.14453 [454] validation_0-mae:5347.73975 validation_1-mae:6170.43555 [455] validation_0-mae:5346.53369 validation_1-mae:6170.76709 [456] validation_0-mae:5343.22705 validation_1-mae:6170.60840 [457] validation_0-mae:5338.33887 validation_1-mae:6167.79932 [458] validation_0-mae:5334.77002 validation_1-mae:6165.89404 [459] validation_0-mae:5332.60107 validation_1-mae:6165.28955 [460] validation_0-mae:5330.02930 validation_1-mae:6164.95068 [461] validation_0-mae:5326.63525 validation_1-mae:6163.14160 [462] validation_0-mae:5323.05518 validation_1-mae:6161.63965 [463] validation_0-mae:5321.67822 validation_1-mae:6161.53809 [464] validation_0-mae:5320.09228 validation_1-mae:6160.69531 [465] validation_0-mae:5318.74609 validation_1-mae:6160.37598 [466] validation_0-mae:5316.92188 validation_1-mae:6159.37939 [467] validation_0-mae:5312.82324 validation_1-mae:6159.49365 [468] validation_0-mae:5311.18066 validation_1-mae:6159.21143 [469] validation_0-mae:5308.69531 validation_1-mae:6158.62939 [470] validation_0-mae:5306.83398 validation_1-mae:6158.67188 [471] validation_0-mae:5304.61621 validation_1-mae:6158.55859 [472] validation_0-mae:5302.18750 validation_1-mae:6157.22314 [473] validation_0-mae:5300.39746 validation_1-mae:6156.48584 [474] validation_0-mae:5298.54248 validation_1-mae:6155.81836 [475] validation_0-mae:5296.82031 validation_1-mae:6154.98340 [476] validation_0-mae:5295.23096 validation_1-mae:6154.12988 [477] validation_0-mae:5293.59375 validation_1-mae:6153.47803 [478] validation_0-mae:5293.26562 validation_1-mae:6153.61279 [479] validation_0-mae:5290.27441 validation_1-mae:6152.73193 [480] validation_0-mae:5287.75977 validation_1-mae:6151.49756 [481] validation_0-mae:5287.07959 validation_1-mae:6151.03174 [482] validation_0-mae:5284.72803 validation_1-mae:6150.82910 [483] validation_0-mae:5284.18994 validation_1-mae:6150.73926 [484] validation_0-mae:5283.03125 validation_1-mae:6151.29395 [485] validation_0-mae:5281.55566 validation_1-mae:6150.54688 [486] validation_0-mae:5281.18750 validation_1-mae:6150.34570 [487] validation_0-mae:5279.60986 validation_1-mae:6149.69336 [488] validation_0-mae:5277.78320 validation_1-mae:6149.58643 [489] validation_0-mae:5276.70801 validation_1-mae:6149.80518 [490] validation_0-mae:5275.49512 validation_1-mae:6149.61621 [491] validation_0-mae:5272.79443 validation_1-mae:6147.84375 [492] validation_0-mae:5271.28516 validation_1-mae:6147.23975 [493] validation_0-mae:5267.20996 validation_1-mae:6143.92676 [494] validation_0-mae:5265.47461 validation_1-mae:6142.89551 [495] validation_0-mae:5263.57861 validation_1-mae:6141.66748 [496] validation_0-mae:5261.65576 validation_1-mae:6142.49853 [497] validation_0-mae:5257.92285 validation_1-mae:6140.90674 [498] validation_0-mae:5254.90967 validation_1-mae:6141.10352 [499] validation_0-mae:5253.53564 validation_1-mae:6140.33008 [500] validation_0-mae:5252.69141 validation_1-mae:6140.18359 [501] validation_0-mae:5250.99707 validation_1-mae:6139.26367 [502] validation_0-mae:5249.66602 validation_1-mae:6138.79785 [503] validation_0-mae:5246.65967 validation_1-mae:6138.34228 [504] validation_0-mae:5245.85205 validation_1-mae:6138.15772 [505] validation_0-mae:5245.59131 validation_1-mae:6137.95117 [506] validation_0-mae:5245.20020 validation_1-mae:6137.80908 [507] validation_0-mae:5243.97022 validation_1-mae:6138.08057 [508] validation_0-mae:5241.87256 validation_1-mae:6137.90576 [509] validation_0-mae:5240.18262 validation_1-mae:6137.51904 [510] validation_0-mae:5239.28369 validation_1-mae:6137.50830 [511] validation_0-mae:5238.55859 validation_1-mae:6137.20996 [512] validation_0-mae:5235.75537 validation_1-mae:6135.87207 [513] validation_0-mae:5234.43603 validation_1-mae:6135.76270 [514] validation_0-mae:5232.50684 validation_1-mae:6135.49561 [515] validation_0-mae:5231.56836 validation_1-mae:6135.01416 [516] validation_0-mae:5227.07227 validation_1-mae:6134.08008 [517] validation_0-mae:5226.53369 validation_1-mae:6133.94922 [518] validation_0-mae:5225.68359 validation_1-mae:6133.78418 [519] validation_0-mae:5224.49707 validation_1-mae:6133.64795 [520] validation_0-mae:5221.14600 validation_1-mae:6131.32178 [521] validation_0-mae:5217.96094 validation_1-mae:6130.90576 [522] validation_0-mae:5216.29346 validation_1-mae:6130.14502 [523] validation_0-mae:5213.43213 validation_1-mae:6129.82227 [524] validation_0-mae:5213.12647 validation_1-mae:6130.19873 [525] validation_0-mae:5210.61182 validation_1-mae:6130.73389 [526] validation_0-mae:5209.32373 validation_1-mae:6130.08838 [527] validation_0-mae:5209.21875 validation_1-mae:6130.13428 [528] validation_0-mae:5207.39307 validation_1-mae:6128.74414 [529] validation_0-mae:5205.55273 validation_1-mae:6128.73877 [530] validation_0-mae:5202.87500 validation_1-mae:6127.71777 [531] validation_0-mae:5201.25342 validation_1-mae:6126.51025 [532] validation_0-mae:5196.12256 validation_1-mae:6126.01611 [533] validation_0-mae:5193.87598 validation_1-mae:6126.37842 [534] validation_0-mae:5192.03760 validation_1-mae:6125.85303 [535] validation_0-mae:5189.75147 validation_1-mae:6126.01025 [536] validation_0-mae:5186.26855 validation_1-mae:6125.50488 [537] validation_0-mae:5184.42090 validation_1-mae:6125.29346 [538] validation_0-mae:5182.77295 validation_1-mae:6125.42236 [539] validation_0-mae:5179.72998 validation_1-mae:6124.66895 [540] validation_0-mae:5178.29248 validation_1-mae:6124.10986 [541] validation_0-mae:5177.06738 validation_1-mae:6123.57861 [542] validation_0-mae:5174.89893 validation_1-mae:6122.83350 [543] validation_0-mae:5173.82666 validation_1-mae:6122.77051 [544] validation_0-mae:5172.09131 validation_1-mae:6121.99023 [545] validation_0-mae:5169.94385 validation_1-mae:6121.28516 [546] validation_0-mae:5169.56103 validation_1-mae:6121.08398 [547] validation_0-mae:5165.67188 validation_1-mae:6119.67725 [548] validation_0-mae:5163.28955 validation_1-mae:6119.56445 [549] validation_0-mae:5161.11621 validation_1-mae:6118.41846 [550] validation_0-mae:5159.50049 validation_1-mae:6118.54443 [551] validation_0-mae:5158.56836 validation_1-mae:6118.34961 [552] validation_0-mae:5157.89697 validation_1-mae:6118.02295 [553] validation_0-mae:5156.13232 validation_1-mae:6117.78662 [554] validation_0-mae:5154.69189 validation_1-mae:6117.56885 [555] validation_0-mae:5153.15869 validation_1-mae:6116.80713 [556] validation_0-mae:5152.26514 validation_1-mae:6116.82275 [557] validation_0-mae:5150.09814 validation_1-mae:6115.47656 [558] validation_0-mae:5149.47070 validation_1-mae:6115.03955 [559] validation_0-mae:5146.37744 validation_1-mae:6112.90234 [560] validation_0-mae:5143.89600 validation_1-mae:6111.72949 [561] validation_0-mae:5142.25928 validation_1-mae:6111.07324 [562] validation_0-mae:5140.58545 validation_1-mae:6111.19482 [563] validation_0-mae:5138.08545 validation_1-mae:6110.01953 [564] validation_0-mae:5137.38184 validation_1-mae:6110.09180 [565] validation_0-mae:5137.24756 validation_1-mae:6110.06641 [566] validation_0-mae:5136.26416 validation_1-mae:6110.75439 [567] validation_0-mae:5133.34473 validation_1-mae:6109.99414 [568] validation_0-mae:5132.76758 validation_1-mae:6109.64160 [569] validation_0-mae:5130.57080 validation_1-mae:6109.43603 [570] validation_0-mae:5128.32861 validation_1-mae:6109.05518 [571] validation_0-mae:5125.43701 validation_1-mae:6107.12549 [572] validation_0-mae:5123.53906 validation_1-mae:6106.29492 [573] validation_0-mae:5121.68164 validation_1-mae:6107.19287 [574] validation_0-mae:5120.16846 validation_1-mae:6106.67627 [575] validation_0-mae:5118.75098 validation_1-mae:6106.54346 [576] validation_0-mae:5115.25977 validation_1-mae:6104.63867 [577] validation_0-mae:5113.31006 validation_1-mae:6104.11279 [578] validation_0-mae:5112.15674 validation_1-mae:6103.70410 [579] validation_0-mae:5111.03955 validation_1-mae:6103.18750 [580] validation_0-mae:5109.24658 validation_1-mae:6102.33154 [581] validation_0-mae:5107.54004 validation_1-mae:6102.42871 [582] validation_0-mae:5106.53418 validation_1-mae:6102.18603 [583] validation_0-mae:5104.84375 validation_1-mae:6102.61279 [584] validation_0-mae:5104.28174 validation_1-mae:6102.84912 [585] validation_0-mae:5103.05664 validation_1-mae:6102.15137 [586] validation_0-mae:5100.91895 validation_1-mae:6101.03955 [587] validation_0-mae:5099.93066 validation_1-mae:6101.28076 [588] validation_0-mae:5098.86523 validation_1-mae:6100.75098 [589] validation_0-mae:5097.00098 validation_1-mae:6100.48340 [590] validation_0-mae:5095.79053 validation_1-mae:6099.84912 [591] validation_0-mae:5095.54590 validation_1-mae:6099.60693 [592] validation_0-mae:5095.00928 validation_1-mae:6099.47314 [593] validation_0-mae:5094.01123 validation_1-mae:6099.24023 [594] validation_0-mae:5093.34326 validation_1-mae:6099.43506 [595] validation_0-mae:5090.93555 validation_1-mae:6098.64404 [596] validation_0-mae:5090.32178 validation_1-mae:6098.58643 [597] validation_0-mae:5087.98584 validation_1-mae:6097.93848 [598] validation_0-mae:5087.55566 validation_1-mae:6098.08447 [599] validation_0-mae:5086.93066 validation_1-mae:6097.81397 [600] validation_0-mae:5085.95508 validation_1-mae:6098.10986 [601] validation_0-mae:5085.75293 validation_1-mae:6098.13281 [602] validation_0-mae:5084.00781 validation_1-mae:6097.83838 [603] validation_0-mae:5081.62061 validation_1-mae:6097.70361 [604] validation_0-mae:5080.25830 validation_1-mae:6097.25977 [605] validation_0-mae:5078.85010 validation_1-mae:6097.25977 [606] validation_0-mae:5077.26562 validation_1-mae:6096.72363 [607] validation_0-mae:5075.74853 validation_1-mae:6096.77539 [608] validation_0-mae:5073.69727 validation_1-mae:6097.03662 [609] validation_0-mae:5072.69434 validation_1-mae:6096.87305 [610] validation_0-mae:5070.96240 validation_1-mae:6096.38477 [611] validation_0-mae:5070.46533 validation_1-mae:6096.57471 [612] validation_0-mae:5070.30322 validation_1-mae:6096.47754 [613] validation_0-mae:5066.86621 validation_1-mae:6095.70996 [614] validation_0-mae:5065.11768 validation_1-mae:6095.44824 [615] validation_0-mae:5064.02881 validation_1-mae:6095.02637 [616] validation_0-mae:5062.92285 validation_1-mae:6094.83643 [617] validation_0-mae:5061.74170 validation_1-mae:6094.62695 [618] validation_0-mae:5060.29297 validation_1-mae:6094.34375 [619] validation_0-mae:5058.64941 validation_1-mae:6093.41895 [620] validation_0-mae:5056.72852 validation_1-mae:6092.54932 [621] validation_0-mae:5053.54004 validation_1-mae:6093.47022 [622] validation_0-mae:5052.08594 validation_1-mae:6093.33154 [623] validation_0-mae:5050.33545 validation_1-mae:6093.73389 [624] validation_0-mae:5048.51025 validation_1-mae:6094.01270 [625] validation_0-mae:5046.85156 validation_1-mae:6093.40186 [626] validation_0-mae:5045.18311 validation_1-mae:6093.05615 [627] validation_0-mae:5043.43848 validation_1-mae:6092.93457 [628] validation_0-mae:5041.95459 validation_1-mae:6092.71045 [629] validation_0-mae:5041.75098 validation_1-mae:6092.73242 [630] validation_0-mae:5041.14209 validation_1-mae:6092.65625 [631] validation_0-mae:5039.89941 validation_1-mae:6092.71045 [632] validation_0-mae:5037.80908 validation_1-mae:6091.13867 [633] validation_0-mae:5034.85840 validation_1-mae:6090.22900 [634] validation_0-mae:5033.32520 validation_1-mae:6090.63135 [635] validation_0-mae:5032.77441 validation_1-mae:6090.50293 [636] validation_0-mae:5032.30664 validation_1-mae:6090.34619 [637] validation_0-mae:5030.29053 validation_1-mae:6090.19238 [638] validation_0-mae:5029.05859 validation_1-mae:6090.13867 [639] validation_0-mae:5028.12793 validation_1-mae:6090.14990 [640] validation_0-mae:5026.22705 validation_1-mae:6089.97217 [641] validation_0-mae:5023.85010 validation_1-mae:6090.61426 [642] validation_0-mae:5021.94531 validation_1-mae:6089.03906 [643] validation_0-mae:5021.05225 validation_1-mae:6089.25537 [644] validation_0-mae:5019.22461 validation_1-mae:6088.95605 [645] validation_0-mae:5018.19141 validation_1-mae:6088.85010 [646] validation_0-mae:5016.73877 validation_1-mae:6089.12256 [647] validation_0-mae:5015.14844 validation_1-mae:6088.02246 [648] validation_0-mae:5012.18994 validation_1-mae:6087.37109 [649] validation_0-mae:5010.69824 validation_1-mae:6086.87402 [650] validation_0-mae:5008.95312 validation_1-mae:6086.64014 [651] validation_0-mae:5007.47900 validation_1-mae:6087.03760 [652] validation_0-mae:5006.23291 validation_1-mae:6087.33838 [653] validation_0-mae:5004.89160 validation_1-mae:6087.49316 [654] validation_0-mae:5004.10889 validation_1-mae:6087.60938 [655] validation_0-mae:5002.72119 validation_1-mae:6087.64355 [656] validation_0-mae:5000.43115 validation_1-mae:6087.20801 [657] validation_0-mae:4999.97363 validation_1-mae:6086.83887 [658] validation_0-mae:4998.64893 validation_1-mae:6086.66455 [659] validation_0-mae:4997.96338 validation_1-mae:6086.61963 [660] validation_0-mae:4997.28418 validation_1-mae:6086.53613 [661] validation_0-mae:4995.18262 validation_1-mae:6085.82178 [662] validation_0-mae:4993.18799 validation_1-mae:6085.09082 [663] validation_0-mae:4991.36230 validation_1-mae:6084.62109 [664] validation_0-mae:4990.00342 validation_1-mae:6083.95215 [665] validation_0-mae:4988.36133 validation_1-mae:6083.82227 [666] validation_0-mae:4986.82764 validation_1-mae:6083.92041 [667] validation_0-mae:4985.24219 validation_1-mae:6083.61621 [668] validation_0-mae:4984.17969 validation_1-mae:6084.00342 [669] validation_0-mae:4982.67432 validation_1-mae:6083.72900 [670] validation_0-mae:4980.88135 validation_1-mae:6084.06592 [671] validation_0-mae:4977.65967 validation_1-mae:6082.95654 [672] validation_0-mae:4976.48828 validation_1-mae:6083.51172 [673] validation_0-mae:4972.37402 validation_1-mae:6082.98389 [674] validation_0-mae:4971.02832 validation_1-mae:6082.33984 [675] validation_0-mae:4968.90234 validation_1-mae:6082.16357 [676] validation_0-mae:4967.24463 validation_1-mae:6081.25293 [677] validation_0-mae:4965.40674 validation_1-mae:6081.21875 [678] validation_0-mae:4964.19385 validation_1-mae:6080.75781 [679] validation_0-mae:4963.09082 validation_1-mae:6080.84180 [680] validation_0-mae:4962.76709 validation_1-mae:6080.94580 [681] validation_0-mae:4961.35889 validation_1-mae:6080.79688 [682] validation_0-mae:4958.81201 validation_1-mae:6080.21387 [683] validation_0-mae:4957.30029 validation_1-mae:6080.26270 [684] validation_0-mae:4955.17432 validation_1-mae:6079.59522 [685] validation_0-mae:4954.67871 validation_1-mae:6079.56006 [686] validation_0-mae:4953.86475 validation_1-mae:6079.61768 [687] validation_0-mae:4951.65674 validation_1-mae:6078.10205 [688] validation_0-mae:4949.85205 validation_1-mae:6077.50830 [689] validation_0-mae:4947.82471 validation_1-mae:6077.27783 [690] validation_0-mae:4944.76611 validation_1-mae:6076.31836 [691] validation_0-mae:4943.56006 validation_1-mae:6075.93701 [692] validation_0-mae:4942.35156 validation_1-mae:6075.55566 [693] validation_0-mae:4940.59717 validation_1-mae:6075.43848 [694] validation_0-mae:4939.81006 validation_1-mae:6075.38135 [695] validation_0-mae:4938.17529 validation_1-mae:6075.18701 [696] validation_0-mae:4937.70850 validation_1-mae:6075.24072 [697] validation_0-mae:4936.33008 validation_1-mae:6074.78369 [698] validation_0-mae:4934.72168 validation_1-mae:6074.32373 [699] validation_0-mae:4933.79590 validation_1-mae:6074.57617 [700] validation_0-mae:4931.44678 validation_1-mae:6073.74072 [701] validation_0-mae:4929.41748 validation_1-mae:6073.52588 [702] validation_0-mae:4926.35059 validation_1-mae:6071.15576 [703] validation_0-mae:4924.64209 validation_1-mae:6070.75147 [704] validation_0-mae:4921.97266 validation_1-mae:6070.39307 [705] validation_0-mae:4919.84424 validation_1-mae:6070.04736 [706] validation_0-mae:4917.19238 validation_1-mae:6068.58691 [707] validation_0-mae:4916.13379 validation_1-mae:6068.46436 [708] validation_0-mae:4914.14453 validation_1-mae:6067.83154 [709] validation_0-mae:4913.69482 validation_1-mae:6067.81592 [710] validation_0-mae:4912.36426 validation_1-mae:6067.85547 [711] validation_0-mae:4910.17480 validation_1-mae:6067.28613 [712] validation_0-mae:4908.52930 validation_1-mae:6067.43359 [713] validation_0-mae:4906.79492 validation_1-mae:6066.45801 [714] validation_0-mae:4904.87353 validation_1-mae:6065.89795 [715] validation_0-mae:4903.25195 validation_1-mae:6065.59814 [716] validation_0-mae:4901.65674 validation_1-mae:6065.94873 [717] validation_0-mae:4899.79785 validation_1-mae:6065.35156 [718] validation_0-mae:4897.68066 validation_1-mae:6065.58594 [719] validation_0-mae:4896.86377 validation_1-mae:6065.42627 [720] validation_0-mae:4896.69092 validation_1-mae:6065.29102 [721] validation_0-mae:4895.99756 validation_1-mae:6065.52783 [722] validation_0-mae:4894.84082 validation_1-mae:6064.85059 [723] validation_0-mae:4894.35547 validation_1-mae:6065.24707 [724] validation_0-mae:4893.47949 validation_1-mae:6065.70703 [725] validation_0-mae:4893.19824 validation_1-mae:6065.75147 [726] validation_0-mae:4892.75342 validation_1-mae:6065.61865 [727] validation_0-mae:4891.63965 validation_1-mae:6065.44189 [728] validation_0-mae:4891.14746 validation_1-mae:6065.41162 [729] validation_0-mae:4889.89404 validation_1-mae:6065.26904 [730] validation_0-mae:4888.70703 validation_1-mae:6065.12402 [731] validation_0-mae:4886.75342 validation_1-mae:6065.07764 [732] validation_0-mae:4885.77051 validation_1-mae:6064.87549 [733] validation_0-mae:4883.75000 validation_1-mae:6063.98682 [734] validation_0-mae:4881.85400 validation_1-mae:6063.91162 [735] validation_0-mae:4879.99219 validation_1-mae:6063.82959 [736] validation_0-mae:4879.06836 validation_1-mae:6063.77881 [737] validation_0-mae:4878.23486 validation_1-mae:6063.73389 [738] validation_0-mae:4877.27100 validation_1-mae:6063.84766 [739] validation_0-mae:4874.79541 validation_1-mae:6062.64893 [740] validation_0-mae:4872.81494 validation_1-mae:6061.41113 [741] validation_0-mae:4870.49853 validation_1-mae:6060.37891 [742] validation_0-mae:4869.89990 validation_1-mae:6060.15576 [743] validation_0-mae:4869.54980 validation_1-mae:6060.12061 [744] validation_0-mae:4867.92725 validation_1-mae:6060.20850 [745] validation_0-mae:4866.26807 validation_1-mae:6059.65234 [746] validation_0-mae:4865.28418 validation_1-mae:6059.39307 [747] validation_0-mae:4864.37793 validation_1-mae:6059.27344 [748] validation_0-mae:4862.72900 validation_1-mae:6058.69678 [749] validation_0-mae:4862.07764 validation_1-mae:6058.43457 [750] validation_0-mae:4861.20020 validation_1-mae:6058.39795 [751] validation_0-mae:4859.37647 validation_1-mae:6057.85645 [752] validation_0-mae:4858.66016 validation_1-mae:6057.96436 [753] validation_0-mae:4857.65137 validation_1-mae:6057.80957 [754] validation_0-mae:4856.43115 validation_1-mae:6057.80762 [755] validation_0-mae:4855.83838 validation_1-mae:6057.43213 [756] validation_0-mae:4855.08154 validation_1-mae:6057.56348 [757] validation_0-mae:4854.53369 validation_1-mae:6057.39355 [758] validation_0-mae:4853.92139 validation_1-mae:6057.07812 [759] validation_0-mae:4852.93115 validation_1-mae:6056.78223 [760] validation_0-mae:4852.44238 validation_1-mae:6056.59375 [761] validation_0-mae:4851.88379 validation_1-mae:6056.65283 [762] validation_0-mae:4851.16699 validation_1-mae:6056.78711 [763] validation_0-mae:4849.61230 validation_1-mae:6057.05664 [764] validation_0-mae:4849.51514 validation_1-mae:6057.00147 [765] validation_0-mae:4848.35742 validation_1-mae:6056.56738 [766] validation_0-mae:4847.90967 validation_1-mae:6056.70801 [767] validation_0-mae:4845.52344 validation_1-mae:6056.61377 [768] validation_0-mae:4843.92871 validation_1-mae:6056.34863 [769] validation_0-mae:4843.38867 validation_1-mae:6056.20312 [770] validation_0-mae:4841.54932 validation_1-mae:6055.70068 [771] validation_0-mae:4839.80127 validation_1-mae:6055.70020 [772] validation_0-mae:4838.45264 validation_1-mae:6055.85254 [773] validation_0-mae:4836.90283 validation_1-mae:6055.52783 [774] validation_0-mae:4835.42383 validation_1-mae:6054.90674 [775] validation_0-mae:4834.07617 validation_1-mae:6055.15332 [776] validation_0-mae:4832.12451 validation_1-mae:6054.97510 [777] validation_0-mae:4830.47949 validation_1-mae:6054.47119 [778] validation_0-mae:4828.37109 validation_1-mae:6053.46338 [779] validation_0-mae:4826.22510 validation_1-mae:6052.12256 [780] validation_0-mae:4825.14551 validation_1-mae:6051.75439 [781] validation_0-mae:4824.13281 validation_1-mae:6051.66357 [782] validation_0-mae:4822.94482 validation_1-mae:6050.81592 [783] validation_0-mae:4822.46387 validation_1-mae:6050.65137 [784] validation_0-mae:4821.07959 validation_1-mae:6050.13867 [785] validation_0-mae:4819.83545 validation_1-mae:6050.27881 [786] validation_0-mae:4819.35156 validation_1-mae:6050.20459 [787] validation_0-mae:4818.04932 validation_1-mae:6050.07178 [788] validation_0-mae:4815.81689 validation_1-mae:6048.70410 [789] validation_0-mae:4813.89404 validation_1-mae:6048.36426 [790] validation_0-mae:4810.77148 validation_1-mae:6048.26416 [791] validation_0-mae:4809.70264 validation_1-mae:6048.34814 [792] validation_0-mae:4807.54297 validation_1-mae:6048.62109 [793] validation_0-mae:4806.41748 validation_1-mae:6049.06201 [794] validation_0-mae:4804.72998 validation_1-mae:6049.46826 [795] validation_0-mae:4801.94482 validation_1-mae:6047.35400 [796] validation_0-mae:4801.53027 validation_1-mae:6047.29004 [797] validation_0-mae:4800.84522 validation_1-mae:6047.30713 [798] validation_0-mae:4798.70752 validation_1-mae:6047.30811 [799] validation_0-mae:4797.11133 validation_1-mae:6047.39014 [800] validation_0-mae:4796.12402 validation_1-mae:6047.05566 [801] validation_0-mae:4794.64697 validation_1-mae:6046.75781 [802] validation_0-mae:4793.40869 validation_1-mae:6046.74121 [803] validation_0-mae:4791.33203 validation_1-mae:6046.57471 [804] validation_0-mae:4790.37988 validation_1-mae:6046.30957 [805] validation_0-mae:4789.20215 validation_1-mae:6046.81055 [806] validation_0-mae:4787.75391 validation_1-mae:6046.85938 [807] validation_0-mae:4786.04443 validation_1-mae:6046.44580 [808] validation_0-mae:4784.86621 validation_1-mae:6046.01465 [809] validation_0-mae:4784.00586 validation_1-mae:6045.84131 [810] validation_0-mae:4783.13086 validation_1-mae:6045.67871 [811] validation_0-mae:4782.41113 validation_1-mae:6045.56885 [812] validation_0-mae:4780.77148 validation_1-mae:6045.26611 [813] validation_0-mae:4779.38770 validation_1-mae:6046.07227 [814] validation_0-mae:4777.00684 validation_1-mae:6046.03906 [815] validation_0-mae:4776.14893 validation_1-mae:6046.87061 [816] validation_0-mae:4773.09473 validation_1-mae:6047.92139 [817] validation_0-mae:4770.95117 validation_1-mae:6047.16846 [818] validation_0-mae:4768.49609 validation_1-mae:6046.63379 [819] validation_0-mae:4766.20264 validation_1-mae:6045.75488 [820] validation_0-mae:4763.68994 validation_1-mae:6045.36377 [821] validation_0-mae:4762.19727 validation_1-mae:6045.75195 [822] validation_0-mae:4761.22314 validation_1-mae:6046.04150 [823] validation_0-mae:4760.06055 validation_1-mae:6046.42725 [824] validation_0-mae:4758.76611 validation_1-mae:6046.08203 [825] validation_0-mae:4757.09082 validation_1-mae:6046.19531 [826] validation_0-mae:4754.94043 validation_1-mae:6046.92285 [827] validation_0-mae:4753.76855 validation_1-mae:6047.56934 [828] validation_0-mae:4751.37549 validation_1-mae:6047.14746 [829] validation_0-mae:4749.26367 validation_1-mae:6046.30518 [830] validation_0-mae:4747.40967 validation_1-mae:6045.87305 [831] validation_0-mae:4746.00537 validation_1-mae:6046.50928 [832] validation_0-mae:4743.50732 validation_1-mae:6047.09619 [833] validation_0-mae:4741.62891 validation_1-mae:6047.19238 [834] validation_0-mae:4739.87549 validation_1-mae:6046.87793 [835] validation_0-mae:4737.92188 validation_1-mae:6046.46289 [836] validation_0-mae:4735.98730 validation_1-mae:6045.30713 [837] validation_0-mae:4734.88770 validation_1-mae:6044.87939 [838] validation_0-mae:4733.75488 validation_1-mae:6044.66406 [839] validation_0-mae:4731.90625 validation_1-mae:6044.71924 [840] validation_0-mae:4730.77002 validation_1-mae:6044.47949 [841] validation_0-mae:4729.05518 validation_1-mae:6043.85986 [842] validation_0-mae:4727.91748 validation_1-mae:6044.13525 [843] validation_0-mae:4726.80176 validation_1-mae:6044.13818 [844] validation_0-mae:4725.64502 validation_1-mae:6043.94727 [845] validation_0-mae:4724.65772 validation_1-mae:6044.01123 [846] validation_0-mae:4722.90625 validation_1-mae:6043.24805 [847] validation_0-mae:4720.25732 validation_1-mae:6042.71826 [848] validation_0-mae:4717.97168 validation_1-mae:6042.70654 [849] validation_0-mae:4716.38574 validation_1-mae:6041.62256 [850] validation_0-mae:4714.15723 validation_1-mae:6041.21631 [851] validation_0-mae:4713.11230 validation_1-mae:6040.95654 [852] validation_0-mae:4711.28857 validation_1-mae:6041.75293 [853] validation_0-mae:4709.54053 validation_1-mae:6041.67334 [854] validation_0-mae:4708.43945 validation_1-mae:6041.56250 [855] validation_0-mae:4707.56250 validation_1-mae:6041.47900 [856] validation_0-mae:4706.95215 validation_1-mae:6041.17383 [857] validation_0-mae:4705.57080 validation_1-mae:6041.15332 [858] validation_0-mae:4703.43506 validation_1-mae:6040.80664 [859] validation_0-mae:4702.79248 validation_1-mae:6040.98926 [860] validation_0-mae:4701.88086 validation_1-mae:6040.96973 [861] validation_0-mae:4700.70215 validation_1-mae:6040.45410 [862] validation_0-mae:4699.68066 validation_1-mae:6040.56299 [863] validation_0-mae:4698.74170 validation_1-mae:6040.47266 [864] validation_0-mae:4696.91943 validation_1-mae:6040.05957 [865] validation_0-mae:4695.56397 validation_1-mae:6039.28906 [866] validation_0-mae:4695.37061 validation_1-mae:6039.22412 [867] validation_0-mae:4694.65723 validation_1-mae:6039.20703 [868] validation_0-mae:4694.13330 validation_1-mae:6039.57031 [869] validation_0-mae:4692.68652 validation_1-mae:6038.88574 [870] validation_0-mae:4690.98926 validation_1-mae:6038.41846 [871] validation_0-mae:4689.31689 validation_1-mae:6038.20752 [872] validation_0-mae:4687.66309 validation_1-mae:6037.78174 [873] validation_0-mae:4686.18164 validation_1-mae:6037.55322 [874] validation_0-mae:4684.56885 validation_1-mae:6037.46582 [875] validation_0-mae:4683.37842 validation_1-mae:6036.61963 [876] validation_0-mae:4682.58545 validation_1-mae:6036.29639 [877] validation_0-mae:4681.52100 validation_1-mae:6035.93408 [878] validation_0-mae:4680.48486 validation_1-mae:6036.41699 [879] validation_0-mae:4677.10010 validation_1-mae:6035.03662 [880] validation_0-mae:4675.86084 validation_1-mae:6035.06494 [881] validation_0-mae:4674.00342 validation_1-mae:6033.82373 [882] validation_0-mae:4671.85791 validation_1-mae:6034.08057 [883] validation_0-mae:4670.26025 validation_1-mae:6034.14600 [884] validation_0-mae:4669.45459 validation_1-mae:6034.28564 [885] validation_0-mae:4668.70459 validation_1-mae:6034.40186 [886] validation_0-mae:4666.73975 validation_1-mae:6034.45264 [887] validation_0-mae:4664.66504 validation_1-mae:6034.26660 [888] validation_0-mae:4663.40234 validation_1-mae:6034.15137 [889] validation_0-mae:4662.60303 validation_1-mae:6033.60840 [890] validation_0-mae:4661.69189 validation_1-mae:6033.13428 [891] validation_0-mae:4660.78369 validation_1-mae:6033.47852 [892] validation_0-mae:4658.64453 validation_1-mae:6032.95605 [893] validation_0-mae:4658.05615 validation_1-mae:6032.48096 [894] validation_0-mae:4656.24268 validation_1-mae:6033.17725 [895] validation_0-mae:4655.10156 validation_1-mae:6032.33936 [896] validation_0-mae:4654.20801 validation_1-mae:6032.01709 [897] validation_0-mae:4652.23535 validation_1-mae:6032.35107 [898] validation_0-mae:4650.75830 validation_1-mae:6032.29883 [899] validation_0-mae:4649.52930 validation_1-mae:6032.31250 [900] validation_0-mae:4648.44385 validation_1-mae:6032.05859 [901] validation_0-mae:4645.95508 validation_1-mae:6030.68652 [902] validation_0-mae:4642.32129 validation_1-mae:6029.92139 [903] validation_0-mae:4640.16309 validation_1-mae:6030.60693 [904] validation_0-mae:4639.33252 validation_1-mae:6030.37939 [905] validation_0-mae:4636.96240 validation_1-mae:6028.68311 [906] validation_0-mae:4634.51416 validation_1-mae:6028.11865 [907] validation_0-mae:4632.99805 validation_1-mae:6028.14258 [908] validation_0-mae:4631.23535 validation_1-mae:6027.39209 [909] validation_0-mae:4630.11426 validation_1-mae:6027.38770 [910] validation_0-mae:4628.75488 validation_1-mae:6026.80908 [911] validation_0-mae:4628.26611 validation_1-mae:6027.01709 [912] validation_0-mae:4628.06592 validation_1-mae:6027.52686 [913] validation_0-mae:4627.50439 validation_1-mae:6027.42334 [914] validation_0-mae:4627.30176 validation_1-mae:6027.49756 [915] validation_0-mae:4626.46826 validation_1-mae:6027.28272 [916] validation_0-mae:4625.61230 validation_1-mae:6027.06494 [917] validation_0-mae:4623.97559 validation_1-mae:6025.73047 [918] validation_0-mae:4622.84717 validation_1-mae:6025.72217 [919] validation_0-mae:4621.60742 validation_1-mae:6026.37305 [920] validation_0-mae:4620.72607 validation_1-mae:6026.20752 [921] validation_0-mae:4620.24707 validation_1-mae:6025.76074 [922] validation_0-mae:4619.43994 validation_1-mae:6024.98145 [923] validation_0-mae:4617.72461 validation_1-mae:6024.30127 [924] validation_0-mae:4616.34131 validation_1-mae:6023.90625 [925] validation_0-mae:4615.43555 validation_1-mae:6023.82324 [926] validation_0-mae:4613.95117 validation_1-mae:6023.95850 [927] validation_0-mae:4613.74219 validation_1-mae:6024.12402 [928] validation_0-mae:4612.63721 validation_1-mae:6024.37353 [929] validation_0-mae:4610.89990 validation_1-mae:6024.49805 [930] validation_0-mae:4609.60742 validation_1-mae:6025.08691 [931] validation_0-mae:4608.42139 validation_1-mae:6025.26318 [932] validation_0-mae:4607.53516 validation_1-mae:6025.12451 [933] validation_0-mae:4605.47656 validation_1-mae:6025.01611 [934] validation_0-mae:4603.00342 validation_1-mae:6024.49951 [935] validation_0-mae:4601.83887 validation_1-mae:6024.33398 [936] validation_0-mae:4600.01270 validation_1-mae:6024.32471 [937] validation_0-mae:4598.01318 validation_1-mae:6024.41846 [938] validation_0-mae:4597.31836 validation_1-mae:6024.14648 [939] validation_0-mae:4596.23877 validation_1-mae:6024.03760 [940] validation_0-mae:4595.05908 validation_1-mae:6023.63965 [941] validation_0-mae:4593.22852 validation_1-mae:6023.95508 [942] validation_0-mae:4592.06689 validation_1-mae:6024.06201 [943] validation_0-mae:4590.75147 validation_1-mae:6024.10303 [944] validation_0-mae:4588.81006 validation_1-mae:6023.80029 [945] validation_0-mae:4587.41846 validation_1-mae:6022.89795 [946] validation_0-mae:4585.64600 validation_1-mae:6022.46045 [947] validation_0-mae:4583.72803 validation_1-mae:6023.10352 [948] validation_0-mae:4582.48975 validation_1-mae:6023.45996 [949] validation_0-mae:4580.72022 validation_1-mae:6023.70703 [950] validation_0-mae:4578.78760 validation_1-mae:6023.28613 [951] validation_0-mae:4577.53076 validation_1-mae:6023.36914 [952] validation_0-mae:4575.66602 validation_1-mae:6022.65381 [953] validation_0-mae:4572.82520 validation_1-mae:6022.30957 [954] validation_0-mae:4571.31103 validation_1-mae:6022.42725 [955] validation_0-mae:4570.38135 validation_1-mae:6023.12647 [956] validation_0-mae:4569.39648 validation_1-mae:6022.82031 [957] validation_0-mae:4568.51172 validation_1-mae:6023.01221 [958] validation_0-mae:4566.76660 validation_1-mae:6023.07373 [959] validation_0-mae:4565.66797 validation_1-mae:6022.97168 [960] validation_0-mae:4564.71631 validation_1-mae:6022.69141 [961] validation_0-mae:4564.58398 validation_1-mae:6022.73682 [962] validation_0-mae:4564.50928 validation_1-mae:6022.67432 [963] validation_0-mae:4563.30225 validation_1-mae:6022.68945 [964] validation_0-mae:4561.57178 validation_1-mae:6022.41016 [965] validation_0-mae:4559.47852 validation_1-mae:6022.45898 [966] validation_0-mae:4557.25342 validation_1-mae:6021.97949 [967] validation_0-mae:4556.16846 validation_1-mae:6022.00342 [968] validation_0-mae:4555.24023 validation_1-mae:6021.52393 [969] validation_0-mae:4553.14600 validation_1-mae:6021.70117 [970] validation_0-mae:4550.86865 validation_1-mae:6021.10889 [971] validation_0-mae:4549.77539 validation_1-mae:6020.76270 [972] validation_0-mae:4548.81885 validation_1-mae:6020.76514 [973] validation_0-mae:4547.51562 validation_1-mae:6020.96143 [974] validation_0-mae:4546.09082 validation_1-mae:6021.27295 [975] validation_0-mae:4544.70752 validation_1-mae:6021.05762 [976] validation_0-mae:4543.44873 validation_1-mae:6021.01270 [977] validation_0-mae:4542.11621 validation_1-mae:6021.32520 [978] validation_0-mae:4540.95410 validation_1-mae:6021.08105 [979] validation_0-mae:4539.98096 validation_1-mae:6021.17334 [980] validation_0-mae:4539.15527 validation_1-mae:6021.17920 [981] validation_0-mae:4538.46631 validation_1-mae:6021.39697 [982] validation_0-mae:4537.06787 validation_1-mae:6020.74463 [983] validation_0-mae:4536.33447 validation_1-mae:6020.78369 [984] validation_0-mae:4535.81055 validation_1-mae:6020.87695 [985] validation_0-mae:4535.35400 validation_1-mae:6020.52002 [986] validation_0-mae:4534.26025 validation_1-mae:6020.45215 [987] validation_0-mae:4532.59131 validation_1-mae:6020.29297 [988] validation_0-mae:4530.75049 validation_1-mae:6019.87842 [989] validation_0-mae:4529.22510 validation_1-mae:6019.16699 [990] validation_0-mae:4527.98438 validation_1-mae:6019.01172 [991] validation_0-mae:4527.35107 validation_1-mae:6018.90430 [992] validation_0-mae:4526.35107 validation_1-mae:6018.79150 [993] validation_0-mae:4526.29150 validation_1-mae:6018.92822 [994] validation_0-mae:4524.82324 validation_1-mae:6018.47803 [995] validation_0-mae:4523.09717 validation_1-mae:6017.37500 [996] validation_0-mae:4522.37842 validation_1-mae:6017.43164 [997] validation_0-mae:4521.41797 validation_1-mae:6017.24219 [998] validation_0-mae:4520.20801 validation_1-mae:6017.30469 [999] validation_0-mae:4518.97461 validation_1-mae:6017.46631 [1000] validation_0-mae:4517.96826 validation_1-mae:6017.62305 [1001] validation_0-mae:4516.84619 validation_1-mae:6016.96045 [1002] validation_0-mae:4515.92529 validation_1-mae:6016.45068 [1003] validation_0-mae:4514.92578 validation_1-mae:6016.58154 [1004] validation_0-mae:4514.26562 validation_1-mae:6016.49609 [1005] validation_0-mae:4512.84375 validation_1-mae:6016.11523 [1006] validation_0-mae:4512.06982 validation_1-mae:6015.93262 [1007] validation_0-mae:4511.35693 validation_1-mae:6016.04492 [1008] validation_0-mae:4510.39648 validation_1-mae:6015.99756 [1009] validation_0-mae:4509.77344 validation_1-mae:6015.94727 [1010] validation_0-mae:4508.72412 validation_1-mae:6015.92578 [1011] validation_0-mae:4507.70898 validation_1-mae:6015.80518 [1012] validation_0-mae:4506.79590 validation_1-mae:6015.92578 [1013] validation_0-mae:4506.61670 validation_1-mae:6015.98682 [1014] validation_0-mae:4505.17041 validation_1-mae:6015.88428 [1015] validation_0-mae:4504.26855 validation_1-mae:6016.02881 [1016] validation_0-mae:4503.00195 validation_1-mae:6015.74463 [1017] validation_0-mae:4502.30420 validation_1-mae:6015.52686 [1018] validation_0-mae:4501.13574 validation_1-mae:6015.01904 [1019] validation_0-mae:4499.92041 validation_1-mae:6015.11377 [1020] validation_0-mae:4498.11963 validation_1-mae:6014.72461 [1021] validation_0-mae:4496.12305 validation_1-mae:6014.34326 [1022] validation_0-mae:4495.36768 validation_1-mae:6014.67529 [1023] validation_0-mae:4495.03027 validation_1-mae:6015.11084 [1024] validation_0-mae:4494.58350 validation_1-mae:6015.22119 [1025] validation_0-mae:4493.56348 validation_1-mae:6015.00439 [1026] validation_0-mae:4493.12695 validation_1-mae:6014.84033 [1027] validation_0-mae:4492.92920 validation_1-mae:6014.79150 [1028] validation_0-mae:4491.77539 validation_1-mae:6015.21387 [1029] validation_0-mae:4490.44824 validation_1-mae:6014.93603 [1030] validation_0-mae:4488.21777 validation_1-mae:6014.38525 [1031] validation_0-mae:4486.12793 validation_1-mae:6014.62695 [1032] validation_0-mae:4484.46338 validation_1-mae:6014.96973 [1033] validation_0-mae:4483.87451 validation_1-mae:6015.00732 [1034] validation_0-mae:4482.38184 validation_1-mae:6015.46680 [1035] validation_0-mae:4481.79199 validation_1-mae:6015.25488 [1036] validation_0-mae:4481.37842 validation_1-mae:6015.31641 [1037] validation_0-mae:4480.71728 validation_1-mae:6014.95312 [1038] validation_0-mae:4479.85791 validation_1-mae:6015.12158 [1039] validation_0-mae:4479.20166 validation_1-mae:6015.40576 [1040] validation_0-mae:4478.32764 validation_1-mae:6015.43799 [1041] validation_0-mae:4476.34522 validation_1-mae:6014.55469 [1042] validation_0-mae:4475.01416 validation_1-mae:6014.66357 [1043] validation_0-mae:4474.23340 validation_1-mae:6014.52686 [1044] validation_0-mae:4472.19971 validation_1-mae:6015.20801 [1045] validation_0-mae:4470.55762 validation_1-mae:6015.36328 [1046] validation_0-mae:4469.62549 validation_1-mae:6014.98975 [1047] validation_0-mae:4468.88428 validation_1-mae:6015.06494 [1048] validation_0-mae:4466.97705 validation_1-mae:6014.89404 [1049] validation_0-mae:4465.66943 validation_1-mae:6014.93897 [1050] validation_0-mae:4464.78516 validation_1-mae:6014.93506 [1051] validation_0-mae:4463.72510 validation_1-mae:6014.92383 [1052] validation_0-mae:4462.88184 validation_1-mae:6015.50342 [1053] validation_0-mae:4461.38184 validation_1-mae:6015.78711 [1054] validation_0-mae:4460.61621 validation_1-mae:6015.82080 [1055] validation_0-mae:4459.49853 validation_1-mae:6015.88232 [1056] validation_0-mae:4458.55078 validation_1-mae:6015.63525 [1057] validation_0-mae:4457.15674 validation_1-mae:6015.28223 [1058] validation_0-mae:4455.77393 validation_1-mae:6015.18506 [1059] validation_0-mae:4454.65918 validation_1-mae:6014.61279 [1060] validation_0-mae:4453.77197 validation_1-mae:6014.69189 [1061] validation_0-mae:4453.38867 validation_1-mae:6014.57129 [1062] validation_0-mae:4452.56152 validation_1-mae:6014.15332 [1063] validation_0-mae:4451.84912 validation_1-mae:6014.14941 [1064] validation_0-mae:4450.52930 validation_1-mae:6014.29004 [1065] validation_0-mae:4449.89355 validation_1-mae:6014.44287 [1066] validation_0-mae:4448.45264 validation_1-mae:6013.99072 [1067] validation_0-mae:4446.89111 validation_1-mae:6014.16553 [1068] validation_0-mae:4446.63428 validation_1-mae:6014.19824 [1069] validation_0-mae:4446.16797 validation_1-mae:6014.35156 [1070] validation_0-mae:4446.07275 validation_1-mae:6014.49658 [1071] validation_0-mae:4444.74561 validation_1-mae:6014.02441 [1072] validation_0-mae:4443.66943 validation_1-mae:6013.52783 [1073] validation_0-mae:4442.10889 validation_1-mae:6013.31543 [1074] validation_0-mae:4441.31787 validation_1-mae:6012.91699 [1075] validation_0-mae:4439.58936 validation_1-mae:6013.94873 [1076] validation_0-mae:4438.79199 validation_1-mae:6013.45654 [1077] validation_0-mae:4436.93701 validation_1-mae:6013.24023 [1078] validation_0-mae:4435.51416 validation_1-mae:6012.56543 [1079] validation_0-mae:4433.84766 validation_1-mae:6012.79688 [1080] validation_0-mae:4433.29541 validation_1-mae:6012.99121 [1081] validation_0-mae:4431.37598 validation_1-mae:6012.96973 [1082] validation_0-mae:4429.77686 validation_1-mae:6013.40234 [1083] validation_0-mae:4428.89307 validation_1-mae:6013.41113 [1084] validation_0-mae:4428.62891 validation_1-mae:6013.38037 [1085] validation_0-mae:4426.87207 validation_1-mae:6012.51611 [1086] validation_0-mae:4425.24219 validation_1-mae:6012.40234 [1087] validation_0-mae:4424.48340 validation_1-mae:6012.58740 [1088] validation_0-mae:4423.83301 validation_1-mae:6012.65820 [1089] validation_0-mae:4422.94775 validation_1-mae:6012.79736 [1090] validation_0-mae:4422.11621 validation_1-mae:6012.57617 [1091] validation_0-mae:4419.82666 validation_1-mae:6012.48682 [1092] validation_0-mae:4417.89990 validation_1-mae:6012.36572 [1093] validation_0-mae:4416.72705 validation_1-mae:6011.99805 [1094] validation_0-mae:4415.58447 validation_1-mae:6011.77783 [1095] validation_0-mae:4413.83740 validation_1-mae:6011.44238 [1096] validation_0-mae:4412.53662 validation_1-mae:6011.28662 [1097] validation_0-mae:4411.29688 validation_1-mae:6011.20117 [1098] validation_0-mae:4409.71436 validation_1-mae:6010.26025 [1099] validation_0-mae:4409.18506 validation_1-mae:6010.60840 [1100] validation_0-mae:4408.89941 validation_1-mae:6010.68115 [1101] validation_0-mae:4407.78516 validation_1-mae:6009.50049 [1102] validation_0-mae:4406.70557 validation_1-mae:6009.50000 [1103] validation_0-mae:4405.20459 validation_1-mae:6009.16309 [1104] validation_0-mae:4404.24072 validation_1-mae:6009.34766 [1105] validation_0-mae:4402.94336 validation_1-mae:6009.15869 [1106] validation_0-mae:4402.37353 validation_1-mae:6009.10645 [1107] validation_0-mae:4402.16016 validation_1-mae:6009.11377 [1108] validation_0-mae:4401.65772 validation_1-mae:6008.95410 [1109] validation_0-mae:4400.76514 validation_1-mae:6008.52881 [1110] validation_0-mae:4399.74219 validation_1-mae:6008.05322 [1111] validation_0-mae:4399.71094 validation_1-mae:6008.05811 [1112] validation_0-mae:4398.09961 validation_1-mae:6006.81445 [1113] validation_0-mae:4397.39160 validation_1-mae:6006.41748 [1114] validation_0-mae:4396.28467 validation_1-mae:6006.60889 [1115] validation_0-mae:4394.93066 validation_1-mae:6006.51221 [1116] validation_0-mae:4393.72022 validation_1-mae:6007.07324 [1117] validation_0-mae:4393.68799 validation_1-mae:6007.10010 [1118] validation_0-mae:4392.37109 validation_1-mae:6005.89697 [1119] validation_0-mae:4391.54199 validation_1-mae:6005.42676 [1120] validation_0-mae:4390.32617 validation_1-mae:6005.51074 [1121] validation_0-mae:4388.94482 validation_1-mae:6004.72168 [1122] validation_0-mae:4388.13086 validation_1-mae:6004.34228 [1123] validation_0-mae:4386.91650 validation_1-mae:6004.76562 [1124] validation_0-mae:4385.66406 validation_1-mae:6004.92090 [1125] validation_0-mae:4384.77734 validation_1-mae:6005.31103 [1126] validation_0-mae:4383.89258 validation_1-mae:6005.31934 [1127] validation_0-mae:4383.27734 validation_1-mae:6005.12598 [1128] validation_0-mae:4382.79834 validation_1-mae:6005.17578 [1129] validation_0-mae:4381.35889 validation_1-mae:6005.64648 [1130] validation_0-mae:4379.94092 validation_1-mae:6005.62598 [1131] validation_0-mae:4379.64258 validation_1-mae:6005.62744 [1132] validation_0-mae:4378.94727 validation_1-mae:6005.49707 [1133] validation_0-mae:4378.60010 validation_1-mae:6005.36426 [1134] validation_0-mae:4377.85400 validation_1-mae:6005.38477 [1135] validation_0-mae:4377.77051 validation_1-mae:6005.43799 [1136] validation_0-mae:4377.07275 validation_1-mae:6005.24023 [1137] validation_0-mae:4376.03467 validation_1-mae:6005.50488 [1138] validation_0-mae:4374.73535 validation_1-mae:6004.37793 [1139] validation_0-mae:4373.16943 validation_1-mae:6003.70312 [1140] validation_0-mae:4371.99707 validation_1-mae:6003.83936 [1141] validation_0-mae:4371.64502 validation_1-mae:6003.91016 [1142] validation_0-mae:4370.62744 validation_1-mae:6003.93066 [1143] validation_0-mae:4369.96240 validation_1-mae:6003.77295 [1144] validation_0-mae:4368.21094 validation_1-mae:6003.64111 [1145] validation_0-mae:4366.46338 validation_1-mae:6003.57129 [1146] validation_0-mae:4365.67920 validation_1-mae:6003.47900 [1147] validation_0-mae:4364.93945 validation_1-mae:6003.89014 [1148] validation_0-mae:4364.07959 validation_1-mae:6003.67773 [1149] validation_0-mae:4363.49853 validation_1-mae:6003.37061 [1150] validation_0-mae:4362.91064 validation_1-mae:6003.36523 [1151] validation_0-mae:4361.91211 validation_1-mae:6003.59277 [1152] validation_0-mae:4359.96533 validation_1-mae:6002.79297 [1153] validation_0-mae:4359.21875 validation_1-mae:6002.70898 [1154] validation_0-mae:4358.17871 validation_1-mae:6002.40186 [1155] validation_0-mae:4357.62988 validation_1-mae:6002.44189 [1156] validation_0-mae:4356.66504 validation_1-mae:6003.13184 [1157] validation_0-mae:4355.83740 validation_1-mae:6003.35693 [1158] validation_0-mae:4355.69287 validation_1-mae:6003.25928 [1159] validation_0-mae:4355.64502 validation_1-mae:6003.29932 [1160] validation_0-mae:4354.99609 validation_1-mae:6003.14307 [1161] validation_0-mae:4354.32324 validation_1-mae:6002.79980 [1162] validation_0-mae:4353.32324 validation_1-mae:6003.01025 [1163] validation_0-mae:4352.67041 validation_1-mae:6002.89844 [1164] validation_0-mae:4351.48926 validation_1-mae:6003.19482 [1165] validation_0-mae:4350.86963 validation_1-mae:6003.42969 [1166] validation_0-mae:4349.91455 validation_1-mae:6002.83936 [1167] validation_0-mae:4349.29492 validation_1-mae:6002.57959 [1168] validation_0-mae:4348.24951 validation_1-mae:6002.83447 [1169] validation_0-mae:4347.16211 validation_1-mae:6002.83496 [1170] validation_0-mae:4345.71680 validation_1-mae:6002.79492 [1171] validation_0-mae:4344.99316 validation_1-mae:6002.42236 [1172] validation_0-mae:4343.91992 validation_1-mae:6002.07080 [1173] validation_0-mae:4342.80908 validation_1-mae:6001.76465 [1174] validation_0-mae:4341.51611 validation_1-mae:6001.51562 [1175] validation_0-mae:4339.74414 validation_1-mae:6001.69141 [1176] validation_0-mae:4338.53369 validation_1-mae:6001.60400 [1177] validation_0-mae:4336.76904 validation_1-mae:6001.57666 [1178] validation_0-mae:4335.17871 validation_1-mae:6001.79834 [1179] validation_0-mae:4334.57373 validation_1-mae:6001.62500 [1180] validation_0-mae:4333.34814 validation_1-mae:6001.24805 [1181] validation_0-mae:4331.71045 validation_1-mae:6001.32568 [1182] validation_0-mae:4330.15039 validation_1-mae:6000.92383 [1183] validation_0-mae:4329.56934 validation_1-mae:6000.98633 [1184] validation_0-mae:4327.99951 validation_1-mae:6000.96973 [1185] validation_0-mae:4327.21973 validation_1-mae:6001.05664 [1186] validation_0-mae:4326.43359 validation_1-mae:6000.60938 [1187] validation_0-mae:4325.41797 validation_1-mae:6001.26660 [1188] validation_0-mae:4325.13135 validation_1-mae:6001.57812 [1189] validation_0-mae:4324.66748 validation_1-mae:6001.51562 [1190] validation_0-mae:4323.35693 validation_1-mae:6001.75830 [1191] validation_0-mae:4322.67578 validation_1-mae:6001.86865 [1192] validation_0-mae:4321.75098 validation_1-mae:6002.36035 [1193] validation_0-mae:4321.00684 validation_1-mae:6002.86523 [1194] validation_0-mae:4320.29297 validation_1-mae:6002.92188 [1195] validation_0-mae:4320.26855 validation_1-mae:6002.95508 [1196] validation_0-mae:4319.81494 validation_1-mae:6003.01270 [1197] validation_0-mae:4319.26807 validation_1-mae:6002.94873 [1198] validation_0-mae:4318.85645 validation_1-mae:6002.86279 [1199] validation_0-mae:4318.49219 validation_1-mae:6002.80811 [1200] validation_0-mae:4317.53467 validation_1-mae:6002.42334 [1201] validation_0-mae:4316.62158 validation_1-mae:6002.19580 [1202] validation_0-mae:4315.68213 validation_1-mae:6001.88965 [1203] validation_0-mae:4314.76855 validation_1-mae:6001.71533 [1204] validation_0-mae:4314.32812 validation_1-mae:6001.90039 [1205] validation_0-mae:4313.51660 validation_1-mae:6001.64209 [1206] validation_0-mae:4312.79492 validation_1-mae:6001.50977 [1207] validation_0-mae:4311.28613 validation_1-mae:6001.30322 [1208] validation_0-mae:4309.88184 validation_1-mae:6001.62402 [1209] validation_0-mae:4308.70068 validation_1-mae:6001.28809 [1210] validation_0-mae:4306.76611 validation_1-mae:6001.31592 [1211] validation_0-mae:4305.77783 validation_1-mae:6001.75293 [1212] validation_0-mae:4304.86670 validation_1-mae:6001.58301 [1213] validation_0-mae:4304.12305 validation_1-mae:6001.71875 [1214] validation_0-mae:4303.18945 validation_1-mae:6001.99414 [1215] validation_0-mae:4302.74023 validation_1-mae:6001.73584 [1216] validation_0-mae:4302.50244 validation_1-mae:6001.86719 [1217] validation_0-mae:4300.63232 validation_1-mae:6001.05176 [1218] validation_0-mae:4299.95361 validation_1-mae:6001.13379 [1219] validation_0-mae:4299.10547 validation_1-mae:6000.86230 [1220] validation_0-mae:4298.01074 validation_1-mae:6001.14111 [1221] validation_0-mae:4296.98096 validation_1-mae:6001.59668 [1222] validation_0-mae:4296.46289 validation_1-mae:6001.85059 [1223] validation_0-mae:4295.47070 validation_1-mae:6001.35449 [1224] validation_0-mae:4294.14893 validation_1-mae:6001.16650 [1225] validation_0-mae:4293.29492 validation_1-mae:6001.12353 [1226] validation_0-mae:4292.81885 validation_1-mae:6001.18652 [1227] validation_0-mae:4291.97266 validation_1-mae:6001.21338 [1228] validation_0-mae:4290.82178 validation_1-mae:6000.74316 [1229] validation_0-mae:4290.04980 validation_1-mae:6001.02295 [1230] validation_0-mae:4288.47852 validation_1-mae:6001.15234 [1231] validation_0-mae:4287.83301 validation_1-mae:6001.12012 [1232] validation_0-mae:4286.36084 validation_1-mae:6000.96631 [1233] validation_0-mae:4285.36230 validation_1-mae:6000.76611 [1234] validation_0-mae:4284.32764 validation_1-mae:6001.01416 [1235] validation_0-mae:4283.22119 validation_1-mae:6001.00586 [1236] validation_0-mae:4282.52832 validation_1-mae:6001.06348 [1237] validation_0-mae:4281.40625 validation_1-mae:6001.06787 [1238] validation_0-mae:4279.82031 validation_1-mae:6001.78564 [1239] validation_0-mae:4279.68311 validation_1-mae:6001.85156 [1240] validation_0-mae:4279.66357 validation_1-mae:6001.88623 [1241] validation_0-mae:4278.95557 validation_1-mae:6001.73242 [1242] validation_0-mae:4277.59717 validation_1-mae:6002.14941 [1243] validation_0-mae:4276.91943 validation_1-mae:6002.58252 [1244] validation_0-mae:4276.21826 validation_1-mae:6002.17627 [1245] validation_0-mae:4275.41992 validation_1-mae:6001.94141 [1246] validation_0-mae:4274.31103 validation_1-mae:6002.36865 [1247] validation_0-mae:4272.81250 validation_1-mae:6002.04346 [1248] validation_0-mae:4271.43018 validation_1-mae:6002.94824 [1249] validation_0-mae:4270.12500 validation_1-mae:6003.27881 [1250] validation_0-mae:4268.84619 validation_1-mae:6003.09326 [1251] validation_0-mae:4267.66992 validation_1-mae:6003.30615 [1252] validation_0-mae:4266.25586 validation_1-mae:6003.45605 [1253] validation_0-mae:4265.66113 validation_1-mae:6003.40820 [1254] validation_0-mae:4264.99756 validation_1-mae:6003.51221 [1255] validation_0-mae:4264.42822 validation_1-mae:6003.56299 [1256] validation_0-mae:4262.29297 validation_1-mae:6002.82617 [1257] validation_0-mae:4261.06299 validation_1-mae:6002.87988 [1258] validation_0-mae:4259.88916 validation_1-mae:6003.27588 [1259] validation_0-mae:4258.48096 validation_1-mae:6002.27100 [1260] validation_0-mae:4256.75293 validation_1-mae:6002.28516 [1261] validation_0-mae:4256.14062 validation_1-mae:6002.28955 [1262] validation_0-mae:4254.75684 validation_1-mae:6001.49609 [1263] validation_0-mae:4254.23145 validation_1-mae:6001.56934 [1264] validation_0-mae:4253.65039 validation_1-mae:6001.49023 [1265] validation_0-mae:4253.04004 validation_1-mae:6001.56982 [1266] validation_0-mae:4251.36865 validation_1-mae:6002.11133 [1267] validation_0-mae:4250.35596 validation_1-mae:6001.70752 [1268] validation_0-mae:4248.74268 validation_1-mae:6001.27148 [1269] validation_0-mae:4247.66748 validation_1-mae:6000.82715 [1270] validation_0-mae:4246.63184 validation_1-mae:6000.57715 [1271] validation_0-mae:4244.91895 validation_1-mae:6000.25195 [1272] validation_0-mae:4243.90381 validation_1-mae:5999.95850 [1273] validation_0-mae:4242.96826 validation_1-mae:5999.86670 [1274] validation_0-mae:4242.35156 validation_1-mae:6000.07422 [1275] validation_0-mae:4240.95361 validation_1-mae:6000.15772 [1276] validation_0-mae:4239.94971 validation_1-mae:6000.19775 [1277] validation_0-mae:4238.41699 validation_1-mae:5999.38672 [1278] validation_0-mae:4237.00684 validation_1-mae:5999.72754 [1279] validation_0-mae:4235.41895 validation_1-mae:5999.74902 [1280] validation_0-mae:4234.47168 validation_1-mae:6000.22705 [1281] validation_0-mae:4233.32324 validation_1-mae:6000.55420 [1282] validation_0-mae:4232.31738 validation_1-mae:6000.31641 [1283] validation_0-mae:4230.88281 validation_1-mae:6000.83691 [1284] validation_0-mae:4230.38037 validation_1-mae:6001.11328 [1285] validation_0-mae:4229.80273 validation_1-mae:6001.35352 [1286] validation_0-mae:4228.66992 validation_1-mae:6001.12695 [1287] validation_0-mae:4227.65283 validation_1-mae:6001.18799 [1288] validation_0-mae:4226.38330 validation_1-mae:6000.97803 [1289] validation_0-mae:4225.58545 validation_1-mae:6001.09619 [1290] validation_0-mae:4224.55225 validation_1-mae:6000.95850 [1291] validation_0-mae:4222.92871 validation_1-mae:6000.81982 [1292] validation_0-mae:4222.17773 validation_1-mae:6000.66406 [1293] validation_0-mae:4221.37598 validation_1-mae:6000.40088 [1294] validation_0-mae:4220.31982 validation_1-mae:6000.50098 [1295] validation_0-mae:4219.39746 validation_1-mae:6001.28711 [1296] validation_0-mae:4217.90430 validation_1-mae:6000.32715 [1297] validation_0-mae:4216.08301 validation_1-mae:6000.15772 [1298] validation_0-mae:4215.10938 validation_1-mae:6000.23877 [1299] validation_0-mae:4214.35693 validation_1-mae:6000.16211 [1300] validation_0-mae:4212.90967 validation_1-mae:6000.21436 [1301] validation_0-mae:4212.40772 validation_1-mae:6000.15723 [1302] validation_0-mae:4212.13330 validation_1-mae:6000.11670 [1303] validation_0-mae:4211.40772 validation_1-mae:6000.37353 [1304] validation_0-mae:4210.89697 validation_1-mae:6000.22314 [1305] validation_0-mae:4210.43848 validation_1-mae:6000.22510 [1306] validation_0-mae:4209.93213 validation_1-mae:6000.10254 [1307] validation_0-mae:4209.31006 validation_1-mae:6000.14648 [1308] validation_0-mae:4208.74365 validation_1-mae:6000.04395 [1309] validation_0-mae:4207.77588 validation_1-mae:6000.22949 [1310] validation_0-mae:4207.22266 validation_1-mae:6000.37353 [1311] validation_0-mae:4206.19678 validation_1-mae:6000.16113 [1312] validation_0-mae:4205.48047 validation_1-mae:6000.34131 [1313] validation_0-mae:4204.57422 validation_1-mae:6000.26270 [1314] validation_0-mae:4203.81250 validation_1-mae:6000.15478 [1315] validation_0-mae:4203.16650 validation_1-mae:5999.97461 [1316] validation_0-mae:4201.90674 validation_1-mae:5998.97266 [1317] validation_0-mae:4200.89697 validation_1-mae:5999.17139 [1318] validation_0-mae:4200.04688 validation_1-mae:5998.95703 [1319] validation_0-mae:4199.74902 validation_1-mae:5998.93164 [1320] validation_0-mae:4199.05664 validation_1-mae:5998.72022 [1321] validation_0-mae:4198.33496 validation_1-mae:5998.64648 [1322] validation_0-mae:4197.45117 validation_1-mae:5998.72559 [1323] validation_0-mae:4195.39502 validation_1-mae:5998.81494 [1324] validation_0-mae:4193.98047 validation_1-mae:5998.82031 [1325] validation_0-mae:4193.07275 validation_1-mae:5998.87549 [1326] validation_0-mae:4191.91797 validation_1-mae:5999.16846 [1327] validation_0-mae:4191.01904 validation_1-mae:5999.17285 [1328] validation_0-mae:4189.01172 validation_1-mae:5999.56641 [1329] validation_0-mae:4187.66748 validation_1-mae:5999.17236 [1330] validation_0-mae:4186.51318 validation_1-mae:5998.98877 [1331] validation_0-mae:4184.70947 validation_1-mae:5999.03613 [1332] validation_0-mae:4182.93311 validation_1-mae:5999.46436 [1333] validation_0-mae:4182.21289 validation_1-mae:6000.07031 [1334] validation_0-mae:4181.05420 validation_1-mae:6000.53906 [1335] validation_0-mae:4179.96436 validation_1-mae:6000.79688 [1336] validation_0-mae:4179.29932 validation_1-mae:6000.86865 [1337] validation_0-mae:4178.00147 validation_1-mae:6000.92236 [1338] validation_0-mae:4177.68994 validation_1-mae:6000.97607 [1339] validation_0-mae:4177.17529 validation_1-mae:6001.18603 [1340] validation_0-mae:4176.69287 validation_1-mae:6001.46289 [1341] validation_0-mae:4176.01611 validation_1-mae:6001.57422 [1342] validation_0-mae:4175.50195 validation_1-mae:6001.86670 [1343] validation_0-mae:4174.51611 validation_1-mae:6002.13184 [1344] validation_0-mae:4173.94678 validation_1-mae:6002.23145 [1345] validation_0-mae:4173.53174 validation_1-mae:6002.07910 [1346] validation_0-mae:4172.93897 validation_1-mae:6002.10693 [1347] validation_0-mae:4172.30469 validation_1-mae:6002.39453 [1348] validation_0-mae:4171.70801 validation_1-mae:6002.08984 [1349] validation_0-mae:4171.16943 validation_1-mae:6002.10156 [1350] validation_0-mae:4170.53857 validation_1-mae:6002.21728 [1351] validation_0-mae:4169.98486 validation_1-mae:6002.05225 [1352] validation_0-mae:4169.58252 validation_1-mae:6001.96728 [1353] validation_0-mae:4168.89551 validation_1-mae:6002.03125 [1354] validation_0-mae:4168.12256 validation_1-mae:6002.21728 [1355] validation_0-mae:4167.17969 validation_1-mae:6001.93994 [1356] validation_0-mae:4166.33057 validation_1-mae:6002.08105 [1357] validation_0-mae:4165.55859 validation_1-mae:6001.83398 [1358] validation_0-mae:4164.88330 validation_1-mae:6002.24951 [1359] validation_0-mae:4163.75684 validation_1-mae:6001.87402 [1360] validation_0-mae:4163.15967 validation_1-mae:6001.71338 [1361] validation_0-mae:4162.58447 validation_1-mae:6001.64404 [1362] validation_0-mae:4160.60010 validation_1-mae:6002.86377 [1363] validation_0-mae:4160.32520 validation_1-mae:6003.13232 [1364] validation_0-mae:4159.23242 validation_1-mae:6003.14014 [1365] validation_0-mae:4158.66357 validation_1-mae:6003.20068 [1366] validation_0-mae:4158.03320 validation_1-mae:6003.16455 [1367] validation_0-mae:4157.31201 validation_1-mae:6003.44238 [1368] validation_0-mae:4156.00732 validation_1-mae:6003.90088 [1369] validation_0-mae:4154.55957 validation_1-mae:6003.77246 [1370] validation_0-mae:4153.85693 validation_1-mae:6003.80811 [1371] validation_0-mae:4152.54346 validation_1-mae:6003.54297 [1372] validation_0-mae:4151.75684 validation_1-mae:6003.45215 [1373] validation_0-mae:4151.17969 validation_1-mae:6003.22705 [1374] validation_0-mae:4150.13672 validation_1-mae:6003.34473 [1375] validation_0-mae:4148.96973 validation_1-mae:6003.50049 [1376] validation_0-mae:4147.72217 validation_1-mae:6003.48438 [1377] validation_0-mae:4146.25586 validation_1-mae:6003.41016 [1378] validation_0-mae:4145.31641 validation_1-mae:6003.37744 [1379] validation_0-mae:4144.43018 validation_1-mae:6003.33057 [1380] validation_0-mae:4143.45410 validation_1-mae:6003.51758 [1381] validation_0-mae:4142.62598 validation_1-mae:6003.93652 [1382] validation_0-mae:4141.37402 validation_1-mae:6004.59473 [1383] validation_0-mae:4140.85254 validation_1-mae:6004.18701 [1384] validation_0-mae:4140.05078 validation_1-mae:6004.06152 [1385] validation_0-mae:4138.94824 validation_1-mae:6004.73438 [1386] validation_0-mae:4138.33398 validation_1-mae:6004.72754 [1387] validation_0-mae:4137.86377 validation_1-mae:6004.72363 [1388] validation_0-mae:4137.38184 validation_1-mae:6004.97461 [1389] validation_0-mae:4136.76172 validation_1-mae:6004.62647 [1390] validation_0-mae:4135.63428 validation_1-mae:6004.35938 [1391] validation_0-mae:4135.15576 validation_1-mae:6004.30371 [1392] validation_0-mae:4134.35596 validation_1-mae:6003.97022 [1393] validation_0-mae:4133.15478 validation_1-mae:6003.88574 [1394] validation_0-mae:4132.58301 validation_1-mae:6003.84814 [1395] validation_0-mae:4131.50537 validation_1-mae:6003.72803 [1396] validation_0-mae:4130.68457 validation_1-mae:6003.63281 [1397] validation_0-mae:4129.93066 validation_1-mae:6003.24707 [1398] validation_0-mae:4128.75098 validation_1-mae:6003.47168 [1399] validation_0-mae:4128.27978 validation_1-mae:6003.59522 [1400] validation_0-mae:4128.13135 validation_1-mae:6003.45850 [1401] validation_0-mae:4127.90625 validation_1-mae:6003.28027 [1402] validation_0-mae:4127.35547 validation_1-mae:6003.62988 [1403] validation_0-mae:4126.74170 validation_1-mae:6003.51904 [1404] validation_0-mae:4126.27295 validation_1-mae:6003.51465 [1405] validation_0-mae:4125.09277 validation_1-mae:6002.78955 [1406] validation_0-mae:4124.76904 validation_1-mae:6002.49561 [1407] validation_0-mae:4124.27832 validation_1-mae:6002.93018 [1408] validation_0-mae:4123.54248 validation_1-mae:6002.56885 [1409] validation_0-mae:4122.78857 validation_1-mae:6002.32129 [1410] validation_0-mae:4122.35596 validation_1-mae:6002.08301 [1411] validation_0-mae:4121.46924 validation_1-mae:6002.77441 [1412] validation_0-mae:4120.56934 validation_1-mae:6002.24170 [1413] validation_0-mae:4119.79004 validation_1-mae:6002.44043 [1414] validation_0-mae:4118.62793 validation_1-mae:6002.39014 [1415] validation_0-mae:4117.64404 validation_1-mae:6002.33350 [1416] validation_0-mae:4116.95068 validation_1-mae:6002.30176 [1417] validation_0-mae:4116.25537 validation_1-mae:6002.30176 [1418] validation_0-mae:4115.89893 validation_1-mae:6002.34668 [1419] validation_0-mae:4114.85498 validation_1-mae:6002.51611 [1420] validation_0-mae:4114.06103 validation_1-mae:6002.26953 [1421] validation_0-mae:4113.53418 validation_1-mae:6002.70068 [1422] validation_0-mae:4112.99414 validation_1-mae:6002.95557 [1423] validation_0-mae:4112.48730 validation_1-mae:6002.77734 [1424] validation_0-mae:4111.40820 validation_1-mae:6002.48730 [1425] validation_0-mae:4111.17432 validation_1-mae:6002.34424 [1426] validation_0-mae:4109.89893 validation_1-mae:6002.83643 [1427] validation_0-mae:4108.79443 validation_1-mae:6002.68701 [1428] validation_0-mae:4107.61035 validation_1-mae:6002.38525 [1429] validation_0-mae:4106.69922 validation_1-mae:6002.12451 [1430] validation_0-mae:4105.85742 validation_1-mae:6002.27783 [1431] validation_0-mae:4104.97803 validation_1-mae:6002.52978 [1432] validation_0-mae:4104.09277 validation_1-mae:6002.48682 [1433] validation_0-mae:4103.64111 validation_1-mae:6002.36865 [1434] validation_0-mae:4103.08057 validation_1-mae:6002.37256 [1435] validation_0-mae:4101.16211 validation_1-mae:6002.04150 [1436] validation_0-mae:4100.12256 validation_1-mae:6001.54590 [1437] validation_0-mae:4098.83398 validation_1-mae:6001.35547 [1438] validation_0-mae:4097.55420 validation_1-mae:6000.83203 [1439] validation_0-mae:4096.47559 validation_1-mae:6000.48584 [1440] validation_0-mae:4095.53027 validation_1-mae:6000.86914 [1441] validation_0-mae:4094.66382 validation_1-mae:6000.94922 [1442] validation_0-mae:4093.89209 validation_1-mae:6001.03076 [1443] validation_0-mae:4093.17895 validation_1-mae:6001.51221 [1444] validation_0-mae:4092.38159 validation_1-mae:6001.26270 [1445] validation_0-mae:4091.26685 validation_1-mae:6000.89746 [1446] validation_0-mae:4090.36279 validation_1-mae:6000.65430 [1447] validation_0-mae:4089.55737 validation_1-mae:6000.20801 [1448] validation_0-mae:4088.50586 validation_1-mae:6000.63672 [1449] validation_0-mae:4087.53540 validation_1-mae:6000.75000 [1450] validation_0-mae:4086.93774 validation_1-mae:6000.78320 [1451] validation_0-mae:4085.61865 validation_1-mae:6000.87891 [1452] validation_0-mae:4084.61084 validation_1-mae:6000.47070 [1453] validation_0-mae:4084.30029 validation_1-mae:6000.48535 [1454] validation_0-mae:4083.68774 validation_1-mae:6000.34912 [1455] validation_0-mae:4083.21265 validation_1-mae:6000.42773 [1456] validation_0-mae:4082.65234 validation_1-mae:6000.62891 [1457] validation_0-mae:4082.30176 validation_1-mae:6000.75928 [1458] validation_0-mae:4081.91162 validation_1-mae:6000.79297 [1459] validation_0-mae:4080.73950 validation_1-mae:6000.32080 [1460] validation_0-mae:4080.15503 validation_1-mae:6000.60352 [1461] validation_0-mae:4079.34692 validation_1-mae:6000.79688 [1462] validation_0-mae:4078.85352 validation_1-mae:6001.00830 [1463] validation_0-mae:4078.61206 validation_1-mae:6000.89014 [1464] validation_0-mae:4077.56763 validation_1-mae:6000.69336 [1465] validation_0-mae:4076.90601 validation_1-mae:6000.44727 [1466] validation_0-mae:4076.35889 validation_1-mae:6000.11572 [1467] validation_0-mae:4075.83862 validation_1-mae:6000.10791 [1468] validation_0-mae:4075.49097 validation_1-mae:6000.16113 [1469] validation_0-mae:4075.23022 validation_1-mae:6000.13770 [1470] validation_0-mae:4074.93970 validation_1-mae:6000.31397 [1471] validation_0-mae:4074.72217 validation_1-mae:6000.17432 [1472] validation_0-mae:4074.21680 validation_1-mae:6000.23047 [1473] validation_0-mae:4073.39819 validation_1-mae:6000.31494 [1474] validation_0-mae:4073.16968 validation_1-mae:6000.32764 [1475] validation_0-mae:4072.78735 validation_1-mae:6000.26172 [1476] validation_0-mae:4072.74780 validation_1-mae:6000.26221 [1477] validation_0-mae:4072.20337 validation_1-mae:6000.34912 [1478] validation_0-mae:4071.21313 validation_1-mae:5999.80859 [1479] validation_0-mae:4069.22070 validation_1-mae:5999.39258 [1480] validation_0-mae:4068.73584 validation_1-mae:5999.52393 [1481] validation_0-mae:4068.35547 validation_1-mae:5999.72266 [1482] validation_0-mae:4067.05786 validation_1-mae:5999.47314 [1483] validation_0-mae:4066.36255 validation_1-mae:5999.82275 [1484] validation_0-mae:4065.60815 validation_1-mae:6000.03076 [1485] validation_0-mae:4064.08423 validation_1-mae:5999.74170 [1486] validation_0-mae:4063.64770 validation_1-mae:5999.74023 [1487] validation_0-mae:4063.04492 validation_1-mae:5999.81055 [1488] validation_0-mae:4062.24487 validation_1-mae:5999.84912 [1489] validation_0-mae:4061.20947 validation_1-mae:5999.85254 [1490] validation_0-mae:4060.52979 validation_1-mae:5999.65039 [1491] validation_0-mae:4059.61841 validation_1-mae:5999.69580 [1492] validation_0-mae:4058.58374 validation_1-mae:5998.84277 [1493] validation_0-mae:4057.74927 validation_1-mae:5999.01123 [1494] validation_0-mae:4056.34814 validation_1-mae:5999.06494 [1495] validation_0-mae:4056.02832 validation_1-mae:5999.22168 [1496] validation_0-mae:4055.02319 validation_1-mae:5999.03174 [1497] validation_0-mae:4053.51709 validation_1-mae:5998.65918 [1498] validation_0-mae:4053.20972 validation_1-mae:5998.76270 [1499] validation_0-mae:4052.82227 validation_1-mae:5999.04590 [1500] validation_0-mae:4051.42017 validation_1-mae:5998.97363 [1501] validation_0-mae:4050.33203 validation_1-mae:5998.84180 [1502] validation_0-mae:4048.83008 validation_1-mae:5998.16064 [1503] validation_0-mae:4048.19873 validation_1-mae:5998.10547 [1504] validation_0-mae:4047.14917 validation_1-mae:5997.68897 [1505] validation_0-mae:4046.32275 validation_1-mae:5998.15186 [1506] validation_0-mae:4045.01416 validation_1-mae:5997.95215 [1507] validation_0-mae:4044.30054 validation_1-mae:5997.79883 [1508] validation_0-mae:4043.35938 validation_1-mae:5998.12402 [1509] validation_0-mae:4042.38599 validation_1-mae:5997.80859 [1510] validation_0-mae:4041.77515 validation_1-mae:5998.00684 [1511] validation_0-mae:4040.77808 validation_1-mae:5997.91504 [1512] validation_0-mae:4039.22534 validation_1-mae:5998.54004 [1513] validation_0-mae:4038.40820 validation_1-mae:5998.45166 [1514] validation_0-mae:4037.64722 validation_1-mae:5997.97559 [1515] validation_0-mae:4037.36231 validation_1-mae:5997.86768 [1516] validation_0-mae:4036.48926 validation_1-mae:5998.16602 [1517] validation_0-mae:4035.62964 validation_1-mae:5998.44629 [1518] validation_0-mae:4035.14551 validation_1-mae:5998.56738 [1519] validation_0-mae:4034.71020 validation_1-mae:5998.54053 [1520] validation_0-mae:4034.02051 validation_1-mae:5998.86475 [1521] validation_0-mae:4032.84204 validation_1-mae:5999.21387 [1522] validation_0-mae:4032.09277 validation_1-mae:5999.32959 [1523] validation_0-mae:4031.96460 validation_1-mae:5999.40723 [1524] validation_0-mae:4031.80371 validation_1-mae:5999.45410 [1525] validation_0-mae:4030.98975 validation_1-mae:5999.19971 [1526] validation_0-mae:4030.64185 validation_1-mae:5999.19043 [1527] validation_0-mae:4030.62524 validation_1-mae:5999.20020 [1528] validation_0-mae:4030.10693 validation_1-mae:5998.73877 [1529] validation_0-mae:4029.58106 validation_1-mae:5998.89941 [1530] validation_0-mae:4029.02637 validation_1-mae:5999.09033 [1531] validation_0-mae:4028.10327 validation_1-mae:5999.30908 [1532] validation_0-mae:4027.65234 validation_1-mae:5999.32520 [1533] validation_0-mae:4026.90747 validation_1-mae:5999.24902 [1534] validation_0-mae:4025.57617 validation_1-mae:5998.93603 [1535] validation_0-mae:4024.80078 validation_1-mae:5998.68555 [1536] validation_0-mae:4024.52710 validation_1-mae:5998.66699 [1537] validation_0-mae:4023.84180 validation_1-mae:5998.75586 [1538] validation_0-mae:4022.72437 validation_1-mae:5998.49365 [1539] validation_0-mae:4021.88013 validation_1-mae:5998.31641 [1540] validation_0-mae:4020.59229 validation_1-mae:5998.32129 [1541] validation_0-mae:4019.25195 validation_1-mae:5998.97803 [1542] validation_0-mae:4017.87939 validation_1-mae:5999.62256 [1543] validation_0-mae:4017.09033 validation_1-mae:5999.17627 [1544] validation_0-mae:4015.39307 validation_1-mae:5999.62988 [1545] validation_0-mae:4014.11816 validation_1-mae:5999.27539 [1546] validation_0-mae:4013.34497 validation_1-mae:5999.45605 [1547] validation_0-mae:4012.44165 validation_1-mae:5999.56543 [1548] validation_0-mae:4011.48608 validation_1-mae:5999.41260 [1549] validation_0-mae:4010.13818 validation_1-mae:5999.16162 [1550] validation_0-mae:4009.56909 validation_1-mae:5999.14648 [1551] validation_0-mae:4009.00562 validation_1-mae:5999.02588 [1552] validation_0-mae:4008.23462 validation_1-mae:5998.61914 [1553] validation_0-mae:4007.59180 validation_1-mae:5998.70264 [1554] validation_0-mae:4007.07129 validation_1-mae:5999.15576 [1555] validation_0-mae:4006.49243 validation_1-mae:5999.19043 [1556] validation_0-mae:4005.91284 validation_1-mae:5998.77686 [1557] validation_0-mae:4005.44849 validation_1-mae:5998.87647 [1558] validation_0-mae:4004.80420 validation_1-mae:5998.64648 [1559] validation_0-mae:4003.58252 validation_1-mae:5998.81641 [1560] validation_0-mae:4002.53076 validation_1-mae:5998.28223 [1561] validation_0-mae:4001.05737 validation_1-mae:5998.60889 [1562] validation_0-mae:4000.02734 validation_1-mae:5999.19531 [1563] validation_0-mae:3998.41211 validation_1-mae:5999.57178 [1564] validation_0-mae:3996.82886 validation_1-mae:5999.71680 [1565] validation_0-mae:3995.80811 validation_1-mae:5999.56152 [1566] validation_0-mae:3994.77246 validation_1-mae:5999.45801 [1567] validation_0-mae:3993.94751 validation_1-mae:5999.49853 [1568] validation_0-mae:3993.30640 validation_1-mae:5999.40039 [1569] validation_0-mae:3992.19238 validation_1-mae:5999.57764 [1570] validation_0-mae:3991.26099 validation_1-mae:5999.89893 [1571] validation_0-mae:3990.45874 validation_1-mae:6000.34619 [1572] validation_0-mae:3989.92334 validation_1-mae:6000.27295 [1573] validation_0-mae:3989.39014 validation_1-mae:6000.28174 [1574] validation_0-mae:3987.87012 validation_1-mae:5999.87695 [1575] validation_0-mae:3987.04541 validation_1-mae:5999.99170 [1576] validation_0-mae:3986.38135 validation_1-mae:6000.20215 [1577] validation_0-mae:3985.37598 validation_1-mae:6000.48340 [1578] validation_0-mae:3983.50732 validation_1-mae:6000.15283 [1579] validation_0-mae:3982.31860 validation_1-mae:6000.51611 [1580] validation_0-mae:3981.33252 validation_1-mae:6000.72754 [1581] validation_0-mae:3979.53223 validation_1-mae:6001.25684 [1582] validation_0-mae:3978.77881 validation_1-mae:6001.53174 [1583] validation_0-mae:3977.01123 validation_1-mae:6001.84180 [1584] validation_0-mae:3975.76880 validation_1-mae:6001.67090 [1585] validation_0-mae:3974.49829 validation_1-mae:6001.13477 [1586] validation_0-mae:3973.43237 validation_1-mae:6000.87842 [1587] validation_0-mae:3972.91846 validation_1-mae:6000.93945 [1588] validation_0-mae:3972.38135 validation_1-mae:6000.50635 [1589] validation_0-mae:3971.59668 validation_1-mae:6000.62793 [1590] validation_0-mae:3970.87720 validation_1-mae:6000.17334 [1591] validation_0-mae:3969.78247 validation_1-mae:5999.83838 [1592] validation_0-mae:3969.28564 validation_1-mae:5999.80273 [1593] validation_0-mae:3968.14770 validation_1-mae:5999.55322 [1594] validation_0-mae:3967.28589 validation_1-mae:5999.69629 [1595] validation_0-mae:3966.62036 validation_1-mae:5999.66602 [1596] validation_0-mae:3965.96265 validation_1-mae:5999.38770 [1597] validation_0-mae:3964.61475 validation_1-mae:5999.00684 [1598] validation_0-mae:3963.99854 validation_1-mae:5998.75342 [1599] validation_0-mae:3963.38184 validation_1-mae:5998.57520 [1600] validation_0-mae:3962.81714 validation_1-mae:5998.90674 [1601] validation_0-mae:3961.78735 validation_1-mae:5999.12647 [1602] validation_0-mae:3959.78125 validation_1-mae:5999.13330 [1603] validation_0-mae:3959.00903 validation_1-mae:5999.36865 [1604] validation_0-mae:3958.49927 validation_1-mae:5999.69434 [1605] validation_0-mae:3957.67578 validation_1-mae:5999.87305 [1606] validation_0-mae:3956.74463 validation_1-mae:5999.83252 [1607] validation_0-mae:3955.49048 validation_1-mae:5999.55811 [1608] validation_0-mae:3954.40845 validation_1-mae:5999.44971 [1609] validation_0-mae:3953.41016 validation_1-mae:5999.67334 [1610] validation_0-mae:3952.40918 validation_1-mae:5999.45312 [1611] validation_0-mae:3951.51562 validation_1-mae:5999.42139 [1612] validation_0-mae:3950.59692 validation_1-mae:5999.56738 [1613] validation_0-mae:3950.18848 validation_1-mae:5999.74316 [1614] validation_0-mae:3949.28589 validation_1-mae:5999.51807 [1615] validation_0-mae:3948.47461 validation_1-mae:5999.59912 [1616] validation_0-mae:3947.67456 validation_1-mae:5999.66895 [1617] validation_0-mae:3946.59180 validation_1-mae:6000.13770 [1618] validation_0-mae:3945.18066 validation_1-mae:6000.03369 [1619] validation_0-mae:3944.02539 validation_1-mae:5999.33252 [1620] validation_0-mae:3943.15479 validation_1-mae:5998.75293 [1621] validation_0-mae:3941.39502 validation_1-mae:5998.41211 [1622] validation_0-mae:3940.56372 validation_1-mae:5998.37109 [1623] validation_0-mae:3939.24390 validation_1-mae:5998.60303 [1624] validation_0-mae:3937.73291 validation_1-mae:5998.60791 [1625] validation_0-mae:3937.07056 validation_1-mae:5998.61230 [1626] validation_0-mae:3935.87402 validation_1-mae:5998.30615 [1627] validation_0-mae:3935.15088 validation_1-mae:5998.10938 [1628] validation_0-mae:3934.55859 validation_1-mae:5998.04541 [1629] validation_0-mae:3933.46558 validation_1-mae:5998.40332 [1630] validation_0-mae:3932.19849 validation_1-mae:5997.62744 [1631] validation_0-mae:3931.51587 validation_1-mae:5997.48438 [1632] validation_0-mae:3931.41553 validation_1-mae:5997.40088 [1633] validation_0-mae:3930.11108 validation_1-mae:5996.85791 [1634] validation_0-mae:3929.79224 validation_1-mae:5997.16064 [1635] validation_0-mae:3929.24145 validation_1-mae:5997.08691 [1636] validation_0-mae:3928.12915 validation_1-mae:5996.63232 [1637] validation_0-mae:3927.59009 validation_1-mae:5996.66943 [1638] validation_0-mae:3927.46655 validation_1-mae:5996.81055 [1639] validation_0-mae:3926.92603 validation_1-mae:5996.56055 [1640] validation_0-mae:3926.19995 validation_1-mae:5996.84473 [1641] validation_0-mae:3926.05029 validation_1-mae:5996.89404 [1642] validation_0-mae:3925.24829 validation_1-mae:5996.76807 [1643] validation_0-mae:3924.61963 validation_1-mae:5996.98633 [1644] validation_0-mae:3923.98315 validation_1-mae:5997.13184 [1645] validation_0-mae:3923.60840 validation_1-mae:5997.36475 [1646] validation_0-mae:3922.74683 validation_1-mae:5997.02002 [1647] validation_0-mae:3922.40454 validation_1-mae:5996.89307 [1648] validation_0-mae:3921.79639 validation_1-mae:5997.05322 [1649] validation_0-mae:3921.13037 validation_1-mae:5997.06103 [1650] validation_0-mae:3919.83887 validation_1-mae:5996.68457 [1651] validation_0-mae:3918.53394 validation_1-mae:5996.58545 [1652] validation_0-mae:3917.60742 validation_1-mae:5996.85303 [1653] validation_0-mae:3916.65234 validation_1-mae:5996.43457 [1654] validation_0-mae:3915.94263 validation_1-mae:5996.45410 [1655] validation_0-mae:3915.04736 validation_1-mae:5996.30127 [1656] validation_0-mae:3914.36401 validation_1-mae:5996.74902 [1657] validation_0-mae:3913.41284 validation_1-mae:5997.35596 [1658] validation_0-mae:3912.57178 validation_1-mae:5998.05371 [1659] validation_0-mae:3912.01123 validation_1-mae:5997.79443 [1660] validation_0-mae:3911.14502 validation_1-mae:5997.96094 [1661] validation_0-mae:3910.10278 validation_1-mae:5998.28223 [1662] validation_0-mae:3909.06763 validation_1-mae:5998.95654 [1663] validation_0-mae:3908.68384 validation_1-mae:5999.29688 [1664] validation_0-mae:3907.72803 validation_1-mae:5999.17188 [1665] validation_0-mae:3906.85303 validation_1-mae:5998.79053 [1666] validation_0-mae:3906.14356 validation_1-mae:5998.68115 [1667] validation_0-mae:3905.61743 validation_1-mae:5998.96045 [1668] validation_0-mae:3905.32105 validation_1-mae:5998.74756 [1669] validation_0-mae:3905.25659 validation_1-mae:5998.72949 [1670] validation_0-mae:3904.58765 validation_1-mae:5998.85693 [1671] validation_0-mae:3903.76636 validation_1-mae:5999.07324 [1672] validation_0-mae:3902.83398 validation_1-mae:5999.27344 [1673] validation_0-mae:3901.81494 validation_1-mae:5998.93555 [1674] validation_0-mae:3901.36816 validation_1-mae:5999.16260 [1675] validation_0-mae:3900.92139 validation_1-mae:5999.04785 [1676] validation_0-mae:3900.04394 validation_1-mae:5999.01416 [1677] validation_0-mae:3899.25879 validation_1-mae:5998.91602 [1678] validation_0-mae:3898.11231 validation_1-mae:5999.33838 [1679] validation_0-mae:3897.59351 validation_1-mae:5999.17139 [1680] validation_0-mae:3896.54956 validation_1-mae:5998.92383 [1681] validation_0-mae:3895.57617 validation_1-mae:5998.74414 [1682] validation_0-mae:3894.75952 validation_1-mae:5999.06250 [1683] validation_0-mae:3893.69141 validation_1-mae:5999.32910 [1684] validation_0-mae:3892.92627 validation_1-mae:5999.74170 [1685] validation_0-mae:3892.31421 validation_1-mae:5999.90137 [1686] validation_0-mae:3891.87109 validation_1-mae:6000.12256 [1687] validation_0-mae:3891.53345 validation_1-mae:6000.06689 [1688] validation_0-mae:3891.26856 validation_1-mae:5999.89941 [1689] validation_0-mae:3890.36597 validation_1-mae:5999.91309 [1690] validation_0-mae:3889.28906 validation_1-mae:6000.20166 [1691] validation_0-mae:3887.96655 validation_1-mae:6000.67822 [1692] validation_0-mae:3887.16846 validation_1-mae:6000.55225 [1693] validation_0-mae:3885.67310 validation_1-mae:6000.29053 [1694] validation_0-mae:3884.93433 validation_1-mae:6000.48730 [1695] validation_0-mae:3883.97510 validation_1-mae:6000.96191 [1696] validation_0-mae:3883.34375 validation_1-mae:6001.11328 [1697] validation_0-mae:3882.72534 validation_1-mae:6001.35059 [1698] validation_0-mae:3882.55566 validation_1-mae:6001.48730 [1699] validation_0-mae:3881.98950 validation_1-mae:6001.93897 Dropping: kraj [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.80371 validation_1-mae:9622.95019 [14] validation_0-mae:9418.69336 validation_1-mae:9232.30078 [15] validation_0-mae:9084.21289 validation_1-mae:8904.87988 [16] validation_0-mae:8802.56641 validation_1-mae:8633.47754 [17] validation_0-mae:8567.59277 validation_1-mae:8407.86523 [18] validation_0-mae:8374.69629 validation_1-mae:8219.55859 [19] validation_0-mae:8212.52734 validation_1-mae:8065.69775 [20] validation_0-mae:8070.86816 validation_1-mae:7941.07178 [21] validation_0-mae:7947.77051 validation_1-mae:7833.37158 [22] validation_0-mae:7848.96973 validation_1-mae:7743.82666 [23] validation_0-mae:7765.01611 validation_1-mae:7672.08105 [24] validation_0-mae:7681.65088 validation_1-mae:7596.22852 [25] validation_0-mae:7609.98438 validation_1-mae:7535.18115 [26] validation_0-mae:7554.01318 validation_1-mae:7488.37598 [27] validation_0-mae:7495.06836 validation_1-mae:7436.79346 [28] validation_0-mae:7440.81055 validation_1-mae:7389.56299 [29] validation_0-mae:7394.64209 validation_1-mae:7347.37598 [30] validation_0-mae:7348.46387 validation_1-mae:7307.83203 [31] validation_0-mae:7318.68652 validation_1-mae:7287.89893 [32] validation_0-mae:7288.87549 validation_1-mae:7266.67236 [33] validation_0-mae:7252.10107 validation_1-mae:7237.76221 [34] validation_0-mae:7223.42578 validation_1-mae:7218.06055 [35] validation_0-mae:7200.82568 validation_1-mae:7203.28711 [36] validation_0-mae:7178.88721 validation_1-mae:7193.34717 [37] validation_0-mae:7153.29883 validation_1-mae:7173.48242 [38] validation_0-mae:7137.30615 validation_1-mae:7161.09082 [39] validation_0-mae:7111.98584 validation_1-mae:7140.47266 [40] validation_0-mae:7096.86133 validation_1-mae:7131.82227 [41] validation_0-mae:7079.07178 validation_1-mae:7119.25293 [42] validation_0-mae:7052.82471 validation_1-mae:7096.86914 [43] validation_0-mae:7036.26562 validation_1-mae:7089.11816 [44] validation_0-mae:7014.89453 validation_1-mae:7071.77881 [45] validation_0-mae:6993.17578 validation_1-mae:7056.11914 [46] validation_0-mae:6978.89795 validation_1-mae:7045.47949 [47] validation_0-mae:6965.09082 validation_1-mae:7036.07764 [48] validation_0-mae:6951.29297 validation_1-mae:7027.30664 [49] validation_0-mae:6932.79541 validation_1-mae:7012.31299 [50] validation_0-mae:6917.81836 validation_1-mae:7004.39453 [51] validation_0-mae:6902.15967 validation_1-mae:6991.24853 [52] validation_0-mae:6886.90820 validation_1-mae:6978.47412 [53] validation_0-mae:6867.15820 validation_1-mae:6961.86768 [54] validation_0-mae:6854.86230 validation_1-mae:6951.53662 [55] validation_0-mae:6840.09961 validation_1-mae:6943.26221 [56] validation_0-mae:6825.11279 validation_1-mae:6930.76465 [57] validation_0-mae:6807.94629 validation_1-mae:6916.87598 [58] validation_0-mae:6795.17578 validation_1-mae:6904.38965 [59] validation_0-mae:6782.38184 validation_1-mae:6893.87939 [60] validation_0-mae:6771.49658 validation_1-mae:6890.00049 [61] validation_0-mae:6756.58691 validation_1-mae:6878.65430 [62] validation_0-mae:6744.56592 validation_1-mae:6872.54004 [63] validation_0-mae:6728.40039 validation_1-mae:6859.83984 [64] validation_0-mae:6713.49023 validation_1-mae:6848.83154 [65] validation_0-mae:6698.53955 validation_1-mae:6835.75342 [66] validation_0-mae:6687.31250 validation_1-mae:6829.71045 [67] validation_0-mae:6675.29248 validation_1-mae:6823.22900 [68] validation_0-mae:6665.49853 validation_1-mae:6815.56445 [69] validation_0-mae:6653.53564 validation_1-mae:6808.06494 [70] validation_0-mae:6640.72754 validation_1-mae:6799.10938 [71] validation_0-mae:6635.40674 validation_1-mae:6794.86182 [72] validation_0-mae:6621.98584 validation_1-mae:6784.82910 [73] validation_0-mae:6607.61035 validation_1-mae:6773.45264 [74] validation_0-mae:6597.49658 validation_1-mae:6766.60645 [75] validation_0-mae:6590.22022 validation_1-mae:6762.61475 [76] validation_0-mae:6581.27100 validation_1-mae:6756.68506 [77] validation_0-mae:6569.26855 validation_1-mae:6750.01025 [78] validation_0-mae:6559.72754 validation_1-mae:6741.30420 [79] validation_0-mae:6551.50293 validation_1-mae:6736.37256 [80] validation_0-mae:6541.22168 validation_1-mae:6728.82031 [81] validation_0-mae:6533.10156 validation_1-mae:6722.56201 [82] validation_0-mae:6527.26807 validation_1-mae:6717.41846 [83] validation_0-mae:6523.35938 validation_1-mae:6714.03906 [84] validation_0-mae:6514.74951 validation_1-mae:6708.81055 [85] validation_0-mae:6507.39844 validation_1-mae:6704.80469 [86] validation_0-mae:6492.97070 validation_1-mae:6694.67041 [87] validation_0-mae:6483.33301 validation_1-mae:6688.74609 [88] validation_0-mae:6472.90674 validation_1-mae:6681.17334 [89] validation_0-mae:6463.83057 validation_1-mae:6675.67090 [90] validation_0-mae:6455.56982 validation_1-mae:6668.19824 [91] validation_0-mae:6450.07861 validation_1-mae:6663.63867 [92] validation_0-mae:6442.81592 validation_1-mae:6659.45264 [93] validation_0-mae:6436.28809 validation_1-mae:6657.20117 [94] validation_0-mae:6427.84570 validation_1-mae:6651.79785 [95] validation_0-mae:6422.53174 validation_1-mae:6648.71387 [96] validation_0-mae:6415.29785 validation_1-mae:6647.00244 [97] validation_0-mae:6409.88574 validation_1-mae:6644.15674 [98] validation_0-mae:6402.50635 validation_1-mae:6638.12061 [99] validation_0-mae:6398.11572 validation_1-mae:6634.48975 [100] validation_0-mae:6387.92285 validation_1-mae:6627.94775 [101] validation_0-mae:6378.53516 validation_1-mae:6619.50439 [102] validation_0-mae:6372.71582 validation_1-mae:6614.67773 [103] validation_0-mae:6365.57910 validation_1-mae:6610.40527 [104] validation_0-mae:6362.89697 validation_1-mae:6607.30518 [105] validation_0-mae:6358.30078 validation_1-mae:6604.53760 [106] validation_0-mae:6349.75879 validation_1-mae:6599.72168 [107] validation_0-mae:6342.88135 validation_1-mae:6596.22705 [108] validation_0-mae:6337.48291 validation_1-mae:6591.45996 [109] validation_0-mae:6332.44189 validation_1-mae:6588.92969 [110] validation_0-mae:6327.18994 validation_1-mae:6586.15088 [111] validation_0-mae:6321.47559 validation_1-mae:6581.69727 [112] validation_0-mae:6319.17139 validation_1-mae:6581.10645 [113] validation_0-mae:6314.71973 validation_1-mae:6577.67383 [114] validation_0-mae:6308.55566 validation_1-mae:6574.33154 [115] validation_0-mae:6302.73779 validation_1-mae:6571.33008 [116] validation_0-mae:6296.51758 validation_1-mae:6567.50439 [117] validation_0-mae:6291.31250 validation_1-mae:6565.54443 [118] validation_0-mae:6284.71289 validation_1-mae:6561.33838 [119] validation_0-mae:6281.56006 validation_1-mae:6559.14502 [120] validation_0-mae:6275.80078 validation_1-mae:6556.21289 [121] validation_0-mae:6268.49268 validation_1-mae:6553.14746 [122] validation_0-mae:6263.15918 validation_1-mae:6549.60889 [123] validation_0-mae:6257.98096 validation_1-mae:6548.51855 [124] validation_0-mae:6256.21533 validation_1-mae:6546.66455 [125] validation_0-mae:6253.22559 validation_1-mae:6545.00342 [126] validation_0-mae:6245.06397 validation_1-mae:6538.36572 [127] validation_0-mae:6240.99902 validation_1-mae:6535.69775 [128] validation_0-mae:6235.84131 validation_1-mae:6532.09912 [129] validation_0-mae:6226.47510 validation_1-mae:6525.72900 [130] validation_0-mae:6221.87158 validation_1-mae:6522.53564 [131] validation_0-mae:6217.50244 validation_1-mae:6520.99316 [132] validation_0-mae:6212.37744 validation_1-mae:6518.59912 [133] validation_0-mae:6207.22119 validation_1-mae:6515.49072 [134] validation_0-mae:6200.14648 validation_1-mae:6511.44727 [135] validation_0-mae:6197.49658 validation_1-mae:6510.43945 [136] validation_0-mae:6194.69922 validation_1-mae:6508.11230 [137] validation_0-mae:6189.74902 validation_1-mae:6504.04395 [138] validation_0-mae:6184.59375 validation_1-mae:6502.29443 [139] validation_0-mae:6179.84570 validation_1-mae:6499.55469 [140] validation_0-mae:6176.47754 validation_1-mae:6498.32422 [141] validation_0-mae:6172.94238 validation_1-mae:6496.23877 [142] validation_0-mae:6165.55371 validation_1-mae:6490.95801 [143] validation_0-mae:6160.83398 validation_1-mae:6486.61328 [144] validation_0-mae:6158.36182 validation_1-mae:6484.55762 [145] validation_0-mae:6155.64355 validation_1-mae:6483.61621 [146] validation_0-mae:6149.36719 validation_1-mae:6481.81592 [147] validation_0-mae:6142.83740 validation_1-mae:6476.46143 [148] validation_0-mae:6137.33594 validation_1-mae:6473.32959 [149] validation_0-mae:6134.44727 validation_1-mae:6471.15186 [150] validation_0-mae:6128.16504 validation_1-mae:6467.47412 [151] validation_0-mae:6123.15234 validation_1-mae:6464.28467 [152] validation_0-mae:6118.33301 validation_1-mae:6462.50000 [153] validation_0-mae:6114.02734 validation_1-mae:6460.62207 [154] validation_0-mae:6110.86719 validation_1-mae:6459.69287 [155] validation_0-mae:6105.95703 validation_1-mae:6458.23193 [156] validation_0-mae:6102.88037 validation_1-mae:6457.19629 [157] validation_0-mae:6100.65820 validation_1-mae:6455.64404 [158] validation_0-mae:6098.19629 validation_1-mae:6453.82617 [159] validation_0-mae:6092.69824 validation_1-mae:6450.63672 [160] validation_0-mae:6085.11963 validation_1-mae:6447.70947 [161] validation_0-mae:6081.89551 validation_1-mae:6446.82764 [162] validation_0-mae:6077.72217 validation_1-mae:6444.43164 [163] validation_0-mae:6075.56152 validation_1-mae:6443.70215 [164] validation_0-mae:6071.88428 validation_1-mae:6441.85010 [165] validation_0-mae:6067.21289 validation_1-mae:6437.94385 [166] validation_0-mae:6063.24072 validation_1-mae:6436.21728 [167] validation_0-mae:6060.41943 validation_1-mae:6435.17383 [168] validation_0-mae:6057.76416 validation_1-mae:6434.61768 [169] validation_0-mae:6053.81055 validation_1-mae:6433.39648 [170] validation_0-mae:6050.11230 validation_1-mae:6431.04834 [171] validation_0-mae:6045.03516 validation_1-mae:6428.99072 [172] validation_0-mae:6041.08594 validation_1-mae:6427.57568 [173] validation_0-mae:6036.56641 validation_1-mae:6425.25830 [174] validation_0-mae:6034.50147 validation_1-mae:6425.35205 [175] validation_0-mae:6031.11475 validation_1-mae:6424.21289 [176] validation_0-mae:6026.69092 validation_1-mae:6423.74072 [177] validation_0-mae:6021.39404 validation_1-mae:6420.05127 [178] validation_0-mae:6018.71728 validation_1-mae:6419.15283 [179] validation_0-mae:6014.11572 validation_1-mae:6418.29150 [180] validation_0-mae:6012.10693 validation_1-mae:6417.66895 [181] validation_0-mae:6008.77930 validation_1-mae:6416.72412 [182] validation_0-mae:6006.69385 validation_1-mae:6415.27881 [183] validation_0-mae:6003.59766 validation_1-mae:6414.07812 [184] validation_0-mae:5998.97998 validation_1-mae:6414.35254 [185] validation_0-mae:5994.14502 validation_1-mae:6411.52002 [186] validation_0-mae:5990.98633 validation_1-mae:6410.74268 [187] validation_0-mae:5986.47461 validation_1-mae:6407.51660 [188] validation_0-mae:5980.29053 validation_1-mae:6404.22314 [189] validation_0-mae:5978.07715 validation_1-mae:6403.83691 [190] validation_0-mae:5974.44434 validation_1-mae:6402.46631 [191] validation_0-mae:5971.10498 validation_1-mae:6400.56103 [192] validation_0-mae:5967.87988 validation_1-mae:6397.66895 [193] validation_0-mae:5964.79834 validation_1-mae:6396.25391 [194] validation_0-mae:5963.44434 validation_1-mae:6397.37158 [195] validation_0-mae:5960.54004 validation_1-mae:6396.76855 [196] validation_0-mae:5957.76709 validation_1-mae:6395.74463 [197] validation_0-mae:5954.74414 validation_1-mae:6395.73682 [198] validation_0-mae:5953.45020 validation_1-mae:6394.81885 [199] validation_0-mae:5946.85840 validation_1-mae:6388.96777 [200] validation_0-mae:5943.46875 validation_1-mae:6386.75342 [201] validation_0-mae:5940.45996 validation_1-mae:6384.99512 [202] validation_0-mae:5937.99902 validation_1-mae:6384.26172 [203] validation_0-mae:5935.94482 validation_1-mae:6383.08887 [204] validation_0-mae:5933.14795 validation_1-mae:6383.00586 [205] validation_0-mae:5929.86035 validation_1-mae:6382.16016 [206] validation_0-mae:5926.39404 validation_1-mae:6379.81006 [207] validation_0-mae:5925.86572 validation_1-mae:6379.93457 [208] validation_0-mae:5923.46338 validation_1-mae:6379.44775 [209] validation_0-mae:5917.10059 validation_1-mae:6375.44922 [210] validation_0-mae:5914.08594 validation_1-mae:6374.84375 [211] validation_0-mae:5911.50342 validation_1-mae:6374.95215 [212] validation_0-mae:5909.44385 validation_1-mae:6374.05859 [213] validation_0-mae:5903.11523 validation_1-mae:6371.61230 [214] validation_0-mae:5900.19092 validation_1-mae:6369.70361 [215] validation_0-mae:5895.78076 validation_1-mae:6365.87402 [216] validation_0-mae:5892.29395 validation_1-mae:6364.37256 [217] validation_0-mae:5889.90967 validation_1-mae:6363.16406 [218] validation_0-mae:5889.43311 validation_1-mae:6362.63086 [219] validation_0-mae:5885.70557 validation_1-mae:6361.45312 [220] validation_0-mae:5881.98242 validation_1-mae:6360.11719 [221] validation_0-mae:5878.03369 validation_1-mae:6357.18945 [222] validation_0-mae:5870.89209 validation_1-mae:6351.72119 [223] validation_0-mae:5866.31543 validation_1-mae:6348.99707 [224] validation_0-mae:5861.94775 validation_1-mae:6346.52832 [225] validation_0-mae:5859.72510 validation_1-mae:6345.65820 [226] validation_0-mae:5854.36084 validation_1-mae:6341.71191 [227] validation_0-mae:5851.31592 validation_1-mae:6340.61230 [228] validation_0-mae:5847.40674 validation_1-mae:6338.91797 [229] validation_0-mae:5846.95947 validation_1-mae:6339.01855 [230] validation_0-mae:5844.60889 validation_1-mae:6336.74951 [231] validation_0-mae:5841.56103 validation_1-mae:6335.56445 [232] validation_0-mae:5838.37305 validation_1-mae:6334.73486 [233] validation_0-mae:5836.05322 validation_1-mae:6334.09522 [234] validation_0-mae:5832.68750 validation_1-mae:6331.69629 [235] validation_0-mae:5828.50000 validation_1-mae:6330.06348 [236] validation_0-mae:5826.79639 validation_1-mae:6330.15772 [237] validation_0-mae:5824.84180 validation_1-mae:6329.03662 [238] validation_0-mae:5822.14990 validation_1-mae:6328.30176 [239] validation_0-mae:5820.65283 validation_1-mae:6328.38184 [240] validation_0-mae:5818.33301 validation_1-mae:6327.85889 [241] validation_0-mae:5814.14600 validation_1-mae:6325.30273 [242] validation_0-mae:5813.36670 validation_1-mae:6325.01758 [243] validation_0-mae:5810.71094 validation_1-mae:6324.21436 [244] validation_0-mae:5807.92236 validation_1-mae:6323.48682 [245] validation_0-mae:5803.87109 validation_1-mae:6321.79932 [246] validation_0-mae:5802.32373 validation_1-mae:6321.59668 [247] validation_0-mae:5800.63379 validation_1-mae:6321.44824 [248] validation_0-mae:5799.54541 validation_1-mae:6320.50781 [249] validation_0-mae:5794.16895 validation_1-mae:6317.48535 [250] validation_0-mae:5790.98535 validation_1-mae:6316.96582 [251] validation_0-mae:5788.04736 validation_1-mae:6314.91504 [252] validation_0-mae:5786.31982 validation_1-mae:6314.60938 [253] validation_0-mae:5785.27978 validation_1-mae:6313.84814 [254] validation_0-mae:5783.18262 validation_1-mae:6313.91895 [255] validation_0-mae:5780.24316 validation_1-mae:6313.08398 [256] validation_0-mae:5775.10596 validation_1-mae:6310.14404 [257] validation_0-mae:5773.19434 validation_1-mae:6309.53223 [258] validation_0-mae:5769.54492 validation_1-mae:6308.29053 [259] validation_0-mae:5765.43555 validation_1-mae:6306.83740 [260] validation_0-mae:5763.06348 validation_1-mae:6306.92334 [261] validation_0-mae:5759.27490 validation_1-mae:6305.30371 [262] validation_0-mae:5758.70410 validation_1-mae:6305.67725 [263] validation_0-mae:5757.35986 validation_1-mae:6304.69922 [264] validation_0-mae:5754.12353 validation_1-mae:6301.78467 [265] validation_0-mae:5752.89502 validation_1-mae:6302.26514 [266] validation_0-mae:5746.13623 validation_1-mae:6298.76660 [267] validation_0-mae:5743.12353 validation_1-mae:6297.91699 [268] validation_0-mae:5739.52344 validation_1-mae:6297.72070 [269] validation_0-mae:5737.21191 validation_1-mae:6296.21582 [270] validation_0-mae:5735.19727 validation_1-mae:6295.72900 [271] validation_0-mae:5733.80859 validation_1-mae:6295.68652 [272] validation_0-mae:5730.39453 validation_1-mae:6294.35693 [273] validation_0-mae:5728.45020 validation_1-mae:6294.21973 [274] validation_0-mae:5726.83252 validation_1-mae:6293.35205 [275] validation_0-mae:5725.97510 validation_1-mae:6293.10889 [276] validation_0-mae:5724.33545 validation_1-mae:6292.15527 [277] validation_0-mae:5723.43848 validation_1-mae:6291.45947 [278] validation_0-mae:5721.06397 validation_1-mae:6291.47070 [279] validation_0-mae:5719.92578 validation_1-mae:6291.65478 [280] validation_0-mae:5715.96973 validation_1-mae:6288.78027 [281] validation_0-mae:5712.85156 validation_1-mae:6287.80664 [282] validation_0-mae:5709.28223 validation_1-mae:6286.35693 [283] validation_0-mae:5707.38379 validation_1-mae:6285.05078 [284] validation_0-mae:5703.89746 validation_1-mae:6283.03369 [285] validation_0-mae:5699.83984 validation_1-mae:6279.61914 [286] validation_0-mae:5698.63672 validation_1-mae:6279.34717 [287] validation_0-mae:5694.39795 validation_1-mae:6278.57568 [288] validation_0-mae:5689.18799 validation_1-mae:6275.43897 [289] validation_0-mae:5684.79199 validation_1-mae:6272.60205 [290] validation_0-mae:5681.89209 validation_1-mae:6271.26514 [291] validation_0-mae:5680.04883 validation_1-mae:6271.19092 [292] validation_0-mae:5677.31641 validation_1-mae:6268.92773 [293] validation_0-mae:5674.98682 validation_1-mae:6268.17480 [294] validation_0-mae:5674.54590 validation_1-mae:6268.14795 [295] validation_0-mae:5672.73877 validation_1-mae:6267.23584 [296] validation_0-mae:5670.31299 validation_1-mae:6267.38965 [297] validation_0-mae:5668.98047 validation_1-mae:6266.71094 [298] validation_0-mae:5667.23340 validation_1-mae:6265.61914 [299] validation_0-mae:5662.49023 validation_1-mae:6264.79297 [300] validation_0-mae:5660.55664 validation_1-mae:6264.28760 [301] validation_0-mae:5656.87549 validation_1-mae:6262.68945 [302] validation_0-mae:5653.94678 validation_1-mae:6261.74609 [303] validation_0-mae:5651.28223 validation_1-mae:6260.88184 [304] validation_0-mae:5649.13721 validation_1-mae:6260.79199 [305] validation_0-mae:5644.55615 validation_1-mae:6259.83154 [306] validation_0-mae:5642.53076 validation_1-mae:6259.67627 [307] validation_0-mae:5641.71533 validation_1-mae:6259.61816 [308] validation_0-mae:5640.42236 validation_1-mae:6260.36523 [309] validation_0-mae:5638.09668 validation_1-mae:6260.86768 [310] validation_0-mae:5637.02686 validation_1-mae:6259.89307 [311] validation_0-mae:5634.72412 validation_1-mae:6258.96582 [312] validation_0-mae:5632.85059 validation_1-mae:6258.56103 [313] validation_0-mae:5632.00244 validation_1-mae:6258.48926 [314] validation_0-mae:5628.58545 validation_1-mae:6255.47461 [315] validation_0-mae:5627.75635 validation_1-mae:6254.73242 [316] validation_0-mae:5625.68506 validation_1-mae:6254.24609 [317] validation_0-mae:5623.13477 validation_1-mae:6252.60645 [318] validation_0-mae:5618.82129 validation_1-mae:6252.07129 [319] validation_0-mae:5617.16064 validation_1-mae:6251.09717 [320] validation_0-mae:5614.49512 validation_1-mae:6249.98730 [321] validation_0-mae:5611.19775 validation_1-mae:6248.21387 [322] validation_0-mae:5609.99853 validation_1-mae:6248.67969 [323] validation_0-mae:5608.77148 validation_1-mae:6248.05322 [324] validation_0-mae:5606.06152 validation_1-mae:6247.42920 [325] validation_0-mae:5603.77978 validation_1-mae:6247.11328 [326] validation_0-mae:5602.52100 validation_1-mae:6246.92188 [327] validation_0-mae:5601.61963 validation_1-mae:6247.15430 [328] validation_0-mae:5599.18848 validation_1-mae:6247.43408 [329] validation_0-mae:5598.01074 validation_1-mae:6246.84082 [330] validation_0-mae:5597.35742 validation_1-mae:6246.97217 [331] validation_0-mae:5593.76514 validation_1-mae:6245.20215 [332] validation_0-mae:5591.95703 validation_1-mae:6244.89844 [333] validation_0-mae:5590.82959 validation_1-mae:6244.99316 [334] validation_0-mae:5588.28272 validation_1-mae:6242.83008 [335] validation_0-mae:5586.35352 validation_1-mae:6242.27734 [336] validation_0-mae:5583.10840 validation_1-mae:6240.80469 [337] validation_0-mae:5582.47559 validation_1-mae:6240.65918 [338] validation_0-mae:5580.13232 validation_1-mae:6240.63867 [339] validation_0-mae:5579.17773 validation_1-mae:6239.68848 [340] validation_0-mae:5577.74902 validation_1-mae:6239.86084 [341] validation_0-mae:5575.91309 validation_1-mae:6240.11475 [342] validation_0-mae:5571.49072 validation_1-mae:6237.58838 [343] validation_0-mae:5569.06055 validation_1-mae:6237.17285 [344] validation_0-mae:5566.90674 validation_1-mae:6235.42725 [345] validation_0-mae:5563.22705 validation_1-mae:6233.53174 [346] validation_0-mae:5560.79541 validation_1-mae:6231.87305 [347] validation_0-mae:5558.54248 validation_1-mae:6230.97217 [348] validation_0-mae:5556.56885 validation_1-mae:6229.79443 [349] validation_0-mae:5555.10986 validation_1-mae:6229.63428 [350] validation_0-mae:5552.56982 validation_1-mae:6229.29443 [351] validation_0-mae:5550.33691 validation_1-mae:6228.65820 [352] validation_0-mae:5548.64209 validation_1-mae:6228.53369 [353] validation_0-mae:5546.22070 validation_1-mae:6229.06982 [354] validation_0-mae:5544.09863 validation_1-mae:6228.68164 [355] validation_0-mae:5542.09473 validation_1-mae:6227.66992 [356] validation_0-mae:5540.78027 validation_1-mae:6226.89746 [357] validation_0-mae:5540.29443 validation_1-mae:6226.64160 [358] validation_0-mae:5537.85352 validation_1-mae:6224.77881 [359] validation_0-mae:5534.68311 validation_1-mae:6222.91455 [360] validation_0-mae:5532.41797 validation_1-mae:6221.60303 [361] validation_0-mae:5531.28955 validation_1-mae:6220.85205 [362] validation_0-mae:5530.39404 validation_1-mae:6220.79443 [363] validation_0-mae:5528.88916 validation_1-mae:6220.94971 [364] validation_0-mae:5527.73389 validation_1-mae:6220.34326 [365] validation_0-mae:5525.38672 validation_1-mae:6219.62207 [366] validation_0-mae:5524.05371 validation_1-mae:6218.81397 [367] validation_0-mae:5521.10840 validation_1-mae:6218.99365 [368] validation_0-mae:5518.88330 validation_1-mae:6217.38623 [369] validation_0-mae:5514.55859 validation_1-mae:6216.27832 [370] validation_0-mae:5513.58594 validation_1-mae:6216.22656 [371] validation_0-mae:5509.18555 validation_1-mae:6215.06836 [372] validation_0-mae:5508.21875 validation_1-mae:6214.49268 [373] validation_0-mae:5506.04004 validation_1-mae:6212.95654 [374] validation_0-mae:5503.18945 validation_1-mae:6212.99756 [375] validation_0-mae:5499.47949 validation_1-mae:6212.29932 [376] validation_0-mae:5498.22022 validation_1-mae:6212.08252 [377] validation_0-mae:5496.41064 validation_1-mae:6211.26172 [378] validation_0-mae:5491.98633 validation_1-mae:6207.91260 [379] validation_0-mae:5489.57275 validation_1-mae:6207.62207 [380] validation_0-mae:5485.09326 validation_1-mae:6206.13721 [381] validation_0-mae:5481.50244 validation_1-mae:6204.13232 [382] validation_0-mae:5478.97314 validation_1-mae:6203.79736 [383] validation_0-mae:5474.90186 validation_1-mae:6203.03564 [384] validation_0-mae:5474.15625 validation_1-mae:6203.16943 [385] validation_0-mae:5473.21191 validation_1-mae:6203.16895 [386] validation_0-mae:5470.42920 validation_1-mae:6203.25293 [387] validation_0-mae:5468.91113 validation_1-mae:6203.29932 [388] validation_0-mae:5467.25830 validation_1-mae:6203.60254 [389] validation_0-mae:5467.02588 validation_1-mae:6203.41016 [390] validation_0-mae:5465.73096 validation_1-mae:6202.57227 [391] validation_0-mae:5463.44189 validation_1-mae:6201.33838 [392] validation_0-mae:5461.85156 validation_1-mae:6201.24170 [393] validation_0-mae:5461.03174 validation_1-mae:6201.02686 [394] validation_0-mae:5459.74268 validation_1-mae:6200.30566 [395] validation_0-mae:5458.98438 validation_1-mae:6200.34277 [396] validation_0-mae:5458.40625 validation_1-mae:6200.29785 [397] validation_0-mae:5456.53076 validation_1-mae:6200.03564 [398] validation_0-mae:5456.05127 validation_1-mae:6200.07568 [399] validation_0-mae:5454.58057 validation_1-mae:6200.14111 [400] validation_0-mae:5452.14502 validation_1-mae:6199.40723 [401] validation_0-mae:5447.65332 validation_1-mae:6198.30957 [402] validation_0-mae:5446.42285 validation_1-mae:6197.81934 [403] validation_0-mae:5444.73242 validation_1-mae:6196.86768 [404] validation_0-mae:5443.38574 validation_1-mae:6196.49951 [405] validation_0-mae:5442.18506 validation_1-mae:6195.61182 [406] validation_0-mae:5439.68555 validation_1-mae:6196.16260 [407] validation_0-mae:5436.56738 validation_1-mae:6194.58252 [408] validation_0-mae:5435.45801 validation_1-mae:6194.16113 [409] validation_0-mae:5433.73584 validation_1-mae:6194.02441 [410] validation_0-mae:5433.28369 validation_1-mae:6193.73584 [411] validation_0-mae:5431.80566 validation_1-mae:6194.49853 [412] validation_0-mae:5428.67871 validation_1-mae:6193.19971 [413] validation_0-mae:5426.68701 validation_1-mae:6194.04688 [414] validation_0-mae:5424.51904 validation_1-mae:6194.26270 [415] validation_0-mae:5422.51709 validation_1-mae:6193.87793 [416] validation_0-mae:5420.66602 validation_1-mae:6193.65723 [417] validation_0-mae:5416.31934 validation_1-mae:6191.47510 [418] validation_0-mae:5414.56348 validation_1-mae:6190.86621 [419] validation_0-mae:5414.27197 validation_1-mae:6190.83350 [420] validation_0-mae:5413.07227 validation_1-mae:6191.11084 [421] validation_0-mae:5411.68945 validation_1-mae:6191.21191 [422] validation_0-mae:5410.44678 validation_1-mae:6190.79688 [423] validation_0-mae:5409.33740 validation_1-mae:6191.05908 [424] validation_0-mae:5406.86523 validation_1-mae:6191.77881 [425] validation_0-mae:5405.85254 validation_1-mae:6191.07764 [426] validation_0-mae:5404.45508 validation_1-mae:6190.44775 [427] validation_0-mae:5401.76221 validation_1-mae:6189.14502 [428] validation_0-mae:5399.12988 validation_1-mae:6188.36084 [429] validation_0-mae:5397.70996 validation_1-mae:6187.66748 [430] validation_0-mae:5395.63184 validation_1-mae:6186.08154 [431] validation_0-mae:5393.86719 validation_1-mae:6185.47607 [432] validation_0-mae:5392.35791 validation_1-mae:6185.40430 [433] validation_0-mae:5391.55859 validation_1-mae:6185.74268 [434] validation_0-mae:5390.80078 validation_1-mae:6185.89502 [435] validation_0-mae:5389.48340 validation_1-mae:6185.02197 [436] validation_0-mae:5388.30127 validation_1-mae:6184.71924 [437] validation_0-mae:5386.95996 validation_1-mae:6184.14453 [438] validation_0-mae:5384.94043 validation_1-mae:6183.12158 [439] validation_0-mae:5382.72461 validation_1-mae:6182.50928 [440] validation_0-mae:5381.59473 validation_1-mae:6182.52832 [441] validation_0-mae:5380.63330 validation_1-mae:6182.53076 [442] validation_0-mae:5377.99414 validation_1-mae:6180.90967 [443] validation_0-mae:5377.76758 validation_1-mae:6180.95850 [444] validation_0-mae:5375.02148 validation_1-mae:6179.57568 [445] validation_0-mae:5371.92871 validation_1-mae:6178.99658 [446] validation_0-mae:5371.27100 validation_1-mae:6178.69727 [447] validation_0-mae:5367.47363 validation_1-mae:6177.05811 [448] validation_0-mae:5366.00391 validation_1-mae:6176.63818 [449] validation_0-mae:5363.69775 validation_1-mae:6176.20410 [450] validation_0-mae:5361.35840 validation_1-mae:6175.13525 [451] validation_0-mae:5357.44141 validation_1-mae:6174.24365 [452] validation_0-mae:5353.84424 validation_1-mae:6172.03613 [453] validation_0-mae:5350.69287 validation_1-mae:6171.04053 [454] validation_0-mae:5347.73975 validation_1-mae:6170.32080 [455] validation_0-mae:5346.53369 validation_1-mae:6170.66895 [456] validation_0-mae:5343.22705 validation_1-mae:6170.51074 [457] validation_0-mae:5338.33887 validation_1-mae:6167.70654 [458] validation_0-mae:5334.77002 validation_1-mae:6165.81299 [459] validation_0-mae:5332.60107 validation_1-mae:6165.20850 [460] validation_0-mae:5330.02930 validation_1-mae:6164.87158 [461] validation_0-mae:5326.63525 validation_1-mae:6163.07373 [462] validation_0-mae:5323.05566 validation_1-mae:6161.57178 [463] validation_0-mae:5321.67822 validation_1-mae:6161.47119 [464] validation_0-mae:5320.09228 validation_1-mae:6160.62793 [465] validation_0-mae:5318.74609 validation_1-mae:6160.30322 [466] validation_0-mae:5316.92188 validation_1-mae:6159.31103 [467] validation_0-mae:5312.82324 validation_1-mae:6159.42432 [468] validation_0-mae:5311.18066 validation_1-mae:6159.12207 [469] validation_0-mae:5308.69531 validation_1-mae:6158.54053 [470] validation_0-mae:5306.83398 validation_1-mae:6158.58301 [471] validation_0-mae:5304.61621 validation_1-mae:6158.36279 [472] validation_0-mae:5302.18750 validation_1-mae:6157.04199 [473] validation_0-mae:5300.39746 validation_1-mae:6156.29639 [474] validation_0-mae:5298.54248 validation_1-mae:6155.62744 [475] validation_0-mae:5296.82031 validation_1-mae:6154.92041 [476] validation_0-mae:5295.23096 validation_1-mae:6154.06641 [477] validation_0-mae:5293.59375 validation_1-mae:6153.41553 [478] validation_0-mae:5293.26562 validation_1-mae:6153.54980 [479] validation_0-mae:5290.27441 validation_1-mae:6152.67041 [480] validation_0-mae:5287.75977 validation_1-mae:6151.43750 [481] validation_0-mae:5287.07959 validation_1-mae:6150.97168 [482] validation_0-mae:5284.72803 validation_1-mae:6150.77051 [483] validation_0-mae:5284.18994 validation_1-mae:6150.68164 [484] validation_0-mae:5283.03125 validation_1-mae:6151.23682 [485] validation_0-mae:5281.55566 validation_1-mae:6150.62305 [486] validation_0-mae:5281.18750 validation_1-mae:6150.42139 [487] validation_0-mae:5279.60986 validation_1-mae:6149.76953 [488] validation_0-mae:5277.78320 validation_1-mae:6149.67041 [489] validation_0-mae:5276.70801 validation_1-mae:6149.88867 [490] validation_0-mae:5275.49512 validation_1-mae:6149.65576 [491] validation_0-mae:5272.79443 validation_1-mae:6147.87793 [492] validation_0-mae:5271.28516 validation_1-mae:6147.27441 [493] validation_0-mae:5267.20996 validation_1-mae:6143.97559 [494] validation_0-mae:5265.47461 validation_1-mae:6142.93457 [495] validation_0-mae:5263.57861 validation_1-mae:6141.69824 [496] validation_0-mae:5261.65527 validation_1-mae:6142.52930 [497] validation_0-mae:5257.92285 validation_1-mae:6140.91748 [498] validation_0-mae:5254.91455 validation_1-mae:6141.00488 [499] validation_0-mae:5253.53955 validation_1-mae:6140.23242 [500] validation_0-mae:5252.49170 validation_1-mae:6139.66260 [501] validation_0-mae:5250.79883 validation_1-mae:6138.75586 [502] validation_0-mae:5249.45752 validation_1-mae:6138.30078 [503] validation_0-mae:5246.45020 validation_1-mae:6137.85059 [504] validation_0-mae:5245.81738 validation_1-mae:6137.83887 [505] validation_0-mae:5245.56641 validation_1-mae:6137.85596 [506] validation_0-mae:5245.11377 validation_1-mae:6137.88232 [507] validation_0-mae:5243.94482 validation_1-mae:6137.65674 [508] validation_0-mae:5242.46631 validation_1-mae:6137.24805 [509] validation_0-mae:5239.98828 validation_1-mae:6136.16455 [510] validation_0-mae:5238.83203 validation_1-mae:6136.68603 [511] validation_0-mae:5237.59912 validation_1-mae:6137.08105 [512] validation_0-mae:5234.89893 validation_1-mae:6136.44287 [513] validation_0-mae:5232.10938 validation_1-mae:6135.11230 [514] validation_0-mae:5230.88721 validation_1-mae:6134.99268 [515] validation_0-mae:5229.72119 validation_1-mae:6134.59814 [516] validation_0-mae:5228.94922 validation_1-mae:6134.66992 [517] validation_0-mae:5226.09473 validation_1-mae:6133.91602 [518] validation_0-mae:5225.72266 validation_1-mae:6133.90186 [519] validation_0-mae:5224.60010 validation_1-mae:6133.66650 [520] validation_0-mae:5221.59424 validation_1-mae:6133.44287 [521] validation_0-mae:5220.59326 validation_1-mae:6132.72803 [522] validation_0-mae:5219.91260 validation_1-mae:6132.37061 [523] validation_0-mae:5217.01904 validation_1-mae:6131.79199 [524] validation_0-mae:5215.34180 validation_1-mae:6132.02978 [525] validation_0-mae:5212.43311 validation_1-mae:6131.84717 [526] validation_0-mae:5211.20605 validation_1-mae:6131.19482 [527] validation_0-mae:5209.62891 validation_1-mae:6131.48340 [528] validation_0-mae:5208.98242 validation_1-mae:6131.52539 [529] validation_0-mae:5207.84522 validation_1-mae:6130.98291 [530] validation_0-mae:5205.74316 validation_1-mae:6131.07812 [531] validation_0-mae:5204.08105 validation_1-mae:6131.04688 [532] validation_0-mae:5202.47900 validation_1-mae:6130.90186 [533] validation_0-mae:5197.35547 validation_1-mae:6127.99219 [534] validation_0-mae:5194.36426 validation_1-mae:6127.99658 [535] validation_0-mae:5193.11230 validation_1-mae:6127.48926 [536] validation_0-mae:5192.05908 validation_1-mae:6127.68359 [537] validation_0-mae:5190.07324 validation_1-mae:6128.53369 [538] validation_0-mae:5189.69873 validation_1-mae:6128.36084 [539] validation_0-mae:5188.21191 validation_1-mae:6128.50098 [540] validation_0-mae:5185.89160 validation_1-mae:6127.89307 [541] validation_0-mae:5184.66016 validation_1-mae:6127.84277 [542] validation_0-mae:5183.61426 validation_1-mae:6127.60400 [543] validation_0-mae:5182.74561 validation_1-mae:6127.57812 [544] validation_0-mae:5182.06885 validation_1-mae:6127.33789 [545] validation_0-mae:5180.81641 validation_1-mae:6126.78955 [546] validation_0-mae:5178.97559 validation_1-mae:6126.16162 [547] validation_0-mae:5177.94873 validation_1-mae:6126.57520 [548] validation_0-mae:5177.12891 validation_1-mae:6126.41064 [549] validation_0-mae:5175.70605 validation_1-mae:6126.20996 [550] validation_0-mae:5173.54053 validation_1-mae:6125.71436 [551] validation_0-mae:5171.33154 validation_1-mae:6124.90234 [552] validation_0-mae:5169.71728 validation_1-mae:6124.67773 [553] validation_0-mae:5169.15625 validation_1-mae:6124.37744 [554] validation_0-mae:5167.60742 validation_1-mae:6124.56299 [555] validation_0-mae:5167.14551 validation_1-mae:6124.78760 [556] validation_0-mae:5165.46191 validation_1-mae:6123.46289 [557] validation_0-mae:5163.83301 validation_1-mae:6123.66260 [558] validation_0-mae:5162.42529 validation_1-mae:6123.53711 [559] validation_0-mae:5160.35889 validation_1-mae:6122.76611 [560] validation_0-mae:5159.58008 validation_1-mae:6122.79932 [561] validation_0-mae:5157.48584 validation_1-mae:6123.84717 [562] validation_0-mae:5157.05127 validation_1-mae:6123.71191 [563] validation_0-mae:5156.14600 validation_1-mae:6123.77588 [564] validation_0-mae:5155.02588 validation_1-mae:6123.60742 [565] validation_0-mae:5152.90430 validation_1-mae:6123.05469 [566] validation_0-mae:5151.40820 validation_1-mae:6122.66895 [567] validation_0-mae:5148.80371 validation_1-mae:6122.52978 [568] validation_0-mae:5145.13428 validation_1-mae:6121.58496 [569] validation_0-mae:5141.09424 validation_1-mae:6119.16211 [570] validation_0-mae:5139.92236 validation_1-mae:6118.85205 [571] validation_0-mae:5138.32178 validation_1-mae:6118.65088 [572] validation_0-mae:5137.49805 validation_1-mae:6118.55859 [573] validation_0-mae:5136.81641 validation_1-mae:6118.62402 [574] validation_0-mae:5135.03369 validation_1-mae:6118.52490 [575] validation_0-mae:5133.34424 validation_1-mae:6118.78564 [576] validation_0-mae:5130.96484 validation_1-mae:6117.48291 [577] validation_0-mae:5129.23438 validation_1-mae:6117.23145 [578] validation_0-mae:5127.40967 validation_1-mae:6117.22070 [579] validation_0-mae:5125.64844 validation_1-mae:6117.09424 [580] validation_0-mae:5123.70850 validation_1-mae:6116.77344 [581] validation_0-mae:5123.26758 validation_1-mae:6116.47900 [582] validation_0-mae:5122.00049 validation_1-mae:6116.02002 [583] validation_0-mae:5120.32715 validation_1-mae:6115.75391 [584] validation_0-mae:5119.97559 validation_1-mae:6115.64014 [585] validation_0-mae:5117.87207 validation_1-mae:6115.12012 [586] validation_0-mae:5116.99512 validation_1-mae:6114.50732 [587] validation_0-mae:5113.56543 validation_1-mae:6112.66357 [588] validation_0-mae:5110.87891 validation_1-mae:6112.41943 [589] validation_0-mae:5109.89648 validation_1-mae:6111.81738 [590] validation_0-mae:5107.92480 validation_1-mae:6112.06250 [591] validation_0-mae:5105.42285 validation_1-mae:6111.07275 [592] validation_0-mae:5103.90625 validation_1-mae:6111.17578 [593] validation_0-mae:5101.80469 validation_1-mae:6109.68897 [594] validation_0-mae:5099.01074 validation_1-mae:6109.80908 [595] validation_0-mae:5097.35107 validation_1-mae:6110.30322 [596] validation_0-mae:5096.53809 validation_1-mae:6110.21289 [597] validation_0-mae:5095.17969 validation_1-mae:6109.66846 [598] validation_0-mae:5094.30469 validation_1-mae:6109.87109 [599] validation_0-mae:5092.56592 validation_1-mae:6109.79834 [600] validation_0-mae:5091.01123 validation_1-mae:6109.82080 [601] validation_0-mae:5090.00391 validation_1-mae:6109.84717 [602] validation_0-mae:5087.75098 validation_1-mae:6108.40869 [603] validation_0-mae:5086.93018 validation_1-mae:6108.83057 [604] validation_0-mae:5086.21484 validation_1-mae:6108.34961 [605] validation_0-mae:5084.69873 validation_1-mae:6108.30762 [606] validation_0-mae:5083.58643 validation_1-mae:6108.09082 [607] validation_0-mae:5081.69287 validation_1-mae:6107.40137 [608] validation_0-mae:5080.37500 validation_1-mae:6107.23242 [609] validation_0-mae:5080.05713 validation_1-mae:6107.16357 [610] validation_0-mae:5076.94531 validation_1-mae:6106.78564 [611] validation_0-mae:5075.03076 validation_1-mae:6106.53027 [612] validation_0-mae:5073.08398 validation_1-mae:6105.46680 [613] validation_0-mae:5071.16455 validation_1-mae:6105.15869 [614] validation_0-mae:5069.22412 validation_1-mae:6105.08984 [615] validation_0-mae:5067.12793 validation_1-mae:6104.78272 [616] validation_0-mae:5065.82617 validation_1-mae:6104.43115 [617] validation_0-mae:5064.62402 validation_1-mae:6104.25732 [618] validation_0-mae:5063.74902 validation_1-mae:6103.90967 [619] validation_0-mae:5059.93457 validation_1-mae:6101.96680 [620] validation_0-mae:5058.21826 validation_1-mae:6101.25195 [621] validation_0-mae:5056.78125 validation_1-mae:6100.24756 [622] validation_0-mae:5054.91797 validation_1-mae:6100.06250 [623] validation_0-mae:5053.55225 validation_1-mae:6099.93555 [624] validation_0-mae:5050.55371 validation_1-mae:6098.24707 [625] validation_0-mae:5048.90772 validation_1-mae:6098.19873 [626] validation_0-mae:5047.87012 validation_1-mae:6098.05664 [627] validation_0-mae:5047.56494 validation_1-mae:6098.39404 [628] validation_0-mae:5045.44238 validation_1-mae:6098.66504 [629] validation_0-mae:5042.56055 validation_1-mae:6097.18359 [630] validation_0-mae:5039.91260 validation_1-mae:6094.90772 [631] validation_0-mae:5038.51465 validation_1-mae:6094.93018 [632] validation_0-mae:5037.13037 validation_1-mae:6094.46826 [633] validation_0-mae:5034.47510 validation_1-mae:6094.07764 [634] validation_0-mae:5031.99658 validation_1-mae:6092.94189 [635] validation_0-mae:5030.14209 validation_1-mae:6091.97705 [636] validation_0-mae:5028.95410 validation_1-mae:6091.46728 [637] validation_0-mae:5028.34277 validation_1-mae:6091.16260 [638] validation_0-mae:5026.77686 validation_1-mae:6090.89746 [639] validation_0-mae:5026.30371 validation_1-mae:6090.68750 [640] validation_0-mae:5025.80273 validation_1-mae:6091.02539 [641] validation_0-mae:5024.61230 validation_1-mae:6091.35010 [642] validation_0-mae:5023.66113 validation_1-mae:6090.72900 [643] validation_0-mae:5023.03076 validation_1-mae:6090.38721 [644] validation_0-mae:5022.57129 validation_1-mae:6090.34863 [645] validation_0-mae:5022.06494 validation_1-mae:6090.16504 [646] validation_0-mae:5020.57031 validation_1-mae:6090.03906 [647] validation_0-mae:5017.28369 validation_1-mae:6090.73047 [648] validation_0-mae:5015.37305 validation_1-mae:6090.59814 [649] validation_0-mae:5013.39014 validation_1-mae:6090.95459 [650] validation_0-mae:5011.81397 validation_1-mae:6091.13330 [651] validation_0-mae:5010.66846 validation_1-mae:6091.04053 [652] validation_0-mae:5010.36377 validation_1-mae:6090.87988 [653] validation_0-mae:5008.35205 validation_1-mae:6089.75635 [654] validation_0-mae:5007.08594 validation_1-mae:6089.26953 [655] validation_0-mae:5004.58643 validation_1-mae:6088.35352 [656] validation_0-mae:5003.98926 validation_1-mae:6088.24756 [657] validation_0-mae:5002.26758 validation_1-mae:6088.41260 [658] validation_0-mae:4999.79590 validation_1-mae:6087.94141 [659] validation_0-mae:4996.27637 validation_1-mae:6086.64111 [660] validation_0-mae:4993.88379 validation_1-mae:6086.11377 [661] validation_0-mae:4992.28174 validation_1-mae:6087.10205 [662] validation_0-mae:4991.32129 validation_1-mae:6087.58594 [663] validation_0-mae:4990.34619 validation_1-mae:6087.60400 [664] validation_0-mae:4988.76221 validation_1-mae:6088.12012 [665] validation_0-mae:4985.67041 validation_1-mae:6087.34522 [666] validation_0-mae:4983.42529 validation_1-mae:6086.33105 [667] validation_0-mae:4981.03125 validation_1-mae:6086.54980 [668] validation_0-mae:4979.77637 validation_1-mae:6087.00098 [669] validation_0-mae:4976.97461 validation_1-mae:6085.31152 [670] validation_0-mae:4975.81885 validation_1-mae:6084.62939 [671] validation_0-mae:4974.04980 validation_1-mae:6084.18945 [672] validation_0-mae:4972.90967 validation_1-mae:6083.51367 [673] validation_0-mae:4971.27881 validation_1-mae:6083.30908 [674] validation_0-mae:4968.95654 validation_1-mae:6081.93897 [675] validation_0-mae:4967.34082 validation_1-mae:6081.44678 [676] validation_0-mae:4966.51514 validation_1-mae:6081.28613 [677] validation_0-mae:4964.32373 validation_1-mae:6080.27832 [678] validation_0-mae:4963.23438 validation_1-mae:6079.76416 [679] validation_0-mae:4962.42090 validation_1-mae:6080.24170 [680] validation_0-mae:4961.70459 validation_1-mae:6080.15820 [681] validation_0-mae:4959.81055 validation_1-mae:6079.14697 [682] validation_0-mae:4959.40430 validation_1-mae:6078.96875 [683] validation_0-mae:4957.68701 validation_1-mae:6078.18115 [684] validation_0-mae:4955.94727 validation_1-mae:6077.28272 [685] validation_0-mae:4954.86572 validation_1-mae:6076.85400 [686] validation_0-mae:4954.04248 validation_1-mae:6077.03076 [687] validation_0-mae:4953.29443 validation_1-mae:6076.55371 [688] validation_0-mae:4952.72949 validation_1-mae:6077.04102 [689] validation_0-mae:4952.05713 validation_1-mae:6076.82129 [690] validation_0-mae:4951.92236 validation_1-mae:6076.88037 [691] validation_0-mae:4949.62256 validation_1-mae:6075.90137 [692] validation_0-mae:4948.11914 validation_1-mae:6075.80029 [693] validation_0-mae:4946.80859 validation_1-mae:6075.72314 [694] validation_0-mae:4944.38770 validation_1-mae:6074.99658 [695] validation_0-mae:4942.64355 validation_1-mae:6074.51807 [696] validation_0-mae:4940.05664 validation_1-mae:6073.01367 [697] validation_0-mae:4939.27686 validation_1-mae:6072.99707 [698] validation_0-mae:4938.61670 validation_1-mae:6073.03418 [699] validation_0-mae:4937.22510 validation_1-mae:6072.29980 [700] validation_0-mae:4935.48145 validation_1-mae:6071.77490 [701] validation_0-mae:4935.16016 validation_1-mae:6071.89648 [702] validation_0-mae:4933.95850 validation_1-mae:6071.50439 [703] validation_0-mae:4931.89990 validation_1-mae:6071.52588 [704] validation_0-mae:4930.90186 validation_1-mae:6071.09375 [705] validation_0-mae:4929.70947 validation_1-mae:6070.47803 [706] validation_0-mae:4928.23193 validation_1-mae:6070.41357 [707] validation_0-mae:4926.24365 validation_1-mae:6070.14697 [708] validation_0-mae:4924.22461 validation_1-mae:6069.19531 [709] validation_0-mae:4922.90967 validation_1-mae:6068.67822 [710] validation_0-mae:4921.17578 validation_1-mae:6068.45508 [711] validation_0-mae:4920.06494 validation_1-mae:6068.60400 [712] validation_0-mae:4918.93897 validation_1-mae:6067.78809 [713] validation_0-mae:4918.34668 validation_1-mae:6067.56250 [714] validation_0-mae:4916.76904 validation_1-mae:6067.16211 [715] validation_0-mae:4915.61377 validation_1-mae:6067.12939 [716] validation_0-mae:4914.14746 validation_1-mae:6066.71680 [717] validation_0-mae:4912.72754 validation_1-mae:6066.47705 [718] validation_0-mae:4911.47900 validation_1-mae:6066.48291 [719] validation_0-mae:4909.88965 validation_1-mae:6067.05811 [720] validation_0-mae:4906.77393 validation_1-mae:6066.03027 [721] validation_0-mae:4905.37305 validation_1-mae:6065.85547 [722] validation_0-mae:4903.17188 validation_1-mae:6064.40576 [723] validation_0-mae:4902.32373 validation_1-mae:6064.15772 [724] validation_0-mae:4900.23535 validation_1-mae:6063.24268 [725] validation_0-mae:4898.30762 validation_1-mae:6062.68018 [726] validation_0-mae:4897.43994 validation_1-mae:6062.63330 [727] validation_0-mae:4895.83838 validation_1-mae:6063.20361 [728] validation_0-mae:4894.74414 validation_1-mae:6063.75439 [729] validation_0-mae:4893.30713 validation_1-mae:6062.75635 [730] validation_0-mae:4890.93603 validation_1-mae:6062.75879 [731] validation_0-mae:4890.06055 validation_1-mae:6062.71289 [732] validation_0-mae:4889.25635 validation_1-mae:6062.49365 [733] validation_0-mae:4888.24316 validation_1-mae:6062.62598 [734] validation_0-mae:4887.37891 validation_1-mae:6062.64014 [735] validation_0-mae:4887.24072 validation_1-mae:6062.60498 [736] validation_0-mae:4884.25195 validation_1-mae:6061.28076 [737] validation_0-mae:4883.27246 validation_1-mae:6060.44189 [738] validation_0-mae:4882.71484 validation_1-mae:6060.11523 [739] validation_0-mae:4880.89844 validation_1-mae:6061.15674 [740] validation_0-mae:4879.42139 validation_1-mae:6060.68311 [741] validation_0-mae:4878.41455 validation_1-mae:6060.52881 [742] validation_0-mae:4877.69678 validation_1-mae:6060.14209 [743] validation_0-mae:4875.78711 validation_1-mae:6059.46289 [744] validation_0-mae:4874.28516 validation_1-mae:6059.36328 [745] validation_0-mae:4873.40137 validation_1-mae:6059.36963 [746] validation_0-mae:4871.98779 validation_1-mae:6059.23877 [747] validation_0-mae:4870.77539 validation_1-mae:6059.46924 [748] validation_0-mae:4869.63281 validation_1-mae:6059.27197 [749] validation_0-mae:4867.55566 validation_1-mae:6058.98193 [750] validation_0-mae:4865.72217 validation_1-mae:6059.07275 [751] validation_0-mae:4863.39648 validation_1-mae:6058.29150 [752] validation_0-mae:4861.44336 validation_1-mae:6057.76074 [753] validation_0-mae:4859.87939 validation_1-mae:6057.21484 [754] validation_0-mae:4858.63623 validation_1-mae:6057.20020 [755] validation_0-mae:4856.93652 validation_1-mae:6056.03906 [756] validation_0-mae:4855.86865 validation_1-mae:6056.53955 [757] validation_0-mae:4854.59180 validation_1-mae:6055.77197 [758] validation_0-mae:4852.81592 validation_1-mae:6055.38232 [759] validation_0-mae:4851.90820 validation_1-mae:6055.86475 [760] validation_0-mae:4849.92725 validation_1-mae:6055.85352 [761] validation_0-mae:4849.56250 validation_1-mae:6055.85791 [762] validation_0-mae:4848.15186 validation_1-mae:6055.90918 [763] validation_0-mae:4846.39209 validation_1-mae:6055.27197 [764] validation_0-mae:4845.25391 validation_1-mae:6055.31885 [765] validation_0-mae:4843.85352 validation_1-mae:6055.77393 [766] validation_0-mae:4843.12598 validation_1-mae:6056.25147 [767] validation_0-mae:4842.17920 validation_1-mae:6056.53564 [768] validation_0-mae:4841.88867 validation_1-mae:6056.43603 [769] validation_0-mae:4840.62793 validation_1-mae:6055.95752 [770] validation_0-mae:4839.63428 validation_1-mae:6055.86914 [771] validation_0-mae:4837.85938 validation_1-mae:6055.51611 [772] validation_0-mae:4837.27051 validation_1-mae:6055.90869 [773] validation_0-mae:4836.33496 validation_1-mae:6055.73975 [774] validation_0-mae:4834.86279 validation_1-mae:6054.99463 [775] validation_0-mae:4833.74365 validation_1-mae:6054.50391 [776] validation_0-mae:4832.85693 validation_1-mae:6054.71191 [777] validation_0-mae:4831.70654 validation_1-mae:6054.02246 [778] validation_0-mae:4830.69531 validation_1-mae:6053.82471 [779] validation_0-mae:4829.65772 validation_1-mae:6053.91357 [780] validation_0-mae:4829.02637 validation_1-mae:6053.97705 [781] validation_0-mae:4827.86572 validation_1-mae:6053.62109 [782] validation_0-mae:4826.92432 validation_1-mae:6053.60596 [783] validation_0-mae:4825.90576 validation_1-mae:6053.58350 [784] validation_0-mae:4824.61035 validation_1-mae:6053.64941 [785] validation_0-mae:4821.98096 validation_1-mae:6052.03760 [786] validation_0-mae:4819.56201 validation_1-mae:6051.34570 [787] validation_0-mae:4818.50049 validation_1-mae:6051.44678 [788] validation_0-mae:4816.52490 validation_1-mae:6051.10889 [789] validation_0-mae:4813.28027 validation_1-mae:6050.35889 [790] validation_0-mae:4810.78711 validation_1-mae:6049.23535 [791] validation_0-mae:4809.48828 validation_1-mae:6048.84570 [792] validation_0-mae:4808.14014 validation_1-mae:6047.76416 [793] validation_0-mae:4805.97510 validation_1-mae:6047.17480 [794] validation_0-mae:4805.26953 validation_1-mae:6046.91699 [795] validation_0-mae:4804.41992 validation_1-mae:6046.48242 [796] validation_0-mae:4802.84766 validation_1-mae:6045.91504 [797] validation_0-mae:4800.99951 validation_1-mae:6046.70459 [798] validation_0-mae:4798.64209 validation_1-mae:6047.13477 [799] validation_0-mae:4796.95361 validation_1-mae:6047.05811 [800] validation_0-mae:4795.54785 validation_1-mae:6047.00244 [801] validation_0-mae:4792.95947 validation_1-mae:6045.79248 [802] validation_0-mae:4791.29443 validation_1-mae:6045.63574 [803] validation_0-mae:4789.65478 validation_1-mae:6045.03369 [804] validation_0-mae:4787.18262 validation_1-mae:6044.31689 [805] validation_0-mae:4785.49219 validation_1-mae:6044.49170 [806] validation_0-mae:4782.85352 validation_1-mae:6044.08594 [807] validation_0-mae:4781.45361 validation_1-mae:6044.44434 [808] validation_0-mae:4779.87744 validation_1-mae:6045.18115 [809] validation_0-mae:4777.84912 validation_1-mae:6044.86719 [810] validation_0-mae:4775.80713 validation_1-mae:6043.88330 [811] validation_0-mae:4774.29443 validation_1-mae:6043.98877 [812] validation_0-mae:4772.38184 validation_1-mae:6043.88037 [813] validation_0-mae:4771.54297 validation_1-mae:6043.72949 [814] validation_0-mae:4770.41064 validation_1-mae:6043.04590 [815] validation_0-mae:4769.70850 validation_1-mae:6043.17090 [816] validation_0-mae:4767.79395 validation_1-mae:6043.22754 [817] validation_0-mae:4767.25439 validation_1-mae:6043.39014 [818] validation_0-mae:4766.71582 validation_1-mae:6043.39795 [819] validation_0-mae:4765.99316 validation_1-mae:6042.99365 [820] validation_0-mae:4764.74853 validation_1-mae:6042.69775 [821] validation_0-mae:4764.58203 validation_1-mae:6042.74268 [822] validation_0-mae:4763.58887 validation_1-mae:6042.55615 [823] validation_0-mae:4761.58545 validation_1-mae:6041.61133 [824] validation_0-mae:4760.89014 validation_1-mae:6042.19678 [825] validation_0-mae:4759.25098 validation_1-mae:6042.10498 [826] validation_0-mae:4758.29297 validation_1-mae:6041.94727 [827] validation_0-mae:4757.95264 validation_1-mae:6042.19092 [828] validation_0-mae:4757.11621 validation_1-mae:6042.24268 [829] validation_0-mae:4755.59668 validation_1-mae:6042.20996 [830] validation_0-mae:4752.90088 validation_1-mae:6042.56348 [831] validation_0-mae:4752.86084 validation_1-mae:6042.57861 [832] validation_0-mae:4751.13281 validation_1-mae:6042.25879 [833] validation_0-mae:4750.92627 validation_1-mae:6042.38135 [834] validation_0-mae:4749.87256 validation_1-mae:6041.89404 [835] validation_0-mae:4749.04736 validation_1-mae:6042.06299 [836] validation_0-mae:4748.11475 validation_1-mae:6042.20312 [837] validation_0-mae:4747.00732 validation_1-mae:6042.10889 [838] validation_0-mae:4745.40869 validation_1-mae:6041.57861 [839] validation_0-mae:4743.66992 validation_1-mae:6041.11572 [840] validation_0-mae:4742.93603 validation_1-mae:6041.14648 [841] validation_0-mae:4741.76562 validation_1-mae:6040.70264 [842] validation_0-mae:4740.63086 validation_1-mae:6040.14502 [843] validation_0-mae:4740.00147 validation_1-mae:6039.96436 [844] validation_0-mae:4739.52783 validation_1-mae:6039.98877 [845] validation_0-mae:4739.27588 validation_1-mae:6039.67432 [846] validation_0-mae:4738.12158 validation_1-mae:6039.87207 [847] validation_0-mae:4737.20068 validation_1-mae:6040.18652 [848] validation_0-mae:4736.20361 validation_1-mae:6040.05908 [849] validation_0-mae:4734.38770 validation_1-mae:6040.02734 [850] validation_0-mae:4733.54541 validation_1-mae:6039.64209 [851] validation_0-mae:4732.29443 validation_1-mae:6039.57031 [852] validation_0-mae:4731.31201 validation_1-mae:6039.50879 [853] validation_0-mae:4730.72949 validation_1-mae:6039.17920 [854] validation_0-mae:4728.70312 validation_1-mae:6039.15430 [855] validation_0-mae:4727.84131 validation_1-mae:6038.95312 [856] validation_0-mae:4725.51465 validation_1-mae:6038.70752 [857] validation_0-mae:4724.64600 validation_1-mae:6038.64844 [858] validation_0-mae:4723.44873 validation_1-mae:6038.40186 [859] validation_0-mae:4721.57666 validation_1-mae:6038.71631 [860] validation_0-mae:4721.42773 validation_1-mae:6038.66650 [861] validation_0-mae:4721.00879 validation_1-mae:6038.44727 [862] validation_0-mae:4720.46533 validation_1-mae:6038.29346 [863] validation_0-mae:4718.21973 validation_1-mae:6038.86328 [864] validation_0-mae:4717.06103 validation_1-mae:6038.87842 [865] validation_0-mae:4714.67676 validation_1-mae:6038.54004 [866] validation_0-mae:4712.44678 validation_1-mae:6038.13623 [867] validation_0-mae:4710.72217 validation_1-mae:6037.50195 [868] validation_0-mae:4708.08789 validation_1-mae:6037.01953 [869] validation_0-mae:4707.39795 validation_1-mae:6037.02393 [870] validation_0-mae:4705.71533 validation_1-mae:6037.22412 [871] validation_0-mae:4704.28516 validation_1-mae:6036.98730 [872] validation_0-mae:4701.44531 validation_1-mae:6036.58350 [873] validation_0-mae:4699.36816 validation_1-mae:6035.99561 [874] validation_0-mae:4698.50684 validation_1-mae:6035.92188 [875] validation_0-mae:4697.00586 validation_1-mae:6036.80469 [876] validation_0-mae:4695.08252 validation_1-mae:6036.70459 [877] validation_0-mae:4693.92529 validation_1-mae:6036.04590 [878] validation_0-mae:4692.84473 validation_1-mae:6036.01318 [879] validation_0-mae:4691.33447 validation_1-mae:6036.43848 [880] validation_0-mae:4691.17188 validation_1-mae:6036.56299 [881] validation_0-mae:4689.87451 validation_1-mae:6036.45117 [882] validation_0-mae:4686.98047 validation_1-mae:6035.79346 [883] validation_0-mae:4685.60010 validation_1-mae:6035.99365 [884] validation_0-mae:4683.39062 validation_1-mae:6035.68750 [885] validation_0-mae:4682.61328 validation_1-mae:6035.46045 [886] validation_0-mae:4681.37451 validation_1-mae:6034.95264 [887] validation_0-mae:4680.45117 validation_1-mae:6035.05859 [888] validation_0-mae:4678.63037 validation_1-mae:6034.79639 [889] validation_0-mae:4677.40430 validation_1-mae:6034.86768 [890] validation_0-mae:4676.54248 validation_1-mae:6034.78955 [891] validation_0-mae:4676.30713 validation_1-mae:6034.67383 [892] validation_0-mae:4674.75098 validation_1-mae:6034.35645 [893] validation_0-mae:4673.74414 validation_1-mae:6033.74805 [894] validation_0-mae:4672.63477 validation_1-mae:6033.57373 [895] validation_0-mae:4670.74902 validation_1-mae:6033.89160 [896] validation_0-mae:4669.18066 validation_1-mae:6033.85059 [897] validation_0-mae:4667.88574 validation_1-mae:6033.54102 [898] validation_0-mae:4667.04688 validation_1-mae:6033.53955 [899] validation_0-mae:4666.94580 validation_1-mae:6033.63623 [900] validation_0-mae:4666.74072 validation_1-mae:6033.53662 [901] validation_0-mae:4665.59717 validation_1-mae:6033.11475 [902] validation_0-mae:4664.62793 validation_1-mae:6032.86133 [903] validation_0-mae:4663.08643 validation_1-mae:6032.84424 [904] validation_0-mae:4662.18262 validation_1-mae:6033.58154 [905] validation_0-mae:4660.85010 validation_1-mae:6033.40625 [906] validation_0-mae:4659.76855 validation_1-mae:6033.63379 [907] validation_0-mae:4658.20459 validation_1-mae:6032.78272 [908] validation_0-mae:4657.35889 validation_1-mae:6033.01562 [909] validation_0-mae:4655.29053 validation_1-mae:6032.81641 [910] validation_0-mae:4654.12891 validation_1-mae:6032.14355 [911] validation_0-mae:4653.05127 validation_1-mae:6032.88184 [912] validation_0-mae:4651.79150 validation_1-mae:6033.66016 [913] validation_0-mae:4650.88574 validation_1-mae:6033.45312 [914] validation_0-mae:4648.42676 validation_1-mae:6033.85254 [915] validation_0-mae:4648.04395 validation_1-mae:6033.92627 [916] validation_0-mae:4647.24463 validation_1-mae:6033.92188 [917] validation_0-mae:4645.41309 validation_1-mae:6033.50147 [918] validation_0-mae:4644.25244 validation_1-mae:6033.33496 [919] validation_0-mae:4642.26123 validation_1-mae:6032.99805 [920] validation_0-mae:4640.83545 validation_1-mae:6032.98926 [921] validation_0-mae:4639.92676 validation_1-mae:6032.79004 [922] validation_0-mae:4639.07715 validation_1-mae:6032.69141 [923] validation_0-mae:4638.25977 validation_1-mae:6032.79199 [924] validation_0-mae:4636.35840 validation_1-mae:6031.61572 [925] validation_0-mae:4635.02930 validation_1-mae:6031.15137 [926] validation_0-mae:4633.01123 validation_1-mae:6030.85352 [927] validation_0-mae:4632.22949 validation_1-mae:6030.76074 [928] validation_0-mae:4631.32812 validation_1-mae:6030.59619 [929] validation_0-mae:4629.73291 validation_1-mae:6029.78320 [930] validation_0-mae:4628.47070 validation_1-mae:6029.23828 [931] validation_0-mae:4627.17676 validation_1-mae:6028.25635 [932] validation_0-mae:4624.83203 validation_1-mae:6027.89844 [933] validation_0-mae:4623.89502 validation_1-mae:6028.09326 [934] validation_0-mae:4622.24170 validation_1-mae:6027.71582 [935] validation_0-mae:4621.40918 validation_1-mae:6027.92676 [936] validation_0-mae:4620.65137 validation_1-mae:6027.86377 [937] validation_0-mae:4619.35791 validation_1-mae:6027.29346 [938] validation_0-mae:4618.13428 validation_1-mae:6027.13330 [939] validation_0-mae:4615.69727 validation_1-mae:6026.15820 [940] validation_0-mae:4615.07715 validation_1-mae:6026.40137 [941] validation_0-mae:4613.46924 validation_1-mae:6026.57861 [942] validation_0-mae:4612.08154 validation_1-mae:6026.06787 [943] validation_0-mae:4610.92383 validation_1-mae:6025.48682 [944] validation_0-mae:4609.59033 validation_1-mae:6024.72510 [945] validation_0-mae:4608.27295 validation_1-mae:6024.58057 [946] validation_0-mae:4606.94287 validation_1-mae:6024.65967 [947] validation_0-mae:4604.88330 validation_1-mae:6025.35449 [948] validation_0-mae:4604.42139 validation_1-mae:6025.65478 [949] validation_0-mae:4603.44775 validation_1-mae:6025.45312 [950] validation_0-mae:4602.09814 validation_1-mae:6025.12451 [951] validation_0-mae:4600.60840 validation_1-mae:6025.17773 [952] validation_0-mae:4599.23145 validation_1-mae:6024.82129 [953] validation_0-mae:4597.90723 validation_1-mae:6024.17676 [954] validation_0-mae:4597.08594 validation_1-mae:6023.98730 [955] validation_0-mae:4595.72900 validation_1-mae:6023.95068 [956] validation_0-mae:4593.73633 validation_1-mae:6022.88086 [957] validation_0-mae:4592.31494 validation_1-mae:6022.70361 [958] validation_0-mae:4589.30957 validation_1-mae:6021.93750 [959] validation_0-mae:4588.24023 validation_1-mae:6021.74756 [960] validation_0-mae:4587.13623 validation_1-mae:6021.72314 [961] validation_0-mae:4586.42139 validation_1-mae:6021.26953 [962] validation_0-mae:4583.87451 validation_1-mae:6021.39746 [963] validation_0-mae:4582.82080 validation_1-mae:6021.99219 [964] validation_0-mae:4582.24219 validation_1-mae:6021.66992 [965] validation_0-mae:4580.82861 validation_1-mae:6022.38135 [966] validation_0-mae:4579.50195 validation_1-mae:6022.89941 [967] validation_0-mae:4577.81641 validation_1-mae:6022.84131 [968] validation_0-mae:4576.62500 validation_1-mae:6022.42285 [969] validation_0-mae:4575.29932 validation_1-mae:6022.60303 [970] validation_0-mae:4573.66016 validation_1-mae:6021.98486 [971] validation_0-mae:4571.88623 validation_1-mae:6021.44043 [972] validation_0-mae:4570.64502 validation_1-mae:6021.12939 [973] validation_0-mae:4569.37061 validation_1-mae:6021.10449 [974] validation_0-mae:4568.73047 validation_1-mae:6020.95654 [975] validation_0-mae:4568.13721 validation_1-mae:6020.97412 [976] validation_0-mae:4567.36523 validation_1-mae:6021.09863 [977] validation_0-mae:4566.14404 validation_1-mae:6020.56055 [978] validation_0-mae:4565.09082 validation_1-mae:6020.72705 [979] validation_0-mae:4564.32764 validation_1-mae:6020.42334 [980] validation_0-mae:4563.08447 validation_1-mae:6020.39502 [981] validation_0-mae:4562.30664 validation_1-mae:6020.09814 [982] validation_0-mae:4561.09814 validation_1-mae:6019.93115 [983] validation_0-mae:4559.91992 validation_1-mae:6019.77783 [984] validation_0-mae:4557.64014 validation_1-mae:6018.63770 [985] validation_0-mae:4556.10010 validation_1-mae:6017.79688 [986] validation_0-mae:4553.96338 validation_1-mae:6016.80322 [987] validation_0-mae:4552.94336 validation_1-mae:6017.21338 [988] validation_0-mae:4551.03027 validation_1-mae:6016.52930 [989] validation_0-mae:4549.72510 validation_1-mae:6016.83008 [990] validation_0-mae:4547.67725 validation_1-mae:6016.41260 [991] validation_0-mae:4546.30518 validation_1-mae:6016.76270 [992] validation_0-mae:4544.59228 validation_1-mae:6016.42529 [993] validation_0-mae:4543.51465 validation_1-mae:6016.23779 [994] validation_0-mae:4541.50195 validation_1-mae:6016.07617 [995] validation_0-mae:4540.03809 validation_1-mae:6016.02100 [996] validation_0-mae:4538.98389 validation_1-mae:6015.57275 [997] validation_0-mae:4536.40967 validation_1-mae:6014.46582 [998] validation_0-mae:4535.15381 validation_1-mae:6014.57520 [999] validation_0-mae:4533.82861 validation_1-mae:6015.16992 [1000] validation_0-mae:4532.61963 validation_1-mae:6014.95557 [1001] validation_0-mae:4530.65088 validation_1-mae:6015.41650 [1002] validation_0-mae:4529.69775 validation_1-mae:6015.47705 [1003] validation_0-mae:4528.47852 validation_1-mae:6015.41992 [1004] validation_0-mae:4527.04883 validation_1-mae:6015.82861 [1005] validation_0-mae:4525.82861 validation_1-mae:6016.48730 [1006] validation_0-mae:4523.46436 validation_1-mae:6015.83008 [1007] validation_0-mae:4522.68848 validation_1-mae:6015.72412 [1008] validation_0-mae:4522.27100 validation_1-mae:6015.45215 [1009] validation_0-mae:4521.55176 validation_1-mae:6015.44727 [1010] validation_0-mae:4520.19775 validation_1-mae:6015.42773 [1011] validation_0-mae:4518.82275 validation_1-mae:6015.29199 [1012] validation_0-mae:4516.92676 validation_1-mae:6014.55420 [1013] validation_0-mae:4514.51172 validation_1-mae:6013.67578 [1014] validation_0-mae:4512.90283 validation_1-mae:6013.29639 [1015] validation_0-mae:4512.25781 validation_1-mae:6013.79834 [1016] validation_0-mae:4510.35498 validation_1-mae:6013.70654 [1017] validation_0-mae:4508.80615 validation_1-mae:6013.75879 [1018] validation_0-mae:4508.13623 validation_1-mae:6013.65674 [1019] validation_0-mae:4507.31982 validation_1-mae:6013.68750 [1020] validation_0-mae:4505.68897 validation_1-mae:6013.19092 [1021] validation_0-mae:4504.25000 validation_1-mae:6012.99219 [1022] validation_0-mae:4503.76709 validation_1-mae:6012.92090 [1023] validation_0-mae:4501.84033 validation_1-mae:6013.28467 [1024] validation_0-mae:4500.59277 validation_1-mae:6012.97559 [1025] validation_0-mae:4499.82568 validation_1-mae:6013.37353 [1026] validation_0-mae:4499.14941 validation_1-mae:6013.80420 [1027] validation_0-mae:4498.66260 validation_1-mae:6014.03223 [1028] validation_0-mae:4497.99463 validation_1-mae:6013.92334 [1029] validation_0-mae:4496.06689 validation_1-mae:6013.58496 [1030] validation_0-mae:4494.54150 validation_1-mae:6013.43408 [1031] validation_0-mae:4493.75830 validation_1-mae:6013.51270 [1032] validation_0-mae:4493.27686 validation_1-mae:6013.55957 [1033] validation_0-mae:4492.78516 validation_1-mae:6013.69531 [1034] validation_0-mae:4491.83008 validation_1-mae:6013.94385 [1035] validation_0-mae:4490.47461 validation_1-mae:6013.81836 [1036] validation_0-mae:4490.44678 validation_1-mae:6013.85449 [1037] validation_0-mae:4490.28711 validation_1-mae:6013.92773 [1038] validation_0-mae:4489.21582 validation_1-mae:6014.10303 [1039] validation_0-mae:4488.00684 validation_1-mae:6013.80957 [1040] validation_0-mae:4487.47217 validation_1-mae:6013.89160 [1041] validation_0-mae:4486.51318 validation_1-mae:6013.83008 [1042] validation_0-mae:4485.83789 validation_1-mae:6013.54639 [1043] validation_0-mae:4484.75684 validation_1-mae:6012.91113 [1044] validation_0-mae:4483.65430 validation_1-mae:6012.60742 [1045] validation_0-mae:4481.50439 validation_1-mae:6011.91602 [1046] validation_0-mae:4479.67432 validation_1-mae:6011.33447 [1047] validation_0-mae:4478.54688 validation_1-mae:6011.61182 [1048] validation_0-mae:4476.85645 validation_1-mae:6011.08398 [1049] validation_0-mae:4475.55957 validation_1-mae:6010.31006 [1050] validation_0-mae:4473.87939 validation_1-mae:6010.02686 [1051] validation_0-mae:4472.01074 validation_1-mae:6010.24072 [1052] validation_0-mae:4471.43652 validation_1-mae:6010.14600 [1053] validation_0-mae:4470.84766 validation_1-mae:6010.22559 [1054] validation_0-mae:4470.43799 validation_1-mae:6010.50732 [1055] validation_0-mae:4469.53076 validation_1-mae:6010.36182 [1056] validation_0-mae:4468.05908 validation_1-mae:6010.20898 [1057] validation_0-mae:4466.88281 validation_1-mae:6010.50000 [1058] validation_0-mae:4465.65527 validation_1-mae:6010.65674 [1059] validation_0-mae:4464.64746 validation_1-mae:6010.63672 [1060] validation_0-mae:4463.22607 validation_1-mae:6009.82227 [1061] validation_0-mae:4461.90234 validation_1-mae:6009.34375 [1062] validation_0-mae:4460.35254 validation_1-mae:6010.00049 [1063] validation_0-mae:4459.84277 validation_1-mae:6010.50195 [1064] validation_0-mae:4457.59522 validation_1-mae:6011.28223 [1065] validation_0-mae:4455.56836 validation_1-mae:6010.59522 [1066] validation_0-mae:4454.97461 validation_1-mae:6010.74561 [1067] validation_0-mae:4454.61621 validation_1-mae:6010.51562 [1068] validation_0-mae:4454.06885 validation_1-mae:6010.37451 [1069] validation_0-mae:4453.66602 validation_1-mae:6010.38574 [1070] validation_0-mae:4452.71631 validation_1-mae:6010.23730 [1071] validation_0-mae:4451.43652 validation_1-mae:6010.07568 [1072] validation_0-mae:4450.14404 validation_1-mae:6010.37451 [1073] validation_0-mae:4449.57910 validation_1-mae:6010.70264 [1074] validation_0-mae:4448.94824 validation_1-mae:6011.06445 [1075] validation_0-mae:4447.57861 validation_1-mae:6011.82812 [1076] validation_0-mae:4446.33301 validation_1-mae:6011.50147 [1077] validation_0-mae:4444.78027 validation_1-mae:6011.29883 [1078] validation_0-mae:4443.92578 validation_1-mae:6012.05078 [1079] validation_0-mae:4443.01318 validation_1-mae:6012.24414 [1080] validation_0-mae:4441.78125 validation_1-mae:6012.35693 [1081] validation_0-mae:4439.57373 validation_1-mae:6011.53223 [1082] validation_0-mae:4437.91357 validation_1-mae:6010.84326 [1083] validation_0-mae:4437.40869 validation_1-mae:6010.80615 [1084] validation_0-mae:4436.85107 validation_1-mae:6010.68457 [1085] validation_0-mae:4434.96777 validation_1-mae:6009.73975 [1086] validation_0-mae:4434.66943 validation_1-mae:6009.97949 [1087] validation_0-mae:4433.65332 validation_1-mae:6010.15186 [1088] validation_0-mae:4433.50439 validation_1-mae:6010.06836 [1089] validation_0-mae:4432.26318 validation_1-mae:6009.96533 [1090] validation_0-mae:4430.58936 validation_1-mae:6009.87842 [1091] validation_0-mae:4429.86426 validation_1-mae:6010.19287 [1092] validation_0-mae:4428.78369 validation_1-mae:6010.23291 [1093] validation_0-mae:4427.66504 validation_1-mae:6010.03467 [1094] validation_0-mae:4426.70264 validation_1-mae:6009.89746 [1095] validation_0-mae:4425.40430 validation_1-mae:6009.58594 [1096] validation_0-mae:4423.90186 validation_1-mae:6009.27734 [1097] validation_0-mae:4423.12109 validation_1-mae:6009.25439 [1098] validation_0-mae:4422.27490 validation_1-mae:6009.22314 [1099] validation_0-mae:4421.31689 validation_1-mae:6009.44043 [1100] validation_0-mae:4420.11768 validation_1-mae:6009.65674 [1101] validation_0-mae:4419.83691 validation_1-mae:6009.88623 [1102] validation_0-mae:4417.98926 validation_1-mae:6009.58008 [1103] validation_0-mae:4416.63818 validation_1-mae:6009.73242 [1104] validation_0-mae:4415.69580 validation_1-mae:6009.76660 [1105] validation_0-mae:4414.79639 validation_1-mae:6010.03320 [1106] validation_0-mae:4412.21924 validation_1-mae:6008.91309 [1107] validation_0-mae:4410.64062 validation_1-mae:6008.88965 [1108] validation_0-mae:4409.11035 validation_1-mae:6008.72607 [1109] validation_0-mae:4408.01074 validation_1-mae:6008.53955 [1110] validation_0-mae:4406.82178 validation_1-mae:6009.09717 [1111] validation_0-mae:4405.82666 validation_1-mae:6009.14941 [1112] validation_0-mae:4404.35693 validation_1-mae:6009.08057 [1113] validation_0-mae:4403.37598 validation_1-mae:6009.18555 [1114] validation_0-mae:4402.46973 validation_1-mae:6009.32275 [1115] validation_0-mae:4401.31543 validation_1-mae:6009.22461 [1116] validation_0-mae:4400.71094 validation_1-mae:6009.50732 [1117] validation_0-mae:4399.70752 validation_1-mae:6009.61182 [1118] validation_0-mae:4398.86182 validation_1-mae:6009.18994 [1119] validation_0-mae:4398.17822 validation_1-mae:6008.79688 [1120] validation_0-mae:4397.89307 validation_1-mae:6008.72119 [1121] validation_0-mae:4396.00147 validation_1-mae:6008.12939 [1122] validation_0-mae:4395.45654 validation_1-mae:6008.48486 [1123] validation_0-mae:4394.81787 validation_1-mae:6008.20166 [1124] validation_0-mae:4394.18603 validation_1-mae:6008.26562 [1125] validation_0-mae:4393.05420 validation_1-mae:6007.80469 [1126] validation_0-mae:4392.21191 validation_1-mae:6008.19629 [1127] validation_0-mae:4392.10449 validation_1-mae:6008.25342 [1128] validation_0-mae:4391.98438 validation_1-mae:6008.31494 [1129] validation_0-mae:4391.50439 validation_1-mae:6007.81445 [1130] validation_0-mae:4390.10596 validation_1-mae:6007.09131 [1131] validation_0-mae:4388.56250 validation_1-mae:6006.53613 [1132] validation_0-mae:4387.27295 validation_1-mae:6006.99170 [1133] validation_0-mae:4385.07568 validation_1-mae:6008.05664 [1134] validation_0-mae:4383.85156 validation_1-mae:6008.63916 [1135] validation_0-mae:4383.03027 validation_1-mae:6009.20117 [1136] validation_0-mae:4381.56885 validation_1-mae:6008.44092 [1137] validation_0-mae:4380.40869 validation_1-mae:6007.92383 [1138] validation_0-mae:4378.88770 validation_1-mae:6008.05273 [1139] validation_0-mae:4377.59180 validation_1-mae:6008.26514 [1140] validation_0-mae:4376.42334 validation_1-mae:6007.94287 [1141] validation_0-mae:4375.05322 validation_1-mae:6007.47900 [1142] validation_0-mae:4373.72656 validation_1-mae:6006.61768 [1143] validation_0-mae:4373.21143 validation_1-mae:6006.40381 [1144] validation_0-mae:4371.74170 validation_1-mae:6006.21338 [1145] validation_0-mae:4370.44922 validation_1-mae:6006.55469 [1146] validation_0-mae:4368.89307 validation_1-mae:6006.41455 [1147] validation_0-mae:4367.76855 validation_1-mae:6006.91748 [1148] validation_0-mae:4366.53711 validation_1-mae:6006.78174 [1149] validation_0-mae:4365.22998 validation_1-mae:6006.44727 [1150] validation_0-mae:4364.12353 validation_1-mae:6006.10400 [1151] validation_0-mae:4363.20020 validation_1-mae:6005.91602 [1152] validation_0-mae:4361.99512 validation_1-mae:6005.72412 [1153] validation_0-mae:4361.34863 validation_1-mae:6005.49658 [1154] validation_0-mae:4361.11328 validation_1-mae:6005.61475 [1155] validation_0-mae:4360.82471 validation_1-mae:6005.72803 [1156] validation_0-mae:4359.70459 validation_1-mae:6005.55420 [1157] validation_0-mae:4358.23340 validation_1-mae:6005.78857 [1158] validation_0-mae:4357.31250 validation_1-mae:6005.28516 [1159] validation_0-mae:4356.45850 validation_1-mae:6005.56055 [1160] validation_0-mae:4354.61621 validation_1-mae:6005.58936 [1161] validation_0-mae:4353.52002 validation_1-mae:6005.42236 [1162] validation_0-mae:4351.96338 validation_1-mae:6005.27832 [1163] validation_0-mae:4350.68603 validation_1-mae:6004.96875 [1164] validation_0-mae:4350.34912 validation_1-mae:6005.17920 [1165] validation_0-mae:4349.59766 validation_1-mae:6005.51660 [1166] validation_0-mae:4348.12451 validation_1-mae:6005.62353 [1167] validation_0-mae:4346.81934 validation_1-mae:6005.54395 [1168] validation_0-mae:4346.65527 validation_1-mae:6005.55127 [1169] validation_0-mae:4346.06494 validation_1-mae:6005.38428 [1170] validation_0-mae:4344.96826 validation_1-mae:6005.68994 [1171] validation_0-mae:4343.91895 validation_1-mae:6005.48877 [1172] validation_0-mae:4342.83301 validation_1-mae:6005.48047 [1173] validation_0-mae:4341.40478 validation_1-mae:6006.00391 [1174] validation_0-mae:4340.53418 validation_1-mae:6006.22266 [1175] validation_0-mae:4339.03076 validation_1-mae:6006.32275 [1176] validation_0-mae:4338.47900 validation_1-mae:6006.20752 [1177] validation_0-mae:4337.40967 validation_1-mae:6006.66650 [1178] validation_0-mae:4336.30469 validation_1-mae:6006.61865 [1179] validation_0-mae:4334.77832 validation_1-mae:6006.33789 [1180] validation_0-mae:4333.27051 validation_1-mae:6006.71973 [1181] validation_0-mae:4332.24365 validation_1-mae:6006.57812 [1182] validation_0-mae:4330.95361 validation_1-mae:6006.26270 [1183] validation_0-mae:4330.12988 validation_1-mae:6005.71826 [1184] validation_0-mae:4329.33887 validation_1-mae:6005.71484 [1185] validation_0-mae:4328.18848 validation_1-mae:6005.36816 [1186] validation_0-mae:4326.78076 validation_1-mae:6004.93359 [1187] validation_0-mae:4326.44482 validation_1-mae:6004.79834 [1188] validation_0-mae:4326.27637 validation_1-mae:6004.91309 [1189] validation_0-mae:4325.14648 validation_1-mae:6004.35400 [1190] validation_0-mae:4324.11865 validation_1-mae:6005.49023 [1191] validation_0-mae:4323.51025 validation_1-mae:6005.22949 [1192] validation_0-mae:4322.57861 validation_1-mae:6005.17139 [1193] validation_0-mae:4321.93555 validation_1-mae:6005.18603 [1194] validation_0-mae:4321.22949 validation_1-mae:6004.63281 [1195] validation_0-mae:4320.06836 validation_1-mae:6004.39209 [1196] validation_0-mae:4319.02734 validation_1-mae:6004.39111 [1197] validation_0-mae:4318.41064 validation_1-mae:6004.64160 [1198] validation_0-mae:4318.26416 validation_1-mae:6004.69922 [1199] validation_0-mae:4317.19971 validation_1-mae:6004.66162 [1200] validation_0-mae:4316.48584 validation_1-mae:6005.12061 [1201] validation_0-mae:4314.39893 validation_1-mae:6004.63721 [1202] validation_0-mae:4313.24853 validation_1-mae:6004.63477 [1203] validation_0-mae:4312.16992 validation_1-mae:6004.12353 [1204] validation_0-mae:4311.71973 validation_1-mae:6004.38232 [1205] validation_0-mae:4311.00586 validation_1-mae:6004.39941 [1206] validation_0-mae:4309.63428 validation_1-mae:6004.55957 [1207] validation_0-mae:4309.01074 validation_1-mae:6004.88818 [1208] validation_0-mae:4307.85352 validation_1-mae:6004.52783 [1209] validation_0-mae:4306.64844 validation_1-mae:6004.88525 [1210] validation_0-mae:4305.51562 validation_1-mae:6005.09912 [1211] validation_0-mae:4304.75928 validation_1-mae:6004.96143 [1212] validation_0-mae:4303.83105 validation_1-mae:6004.99756 [1213] validation_0-mae:4303.52295 validation_1-mae:6005.10059 [1214] validation_0-mae:4301.98291 validation_1-mae:6005.32764 [1215] validation_0-mae:4301.01270 validation_1-mae:6005.27051 [1216] validation_0-mae:4300.14355 validation_1-mae:6004.95801 [1217] validation_0-mae:4299.59473 validation_1-mae:6004.39551 [1218] validation_0-mae:4299.16455 validation_1-mae:6004.31982 [1219] validation_0-mae:4298.66943 validation_1-mae:6004.06689 [1220] validation_0-mae:4297.88428 validation_1-mae:6003.87647 [1221] validation_0-mae:4296.50830 validation_1-mae:6004.14160 [1222] validation_0-mae:4295.97900 validation_1-mae:6004.25586 [1223] validation_0-mae:4295.25342 validation_1-mae:6004.32520 [1224] validation_0-mae:4294.56006 validation_1-mae:6004.90186 [1225] validation_0-mae:4293.78760 validation_1-mae:6004.89600 [1226] validation_0-mae:4292.12939 validation_1-mae:6004.70068 [1227] validation_0-mae:4291.75635 validation_1-mae:6004.43457 [1228] validation_0-mae:4290.67041 validation_1-mae:6004.07617 [1229] validation_0-mae:4290.39600 validation_1-mae:6003.97754 [1230] validation_0-mae:4289.13574 validation_1-mae:6004.23291 [1231] validation_0-mae:4286.01172 validation_1-mae:6002.70361 [1232] validation_0-mae:4285.46143 validation_1-mae:6002.62109 [1233] validation_0-mae:4284.88574 validation_1-mae:6002.65234 [1234] validation_0-mae:4284.30273 validation_1-mae:6002.42676 [1235] validation_0-mae:4283.70312 validation_1-mae:6002.20312 [1236] validation_0-mae:4283.21973 validation_1-mae:6002.23584 [1237] validation_0-mae:4281.85254 validation_1-mae:6002.43115 [1238] validation_0-mae:4281.73389 validation_1-mae:6002.41650 [1239] validation_0-mae:4281.17090 validation_1-mae:6002.53711 [1240] validation_0-mae:4280.43213 validation_1-mae:6002.50635 [1241] validation_0-mae:4279.80176 validation_1-mae:6002.48682 [1242] validation_0-mae:4279.69238 validation_1-mae:6002.52002 [1243] validation_0-mae:4278.94678 validation_1-mae:6002.18457 [1244] validation_0-mae:4278.24023 validation_1-mae:6002.30176 [1245] validation_0-mae:4277.73730 validation_1-mae:6002.27441 [1246] validation_0-mae:4276.80762 validation_1-mae:6001.90234 [1247] validation_0-mae:4274.77246 validation_1-mae:6000.94775 [1248] validation_0-mae:4273.61572 validation_1-mae:6001.03418 [1249] validation_0-mae:4272.60059 validation_1-mae:6000.39355 [1250] validation_0-mae:4271.63477 validation_1-mae:6000.69238 [1251] validation_0-mae:4271.21338 validation_1-mae:6000.97510 [1252] validation_0-mae:4270.47070 validation_1-mae:6001.21045 [1253] validation_0-mae:4270.03369 validation_1-mae:6001.24756 [1254] validation_0-mae:4268.67725 validation_1-mae:6000.62939 [1255] validation_0-mae:4266.75879 validation_1-mae:6000.44189 [1256] validation_0-mae:4266.05078 validation_1-mae:6000.40332 [1257] validation_0-mae:4264.73145 validation_1-mae:6000.70801 [1258] validation_0-mae:4262.56299 validation_1-mae:6000.62842 [1259] validation_0-mae:4260.25195 validation_1-mae:6001.26855 [1260] validation_0-mae:4259.29883 validation_1-mae:6001.31836 [1261] validation_0-mae:4258.36865 validation_1-mae:6001.55371 [1262] validation_0-mae:4257.22510 validation_1-mae:6001.60498 [1263] validation_0-mae:4255.85449 validation_1-mae:6001.44971 [1264] validation_0-mae:4255.17627 validation_1-mae:6001.21631 [1265] validation_0-mae:4254.78027 validation_1-mae:6001.44336 [1266] validation_0-mae:4253.05322 validation_1-mae:6001.07275 [1267] validation_0-mae:4252.35498 validation_1-mae:6001.17334 [1268] validation_0-mae:4251.35791 validation_1-mae:6001.15283 [1269] validation_0-mae:4250.86914 validation_1-mae:6000.89990 [1270] validation_0-mae:4250.52881 validation_1-mae:6000.98975 [1271] validation_0-mae:4249.20459 validation_1-mae:6001.14502 [1272] validation_0-mae:4247.91602 validation_1-mae:6001.12109 [1273] validation_0-mae:4246.64648 validation_1-mae:6000.74805 [1274] validation_0-mae:4246.03369 validation_1-mae:6000.43066 [1275] validation_0-mae:4245.20898 validation_1-mae:6000.42529 [1276] validation_0-mae:4244.77148 validation_1-mae:6000.30762 [1277] validation_0-mae:4244.36816 validation_1-mae:6000.20068 [1278] validation_0-mae:4243.11475 validation_1-mae:6000.05713 [1279] validation_0-mae:4242.20947 validation_1-mae:6000.18750 [1280] validation_0-mae:4241.44824 validation_1-mae:5999.86670 [1281] validation_0-mae:4240.55859 validation_1-mae:6000.80908 [1282] validation_0-mae:4240.45215 validation_1-mae:6000.77295 [1283] validation_0-mae:4239.92285 validation_1-mae:6000.83252 [1284] validation_0-mae:4239.37012 validation_1-mae:6000.96045 [1285] validation_0-mae:4238.59766 validation_1-mae:6000.88721 [1286] validation_0-mae:4238.12109 validation_1-mae:6001.03076 [1287] validation_0-mae:4237.58740 validation_1-mae:6001.02051 [1288] validation_0-mae:4237.54834 validation_1-mae:6001.05518 [1289] validation_0-mae:4236.52246 validation_1-mae:6000.64746 [1290] validation_0-mae:4235.92090 validation_1-mae:6000.82617 [1291] validation_0-mae:4234.95996 validation_1-mae:6000.59619 [1292] validation_0-mae:4233.73877 validation_1-mae:6000.25586 [1293] validation_0-mae:4232.33545 validation_1-mae:6000.51758 [1294] validation_0-mae:4231.11084 validation_1-mae:5999.76025 [1295] validation_0-mae:4229.73242 validation_1-mae:5999.11035 [1296] validation_0-mae:4228.12647 validation_1-mae:5999.08105 [1297] validation_0-mae:4227.25439 validation_1-mae:5999.03467 [1298] validation_0-mae:4226.88525 validation_1-mae:5998.84277 [1299] validation_0-mae:4226.78223 validation_1-mae:5998.91504 [1300] validation_0-mae:4226.23340 validation_1-mae:5999.08350 [1301] validation_0-mae:4225.67676 validation_1-mae:5998.93457 [1302] validation_0-mae:4224.39648 validation_1-mae:5997.90234 [1303] validation_0-mae:4223.81836 validation_1-mae:5997.96582 [1304] validation_0-mae:4223.41211 validation_1-mae:5997.84131 [1305] validation_0-mae:4222.12451 validation_1-mae:5998.11914 [1306] validation_0-mae:4221.24316 validation_1-mae:5997.97656 [1307] validation_0-mae:4220.24609 validation_1-mae:5997.32812 [1308] validation_0-mae:4219.66406 validation_1-mae:5997.30615 [1309] validation_0-mae:4218.75098 validation_1-mae:5997.51465 [1310] validation_0-mae:4218.16895 validation_1-mae:5997.15381 [1311] validation_0-mae:4216.97705 validation_1-mae:5996.35449 [1312] validation_0-mae:4216.39209 validation_1-mae:5996.06445 [1313] validation_0-mae:4215.68897 validation_1-mae:5995.33984 [1314] validation_0-mae:4214.67236 validation_1-mae:5995.29004 [1315] validation_0-mae:4214.36279 validation_1-mae:5995.34424 [1316] validation_0-mae:4213.89795 validation_1-mae:5995.42773 [1317] validation_0-mae:4213.37207 validation_1-mae:5995.84082 [1318] validation_0-mae:4213.04053 validation_1-mae:5995.66650 [1319] validation_0-mae:4212.59912 validation_1-mae:5995.73975 [1320] validation_0-mae:4211.60791 validation_1-mae:5996.23828 [1321] validation_0-mae:4210.30566 validation_1-mae:5996.15478 [1322] validation_0-mae:4209.29053 validation_1-mae:5996.30029 [1323] validation_0-mae:4208.27051 validation_1-mae:5996.21338 [1324] validation_0-mae:4207.36035 validation_1-mae:5996.31397 [1325] validation_0-mae:4205.52344 validation_1-mae:5995.94971 [1326] validation_0-mae:4205.15967 validation_1-mae:5996.31689 [1327] validation_0-mae:4204.27832 validation_1-mae:5996.34619 [1328] validation_0-mae:4203.81299 validation_1-mae:5996.30420 [1329] validation_0-mae:4203.14941 validation_1-mae:5996.56934 [1330] validation_0-mae:4202.73145 validation_1-mae:5996.33105 [1331] validation_0-mae:4202.41357 validation_1-mae:5996.41699 [1332] validation_0-mae:4202.03125 validation_1-mae:5996.27881 [1333] validation_0-mae:4200.70166 validation_1-mae:5996.57764 [1334] validation_0-mae:4199.40186 validation_1-mae:5996.65576 [1335] validation_0-mae:4198.72803 validation_1-mae:5997.03809 [1336] validation_0-mae:4198.06982 validation_1-mae:5997.11670 [1337] validation_0-mae:4196.26465 validation_1-mae:5996.06836 [1338] validation_0-mae:4194.68799 validation_1-mae:5996.39307 [1339] validation_0-mae:4193.43262 validation_1-mae:5996.59570 [1340] validation_0-mae:4192.19678 validation_1-mae:5996.41553 [1341] validation_0-mae:4190.85010 validation_1-mae:5996.17676 [1342] validation_0-mae:4190.19678 validation_1-mae:5996.53272 [1343] validation_0-mae:4188.65967 validation_1-mae:5996.74268 [1344] validation_0-mae:4187.72852 validation_1-mae:5996.68506 [1345] validation_0-mae:4186.51904 validation_1-mae:5996.51562 [1346] validation_0-mae:4185.55518 validation_1-mae:5996.65918 [1347] validation_0-mae:4184.96484 validation_1-mae:5996.59863 [1348] validation_0-mae:4183.91553 validation_1-mae:5996.50732 [1349] validation_0-mae:4182.71436 validation_1-mae:5995.78223 [1350] validation_0-mae:4181.71289 validation_1-mae:5996.31348 [1351] validation_0-mae:4180.96289 validation_1-mae:5996.32471 [1352] validation_0-mae:4180.40967 validation_1-mae:5996.52344 [1353] validation_0-mae:4179.90137 validation_1-mae:5996.57129 [1354] validation_0-mae:4179.02490 validation_1-mae:5996.42822 [1355] validation_0-mae:4178.05762 validation_1-mae:5996.14258 [1356] validation_0-mae:4177.47607 validation_1-mae:5996.07666 [1357] validation_0-mae:4176.59277 validation_1-mae:5995.80811 [1358] validation_0-mae:4175.70361 validation_1-mae:5996.55615 [1359] validation_0-mae:4174.62695 validation_1-mae:5996.83057 [1360] validation_0-mae:4173.86182 validation_1-mae:5996.82910 [1361] validation_0-mae:4172.91650 validation_1-mae:5997.07568 [1362] validation_0-mae:4172.32959 validation_1-mae:5997.31592 [1363] validation_0-mae:4171.21436 validation_1-mae:5997.34277 [1364] validation_0-mae:4170.59473 validation_1-mae:5997.29932 [1365] validation_0-mae:4170.17969 validation_1-mae:5997.21973 [1366] validation_0-mae:4169.10986 validation_1-mae:5997.44336 [1367] validation_0-mae:4168.36816 validation_1-mae:5997.73291 [1368] validation_0-mae:4167.39355 validation_1-mae:5998.17627 [1369] validation_0-mae:4166.46533 validation_1-mae:5998.46436 [1370] validation_0-mae:4165.98242 validation_1-mae:5998.58984 [1371] validation_0-mae:4165.22314 validation_1-mae:5998.50342 [1372] validation_0-mae:4164.25830 validation_1-mae:5998.85156 [1373] validation_0-mae:4163.03906 validation_1-mae:5999.05029 [1374] validation_0-mae:4162.36230 validation_1-mae:5998.85938 [1375] validation_0-mae:4161.33203 validation_1-mae:5998.77686 [1376] validation_0-mae:4160.50977 validation_1-mae:5998.50098 [1377] validation_0-mae:4158.92529 validation_1-mae:5997.55176 [1378] validation_0-mae:4157.62305 validation_1-mae:5997.97070 [1379] validation_0-mae:4157.36084 validation_1-mae:5998.09522 [1380] validation_0-mae:4156.02295 validation_1-mae:5998.14062 [1381] validation_0-mae:4155.19971 validation_1-mae:5998.10596 [1382] validation_0-mae:4154.83350 validation_1-mae:5997.97900 [1383] validation_0-mae:4154.07910 validation_1-mae:5997.71826 [1384] validation_0-mae:4152.92236 validation_1-mae:5997.58057 [1385] validation_0-mae:4152.77344 validation_1-mae:5997.69580 [1386] validation_0-mae:4152.55127 validation_1-mae:5997.71484 [1387] validation_0-mae:4152.04834 validation_1-mae:5997.83838 [1388] validation_0-mae:4151.48730 validation_1-mae:5997.72510 [1389] validation_0-mae:4151.40674 validation_1-mae:5997.68262 [1390] validation_0-mae:4151.35352 validation_1-mae:5997.68262 [1391] validation_0-mae:4150.92188 validation_1-mae:5997.95264 [1392] validation_0-mae:4150.35303 validation_1-mae:5998.03711 [1393] validation_0-mae:4149.59033 validation_1-mae:5997.56641 [1394] validation_0-mae:4148.05615 validation_1-mae:5998.00342 [1395] validation_0-mae:4146.70361 validation_1-mae:5997.68652 [1396] validation_0-mae:4146.18994 validation_1-mae:5997.79590 [1397] validation_0-mae:4145.40478 validation_1-mae:5998.20508 [1398] validation_0-mae:4144.03613 validation_1-mae:5997.90088 [1399] validation_0-mae:4142.92285 validation_1-mae:5997.84619 [1400] validation_0-mae:4142.22119 validation_1-mae:5997.80664 [1401] validation_0-mae:4140.10059 validation_1-mae:5997.95312 [1402] validation_0-mae:4139.03857 validation_1-mae:5997.82129 [1403] validation_0-mae:4138.08838 validation_1-mae:5997.68799 [1404] validation_0-mae:4137.04834 validation_1-mae:5997.93408 [1405] validation_0-mae:4135.93945 validation_1-mae:5998.58301 [1406] validation_0-mae:4133.99853 validation_1-mae:5999.22656 [1407] validation_0-mae:4132.59473 validation_1-mae:5998.51416 [1408] validation_0-mae:4131.48096 validation_1-mae:5998.75195 [1409] validation_0-mae:4130.14795 validation_1-mae:5998.64355 [1410] validation_0-mae:4128.71973 validation_1-mae:5998.49902 [1411] validation_0-mae:4127.04102 validation_1-mae:5998.59814 [1412] validation_0-mae:4125.85840 validation_1-mae:5998.87793 [1413] validation_0-mae:4124.26270 validation_1-mae:5998.95850 [1414] validation_0-mae:4123.62353 validation_1-mae:5998.69141 [1415] validation_0-mae:4123.15918 validation_1-mae:5998.68945 [1416] validation_0-mae:4122.19727 validation_1-mae:5998.59863 [1417] validation_0-mae:4121.91309 validation_1-mae:5998.44531 [1418] validation_0-mae:4121.39307 validation_1-mae:5998.72949 [1419] validation_0-mae:4120.63867 validation_1-mae:5998.64404 [1420] validation_0-mae:4119.87305 validation_1-mae:5998.96143 [1421] validation_0-mae:4118.58496 validation_1-mae:5998.44727 [1422] validation_0-mae:4117.89502 validation_1-mae:5998.34228 [1423] validation_0-mae:4116.70703 validation_1-mae:5999.13965 [1424] validation_0-mae:4116.14893 validation_1-mae:5999.09228 [1425] validation_0-mae:4115.40723 validation_1-mae:5999.15039 [1426] validation_0-mae:4114.27344 validation_1-mae:5999.28662 [1427] validation_0-mae:4112.86621 validation_1-mae:5998.99609 [1428] validation_0-mae:4111.94141 validation_1-mae:5999.03076 [1429] validation_0-mae:4111.77978 validation_1-mae:5998.93164 [1430] validation_0-mae:4111.65772 validation_1-mae:5998.75586 [1431] validation_0-mae:4111.59277 validation_1-mae:5998.75195 [1432] validation_0-mae:4111.29199 validation_1-mae:5999.10791 [1433] validation_0-mae:4110.49365 validation_1-mae:5999.49121 [1434] validation_0-mae:4109.76562 validation_1-mae:5999.34277 [1435] validation_0-mae:4108.76953 validation_1-mae:5999.82227 [1436] validation_0-mae:4108.33984 validation_1-mae:5999.46436 [1437] validation_0-mae:4107.33789 validation_1-mae:5999.35791 [1438] validation_0-mae:4106.18799 validation_1-mae:5999.08105 [1439] validation_0-mae:4105.40088 validation_1-mae:5999.24512 [1440] validation_0-mae:4104.64844 validation_1-mae:5998.74121 [1441] validation_0-mae:4104.20605 validation_1-mae:5998.87549 [1442] validation_0-mae:4103.53955 validation_1-mae:5999.02588 [1443] validation_0-mae:4103.09619 validation_1-mae:5998.96436 [1444] validation_0-mae:4102.38916 validation_1-mae:5999.14600 [1445] validation_0-mae:4102.08789 validation_1-mae:5999.33447 [1446] validation_0-mae:4101.37500 validation_1-mae:5998.92676 [1447] validation_0-mae:4100.10107 validation_1-mae:5999.18555 [1448] validation_0-mae:4098.67236 validation_1-mae:5999.11719 [1449] validation_0-mae:4097.95410 validation_1-mae:5999.00244 [1450] validation_0-mae:4096.94043 validation_1-mae:5999.21240 [1451] validation_0-mae:4096.02148 validation_1-mae:5999.29883 [1452] validation_0-mae:4095.08520 validation_1-mae:5999.16309 [1453] validation_0-mae:4094.35278 validation_1-mae:5998.86865 [1454] validation_0-mae:4093.77490 validation_1-mae:5999.25391 [1455] validation_0-mae:4093.08618 validation_1-mae:5998.73389 [1456] validation_0-mae:4092.20361 validation_1-mae:5998.73877 [1457] validation_0-mae:4090.99951 validation_1-mae:5998.51660 [1458] validation_0-mae:4089.26099 validation_1-mae:5998.03125 [1459] validation_0-mae:4087.97339 validation_1-mae:5997.75732 [1460] validation_0-mae:4087.02344 validation_1-mae:5997.77148 [1461] validation_0-mae:4086.38306 validation_1-mae:5998.05566 [1462] validation_0-mae:4085.12695 validation_1-mae:5997.77686 [1463] validation_0-mae:4084.31934 validation_1-mae:5998.20605 [1464] validation_0-mae:4083.69092 validation_1-mae:5997.89453 [1465] validation_0-mae:4082.26172 validation_1-mae:5997.47266 [1466] validation_0-mae:4081.49854 validation_1-mae:5997.31982 [1467] validation_0-mae:4080.21338 validation_1-mae:5997.36328 [1468] validation_0-mae:4078.79028 validation_1-mae:5996.85889 [1469] validation_0-mae:4077.88184 validation_1-mae:5997.03320 [1470] validation_0-mae:4076.59253 validation_1-mae:5997.30176 [1471] validation_0-mae:4075.32300 validation_1-mae:5997.62158 [1472] validation_0-mae:4073.85962 validation_1-mae:5998.43164 [1473] validation_0-mae:4072.90527 validation_1-mae:5998.74756 [1474] validation_0-mae:4072.30273 validation_1-mae:5998.77832 [1475] validation_0-mae:4071.27979 validation_1-mae:5998.53613 [1476] validation_0-mae:4070.57202 validation_1-mae:5998.65381 [1477] validation_0-mae:4070.00000 validation_1-mae:5998.89062 [1478] validation_0-mae:4068.70874 validation_1-mae:5998.50928 [1479] validation_0-mae:4068.11401 validation_1-mae:5998.33838 [1480] validation_0-mae:4067.36865 validation_1-mae:5999.06397 [1481] validation_0-mae:4066.24707 validation_1-mae:5999.46289 [1482] validation_0-mae:4065.86719 validation_1-mae:5999.45215 [1483] validation_0-mae:4065.61084 validation_1-mae:5999.41406 [1484] validation_0-mae:4065.26416 validation_1-mae:5999.36572 [1485] validation_0-mae:4064.84888 validation_1-mae:5999.56201 [1486] validation_0-mae:4064.59497 validation_1-mae:5999.60791 [1487] validation_0-mae:4063.81250 validation_1-mae:5999.42383 [1488] validation_0-mae:4062.47144 validation_1-mae:5999.70264 [1489] validation_0-mae:4061.74731 validation_1-mae:5999.94336 [1490] validation_0-mae:4060.34448 validation_1-mae:5999.97070 [1491] validation_0-mae:4059.32642 validation_1-mae:5999.48535 [1492] validation_0-mae:4058.96484 validation_1-mae:5999.92676 [1493] validation_0-mae:4057.95459 validation_1-mae:5999.80566 [1494] validation_0-mae:4056.99414 validation_1-mae:5999.85205 [1495] validation_0-mae:4056.50024 validation_1-mae:5999.45898 [1496] validation_0-mae:4056.43188 validation_1-mae:5999.48291 [1497] validation_0-mae:4055.88843 validation_1-mae:5999.48975 [1498] validation_0-mae:4055.25317 validation_1-mae:5999.58887 [1499] validation_0-mae:4054.18384 validation_1-mae:5999.51367 [1500] validation_0-mae:4053.63525 validation_1-mae:5999.79541 [1501] validation_0-mae:4052.87769 validation_1-mae:5999.82031 [1502] validation_0-mae:4052.06616 validation_1-mae:5999.90820 [1503] validation_0-mae:4050.32251 validation_1-mae:6000.37988 [1504] validation_0-mae:4049.42188 validation_1-mae:6000.82568 [1505] validation_0-mae:4049.11475 validation_1-mae:6000.84180 [1506] validation_0-mae:4047.81226 validation_1-mae:6000.75928 [1507] validation_0-mae:4046.83398 validation_1-mae:6000.54785 [1508] validation_0-mae:4045.28857 validation_1-mae:5999.61182 [1509] validation_0-mae:4044.93579 validation_1-mae:5999.53906 [1510] validation_0-mae:4043.53027 validation_1-mae:5999.52246 [1511] validation_0-mae:4043.26685 validation_1-mae:5999.54150 [1512] validation_0-mae:4041.92969 validation_1-mae:5999.82227 [1513] validation_0-mae:4041.08203 validation_1-mae:6000.26758 [1514] validation_0-mae:4039.92334 validation_1-mae:6000.10449 [1515] validation_0-mae:4038.57959 validation_1-mae:5999.94482 [1516] validation_0-mae:4037.66382 validation_1-mae:5999.74707 [1517] validation_0-mae:4037.16382 validation_1-mae:5999.88477 [1518] validation_0-mae:4037.09448 validation_1-mae:5999.86230 [1519] validation_0-mae:4036.61548 validation_1-mae:6000.02051 [1520] validation_0-mae:4035.73877 validation_1-mae:6000.41162 [1521] validation_0-mae:4035.44287 validation_1-mae:6000.43750 [1522] validation_0-mae:4034.39111 validation_1-mae:6000.43018 [1523] validation_0-mae:4033.20215 validation_1-mae:6000.22070 [1524] validation_0-mae:4032.98413 validation_1-mae:6000.27783 [1525] validation_0-mae:4032.95215 validation_1-mae:6000.27344 [1526] validation_0-mae:4032.68555 validation_1-mae:6000.32178 [1527] validation_0-mae:4032.25855 validation_1-mae:6000.05762 [1528] validation_0-mae:4031.67969 validation_1-mae:6000.08447 [1529] validation_0-mae:4031.15356 validation_1-mae:5999.75098 [1530] validation_0-mae:4030.79272 validation_1-mae:5999.45068 [1531] validation_0-mae:4029.92212 validation_1-mae:5999.39795 [1532] validation_0-mae:4028.63965 validation_1-mae:5999.31885 [1533] validation_0-mae:4027.68530 validation_1-mae:5999.26611 [1534] validation_0-mae:4026.62256 validation_1-mae:5999.85889 [1535] validation_0-mae:4025.07812 validation_1-mae:6000.33057 [1536] validation_0-mae:4024.31763 validation_1-mae:6000.12891 [1537] validation_0-mae:4023.28149 validation_1-mae:6000.28320 [1538] validation_0-mae:4022.84351 validation_1-mae:6000.14893 [1539] validation_0-mae:4022.29346 validation_1-mae:6000.21436 [1540] validation_0-mae:4021.12573 validation_1-mae:5999.62842 [1541] validation_0-mae:4019.94043 validation_1-mae:5999.86035 [1542] validation_0-mae:4019.07080 validation_1-mae:5999.81445 [1543] validation_0-mae:4017.48999 validation_1-mae:5999.52002 [1544] validation_0-mae:4016.23999 validation_1-mae:5999.29102 [1545] validation_0-mae:4014.89770 validation_1-mae:5999.30273 [1546] validation_0-mae:4013.96729 validation_1-mae:5999.00391 [1547] validation_0-mae:4013.06006 validation_1-mae:5998.60352 [1548] validation_0-mae:4012.20215 validation_1-mae:5998.51270 [1549] validation_0-mae:4011.44312 validation_1-mae:5998.53857 [1550] validation_0-mae:4010.71997 validation_1-mae:5998.49512 [1551] validation_0-mae:4009.95801 validation_1-mae:5998.72314 [1552] validation_0-mae:4008.98584 validation_1-mae:5998.58008 [1553] validation_0-mae:4008.23999 validation_1-mae:5998.69580 [1554] validation_0-mae:4007.68994 validation_1-mae:5998.68115 [1555] validation_0-mae:4006.96729 validation_1-mae:5998.62305 [1556] validation_0-mae:4006.37695 validation_1-mae:5998.76611 [1557] validation_0-mae:4005.36841 validation_1-mae:5999.31689 [1558] validation_0-mae:4004.79248 validation_1-mae:5999.35498 [1559] validation_0-mae:4003.17773 validation_1-mae:5999.19629 [1560] validation_0-mae:4002.40381 validation_1-mae:5999.28369 [1561] validation_0-mae:4001.92993 validation_1-mae:5999.29834 [1562] validation_0-mae:4000.64356 validation_1-mae:5998.97998 [1563] validation_0-mae:3999.58447 validation_1-mae:5998.41309 [1564] validation_0-mae:3998.73706 validation_1-mae:5998.63525 [1565] validation_0-mae:3997.90967 validation_1-mae:5998.58789 [1566] validation_0-mae:3997.35205 validation_1-mae:5998.55713 [1567] validation_0-mae:3997.13721 validation_1-mae:5998.46338 [1568] validation_0-mae:3996.69605 validation_1-mae:5998.96289 [1569] validation_0-mae:3996.22021 validation_1-mae:5998.92725 [1570] validation_0-mae:3995.06152 validation_1-mae:5999.50830 [1571] validation_0-mae:3993.22925 validation_1-mae:5999.31299 [1572] validation_0-mae:3992.60913 validation_1-mae:5999.03955 [1573] validation_0-mae:3991.50122 validation_1-mae:5999.49463 [1574] validation_0-mae:3990.61670 validation_1-mae:5999.42725 [1575] validation_0-mae:3989.49536 validation_1-mae:5999.64209 [1576] validation_0-mae:3988.18970 validation_1-mae:5999.99756 [1577] validation_0-mae:3986.63062 validation_1-mae:6000.34277 [1578] validation_0-mae:3985.71582 validation_1-mae:6000.54834 [1579] validation_0-mae:3984.94971 validation_1-mae:6001.06445 [1580] validation_0-mae:3983.86768 validation_1-mae:6002.22022 [1581] validation_0-mae:3982.35815 validation_1-mae:6002.65674 [1582] validation_0-mae:3982.03345 validation_1-mae:6002.50195 [1583] validation_0-mae:3981.29028 validation_1-mae:6002.22559 [1584] validation_0-mae:3980.55200 validation_1-mae:6002.19922 [1585] validation_0-mae:3979.33374 validation_1-mae:6002.00195 [1586] validation_0-mae:3978.79981 validation_1-mae:6002.05518 [1587] validation_0-mae:3977.60791 validation_1-mae:6002.32324 [1588] validation_0-mae:3975.89038 validation_1-mae:6001.49707 [1589] validation_0-mae:3974.73877 validation_1-mae:6001.61230 [1590] validation_0-mae:3973.87134 validation_1-mae:6001.53174 [1591] validation_0-mae:3973.27515 validation_1-mae:6001.92236 [1592] validation_0-mae:3972.80249 validation_1-mae:6001.98193 [1593] validation_0-mae:3971.79663 validation_1-mae:6002.18262 [1594] validation_0-mae:3971.38452 validation_1-mae:6002.06006 [1595] validation_0-mae:3970.83594 validation_1-mae:6001.84473 [1596] validation_0-mae:3970.42993 validation_1-mae:6001.81397 [1597] validation_0-mae:3970.38355 validation_1-mae:6001.86963 [1598] validation_0-mae:3968.60498 validation_1-mae:6001.00781 [1599] validation_0-mae:3968.15894 validation_1-mae:6001.09277 [1600] validation_0-mae:3967.61938 validation_1-mae:6001.04102 [1601] validation_0-mae:3967.11768 validation_1-mae:6000.74219 [1602] validation_0-mae:3966.77661 validation_1-mae:6000.64746 [1603] validation_0-mae:3965.68701 validation_1-mae:6000.50049 [1604] validation_0-mae:3965.35010 validation_1-mae:6000.43750 [1605] validation_0-mae:3964.70874 validation_1-mae:6000.14160 [1606] validation_0-mae:3963.87817 validation_1-mae:5999.91455 [1607] validation_0-mae:3962.90747 validation_1-mae:6000.05518 [1608] validation_0-mae:3962.30469 validation_1-mae:6000.18164 [1609] validation_0-mae:3961.94678 validation_1-mae:6000.24805 [1610] validation_0-mae:3960.92749 validation_1-mae:6000.78027 [1611] validation_0-mae:3959.48657 validation_1-mae:6000.68018 [1612] validation_0-mae:3958.95435 validation_1-mae:6000.93945 [1613] validation_0-mae:3958.47559 validation_1-mae:6001.12939 [1614] validation_0-mae:3958.26050 validation_1-mae:6000.88672 [1615] validation_0-mae:3957.57739 validation_1-mae:6001.17969 [1616] validation_0-mae:3957.07056 validation_1-mae:6001.53223 [1617] validation_0-mae:3956.37622 validation_1-mae:6001.57324 [1618] validation_0-mae:3956.11206 validation_1-mae:6001.52295 [1619] validation_0-mae:3955.72656 validation_1-mae:6001.75977 [1620] validation_0-mae:3954.51538 validation_1-mae:6002.00488 [1621] validation_0-mae:3953.22290 validation_1-mae:6001.60645 [1622] validation_0-mae:3951.92969 validation_1-mae:6002.44678 [1623] validation_0-mae:3951.42773 validation_1-mae:6002.36670 [1624] validation_0-mae:3951.01929 validation_1-mae:6002.53076 [1625] validation_0-mae:3950.30029 validation_1-mae:6002.81885 [1626] validation_0-mae:3949.72998 validation_1-mae:6002.88086 [1627] validation_0-mae:3948.78174 validation_1-mae:6003.42285 [1628] validation_0-mae:3947.99731 validation_1-mae:6003.16406 [1629] validation_0-mae:3946.91650 validation_1-mae:6003.28857 [1630] validation_0-mae:3945.75635 validation_1-mae:6003.20264 [1631] validation_0-mae:3944.64233 validation_1-mae:6002.84766 [1632] validation_0-mae:3943.49878 validation_1-mae:6002.42090 [1633] validation_0-mae:3942.24829 validation_1-mae:6001.95898 [1634] validation_0-mae:3941.40112 validation_1-mae:6001.89648 [1635] validation_0-mae:3940.08984 validation_1-mae:6001.94678 [1636] validation_0-mae:3938.94678 validation_1-mae:6001.65186 [1637] validation_0-mae:3938.06763 validation_1-mae:6001.66113 [1638] validation_0-mae:3936.86328 validation_1-mae:6001.87353 [1639] validation_0-mae:3935.82666 validation_1-mae:6001.60693 [1640] validation_0-mae:3935.13379 validation_1-mae:6001.54883 [1641] validation_0-mae:3934.31885 validation_1-mae:6001.45996 [1642] validation_0-mae:3933.42310 validation_1-mae:6001.35596 [1643] validation_0-mae:3932.27173 validation_1-mae:6000.90039 [1644] validation_0-mae:3931.57227 validation_1-mae:6000.67871 [1645] validation_0-mae:3930.45703 validation_1-mae:6000.51318 [1646] validation_0-mae:3929.55151 validation_1-mae:6000.29102 [1647] validation_0-mae:3928.99951 validation_1-mae:6000.72461 [1648] validation_0-mae:3928.55493 validation_1-mae:6000.74512 [1649] validation_0-mae:3927.99561 validation_1-mae:6000.53906 [1650] validation_0-mae:3926.89307 validation_1-mae:6000.58838 [1651] validation_0-mae:3926.12451 validation_1-mae:6000.49365 [1652] validation_0-mae:3925.32324 validation_1-mae:6000.21777 [1653] validation_0-mae:3924.21387 validation_1-mae:5999.98926 [1654] validation_0-mae:3923.05957 validation_1-mae:6000.25635 [1655] validation_0-mae:3922.30688 validation_1-mae:6000.59619 [1656] validation_0-mae:3921.63355 validation_1-mae:6000.51807 [1657] validation_0-mae:3920.54541 validation_1-mae:5999.54980 [1658] validation_0-mae:3920.38843 validation_1-mae:5999.77881 [1659] validation_0-mae:3919.90356 validation_1-mae:5999.84228 [1660] validation_0-mae:3919.78809 validation_1-mae:5999.84619 [1661] validation_0-mae:3919.71753 validation_1-mae:5999.83594 [1662] validation_0-mae:3919.28101 validation_1-mae:5999.92236 [1663] validation_0-mae:3918.82861 validation_1-mae:5999.93018 [1664] validation_0-mae:3916.95483 validation_1-mae:6000.41504 [1665] validation_0-mae:3916.08936 validation_1-mae:6000.38867 [1666] validation_0-mae:3915.47437 validation_1-mae:6000.55811 [1667] validation_0-mae:3914.63330 validation_1-mae:6000.41406 [1668] validation_0-mae:3914.30688 validation_1-mae:6000.29980 [1669] validation_0-mae:3914.17847 validation_1-mae:6000.18066 [1670] validation_0-mae:3913.84033 validation_1-mae:6000.16602 [1671] validation_0-mae:3913.47632 validation_1-mae:6000.25195 [1672] validation_0-mae:3913.36182 validation_1-mae:6000.21631 [1673] validation_0-mae:3913.14331 validation_1-mae:6000.25000 [1674] validation_0-mae:3912.41382 validation_1-mae:6000.01611 [1675] validation_0-mae:3911.57568 validation_1-mae:5999.82715 [1676] validation_0-mae:3910.50952 validation_1-mae:5999.66016 [1677] validation_0-mae:3909.49634 validation_1-mae:5999.48535 [1678] validation_0-mae:3908.74731 validation_1-mae:5999.30225 [1679] validation_0-mae:3908.01807 validation_1-mae:5999.14990 [1680] validation_0-mae:3907.52515 validation_1-mae:5999.23633 [1681] validation_0-mae:3906.80908 validation_1-mae:5999.23779 [1682] validation_0-mae:3905.80835 validation_1-mae:5999.10156 [1683] validation_0-mae:3904.16211 validation_1-mae:5998.17139 [1684] validation_0-mae:3903.62549 validation_1-mae:5998.23877 [1685] validation_0-mae:3902.98755 validation_1-mae:5998.87549 [1686] validation_0-mae:3902.40698 validation_1-mae:5999.00977 [1687] validation_0-mae:3901.72534 validation_1-mae:5998.85352 [1688] validation_0-mae:3901.14258 validation_1-mae:5998.88672 [1689] validation_0-mae:3900.23950 validation_1-mae:5999.27734 [1690] validation_0-mae:3899.70850 validation_1-mae:5999.40625 [1691] validation_0-mae:3899.13989 validation_1-mae:5999.50195 [1692] validation_0-mae:3898.61499 validation_1-mae:5999.46875 [1693] validation_0-mae:3897.65356 validation_1-mae:5999.53076 [1694] validation_0-mae:3896.96118 validation_1-mae:5999.91748 [1695] validation_0-mae:3896.55811 validation_1-mae:5999.81689 [1696] validation_0-mae:3895.71143 validation_1-mae:5999.53320 [1697] validation_0-mae:3894.55981 validation_1-mae:5999.57373 [1698] validation_0-mae:3893.67505 validation_1-mae:5999.54785 [1699] validation_0-mae:3892.72949 validation_1-mae:5999.73047 Dropping: polo [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.80371 validation_1-mae:9622.95019 [14] validation_0-mae:9418.69336 validation_1-mae:9232.30078 [15] validation_0-mae:9084.21289 validation_1-mae:8904.87988 [16] validation_0-mae:8802.56641 validation_1-mae:8633.47754 [17] validation_0-mae:8567.59277 validation_1-mae:8407.86523 [18] validation_0-mae:8374.69629 validation_1-mae:8219.55859 [19] validation_0-mae:8212.52734 validation_1-mae:8065.69775 [20] validation_0-mae:8070.86816 validation_1-mae:7941.07178 [21] validation_0-mae:7947.77051 validation_1-mae:7833.37158 [22] validation_0-mae:7848.96973 validation_1-mae:7743.82617 [23] validation_0-mae:7764.99853 validation_1-mae:7672.13184 [24] validation_0-mae:7681.75684 validation_1-mae:7596.27686 [25] validation_0-mae:7610.13525 validation_1-mae:7535.12647 [26] validation_0-mae:7554.54248 validation_1-mae:7488.26807 [27] validation_0-mae:7495.65088 validation_1-mae:7436.64990 [28] validation_0-mae:7441.41260 validation_1-mae:7388.78955 [29] validation_0-mae:7395.20020 validation_1-mae:7346.59912 [30] validation_0-mae:7349.05713 validation_1-mae:7307.22559 [31] validation_0-mae:7319.26416 validation_1-mae:7287.37500 [32] validation_0-mae:7289.44824 validation_1-mae:7266.21484 [33] validation_0-mae:7252.65967 validation_1-mae:7237.34717 [34] validation_0-mae:7223.99268 validation_1-mae:7217.68457 [35] validation_0-mae:7201.41113 validation_1-mae:7202.91406 [36] validation_0-mae:7179.48633 validation_1-mae:7193.08203 [37] validation_0-mae:7151.17529 validation_1-mae:7168.98193 [38] validation_0-mae:7135.03760 validation_1-mae:7158.81982 [39] validation_0-mae:7117.21826 validation_1-mae:7149.05371 [40] validation_0-mae:7097.82227 validation_1-mae:7137.90820 [41] validation_0-mae:7078.06641 validation_1-mae:7125.69727 [42] validation_0-mae:7056.33594 validation_1-mae:7106.91406 [43] validation_0-mae:7034.30664 validation_1-mae:7089.43164 [44] validation_0-mae:7022.50244 validation_1-mae:7078.84863 [45] validation_0-mae:7007.51709 validation_1-mae:7071.93848 [46] validation_0-mae:6993.89307 validation_1-mae:7063.59766 [47] validation_0-mae:6975.72119 validation_1-mae:7050.17773 [48] validation_0-mae:6957.72607 validation_1-mae:7034.20898 [49] validation_0-mae:6939.78516 validation_1-mae:7019.60840 [50] validation_0-mae:6927.30859 validation_1-mae:7011.62451 [51] validation_0-mae:6907.96924 validation_1-mae:6996.03418 [52] validation_0-mae:6893.74072 validation_1-mae:6984.45703 [53] validation_0-mae:6878.62451 validation_1-mae:6971.54688 [54] validation_0-mae:6867.94727 validation_1-mae:6964.97461 [55] validation_0-mae:6852.49219 validation_1-mae:6955.23828 [56] validation_0-mae:6841.45264 validation_1-mae:6951.64014 [57] validation_0-mae:6825.98682 validation_1-mae:6937.62500 [58] validation_0-mae:6809.37939 validation_1-mae:6927.46826 [59] validation_0-mae:6793.39160 validation_1-mae:6912.62988 [60] validation_0-mae:6784.61230 validation_1-mae:6904.74463 [61] validation_0-mae:6772.58008 validation_1-mae:6897.51562 [62] validation_0-mae:6762.13428 validation_1-mae:6890.05469 [63] validation_0-mae:6746.68213 validation_1-mae:6881.44531 [64] validation_0-mae:6735.49609 validation_1-mae:6875.46924 [65] validation_0-mae:6718.38184 validation_1-mae:6861.82471 [66] validation_0-mae:6707.12451 validation_1-mae:6853.53223 [67] validation_0-mae:6688.61328 validation_1-mae:6836.58789 [68] validation_0-mae:6674.89453 validation_1-mae:6824.86035 [69] validation_0-mae:6668.98682 validation_1-mae:6820.42725 [70] validation_0-mae:6658.47656 validation_1-mae:6813.39551 [71] validation_0-mae:6647.86426 validation_1-mae:6805.49219 [72] validation_0-mae:6638.94385 validation_1-mae:6801.84375 [73] validation_0-mae:6629.69189 validation_1-mae:6796.85059 [74] validation_0-mae:6619.02539 validation_1-mae:6787.78955 [75] validation_0-mae:6604.44482 validation_1-mae:6776.37988 [76] validation_0-mae:6599.28662 validation_1-mae:6771.15527 [77] validation_0-mae:6591.33789 validation_1-mae:6766.11035 [78] validation_0-mae:6584.48145 validation_1-mae:6760.72168 [79] validation_0-mae:6572.25391 validation_1-mae:6754.43897 [80] validation_0-mae:6564.45068 validation_1-mae:6749.56103 [81] validation_0-mae:6558.56982 validation_1-mae:6745.88232 [82] validation_0-mae:6545.74219 validation_1-mae:6736.87305 [83] validation_0-mae:6537.11719 validation_1-mae:6732.17773 [84] validation_0-mae:6523.77539 validation_1-mae:6722.49072 [85] validation_0-mae:6516.99561 validation_1-mae:6719.06494 [86] validation_0-mae:6507.63184 validation_1-mae:6712.00977 [87] validation_0-mae:6501.32178 validation_1-mae:6706.62305 [88] validation_0-mae:6493.46728 validation_1-mae:6702.53272 [89] validation_0-mae:6482.60791 validation_1-mae:6694.83838 [90] validation_0-mae:6477.85400 validation_1-mae:6691.18359 [91] validation_0-mae:6474.46728 validation_1-mae:6688.90430 [92] validation_0-mae:6465.39697 validation_1-mae:6680.91602 [93] validation_0-mae:6458.39795 validation_1-mae:6675.26807 [94] validation_0-mae:6449.56787 validation_1-mae:6671.46826 [95] validation_0-mae:6442.94482 validation_1-mae:6668.07275 [96] validation_0-mae:6434.74707 validation_1-mae:6662.63867 [97] validation_0-mae:6426.53955 validation_1-mae:6655.07764 [98] validation_0-mae:6421.06982 validation_1-mae:6652.19385 [99] validation_0-mae:6416.51270 validation_1-mae:6650.29248 [100] validation_0-mae:6408.71143 validation_1-mae:6644.65381 [101] validation_0-mae:6402.13770 validation_1-mae:6640.05273 [102] validation_0-mae:6397.58643 validation_1-mae:6638.50098 [103] validation_0-mae:6392.11719 validation_1-mae:6634.29541 [104] validation_0-mae:6386.76172 validation_1-mae:6629.98535 [105] validation_0-mae:6382.51367 validation_1-mae:6628.18311 [106] validation_0-mae:6375.18359 validation_1-mae:6623.65137 [107] validation_0-mae:6367.44043 validation_1-mae:6618.19580 [108] validation_0-mae:6362.49219 validation_1-mae:6617.20508 [109] validation_0-mae:6355.62891 validation_1-mae:6612.71338 [110] validation_0-mae:6351.35107 validation_1-mae:6609.44873 [111] validation_0-mae:6344.04102 validation_1-mae:6605.38916 [112] validation_0-mae:6339.61768 validation_1-mae:6602.71533 [113] validation_0-mae:6336.64551 validation_1-mae:6599.93066 [114] validation_0-mae:6330.38379 validation_1-mae:6596.86523 [115] validation_0-mae:6324.76172 validation_1-mae:6595.31836 [116] validation_0-mae:6316.20459 validation_1-mae:6589.21582 [117] validation_0-mae:6309.02100 validation_1-mae:6583.81885 [118] validation_0-mae:6305.00732 validation_1-mae:6582.70898 [119] validation_0-mae:6299.38672 validation_1-mae:6579.20508 [120] validation_0-mae:6294.80225 validation_1-mae:6577.31836 [121] validation_0-mae:6291.96387 validation_1-mae:6575.27588 [122] validation_0-mae:6287.02588 validation_1-mae:6573.19189 [123] validation_0-mae:6282.98242 validation_1-mae:6570.41211 [124] validation_0-mae:6278.61426 validation_1-mae:6567.12207 [125] validation_0-mae:6267.45459 validation_1-mae:6557.97168 [126] validation_0-mae:6259.88232 validation_1-mae:6552.50244 [127] validation_0-mae:6253.54541 validation_1-mae:6549.19482 [128] validation_0-mae:6245.46240 validation_1-mae:6545.39600 [129] validation_0-mae:6240.65820 validation_1-mae:6543.66113 [130] validation_0-mae:6232.75488 validation_1-mae:6538.22217 [131] validation_0-mae:6226.04102 validation_1-mae:6533.32812 [132] validation_0-mae:6221.34522 validation_1-mae:6531.65772 [133] validation_0-mae:6219.65088 validation_1-mae:6530.72656 [134] validation_0-mae:6215.74902 validation_1-mae:6528.99023 [135] validation_0-mae:6213.74316 validation_1-mae:6528.14893 [136] validation_0-mae:6206.74512 validation_1-mae:6524.22852 [137] validation_0-mae:6201.62061 validation_1-mae:6520.60400 [138] validation_0-mae:6198.02051 validation_1-mae:6518.58203 [139] validation_0-mae:6195.95459 validation_1-mae:6517.85156 [140] validation_0-mae:6191.18457 validation_1-mae:6514.22461 [141] validation_0-mae:6186.18603 validation_1-mae:6512.37451 [142] validation_0-mae:6180.69629 validation_1-mae:6509.09717 [143] validation_0-mae:6178.65674 validation_1-mae:6507.35303 [144] validation_0-mae:6174.24072 validation_1-mae:6504.27246 [145] validation_0-mae:6170.47119 validation_1-mae:6503.01123 [146] validation_0-mae:6165.70068 validation_1-mae:6501.46094 [147] validation_0-mae:6159.69336 validation_1-mae:6498.13721 [148] validation_0-mae:6154.72949 validation_1-mae:6495.90430 [149] validation_0-mae:6150.26123 validation_1-mae:6493.14844 [150] validation_0-mae:6147.08154 validation_1-mae:6491.68213 [151] validation_0-mae:6142.94482 validation_1-mae:6490.30176 [152] validation_0-mae:6139.27832 validation_1-mae:6487.25293 [153] validation_0-mae:6136.12402 validation_1-mae:6486.30420 [154] validation_0-mae:6131.35059 validation_1-mae:6482.46777 [155] validation_0-mae:6128.44043 validation_1-mae:6481.71777 [156] validation_0-mae:6124.32617 validation_1-mae:6479.55322 [157] validation_0-mae:6119.48242 validation_1-mae:6476.58789 [158] validation_0-mae:6116.20752 validation_1-mae:6474.41602 [159] validation_0-mae:6111.28516 validation_1-mae:6470.83057 [160] validation_0-mae:6105.98438 validation_1-mae:6467.76709 [161] validation_0-mae:6099.92725 validation_1-mae:6464.39355 [162] validation_0-mae:6095.82520 validation_1-mae:6462.69092 [163] validation_0-mae:6091.06885 validation_1-mae:6460.31982 [164] validation_0-mae:6087.15430 validation_1-mae:6458.06055 [165] validation_0-mae:6082.29248 validation_1-mae:6457.13672 [166] validation_0-mae:6079.39209 validation_1-mae:6455.21728 [167] validation_0-mae:6074.20166 validation_1-mae:6453.22949 [168] validation_0-mae:6067.70850 validation_1-mae:6448.08252 [169] validation_0-mae:6063.95020 validation_1-mae:6448.15186 [170] validation_0-mae:6060.98193 validation_1-mae:6446.79932 [171] validation_0-mae:6057.89941 validation_1-mae:6445.98193 [172] validation_0-mae:6055.39062 validation_1-mae:6444.30908 [173] validation_0-mae:6054.23340 validation_1-mae:6443.70117 [174] validation_0-mae:6050.85449 validation_1-mae:6441.71240 [175] validation_0-mae:6048.50635 validation_1-mae:6439.66113 [176] validation_0-mae:6043.38574 validation_1-mae:6437.32324 [177] validation_0-mae:6038.78564 validation_1-mae:6433.95166 [178] validation_0-mae:6034.71143 validation_1-mae:6430.88916 [179] validation_0-mae:6030.35254 validation_1-mae:6428.34326 [180] validation_0-mae:6027.09717 validation_1-mae:6427.98730 [181] validation_0-mae:6022.96777 validation_1-mae:6426.48145 [182] validation_0-mae:6020.68994 validation_1-mae:6424.74072 [183] validation_0-mae:6016.73828 validation_1-mae:6422.39307 [184] validation_0-mae:6014.08008 validation_1-mae:6420.58447 [185] validation_0-mae:6012.78662 validation_1-mae:6420.85205 [186] validation_0-mae:6009.11377 validation_1-mae:6419.03418 [187] validation_0-mae:6005.72266 validation_1-mae:6418.69971 [188] validation_0-mae:6001.88037 validation_1-mae:6417.38672 [189] validation_0-mae:5997.77978 validation_1-mae:6415.05615 [190] validation_0-mae:5994.43359 validation_1-mae:6414.06055 [191] validation_0-mae:5991.47363 validation_1-mae:6413.20947 [192] validation_0-mae:5986.13623 validation_1-mae:6410.20264 [193] validation_0-mae:5984.58838 validation_1-mae:6409.27978 [194] validation_0-mae:5977.42969 validation_1-mae:6404.56592 [195] validation_0-mae:5972.56885 validation_1-mae:6401.25000 [196] validation_0-mae:5970.86426 validation_1-mae:6400.24805 [197] validation_0-mae:5964.76172 validation_1-mae:6396.46143 [198] validation_0-mae:5961.91309 validation_1-mae:6394.87842 [199] validation_0-mae:5958.72461 validation_1-mae:6394.15039 [200] validation_0-mae:5954.62891 validation_1-mae:6389.72607 [201] validation_0-mae:5952.70898 validation_1-mae:6389.26953 [202] validation_0-mae:5948.69189 validation_1-mae:6387.21338 [203] validation_0-mae:5941.73438 validation_1-mae:6382.20166 [204] validation_0-mae:5938.10352 validation_1-mae:6379.80664 [205] validation_0-mae:5935.39795 validation_1-mae:6378.26611 [206] validation_0-mae:5933.27490 validation_1-mae:6378.60547 [207] validation_0-mae:5931.15039 validation_1-mae:6378.19727 [208] validation_0-mae:5930.20605 validation_1-mae:6377.80078 [209] validation_0-mae:5929.03418 validation_1-mae:6377.80615 [210] validation_0-mae:5926.50488 validation_1-mae:6376.81982 [211] validation_0-mae:5924.14795 validation_1-mae:6375.78955 [212] validation_0-mae:5920.89404 validation_1-mae:6374.02783 [213] validation_0-mae:5918.36816 validation_1-mae:6373.96875 [214] validation_0-mae:5914.52441 validation_1-mae:6371.68066 [215] validation_0-mae:5913.53613 validation_1-mae:6371.27588 [216] validation_0-mae:5911.38965 validation_1-mae:6371.10352 [217] validation_0-mae:5909.72363 validation_1-mae:6371.01221 [218] validation_0-mae:5905.22314 validation_1-mae:6368.91797 [219] validation_0-mae:5900.92480 validation_1-mae:6366.42529 [220] validation_0-mae:5897.54932 validation_1-mae:6365.02881 [221] validation_0-mae:5893.00195 validation_1-mae:6362.79590 [222] validation_0-mae:5891.93506 validation_1-mae:6361.92090 [223] validation_0-mae:5888.39160 validation_1-mae:6360.79932 [224] validation_0-mae:5886.78809 validation_1-mae:6360.94873 [225] validation_0-mae:5884.16846 validation_1-mae:6359.95557 [226] validation_0-mae:5880.79492 validation_1-mae:6358.83936 [227] validation_0-mae:5878.29639 validation_1-mae:6357.79150 [228] validation_0-mae:5876.55322 validation_1-mae:6356.47412 [229] validation_0-mae:5873.71826 validation_1-mae:6355.02002 [230] validation_0-mae:5871.73242 validation_1-mae:6354.52881 [231] validation_0-mae:5867.87695 validation_1-mae:6352.60840 [232] validation_0-mae:5866.62256 validation_1-mae:6352.44434 [233] validation_0-mae:5865.07129 validation_1-mae:6352.45459 [234] validation_0-mae:5861.80664 validation_1-mae:6351.07471 [235] validation_0-mae:5859.45801 validation_1-mae:6349.24365 [236] validation_0-mae:5857.66211 validation_1-mae:6348.56397 [237] validation_0-mae:5853.90723 validation_1-mae:6347.65478 [238] validation_0-mae:5850.44775 validation_1-mae:6345.91064 [239] validation_0-mae:5848.74853 validation_1-mae:6345.09424 [240] validation_0-mae:5846.83301 validation_1-mae:6344.84961 [241] validation_0-mae:5843.58545 validation_1-mae:6343.86035 [242] validation_0-mae:5839.91309 validation_1-mae:6341.47363 [243] validation_0-mae:5836.08691 validation_1-mae:6339.15820 [244] validation_0-mae:5833.61182 validation_1-mae:6337.20947 [245] validation_0-mae:5831.77295 validation_1-mae:6335.36572 [246] validation_0-mae:5828.32275 validation_1-mae:6333.59863 [247] validation_0-mae:5827.68164 validation_1-mae:6333.91602 [248] validation_0-mae:5824.44580 validation_1-mae:6332.08398 [249] validation_0-mae:5821.50977 validation_1-mae:6331.98047 [250] validation_0-mae:5820.07861 validation_1-mae:6331.99268 [251] validation_0-mae:5816.60156 validation_1-mae:6329.44629 [252] validation_0-mae:5813.57227 validation_1-mae:6328.44434 [253] validation_0-mae:5810.10645 validation_1-mae:6326.68945 [254] validation_0-mae:5807.38574 validation_1-mae:6325.54590 [255] validation_0-mae:5804.81397 validation_1-mae:6324.92480 [256] validation_0-mae:5802.52441 validation_1-mae:6324.03760 [257] validation_0-mae:5797.67871 validation_1-mae:6320.51074 [258] validation_0-mae:5793.29346 validation_1-mae:6318.51367 [259] validation_0-mae:5791.97461 validation_1-mae:6317.89600 [260] validation_0-mae:5790.88232 validation_1-mae:6317.81689 [261] validation_0-mae:5788.83154 validation_1-mae:6316.28467 [262] validation_0-mae:5788.41992 validation_1-mae:6316.18115 [263] validation_0-mae:5786.89893 validation_1-mae:6316.33691 [264] validation_0-mae:5781.44336 validation_1-mae:6316.06152 [265] validation_0-mae:5776.25830 validation_1-mae:6315.44043 [266] validation_0-mae:5774.25732 validation_1-mae:6315.22266 [267] validation_0-mae:5770.82520 validation_1-mae:6311.78076 [268] validation_0-mae:5768.85889 validation_1-mae:6310.44092 [269] validation_0-mae:5765.88037 validation_1-mae:6308.76074 [270] validation_0-mae:5763.64648 validation_1-mae:6307.83154 [271] validation_0-mae:5760.52441 validation_1-mae:6305.69482 [272] validation_0-mae:5755.63867 validation_1-mae:6302.61523 [273] validation_0-mae:5753.89258 validation_1-mae:6302.46387 [274] validation_0-mae:5751.32666 validation_1-mae:6301.93603 [275] validation_0-mae:5745.89648 validation_1-mae:6298.56348 [276] validation_0-mae:5742.36035 validation_1-mae:6297.38086 [277] validation_0-mae:5741.09912 validation_1-mae:6296.50684 [278] validation_0-mae:5739.86670 validation_1-mae:6296.27783 [279] validation_0-mae:5738.05713 validation_1-mae:6295.41895 [280] validation_0-mae:5737.34668 validation_1-mae:6295.35107 [281] validation_0-mae:5735.33594 validation_1-mae:6295.19385 [282] validation_0-mae:5729.83008 validation_1-mae:6290.09619 [283] validation_0-mae:5728.47949 validation_1-mae:6289.64893 [284] validation_0-mae:5725.00488 validation_1-mae:6288.03760 [285] validation_0-mae:5721.96533 validation_1-mae:6287.28223 [286] validation_0-mae:5718.12793 validation_1-mae:6285.86670 [287] validation_0-mae:5716.01074 validation_1-mae:6284.42529 [288] validation_0-mae:5713.71191 validation_1-mae:6283.88037 [289] validation_0-mae:5711.72998 validation_1-mae:6284.59033 [290] validation_0-mae:5710.22900 validation_1-mae:6284.31152 [291] validation_0-mae:5709.45020 validation_1-mae:6283.92236 [292] validation_0-mae:5707.03760 validation_1-mae:6283.00928 [293] validation_0-mae:5704.26221 validation_1-mae:6282.87061 [294] validation_0-mae:5702.71777 validation_1-mae:6282.62353 [295] validation_0-mae:5700.44287 validation_1-mae:6282.40527 [296] validation_0-mae:5695.42969 validation_1-mae:6280.64990 [297] validation_0-mae:5693.23389 validation_1-mae:6279.05371 [298] validation_0-mae:5689.41260 validation_1-mae:6277.72656 [299] validation_0-mae:5686.82520 validation_1-mae:6278.01074 [300] validation_0-mae:5685.68555 validation_1-mae:6277.85498 [301] validation_0-mae:5684.06445 validation_1-mae:6277.35791 [302] validation_0-mae:5683.26709 validation_1-mae:6276.43359 [303] validation_0-mae:5680.98682 validation_1-mae:6275.36670 [304] validation_0-mae:5679.86621 validation_1-mae:6275.04150 [305] validation_0-mae:5677.90625 validation_1-mae:6274.19434 [306] validation_0-mae:5674.66699 validation_1-mae:6273.75098 [307] validation_0-mae:5673.74805 validation_1-mae:6273.39551 [308] validation_0-mae:5669.21631 validation_1-mae:6272.44482 [309] validation_0-mae:5664.19580 validation_1-mae:6270.16797 [310] validation_0-mae:5661.03857 validation_1-mae:6268.90967 [311] validation_0-mae:5658.70264 validation_1-mae:6268.85986 [312] validation_0-mae:5655.20850 validation_1-mae:6268.25391 [313] validation_0-mae:5654.39795 validation_1-mae:6267.78223 [314] validation_0-mae:5652.56006 validation_1-mae:6267.51270 [315] validation_0-mae:5648.53174 validation_1-mae:6264.74561 [316] validation_0-mae:5647.04248 validation_1-mae:6264.70801 [317] validation_0-mae:5646.19043 validation_1-mae:6264.71777 [318] validation_0-mae:5643.71094 validation_1-mae:6263.85596 [319] validation_0-mae:5641.00049 validation_1-mae:6262.49512 [320] validation_0-mae:5639.57080 validation_1-mae:6261.92725 [321] validation_0-mae:5637.28857 validation_1-mae:6261.13721 [322] validation_0-mae:5635.53906 validation_1-mae:6261.11572 [323] validation_0-mae:5633.73096 validation_1-mae:6259.40674 [324] validation_0-mae:5631.01270 validation_1-mae:6258.60840 [325] validation_0-mae:5630.75488 validation_1-mae:6258.50147 [326] validation_0-mae:5629.10449 validation_1-mae:6258.37842 [327] validation_0-mae:5624.93750 validation_1-mae:6256.50586 [328] validation_0-mae:5619.46826 validation_1-mae:6252.62793 [329] validation_0-mae:5617.46631 validation_1-mae:6251.91455 [330] validation_0-mae:5615.68652 validation_1-mae:6250.17969 [331] validation_0-mae:5614.11523 validation_1-mae:6250.40137 [332] validation_0-mae:5611.26562 validation_1-mae:6249.98584 [333] validation_0-mae:5609.78809 validation_1-mae:6249.73926 [334] validation_0-mae:5607.73535 validation_1-mae:6249.51172 [335] validation_0-mae:5604.88232 validation_1-mae:6248.31592 [336] validation_0-mae:5600.99463 validation_1-mae:6247.98242 [337] validation_0-mae:5599.07080 validation_1-mae:6247.73193 [338] validation_0-mae:5598.82275 validation_1-mae:6248.04932 [339] validation_0-mae:5595.02441 validation_1-mae:6245.69531 [340] validation_0-mae:5591.89111 validation_1-mae:6245.25244 [341] validation_0-mae:5590.40039 validation_1-mae:6244.34082 [342] validation_0-mae:5588.11328 validation_1-mae:6243.38867 [343] validation_0-mae:5587.03223 validation_1-mae:6243.96240 [344] validation_0-mae:5586.41992 validation_1-mae:6243.74268 [345] validation_0-mae:5583.28369 validation_1-mae:6241.72803 [346] validation_0-mae:5581.72656 validation_1-mae:6241.47656 [347] validation_0-mae:5575.49512 validation_1-mae:6238.25098 [348] validation_0-mae:5569.67822 validation_1-mae:6234.24365 [349] validation_0-mae:5566.85205 validation_1-mae:6232.28711 [350] validation_0-mae:5565.33643 validation_1-mae:6232.23145 [351] validation_0-mae:5563.11768 validation_1-mae:6230.27393 [352] validation_0-mae:5561.58301 validation_1-mae:6230.33789 [353] validation_0-mae:5559.87549 validation_1-mae:6229.59766 [354] validation_0-mae:5559.02832 validation_1-mae:6229.72022 [355] validation_0-mae:5556.39160 validation_1-mae:6228.51611 [356] validation_0-mae:5551.21289 validation_1-mae:6224.76611 [357] validation_0-mae:5550.74951 validation_1-mae:6224.95703 [358] validation_0-mae:5548.80078 validation_1-mae:6223.85596 [359] validation_0-mae:5547.29150 validation_1-mae:6224.28320 [360] validation_0-mae:5544.94531 validation_1-mae:6223.57910 [361] validation_0-mae:5539.35059 validation_1-mae:6221.79102 [362] validation_0-mae:5537.18018 validation_1-mae:6222.10938 [363] validation_0-mae:5535.94873 validation_1-mae:6221.67480 [364] validation_0-mae:5533.22119 validation_1-mae:6220.48242 [365] validation_0-mae:5532.89600 validation_1-mae:6220.47754 [366] validation_0-mae:5530.57324 validation_1-mae:6218.78760 [367] validation_0-mae:5529.52051 validation_1-mae:6218.85693 [368] validation_0-mae:5527.08105 validation_1-mae:6217.93750 [369] validation_0-mae:5524.99707 validation_1-mae:6217.77588 [370] validation_0-mae:5523.47461 validation_1-mae:6217.65772 [371] validation_0-mae:5520.79443 validation_1-mae:6217.09473 [372] validation_0-mae:5518.92822 validation_1-mae:6216.92920 [373] validation_0-mae:5516.94824 validation_1-mae:6215.44434 [374] validation_0-mae:5516.32568 validation_1-mae:6215.30371 [375] validation_0-mae:5512.58350 validation_1-mae:6213.78906 [376] validation_0-mae:5510.79102 validation_1-mae:6213.99902 [377] validation_0-mae:5509.31543 validation_1-mae:6213.90039 [378] validation_0-mae:5507.91797 validation_1-mae:6213.00537 [379] validation_0-mae:5504.07129 validation_1-mae:6211.55762 [380] validation_0-mae:5502.13770 validation_1-mae:6211.40381 [381] validation_0-mae:5500.35547 validation_1-mae:6210.65381 [382] validation_0-mae:5497.85156 validation_1-mae:6209.49805 [383] validation_0-mae:5496.07861 validation_1-mae:6209.03662 [384] validation_0-mae:5494.48877 validation_1-mae:6208.77295 [385] validation_0-mae:5493.76123 validation_1-mae:6208.86230 [386] validation_0-mae:5491.48730 validation_1-mae:6208.15625 [387] validation_0-mae:5489.01758 validation_1-mae:6207.47510 [388] validation_0-mae:5486.27197 validation_1-mae:6207.27734 [389] validation_0-mae:5484.82422 validation_1-mae:6207.07129 [390] validation_0-mae:5481.23779 validation_1-mae:6205.73291 [391] validation_0-mae:5479.45703 validation_1-mae:6204.46924 [392] validation_0-mae:5477.93408 validation_1-mae:6203.50732 [393] validation_0-mae:5475.86377 validation_1-mae:6202.76172 [394] validation_0-mae:5472.62012 validation_1-mae:6202.33398 [395] validation_0-mae:5470.61963 validation_1-mae:6201.52197 [396] validation_0-mae:5469.62842 validation_1-mae:6202.02002 [397] validation_0-mae:5467.80029 validation_1-mae:6201.94873 [398] validation_0-mae:5466.04736 validation_1-mae:6200.96094 [399] validation_0-mae:5464.99268 validation_1-mae:6200.16162 [400] validation_0-mae:5463.36133 validation_1-mae:6199.88916 [401] validation_0-mae:5461.82520 validation_1-mae:6199.72217 [402] validation_0-mae:5459.28467 validation_1-mae:6200.14014 [403] validation_0-mae:5453.96191 validation_1-mae:6198.06543 [404] validation_0-mae:5450.89746 validation_1-mae:6198.03906 [405] validation_0-mae:5449.77588 validation_1-mae:6197.69092 [406] validation_0-mae:5447.53125 validation_1-mae:6197.63916 [407] validation_0-mae:5445.68945 validation_1-mae:6197.91064 [408] validation_0-mae:5444.03272 validation_1-mae:6198.42432 [409] validation_0-mae:5442.76123 validation_1-mae:6198.49365 [410] validation_0-mae:5442.47266 validation_1-mae:6198.51660 [411] validation_0-mae:5440.16602 validation_1-mae:6198.18408 [412] validation_0-mae:5438.75879 validation_1-mae:6198.19824 [413] validation_0-mae:5437.49853 validation_1-mae:6198.17969 [414] validation_0-mae:5436.16992 validation_1-mae:6197.28613 [415] validation_0-mae:5432.89307 validation_1-mae:6195.33008 [416] validation_0-mae:5431.58643 validation_1-mae:6195.23242 [417] validation_0-mae:5428.69971 validation_1-mae:6193.59668 [418] validation_0-mae:5426.26172 validation_1-mae:6193.27539 [419] validation_0-mae:5426.10254 validation_1-mae:6193.38867 [420] validation_0-mae:5423.74609 validation_1-mae:6192.12939 [421] validation_0-mae:5420.24561 validation_1-mae:6189.72022 [422] validation_0-mae:5417.03418 validation_1-mae:6187.93506 [423] validation_0-mae:5411.45508 validation_1-mae:6185.18164 [424] validation_0-mae:5407.63818 validation_1-mae:6184.10107 [425] validation_0-mae:5403.91797 validation_1-mae:6184.61768 [426] validation_0-mae:5401.54980 validation_1-mae:6184.69922 [427] validation_0-mae:5400.57275 validation_1-mae:6184.91162 [428] validation_0-mae:5399.91211 validation_1-mae:6184.59814 [429] validation_0-mae:5396.44873 validation_1-mae:6182.99316 [430] validation_0-mae:5395.43750 validation_1-mae:6183.06397 [431] validation_0-mae:5394.26025 validation_1-mae:6182.78125 [432] validation_0-mae:5392.72852 validation_1-mae:6182.08691 [433] validation_0-mae:5390.31543 validation_1-mae:6181.92725 [434] validation_0-mae:5386.49121 validation_1-mae:6180.87109 [435] validation_0-mae:5384.96191 validation_1-mae:6180.68457 [436] validation_0-mae:5378.74609 validation_1-mae:6178.43945 [437] validation_0-mae:5375.65478 validation_1-mae:6178.19727 [438] validation_0-mae:5372.58008 validation_1-mae:6176.61279 [439] validation_0-mae:5370.18115 validation_1-mae:6176.09814 [440] validation_0-mae:5368.08691 validation_1-mae:6175.70312 [441] validation_0-mae:5366.37158 validation_1-mae:6176.04883 [442] validation_0-mae:5364.20703 validation_1-mae:6175.37305 [443] validation_0-mae:5362.82520 validation_1-mae:6174.91895 [444] validation_0-mae:5362.12109 validation_1-mae:6175.52734 [445] validation_0-mae:5359.78223 validation_1-mae:6173.84473 [446] validation_0-mae:5358.10059 validation_1-mae:6173.79053 [447] validation_0-mae:5356.22754 validation_1-mae:6173.16748 [448] validation_0-mae:5355.95068 validation_1-mae:6173.17432 [449] validation_0-mae:5353.93848 validation_1-mae:6172.55273 [450] validation_0-mae:5350.50342 validation_1-mae:6170.46436 [451] validation_0-mae:5349.63867 validation_1-mae:6170.59326 [452] validation_0-mae:5345.83838 validation_1-mae:6169.88867 [453] validation_0-mae:5343.92139 validation_1-mae:6169.37647 [454] validation_0-mae:5343.38379 validation_1-mae:6169.39502 [455] validation_0-mae:5339.85400 validation_1-mae:6167.90772 [456] validation_0-mae:5337.12939 validation_1-mae:6166.60400 [457] validation_0-mae:5335.03516 validation_1-mae:6166.75586 [458] validation_0-mae:5334.17627 validation_1-mae:6166.39941 [459] validation_0-mae:5332.85254 validation_1-mae:6165.89990 [460] validation_0-mae:5330.65918 validation_1-mae:6166.25147 [461] validation_0-mae:5327.78516 validation_1-mae:6164.87549 [462] validation_0-mae:5325.63574 validation_1-mae:6164.26465 [463] validation_0-mae:5325.17773 validation_1-mae:6164.39502 [464] validation_0-mae:5324.79248 validation_1-mae:6164.33936 [465] validation_0-mae:5323.82764 validation_1-mae:6163.88281 [466] validation_0-mae:5323.65967 validation_1-mae:6163.90283 [467] validation_0-mae:5321.69287 validation_1-mae:6164.31299 [468] validation_0-mae:5319.77344 validation_1-mae:6165.27148 [469] validation_0-mae:5317.28125 validation_1-mae:6165.25977 [470] validation_0-mae:5315.70605 validation_1-mae:6165.29346 [471] validation_0-mae:5314.77734 validation_1-mae:6165.19580 [472] validation_0-mae:5310.34717 validation_1-mae:6163.52393 [473] validation_0-mae:5307.80469 validation_1-mae:6162.01221 [474] validation_0-mae:5306.60400 validation_1-mae:6161.59180 [475] validation_0-mae:5304.68408 validation_1-mae:6160.48828 [476] validation_0-mae:5303.08252 validation_1-mae:6160.85645 [477] validation_0-mae:5301.93262 validation_1-mae:6159.98926 [478] validation_0-mae:5300.30469 validation_1-mae:6159.78760 [479] validation_0-mae:5298.83691 validation_1-mae:6159.84277 [480] validation_0-mae:5296.76562 validation_1-mae:6158.90186 [481] validation_0-mae:5294.95947 validation_1-mae:6157.93945 [482] validation_0-mae:5293.13721 validation_1-mae:6157.14648 [483] validation_0-mae:5291.55420 validation_1-mae:6157.76221 [484] validation_0-mae:5287.61230 validation_1-mae:6156.49853 [485] validation_0-mae:5284.48535 validation_1-mae:6155.71973 [486] validation_0-mae:5281.28662 validation_1-mae:6155.95801 [487] validation_0-mae:5279.31592 validation_1-mae:6155.05176 [488] validation_0-mae:5276.53076 validation_1-mae:6154.64355 [489] validation_0-mae:5273.76807 validation_1-mae:6153.20947 [490] validation_0-mae:5272.56445 validation_1-mae:6152.75781 [491] validation_0-mae:5270.70215 validation_1-mae:6152.95947 [492] validation_0-mae:5268.77100 validation_1-mae:6152.61475 [493] validation_0-mae:5266.86279 validation_1-mae:6151.93799 [494] validation_0-mae:5262.86914 validation_1-mae:6150.93555 [495] validation_0-mae:5261.50830 validation_1-mae:6150.36865 [496] validation_0-mae:5260.83057 validation_1-mae:6150.08643 [497] validation_0-mae:5259.55664 validation_1-mae:6149.98193 [498] validation_0-mae:5257.22803 validation_1-mae:6149.93945 [499] validation_0-mae:5255.72607 validation_1-mae:6150.74756 [500] validation_0-mae:5253.25977 validation_1-mae:6150.37549 [501] validation_0-mae:5251.14551 validation_1-mae:6149.73242 [502] validation_0-mae:5249.82520 validation_1-mae:6149.47559 [503] validation_0-mae:5247.85938 validation_1-mae:6148.58740 [504] validation_0-mae:5247.40430 validation_1-mae:6148.35498 [505] validation_0-mae:5246.20312 validation_1-mae:6148.11719 [506] validation_0-mae:5244.73291 validation_1-mae:6148.63184 [507] validation_0-mae:5242.96094 validation_1-mae:6148.21582 [508] validation_0-mae:5241.33740 validation_1-mae:6147.82568 [509] validation_0-mae:5238.95557 validation_1-mae:6147.21338 [510] validation_0-mae:5238.52490 validation_1-mae:6146.98389 [511] validation_0-mae:5236.82373 validation_1-mae:6146.86572 [512] validation_0-mae:5233.39453 validation_1-mae:6146.22412 [513] validation_0-mae:5232.22070 validation_1-mae:6146.19189 [514] validation_0-mae:5231.79639 validation_1-mae:6146.28955 [515] validation_0-mae:5231.73096 validation_1-mae:6146.45605 [516] validation_0-mae:5230.55664 validation_1-mae:6146.19141 [517] validation_0-mae:5229.75977 validation_1-mae:6146.36621 [518] validation_0-mae:5228.19043 validation_1-mae:6146.00195 [519] validation_0-mae:5225.43018 validation_1-mae:6144.96680 [520] validation_0-mae:5223.12647 validation_1-mae:6143.99756 [521] validation_0-mae:5221.79297 validation_1-mae:6143.43359 [522] validation_0-mae:5218.76611 validation_1-mae:6141.77002 [523] validation_0-mae:5217.11328 validation_1-mae:6141.26025 [524] validation_0-mae:5215.23828 validation_1-mae:6140.84228 [525] validation_0-mae:5212.57129 validation_1-mae:6140.30127 [526] validation_0-mae:5210.15967 validation_1-mae:6138.87061 [527] validation_0-mae:5207.66602 validation_1-mae:6137.88525 [528] validation_0-mae:5205.90527 validation_1-mae:6137.19678 [529] validation_0-mae:5201.69727 validation_1-mae:6135.82617 [530] validation_0-mae:5199.17188 validation_1-mae:6135.42676 [531] validation_0-mae:5197.45020 validation_1-mae:6135.60596 [532] validation_0-mae:5195.22705 validation_1-mae:6136.49951 [533] validation_0-mae:5192.09375 validation_1-mae:6136.12988 [534] validation_0-mae:5190.21875 validation_1-mae:6136.14502 [535] validation_0-mae:5188.35498 validation_1-mae:6135.86377 [536] validation_0-mae:5187.10254 validation_1-mae:6135.19873 [537] validation_0-mae:5185.42578 validation_1-mae:6134.90723 [538] validation_0-mae:5183.50732 validation_1-mae:6134.53711 [539] validation_0-mae:5181.51709 validation_1-mae:6134.20605 [540] validation_0-mae:5179.86621 validation_1-mae:6133.77344 [541] validation_0-mae:5175.83545 validation_1-mae:6131.67578 [542] validation_0-mae:5173.01416 validation_1-mae:6130.07568 [543] validation_0-mae:5172.20020 validation_1-mae:6130.42334 [544] validation_0-mae:5171.14551 validation_1-mae:6129.53711 [545] validation_0-mae:5170.40576 validation_1-mae:6130.07275 [546] validation_0-mae:5169.68115 validation_1-mae:6129.42188 [547] validation_0-mae:5168.17285 validation_1-mae:6129.61230 [548] validation_0-mae:5166.19531 validation_1-mae:6128.67090 [549] validation_0-mae:5164.18897 validation_1-mae:6128.76367 [550] validation_0-mae:5162.97803 validation_1-mae:6127.91699 [551] validation_0-mae:5161.40283 validation_1-mae:6127.24316 [552] validation_0-mae:5160.60449 validation_1-mae:6127.01465 [553] validation_0-mae:5159.45508 validation_1-mae:6127.25537 [554] validation_0-mae:5158.25635 validation_1-mae:6127.20410 [555] validation_0-mae:5158.07471 validation_1-mae:6127.24707 [556] validation_0-mae:5155.12793 validation_1-mae:6126.11914 [557] validation_0-mae:5151.52832 validation_1-mae:6125.04932 [558] validation_0-mae:5150.54639 validation_1-mae:6125.43945 [559] validation_0-mae:5149.61475 validation_1-mae:6125.19873 [560] validation_0-mae:5148.58057 validation_1-mae:6125.44482 [561] validation_0-mae:5147.87939 validation_1-mae:6125.71826 [562] validation_0-mae:5146.18066 validation_1-mae:6126.16309 [563] validation_0-mae:5145.49121 validation_1-mae:6125.78174 [564] validation_0-mae:5141.38184 validation_1-mae:6123.73926 [565] validation_0-mae:5138.19336 validation_1-mae:6123.77881 [566] validation_0-mae:5136.52832 validation_1-mae:6123.57373 [567] validation_0-mae:5135.40039 validation_1-mae:6123.25244 [568] validation_0-mae:5131.95703 validation_1-mae:6121.80322 [569] validation_0-mae:5131.13916 validation_1-mae:6121.66797 [570] validation_0-mae:5127.05713 validation_1-mae:6120.80518 [571] validation_0-mae:5124.29688 validation_1-mae:6120.01807 [572] validation_0-mae:5121.62988 validation_1-mae:6118.70459 [573] validation_0-mae:5119.65283 validation_1-mae:6118.93799 [574] validation_0-mae:5118.20215 validation_1-mae:6118.31787 [575] validation_0-mae:5116.28272 validation_1-mae:6118.70068 [576] validation_0-mae:5115.52002 validation_1-mae:6118.65234 [577] validation_0-mae:5114.73291 validation_1-mae:6118.41211 [578] validation_0-mae:5114.08984 validation_1-mae:6118.88818 [579] validation_0-mae:5112.70312 validation_1-mae:6117.86279 [580] validation_0-mae:5110.28125 validation_1-mae:6117.49707 [581] validation_0-mae:5107.85645 validation_1-mae:6116.87647 [582] validation_0-mae:5106.70898 validation_1-mae:6116.48291 [583] validation_0-mae:5105.88135 validation_1-mae:6116.36426 [584] validation_0-mae:5104.89746 validation_1-mae:6116.45068 [585] validation_0-mae:5103.33203 validation_1-mae:6116.36621 [586] validation_0-mae:5100.75879 validation_1-mae:6116.12207 [587] validation_0-mae:5100.32666 validation_1-mae:6116.21826 [588] validation_0-mae:5097.84326 validation_1-mae:6115.53369 [589] validation_0-mae:5096.75049 validation_1-mae:6116.07568 [590] validation_0-mae:5095.36084 validation_1-mae:6114.87353 [591] validation_0-mae:5093.52295 validation_1-mae:6115.47168 [592] validation_0-mae:5091.07178 validation_1-mae:6115.76514 [593] validation_0-mae:5090.43457 validation_1-mae:6115.68018 [594] validation_0-mae:5088.45068 validation_1-mae:6114.88428 [595] validation_0-mae:5088.13623 validation_1-mae:6114.69189 [596] validation_0-mae:5087.43164 validation_1-mae:6114.85303 [597] validation_0-mae:5087.34180 validation_1-mae:6114.90918 [598] validation_0-mae:5085.60596 validation_1-mae:6114.66553 [599] validation_0-mae:5083.65576 validation_1-mae:6113.79248 [600] validation_0-mae:5081.12109 validation_1-mae:6113.67773 [601] validation_0-mae:5077.60693 validation_1-mae:6110.85059 [602] validation_0-mae:5076.35352 validation_1-mae:6110.59961 [603] validation_0-mae:5074.77148 validation_1-mae:6110.36475 [604] validation_0-mae:5073.31348 validation_1-mae:6110.23877 [605] validation_0-mae:5071.61377 validation_1-mae:6109.81103 [606] validation_0-mae:5069.11865 validation_1-mae:6109.51025 [607] validation_0-mae:5068.80908 validation_1-mae:6109.48877 [608] validation_0-mae:5066.15039 validation_1-mae:6108.26318 [609] validation_0-mae:5064.07764 validation_1-mae:6107.10986 [610] validation_0-mae:5062.83545 validation_1-mae:6107.14941 [611] validation_0-mae:5061.74316 validation_1-mae:6106.98730 [612] validation_0-mae:5059.39551 validation_1-mae:6106.40723 [613] validation_0-mae:5056.71533 validation_1-mae:6105.72022 [614] validation_0-mae:5053.78809 validation_1-mae:6104.46728 [615] validation_0-mae:5052.00586 validation_1-mae:6103.54688 [616] validation_0-mae:5049.89355 validation_1-mae:6103.88477 [617] validation_0-mae:5048.51270 validation_1-mae:6103.53027 [618] validation_0-mae:5046.45703 validation_1-mae:6102.31934 [619] validation_0-mae:5046.08154 validation_1-mae:6102.54053 [620] validation_0-mae:5045.34668 validation_1-mae:6102.05566 [621] validation_0-mae:5044.05664 validation_1-mae:6101.67188 [622] validation_0-mae:5039.97900 validation_1-mae:6100.66455 [623] validation_0-mae:5038.65674 validation_1-mae:6100.03613 [624] validation_0-mae:5037.07227 validation_1-mae:6099.04834 [625] validation_0-mae:5035.34717 validation_1-mae:6098.55273 [626] validation_0-mae:5033.59375 validation_1-mae:6098.49170 [627] validation_0-mae:5031.10693 validation_1-mae:6098.73779 [628] validation_0-mae:5028.21045 validation_1-mae:6097.51660 [629] validation_0-mae:5026.27588 validation_1-mae:6096.28711 [630] validation_0-mae:5025.14160 validation_1-mae:6096.54736 [631] validation_0-mae:5023.51172 validation_1-mae:6095.82520 [632] validation_0-mae:5021.01514 validation_1-mae:6095.80518 [633] validation_0-mae:5019.71680 validation_1-mae:6095.18213 [634] validation_0-mae:5018.51660 validation_1-mae:6094.68848 [635] validation_0-mae:5017.93066 validation_1-mae:6094.41016 [636] validation_0-mae:5015.92871 validation_1-mae:6094.99219 [637] validation_0-mae:5015.02295 validation_1-mae:6095.22266 [638] validation_0-mae:5014.69385 validation_1-mae:6094.87891 [639] validation_0-mae:5013.99707 validation_1-mae:6094.70654 [640] validation_0-mae:5013.39648 validation_1-mae:6094.31885 [641] validation_0-mae:5010.09570 validation_1-mae:6092.71191 [642] validation_0-mae:5008.68555 validation_1-mae:6092.97852 [643] validation_0-mae:5008.06055 validation_1-mae:6092.86523 [644] validation_0-mae:5007.10693 validation_1-mae:6092.82178 [645] validation_0-mae:5006.15088 validation_1-mae:6092.45117 [646] validation_0-mae:5006.04297 validation_1-mae:6092.48926 [647] validation_0-mae:5005.18750 validation_1-mae:6092.70312 [648] validation_0-mae:5004.13379 validation_1-mae:6092.57324 [649] validation_0-mae:5001.75635 validation_1-mae:6092.80762 [650] validation_0-mae:5000.48682 validation_1-mae:6092.34228 [651] validation_0-mae:4998.13281 validation_1-mae:6091.53857 [652] validation_0-mae:4996.66016 validation_1-mae:6090.99463 [653] validation_0-mae:4996.14355 validation_1-mae:6090.55469 [654] validation_0-mae:4994.54297 validation_1-mae:6090.15430 [655] validation_0-mae:4993.72705 validation_1-mae:6089.87695 [656] validation_0-mae:4992.67139 validation_1-mae:6089.95654 [657] validation_0-mae:4991.07666 validation_1-mae:6089.76562 [658] validation_0-mae:4989.88916 validation_1-mae:6090.11621 [659] validation_0-mae:4988.84033 validation_1-mae:6090.00928 [660] validation_0-mae:4987.68164 validation_1-mae:6089.47510 [661] validation_0-mae:4984.79199 validation_1-mae:6089.38086 [662] validation_0-mae:4983.09912 validation_1-mae:6088.82959 [663] validation_0-mae:4981.10596 validation_1-mae:6087.94775 [664] validation_0-mae:4979.45264 validation_1-mae:6088.12256 [665] validation_0-mae:4976.40283 validation_1-mae:6088.52637 [666] validation_0-mae:4975.84814 validation_1-mae:6088.22754 [667] validation_0-mae:4973.70508 validation_1-mae:6087.89795 [668] validation_0-mae:4970.91846 validation_1-mae:6086.86426 [669] validation_0-mae:4969.05420 validation_1-mae:6086.71728 [670] validation_0-mae:4968.08984 validation_1-mae:6086.75342 [671] validation_0-mae:4967.86475 validation_1-mae:6086.75586 [672] validation_0-mae:4967.34473 validation_1-mae:6086.09961 [673] validation_0-mae:4966.01904 validation_1-mae:6085.79688 [674] validation_0-mae:4965.15283 validation_1-mae:6086.39014 [675] validation_0-mae:4964.77588 validation_1-mae:6086.41406 [676] validation_0-mae:4962.19531 validation_1-mae:6086.19189 [677] validation_0-mae:4959.78418 validation_1-mae:6086.00195 [678] validation_0-mae:4957.86865 validation_1-mae:6085.86279 [679] validation_0-mae:4956.13721 validation_1-mae:6085.43994 [680] validation_0-mae:4955.29150 validation_1-mae:6085.20459 [681] validation_0-mae:4952.15625 validation_1-mae:6084.78857 [682] validation_0-mae:4950.57568 validation_1-mae:6084.59277 [683] validation_0-mae:4948.46045 validation_1-mae:6084.26758 [684] validation_0-mae:4948.02393 validation_1-mae:6084.31836 [685] validation_0-mae:4945.48975 validation_1-mae:6083.60791 [686] validation_0-mae:4943.20410 validation_1-mae:6083.49512 [687] validation_0-mae:4941.15869 validation_1-mae:6083.31885 [688] validation_0-mae:4938.81494 validation_1-mae:6083.74805 [689] validation_0-mae:4936.24853 validation_1-mae:6082.66846 [690] validation_0-mae:4935.65283 validation_1-mae:6082.88525 [691] validation_0-mae:4934.20361 validation_1-mae:6082.98145 [692] validation_0-mae:4932.00293 validation_1-mae:6082.97022 [693] validation_0-mae:4930.69092 validation_1-mae:6083.09912 [694] validation_0-mae:4929.62891 validation_1-mae:6083.73828 [695] validation_0-mae:4928.90381 validation_1-mae:6083.90137 [696] validation_0-mae:4928.65430 validation_1-mae:6083.92920 [697] validation_0-mae:4928.52734 validation_1-mae:6083.99023 [698] validation_0-mae:4926.91602 validation_1-mae:6083.02100 [699] validation_0-mae:4925.29297 validation_1-mae:6082.59619 [700] validation_0-mae:4922.93994 validation_1-mae:6082.34228 [701] validation_0-mae:4921.21582 validation_1-mae:6082.11963 [702] validation_0-mae:4920.12256 validation_1-mae:6082.28516 [703] validation_0-mae:4918.02441 validation_1-mae:6081.37158 [704] validation_0-mae:4916.37744 validation_1-mae:6081.58154 [705] validation_0-mae:4915.03809 validation_1-mae:6081.08887 [706] validation_0-mae:4912.45068 validation_1-mae:6080.53272 [707] validation_0-mae:4911.06348 validation_1-mae:6080.35449 [708] validation_0-mae:4908.89062 validation_1-mae:6080.25439 [709] validation_0-mae:4907.73730 validation_1-mae:6079.52100 [710] validation_0-mae:4905.63965 validation_1-mae:6079.29639 [711] validation_0-mae:4904.28418 validation_1-mae:6078.76855 [712] validation_0-mae:4901.53955 validation_1-mae:6079.45801 [713] validation_0-mae:4900.71533 validation_1-mae:6079.73584 [714] validation_0-mae:4899.80615 validation_1-mae:6080.03320 [715] validation_0-mae:4896.85254 validation_1-mae:6079.98926 [716] validation_0-mae:4895.78076 validation_1-mae:6079.93701 [717] validation_0-mae:4893.02246 validation_1-mae:6079.44922 [718] validation_0-mae:4892.24268 validation_1-mae:6079.16699 [719] validation_0-mae:4891.74902 validation_1-mae:6079.26514 [720] validation_0-mae:4890.37793 validation_1-mae:6079.15576 [721] validation_0-mae:4888.45215 validation_1-mae:6078.38574 [722] validation_0-mae:4887.81055 validation_1-mae:6078.71094 [723] validation_0-mae:4886.99756 validation_1-mae:6078.75781 [724] validation_0-mae:4885.61523 validation_1-mae:6078.32764 [725] validation_0-mae:4883.74219 validation_1-mae:6079.02588 [726] validation_0-mae:4882.77051 validation_1-mae:6079.00147 [727] validation_0-mae:4881.59033 validation_1-mae:6079.24609 [728] validation_0-mae:4880.62353 validation_1-mae:6078.72070 [729] validation_0-mae:4878.81055 validation_1-mae:6079.35840 [730] validation_0-mae:4877.85205 validation_1-mae:6078.97168 [731] validation_0-mae:4876.60010 validation_1-mae:6079.02930 [732] validation_0-mae:4876.45605 validation_1-mae:6078.91211 [733] validation_0-mae:4874.70654 validation_1-mae:6078.60645 [734] validation_0-mae:4872.18701 validation_1-mae:6078.35107 [735] validation_0-mae:4870.41064 validation_1-mae:6077.95410 [736] validation_0-mae:4869.36279 validation_1-mae:6077.58398 [737] validation_0-mae:4866.40186 validation_1-mae:6076.02539 [738] validation_0-mae:4865.70361 validation_1-mae:6076.09717 [739] validation_0-mae:4865.55176 validation_1-mae:6076.10498 [740] validation_0-mae:4864.46728 validation_1-mae:6075.67432 [741] validation_0-mae:4864.07471 validation_1-mae:6075.43701 [742] validation_0-mae:4863.04053 validation_1-mae:6074.56592 [743] validation_0-mae:4862.01758 validation_1-mae:6074.77930 [744] validation_0-mae:4861.34863 validation_1-mae:6075.14453 [745] validation_0-mae:4859.31592 validation_1-mae:6075.97266 [746] validation_0-mae:4858.79785 validation_1-mae:6075.67432 [747] validation_0-mae:4857.41602 validation_1-mae:6076.01855 [748] validation_0-mae:4857.17920 validation_1-mae:6076.02441 [749] validation_0-mae:4855.60791 validation_1-mae:6076.16846 [750] validation_0-mae:4854.85205 validation_1-mae:6076.25635 [751] validation_0-mae:4853.62061 validation_1-mae:6075.65381 [752] validation_0-mae:4852.22754 validation_1-mae:6074.99853 [753] validation_0-mae:4848.93018 validation_1-mae:6075.08789 [754] validation_0-mae:4847.80957 validation_1-mae:6074.69971 [755] validation_0-mae:4845.16748 validation_1-mae:6074.05566 [756] validation_0-mae:4842.99902 validation_1-mae:6074.15137 [757] validation_0-mae:4840.17090 validation_1-mae:6074.77051 [758] validation_0-mae:4839.11914 validation_1-mae:6074.75244 [759] validation_0-mae:4836.92383 validation_1-mae:6075.32959 [760] validation_0-mae:4835.89941 validation_1-mae:6075.37402 [761] validation_0-mae:4835.27832 validation_1-mae:6074.82471 [762] validation_0-mae:4834.26611 validation_1-mae:6074.84131 [763] validation_0-mae:4833.86182 validation_1-mae:6074.68994 [764] validation_0-mae:4832.23096 validation_1-mae:6074.27100 [765] validation_0-mae:4830.29297 validation_1-mae:6073.46143 [766] validation_0-mae:4829.52881 validation_1-mae:6073.35938 [767] validation_0-mae:4828.09912 validation_1-mae:6073.24756 [768] validation_0-mae:4826.27978 validation_1-mae:6073.03076 [769] validation_0-mae:4824.83105 validation_1-mae:6072.77588 [770] validation_0-mae:4823.16504 validation_1-mae:6072.76270 [771] validation_0-mae:4822.46094 validation_1-mae:6072.51367 [772] validation_0-mae:4821.40723 validation_1-mae:6071.20166 [773] validation_0-mae:4820.71582 validation_1-mae:6071.09228 [774] validation_0-mae:4819.68457 validation_1-mae:6071.03027 [775] validation_0-mae:4818.12988 validation_1-mae:6070.53418 [776] validation_0-mae:4816.20215 validation_1-mae:6070.03369 [777] validation_0-mae:4815.29346 validation_1-mae:6069.67969 [778] validation_0-mae:4814.33643 validation_1-mae:6069.23828 [779] validation_0-mae:4813.59326 validation_1-mae:6069.02051 [780] validation_0-mae:4813.51855 validation_1-mae:6069.00830 [781] validation_0-mae:4812.34814 validation_1-mae:6069.14062 [782] validation_0-mae:4809.90967 validation_1-mae:6067.40381 [783] validation_0-mae:4808.36133 validation_1-mae:6067.04980 [784] validation_0-mae:4806.48389 validation_1-mae:6066.63232 [785] validation_0-mae:4804.94043 validation_1-mae:6066.75439 [786] validation_0-mae:4802.68262 validation_1-mae:6065.87695 [787] validation_0-mae:4801.52344 validation_1-mae:6066.07910 [788] validation_0-mae:4799.47900 validation_1-mae:6065.85986 [789] validation_0-mae:4798.59033 validation_1-mae:6066.08105 [790] validation_0-mae:4796.17529 validation_1-mae:6064.59375 [791] validation_0-mae:4795.00488 validation_1-mae:6064.45654 [792] validation_0-mae:4793.61426 validation_1-mae:6063.49023 [793] validation_0-mae:4791.91455 validation_1-mae:6062.99707 [794] validation_0-mae:4790.34082 validation_1-mae:6062.91309 [795] validation_0-mae:4788.71680 validation_1-mae:6063.79639 [796] validation_0-mae:4788.41992 validation_1-mae:6063.99853 [797] validation_0-mae:4786.61621 validation_1-mae:6063.09814 [798] validation_0-mae:4785.28809 validation_1-mae:6063.07324 [799] validation_0-mae:4783.27978 validation_1-mae:6063.25732 [800] validation_0-mae:4781.72266 validation_1-mae:6063.34570 [801] validation_0-mae:4780.50391 validation_1-mae:6063.48291 [802] validation_0-mae:4778.10303 validation_1-mae:6064.45312 [803] validation_0-mae:4776.82031 validation_1-mae:6064.65869 [804] validation_0-mae:4775.12158 validation_1-mae:6064.56836 [805] validation_0-mae:4774.59570 validation_1-mae:6064.22119 [806] validation_0-mae:4773.44141 validation_1-mae:6064.20166 [807] validation_0-mae:4771.42041 validation_1-mae:6064.20850 [808] validation_0-mae:4770.52637 validation_1-mae:6063.85742 [809] validation_0-mae:4768.91797 validation_1-mae:6063.78369 [810] validation_0-mae:4767.30273 validation_1-mae:6063.80908 [811] validation_0-mae:4765.63379 validation_1-mae:6062.73145 [812] validation_0-mae:4763.13965 validation_1-mae:6061.33105 [813] validation_0-mae:4761.90869 validation_1-mae:6060.86475 [814] validation_0-mae:4760.45312 validation_1-mae:6060.19580 [815] validation_0-mae:4759.55322 validation_1-mae:6060.31592 [816] validation_0-mae:4758.98975 validation_1-mae:6060.29736 [817] validation_0-mae:4757.61377 validation_1-mae:6060.17432 [818] validation_0-mae:4755.56006 validation_1-mae:6059.19238 [819] validation_0-mae:4754.36865 validation_1-mae:6059.04004 [820] validation_0-mae:4753.28809 validation_1-mae:6058.52246 [821] validation_0-mae:4752.27686 validation_1-mae:6058.09228 [822] validation_0-mae:4751.18506 validation_1-mae:6058.27930 [823] validation_0-mae:4749.69482 validation_1-mae:6057.89453 [824] validation_0-mae:4748.76709 validation_1-mae:6057.61621 [825] validation_0-mae:4748.04834 validation_1-mae:6057.54102 [826] validation_0-mae:4746.99072 validation_1-mae:6057.19580 [827] validation_0-mae:4745.64844 validation_1-mae:6057.25928 [828] validation_0-mae:4743.81787 validation_1-mae:6056.56934 [829] validation_0-mae:4741.83105 validation_1-mae:6055.75830 [830] validation_0-mae:4739.57471 validation_1-mae:6054.66455 [831] validation_0-mae:4738.49023 validation_1-mae:6054.81543 [832] validation_0-mae:4737.27490 validation_1-mae:6054.72217 [833] validation_0-mae:4736.17871 validation_1-mae:6054.58398 [834] validation_0-mae:4734.82080 validation_1-mae:6054.09522 [835] validation_0-mae:4733.85742 validation_1-mae:6054.33154 [836] validation_0-mae:4733.04346 validation_1-mae:6054.28906 [837] validation_0-mae:4731.20361 validation_1-mae:6053.28125 [838] validation_0-mae:4730.18994 validation_1-mae:6053.14795 [839] validation_0-mae:4729.19580 validation_1-mae:6052.47022 [840] validation_0-mae:4727.56934 validation_1-mae:6052.06152 [841] validation_0-mae:4726.49170 validation_1-mae:6052.57031 [842] validation_0-mae:4726.21924 validation_1-mae:6052.49609 [843] validation_0-mae:4724.47559 validation_1-mae:6052.42871 [844] validation_0-mae:4723.58105 validation_1-mae:6052.35059 [845] validation_0-mae:4721.68848 validation_1-mae:6052.39307 [846] validation_0-mae:4719.15967 validation_1-mae:6050.97559 [847] validation_0-mae:4716.77344 validation_1-mae:6050.45605 [848] validation_0-mae:4715.38037 validation_1-mae:6050.46387 [849] validation_0-mae:4713.09326 validation_1-mae:6050.81689 [850] validation_0-mae:4711.54443 validation_1-mae:6050.73584 [851] validation_0-mae:4709.50391 validation_1-mae:6050.67969 [852] validation_0-mae:4708.45654 validation_1-mae:6051.02978 [853] validation_0-mae:4707.03418 validation_1-mae:6051.25781 [854] validation_0-mae:4705.04297 validation_1-mae:6050.49707 [855] validation_0-mae:4702.70020 validation_1-mae:6051.34228 [856] validation_0-mae:4700.89404 validation_1-mae:6051.74219 [857] validation_0-mae:4698.96094 validation_1-mae:6051.14844 [858] validation_0-mae:4697.59766 validation_1-mae:6050.78467 [859] validation_0-mae:4696.23145 validation_1-mae:6050.55322 [860] validation_0-mae:4694.54688 validation_1-mae:6049.88623 [861] validation_0-mae:4693.08594 validation_1-mae:6049.43506 [862] validation_0-mae:4692.14160 validation_1-mae:6049.67236 [863] validation_0-mae:4691.34131 validation_1-mae:6049.42285 [864] validation_0-mae:4690.28272 validation_1-mae:6049.93848 [865] validation_0-mae:4689.68018 validation_1-mae:6050.24951 [866] validation_0-mae:4689.28711 validation_1-mae:6049.88965 [867] validation_0-mae:4688.54150 validation_1-mae:6049.44189 [868] validation_0-mae:4687.03662 validation_1-mae:6049.10254 [869] validation_0-mae:4685.44434 validation_1-mae:6048.44189 [870] validation_0-mae:4683.73193 validation_1-mae:6047.52734 [871] validation_0-mae:4682.95996 validation_1-mae:6047.06689 [872] validation_0-mae:4680.80615 validation_1-mae:6046.13867 [873] validation_0-mae:4679.99707 validation_1-mae:6045.87402 [874] validation_0-mae:4678.86230 validation_1-mae:6044.81836 [875] validation_0-mae:4677.48486 validation_1-mae:6044.59033 [876] validation_0-mae:4676.08398 validation_1-mae:6044.40234 [877] validation_0-mae:4674.47510 validation_1-mae:6043.86865 [878] validation_0-mae:4673.41113 validation_1-mae:6044.56006 [879] validation_0-mae:4672.00293 validation_1-mae:6044.22119 [880] validation_0-mae:4670.21973 validation_1-mae:6043.93115 [881] validation_0-mae:4669.63379 validation_1-mae:6044.06543 [882] validation_0-mae:4669.07324 validation_1-mae:6044.15674 [883] validation_0-mae:4668.27881 validation_1-mae:6043.86768 [884] validation_0-mae:4666.58936 validation_1-mae:6043.56055 [885] validation_0-mae:4664.70459 validation_1-mae:6043.29199 [886] validation_0-mae:4663.00195 validation_1-mae:6042.45654 [887] validation_0-mae:4661.27881 validation_1-mae:6041.81299 [888] validation_0-mae:4660.32715 validation_1-mae:6041.69043 [889] validation_0-mae:4659.19629 validation_1-mae:6041.86865 [890] validation_0-mae:4658.19629 validation_1-mae:6042.12207 [891] validation_0-mae:4656.05859 validation_1-mae:6041.04395 [892] validation_0-mae:4655.92578 validation_1-mae:6041.18066 [893] validation_0-mae:4655.20410 validation_1-mae:6041.16504 [894] validation_0-mae:4654.39893 validation_1-mae:6041.01904 [895] validation_0-mae:4653.61768 validation_1-mae:6041.12256 [896] validation_0-mae:4652.51904 validation_1-mae:6040.49561 [897] validation_0-mae:4651.57666 validation_1-mae:6040.59180 [898] validation_0-mae:4649.26953 validation_1-mae:6040.61035 [899] validation_0-mae:4648.64014 validation_1-mae:6040.50928 [900] validation_0-mae:4647.52002 validation_1-mae:6040.39111 [901] validation_0-mae:4646.76221 validation_1-mae:6040.42822 [902] validation_0-mae:4645.97754 validation_1-mae:6040.17480 [903] validation_0-mae:4644.40478 validation_1-mae:6039.71582 [904] validation_0-mae:4643.07715 validation_1-mae:6039.45850 [905] validation_0-mae:4641.46533 validation_1-mae:6038.89209 [906] validation_0-mae:4640.48438 validation_1-mae:6038.76025 [907] validation_0-mae:4638.55127 validation_1-mae:6037.98389 [908] validation_0-mae:4637.27295 validation_1-mae:6037.97803 [909] validation_0-mae:4636.71045 validation_1-mae:6038.16406 [910] validation_0-mae:4635.41016 validation_1-mae:6037.81836 [911] validation_0-mae:4633.22949 validation_1-mae:6036.91406 [912] validation_0-mae:4631.82666 validation_1-mae:6036.32227 [913] validation_0-mae:4630.63477 validation_1-mae:6036.28467 [914] validation_0-mae:4629.11035 validation_1-mae:6035.31152 [915] validation_0-mae:4627.77344 validation_1-mae:6034.81641 [916] validation_0-mae:4626.10791 validation_1-mae:6034.52295 [917] validation_0-mae:4624.71826 validation_1-mae:6034.26904 [918] validation_0-mae:4623.44482 validation_1-mae:6033.82568 [919] validation_0-mae:4622.75098 validation_1-mae:6033.93945 [920] validation_0-mae:4621.82080 validation_1-mae:6034.06445 [921] validation_0-mae:4621.01123 validation_1-mae:6033.96533 [922] validation_0-mae:4619.93652 validation_1-mae:6034.42725 [923] validation_0-mae:4618.98926 validation_1-mae:6034.51611 [924] validation_0-mae:4617.26221 validation_1-mae:6033.99512 [925] validation_0-mae:4615.65234 validation_1-mae:6033.63525 [926] validation_0-mae:4614.19775 validation_1-mae:6033.46973 [927] validation_0-mae:4613.38818 validation_1-mae:6033.23975 [928] validation_0-mae:4612.07129 validation_1-mae:6033.65576 [929] validation_0-mae:4610.04248 validation_1-mae:6033.74463 [930] validation_0-mae:4608.58740 validation_1-mae:6033.67969 [931] validation_0-mae:4606.69531 validation_1-mae:6033.46924 [932] validation_0-mae:4604.54688 validation_1-mae:6034.43603 [933] validation_0-mae:4603.38184 validation_1-mae:6034.39746 [934] validation_0-mae:4601.88232 validation_1-mae:6034.48193 [935] validation_0-mae:4600.72266 validation_1-mae:6034.29395 [936] validation_0-mae:4599.81885 validation_1-mae:6034.18164 [937] validation_0-mae:4597.82031 validation_1-mae:6033.79004 [938] validation_0-mae:4596.84180 validation_1-mae:6033.60010 [939] validation_0-mae:4595.97998 validation_1-mae:6033.73877 [940] validation_0-mae:4594.99414 validation_1-mae:6033.58740 [941] validation_0-mae:4594.86182 validation_1-mae:6033.42822 [942] validation_0-mae:4593.04932 validation_1-mae:6032.49414 [943] validation_0-mae:4591.78809 validation_1-mae:6032.86084 [944] validation_0-mae:4590.38965 validation_1-mae:6032.23877 [945] validation_0-mae:4589.41504 validation_1-mae:6031.83887 [946] validation_0-mae:4588.36523 validation_1-mae:6032.58301 [947] validation_0-mae:4587.30566 validation_1-mae:6032.63428 [948] validation_0-mae:4585.49756 validation_1-mae:6032.06103 [949] validation_0-mae:4584.47949 validation_1-mae:6031.77978 [950] validation_0-mae:4583.28223 validation_1-mae:6031.65772 [951] validation_0-mae:4582.00537 validation_1-mae:6031.04150 [952] validation_0-mae:4581.74463 validation_1-mae:6031.15869 [953] validation_0-mae:4581.04199 validation_1-mae:6031.28320 [954] validation_0-mae:4580.14062 validation_1-mae:6031.13867 [955] validation_0-mae:4578.41113 validation_1-mae:6030.56787 [956] validation_0-mae:4577.11523 validation_1-mae:6030.28027 [957] validation_0-mae:4577.00342 validation_1-mae:6030.26270 [958] validation_0-mae:4575.86328 validation_1-mae:6029.84180 [959] validation_0-mae:4575.08838 validation_1-mae:6030.08887 [960] validation_0-mae:4573.65478 validation_1-mae:6029.93555 [961] validation_0-mae:4572.66211 validation_1-mae:6029.98584 [962] validation_0-mae:4572.19727 validation_1-mae:6029.71631 [963] validation_0-mae:4571.32666 validation_1-mae:6029.77393 [964] validation_0-mae:4570.72607 validation_1-mae:6029.93750 [965] validation_0-mae:4570.01562 validation_1-mae:6030.17822 [966] validation_0-mae:4569.00488 validation_1-mae:6029.82812 [967] validation_0-mae:4568.17578 validation_1-mae:6029.56152 [968] validation_0-mae:4566.78809 validation_1-mae:6028.98633 [969] validation_0-mae:4566.32959 validation_1-mae:6028.91748 [970] validation_0-mae:4566.29443 validation_1-mae:6028.95215 [971] validation_0-mae:4565.51318 validation_1-mae:6029.03418 [972] validation_0-mae:4563.54736 validation_1-mae:6029.78369 [973] validation_0-mae:4563.10010 validation_1-mae:6030.00684 [974] validation_0-mae:4561.09912 validation_1-mae:6028.95459 [975] validation_0-mae:4559.44238 validation_1-mae:6029.43115 [976] validation_0-mae:4558.06787 validation_1-mae:6029.37061 [977] validation_0-mae:4556.68066 validation_1-mae:6029.52832 [978] validation_0-mae:4554.72412 validation_1-mae:6029.37598 [979] validation_0-mae:4553.51611 validation_1-mae:6029.65137 [980] validation_0-mae:4552.02344 validation_1-mae:6029.22314 [981] validation_0-mae:4551.11914 validation_1-mae:6029.24902 [982] validation_0-mae:4550.40527 validation_1-mae:6028.91309 [983] validation_0-mae:4549.34375 validation_1-mae:6029.68262 [984] validation_0-mae:4546.11182 validation_1-mae:6029.67334 [985] validation_0-mae:4545.25830 validation_1-mae:6029.79736 [986] validation_0-mae:4544.25635 validation_1-mae:6029.96436 [987] validation_0-mae:4543.37353 validation_1-mae:6029.97900 [988] validation_0-mae:4542.64502 validation_1-mae:6029.78223 [989] validation_0-mae:4541.75879 validation_1-mae:6030.11572 [990] validation_0-mae:4540.44824 validation_1-mae:6030.21094 [991] validation_0-mae:4539.53955 validation_1-mae:6030.85938 [992] validation_0-mae:4538.25439 validation_1-mae:6031.01416 [993] validation_0-mae:4537.37012 validation_1-mae:6030.66846 [994] validation_0-mae:4536.86084 validation_1-mae:6030.63721 [995] validation_0-mae:4536.53711 validation_1-mae:6030.50488 [996] validation_0-mae:4535.51416 validation_1-mae:6030.76025 [997] validation_0-mae:4535.15039 validation_1-mae:6030.64258 [998] validation_0-mae:4534.27783 validation_1-mae:6030.75244 [999] validation_0-mae:4533.66846 validation_1-mae:6030.64453 [1000] validation_0-mae:4533.22803 validation_1-mae:6030.63574 [1001] validation_0-mae:4532.54395 validation_1-mae:6030.89795 [1002] validation_0-mae:4531.59033 validation_1-mae:6030.86523 [1003] validation_0-mae:4531.01123 validation_1-mae:6030.76514 [1004] validation_0-mae:4530.05566 validation_1-mae:6030.39648 [1005] validation_0-mae:4529.26904 validation_1-mae:6030.51270 [1006] validation_0-mae:4527.33398 validation_1-mae:6031.02051 [1007] validation_0-mae:4525.10400 validation_1-mae:6030.45312 [1008] validation_0-mae:4522.84619 validation_1-mae:6030.34424 [1009] validation_0-mae:4521.22461 validation_1-mae:6030.45215 [1010] validation_0-mae:4520.64209 validation_1-mae:6030.86816 [1011] validation_0-mae:4519.91650 validation_1-mae:6030.92236 [1012] validation_0-mae:4518.39404 validation_1-mae:6029.98486 [1013] validation_0-mae:4517.69824 validation_1-mae:6029.61084 [1014] validation_0-mae:4516.75391 validation_1-mae:6029.49463 [1015] validation_0-mae:4516.07373 validation_1-mae:6029.49463 [1016] validation_0-mae:4515.20361 validation_1-mae:6029.48779 [1017] validation_0-mae:4515.05518 validation_1-mae:6029.78760 [1018] validation_0-mae:4514.03662 validation_1-mae:6030.08252 [1019] validation_0-mae:4513.09277 validation_1-mae:6030.36865 [1020] validation_0-mae:4511.09033 validation_1-mae:6030.71240 [1021] validation_0-mae:4511.05469 validation_1-mae:6030.74512 [1022] validation_0-mae:4510.97559 validation_1-mae:6030.72656 [1023] validation_0-mae:4510.59326 validation_1-mae:6030.85596 [1024] validation_0-mae:4510.01514 validation_1-mae:6030.69580 [1025] validation_0-mae:4508.43750 validation_1-mae:6030.94385 [1026] validation_0-mae:4507.49121 validation_1-mae:6030.75049 [1027] validation_0-mae:4504.92383 validation_1-mae:6029.69580 [1028] validation_0-mae:4503.11768 validation_1-mae:6030.21191 [1029] validation_0-mae:4502.23486 validation_1-mae:6030.24316 [1030] validation_0-mae:4500.91748 validation_1-mae:6029.73877 [1031] validation_0-mae:4499.60938 validation_1-mae:6029.49853 [1032] validation_0-mae:4497.13916 validation_1-mae:6029.89844 [1033] validation_0-mae:4496.06689 validation_1-mae:6030.66064 [1034] validation_0-mae:4494.76953 validation_1-mae:6030.70605 [1035] validation_0-mae:4493.88867 validation_1-mae:6030.97803 [1036] validation_0-mae:4492.50488 validation_1-mae:6030.91455 [1037] validation_0-mae:4491.95605 validation_1-mae:6030.80957 [1038] validation_0-mae:4490.27588 validation_1-mae:6029.88867 [1039] validation_0-mae:4489.58008 validation_1-mae:6029.68262 [1040] validation_0-mae:4488.36719 validation_1-mae:6029.07471 [1041] validation_0-mae:4487.46289 validation_1-mae:6029.15772 [1042] validation_0-mae:4486.39258 validation_1-mae:6029.45361 [1043] validation_0-mae:4485.27100 validation_1-mae:6029.50537 [1044] validation_0-mae:4484.69092 validation_1-mae:6029.72656 [1045] validation_0-mae:4483.73730 validation_1-mae:6029.54688 [1046] validation_0-mae:4481.41992 validation_1-mae:6030.15625 [1047] validation_0-mae:4479.60107 validation_1-mae:6030.87842 [1048] validation_0-mae:4479.50879 validation_1-mae:6030.80811 [1049] validation_0-mae:4478.34424 validation_1-mae:6031.37744 [1050] validation_0-mae:4476.61133 validation_1-mae:6032.32568 [1051] validation_0-mae:4476.00879 validation_1-mae:6032.31641 [1052] validation_0-mae:4475.33887 validation_1-mae:6032.60205 [1053] validation_0-mae:4474.49707 validation_1-mae:6032.88379 [1054] validation_0-mae:4473.45850 validation_1-mae:6032.75000 [1055] validation_0-mae:4472.40186 validation_1-mae:6032.89014 [1056] validation_0-mae:4471.32373 validation_1-mae:6032.88330 [1057] validation_0-mae:4469.47852 validation_1-mae:6032.42529 [1058] validation_0-mae:4468.74853 validation_1-mae:6032.74121 [1059] validation_0-mae:4467.84375 validation_1-mae:6032.48975 [1060] validation_0-mae:4467.16504 validation_1-mae:6032.23877 [1061] validation_0-mae:4466.02783 validation_1-mae:6032.36328 [1062] validation_0-mae:4464.74658 validation_1-mae:6032.29541 [1063] validation_0-mae:4462.82373 validation_1-mae:6032.47119 [1064] validation_0-mae:4461.98486 validation_1-mae:6032.71680 [1065] validation_0-mae:4460.85352 validation_1-mae:6033.16162 [1066] validation_0-mae:4459.79248 validation_1-mae:6032.80420 [1067] validation_0-mae:4458.50244 validation_1-mae:6032.38525 [1068] validation_0-mae:4458.14209 validation_1-mae:6032.08594 [1069] validation_0-mae:4457.61816 validation_1-mae:6032.17529 [1070] validation_0-mae:4457.32178 validation_1-mae:6031.97266 [1071] validation_0-mae:4456.40918 validation_1-mae:6031.81787 [1072] validation_0-mae:4455.62256 validation_1-mae:6031.17139 [1073] validation_0-mae:4455.39990 validation_1-mae:6031.05615 [1074] validation_0-mae:4454.45703 validation_1-mae:6031.03418 [1075] validation_0-mae:4454.40332 validation_1-mae:6031.08740 [1076] validation_0-mae:4454.37207 validation_1-mae:6031.12451 [1077] validation_0-mae:4452.87402 validation_1-mae:6031.33643 [1078] validation_0-mae:4450.95898 validation_1-mae:6031.15430 [1079] validation_0-mae:4449.66406 validation_1-mae:6031.30664 [1080] validation_0-mae:4448.63184 validation_1-mae:6031.34863 [1081] validation_0-mae:4447.45264 validation_1-mae:6031.18750 [1082] validation_0-mae:4446.24805 validation_1-mae:6031.71826 [1083] validation_0-mae:4444.72852 validation_1-mae:6031.68262 [1084] validation_0-mae:4443.87305 validation_1-mae:6032.51416 [1085] validation_0-mae:4443.00098 validation_1-mae:6032.30566 [1086] validation_0-mae:4442.35254 validation_1-mae:6032.04150 [1087] validation_0-mae:4441.71289 validation_1-mae:6032.18213 [1088] validation_0-mae:4439.99609 validation_1-mae:6031.82080 [1089] validation_0-mae:4439.19629 validation_1-mae:6032.07568 [1090] validation_0-mae:4438.29492 validation_1-mae:6032.24365 [1091] validation_0-mae:4437.46631 validation_1-mae:6032.30273 [1092] validation_0-mae:4435.20850 validation_1-mae:6031.69434 [1093] validation_0-mae:4434.49268 validation_1-mae:6031.75684 [1094] validation_0-mae:4431.96240 validation_1-mae:6030.87353 [1095] validation_0-mae:4430.33789 validation_1-mae:6030.41699 [1096] validation_0-mae:4428.56445 validation_1-mae:6031.39746 [1097] validation_0-mae:4427.70850 validation_1-mae:6031.65772 [1098] validation_0-mae:4426.66797 validation_1-mae:6031.76758 [1099] validation_0-mae:4424.87988 validation_1-mae:6031.64502 [1100] validation_0-mae:4424.24561 validation_1-mae:6031.31641 [1101] validation_0-mae:4423.72998 validation_1-mae:6031.28564 [1102] validation_0-mae:4422.66797 validation_1-mae:6031.16162 [1103] validation_0-mae:4421.42334 validation_1-mae:6030.82373 [1104] validation_0-mae:4419.77441 validation_1-mae:6030.17676 [1105] validation_0-mae:4418.77881 validation_1-mae:6030.27734 [1106] validation_0-mae:4418.03760 validation_1-mae:6030.29248 [1107] validation_0-mae:4416.88379 validation_1-mae:6029.82471 [1108] validation_0-mae:4415.40478 validation_1-mae:6029.64307 [1109] validation_0-mae:4413.98389 validation_1-mae:6029.31250 [1110] validation_0-mae:4413.21240 validation_1-mae:6029.31103 [1111] validation_0-mae:4411.87207 validation_1-mae:6029.39014 [1112] validation_0-mae:4411.02734 validation_1-mae:6029.47119 [1113] validation_0-mae:4410.42188 validation_1-mae:6029.11914 [1114] validation_0-mae:4409.66504 validation_1-mae:6029.57617 [1115] validation_0-mae:4409.16113 validation_1-mae:6029.54199 [1116] validation_0-mae:4407.57227 validation_1-mae:6029.85010 [1117] validation_0-mae:4405.49561 validation_1-mae:6029.47217 [1118] validation_0-mae:4404.75098 validation_1-mae:6029.22266 [1119] validation_0-mae:4404.04248 validation_1-mae:6029.46631 [1120] validation_0-mae:4403.52686 validation_1-mae:6029.56006 [1121] validation_0-mae:4402.21875 validation_1-mae:6029.34863 [1122] validation_0-mae:4401.00342 validation_1-mae:6028.82959 [1123] validation_0-mae:4399.66016 validation_1-mae:6029.09668 [1124] validation_0-mae:4398.30420 validation_1-mae:6028.86084 [1125] validation_0-mae:4397.43750 validation_1-mae:6028.94629 [1126] validation_0-mae:4395.58887 validation_1-mae:6029.28516 [1127] validation_0-mae:4393.71924 validation_1-mae:6029.30371 [1128] validation_0-mae:4392.40674 validation_1-mae:6029.42432 [1129] validation_0-mae:4391.18066 validation_1-mae:6028.98926 [1130] validation_0-mae:4389.33643 validation_1-mae:6028.96338 [1131] validation_0-mae:4387.85449 validation_1-mae:6028.73779 [1132] validation_0-mae:4386.13477 validation_1-mae:6029.10449 [1133] validation_0-mae:4384.57129 validation_1-mae:6028.69531 [1134] validation_0-mae:4383.39746 validation_1-mae:6028.49561 [1135] validation_0-mae:4381.86670 validation_1-mae:6027.47314 [1136] validation_0-mae:4380.47559 validation_1-mae:6027.64746 [1137] validation_0-mae:4379.68018 validation_1-mae:6027.68262 [1138] validation_0-mae:4378.46680 validation_1-mae:6027.88965 [1139] validation_0-mae:4376.30078 validation_1-mae:6026.90039 [1140] validation_0-mae:4375.81299 validation_1-mae:6026.89941 [1141] validation_0-mae:4375.43115 validation_1-mae:6026.70020 [1142] validation_0-mae:4375.07959 validation_1-mae:6027.13672 [1143] validation_0-mae:4373.84814 validation_1-mae:6027.18262 [1144] validation_0-mae:4373.50391 validation_1-mae:6026.91602 [1145] validation_0-mae:4373.11670 validation_1-mae:6026.88379 [1146] validation_0-mae:4372.65576 validation_1-mae:6026.94580 [1147] validation_0-mae:4372.41016 validation_1-mae:6027.06738 [1148] validation_0-mae:4370.86426 validation_1-mae:6026.98682 [1149] validation_0-mae:4370.04443 validation_1-mae:6026.81250 [1150] validation_0-mae:4368.48828 validation_1-mae:6027.43750 [1151] validation_0-mae:4366.62207 validation_1-mae:6026.15918 [1152] validation_0-mae:4365.20166 validation_1-mae:6026.84912 [1153] validation_0-mae:4363.91992 validation_1-mae:6027.35986 [1154] validation_0-mae:4362.59473 validation_1-mae:6027.22266 [1155] validation_0-mae:4361.32812 validation_1-mae:6027.36328 [1156] validation_0-mae:4360.20312 validation_1-mae:6027.17773 [1157] validation_0-mae:4358.81641 validation_1-mae:6027.29297 [1158] validation_0-mae:4358.03564 validation_1-mae:6027.21436 [1159] validation_0-mae:4356.41016 validation_1-mae:6027.01904 [1160] validation_0-mae:4355.43213 validation_1-mae:6026.67480 [1161] validation_0-mae:4354.52637 validation_1-mae:6026.67383 [1162] validation_0-mae:4352.91260 validation_1-mae:6026.57129 [1163] validation_0-mae:4351.77148 validation_1-mae:6026.36035 [1164] validation_0-mae:4350.38770 validation_1-mae:6026.35010 [1165] validation_0-mae:4349.80371 validation_1-mae:6026.35010 [1166] validation_0-mae:4349.78809 validation_1-mae:6026.40039 [1167] validation_0-mae:4349.01172 validation_1-mae:6026.40527 [1168] validation_0-mae:4347.25391 validation_1-mae:6026.27881 [1169] validation_0-mae:4347.13379 validation_1-mae:6026.25781 [1170] validation_0-mae:4345.12598 validation_1-mae:6026.22998 [1171] validation_0-mae:4344.18897 validation_1-mae:6025.88184 [1172] validation_0-mae:4343.76953 validation_1-mae:6025.74951 [1173] validation_0-mae:4342.98828 validation_1-mae:6025.51465 [1174] validation_0-mae:4341.85010 validation_1-mae:6024.84375 [1175] validation_0-mae:4340.63379 validation_1-mae:6025.44580 [1176] validation_0-mae:4339.86426 validation_1-mae:6025.02051 [1177] validation_0-mae:4338.54443 validation_1-mae:6025.75244 [1178] validation_0-mae:4336.95898 validation_1-mae:6025.62695 [1179] validation_0-mae:4335.97022 validation_1-mae:6025.27148 [1180] validation_0-mae:4334.74121 validation_1-mae:6025.64795 [1181] validation_0-mae:4333.74268 validation_1-mae:6026.32471 [1182] validation_0-mae:4332.05566 validation_1-mae:6026.37500 [1183] validation_0-mae:4331.47266 validation_1-mae:6026.92090 [1184] validation_0-mae:4330.59180 validation_1-mae:6027.40430 [1185] validation_0-mae:4329.48975 validation_1-mae:6027.17529 [1186] validation_0-mae:4328.24561 validation_1-mae:6026.61865 [1187] validation_0-mae:4327.06299 validation_1-mae:6026.22022 [1188] validation_0-mae:4326.48584 validation_1-mae:6026.44580 [1189] validation_0-mae:4325.60449 validation_1-mae:6026.90576 [1190] validation_0-mae:4324.21826 validation_1-mae:6027.52637 [1191] validation_0-mae:4322.81299 validation_1-mae:6026.74658 [1192] validation_0-mae:4321.53027 validation_1-mae:6026.41553 [1193] validation_0-mae:4320.20410 validation_1-mae:6025.94678 [1194] validation_0-mae:4318.49219 validation_1-mae:6025.89160 [1195] validation_0-mae:4317.35205 validation_1-mae:6025.46582 [1196] validation_0-mae:4315.43799 validation_1-mae:6025.05078 [1197] validation_0-mae:4314.17529 validation_1-mae:6024.73047 [1198] validation_0-mae:4312.94238 validation_1-mae:6024.68945 [1199] validation_0-mae:4311.81152 validation_1-mae:6024.75781 [1200] validation_0-mae:4310.84814 validation_1-mae:6024.44482 [1201] validation_0-mae:4309.81787 validation_1-mae:6023.94531 [1202] validation_0-mae:4308.32764 validation_1-mae:6024.45312 [1203] validation_0-mae:4307.87207 validation_1-mae:6024.32275 [1204] validation_0-mae:4307.29199 validation_1-mae:6023.99316 [1205] validation_0-mae:4306.66797 validation_1-mae:6024.01270 [1206] validation_0-mae:4305.20410 validation_1-mae:6023.85645 [1207] validation_0-mae:4304.05322 validation_1-mae:6024.41260 [1208] validation_0-mae:4303.07715 validation_1-mae:6024.05420 [1209] validation_0-mae:4302.36133 validation_1-mae:6023.87842 [1210] validation_0-mae:4301.55762 validation_1-mae:6023.66748 [1211] validation_0-mae:4300.90381 validation_1-mae:6023.83691 [1212] validation_0-mae:4300.45020 validation_1-mae:6024.14893 [1213] validation_0-mae:4299.41162 validation_1-mae:6023.65381 [1214] validation_0-mae:4298.52393 validation_1-mae:6024.08447 [1215] validation_0-mae:4297.72217 validation_1-mae:6024.17432 [1216] validation_0-mae:4296.46631 validation_1-mae:6024.30811 [1217] validation_0-mae:4295.15234 validation_1-mae:6024.09766 [1218] validation_0-mae:4294.18652 validation_1-mae:6023.82178 [1219] validation_0-mae:4292.97998 validation_1-mae:6024.32031 [1220] validation_0-mae:4291.99072 validation_1-mae:6024.23926 [1221] validation_0-mae:4291.43018 validation_1-mae:6024.00781 [1222] validation_0-mae:4290.79736 validation_1-mae:6023.73926 [1223] validation_0-mae:4290.14258 validation_1-mae:6024.26904 [1224] validation_0-mae:4288.93897 validation_1-mae:6025.01172 [1225] validation_0-mae:4287.62988 validation_1-mae:6025.68164 [1226] validation_0-mae:4286.69775 validation_1-mae:6025.61963 [1227] validation_0-mae:4286.18652 validation_1-mae:6025.78516 [1228] validation_0-mae:4285.85205 validation_1-mae:6025.75244 [1229] validation_0-mae:4285.80371 validation_1-mae:6025.69482 [1230] validation_0-mae:4285.06885 validation_1-mae:6025.65869 [1231] validation_0-mae:4284.30615 validation_1-mae:6025.22314 [1232] validation_0-mae:4283.10986 validation_1-mae:6025.68945 [1233] validation_0-mae:4281.42822 validation_1-mae:6025.71777 [1234] validation_0-mae:4281.11865 validation_1-mae:6025.47070 [1235] validation_0-mae:4280.55371 validation_1-mae:6025.46094 [1236] validation_0-mae:4279.71289 validation_1-mae:6025.67090 [1237] validation_0-mae:4278.97022 validation_1-mae:6025.90430 [1238] validation_0-mae:4278.57275 validation_1-mae:6026.05322 [1239] validation_0-mae:4276.77197 validation_1-mae:6026.31885 [1240] validation_0-mae:4275.14111 validation_1-mae:6026.01709 [1241] validation_0-mae:4273.92334 validation_1-mae:6025.59814 [1242] validation_0-mae:4273.59033 validation_1-mae:6025.59912 [1243] validation_0-mae:4272.47119 validation_1-mae:6025.83691 [1244] validation_0-mae:4271.10889 validation_1-mae:6026.74853 [1245] validation_0-mae:4270.02881 validation_1-mae:6026.53174 [1246] validation_0-mae:4269.19385 validation_1-mae:6026.59473 [1247] validation_0-mae:4268.39893 validation_1-mae:6026.93164 [1248] validation_0-mae:4266.14453 validation_1-mae:6025.52441 [1249] validation_0-mae:4265.47852 validation_1-mae:6025.22314 [1250] validation_0-mae:4265.37256 validation_1-mae:6025.28027 [1251] validation_0-mae:4264.93652 validation_1-mae:6025.41016 [1252] validation_0-mae:4264.28223 validation_1-mae:6024.91113 [1253] validation_0-mae:4263.60205 validation_1-mae:6025.07568 [1254] validation_0-mae:4262.93066 validation_1-mae:6024.68652 [1255] validation_0-mae:4261.97461 validation_1-mae:6024.62500 [1256] validation_0-mae:4261.29150 validation_1-mae:6024.94092 [1257] validation_0-mae:4260.32812 validation_1-mae:6024.98242 [1258] validation_0-mae:4259.06055 validation_1-mae:6025.37647 [1259] validation_0-mae:4258.21387 validation_1-mae:6025.59766 [1260] validation_0-mae:4257.30029 validation_1-mae:6025.85889 [1261] validation_0-mae:4255.35303 validation_1-mae:6024.93799 [1262] validation_0-mae:4254.12500 validation_1-mae:6024.57715 [1263] validation_0-mae:4252.72022 validation_1-mae:6024.38623 [1264] validation_0-mae:4252.17480 validation_1-mae:6023.81299 [1265] validation_0-mae:4251.28857 validation_1-mae:6023.83252 [1266] validation_0-mae:4250.37842 validation_1-mae:6023.32520 [1267] validation_0-mae:4249.75195 validation_1-mae:6023.03613 [1268] validation_0-mae:4248.73096 validation_1-mae:6023.37891 [1269] validation_0-mae:4246.93994 validation_1-mae:6023.76074 [1270] validation_0-mae:4245.50000 validation_1-mae:6023.91260 [1271] validation_0-mae:4244.80371 validation_1-mae:6023.96240 [1272] validation_0-mae:4243.87891 validation_1-mae:6023.72168 [1273] validation_0-mae:4242.01660 validation_1-mae:6023.40478 [1274] validation_0-mae:4241.12744 validation_1-mae:6023.51221 [1275] validation_0-mae:4240.56494 validation_1-mae:6023.07520 [1276] validation_0-mae:4239.61230 validation_1-mae:6022.76270 [1277] validation_0-mae:4238.61670 validation_1-mae:6022.84424 [1278] validation_0-mae:4238.18897 validation_1-mae:6022.72852 [1279] validation_0-mae:4237.63623 validation_1-mae:6022.75293 [1280] validation_0-mae:4237.07715 validation_1-mae:6022.58350 [1281] validation_0-mae:4235.72852 validation_1-mae:6022.54248 [1282] validation_0-mae:4234.87988 validation_1-mae:6022.96338 [1283] validation_0-mae:4233.52832 validation_1-mae:6022.86621 [1284] validation_0-mae:4232.79590 validation_1-mae:6022.96680 [1285] validation_0-mae:4231.84375 validation_1-mae:6023.09766 [1286] validation_0-mae:4231.68701 validation_1-mae:6023.07861 [1287] validation_0-mae:4231.18262 validation_1-mae:6023.18897 [1288] validation_0-mae:4231.09424 validation_1-mae:6023.17920 [1289] validation_0-mae:4230.30762 validation_1-mae:6022.96777 [1290] validation_0-mae:4229.11230 validation_1-mae:6022.89209 [1291] validation_0-mae:4227.82520 validation_1-mae:6022.27393 [1292] validation_0-mae:4226.69482 validation_1-mae:6022.34863 [1293] validation_0-mae:4225.57080 validation_1-mae:6022.03467 [1294] validation_0-mae:4224.77344 validation_1-mae:6022.40234 [1295] validation_0-mae:4223.01172 validation_1-mae:6022.19043 [1296] validation_0-mae:4222.05811 validation_1-mae:6021.93164 [1297] validation_0-mae:4219.95410 validation_1-mae:6021.07275 [1298] validation_0-mae:4218.66797 validation_1-mae:6021.46191 [1299] validation_0-mae:4217.75781 validation_1-mae:6021.43066 [1300] validation_0-mae:4216.54932 validation_1-mae:6021.19434 [1301] validation_0-mae:4215.79883 validation_1-mae:6021.51172 [1302] validation_0-mae:4215.18359 validation_1-mae:6021.63184 [1303] validation_0-mae:4213.49219 validation_1-mae:6020.89160 [1304] validation_0-mae:4212.78076 validation_1-mae:6020.68506 [1305] validation_0-mae:4211.67578 validation_1-mae:6020.42822 [1306] validation_0-mae:4210.80078 validation_1-mae:6020.46436 [1307] validation_0-mae:4209.62012 validation_1-mae:6020.86816 [1308] validation_0-mae:4208.43506 validation_1-mae:6021.04443 [1309] validation_0-mae:4207.06934 validation_1-mae:6020.35498 [1310] validation_0-mae:4206.46533 validation_1-mae:6020.62647 [1311] validation_0-mae:4205.41650 validation_1-mae:6020.34766 [1312] validation_0-mae:4204.89746 validation_1-mae:6020.22559 [1313] validation_0-mae:4203.77197 validation_1-mae:6020.10742 [1314] validation_0-mae:4202.87402 validation_1-mae:6020.02637 [1315] validation_0-mae:4201.62988 validation_1-mae:6019.79346 [1316] validation_0-mae:4200.29883 validation_1-mae:6019.21924 [1317] validation_0-mae:4199.59668 validation_1-mae:6019.06445 [1318] validation_0-mae:4198.16016 validation_1-mae:6017.71484 [1319] validation_0-mae:4197.35498 validation_1-mae:6018.05811 [1320] validation_0-mae:4196.38818 validation_1-mae:6018.17334 [1321] validation_0-mae:4195.36865 validation_1-mae:6018.66504 [1322] validation_0-mae:4193.91455 validation_1-mae:6019.77344 [1323] validation_0-mae:4193.11084 validation_1-mae:6019.33984 [1324] validation_0-mae:4192.15381 validation_1-mae:6019.17041 [1325] validation_0-mae:4190.65283 validation_1-mae:6018.80713 [1326] validation_0-mae:4189.44727 validation_1-mae:6018.48535 [1327] validation_0-mae:4188.92773 validation_1-mae:6018.29688 [1328] validation_0-mae:4188.01611 validation_1-mae:6018.31006 [1329] validation_0-mae:4187.37402 validation_1-mae:6018.55225 [1330] validation_0-mae:4186.92383 validation_1-mae:6018.56543 [1331] validation_0-mae:4186.13916 validation_1-mae:6018.50391 [1332] validation_0-mae:4185.30762 validation_1-mae:6018.10156 [1333] validation_0-mae:4184.34473 validation_1-mae:6018.55762 [1334] validation_0-mae:4183.21338 validation_1-mae:6018.32715 [1335] validation_0-mae:4182.71728 validation_1-mae:6018.45996 [1336] validation_0-mae:4181.99268 validation_1-mae:6018.29150 [1337] validation_0-mae:4181.12451 validation_1-mae:6018.86426 [1338] validation_0-mae:4180.26953 validation_1-mae:6019.28272 [1339] validation_0-mae:4178.83594 validation_1-mae:6019.34814 [1340] validation_0-mae:4178.28857 validation_1-mae:6019.50635 [1341] validation_0-mae:4177.78809 validation_1-mae:6019.61768 [1342] validation_0-mae:4177.40039 validation_1-mae:6019.35303 [1343] validation_0-mae:4175.96191 validation_1-mae:6019.24658 [1344] validation_0-mae:4175.11084 validation_1-mae:6019.10596 [1345] validation_0-mae:4174.62207 validation_1-mae:6019.18457 [1346] validation_0-mae:4173.54492 validation_1-mae:6018.96045 [1347] validation_0-mae:4172.81738 validation_1-mae:6018.86377 [1348] validation_0-mae:4171.89404 validation_1-mae:6019.28711 [1349] validation_0-mae:4171.15674 validation_1-mae:6019.26318 [1350] validation_0-mae:4170.10059 validation_1-mae:6018.87012 [1351] validation_0-mae:4169.29199 validation_1-mae:6018.67090 [1352] validation_0-mae:4168.30273 validation_1-mae:6018.81397 [1353] validation_0-mae:4167.14404 validation_1-mae:6018.69434 [1354] validation_0-mae:4166.12353 validation_1-mae:6018.69727 [1355] validation_0-mae:4165.09424 validation_1-mae:6019.08154 [1356] validation_0-mae:4164.43897 validation_1-mae:6019.26123 [1357] validation_0-mae:4163.56055 validation_1-mae:6019.39209 [1358] validation_0-mae:4162.41797 validation_1-mae:6019.34082 [1359] validation_0-mae:4161.56543 validation_1-mae:6018.77637 [1360] validation_0-mae:4161.11279 validation_1-mae:6018.76807 [1361] validation_0-mae:4159.80029 validation_1-mae:6017.98486 [1362] validation_0-mae:4159.27539 validation_1-mae:6018.03809 [1363] validation_0-mae:4157.79346 validation_1-mae:6018.15723 [1364] validation_0-mae:4157.26416 validation_1-mae:6018.32373 [1365] validation_0-mae:4156.28125 validation_1-mae:6017.83008 [1366] validation_0-mae:4155.81738 validation_1-mae:6017.91162 [1367] validation_0-mae:4155.46240 validation_1-mae:6017.79736 [1368] validation_0-mae:4154.40186 validation_1-mae:6017.71045 [1369] validation_0-mae:4153.83057 validation_1-mae:6017.79443 [1370] validation_0-mae:4152.93897 validation_1-mae:6017.53955 [1371] validation_0-mae:4152.29932 validation_1-mae:6017.69385 [1372] validation_0-mae:4151.14844 validation_1-mae:6017.70020 [1373] validation_0-mae:4150.73975 validation_1-mae:6017.57959 [1374] validation_0-mae:4150.15527 validation_1-mae:6017.81397 [1375] validation_0-mae:4149.55957 validation_1-mae:6017.79150 [1376] validation_0-mae:4149.17236 validation_1-mae:6017.85254 [1377] validation_0-mae:4147.78857 validation_1-mae:6017.78809 [1378] validation_0-mae:4145.91846 validation_1-mae:6017.45166 [1379] validation_0-mae:4145.01172 validation_1-mae:6017.45703 [1380] validation_0-mae:4143.99316 validation_1-mae:6017.74902 [1381] validation_0-mae:4143.16504 validation_1-mae:6017.84082 [1382] validation_0-mae:4142.47168 validation_1-mae:6017.45654 [1383] validation_0-mae:4142.16260 validation_1-mae:6017.38086 [1384] validation_0-mae:4141.52051 validation_1-mae:6017.39160 [1385] validation_0-mae:4141.40625 validation_1-mae:6017.36768 [1386] validation_0-mae:4141.25342 validation_1-mae:6017.50830 [1387] validation_0-mae:4139.93652 validation_1-mae:6016.91211 [1388] validation_0-mae:4139.21289 validation_1-mae:6016.95117 [1389] validation_0-mae:4138.49512 validation_1-mae:6017.35303 [1390] validation_0-mae:4138.13428 validation_1-mae:6017.35059 [1391] validation_0-mae:4137.33447 validation_1-mae:6017.43164 [1392] validation_0-mae:4136.54590 validation_1-mae:6017.44922 [1393] validation_0-mae:4135.93262 validation_1-mae:6017.58496 [1394] validation_0-mae:4135.15381 validation_1-mae:6017.21924 [1395] validation_0-mae:4133.80371 validation_1-mae:6017.44141 [1396] validation_0-mae:4132.61523 validation_1-mae:6018.03076 [1397] validation_0-mae:4131.33447 validation_1-mae:6017.88037 [1398] validation_0-mae:4130.62695 validation_1-mae:6018.02197 [1399] validation_0-mae:4129.51172 validation_1-mae:6018.20166 [1400] validation_0-mae:4128.40918 validation_1-mae:6018.02978 [1401] validation_0-mae:4127.65527 validation_1-mae:6018.01758 [1402] validation_0-mae:4126.82617 validation_1-mae:6018.19922 [1403] validation_0-mae:4126.29346 validation_1-mae:6018.49707 [1404] validation_0-mae:4125.84326 validation_1-mae:6018.60889 [1405] validation_0-mae:4125.36523 validation_1-mae:6018.77295 [1406] validation_0-mae:4124.46191 validation_1-mae:6018.84131 [1407] validation_0-mae:4123.94043 validation_1-mae:6019.15381 [1408] validation_0-mae:4123.34033 validation_1-mae:6019.12939 [1409] validation_0-mae:4123.23486 validation_1-mae:6019.27734 [1410] validation_0-mae:4121.95605 validation_1-mae:6019.79150 [1411] validation_0-mae:4121.78564 validation_1-mae:6019.65918 [1412] validation_0-mae:4121.26514 validation_1-mae:6019.67041 [1413] validation_0-mae:4120.79395 validation_1-mae:6019.67188 [1414] validation_0-mae:4120.51855 validation_1-mae:6019.70117 [1415] validation_0-mae:4119.17871 validation_1-mae:6019.34033 [1416] validation_0-mae:4118.13135 validation_1-mae:6019.42090 [1417] validation_0-mae:4117.20850 validation_1-mae:6019.32275 [1418] validation_0-mae:4116.16064 validation_1-mae:6019.68457 [1419] validation_0-mae:4115.15430 validation_1-mae:6019.51807 [1420] validation_0-mae:4114.13721 validation_1-mae:6019.09766 [1421] validation_0-mae:4113.50293 validation_1-mae:6019.14111 [1422] validation_0-mae:4112.38623 validation_1-mae:6018.70605 [1423] validation_0-mae:4111.94922 validation_1-mae:6018.67969 [1424] validation_0-mae:4111.16748 validation_1-mae:6018.25781 [1425] validation_0-mae:4110.64014 validation_1-mae:6018.38379 [1426] validation_0-mae:4110.26807 validation_1-mae:6018.35791 [1427] validation_0-mae:4109.81934 validation_1-mae:6018.38623 [1428] validation_0-mae:4108.58057 validation_1-mae:6017.73828 [1429] validation_0-mae:4107.66895 validation_1-mae:6017.68066 [1430] validation_0-mae:4106.56982 validation_1-mae:6017.58740 [1431] validation_0-mae:4105.90088 validation_1-mae:6017.50488 [1432] validation_0-mae:4105.11426 validation_1-mae:6017.43603 [1433] validation_0-mae:4104.35547 validation_1-mae:6017.64941 [1434] validation_0-mae:4103.73730 validation_1-mae:6017.89502 [1435] validation_0-mae:4103.05078 validation_1-mae:6018.28369 [1436] validation_0-mae:4101.67529 validation_1-mae:6018.28955 [1437] validation_0-mae:4100.76953 validation_1-mae:6018.05908 [1438] validation_0-mae:4099.92480 validation_1-mae:6018.04297 [1439] validation_0-mae:4098.71436 validation_1-mae:6017.77441 [1440] validation_0-mae:4097.49658 validation_1-mae:6018.32959 [1441] validation_0-mae:4096.63477 validation_1-mae:6018.33496 [1442] validation_0-mae:4095.52710 validation_1-mae:6017.96484 [1443] validation_0-mae:4094.08716 validation_1-mae:6017.56934 [1444] validation_0-mae:4093.00073 validation_1-mae:6017.94629 [1445] validation_0-mae:4092.10791 validation_1-mae:6018.09180 [1446] validation_0-mae:4090.58643 validation_1-mae:6018.18799 [1447] validation_0-mae:4089.40601 validation_1-mae:6018.01416 [1448] validation_0-mae:4088.14038 validation_1-mae:6017.75928 [1449] validation_0-mae:4087.16943 validation_1-mae:6017.68262 [1450] validation_0-mae:4085.84424 validation_1-mae:6017.54492 [1451] validation_0-mae:4084.74902 validation_1-mae:6017.53174 [1452] validation_0-mae:4083.22314 validation_1-mae:6017.29199 [1453] validation_0-mae:4082.42041 validation_1-mae:6017.23047 [1454] validation_0-mae:4081.70752 validation_1-mae:6017.04932 [1455] validation_0-mae:4080.55151 validation_1-mae:6017.28809 [1456] validation_0-mae:4079.14722 validation_1-mae:6017.37695 [1457] validation_0-mae:4078.06177 validation_1-mae:6017.53809 [1458] validation_0-mae:4077.28491 validation_1-mae:6017.45361 [1459] validation_0-mae:4075.78467 validation_1-mae:6016.69629 [1460] validation_0-mae:4075.09741 validation_1-mae:6016.86621 [1461] validation_0-mae:4074.33423 validation_1-mae:6017.01611 [1462] validation_0-mae:4073.06055 validation_1-mae:6017.26367 [1463] validation_0-mae:4072.23999 validation_1-mae:6017.48389 [1464] validation_0-mae:4071.68994 validation_1-mae:6017.69287 [1465] validation_0-mae:4071.25391 validation_1-mae:6017.68213 [1466] validation_0-mae:4070.75317 validation_1-mae:6017.70361 [1467] validation_0-mae:4070.40723 validation_1-mae:6017.67969 [1468] validation_0-mae:4070.15576 validation_1-mae:6018.03760 [1469] validation_0-mae:4069.73047 validation_1-mae:6018.17139 [1470] validation_0-mae:4068.93872 validation_1-mae:6018.13281 [1471] validation_0-mae:4068.29956 validation_1-mae:6018.27148 [1472] validation_0-mae:4068.05591 validation_1-mae:6018.38330 [1473] validation_0-mae:4067.43823 validation_1-mae:6018.93213 [1474] validation_0-mae:4066.47827 validation_1-mae:6018.53125 [1475] validation_0-mae:4066.04419 validation_1-mae:6018.35400 [1476] validation_0-mae:4065.10425 validation_1-mae:6018.59668 [1477] validation_0-mae:4064.72437 validation_1-mae:6018.68115 [1478] validation_0-mae:4063.53809 validation_1-mae:6018.87598 [1479] validation_0-mae:4063.05176 validation_1-mae:6018.55225 [1480] validation_0-mae:4061.16846 validation_1-mae:6018.52783 [1481] validation_0-mae:4060.31348 validation_1-mae:6018.01074 [1482] validation_0-mae:4059.43652 validation_1-mae:6017.97510 [1483] validation_0-mae:4058.73144 validation_1-mae:6017.93945 [1484] validation_0-mae:4058.40210 validation_1-mae:6017.83789 [1485] validation_0-mae:4057.64160 validation_1-mae:6018.05322 [1486] validation_0-mae:4057.22437 validation_1-mae:6018.22217 [1487] validation_0-mae:4055.98828 validation_1-mae:6018.24414 [1488] validation_0-mae:4055.22583 validation_1-mae:6018.53125 [1489] validation_0-mae:4054.75952 validation_1-mae:6018.75781 [1490] validation_0-mae:4053.63013 validation_1-mae:6018.59277 [1491] validation_0-mae:4052.72021 validation_1-mae:6018.71094 [1492] validation_0-mae:4051.86719 validation_1-mae:6018.82959 [1493] validation_0-mae:4051.47852 validation_1-mae:6018.56543 [1494] validation_0-mae:4050.83301 validation_1-mae:6018.46191 [1495] validation_0-mae:4049.75488 validation_1-mae:6018.63672 [1496] validation_0-mae:4048.36792 validation_1-mae:6018.24170 [1497] validation_0-mae:4047.98755 validation_1-mae:6018.05322 [1498] validation_0-mae:4047.13232 validation_1-mae:6018.35352 [1499] validation_0-mae:4046.04224 validation_1-mae:6018.52832 [1500] validation_0-mae:4044.20410 validation_1-mae:6017.52588 [1501] validation_0-mae:4042.87939 validation_1-mae:6018.45703 [1502] validation_0-mae:4042.41382 validation_1-mae:6018.70996 [1503] validation_0-mae:4042.38696 validation_1-mae:6018.71826 [1504] validation_0-mae:4042.17895 validation_1-mae:6018.72217 [1505] validation_0-mae:4042.16064 validation_1-mae:6018.72949 [1506] validation_0-mae:4041.66431 validation_1-mae:6018.70215 [1507] validation_0-mae:4040.51611 validation_1-mae:6018.34326 [1508] validation_0-mae:4039.68530 validation_1-mae:6018.18457 [1509] validation_0-mae:4039.10938 validation_1-mae:6018.37451 [1510] validation_0-mae:4038.56177 validation_1-mae:6018.28662 [1511] validation_0-mae:4038.05591 validation_1-mae:6018.14600 [1512] validation_0-mae:4036.36597 validation_1-mae:6018.03467 [1513] validation_0-mae:4035.49121 validation_1-mae:6017.98193 [1514] validation_0-mae:4034.80591 validation_1-mae:6018.11182 [1515] validation_0-mae:4034.18677 validation_1-mae:6018.18359 [1516] validation_0-mae:4033.62354 validation_1-mae:6018.10986 [1517] validation_0-mae:4032.97192 validation_1-mae:6018.18262 [1518] validation_0-mae:4032.34155 validation_1-mae:6018.32471 [1519] validation_0-mae:4031.50464 validation_1-mae:6018.23145 [1520] validation_0-mae:4030.52393 validation_1-mae:6017.89258 [1521] validation_0-mae:4029.62036 validation_1-mae:6017.92334 [1522] validation_0-mae:4028.61548 validation_1-mae:6018.08740 [1523] validation_0-mae:4027.89697 validation_1-mae:6018.28564 [1524] validation_0-mae:4026.88745 validation_1-mae:6018.44043 [1525] validation_0-mae:4026.11401 validation_1-mae:6018.40234 [1526] validation_0-mae:4025.40527 validation_1-mae:6018.66846 [1527] validation_0-mae:4023.91553 validation_1-mae:6019.04688 [1528] validation_0-mae:4022.42871 validation_1-mae:6019.06982 [1529] validation_0-mae:4021.13501 validation_1-mae:6018.86865 [1530] validation_0-mae:4019.96948 validation_1-mae:6018.35059 [1531] validation_0-mae:4019.19312 validation_1-mae:6018.11426 [1532] validation_0-mae:4018.41553 validation_1-mae:6018.72168 [1533] validation_0-mae:4016.94409 validation_1-mae:6018.66504 [1534] validation_0-mae:4016.33740 validation_1-mae:6018.49658 [1535] validation_0-mae:4015.42358 validation_1-mae:6018.74707 [1536] validation_0-mae:4014.63159 validation_1-mae:6019.22461 [1537] validation_0-mae:4013.89526 validation_1-mae:6019.60693 [1538] validation_0-mae:4012.36792 validation_1-mae:6019.25732 [1539] validation_0-mae:4011.45679 validation_1-mae:6018.95459 [1540] validation_0-mae:4010.91968 validation_1-mae:6019.03418 [1541] validation_0-mae:4009.26782 validation_1-mae:6019.58057 [1542] validation_0-mae:4008.14868 validation_1-mae:6019.59326 [1543] validation_0-mae:4007.39014 validation_1-mae:6019.67578 [1544] validation_0-mae:4007.01074 validation_1-mae:6019.55566 [1545] validation_0-mae:4006.29443 validation_1-mae:6019.42285 [1546] validation_0-mae:4005.54004 validation_1-mae:6019.24951 [1547] validation_0-mae:4005.01172 validation_1-mae:6019.43799 [1548] validation_0-mae:4004.36914 validation_1-mae:6019.29834 [1549] validation_0-mae:4003.49658 validation_1-mae:6019.54590 [1550] validation_0-mae:4002.43091 validation_1-mae:6019.61621 [1551] validation_0-mae:4001.88574 validation_1-mae:6019.65967 [1552] validation_0-mae:4000.95508 validation_1-mae:6019.18652 [1553] validation_0-mae:4000.20337 validation_1-mae:6018.82080 [1554] validation_0-mae:3999.48022 validation_1-mae:6019.00537 [1555] validation_0-mae:3998.86523 validation_1-mae:6018.98242 [1556] validation_0-mae:3998.09521 validation_1-mae:6018.70557 [1557] validation_0-mae:3997.19702 validation_1-mae:6019.11035 [1558] validation_0-mae:3996.40015 validation_1-mae:6018.98975 [1559] validation_0-mae:3994.65405 validation_1-mae:6019.12891 [1560] validation_0-mae:3993.14356 validation_1-mae:6019.01318 [1561] validation_0-mae:3992.18237 validation_1-mae:6018.53076 [1562] validation_0-mae:3991.63184 validation_1-mae:6018.54102 [1563] validation_0-mae:3990.98169 validation_1-mae:6018.37402 [1564] validation_0-mae:3990.56812 validation_1-mae:6018.85938 [1565] validation_0-mae:3989.00903 validation_1-mae:6019.41309 [1566] validation_0-mae:3988.57715 validation_1-mae:6019.05322 [1567] validation_0-mae:3987.51099 validation_1-mae:6019.19824 [1568] validation_0-mae:3986.39331 validation_1-mae:6019.44189 [1569] validation_0-mae:3985.31323 validation_1-mae:6019.68213 [1570] validation_0-mae:3984.10205 validation_1-mae:6019.62402 [1571] validation_0-mae:3983.68506 validation_1-mae:6019.21875 [1572] validation_0-mae:3982.66260 validation_1-mae:6019.36768 [1573] validation_0-mae:3981.61768 validation_1-mae:6019.12109 [1574] validation_0-mae:3981.26440 validation_1-mae:6019.21924 [1575] validation_0-mae:3980.79639 validation_1-mae:6019.31592 [1576] validation_0-mae:3979.74390 validation_1-mae:6019.56348 [1577] validation_0-mae:3978.68555 validation_1-mae:6020.25391 [1578] validation_0-mae:3978.34766 validation_1-mae:6020.40332 [1579] validation_0-mae:3977.49780 validation_1-mae:6020.73145 [1580] validation_0-mae:3976.67481 validation_1-mae:6020.31201 [1581] validation_0-mae:3976.11182 validation_1-mae:6020.25830 [1582] validation_0-mae:3975.48364 validation_1-mae:6020.30273 [1583] validation_0-mae:3975.09790 validation_1-mae:6020.20557 [1584] validation_0-mae:3974.00635 validation_1-mae:6020.66650 [1585] validation_0-mae:3973.39770 validation_1-mae:6020.70947 [1586] validation_0-mae:3972.74658 validation_1-mae:6020.78662 [1587] validation_0-mae:3971.69849 validation_1-mae:6020.85596 [1588] validation_0-mae:3970.95630 validation_1-mae:6020.65381 [1589] validation_0-mae:3969.12695 validation_1-mae:6019.56055 [1590] validation_0-mae:3968.55395 validation_1-mae:6019.48926 [1591] validation_0-mae:3967.49561 validation_1-mae:6019.47998 [1592] validation_0-mae:3966.94556 validation_1-mae:6019.45557 [1593] validation_0-mae:3966.31616 validation_1-mae:6019.30469 [1594] validation_0-mae:3965.18872 validation_1-mae:6019.21631 [1595] validation_0-mae:3964.17773 validation_1-mae:6019.23535 [1596] validation_0-mae:3963.08911 validation_1-mae:6020.14990 [1597] validation_0-mae:3962.06030 validation_1-mae:6020.85889 [1598] validation_0-mae:3961.30786 validation_1-mae:6020.72559 [1599] validation_0-mae:3960.84839 validation_1-mae:6020.94727 [1600] validation_0-mae:3960.32690 validation_1-mae:6020.82910 [1601] validation_0-mae:3959.52954 validation_1-mae:6021.82080 [1602] validation_0-mae:3958.28296 validation_1-mae:6021.56494 [1603] validation_0-mae:3957.57617 validation_1-mae:6021.73535 [1604] validation_0-mae:3957.00952 validation_1-mae:6021.53955 [1605] validation_0-mae:3955.96436 validation_1-mae:6021.43994 [1606] validation_0-mae:3955.02734 validation_1-mae:6020.90430 [1607] validation_0-mae:3953.73022 validation_1-mae:6020.41455 [1608] validation_0-mae:3953.23389 validation_1-mae:6020.19629 [1609] validation_0-mae:3952.43726 validation_1-mae:6020.12891 [1610] validation_0-mae:3951.91235 validation_1-mae:6020.19629 [1611] validation_0-mae:3950.94287 validation_1-mae:6020.30957 [1612] validation_0-mae:3950.55347 validation_1-mae:6020.27978 [1613] validation_0-mae:3949.77344 validation_1-mae:6020.02393 [1614] validation_0-mae:3948.57300 validation_1-mae:6019.59473 [1615] validation_0-mae:3947.67969 validation_1-mae:6019.37109 [1616] validation_0-mae:3947.05371 validation_1-mae:6019.42041 [1617] validation_0-mae:3946.35107 validation_1-mae:6019.38037 [1618] validation_0-mae:3945.89356 validation_1-mae:6019.47998 [1619] validation_0-mae:3945.44165 validation_1-mae:6019.47607 [1620] validation_0-mae:3944.93237 validation_1-mae:6019.74609 [1621] validation_0-mae:3944.03345 validation_1-mae:6020.14160 [1622] validation_0-mae:3942.67895 validation_1-mae:6019.97852 [1623] validation_0-mae:3942.03589 validation_1-mae:6020.14258 [1624] validation_0-mae:3941.34546 validation_1-mae:6019.94922 [1625] validation_0-mae:3940.97021 validation_1-mae:6019.76709 [1626] validation_0-mae:3940.14014 validation_1-mae:6020.04346 [1627] validation_0-mae:3939.83618 validation_1-mae:6020.14453 [1628] validation_0-mae:3939.14648 validation_1-mae:6020.01025 [1629] validation_0-mae:3938.47388 validation_1-mae:6019.91943 [1630] validation_0-mae:3938.16626 validation_1-mae:6020.19971 [1631] validation_0-mae:3937.57202 validation_1-mae:6020.11230 [1632] validation_0-mae:3936.97876 validation_1-mae:6020.16602 [1633] validation_0-mae:3935.87646 validation_1-mae:6020.24658 [1634] validation_0-mae:3935.05981 validation_1-mae:6020.11035 [1635] validation_0-mae:3934.32153 validation_1-mae:6020.07227 [1636] validation_0-mae:3933.76392 validation_1-mae:6020.00147 [1637] validation_0-mae:3933.35400 validation_1-mae:6020.35889 [1638] validation_0-mae:3932.41138 validation_1-mae:6020.65967 [1639] validation_0-mae:3931.59302 validation_1-mae:6020.74365 [1640] validation_0-mae:3930.90454 validation_1-mae:6020.96191 [1641] validation_0-mae:3930.32422 validation_1-mae:6020.65918 [1642] validation_0-mae:3929.44189 validation_1-mae:6020.91846 [1643] validation_0-mae:3928.82544 validation_1-mae:6021.10547 [1644] validation_0-mae:3927.90967 validation_1-mae:6021.40576 [1645] validation_0-mae:3926.88281 validation_1-mae:6021.73975 [1646] validation_0-mae:3926.09326 validation_1-mae:6021.32910 [1647] validation_0-mae:3925.03442 validation_1-mae:6021.18018 [1648] validation_0-mae:3924.39941 validation_1-mae:6021.11768 [1649] validation_0-mae:3923.25244 validation_1-mae:6020.70752 [1650] validation_0-mae:3922.21387 validation_1-mae:6020.86084 [1651] validation_0-mae:3921.32544 validation_1-mae:6021.09228 [1652] validation_0-mae:3920.59009 validation_1-mae:6021.16943 [1653] validation_0-mae:3918.73975 validation_1-mae:6021.33252 [1654] validation_0-mae:3918.14404 validation_1-mae:6021.36914 [1655] validation_0-mae:3917.36768 validation_1-mae:6021.70312 [1656] validation_0-mae:3916.63745 validation_1-mae:6022.11475 [1657] validation_0-mae:3915.36353 validation_1-mae:6021.88818 [1658] validation_0-mae:3914.85083 validation_1-mae:6022.17773 [1659] validation_0-mae:3914.01025 validation_1-mae:6021.98926 [1660] validation_0-mae:3913.53662 validation_1-mae:6021.84912 [1661] validation_0-mae:3912.72607 validation_1-mae:6021.72852 [1662] validation_0-mae:3911.55811 validation_1-mae:6021.97852 [1663] validation_0-mae:3910.64600 validation_1-mae:6021.81201 [1664] validation_0-mae:3910.08032 validation_1-mae:6022.07275 [1665] validation_0-mae:3909.44482 validation_1-mae:6022.36670 [1666] validation_0-mae:3908.60644 validation_1-mae:6022.59570 [1667] validation_0-mae:3908.16138 validation_1-mae:6022.57471 [1668] validation_0-mae:3907.59717 validation_1-mae:6022.62451 [1669] validation_0-mae:3906.87964 validation_1-mae:6022.68603 [1670] validation_0-mae:3905.94800 validation_1-mae:6022.86328 [1671] validation_0-mae:3905.31323 validation_1-mae:6022.95557 [1672] validation_0-mae:3904.77563 validation_1-mae:6023.02783 [1673] validation_0-mae:3904.57105 validation_1-mae:6023.05615 [1674] validation_0-mae:3904.16504 validation_1-mae:6023.23096 [1675] validation_0-mae:3903.47681 validation_1-mae:6023.72363 [1676] validation_0-mae:3902.04492 validation_1-mae:6023.26758 [1677] validation_0-mae:3900.61865 validation_1-mae:6022.74170 [1678] validation_0-mae:3899.44189 validation_1-mae:6022.62598 [1679] validation_0-mae:3898.58398 validation_1-mae:6023.26660 [1680] validation_0-mae:3897.59277 validation_1-mae:6023.12256 [1681] validation_0-mae:3896.71997 validation_1-mae:6023.17725 [1682] validation_0-mae:3895.94116 validation_1-mae:6023.18066 [1683] validation_0-mae:3895.18262 validation_1-mae:6023.28760 [1684] validation_0-mae:3893.92920 validation_1-mae:6023.49414 [1685] validation_0-mae:3893.31421 validation_1-mae:6023.75537 [1686] validation_0-mae:3892.59863 validation_1-mae:6023.32959 [1687] validation_0-mae:3891.50659 validation_1-mae:6023.62891 [1688] validation_0-mae:3890.57007 validation_1-mae:6023.84228 [1689] validation_0-mae:3889.99316 validation_1-mae:6023.79736 [1690] validation_0-mae:3889.16089 validation_1-mae:6023.67090 [1691] validation_0-mae:3888.67529 validation_1-mae:6023.53955 [1692] validation_0-mae:3887.16089 validation_1-mae:6023.50195 [1693] validation_0-mae:3886.23340 validation_1-mae:6023.52637 [1694] validation_0-mae:3885.98828 validation_1-mae:6023.51221 [1695] validation_0-mae:3884.58740 validation_1-mae:6023.47022 [1696] validation_0-mae:3883.64453 validation_1-mae:6023.47754 [1697] validation_0-mae:3883.05640 validation_1-mae:6023.46289 [1698] validation_0-mae:3880.85742 validation_1-mae:6023.91748 [1699] validation_0-mae:3880.05615 validation_1-mae:6024.43262 Dropping: wers [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.80371 validation_1-mae:9622.95019 [14] validation_0-mae:9418.69336 validation_1-mae:9232.30078 [15] validation_0-mae:9084.21289 validation_1-mae:8904.87988 [16] validation_0-mae:8802.56641 validation_1-mae:8633.47754 [17] validation_0-mae:8567.59277 validation_1-mae:8407.86523 [18] validation_0-mae:8374.69629 validation_1-mae:8219.55762 [19] validation_0-mae:8212.52734 validation_1-mae:8065.69775 [20] validation_0-mae:8070.86719 validation_1-mae:7941.07178 [21] validation_0-mae:7947.77051 validation_1-mae:7833.37158 [22] validation_0-mae:7849.09668 validation_1-mae:7743.82471 [23] validation_0-mae:7765.13428 validation_1-mae:7672.24902 [24] validation_0-mae:7681.85889 validation_1-mae:7596.39209 [25] validation_0-mae:7610.23633 validation_1-mae:7535.25977 [26] validation_0-mae:7554.63428 validation_1-mae:7488.39111 [27] validation_0-mae:7495.78711 validation_1-mae:7436.64551 [28] validation_0-mae:7441.54932 validation_1-mae:7388.79346 [29] validation_0-mae:7395.34131 validation_1-mae:7346.60693 [30] validation_0-mae:7349.20068 validation_1-mae:7307.25147 [31] validation_0-mae:7319.40527 validation_1-mae:7287.39893 [32] validation_0-mae:7289.57812 validation_1-mae:7266.23438 [33] validation_0-mae:7252.77490 validation_1-mae:7237.36670 [34] validation_0-mae:7224.10498 validation_1-mae:7217.70605 [35] validation_0-mae:7201.51953 validation_1-mae:7202.95752 [36] validation_0-mae:7179.70117 validation_1-mae:7192.77588 [37] validation_0-mae:7151.38184 validation_1-mae:7168.54199 [38] validation_0-mae:7135.16455 validation_1-mae:7158.59961 [39] validation_0-mae:7117.34326 validation_1-mae:7148.83447 [40] validation_0-mae:7097.95410 validation_1-mae:7137.67334 [41] validation_0-mae:7078.20361 validation_1-mae:7125.44971 [42] validation_0-mae:7056.48877 validation_1-mae:7106.66748 [43] validation_0-mae:7034.45654 validation_1-mae:7088.90039 [44] validation_0-mae:7022.65039 validation_1-mae:7078.31738 [45] validation_0-mae:7007.58887 validation_1-mae:7071.62305 [46] validation_0-mae:6985.65039 validation_1-mae:7056.96777 [47] validation_0-mae:6974.83496 validation_1-mae:7051.34668 [48] validation_0-mae:6955.41455 validation_1-mae:7036.36768 [49] validation_0-mae:6938.90234 validation_1-mae:7025.85986 [50] validation_0-mae:6921.91357 validation_1-mae:7013.68750 [51] validation_0-mae:6904.82373 validation_1-mae:7003.40039 [52] validation_0-mae:6895.55225 validation_1-mae:6997.16895 [53] validation_0-mae:6874.67188 validation_1-mae:6978.99902 [54] validation_0-mae:6858.08008 validation_1-mae:6964.43457 [55] validation_0-mae:6847.78125 validation_1-mae:6958.14941 [56] validation_0-mae:6835.54883 validation_1-mae:6948.77246 [57] validation_0-mae:6822.20166 validation_1-mae:6939.93994 [58] validation_0-mae:6800.41016 validation_1-mae:6923.22266 [59] validation_0-mae:6786.74707 validation_1-mae:6913.64014 [60] validation_0-mae:6776.06641 validation_1-mae:6905.22754 [61] validation_0-mae:6766.57227 validation_1-mae:6897.98047 [62] validation_0-mae:6752.09668 validation_1-mae:6884.32812 [63] validation_0-mae:6741.47754 validation_1-mae:6878.08447 [64] validation_0-mae:6724.63477 validation_1-mae:6864.08350 [65] validation_0-mae:6710.59961 validation_1-mae:6851.23145 [66] validation_0-mae:6698.59277 validation_1-mae:6840.64502 [67] validation_0-mae:6682.68701 validation_1-mae:6830.17529 [68] validation_0-mae:6669.27637 validation_1-mae:6820.74902 [69] validation_0-mae:6662.05762 validation_1-mae:6813.92822 [70] validation_0-mae:6652.92725 validation_1-mae:6810.66064 [71] validation_0-mae:6640.27978 validation_1-mae:6800.61035 [72] validation_0-mae:6630.24805 validation_1-mae:6793.21924 [73] validation_0-mae:6620.95166 validation_1-mae:6788.46289 [74] validation_0-mae:6613.39160 validation_1-mae:6782.85986 [75] validation_0-mae:6604.54346 validation_1-mae:6779.14990 [76] validation_0-mae:6596.10107 validation_1-mae:6771.27051 [77] validation_0-mae:6583.87207 validation_1-mae:6763.48682 [78] validation_0-mae:6572.56885 validation_1-mae:6754.69287 [79] validation_0-mae:6563.47022 validation_1-mae:6746.88037 [80] validation_0-mae:6556.08105 validation_1-mae:6743.56885 [81] validation_0-mae:6546.00391 validation_1-mae:6735.55225 [82] validation_0-mae:6535.81641 validation_1-mae:6727.02539 [83] validation_0-mae:6522.48486 validation_1-mae:6717.14648 [84] validation_0-mae:6516.69482 validation_1-mae:6713.45996 [85] validation_0-mae:6504.70557 validation_1-mae:6703.51709 [86] validation_0-mae:6494.35742 validation_1-mae:6697.09326 [87] validation_0-mae:6485.75977 validation_1-mae:6695.50391 [88] validation_0-mae:6476.19922 validation_1-mae:6688.49463 [89] validation_0-mae:6473.69287 validation_1-mae:6687.17822 [90] validation_0-mae:6466.90576 validation_1-mae:6681.21143 [91] validation_0-mae:6457.48145 validation_1-mae:6673.49609 [92] validation_0-mae:6451.76367 validation_1-mae:6671.87939 [93] validation_0-mae:6447.23682 validation_1-mae:6669.89062 [94] validation_0-mae:6442.09766 validation_1-mae:6666.32275 [95] validation_0-mae:6433.17920 validation_1-mae:6659.83984 [96] validation_0-mae:6426.84912 validation_1-mae:6655.81592 [97] validation_0-mae:6418.68408 validation_1-mae:6650.72949 [98] validation_0-mae:6412.64551 validation_1-mae:6645.78418 [99] validation_0-mae:6407.27832 validation_1-mae:6642.30371 [100] validation_0-mae:6397.68848 validation_1-mae:6634.46191 [101] validation_0-mae:6393.87305 validation_1-mae:6631.61621 [102] validation_0-mae:6387.69727 validation_1-mae:6627.96777 [103] validation_0-mae:6378.82861 validation_1-mae:6620.78272 [104] validation_0-mae:6373.37549 validation_1-mae:6616.45898 [105] validation_0-mae:6364.20117 validation_1-mae:6609.39697 [106] validation_0-mae:6355.68262 validation_1-mae:6603.57373 [107] validation_0-mae:6351.41455 validation_1-mae:6601.00147 [108] validation_0-mae:6344.27197 validation_1-mae:6598.93408 [109] validation_0-mae:6340.39258 validation_1-mae:6597.20215 [110] validation_0-mae:6335.86670 validation_1-mae:6594.25830 [111] validation_0-mae:6330.64258 validation_1-mae:6590.05518 [112] validation_0-mae:6324.46338 validation_1-mae:6584.92627 [113] validation_0-mae:6317.85840 validation_1-mae:6580.74023 [114] validation_0-mae:6309.96191 validation_1-mae:6574.88086 [115] validation_0-mae:6306.64844 validation_1-mae:6572.77539 [116] validation_0-mae:6300.97412 validation_1-mae:6569.52393 [117] validation_0-mae:6298.77490 validation_1-mae:6568.90430 [118] validation_0-mae:6294.26611 validation_1-mae:6566.39697 [119] validation_0-mae:6291.87695 validation_1-mae:6564.06348 [120] validation_0-mae:6283.51270 validation_1-mae:6559.63672 [121] validation_0-mae:6277.05713 validation_1-mae:6556.29492 [122] validation_0-mae:6273.33447 validation_1-mae:6553.41553 [123] validation_0-mae:6268.18750 validation_1-mae:6550.81787 [124] validation_0-mae:6263.93457 validation_1-mae:6548.44531 [125] validation_0-mae:6260.83496 validation_1-mae:6546.07910 [126] validation_0-mae:6258.23584 validation_1-mae:6544.79053 [127] validation_0-mae:6250.82324 validation_1-mae:6541.09228 [128] validation_0-mae:6244.95654 validation_1-mae:6537.81885 [129] validation_0-mae:6239.92969 validation_1-mae:6533.68457 [130] validation_0-mae:6235.05420 validation_1-mae:6531.31397 [131] validation_0-mae:6229.88818 validation_1-mae:6528.69336 [132] validation_0-mae:6225.05322 validation_1-mae:6527.48779 [133] validation_0-mae:6218.77100 validation_1-mae:6524.16895 [134] validation_0-mae:6215.86719 validation_1-mae:6522.58447 [135] validation_0-mae:6214.19385 validation_1-mae:6521.60498 [136] validation_0-mae:6204.04102 validation_1-mae:6514.67139 [137] validation_0-mae:6199.38281 validation_1-mae:6512.01807 [138] validation_0-mae:6195.19385 validation_1-mae:6510.18506 [139] validation_0-mae:6193.28076 validation_1-mae:6510.26514 [140] validation_0-mae:6189.95508 validation_1-mae:6508.90088 [141] validation_0-mae:6186.04639 validation_1-mae:6508.56934 [142] validation_0-mae:6180.74219 validation_1-mae:6506.32178 [143] validation_0-mae:6175.24707 validation_1-mae:6502.93408 [144] validation_0-mae:6167.58740 validation_1-mae:6495.82471 [145] validation_0-mae:6165.63623 validation_1-mae:6494.56103 [146] validation_0-mae:6161.98730 validation_1-mae:6492.17920 [147] validation_0-mae:6158.76758 validation_1-mae:6490.19238 [148] validation_0-mae:6150.78125 validation_1-mae:6486.47070 [149] validation_0-mae:6147.44971 validation_1-mae:6484.80957 [150] validation_0-mae:6144.29053 validation_1-mae:6482.87061 [151] validation_0-mae:6138.75439 validation_1-mae:6478.06055 [152] validation_0-mae:6135.61963 validation_1-mae:6476.48438 [153] validation_0-mae:6127.30713 validation_1-mae:6470.24609 [154] validation_0-mae:6122.83887 validation_1-mae:6468.59570 [155] validation_0-mae:6121.84766 validation_1-mae:6468.62353 [156] validation_0-mae:6117.90820 validation_1-mae:6466.39160 [157] validation_0-mae:6113.95850 validation_1-mae:6463.91357 [158] validation_0-mae:6106.92188 validation_1-mae:6457.12695 [159] validation_0-mae:6102.96631 validation_1-mae:6454.32666 [160] validation_0-mae:6099.70752 validation_1-mae:6453.44238 [161] validation_0-mae:6096.54688 validation_1-mae:6451.87793 [162] validation_0-mae:6095.22461 validation_1-mae:6451.52686 [163] validation_0-mae:6091.09814 validation_1-mae:6449.29639 [164] validation_0-mae:6087.33203 validation_1-mae:6449.08252 [165] validation_0-mae:6084.10889 validation_1-mae:6447.02588 [166] validation_0-mae:6080.47754 validation_1-mae:6445.71875 [167] validation_0-mae:6077.16211 validation_1-mae:6445.70947 [168] validation_0-mae:6073.89404 validation_1-mae:6444.03272 [169] validation_0-mae:6068.86670 validation_1-mae:6440.64648 [170] validation_0-mae:6067.66406 validation_1-mae:6440.57520 [171] validation_0-mae:6061.23975 validation_1-mae:6435.52978 [172] validation_0-mae:6059.00147 validation_1-mae:6434.46484 [173] validation_0-mae:6055.75147 validation_1-mae:6432.88672 [174] validation_0-mae:6052.04102 validation_1-mae:6430.34570 [175] validation_0-mae:6047.43164 validation_1-mae:6427.94385 [176] validation_0-mae:6043.60693 validation_1-mae:6425.54980 [177] validation_0-mae:6039.53027 validation_1-mae:6424.75293 [178] validation_0-mae:6035.89160 validation_1-mae:6422.17383 [179] validation_0-mae:6034.12451 validation_1-mae:6420.74023 [180] validation_0-mae:6031.04395 validation_1-mae:6417.66846 [181] validation_0-mae:6028.33008 validation_1-mae:6417.56934 [182] validation_0-mae:6024.59082 validation_1-mae:6415.49951 [183] validation_0-mae:6020.92773 validation_1-mae:6414.21924 [184] validation_0-mae:6016.91113 validation_1-mae:6412.49072 [185] validation_0-mae:6014.05127 validation_1-mae:6410.64404 [186] validation_0-mae:6011.68701 validation_1-mae:6409.69092 [187] validation_0-mae:6009.20996 validation_1-mae:6408.30762 [188] validation_0-mae:6007.45654 validation_1-mae:6408.07715 [189] validation_0-mae:6004.31738 validation_1-mae:6407.21045 [190] validation_0-mae:5999.05469 validation_1-mae:6404.77295 [191] validation_0-mae:5997.36670 validation_1-mae:6404.30908 [192] validation_0-mae:5993.01270 validation_1-mae:6402.37158 [193] validation_0-mae:5989.82666 validation_1-mae:6401.44727 [194] validation_0-mae:5987.62305 validation_1-mae:6399.91992 [195] validation_0-mae:5983.81055 validation_1-mae:6397.60938 [196] validation_0-mae:5980.88232 validation_1-mae:6395.48340 [197] validation_0-mae:5975.76416 validation_1-mae:6391.84766 [198] validation_0-mae:5972.05957 validation_1-mae:6390.47803 [199] validation_0-mae:5970.29053 validation_1-mae:6389.68799 [200] validation_0-mae:5967.48193 validation_1-mae:6388.81934 [201] validation_0-mae:5964.29150 validation_1-mae:6386.75830 [202] validation_0-mae:5962.17334 validation_1-mae:6386.16260 [203] validation_0-mae:5959.12744 validation_1-mae:6385.25391 [204] validation_0-mae:5954.97070 validation_1-mae:6382.81836 [205] validation_0-mae:5950.50586 validation_1-mae:6381.45264 [206] validation_0-mae:5946.42627 validation_1-mae:6379.68311 [207] validation_0-mae:5943.64941 validation_1-mae:6378.42334 [208] validation_0-mae:5942.29004 validation_1-mae:6378.08154 [209] validation_0-mae:5938.60742 validation_1-mae:6377.15478 [210] validation_0-mae:5935.90137 validation_1-mae:6377.25293 [211] validation_0-mae:5932.82764 validation_1-mae:6375.63232 [212] validation_0-mae:5929.15674 validation_1-mae:6374.04834 [213] validation_0-mae:5925.46045 validation_1-mae:6372.41162 [214] validation_0-mae:5922.23193 validation_1-mae:6371.00000 [215] validation_0-mae:5921.78174 validation_1-mae:6371.11865 [216] validation_0-mae:5918.85205 validation_1-mae:6369.63672 [217] validation_0-mae:5914.09570 validation_1-mae:6367.19043 [218] validation_0-mae:5911.44580 validation_1-mae:6365.87061 [219] validation_0-mae:5906.74609 validation_1-mae:6364.63086 [220] validation_0-mae:5903.61230 validation_1-mae:6364.15576 [221] validation_0-mae:5900.73828 validation_1-mae:6363.45703 [222] validation_0-mae:5898.75342 validation_1-mae:6362.39062 [223] validation_0-mae:5896.67041 validation_1-mae:6362.80371 [224] validation_0-mae:5889.30957 validation_1-mae:6357.44922 [225] validation_0-mae:5887.99609 validation_1-mae:6356.89111 [226] validation_0-mae:5885.69775 validation_1-mae:6355.65430 [227] validation_0-mae:5881.49951 validation_1-mae:6355.12451 [228] validation_0-mae:5879.17090 validation_1-mae:6355.35938 [229] validation_0-mae:5876.96533 validation_1-mae:6355.39209 [230] validation_0-mae:5876.35156 validation_1-mae:6355.30469 [231] validation_0-mae:5874.00781 validation_1-mae:6354.73193 [232] validation_0-mae:5869.45996 validation_1-mae:6350.82227 [233] validation_0-mae:5866.41455 validation_1-mae:6349.49658 [234] validation_0-mae:5865.17041 validation_1-mae:6349.39551 [235] validation_0-mae:5863.47168 validation_1-mae:6348.60010 [236] validation_0-mae:5860.41357 validation_1-mae:6347.36084 [237] validation_0-mae:5858.50684 validation_1-mae:6347.35498 [238] validation_0-mae:5856.69727 validation_1-mae:6345.77197 [239] validation_0-mae:5853.23291 validation_1-mae:6343.77783 [240] validation_0-mae:5850.79053 validation_1-mae:6342.90137 [241] validation_0-mae:5848.13379 validation_1-mae:6342.25537 [242] validation_0-mae:5846.58447 validation_1-mae:6341.27344 [243] validation_0-mae:5842.64307 validation_1-mae:6340.10645 [244] validation_0-mae:5839.12305 validation_1-mae:6338.71436 [245] validation_0-mae:5835.44775 validation_1-mae:6337.07715 [246] validation_0-mae:5831.88428 validation_1-mae:6335.35693 [247] validation_0-mae:5830.95801 validation_1-mae:6335.57910 [248] validation_0-mae:5828.45850 validation_1-mae:6333.12988 [249] validation_0-mae:5826.93018 validation_1-mae:6332.60156 [250] validation_0-mae:5825.43994 validation_1-mae:6332.67627 [251] validation_0-mae:5818.58545 validation_1-mae:6328.35352 [252] validation_0-mae:5816.72412 validation_1-mae:6327.55127 [253] validation_0-mae:5811.08984 validation_1-mae:6325.00928 [254] validation_0-mae:5809.01465 validation_1-mae:6324.16016 [255] validation_0-mae:5807.74072 validation_1-mae:6323.79004 [256] validation_0-mae:5805.57812 validation_1-mae:6322.94678 [257] validation_0-mae:5802.02100 validation_1-mae:6320.82275 [258] validation_0-mae:5801.31543 validation_1-mae:6320.44238 [259] validation_0-mae:5797.05957 validation_1-mae:6319.62256 [260] validation_0-mae:5794.97900 validation_1-mae:6319.45312 [261] validation_0-mae:5792.38428 validation_1-mae:6318.65918 [262] validation_0-mae:5789.76367 validation_1-mae:6318.02002 [263] validation_0-mae:5788.28174 validation_1-mae:6317.95068 [264] validation_0-mae:5786.59180 validation_1-mae:6318.11133 [265] validation_0-mae:5781.59668 validation_1-mae:6316.31738 [266] validation_0-mae:5779.45508 validation_1-mae:6316.16455 [267] validation_0-mae:5778.01367 validation_1-mae:6316.07129 [268] validation_0-mae:5775.39062 validation_1-mae:6315.71143 [269] validation_0-mae:5771.85840 validation_1-mae:6314.35449 [270] validation_0-mae:5769.63916 validation_1-mae:6313.70166 [271] validation_0-mae:5767.33301 validation_1-mae:6313.10986 [272] validation_0-mae:5765.43213 validation_1-mae:6312.40430 [273] validation_0-mae:5762.60693 validation_1-mae:6309.85303 [274] validation_0-mae:5759.17871 validation_1-mae:6308.11572 [275] validation_0-mae:5755.80371 validation_1-mae:6306.48340 [276] validation_0-mae:5753.79248 validation_1-mae:6306.38477 [277] validation_0-mae:5752.85010 validation_1-mae:6305.79443 [278] validation_0-mae:5749.15674 validation_1-mae:6304.99561 [279] validation_0-mae:5745.42969 validation_1-mae:6303.88770 [280] validation_0-mae:5743.98877 validation_1-mae:6303.79199 [281] validation_0-mae:5740.60059 validation_1-mae:6303.35059 [282] validation_0-mae:5735.17188 validation_1-mae:6301.16650 [283] validation_0-mae:5733.79297 validation_1-mae:6301.17627 [284] validation_0-mae:5732.22900 validation_1-mae:6300.61523 [285] validation_0-mae:5731.30713 validation_1-mae:6300.11377 [286] validation_0-mae:5728.30762 validation_1-mae:6298.84180 [287] validation_0-mae:5724.73975 validation_1-mae:6298.08838 [288] validation_0-mae:5719.33203 validation_1-mae:6295.15478 [289] validation_0-mae:5714.36426 validation_1-mae:6292.11963 [290] validation_0-mae:5710.69141 validation_1-mae:6291.11865 [291] validation_0-mae:5705.59863 validation_1-mae:6288.59961 [292] validation_0-mae:5701.99853 validation_1-mae:6288.09863 [293] validation_0-mae:5700.26221 validation_1-mae:6286.53516 [294] validation_0-mae:5699.12451 validation_1-mae:6287.36768 [295] validation_0-mae:5697.12598 validation_1-mae:6286.17432 [296] validation_0-mae:5694.83594 validation_1-mae:6285.37012 [297] validation_0-mae:5691.39258 validation_1-mae:6283.80420 [298] validation_0-mae:5684.13623 validation_1-mae:6278.36084 [299] validation_0-mae:5682.22314 validation_1-mae:6277.54980 [300] validation_0-mae:5679.33838 validation_1-mae:6277.02051 [301] validation_0-mae:5677.18164 validation_1-mae:6276.47363 [302] validation_0-mae:5676.94971 validation_1-mae:6276.49951 [303] validation_0-mae:5675.48584 validation_1-mae:6276.79199 [304] validation_0-mae:5674.44141 validation_1-mae:6276.47119 [305] validation_0-mae:5672.36426 validation_1-mae:6276.69141 [306] validation_0-mae:5669.76318 validation_1-mae:6276.09912 [307] validation_0-mae:5667.70459 validation_1-mae:6275.00732 [308] validation_0-mae:5665.31592 validation_1-mae:6274.68506 [309] validation_0-mae:5663.18457 validation_1-mae:6273.31885 [310] validation_0-mae:5660.40869 validation_1-mae:6271.79639 [311] validation_0-mae:5657.13379 validation_1-mae:6271.92627 [312] validation_0-mae:5655.73145 validation_1-mae:6271.73633 [313] validation_0-mae:5654.53369 validation_1-mae:6271.43359 [314] validation_0-mae:5651.42920 validation_1-mae:6270.17432 [315] validation_0-mae:5649.82031 validation_1-mae:6269.17090 [316] validation_0-mae:5648.34814 validation_1-mae:6268.03174 [317] validation_0-mae:5646.17480 validation_1-mae:6266.99170 [318] validation_0-mae:5645.76465 validation_1-mae:6266.77881 [319] validation_0-mae:5643.58252 validation_1-mae:6266.17822 [320] validation_0-mae:5641.31397 validation_1-mae:6265.62939 [321] validation_0-mae:5638.71924 validation_1-mae:6264.81152 [322] validation_0-mae:5636.87695 validation_1-mae:6265.48877 [323] validation_0-mae:5635.62988 validation_1-mae:6264.86279 [324] validation_0-mae:5634.41016 validation_1-mae:6264.30420 [325] validation_0-mae:5628.50488 validation_1-mae:6262.01904 [326] validation_0-mae:5624.40625 validation_1-mae:6260.02344 [327] validation_0-mae:5621.76416 validation_1-mae:6258.70459 [328] validation_0-mae:5620.83545 validation_1-mae:6258.89258 [329] validation_0-mae:5617.80371 validation_1-mae:6258.59424 [330] validation_0-mae:5615.48340 validation_1-mae:6256.86670 [331] validation_0-mae:5613.81445 validation_1-mae:6256.19043 [332] validation_0-mae:5611.95117 validation_1-mae:6256.18262 [333] validation_0-mae:5610.37793 validation_1-mae:6256.11035 [334] validation_0-mae:5609.94092 validation_1-mae:6256.45850 [335] validation_0-mae:5609.17969 validation_1-mae:6256.44189 [336] validation_0-mae:5607.92041 validation_1-mae:6256.21387 [337] validation_0-mae:5605.68603 validation_1-mae:6255.86084 [338] validation_0-mae:5603.88477 validation_1-mae:6255.23291 [339] validation_0-mae:5601.09375 validation_1-mae:6255.44336 [340] validation_0-mae:5599.85449 validation_1-mae:6255.50147 [341] validation_0-mae:5599.07568 validation_1-mae:6255.23779 [342] validation_0-mae:5595.72022 validation_1-mae:6253.96680 [343] validation_0-mae:5592.58252 validation_1-mae:6253.02197 [344] validation_0-mae:5588.03272 validation_1-mae:6251.58105 [345] validation_0-mae:5584.62353 validation_1-mae:6250.70459 [346] validation_0-mae:5582.20654 validation_1-mae:6250.01611 [347] validation_0-mae:5578.63184 validation_1-mae:6248.96240 [348] validation_0-mae:5576.52539 validation_1-mae:6248.41162 [349] validation_0-mae:5573.15478 validation_1-mae:6247.01904 [350] validation_0-mae:5568.83057 validation_1-mae:6244.49463 [351] validation_0-mae:5564.94043 validation_1-mae:6243.11133 [352] validation_0-mae:5562.30322 validation_1-mae:6242.21387 [353] validation_0-mae:5558.41699 validation_1-mae:6240.08252 [354] validation_0-mae:5555.84912 validation_1-mae:6239.28809 [355] validation_0-mae:5553.65381 validation_1-mae:6239.51709 [356] validation_0-mae:5549.10645 validation_1-mae:6236.70459 [357] validation_0-mae:5544.92236 validation_1-mae:6234.70947 [358] validation_0-mae:5544.44141 validation_1-mae:6234.42627 [359] validation_0-mae:5543.18115 validation_1-mae:6233.43457 [360] validation_0-mae:5540.66504 validation_1-mae:6233.06201 [361] validation_0-mae:5537.62451 validation_1-mae:6232.01367 [362] validation_0-mae:5537.25537 validation_1-mae:6231.95410 [363] validation_0-mae:5535.75195 validation_1-mae:6232.17676 [364] validation_0-mae:5532.10254 validation_1-mae:6230.63623 [365] validation_0-mae:5530.05762 validation_1-mae:6230.68213 [366] validation_0-mae:5527.51611 validation_1-mae:6229.91260 [367] validation_0-mae:5525.59180 validation_1-mae:6230.30176 [368] validation_0-mae:5523.76221 validation_1-mae:6230.16309 [369] validation_0-mae:5519.43213 validation_1-mae:6229.07471 [370] validation_0-mae:5517.36572 validation_1-mae:6227.85352 [371] validation_0-mae:5516.63818 validation_1-mae:6227.81592 [372] validation_0-mae:5514.86816 validation_1-mae:6227.25098 [373] validation_0-mae:5511.27881 validation_1-mae:6225.49170 [374] validation_0-mae:5508.85596 validation_1-mae:6223.93603 [375] validation_0-mae:5506.29297 validation_1-mae:6223.00879 [376] validation_0-mae:5505.40283 validation_1-mae:6222.65039 [377] validation_0-mae:5504.16309 validation_1-mae:6222.33154 [378] validation_0-mae:5500.99121 validation_1-mae:6219.95605 [379] validation_0-mae:5499.05664 validation_1-mae:6220.06348 [380] validation_0-mae:5495.30713 validation_1-mae:6219.13232 [381] validation_0-mae:5492.47705 validation_1-mae:6217.69434 [382] validation_0-mae:5490.77734 validation_1-mae:6217.02588 [383] validation_0-mae:5488.34619 validation_1-mae:6215.44971 [384] validation_0-mae:5485.92676 validation_1-mae:6215.47510 [385] validation_0-mae:5483.21826 validation_1-mae:6215.30078 [386] validation_0-mae:5481.96240 validation_1-mae:6214.46631 [387] validation_0-mae:5478.16162 validation_1-mae:6213.25635 [388] validation_0-mae:5476.18311 validation_1-mae:6212.59814 [389] validation_0-mae:5474.78223 validation_1-mae:6212.43018 [390] validation_0-mae:5473.41553 validation_1-mae:6212.03906 [391] validation_0-mae:5470.75000 validation_1-mae:6212.71387 [392] validation_0-mae:5467.23779 validation_1-mae:6210.01709 [393] validation_0-mae:5464.73584 validation_1-mae:6208.90039 [394] validation_0-mae:5462.84228 validation_1-mae:6208.29248 [395] validation_0-mae:5460.90674 validation_1-mae:6206.61230 [396] validation_0-mae:5459.80469 validation_1-mae:6206.56494 [397] validation_0-mae:5459.07910 validation_1-mae:6206.71973 [398] validation_0-mae:5457.29492 validation_1-mae:6206.86816 [399] validation_0-mae:5453.74658 validation_1-mae:6206.25439 [400] validation_0-mae:5453.32910 validation_1-mae:6206.83545 [401] validation_0-mae:5451.84326 validation_1-mae:6206.64111 [402] validation_0-mae:5450.61133 validation_1-mae:6205.99121 [403] validation_0-mae:5447.84766 validation_1-mae:6204.25586 [404] validation_0-mae:5446.44580 validation_1-mae:6203.96875 [405] validation_0-mae:5443.81494 validation_1-mae:6202.66699 [406] validation_0-mae:5439.99414 validation_1-mae:6202.06299 [407] validation_0-mae:5438.33203 validation_1-mae:6202.01416 [408] validation_0-mae:5437.32227 validation_1-mae:6202.52295 [409] validation_0-mae:5436.76074 validation_1-mae:6202.29688 [410] validation_0-mae:5435.55811 validation_1-mae:6201.51318 [411] validation_0-mae:5434.58057 validation_1-mae:6201.23535 [412] validation_0-mae:5433.55811 validation_1-mae:6200.87695 [413] validation_0-mae:5432.92480 validation_1-mae:6200.68213 [414] validation_0-mae:5431.27588 validation_1-mae:6199.54688 [415] validation_0-mae:5429.38623 validation_1-mae:6198.92334 [416] validation_0-mae:5426.70264 validation_1-mae:6197.63818 [417] validation_0-mae:5425.67822 validation_1-mae:6197.70508 [418] validation_0-mae:5424.36768 validation_1-mae:6197.43945 [419] validation_0-mae:5421.62451 validation_1-mae:6196.49268 [420] validation_0-mae:5419.97900 validation_1-mae:6195.89844 [421] validation_0-mae:5417.14941 validation_1-mae:6195.37598 [422] validation_0-mae:5415.36768 validation_1-mae:6194.68066 [423] validation_0-mae:5413.51123 validation_1-mae:6194.68457 [424] validation_0-mae:5412.29541 validation_1-mae:6194.42627 [425] validation_0-mae:5408.82910 validation_1-mae:6192.68311 [426] validation_0-mae:5406.84131 validation_1-mae:6192.26855 [427] validation_0-mae:5405.93848 validation_1-mae:6191.62158 [428] validation_0-mae:5404.62500 validation_1-mae:6192.17529 [429] validation_0-mae:5403.01270 validation_1-mae:6191.67432 [430] validation_0-mae:5402.76660 validation_1-mae:6191.63428 [431] validation_0-mae:5399.61816 validation_1-mae:6190.62891 [432] validation_0-mae:5397.89648 validation_1-mae:6190.08154 [433] validation_0-mae:5394.77588 validation_1-mae:6188.78467 [434] validation_0-mae:5392.28564 validation_1-mae:6188.57959 [435] validation_0-mae:5391.23730 validation_1-mae:6188.33203 [436] validation_0-mae:5389.21191 validation_1-mae:6188.11719 [437] validation_0-mae:5388.18701 validation_1-mae:6187.41260 [438] validation_0-mae:5386.14746 validation_1-mae:6187.65430 [439] validation_0-mae:5384.24756 validation_1-mae:6188.48975 [440] validation_0-mae:5383.89795 validation_1-mae:6188.24805 [441] validation_0-mae:5382.42822 validation_1-mae:6187.91504 [442] validation_0-mae:5379.31738 validation_1-mae:6186.78906 [443] validation_0-mae:5377.57617 validation_1-mae:6186.56201 [444] validation_0-mae:5376.71582 validation_1-mae:6186.42236 [445] validation_0-mae:5371.49512 validation_1-mae:6184.01367 [446] validation_0-mae:5369.40039 validation_1-mae:6183.04053 [447] validation_0-mae:5367.54980 validation_1-mae:6181.63916 [448] validation_0-mae:5365.94531 validation_1-mae:6181.13477 [449] validation_0-mae:5365.42139 validation_1-mae:6181.12451 [450] validation_0-mae:5364.12012 validation_1-mae:6181.26465 [451] validation_0-mae:5362.71387 validation_1-mae:6181.32227 [452] validation_0-mae:5362.30957 validation_1-mae:6181.14307 [453] validation_0-mae:5361.35107 validation_1-mae:6181.14062 [454] validation_0-mae:5359.66211 validation_1-mae:6180.97607 [455] validation_0-mae:5359.39697 validation_1-mae:6181.07227 [456] validation_0-mae:5357.42285 validation_1-mae:6180.40869 [457] validation_0-mae:5355.60352 validation_1-mae:6180.78125 [458] validation_0-mae:5353.93311 validation_1-mae:6179.83301 [459] validation_0-mae:5352.39502 validation_1-mae:6178.40674 [460] validation_0-mae:5347.38672 validation_1-mae:6175.10840 [461] validation_0-mae:5344.52881 validation_1-mae:6173.83643 [462] validation_0-mae:5343.47949 validation_1-mae:6173.05518 [463] validation_0-mae:5342.73193 validation_1-mae:6173.07080 [464] validation_0-mae:5341.54199 validation_1-mae:6172.83838 [465] validation_0-mae:5339.38721 validation_1-mae:6171.59912 [466] validation_0-mae:5334.16846 validation_1-mae:6168.07715 [467] validation_0-mae:5330.30078 validation_1-mae:6166.45215 [468] validation_0-mae:5327.40674 validation_1-mae:6165.40772 [469] validation_0-mae:5324.66992 validation_1-mae:6165.93115 [470] validation_0-mae:5320.42822 validation_1-mae:6163.68897 [471] validation_0-mae:5319.87451 validation_1-mae:6163.65527 [472] validation_0-mae:5318.10449 validation_1-mae:6163.54346 [473] validation_0-mae:5317.37598 validation_1-mae:6163.26318 [474] validation_0-mae:5315.70459 validation_1-mae:6163.12939 [475] validation_0-mae:5315.05420 validation_1-mae:6163.27832 [476] validation_0-mae:5314.54346 validation_1-mae:6163.07422 [477] validation_0-mae:5312.60156 validation_1-mae:6163.77148 [478] validation_0-mae:5310.65869 validation_1-mae:6163.79883 [479] validation_0-mae:5307.85889 validation_1-mae:6162.79785 [480] validation_0-mae:5305.14307 validation_1-mae:6162.83838 [481] validation_0-mae:5300.89014 validation_1-mae:6162.23193 [482] validation_0-mae:5298.23145 validation_1-mae:6161.28760 [483] validation_0-mae:5295.90723 validation_1-mae:6160.34473 [484] validation_0-mae:5294.18164 validation_1-mae:6160.47070 [485] validation_0-mae:5293.54688 validation_1-mae:6160.73633 [486] validation_0-mae:5292.40283 validation_1-mae:6159.84717 [487] validation_0-mae:5291.79004 validation_1-mae:6159.71289 [488] validation_0-mae:5290.33398 validation_1-mae:6159.66162 [489] validation_0-mae:5287.77246 validation_1-mae:6159.04346 [490] validation_0-mae:5284.73193 validation_1-mae:6159.89502 [491] validation_0-mae:5283.88330 validation_1-mae:6159.45264 [492] validation_0-mae:5283.20215 validation_1-mae:6158.98779 [493] validation_0-mae:5279.90576 validation_1-mae:6156.65625 [494] validation_0-mae:5278.23975 validation_1-mae:6156.36133 [495] validation_0-mae:5276.79443 validation_1-mae:6156.49609 [496] validation_0-mae:5275.03857 validation_1-mae:6156.25439 [497] validation_0-mae:5273.33252 validation_1-mae:6156.21826 [498] validation_0-mae:5271.45215 validation_1-mae:6155.71777 [499] validation_0-mae:5269.37061 validation_1-mae:6155.34277 [500] validation_0-mae:5268.36865 validation_1-mae:6155.30127 [501] validation_0-mae:5267.11768 validation_1-mae:6155.69531 [502] validation_0-mae:5264.93652 validation_1-mae:6155.05420 [503] validation_0-mae:5263.11963 validation_1-mae:6155.51221 [504] validation_0-mae:5262.76074 validation_1-mae:6155.16992 [505] validation_0-mae:5260.33594 validation_1-mae:6154.03516 [506] validation_0-mae:5259.55127 validation_1-mae:6154.17676 [507] validation_0-mae:5256.98486 validation_1-mae:6154.64014 [508] validation_0-mae:5253.89746 validation_1-mae:6152.81201 [509] validation_0-mae:5249.84814 validation_1-mae:6151.53662 [510] validation_0-mae:5246.50977 validation_1-mae:6149.99414 [511] validation_0-mae:5245.06494 validation_1-mae:6149.47022 [512] validation_0-mae:5242.88232 validation_1-mae:6149.10156 [513] validation_0-mae:5241.30273 validation_1-mae:6148.73438 [514] validation_0-mae:5239.32861 validation_1-mae:6148.72217 [515] validation_0-mae:5237.97949 validation_1-mae:6149.13232 [516] validation_0-mae:5235.73438 validation_1-mae:6148.87939 [517] validation_0-mae:5234.54102 validation_1-mae:6148.98389 [518] validation_0-mae:5233.21728 validation_1-mae:6148.85303 [519] validation_0-mae:5232.14600 validation_1-mae:6148.91650 [520] validation_0-mae:5230.05664 validation_1-mae:6148.56885 [521] validation_0-mae:5227.60352 validation_1-mae:6148.26611 [522] validation_0-mae:5227.19824 validation_1-mae:6148.07568 [523] validation_0-mae:5226.37842 validation_1-mae:6148.31543 [524] validation_0-mae:5225.23877 validation_1-mae:6149.15430 [525] validation_0-mae:5224.07080 validation_1-mae:6149.32373 [526] validation_0-mae:5221.25732 validation_1-mae:6148.01855 [527] validation_0-mae:5217.72510 validation_1-mae:6146.63525 [528] validation_0-mae:5215.11377 validation_1-mae:6145.35010 [529] validation_0-mae:5214.01270 validation_1-mae:6144.95117 [530] validation_0-mae:5210.67041 validation_1-mae:6145.25635 [531] validation_0-mae:5207.89941 validation_1-mae:6143.15723 [532] validation_0-mae:5205.31103 validation_1-mae:6142.49707 [533] validation_0-mae:5200.44873 validation_1-mae:6139.15137 [534] validation_0-mae:5198.15430 validation_1-mae:6138.79102 [535] validation_0-mae:5196.13818 validation_1-mae:6138.89111 [536] validation_0-mae:5195.05469 validation_1-mae:6138.98389 [537] validation_0-mae:5192.17139 validation_1-mae:6138.23047 [538] validation_0-mae:5189.45459 validation_1-mae:6137.10303 [539] validation_0-mae:5186.77100 validation_1-mae:6136.39502 [540] validation_0-mae:5184.12402 validation_1-mae:6135.30518 [541] validation_0-mae:5182.69531 validation_1-mae:6134.53027 [542] validation_0-mae:5181.32373 validation_1-mae:6134.42725 [543] validation_0-mae:5180.30127 validation_1-mae:6134.55859 [544] validation_0-mae:5179.00928 validation_1-mae:6134.80518 [545] validation_0-mae:5177.38574 validation_1-mae:6135.08887 [546] validation_0-mae:5176.90772 validation_1-mae:6135.14209 [547] validation_0-mae:5174.31836 validation_1-mae:6134.60303 [548] validation_0-mae:5172.75439 validation_1-mae:6134.72754 [549] validation_0-mae:5172.17285 validation_1-mae:6134.42041 [550] validation_0-mae:5170.36572 validation_1-mae:6133.88037 [551] validation_0-mae:5167.46436 validation_1-mae:6131.80469 [552] validation_0-mae:5165.61865 validation_1-mae:6130.95850 [553] validation_0-mae:5164.17822 validation_1-mae:6130.08740 [554] validation_0-mae:5163.24658 validation_1-mae:6130.01758 [555] validation_0-mae:5160.94971 validation_1-mae:6130.01416 [556] validation_0-mae:5159.98389 validation_1-mae:6130.29639 [557] validation_0-mae:5158.81103 validation_1-mae:6130.81787 [558] validation_0-mae:5155.66846 validation_1-mae:6131.08984 [559] validation_0-mae:5153.07715 validation_1-mae:6130.07471 [560] validation_0-mae:5151.27783 validation_1-mae:6130.71924 [561] validation_0-mae:5148.05225 validation_1-mae:6129.39502 [562] validation_0-mae:5145.28613 validation_1-mae:6128.83105 [563] validation_0-mae:5144.14209 validation_1-mae:6128.86182 [564] validation_0-mae:5141.73584 validation_1-mae:6127.51416 [565] validation_0-mae:5140.71289 validation_1-mae:6127.53418 [566] validation_0-mae:5138.63232 validation_1-mae:6127.19238 [567] validation_0-mae:5137.41357 validation_1-mae:6127.03418 [568] validation_0-mae:5135.62061 validation_1-mae:6128.23291 [569] validation_0-mae:5133.36816 validation_1-mae:6128.34228 [570] validation_0-mae:5132.68701 validation_1-mae:6128.24023 [571] validation_0-mae:5130.69629 validation_1-mae:6126.93652 [572] validation_0-mae:5129.64453 validation_1-mae:6126.73730 [573] validation_0-mae:5127.33740 validation_1-mae:6127.20508 [574] validation_0-mae:5125.17529 validation_1-mae:6126.33203 [575] validation_0-mae:5124.11670 validation_1-mae:6125.52002 [576] validation_0-mae:5122.73438 validation_1-mae:6126.19678 [577] validation_0-mae:5121.06055 validation_1-mae:6125.15381 [578] validation_0-mae:5119.55518 validation_1-mae:6124.14795 [579] validation_0-mae:5117.35156 validation_1-mae:6123.84082 [580] validation_0-mae:5115.82959 validation_1-mae:6123.25342 [581] validation_0-mae:5114.66357 validation_1-mae:6123.02881 [582] validation_0-mae:5112.78857 validation_1-mae:6122.74268 [583] validation_0-mae:5111.39990 validation_1-mae:6122.17871 [584] validation_0-mae:5110.01318 validation_1-mae:6122.11670 [585] validation_0-mae:5108.18213 validation_1-mae:6121.73633 [586] validation_0-mae:5105.65918 validation_1-mae:6120.98633 [587] validation_0-mae:5104.10303 validation_1-mae:6120.70068 [588] validation_0-mae:5102.14404 validation_1-mae:6120.32910 [589] validation_0-mae:5100.61816 validation_1-mae:6119.66357 [590] validation_0-mae:5098.30713 validation_1-mae:6119.12256 [591] validation_0-mae:5096.62695 validation_1-mae:6118.77539 [592] validation_0-mae:5095.98926 validation_1-mae:6118.56397 [593] validation_0-mae:5095.45361 validation_1-mae:6118.74805 [594] validation_0-mae:5093.83936 validation_1-mae:6118.22607 [595] validation_0-mae:5091.75732 validation_1-mae:6116.96728 [596] validation_0-mae:5091.48975 validation_1-mae:6117.01465 [597] validation_0-mae:5090.47705 validation_1-mae:6116.79492 [598] validation_0-mae:5089.37353 validation_1-mae:6116.27441 [599] validation_0-mae:5088.05078 validation_1-mae:6116.60449 [600] validation_0-mae:5087.14941 validation_1-mae:6116.59570 [601] validation_0-mae:5085.44873 validation_1-mae:6116.78467 [602] validation_0-mae:5085.26221 validation_1-mae:6116.55420 [603] validation_0-mae:5083.29980 validation_1-mae:6116.89697 [604] validation_0-mae:5082.52197 validation_1-mae:6117.27441 [605] validation_0-mae:5081.70752 validation_1-mae:6117.20215 [606] validation_0-mae:5080.35059 validation_1-mae:6116.71533 [607] validation_0-mae:5079.19385 validation_1-mae:6116.40234 [608] validation_0-mae:5077.93066 validation_1-mae:6116.98340 [609] validation_0-mae:5077.09326 validation_1-mae:6116.89941 [610] validation_0-mae:5074.69873 validation_1-mae:6116.67041 [611] validation_0-mae:5073.66113 validation_1-mae:6116.83643 [612] validation_0-mae:5071.59766 validation_1-mae:6116.72949 [613] validation_0-mae:5069.54834 validation_1-mae:6116.97852 [614] validation_0-mae:5068.18311 validation_1-mae:6116.43457 [615] validation_0-mae:5067.35352 validation_1-mae:6116.82275 [616] validation_0-mae:5066.03027 validation_1-mae:6116.57617 [617] validation_0-mae:5065.81689 validation_1-mae:6116.78809 [618] validation_0-mae:5064.98633 validation_1-mae:6116.76318 [619] validation_0-mae:5064.26270 validation_1-mae:6116.47607 [620] validation_0-mae:5060.79004 validation_1-mae:6113.72510 [621] validation_0-mae:5059.27002 validation_1-mae:6113.84717 [622] validation_0-mae:5057.81689 validation_1-mae:6113.52832 [623] validation_0-mae:5056.04199 validation_1-mae:6112.84424 [624] validation_0-mae:5054.84473 validation_1-mae:6112.66309 [625] validation_0-mae:5052.50195 validation_1-mae:6111.63135 [626] validation_0-mae:5050.98926 validation_1-mae:6110.19043 [627] validation_0-mae:5049.61914 validation_1-mae:6109.93848 [628] validation_0-mae:5048.54932 validation_1-mae:6109.57812 [629] validation_0-mae:5048.07764 validation_1-mae:6109.89941 [630] validation_0-mae:5046.27344 validation_1-mae:6108.53662 [631] validation_0-mae:5044.84912 validation_1-mae:6108.28711 [632] validation_0-mae:5042.30566 validation_1-mae:6107.69238 [633] validation_0-mae:5040.78662 validation_1-mae:6107.28272 [634] validation_0-mae:5039.58643 validation_1-mae:6107.22070 [635] validation_0-mae:5038.16650 validation_1-mae:6107.32178 [636] validation_0-mae:5037.42090 validation_1-mae:6107.18311 [637] validation_0-mae:5035.89795 validation_1-mae:6106.55518 [638] validation_0-mae:5035.82324 validation_1-mae:6106.57178 [639] validation_0-mae:5034.65088 validation_1-mae:6106.47363 [640] validation_0-mae:5033.50684 validation_1-mae:6105.88379 [641] validation_0-mae:5032.58936 validation_1-mae:6105.49023 [642] validation_0-mae:5031.21680 validation_1-mae:6104.90234 [643] validation_0-mae:5029.90430 validation_1-mae:6104.58447 [644] validation_0-mae:5028.86963 validation_1-mae:6103.77637 [645] validation_0-mae:5028.77393 validation_1-mae:6103.76660 [646] validation_0-mae:5027.16602 validation_1-mae:6103.10352 [647] validation_0-mae:5023.73242 validation_1-mae:6101.92383 [648] validation_0-mae:5020.99658 validation_1-mae:6100.65430 [649] validation_0-mae:5017.52539 validation_1-mae:6099.45898 [650] validation_0-mae:5016.22803 validation_1-mae:6098.73096 [651] validation_0-mae:5014.63330 validation_1-mae:6098.39990 [652] validation_0-mae:5012.51025 validation_1-mae:6098.27441 [653] validation_0-mae:5009.42773 validation_1-mae:6096.94580 [654] validation_0-mae:5008.47705 validation_1-mae:6096.81982 [655] validation_0-mae:5007.45312 validation_1-mae:6096.75830 [656] validation_0-mae:5005.30518 validation_1-mae:6096.74414 [657] validation_0-mae:5004.47363 validation_1-mae:6096.45459 [658] validation_0-mae:5003.11035 validation_1-mae:6096.22070 [659] validation_0-mae:5001.50147 validation_1-mae:6095.90625 [660] validation_0-mae:4999.68066 validation_1-mae:6095.30273 [661] validation_0-mae:4998.92627 validation_1-mae:6095.17725 [662] validation_0-mae:4997.48633 validation_1-mae:6094.67676 [663] validation_0-mae:4997.06348 validation_1-mae:6094.96143 [664] validation_0-mae:4994.97412 validation_1-mae:6094.21094 [665] validation_0-mae:4991.46484 validation_1-mae:6092.00098 [666] validation_0-mae:4990.07520 validation_1-mae:6091.79004 [667] validation_0-mae:4988.39307 validation_1-mae:6091.55029 [668] validation_0-mae:4987.39648 validation_1-mae:6091.83301 [669] validation_0-mae:4986.98730 validation_1-mae:6091.96240 [670] validation_0-mae:4985.93555 validation_1-mae:6091.86768 [671] validation_0-mae:4983.60156 validation_1-mae:6092.12695 [672] validation_0-mae:4981.73242 validation_1-mae:6092.95801 [673] validation_0-mae:4980.00684 validation_1-mae:6093.13428 [674] validation_0-mae:4978.13184 validation_1-mae:6093.82764 [675] validation_0-mae:4974.76367 validation_1-mae:6094.11914 [676] validation_0-mae:4973.63428 validation_1-mae:6094.39941 [677] validation_0-mae:4971.41553 validation_1-mae:6092.95605 [678] validation_0-mae:4969.35010 validation_1-mae:6092.66406 [679] validation_0-mae:4968.88330 validation_1-mae:6092.78955 [680] validation_0-mae:4965.91992 validation_1-mae:6092.10254 [681] validation_0-mae:4962.88135 validation_1-mae:6089.52441 [682] validation_0-mae:4961.33740 validation_1-mae:6089.74072 [683] validation_0-mae:4960.57568 validation_1-mae:6089.29395 [684] validation_0-mae:4959.51611 validation_1-mae:6089.39600 [685] validation_0-mae:4958.55225 validation_1-mae:6088.83105 [686] validation_0-mae:4956.55615 validation_1-mae:6088.38184 [687] validation_0-mae:4955.60840 validation_1-mae:6088.13184 [688] validation_0-mae:4954.88721 validation_1-mae:6088.00244 [689] validation_0-mae:4953.81641 validation_1-mae:6087.58838 [690] validation_0-mae:4951.00879 validation_1-mae:6087.08789 [691] validation_0-mae:4949.34131 validation_1-mae:6086.23389 [692] validation_0-mae:4946.27637 validation_1-mae:6083.99902 [693] validation_0-mae:4946.15576 validation_1-mae:6084.07666 [694] validation_0-mae:4945.60156 validation_1-mae:6084.32617 [695] validation_0-mae:4941.71973 validation_1-mae:6083.95264 [696] validation_0-mae:4940.71533 validation_1-mae:6084.22070 [697] validation_0-mae:4939.97754 validation_1-mae:6083.88330 [698] validation_0-mae:4937.03418 validation_1-mae:6084.27930 [699] validation_0-mae:4935.36133 validation_1-mae:6084.36572 [700] validation_0-mae:4932.76514 validation_1-mae:6084.05713 [701] validation_0-mae:4931.07812 validation_1-mae:6083.79395 [702] validation_0-mae:4929.31641 validation_1-mae:6083.49609 [703] validation_0-mae:4927.99170 validation_1-mae:6083.83545 [704] validation_0-mae:4925.64893 validation_1-mae:6081.92773 [705] validation_0-mae:4923.30713 validation_1-mae:6080.72998 [706] validation_0-mae:4921.24072 validation_1-mae:6080.95654 [707] validation_0-mae:4919.87988 validation_1-mae:6080.61768 [708] validation_0-mae:4918.51416 validation_1-mae:6080.47412 [709] validation_0-mae:4916.62549 validation_1-mae:6079.88525 [710] validation_0-mae:4914.97461 validation_1-mae:6079.46582 [711] validation_0-mae:4913.54883 validation_1-mae:6079.43506 [712] validation_0-mae:4913.01709 validation_1-mae:6079.38232 [713] validation_0-mae:4911.10547 validation_1-mae:6079.31934 [714] validation_0-mae:4909.40772 validation_1-mae:6078.02002 [715] validation_0-mae:4908.09228 validation_1-mae:6078.10645 [716] validation_0-mae:4906.25781 validation_1-mae:6077.55273 [717] validation_0-mae:4905.62695 validation_1-mae:6077.84131 [718] validation_0-mae:4904.82812 validation_1-mae:6077.90674 [719] validation_0-mae:4904.35938 validation_1-mae:6078.10938 [720] validation_0-mae:4903.58643 validation_1-mae:6078.08984 [721] validation_0-mae:4902.36377 validation_1-mae:6077.55322 [722] validation_0-mae:4901.09814 validation_1-mae:6076.86523 [723] validation_0-mae:4899.40967 validation_1-mae:6076.30420 [724] validation_0-mae:4897.51221 validation_1-mae:6075.56738 [725] validation_0-mae:4896.99268 validation_1-mae:6075.45361 [726] validation_0-mae:4895.09814 validation_1-mae:6074.37109 [727] validation_0-mae:4893.63379 validation_1-mae:6074.12061 [728] validation_0-mae:4892.67236 validation_1-mae:6074.09522 [729] validation_0-mae:4892.10889 validation_1-mae:6074.20996 [730] validation_0-mae:4889.91016 validation_1-mae:6073.23291 [731] validation_0-mae:4889.02539 validation_1-mae:6072.58838 [732] validation_0-mae:4886.97022 validation_1-mae:6071.59570 [733] validation_0-mae:4886.79053 validation_1-mae:6071.44189 [734] validation_0-mae:4885.72705 validation_1-mae:6071.35303 [735] validation_0-mae:4885.32227 validation_1-mae:6071.42676 [736] validation_0-mae:4882.89453 validation_1-mae:6070.42334 [737] validation_0-mae:4882.22949 validation_1-mae:6070.56152 [738] validation_0-mae:4882.11963 validation_1-mae:6070.47266 [739] validation_0-mae:4881.79297 validation_1-mae:6070.43799 [740] validation_0-mae:4879.98193 validation_1-mae:6070.37939 [741] validation_0-mae:4877.96582 validation_1-mae:6069.79980 [742] validation_0-mae:4875.54053 validation_1-mae:6069.87793 [743] validation_0-mae:4874.55664 validation_1-mae:6069.82568 [744] validation_0-mae:4874.45996 validation_1-mae:6069.86816 [745] validation_0-mae:4873.44873 validation_1-mae:6069.18018 [746] validation_0-mae:4871.18262 validation_1-mae:6069.05762 [747] validation_0-mae:4869.80420 validation_1-mae:6069.01465 [748] validation_0-mae:4867.88477 validation_1-mae:6068.39307 [749] validation_0-mae:4865.75732 validation_1-mae:6068.08057 [750] validation_0-mae:4864.27441 validation_1-mae:6067.28809 [751] validation_0-mae:4862.61230 validation_1-mae:6066.23682 [752] validation_0-mae:4860.20557 validation_1-mae:6064.52588 [753] validation_0-mae:4858.92188 validation_1-mae:6064.01367 [754] validation_0-mae:4857.13330 validation_1-mae:6063.79834 [755] validation_0-mae:4855.25195 validation_1-mae:6064.00928 [756] validation_0-mae:4854.30225 validation_1-mae:6063.78369 [757] validation_0-mae:4853.15869 validation_1-mae:6063.85791 [758] validation_0-mae:4851.56689 validation_1-mae:6063.25928 [759] validation_0-mae:4849.56445 validation_1-mae:6063.53613 [760] validation_0-mae:4848.13916 validation_1-mae:6063.91260 [761] validation_0-mae:4846.29980 validation_1-mae:6062.86035 [762] validation_0-mae:4843.71387 validation_1-mae:6061.58203 [763] validation_0-mae:4842.64990 validation_1-mae:6061.97363 [764] validation_0-mae:4841.20850 validation_1-mae:6060.85449 [765] validation_0-mae:4840.29541 validation_1-mae:6061.14160 [766] validation_0-mae:4839.45166 validation_1-mae:6061.33203 [767] validation_0-mae:4838.61621 validation_1-mae:6060.88330 [768] validation_0-mae:4836.03564 validation_1-mae:6060.51416 [769] validation_0-mae:4835.38721 validation_1-mae:6060.70703 [770] validation_0-mae:4833.25195 validation_1-mae:6060.17432 [771] validation_0-mae:4829.89160 validation_1-mae:6059.51904 [772] validation_0-mae:4828.58740 validation_1-mae:6059.73828 [773] validation_0-mae:4826.93018 validation_1-mae:6060.08789 [774] validation_0-mae:4825.19727 validation_1-mae:6060.85303 [775] validation_0-mae:4822.99072 validation_1-mae:6061.18945 [776] validation_0-mae:4821.12207 validation_1-mae:6060.15478 [777] validation_0-mae:4819.97852 validation_1-mae:6060.19971 [778] validation_0-mae:4818.18213 validation_1-mae:6059.38379 [779] validation_0-mae:4816.66650 validation_1-mae:6058.70117 [780] validation_0-mae:4815.60645 validation_1-mae:6057.98291 [781] validation_0-mae:4813.83203 validation_1-mae:6057.97510 [782] validation_0-mae:4811.76025 validation_1-mae:6057.61621 [783] validation_0-mae:4810.04395 validation_1-mae:6057.23877 [784] validation_0-mae:4807.56885 validation_1-mae:6056.51123 [785] validation_0-mae:4805.70068 validation_1-mae:6056.46338 [786] validation_0-mae:4804.45410 validation_1-mae:6056.08105 [787] validation_0-mae:4803.26465 validation_1-mae:6055.67139 [788] validation_0-mae:4801.15674 validation_1-mae:6055.37891 [789] validation_0-mae:4799.14355 validation_1-mae:6054.87695 [790] validation_0-mae:4797.96533 validation_1-mae:6054.43848 [791] validation_0-mae:4796.56445 validation_1-mae:6055.21875 [792] validation_0-mae:4794.74902 validation_1-mae:6055.64307 [793] validation_0-mae:4793.64795 validation_1-mae:6054.80420 [794] validation_0-mae:4792.34912 validation_1-mae:6055.23340 [795] validation_0-mae:4791.24658 validation_1-mae:6055.20557 [796] validation_0-mae:4789.75195 validation_1-mae:6055.17285 [797] validation_0-mae:4789.06250 validation_1-mae:6055.46533 [798] validation_0-mae:4788.38330 validation_1-mae:6055.24463 [799] validation_0-mae:4788.22266 validation_1-mae:6055.22900 [800] validation_0-mae:4786.76562 validation_1-mae:6054.86035 [801] validation_0-mae:4785.35400 validation_1-mae:6054.77441 [802] validation_0-mae:4784.27246 validation_1-mae:6054.89355 [803] validation_0-mae:4782.17383 validation_1-mae:6055.15967 [804] validation_0-mae:4781.32910 validation_1-mae:6055.32129 [805] validation_0-mae:4779.58838 validation_1-mae:6055.73926 [806] validation_0-mae:4778.75732 validation_1-mae:6055.60596 [807] validation_0-mae:4777.58740 validation_1-mae:6054.95850 [808] validation_0-mae:4776.80908 validation_1-mae:6054.71680 [809] validation_0-mae:4775.16602 validation_1-mae:6054.26758 [810] validation_0-mae:4773.84912 validation_1-mae:6053.93115 [811] validation_0-mae:4772.22119 validation_1-mae:6053.96728 [812] validation_0-mae:4770.72070 validation_1-mae:6054.23242 [813] validation_0-mae:4769.56445 validation_1-mae:6054.41504 [814] validation_0-mae:4768.74023 validation_1-mae:6054.27100 [815] validation_0-mae:4767.34180 validation_1-mae:6054.25049 [816] validation_0-mae:4766.98193 validation_1-mae:6053.91992 [817] validation_0-mae:4766.56592 validation_1-mae:6053.90381 [818] validation_0-mae:4766.48535 validation_1-mae:6053.96240 [819] validation_0-mae:4765.64209 validation_1-mae:6053.57471 [820] validation_0-mae:4763.88818 validation_1-mae:6051.73926 [821] validation_0-mae:4761.60742 validation_1-mae:6052.61035 [822] validation_0-mae:4759.75293 validation_1-mae:6052.16064 [823] validation_0-mae:4758.95752 validation_1-mae:6052.19775 [824] validation_0-mae:4757.47070 validation_1-mae:6052.08350 [825] validation_0-mae:4755.26855 validation_1-mae:6051.75244 [826] validation_0-mae:4754.41797 validation_1-mae:6051.62988 [827] validation_0-mae:4752.34033 validation_1-mae:6051.64404 [828] validation_0-mae:4750.64697 validation_1-mae:6050.58984 [829] validation_0-mae:4748.19629 validation_1-mae:6051.06152 [830] validation_0-mae:4746.61963 validation_1-mae:6050.81738 [831] validation_0-mae:4744.49414 validation_1-mae:6049.20166 [832] validation_0-mae:4742.89941 validation_1-mae:6049.29541 [833] validation_0-mae:4742.60791 validation_1-mae:6049.52002 [834] validation_0-mae:4740.91016 validation_1-mae:6048.88086 [835] validation_0-mae:4739.11328 validation_1-mae:6049.04004 [836] validation_0-mae:4737.50147 validation_1-mae:6048.90723 [837] validation_0-mae:4736.47900 validation_1-mae:6049.58203 [838] validation_0-mae:4735.76025 validation_1-mae:6049.51611 [839] validation_0-mae:4735.02978 validation_1-mae:6049.59912 [840] validation_0-mae:4733.46143 validation_1-mae:6048.95312 [841] validation_0-mae:4731.69189 validation_1-mae:6049.15869 [842] validation_0-mae:4730.16699 validation_1-mae:6048.25781 [843] validation_0-mae:4727.16748 validation_1-mae:6047.75244 [844] validation_0-mae:4725.44189 validation_1-mae:6047.44922 [845] validation_0-mae:4724.45508 validation_1-mae:6047.71973 [846] validation_0-mae:4722.53418 validation_1-mae:6048.29443 [847] validation_0-mae:4720.42188 validation_1-mae:6047.34473 [848] validation_0-mae:4718.59375 validation_1-mae:6046.84033 [849] validation_0-mae:4716.81738 validation_1-mae:6046.61084 [850] validation_0-mae:4715.09424 validation_1-mae:6045.92432 [851] validation_0-mae:4712.05664 validation_1-mae:6045.79248 [852] validation_0-mae:4709.51660 validation_1-mae:6044.82129 [853] validation_0-mae:4708.09131 validation_1-mae:6044.24902 [854] validation_0-mae:4707.13184 validation_1-mae:6044.61768 [855] validation_0-mae:4705.84912 validation_1-mae:6044.75635 [856] validation_0-mae:4703.81689 validation_1-mae:6044.86133 [857] validation_0-mae:4702.61523 validation_1-mae:6045.34473 [858] validation_0-mae:4700.46826 validation_1-mae:6045.07129 [859] validation_0-mae:4698.14990 validation_1-mae:6044.16895 [860] validation_0-mae:4696.42822 validation_1-mae:6043.55127 [861] validation_0-mae:4694.14941 validation_1-mae:6043.38135 [862] validation_0-mae:4693.28125 validation_1-mae:6043.28955 [863] validation_0-mae:4691.12988 validation_1-mae:6042.40967 [864] validation_0-mae:4689.29639 validation_1-mae:6041.65039 [865] validation_0-mae:4687.33838 validation_1-mae:6041.29736 [866] validation_0-mae:4685.87109 validation_1-mae:6040.64600 [867] validation_0-mae:4684.10059 validation_1-mae:6040.39307 [868] validation_0-mae:4682.71875 validation_1-mae:6040.19141 [869] validation_0-mae:4681.58252 validation_1-mae:6039.64453 [870] validation_0-mae:4679.97363 validation_1-mae:6039.27832 [871] validation_0-mae:4679.03125 validation_1-mae:6038.76709 [872] validation_0-mae:4677.58838 validation_1-mae:6038.18506 [873] validation_0-mae:4676.63379 validation_1-mae:6038.44629 [874] validation_0-mae:4675.63086 validation_1-mae:6038.61523 [875] validation_0-mae:4674.80078 validation_1-mae:6038.44971 [876] validation_0-mae:4674.21777 validation_1-mae:6038.35352 [877] validation_0-mae:4672.50391 validation_1-mae:6037.99756 [878] validation_0-mae:4671.04297 validation_1-mae:6037.70020 [879] validation_0-mae:4670.12061 validation_1-mae:6037.69629 [880] validation_0-mae:4668.77295 validation_1-mae:6037.18799 [881] validation_0-mae:4667.61084 validation_1-mae:6037.27734 [882] validation_0-mae:4665.58545 validation_1-mae:6038.27832 [883] validation_0-mae:4664.06689 validation_1-mae:6038.43311 [884] validation_0-mae:4662.46533 validation_1-mae:6038.40576 [885] validation_0-mae:4661.85791 validation_1-mae:6038.54639 [886] validation_0-mae:4659.72363 validation_1-mae:6038.44971 [887] validation_0-mae:4657.99463 validation_1-mae:6037.76221 [888] validation_0-mae:4656.44141 validation_1-mae:6037.27686 [889] validation_0-mae:4655.54688 validation_1-mae:6037.06201 [890] validation_0-mae:4653.69336 validation_1-mae:6036.63232 [891] validation_0-mae:4650.45068 validation_1-mae:6035.18701 [892] validation_0-mae:4649.30811 validation_1-mae:6035.09228 [893] validation_0-mae:4647.82959 validation_1-mae:6034.11279 [894] validation_0-mae:4646.60205 validation_1-mae:6033.95312 [895] validation_0-mae:4646.00244 validation_1-mae:6034.47412 [896] validation_0-mae:4644.27881 validation_1-mae:6034.04102 [897] validation_0-mae:4642.84619 validation_1-mae:6033.99170 [898] validation_0-mae:4640.08252 validation_1-mae:6033.02978 [899] validation_0-mae:4637.70508 validation_1-mae:6031.79297 [900] validation_0-mae:4636.53027 validation_1-mae:6031.86084 [901] validation_0-mae:4635.15381 validation_1-mae:6032.24072 [902] validation_0-mae:4634.46631 validation_1-mae:6031.93066 [903] validation_0-mae:4633.03857 validation_1-mae:6032.46387 [904] validation_0-mae:4632.07031 validation_1-mae:6032.50684 [905] validation_0-mae:4630.52148 validation_1-mae:6032.46338 [906] validation_0-mae:4628.64404 validation_1-mae:6032.17725 [907] validation_0-mae:4627.03027 validation_1-mae:6031.99219 [908] validation_0-mae:4625.48340 validation_1-mae:6031.99756 [909] validation_0-mae:4623.31152 validation_1-mae:6031.16406 [910] validation_0-mae:4622.61865 validation_1-mae:6031.28613 [911] validation_0-mae:4621.87939 validation_1-mae:6031.24707 [912] validation_0-mae:4621.43603 validation_1-mae:6031.09375 [913] validation_0-mae:4620.08203 validation_1-mae:6030.70801 [914] validation_0-mae:4617.98096 validation_1-mae:6030.33496 [915] validation_0-mae:4616.24121 validation_1-mae:6029.10400 [916] validation_0-mae:4614.42627 validation_1-mae:6028.85107 [917] validation_0-mae:4613.36523 validation_1-mae:6028.84375 [918] validation_0-mae:4612.62353 validation_1-mae:6029.17139 [919] validation_0-mae:4610.82275 validation_1-mae:6028.66943 [920] validation_0-mae:4610.21045 validation_1-mae:6028.82666 [921] validation_0-mae:4609.84375 validation_1-mae:6028.78027 [922] validation_0-mae:4608.31445 validation_1-mae:6028.05469 [923] validation_0-mae:4607.02637 validation_1-mae:6027.32227 [924] validation_0-mae:4605.12939 validation_1-mae:6026.81885 [925] validation_0-mae:4603.84619 validation_1-mae:6027.05762 [926] validation_0-mae:4601.92090 validation_1-mae:6027.39258 [927] validation_0-mae:4600.82764 validation_1-mae:6027.26416 [928] validation_0-mae:4599.27295 validation_1-mae:6028.00195 [929] validation_0-mae:4597.67041 validation_1-mae:6028.17139 [930] validation_0-mae:4595.63818 validation_1-mae:6027.88086 [931] validation_0-mae:4594.24805 validation_1-mae:6027.56982 [932] validation_0-mae:4593.39893 validation_1-mae:6027.63916 [933] validation_0-mae:4592.23682 validation_1-mae:6027.81006 [934] validation_0-mae:4590.60254 validation_1-mae:6027.98975 [935] validation_0-mae:4589.77197 validation_1-mae:6028.21436 [936] validation_0-mae:4588.37353 validation_1-mae:6029.62061 [937] validation_0-mae:4587.28369 validation_1-mae:6029.50439 [938] validation_0-mae:4586.38770 validation_1-mae:6029.51807 [939] validation_0-mae:4584.83691 validation_1-mae:6029.75879 [940] validation_0-mae:4583.14404 validation_1-mae:6028.83545 [941] validation_0-mae:4581.53320 validation_1-mae:6029.04785 [942] validation_0-mae:4579.95605 validation_1-mae:6028.47607 [943] validation_0-mae:4579.13135 validation_1-mae:6028.71387 [944] validation_0-mae:4577.64551 validation_1-mae:6028.21484 [945] validation_0-mae:4576.43994 validation_1-mae:6027.77832 [946] validation_0-mae:4574.69971 validation_1-mae:6027.79932 [947] validation_0-mae:4573.78027 validation_1-mae:6028.01270 [948] validation_0-mae:4571.83252 validation_1-mae:6027.90283 [949] validation_0-mae:4570.55615 validation_1-mae:6028.38623 [950] validation_0-mae:4569.61328 validation_1-mae:6028.54736 [951] validation_0-mae:4568.87061 validation_1-mae:6028.25635 [952] validation_0-mae:4568.72510 validation_1-mae:6028.29541 [953] validation_0-mae:4566.71826 validation_1-mae:6027.40869 [954] validation_0-mae:4565.43799 validation_1-mae:6027.13477 [955] validation_0-mae:4564.45703 validation_1-mae:6026.98730 [956] validation_0-mae:4563.88330 validation_1-mae:6026.92236 [957] validation_0-mae:4563.39844 validation_1-mae:6026.77734 [958] validation_0-mae:4561.65918 validation_1-mae:6026.18457 [959] validation_0-mae:4561.37988 validation_1-mae:6026.13184 [960] validation_0-mae:4559.38525 validation_1-mae:6026.47900 [961] validation_0-mae:4558.49658 validation_1-mae:6026.36914 [962] validation_0-mae:4557.24219 validation_1-mae:6025.90820 [963] validation_0-mae:4556.69043 validation_1-mae:6025.81787 [964] validation_0-mae:4555.88281 validation_1-mae:6025.59912 [965] validation_0-mae:4554.43018 validation_1-mae:6024.97852 [966] validation_0-mae:4553.73389 validation_1-mae:6025.22559 [967] validation_0-mae:4552.75293 validation_1-mae:6024.91699 [968] validation_0-mae:4551.97461 validation_1-mae:6024.93359 [969] validation_0-mae:4551.86230 validation_1-mae:6024.94971 [970] validation_0-mae:4551.31250 validation_1-mae:6025.14062 [971] validation_0-mae:4548.12158 validation_1-mae:6024.51025 [972] validation_0-mae:4546.85059 validation_1-mae:6023.80029 [973] validation_0-mae:4544.70117 validation_1-mae:6023.75635 [974] validation_0-mae:4543.89551 validation_1-mae:6023.86572 [975] validation_0-mae:4541.94141 validation_1-mae:6023.87402 [976] validation_0-mae:4539.53857 validation_1-mae:6024.00342 [977] validation_0-mae:4538.29834 validation_1-mae:6023.74756 [978] validation_0-mae:4537.43115 validation_1-mae:6023.67627 [979] validation_0-mae:4536.01953 validation_1-mae:6023.07959 [980] validation_0-mae:4535.07764 validation_1-mae:6022.84277 [981] validation_0-mae:4533.87012 validation_1-mae:6022.69775 [982] validation_0-mae:4532.88086 validation_1-mae:6021.94971 [983] validation_0-mae:4531.65137 validation_1-mae:6022.39746 [984] validation_0-mae:4531.09814 validation_1-mae:6022.19824 [985] validation_0-mae:4530.27881 validation_1-mae:6021.80371 [986] validation_0-mae:4528.81934 validation_1-mae:6020.70996 [987] validation_0-mae:4528.03564 validation_1-mae:6020.81836 [988] validation_0-mae:4526.96143 validation_1-mae:6020.72266 [989] validation_0-mae:4526.04639 validation_1-mae:6020.71387 [990] validation_0-mae:4524.73389 validation_1-mae:6021.07910 [991] validation_0-mae:4524.04297 validation_1-mae:6021.29102 [992] validation_0-mae:4522.35986 validation_1-mae:6022.30322 [993] validation_0-mae:4522.09814 validation_1-mae:6022.32129 [994] validation_0-mae:4520.98486 validation_1-mae:6021.73145 [995] validation_0-mae:4520.13330 validation_1-mae:6021.43652 [996] validation_0-mae:4519.17969 validation_1-mae:6021.32227 [997] validation_0-mae:4518.54736 validation_1-mae:6021.27783 [998] validation_0-mae:4518.12451 validation_1-mae:6021.22656 [999] validation_0-mae:4518.11133 validation_1-mae:6021.27002 [1000] validation_0-mae:4517.89600 validation_1-mae:6021.19580 [1001] validation_0-mae:4516.90381 validation_1-mae:6020.85449 [1002] validation_0-mae:4516.01270 validation_1-mae:6020.26660 [1003] validation_0-mae:4515.17773 validation_1-mae:6020.25781 [1004] validation_0-mae:4514.89062 validation_1-mae:6020.23486 [1005] validation_0-mae:4513.89502 validation_1-mae:6020.73438 [1006] validation_0-mae:4512.81397 validation_1-mae:6021.16699 [1007] validation_0-mae:4511.80811 validation_1-mae:6021.54248 [1008] validation_0-mae:4511.35059 validation_1-mae:6021.53418 [1009] validation_0-mae:4510.02246 validation_1-mae:6021.60059 [1010] validation_0-mae:4509.70459 validation_1-mae:6021.52783 [1011] validation_0-mae:4509.23438 validation_1-mae:6021.37842 [1012] validation_0-mae:4509.23096 validation_1-mae:6021.42285 [1013] validation_0-mae:4509.04199 validation_1-mae:6021.35107 [1014] validation_0-mae:4508.55176 validation_1-mae:6021.31299 [1015] validation_0-mae:4507.46484 validation_1-mae:6021.39355 [1016] validation_0-mae:4506.60449 validation_1-mae:6021.25830 [1017] validation_0-mae:4505.78711 validation_1-mae:6021.50293 [1018] validation_0-mae:4504.36719 validation_1-mae:6021.68408 [1019] validation_0-mae:4502.63818 validation_1-mae:6022.20752 [1020] validation_0-mae:4501.23486 validation_1-mae:6021.71338 [1021] validation_0-mae:4500.07520 validation_1-mae:6021.92725 [1022] validation_0-mae:4498.69385 validation_1-mae:6021.91309 [1023] validation_0-mae:4497.45166 validation_1-mae:6021.70215 [1024] validation_0-mae:4496.37842 validation_1-mae:6021.57129 [1025] validation_0-mae:4495.34424 validation_1-mae:6021.38086 [1026] validation_0-mae:4493.53662 validation_1-mae:6022.12842 [1027] validation_0-mae:4491.99023 validation_1-mae:6021.66699 [1028] validation_0-mae:4490.34228 validation_1-mae:6021.82520 [1029] validation_0-mae:4489.57617 validation_1-mae:6021.51660 [1030] validation_0-mae:4488.14844 validation_1-mae:6021.36768 [1031] validation_0-mae:4488.10010 validation_1-mae:6021.36621 [1032] validation_0-mae:4487.88770 validation_1-mae:6021.53809 [1033] validation_0-mae:4486.08984 validation_1-mae:6021.19092 [1034] validation_0-mae:4485.22412 validation_1-mae:6021.27637 [1035] validation_0-mae:4483.81348 validation_1-mae:6021.27148 [1036] validation_0-mae:4482.87305 validation_1-mae:6021.12353 [1037] validation_0-mae:4482.08789 validation_1-mae:6020.60645 [1038] validation_0-mae:4481.01807 validation_1-mae:6020.65186 [1039] validation_0-mae:4479.40967 validation_1-mae:6019.89453 [1040] validation_0-mae:4478.30615 validation_1-mae:6019.67139 [1041] validation_0-mae:4477.55811 validation_1-mae:6019.54395 [1042] validation_0-mae:4476.75439 validation_1-mae:6019.29248 [1043] validation_0-mae:4475.30225 validation_1-mae:6018.51562 [1044] validation_0-mae:4474.41357 validation_1-mae:6018.33594 [1045] validation_0-mae:4473.34033 validation_1-mae:6018.33643 [1046] validation_0-mae:4471.91113 validation_1-mae:6017.27490 [1047] validation_0-mae:4470.09912 validation_1-mae:6017.00684 [1048] validation_0-mae:4469.89062 validation_1-mae:6017.14893 [1049] validation_0-mae:4469.09228 validation_1-mae:6017.23633 [1050] validation_0-mae:4467.84961 validation_1-mae:6017.07568 [1051] validation_0-mae:4466.25635 validation_1-mae:6017.41650 [1052] validation_0-mae:4465.13818 validation_1-mae:6017.44727 [1053] validation_0-mae:4464.19434 validation_1-mae:6017.42188 [1054] validation_0-mae:4462.90234 validation_1-mae:6017.77490 [1055] validation_0-mae:4460.89062 validation_1-mae:6017.62695 [1056] validation_0-mae:4458.86816 validation_1-mae:6018.42188 [1057] validation_0-mae:4457.45605 validation_1-mae:6018.60205 [1058] validation_0-mae:4455.91406 validation_1-mae:6017.75147 [1059] validation_0-mae:4454.74658 validation_1-mae:6017.94678 [1060] validation_0-mae:4453.45312 validation_1-mae:6017.77148 [1061] validation_0-mae:4451.28906 validation_1-mae:6017.56934 [1062] validation_0-mae:4450.26270 validation_1-mae:6017.47998 [1063] validation_0-mae:4449.06348 validation_1-mae:6017.36670 [1064] validation_0-mae:4447.79053 validation_1-mae:6016.75879 [1065] validation_0-mae:4446.52978 validation_1-mae:6016.57910 [1066] validation_0-mae:4445.54834 validation_1-mae:6016.54150 [1067] validation_0-mae:4443.89551 validation_1-mae:6016.82959 [1068] validation_0-mae:4442.62891 validation_1-mae:6016.67871 [1069] validation_0-mae:4441.50147 validation_1-mae:6016.82275 [1070] validation_0-mae:4441.23291 validation_1-mae:6016.82129 [1071] validation_0-mae:4439.58057 validation_1-mae:6017.18750 [1072] validation_0-mae:4437.60840 validation_1-mae:6016.58496 [1073] validation_0-mae:4436.84180 validation_1-mae:6016.62256 [1074] validation_0-mae:4435.02978 validation_1-mae:6016.84766 [1075] validation_0-mae:4433.60352 validation_1-mae:6016.72949 [1076] validation_0-mae:4432.74561 validation_1-mae:6016.44824 [1077] validation_0-mae:4432.18945 validation_1-mae:6016.46289 [1078] validation_0-mae:4431.11963 validation_1-mae:6016.89453 [1079] validation_0-mae:4429.69385 validation_1-mae:6016.85449 [1080] validation_0-mae:4428.90430 validation_1-mae:6016.90381 [1081] validation_0-mae:4427.52441 validation_1-mae:6016.96045 [1082] validation_0-mae:4427.14990 validation_1-mae:6017.12744 [1083] validation_0-mae:4426.33691 validation_1-mae:6017.36572 [1084] validation_0-mae:4425.13428 validation_1-mae:6017.33008 [1085] validation_0-mae:4425.02930 validation_1-mae:6017.31445 [1086] validation_0-mae:4423.98242 validation_1-mae:6017.43994 [1087] validation_0-mae:4423.02637 validation_1-mae:6017.46240 [1088] validation_0-mae:4421.96826 validation_1-mae:6017.45508 [1089] validation_0-mae:4421.13867 validation_1-mae:6017.58643 [1090] validation_0-mae:4420.29150 validation_1-mae:6017.77783 [1091] validation_0-mae:4418.56592 validation_1-mae:6017.46143 [1092] validation_0-mae:4416.79590 validation_1-mae:6017.17285 [1093] validation_0-mae:4415.96387 validation_1-mae:6017.35156 [1094] validation_0-mae:4414.62061 validation_1-mae:6016.95752 [1095] validation_0-mae:4413.22559 validation_1-mae:6016.74414 [1096] validation_0-mae:4411.48340 validation_1-mae:6016.26367 [1097] validation_0-mae:4410.41357 validation_1-mae:6016.17334 [1098] validation_0-mae:4409.81201 validation_1-mae:6016.64160 [1099] validation_0-mae:4409.27197 validation_1-mae:6016.57080 [1100] validation_0-mae:4407.34912 validation_1-mae:6016.11426 [1101] validation_0-mae:4406.16113 validation_1-mae:6015.98779 [1102] validation_0-mae:4405.02588 validation_1-mae:6015.99414 [1103] validation_0-mae:4404.92725 validation_1-mae:6015.97559 [1104] validation_0-mae:4404.65527 validation_1-mae:6016.09570 [1105] validation_0-mae:4403.91309 validation_1-mae:6015.83447 [1106] validation_0-mae:4403.04053 validation_1-mae:6016.03906 [1107] validation_0-mae:4401.89551 validation_1-mae:6015.90088 [1108] validation_0-mae:4400.49219 validation_1-mae:6015.65576 [1109] validation_0-mae:4399.08691 validation_1-mae:6015.27783 [1110] validation_0-mae:4398.31445 validation_1-mae:6014.88477 [1111] validation_0-mae:4397.05762 validation_1-mae:6014.10400 [1112] validation_0-mae:4395.50342 validation_1-mae:6013.84180 [1113] validation_0-mae:4394.28760 validation_1-mae:6013.68799 [1114] validation_0-mae:4392.43603 validation_1-mae:6013.77539 [1115] validation_0-mae:4390.81445 validation_1-mae:6013.88232 [1116] validation_0-mae:4389.80322 validation_1-mae:6013.66357 [1117] validation_0-mae:4389.34131 validation_1-mae:6013.79688 [1118] validation_0-mae:4388.22705 validation_1-mae:6014.00732 [1119] validation_0-mae:4386.93457 validation_1-mae:6013.84619 [1120] validation_0-mae:4385.86572 validation_1-mae:6014.28906 [1121] validation_0-mae:4384.69287 validation_1-mae:6014.81982 [1122] validation_0-mae:4383.92285 validation_1-mae:6015.13477 [1123] validation_0-mae:4383.10645 validation_1-mae:6015.12305 [1124] validation_0-mae:4381.72412 validation_1-mae:6014.48779 [1125] validation_0-mae:4380.83984 validation_1-mae:6014.53760 [1126] validation_0-mae:4380.48682 validation_1-mae:6014.48389 [1127] validation_0-mae:4379.50439 validation_1-mae:6014.26025 [1128] validation_0-mae:4378.55322 validation_1-mae:6014.91992 [1129] validation_0-mae:4377.62891 validation_1-mae:6015.29102 [1130] validation_0-mae:4377.40283 validation_1-mae:6015.33203 [1131] validation_0-mae:4375.96582 validation_1-mae:6014.66455 [1132] validation_0-mae:4375.03564 validation_1-mae:6014.74170 [1133] validation_0-mae:4374.29639 validation_1-mae:6014.65186 [1134] validation_0-mae:4373.39893 validation_1-mae:6014.86523 [1135] validation_0-mae:4372.76562 validation_1-mae:6014.68799 [1136] validation_0-mae:4372.27002 validation_1-mae:6014.41211 [1137] validation_0-mae:4372.15820 validation_1-mae:6014.40137 [1138] validation_0-mae:4370.69287 validation_1-mae:6013.71582 [1139] validation_0-mae:4369.32324 validation_1-mae:6013.72314 [1140] validation_0-mae:4367.36768 validation_1-mae:6013.70459 [1141] validation_0-mae:4366.28272 validation_1-mae:6014.09131 [1142] validation_0-mae:4364.59717 validation_1-mae:6014.30859 [1143] validation_0-mae:4363.74609 validation_1-mae:6013.98193 [1144] validation_0-mae:4363.02100 validation_1-mae:6014.16943 [1145] validation_0-mae:4361.89502 validation_1-mae:6013.73389 [1146] validation_0-mae:4361.00732 validation_1-mae:6013.60010 [1147] validation_0-mae:4359.59766 validation_1-mae:6013.03906 [1148] validation_0-mae:4358.12402 validation_1-mae:6012.67773 [1149] validation_0-mae:4357.30664 validation_1-mae:6013.17920 [1150] validation_0-mae:4356.01172 validation_1-mae:6012.85791 [1151] validation_0-mae:4355.14014 validation_1-mae:6012.99219 [1152] validation_0-mae:4354.44971 validation_1-mae:6013.14209 [1153] validation_0-mae:4353.75195 validation_1-mae:6013.24756 [1154] validation_0-mae:4353.23877 validation_1-mae:6013.32031 [1155] validation_0-mae:4352.65625 validation_1-mae:6013.33789 [1156] validation_0-mae:4352.10840 validation_1-mae:6013.75635 [1157] validation_0-mae:4352.03613 validation_1-mae:6013.74072 [1158] validation_0-mae:4351.53272 validation_1-mae:6013.52783 [1159] validation_0-mae:4350.34082 validation_1-mae:6013.29932 [1160] validation_0-mae:4349.32080 validation_1-mae:6013.24170 [1161] validation_0-mae:4347.87891 validation_1-mae:6013.44043 [1162] validation_0-mae:4346.56982 validation_1-mae:6013.11670 [1163] validation_0-mae:4345.22705 validation_1-mae:6013.22656 [1164] validation_0-mae:4344.54395 validation_1-mae:6013.13281 [1165] validation_0-mae:4343.59766 validation_1-mae:6012.65820 [1166] validation_0-mae:4342.37598 validation_1-mae:6012.39551 [1167] validation_0-mae:4341.38574 validation_1-mae:6012.16797 [1168] validation_0-mae:4340.53467 validation_1-mae:6011.93311 [1169] validation_0-mae:4338.53467 validation_1-mae:6011.10303 [1170] validation_0-mae:4337.42432 validation_1-mae:6010.39893 [1171] validation_0-mae:4336.36914 validation_1-mae:6010.68848 [1172] validation_0-mae:4335.46973 validation_1-mae:6010.86279 [1173] validation_0-mae:4334.81934 validation_1-mae:6011.24316 [1174] validation_0-mae:4334.49023 validation_1-mae:6011.08350 [1175] validation_0-mae:4332.97803 validation_1-mae:6011.11475 [1176] validation_0-mae:4331.10693 validation_1-mae:6011.00439 [1177] validation_0-mae:4329.89697 validation_1-mae:6011.66748 [1178] validation_0-mae:4329.00586 validation_1-mae:6011.41895 [1179] validation_0-mae:4327.98096 validation_1-mae:6011.71631 [1180] validation_0-mae:4327.09570 validation_1-mae:6011.67725 [1181] validation_0-mae:4325.80371 validation_1-mae:6011.49805 [1182] validation_0-mae:4325.51562 validation_1-mae:6011.50830 [1183] validation_0-mae:4324.60596 validation_1-mae:6011.25586 [1184] validation_0-mae:4323.54541 validation_1-mae:6011.00098 [1185] validation_0-mae:4323.14307 validation_1-mae:6011.05566 [1186] validation_0-mae:4321.69092 validation_1-mae:6010.42334 [1187] validation_0-mae:4319.50928 validation_1-mae:6008.91211 [1188] validation_0-mae:4318.43994 validation_1-mae:6009.24756 [1189] validation_0-mae:4317.17041 validation_1-mae:6009.18945 [1190] validation_0-mae:4315.67773 validation_1-mae:6008.33252 [1191] validation_0-mae:4314.00098 validation_1-mae:6008.20068 [1192] validation_0-mae:4312.59570 validation_1-mae:6008.19873 [1193] validation_0-mae:4311.39307 validation_1-mae:6007.71045 [1194] validation_0-mae:4310.84180 validation_1-mae:6007.95996 [1195] validation_0-mae:4310.07715 validation_1-mae:6007.98584 [1196] validation_0-mae:4309.60889 validation_1-mae:6007.89746 [1197] validation_0-mae:4308.38818 validation_1-mae:6007.90918 [1198] validation_0-mae:4307.16992 validation_1-mae:6007.98096 [1199] validation_0-mae:4306.46777 validation_1-mae:6007.91406 [1200] validation_0-mae:4306.44189 validation_1-mae:6007.93115 [1201] validation_0-mae:4306.08496 validation_1-mae:6007.79639 [1202] validation_0-mae:4305.43799 validation_1-mae:6007.63818 [1203] validation_0-mae:4304.78320 validation_1-mae:6007.93262 [1204] validation_0-mae:4303.82520 validation_1-mae:6007.84912 [1205] validation_0-mae:4302.96826 validation_1-mae:6007.74072 [1206] validation_0-mae:4302.03857 validation_1-mae:6007.69824 [1207] validation_0-mae:4300.92969 validation_1-mae:6008.10693 [1208] validation_0-mae:4299.86914 validation_1-mae:6008.08398 [1209] validation_0-mae:4299.02734 validation_1-mae:6007.99170 [1210] validation_0-mae:4298.03467 validation_1-mae:6008.25684 [1211] validation_0-mae:4297.41113 validation_1-mae:6008.29541 [1212] validation_0-mae:4296.61523 validation_1-mae:6008.48926 [1213] validation_0-mae:4295.71875 validation_1-mae:6008.42188 [1214] validation_0-mae:4293.63867 validation_1-mae:6008.51807 [1215] validation_0-mae:4292.24512 validation_1-mae:6008.76465 [1216] validation_0-mae:4291.21191 validation_1-mae:6009.00439 [1217] validation_0-mae:4290.06348 validation_1-mae:6009.08496 [1218] validation_0-mae:4288.46875 validation_1-mae:6008.77002 [1219] validation_0-mae:4286.33838 validation_1-mae:6009.02686 [1220] validation_0-mae:4284.85059 validation_1-mae:6008.74512 [1221] validation_0-mae:4283.45410 validation_1-mae:6009.46631 [1222] validation_0-mae:4282.00684 validation_1-mae:6009.22559 [1223] validation_0-mae:4281.25049 validation_1-mae:6009.09619 [1224] validation_0-mae:4280.23486 validation_1-mae:6009.10645 [1225] validation_0-mae:4279.07080 validation_1-mae:6009.10889 [1226] validation_0-mae:4278.35791 validation_1-mae:6009.25635 [1227] validation_0-mae:4277.27148 validation_1-mae:6009.51904 [1228] validation_0-mae:4276.11914 validation_1-mae:6010.04395 [1229] validation_0-mae:4275.28662 validation_1-mae:6009.78662 [1230] validation_0-mae:4274.50879 validation_1-mae:6010.19141 [1231] validation_0-mae:4273.19727 validation_1-mae:6009.85449 [1232] validation_0-mae:4272.56787 validation_1-mae:6009.69971 [1233] validation_0-mae:4272.15039 validation_1-mae:6009.43701 [1234] validation_0-mae:4270.64551 validation_1-mae:6009.65967 [1235] validation_0-mae:4269.66016 validation_1-mae:6009.56641 [1236] validation_0-mae:4268.89258 validation_1-mae:6009.22754 [1237] validation_0-mae:4268.32861 validation_1-mae:6009.15234 [1238] validation_0-mae:4267.24072 validation_1-mae:6009.01514 [1239] validation_0-mae:4266.58301 validation_1-mae:6009.22314 [1240] validation_0-mae:4265.47656 validation_1-mae:6008.89990 [1241] validation_0-mae:4264.29248 validation_1-mae:6008.84619 [1242] validation_0-mae:4263.45898 validation_1-mae:6008.76318 [1243] validation_0-mae:4262.93311 validation_1-mae:6008.55859 [1244] validation_0-mae:4262.46338 validation_1-mae:6008.56055 [1245] validation_0-mae:4262.03418 validation_1-mae:6008.74853 [1246] validation_0-mae:4261.23633 validation_1-mae:6008.64893 [1247] validation_0-mae:4260.37207 validation_1-mae:6008.63867 [1248] validation_0-mae:4258.41895 validation_1-mae:6008.48877 [1249] validation_0-mae:4258.23682 validation_1-mae:6008.51709 [1250] validation_0-mae:4257.30566 validation_1-mae:6008.62647 [1251] validation_0-mae:4256.13623 validation_1-mae:6008.52148 [1252] validation_0-mae:4254.89893 validation_1-mae:6008.68848 [1253] validation_0-mae:4253.81299 validation_1-mae:6008.96777 [1254] validation_0-mae:4252.32617 validation_1-mae:6009.16748 [1255] validation_0-mae:4250.69531 validation_1-mae:6009.55273 [1256] validation_0-mae:4248.72412 validation_1-mae:6009.58350 [1257] validation_0-mae:4248.13086 validation_1-mae:6009.61182 [1258] validation_0-mae:4246.61230 validation_1-mae:6009.47754 [1259] validation_0-mae:4246.08447 validation_1-mae:6009.47656 [1260] validation_0-mae:4245.60645 validation_1-mae:6009.25879 [1261] validation_0-mae:4245.17969 validation_1-mae:6009.62012 [1262] validation_0-mae:4243.76367 validation_1-mae:6009.40576 [1263] validation_0-mae:4243.03516 validation_1-mae:6009.45166 [1264] validation_0-mae:4241.71094 validation_1-mae:6009.26221 [1265] validation_0-mae:4240.90527 validation_1-mae:6009.19775 [1266] validation_0-mae:4239.90088 validation_1-mae:6009.24561 [1267] validation_0-mae:4239.18213 validation_1-mae:6009.46191 [1268] validation_0-mae:4238.23535 validation_1-mae:6009.33252 [1269] validation_0-mae:4237.26123 validation_1-mae:6009.29150 [1270] validation_0-mae:4236.42041 validation_1-mae:6009.26709 [1271] validation_0-mae:4235.72900 validation_1-mae:6008.97070 [1272] validation_0-mae:4234.59033 validation_1-mae:6008.70117 [1273] validation_0-mae:4233.52051 validation_1-mae:6008.77197 [1274] validation_0-mae:4232.70850 validation_1-mae:6008.87012 [1275] validation_0-mae:4230.86328 validation_1-mae:6008.03760 [1276] validation_0-mae:4229.41699 validation_1-mae:6007.27637 [1277] validation_0-mae:4228.20215 validation_1-mae:6007.06201 [1278] validation_0-mae:4227.13379 validation_1-mae:6006.52930 [1279] validation_0-mae:4226.25928 validation_1-mae:6006.59424 [1280] validation_0-mae:4225.28272 validation_1-mae:6006.26318 [1281] validation_0-mae:4224.13867 validation_1-mae:6005.94141 [1282] validation_0-mae:4223.41846 validation_1-mae:6006.48926 [1283] validation_0-mae:4223.20264 validation_1-mae:6006.59570 [1284] validation_0-mae:4222.35010 validation_1-mae:6006.82178 [1285] validation_0-mae:4220.97266 validation_1-mae:6006.71875 [1286] validation_0-mae:4220.24316 validation_1-mae:6006.79297 [1287] validation_0-mae:4219.29492 validation_1-mae:6006.64941 [1288] validation_0-mae:4218.22705 validation_1-mae:6006.24853 [1289] validation_0-mae:4217.50391 validation_1-mae:6005.89795 [1290] validation_0-mae:4216.22510 validation_1-mae:6006.06397 [1291] validation_0-mae:4215.16064 validation_1-mae:6006.24902 [1292] validation_0-mae:4213.85352 validation_1-mae:6006.23633 [1293] validation_0-mae:4212.93652 validation_1-mae:6006.29395 [1294] validation_0-mae:4211.55225 validation_1-mae:6006.08545 [1295] validation_0-mae:4210.72998 validation_1-mae:6005.94971 [1296] validation_0-mae:4208.89160 validation_1-mae:6005.94775 [1297] validation_0-mae:4207.91943 validation_1-mae:6006.86133 [1298] validation_0-mae:4207.39844 validation_1-mae:6006.84082 [1299] validation_0-mae:4206.55908 validation_1-mae:6006.57715 [1300] validation_0-mae:4205.91211 validation_1-mae:6006.65869 [1301] validation_0-mae:4204.26367 validation_1-mae:6006.40869 [1302] validation_0-mae:4203.95801 validation_1-mae:6006.67334 [1303] validation_0-mae:4203.31201 validation_1-mae:6006.79785 [1304] validation_0-mae:4201.73682 validation_1-mae:6006.90381 [1305] validation_0-mae:4200.54248 validation_1-mae:6006.56982 [1306] validation_0-mae:4199.24707 validation_1-mae:6006.00342 [1307] validation_0-mae:4198.80762 validation_1-mae:6005.85352 [1308] validation_0-mae:4197.30664 validation_1-mae:6006.14551 [1309] validation_0-mae:4196.31152 validation_1-mae:6006.06982 [1310] validation_0-mae:4195.42090 validation_1-mae:6006.15967 [1311] validation_0-mae:4195.05518 validation_1-mae:6006.32520 [1312] validation_0-mae:4194.14014 validation_1-mae:6006.14258 [1313] validation_0-mae:4193.09180 validation_1-mae:6006.41406 [1314] validation_0-mae:4192.00586 validation_1-mae:6006.80029 [1315] validation_0-mae:4191.41797 validation_1-mae:6006.49170 [1316] validation_0-mae:4190.36816 validation_1-mae:6007.09863 [1317] validation_0-mae:4188.95361 validation_1-mae:6006.88184 [1318] validation_0-mae:4188.03174 validation_1-mae:6006.92334 [1319] validation_0-mae:4186.76221 validation_1-mae:6006.86621 [1320] validation_0-mae:4185.64062 validation_1-mae:6007.12500 [1321] validation_0-mae:4184.73242 validation_1-mae:6007.79541 [1322] validation_0-mae:4184.01318 validation_1-mae:6008.09033 [1323] validation_0-mae:4183.51025 validation_1-mae:6008.27637 [1324] validation_0-mae:4182.37500 validation_1-mae:6008.05273 [1325] validation_0-mae:4181.76123 validation_1-mae:6007.90430 [1326] validation_0-mae:4180.19482 validation_1-mae:6007.89111 [1327] validation_0-mae:4179.69531 validation_1-mae:6008.06641 [1328] validation_0-mae:4178.47998 validation_1-mae:6007.36084 [1329] validation_0-mae:4177.21143 validation_1-mae:6007.57715 [1330] validation_0-mae:4176.37158 validation_1-mae:6007.35400 [1331] validation_0-mae:4175.65332 validation_1-mae:6006.90967 [1332] validation_0-mae:4173.90967 validation_1-mae:6006.84766 [1333] validation_0-mae:4172.75684 validation_1-mae:6006.83691 [1334] validation_0-mae:4172.18799 validation_1-mae:6007.01465 [1335] validation_0-mae:4171.54834 validation_1-mae:6007.16064 [1336] validation_0-mae:4171.38574 validation_1-mae:6007.07178 [1337] validation_0-mae:4170.84033 validation_1-mae:6007.08740 [1338] validation_0-mae:4170.01611 validation_1-mae:6007.15381 [1339] validation_0-mae:4169.79590 validation_1-mae:6007.13281 [1340] validation_0-mae:4168.98975 validation_1-mae:6006.77881 [1341] validation_0-mae:4168.40430 validation_1-mae:6006.72412 [1342] validation_0-mae:4167.20166 validation_1-mae:6006.48682 [1343] validation_0-mae:4166.52100 validation_1-mae:6006.21484 [1344] validation_0-mae:4165.66602 validation_1-mae:6005.97852 [1345] validation_0-mae:4164.66553 validation_1-mae:6005.58203 [1346] validation_0-mae:4163.76953 validation_1-mae:6005.37207 [1347] validation_0-mae:4163.11328 validation_1-mae:6005.18457 [1348] validation_0-mae:4161.79150 validation_1-mae:6005.08252 [1349] validation_0-mae:4161.60498 validation_1-mae:6005.27978 [1350] validation_0-mae:4161.49805 validation_1-mae:6005.29736 [1351] validation_0-mae:4160.76465 validation_1-mae:6005.24170 [1352] validation_0-mae:4159.68750 validation_1-mae:6005.04736 [1353] validation_0-mae:4159.24756 validation_1-mae:6005.14014 [1354] validation_0-mae:4158.55762 validation_1-mae:6005.40478 [1355] validation_0-mae:4157.78809 validation_1-mae:6005.22852 [1356] validation_0-mae:4156.81592 validation_1-mae:6004.79492 [1357] validation_0-mae:4155.90576 validation_1-mae:6004.62207 [1358] validation_0-mae:4155.36914 validation_1-mae:6004.25781 [1359] validation_0-mae:4154.88623 validation_1-mae:6004.22119 [1360] validation_0-mae:4154.17627 validation_1-mae:6004.28857 [1361] validation_0-mae:4153.68164 validation_1-mae:6004.44385 [1362] validation_0-mae:4152.41895 validation_1-mae:6004.64355 [1363] validation_0-mae:4150.60352 validation_1-mae:6004.33936 [1364] validation_0-mae:4149.49170 validation_1-mae:6004.39551 [1365] validation_0-mae:4148.48682 validation_1-mae:6004.32520 [1366] validation_0-mae:4147.31592 validation_1-mae:6004.51270 [1367] validation_0-mae:4146.76709 validation_1-mae:6004.24219 [1368] validation_0-mae:4145.36475 validation_1-mae:6003.91650 [1369] validation_0-mae:4144.88818 validation_1-mae:6004.20605 [1370] validation_0-mae:4143.52930 validation_1-mae:6003.80469 [1371] validation_0-mae:4142.78418 validation_1-mae:6004.01855 [1372] validation_0-mae:4140.92725 validation_1-mae:6003.27734 [1373] validation_0-mae:4139.35596 validation_1-mae:6003.08545 [1374] validation_0-mae:4138.82471 validation_1-mae:6003.61768 [1375] validation_0-mae:4138.43994 validation_1-mae:6003.44287 [1376] validation_0-mae:4137.80078 validation_1-mae:6003.53906 [1377] validation_0-mae:4136.65772 validation_1-mae:6002.91602 [1378] validation_0-mae:4135.69629 validation_1-mae:6002.81055 [1379] validation_0-mae:4134.66797 validation_1-mae:6002.45752 [1380] validation_0-mae:4134.07520 validation_1-mae:6002.58936 [1381] validation_0-mae:4132.90869 validation_1-mae:6002.74609 [1382] validation_0-mae:4131.90723 validation_1-mae:6002.99902 [1383] validation_0-mae:4130.69189 validation_1-mae:6002.70117 [1384] validation_0-mae:4129.47510 validation_1-mae:6002.74414 [1385] validation_0-mae:4128.72022 validation_1-mae:6002.85986 [1386] validation_0-mae:4127.69727 validation_1-mae:6002.37402 [1387] validation_0-mae:4126.56592 validation_1-mae:6002.00586 [1388] validation_0-mae:4125.68555 validation_1-mae:6002.00781 [1389] validation_0-mae:4124.43262 validation_1-mae:6002.41602 [1390] validation_0-mae:4123.89502 validation_1-mae:6002.65088 [1391] validation_0-mae:4123.16650 validation_1-mae:6002.45166 [1392] validation_0-mae:4122.28320 validation_1-mae:6002.65576 [1393] validation_0-mae:4121.90723 validation_1-mae:6002.59424 [1394] validation_0-mae:4121.10596 validation_1-mae:6002.71728 [1395] validation_0-mae:4119.76855 validation_1-mae:6002.72070 [1396] validation_0-mae:4119.60547 validation_1-mae:6002.75928 [1397] validation_0-mae:4119.48828 validation_1-mae:6002.77246 [1398] validation_0-mae:4118.89697 validation_1-mae:6002.84033 [1399] validation_0-mae:4118.13379 validation_1-mae:6002.78027 [1400] validation_0-mae:4117.13965 validation_1-mae:6001.99853 [1401] validation_0-mae:4116.12793 validation_1-mae:6002.16699 [1402] validation_0-mae:4114.63184 validation_1-mae:6002.26611 [1403] validation_0-mae:4113.85059 validation_1-mae:6002.68457 [1404] validation_0-mae:4113.05225 validation_1-mae:6002.75195 [1405] validation_0-mae:4112.20020 validation_1-mae:6002.89209 [1406] validation_0-mae:4112.04150 validation_1-mae:6002.85498 [1407] validation_0-mae:4111.40039 validation_1-mae:6003.16113 [1408] validation_0-mae:4109.76318 validation_1-mae:6002.96582 [1409] validation_0-mae:4107.95703 validation_1-mae:6002.40576 [1410] validation_0-mae:4107.27441 validation_1-mae:6002.50684 [1411] validation_0-mae:4105.93701 validation_1-mae:6002.58496 [1412] validation_0-mae:4105.10938 validation_1-mae:6002.74414 [1413] validation_0-mae:4103.84814 validation_1-mae:6002.30713 [1414] validation_0-mae:4102.27441 validation_1-mae:6002.05322 [1415] validation_0-mae:4101.18994 validation_1-mae:6002.06445 [1416] validation_0-mae:4099.82129 validation_1-mae:6002.39746 [1417] validation_0-mae:4098.36523 validation_1-mae:6002.50391 [1418] validation_0-mae:4096.64795 validation_1-mae:6002.19727 [1419] validation_0-mae:4095.22559 validation_1-mae:6002.06641 [1420] validation_0-mae:4093.79663 validation_1-mae:6001.99365 [1421] validation_0-mae:4093.40991 validation_1-mae:6001.93652 [1422] validation_0-mae:4092.78540 validation_1-mae:6002.08301 [1423] validation_0-mae:4092.15479 validation_1-mae:6001.86182 [1424] validation_0-mae:4091.37231 validation_1-mae:6002.13086 [1425] validation_0-mae:4090.26587 validation_1-mae:6002.16699 [1426] validation_0-mae:4088.17651 validation_1-mae:6002.08008 [1427] validation_0-mae:4086.57080 validation_1-mae:6002.27393 [1428] validation_0-mae:4085.01025 validation_1-mae:6002.48047 [1429] validation_0-mae:4084.15894 validation_1-mae:6002.58154 [1430] validation_0-mae:4082.89819 validation_1-mae:6003.05420 [1431] validation_0-mae:4082.17383 validation_1-mae:6003.02734 [1432] validation_0-mae:4081.70361 validation_1-mae:6003.03516 [1433] validation_0-mae:4080.94531 validation_1-mae:6002.89258 [1434] validation_0-mae:4080.05029 validation_1-mae:6003.00439 [1435] validation_0-mae:4078.69360 validation_1-mae:6002.94482 [1436] validation_0-mae:4077.65894 validation_1-mae:6002.76367 [1437] validation_0-mae:4076.87769 validation_1-mae:6002.76709 [1438] validation_0-mae:4076.28760 validation_1-mae:6002.70605 [1439] validation_0-mae:4075.52637 validation_1-mae:6001.93115 [1440] validation_0-mae:4074.77197 validation_1-mae:6002.04639 [1441] validation_0-mae:4074.06396 validation_1-mae:6002.10547 [1442] validation_0-mae:4073.47559 validation_1-mae:6002.39209 [1443] validation_0-mae:4072.05054 validation_1-mae:6001.70020 [1444] validation_0-mae:4071.25830 validation_1-mae:6001.90820 [1445] validation_0-mae:4070.35205 validation_1-mae:6001.94434 [1446] validation_0-mae:4069.47461 validation_1-mae:6001.48389 [1447] validation_0-mae:4067.40234 validation_1-mae:6001.01416 [1448] validation_0-mae:4066.58838 validation_1-mae:6001.00928 [1449] validation_0-mae:4065.56860 validation_1-mae:6000.83740 [1450] validation_0-mae:4064.57886 validation_1-mae:6001.08154 [1451] validation_0-mae:4063.42627 validation_1-mae:6001.03516 [1452] validation_0-mae:4062.58765 validation_1-mae:6000.86865 [1453] validation_0-mae:4062.05737 validation_1-mae:6000.44482 [1454] validation_0-mae:4061.35352 validation_1-mae:6000.72412 [1455] validation_0-mae:4059.91846 validation_1-mae:6000.24707 [1456] validation_0-mae:4058.98486 validation_1-mae:6000.48584 [1457] validation_0-mae:4058.61816 validation_1-mae:6000.40918 [1458] validation_0-mae:4057.69019 validation_1-mae:6000.62109 [1459] validation_0-mae:4056.59717 validation_1-mae:6000.39795 [1460] validation_0-mae:4056.57397 validation_1-mae:6000.42139 [1461] validation_0-mae:4055.91943 validation_1-mae:6000.42725 [1462] validation_0-mae:4055.11328 validation_1-mae:6000.67139 [1463] validation_0-mae:4054.70898 validation_1-mae:6000.89941 [1464] validation_0-mae:4053.17212 validation_1-mae:6001.12939 [1465] validation_0-mae:4052.68140 validation_1-mae:6000.90772 [1466] validation_0-mae:4051.76929 validation_1-mae:6001.14941 [1467] validation_0-mae:4051.22144 validation_1-mae:6001.25928 [1468] validation_0-mae:4050.70068 validation_1-mae:6001.33984 [1469] validation_0-mae:4050.58228 validation_1-mae:6001.35547 [1470] validation_0-mae:4049.80249 validation_1-mae:6001.39697 [1471] validation_0-mae:4049.04370 validation_1-mae:6001.16650 [1472] validation_0-mae:4048.47900 validation_1-mae:6001.34961 [1473] validation_0-mae:4047.64356 validation_1-mae:6001.54004 [1474] validation_0-mae:4046.74268 validation_1-mae:6002.05176 [1475] validation_0-mae:4046.57349 validation_1-mae:6002.03174 [1476] validation_0-mae:4046.53247 validation_1-mae:6001.99756 [1477] validation_0-mae:4045.92358 validation_1-mae:6002.08984 [1478] validation_0-mae:4044.42017 validation_1-mae:6001.92383 [1479] validation_0-mae:4043.61621 validation_1-mae:6001.79785 [1480] validation_0-mae:4043.03076 validation_1-mae:6001.91357 [1481] validation_0-mae:4042.06543 validation_1-mae:6002.61768 [1482] validation_0-mae:4040.52710 validation_1-mae:6003.35254 [1483] validation_0-mae:4039.37964 validation_1-mae:6003.49121 [1484] validation_0-mae:4038.80835 validation_1-mae:6003.49072 [1485] validation_0-mae:4038.35571 validation_1-mae:6003.78809 [1486] validation_0-mae:4037.52612 validation_1-mae:6003.29248 [1487] validation_0-mae:4036.26440 validation_1-mae:6003.50439 [1488] validation_0-mae:4035.42456 validation_1-mae:6003.27051 [1489] validation_0-mae:4035.08447 validation_1-mae:6003.30615 [1490] validation_0-mae:4034.15942 validation_1-mae:6003.21338 [1491] validation_0-mae:4033.25269 validation_1-mae:6002.96631 [1492] validation_0-mae:4032.23340 validation_1-mae:6002.88184 [1493] validation_0-mae:4030.52661 validation_1-mae:6002.96582 [1494] validation_0-mae:4029.95483 validation_1-mae:6003.04248 [1495] validation_0-mae:4028.68115 validation_1-mae:6003.10742 [1496] validation_0-mae:4028.15723 validation_1-mae:6003.63916 [1497] validation_0-mae:4026.94775 validation_1-mae:6003.22998 [1498] validation_0-mae:4026.41431 validation_1-mae:6002.93164 [1499] validation_0-mae:4025.55225 validation_1-mae:6002.96924 [1500] validation_0-mae:4025.05249 validation_1-mae:6003.28418 [1501] validation_0-mae:4023.90552 validation_1-mae:6003.60596 [1502] validation_0-mae:4022.71167 validation_1-mae:6003.76709 [1503] validation_0-mae:4022.23926 validation_1-mae:6003.62988 [1504] validation_0-mae:4022.05664 validation_1-mae:6003.59277 [1505] validation_0-mae:4021.26733 validation_1-mae:6003.52197 [1506] validation_0-mae:4020.59985 validation_1-mae:6003.89844 [1507] validation_0-mae:4020.12378 validation_1-mae:6004.14111 [1508] validation_0-mae:4019.29346 validation_1-mae:6004.16846 [1509] validation_0-mae:4018.95581 validation_1-mae:6004.48535 [1510] validation_0-mae:4018.27148 validation_1-mae:6004.51562 [1511] validation_0-mae:4017.75855 validation_1-mae:6004.14648 [1512] validation_0-mae:4017.36987 validation_1-mae:6004.16748 [1513] validation_0-mae:4016.37256 validation_1-mae:6004.49023 [1514] validation_0-mae:4015.41577 validation_1-mae:6004.45117 [1515] validation_0-mae:4015.30029 validation_1-mae:6004.30469 [1516] validation_0-mae:4014.96704 validation_1-mae:6004.40381 [1517] validation_0-mae:4014.40991 validation_1-mae:6004.92480 [1518] validation_0-mae:4013.87451 validation_1-mae:6004.64355 [1519] validation_0-mae:4012.08520 validation_1-mae:6004.22754 [1520] validation_0-mae:4011.44580 validation_1-mae:6004.36914 [1521] validation_0-mae:4010.60034 validation_1-mae:6004.56836 [1522] validation_0-mae:4009.78882 validation_1-mae:6004.74512 [1523] validation_0-mae:4009.30566 validation_1-mae:6004.56885 [1524] validation_0-mae:4008.95483 validation_1-mae:6004.32178 [1525] validation_0-mae:4008.04565 validation_1-mae:6004.02441 [1526] validation_0-mae:4007.49072 validation_1-mae:6003.98633 [1527] validation_0-mae:4007.11865 validation_1-mae:6003.82910 [1528] validation_0-mae:4006.49536 validation_1-mae:6004.15625 [1529] validation_0-mae:4005.98901 validation_1-mae:6004.29980 [1530] validation_0-mae:4005.11401 validation_1-mae:6004.04395 [1531] validation_0-mae:4004.16406 validation_1-mae:6003.78613 [1532] validation_0-mae:4004.12549 validation_1-mae:6003.81738 [1533] validation_0-mae:4003.15771 validation_1-mae:6003.93408 [1534] validation_0-mae:4001.94116 validation_1-mae:6003.74072 [1535] validation_0-mae:4000.54248 validation_1-mae:6003.73779 [1536] validation_0-mae:3999.60815 validation_1-mae:6003.81299 [1537] validation_0-mae:3998.25439 validation_1-mae:6004.27588 [1538] validation_0-mae:3997.26685 validation_1-mae:6003.75391 [1539] validation_0-mae:3995.88135 validation_1-mae:6003.80908 [1540] validation_0-mae:3995.00220 validation_1-mae:6003.69531 [1541] validation_0-mae:3994.28662 validation_1-mae:6003.74658 [1542] validation_0-mae:3992.73169 validation_1-mae:6003.87500 [1543] validation_0-mae:3991.51392 validation_1-mae:6003.97559 [1544] validation_0-mae:3990.64331 validation_1-mae:6004.14258 [1545] validation_0-mae:3988.96509 validation_1-mae:6004.15430 [1546] validation_0-mae:3987.95654 validation_1-mae:6003.75342 [1547] validation_0-mae:3987.11353 validation_1-mae:6003.87842 [1548] validation_0-mae:3986.56909 validation_1-mae:6003.93408 [1549] validation_0-mae:3985.94116 validation_1-mae:6004.12988 [1550] validation_0-mae:3984.91138 validation_1-mae:6004.17871 [1551] validation_0-mae:3983.99048 validation_1-mae:6003.83496 [1552] validation_0-mae:3982.66309 validation_1-mae:6003.88428 [1553] validation_0-mae:3982.01709 validation_1-mae:6004.00635 [1554] validation_0-mae:3980.46289 validation_1-mae:6003.28613 [1555] validation_0-mae:3979.36231 validation_1-mae:6003.11865 [1556] validation_0-mae:3978.28955 validation_1-mae:6003.32324 [1557] validation_0-mae:3977.39917 validation_1-mae:6003.06982 [1558] validation_0-mae:3977.13013 validation_1-mae:6003.16797 [1559] validation_0-mae:3976.33911 validation_1-mae:6003.12207 [1560] validation_0-mae:3975.17310 validation_1-mae:6003.01318 [1561] validation_0-mae:3973.98779 validation_1-mae:6002.78467 [1562] validation_0-mae:3973.56665 validation_1-mae:6002.72022 [1563] validation_0-mae:3972.89526 validation_1-mae:6003.00342 [1564] validation_0-mae:3971.51514 validation_1-mae:6003.07227 [1565] validation_0-mae:3970.05933 validation_1-mae:6002.66016 [1566] validation_0-mae:3969.16577 validation_1-mae:6002.60938 [1567] validation_0-mae:3968.65454 validation_1-mae:6002.80859 [1568] validation_0-mae:3967.27539 validation_1-mae:6002.56152 [1569] validation_0-mae:3965.87158 validation_1-mae:6002.30420 [1570] validation_0-mae:3965.38501 validation_1-mae:6002.37891 [1571] validation_0-mae:3964.44189 validation_1-mae:6002.71533 [1572] validation_0-mae:3963.54858 validation_1-mae:6002.92432 [1573] validation_0-mae:3962.52588 validation_1-mae:6003.36670 [1574] validation_0-mae:3961.55908 validation_1-mae:6003.55908 [1575] validation_0-mae:3960.21875 validation_1-mae:6004.38330 [1576] validation_0-mae:3959.70654 validation_1-mae:6004.52246 [1577] validation_0-mae:3958.31006 validation_1-mae:6003.79541 [1578] validation_0-mae:3957.35156 validation_1-mae:6003.55957 [1579] validation_0-mae:3956.03760 validation_1-mae:6003.51855 [1580] validation_0-mae:3955.46216 validation_1-mae:6003.91064 [1581] validation_0-mae:3954.21973 validation_1-mae:6003.86768 [1582] validation_0-mae:3953.31909 validation_1-mae:6003.83984 [1583] validation_0-mae:3952.65186 validation_1-mae:6004.36182 [1584] validation_0-mae:3951.62305 validation_1-mae:6004.66895 [1585] validation_0-mae:3950.72900 validation_1-mae:6004.98926 [1586] validation_0-mae:3950.11987 validation_1-mae:6005.16064 [1587] validation_0-mae:3949.45190 validation_1-mae:6004.89307 [1588] validation_0-mae:3948.95068 validation_1-mae:6004.78857 [1589] validation_0-mae:3948.19824 validation_1-mae:6004.82666 [1590] validation_0-mae:3946.91772 validation_1-mae:6004.95166 [1591] validation_0-mae:3946.18994 validation_1-mae:6004.93066 [1592] validation_0-mae:3945.72412 validation_1-mae:6005.12988 [1593] validation_0-mae:3944.74170 validation_1-mae:6005.41455 [1594] validation_0-mae:3943.95508 validation_1-mae:6005.44043 [1595] validation_0-mae:3943.30151 validation_1-mae:6005.12305 [1596] validation_0-mae:3942.20215 validation_1-mae:6005.22168 [1597] validation_0-mae:3941.21118 validation_1-mae:6004.85938 [1598] validation_0-mae:3940.74170 validation_1-mae:6005.10010 [1599] validation_0-mae:3939.74927 validation_1-mae:6005.38818 [1600] validation_0-mae:3939.25659 validation_1-mae:6005.31006 [1601] validation_0-mae:3938.36938 validation_1-mae:6005.04932 [1602] validation_0-mae:3937.85303 validation_1-mae:6005.71631 [1603] validation_0-mae:3936.92163 validation_1-mae:6005.80859 [1604] validation_0-mae:3936.16382 validation_1-mae:6005.91504 [1605] validation_0-mae:3934.95239 validation_1-mae:6005.64209 [1606] validation_0-mae:3934.33325 validation_1-mae:6005.51416 [1607] validation_0-mae:3933.37109 validation_1-mae:6005.25439 [1608] validation_0-mae:3932.61108 validation_1-mae:6005.19434 [1609] validation_0-mae:3931.39746 validation_1-mae:6005.24658 [1610] validation_0-mae:3930.48706 validation_1-mae:6005.43115 [1611] validation_0-mae:3929.83887 validation_1-mae:6005.24414 [1612] validation_0-mae:3929.08667 validation_1-mae:6005.39795 [1613] validation_0-mae:3928.16553 validation_1-mae:6005.89502 [1614] validation_0-mae:3927.21265 validation_1-mae:6005.86719 [1615] validation_0-mae:3926.75659 validation_1-mae:6005.88135 [1616] validation_0-mae:3925.39111 validation_1-mae:6006.08008 [1617] validation_0-mae:3924.29517 validation_1-mae:6006.23438 [1618] validation_0-mae:3923.44922 validation_1-mae:6006.04980 [1619] validation_0-mae:3921.95068 validation_1-mae:6006.02734 [1620] validation_0-mae:3920.65088 validation_1-mae:6005.74170 [1621] validation_0-mae:3919.34912 validation_1-mae:6005.93848 [1622] validation_0-mae:3918.34351 validation_1-mae:6005.87647 [1623] validation_0-mae:3917.83423 validation_1-mae:6005.91113 [1624] validation_0-mae:3917.08447 validation_1-mae:6006.21484 [1625] validation_0-mae:3916.24829 validation_1-mae:6006.09131 [1626] validation_0-mae:3915.34497 validation_1-mae:6005.77832 [1627] validation_0-mae:3914.51709 validation_1-mae:6005.75635 [1628] validation_0-mae:3914.02710 validation_1-mae:6006.07520 [1629] validation_0-mae:3913.68286 validation_1-mae:6006.14160 [1630] validation_0-mae:3913.21118 validation_1-mae:6006.17285 [1631] validation_0-mae:3912.58984 validation_1-mae:6005.74756 [1632] validation_0-mae:3911.57935 validation_1-mae:6005.90088 [1633] validation_0-mae:3911.12231 validation_1-mae:6005.95361 [1634] validation_0-mae:3910.72681 validation_1-mae:6006.17041 [1635] validation_0-mae:3910.10376 validation_1-mae:6006.49512 [1636] validation_0-mae:3908.90088 validation_1-mae:6006.19873 [1637] validation_0-mae:3908.19116 validation_1-mae:6006.21728 [1638] validation_0-mae:3907.38916 validation_1-mae:6006.59424 [1639] validation_0-mae:3906.48389 validation_1-mae:6006.54834 [1640] validation_0-mae:3905.87964 validation_1-mae:6006.61768 [1641] validation_0-mae:3904.67236 validation_1-mae:6006.67285 [1642] validation_0-mae:3903.74170 validation_1-mae:6006.75244 [1643] validation_0-mae:3903.18091 validation_1-mae:6006.65039 [1644] validation_0-mae:3902.57886 validation_1-mae:6006.73779 [1645] validation_0-mae:3901.79272 validation_1-mae:6006.75732 [1646] validation_0-mae:3901.19580 validation_1-mae:6006.60791 [1647] validation_0-mae:3900.64478 validation_1-mae:6006.70508 [1648] validation_0-mae:3899.95825 validation_1-mae:6006.38867 [1649] validation_0-mae:3899.72412 validation_1-mae:6006.22852 [1650] validation_0-mae:3899.29663 validation_1-mae:6006.05762 [1651] validation_0-mae:3898.10400 validation_1-mae:6006.12305 [1652] validation_0-mae:3897.12598 validation_1-mae:6005.78760 [1653] validation_0-mae:3896.38721 validation_1-mae:6005.68311 [1654] validation_0-mae:3896.17432 validation_1-mae:6005.63037 [1655] validation_0-mae:3895.89819 validation_1-mae:6005.60938 [1656] validation_0-mae:3895.75781 validation_1-mae:6005.52344 [1657] validation_0-mae:3895.24756 validation_1-mae:6005.28955 [1658] validation_0-mae:3894.30884 validation_1-mae:6005.31152 [1659] validation_0-mae:3893.98267 validation_1-mae:6005.71484 [1660] validation_0-mae:3893.42651 validation_1-mae:6006.09766 [1661] validation_0-mae:3892.08887 validation_1-mae:6005.91357 [1662] validation_0-mae:3891.30908 validation_1-mae:6005.84619 [1663] validation_0-mae:3890.67481 validation_1-mae:6006.21387 [1664] validation_0-mae:3889.83936 validation_1-mae:6006.24805 [1665] validation_0-mae:3889.25855 validation_1-mae:6006.33301 [1666] validation_0-mae:3889.21265 validation_1-mae:6006.32861 [1667] validation_0-mae:3888.70850 validation_1-mae:6006.26172 [1668] validation_0-mae:3887.58594 validation_1-mae:6006.59522 [1669] validation_0-mae:3886.99927 validation_1-mae:6006.45996 [1670] validation_0-mae:3885.95435 validation_1-mae:6006.26465 [1671] validation_0-mae:3885.34424 validation_1-mae:6006.23926 [1672] validation_0-mae:3884.49292 validation_1-mae:6006.44629 [1673] validation_0-mae:3883.92993 validation_1-mae:6006.69531 [1674] validation_0-mae:3883.38843 validation_1-mae:6006.73340 [1675] validation_0-mae:3883.28857 validation_1-mae:6006.69971 [1676] validation_0-mae:3882.65723 validation_1-mae:6006.87305 [1677] validation_0-mae:3882.05884 validation_1-mae:6006.59424 [1678] validation_0-mae:3881.97461 validation_1-mae:6006.61670 [1679] validation_0-mae:3881.58716 validation_1-mae:6006.59814 [1680] validation_0-mae:3880.70337 validation_1-mae:6006.73682 [1681] validation_0-mae:3879.54956 validation_1-mae:6006.48730 [1682] validation_0-mae:3878.98926 validation_1-mae:6006.52344 [1683] validation_0-mae:3878.83984 validation_1-mae:6006.61768 [1684] validation_0-mae:3878.39526 validation_1-mae:6006.58203 [1685] validation_0-mae:3877.88428 validation_1-mae:6006.82520 [1686] validation_0-mae:3877.25122 validation_1-mae:6006.91406 [1687] validation_0-mae:3876.78296 validation_1-mae:6006.95557 [1688] validation_0-mae:3876.10938 validation_1-mae:6007.11328 [1689] validation_0-mae:3875.27270 validation_1-mae:6007.07715 [1690] validation_0-mae:3874.33960 validation_1-mae:6006.64258 [1691] validation_0-mae:3873.32861 validation_1-mae:6006.55908 [1692] validation_0-mae:3872.08081 validation_1-mae:6006.46728 [1693] validation_0-mae:3871.48169 validation_1-mae:6006.67969 [1694] validation_0-mae:3870.91870 validation_1-mae:6006.62891 [1695] validation_0-mae:3870.14356 validation_1-mae:6006.73877 [1696] validation_0-mae:3869.60693 validation_1-mae:6007.09180 [1697] validation_0-mae:3869.29565 validation_1-mae:6007.22852 [1698] validation_0-mae:3867.83228 validation_1-mae:6006.58301 [1699] validation_0-mae:3866.76172 validation_1-mae:6006.88525 Dropping: fab [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.80371 validation_1-mae:9622.95019 [14] validation_0-mae:9418.69336 validation_1-mae:9232.30078 [15] validation_0-mae:9084.21289 validation_1-mae:8904.87988 [16] validation_0-mae:8802.56641 validation_1-mae:8633.47754 [17] validation_0-mae:8567.59277 validation_1-mae:8407.86523 [18] validation_0-mae:8374.69629 validation_1-mae:8219.55859 [19] validation_0-mae:8212.52734 validation_1-mae:8065.69775 [20] validation_0-mae:8070.86719 validation_1-mae:7941.07178 [21] validation_0-mae:7947.77051 validation_1-mae:7833.37158 [22] validation_0-mae:7849.09668 validation_1-mae:7743.82471 [23] validation_0-mae:7765.13428 validation_1-mae:7672.24902 [24] validation_0-mae:7681.85889 validation_1-mae:7596.39209 [25] validation_0-mae:7610.23633 validation_1-mae:7535.25977 [26] validation_0-mae:7554.63428 validation_1-mae:7488.39111 [27] validation_0-mae:7495.78711 validation_1-mae:7436.64551 [28] validation_0-mae:7441.54932 validation_1-mae:7388.79346 [29] validation_0-mae:7395.34131 validation_1-mae:7346.60693 [30] validation_0-mae:7349.20068 validation_1-mae:7307.25147 [31] validation_0-mae:7319.40527 validation_1-mae:7287.39893 [32] validation_0-mae:7289.57812 validation_1-mae:7266.23438 [33] validation_0-mae:7252.77490 validation_1-mae:7237.36670 [34] validation_0-mae:7224.10498 validation_1-mae:7217.70605 [35] validation_0-mae:7201.51953 validation_1-mae:7202.95801 [36] validation_0-mae:7179.70117 validation_1-mae:7192.69873 [37] validation_0-mae:7151.38184 validation_1-mae:7168.58691 [38] validation_0-mae:7135.16455 validation_1-mae:7158.64453 [39] validation_0-mae:7117.34326 validation_1-mae:7148.87939 [40] validation_0-mae:7097.95410 validation_1-mae:7137.71826 [41] validation_0-mae:7078.20361 validation_1-mae:7125.49463 [42] validation_0-mae:7056.48877 validation_1-mae:7106.71240 [43] validation_0-mae:7034.45654 validation_1-mae:7089.22900 [44] validation_0-mae:7022.65039 validation_1-mae:7078.64551 [45] validation_0-mae:7007.58887 validation_1-mae:7071.95117 [46] validation_0-mae:6985.65039 validation_1-mae:7057.29590 [47] validation_0-mae:6974.83496 validation_1-mae:7051.55078 [48] validation_0-mae:6955.41455 validation_1-mae:7036.85059 [49] validation_0-mae:6938.90234 validation_1-mae:7026.34326 [50] validation_0-mae:6921.91357 validation_1-mae:7014.17041 [51] validation_0-mae:6904.82373 validation_1-mae:7003.88281 [52] validation_0-mae:6895.55225 validation_1-mae:6997.65186 [53] validation_0-mae:6874.67188 validation_1-mae:6979.48145 [54] validation_0-mae:6858.08008 validation_1-mae:6964.91797 [55] validation_0-mae:6847.69678 validation_1-mae:6958.73486 [56] validation_0-mae:6835.46338 validation_1-mae:6949.35645 [57] validation_0-mae:6822.11670 validation_1-mae:6940.52393 [58] validation_0-mae:6800.59277 validation_1-mae:6924.27100 [59] validation_0-mae:6787.08105 validation_1-mae:6914.66650 [60] validation_0-mae:6777.77197 validation_1-mae:6906.99219 [61] validation_0-mae:6763.11328 validation_1-mae:6893.19238 [62] validation_0-mae:6753.46875 validation_1-mae:6886.81445 [63] validation_0-mae:6742.63379 validation_1-mae:6880.45947 [64] validation_0-mae:6722.04199 validation_1-mae:6861.85791 [65] validation_0-mae:6709.59961 validation_1-mae:6851.27246 [66] validation_0-mae:6700.49365 validation_1-mae:6844.27393 [67] validation_0-mae:6691.65918 validation_1-mae:6839.62744 [68] validation_0-mae:6683.47754 validation_1-mae:6835.96875 [69] validation_0-mae:6672.99121 validation_1-mae:6832.64209 [70] validation_0-mae:6661.38135 validation_1-mae:6822.76221 [71] validation_0-mae:6648.10938 validation_1-mae:6811.27002 [72] validation_0-mae:6637.31103 validation_1-mae:6805.24414 [73] validation_0-mae:6627.10059 validation_1-mae:6796.67285 [74] validation_0-mae:6619.19580 validation_1-mae:6792.11670 [75] validation_0-mae:6607.68652 validation_1-mae:6782.72217 [76] validation_0-mae:6600.18311 validation_1-mae:6776.77832 [77] validation_0-mae:6592.56787 validation_1-mae:6773.17725 [78] validation_0-mae:6584.25537 validation_1-mae:6766.35205 [79] validation_0-mae:6573.26660 validation_1-mae:6759.30127 [80] validation_0-mae:6564.71728 validation_1-mae:6753.44287 [81] validation_0-mae:6555.36523 validation_1-mae:6744.88184 [82] validation_0-mae:6540.65869 validation_1-mae:6732.86670 [83] validation_0-mae:6531.58008 validation_1-mae:6726.10547 [84] validation_0-mae:6522.48584 validation_1-mae:6718.87891 [85] validation_0-mae:6514.21826 validation_1-mae:6714.20312 [86] validation_0-mae:6505.44922 validation_1-mae:6711.90039 [87] validation_0-mae:6498.80713 validation_1-mae:6705.64551 [88] validation_0-mae:6494.00000 validation_1-mae:6704.13965 [89] validation_0-mae:6486.80078 validation_1-mae:6699.89014 [90] validation_0-mae:6479.32568 validation_1-mae:6694.00488 [91] validation_0-mae:6473.55029 validation_1-mae:6690.99609 [92] validation_0-mae:6465.42432 validation_1-mae:6684.75977 [93] validation_0-mae:6460.00098 validation_1-mae:6679.80127 [94] validation_0-mae:6453.40332 validation_1-mae:6674.19434 [95] validation_0-mae:6445.27686 validation_1-mae:6669.43457 [96] validation_0-mae:6433.97461 validation_1-mae:6660.81494 [97] validation_0-mae:6425.66846 validation_1-mae:6655.04834 [98] validation_0-mae:6419.89404 validation_1-mae:6649.66895 [99] validation_0-mae:6412.60156 validation_1-mae:6644.52148 [100] validation_0-mae:6407.32910 validation_1-mae:6642.45801 [101] validation_0-mae:6401.86279 validation_1-mae:6638.68750 [102] validation_0-mae:6393.53174 validation_1-mae:6631.71045 [103] validation_0-mae:6387.07373 validation_1-mae:6627.71582 [104] validation_0-mae:6375.89648 validation_1-mae:6623.45850 [105] validation_0-mae:6372.75488 validation_1-mae:6620.75098 [106] validation_0-mae:6363.92969 validation_1-mae:6612.90576 [107] validation_0-mae:6355.95459 validation_1-mae:6607.79443 [108] validation_0-mae:6350.95996 validation_1-mae:6606.31348 [109] validation_0-mae:6349.21484 validation_1-mae:6605.16797 [110] validation_0-mae:6342.80908 validation_1-mae:6600.19775 [111] validation_0-mae:6336.29443 validation_1-mae:6596.45898 [112] validation_0-mae:6329.43994 validation_1-mae:6592.90381 [113] validation_0-mae:6323.74658 validation_1-mae:6590.37061 [114] validation_0-mae:6316.07861 validation_1-mae:6585.51611 [115] validation_0-mae:6314.18945 validation_1-mae:6584.66650 [116] validation_0-mae:6306.44385 validation_1-mae:6579.50830 [117] validation_0-mae:6301.30957 validation_1-mae:6576.26123 [118] validation_0-mae:6297.10059 validation_1-mae:6572.89453 [119] validation_0-mae:6293.28125 validation_1-mae:6569.49609 [120] validation_0-mae:6288.82910 validation_1-mae:6567.69482 [121] validation_0-mae:6283.75830 validation_1-mae:6563.97217 [122] validation_0-mae:6281.33203 validation_1-mae:6563.18994 [123] validation_0-mae:6276.76514 validation_1-mae:6561.02344 [124] validation_0-mae:6270.10352 validation_1-mae:6558.87158 [125] validation_0-mae:6264.50000 validation_1-mae:6554.41846 [126] validation_0-mae:6260.12061 validation_1-mae:6551.05957 [127] validation_0-mae:6251.98291 validation_1-mae:6547.41406 [128] validation_0-mae:6249.12793 validation_1-mae:6545.49316 [129] validation_0-mae:6244.76709 validation_1-mae:6544.50293 [130] validation_0-mae:6235.45898 validation_1-mae:6537.57568 [131] validation_0-mae:6230.04199 validation_1-mae:6535.12305 [132] validation_0-mae:6226.70508 validation_1-mae:6533.35791 [133] validation_0-mae:6222.27441 validation_1-mae:6531.03760 [134] validation_0-mae:6218.94336 validation_1-mae:6527.95801 [135] validation_0-mae:6213.00244 validation_1-mae:6524.23242 [136] validation_0-mae:6206.52978 validation_1-mae:6519.76465 [137] validation_0-mae:6203.39111 validation_1-mae:6517.75391 [138] validation_0-mae:6197.35352 validation_1-mae:6514.94531 [139] validation_0-mae:6191.48584 validation_1-mae:6511.84766 [140] validation_0-mae:6184.43750 validation_1-mae:6508.63135 [141] validation_0-mae:6181.36133 validation_1-mae:6507.30127 [142] validation_0-mae:6178.01660 validation_1-mae:6506.49463 [143] validation_0-mae:6176.50586 validation_1-mae:6505.65625 [144] validation_0-mae:6171.74561 validation_1-mae:6504.29980 [145] validation_0-mae:6169.18115 validation_1-mae:6503.97266 [146] validation_0-mae:6162.15772 validation_1-mae:6499.15381 [147] validation_0-mae:6158.92773 validation_1-mae:6498.08887 [148] validation_0-mae:6152.45703 validation_1-mae:6494.32031 [149] validation_0-mae:6147.30469 validation_1-mae:6491.20801 [150] validation_0-mae:6144.18359 validation_1-mae:6489.59912 [151] validation_0-mae:6140.53369 validation_1-mae:6488.51660 [152] validation_0-mae:6136.14648 validation_1-mae:6484.59375 [153] validation_0-mae:6129.25147 validation_1-mae:6480.44336 [154] validation_0-mae:6124.77588 validation_1-mae:6480.73389 [155] validation_0-mae:6119.33154 validation_1-mae:6477.85693 [156] validation_0-mae:6115.63574 validation_1-mae:6474.86670 [157] validation_0-mae:6111.44531 validation_1-mae:6470.76953 [158] validation_0-mae:6109.80908 validation_1-mae:6469.39453 [159] validation_0-mae:6105.41211 validation_1-mae:6467.31592 [160] validation_0-mae:6097.96924 validation_1-mae:6463.49365 [161] validation_0-mae:6091.27051 validation_1-mae:6459.71728 [162] validation_0-mae:6086.82373 validation_1-mae:6456.42920 [163] validation_0-mae:6083.85938 validation_1-mae:6455.61768 [164] validation_0-mae:6080.58496 validation_1-mae:6454.15527 [165] validation_0-mae:6077.93555 validation_1-mae:6452.90576 [166] validation_0-mae:6074.21777 validation_1-mae:6451.73730 [167] validation_0-mae:6068.70654 validation_1-mae:6449.11279 [168] validation_0-mae:6065.53711 validation_1-mae:6448.41357 [169] validation_0-mae:6063.98730 validation_1-mae:6448.04492 [170] validation_0-mae:6061.39990 validation_1-mae:6447.09180 [171] validation_0-mae:6058.75732 validation_1-mae:6446.85596 [172] validation_0-mae:6055.16357 validation_1-mae:6444.88721 [173] validation_0-mae:6052.83594 validation_1-mae:6443.84131 [174] validation_0-mae:6048.22022 validation_1-mae:6440.33838 [175] validation_0-mae:6044.04248 validation_1-mae:6438.45996 [176] validation_0-mae:6041.07666 validation_1-mae:6437.99853 [177] validation_0-mae:6036.33887 validation_1-mae:6435.87305 [178] validation_0-mae:6033.52148 validation_1-mae:6436.42432 [179] validation_0-mae:6029.32666 validation_1-mae:6433.66064 [180] validation_0-mae:6024.63623 validation_1-mae:6431.19043 [181] validation_0-mae:6023.59033 validation_1-mae:6431.13525 [182] validation_0-mae:6020.73682 validation_1-mae:6429.67871 [183] validation_0-mae:6015.96631 validation_1-mae:6428.14941 [184] validation_0-mae:6009.15430 validation_1-mae:6423.93115 [185] validation_0-mae:6003.53369 validation_1-mae:6420.01416 [186] validation_0-mae:6000.48779 validation_1-mae:6418.77881 [187] validation_0-mae:5998.98633 validation_1-mae:6419.16553 [188] validation_0-mae:5996.79492 validation_1-mae:6418.40576 [189] validation_0-mae:5991.68652 validation_1-mae:6417.14697 [190] validation_0-mae:5989.30859 validation_1-mae:6416.87793 [191] validation_0-mae:5986.12549 validation_1-mae:6415.90869 [192] validation_0-mae:5982.32275 validation_1-mae:6413.90723 [193] validation_0-mae:5979.98682 validation_1-mae:6413.50195 [194] validation_0-mae:5976.17285 validation_1-mae:6411.82227 [195] validation_0-mae:5974.04199 validation_1-mae:6410.42725 [196] validation_0-mae:5972.03564 validation_1-mae:6409.56982 [197] validation_0-mae:5969.53662 validation_1-mae:6408.44287 [198] validation_0-mae:5966.82422 validation_1-mae:6406.73047 [199] validation_0-mae:5963.87109 validation_1-mae:6404.66504 [200] validation_0-mae:5959.38330 validation_1-mae:6405.25635 [201] validation_0-mae:5955.21484 validation_1-mae:6403.10889 [202] validation_0-mae:5951.52246 validation_1-mae:6401.32715 [203] validation_0-mae:5946.17969 validation_1-mae:6400.43213 [204] validation_0-mae:5944.03906 validation_1-mae:6398.91309 [205] validation_0-mae:5940.98145 validation_1-mae:6397.40625 [206] validation_0-mae:5936.69629 validation_1-mae:6395.61230 [207] validation_0-mae:5934.00586 validation_1-mae:6395.13037 [208] validation_0-mae:5932.60742 validation_1-mae:6394.19873 [209] validation_0-mae:5929.61914 validation_1-mae:6391.94873 [210] validation_0-mae:5927.22607 validation_1-mae:6390.80176 [211] validation_0-mae:5924.43018 validation_1-mae:6391.05664 [212] validation_0-mae:5919.92920 validation_1-mae:6388.43799 [213] validation_0-mae:5918.08398 validation_1-mae:6388.12061 [214] validation_0-mae:5916.20312 validation_1-mae:6387.39404 [215] validation_0-mae:5915.50000 validation_1-mae:6387.50635 [216] validation_0-mae:5912.23926 validation_1-mae:6385.27930 [217] validation_0-mae:5904.04004 validation_1-mae:6379.30225 [218] validation_0-mae:5901.63916 validation_1-mae:6378.14062 [219] validation_0-mae:5898.61719 validation_1-mae:6376.95996 [220] validation_0-mae:5897.24268 validation_1-mae:6376.63721 [221] validation_0-mae:5893.28760 validation_1-mae:6375.77393 [222] validation_0-mae:5887.79736 validation_1-mae:6372.42822 [223] validation_0-mae:5885.79150 validation_1-mae:6371.63574 [224] validation_0-mae:5884.71387 validation_1-mae:6371.02148 [225] validation_0-mae:5882.26758 validation_1-mae:6371.55127 [226] validation_0-mae:5880.76758 validation_1-mae:6370.75879 [227] validation_0-mae:5879.42822 validation_1-mae:6370.44482 [228] validation_0-mae:5875.98779 validation_1-mae:6371.02490 [229] validation_0-mae:5870.91943 validation_1-mae:6366.37158 [230] validation_0-mae:5868.22412 validation_1-mae:6366.11621 [231] validation_0-mae:5865.95361 validation_1-mae:6365.68994 [232] validation_0-mae:5862.92676 validation_1-mae:6364.24365 [233] validation_0-mae:5861.11230 validation_1-mae:6363.27539 [234] validation_0-mae:5856.62695 validation_1-mae:6362.12256 [235] validation_0-mae:5855.32324 validation_1-mae:6362.34082 [236] validation_0-mae:5851.53516 validation_1-mae:6363.07129 [237] validation_0-mae:5848.84375 validation_1-mae:6362.73779 [238] validation_0-mae:5844.59277 validation_1-mae:6358.79492 [239] validation_0-mae:5841.85889 validation_1-mae:6357.63330 [240] validation_0-mae:5839.26416 validation_1-mae:6357.26123 [241] validation_0-mae:5837.59717 validation_1-mae:6356.95654 [242] validation_0-mae:5834.48340 validation_1-mae:6356.96582 [243] validation_0-mae:5832.12109 validation_1-mae:6355.75391 [244] validation_0-mae:5829.72607 validation_1-mae:6355.36523 [245] validation_0-mae:5826.47119 validation_1-mae:6354.03906 [246] validation_0-mae:5823.83887 validation_1-mae:6353.10205 [247] validation_0-mae:5819.12744 validation_1-mae:6350.45361 [248] validation_0-mae:5818.27197 validation_1-mae:6350.53516 [249] validation_0-mae:5816.91650 validation_1-mae:6349.71191 [250] validation_0-mae:5815.16504 validation_1-mae:6348.95312 [251] validation_0-mae:5814.44385 validation_1-mae:6348.71777 [252] validation_0-mae:5811.75684 validation_1-mae:6348.57129 [253] validation_0-mae:5805.02100 validation_1-mae:6343.93701 [254] validation_0-mae:5803.01855 validation_1-mae:6343.60205 [255] validation_0-mae:5799.83887 validation_1-mae:6342.01807 [256] validation_0-mae:5797.43359 validation_1-mae:6341.68799 [257] validation_0-mae:5795.48584 validation_1-mae:6340.58887 [258] validation_0-mae:5791.39062 validation_1-mae:6338.47412 [259] validation_0-mae:5790.25928 validation_1-mae:6337.92139 [260] validation_0-mae:5786.40869 validation_1-mae:6334.69336 [261] validation_0-mae:5785.05518 validation_1-mae:6333.90478 [262] validation_0-mae:5783.71680 validation_1-mae:6333.27539 [263] validation_0-mae:5782.16943 validation_1-mae:6332.92139 [264] validation_0-mae:5780.89795 validation_1-mae:6333.32373 [265] validation_0-mae:5777.61670 validation_1-mae:6332.17236 [266] validation_0-mae:5776.56787 validation_1-mae:6331.73633 [267] validation_0-mae:5775.53564 validation_1-mae:6331.90234 [268] validation_0-mae:5771.50293 validation_1-mae:6329.59326 [269] validation_0-mae:5767.15820 validation_1-mae:6327.88525 [270] validation_0-mae:5764.46631 validation_1-mae:6326.39990 [271] validation_0-mae:5761.88672 validation_1-mae:6325.72168 [272] validation_0-mae:5759.62598 validation_1-mae:6325.67676 [273] validation_0-mae:5754.98291 validation_1-mae:6323.59961 [274] validation_0-mae:5750.20215 validation_1-mae:6321.39990 [275] validation_0-mae:5748.61719 validation_1-mae:6320.87012 [276] validation_0-mae:5745.11328 validation_1-mae:6318.20605 [277] validation_0-mae:5740.96631 validation_1-mae:6316.67090 [278] validation_0-mae:5740.36328 validation_1-mae:6316.62353 [279] validation_0-mae:5734.86426 validation_1-mae:6313.93652 [280] validation_0-mae:5732.14160 validation_1-mae:6312.28564 [281] validation_0-mae:5731.10498 validation_1-mae:6312.21826 [282] validation_0-mae:5726.49658 validation_1-mae:6310.52588 [283] validation_0-mae:5721.95264 validation_1-mae:6309.21631 [284] validation_0-mae:5720.41162 validation_1-mae:6308.69336 [285] validation_0-mae:5717.25049 validation_1-mae:6308.13770 [286] validation_0-mae:5714.80371 validation_1-mae:6308.36377 [287] validation_0-mae:5707.27832 validation_1-mae:6304.27734 [288] validation_0-mae:5704.56299 validation_1-mae:6303.03906 [289] validation_0-mae:5702.82861 validation_1-mae:6302.47168 [290] validation_0-mae:5701.22900 validation_1-mae:6301.48779 [291] validation_0-mae:5699.73340 validation_1-mae:6300.63184 [292] validation_0-mae:5696.49951 validation_1-mae:6299.16553 [293] validation_0-mae:5690.86426 validation_1-mae:6297.48438 [294] validation_0-mae:5686.84473 validation_1-mae:6295.81494 [295] validation_0-mae:5684.04639 validation_1-mae:6295.19238 [296] validation_0-mae:5680.45459 validation_1-mae:6293.53662 [297] validation_0-mae:5679.32666 validation_1-mae:6292.55469 [298] validation_0-mae:5677.43603 validation_1-mae:6290.88867 [299] validation_0-mae:5675.29248 validation_1-mae:6289.85010 [300] validation_0-mae:5671.87598 validation_1-mae:6288.30371 [301] validation_0-mae:5669.91699 validation_1-mae:6289.11816 [302] validation_0-mae:5664.33789 validation_1-mae:6287.14648 [303] validation_0-mae:5659.05957 validation_1-mae:6284.31250 [304] validation_0-mae:5654.27197 validation_1-mae:6281.69922 [305] validation_0-mae:5651.61572 validation_1-mae:6281.27588 [306] validation_0-mae:5647.32471 validation_1-mae:6278.81592 [307] validation_0-mae:5645.24512 validation_1-mae:6277.23096 [308] validation_0-mae:5642.55029 validation_1-mae:6276.40820 [309] validation_0-mae:5638.29395 validation_1-mae:6273.70020 [310] validation_0-mae:5633.99609 validation_1-mae:6271.04590 [311] validation_0-mae:5633.02100 validation_1-mae:6271.16016 [312] validation_0-mae:5630.07861 validation_1-mae:6270.04346 [313] validation_0-mae:5629.10938 validation_1-mae:6270.03272 [314] validation_0-mae:5627.51904 validation_1-mae:6270.15186 [315] validation_0-mae:5624.97217 validation_1-mae:6270.26562 [316] validation_0-mae:5623.45166 validation_1-mae:6269.80908 [317] validation_0-mae:5620.98193 validation_1-mae:6269.72705 [318] validation_0-mae:5616.45898 validation_1-mae:6266.88086 [319] validation_0-mae:5614.12158 validation_1-mae:6266.20117 [320] validation_0-mae:5611.23340 validation_1-mae:6263.57666 [321] validation_0-mae:5609.67236 validation_1-mae:6262.64697 [322] validation_0-mae:5607.72754 validation_1-mae:6261.73242 [323] validation_0-mae:5602.96045 validation_1-mae:6258.38330 [324] validation_0-mae:5602.18799 validation_1-mae:6257.95312 [325] validation_0-mae:5599.76025 validation_1-mae:6257.32471 [326] validation_0-mae:5596.23975 validation_1-mae:6255.82080 [327] validation_0-mae:5593.44434 validation_1-mae:6255.71045 [328] validation_0-mae:5592.63867 validation_1-mae:6255.31592 [329] validation_0-mae:5590.87305 validation_1-mae:6254.41895 [330] validation_0-mae:5587.96338 validation_1-mae:6253.16357 [331] validation_0-mae:5582.23291 validation_1-mae:6249.69141 [332] validation_0-mae:5579.73096 validation_1-mae:6249.21045 [333] validation_0-mae:5574.40430 validation_1-mae:6246.79932 [334] validation_0-mae:5572.53857 validation_1-mae:6245.59473 [335] validation_0-mae:5569.88379 validation_1-mae:6244.39648 [336] validation_0-mae:5568.46094 validation_1-mae:6244.59277 [337] validation_0-mae:5565.77100 validation_1-mae:6243.64844 [338] validation_0-mae:5563.94678 validation_1-mae:6243.03369 [339] validation_0-mae:5561.91064 validation_1-mae:6242.60840 [340] validation_0-mae:5559.83838 validation_1-mae:6241.52637 [341] validation_0-mae:5558.90772 validation_1-mae:6241.12549 [342] validation_0-mae:5556.59570 validation_1-mae:6240.33496 [343] validation_0-mae:5554.62598 validation_1-mae:6240.89062 [344] validation_0-mae:5551.60498 validation_1-mae:6240.25732 [345] validation_0-mae:5551.13916 validation_1-mae:6240.62549 [346] validation_0-mae:5549.08398 validation_1-mae:6240.65332 [347] validation_0-mae:5546.82129 validation_1-mae:6240.39062 [348] validation_0-mae:5546.15967 validation_1-mae:6240.72217 [349] validation_0-mae:5544.73828 validation_1-mae:6239.68994 [350] validation_0-mae:5542.99658 validation_1-mae:6239.44629 [351] validation_0-mae:5542.66016 validation_1-mae:6239.69287 [352] validation_0-mae:5541.55762 validation_1-mae:6239.65088 [353] validation_0-mae:5539.58203 validation_1-mae:6238.64648 [354] validation_0-mae:5536.58057 validation_1-mae:6238.53223 [355] validation_0-mae:5531.62402 validation_1-mae:6236.27148 [356] validation_0-mae:5528.08008 validation_1-mae:6235.73535 [357] validation_0-mae:5524.06543 validation_1-mae:6234.07422 [358] validation_0-mae:5522.81055 validation_1-mae:6233.27197 [359] validation_0-mae:5521.18066 validation_1-mae:6232.92090 [360] validation_0-mae:5519.64844 validation_1-mae:6233.04053 [361] validation_0-mae:5518.98096 validation_1-mae:6233.52295 [362] validation_0-mae:5517.07227 validation_1-mae:6233.05518 [363] validation_0-mae:5514.64062 validation_1-mae:6231.32324 [364] validation_0-mae:5509.70703 validation_1-mae:6229.81641 [365] validation_0-mae:5507.86279 validation_1-mae:6229.79053 [366] validation_0-mae:5506.51465 validation_1-mae:6229.38281 [367] validation_0-mae:5505.09619 validation_1-mae:6229.22803 [368] validation_0-mae:5503.82520 validation_1-mae:6228.56934 [369] validation_0-mae:5501.11230 validation_1-mae:6227.08545 [370] validation_0-mae:5498.08545 validation_1-mae:6225.20654 [371] validation_0-mae:5495.65674 validation_1-mae:6223.57471 [372] validation_0-mae:5492.64893 validation_1-mae:6222.81885 [373] validation_0-mae:5490.73779 validation_1-mae:6222.81250 [374] validation_0-mae:5486.51904 validation_1-mae:6220.42285 [375] validation_0-mae:5483.92285 validation_1-mae:6219.43799 [376] validation_0-mae:5481.94971 validation_1-mae:6218.51709 [377] validation_0-mae:5480.00781 validation_1-mae:6216.63770 [378] validation_0-mae:5479.27295 validation_1-mae:6216.40625 [379] validation_0-mae:5479.06934 validation_1-mae:6216.50635 [380] validation_0-mae:5477.90137 validation_1-mae:6216.97900 [381] validation_0-mae:5476.49316 validation_1-mae:6216.67383 [382] validation_0-mae:5474.82471 validation_1-mae:6216.13232 [383] validation_0-mae:5473.86377 validation_1-mae:6216.28125 [384] validation_0-mae:5472.81152 validation_1-mae:6216.28076 [385] validation_0-mae:5467.82715 validation_1-mae:6214.49268 [386] validation_0-mae:5467.60205 validation_1-mae:6214.63281 [387] validation_0-mae:5466.25439 validation_1-mae:6214.47705 [388] validation_0-mae:5465.91602 validation_1-mae:6214.74414 [389] validation_0-mae:5463.28857 validation_1-mae:6213.12549 [390] validation_0-mae:5462.17773 validation_1-mae:6212.50684 [391] validation_0-mae:5460.33691 validation_1-mae:6211.66504 [392] validation_0-mae:5459.33789 validation_1-mae:6211.50342 [393] validation_0-mae:5456.97900 validation_1-mae:6211.09766 [394] validation_0-mae:5455.85059 validation_1-mae:6210.34082 [395] validation_0-mae:5451.20068 validation_1-mae:6208.53613 [396] validation_0-mae:5448.67383 validation_1-mae:6208.40869 [397] validation_0-mae:5444.69482 validation_1-mae:6206.67529 [398] validation_0-mae:5442.91553 validation_1-mae:6206.20166 [399] validation_0-mae:5441.03516 validation_1-mae:6205.34766 [400] validation_0-mae:5439.24072 validation_1-mae:6205.46045 [401] validation_0-mae:5438.76318 validation_1-mae:6205.70801 [402] validation_0-mae:5437.60498 validation_1-mae:6205.48193 [403] validation_0-mae:5436.09570 validation_1-mae:6205.40625 [404] validation_0-mae:5432.69629 validation_1-mae:6203.63574 [405] validation_0-mae:5428.91797 validation_1-mae:6203.32764 [406] validation_0-mae:5426.90137 validation_1-mae:6202.70850 [407] validation_0-mae:5423.56543 validation_1-mae:6202.34375 [408] validation_0-mae:5418.57715 validation_1-mae:6200.07324 [409] validation_0-mae:5414.40430 validation_1-mae:6198.99658 [410] validation_0-mae:5409.92627 validation_1-mae:6198.29346 [411] validation_0-mae:5407.05176 validation_1-mae:6197.87451 [412] validation_0-mae:5405.33008 validation_1-mae:6198.12158 [413] validation_0-mae:5404.09277 validation_1-mae:6198.17236 [414] validation_0-mae:5400.06982 validation_1-mae:6196.47168 [415] validation_0-mae:5399.23877 validation_1-mae:6196.49023 [416] validation_0-mae:5398.10352 validation_1-mae:6195.87012 [417] validation_0-mae:5396.12402 validation_1-mae:6196.17578 [418] validation_0-mae:5395.55957 validation_1-mae:6195.80566 [419] validation_0-mae:5394.06250 validation_1-mae:6195.69189 [420] validation_0-mae:5393.81299 validation_1-mae:6195.75488 [421] validation_0-mae:5391.36572 validation_1-mae:6195.32617 [422] validation_0-mae:5388.21826 validation_1-mae:6194.94727 [423] validation_0-mae:5385.44141 validation_1-mae:6193.67090 [424] validation_0-mae:5383.38184 validation_1-mae:6191.79834 [425] validation_0-mae:5381.69873 validation_1-mae:6191.00586 [426] validation_0-mae:5379.25781 validation_1-mae:6190.86719 [427] validation_0-mae:5378.23096 validation_1-mae:6191.14404 [428] validation_0-mae:5376.34814 validation_1-mae:6191.38770 [429] validation_0-mae:5373.63086 validation_1-mae:6191.04736 [430] validation_0-mae:5372.81494 validation_1-mae:6191.08496 [431] validation_0-mae:5371.86914 validation_1-mae:6190.79150 [432] validation_0-mae:5370.14795 validation_1-mae:6190.11816 [433] validation_0-mae:5366.79199 validation_1-mae:6189.45361 [434] validation_0-mae:5365.28223 validation_1-mae:6189.79248 [435] validation_0-mae:5362.76318 validation_1-mae:6188.99805 [436] validation_0-mae:5362.20215 validation_1-mae:6188.76074 [437] validation_0-mae:5360.40674 validation_1-mae:6188.73779 [438] validation_0-mae:5358.61768 validation_1-mae:6189.18213 [439] validation_0-mae:5355.48486 validation_1-mae:6186.72363 [440] validation_0-mae:5353.08252 validation_1-mae:6185.16553 [441] validation_0-mae:5351.39258 validation_1-mae:6185.41650 [442] validation_0-mae:5350.43897 validation_1-mae:6185.36670 [443] validation_0-mae:5348.78027 validation_1-mae:6184.91309 [444] validation_0-mae:5347.74023 validation_1-mae:6184.93164 [445] validation_0-mae:5345.80176 validation_1-mae:6183.92480 [446] validation_0-mae:5344.94678 validation_1-mae:6183.77686 [447] validation_0-mae:5344.11133 validation_1-mae:6183.92188 [448] validation_0-mae:5340.72363 validation_1-mae:6181.92725 [449] validation_0-mae:5336.94482 validation_1-mae:6181.00879 [450] validation_0-mae:5333.95410 validation_1-mae:6181.46728 [451] validation_0-mae:5330.59570 validation_1-mae:6179.26025 [452] validation_0-mae:5326.78320 validation_1-mae:6177.31641 [453] validation_0-mae:5322.89795 validation_1-mae:6175.65576 [454] validation_0-mae:5320.86084 validation_1-mae:6175.43799 [455] validation_0-mae:5318.12353 validation_1-mae:6174.68750 [456] validation_0-mae:5314.70410 validation_1-mae:6173.31397 [457] validation_0-mae:5311.23535 validation_1-mae:6171.60938 [458] validation_0-mae:5308.26660 validation_1-mae:6169.36279 [459] validation_0-mae:5306.70557 validation_1-mae:6169.39502 [460] validation_0-mae:5305.47656 validation_1-mae:6169.86670 [461] validation_0-mae:5303.79199 validation_1-mae:6169.56738 [462] validation_0-mae:5299.06885 validation_1-mae:6168.02344 [463] validation_0-mae:5297.53174 validation_1-mae:6167.61230 [464] validation_0-mae:5295.72022 validation_1-mae:6167.91895 [465] validation_0-mae:5292.68603 validation_1-mae:6167.74414 [466] validation_0-mae:5291.22559 validation_1-mae:6167.21240 [467] validation_0-mae:5288.20654 validation_1-mae:6164.89160 [468] validation_0-mae:5286.86670 validation_1-mae:6166.00732 [469] validation_0-mae:5285.59570 validation_1-mae:6165.94873 [470] validation_0-mae:5284.81201 validation_1-mae:6165.72510 [471] validation_0-mae:5283.16699 validation_1-mae:6165.51758 [472] validation_0-mae:5281.69043 validation_1-mae:6165.22656 [473] validation_0-mae:5280.94141 validation_1-mae:6165.12500 [474] validation_0-mae:5280.39014 validation_1-mae:6164.71436 [475] validation_0-mae:5278.12305 validation_1-mae:6164.07227 [476] validation_0-mae:5277.22412 validation_1-mae:6164.06689 [477] validation_0-mae:5275.85205 validation_1-mae:6164.45508 [478] validation_0-mae:5274.35596 validation_1-mae:6164.72705 [479] validation_0-mae:5273.07129 validation_1-mae:6164.66748 [480] validation_0-mae:5271.86182 validation_1-mae:6164.48145 [481] validation_0-mae:5270.54590 validation_1-mae:6164.40430 [482] validation_0-mae:5268.81982 validation_1-mae:6163.83398 [483] validation_0-mae:5267.37598 validation_1-mae:6163.56543 [484] validation_0-mae:5265.71728 validation_1-mae:6163.06494 [485] validation_0-mae:5265.66357 validation_1-mae:6163.07910 [486] validation_0-mae:5264.73389 validation_1-mae:6163.56445 [487] validation_0-mae:5264.13818 validation_1-mae:6163.58301 [488] validation_0-mae:5262.41357 validation_1-mae:6162.35889 [489] validation_0-mae:5261.37109 validation_1-mae:6162.54102 [490] validation_0-mae:5259.91357 validation_1-mae:6162.57373 [491] validation_0-mae:5258.03418 validation_1-mae:6163.39795 [492] validation_0-mae:5256.78662 validation_1-mae:6163.27783 [493] validation_0-mae:5255.39258 validation_1-mae:6163.16699 [494] validation_0-mae:5254.17822 validation_1-mae:6162.79883 [495] validation_0-mae:5253.66113 validation_1-mae:6163.00879 [496] validation_0-mae:5252.14746 validation_1-mae:6162.42432 [497] validation_0-mae:5250.84228 validation_1-mae:6161.29785 [498] validation_0-mae:5248.94385 validation_1-mae:6160.26807 [499] validation_0-mae:5245.53174 validation_1-mae:6159.61572 [500] validation_0-mae:5244.00244 validation_1-mae:6159.20459 [501] validation_0-mae:5240.76172 validation_1-mae:6157.85840 [502] validation_0-mae:5240.03369 validation_1-mae:6157.71387 [503] validation_0-mae:5236.52539 validation_1-mae:6156.92432 [504] validation_0-mae:5234.80615 validation_1-mae:6156.17529 [505] validation_0-mae:5234.43408 validation_1-mae:6155.92627 [506] validation_0-mae:5233.62744 validation_1-mae:6155.16211 [507] validation_0-mae:5232.59912 validation_1-mae:6154.72656 [508] validation_0-mae:5231.95020 validation_1-mae:6154.70557 [509] validation_0-mae:5229.77930 validation_1-mae:6154.53467 [510] validation_0-mae:5229.45215 validation_1-mae:6154.36279 [511] validation_0-mae:5228.49609 validation_1-mae:6154.10742 [512] validation_0-mae:5226.48975 validation_1-mae:6153.89062 [513] validation_0-mae:5223.17285 validation_1-mae:6153.43408 [514] validation_0-mae:5222.76025 validation_1-mae:6153.52832 [515] validation_0-mae:5222.54541 validation_1-mae:6153.53760 [516] validation_0-mae:5221.20557 validation_1-mae:6153.57812 [517] validation_0-mae:5219.88721 validation_1-mae:6152.49023 [518] validation_0-mae:5216.74268 validation_1-mae:6152.33740 [519] validation_0-mae:5215.68457 validation_1-mae:6152.29736 [520] validation_0-mae:5213.49365 validation_1-mae:6151.35400 [521] validation_0-mae:5211.67236 validation_1-mae:6150.71387 [522] validation_0-mae:5209.46533 validation_1-mae:6150.69336 [523] validation_0-mae:5207.24707 validation_1-mae:6150.18652 [524] validation_0-mae:5205.76465 validation_1-mae:6150.00732 [525] validation_0-mae:5203.30566 validation_1-mae:6148.54883 [526] validation_0-mae:5202.64502 validation_1-mae:6148.46289 [527] validation_0-mae:5200.18262 validation_1-mae:6146.97022 [528] validation_0-mae:5199.06152 validation_1-mae:6147.24756 [529] validation_0-mae:5197.71826 validation_1-mae:6147.35547 [530] validation_0-mae:5196.81201 validation_1-mae:6147.41748 [531] validation_0-mae:5195.30566 validation_1-mae:6147.39160 [532] validation_0-mae:5192.18603 validation_1-mae:6147.40820 [533] validation_0-mae:5190.15820 validation_1-mae:6145.57715 [534] validation_0-mae:5188.93555 validation_1-mae:6145.60742 [535] validation_0-mae:5188.23096 validation_1-mae:6145.83350 [536] validation_0-mae:5186.60596 validation_1-mae:6144.75000 [537] validation_0-mae:5186.25293 validation_1-mae:6144.78320 [538] validation_0-mae:5185.89648 validation_1-mae:6144.64502 [539] validation_0-mae:5185.09473 validation_1-mae:6145.12842 [540] validation_0-mae:5180.86670 validation_1-mae:6143.70898 [541] validation_0-mae:5176.69531 validation_1-mae:6140.73389 [542] validation_0-mae:5174.02978 validation_1-mae:6140.16016 [543] validation_0-mae:5172.89355 validation_1-mae:6139.54688 [544] validation_0-mae:5171.84619 validation_1-mae:6139.70752 [545] validation_0-mae:5169.37744 validation_1-mae:6139.88037 [546] validation_0-mae:5166.81934 validation_1-mae:6140.56201 [547] validation_0-mae:5164.08008 validation_1-mae:6140.81738 [548] validation_0-mae:5162.38867 validation_1-mae:6141.53467 [549] validation_0-mae:5159.50684 validation_1-mae:6140.80078 [550] validation_0-mae:5158.16260 validation_1-mae:6140.67090 [551] validation_0-mae:5157.64795 validation_1-mae:6140.44873 [552] validation_0-mae:5156.28516 validation_1-mae:6140.54639 [553] validation_0-mae:5154.47363 validation_1-mae:6140.39551 [554] validation_0-mae:5151.28418 validation_1-mae:6139.16406 [555] validation_0-mae:5148.74707 validation_1-mae:6138.74316 [556] validation_0-mae:5146.64258 validation_1-mae:6138.79688 [557] validation_0-mae:5144.85156 validation_1-mae:6138.75488 [558] validation_0-mae:5143.54883 validation_1-mae:6139.12744 [559] validation_0-mae:5142.37256 validation_1-mae:6138.91992 [560] validation_0-mae:5140.58691 validation_1-mae:6138.22461 [561] validation_0-mae:5139.78027 validation_1-mae:6138.20898 [562] validation_0-mae:5138.31397 validation_1-mae:6137.01123 [563] validation_0-mae:5137.89990 validation_1-mae:6136.74609 [564] validation_0-mae:5137.18018 validation_1-mae:6136.64453 [565] validation_0-mae:5136.29297 validation_1-mae:6136.33301 [566] validation_0-mae:5135.38867 validation_1-mae:6136.04443 [567] validation_0-mae:5134.46533 validation_1-mae:6135.82129 [568] validation_0-mae:5134.08447 validation_1-mae:6135.87695 [569] validation_0-mae:5130.86230 validation_1-mae:6134.38867 [570] validation_0-mae:5128.58057 validation_1-mae:6133.22705 [571] validation_0-mae:5128.01270 validation_1-mae:6133.60010 [572] validation_0-mae:5127.54297 validation_1-mae:6133.40625 [573] validation_0-mae:5124.34912 validation_1-mae:6132.14795 [574] validation_0-mae:5122.40674 validation_1-mae:6131.88770 [575] validation_0-mae:5121.91895 validation_1-mae:6131.78272 [576] validation_0-mae:5119.87647 validation_1-mae:6131.38916 [577] validation_0-mae:5117.67969 validation_1-mae:6130.54932 [578] validation_0-mae:5115.10596 validation_1-mae:6129.59863 [579] validation_0-mae:5114.41553 validation_1-mae:6129.81201 [580] validation_0-mae:5112.38770 validation_1-mae:6128.92334 [581] validation_0-mae:5111.70020 validation_1-mae:6129.05273 [582] validation_0-mae:5110.50830 validation_1-mae:6129.34375 [583] validation_0-mae:5109.95117 validation_1-mae:6128.98779 [584] validation_0-mae:5108.88770 validation_1-mae:6128.99023 [585] validation_0-mae:5108.59473 validation_1-mae:6128.78320 [586] validation_0-mae:5108.09180 validation_1-mae:6128.86963 [587] validation_0-mae:5106.62402 validation_1-mae:6128.40918 [588] validation_0-mae:5106.31299 validation_1-mae:6128.83203 [589] validation_0-mae:5103.27100 validation_1-mae:6127.85889 [590] validation_0-mae:5101.64648 validation_1-mae:6127.73145 [591] validation_0-mae:5097.28711 validation_1-mae:6126.59814 [592] validation_0-mae:5093.60547 validation_1-mae:6124.32910 [593] validation_0-mae:5092.27978 validation_1-mae:6124.97559 [594] validation_0-mae:5089.36816 validation_1-mae:6124.34619 [595] validation_0-mae:5086.53809 validation_1-mae:6124.43603 [596] validation_0-mae:5084.56299 validation_1-mae:6123.71582 [597] validation_0-mae:5082.64209 validation_1-mae:6122.61572 [598] validation_0-mae:5081.54541 validation_1-mae:6122.21240 [599] validation_0-mae:5080.09424 validation_1-mae:6121.50439 [600] validation_0-mae:5078.60791 validation_1-mae:6121.06543 [601] validation_0-mae:5076.16895 validation_1-mae:6119.70508 [602] validation_0-mae:5074.61719 validation_1-mae:6119.16016 [603] validation_0-mae:5072.36475 validation_1-mae:6118.06201 [604] validation_0-mae:5070.54102 validation_1-mae:6117.98389 [605] validation_0-mae:5067.39551 validation_1-mae:6116.70068 [606] validation_0-mae:5064.01221 validation_1-mae:6116.91016 [607] validation_0-mae:5062.96728 validation_1-mae:6116.85840 [608] validation_0-mae:5061.50977 validation_1-mae:6116.62598 [609] validation_0-mae:5059.67773 validation_1-mae:6116.92676 [610] validation_0-mae:5058.90527 validation_1-mae:6117.34277 [611] validation_0-mae:5058.36914 validation_1-mae:6117.32275 [612] validation_0-mae:5057.06494 validation_1-mae:6117.06836 [613] validation_0-mae:5056.02539 validation_1-mae:6117.03711 [614] validation_0-mae:5055.98047 validation_1-mae:6117.34424 [615] validation_0-mae:5055.42871 validation_1-mae:6117.31641 [616] validation_0-mae:5054.53906 validation_1-mae:6117.03125 [617] validation_0-mae:5050.12061 validation_1-mae:6116.18457 [618] validation_0-mae:5048.18603 validation_1-mae:6115.62647 [619] validation_0-mae:5046.86816 validation_1-mae:6116.17139 [620] validation_0-mae:5044.84473 validation_1-mae:6116.83154 [621] validation_0-mae:5042.97314 validation_1-mae:6117.42480 [622] validation_0-mae:5041.48340 validation_1-mae:6116.91699 [623] validation_0-mae:5039.65478 validation_1-mae:6116.48340 [624] validation_0-mae:5038.19629 validation_1-mae:6115.91797 [625] validation_0-mae:5036.19043 validation_1-mae:6115.17529 [626] validation_0-mae:5034.07324 validation_1-mae:6114.23291 [627] validation_0-mae:5033.05127 validation_1-mae:6114.52002 [628] validation_0-mae:5031.63916 validation_1-mae:6114.55225 [629] validation_0-mae:5029.89307 validation_1-mae:6113.79492 [630] validation_0-mae:5027.77393 validation_1-mae:6113.67529 [631] validation_0-mae:5027.26465 validation_1-mae:6113.84326 [632] validation_0-mae:5026.21484 validation_1-mae:6113.90478 [633] validation_0-mae:5024.52148 validation_1-mae:6114.13037 [634] validation_0-mae:5023.63428 validation_1-mae:6114.25342 [635] validation_0-mae:5022.93750 validation_1-mae:6114.21387 [636] validation_0-mae:5022.58838 validation_1-mae:6114.12402 [637] validation_0-mae:5022.15820 validation_1-mae:6114.36084 [638] validation_0-mae:5021.25195 validation_1-mae:6114.25684 [639] validation_0-mae:5018.73877 validation_1-mae:6114.78418 [640] validation_0-mae:5016.80371 validation_1-mae:6114.36572 [641] validation_0-mae:5015.83301 validation_1-mae:6114.34033 [642] validation_0-mae:5015.45215 validation_1-mae:6114.10742 [643] validation_0-mae:5014.22217 validation_1-mae:6114.48291 [644] validation_0-mae:5010.57275 validation_1-mae:6112.76074 [645] validation_0-mae:5007.81689 validation_1-mae:6112.23682 [646] validation_0-mae:5006.29248 validation_1-mae:6111.95947 [647] validation_0-mae:5003.59131 validation_1-mae:6111.67285 [648] validation_0-mae:5001.51514 validation_1-mae:6111.99756 [649] validation_0-mae:4997.93555 validation_1-mae:6110.06152 [650] validation_0-mae:4995.73633 validation_1-mae:6111.75391 [651] validation_0-mae:4994.89502 validation_1-mae:6111.80469 [652] validation_0-mae:4993.37891 validation_1-mae:6110.76562 [653] validation_0-mae:4989.29346 validation_1-mae:6108.02295 [654] validation_0-mae:4987.73486 validation_1-mae:6107.64209 [655] validation_0-mae:4985.93457 validation_1-mae:6107.14502 [656] validation_0-mae:4983.12793 validation_1-mae:6107.46338 [657] validation_0-mae:4980.82324 validation_1-mae:6106.46875 [658] validation_0-mae:4979.50586 validation_1-mae:6106.86572 [659] validation_0-mae:4978.03223 validation_1-mae:6107.14209 [660] validation_0-mae:4975.99023 validation_1-mae:6106.86768 [661] validation_0-mae:4973.61426 validation_1-mae:6107.40625 [662] validation_0-mae:4972.35107 validation_1-mae:6107.67627 [663] validation_0-mae:4970.94873 validation_1-mae:6106.33008 [664] validation_0-mae:4967.74609 validation_1-mae:6104.98730 [665] validation_0-mae:4965.72022 validation_1-mae:6104.50244 [666] validation_0-mae:4962.95996 validation_1-mae:6104.47168 [667] validation_0-mae:4961.47510 validation_1-mae:6103.47461 [668] validation_0-mae:4959.42383 validation_1-mae:6102.99756 [669] validation_0-mae:4958.27783 validation_1-mae:6102.71484 [670] validation_0-mae:4956.74414 validation_1-mae:6102.75147 [671] validation_0-mae:4954.74072 validation_1-mae:6103.05518 [672] validation_0-mae:4953.62012 validation_1-mae:6102.46387 [673] validation_0-mae:4951.03174 validation_1-mae:6102.27490 [674] validation_0-mae:4948.87939 validation_1-mae:6101.02637 [675] validation_0-mae:4947.60156 validation_1-mae:6100.97510 [676] validation_0-mae:4944.07861 validation_1-mae:6100.66016 [677] validation_0-mae:4942.32666 validation_1-mae:6100.47070 [678] validation_0-mae:4940.88525 validation_1-mae:6100.52246 [679] validation_0-mae:4939.99023 validation_1-mae:6100.25830 [680] validation_0-mae:4939.14160 validation_1-mae:6100.52881 [681] validation_0-mae:4938.50000 validation_1-mae:6100.68506 [682] validation_0-mae:4935.76465 validation_1-mae:6099.01074 [683] validation_0-mae:4934.05811 validation_1-mae:6098.87451 [684] validation_0-mae:4932.23145 validation_1-mae:6098.74268 [685] validation_0-mae:4930.47607 validation_1-mae:6098.12451 [686] validation_0-mae:4930.28174 validation_1-mae:6098.27148 [687] validation_0-mae:4929.46631 validation_1-mae:6098.16406 [688] validation_0-mae:4927.14404 validation_1-mae:6098.43164 [689] validation_0-mae:4926.01709 validation_1-mae:6097.77441 [690] validation_0-mae:4924.71240 validation_1-mae:6097.02881 [691] validation_0-mae:4923.08203 validation_1-mae:6096.48291 [692] validation_0-mae:4921.51270 validation_1-mae:6096.01416 [693] validation_0-mae:4919.61768 validation_1-mae:6095.69385 [694] validation_0-mae:4917.45605 validation_1-mae:6095.06250 [695] validation_0-mae:4916.78418 validation_1-mae:6094.88623 [696] validation_0-mae:4914.06592 validation_1-mae:6094.39160 [697] validation_0-mae:4912.75391 validation_1-mae:6093.51318 [698] validation_0-mae:4910.07959 validation_1-mae:6092.36670 [699] validation_0-mae:4908.52441 validation_1-mae:6092.03662 [700] validation_0-mae:4907.39697 validation_1-mae:6091.65674 [701] validation_0-mae:4905.91260 validation_1-mae:6091.61377 [702] validation_0-mae:4904.69287 validation_1-mae:6091.90137 [703] validation_0-mae:4901.98340 validation_1-mae:6091.61523 [704] validation_0-mae:4901.20996 validation_1-mae:6091.58447 [705] validation_0-mae:4900.03418 validation_1-mae:6090.49561 [706] validation_0-mae:4896.99463 validation_1-mae:6089.74268 [707] validation_0-mae:4895.68066 validation_1-mae:6090.30811 [708] validation_0-mae:4894.09570 validation_1-mae:6089.63574 [709] validation_0-mae:4892.38574 validation_1-mae:6088.98193 [710] validation_0-mae:4890.93066 validation_1-mae:6088.24414 [711] validation_0-mae:4889.30322 validation_1-mae:6088.33203 [712] validation_0-mae:4888.10889 validation_1-mae:6088.07617 [713] validation_0-mae:4886.97998 validation_1-mae:6087.71484 [714] validation_0-mae:4884.41113 validation_1-mae:6087.93018 [715] validation_0-mae:4882.29004 validation_1-mae:6087.13232 [716] validation_0-mae:4881.47314 validation_1-mae:6086.78174 [717] validation_0-mae:4881.16650 validation_1-mae:6086.69092 [718] validation_0-mae:4880.25928 validation_1-mae:6086.70166 [719] validation_0-mae:4878.35254 validation_1-mae:6086.31348 [720] validation_0-mae:4877.52881 validation_1-mae:6086.40186 [721] validation_0-mae:4875.56592 validation_1-mae:6086.88525 [722] validation_0-mae:4874.31055 validation_1-mae:6086.90381 [723] validation_0-mae:4871.64844 validation_1-mae:6085.26172 [724] validation_0-mae:4870.63232 validation_1-mae:6084.37598 [725] validation_0-mae:4868.57617 validation_1-mae:6084.36377 [726] validation_0-mae:4866.08740 validation_1-mae:6083.41553 [727] validation_0-mae:4863.72998 validation_1-mae:6082.03711 [728] validation_0-mae:4861.96924 validation_1-mae:6082.04297 [729] validation_0-mae:4860.91650 validation_1-mae:6082.23633 [730] validation_0-mae:4859.35986 validation_1-mae:6082.65674 [731] validation_0-mae:4858.71728 validation_1-mae:6082.54541 [732] validation_0-mae:4858.25439 validation_1-mae:6082.71826 [733] validation_0-mae:4856.07861 validation_1-mae:6082.62988 [734] validation_0-mae:4854.92725 validation_1-mae:6083.12305 [735] validation_0-mae:4853.78760 validation_1-mae:6082.98535 [736] validation_0-mae:4852.65967 validation_1-mae:6083.41455 [737] validation_0-mae:4850.70654 validation_1-mae:6082.70947 [738] validation_0-mae:4849.85547 validation_1-mae:6082.97607 [739] validation_0-mae:4848.87402 validation_1-mae:6082.91602 [740] validation_0-mae:4847.24121 validation_1-mae:6082.17139 [741] validation_0-mae:4846.41064 validation_1-mae:6082.28516 [742] validation_0-mae:4845.20605 validation_1-mae:6082.44531 [743] validation_0-mae:4844.39355 validation_1-mae:6082.39307 [744] validation_0-mae:4843.49853 validation_1-mae:6082.43018 [745] validation_0-mae:4842.53955 validation_1-mae:6082.57666 [746] validation_0-mae:4841.52783 validation_1-mae:6082.47070 [747] validation_0-mae:4840.24365 validation_1-mae:6082.14893 [748] validation_0-mae:4839.78613 validation_1-mae:6082.24365 [749] validation_0-mae:4839.20605 validation_1-mae:6082.11279 [750] validation_0-mae:4838.71680 validation_1-mae:6082.15186 [751] validation_0-mae:4837.98389 validation_1-mae:6081.86133 [752] validation_0-mae:4837.25098 validation_1-mae:6081.92529 [753] validation_0-mae:4836.04102 validation_1-mae:6081.59814 [754] validation_0-mae:4835.70508 validation_1-mae:6081.57666 [755] validation_0-mae:4833.52148 validation_1-mae:6081.10498 [756] validation_0-mae:4832.85840 validation_1-mae:6081.19873 [757] validation_0-mae:4830.80811 validation_1-mae:6080.21582 [758] validation_0-mae:4829.32080 validation_1-mae:6079.70459 [759] validation_0-mae:4829.09033 validation_1-mae:6079.88232 [760] validation_0-mae:4828.88574 validation_1-mae:6079.99756 [761] validation_0-mae:4827.15527 validation_1-mae:6079.67090 [762] validation_0-mae:4825.54980 validation_1-mae:6079.00879 [763] validation_0-mae:4823.29639 validation_1-mae:6077.72607 [764] validation_0-mae:4821.78125 validation_1-mae:6077.94434 [765] validation_0-mae:4820.63086 validation_1-mae:6077.74609 [766] validation_0-mae:4819.74170 validation_1-mae:6077.95215 [767] validation_0-mae:4819.44238 validation_1-mae:6077.96191 [768] validation_0-mae:4818.59326 validation_1-mae:6077.68457 [769] validation_0-mae:4817.72412 validation_1-mae:6077.59033 [770] validation_0-mae:4816.44336 validation_1-mae:6077.27490 [771] validation_0-mae:4816.18701 validation_1-mae:6077.31201 [772] validation_0-mae:4815.94092 validation_1-mae:6077.25147 [773] validation_0-mae:4815.27295 validation_1-mae:6077.10352 [774] validation_0-mae:4813.69727 validation_1-mae:6076.74121 [775] validation_0-mae:4812.20020 validation_1-mae:6076.25830 [776] validation_0-mae:4811.34033 validation_1-mae:6076.18848 [777] validation_0-mae:4810.32617 validation_1-mae:6076.35303 [778] validation_0-mae:4807.88818 validation_1-mae:6075.46826 [779] validation_0-mae:4806.15674 validation_1-mae:6075.10205 [780] validation_0-mae:4805.26221 validation_1-mae:6075.11523 [781] validation_0-mae:4803.63818 validation_1-mae:6075.54199 [782] validation_0-mae:4801.49463 validation_1-mae:6074.83057 [783] validation_0-mae:4799.61426 validation_1-mae:6074.58203 [784] validation_0-mae:4798.73584 validation_1-mae:6074.44824 [785] validation_0-mae:4797.46826 validation_1-mae:6074.88721 [786] validation_0-mae:4796.04834 validation_1-mae:6074.61670 [787] validation_0-mae:4793.75391 validation_1-mae:6073.43359 [788] validation_0-mae:4792.88672 validation_1-mae:6073.16748 [789] validation_0-mae:4792.09375 validation_1-mae:6073.14502 [790] validation_0-mae:4789.57617 validation_1-mae:6071.45020 [791] validation_0-mae:4788.14600 validation_1-mae:6071.33545 [792] validation_0-mae:4787.01807 validation_1-mae:6071.03760 [793] validation_0-mae:4786.86963 validation_1-mae:6071.10986 [794] validation_0-mae:4785.02148 validation_1-mae:6071.72754 [795] validation_0-mae:4783.42578 validation_1-mae:6071.87842 [796] validation_0-mae:4783.16602 validation_1-mae:6071.75293 [797] validation_0-mae:4783.04199 validation_1-mae:6071.78955 [798] validation_0-mae:4781.48584 validation_1-mae:6072.11963 [799] validation_0-mae:4780.35107 validation_1-mae:6071.81641 [800] validation_0-mae:4779.61230 validation_1-mae:6071.46484 [801] validation_0-mae:4779.38672 validation_1-mae:6071.33350 [802] validation_0-mae:4777.47412 validation_1-mae:6070.13672 [803] validation_0-mae:4775.95557 validation_1-mae:6070.30469 [804] validation_0-mae:4773.87256 validation_1-mae:6070.42920 [805] validation_0-mae:4771.78467 validation_1-mae:6070.52686 [806] validation_0-mae:4769.94727 validation_1-mae:6071.18799 [807] validation_0-mae:4767.94727 validation_1-mae:6070.33838 [808] validation_0-mae:4766.10938 validation_1-mae:6070.11768 [809] validation_0-mae:4765.18897 validation_1-mae:6070.04443 [810] validation_0-mae:4763.49658 validation_1-mae:6069.03027 [811] validation_0-mae:4761.64746 validation_1-mae:6068.55322 [812] validation_0-mae:4759.98438 validation_1-mae:6068.76807 [813] validation_0-mae:4757.83301 validation_1-mae:6067.94873 [814] validation_0-mae:4756.81982 validation_1-mae:6067.33154 [815] validation_0-mae:4754.87891 validation_1-mae:6067.11279 [816] validation_0-mae:4752.94482 validation_1-mae:6066.46631 [817] validation_0-mae:4750.88086 validation_1-mae:6066.25488 [818] validation_0-mae:4748.50049 validation_1-mae:6066.04688 [819] validation_0-mae:4746.68457 validation_1-mae:6066.70801 [820] validation_0-mae:4744.44727 validation_1-mae:6066.97754 [821] validation_0-mae:4743.10596 validation_1-mae:6067.13525 [822] validation_0-mae:4741.18701 validation_1-mae:6067.13135 [823] validation_0-mae:4739.35840 validation_1-mae:6066.59668 [824] validation_0-mae:4737.59473 validation_1-mae:6065.69141 [825] validation_0-mae:4735.70752 validation_1-mae:6065.77051 [826] validation_0-mae:4734.25928 validation_1-mae:6065.76904 [827] validation_0-mae:4732.51465 validation_1-mae:6066.14258 [828] validation_0-mae:4730.15381 validation_1-mae:6066.91895 [829] validation_0-mae:4728.67627 validation_1-mae:6067.50244 [830] validation_0-mae:4727.15674 validation_1-mae:6067.89307 [831] validation_0-mae:4726.06787 validation_1-mae:6067.95605 [832] validation_0-mae:4724.94482 validation_1-mae:6068.02441 [833] validation_0-mae:4724.18066 validation_1-mae:6068.01514 [834] validation_0-mae:4723.20068 validation_1-mae:6068.44385 [835] validation_0-mae:4721.99561 validation_1-mae:6068.87353 [836] validation_0-mae:4719.74805 validation_1-mae:6067.96777 [837] validation_0-mae:4718.45996 validation_1-mae:6068.06152 [838] validation_0-mae:4717.69482 validation_1-mae:6068.25879 [839] validation_0-mae:4716.37256 validation_1-mae:6068.22852 [840] validation_0-mae:4715.58008 validation_1-mae:6068.24268 [841] validation_0-mae:4714.56055 validation_1-mae:6067.56738 [842] validation_0-mae:4713.21289 validation_1-mae:6067.32520 [843] validation_0-mae:4712.16064 validation_1-mae:6067.38867 [844] validation_0-mae:4711.89062 validation_1-mae:6067.28369 [845] validation_0-mae:4711.48096 validation_1-mae:6067.44189 [846] validation_0-mae:4711.02246 validation_1-mae:6067.23633 [847] validation_0-mae:4709.71777 validation_1-mae:6066.73291 [848] validation_0-mae:4708.42285 validation_1-mae:6066.13867 [849] validation_0-mae:4706.56250 validation_1-mae:6065.08887 [850] validation_0-mae:4704.00732 validation_1-mae:6065.03516 [851] validation_0-mae:4701.71338 validation_1-mae:6065.08887 [852] validation_0-mae:4701.04346 validation_1-mae:6065.16406 [853] validation_0-mae:4700.23096 validation_1-mae:6065.61816 [854] validation_0-mae:4698.21533 validation_1-mae:6065.56738 [855] validation_0-mae:4696.86523 validation_1-mae:6065.26221 [856] validation_0-mae:4695.74365 validation_1-mae:6065.35938 [857] validation_0-mae:4694.39014 validation_1-mae:6065.42822 [858] validation_0-mae:4691.95117 validation_1-mae:6065.71631 [859] validation_0-mae:4691.28906 validation_1-mae:6065.73340 [860] validation_0-mae:4689.37305 validation_1-mae:6065.55664 [861] validation_0-mae:4688.64746 validation_1-mae:6065.23193 [862] validation_0-mae:4687.28906 validation_1-mae:6064.57080 [863] validation_0-mae:4685.60791 validation_1-mae:6064.84814 [864] validation_0-mae:4684.39844 validation_1-mae:6064.72559 [865] validation_0-mae:4682.79590 validation_1-mae:6063.84180 [866] validation_0-mae:4681.21777 validation_1-mae:6063.76514 [867] validation_0-mae:4679.84033 validation_1-mae:6063.58643 [868] validation_0-mae:4677.54492 validation_1-mae:6063.50684 [869] validation_0-mae:4676.72070 validation_1-mae:6063.64404 [870] validation_0-mae:4675.33057 validation_1-mae:6063.53467 [871] validation_0-mae:4674.58008 validation_1-mae:6063.86377 [872] validation_0-mae:4672.03809 validation_1-mae:6063.04443 [873] validation_0-mae:4670.65088 validation_1-mae:6063.00684 [874] validation_0-mae:4669.17139 validation_1-mae:6062.19824 [875] validation_0-mae:4668.42920 validation_1-mae:6062.33691 [876] validation_0-mae:4666.65918 validation_1-mae:6062.00000 [877] validation_0-mae:4666.00342 validation_1-mae:6061.75977 [878] validation_0-mae:4663.86719 validation_1-mae:6062.30420 [879] validation_0-mae:4663.13525 validation_1-mae:6061.95654 [880] validation_0-mae:4661.76709 validation_1-mae:6061.64307 [881] validation_0-mae:4660.70557 validation_1-mae:6061.46631 [882] validation_0-mae:4659.38330 validation_1-mae:6061.27051 [883] validation_0-mae:4658.24805 validation_1-mae:6060.98975 [884] validation_0-mae:4656.39990 validation_1-mae:6060.80078 [885] validation_0-mae:4654.55225 validation_1-mae:6060.63672 [886] validation_0-mae:4653.05469 validation_1-mae:6060.41748 [887] validation_0-mae:4651.41260 validation_1-mae:6060.95752 [888] validation_0-mae:4650.90674 validation_1-mae:6060.80029 [889] validation_0-mae:4648.95557 validation_1-mae:6060.35889 [890] validation_0-mae:4646.82910 validation_1-mae:6060.05713 [891] validation_0-mae:4645.62500 validation_1-mae:6059.68555 [892] validation_0-mae:4645.02783 validation_1-mae:6059.87305 [893] validation_0-mae:4644.02197 validation_1-mae:6059.80420 [894] validation_0-mae:4643.17090 validation_1-mae:6059.29639 [895] validation_0-mae:4641.57471 validation_1-mae:6057.63770 [896] validation_0-mae:4640.63916 validation_1-mae:6057.53711 [897] validation_0-mae:4639.97656 validation_1-mae:6057.90283 [898] validation_0-mae:4638.29443 validation_1-mae:6058.00049 [899] validation_0-mae:4638.08740 validation_1-mae:6057.99365 [900] validation_0-mae:4636.93555 validation_1-mae:6057.66455 [901] validation_0-mae:4635.79688 validation_1-mae:6057.19482 [902] validation_0-mae:4634.84131 validation_1-mae:6057.07031 [903] validation_0-mae:4633.13916 validation_1-mae:6057.25147 [904] validation_0-mae:4631.47168 validation_1-mae:6057.24170 [905] validation_0-mae:4630.04492 validation_1-mae:6056.30371 [906] validation_0-mae:4627.56836 validation_1-mae:6056.38965 [907] validation_0-mae:4627.36084 validation_1-mae:6056.32764 [908] validation_0-mae:4626.36963 validation_1-mae:6056.13672 [909] validation_0-mae:4624.72998 validation_1-mae:6055.67676 [910] validation_0-mae:4623.38965 validation_1-mae:6055.70996 [911] validation_0-mae:4622.11768 validation_1-mae:6054.94287 [912] validation_0-mae:4620.78857 validation_1-mae:6054.66260 [913] validation_0-mae:4619.94922 validation_1-mae:6054.11572 [914] validation_0-mae:4618.74219 validation_1-mae:6053.71728 [915] validation_0-mae:4616.68799 validation_1-mae:6053.92822 [916] validation_0-mae:4615.81055 validation_1-mae:6053.45166 [917] validation_0-mae:4615.38574 validation_1-mae:6053.58740 [918] validation_0-mae:4614.15039 validation_1-mae:6053.34277 [919] validation_0-mae:4611.72363 validation_1-mae:6053.00781 [920] validation_0-mae:4610.60742 validation_1-mae:6053.18750 [921] validation_0-mae:4609.78369 validation_1-mae:6053.23145 [922] validation_0-mae:4608.41211 validation_1-mae:6052.73779 [923] validation_0-mae:4607.74951 validation_1-mae:6053.14648 [924] validation_0-mae:4607.12207 validation_1-mae:6053.37353 [925] validation_0-mae:4605.18457 validation_1-mae:6053.62598 [926] validation_0-mae:4604.86035 validation_1-mae:6053.59863 [927] validation_0-mae:4604.37842 validation_1-mae:6053.90723 [928] validation_0-mae:4601.59082 validation_1-mae:6052.59522 [929] validation_0-mae:4600.06006 validation_1-mae:6052.60693 [930] validation_0-mae:4598.45508 validation_1-mae:6052.81885 [931] validation_0-mae:4597.26270 validation_1-mae:6052.40869 [932] validation_0-mae:4595.38184 validation_1-mae:6052.32812 [933] validation_0-mae:4593.57324 validation_1-mae:6051.88770 [934] validation_0-mae:4591.80371 validation_1-mae:6051.92871 [935] validation_0-mae:4591.08350 validation_1-mae:6051.95801 [936] validation_0-mae:4590.39844 validation_1-mae:6052.02148 [937] validation_0-mae:4587.56445 validation_1-mae:6051.91992 [938] validation_0-mae:4586.09131 validation_1-mae:6052.46436 [939] validation_0-mae:4584.21826 validation_1-mae:6051.87256 [940] validation_0-mae:4582.26660 validation_1-mae:6052.59912 [941] validation_0-mae:4580.07422 validation_1-mae:6052.20264 [942] validation_0-mae:4578.36279 validation_1-mae:6052.31592 [943] validation_0-mae:4576.87305 validation_1-mae:6052.66797 [944] validation_0-mae:4575.79980 validation_1-mae:6052.26855 [945] validation_0-mae:4574.94873 validation_1-mae:6052.02637 [946] validation_0-mae:4574.33301 validation_1-mae:6052.17139 [947] validation_0-mae:4573.68897 validation_1-mae:6052.16309 [948] validation_0-mae:4571.61133 validation_1-mae:6052.21484 [949] validation_0-mae:4570.41553 validation_1-mae:6051.63623 [950] validation_0-mae:4568.94629 validation_1-mae:6052.51221 [951] validation_0-mae:4568.25732 validation_1-mae:6052.76611 [952] validation_0-mae:4567.53320 validation_1-mae:6052.94189 [953] validation_0-mae:4566.99072 validation_1-mae:6052.85986 [954] validation_0-mae:4566.30176 validation_1-mae:6052.42725 [955] validation_0-mae:4565.59180 validation_1-mae:6052.37012 [956] validation_0-mae:4564.87305 validation_1-mae:6052.20654 [957] validation_0-mae:4563.86816 validation_1-mae:6052.50391 [958] validation_0-mae:4562.82861 validation_1-mae:6052.78272 [959] validation_0-mae:4561.99658 validation_1-mae:6052.66553 [960] validation_0-mae:4560.86084 validation_1-mae:6052.41162 [961] validation_0-mae:4560.60693 validation_1-mae:6052.32764 [962] validation_0-mae:4560.30518 validation_1-mae:6052.42627 [963] validation_0-mae:4560.15723 validation_1-mae:6052.44922 [964] validation_0-mae:4559.19678 validation_1-mae:6052.34228 [965] validation_0-mae:4558.36914 validation_1-mae:6052.58252 [966] validation_0-mae:4557.35986 validation_1-mae:6052.27832 [967] validation_0-mae:4556.71924 validation_1-mae:6052.42480 [968] validation_0-mae:4554.84131 validation_1-mae:6051.57275 [969] validation_0-mae:4553.50244 validation_1-mae:6051.63330 [970] validation_0-mae:4551.47412 validation_1-mae:6051.32910 [971] validation_0-mae:4550.49805 validation_1-mae:6051.29395 [972] validation_0-mae:4548.86426 validation_1-mae:6052.47852 [973] validation_0-mae:4546.37158 validation_1-mae:6051.89307 [974] validation_0-mae:4545.29785 validation_1-mae:6052.65527 [975] validation_0-mae:4544.64062 validation_1-mae:6052.81494 [976] validation_0-mae:4543.90918 validation_1-mae:6053.15088 [977] validation_0-mae:4543.08740 validation_1-mae:6053.37256 [978] validation_0-mae:4541.83496 validation_1-mae:6053.39746 [979] validation_0-mae:4540.87402 validation_1-mae:6053.87549 [980] validation_0-mae:4539.56738 validation_1-mae:6053.25635 [981] validation_0-mae:4539.21289 validation_1-mae:6053.10498 [982] validation_0-mae:4537.99561 validation_1-mae:6053.45166 [983] validation_0-mae:4537.04297 validation_1-mae:6053.00830 [984] validation_0-mae:4535.87305 validation_1-mae:6052.63330 [985] validation_0-mae:4534.86865 validation_1-mae:6052.57031 [986] validation_0-mae:4533.39600 validation_1-mae:6053.05957 [987] validation_0-mae:4531.72705 validation_1-mae:6052.66602 [988] validation_0-mae:4530.47119 validation_1-mae:6052.25049 [989] validation_0-mae:4528.73975 validation_1-mae:6051.91943 [990] validation_0-mae:4527.71143 validation_1-mae:6051.83691 [991] validation_0-mae:4526.53369 validation_1-mae:6051.63477 [992] validation_0-mae:4525.08545 validation_1-mae:6051.72412 [993] validation_0-mae:4524.42578 validation_1-mae:6051.40869 [994] validation_0-mae:4522.88428 validation_1-mae:6051.35059 [995] validation_0-mae:4522.03760 validation_1-mae:6051.49805 [996] validation_0-mae:4520.18164 validation_1-mae:6050.87109 [997] validation_0-mae:4519.07080 validation_1-mae:6050.91895 [998] validation_0-mae:4518.08105 validation_1-mae:6050.69971 [999] validation_0-mae:4517.49023 validation_1-mae:6050.53955 [1000] validation_0-mae:4516.37549 validation_1-mae:6050.22510 [1001] validation_0-mae:4514.51807 validation_1-mae:6049.10693 [1002] validation_0-mae:4512.79834 validation_1-mae:6048.97461 [1003] validation_0-mae:4511.66211 validation_1-mae:6048.81689 [1004] validation_0-mae:4511.17725 validation_1-mae:6049.62842 [1005] validation_0-mae:4509.88379 validation_1-mae:6049.72705 [1006] validation_0-mae:4509.27881 validation_1-mae:6049.78467 [1007] validation_0-mae:4508.95361 validation_1-mae:6049.83496 [1008] validation_0-mae:4507.35303 validation_1-mae:6050.07861 [1009] validation_0-mae:4506.14746 validation_1-mae:6050.37647 [1010] validation_0-mae:4505.00586 validation_1-mae:6051.00830 [1011] validation_0-mae:4503.47803 validation_1-mae:6050.69824 [1012] validation_0-mae:4502.76758 validation_1-mae:6050.34131 [1013] validation_0-mae:4501.40723 validation_1-mae:6049.87939 [1014] validation_0-mae:4499.85449 validation_1-mae:6049.64941 [1015] validation_0-mae:4498.13184 validation_1-mae:6049.68506 [1016] validation_0-mae:4496.71436 validation_1-mae:6050.02734 [1017] validation_0-mae:4495.07471 validation_1-mae:6049.84424 [1018] validation_0-mae:4493.90234 validation_1-mae:6049.75000 [1019] validation_0-mae:4493.39551 validation_1-mae:6050.22168 [1020] validation_0-mae:4492.01172 validation_1-mae:6050.41650 [1021] validation_0-mae:4491.04395 validation_1-mae:6050.07275 [1022] validation_0-mae:4490.17725 validation_1-mae:6049.91699 [1023] validation_0-mae:4488.40918 validation_1-mae:6049.40772 [1024] validation_0-mae:4487.54688 validation_1-mae:6049.24853 [1025] validation_0-mae:4486.62353 validation_1-mae:6049.69043 [1026] validation_0-mae:4485.40625 validation_1-mae:6049.41455 [1027] validation_0-mae:4483.98486 validation_1-mae:6049.12012 [1028] validation_0-mae:4483.01270 validation_1-mae:6049.00781 [1029] validation_0-mae:4482.15820 validation_1-mae:6049.60205 [1030] validation_0-mae:4481.41162 validation_1-mae:6049.83105 [1031] validation_0-mae:4480.46045 validation_1-mae:6049.66895 [1032] validation_0-mae:4479.27197 validation_1-mae:6049.20947 [1033] validation_0-mae:4478.17627 validation_1-mae:6048.37451 [1034] validation_0-mae:4477.44971 validation_1-mae:6048.17285 [1035] validation_0-mae:4476.07861 validation_1-mae:6047.42871 [1036] validation_0-mae:4475.14355 validation_1-mae:6047.39111 [1037] validation_0-mae:4474.44336 validation_1-mae:6047.49170 [1038] validation_0-mae:4474.09619 validation_1-mae:6047.51904 [1039] validation_0-mae:4472.57861 validation_1-mae:6047.61035 [1040] validation_0-mae:4471.51709 validation_1-mae:6047.65674 [1041] validation_0-mae:4470.92676 validation_1-mae:6047.68408 [1042] validation_0-mae:4470.38818 validation_1-mae:6047.37598 [1043] validation_0-mae:4468.94043 validation_1-mae:6047.23047 [1044] validation_0-mae:4467.69385 validation_1-mae:6046.31201 [1045] validation_0-mae:4465.49365 validation_1-mae:6046.27246 [1046] validation_0-mae:4464.38818 validation_1-mae:6047.00684 [1047] validation_0-mae:4462.94287 validation_1-mae:6046.84277 [1048] validation_0-mae:4461.74316 validation_1-mae:6046.48193 [1049] validation_0-mae:4460.02197 validation_1-mae:6046.79102 [1050] validation_0-mae:4457.88867 validation_1-mae:6046.95361 [1051] validation_0-mae:4456.02148 validation_1-mae:6045.97412 [1052] validation_0-mae:4454.60303 validation_1-mae:6045.50147 [1053] validation_0-mae:4452.52930 validation_1-mae:6045.12207 [1054] validation_0-mae:4451.30859 validation_1-mae:6045.04102 [1055] validation_0-mae:4449.16602 validation_1-mae:6044.34961 [1056] validation_0-mae:4446.78613 validation_1-mae:6043.51367 [1057] validation_0-mae:4445.60693 validation_1-mae:6042.83936 [1058] validation_0-mae:4444.44971 validation_1-mae:6042.89941 [1059] validation_0-mae:4443.34473 validation_1-mae:6042.45850 [1060] validation_0-mae:4442.04395 validation_1-mae:6041.71484 [1061] validation_0-mae:4441.10791 validation_1-mae:6041.71484 [1062] validation_0-mae:4439.72607 validation_1-mae:6041.86963 [1063] validation_0-mae:4438.74023 validation_1-mae:6041.69043 [1064] validation_0-mae:4437.21436 validation_1-mae:6041.90576 [1065] validation_0-mae:4436.24023 validation_1-mae:6042.36865 [1066] validation_0-mae:4434.97852 validation_1-mae:6042.34375 [1067] validation_0-mae:4433.17725 validation_1-mae:6042.34961 [1068] validation_0-mae:4432.60010 validation_1-mae:6042.25684 [1069] validation_0-mae:4431.85498 validation_1-mae:6042.25732 [1070] validation_0-mae:4430.64160 validation_1-mae:6042.45117 [1071] validation_0-mae:4429.10449 validation_1-mae:6041.81397 [1072] validation_0-mae:4427.95996 validation_1-mae:6041.86914 [1073] validation_0-mae:4427.01953 validation_1-mae:6041.67773 [1074] validation_0-mae:4425.34082 validation_1-mae:6041.21875 [1075] validation_0-mae:4424.06592 validation_1-mae:6041.09131 [1076] validation_0-mae:4422.81006 validation_1-mae:6040.93311 [1077] validation_0-mae:4422.09277 validation_1-mae:6041.31787 [1078] validation_0-mae:4420.91943 validation_1-mae:6041.19678 [1079] validation_0-mae:4419.58350 validation_1-mae:6041.29590 [1080] validation_0-mae:4418.44531 validation_1-mae:6040.69531 [1081] validation_0-mae:4417.48975 validation_1-mae:6040.46826 [1082] validation_0-mae:4417.05225 validation_1-mae:6040.32275 [1083] validation_0-mae:4416.07129 validation_1-mae:6039.88770 [1084] validation_0-mae:4415.25342 validation_1-mae:6039.77637 [1085] validation_0-mae:4415.03174 validation_1-mae:6039.74170 [1086] validation_0-mae:4413.59912 validation_1-mae:6039.25098 [1087] validation_0-mae:4411.55615 validation_1-mae:6038.94092 [1088] validation_0-mae:4410.66211 validation_1-mae:6038.48682 [1089] validation_0-mae:4409.44482 validation_1-mae:6038.95752 [1090] validation_0-mae:4408.02637 validation_1-mae:6038.86084 [1091] validation_0-mae:4406.98242 validation_1-mae:6038.52148 [1092] validation_0-mae:4406.06982 validation_1-mae:6038.58594 [1093] validation_0-mae:4405.67188 validation_1-mae:6038.46289 [1094] validation_0-mae:4404.17041 validation_1-mae:6038.13037 [1095] validation_0-mae:4402.61572 validation_1-mae:6038.82324 [1096] validation_0-mae:4400.46680 validation_1-mae:6038.02393 [1097] validation_0-mae:4399.39111 validation_1-mae:6038.15772 [1098] validation_0-mae:4398.46875 validation_1-mae:6037.84522 [1099] validation_0-mae:4397.70752 validation_1-mae:6038.21826 [1100] validation_0-mae:4396.92822 validation_1-mae:6038.13184 [1101] validation_0-mae:4395.81543 validation_1-mae:6037.84473 [1102] validation_0-mae:4395.15625 validation_1-mae:6037.82568 [1103] validation_0-mae:4394.04395 validation_1-mae:6037.45801 [1104] validation_0-mae:4392.53027 validation_1-mae:6037.52393 [1105] validation_0-mae:4391.33594 validation_1-mae:6037.77441 [1106] validation_0-mae:4390.45068 validation_1-mae:6037.39990 [1107] validation_0-mae:4388.92920 validation_1-mae:6037.41846 [1108] validation_0-mae:4388.14209 validation_1-mae:6037.27978 [1109] validation_0-mae:4386.76904 validation_1-mae:6037.15772 [1110] validation_0-mae:4386.43799 validation_1-mae:6037.37353 [1111] validation_0-mae:4385.48193 validation_1-mae:6037.13184 [1112] validation_0-mae:4384.41992 validation_1-mae:6036.53662 [1113] validation_0-mae:4383.54590 validation_1-mae:6036.27051 [1114] validation_0-mae:4382.47119 validation_1-mae:6036.02100 [1115] validation_0-mae:4381.35645 validation_1-mae:6035.77246 [1116] validation_0-mae:4380.64844 validation_1-mae:6035.62647 [1117] validation_0-mae:4380.09228 validation_1-mae:6035.88330 [1118] validation_0-mae:4379.54150 validation_1-mae:6035.94238 [1119] validation_0-mae:4378.42090 validation_1-mae:6036.25000 [1120] validation_0-mae:4377.97656 validation_1-mae:6036.12891 [1121] validation_0-mae:4377.52539 validation_1-mae:6035.65820 [1122] validation_0-mae:4377.38623 validation_1-mae:6035.73438 [1123] validation_0-mae:4375.98828 validation_1-mae:6035.11426 [1124] validation_0-mae:4375.23633 validation_1-mae:6034.99902 [1125] validation_0-mae:4374.70850 validation_1-mae:6034.84228 [1126] validation_0-mae:4373.30664 validation_1-mae:6034.29150 [1127] validation_0-mae:4372.18164 validation_1-mae:6034.17139 [1128] validation_0-mae:4371.57324 validation_1-mae:6034.28272 [1129] validation_0-mae:4370.25391 validation_1-mae:6033.90088 [1130] validation_0-mae:4369.32861 validation_1-mae:6033.80322 [1131] validation_0-mae:4367.84375 validation_1-mae:6033.33252 [1132] validation_0-mae:4367.14111 validation_1-mae:6033.07568 [1133] validation_0-mae:4365.79980 validation_1-mae:6033.38965 [1134] validation_0-mae:4365.23975 validation_1-mae:6033.26611 [1135] validation_0-mae:4364.27490 validation_1-mae:6032.90381 [1136] validation_0-mae:4363.87500 validation_1-mae:6032.74512 [1137] validation_0-mae:4362.87500 validation_1-mae:6032.52148 [1138] validation_0-mae:4362.44971 validation_1-mae:6032.20410 [1139] validation_0-mae:4361.29492 validation_1-mae:6031.91406 [1140] validation_0-mae:4360.13672 validation_1-mae:6031.78809 [1141] validation_0-mae:4359.05127 validation_1-mae:6031.55176 [1142] validation_0-mae:4358.30176 validation_1-mae:6031.72900 [1143] validation_0-mae:4357.18164 validation_1-mae:6031.75391 [1144] validation_0-mae:4356.65186 validation_1-mae:6032.03027 [1145] validation_0-mae:4355.51172 validation_1-mae:6032.08301 [1146] validation_0-mae:4354.80176 validation_1-mae:6032.33398 [1147] validation_0-mae:4354.77734 validation_1-mae:6032.36035 [1148] validation_0-mae:4353.59473 validation_1-mae:6032.02490 [1149] validation_0-mae:4352.91992 validation_1-mae:6031.67676 [1150] validation_0-mae:4352.44971 validation_1-mae:6031.78857 [1151] validation_0-mae:4351.86914 validation_1-mae:6031.74023 [1152] validation_0-mae:4351.06934 validation_1-mae:6032.00732 [1153] validation_0-mae:4350.47217 validation_1-mae:6032.11230 [1154] validation_0-mae:4349.48340 validation_1-mae:6031.87647 [1155] validation_0-mae:4348.88867 validation_1-mae:6031.58691 [1156] validation_0-mae:4347.44873 validation_1-mae:6031.22949 [1157] validation_0-mae:4347.38818 validation_1-mae:6031.26514 [1158] validation_0-mae:4346.18359 validation_1-mae:6030.76367 [1159] validation_0-mae:4345.39795 validation_1-mae:6030.86572 [1160] validation_0-mae:4344.53027 validation_1-mae:6030.31543 [1161] validation_0-mae:4344.07910 validation_1-mae:6030.25439 [1162] validation_0-mae:4343.37988 validation_1-mae:6030.52051 [1163] validation_0-mae:4341.76318 validation_1-mae:6029.71631 [1164] validation_0-mae:4340.76660 validation_1-mae:6030.28076 [1165] validation_0-mae:4339.82227 validation_1-mae:6029.98779 [1166] validation_0-mae:4338.67334 validation_1-mae:6030.00488 [1167] validation_0-mae:4337.81689 validation_1-mae:6029.95312 [1168] validation_0-mae:4336.37598 validation_1-mae:6029.61328 [1169] validation_0-mae:4335.20459 validation_1-mae:6029.99072 [1170] validation_0-mae:4334.17090 validation_1-mae:6030.12305 [1171] validation_0-mae:4333.35938 validation_1-mae:6030.05859 [1172] validation_0-mae:4332.14209 validation_1-mae:6029.96094 [1173] validation_0-mae:4331.10010 validation_1-mae:6030.33691 [1174] validation_0-mae:4330.88721 validation_1-mae:6030.30225 [1175] validation_0-mae:4330.16113 validation_1-mae:6029.24219 [1176] validation_0-mae:4329.66357 validation_1-mae:6029.32031 [1177] validation_0-mae:4327.59717 validation_1-mae:6029.22656 [1178] validation_0-mae:4326.43945 validation_1-mae:6028.95996 [1179] validation_0-mae:4325.18262 validation_1-mae:6028.87500 [1180] validation_0-mae:4324.85400 validation_1-mae:6029.16797 [1181] validation_0-mae:4324.17773 validation_1-mae:6028.78564 [1182] validation_0-mae:4323.57812 validation_1-mae:6028.66406 [1183] validation_0-mae:4322.91895 validation_1-mae:6028.62891 [1184] validation_0-mae:4322.74853 validation_1-mae:6028.78174 [1185] validation_0-mae:4322.02246 validation_1-mae:6028.62109 [1186] validation_0-mae:4320.63330 validation_1-mae:6028.30713 [1187] validation_0-mae:4319.96582 validation_1-mae:6028.71289 [1188] validation_0-mae:4319.13721 validation_1-mae:6028.68066 [1189] validation_0-mae:4318.54785 validation_1-mae:6028.66455 [1190] validation_0-mae:4317.91113 validation_1-mae:6028.95361 [1191] validation_0-mae:4317.43018 validation_1-mae:6028.69824 [1192] validation_0-mae:4316.91260 validation_1-mae:6028.88477 [1193] validation_0-mae:4315.82812 validation_1-mae:6029.06348 [1194] validation_0-mae:4314.51953 validation_1-mae:6029.03809 [1195] validation_0-mae:4313.91260 validation_1-mae:6029.17822 [1196] validation_0-mae:4313.49658 validation_1-mae:6029.49463 [1197] validation_0-mae:4312.98193 validation_1-mae:6029.31250 [1198] validation_0-mae:4311.79150 validation_1-mae:6029.21045 [1199] validation_0-mae:4311.07764 validation_1-mae:6029.39355 [1200] validation_0-mae:4310.84033 validation_1-mae:6029.33545 [1201] validation_0-mae:4310.22900 validation_1-mae:6028.93799 [1202] validation_0-mae:4310.11523 validation_1-mae:6028.91309 [1203] validation_0-mae:4309.70117 validation_1-mae:6028.76855 [1204] validation_0-mae:4309.37158 validation_1-mae:6028.54590 [1205] validation_0-mae:4307.80615 validation_1-mae:6028.29736 [1206] validation_0-mae:4306.52100 validation_1-mae:6028.30518 [1207] validation_0-mae:4305.69727 validation_1-mae:6028.15772 [1208] validation_0-mae:4303.85791 validation_1-mae:6028.03467 [1209] validation_0-mae:4302.29688 validation_1-mae:6027.80615 [1210] validation_0-mae:4300.80615 validation_1-mae:6027.25635 [1211] validation_0-mae:4299.61377 validation_1-mae:6027.53125 [1212] validation_0-mae:4298.52881 validation_1-mae:6027.46436 [1213] validation_0-mae:4297.59766 validation_1-mae:6027.60547 [1214] validation_0-mae:4296.60156 validation_1-mae:6027.55127 [1215] validation_0-mae:4296.05420 validation_1-mae:6027.46826 [1216] validation_0-mae:4294.50830 validation_1-mae:6027.84180 [1217] validation_0-mae:4293.37061 validation_1-mae:6027.25635 [1218] validation_0-mae:4292.55176 validation_1-mae:6027.09228 [1219] validation_0-mae:4291.69043 validation_1-mae:6027.24902 [1220] validation_0-mae:4290.35986 validation_1-mae:6027.27881 [1221] validation_0-mae:4289.82764 validation_1-mae:6027.25879 [1222] validation_0-mae:4288.91064 validation_1-mae:6027.50049 [1223] validation_0-mae:4288.14111 validation_1-mae:6027.81201 [1224] validation_0-mae:4287.70654 validation_1-mae:6028.32568 [1225] validation_0-mae:4287.28516 validation_1-mae:6028.18994 [1226] validation_0-mae:4287.10254 validation_1-mae:6028.27978 [1227] validation_0-mae:4285.79150 validation_1-mae:6027.54248 [1228] validation_0-mae:4284.89990 validation_1-mae:6027.11035 [1229] validation_0-mae:4282.85156 validation_1-mae:6027.11279 [1230] validation_0-mae:4281.69629 validation_1-mae:6026.91553 [1231] validation_0-mae:4280.14209 validation_1-mae:6026.30371 [1232] validation_0-mae:4279.56006 validation_1-mae:6026.50977 [1233] validation_0-mae:4279.09277 validation_1-mae:6026.45166 [1234] validation_0-mae:4278.49512 validation_1-mae:6026.45264 [1235] validation_0-mae:4277.40820 validation_1-mae:6026.54492 [1236] validation_0-mae:4276.37988 validation_1-mae:6027.23486 [1237] validation_0-mae:4275.05273 validation_1-mae:6027.48682 [1238] validation_0-mae:4273.63672 validation_1-mae:6027.91650 [1239] validation_0-mae:4273.01270 validation_1-mae:6028.18262 [1240] validation_0-mae:4271.55615 validation_1-mae:6028.61572 [1241] validation_0-mae:4270.96338 validation_1-mae:6029.16748 [1242] validation_0-mae:4269.80859 validation_1-mae:6028.78369 [1243] validation_0-mae:4268.12305 validation_1-mae:6028.92480 [1244] validation_0-mae:4266.94922 validation_1-mae:6028.63184 [1245] validation_0-mae:4265.77734 validation_1-mae:6028.69678 [1246] validation_0-mae:4265.27783 validation_1-mae:6028.87695 [1247] validation_0-mae:4263.71045 validation_1-mae:6028.56885 [1248] validation_0-mae:4261.73926 validation_1-mae:6028.13721 [1249] validation_0-mae:4260.03369 validation_1-mae:6028.29785 [1250] validation_0-mae:4259.05078 validation_1-mae:6028.08203 [1251] validation_0-mae:4257.67041 validation_1-mae:6028.19531 [1252] validation_0-mae:4257.12695 validation_1-mae:6027.92725 [1253] validation_0-mae:4256.36084 validation_1-mae:6027.91602 [1254] validation_0-mae:4254.73828 validation_1-mae:6027.50244 [1255] validation_0-mae:4253.06201 validation_1-mae:6027.79248 [1256] validation_0-mae:4252.71875 validation_1-mae:6027.89404 [1257] validation_0-mae:4251.95410 validation_1-mae:6027.85400 [1258] validation_0-mae:4250.46680 validation_1-mae:6027.23486 [1259] validation_0-mae:4249.62842 validation_1-mae:6027.13672 [1260] validation_0-mae:4248.57227 validation_1-mae:6027.20752 [1261] validation_0-mae:4246.96387 validation_1-mae:6027.29053 [1262] validation_0-mae:4246.28613 validation_1-mae:6027.03516 [1263] validation_0-mae:4244.97510 validation_1-mae:6027.09717 [1264] validation_0-mae:4244.12061 validation_1-mae:6026.81543 [1265] validation_0-mae:4243.07324 validation_1-mae:6027.11719 [1266] validation_0-mae:4242.65088 validation_1-mae:6027.31494 [1267] validation_0-mae:4242.33203 validation_1-mae:6027.36230 [1268] validation_0-mae:4241.34473 validation_1-mae:6027.79492 [1269] validation_0-mae:4240.84424 validation_1-mae:6027.31299 [1270] validation_0-mae:4240.27539 validation_1-mae:6027.54102 [1271] validation_0-mae:4239.41016 validation_1-mae:6027.21484 [1272] validation_0-mae:4238.85742 validation_1-mae:6027.00830 [1273] validation_0-mae:4238.72314 validation_1-mae:6026.96582 [1274] validation_0-mae:4237.83301 validation_1-mae:6026.71045 [1275] validation_0-mae:4237.80078 validation_1-mae:6026.70703 [1276] validation_0-mae:4237.07617 validation_1-mae:6026.55469 [1277] validation_0-mae:4235.46338 validation_1-mae:6027.32568 [1278] validation_0-mae:4234.36230 validation_1-mae:6027.16162 [1279] validation_0-mae:4233.72022 validation_1-mae:6027.02930 [1280] validation_0-mae:4232.87305 validation_1-mae:6026.70801 [1281] validation_0-mae:4231.77832 validation_1-mae:6026.69824 [1282] validation_0-mae:4231.09180 validation_1-mae:6026.79883 [1283] validation_0-mae:4230.10840 validation_1-mae:6027.17920 [1284] validation_0-mae:4229.17041 validation_1-mae:6027.24365 [1285] validation_0-mae:4228.33008 validation_1-mae:6027.25537 [1286] validation_0-mae:4227.37647 validation_1-mae:6027.71631 [1287] validation_0-mae:4225.76758 validation_1-mae:6027.46680 [1288] validation_0-mae:4224.74805 validation_1-mae:6027.10352 [1289] validation_0-mae:4223.17236 validation_1-mae:6027.11963 [1290] validation_0-mae:4221.97998 validation_1-mae:6027.26562 [1291] validation_0-mae:4221.07275 validation_1-mae:6027.13379 [1292] validation_0-mae:4220.53662 validation_1-mae:6027.03711 [1293] validation_0-mae:4219.44336 validation_1-mae:6026.74951 [1294] validation_0-mae:4217.98730 validation_1-mae:6026.94385 [1295] validation_0-mae:4217.07129 validation_1-mae:6026.83887 [1296] validation_0-mae:4216.04297 validation_1-mae:6026.77197 [1297] validation_0-mae:4215.07471 validation_1-mae:6026.82568 [1298] validation_0-mae:4213.48096 validation_1-mae:6026.38135 [1299] validation_0-mae:4211.97607 validation_1-mae:6026.43457 [1300] validation_0-mae:4210.87939 validation_1-mae:6026.43603 [1301] validation_0-mae:4210.36084 validation_1-mae:6026.57568 [1302] validation_0-mae:4209.57666 validation_1-mae:6026.41553 [1303] validation_0-mae:4208.10498 validation_1-mae:6026.77051 [1304] validation_0-mae:4206.69727 validation_1-mae:6027.79932 [1305] validation_0-mae:4206.34375 validation_1-mae:6027.76221 [1306] validation_0-mae:4205.77490 validation_1-mae:6027.91797 [1307] validation_0-mae:4204.48682 validation_1-mae:6028.00537 [1308] validation_0-mae:4203.49512 validation_1-mae:6028.10596 [1309] validation_0-mae:4202.74365 validation_1-mae:6028.23291 [1310] validation_0-mae:4202.07178 validation_1-mae:6027.99219 [1311] validation_0-mae:4200.96533 validation_1-mae:6027.81982 [1312] validation_0-mae:4199.48926 validation_1-mae:6027.08301 [1313] validation_0-mae:4198.67627 validation_1-mae:6027.01367 [1314] validation_0-mae:4197.83203 validation_1-mae:6026.62012 [1315] validation_0-mae:4197.27978 validation_1-mae:6026.63330 [1316] validation_0-mae:4196.03223 validation_1-mae:6025.89404 [1317] validation_0-mae:4195.18506 validation_1-mae:6025.42578 [1318] validation_0-mae:4193.46045 validation_1-mae:6024.76367 [1319] validation_0-mae:4192.34277 validation_1-mae:6024.32617 [1320] validation_0-mae:4191.84766 validation_1-mae:6024.26660 [1321] validation_0-mae:4191.09228 validation_1-mae:6024.09375 [1322] validation_0-mae:4190.60596 validation_1-mae:6024.05322 [1323] validation_0-mae:4189.93945 validation_1-mae:6024.05859 [1324] validation_0-mae:4188.94971 validation_1-mae:6023.97754 [1325] validation_0-mae:4188.38525 validation_1-mae:6024.02393 [1326] validation_0-mae:4187.81152 validation_1-mae:6024.04395 [1327] validation_0-mae:4186.86719 validation_1-mae:6024.27100 [1328] validation_0-mae:4186.15478 validation_1-mae:6024.28711 [1329] validation_0-mae:4185.11670 validation_1-mae:6024.25586 [1330] validation_0-mae:4184.32764 validation_1-mae:6023.54688 [1331] validation_0-mae:4183.50439 validation_1-mae:6023.74414 [1332] validation_0-mae:4182.58984 validation_1-mae:6023.70654 [1333] validation_0-mae:4181.60156 validation_1-mae:6023.50244 [1334] validation_0-mae:4181.29150 validation_1-mae:6023.40869 [1335] validation_0-mae:4180.95605 validation_1-mae:6023.29883 [1336] validation_0-mae:4180.60156 validation_1-mae:6023.20410 [1337] validation_0-mae:4179.69482 validation_1-mae:6023.15430 [1338] validation_0-mae:4179.01123 validation_1-mae:6022.77881 [1339] validation_0-mae:4177.61816 validation_1-mae:6021.84033 [1340] validation_0-mae:4176.88184 validation_1-mae:6021.60303 [1341] validation_0-mae:4176.48828 validation_1-mae:6021.50977 [1342] validation_0-mae:4175.87598 validation_1-mae:6021.65137 [1343] validation_0-mae:4175.07520 validation_1-mae:6021.52100 [1344] validation_0-mae:4174.49121 validation_1-mae:6021.47559 [1345] validation_0-mae:4174.39600 validation_1-mae:6021.44336 [1346] validation_0-mae:4173.75342 validation_1-mae:6021.55713 [1347] validation_0-mae:4173.38428 validation_1-mae:6021.52393 [1348] validation_0-mae:4172.90137 validation_1-mae:6021.78272 [1349] validation_0-mae:4171.80811 validation_1-mae:6021.76758 [1350] validation_0-mae:4170.83398 validation_1-mae:6021.94629 [1351] validation_0-mae:4169.67480 validation_1-mae:6021.70410 [1352] validation_0-mae:4168.55664 validation_1-mae:6021.09131 [1353] validation_0-mae:4167.30029 validation_1-mae:6021.38574 [1354] validation_0-mae:4166.88965 validation_1-mae:6021.16602 [1355] validation_0-mae:4165.95068 validation_1-mae:6020.93555 [1356] validation_0-mae:4165.24170 validation_1-mae:6020.86328 [1357] validation_0-mae:4164.43408 validation_1-mae:6020.58350 [1358] validation_0-mae:4162.62402 validation_1-mae:6020.52734 [1359] validation_0-mae:4161.24219 validation_1-mae:6020.56397 [1360] validation_0-mae:4160.13525 validation_1-mae:6020.86377 [1361] validation_0-mae:4159.75830 validation_1-mae:6020.78223 [1362] validation_0-mae:4159.00342 validation_1-mae:6020.62012 [1363] validation_0-mae:4158.48779 validation_1-mae:6020.53223 [1364] validation_0-mae:4157.99902 validation_1-mae:6020.25830 [1365] validation_0-mae:4157.22168 validation_1-mae:6020.20264 [1366] validation_0-mae:4155.99951 validation_1-mae:6020.15088 [1367] validation_0-mae:4154.90527 validation_1-mae:6020.32129 [1368] validation_0-mae:4154.04443 validation_1-mae:6020.39258 [1369] validation_0-mae:4153.50879 validation_1-mae:6020.43799 [1370] validation_0-mae:4152.61377 validation_1-mae:6020.79736 [1371] validation_0-mae:4151.73779 validation_1-mae:6020.70947 [1372] validation_0-mae:4151.26221 validation_1-mae:6020.85645 [1373] validation_0-mae:4150.29199 validation_1-mae:6020.39648 [1374] validation_0-mae:4149.71728 validation_1-mae:6019.98877 [1375] validation_0-mae:4149.49316 validation_1-mae:6019.95312 [1376] validation_0-mae:4149.23047 validation_1-mae:6020.00537 [1377] validation_0-mae:4149.09961 validation_1-mae:6019.97607 [1378] validation_0-mae:4149.04980 validation_1-mae:6020.00684 [1379] validation_0-mae:4148.98193 validation_1-mae:6020.00537 [1380] validation_0-mae:4148.73633 validation_1-mae:6019.84180 [1381] validation_0-mae:4147.00147 validation_1-mae:6020.06445 [1382] validation_0-mae:4145.63477 validation_1-mae:6019.40283 [1383] validation_0-mae:4144.62598 validation_1-mae:6019.51270 [1384] validation_0-mae:4143.36963 validation_1-mae:6019.42529 [1385] validation_0-mae:4142.08594 validation_1-mae:6019.31299 [1386] validation_0-mae:4140.54785 validation_1-mae:6019.30127 [1387] validation_0-mae:4140.15234 validation_1-mae:6019.12109 [1388] validation_0-mae:4139.29053 validation_1-mae:6019.45654 [1389] validation_0-mae:4138.63184 validation_1-mae:6019.53760 [1390] validation_0-mae:4137.63867 validation_1-mae:6019.37109 [1391] validation_0-mae:4136.32227 validation_1-mae:6019.32129 [1392] validation_0-mae:4134.92871 validation_1-mae:6019.19434 [1393] validation_0-mae:4133.56836 validation_1-mae:6019.21387 [1394] validation_0-mae:4132.41309 validation_1-mae:6019.07031 [1395] validation_0-mae:4131.27490 validation_1-mae:6019.41797 [1396] validation_0-mae:4129.97266 validation_1-mae:6019.73730 [1397] validation_0-mae:4129.07715 validation_1-mae:6019.49658 [1398] validation_0-mae:4127.92383 validation_1-mae:6019.79883 [1399] validation_0-mae:4126.66797 validation_1-mae:6019.81250 [1400] validation_0-mae:4125.66553 validation_1-mae:6020.36768 [1401] validation_0-mae:4125.09961 validation_1-mae:6020.42383 [1402] validation_0-mae:4124.48340 validation_1-mae:6020.25439 [1403] validation_0-mae:4123.97070 validation_1-mae:6020.53369 [1404] validation_0-mae:4123.21338 validation_1-mae:6020.54395 [1405] validation_0-mae:4122.45117 validation_1-mae:6020.57959 [1406] validation_0-mae:4122.28760 validation_1-mae:6020.64062 [1407] validation_0-mae:4121.72852 validation_1-mae:6020.40381 [1408] validation_0-mae:4121.41260 validation_1-mae:6020.21875 [1409] validation_0-mae:4120.50244 validation_1-mae:6020.43359 [1410] validation_0-mae:4120.14453 validation_1-mae:6020.40772 [1411] validation_0-mae:4118.02393 validation_1-mae:6020.39062 [1412] validation_0-mae:4116.72168 validation_1-mae:6020.22461 [1413] validation_0-mae:4115.86719 validation_1-mae:6020.39258 [1414] validation_0-mae:4114.83691 validation_1-mae:6020.73779 [1415] validation_0-mae:4112.97022 validation_1-mae:6020.20361 [1416] validation_0-mae:4112.57910 validation_1-mae:6020.18848 [1417] validation_0-mae:4110.79248 validation_1-mae:6020.07959 [1418] validation_0-mae:4109.52246 validation_1-mae:6020.08447 [1419] validation_0-mae:4108.48389 validation_1-mae:6019.66504 [1420] validation_0-mae:4107.87207 validation_1-mae:6019.31299 [1421] validation_0-mae:4107.01807 validation_1-mae:6019.83203 [1422] validation_0-mae:4106.08838 validation_1-mae:6019.41797 [1423] validation_0-mae:4105.04248 validation_1-mae:6019.41357 [1424] validation_0-mae:4104.06445 validation_1-mae:6019.07764 [1425] validation_0-mae:4102.37939 validation_1-mae:6019.39160 [1426] validation_0-mae:4101.53711 validation_1-mae:6019.36963 [1427] validation_0-mae:4100.83350 validation_1-mae:6019.43066 [1428] validation_0-mae:4099.78369 validation_1-mae:6018.87939 [1429] validation_0-mae:4098.30811 validation_1-mae:6019.54932 [1430] validation_0-mae:4097.51221 validation_1-mae:6019.64648 [1431] validation_0-mae:4097.00928 validation_1-mae:6019.45410 [1432] validation_0-mae:4096.15430 validation_1-mae:6019.34180 [1433] validation_0-mae:4094.96606 validation_1-mae:6019.45264 [1434] validation_0-mae:4093.80127 validation_1-mae:6019.47461 [1435] validation_0-mae:4093.33667 validation_1-mae:6019.41260 [1436] validation_0-mae:4091.35644 validation_1-mae:6020.23730 [1437] validation_0-mae:4091.03296 validation_1-mae:6020.70117 [1438] validation_0-mae:4090.14356 validation_1-mae:6020.64697 [1439] validation_0-mae:4089.50903 validation_1-mae:6020.98682 [1440] validation_0-mae:4088.84253 validation_1-mae:6021.20654 [1441] validation_0-mae:4087.38965 validation_1-mae:6021.56885 [1442] validation_0-mae:4086.73511 validation_1-mae:6021.48584 [1443] validation_0-mae:4085.65381 validation_1-mae:6021.51367 [1444] validation_0-mae:4084.62720 validation_1-mae:6021.22559 [1445] validation_0-mae:4083.79541 validation_1-mae:6021.20361 [1446] validation_0-mae:4082.86255 validation_1-mae:6020.98535 [1447] validation_0-mae:4081.84351 validation_1-mae:6021.09717 [1448] validation_0-mae:4081.04590 validation_1-mae:6021.26221 [1449] validation_0-mae:4080.24878 validation_1-mae:6021.23486 [1450] validation_0-mae:4078.74902 validation_1-mae:6020.30811 [1451] validation_0-mae:4077.97144 validation_1-mae:6020.50732 [1452] validation_0-mae:4077.22070 validation_1-mae:6020.38281 [1453] validation_0-mae:4076.06787 validation_1-mae:6020.23096 [1454] validation_0-mae:4075.80395 validation_1-mae:6020.25098 [1455] validation_0-mae:4075.25659 validation_1-mae:6020.00537 [1456] validation_0-mae:4074.47583 validation_1-mae:6020.08105 [1457] validation_0-mae:4073.25684 validation_1-mae:6020.14209 [1458] validation_0-mae:4072.41113 validation_1-mae:6020.56055 [1459] validation_0-mae:4071.49316 validation_1-mae:6020.32031 [1460] validation_0-mae:4070.31445 validation_1-mae:6019.96631 [1461] validation_0-mae:4069.48828 validation_1-mae:6020.53955 [1462] validation_0-mae:4068.30762 validation_1-mae:6020.02588 [1463] validation_0-mae:4067.58936 validation_1-mae:6020.14014 [1464] validation_0-mae:4066.99316 validation_1-mae:6020.45459 [1465] validation_0-mae:4066.27563 validation_1-mae:6020.61621 [1466] validation_0-mae:4065.93799 validation_1-mae:6020.69629 [1467] validation_0-mae:4064.89356 validation_1-mae:6020.44043 [1468] validation_0-mae:4063.82153 validation_1-mae:6020.55566 [1469] validation_0-mae:4062.98315 validation_1-mae:6020.49463 [1470] validation_0-mae:4061.35034 validation_1-mae:6020.04492 [1471] validation_0-mae:4060.76611 validation_1-mae:6019.87305 [1472] validation_0-mae:4059.71216 validation_1-mae:6019.94922 [1473] validation_0-mae:4058.68750 validation_1-mae:6019.79541 [1474] validation_0-mae:4057.23462 validation_1-mae:6019.82422 [1475] validation_0-mae:4056.74658 validation_1-mae:6019.73584 [1476] validation_0-mae:4056.00757 validation_1-mae:6019.63818 [1477] validation_0-mae:4055.56250 validation_1-mae:6019.52832 [1478] validation_0-mae:4054.85278 validation_1-mae:6019.67383 [1479] validation_0-mae:4053.43823 validation_1-mae:6019.17090 [1480] validation_0-mae:4052.82788 validation_1-mae:6019.32764 [1481] validation_0-mae:4051.95654 validation_1-mae:6019.32520 [1482] validation_0-mae:4051.67725 validation_1-mae:6019.44238 [1483] validation_0-mae:4050.56934 validation_1-mae:6019.46240 [1484] validation_0-mae:4049.72900 validation_1-mae:6019.83496 [1485] validation_0-mae:4049.06641 validation_1-mae:6019.77588 [1486] validation_0-mae:4047.67212 validation_1-mae:6019.95508 [1487] validation_0-mae:4046.51782 validation_1-mae:6019.97070 [1488] validation_0-mae:4045.32690 validation_1-mae:6020.87744 [1489] validation_0-mae:4044.64795 validation_1-mae:6020.87305 [1490] validation_0-mae:4043.05713 validation_1-mae:6020.58105 [1491] validation_0-mae:4041.68188 validation_1-mae:6020.34473 [1492] validation_0-mae:4041.28491 validation_1-mae:6020.51221 [1493] validation_0-mae:4041.06909 validation_1-mae:6020.48535 [1494] validation_0-mae:4040.95703 validation_1-mae:6020.56055 [1495] validation_0-mae:4040.83667 validation_1-mae:6020.61133 [1496] validation_0-mae:4040.32324 validation_1-mae:6020.88428 [1497] validation_0-mae:4039.41064 validation_1-mae:6020.81982 [1498] validation_0-mae:4038.11011 validation_1-mae:6020.73584 [1499] validation_0-mae:4037.42847 validation_1-mae:6021.03223 [1500] validation_0-mae:4035.54419 validation_1-mae:6020.59766 [1501] validation_0-mae:4034.95508 validation_1-mae:6020.56982 [1502] validation_0-mae:4033.97290 validation_1-mae:6020.28027 [1503] validation_0-mae:4032.91431 validation_1-mae:6020.62744 [1504] validation_0-mae:4031.71143 validation_1-mae:6020.52002 [1505] validation_0-mae:4030.78052 validation_1-mae:6020.74853 [1506] validation_0-mae:4030.18774 validation_1-mae:6020.74707 [1507] validation_0-mae:4030.02612 validation_1-mae:6020.76270 [1508] validation_0-mae:4029.32324 validation_1-mae:6020.66602 [1509] validation_0-mae:4028.58398 validation_1-mae:6020.62353 [1510] validation_0-mae:4027.73438 validation_1-mae:6020.42334 [1511] validation_0-mae:4027.45508 validation_1-mae:6020.25342 [1512] validation_0-mae:4027.31909 validation_1-mae:6020.24902 [1513] validation_0-mae:4026.74585 validation_1-mae:6020.26709 [1514] validation_0-mae:4026.39990 validation_1-mae:6020.40332 [1515] validation_0-mae:4026.24878 validation_1-mae:6020.72119 [1516] validation_0-mae:4026.19824 validation_1-mae:6020.76904 [1517] validation_0-mae:4026.02563 validation_1-mae:6020.66162 [1518] validation_0-mae:4024.75488 validation_1-mae:6019.86963 [1519] validation_0-mae:4023.62769 validation_1-mae:6019.79736 [1520] validation_0-mae:4023.17847 validation_1-mae:6019.78711 [1521] validation_0-mae:4022.97192 validation_1-mae:6019.79785 [1522] validation_0-mae:4022.75977 validation_1-mae:6019.91162 [1523] validation_0-mae:4021.38696 validation_1-mae:6020.00195 [1524] validation_0-mae:4020.52588 validation_1-mae:6019.74463 [1525] validation_0-mae:4019.89087 validation_1-mae:6019.67334 [1526] validation_0-mae:4019.55298 validation_1-mae:6019.87109 [1527] validation_0-mae:4018.64868 validation_1-mae:6020.14453 [1528] validation_0-mae:4018.37207 validation_1-mae:6020.27246 [1529] validation_0-mae:4017.59229 validation_1-mae:6020.29980 [1530] validation_0-mae:4016.67578 validation_1-mae:6020.48633 [1531] validation_0-mae:4016.05127 validation_1-mae:6020.29736 [1532] validation_0-mae:4015.33154 validation_1-mae:6020.22022 [1533] validation_0-mae:4014.65430 validation_1-mae:6020.21338 [1534] validation_0-mae:4014.43066 validation_1-mae:6020.19531 [1535] validation_0-mae:4013.90674 validation_1-mae:6020.17285 [1536] validation_0-mae:4012.64673 validation_1-mae:6019.76904 [1537] validation_0-mae:4011.19605 validation_1-mae:6019.38379 [1538] validation_0-mae:4010.50488 validation_1-mae:6019.00439 [1539] validation_0-mae:4009.88745 validation_1-mae:6019.00342 [1540] validation_0-mae:4009.03784 validation_1-mae:6018.92139 [1541] validation_0-mae:4007.64648 validation_1-mae:6018.83936 [1542] validation_0-mae:4006.96460 validation_1-mae:6018.93897 [1543] validation_0-mae:4005.67944 validation_1-mae:6018.74805 [1544] validation_0-mae:4005.24170 validation_1-mae:6018.60986 [1545] validation_0-mae:4004.82544 validation_1-mae:6018.83691 [1546] validation_0-mae:4003.93530 validation_1-mae:6018.79395 [1547] validation_0-mae:4003.02441 validation_1-mae:6018.45020 [1548] validation_0-mae:4001.64941 validation_1-mae:6018.77051 [1549] validation_0-mae:4000.51880 validation_1-mae:6018.38623 [1550] validation_0-mae:4000.02368 validation_1-mae:6018.40820 [1551] validation_0-mae:3999.67700 validation_1-mae:6018.48730 [1552] validation_0-mae:3999.30884 validation_1-mae:6018.42676 [1553] validation_0-mae:3998.59570 validation_1-mae:6018.55225 [1554] validation_0-mae:3997.56519 validation_1-mae:6018.53564 [1555] validation_0-mae:3997.32178 validation_1-mae:6018.46680 [1556] validation_0-mae:3996.26733 validation_1-mae:6018.31055 [1557] validation_0-mae:3994.64795 validation_1-mae:6017.83057 [1558] validation_0-mae:3993.73755 validation_1-mae:6017.16553 [1559] validation_0-mae:3992.85107 validation_1-mae:6017.28320 [1560] validation_0-mae:3991.70019 validation_1-mae:6017.19775 [1561] validation_0-mae:3990.43848 validation_1-mae:6017.15430 [1562] validation_0-mae:3988.59766 validation_1-mae:6017.32422 [1563] validation_0-mae:3987.80713 validation_1-mae:6017.01562 [1564] validation_0-mae:3986.86353 validation_1-mae:6016.93506 [1565] validation_0-mae:3985.97046 validation_1-mae:6017.00830 [1566] validation_0-mae:3985.00586 validation_1-mae:6017.17285 [1567] validation_0-mae:3983.68506 validation_1-mae:6016.91797 [1568] validation_0-mae:3982.36816 validation_1-mae:6016.61475 [1569] validation_0-mae:3980.71094 validation_1-mae:6016.88330 [1570] validation_0-mae:3979.72021 validation_1-mae:6017.15478 [1571] validation_0-mae:3979.18262 validation_1-mae:6016.97461 [1572] validation_0-mae:3978.39307 validation_1-mae:6016.61621 [1573] validation_0-mae:3978.05444 validation_1-mae:6016.81592 [1574] validation_0-mae:3976.73755 validation_1-mae:6016.65869 [1575] validation_0-mae:3976.10791 validation_1-mae:6016.99756 [1576] validation_0-mae:3975.39160 validation_1-mae:6017.38525 [1577] validation_0-mae:3974.44116 validation_1-mae:6017.85205 [1578] validation_0-mae:3973.88403 validation_1-mae:6017.83984 [1579] validation_0-mae:3973.15137 validation_1-mae:6017.80078 [1580] validation_0-mae:3972.44897 validation_1-mae:6017.73926 [1581] validation_0-mae:3971.60034 validation_1-mae:6017.70020 [1582] validation_0-mae:3970.89429 validation_1-mae:6017.22119 [1583] validation_0-mae:3970.22339 validation_1-mae:6016.89795 [1584] validation_0-mae:3969.43115 validation_1-mae:6016.74219 [1585] validation_0-mae:3968.36182 validation_1-mae:6017.03857 [1586] validation_0-mae:3966.90015 validation_1-mae:6016.72266 [1587] validation_0-mae:3965.24341 validation_1-mae:6015.93213 [1588] validation_0-mae:3963.96069 validation_1-mae:6015.88330 [1589] validation_0-mae:3962.78076 validation_1-mae:6015.63184 [1590] validation_0-mae:3961.43506 validation_1-mae:6015.30762 [1591] validation_0-mae:3960.64722 validation_1-mae:6015.04150 [1592] validation_0-mae:3959.28833 validation_1-mae:6014.95752 [1593] validation_0-mae:3958.27710 validation_1-mae:6015.69678 [1594] validation_0-mae:3957.54810 validation_1-mae:6015.56103 [1595] validation_0-mae:3956.18359 validation_1-mae:6015.58301 [1596] validation_0-mae:3955.48682 validation_1-mae:6015.86768 [1597] validation_0-mae:3954.72803 validation_1-mae:6016.00049 [1598] validation_0-mae:3954.14209 validation_1-mae:6016.31641 [1599] validation_0-mae:3953.60059 validation_1-mae:6016.56103 [1600] validation_0-mae:3953.08057 validation_1-mae:6016.64355 [1601] validation_0-mae:3952.48535 validation_1-mae:6016.86279 [1602] validation_0-mae:3951.73535 validation_1-mae:6016.98291 [1603] validation_0-mae:3950.64990 validation_1-mae:6016.88770 [1604] validation_0-mae:3949.71606 validation_1-mae:6017.08447 [1605] validation_0-mae:3948.96948 validation_1-mae:6017.18115 [1606] validation_0-mae:3948.21729 validation_1-mae:6016.94482 [1607] validation_0-mae:3946.94482 validation_1-mae:6017.09131 [1608] validation_0-mae:3946.39307 validation_1-mae:6017.07275 [1609] validation_0-mae:3944.84912 validation_1-mae:6017.24170 [1610] validation_0-mae:3943.71387 validation_1-mae:6017.17334 [1611] validation_0-mae:3942.76123 validation_1-mae:6016.85254 [1612] validation_0-mae:3942.00220 validation_1-mae:6017.03174 [1613] validation_0-mae:3940.51562 validation_1-mae:6017.08984 [1614] validation_0-mae:3940.01807 validation_1-mae:6017.25684 [1615] validation_0-mae:3939.63623 validation_1-mae:6017.45068 [1616] validation_0-mae:3939.36231 validation_1-mae:6017.71680 [1617] validation_0-mae:3938.47412 validation_1-mae:6017.82178 [1618] validation_0-mae:3937.49683 validation_1-mae:6017.38916 [1619] validation_0-mae:3936.43237 validation_1-mae:6017.39062 [1620] validation_0-mae:3935.68872 validation_1-mae:6017.24463 [1621] validation_0-mae:3934.58374 validation_1-mae:6017.41797 [1622] validation_0-mae:3934.13794 validation_1-mae:6017.29834 [1623] validation_0-mae:3933.43970 validation_1-mae:6017.03223 [1624] validation_0-mae:3932.81836 validation_1-mae:6017.13184 [1625] validation_0-mae:3931.50781 validation_1-mae:6017.65723 [1626] validation_0-mae:3931.06274 validation_1-mae:6017.33398 [1627] validation_0-mae:3929.94849 validation_1-mae:6017.42285 [1628] validation_0-mae:3929.21191 validation_1-mae:6017.15625 [1629] validation_0-mae:3928.08398 validation_1-mae:6017.43848 [1630] validation_0-mae:3927.93701 validation_1-mae:6017.37500 [1631] validation_0-mae:3927.41064 validation_1-mae:6017.54102 [1632] validation_0-mae:3926.56030 validation_1-mae:6017.58496 [1633] validation_0-mae:3925.73169 validation_1-mae:6017.18945 [1634] validation_0-mae:3925.31519 validation_1-mae:6017.27344 [1635] validation_0-mae:3924.75244 validation_1-mae:6017.09228 [1636] validation_0-mae:3924.15649 validation_1-mae:6016.96680 [1637] validation_0-mae:3923.00415 validation_1-mae:6016.68506 [1638] validation_0-mae:3922.58594 validation_1-mae:6016.78223 [1639] validation_0-mae:3922.29248 validation_1-mae:6016.80273 [1640] validation_0-mae:3921.65161 validation_1-mae:6016.69287 [1641] validation_0-mae:3920.77100 validation_1-mae:6016.11182 [1642] validation_0-mae:3919.70459 validation_1-mae:6016.20215 [1643] validation_0-mae:3918.64795 validation_1-mae:6016.27686 [1644] validation_0-mae:3917.82422 validation_1-mae:6016.31494 [1645] validation_0-mae:3917.12012 validation_1-mae:6016.62402 [1646] validation_0-mae:3916.27417 validation_1-mae:6017.01123 [1647] validation_0-mae:3915.68140 validation_1-mae:6016.91162 [1648] validation_0-mae:3915.28174 validation_1-mae:6016.89209 [1649] validation_0-mae:3914.54443 validation_1-mae:6017.15869 [1650] validation_0-mae:3913.75415 validation_1-mae:6017.78027 [1651] validation_0-mae:3912.91675 validation_1-mae:6017.73438 [1652] validation_0-mae:3912.02539 validation_1-mae:6017.99268 [1653] validation_0-mae:3911.54736 validation_1-mae:6017.80225 [1654] validation_0-mae:3910.41357 validation_1-mae:6017.39990 [1655] validation_0-mae:3908.94434 validation_1-mae:6016.90967 [1656] validation_0-mae:3907.84473 validation_1-mae:6016.69092 [1657] validation_0-mae:3907.15137 validation_1-mae:6016.86768 [1658] validation_0-mae:3906.60669 validation_1-mae:6016.74268 [1659] validation_0-mae:3906.01709 validation_1-mae:6016.47363 [1660] validation_0-mae:3905.43628 validation_1-mae:6016.41602 [1661] validation_0-mae:3904.70728 validation_1-mae:6016.55518 [1662] validation_0-mae:3903.03247 validation_1-mae:6015.97119 [1663] validation_0-mae:3902.49268 validation_1-mae:6016.24609 [1664] validation_0-mae:3901.30566 validation_1-mae:6016.31397 [1665] validation_0-mae:3899.89380 validation_1-mae:6016.04541 [1666] validation_0-mae:3899.52051 validation_1-mae:6016.31982 [1667] validation_0-mae:3899.10278 validation_1-mae:6016.68213 [1668] validation_0-mae:3898.34229 validation_1-mae:6016.49707 [1669] validation_0-mae:3897.65234 validation_1-mae:6016.55176 [1670] validation_0-mae:3896.98926 validation_1-mae:6016.57617 [1671] validation_0-mae:3895.75391 validation_1-mae:6016.36182 [1672] validation_0-mae:3894.94434 validation_1-mae:6016.40772 [1673] validation_0-mae:3894.39136 validation_1-mae:6016.43066 [1674] validation_0-mae:3894.15942 validation_1-mae:6016.57471 [1675] validation_0-mae:3893.55225 validation_1-mae:6016.62988 [1676] validation_0-mae:3893.15869 validation_1-mae:6016.76221 [1677] validation_0-mae:3892.81079 validation_1-mae:6016.60010 [1678] validation_0-mae:3892.22168 validation_1-mae:6017.10889 [1679] validation_0-mae:3891.42725 validation_1-mae:6017.12207 [1680] validation_0-mae:3891.24927 validation_1-mae:6017.18359 [1681] validation_0-mae:3890.82373 validation_1-mae:6017.20898 [1682] validation_0-mae:3890.69897 validation_1-mae:6017.15869 [1683] validation_0-mae:3890.15161 validation_1-mae:6017.28564 [1684] validation_0-mae:3888.98926 validation_1-mae:6017.39307 [1685] validation_0-mae:3888.34766 validation_1-mae:6017.45703 [1686] validation_0-mae:3887.44727 validation_1-mae:6017.04395 [1687] validation_0-mae:3886.42578 validation_1-mae:6017.33643 [1688] validation_0-mae:3885.78906 validation_1-mae:6017.51318 [1689] validation_0-mae:3885.29883 validation_1-mae:6017.49072 [1690] validation_0-mae:3885.09570 validation_1-mae:6017.43359 [1691] validation_0-mae:3884.91968 validation_1-mae:6017.64404 [1692] validation_0-mae:3883.59839 validation_1-mae:6017.56934 [1693] validation_0-mae:3882.31738 validation_1-mae:6017.41162 [1694] validation_0-mae:3881.51123 validation_1-mae:6017.45410 [1695] validation_0-mae:3880.85644 validation_1-mae:6017.57568 [1696] validation_0-mae:3880.44678 validation_1-mae:6017.51123 [1697] validation_0-mae:3879.40039 validation_1-mae:6017.97266 [1698] validation_0-mae:3878.56641 validation_1-mae:6017.86182 [1699] validation_0-mae:3878.02905 validation_1-mae:6017.99023 Dropping: pryw [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.80371 validation_1-mae:9622.95019 [14] validation_0-mae:9418.69336 validation_1-mae:9232.30078 [15] validation_0-mae:9084.21289 validation_1-mae:8904.87988 [16] validation_0-mae:8802.56641 validation_1-mae:8633.47754 [17] validation_0-mae:8567.59277 validation_1-mae:8407.86523 [18] validation_0-mae:8374.69629 validation_1-mae:8219.55859 [19] validation_0-mae:8212.55078 validation_1-mae:8065.71826 [20] validation_0-mae:8070.89062 validation_1-mae:7941.09180 [21] validation_0-mae:7947.79297 validation_1-mae:7833.39160 [22] validation_0-mae:7849.16113 validation_1-mae:7743.61572 [23] validation_0-mae:7765.18994 validation_1-mae:7672.04199 [24] validation_0-mae:7681.93213 validation_1-mae:7596.17920 [25] validation_0-mae:7610.30615 validation_1-mae:7535.00635 [26] validation_0-mae:7554.46484 validation_1-mae:7488.29688 [27] validation_0-mae:7495.63037 validation_1-mae:7436.64941 [28] validation_0-mae:7441.85156 validation_1-mae:7388.92529 [29] validation_0-mae:7395.57861 validation_1-mae:7346.70020 [30] validation_0-mae:7349.42578 validation_1-mae:7307.27783 [31] validation_0-mae:7319.61182 validation_1-mae:7287.42334 [32] validation_0-mae:7289.73730 validation_1-mae:7266.21728 [33] validation_0-mae:7252.96582 validation_1-mae:7237.25342 [34] validation_0-mae:7224.29443 validation_1-mae:7217.61572 [35] validation_0-mae:7201.72510 validation_1-mae:7203.05225 [36] validation_0-mae:7180.04932 validation_1-mae:7193.13037 [37] validation_0-mae:7151.73584 validation_1-mae:7169.02686 [38] validation_0-mae:7135.38135 validation_1-mae:7159.18945 [39] validation_0-mae:7117.45703 validation_1-mae:7149.14502 [40] validation_0-mae:7098.09131 validation_1-mae:7137.99414 [41] validation_0-mae:7078.34814 validation_1-mae:7125.77002 [42] validation_0-mae:7062.44385 validation_1-mae:7111.74268 [43] validation_0-mae:7035.99707 validation_1-mae:7091.54590 [44] validation_0-mae:7020.50000 validation_1-mae:7083.60742 [45] validation_0-mae:7001.86279 validation_1-mae:7069.50000 [46] validation_0-mae:6987.72803 validation_1-mae:7059.24756 [47] validation_0-mae:6967.06934 validation_1-mae:7043.59326 [48] validation_0-mae:6944.41455 validation_1-mae:7025.19678 [49] validation_0-mae:6927.23291 validation_1-mae:7010.13330 [50] validation_0-mae:6916.13965 validation_1-mae:7003.97168 [51] validation_0-mae:6903.97559 validation_1-mae:6998.81250 [52] validation_0-mae:6891.61230 validation_1-mae:6991.77978 [53] validation_0-mae:6872.59961 validation_1-mae:6978.45605 [54] validation_0-mae:6858.69824 validation_1-mae:6967.89258 [55] validation_0-mae:6842.22119 validation_1-mae:6953.86182 [56] validation_0-mae:6823.76562 validation_1-mae:6938.67236 [57] validation_0-mae:6804.28027 validation_1-mae:6922.09473 [58] validation_0-mae:6794.57227 validation_1-mae:6914.14160 [59] validation_0-mae:6784.60986 validation_1-mae:6907.88770 [60] validation_0-mae:6774.93262 validation_1-mae:6900.79102 [61] validation_0-mae:6761.14160 validation_1-mae:6889.67969 [62] validation_0-mae:6752.46728 validation_1-mae:6881.41553 [63] validation_0-mae:6740.09082 validation_1-mae:6870.26123 [64] validation_0-mae:6728.99561 validation_1-mae:6864.12109 [65] validation_0-mae:6716.15820 validation_1-mae:6853.96728 [66] validation_0-mae:6706.61230 validation_1-mae:6849.81445 [67] validation_0-mae:6695.32910 validation_1-mae:6843.62109 [68] validation_0-mae:6682.39600 validation_1-mae:6836.25732 [69] validation_0-mae:6674.06250 validation_1-mae:6832.58154 [70] validation_0-mae:6654.74951 validation_1-mae:6813.89160 [71] validation_0-mae:6637.64551 validation_1-mae:6800.44482 [72] validation_0-mae:6625.15137 validation_1-mae:6791.49219 [73] validation_0-mae:6617.62500 validation_1-mae:6784.99853 [74] validation_0-mae:6606.15039 validation_1-mae:6778.17432 [75] validation_0-mae:6598.64893 validation_1-mae:6773.92090 [76] validation_0-mae:6589.05713 validation_1-mae:6766.37939 [77] validation_0-mae:6578.40576 validation_1-mae:6759.45654 [78] validation_0-mae:6568.38135 validation_1-mae:6753.56689 [79] validation_0-mae:6554.44482 validation_1-mae:6744.70752 [80] validation_0-mae:6546.98633 validation_1-mae:6739.68311 [81] validation_0-mae:6538.85645 validation_1-mae:6735.41260 [82] validation_0-mae:6524.37402 validation_1-mae:6724.02783 [83] validation_0-mae:6510.63428 validation_1-mae:6712.93262 [84] validation_0-mae:6501.72217 validation_1-mae:6706.07227 [85] validation_0-mae:6494.74658 validation_1-mae:6703.32080 [86] validation_0-mae:6486.12988 validation_1-mae:6696.57520 [87] validation_0-mae:6480.18603 validation_1-mae:6692.25488 [88] validation_0-mae:6471.21338 validation_1-mae:6686.65723 [89] validation_0-mae:6457.51562 validation_1-mae:6676.34277 [90] validation_0-mae:6453.32129 validation_1-mae:6672.87793 [91] validation_0-mae:6444.71191 validation_1-mae:6667.87451 [92] validation_0-mae:6435.83691 validation_1-mae:6660.01123 [93] validation_0-mae:6429.28125 validation_1-mae:6655.66016 [94] validation_0-mae:6424.23486 validation_1-mae:6651.73828 [95] validation_0-mae:6418.96436 validation_1-mae:6649.68115 [96] validation_0-mae:6413.80908 validation_1-mae:6645.88379 [97] validation_0-mae:6411.99170 validation_1-mae:6644.99170 [98] validation_0-mae:6403.18506 validation_1-mae:6639.05127 [99] validation_0-mae:6393.96338 validation_1-mae:6632.68115 [100] validation_0-mae:6387.83740 validation_1-mae:6628.58691 [101] validation_0-mae:6380.31445 validation_1-mae:6622.47412 [102] validation_0-mae:6375.70215 validation_1-mae:6619.48730 [103] validation_0-mae:6370.15820 validation_1-mae:6613.80078 [104] validation_0-mae:6365.66357 validation_1-mae:6611.71875 [105] validation_0-mae:6362.49951 validation_1-mae:6608.77832 [106] validation_0-mae:6355.99121 validation_1-mae:6605.94580 [107] validation_0-mae:6349.85645 validation_1-mae:6601.02783 [108] validation_0-mae:6345.87109 validation_1-mae:6599.66016 [109] validation_0-mae:6339.60010 validation_1-mae:6594.81543 [110] validation_0-mae:6331.70850 validation_1-mae:6588.68018 [111] validation_0-mae:6326.47656 validation_1-mae:6585.57764 [112] validation_0-mae:6316.69629 validation_1-mae:6580.70605 [113] validation_0-mae:6309.96191 validation_1-mae:6577.93652 [114] validation_0-mae:6308.06738 validation_1-mae:6575.87647 [115] validation_0-mae:6303.23145 validation_1-mae:6572.84619 [116] validation_0-mae:6295.72607 validation_1-mae:6568.36572 [117] validation_0-mae:6289.38770 validation_1-mae:6565.51367 [118] validation_0-mae:6286.67383 validation_1-mae:6564.60303 [119] validation_0-mae:6273.75000 validation_1-mae:6552.75488 [120] validation_0-mae:6268.67090 validation_1-mae:6551.42578 [121] validation_0-mae:6266.40625 validation_1-mae:6550.93066 [122] validation_0-mae:6259.72314 validation_1-mae:6548.60645 [123] validation_0-mae:6251.93506 validation_1-mae:6542.62695 [124] validation_0-mae:6244.91455 validation_1-mae:6537.47852 [125] validation_0-mae:6238.12891 validation_1-mae:6534.20898 [126] validation_0-mae:6233.05518 validation_1-mae:6530.61377 [127] validation_0-mae:6230.38867 validation_1-mae:6528.93262 [128] validation_0-mae:6224.36279 validation_1-mae:6526.26709 [129] validation_0-mae:6213.17285 validation_1-mae:6517.55127 [130] validation_0-mae:6208.63379 validation_1-mae:6515.59228 [131] validation_0-mae:6203.22022 validation_1-mae:6511.60498 [132] validation_0-mae:6198.57666 validation_1-mae:6510.10742 [133] validation_0-mae:6195.52930 validation_1-mae:6507.92822 [134] validation_0-mae:6188.97412 validation_1-mae:6505.40332 [135] validation_0-mae:6187.02930 validation_1-mae:6504.25147 [136] validation_0-mae:6175.92432 validation_1-mae:6497.82812 [137] validation_0-mae:6171.77100 validation_1-mae:6497.25391 [138] validation_0-mae:6165.69531 validation_1-mae:6493.47461 [139] validation_0-mae:6162.85449 validation_1-mae:6492.84180 [140] validation_0-mae:6157.81787 validation_1-mae:6489.69727 [141] validation_0-mae:6153.57178 validation_1-mae:6487.35059 [142] validation_0-mae:6151.03418 validation_1-mae:6485.75781 [143] validation_0-mae:6145.55664 validation_1-mae:6482.72070 [144] validation_0-mae:6137.89160 validation_1-mae:6477.00830 [145] validation_0-mae:6134.02832 validation_1-mae:6473.77588 [146] validation_0-mae:6128.41016 validation_1-mae:6470.23047 [147] validation_0-mae:6122.59228 validation_1-mae:6469.64160 [148] validation_0-mae:6119.78711 validation_1-mae:6467.69385 [149] validation_0-mae:6113.99316 validation_1-mae:6463.42285 [150] validation_0-mae:6109.18848 validation_1-mae:6459.80811 [151] validation_0-mae:6104.30176 validation_1-mae:6457.38770 [152] validation_0-mae:6099.40869 validation_1-mae:6456.45312 [153] validation_0-mae:6096.86914 validation_1-mae:6455.25732 [154] validation_0-mae:6094.58545 validation_1-mae:6453.49072 [155] validation_0-mae:6090.36865 validation_1-mae:6451.10791 [156] validation_0-mae:6087.71777 validation_1-mae:6450.22998 [157] validation_0-mae:6084.92773 validation_1-mae:6449.90283 [158] validation_0-mae:6079.41650 validation_1-mae:6447.18018 [159] validation_0-mae:6075.66992 validation_1-mae:6445.57275 [160] validation_0-mae:6073.27637 validation_1-mae:6443.72998 [161] validation_0-mae:6070.89453 validation_1-mae:6444.08447 [162] validation_0-mae:6068.71631 validation_1-mae:6443.31103 [163] validation_0-mae:6063.13867 validation_1-mae:6439.97998 [164] validation_0-mae:6059.02295 validation_1-mae:6437.67920 [165] validation_0-mae:6055.80029 validation_1-mae:6437.24414 [166] validation_0-mae:6052.54004 validation_1-mae:6435.85254 [167] validation_0-mae:6049.79297 validation_1-mae:6434.26660 [168] validation_0-mae:6045.00879 validation_1-mae:6431.40283 [169] validation_0-mae:6041.47705 validation_1-mae:6431.15234 [170] validation_0-mae:6037.04248 validation_1-mae:6429.34375 [171] validation_0-mae:6030.56836 validation_1-mae:6423.50830 [172] validation_0-mae:6027.44922 validation_1-mae:6422.67334 [173] validation_0-mae:6026.18603 validation_1-mae:6421.93115 [174] validation_0-mae:6022.58350 validation_1-mae:6420.50049 [175] validation_0-mae:6019.09180 validation_1-mae:6419.49707 [176] validation_0-mae:6015.12695 validation_1-mae:6417.14600 [177] validation_0-mae:6012.74268 validation_1-mae:6415.34570 [178] validation_0-mae:6007.76367 validation_1-mae:6411.70947 [179] validation_0-mae:6003.52832 validation_1-mae:6409.69189 [180] validation_0-mae:5996.49023 validation_1-mae:6406.19922 [181] validation_0-mae:5991.96094 validation_1-mae:6403.36475 [182] validation_0-mae:5989.23779 validation_1-mae:6402.87402 [183] validation_0-mae:5986.52051 validation_1-mae:6401.80127 [184] validation_0-mae:5985.16699 validation_1-mae:6401.09375 [185] validation_0-mae:5981.06445 validation_1-mae:6401.33789 [186] validation_0-mae:5978.48877 validation_1-mae:6400.10596 [187] validation_0-mae:5974.24463 validation_1-mae:6398.03857 [188] validation_0-mae:5972.79150 validation_1-mae:6397.36475 [189] validation_0-mae:5969.41504 validation_1-mae:6395.06201 [190] validation_0-mae:5965.88770 validation_1-mae:6395.00830 [191] validation_0-mae:5961.58496 validation_1-mae:6392.41895 [192] validation_0-mae:5957.37109 validation_1-mae:6390.83594 [193] validation_0-mae:5954.24023 validation_1-mae:6390.40234 [194] validation_0-mae:5951.53174 validation_1-mae:6390.75537 [195] validation_0-mae:5948.25684 validation_1-mae:6388.45703 [196] validation_0-mae:5945.59033 validation_1-mae:6386.81592 [197] validation_0-mae:5941.74609 validation_1-mae:6387.90674 [198] validation_0-mae:5935.45459 validation_1-mae:6386.01660 [199] validation_0-mae:5931.08643 validation_1-mae:6382.78955 [200] validation_0-mae:5928.29932 validation_1-mae:6381.56543 [201] validation_0-mae:5926.08447 validation_1-mae:6380.18311 [202] validation_0-mae:5924.22510 validation_1-mae:6380.29980 [203] validation_0-mae:5923.12744 validation_1-mae:6380.46240 [204] validation_0-mae:5921.30127 validation_1-mae:6379.99512 [205] validation_0-mae:5919.85889 validation_1-mae:6379.58057 [206] validation_0-mae:5916.00732 validation_1-mae:6377.84033 [207] validation_0-mae:5911.06103 validation_1-mae:6375.95850 [208] validation_0-mae:5909.08154 validation_1-mae:6375.65576 [209] validation_0-mae:5906.05371 validation_1-mae:6374.44092 [210] validation_0-mae:5905.18994 validation_1-mae:6374.68799 [211] validation_0-mae:5901.47070 validation_1-mae:6373.01318 [212] validation_0-mae:5896.73291 validation_1-mae:6369.85596 [213] validation_0-mae:5893.24365 validation_1-mae:6367.58643 [214] validation_0-mae:5891.65674 validation_1-mae:6366.59424 [215] validation_0-mae:5888.73145 validation_1-mae:6366.90918 [216] validation_0-mae:5887.51660 validation_1-mae:6365.91602 [217] validation_0-mae:5883.95068 validation_1-mae:6363.77100 [218] validation_0-mae:5881.12939 validation_1-mae:6362.88428 [219] validation_0-mae:5878.17285 validation_1-mae:6362.02246 [220] validation_0-mae:5875.72754 validation_1-mae:6359.78369 [221] validation_0-mae:5873.09424 validation_1-mae:6360.12695 [222] validation_0-mae:5870.91406 validation_1-mae:6359.10889 [223] validation_0-mae:5868.74902 validation_1-mae:6358.31445 [224] validation_0-mae:5866.46826 validation_1-mae:6357.96436 [225] validation_0-mae:5863.23828 validation_1-mae:6357.26465 [226] validation_0-mae:5862.36572 validation_1-mae:6357.84912 [227] validation_0-mae:5857.40772 validation_1-mae:6354.49658 [228] validation_0-mae:5855.14551 validation_1-mae:6354.15381 [229] validation_0-mae:5852.60498 validation_1-mae:6353.78027 [230] validation_0-mae:5848.91504 validation_1-mae:6352.52978 [231] validation_0-mae:5845.86182 validation_1-mae:6351.11621 [232] validation_0-mae:5842.05469 validation_1-mae:6348.16309 [233] validation_0-mae:5837.67236 validation_1-mae:6347.77148 [234] validation_0-mae:5832.11426 validation_1-mae:6342.98633 [235] validation_0-mae:5829.70166 validation_1-mae:6342.67285 [236] validation_0-mae:5826.74414 validation_1-mae:6341.43994 [237] validation_0-mae:5824.23779 validation_1-mae:6340.64404 [238] validation_0-mae:5823.09082 validation_1-mae:6340.15674 [239] validation_0-mae:5819.65625 validation_1-mae:6338.46387 [240] validation_0-mae:5817.80029 validation_1-mae:6337.22900 [241] validation_0-mae:5816.13086 validation_1-mae:6336.35547 [242] validation_0-mae:5814.56787 validation_1-mae:6337.02148 [243] validation_0-mae:5812.02393 validation_1-mae:6336.65039 [244] validation_0-mae:5809.04199 validation_1-mae:6335.59717 [245] validation_0-mae:5805.65088 validation_1-mae:6334.59619 [246] validation_0-mae:5802.70752 validation_1-mae:6332.90234 [247] validation_0-mae:5798.81836 validation_1-mae:6331.49707 [248] validation_0-mae:5795.34228 validation_1-mae:6328.41309 [249] validation_0-mae:5792.74853 validation_1-mae:6327.41113 [250] validation_0-mae:5790.46484 validation_1-mae:6326.05420 [251] validation_0-mae:5786.20801 validation_1-mae:6324.40967 [252] validation_0-mae:5782.84180 validation_1-mae:6323.29297 [253] validation_0-mae:5781.04004 validation_1-mae:6323.30176 [254] validation_0-mae:5780.32471 validation_1-mae:6323.48535 [255] validation_0-mae:5778.57031 validation_1-mae:6323.24121 [256] validation_0-mae:5776.75830 validation_1-mae:6322.26953 [257] validation_0-mae:5776.40478 validation_1-mae:6322.98584 [258] validation_0-mae:5773.46240 validation_1-mae:6323.12061 [259] validation_0-mae:5771.42139 validation_1-mae:6322.65381 [260] validation_0-mae:5766.54932 validation_1-mae:6320.49023 [261] validation_0-mae:5761.12793 validation_1-mae:6316.95459 [262] validation_0-mae:5757.45020 validation_1-mae:6317.14307 [263] validation_0-mae:5754.17090 validation_1-mae:6315.87598 [264] validation_0-mae:5751.92627 validation_1-mae:6316.34424 [265] validation_0-mae:5748.28564 validation_1-mae:6314.76221 [266] validation_0-mae:5745.72607 validation_1-mae:6311.94336 [267] validation_0-mae:5743.52490 validation_1-mae:6311.15478 [268] validation_0-mae:5738.88330 validation_1-mae:6309.05322 [269] validation_0-mae:5731.93066 validation_1-mae:6303.65674 [270] validation_0-mae:5727.92188 validation_1-mae:6302.05273 [271] validation_0-mae:5725.19971 validation_1-mae:6301.34180 [272] validation_0-mae:5723.13184 validation_1-mae:6300.84228 [273] validation_0-mae:5720.83496 validation_1-mae:6299.93457 [274] validation_0-mae:5720.25293 validation_1-mae:6299.91797 [275] validation_0-mae:5716.83350 validation_1-mae:6298.52588 [276] validation_0-mae:5714.77100 validation_1-mae:6298.68457 [277] validation_0-mae:5711.41260 validation_1-mae:6296.84180 [278] validation_0-mae:5710.49512 validation_1-mae:6296.57617 [279] validation_0-mae:5707.69824 validation_1-mae:6295.98486 [280] validation_0-mae:5704.76953 validation_1-mae:6294.97363 [281] validation_0-mae:5703.68408 validation_1-mae:6294.63135 [282] validation_0-mae:5702.51465 validation_1-mae:6294.81152 [283] validation_0-mae:5701.37793 validation_1-mae:6294.60547 [284] validation_0-mae:5700.89600 validation_1-mae:6294.48340 [285] validation_0-mae:5699.50977 validation_1-mae:6293.50977 [286] validation_0-mae:5697.67773 validation_1-mae:6293.12842 [287] validation_0-mae:5695.35107 validation_1-mae:6291.01855 [288] validation_0-mae:5692.97363 validation_1-mae:6290.77246 [289] validation_0-mae:5687.45459 validation_1-mae:6286.92578 [290] validation_0-mae:5684.33203 validation_1-mae:6286.71436 [291] validation_0-mae:5682.77344 validation_1-mae:6286.59570 [292] validation_0-mae:5680.96484 validation_1-mae:6286.54004 [293] validation_0-mae:5680.11865 validation_1-mae:6285.51465 [294] validation_0-mae:5678.11670 validation_1-mae:6284.25830 [295] validation_0-mae:5676.89990 validation_1-mae:6284.03955 [296] validation_0-mae:5674.32422 validation_1-mae:6282.58643 [297] validation_0-mae:5670.57520 validation_1-mae:6280.86523 [298] validation_0-mae:5669.34619 validation_1-mae:6281.09814 [299] validation_0-mae:5665.50830 validation_1-mae:6278.22949 [300] validation_0-mae:5663.80566 validation_1-mae:6278.44629 [301] validation_0-mae:5661.99561 validation_1-mae:6278.77393 [302] validation_0-mae:5659.16455 validation_1-mae:6277.64844 [303] validation_0-mae:5657.22217 validation_1-mae:6276.99902 [304] validation_0-mae:5655.14453 validation_1-mae:6275.97022 [305] validation_0-mae:5652.33496 validation_1-mae:6274.72949 [306] validation_0-mae:5649.65234 validation_1-mae:6273.19971 [307] validation_0-mae:5648.21240 validation_1-mae:6273.71924 [308] validation_0-mae:5646.40039 validation_1-mae:6273.05371 [309] validation_0-mae:5644.94287 validation_1-mae:6273.18994 [310] validation_0-mae:5642.14795 validation_1-mae:6274.03027 [311] validation_0-mae:5639.46631 validation_1-mae:6273.16406 [312] validation_0-mae:5636.83057 validation_1-mae:6272.20605 [313] validation_0-mae:5634.30762 validation_1-mae:6270.05371 [314] validation_0-mae:5632.04492 validation_1-mae:6269.46631 [315] validation_0-mae:5630.29932 validation_1-mae:6268.07764 [316] validation_0-mae:5627.22949 validation_1-mae:6267.23486 [317] validation_0-mae:5624.80225 validation_1-mae:6264.96582 [318] validation_0-mae:5621.72119 validation_1-mae:6264.76807 [319] validation_0-mae:5618.33105 validation_1-mae:6263.56934 [320] validation_0-mae:5615.27686 validation_1-mae:6262.95703 [321] validation_0-mae:5612.92725 validation_1-mae:6263.15967 [322] validation_0-mae:5610.32324 validation_1-mae:6263.42529 [323] validation_0-mae:5607.93506 validation_1-mae:6262.87549 [324] validation_0-mae:5600.62353 validation_1-mae:6259.29443 [325] validation_0-mae:5597.04883 validation_1-mae:6257.53857 [326] validation_0-mae:5595.12647 validation_1-mae:6255.95752 [327] validation_0-mae:5593.86670 validation_1-mae:6255.34961 [328] validation_0-mae:5589.45166 validation_1-mae:6252.81445 [329] validation_0-mae:5587.29688 validation_1-mae:6252.25732 [330] validation_0-mae:5586.91992 validation_1-mae:6252.08398 [331] validation_0-mae:5584.58691 validation_1-mae:6251.20410 [332] validation_0-mae:5584.25928 validation_1-mae:6251.41748 [333] validation_0-mae:5581.92871 validation_1-mae:6250.73926 [334] validation_0-mae:5579.65283 validation_1-mae:6250.15137 [335] validation_0-mae:5576.73779 validation_1-mae:6249.40576 [336] validation_0-mae:5572.07715 validation_1-mae:6247.80615 [337] validation_0-mae:5568.21582 validation_1-mae:6247.34814 [338] validation_0-mae:5565.54346 validation_1-mae:6247.23096 [339] validation_0-mae:5563.67188 validation_1-mae:6246.61035 [340] validation_0-mae:5562.97070 validation_1-mae:6246.47168 [341] validation_0-mae:5559.80225 validation_1-mae:6244.84326 [342] validation_0-mae:5557.56152 validation_1-mae:6244.11133 [343] validation_0-mae:5554.74463 validation_1-mae:6243.72949 [344] validation_0-mae:5552.02588 validation_1-mae:6243.04688 [345] validation_0-mae:5551.04834 validation_1-mae:6242.60889 [346] validation_0-mae:5549.65869 validation_1-mae:6242.38965 [347] validation_0-mae:5548.30469 validation_1-mae:6241.31787 [348] validation_0-mae:5546.47754 validation_1-mae:6241.01807 [349] validation_0-mae:5544.80420 validation_1-mae:6240.86328 [350] validation_0-mae:5544.45020 validation_1-mae:6240.65478 [351] validation_0-mae:5540.65576 validation_1-mae:6239.39502 [352] validation_0-mae:5538.29346 validation_1-mae:6237.71484 [353] validation_0-mae:5535.64795 validation_1-mae:6237.15381 [354] validation_0-mae:5533.37500 validation_1-mae:6237.15137 [355] validation_0-mae:5531.65527 validation_1-mae:6236.97998 [356] validation_0-mae:5528.79541 validation_1-mae:6236.56006 [357] validation_0-mae:5527.55566 validation_1-mae:6235.59912 [358] validation_0-mae:5523.81738 validation_1-mae:6235.02783 [359] validation_0-mae:5521.65723 validation_1-mae:6234.29248 [360] validation_0-mae:5519.67969 validation_1-mae:6233.45654 [361] validation_0-mae:5518.14209 validation_1-mae:6233.66211 [362] validation_0-mae:5516.20703 validation_1-mae:6233.49268 [363] validation_0-mae:5514.30908 validation_1-mae:6233.17334 [364] validation_0-mae:5511.66406 validation_1-mae:6231.91064 [365] validation_0-mae:5507.13477 validation_1-mae:6229.53467 [366] validation_0-mae:5503.97119 validation_1-mae:6228.70459 [367] validation_0-mae:5503.44482 validation_1-mae:6228.69922 [368] validation_0-mae:5501.28320 validation_1-mae:6228.27686 [369] validation_0-mae:5499.76660 validation_1-mae:6229.02539 [370] validation_0-mae:5498.10791 validation_1-mae:6229.22949 [371] validation_0-mae:5497.17432 validation_1-mae:6229.06299 [372] validation_0-mae:5493.70459 validation_1-mae:6228.78516 [373] validation_0-mae:5491.77783 validation_1-mae:6227.94482 [374] validation_0-mae:5489.40625 validation_1-mae:6227.02393 [375] validation_0-mae:5487.97217 validation_1-mae:6226.66895 [376] validation_0-mae:5485.85059 validation_1-mae:6226.02588 [377] validation_0-mae:5485.29688 validation_1-mae:6226.19922 [378] validation_0-mae:5483.59082 validation_1-mae:6225.37549 [379] validation_0-mae:5481.26270 validation_1-mae:6225.92334 [380] validation_0-mae:5479.06348 validation_1-mae:6225.97119 [381] validation_0-mae:5477.87207 validation_1-mae:6225.78955 [382] validation_0-mae:5477.24316 validation_1-mae:6225.51611 [383] validation_0-mae:5473.82666 validation_1-mae:6223.98926 [384] validation_0-mae:5470.59180 validation_1-mae:6222.67041 [385] validation_0-mae:5467.41309 validation_1-mae:6221.01807 [386] validation_0-mae:5465.70557 validation_1-mae:6219.71387 [387] validation_0-mae:5463.43115 validation_1-mae:6219.52588 [388] validation_0-mae:5458.55615 validation_1-mae:6217.11914 [389] validation_0-mae:5455.57471 validation_1-mae:6215.87109 [390] validation_0-mae:5454.78223 validation_1-mae:6215.99951 [391] validation_0-mae:5454.58545 validation_1-mae:6216.05371 [392] validation_0-mae:5452.04053 validation_1-mae:6216.58252 [393] validation_0-mae:5450.90088 validation_1-mae:6215.86279 [394] validation_0-mae:5449.06982 validation_1-mae:6215.45020 [395] validation_0-mae:5446.04248 validation_1-mae:6213.62451 [396] validation_0-mae:5443.62402 validation_1-mae:6213.08447 [397] validation_0-mae:5442.40527 validation_1-mae:6212.13965 [398] validation_0-mae:5440.67334 validation_1-mae:6211.21387 [399] validation_0-mae:5439.54297 validation_1-mae:6211.26074 [400] validation_0-mae:5437.88379 validation_1-mae:6210.74121 [401] validation_0-mae:5436.32178 validation_1-mae:6210.77051 [402] validation_0-mae:5434.57324 validation_1-mae:6211.20410 [403] validation_0-mae:5432.72754 validation_1-mae:6210.74365 [404] validation_0-mae:5430.39014 validation_1-mae:6209.53662 [405] validation_0-mae:5428.81592 validation_1-mae:6208.47266 [406] validation_0-mae:5427.55811 validation_1-mae:6207.85938 [407] validation_0-mae:5426.91748 validation_1-mae:6208.06787 [408] validation_0-mae:5425.20605 validation_1-mae:6207.16406 [409] validation_0-mae:5424.12012 validation_1-mae:6206.84082 [410] validation_0-mae:5421.70996 validation_1-mae:6206.88232 [411] validation_0-mae:5420.06055 validation_1-mae:6206.45801 [412] validation_0-mae:5417.04395 validation_1-mae:6204.98389 [413] validation_0-mae:5415.63672 validation_1-mae:6205.32666 [414] validation_0-mae:5413.88525 validation_1-mae:6205.43262 [415] validation_0-mae:5412.73730 validation_1-mae:6205.13037 [416] validation_0-mae:5411.05566 validation_1-mae:6205.20752 [417] validation_0-mae:5408.89062 validation_1-mae:6204.10693 [418] validation_0-mae:5407.08447 validation_1-mae:6202.91113 [419] validation_0-mae:5405.79590 validation_1-mae:6202.53125 [420] validation_0-mae:5404.03467 validation_1-mae:6201.54590 [421] validation_0-mae:5402.94775 validation_1-mae:6201.31348 [422] validation_0-mae:5402.76172 validation_1-mae:6201.72412 [423] validation_0-mae:5399.01855 validation_1-mae:6202.06299 [424] validation_0-mae:5395.41602 validation_1-mae:6199.76758 [425] validation_0-mae:5392.91895 validation_1-mae:6199.91406 [426] validation_0-mae:5390.33887 validation_1-mae:6200.45996 [427] validation_0-mae:5389.50635 validation_1-mae:6200.44824 [428] validation_0-mae:5388.31836 validation_1-mae:6200.39746 [429] validation_0-mae:5387.02100 validation_1-mae:6200.35303 [430] validation_0-mae:5385.89502 validation_1-mae:6199.68018 [431] validation_0-mae:5384.76758 validation_1-mae:6199.94580 [432] validation_0-mae:5383.38818 validation_1-mae:6198.98389 [433] validation_0-mae:5382.00830 validation_1-mae:6198.04980 [434] validation_0-mae:5379.85010 validation_1-mae:6197.62451 [435] validation_0-mae:5377.34668 validation_1-mae:6195.70117 [436] validation_0-mae:5375.77148 validation_1-mae:6195.65674 [437] validation_0-mae:5373.80469 validation_1-mae:6194.86426 [438] validation_0-mae:5372.29492 validation_1-mae:6194.27051 [439] validation_0-mae:5370.29150 validation_1-mae:6194.46191 [440] validation_0-mae:5369.88965 validation_1-mae:6194.26953 [441] validation_0-mae:5368.77783 validation_1-mae:6193.96728 [442] validation_0-mae:5367.23730 validation_1-mae:6194.00391 [443] validation_0-mae:5367.06885 validation_1-mae:6194.02978 [444] validation_0-mae:5365.40674 validation_1-mae:6193.56494 [445] validation_0-mae:5364.00684 validation_1-mae:6193.44482 [446] validation_0-mae:5360.90674 validation_1-mae:6192.10059 [447] validation_0-mae:5355.49658 validation_1-mae:6189.84180 [448] validation_0-mae:5354.88965 validation_1-mae:6189.72900 [449] validation_0-mae:5353.43213 validation_1-mae:6189.69678 [450] validation_0-mae:5351.23145 validation_1-mae:6189.35986 [451] validation_0-mae:5349.66211 validation_1-mae:6189.29785 [452] validation_0-mae:5345.47656 validation_1-mae:6188.59375 [453] validation_0-mae:5343.70898 validation_1-mae:6188.37451 [454] validation_0-mae:5342.07715 validation_1-mae:6189.09180 [455] validation_0-mae:5340.63818 validation_1-mae:6188.65723 [456] validation_0-mae:5339.18506 validation_1-mae:6188.46777 [457] validation_0-mae:5337.50049 validation_1-mae:6187.38184 [458] validation_0-mae:5336.04150 validation_1-mae:6187.57031 [459] validation_0-mae:5334.75928 validation_1-mae:6188.08105 [460] validation_0-mae:5333.32617 validation_1-mae:6187.41406 [461] validation_0-mae:5331.31348 validation_1-mae:6187.06543 [462] validation_0-mae:5330.65967 validation_1-mae:6187.02686 [463] validation_0-mae:5327.71582 validation_1-mae:6186.31592 [464] validation_0-mae:5327.48145 validation_1-mae:6186.17676 [465] validation_0-mae:5327.28467 validation_1-mae:6186.25049 [466] validation_0-mae:5324.34961 validation_1-mae:6185.26514 [467] validation_0-mae:5323.18018 validation_1-mae:6185.21875 [468] validation_0-mae:5321.94287 validation_1-mae:6185.43408 [469] validation_0-mae:5319.80127 validation_1-mae:6183.78125 [470] validation_0-mae:5318.66016 validation_1-mae:6182.83496 [471] validation_0-mae:5317.75049 validation_1-mae:6182.03906 [472] validation_0-mae:5315.35986 validation_1-mae:6182.30273 [473] validation_0-mae:5313.97461 validation_1-mae:6182.15918 [474] validation_0-mae:5311.50684 validation_1-mae:6182.60889 [475] validation_0-mae:5309.39209 validation_1-mae:6181.89893 [476] validation_0-mae:5308.25244 validation_1-mae:6182.05615 [477] validation_0-mae:5306.04541 validation_1-mae:6180.48145 [478] validation_0-mae:5301.74805 validation_1-mae:6178.04590 [479] validation_0-mae:5298.61816 validation_1-mae:6176.11914 [480] validation_0-mae:5295.71875 validation_1-mae:6175.73926 [481] validation_0-mae:5294.61328 validation_1-mae:6175.68555 [482] validation_0-mae:5292.82031 validation_1-mae:6175.24512 [483] validation_0-mae:5291.95947 validation_1-mae:6175.07861 [484] validation_0-mae:5287.88818 validation_1-mae:6173.06006 [485] validation_0-mae:5286.86475 validation_1-mae:6173.13477 [486] validation_0-mae:5284.55469 validation_1-mae:6171.69824 [487] validation_0-mae:5281.67236 validation_1-mae:6170.53369 [488] validation_0-mae:5280.59961 validation_1-mae:6170.03906 [489] validation_0-mae:5279.02393 validation_1-mae:6170.16992 [490] validation_0-mae:5277.76318 validation_1-mae:6169.13623 [491] validation_0-mae:5276.81934 validation_1-mae:6169.15967 [492] validation_0-mae:5275.30420 validation_1-mae:6168.77832 [493] validation_0-mae:5271.70605 validation_1-mae:6167.74170 [494] validation_0-mae:5269.28125 validation_1-mae:6166.85986 [495] validation_0-mae:5266.72852 validation_1-mae:6166.22705 [496] validation_0-mae:5266.33936 validation_1-mae:6166.15478 [497] validation_0-mae:5265.41895 validation_1-mae:6165.88232 [498] validation_0-mae:5264.85010 validation_1-mae:6165.81787 [499] validation_0-mae:5262.55127 validation_1-mae:6165.20703 [500] validation_0-mae:5261.48096 validation_1-mae:6164.81543 [501] validation_0-mae:5259.14258 validation_1-mae:6164.82959 [502] validation_0-mae:5257.97803 validation_1-mae:6165.11621 [503] validation_0-mae:5257.01172 validation_1-mae:6165.01758 [504] validation_0-mae:5255.31250 validation_1-mae:6164.38184 [505] validation_0-mae:5252.64355 validation_1-mae:6163.35596 [506] validation_0-mae:5248.63770 validation_1-mae:6161.97314 [507] validation_0-mae:5247.18603 validation_1-mae:6162.40527 [508] validation_0-mae:5244.51416 validation_1-mae:6160.39307 [509] validation_0-mae:5244.36914 validation_1-mae:6160.52441 [510] validation_0-mae:5243.21045 validation_1-mae:6160.64697 [511] validation_0-mae:5241.65918 validation_1-mae:6161.47168 [512] validation_0-mae:5241.60547 validation_1-mae:6161.45752 [513] validation_0-mae:5240.23779 validation_1-mae:6161.35596 [514] validation_0-mae:5235.83008 validation_1-mae:6159.84717 [515] validation_0-mae:5233.88672 validation_1-mae:6159.20459 [516] validation_0-mae:5231.98486 validation_1-mae:6158.34522 [517] validation_0-mae:5229.90137 validation_1-mae:6158.68701 [518] validation_0-mae:5228.23340 validation_1-mae:6157.88867 [519] validation_0-mae:5226.36523 validation_1-mae:6158.63721 [520] validation_0-mae:5225.36719 validation_1-mae:6158.79150 [521] validation_0-mae:5223.18799 validation_1-mae:6158.29980 [522] validation_0-mae:5222.74512 validation_1-mae:6158.10938 [523] validation_0-mae:5221.28076 validation_1-mae:6158.09131 [524] validation_0-mae:5220.44043 validation_1-mae:6158.12891 [525] validation_0-mae:5219.31397 validation_1-mae:6157.73389 [526] validation_0-mae:5218.70068 validation_1-mae:6157.60449 [527] validation_0-mae:5214.49951 validation_1-mae:6155.97705 [528] validation_0-mae:5213.39648 validation_1-mae:6155.91016 [529] validation_0-mae:5209.94873 validation_1-mae:6153.09522 [530] validation_0-mae:5207.64795 validation_1-mae:6152.25195 [531] validation_0-mae:5206.74902 validation_1-mae:6152.29395 [532] validation_0-mae:5204.59326 validation_1-mae:6151.68897 [533] validation_0-mae:5203.17920 validation_1-mae:6151.33154 [534] validation_0-mae:5202.88232 validation_1-mae:6151.24658 [535] validation_0-mae:5202.17090 validation_1-mae:6151.41650 [536] validation_0-mae:5199.64258 validation_1-mae:6150.51172 [537] validation_0-mae:5196.56055 validation_1-mae:6148.96191 [538] validation_0-mae:5194.77490 validation_1-mae:6148.34131 [539] validation_0-mae:5192.64697 validation_1-mae:6147.37500 [540] validation_0-mae:5190.40820 validation_1-mae:6146.24268 [541] validation_0-mae:5189.41357 validation_1-mae:6146.14893 [542] validation_0-mae:5186.05615 validation_1-mae:6146.56689 [543] validation_0-mae:5183.68262 validation_1-mae:6146.27832 [544] validation_0-mae:5181.43848 validation_1-mae:6145.73828 [545] validation_0-mae:5179.76318 validation_1-mae:6146.13184 [546] validation_0-mae:5177.49170 validation_1-mae:6145.62109 [547] validation_0-mae:5175.89307 validation_1-mae:6145.15820 [548] validation_0-mae:5175.32617 validation_1-mae:6145.15186 [549] validation_0-mae:5172.58447 validation_1-mae:6145.01270 [550] validation_0-mae:5170.45850 validation_1-mae:6144.27490 [551] validation_0-mae:5169.65088 validation_1-mae:6144.85254 [552] validation_0-mae:5169.25781 validation_1-mae:6144.78809 [553] validation_0-mae:5168.72461 validation_1-mae:6144.80273 [554] validation_0-mae:5167.85156 validation_1-mae:6144.41699 [555] validation_0-mae:5165.96240 validation_1-mae:6144.37451 [556] validation_0-mae:5165.05029 validation_1-mae:6144.69727 [557] validation_0-mae:5163.22607 validation_1-mae:6144.78174 [558] validation_0-mae:5161.00488 validation_1-mae:6143.45410 [559] validation_0-mae:5160.83887 validation_1-mae:6143.54150 [560] validation_0-mae:5159.17188 validation_1-mae:6143.53272 [561] validation_0-mae:5159.05273 validation_1-mae:6143.59228 [562] validation_0-mae:5158.91992 validation_1-mae:6143.70703 [563] validation_0-mae:5157.92432 validation_1-mae:6143.49902 [564] validation_0-mae:5156.38037 validation_1-mae:6143.46387 [565] validation_0-mae:5152.62451 validation_1-mae:6141.19580 [566] validation_0-mae:5151.72852 validation_1-mae:6140.99561 [567] validation_0-mae:5150.60303 validation_1-mae:6141.63916 [568] validation_0-mae:5148.72363 validation_1-mae:6139.90332 [569] validation_0-mae:5147.25879 validation_1-mae:6139.63867 [570] validation_0-mae:5145.76709 validation_1-mae:6138.62353 [571] validation_0-mae:5144.00977 validation_1-mae:6138.68994 [572] validation_0-mae:5142.76367 validation_1-mae:6139.25244 [573] validation_0-mae:5142.22022 validation_1-mae:6139.00732 [574] validation_0-mae:5141.74805 validation_1-mae:6138.84033 [575] validation_0-mae:5140.33301 validation_1-mae:6137.54834 [576] validation_0-mae:5137.64062 validation_1-mae:6136.65039 [577] validation_0-mae:5136.09375 validation_1-mae:6136.48291 [578] validation_0-mae:5135.06250 validation_1-mae:6136.84131 [579] validation_0-mae:5133.09180 validation_1-mae:6136.49756 [580] validation_0-mae:5129.67822 validation_1-mae:6135.15918 [581] validation_0-mae:5127.50879 validation_1-mae:6133.35107 [582] validation_0-mae:5126.40430 validation_1-mae:6132.39502 [583] validation_0-mae:5124.21973 validation_1-mae:6132.86279 [584] validation_0-mae:5121.68213 validation_1-mae:6131.55322 [585] validation_0-mae:5119.25977 validation_1-mae:6130.02930 [586] validation_0-mae:5116.81982 validation_1-mae:6128.86084 [587] validation_0-mae:5113.91797 validation_1-mae:6129.36230 [588] validation_0-mae:5112.81055 validation_1-mae:6129.04492 [589] validation_0-mae:5112.33789 validation_1-mae:6129.02588 [590] validation_0-mae:5111.22266 validation_1-mae:6129.13477 [591] validation_0-mae:5109.38037 validation_1-mae:6128.57471 [592] validation_0-mae:5106.47314 validation_1-mae:6129.09814 [593] validation_0-mae:5104.43408 validation_1-mae:6128.64551 [594] validation_0-mae:5103.00684 validation_1-mae:6128.56445 [595] validation_0-mae:5102.55762 validation_1-mae:6128.27734 [596] validation_0-mae:5101.44531 validation_1-mae:6128.17676 [597] validation_0-mae:5100.26660 validation_1-mae:6128.63770 [598] validation_0-mae:5099.31592 validation_1-mae:6128.56787 [599] validation_0-mae:5099.19189 validation_1-mae:6128.65723 [600] validation_0-mae:5097.30127 validation_1-mae:6128.66455 [601] validation_0-mae:5095.61328 validation_1-mae:6127.97168 [602] validation_0-mae:5093.00977 validation_1-mae:6126.96094 [603] validation_0-mae:5092.33252 validation_1-mae:6126.72461 [604] validation_0-mae:5091.46289 validation_1-mae:6127.23877 [605] validation_0-mae:5089.60205 validation_1-mae:6127.18213 [606] validation_0-mae:5088.23193 validation_1-mae:6126.68701 [607] validation_0-mae:5086.73682 validation_1-mae:6125.51318 [608] validation_0-mae:5085.41455 validation_1-mae:6125.29297 [609] validation_0-mae:5084.84180 validation_1-mae:6125.45068 [610] validation_0-mae:5082.54248 validation_1-mae:6125.16309 [611] validation_0-mae:5081.70947 validation_1-mae:6124.74316 [612] validation_0-mae:5079.97852 validation_1-mae:6124.34717 [613] validation_0-mae:5078.28320 validation_1-mae:6123.77734 [614] validation_0-mae:5076.60010 validation_1-mae:6122.77930 [615] validation_0-mae:5075.52441 validation_1-mae:6123.46924 [616] validation_0-mae:5073.54150 validation_1-mae:6122.81982 [617] validation_0-mae:5071.16650 validation_1-mae:6122.10693 [618] validation_0-mae:5068.65772 validation_1-mae:6121.43603 [619] validation_0-mae:5066.65918 validation_1-mae:6121.21484 [620] validation_0-mae:5066.23926 validation_1-mae:6121.11084 [621] validation_0-mae:5066.15039 validation_1-mae:6121.08789 [622] validation_0-mae:5065.49219 validation_1-mae:6120.90772 [623] validation_0-mae:5063.24268 validation_1-mae:6120.75879 [624] validation_0-mae:5062.45557 validation_1-mae:6120.76172 [625] validation_0-mae:5061.42969 validation_1-mae:6120.57129 [626] validation_0-mae:5060.02148 validation_1-mae:6120.32666 [627] validation_0-mae:5058.74170 validation_1-mae:6119.95410 [628] validation_0-mae:5055.56934 validation_1-mae:6120.14404 [629] validation_0-mae:5054.71387 validation_1-mae:6120.04297 [630] validation_0-mae:5052.52539 validation_1-mae:6119.16553 [631] validation_0-mae:5051.08057 validation_1-mae:6119.32861 [632] validation_0-mae:5050.08252 validation_1-mae:6118.60254 [633] validation_0-mae:5047.98584 validation_1-mae:6118.12451 [634] validation_0-mae:5045.83789 validation_1-mae:6118.22022 [635] validation_0-mae:5043.17041 validation_1-mae:6118.54590 [636] validation_0-mae:5041.06299 validation_1-mae:6118.38672 [637] validation_0-mae:5040.07178 validation_1-mae:6117.78467 [638] validation_0-mae:5038.63232 validation_1-mae:6118.21338 [639] validation_0-mae:5037.84522 validation_1-mae:6118.38672 [640] validation_0-mae:5036.11572 validation_1-mae:6118.70605 [641] validation_0-mae:5034.34033 validation_1-mae:6119.39551 [642] validation_0-mae:5032.90772 validation_1-mae:6119.32812 [643] validation_0-mae:5031.20508 validation_1-mae:6118.88623 [644] validation_0-mae:5029.60840 validation_1-mae:6119.12061 [645] validation_0-mae:5028.14209 validation_1-mae:6119.19873 [646] validation_0-mae:5026.97266 validation_1-mae:6119.23291 [647] validation_0-mae:5023.81348 validation_1-mae:6118.91943 [648] validation_0-mae:5020.65527 validation_1-mae:6116.93994 [649] validation_0-mae:5019.89941 validation_1-mae:6116.59570 [650] validation_0-mae:5019.62061 validation_1-mae:6116.46631 [651] validation_0-mae:5018.61182 validation_1-mae:6116.56543 [652] validation_0-mae:5016.86523 validation_1-mae:6116.22559 [653] validation_0-mae:5016.29102 validation_1-mae:6116.04492 [654] validation_0-mae:5015.86816 validation_1-mae:6116.23242 [655] validation_0-mae:5015.18701 validation_1-mae:6115.66357 [656] validation_0-mae:5014.78027 validation_1-mae:6115.19336 [657] validation_0-mae:5013.93457 validation_1-mae:6114.73877 [658] validation_0-mae:5013.10693 validation_1-mae:6114.16016 [659] validation_0-mae:5011.75391 validation_1-mae:6113.71875 [660] validation_0-mae:5009.91406 validation_1-mae:6112.74023 [661] validation_0-mae:5009.10645 validation_1-mae:6112.97705 [662] validation_0-mae:5006.18945 validation_1-mae:6112.21680 [663] validation_0-mae:5004.73584 validation_1-mae:6112.19434 [664] validation_0-mae:5003.53711 validation_1-mae:6112.27246 [665] validation_0-mae:5002.53076 validation_1-mae:6112.26465 [666] validation_0-mae:5001.61768 validation_1-mae:6111.63574 [667] validation_0-mae:5000.42627 validation_1-mae:6111.20703 [668] validation_0-mae:4999.62353 validation_1-mae:6111.63086 [669] validation_0-mae:4999.31103 validation_1-mae:6111.86084 [670] validation_0-mae:4998.34863 validation_1-mae:6111.51172 [671] validation_0-mae:4997.27148 validation_1-mae:6111.61768 [672] validation_0-mae:4995.25098 validation_1-mae:6110.78027 [673] validation_0-mae:4993.16113 validation_1-mae:6110.28662 [674] validation_0-mae:4992.15039 validation_1-mae:6110.20117 [675] validation_0-mae:4991.90088 validation_1-mae:6110.19189 [676] validation_0-mae:4991.14648 validation_1-mae:6109.44971 [677] validation_0-mae:4988.38330 validation_1-mae:6107.51221 [678] validation_0-mae:4986.41260 validation_1-mae:6108.13037 [679] validation_0-mae:4984.23584 validation_1-mae:6107.58887 [680] validation_0-mae:4981.31738 validation_1-mae:6106.81641 [681] validation_0-mae:4977.80078 validation_1-mae:6106.45996 [682] validation_0-mae:4975.83984 validation_1-mae:6106.71924 [683] validation_0-mae:4973.21826 validation_1-mae:6106.39355 [684] validation_0-mae:4972.05078 validation_1-mae:6106.58057 [685] validation_0-mae:4970.54785 validation_1-mae:6106.22754 [686] validation_0-mae:4969.53760 validation_1-mae:6106.33936 [687] validation_0-mae:4967.16797 validation_1-mae:6106.11523 [688] validation_0-mae:4965.08105 validation_1-mae:6104.69580 [689] validation_0-mae:4962.97363 validation_1-mae:6104.03223 [690] validation_0-mae:4961.84814 validation_1-mae:6102.61377 [691] validation_0-mae:4959.39062 validation_1-mae:6102.53369 [692] validation_0-mae:4958.18164 validation_1-mae:6102.20117 [693] validation_0-mae:4957.54053 validation_1-mae:6102.14893 [694] validation_0-mae:4955.64111 validation_1-mae:6101.39453 [695] validation_0-mae:4952.65772 validation_1-mae:6100.00195 [696] validation_0-mae:4951.19336 validation_1-mae:6099.61963 [697] validation_0-mae:4950.29395 validation_1-mae:6099.73193 [698] validation_0-mae:4948.54834 validation_1-mae:6100.14209 [699] validation_0-mae:4947.04785 validation_1-mae:6100.24414 [700] validation_0-mae:4945.25586 validation_1-mae:6098.93359 [701] validation_0-mae:4944.25830 validation_1-mae:6098.57764 [702] validation_0-mae:4941.62353 validation_1-mae:6097.56494 [703] validation_0-mae:4941.51562 validation_1-mae:6097.62744 [704] validation_0-mae:4940.26855 validation_1-mae:6097.49219 [705] validation_0-mae:4937.36816 validation_1-mae:6097.86377 [706] validation_0-mae:4935.55615 validation_1-mae:6097.73193 [707] validation_0-mae:4934.20752 validation_1-mae:6097.76611 [708] validation_0-mae:4932.61133 validation_1-mae:6098.08838 [709] validation_0-mae:4930.94434 validation_1-mae:6097.66406 [710] validation_0-mae:4929.55811 validation_1-mae:6097.50830 [711] validation_0-mae:4928.13184 validation_1-mae:6097.69678 [712] validation_0-mae:4927.24902 validation_1-mae:6098.17236 [713] validation_0-mae:4925.20020 validation_1-mae:6097.44287 [714] validation_0-mae:4923.49658 validation_1-mae:6097.16357 [715] validation_0-mae:4922.44189 validation_1-mae:6097.86816 [716] validation_0-mae:4921.23242 validation_1-mae:6098.20508 [717] validation_0-mae:4920.50781 validation_1-mae:6097.81348 [718] validation_0-mae:4918.96484 validation_1-mae:6097.27539 [719] validation_0-mae:4917.69043 validation_1-mae:6097.23389 [720] validation_0-mae:4916.59228 validation_1-mae:6097.20605 [721] validation_0-mae:4915.30078 validation_1-mae:6096.45850 [722] validation_0-mae:4914.07373 validation_1-mae:6096.33691 [723] validation_0-mae:4913.18262 validation_1-mae:6096.64062 [724] validation_0-mae:4913.12744 validation_1-mae:6096.61963 [725] validation_0-mae:4911.67773 validation_1-mae:6096.19922 [726] validation_0-mae:4908.64941 validation_1-mae:6094.99414 [727] validation_0-mae:4906.99853 validation_1-mae:6095.45801 [728] validation_0-mae:4906.13281 validation_1-mae:6095.07178 [729] validation_0-mae:4905.32666 validation_1-mae:6094.83838 [730] validation_0-mae:4902.40576 validation_1-mae:6094.49853 [731] validation_0-mae:4900.72510 validation_1-mae:6093.90088 [732] validation_0-mae:4899.32617 validation_1-mae:6093.53857 [733] validation_0-mae:4898.27295 validation_1-mae:6093.38818 [734] validation_0-mae:4896.84814 validation_1-mae:6092.50391 [735] validation_0-mae:4895.47510 validation_1-mae:6091.61377 [736] validation_0-mae:4894.08350 validation_1-mae:6091.49219 [737] validation_0-mae:4893.41895 validation_1-mae:6091.70898 [738] validation_0-mae:4891.96191 validation_1-mae:6090.77734 [739] validation_0-mae:4891.10938 validation_1-mae:6090.57715 [740] validation_0-mae:4889.48096 validation_1-mae:6090.26904 [741] validation_0-mae:4888.21826 validation_1-mae:6089.93945 [742] validation_0-mae:4886.59863 validation_1-mae:6090.83887 [743] validation_0-mae:4886.06738 validation_1-mae:6090.91406 [744] validation_0-mae:4885.83691 validation_1-mae:6091.14795 [745] validation_0-mae:4884.85303 validation_1-mae:6091.00635 [746] validation_0-mae:4883.39893 validation_1-mae:6091.08936 [747] validation_0-mae:4882.19971 validation_1-mae:6090.92627 [748] validation_0-mae:4879.92969 validation_1-mae:6089.65186 [749] validation_0-mae:4877.81006 validation_1-mae:6090.39844 [750] validation_0-mae:4876.95508 validation_1-mae:6090.35791 [751] validation_0-mae:4875.81445 validation_1-mae:6090.42529 [752] validation_0-mae:4874.37305 validation_1-mae:6090.08398 [753] validation_0-mae:4872.42773 validation_1-mae:6088.98975 [754] validation_0-mae:4871.15430 validation_1-mae:6088.18799 [755] validation_0-mae:4869.67627 validation_1-mae:6088.20850 [756] validation_0-mae:4868.52734 validation_1-mae:6087.90967 [757] validation_0-mae:4867.00049 validation_1-mae:6088.29785 [758] validation_0-mae:4864.89551 validation_1-mae:6087.32959 [759] validation_0-mae:4862.52344 validation_1-mae:6086.32910 [760] validation_0-mae:4861.43799 validation_1-mae:6086.55762 [761] validation_0-mae:4861.16211 validation_1-mae:6086.63574 [762] validation_0-mae:4860.57959 validation_1-mae:6086.52588 [763] validation_0-mae:4859.98193 validation_1-mae:6086.25195 [764] validation_0-mae:4859.05664 validation_1-mae:6086.22510 [765] validation_0-mae:4858.49121 validation_1-mae:6085.99853 [766] validation_0-mae:4855.42334 validation_1-mae:6084.35156 [767] validation_0-mae:4853.74853 validation_1-mae:6083.42529 [768] validation_0-mae:4851.46826 validation_1-mae:6082.22314 [769] validation_0-mae:4850.19971 validation_1-mae:6081.96387 [770] validation_0-mae:4849.04346 validation_1-mae:6081.52490 [771] validation_0-mae:4847.35449 validation_1-mae:6081.66797 [772] validation_0-mae:4845.63428 validation_1-mae:6081.94141 [773] validation_0-mae:4842.64209 validation_1-mae:6080.98730 [774] validation_0-mae:4839.39600 validation_1-mae:6079.66553 [775] validation_0-mae:4837.52539 validation_1-mae:6079.69775 [776] validation_0-mae:4836.29395 validation_1-mae:6079.87891 [777] validation_0-mae:4834.44727 validation_1-mae:6079.86328 [778] validation_0-mae:4833.32861 validation_1-mae:6079.61328 [779] validation_0-mae:4831.75049 validation_1-mae:6079.64355 [780] validation_0-mae:4830.62353 validation_1-mae:6079.64893 [781] validation_0-mae:4829.28125 validation_1-mae:6079.73389 [782] validation_0-mae:4827.80469 validation_1-mae:6080.04004 [783] validation_0-mae:4825.27197 validation_1-mae:6080.48047 [784] validation_0-mae:4823.66016 validation_1-mae:6079.86865 [785] validation_0-mae:4820.49170 validation_1-mae:6078.30908 [786] validation_0-mae:4817.90430 validation_1-mae:6076.87207 [787] validation_0-mae:4816.55127 validation_1-mae:6076.77197 [788] validation_0-mae:4815.31836 validation_1-mae:6077.42236 [789] validation_0-mae:4814.15576 validation_1-mae:6077.40332 [790] validation_0-mae:4812.67871 validation_1-mae:6077.82568 [791] validation_0-mae:4811.24219 validation_1-mae:6077.18311 [792] validation_0-mae:4809.12207 validation_1-mae:6076.37451 [793] validation_0-mae:4807.30713 validation_1-mae:6075.73242 [794] validation_0-mae:4806.29004 validation_1-mae:6076.10742 [795] validation_0-mae:4805.44043 validation_1-mae:6076.67480 [796] validation_0-mae:4804.05859 validation_1-mae:6076.72656 [797] validation_0-mae:4802.13379 validation_1-mae:6076.79248 [798] validation_0-mae:4800.55176 validation_1-mae:6075.92236 [799] validation_0-mae:4798.57910 validation_1-mae:6075.04004 [800] validation_0-mae:4796.78516 validation_1-mae:6075.26465 [801] validation_0-mae:4794.20654 validation_1-mae:6076.19434 [802] validation_0-mae:4793.09033 validation_1-mae:6076.16895 [803] validation_0-mae:4791.60352 validation_1-mae:6076.07520 [804] validation_0-mae:4790.37549 validation_1-mae:6076.37012 [805] validation_0-mae:4788.96826 validation_1-mae:6076.29297 [806] validation_0-mae:4788.20557 validation_1-mae:6076.25391 [807] validation_0-mae:4787.28076 validation_1-mae:6076.76562 [808] validation_0-mae:4786.28857 validation_1-mae:6076.77100 [809] validation_0-mae:4784.40430 validation_1-mae:6077.34424 [810] validation_0-mae:4782.84863 validation_1-mae:6077.26660 [811] validation_0-mae:4782.69287 validation_1-mae:6077.29785 [812] validation_0-mae:4781.39600 validation_1-mae:6076.91797 [813] validation_0-mae:4778.75439 validation_1-mae:6076.56055 [814] validation_0-mae:4777.47998 validation_1-mae:6076.66943 [815] validation_0-mae:4776.68164 validation_1-mae:6076.95215 [816] validation_0-mae:4776.09912 validation_1-mae:6077.32910 [817] validation_0-mae:4774.62451 validation_1-mae:6077.27002 [818] validation_0-mae:4773.33008 validation_1-mae:6076.87451 [819] validation_0-mae:4771.31543 validation_1-mae:6076.54492 [820] validation_0-mae:4770.38867 validation_1-mae:6075.85596 [821] validation_0-mae:4769.13525 validation_1-mae:6075.43457 [822] validation_0-mae:4767.96924 validation_1-mae:6074.88330 [823] validation_0-mae:4767.14697 validation_1-mae:6074.29980 [824] validation_0-mae:4766.40039 validation_1-mae:6073.91309 [825] validation_0-mae:4764.83936 validation_1-mae:6073.35889 [826] validation_0-mae:4763.88965 validation_1-mae:6073.62109 [827] validation_0-mae:4762.98975 validation_1-mae:6073.06543 [828] validation_0-mae:4762.11963 validation_1-mae:6072.86865 [829] validation_0-mae:4760.65576 validation_1-mae:6073.17529 [830] validation_0-mae:4758.57812 validation_1-mae:6072.73926 [831] validation_0-mae:4757.76904 validation_1-mae:6073.19873 [832] validation_0-mae:4756.60010 validation_1-mae:6072.68408 [833] validation_0-mae:4754.71094 validation_1-mae:6072.89404 [834] validation_0-mae:4752.93945 validation_1-mae:6073.21143 [835] validation_0-mae:4751.67822 validation_1-mae:6073.21289 [836] validation_0-mae:4750.65918 validation_1-mae:6072.84180 [837] validation_0-mae:4748.87549 validation_1-mae:6072.76367 [838] validation_0-mae:4748.39844 validation_1-mae:6072.81738 [839] validation_0-mae:4747.82373 validation_1-mae:6073.08252 [840] validation_0-mae:4747.74316 validation_1-mae:6073.40478 [841] validation_0-mae:4747.00732 validation_1-mae:6073.76172 [842] validation_0-mae:4745.68408 validation_1-mae:6073.86279 [843] validation_0-mae:4744.17334 validation_1-mae:6073.18115 [844] validation_0-mae:4743.38574 validation_1-mae:6073.08887 [845] validation_0-mae:4742.72412 validation_1-mae:6072.56299 [846] validation_0-mae:4741.79297 validation_1-mae:6072.39111 [847] validation_0-mae:4740.91895 validation_1-mae:6072.19629 [848] validation_0-mae:4740.69287 validation_1-mae:6072.18555 [849] validation_0-mae:4739.89795 validation_1-mae:6072.14648 [850] validation_0-mae:4739.54199 validation_1-mae:6072.04004 [851] validation_0-mae:4738.60596 validation_1-mae:6072.19824 [852] validation_0-mae:4737.66113 validation_1-mae:6072.35303 [853] validation_0-mae:4737.16797 validation_1-mae:6072.47070 [854] validation_0-mae:4736.34717 validation_1-mae:6072.72266 [855] validation_0-mae:4735.31103 validation_1-mae:6072.06397 [856] validation_0-mae:4733.76270 validation_1-mae:6071.05371 [857] validation_0-mae:4732.38379 validation_1-mae:6070.87207 [858] validation_0-mae:4730.44824 validation_1-mae:6071.04639 [859] validation_0-mae:4727.64551 validation_1-mae:6070.45215 [860] validation_0-mae:4726.13672 validation_1-mae:6070.68115 [861] validation_0-mae:4724.91016 validation_1-mae:6070.36670 [862] validation_0-mae:4723.76562 validation_1-mae:6070.82520 [863] validation_0-mae:4722.84570 validation_1-mae:6070.76172 [864] validation_0-mae:4720.54639 validation_1-mae:6070.95166 [865] validation_0-mae:4719.48828 validation_1-mae:6071.44385 [866] validation_0-mae:4718.48291 validation_1-mae:6071.36719 [867] validation_0-mae:4716.50342 validation_1-mae:6070.79932 [868] validation_0-mae:4715.77197 validation_1-mae:6070.45801 [869] validation_0-mae:4714.43359 validation_1-mae:6069.90820 [870] validation_0-mae:4712.76465 validation_1-mae:6069.85498 [871] validation_0-mae:4712.32275 validation_1-mae:6069.34277 [872] validation_0-mae:4710.25781 validation_1-mae:6069.99121 [873] validation_0-mae:4709.21338 validation_1-mae:6070.52930 [874] validation_0-mae:4709.03223 validation_1-mae:6070.59619 [875] validation_0-mae:4708.05957 validation_1-mae:6071.05859 [876] validation_0-mae:4707.85205 validation_1-mae:6071.08740 [877] validation_0-mae:4706.78125 validation_1-mae:6070.87988 [878] validation_0-mae:4706.46045 validation_1-mae:6071.24219 [879] validation_0-mae:4705.92041 validation_1-mae:6071.33691 [880] validation_0-mae:4705.78955 validation_1-mae:6071.34131 [881] validation_0-mae:4704.82471 validation_1-mae:6071.11816 [882] validation_0-mae:4703.87549 validation_1-mae:6070.84717 [883] validation_0-mae:4702.35205 validation_1-mae:6070.68652 [884] validation_0-mae:4700.47656 validation_1-mae:6069.11279 [885] validation_0-mae:4699.15186 validation_1-mae:6068.59912 [886] validation_0-mae:4697.86621 validation_1-mae:6068.42920 [887] validation_0-mae:4695.83447 validation_1-mae:6067.65430 [888] validation_0-mae:4694.45166 validation_1-mae:6067.04346 [889] validation_0-mae:4692.93603 validation_1-mae:6066.80127 [890] validation_0-mae:4691.09375 validation_1-mae:6066.47510 [891] validation_0-mae:4689.74609 validation_1-mae:6066.42725 [892] validation_0-mae:4688.49512 validation_1-mae:6066.26514 [893] validation_0-mae:4686.82275 validation_1-mae:6066.02490 [894] validation_0-mae:4684.88525 validation_1-mae:6065.26074 [895] validation_0-mae:4683.78418 validation_1-mae:6065.22754 [896] validation_0-mae:4682.45020 validation_1-mae:6064.77051 [897] validation_0-mae:4680.72412 validation_1-mae:6065.41650 [898] validation_0-mae:4679.75391 validation_1-mae:6065.33740 [899] validation_0-mae:4678.91992 validation_1-mae:6065.25537 [900] validation_0-mae:4676.60791 validation_1-mae:6064.24316 [901] validation_0-mae:4675.17871 validation_1-mae:6062.69629 [902] validation_0-mae:4674.18994 validation_1-mae:6062.60352 [903] validation_0-mae:4672.09082 validation_1-mae:6062.35205 [904] validation_0-mae:4670.57227 validation_1-mae:6062.62793 [905] validation_0-mae:4669.71875 validation_1-mae:6062.55566 [906] validation_0-mae:4668.96436 validation_1-mae:6062.26025 [907] validation_0-mae:4667.85254 validation_1-mae:6061.46143 [908] validation_0-mae:4667.15772 validation_1-mae:6061.42871 [909] validation_0-mae:4665.69678 validation_1-mae:6061.28564 [910] validation_0-mae:4665.02197 validation_1-mae:6061.16992 [911] validation_0-mae:4663.62061 validation_1-mae:6060.53760 [912] validation_0-mae:4661.77148 validation_1-mae:6060.45508 [913] validation_0-mae:4660.62500 validation_1-mae:6059.89990 [914] validation_0-mae:4659.02002 validation_1-mae:6059.43506 [915] validation_0-mae:4656.95703 validation_1-mae:6059.00928 [916] validation_0-mae:4655.27637 validation_1-mae:6058.29199 [917] validation_0-mae:4653.89990 validation_1-mae:6058.22852 [918] validation_0-mae:4652.55078 validation_1-mae:6057.31348 [919] validation_0-mae:4651.17041 validation_1-mae:6056.57910 [920] validation_0-mae:4650.26367 validation_1-mae:6056.31787 [921] validation_0-mae:4649.05713 validation_1-mae:6056.03613 [922] validation_0-mae:4647.24463 validation_1-mae:6056.47363 [923] validation_0-mae:4646.11426 validation_1-mae:6056.62402 [924] validation_0-mae:4644.74170 validation_1-mae:6056.28174 [925] validation_0-mae:4643.74658 validation_1-mae:6056.42383 [926] validation_0-mae:4642.82666 validation_1-mae:6056.33057 [927] validation_0-mae:4641.84766 validation_1-mae:6056.79004 [928] validation_0-mae:4640.02978 validation_1-mae:6055.80762 [929] validation_0-mae:4639.42773 validation_1-mae:6055.68408 [930] validation_0-mae:4637.32471 validation_1-mae:6054.65820 [931] validation_0-mae:4636.23926 validation_1-mae:6054.55518 [932] validation_0-mae:4634.51660 validation_1-mae:6054.62061 [933] validation_0-mae:4633.18897 validation_1-mae:6054.51172 [934] validation_0-mae:4632.43652 validation_1-mae:6054.75000 [935] validation_0-mae:4631.43457 validation_1-mae:6054.61914 [936] validation_0-mae:4630.60547 validation_1-mae:6054.44678 [937] validation_0-mae:4629.82568 validation_1-mae:6053.95508 [938] validation_0-mae:4629.01758 validation_1-mae:6053.79346 [939] validation_0-mae:4628.87012 validation_1-mae:6053.85840 [940] validation_0-mae:4628.48340 validation_1-mae:6053.95020 [941] validation_0-mae:4627.55957 validation_1-mae:6053.81592 [942] validation_0-mae:4625.83057 validation_1-mae:6054.16943 [943] validation_0-mae:4625.72656 validation_1-mae:6054.14502 [944] validation_0-mae:4625.23096 validation_1-mae:6054.18994 [945] validation_0-mae:4625.14648 validation_1-mae:6054.24072 [946] validation_0-mae:4624.96728 validation_1-mae:6054.11865 [947] validation_0-mae:4624.51318 validation_1-mae:6053.93994 [948] validation_0-mae:4623.96631 validation_1-mae:6053.75439 [949] validation_0-mae:4622.93750 validation_1-mae:6053.51660 [950] validation_0-mae:4621.05322 validation_1-mae:6053.05029 [951] validation_0-mae:4620.36377 validation_1-mae:6052.83154 [952] validation_0-mae:4618.34912 validation_1-mae:6051.49414 [953] validation_0-mae:4617.04004 validation_1-mae:6052.14844 [954] validation_0-mae:4614.71191 validation_1-mae:6051.89111 [955] validation_0-mae:4612.49561 validation_1-mae:6051.70898 [956] validation_0-mae:4610.99561 validation_1-mae:6051.44824 [957] validation_0-mae:4609.99072 validation_1-mae:6051.21436 [958] validation_0-mae:4608.08105 validation_1-mae:6051.12647 [959] validation_0-mae:4606.97363 validation_1-mae:6051.71973 [960] validation_0-mae:4605.39014 validation_1-mae:6050.63037 [961] validation_0-mae:4604.46728 validation_1-mae:6050.76318 [962] validation_0-mae:4603.17725 validation_1-mae:6050.61670 [963] validation_0-mae:4601.74121 validation_1-mae:6050.17871 [964] validation_0-mae:4599.83350 validation_1-mae:6050.37109 [965] validation_0-mae:4598.74707 validation_1-mae:6050.17676 [966] validation_0-mae:4597.60986 validation_1-mae:6050.66455 [967] validation_0-mae:4596.33447 validation_1-mae:6050.93897 [968] validation_0-mae:4594.90576 validation_1-mae:6050.37305 [969] validation_0-mae:4592.43750 validation_1-mae:6048.84424 [970] validation_0-mae:4591.33643 validation_1-mae:6049.04688 [971] validation_0-mae:4589.63867 validation_1-mae:6048.21240 [972] validation_0-mae:4588.53467 validation_1-mae:6048.33057 [973] validation_0-mae:4587.48682 validation_1-mae:6047.94238 [974] validation_0-mae:4585.65137 validation_1-mae:6047.65674 [975] validation_0-mae:4584.69629 validation_1-mae:6047.27197 [976] validation_0-mae:4584.13379 validation_1-mae:6047.10498 [977] validation_0-mae:4581.99268 validation_1-mae:6046.42139 [978] validation_0-mae:4580.77197 validation_1-mae:6046.86963 [979] validation_0-mae:4579.65869 validation_1-mae:6046.31299 [980] validation_0-mae:4578.10693 validation_1-mae:6045.68750 [981] validation_0-mae:4576.69238 validation_1-mae:6045.83496 [982] validation_0-mae:4575.60156 validation_1-mae:6045.44434 [983] validation_0-mae:4574.66309 validation_1-mae:6045.57812 [984] validation_0-mae:4572.95850 validation_1-mae:6044.57812 [985] validation_0-mae:4572.85889 validation_1-mae:6044.70996 [986] validation_0-mae:4571.91797 validation_1-mae:6044.92871 [987] validation_0-mae:4570.16504 validation_1-mae:6044.52686 [988] validation_0-mae:4569.31982 validation_1-mae:6044.14307 [989] validation_0-mae:4567.79443 validation_1-mae:6044.00147 [990] validation_0-mae:4565.99707 validation_1-mae:6043.77051 [991] validation_0-mae:4564.06885 validation_1-mae:6042.92627 [992] validation_0-mae:4562.73828 validation_1-mae:6042.41211 [993] validation_0-mae:4561.52978 validation_1-mae:6042.21582 [994] validation_0-mae:4559.90332 validation_1-mae:6042.40332 [995] validation_0-mae:4558.54639 validation_1-mae:6041.99609 [996] validation_0-mae:4557.50830 validation_1-mae:6042.03906 [997] validation_0-mae:4557.21045 validation_1-mae:6042.12353 [998] validation_0-mae:4556.72412 validation_1-mae:6042.06641 [999] validation_0-mae:4556.06445 validation_1-mae:6042.25732 [1000] validation_0-mae:4554.78223 validation_1-mae:6042.19336 [1001] validation_0-mae:4553.79150 validation_1-mae:6042.31299 [1002] validation_0-mae:4552.74414 validation_1-mae:6041.48193 [1003] validation_0-mae:4551.65527 validation_1-mae:6041.37842 [1004] validation_0-mae:4550.55273 validation_1-mae:6041.20801 [1005] validation_0-mae:4547.69141 validation_1-mae:6039.83350 [1006] validation_0-mae:4547.00293 validation_1-mae:6040.28174 [1007] validation_0-mae:4545.80029 validation_1-mae:6040.12012 [1008] validation_0-mae:4543.49805 validation_1-mae:6039.26514 [1009] validation_0-mae:4542.31055 validation_1-mae:6039.19629 [1010] validation_0-mae:4541.44336 validation_1-mae:6039.15234 [1011] validation_0-mae:4539.88965 validation_1-mae:6038.01416 [1012] validation_0-mae:4537.98779 validation_1-mae:6037.54199 [1013] validation_0-mae:4537.06152 validation_1-mae:6037.80566 [1014] validation_0-mae:4536.54541 validation_1-mae:6037.83203 [1015] validation_0-mae:4536.07666 validation_1-mae:6038.04199 [1016] validation_0-mae:4533.76123 validation_1-mae:6037.94922 [1017] validation_0-mae:4533.09668 validation_1-mae:6037.74219 [1018] validation_0-mae:4531.68750 validation_1-mae:6037.79199 [1019] validation_0-mae:4530.68603 validation_1-mae:6037.29346 [1020] validation_0-mae:4529.03125 validation_1-mae:6036.75195 [1021] validation_0-mae:4528.35303 validation_1-mae:6036.64258 [1022] validation_0-mae:4527.02978 validation_1-mae:6036.77783 [1023] validation_0-mae:4526.09668 validation_1-mae:6036.95410 [1024] validation_0-mae:4524.27051 validation_1-mae:6035.79053 [1025] validation_0-mae:4523.47900 validation_1-mae:6035.82324 [1026] validation_0-mae:4522.10889 validation_1-mae:6036.08887 [1027] validation_0-mae:4520.29932 validation_1-mae:6035.93115 [1028] validation_0-mae:4518.37256 validation_1-mae:6035.67090 [1029] validation_0-mae:4516.63281 validation_1-mae:6034.90088 [1030] validation_0-mae:4514.51465 validation_1-mae:6034.52734 [1031] validation_0-mae:4513.63916 validation_1-mae:6034.32910 [1032] validation_0-mae:4512.16260 validation_1-mae:6035.24658 [1033] validation_0-mae:4510.83350 validation_1-mae:6035.41943 [1034] validation_0-mae:4508.99707 validation_1-mae:6035.28613 [1035] validation_0-mae:4507.10693 validation_1-mae:6035.01025 [1036] validation_0-mae:4506.49463 validation_1-mae:6035.15430 [1037] validation_0-mae:4505.42041 validation_1-mae:6035.33496 [1038] validation_0-mae:4504.32959 validation_1-mae:6035.31689 [1039] validation_0-mae:4503.18359 validation_1-mae:6035.60254 [1040] validation_0-mae:4501.90772 validation_1-mae:6035.05273 [1041] validation_0-mae:4500.40527 validation_1-mae:6034.85010 [1042] validation_0-mae:4499.16553 validation_1-mae:6034.34228 [1043] validation_0-mae:4498.32764 validation_1-mae:6034.02637 [1044] validation_0-mae:4496.85986 validation_1-mae:6033.60693 [1045] validation_0-mae:4495.93799 validation_1-mae:6033.79834 [1046] validation_0-mae:4495.35352 validation_1-mae:6033.72461 [1047] validation_0-mae:4492.92871 validation_1-mae:6033.49463 [1048] validation_0-mae:4492.00684 validation_1-mae:6033.11768 [1049] validation_0-mae:4490.98438 validation_1-mae:6032.94580 [1050] validation_0-mae:4488.85205 validation_1-mae:6032.20850 [1051] validation_0-mae:4486.74365 validation_1-mae:6031.90430 [1052] validation_0-mae:4485.06689 validation_1-mae:6032.13330 [1053] validation_0-mae:4483.38525 validation_1-mae:6031.80615 [1054] validation_0-mae:4481.80615 validation_1-mae:6031.56592 [1055] validation_0-mae:4481.06982 validation_1-mae:6031.13916 [1056] validation_0-mae:4480.29443 validation_1-mae:6031.38184 [1057] validation_0-mae:4478.74219 validation_1-mae:6031.21875 [1058] validation_0-mae:4477.41357 validation_1-mae:6030.48730 [1059] validation_0-mae:4474.77930 validation_1-mae:6029.50879 [1060] validation_0-mae:4473.05664 validation_1-mae:6029.04932 [1061] validation_0-mae:4471.89160 validation_1-mae:6028.84814 [1062] validation_0-mae:4471.42578 validation_1-mae:6028.80664 [1063] validation_0-mae:4468.91016 validation_1-mae:6028.89600 [1064] validation_0-mae:4467.84717 validation_1-mae:6028.66553 [1065] validation_0-mae:4466.81934 validation_1-mae:6028.84424 [1066] validation_0-mae:4466.32471 validation_1-mae:6028.80176 [1067] validation_0-mae:4465.36572 validation_1-mae:6028.61768 [1068] validation_0-mae:4464.87744 validation_1-mae:6028.60107 [1069] validation_0-mae:4464.28369 validation_1-mae:6028.73779 [1070] validation_0-mae:4463.21777 validation_1-mae:6028.85498 [1071] validation_0-mae:4462.69092 validation_1-mae:6028.23291 [1072] validation_0-mae:4460.91309 validation_1-mae:6027.10986 [1073] validation_0-mae:4460.40137 validation_1-mae:6026.95508 [1074] validation_0-mae:4458.87353 validation_1-mae:6026.58057 [1075] validation_0-mae:4456.96338 validation_1-mae:6025.47559 [1076] validation_0-mae:4455.68457 validation_1-mae:6025.25439 [1077] validation_0-mae:4454.98828 validation_1-mae:6025.18408 [1078] validation_0-mae:4453.94336 validation_1-mae:6024.88525 [1079] validation_0-mae:4452.52539 validation_1-mae:6024.95654 [1080] validation_0-mae:4451.85010 validation_1-mae:6024.83594 [1081] validation_0-mae:4450.47949 validation_1-mae:6024.74316 [1082] validation_0-mae:4449.80811 validation_1-mae:6024.83789 [1083] validation_0-mae:4448.62061 validation_1-mae:6024.58545 [1084] validation_0-mae:4447.87842 validation_1-mae:6024.32910 [1085] validation_0-mae:4447.80811 validation_1-mae:6024.37744 [1086] validation_0-mae:4446.79443 validation_1-mae:6024.19385 [1087] validation_0-mae:4445.02686 validation_1-mae:6023.97412 [1088] validation_0-mae:4443.46094 validation_1-mae:6023.37061 [1089] validation_0-mae:4442.76758 validation_1-mae:6023.71143 [1090] validation_0-mae:4442.31299 validation_1-mae:6023.57227 [1091] validation_0-mae:4442.09180 validation_1-mae:6023.66553 [1092] validation_0-mae:4442.01123 validation_1-mae:6023.63574 [1093] validation_0-mae:4441.74072 validation_1-mae:6023.85596 [1094] validation_0-mae:4440.39014 validation_1-mae:6023.81885 [1095] validation_0-mae:4438.90723 validation_1-mae:6023.71680 [1096] validation_0-mae:4438.10010 validation_1-mae:6023.29834 [1097] validation_0-mae:4436.43359 validation_1-mae:6022.69580 [1098] validation_0-mae:4435.82031 validation_1-mae:6022.39404 [1099] validation_0-mae:4434.91650 validation_1-mae:6022.49072 [1100] validation_0-mae:4433.95508 validation_1-mae:6022.64453 [1101] validation_0-mae:4432.79346 validation_1-mae:6022.93408 [1102] validation_0-mae:4430.57227 validation_1-mae:6022.77197 [1103] validation_0-mae:4429.12353 validation_1-mae:6022.87451 [1104] validation_0-mae:4428.37549 validation_1-mae:6022.69580 [1105] validation_0-mae:4427.12305 validation_1-mae:6022.86523 [1106] validation_0-mae:4426.10010 validation_1-mae:6022.31348 [1107] validation_0-mae:4425.15625 validation_1-mae:6021.86133 [1108] validation_0-mae:4423.41943 validation_1-mae:6022.14014 [1109] validation_0-mae:4422.06982 validation_1-mae:6022.06982 [1110] validation_0-mae:4421.09912 validation_1-mae:6022.66260 [1111] validation_0-mae:4419.99512 validation_1-mae:6022.73389 [1112] validation_0-mae:4418.56641 validation_1-mae:6022.96289 [1113] validation_0-mae:4417.65674 validation_1-mae:6023.38818 [1114] validation_0-mae:4416.42725 validation_1-mae:6023.04053 [1115] validation_0-mae:4415.36768 validation_1-mae:6023.23486 [1116] validation_0-mae:4414.12598 validation_1-mae:6022.73340 [1117] validation_0-mae:4412.84473 validation_1-mae:6023.51562 [1118] validation_0-mae:4412.02148 validation_1-mae:6023.43603 [1119] validation_0-mae:4411.34180 validation_1-mae:6023.32959 [1120] validation_0-mae:4410.38574 validation_1-mae:6023.32910 [1121] validation_0-mae:4409.16992 validation_1-mae:6022.28027 [1122] validation_0-mae:4407.52539 validation_1-mae:6022.40820 [1123] validation_0-mae:4406.68750 validation_1-mae:6022.01855 [1124] validation_0-mae:4406.03174 validation_1-mae:6022.31836 [1125] validation_0-mae:4404.22949 validation_1-mae:6021.61523 [1126] validation_0-mae:4403.24365 validation_1-mae:6021.65527 [1127] validation_0-mae:4402.39990 validation_1-mae:6021.99805 [1128] validation_0-mae:4401.54590 validation_1-mae:6022.10986 [1129] validation_0-mae:4399.95459 validation_1-mae:6021.82129 [1130] validation_0-mae:4399.23047 validation_1-mae:6021.95312 [1131] validation_0-mae:4398.19531 validation_1-mae:6021.71973 [1132] validation_0-mae:4397.63037 validation_1-mae:6021.62744 [1133] validation_0-mae:4396.67383 validation_1-mae:6021.76172 [1134] validation_0-mae:4395.20020 validation_1-mae:6022.32715 [1135] validation_0-mae:4394.67090 validation_1-mae:6022.36719 [1136] validation_0-mae:4393.89941 validation_1-mae:6022.09522 [1137] validation_0-mae:4393.01074 validation_1-mae:6021.74658 [1138] validation_0-mae:4391.87305 validation_1-mae:6021.66357 [1139] validation_0-mae:4390.83594 validation_1-mae:6021.35400 [1140] validation_0-mae:4389.99756 validation_1-mae:6021.71436 [1141] validation_0-mae:4389.18359 validation_1-mae:6021.45654 [1142] validation_0-mae:4388.81641 validation_1-mae:6021.44238 [1143] validation_0-mae:4388.23975 validation_1-mae:6021.68701 [1144] validation_0-mae:4387.41699 validation_1-mae:6021.04443 [1145] validation_0-mae:4386.75488 validation_1-mae:6020.79688 [1146] validation_0-mae:4385.70020 validation_1-mae:6020.59814 [1147] validation_0-mae:4384.92871 validation_1-mae:6020.70654 [1148] validation_0-mae:4383.45996 validation_1-mae:6020.19678 [1149] validation_0-mae:4382.53467 validation_1-mae:6020.15137 [1150] validation_0-mae:4381.62891 validation_1-mae:6020.03125 [1151] validation_0-mae:4380.67627 validation_1-mae:6020.09277 [1152] validation_0-mae:4380.11035 validation_1-mae:6020.27637 [1153] validation_0-mae:4379.68701 validation_1-mae:6020.23877 [1154] validation_0-mae:4378.69287 validation_1-mae:6020.04248 [1155] validation_0-mae:4377.76709 validation_1-mae:6020.50342 [1156] validation_0-mae:4376.54736 validation_1-mae:6020.12158 [1157] validation_0-mae:4375.76758 validation_1-mae:6019.85742 [1158] validation_0-mae:4375.23291 validation_1-mae:6020.17432 [1159] validation_0-mae:4374.72119 validation_1-mae:6020.18994 [1160] validation_0-mae:4373.77490 validation_1-mae:6020.00928 [1161] validation_0-mae:4373.04248 validation_1-mae:6020.14697 [1162] validation_0-mae:4371.61621 validation_1-mae:6020.65772 [1163] validation_0-mae:4371.10059 validation_1-mae:6020.74463 [1164] validation_0-mae:4370.63379 validation_1-mae:6020.95605 [1165] validation_0-mae:4368.52246 validation_1-mae:6021.39648 [1166] validation_0-mae:4367.67627 validation_1-mae:6021.45117 [1167] validation_0-mae:4367.42920 validation_1-mae:6021.34375 [1168] validation_0-mae:4366.22559 validation_1-mae:6020.38086 [1169] validation_0-mae:4364.75537 validation_1-mae:6019.53516 [1170] validation_0-mae:4364.41357 validation_1-mae:6019.63770 [1171] validation_0-mae:4363.71631 validation_1-mae:6019.68555 [1172] validation_0-mae:4362.96484 validation_1-mae:6020.01611 [1173] validation_0-mae:4362.14307 validation_1-mae:6020.35840 [1174] validation_0-mae:4361.98389 validation_1-mae:6020.51025 [1175] validation_0-mae:4361.11084 validation_1-mae:6020.65967 [1176] validation_0-mae:4359.78125 validation_1-mae:6020.44531 [1177] validation_0-mae:4358.72852 validation_1-mae:6020.43262 [1178] validation_0-mae:4356.85986 validation_1-mae:6020.73047 [1179] validation_0-mae:4355.96436 validation_1-mae:6020.86523 [1180] validation_0-mae:4355.36963 validation_1-mae:6021.07666 [1181] validation_0-mae:4354.18799 validation_1-mae:6021.38672 [1182] validation_0-mae:4351.61523 validation_1-mae:6020.77539 [1183] validation_0-mae:4350.03320 validation_1-mae:6020.07568 [1184] validation_0-mae:4348.42969 validation_1-mae:6020.59717 [1185] validation_0-mae:4347.47607 validation_1-mae:6019.85010 [1186] validation_0-mae:4345.97949 validation_1-mae:6020.08789 [1187] validation_0-mae:4344.67676 validation_1-mae:6019.66162 [1188] validation_0-mae:4343.44629 validation_1-mae:6019.42871 [1189] validation_0-mae:4342.41992 validation_1-mae:6019.05029 [1190] validation_0-mae:4341.20947 validation_1-mae:6018.75635 [1191] validation_0-mae:4340.43750 validation_1-mae:6018.58203 [1192] validation_0-mae:4338.57129 validation_1-mae:6017.77051 [1193] validation_0-mae:4336.76221 validation_1-mae:6017.28125 [1194] validation_0-mae:4335.17236 validation_1-mae:6017.07471 [1195] validation_0-mae:4334.41211 validation_1-mae:6017.04541 [1196] validation_0-mae:4333.02539 validation_1-mae:6016.80273 [1197] validation_0-mae:4331.62647 validation_1-mae:6016.49853 [1198] validation_0-mae:4330.11279 validation_1-mae:6016.75928 [1199] validation_0-mae:4328.89990 validation_1-mae:6016.93164 [1200] validation_0-mae:4327.77441 validation_1-mae:6016.37256 [1201] validation_0-mae:4326.55420 validation_1-mae:6016.58105 [1202] validation_0-mae:4325.37158 validation_1-mae:6016.83447 [1203] validation_0-mae:4324.57764 validation_1-mae:6016.74316 [1204] validation_0-mae:4323.82861 validation_1-mae:6016.41602 [1205] validation_0-mae:4323.75195 validation_1-mae:6016.40088 [1206] validation_0-mae:4322.66211 validation_1-mae:6016.55518 [1207] validation_0-mae:4322.39795 validation_1-mae:6016.20312 [1208] validation_0-mae:4321.39111 validation_1-mae:6016.45068 [1209] validation_0-mae:4320.54932 validation_1-mae:6016.41309 [1210] validation_0-mae:4318.98535 validation_1-mae:6016.63477 [1211] validation_0-mae:4318.10547 validation_1-mae:6016.21777 [1212] validation_0-mae:4316.74658 validation_1-mae:6016.43262 [1213] validation_0-mae:4315.39111 validation_1-mae:6016.41357 [1214] validation_0-mae:4314.17285 validation_1-mae:6016.80811 [1215] validation_0-mae:4313.00635 validation_1-mae:6016.80908 [1216] validation_0-mae:4312.07812 validation_1-mae:6016.33447 [1217] validation_0-mae:4311.10303 validation_1-mae:6016.10449 [1218] validation_0-mae:4310.35352 validation_1-mae:6016.29443 [1219] validation_0-mae:4309.42139 validation_1-mae:6016.73193 [1220] validation_0-mae:4307.30127 validation_1-mae:6015.55078 [1221] validation_0-mae:4305.65381 validation_1-mae:6015.24121 [1222] validation_0-mae:4304.26465 validation_1-mae:6015.81055 [1223] validation_0-mae:4302.99512 validation_1-mae:6015.80566 [1224] validation_0-mae:4301.89307 validation_1-mae:6015.52832 [1225] validation_0-mae:4300.83057 validation_1-mae:6015.32764 [1226] validation_0-mae:4299.89941 validation_1-mae:6015.16064 [1227] validation_0-mae:4298.73047 validation_1-mae:6015.21289 [1228] validation_0-mae:4298.02734 validation_1-mae:6015.41211 [1229] validation_0-mae:4296.60840 validation_1-mae:6015.61328 [1230] validation_0-mae:4295.58203 validation_1-mae:6015.78516 [1231] validation_0-mae:4294.76758 validation_1-mae:6016.52197 [1232] validation_0-mae:4294.02344 validation_1-mae:6016.06689 [1233] validation_0-mae:4293.02002 validation_1-mae:6016.06494 [1234] validation_0-mae:4292.20996 validation_1-mae:6015.75293 [1235] validation_0-mae:4291.64502 validation_1-mae:6015.89941 [1236] validation_0-mae:4290.19482 validation_1-mae:6015.28564 [1237] validation_0-mae:4288.87451 validation_1-mae:6015.15430 [1238] validation_0-mae:4287.37207 validation_1-mae:6015.28272 [1239] validation_0-mae:4285.88379 validation_1-mae:6014.62012 [1240] validation_0-mae:4285.32178 validation_1-mae:6014.37305 [1241] validation_0-mae:4284.11719 validation_1-mae:6013.66162 [1242] validation_0-mae:4283.60400 validation_1-mae:6013.65478 [1243] validation_0-mae:4283.17236 validation_1-mae:6013.65869 [1244] validation_0-mae:4282.92041 validation_1-mae:6013.76660 [1245] validation_0-mae:4282.11621 validation_1-mae:6013.66992 [1246] validation_0-mae:4281.97217 validation_1-mae:6013.76270 [1247] validation_0-mae:4281.08154 validation_1-mae:6013.48535 [1248] validation_0-mae:4280.17480 validation_1-mae:6013.41846 [1249] validation_0-mae:4280.02344 validation_1-mae:6013.54443 [1250] validation_0-mae:4278.96924 validation_1-mae:6013.01611 [1251] validation_0-mae:4278.81055 validation_1-mae:6012.95996 [1252] validation_0-mae:4278.57080 validation_1-mae:6012.87744 [1253] validation_0-mae:4278.30469 validation_1-mae:6012.85303 [1254] validation_0-mae:4278.17822 validation_1-mae:6012.79053 [1255] validation_0-mae:4277.65137 validation_1-mae:6013.18018 [1256] validation_0-mae:4276.90723 validation_1-mae:6012.90820 [1257] validation_0-mae:4276.18311 validation_1-mae:6013.01172 [1258] validation_0-mae:4274.79688 validation_1-mae:6013.26025 [1259] validation_0-mae:4273.94141 validation_1-mae:6013.53174 [1260] validation_0-mae:4273.35010 validation_1-mae:6013.74170 [1261] validation_0-mae:4272.25195 validation_1-mae:6014.20557 [1262] validation_0-mae:4271.35596 validation_1-mae:6013.96338 [1263] validation_0-mae:4270.34863 validation_1-mae:6013.61523 [1264] validation_0-mae:4269.38428 validation_1-mae:6013.13232 [1265] validation_0-mae:4268.49023 validation_1-mae:6013.29785 [1266] validation_0-mae:4267.40283 validation_1-mae:6013.32861 [1267] validation_0-mae:4265.64941 validation_1-mae:6014.00635 [1268] validation_0-mae:4264.83203 validation_1-mae:6014.05664 [1269] validation_0-mae:4264.22607 validation_1-mae:6014.21338 [1270] validation_0-mae:4262.81006 validation_1-mae:6014.49463 [1271] validation_0-mae:4260.93408 validation_1-mae:6014.20117 [1272] validation_0-mae:4259.30078 validation_1-mae:6013.44922 [1273] validation_0-mae:4258.75635 validation_1-mae:6013.69385 [1274] validation_0-mae:4257.29248 validation_1-mae:6013.40674 [1275] validation_0-mae:4256.61572 validation_1-mae:6013.38721 [1276] validation_0-mae:4255.07080 validation_1-mae:6012.90039 [1277] validation_0-mae:4253.55664 validation_1-mae:6012.20850 [1278] validation_0-mae:4252.33398 validation_1-mae:6012.45068 [1279] validation_0-mae:4251.43115 validation_1-mae:6012.52148 [1280] validation_0-mae:4249.93701 validation_1-mae:6012.26611 [1281] validation_0-mae:4248.78320 validation_1-mae:6012.54102 [1282] validation_0-mae:4246.90137 validation_1-mae:6012.81738 [1283] validation_0-mae:4246.04736 validation_1-mae:6013.12402 [1284] validation_0-mae:4244.16211 validation_1-mae:6013.02930 [1285] validation_0-mae:4242.79443 validation_1-mae:6013.08447 [1286] validation_0-mae:4241.46338 validation_1-mae:6013.09033 [1287] validation_0-mae:4239.70117 validation_1-mae:6013.27978 [1288] validation_0-mae:4238.08398 validation_1-mae:6013.48047 [1289] validation_0-mae:4236.14795 validation_1-mae:6012.89453 [1290] validation_0-mae:4235.28662 validation_1-mae:6012.69678 [1291] validation_0-mae:4233.94824 validation_1-mae:6012.46484 [1292] validation_0-mae:4232.96582 validation_1-mae:6012.20264 [1293] validation_0-mae:4232.15234 validation_1-mae:6012.50586 [1294] validation_0-mae:4231.31738 validation_1-mae:6012.64600 [1295] validation_0-mae:4230.48828 validation_1-mae:6012.71631 [1296] validation_0-mae:4228.89062 validation_1-mae:6012.27051 [1297] validation_0-mae:4227.81445 validation_1-mae:6012.12207 [1298] validation_0-mae:4226.51660 validation_1-mae:6012.15430 [1299] validation_0-mae:4225.97266 validation_1-mae:6012.18848 [1300] validation_0-mae:4225.12451 validation_1-mae:6012.43945 [1301] validation_0-mae:4224.12598 validation_1-mae:6012.42285 [1302] validation_0-mae:4223.48193 validation_1-mae:6012.48145 [1303] validation_0-mae:4222.87549 validation_1-mae:6012.36719 [1304] validation_0-mae:4221.99268 validation_1-mae:6012.17432 [1305] validation_0-mae:4221.19873 validation_1-mae:6012.04639 [1306] validation_0-mae:4220.49414 validation_1-mae:6012.26904 [1307] validation_0-mae:4219.26758 validation_1-mae:6012.29443 [1308] validation_0-mae:4218.17334 validation_1-mae:6013.02002 [1309] validation_0-mae:4216.86670 validation_1-mae:6012.87891 [1310] validation_0-mae:4215.29883 validation_1-mae:6012.30762 [1311] validation_0-mae:4214.71533 validation_1-mae:6012.10938 [1312] validation_0-mae:4213.37744 validation_1-mae:6012.00781 [1313] validation_0-mae:4212.10596 validation_1-mae:6012.10303 [1314] validation_0-mae:4211.07764 validation_1-mae:6012.08496 [1315] validation_0-mae:4210.57227 validation_1-mae:6011.86768 [1316] validation_0-mae:4209.56494 validation_1-mae:6011.34668 [1317] validation_0-mae:4208.01123 validation_1-mae:6011.84228 [1318] validation_0-mae:4207.34912 validation_1-mae:6012.10498 [1319] validation_0-mae:4207.15478 validation_1-mae:6011.78613 [1320] validation_0-mae:4206.43018 validation_1-mae:6011.68799 [1321] validation_0-mae:4206.31103 validation_1-mae:6011.57959 [1322] validation_0-mae:4206.25391 validation_1-mae:6011.66162 [1323] validation_0-mae:4205.68506 validation_1-mae:6011.94092 [1324] validation_0-mae:4204.62158 validation_1-mae:6012.23340 [1325] validation_0-mae:4203.82910 validation_1-mae:6012.75488 [1326] validation_0-mae:4202.74902 validation_1-mae:6012.95898 [1327] validation_0-mae:4202.72998 validation_1-mae:6013.01660 [1328] validation_0-mae:4202.50928 validation_1-mae:6013.10840 [1329] validation_0-mae:4202.47363 validation_1-mae:6013.12647 [1330] validation_0-mae:4201.85107 validation_1-mae:6013.01318 [1331] validation_0-mae:4201.66748 validation_1-mae:6012.93897 [1332] validation_0-mae:4200.99707 validation_1-mae:6013.80273 [1333] validation_0-mae:4200.19482 validation_1-mae:6013.51172 [1334] validation_0-mae:4199.52100 validation_1-mae:6013.89404 [1335] validation_0-mae:4199.21484 validation_1-mae:6014.10938 [1336] validation_0-mae:4197.91162 validation_1-mae:6013.14404 [1337] validation_0-mae:4196.93457 validation_1-mae:6013.15332 [1338] validation_0-mae:4195.78516 validation_1-mae:6013.87744 [1339] validation_0-mae:4194.92041 validation_1-mae:6013.98096 [1340] validation_0-mae:4194.15478 validation_1-mae:6013.88330 [1341] validation_0-mae:4193.38379 validation_1-mae:6013.70752 [1342] validation_0-mae:4193.08545 validation_1-mae:6013.64990 [1343] validation_0-mae:4192.73779 validation_1-mae:6013.66064 [1344] validation_0-mae:4192.41895 validation_1-mae:6013.83496 [1345] validation_0-mae:4192.17920 validation_1-mae:6013.91016 [1346] validation_0-mae:4191.40430 validation_1-mae:6014.12451 [1347] validation_0-mae:4190.97168 validation_1-mae:6013.87061 [1348] validation_0-mae:4189.08154 validation_1-mae:6013.42383 [1349] validation_0-mae:4187.51367 validation_1-mae:6012.44434 [1350] validation_0-mae:4186.71728 validation_1-mae:6012.02148 [1351] validation_0-mae:4185.37793 validation_1-mae:6012.32520 [1352] validation_0-mae:4184.51855 validation_1-mae:6012.27832 [1353] validation_0-mae:4183.31934 validation_1-mae:6011.76123 [1354] validation_0-mae:4182.63281 validation_1-mae:6011.67627 [1355] validation_0-mae:4181.17871 validation_1-mae:6010.67041 [1356] validation_0-mae:4179.74853 validation_1-mae:6010.80176 [1357] validation_0-mae:4178.65332 validation_1-mae:6010.66553 [1358] validation_0-mae:4177.09424 validation_1-mae:6010.55664 [1359] validation_0-mae:4175.77588 validation_1-mae:6010.83545 [1360] validation_0-mae:4175.19482 validation_1-mae:6010.75098 [1361] validation_0-mae:4174.11963 validation_1-mae:6011.49707 [1362] validation_0-mae:4172.99756 validation_1-mae:6011.80762 [1363] validation_0-mae:4172.28662 validation_1-mae:6012.08594 [1364] validation_0-mae:4170.87695 validation_1-mae:6011.68848 [1365] validation_0-mae:4169.32080 validation_1-mae:6011.60986 [1366] validation_0-mae:4168.46533 validation_1-mae:6011.44238 [1367] validation_0-mae:4167.19971 validation_1-mae:6011.49512 [1368] validation_0-mae:4166.44531 validation_1-mae:6011.73145 [1369] validation_0-mae:4166.08789 validation_1-mae:6011.82129 [1370] validation_0-mae:4165.45703 validation_1-mae:6012.08838 [1371] validation_0-mae:4164.21289 validation_1-mae:6012.71533 [1372] validation_0-mae:4163.41699 validation_1-mae:6013.10352 [1373] validation_0-mae:4162.86475 validation_1-mae:6013.00439 [1374] validation_0-mae:4162.32666 validation_1-mae:6012.86133 [1375] validation_0-mae:4162.17627 validation_1-mae:6012.95312 [1376] validation_0-mae:4161.51025 validation_1-mae:6012.77393 [1377] validation_0-mae:4160.30176 validation_1-mae:6012.77344 [1378] validation_0-mae:4159.26855 validation_1-mae:6013.18213 [1379] validation_0-mae:4158.53955 validation_1-mae:6012.95361 [1380] validation_0-mae:4157.56885 validation_1-mae:6012.59619 [1381] validation_0-mae:4156.40332 validation_1-mae:6012.57715 [1382] validation_0-mae:4155.60400 validation_1-mae:6011.96484 [1383] validation_0-mae:4154.20068 validation_1-mae:6012.18066 [1384] validation_0-mae:4152.95410 validation_1-mae:6012.06397 [1385] validation_0-mae:4152.05078 validation_1-mae:6012.31152 [1386] validation_0-mae:4151.26562 validation_1-mae:6012.18701 [1387] validation_0-mae:4150.62207 validation_1-mae:6012.12891 [1388] validation_0-mae:4148.63965 validation_1-mae:6012.12793 [1389] validation_0-mae:4147.32129 validation_1-mae:6011.92236 [1390] validation_0-mae:4146.44043 validation_1-mae:6011.92090 [1391] validation_0-mae:4145.49756 validation_1-mae:6011.86572 [1392] validation_0-mae:4145.06934 validation_1-mae:6011.89795 [1393] validation_0-mae:4143.31592 validation_1-mae:6012.14307 [1394] validation_0-mae:4142.65478 validation_1-mae:6012.04297 [1395] validation_0-mae:4140.81445 validation_1-mae:6011.88330 [1396] validation_0-mae:4139.75635 validation_1-mae:6012.12891 [1397] validation_0-mae:4138.68164 validation_1-mae:6011.78760 [1398] validation_0-mae:4137.73486 validation_1-mae:6012.11035 [1399] validation_0-mae:4136.39502 validation_1-mae:6011.96191 [1400] validation_0-mae:4135.57471 validation_1-mae:6011.74902 [1401] validation_0-mae:4134.47217 validation_1-mae:6012.13184 [1402] validation_0-mae:4133.13135 validation_1-mae:6011.41943 [1403] validation_0-mae:4132.87402 validation_1-mae:6011.51758 [1404] validation_0-mae:4131.64307 validation_1-mae:6011.59424 [1405] validation_0-mae:4131.32324 validation_1-mae:6012.16504 [1406] validation_0-mae:4130.63721 validation_1-mae:6011.85400 [1407] validation_0-mae:4130.04736 validation_1-mae:6011.56397 [1408] validation_0-mae:4128.35107 validation_1-mae:6011.30469 [1409] validation_0-mae:4127.17432 validation_1-mae:6011.91064 [1410] validation_0-mae:4126.46338 validation_1-mae:6011.96143 [1411] validation_0-mae:4125.82910 validation_1-mae:6011.99463 [1412] validation_0-mae:4124.35645 validation_1-mae:6012.20850 [1413] validation_0-mae:4123.61328 validation_1-mae:6012.28906 [1414] validation_0-mae:4122.58545 validation_1-mae:6012.82959 [1415] validation_0-mae:4121.87598 validation_1-mae:6013.04053 [1416] validation_0-mae:4120.80713 validation_1-mae:6013.00830 [1417] validation_0-mae:4119.72217 validation_1-mae:6012.49463 [1418] validation_0-mae:4119.16602 validation_1-mae:6012.43994 [1419] validation_0-mae:4118.85059 validation_1-mae:6012.42383 [1420] validation_0-mae:4118.40332 validation_1-mae:6012.39990 [1421] validation_0-mae:4117.93262 validation_1-mae:6012.27393 [1422] validation_0-mae:4116.58252 validation_1-mae:6012.17969 [1423] validation_0-mae:4115.88477 validation_1-mae:6012.67871 [1424] validation_0-mae:4114.33008 validation_1-mae:6012.31103 [1425] validation_0-mae:4113.30176 validation_1-mae:6011.89111 [1426] validation_0-mae:4112.24023 validation_1-mae:6012.18018 [1427] validation_0-mae:4111.38477 validation_1-mae:6012.33936 [1428] validation_0-mae:4110.47314 validation_1-mae:6012.35547 [1429] validation_0-mae:4109.58252 validation_1-mae:6011.74756 [1430] validation_0-mae:4108.70361 validation_1-mae:6011.93603 [1431] validation_0-mae:4108.15625 validation_1-mae:6011.86230 [1432] validation_0-mae:4107.21631 validation_1-mae:6012.12109 [1433] validation_0-mae:4107.16162 validation_1-mae:6012.10938 [1434] validation_0-mae:4105.70068 validation_1-mae:6011.74170 [1435] validation_0-mae:4104.91504 validation_1-mae:6011.67627 [1436] validation_0-mae:4104.33740 validation_1-mae:6011.59522 [1437] validation_0-mae:4103.22510 validation_1-mae:6011.41943 [1438] validation_0-mae:4102.76660 validation_1-mae:6011.27783 [1439] validation_0-mae:4101.45898 validation_1-mae:6011.66064 [1440] validation_0-mae:4100.33984 validation_1-mae:6011.56250 [1441] validation_0-mae:4099.29443 validation_1-mae:6011.40723 [1442] validation_0-mae:4098.51074 validation_1-mae:6011.22998 [1443] validation_0-mae:4097.84619 validation_1-mae:6011.19434 [1444] validation_0-mae:4097.23242 validation_1-mae:6011.84424 [1445] validation_0-mae:4095.76514 validation_1-mae:6011.71728 [1446] validation_0-mae:4095.15747 validation_1-mae:6011.15723 [1447] validation_0-mae:4094.56738 validation_1-mae:6011.35889 [1448] validation_0-mae:4094.31714 validation_1-mae:6011.41357 [1449] validation_0-mae:4093.53149 validation_1-mae:6011.37549 [1450] validation_0-mae:4092.61670 validation_1-mae:6011.57031 [1451] validation_0-mae:4091.10327 validation_1-mae:6011.99561 [1452] validation_0-mae:4089.57617 validation_1-mae:6012.03272 [1453] validation_0-mae:4088.90527 validation_1-mae:6012.16357 [1454] validation_0-mae:4087.82861 validation_1-mae:6011.77002 [1455] validation_0-mae:4086.17310 validation_1-mae:6011.21631 [1456] validation_0-mae:4084.56714 validation_1-mae:6012.21777 [1457] validation_0-mae:4084.01099 validation_1-mae:6012.14111 [1458] validation_0-mae:4083.28833 validation_1-mae:6012.19189 [1459] validation_0-mae:4082.10742 validation_1-mae:6012.48389 [1460] validation_0-mae:4080.73560 validation_1-mae:6012.43750 [1461] validation_0-mae:4079.35767 validation_1-mae:6012.52783 [1462] validation_0-mae:4078.73755 validation_1-mae:6013.05322 [1463] validation_0-mae:4077.20337 validation_1-mae:6012.79688 [1464] validation_0-mae:4076.65479 validation_1-mae:6013.03613 [1465] validation_0-mae:4075.57349 validation_1-mae:6013.03760 [1466] validation_0-mae:4074.40332 validation_1-mae:6013.50098 [1467] validation_0-mae:4073.40771 validation_1-mae:6013.93408 [1468] validation_0-mae:4073.06030 validation_1-mae:6014.13281 [1469] validation_0-mae:4071.28174 validation_1-mae:6014.11426 [1470] validation_0-mae:4070.58179 validation_1-mae:6014.09180 [1471] validation_0-mae:4070.16626 validation_1-mae:6014.05762 [1472] validation_0-mae:4069.50244 validation_1-mae:6014.14941 [1473] validation_0-mae:4068.94824 validation_1-mae:6014.51221 [1474] validation_0-mae:4068.07495 validation_1-mae:6014.42041 [1475] validation_0-mae:4067.17065 validation_1-mae:6014.50928 [1476] validation_0-mae:4066.65137 validation_1-mae:6014.93897 [1477] validation_0-mae:4066.30859 validation_1-mae:6015.11865 [1478] validation_0-mae:4065.88428 validation_1-mae:6015.11377 [1479] validation_0-mae:4065.47607 validation_1-mae:6014.85205 [1480] validation_0-mae:4064.68604 validation_1-mae:6014.40918 [1481] validation_0-mae:4064.17822 validation_1-mae:6014.41699 [1482] validation_0-mae:4063.19043 validation_1-mae:6014.10352 [1483] validation_0-mae:4062.44263 validation_1-mae:6014.27148 [1484] validation_0-mae:4061.77051 validation_1-mae:6014.17773 [1485] validation_0-mae:4060.95044 validation_1-mae:6014.18262 [1486] validation_0-mae:4060.24976 validation_1-mae:6014.14355 [1487] validation_0-mae:4058.73975 validation_1-mae:6014.65088 [1488] validation_0-mae:4058.19482 validation_1-mae:6014.68799 [1489] validation_0-mae:4057.40576 validation_1-mae:6014.43408 [1490] validation_0-mae:4056.77441 validation_1-mae:6014.75293 [1491] validation_0-mae:4055.67139 validation_1-mae:6015.35547 [1492] validation_0-mae:4055.14478 validation_1-mae:6015.72754 [1493] validation_0-mae:4054.46826 validation_1-mae:6015.46387 [1494] validation_0-mae:4053.09131 validation_1-mae:6015.84570 [1495] validation_0-mae:4052.00122 validation_1-mae:6015.67334 [1496] validation_0-mae:4051.37866 validation_1-mae:6016.06494 [1497] validation_0-mae:4050.39575 validation_1-mae:6015.92676 [1498] validation_0-mae:4049.69751 validation_1-mae:6016.13428 [1499] validation_0-mae:4048.20508 validation_1-mae:6016.29980 [1500] validation_0-mae:4046.86011 validation_1-mae:6015.97510 [1501] validation_0-mae:4046.10571 validation_1-mae:6016.06152 [1502] validation_0-mae:4045.00855 validation_1-mae:6016.06103 [1503] validation_0-mae:4043.32324 validation_1-mae:6015.23486 [1504] validation_0-mae:4042.33301 validation_1-mae:6015.72559 [1505] validation_0-mae:4041.35205 validation_1-mae:6015.86865 [1506] validation_0-mae:4040.16553 validation_1-mae:6015.49414 [1507] validation_0-mae:4039.62134 validation_1-mae:6016.03809 [1508] validation_0-mae:4038.45581 validation_1-mae:6016.14502 [1509] validation_0-mae:4037.35889 validation_1-mae:6016.35645 [1510] validation_0-mae:4036.65479 validation_1-mae:6016.05908 [1511] validation_0-mae:4036.04370 validation_1-mae:6016.38867 [1512] validation_0-mae:4035.25830 validation_1-mae:6016.40869 [1513] validation_0-mae:4034.43506 validation_1-mae:6016.54199 [1514] validation_0-mae:4033.39136 validation_1-mae:6016.30371 [1515] validation_0-mae:4032.14062 validation_1-mae:6016.58887 [1516] validation_0-mae:4031.05640 validation_1-mae:6017.21777 [1517] validation_0-mae:4030.51880 validation_1-mae:6016.92529 [1518] validation_0-mae:4029.90674 validation_1-mae:6017.33691 [1519] validation_0-mae:4029.25537 validation_1-mae:6017.76904 [1520] validation_0-mae:4028.78638 validation_1-mae:6017.96094 [1521] validation_0-mae:4028.22583 validation_1-mae:6017.88672 [1522] validation_0-mae:4027.67969 validation_1-mae:6018.02734 [1523] validation_0-mae:4027.29468 validation_1-mae:6017.86328 [1524] validation_0-mae:4026.84448 validation_1-mae:6017.78125 [1525] validation_0-mae:4025.57275 validation_1-mae:6018.06982 [1526] validation_0-mae:4025.36353 validation_1-mae:6018.02344 [1527] validation_0-mae:4024.67481 validation_1-mae:6018.45654 [1528] validation_0-mae:4023.85986 validation_1-mae:6018.48828 [1529] validation_0-mae:4022.26025 validation_1-mae:6018.03418 [1530] validation_0-mae:4021.95483 validation_1-mae:6017.95459 [1531] validation_0-mae:4021.44238 validation_1-mae:6018.00781 [1532] validation_0-mae:4021.36694 validation_1-mae:6018.06885 [1533] validation_0-mae:4021.32227 validation_1-mae:6018.07520 [1534] validation_0-mae:4020.98706 validation_1-mae:6018.00342 [1535] validation_0-mae:4020.06494 validation_1-mae:6018.11328 [1536] validation_0-mae:4019.15747 validation_1-mae:6018.47461 [1537] validation_0-mae:4018.45117 validation_1-mae:6018.64404 [1538] validation_0-mae:4017.52930 validation_1-mae:6018.36230 [1539] validation_0-mae:4017.04077 validation_1-mae:6018.50684 [1540] validation_0-mae:4016.23779 validation_1-mae:6018.27002 [1541] validation_0-mae:4015.35938 validation_1-mae:6018.17480 [1542] validation_0-mae:4013.88159 validation_1-mae:6018.46826 [1543] validation_0-mae:4012.29468 validation_1-mae:6018.68066 [1544] validation_0-mae:4011.05249 validation_1-mae:6018.56299 [1545] validation_0-mae:4010.08887 validation_1-mae:6019.24853 [1546] validation_0-mae:4008.87793 validation_1-mae:6019.05078 [1547] validation_0-mae:4007.90869 validation_1-mae:6019.45996 [1548] validation_0-mae:4006.73779 validation_1-mae:6019.40381 [1549] validation_0-mae:4005.77075 validation_1-mae:6019.45996 [1550] validation_0-mae:4004.63599 validation_1-mae:6019.18262 [1551] validation_0-mae:4003.44141 validation_1-mae:6020.03857 [1552] validation_0-mae:4002.19312 validation_1-mae:6020.24707 [1553] validation_0-mae:4001.61694 validation_1-mae:6020.25147 [1554] validation_0-mae:4000.99561 validation_1-mae:6020.61230 [1555] validation_0-mae:4000.14062 validation_1-mae:6020.70947 [1556] validation_0-mae:3999.17847 validation_1-mae:6020.73779 [1557] validation_0-mae:3998.16235 validation_1-mae:6020.58350 [1558] validation_0-mae:3997.56250 validation_1-mae:6020.53272 [1559] validation_0-mae:3996.89307 validation_1-mae:6020.88818 [1560] validation_0-mae:3995.93774 validation_1-mae:6020.89014 [1561] validation_0-mae:3995.11768 validation_1-mae:6020.88428 [1562] validation_0-mae:3993.99219 validation_1-mae:6021.07764 [1563] validation_0-mae:3993.16431 validation_1-mae:6021.08496 [1564] validation_0-mae:3992.20679 validation_1-mae:6021.68945 [1565] validation_0-mae:3991.44507 validation_1-mae:6021.63867 [1566] validation_0-mae:3990.86987 validation_1-mae:6021.85938 [1567] validation_0-mae:3990.12769 validation_1-mae:6021.81348 [1568] validation_0-mae:3989.52881 validation_1-mae:6022.01660 [1569] validation_0-mae:3988.84546 validation_1-mae:6021.94824 [1570] validation_0-mae:3988.00000 validation_1-mae:6022.08643 [1571] validation_0-mae:3987.45996 validation_1-mae:6021.94482 [1572] validation_0-mae:3986.44189 validation_1-mae:6021.67480 [1573] validation_0-mae:3985.48242 validation_1-mae:6021.35449 [1574] validation_0-mae:3984.80420 validation_1-mae:6021.16357 [1575] validation_0-mae:3984.24097 validation_1-mae:6021.35449 [1576] validation_0-mae:3983.28296 validation_1-mae:6021.64355 [1577] validation_0-mae:3982.33960 validation_1-mae:6021.81836 [1578] validation_0-mae:3981.51269 validation_1-mae:6021.78809 [1579] validation_0-mae:3981.01025 validation_1-mae:6021.82568 [1580] validation_0-mae:3979.95361 validation_1-mae:6021.78418 [1581] validation_0-mae:3979.18433 validation_1-mae:6021.65625 [1582] validation_0-mae:3978.17944 validation_1-mae:6021.66162 [1583] validation_0-mae:3977.35815 validation_1-mae:6021.91211 [1584] validation_0-mae:3976.51929 validation_1-mae:6022.06006 [1585] validation_0-mae:3975.50732 validation_1-mae:6022.20020 [1586] validation_0-mae:3974.28589 validation_1-mae:6022.18018 [1587] validation_0-mae:3973.43433 validation_1-mae:6022.41455 [1588] validation_0-mae:3973.09863 validation_1-mae:6022.57080 [1589] validation_0-mae:3972.26904 validation_1-mae:6023.01025 [1590] validation_0-mae:3971.14453 validation_1-mae:6022.39111 [1591] validation_0-mae:3970.21289 validation_1-mae:6022.92871 [1592] validation_0-mae:3969.09180 validation_1-mae:6023.58301 [1593] validation_0-mae:3968.19385 validation_1-mae:6023.99121 [1594] validation_0-mae:3967.33276 validation_1-mae:6023.81689 [1595] validation_0-mae:3966.13257 validation_1-mae:6023.95166 [1596] validation_0-mae:3965.40576 validation_1-mae:6024.52051 [1597] validation_0-mae:3964.71899 validation_1-mae:6024.70166 [1598] validation_0-mae:3963.98071 validation_1-mae:6024.77832 [1599] validation_0-mae:3963.24634 validation_1-mae:6025.05127 [1600] validation_0-mae:3962.53833 validation_1-mae:6024.85010 [1601] validation_0-mae:3961.92212 validation_1-mae:6024.65430 [1602] validation_0-mae:3961.10547 validation_1-mae:6024.38525 [1603] validation_0-mae:3960.40503 validation_1-mae:6024.45703 [1604] validation_0-mae:3959.74243 validation_1-mae:6024.60645 [1605] validation_0-mae:3958.98584 validation_1-mae:6024.14893 [1606] validation_0-mae:3958.34546 validation_1-mae:6024.13135 [1607] validation_0-mae:3957.37329 validation_1-mae:6024.13184 [1608] validation_0-mae:3956.47485 validation_1-mae:6024.26270 [1609] validation_0-mae:3955.56274 validation_1-mae:6024.40625 [1610] validation_0-mae:3955.03369 validation_1-mae:6024.19775 [1611] validation_0-mae:3954.14404 validation_1-mae:6024.06885 [1612] validation_0-mae:3953.41699 validation_1-mae:6024.63477 [1613] validation_0-mae:3952.71387 validation_1-mae:6024.87402 [1614] validation_0-mae:3951.77148 validation_1-mae:6024.96826 [1615] validation_0-mae:3951.09985 validation_1-mae:6024.87549 [1616] validation_0-mae:3950.24683 validation_1-mae:6025.40576 [1617] validation_0-mae:3948.98804 validation_1-mae:6024.98096 [1618] validation_0-mae:3948.05029 validation_1-mae:6024.88721 [1619] validation_0-mae:3947.06616 validation_1-mae:6024.96436 [1620] validation_0-mae:3946.40503 validation_1-mae:6024.66943 [1621] validation_0-mae:3945.50024 validation_1-mae:6024.69434 [1622] validation_0-mae:3944.68188 validation_1-mae:6024.86621 [1623] validation_0-mae:3944.33057 validation_1-mae:6025.01123 [1624] validation_0-mae:3943.99023 validation_1-mae:6025.17969 [1625] validation_0-mae:3942.61426 validation_1-mae:6024.92432 [1626] validation_0-mae:3941.85644 validation_1-mae:6024.92041 [1627] validation_0-mae:3941.31299 validation_1-mae:6025.00684 [1628] validation_0-mae:3940.61743 validation_1-mae:6025.60400 [1629] validation_0-mae:3939.84473 validation_1-mae:6025.43359 [1630] validation_0-mae:3939.27686 validation_1-mae:6025.91016 [1631] validation_0-mae:3938.76172 validation_1-mae:6025.94727 [1632] validation_0-mae:3937.87329 validation_1-mae:6025.66846 [1633] validation_0-mae:3936.50977 validation_1-mae:6025.19043 [1634] validation_0-mae:3935.41894 validation_1-mae:6025.34326 [1635] validation_0-mae:3934.05371 validation_1-mae:6025.54541 [1636] validation_0-mae:3932.85986 validation_1-mae:6025.47949 [1637] validation_0-mae:3931.72437 validation_1-mae:6025.36670 [1638] validation_0-mae:3931.05054 validation_1-mae:6025.68359 [1639] validation_0-mae:3930.24268 validation_1-mae:6025.75391 [1640] validation_0-mae:3928.77344 validation_1-mae:6026.12695 [1641] validation_0-mae:3927.61890 validation_1-mae:6026.20508 [1642] validation_0-mae:3926.72900 validation_1-mae:6026.15967 [1643] validation_0-mae:3926.54883 validation_1-mae:6026.24951 [1644] validation_0-mae:3925.83838 validation_1-mae:6026.11133 [1645] validation_0-mae:3925.08057 validation_1-mae:6025.95801 [1646] validation_0-mae:3923.91284 validation_1-mae:6026.34619 [1647] validation_0-mae:3922.18188 validation_1-mae:6025.73096 [1648] validation_0-mae:3921.00708 validation_1-mae:6025.74365 [1649] validation_0-mae:3919.58740 validation_1-mae:6026.22803 [1650] validation_0-mae:3918.57959 validation_1-mae:6026.89746 [1651] validation_0-mae:3918.32495 validation_1-mae:6026.86035 [1652] validation_0-mae:3917.67017 validation_1-mae:6026.78027 [1653] validation_0-mae:3917.05566 validation_1-mae:6026.86377 [1654] validation_0-mae:3916.49316 validation_1-mae:6026.76709 [1655] validation_0-mae:3915.89453 validation_1-mae:6026.65039 [1656] validation_0-mae:3915.06079 validation_1-mae:6026.65576 [1657] validation_0-mae:3913.94287 validation_1-mae:6026.71094 [1658] validation_0-mae:3912.88110 validation_1-mae:6026.43262 [1659] validation_0-mae:3911.80688 validation_1-mae:6026.03662 [1660] validation_0-mae:3910.90503 validation_1-mae:6026.12647 [1661] validation_0-mae:3910.19946 validation_1-mae:6025.97949 [1662] validation_0-mae:3910.03882 validation_1-mae:6026.34180 [1663] validation_0-mae:3909.40527 validation_1-mae:6025.97852 [1664] validation_0-mae:3908.14038 validation_1-mae:6025.88623 [1665] validation_0-mae:3906.84521 validation_1-mae:6025.48145 [1666] validation_0-mae:3906.10986 validation_1-mae:6025.40381 [1667] validation_0-mae:3905.92798 validation_1-mae:6025.38330 [1668] validation_0-mae:3905.78540 validation_1-mae:6025.40723 [1669] validation_0-mae:3905.74341 validation_1-mae:6025.42676 [1670] validation_0-mae:3905.54297 validation_1-mae:6025.43652 [1671] validation_0-mae:3905.01099 validation_1-mae:6025.70410 [1672] validation_0-mae:3904.86133 validation_1-mae:6025.96680 [1673] validation_0-mae:3903.93457 validation_1-mae:6025.92676 [1674] validation_0-mae:3903.32324 validation_1-mae:6025.87158 [1675] validation_0-mae:3902.65698 validation_1-mae:6026.09717 [1676] validation_0-mae:3902.21948 validation_1-mae:6026.12402 [1677] validation_0-mae:3901.51050 validation_1-mae:6026.12353 [1678] validation_0-mae:3900.61279 validation_1-mae:6025.92383 [1679] validation_0-mae:3899.88843 validation_1-mae:6026.04980 [1680] validation_0-mae:3898.77856 validation_1-mae:6025.71533 [1681] validation_0-mae:3898.68677 validation_1-mae:6025.67822 [1682] validation_0-mae:3898.49023 validation_1-mae:6025.60693 [1683] validation_0-mae:3897.87231 validation_1-mae:6025.31397 [1684] validation_0-mae:3897.50537 validation_1-mae:6025.38965 [1685] validation_0-mae:3897.17847 validation_1-mae:6025.16064 [1686] validation_0-mae:3897.13696 validation_1-mae:6025.24756 [1687] validation_0-mae:3896.55884 validation_1-mae:6025.13232 [1688] validation_0-mae:3896.55273 validation_1-mae:6025.11377 [1689] validation_0-mae:3896.25000 validation_1-mae:6024.79443 [1690] validation_0-mae:3895.85693 validation_1-mae:6024.93506 [1691] validation_0-mae:3894.68970 validation_1-mae:6024.74561 [1692] validation_0-mae:3893.87207 validation_1-mae:6024.58838 [1693] validation_0-mae:3892.94287 validation_1-mae:6024.43164 [1694] validation_0-mae:3892.07837 validation_1-mae:6024.74316 [1695] validation_0-mae:3891.54614 validation_1-mae:6024.70508 [1696] validation_0-mae:3890.39526 validation_1-mae:6024.52686 [1697] validation_0-mae:3889.61499 validation_1-mae:6024.00000 [1698] validation_0-mae:3888.64453 validation_1-mae:6023.94043 [1699] validation_0-mae:3888.08887 validation_1-mae:6024.09033 Dropping: bieg [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.80371 validation_1-mae:9622.95019 [14] validation_0-mae:9418.70606 validation_1-mae:9232.35547 [15] validation_0-mae:9084.22363 validation_1-mae:8904.93359 [16] validation_0-mae:8802.58789 validation_1-mae:8633.49805 [17] validation_0-mae:8567.56641 validation_1-mae:8407.88477 [18] validation_0-mae:8374.68652 validation_1-mae:8219.69141 [19] validation_0-mae:8212.54297 validation_1-mae:8065.85303 [20] validation_0-mae:8070.88623 validation_1-mae:7941.22705 [21] validation_0-mae:7947.78809 validation_1-mae:7833.52588 [22] validation_0-mae:7849.15478 validation_1-mae:7743.77588 [23] validation_0-mae:7765.18359 validation_1-mae:7672.20166 [24] validation_0-mae:7681.94385 validation_1-mae:7596.33789 [25] validation_0-mae:7610.33105 validation_1-mae:7535.18359 [26] validation_0-mae:7554.52246 validation_1-mae:7488.48291 [27] validation_0-mae:7495.68994 validation_1-mae:7436.86133 [28] validation_0-mae:7441.90234 validation_1-mae:7389.13965 [29] validation_0-mae:7395.56641 validation_1-mae:7346.91162 [30] validation_0-mae:7349.39209 validation_1-mae:7307.48828 [31] validation_0-mae:7319.57861 validation_1-mae:7287.63379 [32] validation_0-mae:7289.70361 validation_1-mae:7266.42773 [33] validation_0-mae:7252.93945 validation_1-mae:7237.46484 [34] validation_0-mae:7224.27197 validation_1-mae:7217.82812 [35] validation_0-mae:7201.70117 validation_1-mae:7203.28857 [36] validation_0-mae:7181.72168 validation_1-mae:7195.63477 [37] validation_0-mae:7153.41650 validation_1-mae:7171.54102 [38] validation_0-mae:7134.26025 validation_1-mae:7159.22559 [39] validation_0-mae:7116.52930 validation_1-mae:7149.29785 [40] validation_0-mae:7097.13916 validation_1-mae:7138.16846 [41] validation_0-mae:7078.42725 validation_1-mae:7128.62500 [42] validation_0-mae:7063.19189 validation_1-mae:7114.86035 [43] validation_0-mae:7045.82715 validation_1-mae:7101.77002 [44] validation_0-mae:7029.29980 validation_1-mae:7092.74268 [45] validation_0-mae:7010.99365 validation_1-mae:7081.31201 [46] validation_0-mae:6984.44775 validation_1-mae:7057.37647 [47] validation_0-mae:6968.11914 validation_1-mae:7041.91553 [48] validation_0-mae:6953.44385 validation_1-mae:7033.25147 [49] validation_0-mae:6942.69434 validation_1-mae:7025.50781 [50] validation_0-mae:6928.22656 validation_1-mae:7014.82666 [51] validation_0-mae:6912.40039 validation_1-mae:7004.98633 [52] validation_0-mae:6892.32031 validation_1-mae:6987.19580 [53] validation_0-mae:6881.05469 validation_1-mae:6978.59228 [54] validation_0-mae:6863.72656 validation_1-mae:6965.14648 [55] validation_0-mae:6845.84277 validation_1-mae:6950.76953 [56] validation_0-mae:6826.06201 validation_1-mae:6933.71728 [57] validation_0-mae:6814.41113 validation_1-mae:6926.32178 [58] validation_0-mae:6803.51855 validation_1-mae:6920.09766 [59] validation_0-mae:6794.62158 validation_1-mae:6912.55469 [60] validation_0-mae:6784.92480 validation_1-mae:6908.54443 [61] validation_0-mae:6773.87012 validation_1-mae:6901.52197 [62] validation_0-mae:6754.07959 validation_1-mae:6882.78564 [63] validation_0-mae:6742.53320 validation_1-mae:6875.17773 [64] validation_0-mae:6729.16895 validation_1-mae:6863.48877 [65] validation_0-mae:6711.77295 validation_1-mae:6851.56397 [66] validation_0-mae:6698.30664 validation_1-mae:6840.64795 [67] validation_0-mae:6687.67871 validation_1-mae:6837.18555 [68] validation_0-mae:6679.58252 validation_1-mae:6831.73242 [69] validation_0-mae:6669.58350 validation_1-mae:6825.00195 [70] validation_0-mae:6656.65430 validation_1-mae:6816.91846 [71] validation_0-mae:6643.15918 validation_1-mae:6806.87598 [72] validation_0-mae:6628.23926 validation_1-mae:6795.10205 [73] validation_0-mae:6617.43408 validation_1-mae:6787.38623 [74] validation_0-mae:6605.03467 validation_1-mae:6779.16406 [75] validation_0-mae:6597.11621 validation_1-mae:6773.35107 [76] validation_0-mae:6590.51709 validation_1-mae:6768.93066 [77] validation_0-mae:6579.40430 validation_1-mae:6758.14551 [78] validation_0-mae:6568.05469 validation_1-mae:6751.36865 [79] validation_0-mae:6557.84570 validation_1-mae:6743.32910 [80] validation_0-mae:6549.22266 validation_1-mae:6738.24365 [81] validation_0-mae:6542.71875 validation_1-mae:6734.31348 [82] validation_0-mae:6538.14600 validation_1-mae:6730.06885 [83] validation_0-mae:6530.94775 validation_1-mae:6728.30078 [84] validation_0-mae:6517.63916 validation_1-mae:6720.48828 [85] validation_0-mae:6510.15381 validation_1-mae:6715.46045 [86] validation_0-mae:6500.97656 validation_1-mae:6708.77832 [87] validation_0-mae:6485.02148 validation_1-mae:6695.49023 [88] validation_0-mae:6479.44775 validation_1-mae:6691.78369 [89] validation_0-mae:6472.21533 validation_1-mae:6686.62744 [90] validation_0-mae:6465.88525 validation_1-mae:6680.88281 [91] validation_0-mae:6458.01514 validation_1-mae:6674.79102 [92] validation_0-mae:6448.36426 validation_1-mae:6668.96777 [93] validation_0-mae:6440.69385 validation_1-mae:6663.29102 [94] validation_0-mae:6430.42920 validation_1-mae:6655.43164 [95] validation_0-mae:6422.95605 validation_1-mae:6651.28369 [96] validation_0-mae:6420.06494 validation_1-mae:6648.46338 [97] validation_0-mae:6415.09082 validation_1-mae:6645.22168 [98] validation_0-mae:6399.57031 validation_1-mae:6631.60352 [99] validation_0-mae:6390.78369 validation_1-mae:6626.48535 [100] validation_0-mae:6384.84326 validation_1-mae:6623.78809 [101] validation_0-mae:6379.47119 validation_1-mae:6621.73291 [102] validation_0-mae:6376.27490 validation_1-mae:6618.50391 [103] validation_0-mae:6371.96240 validation_1-mae:6615.69336 [104] validation_0-mae:6365.99609 validation_1-mae:6610.69238 [105] validation_0-mae:6360.50049 validation_1-mae:6606.19824 [106] validation_0-mae:6356.87353 validation_1-mae:6603.63281 [107] validation_0-mae:6348.54346 validation_1-mae:6596.23389 [108] validation_0-mae:6342.62256 validation_1-mae:6592.05127 [109] validation_0-mae:6334.55664 validation_1-mae:6586.62793 [110] validation_0-mae:6327.85986 validation_1-mae:6583.26123 [111] validation_0-mae:6321.09277 validation_1-mae:6577.53711 [112] validation_0-mae:6319.24316 validation_1-mae:6575.11523 [113] validation_0-mae:6315.84326 validation_1-mae:6573.69336 [114] validation_0-mae:6306.34082 validation_1-mae:6567.17383 [115] validation_0-mae:6301.30566 validation_1-mae:6563.47461 [116] validation_0-mae:6294.31348 validation_1-mae:6559.98730 [117] validation_0-mae:6287.11133 validation_1-mae:6554.35400 [118] validation_0-mae:6282.42383 validation_1-mae:6552.02588 [119] validation_0-mae:6279.02978 validation_1-mae:6548.70166 [120] validation_0-mae:6276.43359 validation_1-mae:6546.55371 [121] validation_0-mae:6271.12891 validation_1-mae:6544.18555 [122] validation_0-mae:6265.14307 validation_1-mae:6540.52393 [123] validation_0-mae:6262.01074 validation_1-mae:6539.08740 [124] validation_0-mae:6257.46631 validation_1-mae:6536.22412 [125] validation_0-mae:6253.08740 validation_1-mae:6533.19531 [126] validation_0-mae:6248.94531 validation_1-mae:6531.18115 [127] validation_0-mae:6243.71338 validation_1-mae:6528.85498 [128] validation_0-mae:6239.92090 validation_1-mae:6527.39844 [129] validation_0-mae:6235.25537 validation_1-mae:6525.89990 [130] validation_0-mae:6228.16650 validation_1-mae:6520.51270 [131] validation_0-mae:6224.95752 validation_1-mae:6517.82129 [132] validation_0-mae:6221.47461 validation_1-mae:6515.09082 [133] validation_0-mae:6214.08252 validation_1-mae:6508.89844 [134] validation_0-mae:6209.99658 validation_1-mae:6506.96875 [135] validation_0-mae:6205.61377 validation_1-mae:6504.77002 [136] validation_0-mae:6197.66016 validation_1-mae:6498.88672 [137] validation_0-mae:6193.18066 validation_1-mae:6494.82227 [138] validation_0-mae:6189.45166 validation_1-mae:6491.94336 [139] validation_0-mae:6186.76904 validation_1-mae:6491.20605 [140] validation_0-mae:6181.05322 validation_1-mae:6488.88965 [141] validation_0-mae:6176.46680 validation_1-mae:6487.10986 [142] validation_0-mae:6171.38672 validation_1-mae:6483.67529 [143] validation_0-mae:6164.40332 validation_1-mae:6481.22998 [144] validation_0-mae:6161.50147 validation_1-mae:6479.41309 [145] validation_0-mae:6155.74805 validation_1-mae:6476.70557 [146] validation_0-mae:6152.20752 validation_1-mae:6475.58691 [147] validation_0-mae:6150.27783 validation_1-mae:6474.26074 [148] validation_0-mae:6145.67188 validation_1-mae:6471.48535 [149] validation_0-mae:6141.52490 validation_1-mae:6469.90478 [150] validation_0-mae:6139.06934 validation_1-mae:6469.67432 [151] validation_0-mae:6135.42920 validation_1-mae:6469.21143 [152] validation_0-mae:6132.23242 validation_1-mae:6466.57959 [153] validation_0-mae:6129.95605 validation_1-mae:6465.00732 [154] validation_0-mae:6126.32861 validation_1-mae:6463.39209 [155] validation_0-mae:6121.64014 validation_1-mae:6461.44043 [156] validation_0-mae:6116.49853 validation_1-mae:6458.75586 [157] validation_0-mae:6111.42725 validation_1-mae:6456.82910 [158] validation_0-mae:6106.86035 validation_1-mae:6453.96680 [159] validation_0-mae:6102.30664 validation_1-mae:6452.68848 [160] validation_0-mae:6097.95996 validation_1-mae:6450.57617 [161] validation_0-mae:6095.32910 validation_1-mae:6449.37598 [162] validation_0-mae:6091.90772 validation_1-mae:6448.62012 [163] validation_0-mae:6086.62842 validation_1-mae:6444.62695 [164] validation_0-mae:6082.06543 validation_1-mae:6442.80078 [165] validation_0-mae:6076.96094 validation_1-mae:6441.19873 [166] validation_0-mae:6076.23975 validation_1-mae:6441.02246 [167] validation_0-mae:6067.81787 validation_1-mae:6434.99268 [168] validation_0-mae:6064.46289 validation_1-mae:6434.78760 [169] validation_0-mae:6061.71582 validation_1-mae:6433.64844 [170] validation_0-mae:6056.81543 validation_1-mae:6430.02393 [171] validation_0-mae:6051.17188 validation_1-mae:6425.18652 [172] validation_0-mae:6047.40430 validation_1-mae:6423.02100 [173] validation_0-mae:6044.06445 validation_1-mae:6420.71094 [174] validation_0-mae:6040.67529 validation_1-mae:6420.22705 [175] validation_0-mae:6035.54443 validation_1-mae:6418.38623 [176] validation_0-mae:6034.76660 validation_1-mae:6417.99414 [177] validation_0-mae:6031.63574 validation_1-mae:6416.28760 [178] validation_0-mae:6028.35352 validation_1-mae:6414.16650 [179] validation_0-mae:6026.09277 validation_1-mae:6413.72900 [180] validation_0-mae:6022.58740 validation_1-mae:6413.02051 [181] validation_0-mae:6016.86035 validation_1-mae:6408.93164 [182] validation_0-mae:6012.19531 validation_1-mae:6407.13330 [183] validation_0-mae:6007.98340 validation_1-mae:6404.80176 [184] validation_0-mae:6005.52930 validation_1-mae:6402.93848 [185] validation_0-mae:6002.52930 validation_1-mae:6400.33496 [186] validation_0-mae:5998.92383 validation_1-mae:6398.41602 [187] validation_0-mae:5994.46924 validation_1-mae:6398.33301 [188] validation_0-mae:5991.44775 validation_1-mae:6398.26855 [189] validation_0-mae:5989.94336 validation_1-mae:6397.37598 [190] validation_0-mae:5987.05029 validation_1-mae:6396.64795 [191] validation_0-mae:5982.49121 validation_1-mae:6393.58008 [192] validation_0-mae:5978.65186 validation_1-mae:6392.11182 [193] validation_0-mae:5975.09570 validation_1-mae:6390.63770 [194] validation_0-mae:5972.80225 validation_1-mae:6390.49707 [195] validation_0-mae:5970.92334 validation_1-mae:6389.59570 [196] validation_0-mae:5967.40332 validation_1-mae:6386.87402 [197] validation_0-mae:5965.00293 validation_1-mae:6386.38867 [198] validation_0-mae:5961.28027 validation_1-mae:6385.15820 [199] validation_0-mae:5957.60205 validation_1-mae:6384.05322 [200] validation_0-mae:5954.39307 validation_1-mae:6382.46289 [201] validation_0-mae:5950.51221 validation_1-mae:6380.86133 [202] validation_0-mae:5948.74561 validation_1-mae:6380.46533 [203] validation_0-mae:5948.00049 validation_1-mae:6380.32812 [204] validation_0-mae:5944.69287 validation_1-mae:6378.49170 [205] validation_0-mae:5941.04736 validation_1-mae:6376.02100 [206] validation_0-mae:5937.61230 validation_1-mae:6375.10010 [207] validation_0-mae:5932.87647 validation_1-mae:6372.41895 [208] validation_0-mae:5931.14111 validation_1-mae:6371.96631 [209] validation_0-mae:5927.91357 validation_1-mae:6371.08203 [210] validation_0-mae:5925.05566 validation_1-mae:6370.10742 [211] validation_0-mae:5917.58301 validation_1-mae:6365.23242 [212] validation_0-mae:5914.15820 validation_1-mae:6365.57129 [213] validation_0-mae:5910.93408 validation_1-mae:6363.08740 [214] validation_0-mae:5910.26758 validation_1-mae:6362.68359 [215] validation_0-mae:5906.50244 validation_1-mae:6361.43652 [216] validation_0-mae:5902.60449 validation_1-mae:6358.94531 [217] validation_0-mae:5898.61377 validation_1-mae:6356.24072 [218] validation_0-mae:5893.76562 validation_1-mae:6354.16113 [219] validation_0-mae:5889.44385 validation_1-mae:6353.14404 [220] validation_0-mae:5885.00928 validation_1-mae:6351.62402 [221] validation_0-mae:5882.07031 validation_1-mae:6350.21387 [222] validation_0-mae:5879.43115 validation_1-mae:6349.96436 [223] validation_0-mae:5878.00537 validation_1-mae:6349.22363 [224] validation_0-mae:5874.88867 validation_1-mae:6347.56445 [225] validation_0-mae:5872.74414 validation_1-mae:6347.26074 [226] validation_0-mae:5870.06641 validation_1-mae:6345.20898 [227] validation_0-mae:5867.08154 validation_1-mae:6344.10938 [228] validation_0-mae:5865.82471 validation_1-mae:6343.36035 [229] validation_0-mae:5864.43799 validation_1-mae:6343.34424 [230] validation_0-mae:5860.87305 validation_1-mae:6341.51562 [231] validation_0-mae:5856.99805 validation_1-mae:6339.97900 [232] validation_0-mae:5853.97803 validation_1-mae:6337.95801 [233] validation_0-mae:5850.29736 validation_1-mae:6336.67773 [234] validation_0-mae:5844.28955 validation_1-mae:6334.75195 [235] validation_0-mae:5840.73438 validation_1-mae:6333.07568 [236] validation_0-mae:5837.50391 validation_1-mae:6331.55469 [237] validation_0-mae:5836.74609 validation_1-mae:6331.08936 [238] validation_0-mae:5832.70264 validation_1-mae:6330.70850 [239] validation_0-mae:5831.08398 validation_1-mae:6331.13379 [240] validation_0-mae:5829.61914 validation_1-mae:6331.30957 [241] validation_0-mae:5827.29248 validation_1-mae:6330.62842 [242] validation_0-mae:5826.47852 validation_1-mae:6330.41846 [243] validation_0-mae:5823.90967 validation_1-mae:6329.03272 [244] validation_0-mae:5822.59961 validation_1-mae:6328.41357 [245] validation_0-mae:5821.09375 validation_1-mae:6328.53272 [246] validation_0-mae:5818.30615 validation_1-mae:6326.98926 [247] validation_0-mae:5815.58740 validation_1-mae:6326.20166 [248] validation_0-mae:5813.95703 validation_1-mae:6325.30713 [249] validation_0-mae:5811.98486 validation_1-mae:6324.89111 [250] validation_0-mae:5806.50244 validation_1-mae:6321.43701 [251] validation_0-mae:5802.00293 validation_1-mae:6319.54492 [252] validation_0-mae:5799.11670 validation_1-mae:6318.34424 [253] validation_0-mae:5796.21582 validation_1-mae:6317.46973 [254] validation_0-mae:5792.30811 validation_1-mae:6315.69873 [255] validation_0-mae:5786.70264 validation_1-mae:6312.69775 [256] validation_0-mae:5782.99853 validation_1-mae:6311.11084 [257] validation_0-mae:5782.46631 validation_1-mae:6310.84131 [258] validation_0-mae:5779.98486 validation_1-mae:6310.18018 [259] validation_0-mae:5775.87695 validation_1-mae:6307.05859 [260] validation_0-mae:5774.18799 validation_1-mae:6305.56348 [261] validation_0-mae:5772.60742 validation_1-mae:6306.03662 [262] validation_0-mae:5771.49561 validation_1-mae:6305.61865 [263] validation_0-mae:5767.96777 validation_1-mae:6304.16846 [264] validation_0-mae:5763.70459 validation_1-mae:6300.53320 [265] validation_0-mae:5761.01807 validation_1-mae:6299.84717 [266] validation_0-mae:5758.07031 validation_1-mae:6297.63232 [267] validation_0-mae:5752.99219 validation_1-mae:6294.88672 [268] validation_0-mae:5750.95947 validation_1-mae:6294.93897 [269] validation_0-mae:5746.12695 validation_1-mae:6293.08691 [270] validation_0-mae:5743.45312 validation_1-mae:6291.94678 [271] validation_0-mae:5741.91406 validation_1-mae:6291.33057 [272] validation_0-mae:5740.98486 validation_1-mae:6291.20752 [273] validation_0-mae:5739.44189 validation_1-mae:6291.66064 [274] validation_0-mae:5737.45215 validation_1-mae:6291.41553 [275] validation_0-mae:5735.00537 validation_1-mae:6291.04150 [276] validation_0-mae:5733.07227 validation_1-mae:6290.22510 [277] validation_0-mae:5731.85400 validation_1-mae:6290.03418 [278] validation_0-mae:5728.11914 validation_1-mae:6289.56152 [279] validation_0-mae:5725.83105 validation_1-mae:6288.61670 [280] validation_0-mae:5724.69922 validation_1-mae:6288.52930 [281] validation_0-mae:5721.23145 validation_1-mae:6286.91943 [282] validation_0-mae:5720.70117 validation_1-mae:6286.47900 [283] validation_0-mae:5714.99072 validation_1-mae:6282.75049 [284] validation_0-mae:5712.38135 validation_1-mae:6281.74756 [285] validation_0-mae:5707.53613 validation_1-mae:6280.57764 [286] validation_0-mae:5705.81250 validation_1-mae:6279.59424 [287] validation_0-mae:5702.19092 validation_1-mae:6278.33350 [288] validation_0-mae:5698.87500 validation_1-mae:6277.89258 [289] validation_0-mae:5694.51758 validation_1-mae:6275.70508 [290] validation_0-mae:5691.48633 validation_1-mae:6273.05518 [291] validation_0-mae:5689.61865 validation_1-mae:6274.16260 [292] validation_0-mae:5686.82520 validation_1-mae:6273.62695 [293] validation_0-mae:5682.62549 validation_1-mae:6271.51709 [294] validation_0-mae:5680.13770 validation_1-mae:6269.66504 [295] validation_0-mae:5673.85352 validation_1-mae:6268.41357 [296] validation_0-mae:5668.49121 validation_1-mae:6265.47852 [297] validation_0-mae:5667.45264 validation_1-mae:6264.97266 [298] validation_0-mae:5664.59375 validation_1-mae:6264.05127 [299] validation_0-mae:5659.40088 validation_1-mae:6262.14844 [300] validation_0-mae:5657.73486 validation_1-mae:6261.38623 [301] validation_0-mae:5655.79443 validation_1-mae:6260.52930 [302] validation_0-mae:5655.25293 validation_1-mae:6260.39502 [303] validation_0-mae:5654.17627 validation_1-mae:6260.69922 [304] validation_0-mae:5651.42969 validation_1-mae:6259.30469 [305] validation_0-mae:5649.43164 validation_1-mae:6258.24414 [306] validation_0-mae:5647.23340 validation_1-mae:6259.03223 [307] validation_0-mae:5645.19189 validation_1-mae:6258.29590 [308] validation_0-mae:5641.45898 validation_1-mae:6257.86377 [309] validation_0-mae:5636.05225 validation_1-mae:6255.79639 [310] validation_0-mae:5634.33057 validation_1-mae:6254.87549 [311] validation_0-mae:5632.32129 validation_1-mae:6253.73633 [312] validation_0-mae:5629.71777 validation_1-mae:6253.56787 [313] validation_0-mae:5627.71338 validation_1-mae:6253.14941 [314] validation_0-mae:5625.79980 validation_1-mae:6252.10498 [315] validation_0-mae:5625.50977 validation_1-mae:6252.14258 [316] validation_0-mae:5623.53662 validation_1-mae:6251.61963 [317] validation_0-mae:5622.23047 validation_1-mae:6251.75586 [318] validation_0-mae:5617.01025 validation_1-mae:6250.41797 [319] validation_0-mae:5614.92480 validation_1-mae:6250.01367 [320] validation_0-mae:5612.56836 validation_1-mae:6249.86328 [321] validation_0-mae:5610.98438 validation_1-mae:6249.10254 [322] validation_0-mae:5608.87695 validation_1-mae:6248.72559 [323] validation_0-mae:5607.40918 validation_1-mae:6247.88086 [324] validation_0-mae:5606.20996 validation_1-mae:6248.12744 [325] validation_0-mae:5602.45312 validation_1-mae:6246.79346 [326] validation_0-mae:5601.16113 validation_1-mae:6246.59228 [327] validation_0-mae:5599.02197 validation_1-mae:6245.87109 [328] validation_0-mae:5597.91895 validation_1-mae:6245.37695 [329] validation_0-mae:5595.43359 validation_1-mae:6244.39209 [330] validation_0-mae:5593.77539 validation_1-mae:6244.28272 [331] validation_0-mae:5592.61377 validation_1-mae:6244.19141 [332] validation_0-mae:5589.47022 validation_1-mae:6243.09570 [333] validation_0-mae:5588.22412 validation_1-mae:6243.56152 [334] validation_0-mae:5587.52637 validation_1-mae:6243.57715 [335] validation_0-mae:5585.64697 validation_1-mae:6242.54932 [336] validation_0-mae:5585.23535 validation_1-mae:6242.51953 [337] validation_0-mae:5580.01270 validation_1-mae:6238.42529 [338] validation_0-mae:5577.68897 validation_1-mae:6237.75098 [339] validation_0-mae:5576.88525 validation_1-mae:6237.41064 [340] validation_0-mae:5572.82080 validation_1-mae:6235.52539 [341] validation_0-mae:5570.52637 validation_1-mae:6234.52832 [342] validation_0-mae:5567.61084 validation_1-mae:6233.60498 [343] validation_0-mae:5565.69629 validation_1-mae:6232.57080 [344] validation_0-mae:5565.20215 validation_1-mae:6232.92871 [345] validation_0-mae:5563.36670 validation_1-mae:6231.79932 [346] validation_0-mae:5557.43506 validation_1-mae:6228.75098 [347] validation_0-mae:5554.65283 validation_1-mae:6227.57520 [348] validation_0-mae:5550.18799 validation_1-mae:6226.74853 [349] validation_0-mae:5546.60840 validation_1-mae:6224.67383 [350] validation_0-mae:5542.49414 validation_1-mae:6223.07324 [351] validation_0-mae:5540.86279 validation_1-mae:6223.24853 [352] validation_0-mae:5537.56397 validation_1-mae:6222.11182 [353] validation_0-mae:5534.33105 validation_1-mae:6222.08008 [354] validation_0-mae:5532.86865 validation_1-mae:6221.60400 [355] validation_0-mae:5530.87695 validation_1-mae:6221.12305 [356] validation_0-mae:5529.24316 validation_1-mae:6220.11035 [357] validation_0-mae:5528.07129 validation_1-mae:6220.07568 [358] validation_0-mae:5527.55811 validation_1-mae:6220.27393 [359] validation_0-mae:5526.49951 validation_1-mae:6220.17285 [360] validation_0-mae:5524.04053 validation_1-mae:6219.62451 [361] validation_0-mae:5521.77295 validation_1-mae:6218.87207 [362] validation_0-mae:5521.40283 validation_1-mae:6218.57764 [363] validation_0-mae:5520.62695 validation_1-mae:6218.51318 [364] validation_0-mae:5518.80859 validation_1-mae:6217.68506 [365] validation_0-mae:5517.62744 validation_1-mae:6217.19971 [366] validation_0-mae:5515.38867 validation_1-mae:6215.93848 [367] validation_0-mae:5512.20557 validation_1-mae:6214.54102 [368] validation_0-mae:5510.79492 validation_1-mae:6214.19873 [369] validation_0-mae:5508.41553 validation_1-mae:6213.82764 [370] validation_0-mae:5506.23438 validation_1-mae:6213.25391 [371] validation_0-mae:5502.63281 validation_1-mae:6212.02637 [372] validation_0-mae:5500.29736 validation_1-mae:6211.96875 [373] validation_0-mae:5498.03906 validation_1-mae:6211.99561 [374] validation_0-mae:5496.02588 validation_1-mae:6211.57373 [375] validation_0-mae:5493.91846 validation_1-mae:6210.81738 [376] validation_0-mae:5491.25293 validation_1-mae:6208.95605 [377] validation_0-mae:5488.54980 validation_1-mae:6207.16406 [378] validation_0-mae:5486.67236 validation_1-mae:6206.88477 [379] validation_0-mae:5484.81397 validation_1-mae:6205.88867 [380] validation_0-mae:5484.51660 validation_1-mae:6206.06006 [381] validation_0-mae:5482.17139 validation_1-mae:6204.99805 [382] validation_0-mae:5478.97217 validation_1-mae:6203.49170 [383] validation_0-mae:5474.92432 validation_1-mae:6202.48975 [384] validation_0-mae:5472.07471 validation_1-mae:6201.37305 [385] validation_0-mae:5469.16211 validation_1-mae:6200.22363 [386] validation_0-mae:5467.61768 validation_1-mae:6200.30664 [387] validation_0-mae:5464.37012 validation_1-mae:6199.63867 [388] validation_0-mae:5463.11279 validation_1-mae:6199.42480 [389] validation_0-mae:5462.15576 validation_1-mae:6198.89258 [390] validation_0-mae:5461.61133 validation_1-mae:6199.41943 [391] validation_0-mae:5459.93262 validation_1-mae:6199.56201 [392] validation_0-mae:5458.99219 validation_1-mae:6198.98975 [393] validation_0-mae:5458.26172 validation_1-mae:6199.15478 [394] validation_0-mae:5455.83350 validation_1-mae:6198.38916 [395] validation_0-mae:5453.63086 validation_1-mae:6197.83984 [396] validation_0-mae:5450.88965 validation_1-mae:6196.99609 [397] validation_0-mae:5448.51807 validation_1-mae:6195.45361 [398] validation_0-mae:5446.81836 validation_1-mae:6194.78711 [399] validation_0-mae:5444.91064 validation_1-mae:6193.70996 [400] validation_0-mae:5443.63965 validation_1-mae:6193.56055 [401] validation_0-mae:5441.53369 validation_1-mae:6193.19824 [402] validation_0-mae:5438.99902 validation_1-mae:6192.33447 [403] validation_0-mae:5436.87744 validation_1-mae:6193.06445 [404] validation_0-mae:5435.71533 validation_1-mae:6192.67090 [405] validation_0-mae:5434.37647 validation_1-mae:6192.53125 [406] validation_0-mae:5432.96728 validation_1-mae:6192.49853 [407] validation_0-mae:5430.89990 validation_1-mae:6193.11768 [408] validation_0-mae:5428.99902 validation_1-mae:6193.32617 [409] validation_0-mae:5428.58203 validation_1-mae:6193.43262 [410] validation_0-mae:5427.45264 validation_1-mae:6192.78613 [411] validation_0-mae:5426.80762 validation_1-mae:6193.02295 [412] validation_0-mae:5424.38135 validation_1-mae:6192.30273 [413] validation_0-mae:5421.77930 validation_1-mae:6191.71240 [414] validation_0-mae:5419.23779 validation_1-mae:6191.25977 [415] validation_0-mae:5414.12305 validation_1-mae:6188.78564 [416] validation_0-mae:5411.44434 validation_1-mae:6187.62451 [417] validation_0-mae:5409.91211 validation_1-mae:6187.12012 [418] validation_0-mae:5408.31348 validation_1-mae:6186.71777 [419] validation_0-mae:5404.30957 validation_1-mae:6184.21875 [420] validation_0-mae:5402.40332 validation_1-mae:6183.98926 [421] validation_0-mae:5400.41162 validation_1-mae:6184.01807 [422] validation_0-mae:5396.79932 validation_1-mae:6184.67822 [423] validation_0-mae:5393.11426 validation_1-mae:6184.68115 [424] validation_0-mae:5387.46924 validation_1-mae:6181.32861 [425] validation_0-mae:5382.64014 validation_1-mae:6179.69482 [426] validation_0-mae:5378.95508 validation_1-mae:6177.79639 [427] validation_0-mae:5376.07129 validation_1-mae:6177.04688 [428] validation_0-mae:5375.17725 validation_1-mae:6175.69336 [429] validation_0-mae:5372.75879 validation_1-mae:6175.40088 [430] validation_0-mae:5370.98486 validation_1-mae:6175.40381 [431] validation_0-mae:5368.39990 validation_1-mae:6174.69873 [432] validation_0-mae:5367.04199 validation_1-mae:6174.66016 [433] validation_0-mae:5365.92432 validation_1-mae:6175.04834 [434] validation_0-mae:5364.33447 validation_1-mae:6176.00147 [435] validation_0-mae:5360.48535 validation_1-mae:6174.04932 [436] validation_0-mae:5359.04004 validation_1-mae:6173.27051 [437] validation_0-mae:5358.16992 validation_1-mae:6173.68311 [438] validation_0-mae:5357.06885 validation_1-mae:6173.78223 [439] validation_0-mae:5356.55957 validation_1-mae:6173.62549 [440] validation_0-mae:5355.37647 validation_1-mae:6173.83594 [441] validation_0-mae:5354.04150 validation_1-mae:6174.13525 [442] validation_0-mae:5353.08252 validation_1-mae:6174.12207 [443] validation_0-mae:5351.74268 validation_1-mae:6173.36572 [444] validation_0-mae:5350.96924 validation_1-mae:6173.65918 [445] validation_0-mae:5350.29980 validation_1-mae:6173.39453 [446] validation_0-mae:5344.29541 validation_1-mae:6170.33936 [447] validation_0-mae:5342.46240 validation_1-mae:6170.36279 [448] validation_0-mae:5341.26465 validation_1-mae:6169.89893 [449] validation_0-mae:5339.71387 validation_1-mae:6170.15820 [450] validation_0-mae:5338.64893 validation_1-mae:6169.91699 [451] validation_0-mae:5336.62451 validation_1-mae:6168.50098 [452] validation_0-mae:5335.98828 validation_1-mae:6168.50000 [453] validation_0-mae:5335.34277 validation_1-mae:6168.49609 [454] validation_0-mae:5333.22119 validation_1-mae:6167.82861 [455] validation_0-mae:5331.12647 validation_1-mae:6166.54834 [456] validation_0-mae:5329.03125 validation_1-mae:6166.87158 [457] validation_0-mae:5328.01367 validation_1-mae:6166.82666 [458] validation_0-mae:5327.66943 validation_1-mae:6167.08350 [459] validation_0-mae:5325.28272 validation_1-mae:6166.04346 [460] validation_0-mae:5322.38086 validation_1-mae:6165.52344 [461] validation_0-mae:5321.07373 validation_1-mae:6165.45557 [462] validation_0-mae:5319.99023 validation_1-mae:6165.10156 [463] validation_0-mae:5319.35107 validation_1-mae:6164.84668 [464] validation_0-mae:5317.90430 validation_1-mae:6164.73389 [465] validation_0-mae:5315.94727 validation_1-mae:6164.06250 [466] validation_0-mae:5311.33643 validation_1-mae:6162.36572 [467] validation_0-mae:5310.41553 validation_1-mae:6162.17334 [468] validation_0-mae:5307.61328 validation_1-mae:6162.04199 [469] validation_0-mae:5306.22656 validation_1-mae:6161.60596 [470] validation_0-mae:5304.81494 validation_1-mae:6160.93457 [471] validation_0-mae:5303.27978 validation_1-mae:6161.38232 [472] validation_0-mae:5301.92041 validation_1-mae:6161.15869 [473] validation_0-mae:5300.20020 validation_1-mae:6160.71533 [474] validation_0-mae:5300.05371 validation_1-mae:6160.85693 [475] validation_0-mae:5299.64893 validation_1-mae:6161.00195 [476] validation_0-mae:5295.61182 validation_1-mae:6158.93115 [477] validation_0-mae:5293.23535 validation_1-mae:6157.46924 [478] validation_0-mae:5291.42822 validation_1-mae:6156.63965 [479] validation_0-mae:5287.53564 validation_1-mae:6154.43945 [480] validation_0-mae:5284.72412 validation_1-mae:6154.16602 [481] validation_0-mae:5282.21826 validation_1-mae:6152.97314 [482] validation_0-mae:5279.20361 validation_1-mae:6153.42578 [483] validation_0-mae:5276.43848 validation_1-mae:6151.88037 [484] validation_0-mae:5274.71680 validation_1-mae:6151.91016 [485] validation_0-mae:5273.65918 validation_1-mae:6151.63965 [486] validation_0-mae:5271.89209 validation_1-mae:6151.44922 [487] validation_0-mae:5271.56592 validation_1-mae:6151.82520 [488] validation_0-mae:5270.51514 validation_1-mae:6152.06885 [489] validation_0-mae:5269.28809 validation_1-mae:6151.49072 [490] validation_0-mae:5267.65527 validation_1-mae:6152.01514 [491] validation_0-mae:5264.84180 validation_1-mae:6150.31397 [492] validation_0-mae:5263.40625 validation_1-mae:6150.10986 [493] validation_0-mae:5261.11377 validation_1-mae:6150.02734 [494] validation_0-mae:5258.77783 validation_1-mae:6149.82812 [495] validation_0-mae:5256.09570 validation_1-mae:6148.08105 [496] validation_0-mae:5253.78174 validation_1-mae:6147.25147 [497] validation_0-mae:5251.51953 validation_1-mae:6146.10938 [498] validation_0-mae:5249.28516 validation_1-mae:6144.77832 [499] validation_0-mae:5248.36963 validation_1-mae:6144.26807 [500] validation_0-mae:5247.91650 validation_1-mae:6144.01514 [501] validation_0-mae:5245.68994 validation_1-mae:6144.07764 [502] validation_0-mae:5243.70752 validation_1-mae:6142.96143 [503] validation_0-mae:5240.95117 validation_1-mae:6142.42236 [504] validation_0-mae:5238.77734 validation_1-mae:6142.40478 [505] validation_0-mae:5237.22949 validation_1-mae:6142.18701 [506] validation_0-mae:5236.68213 validation_1-mae:6142.10352 [507] validation_0-mae:5234.47070 validation_1-mae:6141.34326 [508] validation_0-mae:5232.17334 validation_1-mae:6140.52246 [509] validation_0-mae:5229.68652 validation_1-mae:6138.38037 [510] validation_0-mae:5226.85596 validation_1-mae:6138.10205 [511] validation_0-mae:5226.11182 validation_1-mae:6137.72656 [512] validation_0-mae:5225.16602 validation_1-mae:6138.93652 [513] validation_0-mae:5223.64795 validation_1-mae:6137.80469 [514] validation_0-mae:5223.06250 validation_1-mae:6137.62891 [515] validation_0-mae:5221.83203 validation_1-mae:6137.73730 [516] validation_0-mae:5218.50439 validation_1-mae:6135.61621 [517] validation_0-mae:5217.47119 validation_1-mae:6136.16650 [518] validation_0-mae:5214.46777 validation_1-mae:6135.98096 [519] validation_0-mae:5213.01025 validation_1-mae:6135.97168 [520] validation_0-mae:5211.26221 validation_1-mae:6135.17090 [521] validation_0-mae:5209.80078 validation_1-mae:6134.87256 [522] validation_0-mae:5208.73047 validation_1-mae:6135.03564 [523] validation_0-mae:5206.61182 validation_1-mae:6134.47900 [524] validation_0-mae:5205.34033 validation_1-mae:6133.48193 [525] validation_0-mae:5202.12305 validation_1-mae:6133.05420 [526] validation_0-mae:5201.54590 validation_1-mae:6132.91309 [527] validation_0-mae:5200.53564 validation_1-mae:6132.70801 [528] validation_0-mae:5197.90723 validation_1-mae:6132.86279 [529] validation_0-mae:5196.82373 validation_1-mae:6133.14600 [530] validation_0-mae:5194.99463 validation_1-mae:6133.09424 [531] validation_0-mae:5193.71973 validation_1-mae:6133.06641 [532] validation_0-mae:5193.30029 validation_1-mae:6133.28467 [533] validation_0-mae:5192.64551 validation_1-mae:6133.33691 [534] validation_0-mae:5190.54492 validation_1-mae:6133.75537 [535] validation_0-mae:5189.17041 validation_1-mae:6133.97559 [536] validation_0-mae:5187.98193 validation_1-mae:6133.49707 [537] validation_0-mae:5184.32959 validation_1-mae:6131.80322 [538] validation_0-mae:5183.06397 validation_1-mae:6131.85742 [539] validation_0-mae:5180.89160 validation_1-mae:6132.28369 [540] validation_0-mae:5179.71045 validation_1-mae:6132.49756 [541] validation_0-mae:5179.36670 validation_1-mae:6132.46777 [542] validation_0-mae:5178.37647 validation_1-mae:6132.49805 [543] validation_0-mae:5176.85547 validation_1-mae:6131.85693 [544] validation_0-mae:5173.78320 validation_1-mae:6129.88574 [545] validation_0-mae:5173.08838 validation_1-mae:6129.86084 [546] validation_0-mae:5172.00732 validation_1-mae:6129.51709 [547] validation_0-mae:5171.16797 validation_1-mae:6129.75488 [548] validation_0-mae:5168.99756 validation_1-mae:6129.10645 [549] validation_0-mae:5166.39795 validation_1-mae:6129.16992 [550] validation_0-mae:5163.36572 validation_1-mae:6129.29785 [551] validation_0-mae:5159.33008 validation_1-mae:6127.16895 [552] validation_0-mae:5157.16797 validation_1-mae:6126.73047 [553] validation_0-mae:5155.13574 validation_1-mae:6126.90625 [554] validation_0-mae:5154.20557 validation_1-mae:6126.87402 [555] validation_0-mae:5152.79248 validation_1-mae:6126.13965 [556] validation_0-mae:5151.22559 validation_1-mae:6126.04883 [557] validation_0-mae:5149.94092 validation_1-mae:6126.52002 [558] validation_0-mae:5149.36523 validation_1-mae:6126.13672 [559] validation_0-mae:5148.62451 validation_1-mae:6125.97266 [560] validation_0-mae:5147.60254 validation_1-mae:6126.24463 [561] validation_0-mae:5146.51221 validation_1-mae:6126.29053 [562] validation_0-mae:5145.59570 validation_1-mae:6126.27295 [563] validation_0-mae:5145.01123 validation_1-mae:6125.96973 [564] validation_0-mae:5142.95752 validation_1-mae:6125.35400 [565] validation_0-mae:5140.89746 validation_1-mae:6125.28564 [566] validation_0-mae:5139.88477 validation_1-mae:6125.70020 [567] validation_0-mae:5137.66895 validation_1-mae:6125.33691 [568] validation_0-mae:5135.80859 validation_1-mae:6125.37598 [569] validation_0-mae:5134.12256 validation_1-mae:6125.42725 [570] validation_0-mae:5132.09961 validation_1-mae:6125.67920 [571] validation_0-mae:5129.95703 validation_1-mae:6124.07959 [572] validation_0-mae:5128.98047 validation_1-mae:6123.84375 [573] validation_0-mae:5128.83984 validation_1-mae:6123.75000 [574] validation_0-mae:5127.25537 validation_1-mae:6123.68359 [575] validation_0-mae:5124.43555 validation_1-mae:6122.22559 [576] validation_0-mae:5123.38770 validation_1-mae:6121.89404 [577] validation_0-mae:5121.80957 validation_1-mae:6122.12109 [578] validation_0-mae:5119.11670 validation_1-mae:6122.15381 [579] validation_0-mae:5117.22461 validation_1-mae:6121.08984 [580] validation_0-mae:5116.20264 validation_1-mae:6121.18164 [581] validation_0-mae:5115.80273 validation_1-mae:6121.46094 [582] validation_0-mae:5114.24072 validation_1-mae:6121.32617 [583] validation_0-mae:5113.86084 validation_1-mae:6121.52978 [584] validation_0-mae:5112.01611 validation_1-mae:6121.30908 [585] validation_0-mae:5109.23389 validation_1-mae:6120.23926 [586] validation_0-mae:5108.17529 validation_1-mae:6120.25928 [587] validation_0-mae:5105.48096 validation_1-mae:6120.37109 [588] validation_0-mae:5104.41504 validation_1-mae:6119.96338 [589] validation_0-mae:5103.66846 validation_1-mae:6119.77197 [590] validation_0-mae:5100.13281 validation_1-mae:6118.67285 [591] validation_0-mae:5096.90772 validation_1-mae:6118.50049 [592] validation_0-mae:5095.40772 validation_1-mae:6118.27246 [593] validation_0-mae:5093.56250 validation_1-mae:6117.78906 [594] validation_0-mae:5092.55322 validation_1-mae:6117.95361 [595] validation_0-mae:5090.17334 validation_1-mae:6116.84717 [596] validation_0-mae:5088.39746 validation_1-mae:6116.22022 [597] validation_0-mae:5086.88184 validation_1-mae:6115.71045 [598] validation_0-mae:5083.17285 validation_1-mae:6114.11426 [599] validation_0-mae:5082.38037 validation_1-mae:6113.85254 [600] validation_0-mae:5080.76318 validation_1-mae:6113.28711 [601] validation_0-mae:5077.52930 validation_1-mae:6112.30762 [602] validation_0-mae:5075.81885 validation_1-mae:6111.82227 [603] validation_0-mae:5073.01123 validation_1-mae:6111.67725 [604] validation_0-mae:5069.73633 validation_1-mae:6109.66748 [605] validation_0-mae:5066.48145 validation_1-mae:6108.61377 [606] validation_0-mae:5064.65527 validation_1-mae:6107.86768 [607] validation_0-mae:5062.97705 validation_1-mae:6108.01172 [608] validation_0-mae:5061.03369 validation_1-mae:6106.98779 [609] validation_0-mae:5059.51270 validation_1-mae:6106.79492 [610] validation_0-mae:5057.85742 validation_1-mae:6106.36670 [611] validation_0-mae:5056.20312 validation_1-mae:6106.71191 [612] validation_0-mae:5054.52588 validation_1-mae:6106.38965 [613] validation_0-mae:5053.54443 validation_1-mae:6106.51758 [614] validation_0-mae:5051.01123 validation_1-mae:6106.48047 [615] validation_0-mae:5050.03027 validation_1-mae:6106.88379 [616] validation_0-mae:5047.52832 validation_1-mae:6107.14600 [617] validation_0-mae:5047.11719 validation_1-mae:6107.31885 [618] validation_0-mae:5046.80322 validation_1-mae:6106.99072 [619] validation_0-mae:5045.25537 validation_1-mae:6107.76221 [620] validation_0-mae:5043.39990 validation_1-mae:6106.64258 [621] validation_0-mae:5042.40576 validation_1-mae:6107.27881 [622] validation_0-mae:5041.07373 validation_1-mae:6106.23389 [623] validation_0-mae:5040.41650 validation_1-mae:6105.92285 [624] validation_0-mae:5038.35352 validation_1-mae:6104.43750 [625] validation_0-mae:5036.06348 validation_1-mae:6104.65576 [626] validation_0-mae:5033.43018 validation_1-mae:6105.92773 [627] validation_0-mae:5031.41455 validation_1-mae:6105.32568 [628] validation_0-mae:5029.79883 validation_1-mae:6105.41602 [629] validation_0-mae:5027.43018 validation_1-mae:6106.13477 [630] validation_0-mae:5026.80371 validation_1-mae:6105.86084 [631] validation_0-mae:5024.82227 validation_1-mae:6106.79492 [632] validation_0-mae:5023.86670 validation_1-mae:6107.27881 [633] validation_0-mae:5022.31494 validation_1-mae:6107.49756 [634] validation_0-mae:5021.58350 validation_1-mae:6107.16016 [635] validation_0-mae:5020.38623 validation_1-mae:6107.80371 [636] validation_0-mae:5020.27881 validation_1-mae:6107.77783 [637] validation_0-mae:5018.91943 validation_1-mae:6107.97656 [638] validation_0-mae:5016.17139 validation_1-mae:6106.33936 [639] validation_0-mae:5014.84326 validation_1-mae:6105.65576 [640] validation_0-mae:5013.73584 validation_1-mae:6105.50342 [641] validation_0-mae:5010.80371 validation_1-mae:6104.93164 [642] validation_0-mae:5008.73047 validation_1-mae:6103.67822 [643] validation_0-mae:5006.97998 validation_1-mae:6103.19873 [644] validation_0-mae:5005.88867 validation_1-mae:6103.27783 [645] validation_0-mae:5004.80713 validation_1-mae:6102.59717 [646] validation_0-mae:5003.54834 validation_1-mae:6102.45557 [647] validation_0-mae:5002.72998 validation_1-mae:6102.09522 [648] validation_0-mae:5001.78516 validation_1-mae:6101.87939 [649] validation_0-mae:5000.61035 validation_1-mae:6101.62988 [650] validation_0-mae:4997.90137 validation_1-mae:6101.35400 [651] validation_0-mae:4997.43164 validation_1-mae:6101.80273 [652] validation_0-mae:4995.28125 validation_1-mae:6101.31885 [653] validation_0-mae:4994.14941 validation_1-mae:6101.07275 [654] validation_0-mae:4991.99316 validation_1-mae:6100.39648 [655] validation_0-mae:4990.98389 validation_1-mae:6100.15869 [656] validation_0-mae:4990.74414 validation_1-mae:6100.12695 [657] validation_0-mae:4989.96680 validation_1-mae:6100.14648 [658] validation_0-mae:4989.00879 validation_1-mae:6099.84961 [659] validation_0-mae:4988.13525 validation_1-mae:6099.78272 [660] validation_0-mae:4986.56445 validation_1-mae:6099.62842 [661] validation_0-mae:4985.32764 validation_1-mae:6099.40234 [662] validation_0-mae:4982.37158 validation_1-mae:6098.46533 [663] validation_0-mae:4981.45361 validation_1-mae:6098.50537 [664] validation_0-mae:4980.37695 validation_1-mae:6098.06641 [665] validation_0-mae:4979.62842 validation_1-mae:6097.96777 [666] validation_0-mae:4976.95557 validation_1-mae:6097.79736 [667] validation_0-mae:4973.96289 validation_1-mae:6096.48975 [668] validation_0-mae:4971.88232 validation_1-mae:6095.64453 [669] validation_0-mae:4971.21973 validation_1-mae:6095.54102 [670] validation_0-mae:4970.06055 validation_1-mae:6095.24023 [671] validation_0-mae:4969.52441 validation_1-mae:6095.04785 [672] validation_0-mae:4969.39600 validation_1-mae:6095.15137 [673] validation_0-mae:4968.99023 validation_1-mae:6095.16650 [674] validation_0-mae:4967.72266 validation_1-mae:6094.97607 [675] validation_0-mae:4965.90772 validation_1-mae:6093.80957 [676] validation_0-mae:4963.98047 validation_1-mae:6093.42432 [677] validation_0-mae:4961.86182 validation_1-mae:6092.97949 [678] validation_0-mae:4960.54541 validation_1-mae:6093.02637 [679] validation_0-mae:4958.93750 validation_1-mae:6093.18603 [680] validation_0-mae:4957.12598 validation_1-mae:6091.85645 [681] validation_0-mae:4956.98047 validation_1-mae:6091.81152 [682] validation_0-mae:4956.37744 validation_1-mae:6091.66504 [683] validation_0-mae:4955.27978 validation_1-mae:6091.24072 [684] validation_0-mae:4954.63232 validation_1-mae:6090.92871 [685] validation_0-mae:4953.44189 validation_1-mae:6091.00928 [686] validation_0-mae:4951.34033 validation_1-mae:6090.58594 [687] validation_0-mae:4950.39600 validation_1-mae:6090.97510 [688] validation_0-mae:4948.70459 validation_1-mae:6090.15674 [689] validation_0-mae:4946.47266 validation_1-mae:6089.51709 [690] validation_0-mae:4944.33643 validation_1-mae:6089.96728 [691] validation_0-mae:4943.01611 validation_1-mae:6089.54150 [692] validation_0-mae:4942.19727 validation_1-mae:6089.52734 [693] validation_0-mae:4939.21973 validation_1-mae:6089.00635 [694] validation_0-mae:4936.65283 validation_1-mae:6087.88086 [695] validation_0-mae:4932.60791 validation_1-mae:6087.86377 [696] validation_0-mae:4930.80176 validation_1-mae:6087.81299 [697] validation_0-mae:4927.73975 validation_1-mae:6087.61084 [698] validation_0-mae:4927.10010 validation_1-mae:6087.52197 [699] validation_0-mae:4925.83301 validation_1-mae:6087.42139 [700] validation_0-mae:4924.03272 validation_1-mae:6086.15186 [701] validation_0-mae:4923.08838 validation_1-mae:6085.85547 [702] validation_0-mae:4920.99658 validation_1-mae:6085.05713 [703] validation_0-mae:4920.12842 validation_1-mae:6085.31055 [704] validation_0-mae:4918.29102 validation_1-mae:6085.42822 [705] validation_0-mae:4916.16016 validation_1-mae:6085.03613 [706] validation_0-mae:4915.49023 validation_1-mae:6084.82617 [707] validation_0-mae:4914.16895 validation_1-mae:6084.39404 [708] validation_0-mae:4913.28857 validation_1-mae:6084.55420 [709] validation_0-mae:4912.61035 validation_1-mae:6084.59180 [710] validation_0-mae:4911.57422 validation_1-mae:6084.31543 [711] validation_0-mae:4910.71924 validation_1-mae:6084.38330 [712] validation_0-mae:4910.49121 validation_1-mae:6084.28857 [713] validation_0-mae:4910.05762 validation_1-mae:6084.35498 [714] validation_0-mae:4909.96240 validation_1-mae:6084.37012 [715] validation_0-mae:4908.84522 validation_1-mae:6084.10449 [716] validation_0-mae:4907.70996 validation_1-mae:6083.92383 [717] validation_0-mae:4905.80127 validation_1-mae:6083.82910 [718] validation_0-mae:4904.38184 validation_1-mae:6083.55371 [719] validation_0-mae:4903.64258 validation_1-mae:6083.41797 [720] validation_0-mae:4903.02637 validation_1-mae:6083.41650 [721] validation_0-mae:4901.62598 validation_1-mae:6082.28027 [722] validation_0-mae:4900.36963 validation_1-mae:6081.58936 [723] validation_0-mae:4898.20361 validation_1-mae:6081.80908 [724] validation_0-mae:4896.77051 validation_1-mae:6082.26514 [725] validation_0-mae:4895.21582 validation_1-mae:6081.95312 [726] validation_0-mae:4893.52344 validation_1-mae:6080.60742 [727] validation_0-mae:4891.50244 validation_1-mae:6080.58887 [728] validation_0-mae:4890.41992 validation_1-mae:6080.79785 [729] validation_0-mae:4889.62647 validation_1-mae:6080.42334 [730] validation_0-mae:4888.03906 validation_1-mae:6079.86035 [731] validation_0-mae:4886.78711 validation_1-mae:6080.20361 [732] validation_0-mae:4885.63574 validation_1-mae:6079.89551 [733] validation_0-mae:4884.81689 validation_1-mae:6079.76514 [734] validation_0-mae:4884.12158 validation_1-mae:6079.56494 [735] validation_0-mae:4883.15137 validation_1-mae:6079.10449 [736] validation_0-mae:4882.33154 validation_1-mae:6079.01953 [737] validation_0-mae:4878.95361 validation_1-mae:6077.91455 [738] validation_0-mae:4878.11670 validation_1-mae:6077.87207 [739] validation_0-mae:4875.37109 validation_1-mae:6076.15234 [740] validation_0-mae:4873.88965 validation_1-mae:6075.24463 [741] validation_0-mae:4872.03857 validation_1-mae:6075.54492 [742] validation_0-mae:4870.70312 validation_1-mae:6074.56397 [743] validation_0-mae:4869.56103 validation_1-mae:6073.88867 [744] validation_0-mae:4868.80078 validation_1-mae:6073.91992 [745] validation_0-mae:4866.66016 validation_1-mae:6073.67871 [746] validation_0-mae:4864.57959 validation_1-mae:6073.37842 [747] validation_0-mae:4863.16309 validation_1-mae:6073.01855 [748] validation_0-mae:4862.09473 validation_1-mae:6072.57910 [749] validation_0-mae:4860.54199 validation_1-mae:6072.06250 [750] validation_0-mae:4858.23145 validation_1-mae:6071.43603 [751] validation_0-mae:4857.32324 validation_1-mae:6071.27197 [752] validation_0-mae:4856.24805 validation_1-mae:6071.93848 [753] validation_0-mae:4855.64941 validation_1-mae:6071.70850 [754] validation_0-mae:4854.19971 validation_1-mae:6071.09131 [755] validation_0-mae:4852.42139 validation_1-mae:6070.72022 [756] validation_0-mae:4851.50000 validation_1-mae:6071.18359 [757] validation_0-mae:4849.96191 validation_1-mae:6070.23633 [758] validation_0-mae:4848.16162 validation_1-mae:6070.70850 [759] validation_0-mae:4847.13525 validation_1-mae:6070.94775 [760] validation_0-mae:4845.48389 validation_1-mae:6070.94824 [761] validation_0-mae:4843.55029 validation_1-mae:6069.38330 [762] validation_0-mae:4842.08008 validation_1-mae:6069.27539 [763] validation_0-mae:4840.79590 validation_1-mae:6069.31445 [764] validation_0-mae:4839.85352 validation_1-mae:6069.43018 [765] validation_0-mae:4838.02148 validation_1-mae:6069.06152 [766] validation_0-mae:4836.60693 validation_1-mae:6068.61230 [767] validation_0-mae:4835.14795 validation_1-mae:6068.16406 [768] validation_0-mae:4833.86816 validation_1-mae:6067.97754 [769] validation_0-mae:4831.43018 validation_1-mae:6067.77490 [770] validation_0-mae:4830.41553 validation_1-mae:6067.45117 [771] validation_0-mae:4829.16406 validation_1-mae:6067.15039 [772] validation_0-mae:4828.37744 validation_1-mae:6067.02881 [773] validation_0-mae:4827.83398 validation_1-mae:6066.87061 [774] validation_0-mae:4826.49170 validation_1-mae:6066.33691 [775] validation_0-mae:4823.22559 validation_1-mae:6064.13428 [776] validation_0-mae:4822.28125 validation_1-mae:6063.68115 [777] validation_0-mae:4820.62061 validation_1-mae:6062.75293 [778] validation_0-mae:4819.95068 validation_1-mae:6062.31836 [779] validation_0-mae:4818.14404 validation_1-mae:6061.44873 [780] validation_0-mae:4817.36133 validation_1-mae:6061.60303 [781] validation_0-mae:4815.27637 validation_1-mae:6061.33643 [782] validation_0-mae:4814.24316 validation_1-mae:6061.48145 [783] validation_0-mae:4813.75928 validation_1-mae:6061.16797 [784] validation_0-mae:4811.67285 validation_1-mae:6060.21875 [785] validation_0-mae:4809.72998 validation_1-mae:6059.56543 [786] validation_0-mae:4808.35547 validation_1-mae:6058.94043 [787] validation_0-mae:4805.91016 validation_1-mae:6058.25488 [788] validation_0-mae:4802.78955 validation_1-mae:6058.30078 [789] validation_0-mae:4801.30859 validation_1-mae:6057.34228 [790] validation_0-mae:4798.51807 validation_1-mae:6058.11816 [791] validation_0-mae:4797.12549 validation_1-mae:6057.72314 [792] validation_0-mae:4795.04492 validation_1-mae:6056.87158 [793] validation_0-mae:4792.77734 validation_1-mae:6057.66064 [794] validation_0-mae:4791.22022 validation_1-mae:6057.36475 [795] validation_0-mae:4789.27441 validation_1-mae:6057.23096 [796] validation_0-mae:4786.58008 validation_1-mae:6056.95459 [797] validation_0-mae:4784.83203 validation_1-mae:6056.67676 [798] validation_0-mae:4783.98340 validation_1-mae:6057.12647 [799] validation_0-mae:4783.45703 validation_1-mae:6057.01807 [800] validation_0-mae:4782.26953 validation_1-mae:6057.26904 [801] validation_0-mae:4780.74658 validation_1-mae:6057.19775 [802] validation_0-mae:4778.84180 validation_1-mae:6057.18066 [803] validation_0-mae:4778.25000 validation_1-mae:6057.03467 [804] validation_0-mae:4776.54932 validation_1-mae:6057.54102 [805] validation_0-mae:4776.27441 validation_1-mae:6057.35498 [806] validation_0-mae:4775.04248 validation_1-mae:6056.72266 [807] validation_0-mae:4774.95068 validation_1-mae:6056.74902 [808] validation_0-mae:4773.69043 validation_1-mae:6056.40674 [809] validation_0-mae:4773.11914 validation_1-mae:6056.45996 [810] validation_0-mae:4771.48242 validation_1-mae:6055.45703 [811] validation_0-mae:4769.15772 validation_1-mae:6055.41406 [812] validation_0-mae:4767.93359 validation_1-mae:6056.02344 [813] validation_0-mae:4766.33691 validation_1-mae:6055.32568 [814] validation_0-mae:4763.17676 validation_1-mae:6054.26758 [815] validation_0-mae:4762.09912 validation_1-mae:6054.27148 [816] validation_0-mae:4761.47852 validation_1-mae:6054.11133 [817] validation_0-mae:4759.64014 validation_1-mae:6053.82910 [818] validation_0-mae:4758.91504 validation_1-mae:6053.25195 [819] validation_0-mae:4757.91260 validation_1-mae:6053.14648 [820] validation_0-mae:4757.10645 validation_1-mae:6053.94678 [821] validation_0-mae:4756.57080 validation_1-mae:6053.73242 [822] validation_0-mae:4755.60596 validation_1-mae:6053.71973 [823] validation_0-mae:4753.76904 validation_1-mae:6054.15478 [824] validation_0-mae:4752.76953 validation_1-mae:6053.87891 [825] validation_0-mae:4751.10596 validation_1-mae:6053.92041 [826] validation_0-mae:4749.85986 validation_1-mae:6053.73828 [827] validation_0-mae:4748.07178 validation_1-mae:6052.88867 [828] validation_0-mae:4746.98145 validation_1-mae:6052.62842 [829] validation_0-mae:4746.15430 validation_1-mae:6052.83789 [830] validation_0-mae:4743.51855 validation_1-mae:6053.04639 [831] validation_0-mae:4741.84033 validation_1-mae:6053.32861 [832] validation_0-mae:4739.46045 validation_1-mae:6053.03613 [833] validation_0-mae:4737.04688 validation_1-mae:6052.95654 [834] validation_0-mae:4735.70459 validation_1-mae:6052.62207 [835] validation_0-mae:4734.23193 validation_1-mae:6052.59961 [836] validation_0-mae:4732.83398 validation_1-mae:6053.05029 [837] validation_0-mae:4730.81543 validation_1-mae:6052.60449 [838] validation_0-mae:4729.84570 validation_1-mae:6052.57666 [839] validation_0-mae:4729.32422 validation_1-mae:6052.41357 [840] validation_0-mae:4728.46045 validation_1-mae:6052.31738 [841] validation_0-mae:4728.21631 validation_1-mae:6052.47363 [842] validation_0-mae:4726.88477 validation_1-mae:6051.71484 [843] validation_0-mae:4724.99365 validation_1-mae:6051.51465 [844] validation_0-mae:4723.32959 validation_1-mae:6051.06543 [845] validation_0-mae:4722.99023 validation_1-mae:6050.99805 [846] validation_0-mae:4721.75293 validation_1-mae:6051.19971 [847] validation_0-mae:4721.12793 validation_1-mae:6050.98193 [848] validation_0-mae:4719.79199 validation_1-mae:6051.12207 [849] validation_0-mae:4718.01953 validation_1-mae:6050.70264 [850] validation_0-mae:4717.40772 validation_1-mae:6050.38135 [851] validation_0-mae:4716.41699 validation_1-mae:6050.85400 [852] validation_0-mae:4714.88672 validation_1-mae:6050.73047 [853] validation_0-mae:4712.64941 validation_1-mae:6050.41406 [854] validation_0-mae:4711.54346 validation_1-mae:6049.93115 [855] validation_0-mae:4709.32910 validation_1-mae:6048.79834 [856] validation_0-mae:4707.95557 validation_1-mae:6048.50293 [857] validation_0-mae:4706.17334 validation_1-mae:6048.90576 [858] validation_0-mae:4704.17139 validation_1-mae:6048.28418 [859] validation_0-mae:4702.78320 validation_1-mae:6048.47900 [860] validation_0-mae:4700.23730 validation_1-mae:6047.70068 [861] validation_0-mae:4697.89111 validation_1-mae:6046.21289 [862] validation_0-mae:4695.13525 validation_1-mae:6046.22656 [863] validation_0-mae:4694.37695 validation_1-mae:6046.38770 [864] validation_0-mae:4693.79199 validation_1-mae:6046.50147 [865] validation_0-mae:4692.73779 validation_1-mae:6045.94629 [866] validation_0-mae:4691.80029 validation_1-mae:6045.94336 [867] validation_0-mae:4691.09912 validation_1-mae:6046.21924 [868] validation_0-mae:4690.32861 validation_1-mae:6046.54541 [869] validation_0-mae:4689.08789 validation_1-mae:6046.53711 [870] validation_0-mae:4688.33643 validation_1-mae:6046.30225 [871] validation_0-mae:4686.92676 validation_1-mae:6046.31103 [872] validation_0-mae:4685.06543 validation_1-mae:6045.81348 [873] validation_0-mae:4684.41309 validation_1-mae:6046.10645 [874] validation_0-mae:4681.89160 validation_1-mae:6045.23730 [875] validation_0-mae:4681.10010 validation_1-mae:6045.43066 [876] validation_0-mae:4680.83350 validation_1-mae:6045.58740 [877] validation_0-mae:4678.55322 validation_1-mae:6045.72705 [878] validation_0-mae:4676.39355 validation_1-mae:6044.92090 [879] validation_0-mae:4674.55859 validation_1-mae:6044.47314 [880] validation_0-mae:4672.22412 validation_1-mae:6043.95166 [881] validation_0-mae:4671.48584 validation_1-mae:6043.95068 [882] validation_0-mae:4669.98828 validation_1-mae:6044.36279 [883] validation_0-mae:4668.72461 validation_1-mae:6044.42188 [884] validation_0-mae:4667.06055 validation_1-mae:6043.93945 [885] validation_0-mae:4665.11328 validation_1-mae:6043.83398 [886] validation_0-mae:4663.89502 validation_1-mae:6043.93311 [887] validation_0-mae:4662.55518 validation_1-mae:6043.39795 [888] validation_0-mae:4661.82031 validation_1-mae:6043.40723 [889] validation_0-mae:4660.29297 validation_1-mae:6043.24805 [890] validation_0-mae:4659.71436 validation_1-mae:6043.40918 [891] validation_0-mae:4658.47119 validation_1-mae:6043.29004 [892] validation_0-mae:4656.61963 validation_1-mae:6042.76807 [893] validation_0-mae:4656.10693 validation_1-mae:6042.74170 [894] validation_0-mae:4655.73047 validation_1-mae:6042.52881 [895] validation_0-mae:4653.53516 validation_1-mae:6042.29688 [896] validation_0-mae:4651.13916 validation_1-mae:6042.78516 [897] validation_0-mae:4649.86426 validation_1-mae:6042.94922 [898] validation_0-mae:4647.55420 validation_1-mae:6043.09766 [899] validation_0-mae:4645.50439 validation_1-mae:6043.97266 [900] validation_0-mae:4645.14746 validation_1-mae:6043.81397 [901] validation_0-mae:4644.31055 validation_1-mae:6043.85205 [902] validation_0-mae:4644.14893 validation_1-mae:6043.65088 [903] validation_0-mae:4643.35449 validation_1-mae:6043.89795 [904] validation_0-mae:4641.24756 validation_1-mae:6043.82129 [905] validation_0-mae:4640.07422 validation_1-mae:6044.11719 [906] validation_0-mae:4638.80518 validation_1-mae:6043.93555 [907] validation_0-mae:4637.93262 validation_1-mae:6044.16455 [908] validation_0-mae:4636.61719 validation_1-mae:6044.11279 [909] validation_0-mae:4635.68652 validation_1-mae:6044.08154 [910] validation_0-mae:4634.80273 validation_1-mae:6043.68018 [911] validation_0-mae:4633.83789 validation_1-mae:6043.48389 [912] validation_0-mae:4632.77734 validation_1-mae:6043.64307 [913] validation_0-mae:4631.66748 validation_1-mae:6043.33203 [914] validation_0-mae:4630.69531 validation_1-mae:6043.41553 [915] validation_0-mae:4629.14160 validation_1-mae:6043.81592 [916] validation_0-mae:4628.27002 validation_1-mae:6043.52148 [917] validation_0-mae:4627.49023 validation_1-mae:6043.65137 [918] validation_0-mae:4625.51562 validation_1-mae:6042.34228 [919] validation_0-mae:4623.81543 validation_1-mae:6042.65625 [920] validation_0-mae:4622.78809 validation_1-mae:6043.46484 [921] validation_0-mae:4622.01562 validation_1-mae:6043.04785 [922] validation_0-mae:4621.04346 validation_1-mae:6043.22998 [923] validation_0-mae:4619.04053 validation_1-mae:6043.17822 [924] validation_0-mae:4617.52686 validation_1-mae:6043.08936 [925] validation_0-mae:4616.45264 validation_1-mae:6042.99463 [926] validation_0-mae:4615.69092 validation_1-mae:6043.06445 [927] validation_0-mae:4615.23096 validation_1-mae:6043.18066 [928] validation_0-mae:4612.81152 validation_1-mae:6042.76367 [929] validation_0-mae:4611.72217 validation_1-mae:6042.45508 [930] validation_0-mae:4611.28711 validation_1-mae:6042.78906 [931] validation_0-mae:4609.98682 validation_1-mae:6042.84766 [932] validation_0-mae:4609.88965 validation_1-mae:6042.88623 [933] validation_0-mae:4608.54199 validation_1-mae:6043.00537 [934] validation_0-mae:4607.26953 validation_1-mae:6042.30225 [935] validation_0-mae:4605.84619 validation_1-mae:6041.60840 [936] validation_0-mae:4604.60742 validation_1-mae:6041.44678 [937] validation_0-mae:4603.24072 validation_1-mae:6041.83789 [938] validation_0-mae:4601.79346 validation_1-mae:6041.33545 [939] validation_0-mae:4599.43115 validation_1-mae:6040.06787 [940] validation_0-mae:4598.04004 validation_1-mae:6039.49707 [941] validation_0-mae:4596.36377 validation_1-mae:6039.74853 [942] validation_0-mae:4595.37695 validation_1-mae:6039.78564 [943] validation_0-mae:4594.36572 validation_1-mae:6039.92578 [944] validation_0-mae:4593.66016 validation_1-mae:6040.24707 [945] validation_0-mae:4592.48291 validation_1-mae:6039.72705 [946] validation_0-mae:4591.78223 validation_1-mae:6040.01270 [947] validation_0-mae:4590.08252 validation_1-mae:6040.19824 [948] validation_0-mae:4589.39111 validation_1-mae:6039.99512 [949] validation_0-mae:4589.31934 validation_1-mae:6040.03906 [950] validation_0-mae:4587.99463 validation_1-mae:6039.98047 [951] validation_0-mae:4586.67090 validation_1-mae:6039.36182 [952] validation_0-mae:4585.63135 validation_1-mae:6039.07764 [953] validation_0-mae:4584.62598 validation_1-mae:6038.94385 [954] validation_0-mae:4584.08447 validation_1-mae:6038.49316 [955] validation_0-mae:4583.43018 validation_1-mae:6038.45996 [956] validation_0-mae:4582.13232 validation_1-mae:6038.21924 [957] validation_0-mae:4581.62842 validation_1-mae:6038.00439 [958] validation_0-mae:4580.41357 validation_1-mae:6038.34033 [959] validation_0-mae:4579.20850 validation_1-mae:6038.31787 [960] validation_0-mae:4578.21631 validation_1-mae:6038.01904 [961] validation_0-mae:4577.33594 validation_1-mae:6037.77148 [962] validation_0-mae:4576.31982 validation_1-mae:6037.87891 [963] validation_0-mae:4575.42773 validation_1-mae:6037.95264 [964] validation_0-mae:4574.29688 validation_1-mae:6037.63867 [965] validation_0-mae:4573.16797 validation_1-mae:6037.44775 [966] validation_0-mae:4572.11328 validation_1-mae:6037.70850 [967] validation_0-mae:4570.89404 validation_1-mae:6037.67041 [968] validation_0-mae:4569.06543 validation_1-mae:6038.51318 [969] validation_0-mae:4568.55322 validation_1-mae:6038.62939 [970] validation_0-mae:4568.00977 validation_1-mae:6038.64600 [971] validation_0-mae:4567.01074 validation_1-mae:6038.79443 [972] validation_0-mae:4566.70117 validation_1-mae:6038.71973 [973] validation_0-mae:4565.37793 validation_1-mae:6039.47949 [974] validation_0-mae:4564.44873 validation_1-mae:6039.68603 [975] validation_0-mae:4563.11670 validation_1-mae:6039.84619 [976] validation_0-mae:4562.37549 validation_1-mae:6039.70996 [977] validation_0-mae:4560.91211 validation_1-mae:6039.11035 [978] validation_0-mae:4560.02734 validation_1-mae:6038.64893 [979] validation_0-mae:4559.45654 validation_1-mae:6038.38135 [980] validation_0-mae:4558.75439 validation_1-mae:6038.65772 [981] validation_0-mae:4557.46094 validation_1-mae:6038.30176 [982] validation_0-mae:4557.42822 validation_1-mae:6038.34131 [983] validation_0-mae:4556.88574 validation_1-mae:6037.93018 [984] validation_0-mae:4555.49658 validation_1-mae:6038.06982 [985] validation_0-mae:4554.79541 validation_1-mae:6037.70215 [986] validation_0-mae:4553.16504 validation_1-mae:6037.84570 [987] validation_0-mae:4551.24316 validation_1-mae:6037.29785 [988] validation_0-mae:4550.49072 validation_1-mae:6037.04297 [989] validation_0-mae:4549.52197 validation_1-mae:6036.85400 [990] validation_0-mae:4548.35498 validation_1-mae:6037.04492 [991] validation_0-mae:4547.37353 validation_1-mae:6037.09228 [992] validation_0-mae:4546.00293 validation_1-mae:6036.25928 [993] validation_0-mae:4544.95898 validation_1-mae:6036.37988 [994] validation_0-mae:4543.56836 validation_1-mae:6035.96338 [995] validation_0-mae:4542.31934 validation_1-mae:6035.89893 [996] validation_0-mae:4541.13525 validation_1-mae:6036.05078 [997] validation_0-mae:4539.49609 validation_1-mae:6036.51855 [998] validation_0-mae:4538.43848 validation_1-mae:6037.04346 [999] validation_0-mae:4536.75439 validation_1-mae:6036.67725 [1000] validation_0-mae:4534.69727 validation_1-mae:6036.39453 [1001] validation_0-mae:4533.41260 validation_1-mae:6036.20264 [1002] validation_0-mae:4532.11572 validation_1-mae:6036.10889 [1003] validation_0-mae:4531.11279 validation_1-mae:6035.95801 [1004] validation_0-mae:4529.78809 validation_1-mae:6035.10449 [1005] validation_0-mae:4527.98779 validation_1-mae:6034.89844 [1006] validation_0-mae:4527.39844 validation_1-mae:6034.71094 [1007] validation_0-mae:4526.56250 validation_1-mae:6034.30859 [1008] validation_0-mae:4524.48242 validation_1-mae:6033.96826 [1009] validation_0-mae:4522.73877 validation_1-mae:6034.06738 [1010] validation_0-mae:4520.86426 validation_1-mae:6034.60254 [1011] validation_0-mae:4519.50977 validation_1-mae:6034.83740 [1012] validation_0-mae:4516.99902 validation_1-mae:6034.08936 [1013] validation_0-mae:4515.39990 validation_1-mae:6034.10986 [1014] validation_0-mae:4513.98193 validation_1-mae:6034.31494 [1015] validation_0-mae:4512.39453 validation_1-mae:6033.80273 [1016] validation_0-mae:4511.48486 validation_1-mae:6033.68262 [1017] validation_0-mae:4510.01514 validation_1-mae:6033.10596 [1018] validation_0-mae:4508.13086 validation_1-mae:6032.10059 [1019] validation_0-mae:4506.37647 validation_1-mae:6032.18213 [1020] validation_0-mae:4504.73438 validation_1-mae:6031.56397 [1021] validation_0-mae:4502.90088 validation_1-mae:6031.28467 [1022] validation_0-mae:4501.68115 validation_1-mae:6031.60059 [1023] validation_0-mae:4500.61230 validation_1-mae:6031.60547 [1024] validation_0-mae:4499.77734 validation_1-mae:6031.88770 [1025] validation_0-mae:4497.69189 validation_1-mae:6032.09082 [1026] validation_0-mae:4496.37842 validation_1-mae:6031.95166 [1027] validation_0-mae:4495.35352 validation_1-mae:6031.98193 [1028] validation_0-mae:4494.64502 validation_1-mae:6032.20605 [1029] validation_0-mae:4493.80225 validation_1-mae:6032.75342 [1030] validation_0-mae:4492.64502 validation_1-mae:6032.72607 [1031] validation_0-mae:4491.57617 validation_1-mae:6032.55225 [1032] validation_0-mae:4490.73193 validation_1-mae:6032.58301 [1033] validation_0-mae:4489.32178 validation_1-mae:6032.71680 [1034] validation_0-mae:4488.46484 validation_1-mae:6032.85352 [1035] validation_0-mae:4486.02100 validation_1-mae:6032.30713 [1036] validation_0-mae:4484.74023 validation_1-mae:6031.89355 [1037] validation_0-mae:4483.67627 validation_1-mae:6031.98779 [1038] validation_0-mae:4481.69287 validation_1-mae:6032.66113 [1039] validation_0-mae:4480.94238 validation_1-mae:6032.26367 [1040] validation_0-mae:4478.96436 validation_1-mae:6031.57617 [1041] validation_0-mae:4478.06738 validation_1-mae:6031.76562 [1042] validation_0-mae:4477.25732 validation_1-mae:6031.68652 [1043] validation_0-mae:4476.57861 validation_1-mae:6031.88037 [1044] validation_0-mae:4475.62012 validation_1-mae:6031.76807 [1045] validation_0-mae:4474.78027 validation_1-mae:6032.19482 [1046] validation_0-mae:4473.56689 validation_1-mae:6032.66553 [1047] validation_0-mae:4471.46582 validation_1-mae:6031.49170 [1048] validation_0-mae:4470.08447 validation_1-mae:6031.51172 [1049] validation_0-mae:4469.12939 validation_1-mae:6031.69580 [1050] validation_0-mae:4467.56836 validation_1-mae:6031.98047 [1051] validation_0-mae:4466.12695 validation_1-mae:6031.75098 [1052] validation_0-mae:4464.85938 validation_1-mae:6031.36475 [1053] validation_0-mae:4463.78857 validation_1-mae:6030.65381 [1054] validation_0-mae:4462.25147 validation_1-mae:6030.98145 [1055] validation_0-mae:4461.20264 validation_1-mae:6030.76270 [1056] validation_0-mae:4459.82861 validation_1-mae:6031.12012 [1057] validation_0-mae:4459.39062 validation_1-mae:6031.43994 [1058] validation_0-mae:4457.75439 validation_1-mae:6032.32666 [1059] validation_0-mae:4457.02002 validation_1-mae:6032.54541 [1060] validation_0-mae:4456.38574 validation_1-mae:6032.34814 [1061] validation_0-mae:4456.32031 validation_1-mae:6032.48438 [1062] validation_0-mae:4455.09375 validation_1-mae:6032.23291 [1063] validation_0-mae:4454.95312 validation_1-mae:6032.29248 [1064] validation_0-mae:4454.65283 validation_1-mae:6032.15234 [1065] validation_0-mae:4453.20068 validation_1-mae:6032.52978 [1066] validation_0-mae:4451.68897 validation_1-mae:6032.96094 [1067] validation_0-mae:4450.07764 validation_1-mae:6033.08252 [1068] validation_0-mae:4448.82080 validation_1-mae:6033.60742 [1069] validation_0-mae:4447.89697 validation_1-mae:6033.89600 [1070] validation_0-mae:4447.32080 validation_1-mae:6033.91992 [1071] validation_0-mae:4446.60596 validation_1-mae:6034.36719 [1072] validation_0-mae:4445.72363 validation_1-mae:6034.40625 [1073] validation_0-mae:4445.58350 validation_1-mae:6034.61279 [1074] validation_0-mae:4445.40869 validation_1-mae:6034.52197 [1075] validation_0-mae:4444.73779 validation_1-mae:6034.49170 [1076] validation_0-mae:4443.86377 validation_1-mae:6034.74805 [1077] validation_0-mae:4443.10205 validation_1-mae:6034.87988 [1078] validation_0-mae:4442.44678 validation_1-mae:6034.73926 [1079] validation_0-mae:4441.64941 validation_1-mae:6034.63525 [1080] validation_0-mae:4440.80078 validation_1-mae:6034.71777 [1081] validation_0-mae:4439.04785 validation_1-mae:6034.55664 [1082] validation_0-mae:4437.89014 validation_1-mae:6034.32910 [1083] validation_0-mae:4436.58643 validation_1-mae:6034.85107 [1084] validation_0-mae:4435.61230 validation_1-mae:6035.52881 [1085] validation_0-mae:4434.79395 validation_1-mae:6035.70508 [1086] validation_0-mae:4434.09814 validation_1-mae:6035.98389 [1087] validation_0-mae:4432.83887 validation_1-mae:6035.65088 [1088] validation_0-mae:4432.46387 validation_1-mae:6035.32275 [1089] validation_0-mae:4432.18897 validation_1-mae:6035.28809 [1090] validation_0-mae:4431.07715 validation_1-mae:6035.66309 [1091] validation_0-mae:4429.36768 validation_1-mae:6035.15186 [1092] validation_0-mae:4428.45312 validation_1-mae:6034.86328 [1093] validation_0-mae:4428.24951 validation_1-mae:6035.06836 [1094] validation_0-mae:4426.53467 validation_1-mae:6034.72705 [1095] validation_0-mae:4425.28076 validation_1-mae:6034.76904 [1096] validation_0-mae:4423.72461 validation_1-mae:6034.65430 [1097] validation_0-mae:4422.42822 validation_1-mae:6034.35059 [1098] validation_0-mae:4420.45654 validation_1-mae:6034.27002 [1099] validation_0-mae:4419.78516 validation_1-mae:6035.14014 [1100] validation_0-mae:4417.79980 validation_1-mae:6035.57666 [1101] validation_0-mae:4417.09766 validation_1-mae:6035.62451 [1102] validation_0-mae:4415.91992 validation_1-mae:6035.30908 [1103] validation_0-mae:4415.04443 validation_1-mae:6034.77832 [1104] validation_0-mae:4413.11475 validation_1-mae:6034.68603 [1105] validation_0-mae:4411.73145 validation_1-mae:6034.55176 [1106] validation_0-mae:4410.38135 validation_1-mae:6034.20752 [1107] validation_0-mae:4409.53564 validation_1-mae:6034.49121 [1108] validation_0-mae:4407.84570 validation_1-mae:6035.51025 [1109] validation_0-mae:4406.61963 validation_1-mae:6035.34814 [1110] validation_0-mae:4404.92627 validation_1-mae:6034.93262 [1111] validation_0-mae:4403.79980 validation_1-mae:6034.50635 [1112] validation_0-mae:4403.27051 validation_1-mae:6034.57959 [1113] validation_0-mae:4402.85449 validation_1-mae:6034.61328 [1114] validation_0-mae:4402.16797 validation_1-mae:6034.47070 [1115] validation_0-mae:4401.41064 validation_1-mae:6034.26904 [1116] validation_0-mae:4399.63818 validation_1-mae:6033.48877 [1117] validation_0-mae:4398.86084 validation_1-mae:6033.43897 [1118] validation_0-mae:4398.03027 validation_1-mae:6033.78223 [1119] validation_0-mae:4396.88721 validation_1-mae:6033.84717 [1120] validation_0-mae:4395.68018 validation_1-mae:6033.34228 [1121] validation_0-mae:4394.37207 validation_1-mae:6033.55469 [1122] validation_0-mae:4393.62793 validation_1-mae:6034.07666 [1123] validation_0-mae:4392.19238 validation_1-mae:6034.85205 [1124] validation_0-mae:4391.51367 validation_1-mae:6034.42871 [1125] validation_0-mae:4389.51709 validation_1-mae:6034.47217 [1126] validation_0-mae:4388.75635 validation_1-mae:6034.37939 [1127] validation_0-mae:4387.68750 validation_1-mae:6034.24512 [1128] validation_0-mae:4387.07422 validation_1-mae:6034.20117 [1129] validation_0-mae:4386.45752 validation_1-mae:6034.42334 [1130] validation_0-mae:4385.87256 validation_1-mae:6034.00781 [1131] validation_0-mae:4385.31397 validation_1-mae:6033.87988 [1132] validation_0-mae:4384.91260 validation_1-mae:6033.94336 [1133] validation_0-mae:4383.79199 validation_1-mae:6034.16602 [1134] validation_0-mae:4382.48779 validation_1-mae:6034.80078 [1135] validation_0-mae:4380.94678 validation_1-mae:6034.94287 [1136] validation_0-mae:4379.42627 validation_1-mae:6034.82715 [1137] validation_0-mae:4378.53662 validation_1-mae:6034.69580 [1138] validation_0-mae:4377.86377 validation_1-mae:6034.67383 [1139] validation_0-mae:4376.41455 validation_1-mae:6034.34033 [1140] validation_0-mae:4375.35938 validation_1-mae:6034.15772 [1141] validation_0-mae:4373.13135 validation_1-mae:6033.32666 [1142] validation_0-mae:4372.36572 validation_1-mae:6033.27539 [1143] validation_0-mae:4371.01416 validation_1-mae:6032.87402 [1144] validation_0-mae:4369.63672 validation_1-mae:6032.42334 [1145] validation_0-mae:4369.21045 validation_1-mae:6032.54834 [1146] validation_0-mae:4367.55029 validation_1-mae:6031.78125 [1147] validation_0-mae:4366.48438 validation_1-mae:6032.16553 [1148] validation_0-mae:4364.88135 validation_1-mae:6031.87061 [1149] validation_0-mae:4363.06055 validation_1-mae:6031.13086 [1150] validation_0-mae:4361.49658 validation_1-mae:6031.09814 [1151] validation_0-mae:4359.87695 validation_1-mae:6030.51123 [1152] validation_0-mae:4358.90186 validation_1-mae:6030.58057 [1153] validation_0-mae:4357.70801 validation_1-mae:6030.36670 [1154] validation_0-mae:4356.75977 validation_1-mae:6030.40381 [1155] validation_0-mae:4355.82178 validation_1-mae:6030.27197 [1156] validation_0-mae:4354.30615 validation_1-mae:6030.53174 [1157] validation_0-mae:4353.27100 validation_1-mae:6030.97656 [1158] validation_0-mae:4351.92432 validation_1-mae:6030.55176 [1159] validation_0-mae:4351.14258 validation_1-mae:6030.37549 [1160] validation_0-mae:4350.27978 validation_1-mae:6030.69043 [1161] validation_0-mae:4350.14209 validation_1-mae:6030.63672 [1162] validation_0-mae:4349.40332 validation_1-mae:6030.41992 [1163] validation_0-mae:4348.59522 validation_1-mae:6030.48633 [1164] validation_0-mae:4347.29297 validation_1-mae:6030.80371 [1165] validation_0-mae:4346.45654 validation_1-mae:6030.63721 [1166] validation_0-mae:4345.28418 validation_1-mae:6029.85889 [1167] validation_0-mae:4343.35791 validation_1-mae:6029.57715 [1168] validation_0-mae:4342.36572 validation_1-mae:6029.40332 [1169] validation_0-mae:4341.85059 validation_1-mae:6029.35400 [1170] validation_0-mae:4341.43066 validation_1-mae:6029.27002 [1171] validation_0-mae:4341.04492 validation_1-mae:6029.34473 [1172] validation_0-mae:4339.68359 validation_1-mae:6028.91846 [1173] validation_0-mae:4338.34619 validation_1-mae:6029.27100 [1174] validation_0-mae:4337.98145 validation_1-mae:6029.10693 [1175] validation_0-mae:4337.24268 validation_1-mae:6029.56348 [1176] validation_0-mae:4336.36963 validation_1-mae:6029.68799 [1177] validation_0-mae:4335.60596 validation_1-mae:6029.77881 [1178] validation_0-mae:4334.02002 validation_1-mae:6029.47852 [1179] validation_0-mae:4333.35645 validation_1-mae:6029.66699 [1180] validation_0-mae:4332.61572 validation_1-mae:6029.58936 [1181] validation_0-mae:4332.13965 validation_1-mae:6029.85938 [1182] validation_0-mae:4331.44775 validation_1-mae:6029.63477 [1183] validation_0-mae:4331.12305 validation_1-mae:6029.58350 [1184] validation_0-mae:4329.37207 validation_1-mae:6030.10986 [1185] validation_0-mae:4328.52148 validation_1-mae:6030.00488 [1186] validation_0-mae:4327.99951 validation_1-mae:6030.04736 [1187] validation_0-mae:4327.42822 validation_1-mae:6030.22363 [1188] validation_0-mae:4326.49805 validation_1-mae:6030.01611 [1189] validation_0-mae:4325.50049 validation_1-mae:6030.16650 [1190] validation_0-mae:4324.72168 validation_1-mae:6030.20068 [1191] validation_0-mae:4323.87109 validation_1-mae:6030.19287 [1192] validation_0-mae:4323.06787 validation_1-mae:6030.12061 [1193] validation_0-mae:4322.12353 validation_1-mae:6030.13281 [1194] validation_0-mae:4319.97705 validation_1-mae:6029.85547 [1195] validation_0-mae:4319.37549 validation_1-mae:6030.26953 [1196] validation_0-mae:4317.68945 validation_1-mae:6029.78174 [1197] validation_0-mae:4316.98975 validation_1-mae:6029.55273 [1198] validation_0-mae:4316.44727 validation_1-mae:6029.60400 [1199] validation_0-mae:4315.07617 validation_1-mae:6029.23389 [1200] validation_0-mae:4313.33447 validation_1-mae:6029.33057 [1201] validation_0-mae:4312.59522 validation_1-mae:6029.19775 [1202] validation_0-mae:4311.76367 validation_1-mae:6028.93555 [1203] validation_0-mae:4311.01172 validation_1-mae:6028.97461 [1204] validation_0-mae:4309.80176 validation_1-mae:6029.16260 [1205] validation_0-mae:4308.33154 validation_1-mae:6028.56641 [1206] validation_0-mae:4306.17090 validation_1-mae:6028.06250 [1207] validation_0-mae:4304.52100 validation_1-mae:6027.87793 [1208] validation_0-mae:4303.51807 validation_1-mae:6027.75195 [1209] validation_0-mae:4301.70557 validation_1-mae:6027.59522 [1210] validation_0-mae:4299.96924 validation_1-mae:6027.35107 [1211] validation_0-mae:4297.58057 validation_1-mae:6027.56592 [1212] validation_0-mae:4295.82471 validation_1-mae:6027.47510 [1213] validation_0-mae:4294.41895 validation_1-mae:6027.41260 [1214] validation_0-mae:4293.39014 validation_1-mae:6027.10205 [1215] validation_0-mae:4291.47656 validation_1-mae:6027.07910 [1216] validation_0-mae:4289.90527 validation_1-mae:6027.22754 [1217] validation_0-mae:4289.00879 validation_1-mae:6027.27686 [1218] validation_0-mae:4287.41309 validation_1-mae:6026.59766 [1219] validation_0-mae:4285.76660 validation_1-mae:6027.04004 [1220] validation_0-mae:4285.28418 validation_1-mae:6027.16064 [1221] validation_0-mae:4284.48096 validation_1-mae:6027.38818 [1222] validation_0-mae:4283.59619 validation_1-mae:6027.79248 [1223] validation_0-mae:4282.39551 validation_1-mae:6026.72119 [1224] validation_0-mae:4281.88037 validation_1-mae:6026.73291 [1225] validation_0-mae:4281.20117 validation_1-mae:6026.69629 [1226] validation_0-mae:4280.48584 validation_1-mae:6026.99023 [1227] validation_0-mae:4280.32861 validation_1-mae:6027.12939 [1228] validation_0-mae:4279.90576 validation_1-mae:6026.99853 [1229] validation_0-mae:4279.48486 validation_1-mae:6027.01221 [1230] validation_0-mae:4279.28076 validation_1-mae:6027.05371 [1231] validation_0-mae:4278.95703 validation_1-mae:6026.90186 [1232] validation_0-mae:4277.29150 validation_1-mae:6026.98730 [1233] validation_0-mae:4276.30518 validation_1-mae:6026.94287 [1234] validation_0-mae:4274.49219 validation_1-mae:6026.82812 [1235] validation_0-mae:4273.32227 validation_1-mae:6026.32666 [1236] validation_0-mae:4272.33740 validation_1-mae:6026.48291 [1237] validation_0-mae:4271.69678 validation_1-mae:6026.32666 [1238] validation_0-mae:4269.99902 validation_1-mae:6027.07910 [1239] validation_0-mae:4269.43555 validation_1-mae:6027.18750 [1240] validation_0-mae:4267.96094 validation_1-mae:6027.54199 [1241] validation_0-mae:4267.16357 validation_1-mae:6027.67969 [1242] validation_0-mae:4265.71924 validation_1-mae:6027.63281 [1243] validation_0-mae:4265.34912 validation_1-mae:6027.47022 [1244] validation_0-mae:4264.52148 validation_1-mae:6026.76660 [1245] validation_0-mae:4263.94873 validation_1-mae:6027.14893 [1246] validation_0-mae:4263.10889 validation_1-mae:6026.86035 [1247] validation_0-mae:4261.71484 validation_1-mae:6026.69043 [1248] validation_0-mae:4259.73047 validation_1-mae:6027.62793 [1249] validation_0-mae:4259.49853 validation_1-mae:6027.46094 [1250] validation_0-mae:4257.89746 validation_1-mae:6026.43701 [1251] validation_0-mae:4256.86816 validation_1-mae:6026.12500 [1252] validation_0-mae:4255.49365 validation_1-mae:6026.23682 [1253] validation_0-mae:4254.75439 validation_1-mae:6026.52686 [1254] validation_0-mae:4253.97803 validation_1-mae:6026.75781 [1255] validation_0-mae:4252.22412 validation_1-mae:6026.02148 [1256] validation_0-mae:4251.04297 validation_1-mae:6026.15478 [1257] validation_0-mae:4250.62451 validation_1-mae:6025.91016 [1258] validation_0-mae:4249.42871 validation_1-mae:6026.32764 [1259] validation_0-mae:4248.39600 validation_1-mae:6025.61084 [1260] validation_0-mae:4247.70459 validation_1-mae:6025.87256 [1261] validation_0-mae:4246.87061 validation_1-mae:6025.56592 [1262] validation_0-mae:4245.97266 validation_1-mae:6025.06201 [1263] validation_0-mae:4244.92090 validation_1-mae:6025.03027 [1264] validation_0-mae:4244.35596 validation_1-mae:6024.71094 [1265] validation_0-mae:4242.91602 validation_1-mae:6025.42822 [1266] validation_0-mae:4242.04541 validation_1-mae:6025.34766 [1267] validation_0-mae:4241.06787 validation_1-mae:6025.58936 [1268] validation_0-mae:4240.46191 validation_1-mae:6025.74707 [1269] validation_0-mae:4239.51709 validation_1-mae:6026.03076 [1270] validation_0-mae:4238.47266 validation_1-mae:6025.78711 [1271] validation_0-mae:4238.11279 validation_1-mae:6025.49658 [1272] validation_0-mae:4237.61621 validation_1-mae:6025.67627 [1273] validation_0-mae:4237.00098 validation_1-mae:6025.19043 [1274] validation_0-mae:4236.38232 validation_1-mae:6025.32227 [1275] validation_0-mae:4235.59375 validation_1-mae:6025.69092 [1276] validation_0-mae:4234.03662 validation_1-mae:6026.16602 [1277] validation_0-mae:4232.78418 validation_1-mae:6026.48193 [1278] validation_0-mae:4232.22607 validation_1-mae:6026.73193 [1279] validation_0-mae:4231.67432 validation_1-mae:6026.43848 [1280] validation_0-mae:4230.92871 validation_1-mae:6026.30469 [1281] validation_0-mae:4229.92041 validation_1-mae:6026.45361 [1282] validation_0-mae:4228.76758 validation_1-mae:6026.48730 [1283] validation_0-mae:4228.25098 validation_1-mae:6026.58838 [1284] validation_0-mae:4227.66699 validation_1-mae:6026.79053 [1285] validation_0-mae:4226.71973 validation_1-mae:6026.31641 [1286] validation_0-mae:4224.94580 validation_1-mae:6026.01221 [1287] validation_0-mae:4224.51709 validation_1-mae:6026.36523 [1288] validation_0-mae:4223.73633 validation_1-mae:6026.44287 [1289] validation_0-mae:4223.19824 validation_1-mae:6026.35449 [1290] validation_0-mae:4222.43359 validation_1-mae:6026.44434 [1291] validation_0-mae:4221.79932 validation_1-mae:6026.46533 [1292] validation_0-mae:4220.93506 validation_1-mae:6025.86279 [1293] validation_0-mae:4219.54346 validation_1-mae:6025.47022 [1294] validation_0-mae:4218.63623 validation_1-mae:6025.22607 [1295] validation_0-mae:4217.67529 validation_1-mae:6025.03467 [1296] validation_0-mae:4216.77539 validation_1-mae:6025.13867 [1297] validation_0-mae:4216.25439 validation_1-mae:6025.25098 [1298] validation_0-mae:4215.25293 validation_1-mae:6025.18408 [1299] validation_0-mae:4214.42529 validation_1-mae:6025.06397 [1300] validation_0-mae:4213.85352 validation_1-mae:6024.84082 [1301] validation_0-mae:4213.33008 validation_1-mae:6024.92236 [1302] validation_0-mae:4212.49365 validation_1-mae:6024.59570 [1303] validation_0-mae:4211.29883 validation_1-mae:6025.22070 [1304] validation_0-mae:4210.66895 validation_1-mae:6024.78467 [1305] validation_0-mae:4210.04883 validation_1-mae:6025.15576 [1306] validation_0-mae:4209.57227 validation_1-mae:6025.15039 [1307] validation_0-mae:4209.36719 validation_1-mae:6025.17725 [1308] validation_0-mae:4208.70410 validation_1-mae:6025.15088 [1309] validation_0-mae:4208.65527 validation_1-mae:6025.16650 [1310] validation_0-mae:4208.03125 validation_1-mae:6025.19824 [1311] validation_0-mae:4206.99316 validation_1-mae:6025.64014 [1312] validation_0-mae:4206.40234 validation_1-mae:6025.38086 [1313] validation_0-mae:4205.83496 validation_1-mae:6025.41455 [1314] validation_0-mae:4205.20459 validation_1-mae:6025.02832 [1315] validation_0-mae:4203.57666 validation_1-mae:6025.09961 [1316] validation_0-mae:4202.55420 validation_1-mae:6025.47217 [1317] validation_0-mae:4201.85791 validation_1-mae:6025.57568 [1318] validation_0-mae:4200.08740 validation_1-mae:6025.34131 [1319] validation_0-mae:4198.84668 validation_1-mae:6025.32031 [1320] validation_0-mae:4198.78857 validation_1-mae:6025.33154 [1321] validation_0-mae:4198.28223 validation_1-mae:6025.29932 [1322] validation_0-mae:4197.80615 validation_1-mae:6025.19727 [1323] validation_0-mae:4197.51904 validation_1-mae:6025.23926 [1324] validation_0-mae:4197.12842 validation_1-mae:6025.65186 [1325] validation_0-mae:4196.33594 validation_1-mae:6025.95801 [1326] validation_0-mae:4195.44922 validation_1-mae:6026.38086 [1327] validation_0-mae:4194.82715 validation_1-mae:6026.19336 [1328] validation_0-mae:4193.57129 validation_1-mae:6026.04688 [1329] validation_0-mae:4192.77832 validation_1-mae:6026.33594 [1330] validation_0-mae:4191.93457 validation_1-mae:6026.00781 [1331] validation_0-mae:4190.61865 validation_1-mae:6025.39893 [1332] validation_0-mae:4189.58203 validation_1-mae:6025.58252 [1333] validation_0-mae:4188.10352 validation_1-mae:6025.74170 [1334] validation_0-mae:4187.34326 validation_1-mae:6026.21777 [1335] validation_0-mae:4186.68262 validation_1-mae:6026.36523 [1336] validation_0-mae:4185.86328 validation_1-mae:6026.19238 [1337] validation_0-mae:4184.98877 validation_1-mae:6026.11621 [1338] validation_0-mae:4184.02002 validation_1-mae:6026.06250 [1339] validation_0-mae:4183.15186 validation_1-mae:6026.10449 [1340] validation_0-mae:4181.90234 validation_1-mae:6026.01221 [1341] validation_0-mae:4181.09668 validation_1-mae:6025.52100 [1342] validation_0-mae:4180.62598 validation_1-mae:6025.77441 [1343] validation_0-mae:4179.85010 validation_1-mae:6026.05127 [1344] validation_0-mae:4179.03223 validation_1-mae:6025.84619 [1345] validation_0-mae:4177.72998 validation_1-mae:6025.42139 [1346] validation_0-mae:4176.57031 validation_1-mae:6025.39551 [1347] validation_0-mae:4175.96631 validation_1-mae:6025.69482 [1348] validation_0-mae:4175.01367 validation_1-mae:6025.87939 [1349] validation_0-mae:4174.58936 validation_1-mae:6025.97559 [1350] validation_0-mae:4173.05322 validation_1-mae:6025.68799 [1351] validation_0-mae:4172.39648 validation_1-mae:6025.69141 [1352] validation_0-mae:4171.40430 validation_1-mae:6025.85547 [1353] validation_0-mae:4169.87793 validation_1-mae:6025.77295 [1354] validation_0-mae:4168.90186 validation_1-mae:6026.18652 [1355] validation_0-mae:4167.65820 validation_1-mae:6026.51562 [1356] validation_0-mae:4166.00830 validation_1-mae:6026.75147 [1357] validation_0-mae:4164.70068 validation_1-mae:6026.40820 [1358] validation_0-mae:4163.76416 validation_1-mae:6026.99707 [1359] validation_0-mae:4163.14062 validation_1-mae:6027.21484 [1360] validation_0-mae:4162.22314 validation_1-mae:6026.82373 [1361] validation_0-mae:4161.20557 validation_1-mae:6027.22022 [1362] validation_0-mae:4160.24072 validation_1-mae:6027.16162 [1363] validation_0-mae:4159.68262 validation_1-mae:6027.22412 [1364] validation_0-mae:4158.99561 validation_1-mae:6027.16504 [1365] validation_0-mae:4158.59375 validation_1-mae:6027.29443 [1366] validation_0-mae:4158.29297 validation_1-mae:6027.67725 [1367] validation_0-mae:4157.90430 validation_1-mae:6027.78662 [1368] validation_0-mae:4156.54736 validation_1-mae:6027.51611 [1369] validation_0-mae:4155.42822 validation_1-mae:6027.40674 [1370] validation_0-mae:4154.36182 validation_1-mae:6027.49561 [1371] validation_0-mae:4153.40625 validation_1-mae:6027.94141 [1372] validation_0-mae:4153.07275 validation_1-mae:6027.94775 [1373] validation_0-mae:4152.13379 validation_1-mae:6027.95605 [1374] validation_0-mae:4151.30908 validation_1-mae:6027.86670 [1375] validation_0-mae:4150.51611 validation_1-mae:6027.86963 [1376] validation_0-mae:4149.64746 validation_1-mae:6027.85596 [1377] validation_0-mae:4148.71191 validation_1-mae:6028.01855 [1378] validation_0-mae:4147.69434 validation_1-mae:6027.75879 [1379] validation_0-mae:4147.36670 validation_1-mae:6027.88721 [1380] validation_0-mae:4146.05859 validation_1-mae:6027.88721 [1381] validation_0-mae:4144.51758 validation_1-mae:6028.05176 [1382] validation_0-mae:4143.64258 validation_1-mae:6028.56592 [1383] validation_0-mae:4141.49756 validation_1-mae:6029.00781 [1384] validation_0-mae:4140.63477 validation_1-mae:6028.89795 [1385] validation_0-mae:4139.49365 validation_1-mae:6029.18164 [1386] validation_0-mae:4138.49609 validation_1-mae:6029.24023 [1387] validation_0-mae:4137.36182 validation_1-mae:6029.42578 [1388] validation_0-mae:4136.64062 validation_1-mae:6029.49072 [1389] validation_0-mae:4135.50195 validation_1-mae:6029.09473 [1390] validation_0-mae:4135.04492 validation_1-mae:6029.26562 [1391] validation_0-mae:4134.49072 validation_1-mae:6029.10352 [1392] validation_0-mae:4132.98535 validation_1-mae:6028.90918 [1393] validation_0-mae:4132.46289 validation_1-mae:6028.89746 [1394] validation_0-mae:4131.92188 validation_1-mae:6028.80859 [1395] validation_0-mae:4131.24951 validation_1-mae:6028.63965 [1396] validation_0-mae:4130.51611 validation_1-mae:6028.52002 [1397] validation_0-mae:4130.34717 validation_1-mae:6028.63574 [1398] validation_0-mae:4129.86426 validation_1-mae:6028.67041 [1399] validation_0-mae:4128.48096 validation_1-mae:6029.11670 [1400] validation_0-mae:4128.03076 validation_1-mae:6028.83838 [1401] validation_0-mae:4126.41260 validation_1-mae:6028.51416 [1402] validation_0-mae:4125.51172 validation_1-mae:6028.52881 [1403] validation_0-mae:4124.44482 validation_1-mae:6029.07129 [1404] validation_0-mae:4123.40723 validation_1-mae:6029.13379 [1405] validation_0-mae:4122.35254 validation_1-mae:6028.95410 [1406] validation_0-mae:4121.68457 validation_1-mae:6029.22022 [1407] validation_0-mae:4120.30371 validation_1-mae:6029.29102 [1408] validation_0-mae:4119.66650 validation_1-mae:6029.49707 [1409] validation_0-mae:4119.62207 validation_1-mae:6029.50586 [1410] validation_0-mae:4119.37598 validation_1-mae:6029.48291 [1411] validation_0-mae:4118.92725 validation_1-mae:6029.53955 [1412] validation_0-mae:4117.54785 validation_1-mae:6029.36475 [1413] validation_0-mae:4116.27051 validation_1-mae:6029.43115 [1414] validation_0-mae:4115.78418 validation_1-mae:6029.18213 [1415] validation_0-mae:4115.64648 validation_1-mae:6029.16357 [1416] validation_0-mae:4115.30762 validation_1-mae:6029.37451 [1417] validation_0-mae:4115.24561 validation_1-mae:6029.41406 [1418] validation_0-mae:4114.28955 validation_1-mae:6028.80420 [1419] validation_0-mae:4114.21973 validation_1-mae:6028.81934 [1420] validation_0-mae:4114.15478 validation_1-mae:6028.83105 [1421] validation_0-mae:4113.35205 validation_1-mae:6028.89307 [1422] validation_0-mae:4112.50439 validation_1-mae:6028.79492 [1423] validation_0-mae:4111.37500 validation_1-mae:6028.69043 [1424] validation_0-mae:4110.43799 validation_1-mae:6028.56103 [1425] validation_0-mae:4109.80371 validation_1-mae:6028.62695 [1426] validation_0-mae:4108.64697 validation_1-mae:6028.80908 [1427] validation_0-mae:4107.94092 validation_1-mae:6028.83740 [1428] validation_0-mae:4107.46338 validation_1-mae:6028.92139 [1429] validation_0-mae:4107.24170 validation_1-mae:6028.96973 [1430] validation_0-mae:4107.18359 validation_1-mae:6029.01318 [1431] validation_0-mae:4107.16504 validation_1-mae:6029.04443 [1432] validation_0-mae:4106.85742 validation_1-mae:6028.98145 [1433] validation_0-mae:4106.00000 validation_1-mae:6029.13330 [1434] validation_0-mae:4104.30908 validation_1-mae:6028.86621 [1435] validation_0-mae:4102.83105 validation_1-mae:6029.50439 [1436] validation_0-mae:4101.59522 validation_1-mae:6029.67432 [1437] validation_0-mae:4100.05957 validation_1-mae:6029.91064 [1438] validation_0-mae:4099.20898 validation_1-mae:6029.78613 [1439] validation_0-mae:4097.68262 validation_1-mae:6028.95752 [1440] validation_0-mae:4097.40430 validation_1-mae:6028.82568 [1441] validation_0-mae:4097.06982 validation_1-mae:6028.78418 [1442] validation_0-mae:4096.21875 validation_1-mae:6029.02588 [1443] validation_0-mae:4095.33813 validation_1-mae:6028.98047 [1444] validation_0-mae:4093.83936 validation_1-mae:6028.71631 [1445] validation_0-mae:4092.08765 validation_1-mae:6028.43945 [1446] validation_0-mae:4090.45679 validation_1-mae:6028.37842 [1447] validation_0-mae:4089.43726 validation_1-mae:6028.08154 [1448] validation_0-mae:4088.22632 validation_1-mae:6028.05225 [1449] validation_0-mae:4087.17603 validation_1-mae:6028.20020 [1450] validation_0-mae:4086.35010 validation_1-mae:6028.25586 [1451] validation_0-mae:4084.90894 validation_1-mae:6027.79590 [1452] validation_0-mae:4083.76611 validation_1-mae:6027.83936 [1453] validation_0-mae:4082.82764 validation_1-mae:6027.91504 [1454] validation_0-mae:4081.90112 validation_1-mae:6027.66064 [1455] validation_0-mae:4080.40576 validation_1-mae:6027.77686 [1456] validation_0-mae:4079.29199 validation_1-mae:6027.56152 [1457] validation_0-mae:4078.73242 validation_1-mae:6027.43897 [1458] validation_0-mae:4077.57422 validation_1-mae:6027.69189 [1459] validation_0-mae:4076.25952 validation_1-mae:6027.27246 [1460] validation_0-mae:4075.44238 validation_1-mae:6027.01221 [1461] validation_0-mae:4074.17139 validation_1-mae:6027.28369 [1462] validation_0-mae:4073.44263 validation_1-mae:6027.39209 [1463] validation_0-mae:4072.65674 validation_1-mae:6027.66406 [1464] validation_0-mae:4072.12964 validation_1-mae:6027.74512 [1465] validation_0-mae:4070.51269 validation_1-mae:6027.72070 [1466] validation_0-mae:4068.46655 validation_1-mae:6028.03223 [1467] validation_0-mae:4067.21875 validation_1-mae:6027.90186 [1468] validation_0-mae:4066.60376 validation_1-mae:6028.03076 [1469] validation_0-mae:4065.34351 validation_1-mae:6027.89697 [1470] validation_0-mae:4064.50684 validation_1-mae:6027.60059 [1471] validation_0-mae:4063.37622 validation_1-mae:6027.65820 [1472] validation_0-mae:4062.63159 validation_1-mae:6027.58301 [1473] validation_0-mae:4061.80762 validation_1-mae:6027.62256 [1474] validation_0-mae:4060.08520 validation_1-mae:6026.48096 [1475] validation_0-mae:4059.06616 validation_1-mae:6026.37109 [1476] validation_0-mae:4058.25464 validation_1-mae:6026.88281 [1477] validation_0-mae:4057.55908 validation_1-mae:6027.14893 [1478] validation_0-mae:4056.84888 validation_1-mae:6027.28711 [1479] validation_0-mae:4056.63623 validation_1-mae:6027.41211 [1480] validation_0-mae:4056.02295 validation_1-mae:6027.28662 [1481] validation_0-mae:4055.77246 validation_1-mae:6027.28174 [1482] validation_0-mae:4054.82275 validation_1-mae:6027.21240 [1483] validation_0-mae:4054.34595 validation_1-mae:6027.07520 [1484] validation_0-mae:4053.80395 validation_1-mae:6027.30273 [1485] validation_0-mae:4053.28638 validation_1-mae:6027.09180 [1486] validation_0-mae:4052.60522 validation_1-mae:6027.39014 [1487] validation_0-mae:4052.10596 validation_1-mae:6027.26221 [1488] validation_0-mae:4051.12305 validation_1-mae:6027.01172 [1489] validation_0-mae:4050.62671 validation_1-mae:6027.09717 [1490] validation_0-mae:4049.86328 validation_1-mae:6027.10254 [1491] validation_0-mae:4048.86938 validation_1-mae:6027.49902 [1492] validation_0-mae:4048.02979 validation_1-mae:6027.51807 [1493] validation_0-mae:4047.31641 validation_1-mae:6027.43994 [1494] validation_0-mae:4046.13379 validation_1-mae:6027.21484 [1495] validation_0-mae:4045.35767 validation_1-mae:6027.43311 [1496] validation_0-mae:4044.43896 validation_1-mae:6027.54980 [1497] validation_0-mae:4043.74268 validation_1-mae:6027.60254 [1498] validation_0-mae:4042.04419 validation_1-mae:6027.61279 [1499] validation_0-mae:4041.01807 validation_1-mae:6027.78906 [1500] validation_0-mae:4039.91699 validation_1-mae:6028.54736 [1501] validation_0-mae:4039.47534 validation_1-mae:6028.42773 [1502] validation_0-mae:4038.82251 validation_1-mae:6028.44092 [1503] validation_0-mae:4038.48950 validation_1-mae:6028.66113 [1504] validation_0-mae:4037.82959 validation_1-mae:6028.43262 [1505] validation_0-mae:4036.87573 validation_1-mae:6028.44141 [1506] validation_0-mae:4035.19458 validation_1-mae:6028.41553 [1507] validation_0-mae:4034.10889 validation_1-mae:6028.11133 [1508] validation_0-mae:4032.73462 validation_1-mae:6028.17529 [1509] validation_0-mae:4031.59448 validation_1-mae:6028.54736 [1510] validation_0-mae:4030.62036 validation_1-mae:6028.32471 [1511] validation_0-mae:4028.92114 validation_1-mae:6027.22900 [1512] validation_0-mae:4028.22998 validation_1-mae:6027.54736 [1513] validation_0-mae:4027.49097 validation_1-mae:6027.52539 [1514] validation_0-mae:4026.14307 validation_1-mae:6027.91357 [1515] validation_0-mae:4025.54419 validation_1-mae:6027.96533 [1516] validation_0-mae:4024.83301 validation_1-mae:6028.07275 [1517] validation_0-mae:4024.29663 validation_1-mae:6028.10205 [1518] validation_0-mae:4022.84741 validation_1-mae:6028.34522 [1519] validation_0-mae:4021.91040 validation_1-mae:6028.30322 [1520] validation_0-mae:4020.84033 validation_1-mae:6028.67285 [1521] validation_0-mae:4020.03467 validation_1-mae:6028.65137 [1522] validation_0-mae:4019.78735 validation_1-mae:6028.68652 [1523] validation_0-mae:4018.80615 validation_1-mae:6028.54004 [1524] validation_0-mae:4017.21826 validation_1-mae:6028.68799 [1525] validation_0-mae:4016.31714 validation_1-mae:6028.68457 [1526] validation_0-mae:4015.53345 validation_1-mae:6028.74707 [1527] validation_0-mae:4014.84253 validation_1-mae:6028.75147 [1528] validation_0-mae:4014.21484 validation_1-mae:6029.07861 [1529] validation_0-mae:4013.18506 validation_1-mae:6028.86719 [1530] validation_0-mae:4012.37866 validation_1-mae:6028.81299 [1531] validation_0-mae:4011.99927 validation_1-mae:6028.82227 [1532] validation_0-mae:4011.52466 validation_1-mae:6028.65723 [1533] validation_0-mae:4010.36792 validation_1-mae:6028.86719 [1534] validation_0-mae:4009.64062 validation_1-mae:6028.92480 [1535] validation_0-mae:4008.93457 validation_1-mae:6028.33496 [1536] validation_0-mae:4007.51074 validation_1-mae:6029.47754 [1537] validation_0-mae:4006.71143 validation_1-mae:6029.90430 [1538] validation_0-mae:4005.13525 validation_1-mae:6030.20850 [1539] validation_0-mae:4004.66040 validation_1-mae:6030.29590 [1540] validation_0-mae:4003.94238 validation_1-mae:6030.14307 [1541] validation_0-mae:4002.65820 validation_1-mae:6030.65186 [1542] validation_0-mae:4001.20337 validation_1-mae:6030.43506 [1543] validation_0-mae:3999.71826 validation_1-mae:6030.48730 [1544] validation_0-mae:3999.10938 validation_1-mae:6030.55957 [1545] validation_0-mae:3997.67505 validation_1-mae:6030.62207 [1546] validation_0-mae:3996.81250 validation_1-mae:6030.77051 [1547] validation_0-mae:3996.12231 validation_1-mae:6030.59375 [1548] validation_0-mae:3995.43262 validation_1-mae:6030.27393 [1549] validation_0-mae:3994.86157 validation_1-mae:6030.32275 [1550] validation_0-mae:3993.46753 validation_1-mae:6030.23535 [1551] validation_0-mae:3992.14282 validation_1-mae:6029.97510 [1552] validation_0-mae:3991.70557 validation_1-mae:6030.03760 [1553] validation_0-mae:3991.11670 validation_1-mae:6029.98486 [1554] validation_0-mae:3990.61353 validation_1-mae:6030.39355 [1555] validation_0-mae:3990.38647 validation_1-mae:6030.54248 [1556] validation_0-mae:3990.10791 validation_1-mae:6030.46191 [1557] validation_0-mae:3989.94897 validation_1-mae:6030.54834 [1558] validation_0-mae:3988.73218 validation_1-mae:6030.31445 [1559] validation_0-mae:3987.29028 validation_1-mae:6030.67578 [1560] validation_0-mae:3986.64844 validation_1-mae:6030.38916 [1561] validation_0-mae:3985.65845 validation_1-mae:6030.63232 [1562] validation_0-mae:3984.08325 validation_1-mae:6030.28418 [1563] validation_0-mae:3983.48511 validation_1-mae:6030.45361 [1564] validation_0-mae:3982.43408 validation_1-mae:6030.95215 [1565] validation_0-mae:3981.02905 validation_1-mae:6031.08789 [1566] validation_0-mae:3979.70972 validation_1-mae:6031.78760 [1567] validation_0-mae:3979.08862 validation_1-mae:6031.79541 [1568] validation_0-mae:3977.90039 validation_1-mae:6031.56982 [1569] validation_0-mae:3976.51074 validation_1-mae:6031.57422 [1570] validation_0-mae:3975.86963 validation_1-mae:6031.43262 [1571] validation_0-mae:3975.09668 validation_1-mae:6031.03369 [1572] validation_0-mae:3974.54956 validation_1-mae:6031.22998 [1573] validation_0-mae:3973.93408 validation_1-mae:6031.27490 [1574] validation_0-mae:3972.62231 validation_1-mae:6031.62891 [1575] validation_0-mae:3971.78076 validation_1-mae:6031.14404 [1576] validation_0-mae:3971.17603 validation_1-mae:6030.85352 [1577] validation_0-mae:3970.82837 validation_1-mae:6030.93359 [1578] validation_0-mae:3969.85522 validation_1-mae:6030.86816 [1579] validation_0-mae:3969.35278 validation_1-mae:6030.86426 [1580] validation_0-mae:3968.46753 validation_1-mae:6030.70410 [1581] validation_0-mae:3967.76025 validation_1-mae:6030.52100 [1582] validation_0-mae:3966.93921 validation_1-mae:6030.07715 [1583] validation_0-mae:3966.88647 validation_1-mae:6030.11377 [1584] validation_0-mae:3966.44385 validation_1-mae:6030.38379 [1585] validation_0-mae:3965.43408 validation_1-mae:6030.58203 [1586] validation_0-mae:3964.19727 validation_1-mae:6030.82178 [1587] validation_0-mae:3963.04932 validation_1-mae:6030.71582 [1588] validation_0-mae:3962.31738 validation_1-mae:6030.99072 [1589] validation_0-mae:3961.48315 validation_1-mae:6030.74707 [1590] validation_0-mae:3960.57422 validation_1-mae:6030.61328 [1591] validation_0-mae:3959.82593 validation_1-mae:6030.49170 [1592] validation_0-mae:3959.54858 validation_1-mae:6030.26904 [1593] validation_0-mae:3958.99048 validation_1-mae:6030.51416 [1594] validation_0-mae:3957.72070 validation_1-mae:6030.80859 [1595] validation_0-mae:3956.76856 validation_1-mae:6030.14355 [1596] validation_0-mae:3956.27905 validation_1-mae:6029.82959 [1597] validation_0-mae:3955.72485 validation_1-mae:6030.01123 [1598] validation_0-mae:3955.10303 validation_1-mae:6030.38574 [1599] validation_0-mae:3954.47070 validation_1-mae:6030.54346 [1600] validation_0-mae:3953.87427 validation_1-mae:6030.41309 [1601] validation_0-mae:3952.20508 validation_1-mae:6030.45605 [1602] validation_0-mae:3950.56592 validation_1-mae:6030.51611 [1603] validation_0-mae:3949.54956 validation_1-mae:6030.39014 [1604] validation_0-mae:3948.07593 validation_1-mae:6030.44531 [1605] validation_0-mae:3947.34937 validation_1-mae:6030.66699 [1606] validation_0-mae:3946.16235 validation_1-mae:6030.52393 [1607] validation_0-mae:3945.69165 validation_1-mae:6030.43750 [1608] validation_0-mae:3945.04565 validation_1-mae:6030.40772 [1609] validation_0-mae:3944.07227 validation_1-mae:6030.11426 [1610] validation_0-mae:3943.36353 validation_1-mae:6030.07520 [1611] validation_0-mae:3942.52881 validation_1-mae:6030.13330 [1612] validation_0-mae:3941.81445 validation_1-mae:6030.28174 [1613] validation_0-mae:3940.95630 validation_1-mae:6030.12647 [1614] validation_0-mae:3940.00122 validation_1-mae:6029.80762 [1615] validation_0-mae:3939.59790 validation_1-mae:6029.92871 [1616] validation_0-mae:3938.49365 validation_1-mae:6030.59619 [1617] validation_0-mae:3937.67261 validation_1-mae:6030.53076 [1618] validation_0-mae:3937.10962 validation_1-mae:6030.58252 [1619] validation_0-mae:3936.24463 validation_1-mae:6030.43506 [1620] validation_0-mae:3935.22144 validation_1-mae:6030.72949 [1621] validation_0-mae:3934.43726 validation_1-mae:6030.90772 [1622] validation_0-mae:3933.30029 validation_1-mae:6030.62305 [1623] validation_0-mae:3932.56396 validation_1-mae:6030.45068 [1624] validation_0-mae:3931.34644 validation_1-mae:6030.21973 [1625] validation_0-mae:3930.30469 validation_1-mae:6030.44629 [1626] validation_0-mae:3928.93311 validation_1-mae:6030.69092 [1627] validation_0-mae:3928.13330 validation_1-mae:6030.53320 [1628] validation_0-mae:3927.27246 validation_1-mae:6030.24316 [1629] validation_0-mae:3926.15674 validation_1-mae:6030.32617 [1630] validation_0-mae:3925.77832 validation_1-mae:6030.59668 [1631] validation_0-mae:3925.45459 validation_1-mae:6030.52637 [1632] validation_0-mae:3924.58203 validation_1-mae:6030.29590 [1633] validation_0-mae:3924.34985 validation_1-mae:6030.14355 [1634] validation_0-mae:3923.64722 validation_1-mae:6029.99219 [1635] validation_0-mae:3922.52344 validation_1-mae:6030.37109 [1636] validation_0-mae:3921.13135 validation_1-mae:6029.88281 [1637] validation_0-mae:3919.97388 validation_1-mae:6030.25439 [1638] validation_0-mae:3919.50220 validation_1-mae:6030.23535 [1639] validation_0-mae:3918.97876 validation_1-mae:6030.37109 [1640] validation_0-mae:3917.98950 validation_1-mae:6030.54932 [1641] validation_0-mae:3917.60059 validation_1-mae:6030.32471 [1642] validation_0-mae:3917.55029 validation_1-mae:6030.33301 [1643] validation_0-mae:3917.19287 validation_1-mae:6030.45166 [1644] validation_0-mae:3916.70190 validation_1-mae:6030.47607 [1645] validation_0-mae:3916.52222 validation_1-mae:6030.62012 [1646] validation_0-mae:3915.80981 validation_1-mae:6030.78076 [1647] validation_0-mae:3914.55127 validation_1-mae:6030.60742 [1648] validation_0-mae:3913.96045 validation_1-mae:6030.87793 [1649] validation_0-mae:3913.46216 validation_1-mae:6030.95361 [1650] validation_0-mae:3912.56396 validation_1-mae:6030.92773 [1651] validation_0-mae:3911.74414 validation_1-mae:6031.16553 [1652] validation_0-mae:3910.88818 validation_1-mae:6031.22217 [1653] validation_0-mae:3910.00488 validation_1-mae:6031.12549 [1654] validation_0-mae:3908.84131 validation_1-mae:6030.86035 [1655] validation_0-mae:3908.28198 validation_1-mae:6030.95947 [1656] validation_0-mae:3907.03735 validation_1-mae:6030.81689 [1657] validation_0-mae:3906.25269 validation_1-mae:6031.28223 [1658] validation_0-mae:3905.40723 validation_1-mae:6031.04590 [1659] validation_0-mae:3904.29248 validation_1-mae:6030.78516 [1660] validation_0-mae:3903.47217 validation_1-mae:6031.51074 [1661] validation_0-mae:3902.70752 validation_1-mae:6031.52686 [1662] validation_0-mae:3901.99390 validation_1-mae:6031.76465 [1663] validation_0-mae:3901.12720 validation_1-mae:6031.74268 [1664] validation_0-mae:3900.39868 validation_1-mae:6031.46875 [1665] validation_0-mae:3899.92017 validation_1-mae:6031.49512 [1666] validation_0-mae:3899.25293 validation_1-mae:6031.76709 [1667] validation_0-mae:3898.64136 validation_1-mae:6031.86621 [1668] validation_0-mae:3897.60230 validation_1-mae:6031.99658 [1669] validation_0-mae:3896.74902 validation_1-mae:6031.83545 [1670] validation_0-mae:3895.75806 validation_1-mae:6031.93262 [1671] validation_0-mae:3894.87402 validation_1-mae:6031.91992 [1672] validation_0-mae:3894.13135 validation_1-mae:6031.48779 [1673] validation_0-mae:3893.05518 validation_1-mae:6031.46631 [1674] validation_0-mae:3892.14136 validation_1-mae:6030.66064 [1675] validation_0-mae:3891.33838 validation_1-mae:6030.19775 [1676] validation_0-mae:3890.12500 validation_1-mae:6030.16357 [1677] validation_0-mae:3889.33765 validation_1-mae:6029.98535 [1678] validation_0-mae:3888.91602 validation_1-mae:6029.45996 [1679] validation_0-mae:3887.67944 validation_1-mae:6029.40625 [1680] validation_0-mae:3887.12183 validation_1-mae:6029.38330 [1681] validation_0-mae:3886.67554 validation_1-mae:6029.65039 [1682] validation_0-mae:3885.60644 validation_1-mae:6029.31641 [1683] validation_0-mae:3884.08984 validation_1-mae:6029.31445 [1684] validation_0-mae:3883.07251 validation_1-mae:6029.21924 [1685] validation_0-mae:3882.52319 validation_1-mae:6029.12549 [1686] validation_0-mae:3882.18066 validation_1-mae:6029.06397 [1687] validation_0-mae:3881.56470 validation_1-mae:6029.03906 [1688] validation_0-mae:3881.33691 validation_1-mae:6028.98389 [1689] validation_0-mae:3880.08106 validation_1-mae:6028.34522 [1690] validation_0-mae:3879.41333 validation_1-mae:6028.33447 [1691] validation_0-mae:3878.97388 validation_1-mae:6028.68848 [1692] validation_0-mae:3878.16724 validation_1-mae:6028.58203 [1693] validation_0-mae:3877.41528 validation_1-mae:6028.50244 [1694] validation_0-mae:3877.39087 validation_1-mae:6028.53223 [1695] validation_0-mae:3877.02979 validation_1-mae:6028.63135 [1696] validation_0-mae:3876.19165 validation_1-mae:6029.05811 [1697] validation_0-mae:3875.05225 validation_1-mae:6028.95557 [1698] validation_0-mae:3874.12134 validation_1-mae:6028.52930 [1699] validation_0-mae:3873.45386 validation_1-mae:6028.62012 Dropping: van [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.80371 validation_1-mae:9622.95019 [14] validation_0-mae:9418.70606 validation_1-mae:9232.35547 [15] validation_0-mae:9084.22363 validation_1-mae:8904.93359 [16] validation_0-mae:8802.57812 validation_1-mae:8633.53809 [17] validation_0-mae:8567.55664 validation_1-mae:8407.92578 [18] validation_0-mae:8374.67871 validation_1-mae:8219.72754 [19] validation_0-mae:8212.53320 validation_1-mae:8065.88867 [20] validation_0-mae:8070.87695 validation_1-mae:7941.26172 [21] validation_0-mae:7947.77881 validation_1-mae:7833.56103 [22] validation_0-mae:7849.15967 validation_1-mae:7743.81397 [23] validation_0-mae:7765.23633 validation_1-mae:7672.24072 [24] validation_0-mae:7682.02734 validation_1-mae:7596.37891 [25] validation_0-mae:7610.41406 validation_1-mae:7535.21826 [26] validation_0-mae:7554.60059 validation_1-mae:7488.51855 [27] validation_0-mae:7495.69531 validation_1-mae:7436.89160 [28] validation_0-mae:7441.89746 validation_1-mae:7389.16895 [29] validation_0-mae:7395.40137 validation_1-mae:7346.92480 [30] validation_0-mae:7349.22070 validation_1-mae:7307.50244 [31] validation_0-mae:7319.40039 validation_1-mae:7287.64697 [32] validation_0-mae:7289.52637 validation_1-mae:7266.43701 [33] validation_0-mae:7252.76270 validation_1-mae:7237.47266 [34] validation_0-mae:7224.09375 validation_1-mae:7217.83496 [35] validation_0-mae:7201.52637 validation_1-mae:7203.29395 [36] validation_0-mae:7181.54541 validation_1-mae:7195.63428 [37] validation_0-mae:7153.24365 validation_1-mae:7171.54736 [38] validation_0-mae:7134.08691 validation_1-mae:7159.21973 [39] validation_0-mae:7116.35791 validation_1-mae:7149.29297 [40] validation_0-mae:7096.96875 validation_1-mae:7138.16309 [41] validation_0-mae:7078.25635 validation_1-mae:7128.61865 [42] validation_0-mae:7063.02246 validation_1-mae:7114.85449 [43] validation_0-mae:7045.65918 validation_1-mae:7101.76562 [44] validation_0-mae:7029.12598 validation_1-mae:7092.73877 [45] validation_0-mae:7010.81885 validation_1-mae:7081.30566 [46] validation_0-mae:6984.27734 validation_1-mae:7057.12158 [47] validation_0-mae:6967.95117 validation_1-mae:7041.66016 [48] validation_0-mae:6953.28027 validation_1-mae:7033.00195 [49] validation_0-mae:6942.53174 validation_1-mae:7025.25879 [50] validation_0-mae:6928.06250 validation_1-mae:7014.58008 [51] validation_0-mae:6912.23535 validation_1-mae:7004.74268 [52] validation_0-mae:6892.15625 validation_1-mae:6986.87012 [53] validation_0-mae:6880.89209 validation_1-mae:6978.25732 [54] validation_0-mae:6863.56201 validation_1-mae:6964.89697 [55] validation_0-mae:6845.67773 validation_1-mae:6950.52051 [56] validation_0-mae:6825.89648 validation_1-mae:6933.62598 [57] validation_0-mae:6814.24512 validation_1-mae:6926.23096 [58] validation_0-mae:6803.35254 validation_1-mae:6920.00537 [59] validation_0-mae:6794.45605 validation_1-mae:6912.45605 [60] validation_0-mae:6784.75879 validation_1-mae:6908.44434 [61] validation_0-mae:6773.70508 validation_1-mae:6901.47754 [62] validation_0-mae:6753.91455 validation_1-mae:6882.74121 [63] validation_0-mae:6742.34668 validation_1-mae:6875.18652 [64] validation_0-mae:6728.98242 validation_1-mae:6863.55322 [65] validation_0-mae:6711.62988 validation_1-mae:6851.61914 [66] validation_0-mae:6698.16406 validation_1-mae:6840.70312 [67] validation_0-mae:6687.53613 validation_1-mae:6837.23340 [68] validation_0-mae:6679.43848 validation_1-mae:6831.79834 [69] validation_0-mae:6669.44141 validation_1-mae:6825.06006 [70] validation_0-mae:6656.22852 validation_1-mae:6816.04102 [71] validation_0-mae:6642.73291 validation_1-mae:6806.02344 [72] validation_0-mae:6625.92627 validation_1-mae:6791.86279 [73] validation_0-mae:6615.73047 validation_1-mae:6786.58203 [74] validation_0-mae:6601.73730 validation_1-mae:6778.89941 [75] validation_0-mae:6593.01465 validation_1-mae:6771.74268 [76] validation_0-mae:6584.56201 validation_1-mae:6763.43603 [77] validation_0-mae:6571.66162 validation_1-mae:6752.89795 [78] validation_0-mae:6563.39697 validation_1-mae:6748.22754 [79] validation_0-mae:6552.20410 validation_1-mae:6741.41846 [80] validation_0-mae:6543.33984 validation_1-mae:6736.36963 [81] validation_0-mae:6536.10400 validation_1-mae:6732.50098 [82] validation_0-mae:6532.58105 validation_1-mae:6728.39453 [83] validation_0-mae:6523.07666 validation_1-mae:6723.07129 [84] validation_0-mae:6514.27148 validation_1-mae:6716.88623 [85] validation_0-mae:6502.85596 validation_1-mae:6708.82373 [86] validation_0-mae:6495.38574 validation_1-mae:6705.34961 [87] validation_0-mae:6483.90967 validation_1-mae:6695.02246 [88] validation_0-mae:6476.62012 validation_1-mae:6689.71973 [89] validation_0-mae:6473.35840 validation_1-mae:6687.34814 [90] validation_0-mae:6467.84277 validation_1-mae:6682.94287 [91] validation_0-mae:6459.65967 validation_1-mae:6676.33594 [92] validation_0-mae:6456.51172 validation_1-mae:6674.21484 [93] validation_0-mae:6449.21777 validation_1-mae:6670.84912 [94] validation_0-mae:6442.42969 validation_1-mae:6666.01318 [95] validation_0-mae:6436.34082 validation_1-mae:6661.12207 [96] validation_0-mae:6422.72754 validation_1-mae:6648.97607 [97] validation_0-mae:6418.82520 validation_1-mae:6645.95361 [98] validation_0-mae:6413.16357 validation_1-mae:6642.04736 [99] validation_0-mae:6406.07178 validation_1-mae:6636.36426 [100] validation_0-mae:6402.02148 validation_1-mae:6634.43897 [101] validation_0-mae:6393.22656 validation_1-mae:6628.89941 [102] validation_0-mae:6386.06250 validation_1-mae:6623.95312 [103] validation_0-mae:6375.93897 validation_1-mae:6615.08447 [104] validation_0-mae:6370.12793 validation_1-mae:6610.78760 [105] validation_0-mae:6366.91260 validation_1-mae:6609.99219 [106] validation_0-mae:6361.55664 validation_1-mae:6606.59619 [107] validation_0-mae:6354.48047 validation_1-mae:6601.04736 [108] validation_0-mae:6349.13135 validation_1-mae:6599.00244 [109] validation_0-mae:6342.33838 validation_1-mae:6593.59912 [110] validation_0-mae:6335.49512 validation_1-mae:6589.06348 [111] validation_0-mae:6333.06348 validation_1-mae:6587.04541 [112] validation_0-mae:6325.36230 validation_1-mae:6583.76367 [113] validation_0-mae:6322.11328 validation_1-mae:6581.64746 [114] validation_0-mae:6319.13574 validation_1-mae:6581.42725 [115] validation_0-mae:6309.80176 validation_1-mae:6574.15088 [116] validation_0-mae:6303.76123 validation_1-mae:6570.24121 [117] validation_0-mae:6297.91260 validation_1-mae:6567.45410 [118] validation_0-mae:6291.46533 validation_1-mae:6563.61084 [119] validation_0-mae:6277.61670 validation_1-mae:6555.31348 [120] validation_0-mae:6273.42969 validation_1-mae:6552.31836 [121] validation_0-mae:6271.73047 validation_1-mae:6550.57129 [122] validation_0-mae:6265.99707 validation_1-mae:6546.48096 [123] validation_0-mae:6262.22803 validation_1-mae:6545.07031 [124] validation_0-mae:6256.19482 validation_1-mae:6541.32129 [125] validation_0-mae:6251.42725 validation_1-mae:6540.00293 [126] validation_0-mae:6247.31299 validation_1-mae:6537.56738 [127] validation_0-mae:6241.07275 validation_1-mae:6533.35986 [128] validation_0-mae:6233.48340 validation_1-mae:6526.55176 [129] validation_0-mae:6228.56152 validation_1-mae:6523.96338 [130] validation_0-mae:6222.92627 validation_1-mae:6520.89062 [131] validation_0-mae:6217.30859 validation_1-mae:6516.93408 [132] validation_0-mae:6211.33887 validation_1-mae:6515.54053 [133] validation_0-mae:6206.21436 validation_1-mae:6513.36035 [134] validation_0-mae:6204.52637 validation_1-mae:6512.18408 [135] validation_0-mae:6199.43018 validation_1-mae:6510.17334 [136] validation_0-mae:6193.30176 validation_1-mae:6506.66943 [137] validation_0-mae:6189.76855 validation_1-mae:6504.83447 [138] validation_0-mae:6185.62988 validation_1-mae:6501.18408 [139] validation_0-mae:6181.54004 validation_1-mae:6500.52832 [140] validation_0-mae:6177.89258 validation_1-mae:6498.46240 [141] validation_0-mae:6165.76074 validation_1-mae:6489.00928 [142] validation_0-mae:6161.39795 validation_1-mae:6486.93701 [143] validation_0-mae:6156.54199 validation_1-mae:6484.41650 [144] validation_0-mae:6153.55322 validation_1-mae:6482.15186 [145] validation_0-mae:6149.50439 validation_1-mae:6480.20020 [146] validation_0-mae:6145.57520 validation_1-mae:6478.45410 [147] validation_0-mae:6140.88281 validation_1-mae:6475.46728 [148] validation_0-mae:6138.40576 validation_1-mae:6474.16357 [149] validation_0-mae:6133.01514 validation_1-mae:6472.57959 [150] validation_0-mae:6128.64697 validation_1-mae:6469.57715 [151] validation_0-mae:6124.38867 validation_1-mae:6467.45117 [152] validation_0-mae:6118.83594 validation_1-mae:6464.68066 [153] validation_0-mae:6117.26465 validation_1-mae:6463.60596 [154] validation_0-mae:6115.01904 validation_1-mae:6462.92041 [155] validation_0-mae:6108.10840 validation_1-mae:6458.60352 [156] validation_0-mae:6102.50391 validation_1-mae:6455.54785 [157] validation_0-mae:6097.13428 validation_1-mae:6452.33057 [158] validation_0-mae:6093.74170 validation_1-mae:6451.01758 [159] validation_0-mae:6091.75732 validation_1-mae:6449.89648 [160] validation_0-mae:6086.43311 validation_1-mae:6448.27051 [161] validation_0-mae:6081.86768 validation_1-mae:6448.79297 [162] validation_0-mae:6079.99609 validation_1-mae:6447.97803 [163] validation_0-mae:6077.45996 validation_1-mae:6447.14648 [164] validation_0-mae:6072.77734 validation_1-mae:6447.11816 [165] validation_0-mae:6069.74853 validation_1-mae:6445.39551 [166] validation_0-mae:6066.57031 validation_1-mae:6443.79883 [167] validation_0-mae:6064.02881 validation_1-mae:6442.53223 [168] validation_0-mae:6061.84424 validation_1-mae:6441.85205 [169] validation_0-mae:6057.04639 validation_1-mae:6438.51562 [170] validation_0-mae:6054.15332 validation_1-mae:6437.56543 [171] validation_0-mae:6050.60352 validation_1-mae:6436.05469 [172] validation_0-mae:6046.86035 validation_1-mae:6434.30664 [173] validation_0-mae:6043.80957 validation_1-mae:6432.49561 [174] validation_0-mae:6041.00879 validation_1-mae:6431.60156 [175] validation_0-mae:6038.01416 validation_1-mae:6429.17578 [176] validation_0-mae:6036.08447 validation_1-mae:6429.06250 [177] validation_0-mae:6033.40625 validation_1-mae:6428.34863 [178] validation_0-mae:6029.40234 validation_1-mae:6426.73438 [179] validation_0-mae:6025.74853 validation_1-mae:6425.35010 [180] validation_0-mae:6020.93555 validation_1-mae:6422.84668 [181] validation_0-mae:6017.96387 validation_1-mae:6422.52881 [182] validation_0-mae:6013.34668 validation_1-mae:6418.75439 [183] validation_0-mae:6010.81055 validation_1-mae:6417.92627 [184] validation_0-mae:6008.55469 validation_1-mae:6417.59961 [185] validation_0-mae:6007.03272 validation_1-mae:6416.54834 [186] validation_0-mae:6004.99268 validation_1-mae:6415.76123 [187] validation_0-mae:6003.35645 validation_1-mae:6415.73828 [188] validation_0-mae:5997.68994 validation_1-mae:6413.30273 [189] validation_0-mae:5993.73389 validation_1-mae:6411.72803 [190] validation_0-mae:5990.22363 validation_1-mae:6409.46680 [191] validation_0-mae:5984.99219 validation_1-mae:6405.73730 [192] validation_0-mae:5978.32666 validation_1-mae:6404.05225 [193] validation_0-mae:5975.08936 validation_1-mae:6402.99121 [194] validation_0-mae:5971.85547 validation_1-mae:6399.69092 [195] validation_0-mae:5969.57910 validation_1-mae:6399.25684 [196] validation_0-mae:5965.68701 validation_1-mae:6397.12988 [197] validation_0-mae:5961.86621 validation_1-mae:6394.63184 [198] validation_0-mae:5958.90625 validation_1-mae:6393.66406 [199] validation_0-mae:5957.63525 validation_1-mae:6393.33496 [200] validation_0-mae:5953.93457 validation_1-mae:6391.19531 [201] validation_0-mae:5950.89062 validation_1-mae:6389.42383 [202] validation_0-mae:5948.50147 validation_1-mae:6388.55811 [203] validation_0-mae:5943.53711 validation_1-mae:6385.81641 [204] validation_0-mae:5939.49902 validation_1-mae:6384.28564 [205] validation_0-mae:5936.49756 validation_1-mae:6383.42676 [206] validation_0-mae:5934.20703 validation_1-mae:6382.22852 [207] validation_0-mae:5930.32617 validation_1-mae:6379.89990 [208] validation_0-mae:5926.74365 validation_1-mae:6378.26514 [209] validation_0-mae:5921.91846 validation_1-mae:6377.11914 [210] validation_0-mae:5918.75342 validation_1-mae:6376.69775 [211] validation_0-mae:5915.85889 validation_1-mae:6377.04639 [212] validation_0-mae:5914.31787 validation_1-mae:6376.73633 [213] validation_0-mae:5913.16309 validation_1-mae:6376.81494 [214] validation_0-mae:5910.92627 validation_1-mae:6375.91797 [215] validation_0-mae:5907.43799 validation_1-mae:6375.31982 [216] validation_0-mae:5902.97217 validation_1-mae:6372.65234 [217] validation_0-mae:5899.52637 validation_1-mae:6371.01855 [218] validation_0-mae:5897.67139 validation_1-mae:6370.46875 [219] validation_0-mae:5894.19580 validation_1-mae:6368.85645 [220] validation_0-mae:5891.71045 validation_1-mae:6366.87012 [221] validation_0-mae:5889.06397 validation_1-mae:6363.97461 [222] validation_0-mae:5886.30566 validation_1-mae:6362.47314 [223] validation_0-mae:5882.25147 validation_1-mae:6361.43506 [224] validation_0-mae:5880.16553 validation_1-mae:6361.13232 [225] validation_0-mae:5879.57715 validation_1-mae:6361.18311 [226] validation_0-mae:5877.23975 validation_1-mae:6361.00635 [227] validation_0-mae:5874.83594 validation_1-mae:6359.57324 [228] validation_0-mae:5872.42578 validation_1-mae:6358.84033 [229] validation_0-mae:5870.10400 validation_1-mae:6358.45068 [230] validation_0-mae:5866.76855 validation_1-mae:6356.61084 [231] validation_0-mae:5863.16602 validation_1-mae:6354.69434 [232] validation_0-mae:5860.37647 validation_1-mae:6353.81299 [233] validation_0-mae:5858.90674 validation_1-mae:6353.16260 [234] validation_0-mae:5856.74170 validation_1-mae:6352.96436 [235] validation_0-mae:5854.16797 validation_1-mae:6352.05078 [236] validation_0-mae:5852.08691 validation_1-mae:6351.05420 [237] validation_0-mae:5850.62549 validation_1-mae:6350.70996 [238] validation_0-mae:5848.57324 validation_1-mae:6349.78320 [239] validation_0-mae:5845.43750 validation_1-mae:6346.85156 [240] validation_0-mae:5844.56445 validation_1-mae:6345.98145 [241] validation_0-mae:5840.76855 validation_1-mae:6344.27832 [242] validation_0-mae:5836.68018 validation_1-mae:6342.70166 [243] validation_0-mae:5831.33301 validation_1-mae:6340.16260 [244] validation_0-mae:5822.80322 validation_1-mae:6335.18457 [245] validation_0-mae:5821.10547 validation_1-mae:6334.89453 [246] validation_0-mae:5818.91748 validation_1-mae:6334.59375 [247] validation_0-mae:5817.50879 validation_1-mae:6334.30225 [248] validation_0-mae:5812.11230 validation_1-mae:6333.24365 [249] validation_0-mae:5809.21484 validation_1-mae:6331.82861 [250] validation_0-mae:5806.67334 validation_1-mae:6331.95654 [251] validation_0-mae:5803.68701 validation_1-mae:6330.78857 [252] validation_0-mae:5798.66650 validation_1-mae:6327.88428 [253] validation_0-mae:5795.82080 validation_1-mae:6327.49414 [254] validation_0-mae:5792.69434 validation_1-mae:6325.90430 [255] validation_0-mae:5790.16650 validation_1-mae:6325.12549 [256] validation_0-mae:5787.87891 validation_1-mae:6325.38281 [257] validation_0-mae:5784.50977 validation_1-mae:6325.04297 [258] validation_0-mae:5783.26953 validation_1-mae:6325.48438 [259] validation_0-mae:5780.02246 validation_1-mae:6324.13379 [260] validation_0-mae:5777.96826 validation_1-mae:6324.22119 [261] validation_0-mae:5777.13428 validation_1-mae:6324.08398 [262] validation_0-mae:5771.99902 validation_1-mae:6321.23584 [263] validation_0-mae:5769.20801 validation_1-mae:6320.02637 [264] validation_0-mae:5767.23145 validation_1-mae:6319.79150 [265] validation_0-mae:5765.02441 validation_1-mae:6318.70508 [266] validation_0-mae:5764.04541 validation_1-mae:6318.75000 [267] validation_0-mae:5761.13477 validation_1-mae:6318.43018 [268] validation_0-mae:5759.08545 validation_1-mae:6317.01025 [269] validation_0-mae:5756.10107 validation_1-mae:6316.17773 [270] validation_0-mae:5753.50049 validation_1-mae:6314.97559 [271] validation_0-mae:5752.57959 validation_1-mae:6314.26709 [272] validation_0-mae:5751.53613 validation_1-mae:6314.09277 [273] validation_0-mae:5748.89990 validation_1-mae:6313.44531 [274] validation_0-mae:5747.65137 validation_1-mae:6312.91455 [275] validation_0-mae:5744.23535 validation_1-mae:6312.57178 [276] validation_0-mae:5742.27148 validation_1-mae:6312.77441 [277] validation_0-mae:5740.33594 validation_1-mae:6312.00342 [278] validation_0-mae:5737.50635 validation_1-mae:6310.07764 [279] validation_0-mae:5735.37793 validation_1-mae:6309.38330 [280] validation_0-mae:5732.71094 validation_1-mae:6308.95020 [281] validation_0-mae:5729.64502 validation_1-mae:6307.52539 [282] validation_0-mae:5726.83740 validation_1-mae:6305.65576 [283] validation_0-mae:5726.32422 validation_1-mae:6305.66895 [284] validation_0-mae:5726.07617 validation_1-mae:6305.66211 [285] validation_0-mae:5723.57812 validation_1-mae:6304.69092 [286] validation_0-mae:5720.42529 validation_1-mae:6303.37353 [287] validation_0-mae:5717.86572 validation_1-mae:6301.45557 [288] validation_0-mae:5715.16650 validation_1-mae:6300.53076 [289] validation_0-mae:5712.56787 validation_1-mae:6299.79639 [290] validation_0-mae:5709.58057 validation_1-mae:6298.27051 [291] validation_0-mae:5704.01221 validation_1-mae:6295.46875 [292] validation_0-mae:5701.30127 validation_1-mae:6294.59912 [293] validation_0-mae:5697.74268 validation_1-mae:6294.06201 [294] validation_0-mae:5693.95605 validation_1-mae:6293.26660 [295] validation_0-mae:5691.20605 validation_1-mae:6291.47607 [296] validation_0-mae:5689.44043 validation_1-mae:6290.62695 [297] validation_0-mae:5687.85059 validation_1-mae:6290.07471 [298] validation_0-mae:5685.54150 validation_1-mae:6288.68311 [299] validation_0-mae:5684.67480 validation_1-mae:6288.50098 [300] validation_0-mae:5681.79248 validation_1-mae:6287.52441 [301] validation_0-mae:5680.02393 validation_1-mae:6286.72022 [302] validation_0-mae:5676.40723 validation_1-mae:6285.90088 [303] validation_0-mae:5674.99463 validation_1-mae:6285.99170 [304] validation_0-mae:5672.34277 validation_1-mae:6285.55811 [305] validation_0-mae:5669.93457 validation_1-mae:6283.59473 [306] validation_0-mae:5667.02686 validation_1-mae:6283.60498 [307] validation_0-mae:5663.58740 validation_1-mae:6281.82373 [308] validation_0-mae:5661.33154 validation_1-mae:6281.15478 [309] validation_0-mae:5659.11963 validation_1-mae:6280.37744 [310] validation_0-mae:5656.86084 validation_1-mae:6279.45215 [311] validation_0-mae:5654.66504 validation_1-mae:6278.37451 [312] validation_0-mae:5654.12451 validation_1-mae:6278.04834 [313] validation_0-mae:5652.17432 validation_1-mae:6276.19922 [314] validation_0-mae:5650.32324 validation_1-mae:6275.86426 [315] validation_0-mae:5648.72852 validation_1-mae:6275.88770 [316] validation_0-mae:5648.03369 validation_1-mae:6275.63379 [317] validation_0-mae:5647.54492 validation_1-mae:6275.55469 [318] validation_0-mae:5646.25684 validation_1-mae:6275.88330 [319] validation_0-mae:5645.06982 validation_1-mae:6274.91113 [320] validation_0-mae:5642.72119 validation_1-mae:6274.05566 [321] validation_0-mae:5640.82666 validation_1-mae:6273.92529 [322] validation_0-mae:5634.96533 validation_1-mae:6270.44873 [323] validation_0-mae:5634.18262 validation_1-mae:6270.01904 [324] validation_0-mae:5631.03027 validation_1-mae:6269.26855 [325] validation_0-mae:5628.42822 validation_1-mae:6267.14795 [326] validation_0-mae:5626.10254 validation_1-mae:6266.04590 [327] validation_0-mae:5623.43408 validation_1-mae:6265.49072 [328] validation_0-mae:5621.14648 validation_1-mae:6264.86670 [329] validation_0-mae:5619.43652 validation_1-mae:6264.69873 [330] validation_0-mae:5617.56543 validation_1-mae:6264.22852 [331] validation_0-mae:5616.75098 validation_1-mae:6263.67139 [332] validation_0-mae:5614.35449 validation_1-mae:6262.79785 [333] validation_0-mae:5611.94678 validation_1-mae:6261.41455 [334] validation_0-mae:5608.07324 validation_1-mae:6259.04932 [335] validation_0-mae:5604.76221 validation_1-mae:6257.17139 [336] validation_0-mae:5602.94043 validation_1-mae:6256.35889 [337] validation_0-mae:5600.98730 validation_1-mae:6256.73486 [338] validation_0-mae:5598.39795 validation_1-mae:6255.89111 [339] validation_0-mae:5595.29980 validation_1-mae:6254.31738 [340] validation_0-mae:5593.52686 validation_1-mae:6252.95557 [341] validation_0-mae:5592.44775 validation_1-mae:6251.81299 [342] validation_0-mae:5587.55566 validation_1-mae:6249.78809 [343] validation_0-mae:5585.14941 validation_1-mae:6248.24805 [344] validation_0-mae:5583.47852 validation_1-mae:6247.75049 [345] validation_0-mae:5581.88086 validation_1-mae:6247.81738 [346] validation_0-mae:5577.71143 validation_1-mae:6245.24414 [347] validation_0-mae:5575.86426 validation_1-mae:6243.76172 [348] validation_0-mae:5574.89307 validation_1-mae:6243.10693 [349] validation_0-mae:5573.13428 validation_1-mae:6242.60303 [350] validation_0-mae:5571.34961 validation_1-mae:6243.26025 [351] validation_0-mae:5566.02100 validation_1-mae:6241.88574 [352] validation_0-mae:5564.36182 validation_1-mae:6241.82373 [353] validation_0-mae:5559.27686 validation_1-mae:6237.92139 [354] validation_0-mae:5557.78418 validation_1-mae:6237.83398 [355] validation_0-mae:5555.79688 validation_1-mae:6237.33203 [356] validation_0-mae:5553.71826 validation_1-mae:6236.88086 [357] validation_0-mae:5553.32666 validation_1-mae:6236.83447 [358] validation_0-mae:5548.71777 validation_1-mae:6234.96338 [359] validation_0-mae:5547.43408 validation_1-mae:6234.75488 [360] validation_0-mae:5545.77393 validation_1-mae:6234.49072 [361] validation_0-mae:5543.82715 validation_1-mae:6234.21680 [362] validation_0-mae:5541.96826 validation_1-mae:6234.44141 [363] validation_0-mae:5541.02783 validation_1-mae:6234.74951 [364] validation_0-mae:5540.21387 validation_1-mae:6234.52881 [365] validation_0-mae:5537.69531 validation_1-mae:6233.23047 [366] validation_0-mae:5533.37793 validation_1-mae:6231.49072 [367] validation_0-mae:5530.86133 validation_1-mae:6230.94385 [368] validation_0-mae:5528.14404 validation_1-mae:6230.28467 [369] validation_0-mae:5525.36523 validation_1-mae:6229.95459 [370] validation_0-mae:5523.85547 validation_1-mae:6229.87305 [371] validation_0-mae:5523.44434 validation_1-mae:6229.99609 [372] validation_0-mae:5520.70215 validation_1-mae:6229.26904 [373] validation_0-mae:5518.00342 validation_1-mae:6228.83350 [374] validation_0-mae:5515.32959 validation_1-mae:6227.91113 [375] validation_0-mae:5508.68555 validation_1-mae:6223.69678 [376] validation_0-mae:5506.69824 validation_1-mae:6223.13965 [377] validation_0-mae:5504.52197 validation_1-mae:6222.35596 [378] validation_0-mae:5501.93652 validation_1-mae:6221.86816 [379] validation_0-mae:5498.69238 validation_1-mae:6219.96875 [380] validation_0-mae:5495.63916 validation_1-mae:6217.53369 [381] validation_0-mae:5493.70215 validation_1-mae:6216.40723 [382] validation_0-mae:5491.76465 validation_1-mae:6215.88818 [383] validation_0-mae:5489.50049 validation_1-mae:6215.13135 [384] validation_0-mae:5486.79541 validation_1-mae:6213.47607 [385] validation_0-mae:5482.31738 validation_1-mae:6211.18848 [386] validation_0-mae:5478.78955 validation_1-mae:6209.83154 [387] validation_0-mae:5475.78467 validation_1-mae:6209.00635 [388] validation_0-mae:5475.41602 validation_1-mae:6208.84570 [389] validation_0-mae:5472.61670 validation_1-mae:6208.39844 [390] validation_0-mae:5468.07715 validation_1-mae:6205.60498 [391] validation_0-mae:5465.52637 validation_1-mae:6204.93994 [392] validation_0-mae:5463.85449 validation_1-mae:6204.21240 [393] validation_0-mae:5461.43652 validation_1-mae:6203.95801 [394] validation_0-mae:5460.41797 validation_1-mae:6203.39453 [395] validation_0-mae:5460.18066 validation_1-mae:6203.56592 [396] validation_0-mae:5458.83105 validation_1-mae:6203.36328 [397] validation_0-mae:5455.17871 validation_1-mae:6201.91260 [398] validation_0-mae:5453.17725 validation_1-mae:6201.71191 [399] validation_0-mae:5452.09082 validation_1-mae:6201.49561 [400] validation_0-mae:5450.43603 validation_1-mae:6200.90039 [401] validation_0-mae:5449.97998 validation_1-mae:6200.70410 [402] validation_0-mae:5448.10205 validation_1-mae:6200.08447 [403] validation_0-mae:5447.58057 validation_1-mae:6199.83496 [404] validation_0-mae:5446.67578 validation_1-mae:6199.15918 [405] validation_0-mae:5445.46728 validation_1-mae:6198.26123 [406] validation_0-mae:5443.63916 validation_1-mae:6197.36768 [407] validation_0-mae:5440.58643 validation_1-mae:6196.68555 [408] validation_0-mae:5436.40039 validation_1-mae:6194.55127 [409] validation_0-mae:5433.35107 validation_1-mae:6193.14404 [410] validation_0-mae:5431.63379 validation_1-mae:6192.98340 [411] validation_0-mae:5427.66553 validation_1-mae:6191.31543 [412] validation_0-mae:5427.06299 validation_1-mae:6191.27588 [413] validation_0-mae:5423.98730 validation_1-mae:6189.33594 [414] validation_0-mae:5421.29932 validation_1-mae:6189.67432 [415] validation_0-mae:5419.17334 validation_1-mae:6188.97705 [416] validation_0-mae:5413.25195 validation_1-mae:6185.76123 [417] validation_0-mae:5410.60449 validation_1-mae:6185.58594 [418] validation_0-mae:5409.34082 validation_1-mae:6185.43701 [419] validation_0-mae:5407.94287 validation_1-mae:6185.49609 [420] validation_0-mae:5406.35693 validation_1-mae:6185.45068 [421] validation_0-mae:5403.16943 validation_1-mae:6183.38281 [422] validation_0-mae:5399.63916 validation_1-mae:6182.34570 [423] validation_0-mae:5396.20459 validation_1-mae:6182.21777 [424] validation_0-mae:5393.31201 validation_1-mae:6181.08838 [425] validation_0-mae:5391.71191 validation_1-mae:6180.15088 [426] validation_0-mae:5390.13525 validation_1-mae:6180.33691 [427] validation_0-mae:5388.32471 validation_1-mae:6180.06982 [428] validation_0-mae:5387.03613 validation_1-mae:6180.31299 [429] validation_0-mae:5386.40088 validation_1-mae:6180.06397 [430] validation_0-mae:5385.34522 validation_1-mae:6179.69043 [431] validation_0-mae:5383.75244 validation_1-mae:6178.73877 [432] validation_0-mae:5381.25049 validation_1-mae:6176.90381 [433] validation_0-mae:5378.01123 validation_1-mae:6175.56397 [434] validation_0-mae:5377.62353 validation_1-mae:6175.45996 [435] validation_0-mae:5374.90088 validation_1-mae:6174.69482 [436] validation_0-mae:5373.36816 validation_1-mae:6174.43115 [437] validation_0-mae:5371.17529 validation_1-mae:6174.65918 [438] validation_0-mae:5370.84326 validation_1-mae:6174.68994 [439] validation_0-mae:5368.80322 validation_1-mae:6175.06787 [440] validation_0-mae:5367.53467 validation_1-mae:6174.98779 [441] validation_0-mae:5364.16113 validation_1-mae:6173.14453 [442] validation_0-mae:5362.75293 validation_1-mae:6173.00586 [443] validation_0-mae:5360.16309 validation_1-mae:6171.52100 [444] validation_0-mae:5358.84131 validation_1-mae:6171.05225 [445] validation_0-mae:5356.42627 validation_1-mae:6171.38721 [446] validation_0-mae:5355.53955 validation_1-mae:6171.17676 [447] validation_0-mae:5353.82617 validation_1-mae:6171.23926 [448] validation_0-mae:5353.55664 validation_1-mae:6171.09619 [449] validation_0-mae:5351.23145 validation_1-mae:6170.11426 [450] validation_0-mae:5350.27686 validation_1-mae:6170.17822 [451] validation_0-mae:5348.62500 validation_1-mae:6170.36426 [452] validation_0-mae:5348.16064 validation_1-mae:6170.61865 [453] validation_0-mae:5346.35352 validation_1-mae:6169.19873 [454] validation_0-mae:5345.47754 validation_1-mae:6169.30518 [455] validation_0-mae:5344.22022 validation_1-mae:6169.46631 [456] validation_0-mae:5343.49756 validation_1-mae:6169.30811 [457] validation_0-mae:5342.91846 validation_1-mae:6168.97607 [458] validation_0-mae:5336.52197 validation_1-mae:6165.12402 [459] validation_0-mae:5333.85059 validation_1-mae:6165.00928 [460] validation_0-mae:5331.34522 validation_1-mae:6164.61768 [461] validation_0-mae:5329.41602 validation_1-mae:6164.23877 [462] validation_0-mae:5328.00537 validation_1-mae:6164.57471 [463] validation_0-mae:5324.42676 validation_1-mae:6164.69922 [464] validation_0-mae:5323.70996 validation_1-mae:6164.27148 [465] validation_0-mae:5322.64014 validation_1-mae:6163.84082 [466] validation_0-mae:5320.33447 validation_1-mae:6163.30029 [467] validation_0-mae:5317.09326 validation_1-mae:6162.40625 [468] validation_0-mae:5313.84131 validation_1-mae:6162.75928 [469] validation_0-mae:5311.94287 validation_1-mae:6162.40576 [470] validation_0-mae:5309.70068 validation_1-mae:6161.00928 [471] validation_0-mae:5308.45605 validation_1-mae:6160.91992 [472] validation_0-mae:5307.37500 validation_1-mae:6161.07568 [473] validation_0-mae:5304.79980 validation_1-mae:6160.49414 [474] validation_0-mae:5304.67090 validation_1-mae:6160.58447 [475] validation_0-mae:5304.10596 validation_1-mae:6160.38818 [476] validation_0-mae:5300.83740 validation_1-mae:6159.09033 [477] validation_0-mae:5297.24707 validation_1-mae:6159.69092 [478] validation_0-mae:5295.95312 validation_1-mae:6159.60986 [479] validation_0-mae:5294.62647 validation_1-mae:6159.94727 [480] validation_0-mae:5292.43066 validation_1-mae:6158.70996 [481] validation_0-mae:5291.17773 validation_1-mae:6158.05566 [482] validation_0-mae:5290.63770 validation_1-mae:6157.97070 [483] validation_0-mae:5289.17139 validation_1-mae:6158.11621 [484] validation_0-mae:5286.68603 validation_1-mae:6157.77441 [485] validation_0-mae:5284.08545 validation_1-mae:6155.82471 [486] validation_0-mae:5279.96094 validation_1-mae:6154.69824 [487] validation_0-mae:5276.19629 validation_1-mae:6154.24365 [488] validation_0-mae:5273.57666 validation_1-mae:6154.80762 [489] validation_0-mae:5270.36768 validation_1-mae:6154.88477 [490] validation_0-mae:5266.91113 validation_1-mae:6153.30420 [491] validation_0-mae:5264.50537 validation_1-mae:6151.67578 [492] validation_0-mae:5263.42383 validation_1-mae:6151.90381 [493] validation_0-mae:5260.06445 validation_1-mae:6151.27197 [494] validation_0-mae:5258.73145 validation_1-mae:6150.70898 [495] validation_0-mae:5257.98682 validation_1-mae:6150.49219 [496] validation_0-mae:5257.44775 validation_1-mae:6150.58887 [497] validation_0-mae:5256.12353 validation_1-mae:6150.87549 [498] validation_0-mae:5254.43066 validation_1-mae:6150.05273 [499] validation_0-mae:5252.86230 validation_1-mae:6149.61084 [500] validation_0-mae:5252.23926 validation_1-mae:6149.96289 [501] validation_0-mae:5250.66260 validation_1-mae:6149.07031 [502] validation_0-mae:5249.60742 validation_1-mae:6148.39746 [503] validation_0-mae:5248.05371 validation_1-mae:6148.02832 [504] validation_0-mae:5245.70117 validation_1-mae:6146.21728 [505] validation_0-mae:5242.93506 validation_1-mae:6146.23486 [506] validation_0-mae:5241.70557 validation_1-mae:6146.91504 [507] validation_0-mae:5240.59228 validation_1-mae:6146.75098 [508] validation_0-mae:5239.11279 validation_1-mae:6146.59814 [509] validation_0-mae:5237.64258 validation_1-mae:6146.97510 [510] validation_0-mae:5237.00635 validation_1-mae:6146.43457 [511] validation_0-mae:5235.72266 validation_1-mae:6146.27539 [512] validation_0-mae:5233.11719 validation_1-mae:6145.39893 [513] validation_0-mae:5232.50488 validation_1-mae:6145.18506 [514] validation_0-mae:5229.89746 validation_1-mae:6144.48828 [515] validation_0-mae:5229.73926 validation_1-mae:6144.62402 [516] validation_0-mae:5226.23730 validation_1-mae:6143.68213 [517] validation_0-mae:5223.72510 validation_1-mae:6143.19043 [518] validation_0-mae:5221.36572 validation_1-mae:6142.83203 [519] validation_0-mae:5219.16113 validation_1-mae:6142.22803 [520] validation_0-mae:5217.59131 validation_1-mae:6141.76172 [521] validation_0-mae:5214.93311 validation_1-mae:6140.42529 [522] validation_0-mae:5212.45850 validation_1-mae:6141.22363 [523] validation_0-mae:5212.21045 validation_1-mae:6141.25391 [524] validation_0-mae:5210.32715 validation_1-mae:6140.85791 [525] validation_0-mae:5208.53027 validation_1-mae:6140.84570 [526] validation_0-mae:5207.37158 validation_1-mae:6140.79297 [527] validation_0-mae:5204.88525 validation_1-mae:6140.54980 [528] validation_0-mae:5202.81055 validation_1-mae:6140.15820 [529] validation_0-mae:5201.22266 validation_1-mae:6140.12305 [530] validation_0-mae:5199.62353 validation_1-mae:6139.73682 [531] validation_0-mae:5197.32520 validation_1-mae:6137.90527 [532] validation_0-mae:5196.11084 validation_1-mae:6137.24756 [533] validation_0-mae:5195.06982 validation_1-mae:6137.05225 [534] validation_0-mae:5193.56201 validation_1-mae:6136.70020 [535] validation_0-mae:5192.02344 validation_1-mae:6136.28955 [536] validation_0-mae:5191.91455 validation_1-mae:6136.38379 [537] validation_0-mae:5190.34131 validation_1-mae:6136.36523 [538] validation_0-mae:5188.88281 validation_1-mae:6136.05078 [539] validation_0-mae:5186.16553 validation_1-mae:6134.06641 [540] validation_0-mae:5185.96924 validation_1-mae:6134.20996 [541] validation_0-mae:5184.35254 validation_1-mae:6133.53857 [542] validation_0-mae:5182.11768 validation_1-mae:6132.90478 [543] validation_0-mae:5178.71973 validation_1-mae:6131.54053 [544] validation_0-mae:5177.07812 validation_1-mae:6131.38477 [545] validation_0-mae:5174.44238 validation_1-mae:6129.88623 [546] validation_0-mae:5173.75439 validation_1-mae:6129.32910 [547] validation_0-mae:5171.55518 validation_1-mae:6128.28467 [548] validation_0-mae:5169.97070 validation_1-mae:6127.18799 [549] validation_0-mae:5167.70752 validation_1-mae:6127.21338 [550] validation_0-mae:5165.32227 validation_1-mae:6126.58398 [551] validation_0-mae:5163.75049 validation_1-mae:6125.91064 [552] validation_0-mae:5162.16943 validation_1-mae:6125.50537 [553] validation_0-mae:5160.62939 validation_1-mae:6125.59766 [554] validation_0-mae:5158.69873 validation_1-mae:6124.67578 [555] validation_0-mae:5155.99023 validation_1-mae:6124.43115 [556] validation_0-mae:5153.15283 validation_1-mae:6123.51660 [557] validation_0-mae:5150.85156 validation_1-mae:6122.68555 [558] validation_0-mae:5148.65772 validation_1-mae:6122.24853 [559] validation_0-mae:5146.80908 validation_1-mae:6121.92578 [560] validation_0-mae:5146.53369 validation_1-mae:6121.93213 [561] validation_0-mae:5145.60156 validation_1-mae:6121.95703 [562] validation_0-mae:5144.97314 validation_1-mae:6121.48682 [563] validation_0-mae:5143.92578 validation_1-mae:6122.01074 [564] validation_0-mae:5143.12353 validation_1-mae:6121.93115 [565] validation_0-mae:5141.34082 validation_1-mae:6122.11768 [566] validation_0-mae:5140.62793 validation_1-mae:6121.98047 [567] validation_0-mae:5137.90088 validation_1-mae:6121.66211 [568] validation_0-mae:5136.68018 validation_1-mae:6121.26074 [569] validation_0-mae:5133.71728 validation_1-mae:6120.37353 [570] validation_0-mae:5132.49853 validation_1-mae:6120.47412 [571] validation_0-mae:5131.72803 validation_1-mae:6120.89355 [572] validation_0-mae:5130.66406 validation_1-mae:6120.53809 [573] validation_0-mae:5128.43213 validation_1-mae:6120.27197 [574] validation_0-mae:5125.66797 validation_1-mae:6119.50732 [575] validation_0-mae:5124.14502 validation_1-mae:6119.55225 [576] validation_0-mae:5121.70068 validation_1-mae:6119.00830 [577] validation_0-mae:5120.40576 validation_1-mae:6118.57910 [578] validation_0-mae:5119.72949 validation_1-mae:6118.72119 [579] validation_0-mae:5118.83545 validation_1-mae:6118.12305 [580] validation_0-mae:5117.80713 validation_1-mae:6118.19727 [581] validation_0-mae:5117.45752 validation_1-mae:6118.01465 [582] validation_0-mae:5115.73730 validation_1-mae:6118.00586 [583] validation_0-mae:5113.64551 validation_1-mae:6117.42480 [584] validation_0-mae:5111.30518 validation_1-mae:6116.15772 [585] validation_0-mae:5110.39355 validation_1-mae:6116.03564 [586] validation_0-mae:5108.20557 validation_1-mae:6115.59180 [587] validation_0-mae:5105.90576 validation_1-mae:6115.92871 [588] validation_0-mae:5104.14062 validation_1-mae:6115.51611 [589] validation_0-mae:5102.32129 validation_1-mae:6115.57178 [590] validation_0-mae:5099.25879 validation_1-mae:6115.22363 [591] validation_0-mae:5097.49658 validation_1-mae:6115.12695 [592] validation_0-mae:5093.80420 validation_1-mae:6111.65234 [593] validation_0-mae:5092.61279 validation_1-mae:6111.63623 [594] validation_0-mae:5091.60010 validation_1-mae:6111.26123 [595] validation_0-mae:5090.53272 validation_1-mae:6111.17383 [596] validation_0-mae:5090.02832 validation_1-mae:6110.98877 [597] validation_0-mae:5088.71631 validation_1-mae:6110.90478 [598] validation_0-mae:5088.54541 validation_1-mae:6110.95068 [599] validation_0-mae:5087.55664 validation_1-mae:6110.85547 [600] validation_0-mae:5085.75830 validation_1-mae:6110.37695 [601] validation_0-mae:5082.16260 validation_1-mae:6108.36719 [602] validation_0-mae:5080.47314 validation_1-mae:6107.94092 [603] validation_0-mae:5078.94434 validation_1-mae:6108.02686 [604] validation_0-mae:5077.04834 validation_1-mae:6109.11230 [605] validation_0-mae:5074.71094 validation_1-mae:6109.29932 [606] validation_0-mae:5072.94580 validation_1-mae:6109.50928 [607] validation_0-mae:5070.45068 validation_1-mae:6108.68408 [608] validation_0-mae:5070.24853 validation_1-mae:6108.77441 [609] validation_0-mae:5068.79883 validation_1-mae:6109.10107 [610] validation_0-mae:5066.65088 validation_1-mae:6109.22510 [611] validation_0-mae:5064.38818 validation_1-mae:6109.63086 [612] validation_0-mae:5062.74512 validation_1-mae:6109.02002 [613] validation_0-mae:5061.34912 validation_1-mae:6108.26904 [614] validation_0-mae:5059.16455 validation_1-mae:6107.72363 [615] validation_0-mae:5058.33203 validation_1-mae:6108.05273 [616] validation_0-mae:5055.59522 validation_1-mae:6108.93799 [617] validation_0-mae:5053.97998 validation_1-mae:6109.03955 [618] validation_0-mae:5051.44580 validation_1-mae:6108.74609 [619] validation_0-mae:5049.56055 validation_1-mae:6108.44922 [620] validation_0-mae:5047.77051 validation_1-mae:6109.54248 [621] validation_0-mae:5046.94580 validation_1-mae:6109.54834 [622] validation_0-mae:5046.20410 validation_1-mae:6109.85742 [623] validation_0-mae:5044.38379 validation_1-mae:6109.99609 [624] validation_0-mae:5042.37939 validation_1-mae:6109.76221 [625] validation_0-mae:5038.60303 validation_1-mae:6106.22559 [626] validation_0-mae:5037.70312 validation_1-mae:6105.85938 [627] validation_0-mae:5036.91113 validation_1-mae:6106.24023 [628] validation_0-mae:5033.81885 validation_1-mae:6105.70410 [629] validation_0-mae:5032.15625 validation_1-mae:6105.66504 [630] validation_0-mae:5030.94580 validation_1-mae:6105.36572 [631] validation_0-mae:5029.81738 validation_1-mae:6105.03174 [632] validation_0-mae:5027.44531 validation_1-mae:6103.87598 [633] validation_0-mae:5026.30225 validation_1-mae:6103.73486 [634] validation_0-mae:5024.49512 validation_1-mae:6103.64062 [635] validation_0-mae:5023.10205 validation_1-mae:6103.96338 [636] validation_0-mae:5022.47900 validation_1-mae:6103.77978 [637] validation_0-mae:5022.12305 validation_1-mae:6103.58496 [638] validation_0-mae:5019.62061 validation_1-mae:6100.81397 [639] validation_0-mae:5018.63379 validation_1-mae:6100.35498 [640] validation_0-mae:5017.42383 validation_1-mae:6099.86621 [641] validation_0-mae:5015.62988 validation_1-mae:6098.91113 [642] validation_0-mae:5014.77441 validation_1-mae:6098.55078 [643] validation_0-mae:5013.58545 validation_1-mae:6098.21484 [644] validation_0-mae:5012.36865 validation_1-mae:6097.93164 [645] validation_0-mae:5012.11572 validation_1-mae:6097.84717 [646] validation_0-mae:5011.18897 validation_1-mae:6097.37695 [647] validation_0-mae:5010.15332 validation_1-mae:6097.51709 [648] validation_0-mae:5008.97803 validation_1-mae:6097.11475 [649] validation_0-mae:5007.46631 validation_1-mae:6096.91895 [650] validation_0-mae:5006.50049 validation_1-mae:6097.44580 [651] validation_0-mae:5005.29932 validation_1-mae:6097.19385 [652] validation_0-mae:5004.45850 validation_1-mae:6097.30469 [653] validation_0-mae:5004.40430 validation_1-mae:6097.30566 [654] validation_0-mae:5003.58301 validation_1-mae:6097.07812 [655] validation_0-mae:5002.72217 validation_1-mae:6097.56689 [656] validation_0-mae:5002.21777 validation_1-mae:6097.89746 [657] validation_0-mae:5001.61621 validation_1-mae:6097.65820 [658] validation_0-mae:4998.38330 validation_1-mae:6096.51758 [659] validation_0-mae:4996.22314 validation_1-mae:6096.72510 [660] validation_0-mae:4994.79785 validation_1-mae:6095.78760 [661] validation_0-mae:4993.36328 validation_1-mae:6095.73975 [662] validation_0-mae:4992.91992 validation_1-mae:6095.78906 [663] validation_0-mae:4991.99316 validation_1-mae:6095.89258 [664] validation_0-mae:4989.73584 validation_1-mae:6094.65234 [665] validation_0-mae:4988.96191 validation_1-mae:6094.73193 [666] validation_0-mae:4984.23438 validation_1-mae:6092.87158 [667] validation_0-mae:4982.85059 validation_1-mae:6092.34082 [668] validation_0-mae:4981.57275 validation_1-mae:6092.00244 [669] validation_0-mae:4979.75635 validation_1-mae:6092.44141 [670] validation_0-mae:4977.85059 validation_1-mae:6092.29736 [671] validation_0-mae:4976.40820 validation_1-mae:6091.30469 [672] validation_0-mae:4975.15088 validation_1-mae:6091.32178 [673] validation_0-mae:4972.04980 validation_1-mae:6090.05957 [674] validation_0-mae:4970.55762 validation_1-mae:6089.79102 [675] validation_0-mae:4970.06152 validation_1-mae:6090.10107 [676] validation_0-mae:4968.96582 validation_1-mae:6090.36084 [677] validation_0-mae:4966.72168 validation_1-mae:6090.44092 [678] validation_0-mae:4964.97168 validation_1-mae:6089.64014 [679] validation_0-mae:4964.28955 validation_1-mae:6089.80273 [680] validation_0-mae:4963.30566 validation_1-mae:6089.20605 [681] validation_0-mae:4962.66357 validation_1-mae:6089.16748 [682] validation_0-mae:4962.42529 validation_1-mae:6089.13184 [683] validation_0-mae:4961.97070 validation_1-mae:6089.20459 [684] validation_0-mae:4961.43018 validation_1-mae:6089.22998 [685] validation_0-mae:4959.63477 validation_1-mae:6089.84424 [686] validation_0-mae:4957.65381 validation_1-mae:6089.85449 [687] validation_0-mae:4955.68262 validation_1-mae:6089.01953 [688] validation_0-mae:4954.10107 validation_1-mae:6088.98926 [689] validation_0-mae:4953.42383 validation_1-mae:6088.89844 [690] validation_0-mae:4951.10156 validation_1-mae:6088.01807 [691] validation_0-mae:4949.82617 validation_1-mae:6088.04590 [692] validation_0-mae:4947.45801 validation_1-mae:6087.42871 [693] validation_0-mae:4945.91699 validation_1-mae:6087.15430 [694] validation_0-mae:4944.87402 validation_1-mae:6086.75195 [695] validation_0-mae:4943.14258 validation_1-mae:6086.53369 [696] validation_0-mae:4941.48535 validation_1-mae:6086.19873 [697] validation_0-mae:4939.70996 validation_1-mae:6085.30127 [698] validation_0-mae:4938.68213 validation_1-mae:6085.20752 [699] validation_0-mae:4936.06738 validation_1-mae:6085.90478 [700] validation_0-mae:4934.32568 validation_1-mae:6085.31250 [701] validation_0-mae:4933.27881 validation_1-mae:6086.01465 [702] validation_0-mae:4932.61523 validation_1-mae:6085.86670 [703] validation_0-mae:4932.42969 validation_1-mae:6085.68799 [704] validation_0-mae:4930.69678 validation_1-mae:6085.16992 [705] validation_0-mae:4930.61523 validation_1-mae:6085.11328 [706] validation_0-mae:4928.06055 validation_1-mae:6084.06445 [707] validation_0-mae:4926.86182 validation_1-mae:6083.66406 [708] validation_0-mae:4925.16211 validation_1-mae:6083.14941 [709] validation_0-mae:4922.55420 validation_1-mae:6082.13623 [710] validation_0-mae:4921.23145 validation_1-mae:6082.35303 [711] validation_0-mae:4918.46728 validation_1-mae:6081.32129 [712] validation_0-mae:4915.73486 validation_1-mae:6081.20166 [713] validation_0-mae:4913.62695 validation_1-mae:6080.63232 [714] validation_0-mae:4912.15430 validation_1-mae:6080.86133 [715] validation_0-mae:4911.81689 validation_1-mae:6080.81055 [716] validation_0-mae:4909.64941 validation_1-mae:6079.53174 [717] validation_0-mae:4908.48828 validation_1-mae:6079.27148 [718] validation_0-mae:4906.47217 validation_1-mae:6079.22266 [719] validation_0-mae:4904.91211 validation_1-mae:6079.45850 [720] validation_0-mae:4903.76807 validation_1-mae:6079.39355 [721] validation_0-mae:4903.48340 validation_1-mae:6079.33398 [722] validation_0-mae:4903.25098 validation_1-mae:6079.37402 [723] validation_0-mae:4902.26904 validation_1-mae:6079.73047 [724] validation_0-mae:4901.01465 validation_1-mae:6079.96777 [725] validation_0-mae:4898.78125 validation_1-mae:6079.85449 [726] validation_0-mae:4896.52100 validation_1-mae:6079.24902 [727] validation_0-mae:4895.50049 validation_1-mae:6079.04688 [728] validation_0-mae:4894.31152 validation_1-mae:6078.77881 [729] validation_0-mae:4893.28955 validation_1-mae:6079.28320 [730] validation_0-mae:4892.70312 validation_1-mae:6079.09326 [731] validation_0-mae:4891.55859 validation_1-mae:6078.81494 [732] validation_0-mae:4889.68994 validation_1-mae:6078.31445 [733] validation_0-mae:4888.50391 validation_1-mae:6077.53125 [734] validation_0-mae:4888.22852 validation_1-mae:6077.77978 [735] validation_0-mae:4887.59326 validation_1-mae:6078.08057 [736] validation_0-mae:4887.32422 validation_1-mae:6078.21875 [737] validation_0-mae:4886.38477 validation_1-mae:6078.09570 [738] validation_0-mae:4883.73389 validation_1-mae:6077.48828 [739] validation_0-mae:4881.64062 validation_1-mae:6077.41992 [740] validation_0-mae:4879.56885 validation_1-mae:6076.40088 [741] validation_0-mae:4877.78369 validation_1-mae:6076.61816 [742] validation_0-mae:4875.40723 validation_1-mae:6077.29785 [743] validation_0-mae:4873.15772 validation_1-mae:6077.67822 [744] validation_0-mae:4871.41357 validation_1-mae:6077.91650 [745] validation_0-mae:4870.06494 validation_1-mae:6076.58301 [746] validation_0-mae:4869.25732 validation_1-mae:6077.46094 [747] validation_0-mae:4867.49121 validation_1-mae:6076.40332 [748] validation_0-mae:4865.97363 validation_1-mae:6076.05322 [749] validation_0-mae:4864.31006 validation_1-mae:6075.40039 [750] validation_0-mae:4863.55176 validation_1-mae:6075.27246 [751] validation_0-mae:4862.51465 validation_1-mae:6074.43603 [752] validation_0-mae:4861.57422 validation_1-mae:6074.26270 [753] validation_0-mae:4859.95801 validation_1-mae:6074.27490 [754] validation_0-mae:4858.66602 validation_1-mae:6073.83252 [755] validation_0-mae:4857.63916 validation_1-mae:6073.68115 [756] validation_0-mae:4855.81006 validation_1-mae:6073.71094 [757] validation_0-mae:4853.79199 validation_1-mae:6073.54834 [758] validation_0-mae:4851.79297 validation_1-mae:6073.93945 [759] validation_0-mae:4850.39307 validation_1-mae:6074.63525 [760] validation_0-mae:4849.01709 validation_1-mae:6074.63525 [761] validation_0-mae:4847.59082 validation_1-mae:6075.52295 [762] validation_0-mae:4846.34668 validation_1-mae:6075.36328 [763] validation_0-mae:4845.33643 validation_1-mae:6074.81982 [764] validation_0-mae:4843.75147 validation_1-mae:6074.61914 [765] validation_0-mae:4842.66748 validation_1-mae:6073.68213 [766] validation_0-mae:4838.12549 validation_1-mae:6072.01074 [767] validation_0-mae:4836.08691 validation_1-mae:6070.90967 [768] validation_0-mae:4834.60449 validation_1-mae:6070.90381 [769] validation_0-mae:4832.46289 validation_1-mae:6071.04053 [770] validation_0-mae:4830.78272 validation_1-mae:6070.82715 [771] validation_0-mae:4829.28662 validation_1-mae:6070.09766 [772] validation_0-mae:4827.16650 validation_1-mae:6069.23975 [773] validation_0-mae:4825.15820 validation_1-mae:6068.85254 [774] validation_0-mae:4823.07617 validation_1-mae:6068.18506 [775] validation_0-mae:4821.01514 validation_1-mae:6068.67432 [776] validation_0-mae:4819.53662 validation_1-mae:6068.93018 [777] validation_0-mae:4817.54932 validation_1-mae:6069.28711 [778] validation_0-mae:4816.54199 validation_1-mae:6069.18555 [779] validation_0-mae:4814.82666 validation_1-mae:6068.90039 [780] validation_0-mae:4812.84473 validation_1-mae:6067.98242 [781] validation_0-mae:4812.18652 validation_1-mae:6067.65674 [782] validation_0-mae:4810.15674 validation_1-mae:6067.27148 [783] validation_0-mae:4809.06055 validation_1-mae:6067.22705 [784] validation_0-mae:4808.26221 validation_1-mae:6067.76611 [785] validation_0-mae:4807.56055 validation_1-mae:6067.63916 [786] validation_0-mae:4806.11768 validation_1-mae:6067.45361 [787] validation_0-mae:4804.65186 validation_1-mae:6067.44238 [788] validation_0-mae:4803.27686 validation_1-mae:6067.34082 [789] validation_0-mae:4802.31299 validation_1-mae:6067.30469 [790] validation_0-mae:4800.67529 validation_1-mae:6066.98242 [791] validation_0-mae:4800.61621 validation_1-mae:6066.97998 [792] validation_0-mae:4800.14404 validation_1-mae:6067.05469 [793] validation_0-mae:4799.49609 validation_1-mae:6067.01367 [794] validation_0-mae:4797.14453 validation_1-mae:6066.84082 [795] validation_0-mae:4796.19336 validation_1-mae:6066.76270 [796] validation_0-mae:4794.37695 validation_1-mae:6066.94287 [797] validation_0-mae:4793.14258 validation_1-mae:6066.72900 [798] validation_0-mae:4791.42871 validation_1-mae:6067.42676 [799] validation_0-mae:4790.21826 validation_1-mae:6067.73096 [800] validation_0-mae:4788.80713 validation_1-mae:6068.08203 [801] validation_0-mae:4788.75928 validation_1-mae:6068.14551 [802] validation_0-mae:4787.54199 validation_1-mae:6068.08398 [803] validation_0-mae:4786.90918 validation_1-mae:6068.08789 [804] validation_0-mae:4786.44141 validation_1-mae:6067.81494 [805] validation_0-mae:4785.93262 validation_1-mae:6067.99512 [806] validation_0-mae:4783.43018 validation_1-mae:6068.57275 [807] validation_0-mae:4782.13672 validation_1-mae:6068.29785 [808] validation_0-mae:4781.29639 validation_1-mae:6068.13623 [809] validation_0-mae:4779.23730 validation_1-mae:6068.04736 [810] validation_0-mae:4777.77686 validation_1-mae:6067.60254 [811] validation_0-mae:4775.58740 validation_1-mae:6067.56836 [812] validation_0-mae:4774.29346 validation_1-mae:6067.82129 [813] validation_0-mae:4772.85693 validation_1-mae:6068.22119 [814] validation_0-mae:4772.07324 validation_1-mae:6068.00537 [815] validation_0-mae:4771.83447 validation_1-mae:6068.10010 [816] validation_0-mae:4771.04785 validation_1-mae:6067.98584 [817] validation_0-mae:4770.45654 validation_1-mae:6068.16504 [818] validation_0-mae:4768.45801 validation_1-mae:6067.39014 [819] validation_0-mae:4766.91553 validation_1-mae:6066.85107 [820] validation_0-mae:4765.09228 validation_1-mae:6066.04102 [821] validation_0-mae:4763.11523 validation_1-mae:6065.23584 [822] validation_0-mae:4760.33105 validation_1-mae:6064.34619 [823] validation_0-mae:4759.21875 validation_1-mae:6064.59375 [824] validation_0-mae:4757.34131 validation_1-mae:6063.83252 [825] validation_0-mae:4755.91064 validation_1-mae:6064.08691 [826] validation_0-mae:4754.36426 validation_1-mae:6063.78223 [827] validation_0-mae:4752.46680 validation_1-mae:6062.71680 [828] validation_0-mae:4751.70557 validation_1-mae:6062.85107 [829] validation_0-mae:4750.70117 validation_1-mae:6062.77295 [830] validation_0-mae:4749.21289 validation_1-mae:6062.61914 [831] validation_0-mae:4747.75879 validation_1-mae:6062.39941 [832] validation_0-mae:4746.28516 validation_1-mae:6061.69971 [833] validation_0-mae:4744.99805 validation_1-mae:6061.57324 [834] validation_0-mae:4744.09033 validation_1-mae:6061.34717 [835] validation_0-mae:4743.46680 validation_1-mae:6061.52734 [836] validation_0-mae:4742.39648 validation_1-mae:6061.44385 [837] validation_0-mae:4741.77881 validation_1-mae:6060.99121 [838] validation_0-mae:4740.82715 validation_1-mae:6060.99170 [839] validation_0-mae:4739.45068 validation_1-mae:6060.80713 [840] validation_0-mae:4737.11475 validation_1-mae:6059.89795 [841] validation_0-mae:4734.71973 validation_1-mae:6060.08545 [842] validation_0-mae:4732.63770 validation_1-mae:6060.16309 [843] validation_0-mae:4730.60498 validation_1-mae:6060.08398 [844] validation_0-mae:4729.98096 validation_1-mae:6059.97070 [845] validation_0-mae:4728.55908 validation_1-mae:6059.76855 [846] validation_0-mae:4728.25195 validation_1-mae:6059.85791 [847] validation_0-mae:4727.49805 validation_1-mae:6059.67432 [848] validation_0-mae:4727.27051 validation_1-mae:6059.84375 [849] validation_0-mae:4726.36084 validation_1-mae:6059.35010 [850] validation_0-mae:4725.24707 validation_1-mae:6059.33594 [851] validation_0-mae:4723.06885 validation_1-mae:6058.79053 [852] validation_0-mae:4721.11035 validation_1-mae:6058.56738 [853] validation_0-mae:4719.01611 validation_1-mae:6058.78516 [854] validation_0-mae:4717.17432 validation_1-mae:6058.53418 [855] validation_0-mae:4714.90088 validation_1-mae:6059.06738 [856] validation_0-mae:4712.94482 validation_1-mae:6059.01074 [857] validation_0-mae:4712.36572 validation_1-mae:6058.83691 [858] validation_0-mae:4711.96143 validation_1-mae:6058.81299 [859] validation_0-mae:4711.60693 validation_1-mae:6058.81299 [860] validation_0-mae:4710.88379 validation_1-mae:6058.56055 [861] validation_0-mae:4709.74219 validation_1-mae:6058.30811 [862] validation_0-mae:4708.86865 validation_1-mae:6058.18897 [863] validation_0-mae:4708.23438 validation_1-mae:6058.33008 [864] validation_0-mae:4707.30908 validation_1-mae:6058.54688 [865] validation_0-mae:4706.36377 validation_1-mae:6058.23340 [866] validation_0-mae:4705.17627 validation_1-mae:6058.28027 [867] validation_0-mae:4705.07764 validation_1-mae:6058.30225 [868] validation_0-mae:4704.82422 validation_1-mae:6058.32178 [869] validation_0-mae:4703.34668 validation_1-mae:6056.87744 [870] validation_0-mae:4702.19043 validation_1-mae:6057.10498 [871] validation_0-mae:4701.22266 validation_1-mae:6057.20068 [872] validation_0-mae:4699.85498 validation_1-mae:6056.93799 [873] validation_0-mae:4698.89209 validation_1-mae:6057.71240 [874] validation_0-mae:4697.94238 validation_1-mae:6057.86914 [875] validation_0-mae:4697.01318 validation_1-mae:6057.52148 [876] validation_0-mae:4696.42090 validation_1-mae:6057.25977 [877] validation_0-mae:4695.49951 validation_1-mae:6057.06103 [878] validation_0-mae:4694.02051 validation_1-mae:6056.25732 [879] validation_0-mae:4692.65527 validation_1-mae:6056.27832 [880] validation_0-mae:4690.70508 validation_1-mae:6055.60303 [881] validation_0-mae:4689.46680 validation_1-mae:6055.26611 [882] validation_0-mae:4687.97461 validation_1-mae:6054.87256 [883] validation_0-mae:4686.66650 validation_1-mae:6055.06006 [884] validation_0-mae:4685.71191 validation_1-mae:6055.39062 [885] validation_0-mae:4684.21484 validation_1-mae:6055.18799 [886] validation_0-mae:4684.00684 validation_1-mae:6054.62939 [887] validation_0-mae:4682.33057 validation_1-mae:6054.13965 [888] validation_0-mae:4680.43603 validation_1-mae:6053.80322 [889] validation_0-mae:4678.89697 validation_1-mae:6053.71338 [890] validation_0-mae:4677.62598 validation_1-mae:6054.26904 [891] validation_0-mae:4676.29834 validation_1-mae:6053.69482 [892] validation_0-mae:4673.86719 validation_1-mae:6053.32031 [893] validation_0-mae:4672.22803 validation_1-mae:6053.39453 [894] validation_0-mae:4671.35010 validation_1-mae:6053.20850 [895] validation_0-mae:4669.81299 validation_1-mae:6052.80957 [896] validation_0-mae:4667.82666 validation_1-mae:6052.58545 [897] validation_0-mae:4667.10156 validation_1-mae:6052.67383 [898] validation_0-mae:4666.41064 validation_1-mae:6052.39062 [899] validation_0-mae:4664.48975 validation_1-mae:6051.38965 [900] validation_0-mae:4663.28272 validation_1-mae:6051.11572 [901] validation_0-mae:4661.60400 validation_1-mae:6050.24609 [902] validation_0-mae:4660.92871 validation_1-mae:6050.44482 [903] validation_0-mae:4660.28272 validation_1-mae:6050.24219 [904] validation_0-mae:4659.66846 validation_1-mae:6050.07227 [905] validation_0-mae:4659.03516 validation_1-mae:6049.92188 [906] validation_0-mae:4657.96533 validation_1-mae:6050.12451 [907] validation_0-mae:4656.36182 validation_1-mae:6049.05566 [908] validation_0-mae:4655.12793 validation_1-mae:6048.88281 [909] validation_0-mae:4654.27832 validation_1-mae:6048.97803 [910] validation_0-mae:4653.91846 validation_1-mae:6048.99121 [911] validation_0-mae:4653.70068 validation_1-mae:6049.01221 [912] validation_0-mae:4652.40527 validation_1-mae:6048.69629 [913] validation_0-mae:4652.25830 validation_1-mae:6048.73486 [914] validation_0-mae:4651.70850 validation_1-mae:6048.57910 [915] validation_0-mae:4649.91650 validation_1-mae:6048.20068 [916] validation_0-mae:4648.04492 validation_1-mae:6047.52344 [917] validation_0-mae:4646.88086 validation_1-mae:6047.76514 [918] validation_0-mae:4644.49658 validation_1-mae:6046.76367 [919] validation_0-mae:4642.82080 validation_1-mae:6046.23633 [920] validation_0-mae:4640.54053 validation_1-mae:6045.38184 [921] validation_0-mae:4638.65283 validation_1-mae:6044.52978 [922] validation_0-mae:4637.10791 validation_1-mae:6044.34424 [923] validation_0-mae:4635.87305 validation_1-mae:6044.15088 [924] validation_0-mae:4634.57812 validation_1-mae:6044.09814 [925] validation_0-mae:4632.11963 validation_1-mae:6043.49170 [926] validation_0-mae:4630.58057 validation_1-mae:6044.19092 [927] validation_0-mae:4628.88867 validation_1-mae:6044.39014 [928] validation_0-mae:4627.49365 validation_1-mae:6043.65478 [929] validation_0-mae:4626.72461 validation_1-mae:6043.29004 [930] validation_0-mae:4625.42969 validation_1-mae:6042.94482 [931] validation_0-mae:4624.50732 validation_1-mae:6042.79980 [932] validation_0-mae:4623.23877 validation_1-mae:6042.79346 [933] validation_0-mae:4622.17773 validation_1-mae:6042.56103 [934] validation_0-mae:4621.32959 validation_1-mae:6042.62500 [935] validation_0-mae:4620.23486 validation_1-mae:6042.17822 [936] validation_0-mae:4618.46387 validation_1-mae:6041.56738 [937] validation_0-mae:4617.09375 validation_1-mae:6041.18164 [938] validation_0-mae:4616.26758 validation_1-mae:6040.93457 [939] validation_0-mae:4615.53711 validation_1-mae:6040.88916 [940] validation_0-mae:4614.75244 validation_1-mae:6040.82910 [941] validation_0-mae:4613.85791 validation_1-mae:6040.93164 [942] validation_0-mae:4612.19336 validation_1-mae:6041.66211 [943] validation_0-mae:4610.86719 validation_1-mae:6041.26758 [944] validation_0-mae:4609.72803 validation_1-mae:6041.21826 [945] validation_0-mae:4608.30615 validation_1-mae:6040.99072 [946] validation_0-mae:4606.77686 validation_1-mae:6040.12549 [947] validation_0-mae:4604.01758 validation_1-mae:6038.48291 [948] validation_0-mae:4601.06592 validation_1-mae:6037.60205 [949] validation_0-mae:4598.93897 validation_1-mae:6036.72754 [950] validation_0-mae:4596.93164 validation_1-mae:6036.78857 [951] validation_0-mae:4595.79346 validation_1-mae:6036.71484 [952] validation_0-mae:4594.10840 validation_1-mae:6036.59619 [953] validation_0-mae:4592.23438 validation_1-mae:6037.38574 [954] validation_0-mae:4590.05322 validation_1-mae:6037.24365 [955] validation_0-mae:4587.96387 validation_1-mae:6037.27734 [956] validation_0-mae:4587.26318 validation_1-mae:6037.02881 [957] validation_0-mae:4585.46191 validation_1-mae:6036.90430 [958] validation_0-mae:4583.73633 validation_1-mae:6036.64160 [959] validation_0-mae:4582.82080 validation_1-mae:6036.35498 [960] validation_0-mae:4581.93897 validation_1-mae:6036.07422 [961] validation_0-mae:4581.32080 validation_1-mae:6036.06836 [962] validation_0-mae:4580.13867 validation_1-mae:6036.35156 [963] validation_0-mae:4579.45068 validation_1-mae:6036.26904 [964] validation_0-mae:4578.34473 validation_1-mae:6035.91602 [965] validation_0-mae:4576.47510 validation_1-mae:6034.68603 [966] validation_0-mae:4574.68945 validation_1-mae:6034.72217 [967] validation_0-mae:4573.61768 validation_1-mae:6034.85107 [968] validation_0-mae:4571.93603 validation_1-mae:6034.27539 [969] validation_0-mae:4570.19482 validation_1-mae:6033.41943 [970] validation_0-mae:4568.36523 validation_1-mae:6033.25488 [971] validation_0-mae:4567.46777 validation_1-mae:6033.12451 [972] validation_0-mae:4566.17822 validation_1-mae:6032.45459 [973] validation_0-mae:4565.18945 validation_1-mae:6032.11768 [974] validation_0-mae:4563.76416 validation_1-mae:6032.11621 [975] validation_0-mae:4562.38428 validation_1-mae:6032.78125 [976] validation_0-mae:4561.48047 validation_1-mae:6032.78272 [977] validation_0-mae:4560.78174 validation_1-mae:6033.05176 [978] validation_0-mae:4560.60938 validation_1-mae:6033.06543 [979] validation_0-mae:4559.79785 validation_1-mae:6032.43750 [980] validation_0-mae:4559.72412 validation_1-mae:6032.48096 [981] validation_0-mae:4558.27832 validation_1-mae:6032.18994 [982] validation_0-mae:4556.84326 validation_1-mae:6032.38574 [983] validation_0-mae:4555.41211 validation_1-mae:6032.11035 [984] validation_0-mae:4553.41992 validation_1-mae:6032.64062 [985] validation_0-mae:4552.08740 validation_1-mae:6032.20410 [986] validation_0-mae:4550.64746 validation_1-mae:6032.11768 [987] validation_0-mae:4549.51318 validation_1-mae:6031.58496 [988] validation_0-mae:4548.39697 validation_1-mae:6030.95752 [989] validation_0-mae:4546.86084 validation_1-mae:6030.15723 [990] validation_0-mae:4545.72363 validation_1-mae:6030.34033 [991] validation_0-mae:4544.47461 validation_1-mae:6030.20459 [992] validation_0-mae:4543.52637 validation_1-mae:6030.03223 [993] validation_0-mae:4542.75342 validation_1-mae:6029.75781 [994] validation_0-mae:4541.31103 validation_1-mae:6029.78369 [995] validation_0-mae:4540.16797 validation_1-mae:6029.67627 [996] validation_0-mae:4539.36230 validation_1-mae:6029.93359 [997] validation_0-mae:4538.46436 validation_1-mae:6030.00879 [998] validation_0-mae:4536.96289 validation_1-mae:6030.25830 [999] validation_0-mae:4535.30518 validation_1-mae:6030.78076 [1000] validation_0-mae:4534.45996 validation_1-mae:6031.12109 [1001] validation_0-mae:4533.25293 validation_1-mae:6031.15527 [1002] validation_0-mae:4532.08789 validation_1-mae:6030.62109 [1003] validation_0-mae:4530.07812 validation_1-mae:6030.68701 [1004] validation_0-mae:4528.98877 validation_1-mae:6031.13086 [1005] validation_0-mae:4527.37744 validation_1-mae:6030.61621 [1006] validation_0-mae:4526.21484 validation_1-mae:6030.62451 [1007] validation_0-mae:4524.47266 validation_1-mae:6030.44189 [1008] validation_0-mae:4523.36768 validation_1-mae:6030.69043 [1009] validation_0-mae:4522.06934 validation_1-mae:6030.58350 [1010] validation_0-mae:4520.91895 validation_1-mae:6030.32373 [1011] validation_0-mae:4519.91943 validation_1-mae:6030.25293 [1012] validation_0-mae:4518.53906 validation_1-mae:6030.39209 [1013] validation_0-mae:4517.08594 validation_1-mae:6030.52539 [1014] validation_0-mae:4515.99512 validation_1-mae:6030.35645 [1015] validation_0-mae:4515.11182 validation_1-mae:6030.66699 [1016] validation_0-mae:4513.69727 validation_1-mae:6030.51709 [1017] validation_0-mae:4512.63477 validation_1-mae:6030.66846 [1018] validation_0-mae:4511.66113 validation_1-mae:6030.50293 [1019] validation_0-mae:4511.15869 validation_1-mae:6030.85400 [1020] validation_0-mae:4510.35547 validation_1-mae:6030.67920 [1021] validation_0-mae:4508.66602 validation_1-mae:6030.63965 [1022] validation_0-mae:4507.76270 validation_1-mae:6030.95459 [1023] validation_0-mae:4506.83252 validation_1-mae:6031.12109 [1024] validation_0-mae:4505.02930 validation_1-mae:6030.75830 [1025] validation_0-mae:4503.77686 validation_1-mae:6031.84570 [1026] validation_0-mae:4502.09863 validation_1-mae:6031.02148 [1027] validation_0-mae:4501.29980 validation_1-mae:6030.80322 [1028] validation_0-mae:4500.29785 validation_1-mae:6030.47070 [1029] validation_0-mae:4498.98047 validation_1-mae:6029.99316 [1030] validation_0-mae:4497.56348 validation_1-mae:6029.54248 [1031] validation_0-mae:4496.57178 validation_1-mae:6029.52637 [1032] validation_0-mae:4495.85840 validation_1-mae:6029.23193 [1033] validation_0-mae:4495.43359 validation_1-mae:6029.49512 [1034] validation_0-mae:4494.71191 validation_1-mae:6029.17090 [1035] validation_0-mae:4493.59131 validation_1-mae:6029.16455 [1036] validation_0-mae:4492.71045 validation_1-mae:6029.21240 [1037] validation_0-mae:4492.19531 validation_1-mae:6028.88330 [1038] validation_0-mae:4491.13672 validation_1-mae:6028.56152 [1039] validation_0-mae:4490.36084 validation_1-mae:6028.54492 [1040] validation_0-mae:4490.16309 validation_1-mae:6028.34424 [1041] validation_0-mae:4488.30615 validation_1-mae:6028.29053 [1042] validation_0-mae:4487.15723 validation_1-mae:6027.61133 [1043] validation_0-mae:4486.37061 validation_1-mae:6027.46338 [1044] validation_0-mae:4485.04199 validation_1-mae:6027.34912 [1045] validation_0-mae:4484.23633 validation_1-mae:6027.45703 [1046] validation_0-mae:4483.09277 validation_1-mae:6027.87451 [1047] validation_0-mae:4482.02100 validation_1-mae:6027.64404 [1048] validation_0-mae:4481.15430 validation_1-mae:6027.67969 [1049] validation_0-mae:4480.48730 validation_1-mae:6027.91846 [1050] validation_0-mae:4479.68457 validation_1-mae:6028.41992 [1051] validation_0-mae:4478.34326 validation_1-mae:6028.54492 [1052] validation_0-mae:4477.15088 validation_1-mae:6028.75732 [1053] validation_0-mae:4476.18897 validation_1-mae:6028.49170 [1054] validation_0-mae:4473.74561 validation_1-mae:6028.08887 [1055] validation_0-mae:4472.39209 validation_1-mae:6028.81641 [1056] validation_0-mae:4471.77148 validation_1-mae:6028.75195 [1057] validation_0-mae:4470.52441 validation_1-mae:6028.30078 [1058] validation_0-mae:4468.96924 validation_1-mae:6027.76172 [1059] validation_0-mae:4467.57178 validation_1-mae:6027.59961 [1060] validation_0-mae:4466.02637 validation_1-mae:6027.42236 [1061] validation_0-mae:4465.12744 validation_1-mae:6027.67041 [1062] validation_0-mae:4464.02978 validation_1-mae:6027.73584 [1063] validation_0-mae:4462.64697 validation_1-mae:6027.33447 [1064] validation_0-mae:4461.85986 validation_1-mae:6027.51855 [1065] validation_0-mae:4460.81934 validation_1-mae:6027.37305 [1066] validation_0-mae:4460.19385 validation_1-mae:6027.32812 [1067] validation_0-mae:4459.45459 validation_1-mae:6027.34717 [1068] validation_0-mae:4458.75732 validation_1-mae:6027.14062 [1069] validation_0-mae:4457.41309 validation_1-mae:6026.61133 [1070] validation_0-mae:4456.28809 validation_1-mae:6026.98242 [1071] validation_0-mae:4455.37744 validation_1-mae:6026.74512 [1072] validation_0-mae:4454.68652 validation_1-mae:6026.72607 [1073] validation_0-mae:4453.06592 validation_1-mae:6025.96826 [1074] validation_0-mae:4451.67480 validation_1-mae:6026.11572 [1075] validation_0-mae:4450.77734 validation_1-mae:6025.96289 [1076] validation_0-mae:4449.63867 validation_1-mae:6026.06201 [1077] validation_0-mae:4448.88477 validation_1-mae:6026.12158 [1078] validation_0-mae:4448.31738 validation_1-mae:6026.44336 [1079] validation_0-mae:4447.36523 validation_1-mae:6025.83594 [1080] validation_0-mae:4446.25830 validation_1-mae:6025.23975 [1081] validation_0-mae:4444.82910 validation_1-mae:6025.11816 [1082] validation_0-mae:4444.07812 validation_1-mae:6025.12549 [1083] validation_0-mae:4443.43457 validation_1-mae:6025.24268 [1084] validation_0-mae:4442.87549 validation_1-mae:6025.57764 [1085] validation_0-mae:4442.13965 validation_1-mae:6025.79834 [1086] validation_0-mae:4441.50293 validation_1-mae:6026.08691 [1087] validation_0-mae:4440.26953 validation_1-mae:6026.12451 [1088] validation_0-mae:4438.99365 validation_1-mae:6025.74023 [1089] validation_0-mae:4437.79150 validation_1-mae:6025.90576 [1090] validation_0-mae:4436.37647 validation_1-mae:6025.37500 [1091] validation_0-mae:4435.03174 validation_1-mae:6025.09082 [1092] validation_0-mae:4434.40478 validation_1-mae:6025.13623 [1093] validation_0-mae:4433.41455 validation_1-mae:6025.36768 [1094] validation_0-mae:4431.47314 validation_1-mae:6024.65576 [1095] validation_0-mae:4429.90820 validation_1-mae:6024.39062 [1096] validation_0-mae:4427.94092 validation_1-mae:6023.73193 [1097] validation_0-mae:4426.86182 validation_1-mae:6023.57666 [1098] validation_0-mae:4425.99072 validation_1-mae:6023.46533 [1099] validation_0-mae:4424.58936 validation_1-mae:6023.03955 [1100] validation_0-mae:4423.58740 validation_1-mae:6022.73486 [1101] validation_0-mae:4422.26221 validation_1-mae:6022.76221 [1102] validation_0-mae:4421.15625 validation_1-mae:6023.07373 [1103] validation_0-mae:4420.59082 validation_1-mae:6022.72754 [1104] validation_0-mae:4419.20410 validation_1-mae:6022.61719 [1105] validation_0-mae:4417.77051 validation_1-mae:6021.92090 [1106] validation_0-mae:4416.87061 validation_1-mae:6022.22119 [1107] validation_0-mae:4415.15820 validation_1-mae:6022.47656 [1108] validation_0-mae:4413.63721 validation_1-mae:6021.77832 [1109] validation_0-mae:4412.75635 validation_1-mae:6021.31250 [1110] validation_0-mae:4411.71191 validation_1-mae:6021.15625 [1111] validation_0-mae:4409.54785 validation_1-mae:6021.64355 [1112] validation_0-mae:4408.36377 validation_1-mae:6021.67090 [1113] validation_0-mae:4407.51953 validation_1-mae:6022.14990 [1114] validation_0-mae:4406.57812 validation_1-mae:6021.73877 [1115] validation_0-mae:4405.50147 validation_1-mae:6022.06592 [1116] validation_0-mae:4404.94727 validation_1-mae:6021.73828 [1117] validation_0-mae:4404.88184 validation_1-mae:6021.68897 [1118] validation_0-mae:4404.47754 validation_1-mae:6021.42334 [1119] validation_0-mae:4403.50391 validation_1-mae:6021.39941 [1120] validation_0-mae:4401.91309 validation_1-mae:6021.62549 [1121] validation_0-mae:4400.29248 validation_1-mae:6021.04688 [1122] validation_0-mae:4399.39502 validation_1-mae:6021.79590 [1123] validation_0-mae:4398.42725 validation_1-mae:6022.43750 [1124] validation_0-mae:4396.93457 validation_1-mae:6022.70410 [1125] validation_0-mae:4395.75195 validation_1-mae:6022.63721 [1126] validation_0-mae:4394.69385 validation_1-mae:6022.45020 [1127] validation_0-mae:4393.89355 validation_1-mae:6021.89600 [1128] validation_0-mae:4391.95947 validation_1-mae:6021.21924 [1129] validation_0-mae:4390.48926 validation_1-mae:6022.13623 [1130] validation_0-mae:4389.50000 validation_1-mae:6022.25293 [1131] validation_0-mae:4388.14600 validation_1-mae:6021.86133 [1132] validation_0-mae:4387.49219 validation_1-mae:6021.45215 [1133] validation_0-mae:4386.32178 validation_1-mae:6021.86133 [1134] validation_0-mae:4385.53564 validation_1-mae:6021.69727 [1135] validation_0-mae:4384.91602 validation_1-mae:6021.81543 [1136] validation_0-mae:4383.86914 validation_1-mae:6021.65332 [1137] validation_0-mae:4382.77051 validation_1-mae:6020.99512 [1138] validation_0-mae:4381.71777 validation_1-mae:6020.78223 [1139] validation_0-mae:4380.67676 validation_1-mae:6021.25488 [1140] validation_0-mae:4379.83789 validation_1-mae:6020.99170 [1141] validation_0-mae:4379.25293 validation_1-mae:6021.01172 [1142] validation_0-mae:4378.00977 validation_1-mae:6020.48730 [1143] validation_0-mae:4377.31201 validation_1-mae:6020.77002 [1144] validation_0-mae:4376.46875 validation_1-mae:6020.82666 [1145] validation_0-mae:4375.75147 validation_1-mae:6020.86621 [1146] validation_0-mae:4374.69727 validation_1-mae:6020.69385 [1147] validation_0-mae:4373.88525 validation_1-mae:6020.69873 [1148] validation_0-mae:4372.80469 validation_1-mae:6020.89746 [1149] validation_0-mae:4372.17432 validation_1-mae:6020.83301 [1150] validation_0-mae:4371.23926 validation_1-mae:6021.15723 [1151] validation_0-mae:4370.83203 validation_1-mae:6021.06592 [1152] validation_0-mae:4370.10059 validation_1-mae:6021.24853 [1153] validation_0-mae:4369.49756 validation_1-mae:6021.07764 [1154] validation_0-mae:4368.87012 validation_1-mae:6021.24316 [1155] validation_0-mae:4367.68359 validation_1-mae:6021.25439 [1156] validation_0-mae:4366.36963 validation_1-mae:6021.19580 [1157] validation_0-mae:4364.69287 validation_1-mae:6021.41650 [1158] validation_0-mae:4362.83545 validation_1-mae:6021.66992 [1159] validation_0-mae:4362.10889 validation_1-mae:6021.67432 [1160] validation_0-mae:4361.68164 validation_1-mae:6021.43945 [1161] validation_0-mae:4361.53467 validation_1-mae:6021.52539 [1162] validation_0-mae:4361.37158 validation_1-mae:6021.50049 [1163] validation_0-mae:4361.13379 validation_1-mae:6021.46338 [1164] validation_0-mae:4359.82959 validation_1-mae:6022.16553 [1165] validation_0-mae:4359.00977 validation_1-mae:6021.76562 [1166] validation_0-mae:4358.40088 validation_1-mae:6022.11475 [1167] validation_0-mae:4357.74219 validation_1-mae:6022.13867 [1168] validation_0-mae:4356.63428 validation_1-mae:6021.69336 [1169] validation_0-mae:4355.60840 validation_1-mae:6021.41992 [1170] validation_0-mae:4354.65088 validation_1-mae:6020.89160 [1171] validation_0-mae:4352.91162 validation_1-mae:6020.18408 [1172] validation_0-mae:4352.50244 validation_1-mae:6020.17041 [1173] validation_0-mae:4351.33447 validation_1-mae:6020.14844 [1174] validation_0-mae:4350.12842 validation_1-mae:6020.85107 [1175] validation_0-mae:4349.15283 validation_1-mae:6020.49658 [1176] validation_0-mae:4347.93018 validation_1-mae:6020.25635 [1177] validation_0-mae:4347.29102 validation_1-mae:6020.01123 [1178] validation_0-mae:4346.28760 validation_1-mae:6019.75732 [1179] validation_0-mae:4345.56689 validation_1-mae:6019.76172 [1180] validation_0-mae:4345.38965 validation_1-mae:6019.72363 [1181] validation_0-mae:4344.35254 validation_1-mae:6019.45166 [1182] validation_0-mae:4343.91016 validation_1-mae:6019.80908 [1183] validation_0-mae:4343.15234 validation_1-mae:6019.61182 [1184] validation_0-mae:4342.39648 validation_1-mae:6019.75391 [1185] validation_0-mae:4341.08545 validation_1-mae:6020.06592 [1186] validation_0-mae:4339.84473 validation_1-mae:6020.57275 [1187] validation_0-mae:4339.08789 validation_1-mae:6020.37842 [1188] validation_0-mae:4339.06592 validation_1-mae:6020.35596 [1189] validation_0-mae:4338.32129 validation_1-mae:6020.13379 [1190] validation_0-mae:4337.79590 validation_1-mae:6020.21094 [1191] validation_0-mae:4337.27832 validation_1-mae:6020.51416 [1192] validation_0-mae:4336.06543 validation_1-mae:6020.51123 [1193] validation_0-mae:4334.80420 validation_1-mae:6019.62402 [1194] validation_0-mae:4333.84033 validation_1-mae:6019.46387 [1195] validation_0-mae:4333.20361 validation_1-mae:6018.94824 [1196] validation_0-mae:4332.68115 validation_1-mae:6018.89307 [1197] validation_0-mae:4332.15088 validation_1-mae:6018.66455 [1198] validation_0-mae:4331.05273 validation_1-mae:6018.35059 [1199] validation_0-mae:4329.74805 validation_1-mae:6017.93408 [1200] validation_0-mae:4328.20361 validation_1-mae:6017.52295 [1201] validation_0-mae:4326.14600 validation_1-mae:6016.74463 [1202] validation_0-mae:4325.33398 validation_1-mae:6016.87256 [1203] validation_0-mae:4324.41260 validation_1-mae:6017.03809 [1204] validation_0-mae:4323.36865 validation_1-mae:6016.79443 [1205] validation_0-mae:4322.58691 validation_1-mae:6016.92529 [1206] validation_0-mae:4322.13232 validation_1-mae:6017.08252 [1207] validation_0-mae:4321.49756 validation_1-mae:6017.27783 [1208] validation_0-mae:4320.40137 validation_1-mae:6016.38086 [1209] validation_0-mae:4319.53320 validation_1-mae:6016.18750 [1210] validation_0-mae:4318.90234 validation_1-mae:6015.83008 [1211] validation_0-mae:4317.80225 validation_1-mae:6015.49707 [1212] validation_0-mae:4315.57666 validation_1-mae:6014.21777 [1213] validation_0-mae:4314.16016 validation_1-mae:6014.03711 [1214] validation_0-mae:4313.34912 validation_1-mae:6014.18262 [1215] validation_0-mae:4312.51025 validation_1-mae:6014.14893 [1216] validation_0-mae:4311.00537 validation_1-mae:6013.85498 [1217] validation_0-mae:4310.48389 validation_1-mae:6014.01953 [1218] validation_0-mae:4310.22803 validation_1-mae:6013.99951 [1219] validation_0-mae:4308.89404 validation_1-mae:6014.09912 [1220] validation_0-mae:4307.44922 validation_1-mae:6013.61475 [1221] validation_0-mae:4306.18018 validation_1-mae:6013.01758 [1222] validation_0-mae:4305.20752 validation_1-mae:6012.86279 [1223] validation_0-mae:4304.13330 validation_1-mae:6013.31543 [1224] validation_0-mae:4303.25147 validation_1-mae:6013.66748 [1225] validation_0-mae:4302.39014 validation_1-mae:6013.55029 [1226] validation_0-mae:4302.13477 validation_1-mae:6013.55273 [1227] validation_0-mae:4300.87061 validation_1-mae:6013.72217 [1228] validation_0-mae:4300.05078 validation_1-mae:6013.55469 [1229] validation_0-mae:4299.14600 validation_1-mae:6013.33984 [1230] validation_0-mae:4297.57812 validation_1-mae:6013.22314 [1231] validation_0-mae:4296.61377 validation_1-mae:6012.66846 [1232] validation_0-mae:4295.05908 validation_1-mae:6013.17920 [1233] validation_0-mae:4293.28711 validation_1-mae:6012.42285 [1234] validation_0-mae:4292.03662 validation_1-mae:6012.76855 [1235] validation_0-mae:4290.87256 validation_1-mae:6012.46582 [1236] validation_0-mae:4290.02832 validation_1-mae:6012.26270 [1237] validation_0-mae:4288.21045 validation_1-mae:6012.06934 [1238] validation_0-mae:4287.51172 validation_1-mae:6012.05273 [1239] validation_0-mae:4286.36475 validation_1-mae:6011.99707 [1240] validation_0-mae:4285.57275 validation_1-mae:6011.81543 [1241] validation_0-mae:4285.09424 validation_1-mae:6011.87207 [1242] validation_0-mae:4284.56494 validation_1-mae:6011.94775 [1243] validation_0-mae:4283.73242 validation_1-mae:6012.40234 [1244] validation_0-mae:4283.40478 validation_1-mae:6012.41699 [1245] validation_0-mae:4283.05762 validation_1-mae:6012.23682 [1246] validation_0-mae:4282.85645 validation_1-mae:6012.21826 [1247] validation_0-mae:4282.20361 validation_1-mae:6012.04443 [1248] validation_0-mae:4281.22900 validation_1-mae:6012.22168 [1249] validation_0-mae:4280.54541 validation_1-mae:6012.64990 [1250] validation_0-mae:4280.14209 validation_1-mae:6012.73193 [1251] validation_0-mae:4279.47070 validation_1-mae:6012.79297 [1252] validation_0-mae:4278.09180 validation_1-mae:6012.94189 [1253] validation_0-mae:4276.29736 validation_1-mae:6012.66162 [1254] validation_0-mae:4275.47559 validation_1-mae:6012.54590 [1255] validation_0-mae:4274.54346 validation_1-mae:6012.39307 [1256] validation_0-mae:4273.76074 validation_1-mae:6012.56787 [1257] validation_0-mae:4272.05762 validation_1-mae:6012.33008 [1258] validation_0-mae:4270.87500 validation_1-mae:6012.13330 [1259] validation_0-mae:4269.88379 validation_1-mae:6012.15625 [1260] validation_0-mae:4268.49268 validation_1-mae:6013.01367 [1261] validation_0-mae:4267.12695 validation_1-mae:6012.47998 [1262] validation_0-mae:4266.10840 validation_1-mae:6012.68018 [1263] validation_0-mae:4264.93408 validation_1-mae:6013.11523 [1264] validation_0-mae:4263.70459 validation_1-mae:6013.09717 [1265] validation_0-mae:4263.00439 validation_1-mae:6013.05322 [1266] validation_0-mae:4262.13721 validation_1-mae:6012.72363 [1267] validation_0-mae:4260.89795 validation_1-mae:6012.70459 [1268] validation_0-mae:4259.89209 validation_1-mae:6012.97461 [1269] validation_0-mae:4258.72559 validation_1-mae:6013.58008 [1270] validation_0-mae:4257.66992 validation_1-mae:6013.36377 [1271] validation_0-mae:4256.71289 validation_1-mae:6013.15527 [1272] validation_0-mae:4256.10645 validation_1-mae:6013.02930 [1273] validation_0-mae:4254.64893 validation_1-mae:6012.40576 [1274] validation_0-mae:4253.55371 validation_1-mae:6012.47852 [1275] validation_0-mae:4252.05127 validation_1-mae:6011.74512 [1276] validation_0-mae:4251.24170 validation_1-mae:6011.83398 [1277] validation_0-mae:4250.12061 validation_1-mae:6011.90186 [1278] validation_0-mae:4249.74268 validation_1-mae:6011.83691 [1279] validation_0-mae:4249.13916 validation_1-mae:6011.78662 [1280] validation_0-mae:4248.43603 validation_1-mae:6011.77978 [1281] validation_0-mae:4247.46484 validation_1-mae:6012.03906 [1282] validation_0-mae:4246.55762 validation_1-mae:6011.75244 [1283] validation_0-mae:4245.12061 validation_1-mae:6010.93359 [1284] validation_0-mae:4244.12500 validation_1-mae:6010.86035 [1285] validation_0-mae:4242.69922 validation_1-mae:6011.18262 [1286] validation_0-mae:4241.98877 validation_1-mae:6011.22461 [1287] validation_0-mae:4241.40039 validation_1-mae:6011.13770 [1288] validation_0-mae:4240.79199 validation_1-mae:6011.18164 [1289] validation_0-mae:4240.38135 validation_1-mae:6011.09766 [1290] validation_0-mae:4239.58105 validation_1-mae:6011.12305 [1291] validation_0-mae:4238.55371 validation_1-mae:6011.34375 [1292] validation_0-mae:4237.60742 validation_1-mae:6011.62207 [1293] validation_0-mae:4236.19336 validation_1-mae:6011.44189 [1294] validation_0-mae:4234.56250 validation_1-mae:6010.95020 [1295] validation_0-mae:4233.26660 validation_1-mae:6011.08789 [1296] validation_0-mae:4232.75488 validation_1-mae:6011.16016 [1297] validation_0-mae:4231.48486 validation_1-mae:6010.73145 [1298] validation_0-mae:4230.35059 validation_1-mae:6010.39697 [1299] validation_0-mae:4228.57227 validation_1-mae:6010.69141 [1300] validation_0-mae:4227.43506 validation_1-mae:6010.28174 [1301] validation_0-mae:4226.66797 validation_1-mae:6010.29639 [1302] validation_0-mae:4225.51611 validation_1-mae:6010.39111 [1303] validation_0-mae:4224.34961 validation_1-mae:6010.11621 [1304] validation_0-mae:4223.58936 validation_1-mae:6010.13428 [1305] validation_0-mae:4222.97119 validation_1-mae:6010.17188 [1306] validation_0-mae:4222.11475 validation_1-mae:6009.80322 [1307] validation_0-mae:4220.85889 validation_1-mae:6009.36133 [1308] validation_0-mae:4219.54736 validation_1-mae:6009.33398 [1309] validation_0-mae:4218.25537 validation_1-mae:6008.84228 [1310] validation_0-mae:4216.92480 validation_1-mae:6008.58545 [1311] validation_0-mae:4215.78320 validation_1-mae:6008.15772 [1312] validation_0-mae:4214.62158 validation_1-mae:6008.37109 [1313] validation_0-mae:4213.87695 validation_1-mae:6008.29492 [1314] validation_0-mae:4213.50439 validation_1-mae:6008.48340 [1315] validation_0-mae:4213.10547 validation_1-mae:6008.78174 [1316] validation_0-mae:4212.68652 validation_1-mae:6008.93213 [1317] validation_0-mae:4212.19043 validation_1-mae:6008.75635 [1318] validation_0-mae:4211.71191 validation_1-mae:6008.71777 [1319] validation_0-mae:4211.51660 validation_1-mae:6008.90723 [1320] validation_0-mae:4211.44336 validation_1-mae:6008.94531 [1321] validation_0-mae:4210.67188 validation_1-mae:6008.79102 [1322] validation_0-mae:4209.96973 validation_1-mae:6008.67676 [1323] validation_0-mae:4208.61475 validation_1-mae:6008.29443 [1324] validation_0-mae:4208.44287 validation_1-mae:6008.31445 [1325] validation_0-mae:4208.35156 validation_1-mae:6008.33252 [1326] validation_0-mae:4207.30762 validation_1-mae:6007.69775 [1327] validation_0-mae:4206.29443 validation_1-mae:6007.81836 [1328] validation_0-mae:4205.88818 validation_1-mae:6007.65234 [1329] validation_0-mae:4205.05029 validation_1-mae:6007.24756 [1330] validation_0-mae:4204.63770 validation_1-mae:6007.40478 [1331] validation_0-mae:4204.01904 validation_1-mae:6007.29248 [1332] validation_0-mae:4203.26270 validation_1-mae:6007.32227 [1333] validation_0-mae:4202.98438 validation_1-mae:6007.28223 [1334] validation_0-mae:4202.37305 validation_1-mae:6007.38672 [1335] validation_0-mae:4201.05615 validation_1-mae:6007.58643 [1336] validation_0-mae:4200.38965 validation_1-mae:6007.43066 [1337] validation_0-mae:4198.83301 validation_1-mae:6007.32910 [1338] validation_0-mae:4197.88574 validation_1-mae:6007.52637 [1339] validation_0-mae:4197.06152 validation_1-mae:6007.45020 [1340] validation_0-mae:4195.77490 validation_1-mae:6007.15039 [1341] validation_0-mae:4194.61963 validation_1-mae:6007.45264 [1342] validation_0-mae:4193.49268 validation_1-mae:6007.28467 [1343] validation_0-mae:4192.72363 validation_1-mae:6006.96777 [1344] validation_0-mae:4191.84570 validation_1-mae:6006.82227 [1345] validation_0-mae:4190.71484 validation_1-mae:6006.70264 [1346] validation_0-mae:4189.87207 validation_1-mae:6006.53174 [1347] validation_0-mae:4189.20068 validation_1-mae:6006.42969 [1348] validation_0-mae:4188.48389 validation_1-mae:6006.46631 [1349] validation_0-mae:4187.96924 validation_1-mae:6006.47656 [1350] validation_0-mae:4187.19385 validation_1-mae:6006.36816 [1351] validation_0-mae:4186.88330 validation_1-mae:6006.44238 [1352] validation_0-mae:4185.70020 validation_1-mae:6006.50342 [1353] validation_0-mae:4185.04736 validation_1-mae:6006.54541 [1354] validation_0-mae:4184.35596 validation_1-mae:6006.80957 [1355] validation_0-mae:4183.47803 validation_1-mae:6006.43506 [1356] validation_0-mae:4182.12012 validation_1-mae:6006.51025 [1357] validation_0-mae:4180.66357 validation_1-mae:6006.75147 [1358] validation_0-mae:4179.78320 validation_1-mae:6006.44385 [1359] validation_0-mae:4179.21240 validation_1-mae:6006.48682 [1360] validation_0-mae:4178.01270 validation_1-mae:6006.59522 [1361] validation_0-mae:4176.55859 validation_1-mae:6006.81055 [1362] validation_0-mae:4175.42090 validation_1-mae:6006.70605 [1363] validation_0-mae:4173.84766 validation_1-mae:6006.83887 [1364] validation_0-mae:4172.53809 validation_1-mae:6006.47266 [1365] validation_0-mae:4171.94385 validation_1-mae:6006.52148 [1366] validation_0-mae:4171.39160 validation_1-mae:6006.43164 [1367] validation_0-mae:4170.78272 validation_1-mae:6006.84131 [1368] validation_0-mae:4170.04688 validation_1-mae:6006.85254 [1369] validation_0-mae:4169.29492 validation_1-mae:6006.88867 [1370] validation_0-mae:4168.54492 validation_1-mae:6006.93945 [1371] validation_0-mae:4168.15186 validation_1-mae:6006.72412 [1372] validation_0-mae:4166.93897 validation_1-mae:6006.27246 [1373] validation_0-mae:4166.31934 validation_1-mae:6006.02783 [1374] validation_0-mae:4164.47314 validation_1-mae:6006.28369 [1375] validation_0-mae:4163.74609 validation_1-mae:6006.20068 [1376] validation_0-mae:4163.63623 validation_1-mae:6006.31836 [1377] validation_0-mae:4161.97852 validation_1-mae:6005.17773 [1378] validation_0-mae:4160.31152 validation_1-mae:6005.19238 [1379] validation_0-mae:4159.24365 validation_1-mae:6005.56494 [1380] validation_0-mae:4157.98730 validation_1-mae:6005.73535 [1381] validation_0-mae:4156.88672 validation_1-mae:6005.97022 [1382] validation_0-mae:4155.88916 validation_1-mae:6006.66504 [1383] validation_0-mae:4154.69873 validation_1-mae:6006.75586 [1384] validation_0-mae:4153.71045 validation_1-mae:6006.36084 [1385] validation_0-mae:4152.51416 validation_1-mae:6006.47803 [1386] validation_0-mae:4151.35986 validation_1-mae:6005.24072 [1387] validation_0-mae:4150.33691 validation_1-mae:6005.12891 [1388] validation_0-mae:4149.96484 validation_1-mae:6005.09033 [1389] validation_0-mae:4149.43506 validation_1-mae:6005.07666 [1390] validation_0-mae:4148.76172 validation_1-mae:6005.03662 [1391] validation_0-mae:4148.27490 validation_1-mae:6005.03662 [1392] validation_0-mae:4148.25635 validation_1-mae:6005.05713 [1393] validation_0-mae:4147.31738 validation_1-mae:6004.75049 [1394] validation_0-mae:4146.64209 validation_1-mae:6004.73145 [1395] validation_0-mae:4145.38672 validation_1-mae:6004.78613 [1396] validation_0-mae:4144.28760 validation_1-mae:6004.52100 [1397] validation_0-mae:4143.26270 validation_1-mae:6004.69775 [1398] validation_0-mae:4141.99023 validation_1-mae:6004.57227 [1399] validation_0-mae:4141.56641 validation_1-mae:6004.50928 [1400] validation_0-mae:4140.64355 validation_1-mae:6003.95215 [1401] validation_0-mae:4140.22949 validation_1-mae:6003.82275 [1402] validation_0-mae:4139.71680 validation_1-mae:6003.85205 [1403] validation_0-mae:4139.51318 validation_1-mae:6003.85303 [1404] validation_0-mae:4139.40039 validation_1-mae:6003.79492 [1405] validation_0-mae:4138.62353 validation_1-mae:6004.15430 [1406] validation_0-mae:4137.40186 validation_1-mae:6004.11865 [1407] validation_0-mae:4136.48486 validation_1-mae:6003.91748 [1408] validation_0-mae:4135.95752 validation_1-mae:6004.08740 [1409] validation_0-mae:4135.79248 validation_1-mae:6004.03955 [1410] validation_0-mae:4134.79541 validation_1-mae:6004.21191 [1411] validation_0-mae:4133.63428 validation_1-mae:6004.07129 [1412] validation_0-mae:4132.35986 validation_1-mae:6004.14355 [1413] validation_0-mae:4131.33984 validation_1-mae:6004.11426 [1414] validation_0-mae:4130.65332 validation_1-mae:6004.11328 [1415] validation_0-mae:4130.39697 validation_1-mae:6004.12305 [1416] validation_0-mae:4130.36768 validation_1-mae:6004.08154 [1417] validation_0-mae:4129.76416 validation_1-mae:6003.90137 [1418] validation_0-mae:4129.04443 validation_1-mae:6003.89795 [1419] validation_0-mae:4127.91602 validation_1-mae:6004.14697 [1420] validation_0-mae:4127.26416 validation_1-mae:6004.04883 [1421] validation_0-mae:4126.89697 validation_1-mae:6003.92578 [1422] validation_0-mae:4126.21631 validation_1-mae:6003.62939 [1423] validation_0-mae:4126.17041 validation_1-mae:6003.62402 [1424] validation_0-mae:4126.10840 validation_1-mae:6003.85986 [1425] validation_0-mae:4125.40088 validation_1-mae:6003.97559 [1426] validation_0-mae:4124.78809 validation_1-mae:6003.99561 [1427] validation_0-mae:4124.10938 validation_1-mae:6003.89355 [1428] validation_0-mae:4123.09863 validation_1-mae:6003.85986 [1429] validation_0-mae:4122.80127 validation_1-mae:6003.84912 [1430] validation_0-mae:4121.63916 validation_1-mae:6003.33203 [1431] validation_0-mae:4120.91553 validation_1-mae:6003.15625 [1432] validation_0-mae:4119.58057 validation_1-mae:6003.15820 [1433] validation_0-mae:4118.37207 validation_1-mae:6003.08984 [1434] validation_0-mae:4117.85791 validation_1-mae:6003.13574 [1435] validation_0-mae:4116.84814 validation_1-mae:6003.14551 [1436] validation_0-mae:4116.11719 validation_1-mae:6003.14160 [1437] validation_0-mae:4115.01270 validation_1-mae:6003.27881 [1438] validation_0-mae:4113.39062 validation_1-mae:6003.23682 [1439] validation_0-mae:4112.74170 validation_1-mae:6003.28467 [1440] validation_0-mae:4111.06543 validation_1-mae:6002.86230 [1441] validation_0-mae:4109.73682 validation_1-mae:6002.87842 [1442] validation_0-mae:4107.89160 validation_1-mae:6002.67139 [1443] validation_0-mae:4106.72363 validation_1-mae:6002.59228 [1444] validation_0-mae:4105.52002 validation_1-mae:6002.83496 [1445] validation_0-mae:4104.46924 validation_1-mae:6002.78564 [1446] validation_0-mae:4103.14160 validation_1-mae:6002.62988 [1447] validation_0-mae:4102.00488 validation_1-mae:6002.42041 [1448] validation_0-mae:4101.30518 validation_1-mae:6002.46973 [1449] validation_0-mae:4099.89062 validation_1-mae:6002.40967 [1450] validation_0-mae:4098.77295 validation_1-mae:6002.53076 [1451] validation_0-mae:4097.74316 validation_1-mae:6002.93457 [1452] validation_0-mae:4097.10791 validation_1-mae:6002.72607 [1453] validation_0-mae:4096.56299 validation_1-mae:6002.69434 [1454] validation_0-mae:4095.93701 validation_1-mae:6002.49561 [1455] validation_0-mae:4094.91528 validation_1-mae:6002.89697 [1456] validation_0-mae:4094.35059 validation_1-mae:6003.20898 [1457] validation_0-mae:4093.54443 validation_1-mae:6002.96680 [1458] validation_0-mae:4093.01904 validation_1-mae:6003.21533 [1459] validation_0-mae:4091.74780 validation_1-mae:6003.23975 [1460] validation_0-mae:4091.22412 validation_1-mae:6003.30322 [1461] validation_0-mae:4090.30518 validation_1-mae:6003.34912 [1462] validation_0-mae:4089.02954 validation_1-mae:6003.54785 [1463] validation_0-mae:4088.56519 validation_1-mae:6003.55127 [1464] validation_0-mae:4088.16284 validation_1-mae:6003.35693 [1465] validation_0-mae:4087.49731 validation_1-mae:6003.16650 [1466] validation_0-mae:4086.91260 validation_1-mae:6003.09082 [1467] validation_0-mae:4085.93213 validation_1-mae:6003.12207 [1468] validation_0-mae:4085.06030 validation_1-mae:6003.25195 [1469] validation_0-mae:4083.73340 validation_1-mae:6003.27539 [1470] validation_0-mae:4083.02026 validation_1-mae:6003.83057 [1471] validation_0-mae:4081.32105 validation_1-mae:6003.64502 [1472] validation_0-mae:4080.93628 validation_1-mae:6003.95605 [1473] validation_0-mae:4080.20972 validation_1-mae:6003.81152 [1474] validation_0-mae:4079.59595 validation_1-mae:6003.79053 [1475] validation_0-mae:4077.91968 validation_1-mae:6003.46582 [1476] validation_0-mae:4077.20264 validation_1-mae:6003.96484 [1477] validation_0-mae:4075.84961 validation_1-mae:6003.95117 [1478] validation_0-mae:4075.16797 validation_1-mae:6004.05322 [1479] validation_0-mae:4074.43530 validation_1-mae:6004.33887 [1480] validation_0-mae:4073.37598 validation_1-mae:6004.17578 [1481] validation_0-mae:4072.66431 validation_1-mae:6004.11914 [1482] validation_0-mae:4072.05518 validation_1-mae:6004.62207 [1483] validation_0-mae:4071.88672 validation_1-mae:6004.69727 [1484] validation_0-mae:4071.73755 validation_1-mae:6004.61963 [1485] validation_0-mae:4071.71582 validation_1-mae:6004.62256 [1486] validation_0-mae:4071.31201 validation_1-mae:6004.66211 [1487] validation_0-mae:4070.41431 validation_1-mae:6004.84961 [1488] validation_0-mae:4069.77026 validation_1-mae:6004.52490 [1489] validation_0-mae:4068.93091 validation_1-mae:6004.64697 [1490] validation_0-mae:4068.35791 validation_1-mae:6004.54102 [1491] validation_0-mae:4067.49536 validation_1-mae:6004.64551 [1492] validation_0-mae:4066.89038 validation_1-mae:6004.34619 [1493] validation_0-mae:4066.32178 validation_1-mae:6004.39746 [1494] validation_0-mae:4065.77466 validation_1-mae:6004.80957 [1495] validation_0-mae:4065.28296 validation_1-mae:6005.00049 [1496] validation_0-mae:4064.69946 validation_1-mae:6005.56006 [1497] validation_0-mae:4064.01465 validation_1-mae:6005.83203 [1498] validation_0-mae:4063.44580 validation_1-mae:6005.91553 [1499] validation_0-mae:4062.42236 validation_1-mae:6006.03711 [1500] validation_0-mae:4061.29321 validation_1-mae:6006.06397 [1501] validation_0-mae:4060.68140 validation_1-mae:6006.42578 [1502] validation_0-mae:4059.18555 validation_1-mae:6006.66309 [1503] validation_0-mae:4058.52588 validation_1-mae:6006.58545 [1504] validation_0-mae:4057.73682 validation_1-mae:6006.77197 [1505] validation_0-mae:4056.50464 validation_1-mae:6006.79492 [1506] validation_0-mae:4056.05176 validation_1-mae:6006.64160 [1507] validation_0-mae:4055.63330 validation_1-mae:6006.87598 [1508] validation_0-mae:4054.46436 validation_1-mae:6006.54932 [1509] validation_0-mae:4054.04956 validation_1-mae:6006.79736 [1510] validation_0-mae:4053.92261 validation_1-mae:6006.70752 [1511] validation_0-mae:4052.41602 validation_1-mae:6007.44629 [1512] validation_0-mae:4052.36206 validation_1-mae:6007.47803 [1513] validation_0-mae:4051.62720 validation_1-mae:6007.38379 [1514] validation_0-mae:4050.61475 validation_1-mae:6007.73633 [1515] validation_0-mae:4049.92578 validation_1-mae:6007.76953 [1516] validation_0-mae:4049.47607 validation_1-mae:6007.76416 [1517] validation_0-mae:4048.94067 validation_1-mae:6007.88525 [1518] validation_0-mae:4048.22485 validation_1-mae:6007.94287 [1519] validation_0-mae:4047.33154 validation_1-mae:6007.69336 [1520] validation_0-mae:4046.53540 validation_1-mae:6007.59228 [1521] validation_0-mae:4044.99658 validation_1-mae:6007.92627 [1522] validation_0-mae:4044.27319 validation_1-mae:6007.93701 [1523] validation_0-mae:4042.73584 validation_1-mae:6007.38721 [1524] validation_0-mae:4041.72852 validation_1-mae:6007.60645 [1525] validation_0-mae:4040.77686 validation_1-mae:6007.50000 [1526] validation_0-mae:4039.92895 validation_1-mae:6007.66064 [1527] validation_0-mae:4039.41943 validation_1-mae:6007.36475 [1528] validation_0-mae:4038.85303 validation_1-mae:6007.70215 [1529] validation_0-mae:4037.78174 validation_1-mae:6008.22754 [1530] validation_0-mae:4037.07886 validation_1-mae:6007.94189 [1531] validation_0-mae:4035.76538 validation_1-mae:6007.22168 [1532] validation_0-mae:4035.11645 validation_1-mae:6006.95264 [1533] validation_0-mae:4034.77979 validation_1-mae:6006.99902 [1534] validation_0-mae:4033.95239 validation_1-mae:6006.87793 [1535] validation_0-mae:4032.91553 validation_1-mae:6006.21338 [1536] validation_0-mae:4031.99292 validation_1-mae:6006.10254 [1537] validation_0-mae:4031.13208 validation_1-mae:6006.00147 [1538] validation_0-mae:4030.67065 validation_1-mae:6006.00391 [1539] validation_0-mae:4030.04590 validation_1-mae:6006.30518 [1540] validation_0-mae:4028.91870 validation_1-mae:6006.44580 [1541] validation_0-mae:4028.11597 validation_1-mae:6006.26025 [1542] validation_0-mae:4027.06909 validation_1-mae:6005.89307 [1543] validation_0-mae:4026.36572 validation_1-mae:6006.08154 [1544] validation_0-mae:4025.19751 validation_1-mae:6005.99316 [1545] validation_0-mae:4024.40649 validation_1-mae:6006.15527 [1546] validation_0-mae:4022.60840 validation_1-mae:6005.58789 [1547] validation_0-mae:4022.31860 validation_1-mae:6005.83203 [1548] validation_0-mae:4021.70776 validation_1-mae:6005.64160 [1549] validation_0-mae:4021.31055 validation_1-mae:6005.76025 [1550] validation_0-mae:4020.80054 validation_1-mae:6005.49463 [1551] validation_0-mae:4020.18188 validation_1-mae:6005.36377 [1552] validation_0-mae:4019.52222 validation_1-mae:6005.43897 [1553] validation_0-mae:4018.90771 validation_1-mae:6005.58203 [1554] validation_0-mae:4018.35669 validation_1-mae:6005.98242 [1555] validation_0-mae:4017.79175 validation_1-mae:6006.29688 [1556] validation_0-mae:4017.27954 validation_1-mae:6005.97559 [1557] validation_0-mae:4016.56958 validation_1-mae:6005.83447 [1558] validation_0-mae:4015.40942 validation_1-mae:6005.44678 [1559] validation_0-mae:4014.89648 validation_1-mae:6005.14551 [1560] validation_0-mae:4014.13867 validation_1-mae:6005.03369 [1561] validation_0-mae:4013.57617 validation_1-mae:6005.06250 [1562] validation_0-mae:4013.21143 validation_1-mae:6005.21436 [1563] validation_0-mae:4012.95483 validation_1-mae:6005.14453 [1564] validation_0-mae:4012.62500 validation_1-mae:6005.39893 [1565] validation_0-mae:4012.37061 validation_1-mae:6005.35791 [1566] validation_0-mae:4011.72681 validation_1-mae:6005.28809 [1567] validation_0-mae:4010.91138 validation_1-mae:6005.39551 [1568] validation_0-mae:4010.38184 validation_1-mae:6005.14209 [1569] validation_0-mae:4009.80981 validation_1-mae:6005.35693 [1570] validation_0-mae:4008.57642 validation_1-mae:6005.56494 [1571] validation_0-mae:4007.51343 validation_1-mae:6005.55225 [1572] validation_0-mae:4006.95166 validation_1-mae:6005.75586 [1573] validation_0-mae:4006.51636 validation_1-mae:6005.84277 [1574] validation_0-mae:4005.37134 validation_1-mae:6006.04688 [1575] validation_0-mae:4004.17944 validation_1-mae:6005.97461 [1576] validation_0-mae:4003.54639 validation_1-mae:6006.04443 [1577] validation_0-mae:4002.71606 validation_1-mae:6005.55518 [1578] validation_0-mae:4001.81323 validation_1-mae:6005.45996 [1579] validation_0-mae:4001.02148 validation_1-mae:6005.99072 [1580] validation_0-mae:4000.21387 validation_1-mae:6005.39648 [1581] validation_0-mae:3999.42358 validation_1-mae:6005.20117 [1582] validation_0-mae:3998.46338 validation_1-mae:6005.09717 [1583] validation_0-mae:3998.03564 validation_1-mae:6005.09473 [1584] validation_0-mae:3997.17627 validation_1-mae:6004.98779 [1585] validation_0-mae:3996.39429 validation_1-mae:6005.09570 [1586] validation_0-mae:3995.94629 validation_1-mae:6005.05762 [1587] validation_0-mae:3995.31396 validation_1-mae:6005.13672 [1588] validation_0-mae:3994.72437 validation_1-mae:6005.06445 [1589] validation_0-mae:3993.72583 validation_1-mae:6004.89307 [1590] validation_0-mae:3993.63477 validation_1-mae:6004.91797 [1591] validation_0-mae:3992.70898 validation_1-mae:6004.54443 [1592] validation_0-mae:3991.70679 validation_1-mae:6004.72266 [1593] validation_0-mae:3990.31104 validation_1-mae:6004.44092 [1594] validation_0-mae:3988.90552 validation_1-mae:6004.41113 [1595] validation_0-mae:3988.06006 validation_1-mae:6004.59033 [1596] validation_0-mae:3987.11133 validation_1-mae:6004.57666 [1597] validation_0-mae:3986.30151 validation_1-mae:6004.68213 [1598] validation_0-mae:3985.82349 validation_1-mae:6004.55469 [1599] validation_0-mae:3984.61157 validation_1-mae:6004.20752 [1600] validation_0-mae:3983.18604 validation_1-mae:6003.80176 [1601] validation_0-mae:3982.14819 validation_1-mae:6004.31250 [1602] validation_0-mae:3981.71802 validation_1-mae:6004.46973 [1603] validation_0-mae:3980.79150 validation_1-mae:6004.44629 [1604] validation_0-mae:3980.66699 validation_1-mae:6004.30176 [1605] validation_0-mae:3979.42285 validation_1-mae:6004.36523 [1606] validation_0-mae:3978.97559 validation_1-mae:6004.66211 [1607] validation_0-mae:3978.58130 validation_1-mae:6004.56397 [1608] validation_0-mae:3978.07324 validation_1-mae:6004.41650 [1609] validation_0-mae:3978.04297 validation_1-mae:6004.41699 [1610] validation_0-mae:3977.48511 validation_1-mae:6004.10840 [1611] validation_0-mae:3976.89307 validation_1-mae:6004.13379 [1612] validation_0-mae:3975.82544 validation_1-mae:6003.69043 [1613] validation_0-mae:3974.97583 validation_1-mae:6003.77002 [1614] validation_0-mae:3973.74121 validation_1-mae:6003.63721 [1615] validation_0-mae:3973.27490 validation_1-mae:6003.64502 [1616] validation_0-mae:3972.29541 validation_1-mae:6004.11133 [1617] validation_0-mae:3971.41040 validation_1-mae:6003.89600 [1618] validation_0-mae:3970.35938 validation_1-mae:6003.48926 [1619] validation_0-mae:3969.74683 validation_1-mae:6003.82422 [1620] validation_0-mae:3969.05225 validation_1-mae:6003.51025 [1621] validation_0-mae:3968.28613 validation_1-mae:6003.57666 [1622] validation_0-mae:3967.54297 validation_1-mae:6003.39209 [1623] validation_0-mae:3966.39917 validation_1-mae:6003.09570 [1624] validation_0-mae:3966.00122 validation_1-mae:6003.14893 [1625] validation_0-mae:3965.20483 validation_1-mae:6003.19922 [1626] validation_0-mae:3964.06958 validation_1-mae:6003.51904 [1627] validation_0-mae:3963.13062 validation_1-mae:6003.36035 [1628] validation_0-mae:3962.46240 validation_1-mae:6003.09717 [1629] validation_0-mae:3961.58301 validation_1-mae:6003.18897 [1630] validation_0-mae:3960.97461 validation_1-mae:6002.89941 [1631] validation_0-mae:3960.30981 validation_1-mae:6002.97461 [1632] validation_0-mae:3959.31348 validation_1-mae:6002.83447 [1633] validation_0-mae:3958.52026 validation_1-mae:6002.92725 [1634] validation_0-mae:3957.54883 validation_1-mae:6003.19873 [1635] validation_0-mae:3956.43701 validation_1-mae:6003.20117 [1636] validation_0-mae:3955.97925 validation_1-mae:6003.45068 [1637] validation_0-mae:3954.83472 validation_1-mae:6003.17041 [1638] validation_0-mae:3953.73950 validation_1-mae:6003.07715 [1639] validation_0-mae:3953.10010 validation_1-mae:6002.75391 [1640] validation_0-mae:3952.12500 validation_1-mae:6003.18457 [1641] validation_0-mae:3951.11645 validation_1-mae:6003.78320 [1642] validation_0-mae:3950.18994 validation_1-mae:6004.43994 [1643] validation_0-mae:3948.94653 validation_1-mae:6004.85010 [1644] validation_0-mae:3948.10107 validation_1-mae:6005.25488 [1645] validation_0-mae:3947.22827 validation_1-mae:6005.59717 [1646] validation_0-mae:3946.57056 validation_1-mae:6005.46533 [1647] validation_0-mae:3945.57227 validation_1-mae:6005.36475 [1648] validation_0-mae:3944.62329 validation_1-mae:6005.43799 [1649] validation_0-mae:3943.26929 validation_1-mae:6005.87793 [1650] validation_0-mae:3941.79517 validation_1-mae:6005.68164 [1651] validation_0-mae:3941.01001 validation_1-mae:6005.66309 [1652] validation_0-mae:3939.59888 validation_1-mae:6006.08105 [1653] validation_0-mae:3938.76929 validation_1-mae:6005.77881 [1654] validation_0-mae:3937.47705 validation_1-mae:6005.77246 [1655] validation_0-mae:3936.85010 validation_1-mae:6006.00391 [1656] validation_0-mae:3935.73169 validation_1-mae:6006.04004 [1657] validation_0-mae:3935.48584 validation_1-mae:6006.13477 [1658] validation_0-mae:3934.96606 validation_1-mae:6006.33594 [1659] validation_0-mae:3933.61890 validation_1-mae:6006.09131 [1660] validation_0-mae:3932.40991 validation_1-mae:6005.70312 [1661] validation_0-mae:3931.43921 validation_1-mae:6005.94482 [1662] validation_0-mae:3930.98999 validation_1-mae:6006.20898 [1663] validation_0-mae:3929.84253 validation_1-mae:6006.34766 [1664] validation_0-mae:3929.01269 validation_1-mae:6006.32617 [1665] validation_0-mae:3928.20019 validation_1-mae:6006.07422 [1666] validation_0-mae:3927.29614 validation_1-mae:6005.95654 [1667] validation_0-mae:3926.56738 validation_1-mae:6005.41016 [1668] validation_0-mae:3926.02319 validation_1-mae:6005.51270 [1669] validation_0-mae:3925.61645 validation_1-mae:6005.38965 [1670] validation_0-mae:3924.48218 validation_1-mae:6005.49365 [1671] validation_0-mae:3923.87695 validation_1-mae:6005.66016 [1672] validation_0-mae:3922.99829 validation_1-mae:6006.19287 [1673] validation_0-mae:3922.25098 validation_1-mae:6005.93213 [1674] validation_0-mae:3920.80737 validation_1-mae:6005.52930 [1675] validation_0-mae:3920.14770 validation_1-mae:6005.26953 [1676] validation_0-mae:3919.11060 validation_1-mae:6005.32617 [1677] validation_0-mae:3917.69629 validation_1-mae:6005.53564 [1678] validation_0-mae:3916.65210 validation_1-mae:6005.25586 [1679] validation_0-mae:3915.21094 validation_1-mae:6005.68848 [1680] validation_0-mae:3914.47290 validation_1-mae:6006.07324 [1681] validation_0-mae:3913.42383 validation_1-mae:6006.23535 [1682] validation_0-mae:3912.95435 validation_1-mae:6006.22266 [1683] validation_0-mae:3912.68286 validation_1-mae:6006.21826 [1684] validation_0-mae:3912.12769 validation_1-mae:6006.34766 [1685] validation_0-mae:3911.62256 validation_1-mae:6006.41650 [1686] validation_0-mae:3910.99121 validation_1-mae:6006.26514 [1687] validation_0-mae:3910.53564 validation_1-mae:6006.14404 [1688] validation_0-mae:3909.42725 validation_1-mae:6005.91699 [1689] validation_0-mae:3908.36255 validation_1-mae:6005.87598 [1690] validation_0-mae:3907.41138 validation_1-mae:6005.89453 [1691] validation_0-mae:3906.86011 validation_1-mae:6005.73340 [1692] validation_0-mae:3906.50317 validation_1-mae:6005.51953 [1693] validation_0-mae:3905.27466 validation_1-mae:6004.98438 [1694] validation_0-mae:3903.77295 validation_1-mae:6004.25342 [1695] validation_0-mae:3902.60034 validation_1-mae:6004.40088 [1696] validation_0-mae:3902.05151 validation_1-mae:6004.34424 [1697] validation_0-mae:3900.76782 validation_1-mae:6004.74756 [1698] validation_0-mae:3900.13062 validation_1-mae:6004.89551 [1699] validation_0-mae:3899.38892 validation_1-mae:6004.72559 Dropping: skoda [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.80371 validation_1-mae:9622.95019 [14] validation_0-mae:9418.70606 validation_1-mae:9232.35547 [15] validation_0-mae:9084.22363 validation_1-mae:8904.93359 [16] validation_0-mae:8802.57812 validation_1-mae:8633.53809 [17] validation_0-mae:8567.55664 validation_1-mae:8407.92578 [18] validation_0-mae:8374.67871 validation_1-mae:8219.72754 [19] validation_0-mae:8212.53320 validation_1-mae:8065.88867 [20] validation_0-mae:8070.87695 validation_1-mae:7941.26172 [21] validation_0-mae:7947.77881 validation_1-mae:7833.56103 [22] validation_0-mae:7849.15967 validation_1-mae:7743.81397 [23] validation_0-mae:7765.23633 validation_1-mae:7672.24121 [24] validation_0-mae:7682.02734 validation_1-mae:7596.37891 [25] validation_0-mae:7610.41406 validation_1-mae:7535.21826 [26] validation_0-mae:7554.60059 validation_1-mae:7488.51855 [27] validation_0-mae:7495.69531 validation_1-mae:7436.89160 [28] validation_0-mae:7441.89746 validation_1-mae:7389.16895 [29] validation_0-mae:7395.40137 validation_1-mae:7346.92480 [30] validation_0-mae:7349.18311 validation_1-mae:7307.46875 [31] validation_0-mae:7319.36230 validation_1-mae:7287.61328 [32] validation_0-mae:7289.48926 validation_1-mae:7266.40430 [33] validation_0-mae:7252.72852 validation_1-mae:7237.44043 [34] validation_0-mae:7224.05762 validation_1-mae:7217.80225 [35] validation_0-mae:7201.49219 validation_1-mae:7203.26123 [36] validation_0-mae:7181.51270 validation_1-mae:7195.60156 [37] validation_0-mae:7153.21436 validation_1-mae:7171.51465 [38] validation_0-mae:7134.05859 validation_1-mae:7159.11670 [39] validation_0-mae:7116.33936 validation_1-mae:7149.18994 [40] validation_0-mae:7096.94971 validation_1-mae:7138.06006 [41] validation_0-mae:7078.23682 validation_1-mae:7128.51611 [42] validation_0-mae:7063.00293 validation_1-mae:7114.75049 [43] validation_0-mae:7045.64014 validation_1-mae:7101.66211 [44] validation_0-mae:7029.10645 validation_1-mae:7092.63477 [45] validation_0-mae:7010.79834 validation_1-mae:7081.20117 [46] validation_0-mae:6984.25830 validation_1-mae:7057.01660 [47] validation_0-mae:6967.93799 validation_1-mae:7041.55615 [48] validation_0-mae:6953.25977 validation_1-mae:7032.89746 [49] validation_0-mae:6942.51172 validation_1-mae:7025.15430 [50] validation_0-mae:6928.04541 validation_1-mae:7014.47510 [51] validation_0-mae:6912.21777 validation_1-mae:7004.63721 [52] validation_0-mae:6892.14209 validation_1-mae:6986.47900 [53] validation_0-mae:6880.87842 validation_1-mae:6977.86670 [54] validation_0-mae:6863.54834 validation_1-mae:6964.42041 [55] validation_0-mae:6845.66455 validation_1-mae:6950.04541 [56] validation_0-mae:6825.88281 validation_1-mae:6933.07812 [57] validation_0-mae:6814.23193 validation_1-mae:6925.68359 [58] validation_0-mae:6803.33887 validation_1-mae:6919.45752 [59] validation_0-mae:6794.44287 validation_1-mae:6911.90820 [60] validation_0-mae:6784.74561 validation_1-mae:6907.89600 [61] validation_0-mae:6773.68262 validation_1-mae:6900.72314 [62] validation_0-mae:6753.89160 validation_1-mae:6881.98584 [63] validation_0-mae:6742.32617 validation_1-mae:6874.37012 [64] validation_0-mae:6728.96143 validation_1-mae:6862.73682 [65] validation_0-mae:6711.60693 validation_1-mae:6850.80176 [66] validation_0-mae:6698.14404 validation_1-mae:6839.88574 [67] validation_0-mae:6687.51562 validation_1-mae:6836.52978 [68] validation_0-mae:6679.41797 validation_1-mae:6831.09522 [69] validation_0-mae:6669.42139 validation_1-mae:6824.35645 [70] validation_0-mae:6656.20801 validation_1-mae:6815.33740 [71] validation_0-mae:6642.70850 validation_1-mae:6805.31836 [72] validation_0-mae:6625.90186 validation_1-mae:6791.15723 [73] validation_0-mae:6615.70557 validation_1-mae:6785.87647 [74] validation_0-mae:6601.71094 validation_1-mae:6778.19336 [75] validation_0-mae:6592.98926 validation_1-mae:6771.03711 [76] validation_0-mae:6584.53857 validation_1-mae:6762.73096 [77] validation_0-mae:6571.64453 validation_1-mae:6752.19141 [78] validation_0-mae:6563.38184 validation_1-mae:6747.52246 [79] validation_0-mae:6552.18897 validation_1-mae:6740.71338 [80] validation_0-mae:6543.32422 validation_1-mae:6735.66455 [81] validation_0-mae:6536.08838 validation_1-mae:6731.79541 [82] validation_0-mae:6532.56592 validation_1-mae:6727.68897 [83] validation_0-mae:6523.06103 validation_1-mae:6722.36572 [84] validation_0-mae:6514.25586 validation_1-mae:6716.18115 [85] validation_0-mae:6502.84033 validation_1-mae:6708.11865 [86] validation_0-mae:6495.37012 validation_1-mae:6704.64453 [87] validation_0-mae:6483.89404 validation_1-mae:6694.31689 [88] validation_0-mae:6476.60449 validation_1-mae:6689.01465 [89] validation_0-mae:6473.34277 validation_1-mae:6686.64258 [90] validation_0-mae:6467.82715 validation_1-mae:6682.23730 [91] validation_0-mae:6459.64404 validation_1-mae:6675.62988 [92] validation_0-mae:6456.49609 validation_1-mae:6673.50879 [93] validation_0-mae:6449.20215 validation_1-mae:6670.11377 [94] validation_0-mae:6442.41406 validation_1-mae:6665.27100 [95] validation_0-mae:6436.32568 validation_1-mae:6660.37939 [96] validation_0-mae:6422.71191 validation_1-mae:6648.23291 [97] validation_0-mae:6418.81006 validation_1-mae:6645.21094 [98] validation_0-mae:6413.14844 validation_1-mae:6641.30518 [99] validation_0-mae:6406.05713 validation_1-mae:6635.62158 [100] validation_0-mae:6402.00586 validation_1-mae:6633.69580 [101] validation_0-mae:6393.21191 validation_1-mae:6628.15625 [102] validation_0-mae:6386.04688 validation_1-mae:6623.20947 [103] validation_0-mae:6375.92432 validation_1-mae:6614.34180 [104] validation_0-mae:6370.11035 validation_1-mae:6610.04492 [105] validation_0-mae:6366.89502 validation_1-mae:6609.25147 [106] validation_0-mae:6361.53906 validation_1-mae:6605.85547 [107] validation_0-mae:6354.46289 validation_1-mae:6600.30566 [108] validation_0-mae:6349.11328 validation_1-mae:6598.25977 [109] validation_0-mae:6342.32031 validation_1-mae:6592.85742 [110] validation_0-mae:6335.47998 validation_1-mae:6588.32129 [111] validation_0-mae:6333.04785 validation_1-mae:6586.30322 [112] validation_0-mae:6325.34668 validation_1-mae:6583.02100 [113] validation_0-mae:6322.09814 validation_1-mae:6580.90869 [114] validation_0-mae:6319.12109 validation_1-mae:6580.68799 [115] validation_0-mae:6309.78711 validation_1-mae:6573.42041 [116] validation_0-mae:6303.74707 validation_1-mae:6569.50977 [117] validation_0-mae:6297.89795 validation_1-mae:6566.72363 [118] validation_0-mae:6291.45068 validation_1-mae:6562.87939 [119] validation_0-mae:6277.60254 validation_1-mae:6554.57715 [120] validation_0-mae:6273.41553 validation_1-mae:6551.58496 [121] validation_0-mae:6271.71582 validation_1-mae:6549.85303 [122] validation_0-mae:6265.98242 validation_1-mae:6545.73145 [123] validation_0-mae:6262.21289 validation_1-mae:6544.32031 [124] validation_0-mae:6256.17969 validation_1-mae:6540.56445 [125] validation_0-mae:6251.41211 validation_1-mae:6539.24512 [126] validation_0-mae:6247.29785 validation_1-mae:6536.81201 [127] validation_0-mae:6241.05664 validation_1-mae:6532.59961 [128] validation_0-mae:6233.46728 validation_1-mae:6525.79346 [129] validation_0-mae:6228.54541 validation_1-mae:6523.20557 [130] validation_0-mae:6222.91064 validation_1-mae:6520.13525 [131] validation_0-mae:6217.29297 validation_1-mae:6516.17871 [132] validation_0-mae:6211.32373 validation_1-mae:6514.78125 [133] validation_0-mae:6206.19922 validation_1-mae:6512.59912 [134] validation_0-mae:6204.51172 validation_1-mae:6511.42334 [135] validation_0-mae:6199.41553 validation_1-mae:6509.41113 [136] validation_0-mae:6193.28760 validation_1-mae:6505.95557 [137] validation_0-mae:6189.75439 validation_1-mae:6504.12451 [138] validation_0-mae:6185.61475 validation_1-mae:6500.47461 [139] validation_0-mae:6181.52783 validation_1-mae:6499.81934 [140] validation_0-mae:6177.87988 validation_1-mae:6497.74951 [141] validation_0-mae:6165.74853 validation_1-mae:6488.32178 [142] validation_0-mae:6161.38477 validation_1-mae:6486.25000 [143] validation_0-mae:6156.52930 validation_1-mae:6483.80811 [144] validation_0-mae:6153.54102 validation_1-mae:6481.54248 [145] validation_0-mae:6149.50000 validation_1-mae:6479.60400 [146] validation_0-mae:6145.57080 validation_1-mae:6477.85889 [147] validation_0-mae:6140.87647 validation_1-mae:6474.87695 [148] validation_0-mae:6138.39893 validation_1-mae:6473.57666 [149] validation_0-mae:6133.00928 validation_1-mae:6471.98779 [150] validation_0-mae:6128.64111 validation_1-mae:6468.98096 [151] validation_0-mae:6124.38232 validation_1-mae:6466.85400 [152] validation_0-mae:6118.82764 validation_1-mae:6464.07275 [153] validation_0-mae:6117.25732 validation_1-mae:6462.99805 [154] validation_0-mae:6115.01270 validation_1-mae:6462.28662 [155] validation_0-mae:6108.09131 validation_1-mae:6457.96631 [156] validation_0-mae:6102.48877 validation_1-mae:6454.89844 [157] validation_0-mae:6097.11768 validation_1-mae:6451.64941 [158] validation_0-mae:6093.80420 validation_1-mae:6450.26611 [159] validation_0-mae:6091.38672 validation_1-mae:6449.10547 [160] validation_0-mae:6083.73828 validation_1-mae:6445.42383 [161] validation_0-mae:6078.28516 validation_1-mae:6443.00879 [162] validation_0-mae:6076.34473 validation_1-mae:6442.57861 [163] validation_0-mae:6073.40772 validation_1-mae:6441.03174 [164] validation_0-mae:6069.11279 validation_1-mae:6437.84277 [165] validation_0-mae:6066.76660 validation_1-mae:6436.90869 [166] validation_0-mae:6063.64258 validation_1-mae:6436.47314 [167] validation_0-mae:6058.06982 validation_1-mae:6436.29688 [168] validation_0-mae:6056.39453 validation_1-mae:6435.25977 [169] validation_0-mae:6052.09228 validation_1-mae:6432.37598 [170] validation_0-mae:6047.85156 validation_1-mae:6431.06250 [171] validation_0-mae:6043.10840 validation_1-mae:6430.06787 [172] validation_0-mae:6038.38184 validation_1-mae:6426.68164 [173] validation_0-mae:6033.96094 validation_1-mae:6426.91992 [174] validation_0-mae:6027.89404 validation_1-mae:6423.28320 [175] validation_0-mae:6026.40527 validation_1-mae:6423.00879 [176] validation_0-mae:6022.31738 validation_1-mae:6420.79590 [177] validation_0-mae:6019.76465 validation_1-mae:6419.02978 [178] validation_0-mae:6015.96191 validation_1-mae:6416.08643 [179] validation_0-mae:6013.56689 validation_1-mae:6415.44775 [180] validation_0-mae:6009.71045 validation_1-mae:6413.82080 [181] validation_0-mae:6005.06689 validation_1-mae:6411.90332 [182] validation_0-mae:6001.59961 validation_1-mae:6410.18994 [183] validation_0-mae:5997.75098 validation_1-mae:6410.67725 [184] validation_0-mae:5996.76758 validation_1-mae:6410.26465 [185] validation_0-mae:5996.00147 validation_1-mae:6410.35156 [186] validation_0-mae:5992.22461 validation_1-mae:6408.68066 [187] validation_0-mae:5988.73877 validation_1-mae:6407.33887 [188] validation_0-mae:5984.83398 validation_1-mae:6406.22510 [189] validation_0-mae:5976.14453 validation_1-mae:6401.83789 [190] validation_0-mae:5974.59766 validation_1-mae:6402.53906 [191] validation_0-mae:5970.93555 validation_1-mae:6399.75635 [192] validation_0-mae:5967.86572 validation_1-mae:6398.72705 [193] validation_0-mae:5964.44775 validation_1-mae:6398.00488 [194] validation_0-mae:5961.75586 validation_1-mae:6395.47070 [195] validation_0-mae:5957.73389 validation_1-mae:6396.22119 [196] validation_0-mae:5955.32373 validation_1-mae:6395.93506 [197] validation_0-mae:5951.54053 validation_1-mae:6393.54834 [198] validation_0-mae:5949.77295 validation_1-mae:6392.09131 [199] validation_0-mae:5945.36816 validation_1-mae:6388.61523 [200] validation_0-mae:5939.43018 validation_1-mae:6384.69092 [201] validation_0-mae:5936.08350 validation_1-mae:6383.14160 [202] validation_0-mae:5934.45947 validation_1-mae:6382.72949 [203] validation_0-mae:5930.30518 validation_1-mae:6380.86621 [204] validation_0-mae:5927.73047 validation_1-mae:6381.26562 [205] validation_0-mae:5926.41357 validation_1-mae:6380.94727 [206] validation_0-mae:5924.57324 validation_1-mae:6380.90186 [207] validation_0-mae:5921.85498 validation_1-mae:6380.59375 [208] validation_0-mae:5917.97461 validation_1-mae:6379.08301 [209] validation_0-mae:5914.18066 validation_1-mae:6377.42480 [210] validation_0-mae:5909.36133 validation_1-mae:6376.93945 [211] validation_0-mae:5908.33105 validation_1-mae:6376.58350 [212] validation_0-mae:5905.94043 validation_1-mae:6375.33008 [213] validation_0-mae:5904.19629 validation_1-mae:6374.93799 [214] validation_0-mae:5899.96777 validation_1-mae:6374.17676 [215] validation_0-mae:5897.63574 validation_1-mae:6375.03760 [216] validation_0-mae:5895.35547 validation_1-mae:6374.60449 [217] validation_0-mae:5891.41699 validation_1-mae:6371.53564 [218] validation_0-mae:5888.73779 validation_1-mae:6370.90332 [219] validation_0-mae:5886.96973 validation_1-mae:6370.39844 [220] validation_0-mae:5884.34961 validation_1-mae:6369.72022 [221] validation_0-mae:5882.34131 validation_1-mae:6369.30420 [222] validation_0-mae:5879.44775 validation_1-mae:6367.40674 [223] validation_0-mae:5875.75195 validation_1-mae:6366.04053 [224] validation_0-mae:5873.42041 validation_1-mae:6363.93115 [225] validation_0-mae:5870.53467 validation_1-mae:6362.55859 [226] validation_0-mae:5866.24170 validation_1-mae:6360.73779 [227] validation_0-mae:5865.43848 validation_1-mae:6360.79395 [228] validation_0-mae:5864.02832 validation_1-mae:6360.70508 [229] validation_0-mae:5860.96436 validation_1-mae:6359.65723 [230] validation_0-mae:5855.91992 validation_1-mae:6356.64258 [231] validation_0-mae:5850.85596 validation_1-mae:6356.11523 [232] validation_0-mae:5848.55518 validation_1-mae:6355.22266 [233] validation_0-mae:5847.33350 validation_1-mae:6355.00928 [234] validation_0-mae:5843.61230 validation_1-mae:6354.05664 [235] validation_0-mae:5841.00342 validation_1-mae:6352.12109 [236] validation_0-mae:5838.74365 validation_1-mae:6350.29736 [237] validation_0-mae:5836.47168 validation_1-mae:6349.76611 [238] validation_0-mae:5832.98926 validation_1-mae:6349.35986 [239] validation_0-mae:5831.79980 validation_1-mae:6350.09180 [240] validation_0-mae:5826.43799 validation_1-mae:6346.39453 [241] validation_0-mae:5824.80029 validation_1-mae:6346.74365 [242] validation_0-mae:5823.86719 validation_1-mae:6346.46680 [243] validation_0-mae:5821.36475 validation_1-mae:6346.02832 [244] validation_0-mae:5818.04980 validation_1-mae:6344.85205 [245] validation_0-mae:5816.24414 validation_1-mae:6343.23682 [246] validation_0-mae:5812.08154 validation_1-mae:6341.68506 [247] validation_0-mae:5806.70947 validation_1-mae:6341.46289 [248] validation_0-mae:5805.11768 validation_1-mae:6340.92725 [249] validation_0-mae:5801.93701 validation_1-mae:6340.39111 [250] validation_0-mae:5799.18066 validation_1-mae:6339.61182 [251] validation_0-mae:5796.46973 validation_1-mae:6338.55371 [252] validation_0-mae:5792.70947 validation_1-mae:6337.85498 [253] validation_0-mae:5790.44678 validation_1-mae:6337.20654 [254] validation_0-mae:5786.52881 validation_1-mae:6333.77490 [255] validation_0-mae:5786.20557 validation_1-mae:6333.77100 [256] validation_0-mae:5784.82324 validation_1-mae:6333.89648 [257] validation_0-mae:5783.04004 validation_1-mae:6333.14014 [258] validation_0-mae:5780.62012 validation_1-mae:6331.83789 [259] validation_0-mae:5778.72559 validation_1-mae:6331.82715 [260] validation_0-mae:5776.40478 validation_1-mae:6332.03564 [261] validation_0-mae:5769.65186 validation_1-mae:6328.17969 [262] validation_0-mae:5763.33496 validation_1-mae:6323.96045 [263] validation_0-mae:5758.79150 validation_1-mae:6323.49756 [264] validation_0-mae:5756.41943 validation_1-mae:6323.00684 [265] validation_0-mae:5753.01270 validation_1-mae:6322.18652 [266] validation_0-mae:5748.84326 validation_1-mae:6320.27637 [267] validation_0-mae:5747.13867 validation_1-mae:6319.86182 [268] validation_0-mae:5746.37353 validation_1-mae:6319.55762 [269] validation_0-mae:5745.59863 validation_1-mae:6319.87695 [270] validation_0-mae:5744.36816 validation_1-mae:6319.13428 [271] validation_0-mae:5739.93848 validation_1-mae:6317.46826 [272] validation_0-mae:5736.67627 validation_1-mae:6315.28613 [273] validation_0-mae:5734.28027 validation_1-mae:6314.35010 [274] validation_0-mae:5731.35400 validation_1-mae:6314.18652 [275] validation_0-mae:5728.24756 validation_1-mae:6314.23291 [276] validation_0-mae:5726.90772 validation_1-mae:6313.48877 [277] validation_0-mae:5725.62353 validation_1-mae:6313.42432 [278] validation_0-mae:5724.00000 validation_1-mae:6313.70508 [279] validation_0-mae:5721.00098 validation_1-mae:6313.93066 [280] validation_0-mae:5717.97900 validation_1-mae:6311.19678 [281] validation_0-mae:5716.02881 validation_1-mae:6310.51807 [282] validation_0-mae:5710.91260 validation_1-mae:6307.84522 [283] validation_0-mae:5707.54980 validation_1-mae:6305.40918 [284] validation_0-mae:5705.18115 validation_1-mae:6304.09424 [285] validation_0-mae:5702.83984 validation_1-mae:6303.57910 [286] validation_0-mae:5700.88965 validation_1-mae:6302.89355 [287] validation_0-mae:5699.10938 validation_1-mae:6302.16406 [288] validation_0-mae:5692.84180 validation_1-mae:6298.32959 [289] validation_0-mae:5687.00781 validation_1-mae:6295.62256 [290] validation_0-mae:5684.99902 validation_1-mae:6295.08545 [291] validation_0-mae:5683.35889 validation_1-mae:6294.92676 [292] validation_0-mae:5681.22461 validation_1-mae:6295.77344 [293] validation_0-mae:5677.33691 validation_1-mae:6294.08691 [294] validation_0-mae:5674.67627 validation_1-mae:6294.53613 [295] validation_0-mae:5672.15478 validation_1-mae:6292.99170 [296] validation_0-mae:5669.96631 validation_1-mae:6293.13574 [297] validation_0-mae:5667.41797 validation_1-mae:6292.58301 [298] validation_0-mae:5665.41992 validation_1-mae:6291.40918 [299] validation_0-mae:5663.79443 validation_1-mae:6290.42236 [300] validation_0-mae:5659.93359 validation_1-mae:6288.51611 [301] validation_0-mae:5656.87207 validation_1-mae:6287.06006 [302] validation_0-mae:5656.01123 validation_1-mae:6286.53760 [303] validation_0-mae:5654.42529 validation_1-mae:6286.55322 [304] validation_0-mae:5654.04590 validation_1-mae:6286.65039 [305] validation_0-mae:5650.99219 validation_1-mae:6285.65674 [306] validation_0-mae:5647.77881 validation_1-mae:6284.08838 [307] validation_0-mae:5644.88574 validation_1-mae:6283.20654 [308] validation_0-mae:5642.37744 validation_1-mae:6282.37793 [309] validation_0-mae:5640.25586 validation_1-mae:6281.91406 [310] validation_0-mae:5638.39648 validation_1-mae:6281.28369 [311] validation_0-mae:5635.90576 validation_1-mae:6279.83447 [312] validation_0-mae:5633.00879 validation_1-mae:6279.22559 [313] validation_0-mae:5632.29834 validation_1-mae:6278.62305 [314] validation_0-mae:5631.24951 validation_1-mae:6278.47119 [315] validation_0-mae:5627.80664 validation_1-mae:6278.23340 [316] validation_0-mae:5625.78809 validation_1-mae:6277.90869 [317] validation_0-mae:5622.41553 validation_1-mae:6276.11670 [318] validation_0-mae:5620.01318 validation_1-mae:6274.77490 [319] validation_0-mae:5616.76270 validation_1-mae:6273.38232 [320] validation_0-mae:5612.87500 validation_1-mae:6271.05273 [321] validation_0-mae:5611.36523 validation_1-mae:6270.81934 [322] validation_0-mae:5609.43945 validation_1-mae:6269.75195 [323] validation_0-mae:5607.64404 validation_1-mae:6268.85938 [324] validation_0-mae:5604.89502 validation_1-mae:6267.67578 [325] validation_0-mae:5603.08057 validation_1-mae:6268.24609 [326] validation_0-mae:5599.18311 validation_1-mae:6266.37549 [327] validation_0-mae:5595.89355 validation_1-mae:6264.44434 [328] validation_0-mae:5593.77978 validation_1-mae:6263.19189 [329] validation_0-mae:5592.67090 validation_1-mae:6263.22510 [330] validation_0-mae:5590.94873 validation_1-mae:6261.66846 [331] validation_0-mae:5588.55127 validation_1-mae:6261.04443 [332] validation_0-mae:5587.52393 validation_1-mae:6260.07227 [333] validation_0-mae:5584.24609 validation_1-mae:6258.34766 [334] validation_0-mae:5579.68799 validation_1-mae:6256.96631 [335] validation_0-mae:5577.60205 validation_1-mae:6256.57910 [336] validation_0-mae:5575.60303 validation_1-mae:6255.82764 [337] validation_0-mae:5573.66699 validation_1-mae:6255.39746 [338] validation_0-mae:5571.94482 validation_1-mae:6254.70508 [339] validation_0-mae:5567.50635 validation_1-mae:6253.36475 [340] validation_0-mae:5566.42627 validation_1-mae:6253.53906 [341] validation_0-mae:5563.35059 validation_1-mae:6252.05518 [342] validation_0-mae:5560.68994 validation_1-mae:6252.03369 [343] validation_0-mae:5559.49951 validation_1-mae:6251.20068 [344] validation_0-mae:5558.38330 validation_1-mae:6251.39600 [345] validation_0-mae:5555.23975 validation_1-mae:6249.82178 [346] validation_0-mae:5552.81152 validation_1-mae:6248.92969 [347] validation_0-mae:5551.74805 validation_1-mae:6249.29639 [348] validation_0-mae:5550.11084 validation_1-mae:6248.55908 [349] validation_0-mae:5548.06445 validation_1-mae:6247.87891 [350] validation_0-mae:5546.39453 validation_1-mae:6247.55322 [351] validation_0-mae:5543.54443 validation_1-mae:6246.63770 [352] validation_0-mae:5541.00537 validation_1-mae:6244.84424 [353] validation_0-mae:5538.82666 validation_1-mae:6244.64014 [354] validation_0-mae:5538.10938 validation_1-mae:6244.68506 [355] validation_0-mae:5537.69238 validation_1-mae:6244.85254 [356] validation_0-mae:5535.09912 validation_1-mae:6244.18164 [357] validation_0-mae:5533.15478 validation_1-mae:6243.73340 [358] validation_0-mae:5532.77197 validation_1-mae:6243.93457 [359] validation_0-mae:5532.08643 validation_1-mae:6243.56055 [360] validation_0-mae:5529.91016 validation_1-mae:6243.35254 [361] validation_0-mae:5529.29785 validation_1-mae:6243.38623 [362] validation_0-mae:5525.13965 validation_1-mae:6239.56934 [363] validation_0-mae:5522.83594 validation_1-mae:6238.94434 [364] validation_0-mae:5520.93408 validation_1-mae:6238.25244 [365] validation_0-mae:5519.53272 validation_1-mae:6238.51514 [366] validation_0-mae:5518.23096 validation_1-mae:6238.31006 [367] validation_0-mae:5516.61279 validation_1-mae:6237.47852 [368] validation_0-mae:5513.67432 validation_1-mae:6237.51025 [369] validation_0-mae:5510.29834 validation_1-mae:6237.16113 [370] validation_0-mae:5506.54736 validation_1-mae:6235.64990 [371] validation_0-mae:5504.87647 validation_1-mae:6234.50781 [372] validation_0-mae:5503.70898 validation_1-mae:6234.30518 [373] validation_0-mae:5503.05859 validation_1-mae:6234.42334 [374] validation_0-mae:5500.91797 validation_1-mae:6234.23291 [375] validation_0-mae:5498.64160 validation_1-mae:6233.97852 [376] validation_0-mae:5496.27881 validation_1-mae:6232.71973 [377] validation_0-mae:5494.61182 validation_1-mae:6231.92920 [378] validation_0-mae:5492.43213 validation_1-mae:6230.67773 [379] validation_0-mae:5488.49658 validation_1-mae:6228.64990 [380] validation_0-mae:5486.99756 validation_1-mae:6229.18603 [381] validation_0-mae:5483.29590 validation_1-mae:6228.11475 [382] validation_0-mae:5479.47314 validation_1-mae:6226.28809 [383] validation_0-mae:5474.31543 validation_1-mae:6223.99072 [384] validation_0-mae:5472.49805 validation_1-mae:6223.83252 [385] validation_0-mae:5471.17285 validation_1-mae:6223.30518 [386] validation_0-mae:5468.34326 validation_1-mae:6222.55811 [387] validation_0-mae:5467.06348 validation_1-mae:6222.01270 [388] validation_0-mae:5466.54590 validation_1-mae:6221.93506 [389] validation_0-mae:5465.55127 validation_1-mae:6221.70068 [390] validation_0-mae:5463.53711 validation_1-mae:6220.55273 [391] validation_0-mae:5462.88184 validation_1-mae:6220.61279 [392] validation_0-mae:5462.29346 validation_1-mae:6220.81299 [393] validation_0-mae:5461.22998 validation_1-mae:6220.91846 [394] validation_0-mae:5459.16064 validation_1-mae:6219.37891 [395] validation_0-mae:5457.18066 validation_1-mae:6220.06250 [396] validation_0-mae:5456.74170 validation_1-mae:6219.91016 [397] validation_0-mae:5452.66943 validation_1-mae:6217.30859 [398] validation_0-mae:5450.15039 validation_1-mae:6216.96289 [399] validation_0-mae:5448.19043 validation_1-mae:6216.58594 [400] validation_0-mae:5444.41309 validation_1-mae:6214.48438 [401] validation_0-mae:5442.39600 validation_1-mae:6214.26270 [402] validation_0-mae:5441.11426 validation_1-mae:6214.37598 [403] validation_0-mae:5440.26221 validation_1-mae:6213.85693 [404] validation_0-mae:5439.75195 validation_1-mae:6213.58496 [405] validation_0-mae:5435.25439 validation_1-mae:6211.65332 [406] validation_0-mae:5433.56103 validation_1-mae:6211.91113 [407] validation_0-mae:5432.15234 validation_1-mae:6211.20801 [408] validation_0-mae:5429.13916 validation_1-mae:6210.36670 [409] validation_0-mae:5424.39307 validation_1-mae:6208.34522 [410] validation_0-mae:5422.32666 validation_1-mae:6207.70557 [411] validation_0-mae:5418.42529 validation_1-mae:6205.53076 [412] validation_0-mae:5415.93213 validation_1-mae:6204.03906 [413] validation_0-mae:5412.61523 validation_1-mae:6202.30762 [414] validation_0-mae:5408.29541 validation_1-mae:6200.19482 [415] validation_0-mae:5406.65820 validation_1-mae:6199.85400 [416] validation_0-mae:5406.31299 validation_1-mae:6199.87109 [417] validation_0-mae:5404.48193 validation_1-mae:6199.38525 [418] validation_0-mae:5403.39258 validation_1-mae:6199.73389 [419] validation_0-mae:5399.27539 validation_1-mae:6198.32373 [420] validation_0-mae:5396.63818 validation_1-mae:6198.43115 [421] validation_0-mae:5395.24658 validation_1-mae:6197.53857 [422] validation_0-mae:5391.60791 validation_1-mae:6194.70508 [423] validation_0-mae:5389.72217 validation_1-mae:6193.07764 [424] validation_0-mae:5387.60742 validation_1-mae:6192.49805 [425] validation_0-mae:5384.87061 validation_1-mae:6190.67822 [426] validation_0-mae:5384.45801 validation_1-mae:6190.70996 [427] validation_0-mae:5383.82373 validation_1-mae:6190.25537 [428] validation_0-mae:5382.27002 validation_1-mae:6189.82617 [429] validation_0-mae:5380.62158 validation_1-mae:6189.35938 [430] validation_0-mae:5376.39990 validation_1-mae:6186.39551 [431] validation_0-mae:5372.36523 validation_1-mae:6184.87158 [432] validation_0-mae:5368.60400 validation_1-mae:6184.20459 [433] validation_0-mae:5366.15186 validation_1-mae:6183.63818 [434] validation_0-mae:5362.00049 validation_1-mae:6182.21191 [435] validation_0-mae:5359.22705 validation_1-mae:6179.78760 [436] validation_0-mae:5357.92480 validation_1-mae:6179.96387 [437] validation_0-mae:5356.31982 validation_1-mae:6180.50879 [438] validation_0-mae:5355.18945 validation_1-mae:6180.44385 [439] validation_0-mae:5354.06201 validation_1-mae:6179.88721 [440] validation_0-mae:5351.98340 validation_1-mae:6178.85986 [441] validation_0-mae:5350.89502 validation_1-mae:6178.51904 [442] validation_0-mae:5350.39502 validation_1-mae:6178.36328 [443] validation_0-mae:5345.32422 validation_1-mae:6175.83496 [444] validation_0-mae:5342.02100 validation_1-mae:6174.36914 [445] validation_0-mae:5339.24805 validation_1-mae:6172.81934 [446] validation_0-mae:5337.98096 validation_1-mae:6172.05273 [447] validation_0-mae:5334.52246 validation_1-mae:6169.55469 [448] validation_0-mae:5330.85254 validation_1-mae:6167.22412 [449] validation_0-mae:5329.96924 validation_1-mae:6166.83984 [450] validation_0-mae:5328.82861 validation_1-mae:6167.08936 [451] validation_0-mae:5327.15869 validation_1-mae:6167.02588 [452] validation_0-mae:5322.71924 validation_1-mae:6165.14600 [453] validation_0-mae:5321.01514 validation_1-mae:6165.98975 [454] validation_0-mae:5319.60596 validation_1-mae:6165.91699 [455] validation_0-mae:5318.16699 validation_1-mae:6165.79199 [456] validation_0-mae:5317.45312 validation_1-mae:6165.79199 [457] validation_0-mae:5315.66406 validation_1-mae:6165.52490 [458] validation_0-mae:5314.26660 validation_1-mae:6165.26660 [459] validation_0-mae:5312.76562 validation_1-mae:6165.13184 [460] validation_0-mae:5311.76709 validation_1-mae:6165.60010 [461] validation_0-mae:5308.45020 validation_1-mae:6164.77588 [462] validation_0-mae:5306.12842 validation_1-mae:6163.50488 [463] validation_0-mae:5305.08545 validation_1-mae:6163.25586 [464] validation_0-mae:5304.08301 validation_1-mae:6162.95215 [465] validation_0-mae:5301.91162 validation_1-mae:6162.12061 [466] validation_0-mae:5299.98584 validation_1-mae:6161.68555 [467] validation_0-mae:5298.99853 validation_1-mae:6161.03418 [468] validation_0-mae:5298.66016 validation_1-mae:6161.19141 [469] validation_0-mae:5297.69043 validation_1-mae:6160.92676 [470] validation_0-mae:5295.94189 validation_1-mae:6160.27637 [471] validation_0-mae:5292.45996 validation_1-mae:6159.70312 [472] validation_0-mae:5291.50830 validation_1-mae:6159.67529 [473] validation_0-mae:5289.81641 validation_1-mae:6159.15576 [474] validation_0-mae:5288.74219 validation_1-mae:6159.13135 [475] validation_0-mae:5284.03272 validation_1-mae:6155.70068 [476] validation_0-mae:5281.70264 validation_1-mae:6154.72168 [477] validation_0-mae:5277.83203 validation_1-mae:6154.61084 [478] validation_0-mae:5274.93164 validation_1-mae:6153.84424 [479] validation_0-mae:5272.60010 validation_1-mae:6153.62256 [480] validation_0-mae:5270.46045 validation_1-mae:6153.15186 [481] validation_0-mae:5268.69141 validation_1-mae:6152.99853 [482] validation_0-mae:5266.41553 validation_1-mae:6153.01758 [483] validation_0-mae:5262.28564 validation_1-mae:6152.13330 [484] validation_0-mae:5258.61328 validation_1-mae:6153.08643 [485] validation_0-mae:5257.01953 validation_1-mae:6152.33057 [486] validation_0-mae:5254.81445 validation_1-mae:6151.04346 [487] validation_0-mae:5253.92432 validation_1-mae:6150.83105 [488] validation_0-mae:5252.36035 validation_1-mae:6150.69531 [489] validation_0-mae:5252.12891 validation_1-mae:6150.63623 [490] validation_0-mae:5249.07812 validation_1-mae:6150.81836 [491] validation_0-mae:5246.99805 validation_1-mae:6150.70752 [492] validation_0-mae:5243.67627 validation_1-mae:6149.61230 [493] validation_0-mae:5242.34522 validation_1-mae:6149.57568 [494] validation_0-mae:5241.33643 validation_1-mae:6149.51953 [495] validation_0-mae:5239.56543 validation_1-mae:6149.18603 [496] validation_0-mae:5237.28223 validation_1-mae:6148.73145 [497] validation_0-mae:5233.83350 validation_1-mae:6147.22461 [498] validation_0-mae:5231.75635 validation_1-mae:6146.51318 [499] validation_0-mae:5229.08594 validation_1-mae:6146.91309 [500] validation_0-mae:5225.60498 validation_1-mae:6145.97656 [501] validation_0-mae:5223.88232 validation_1-mae:6145.59912 [502] validation_0-mae:5222.23145 validation_1-mae:6145.02051 [503] validation_0-mae:5221.13135 validation_1-mae:6144.27783 [504] validation_0-mae:5219.61182 validation_1-mae:6143.31982 [505] validation_0-mae:5218.17041 validation_1-mae:6142.66357 [506] validation_0-mae:5216.34863 validation_1-mae:6141.68506 [507] validation_0-mae:5215.13721 validation_1-mae:6141.65527 [508] validation_0-mae:5213.21191 validation_1-mae:6141.02832 [509] validation_0-mae:5210.77978 validation_1-mae:6141.35254 [510] validation_0-mae:5208.28809 validation_1-mae:6140.41553 [511] validation_0-mae:5205.90332 validation_1-mae:6139.83057 [512] validation_0-mae:5203.23047 validation_1-mae:6139.14453 [513] validation_0-mae:5201.32812 validation_1-mae:6139.25781 [514] validation_0-mae:5200.23145 validation_1-mae:6138.99365 [515] validation_0-mae:5197.68408 validation_1-mae:6138.90967 [516] validation_0-mae:5195.90772 validation_1-mae:6138.27978 [517] validation_0-mae:5191.05322 validation_1-mae:6135.57715 [518] validation_0-mae:5189.88672 validation_1-mae:6135.13672 [519] validation_0-mae:5188.83936 validation_1-mae:6135.10352 [520] validation_0-mae:5187.89258 validation_1-mae:6135.02295 [521] validation_0-mae:5186.19580 validation_1-mae:6135.39404 [522] validation_0-mae:5184.96728 validation_1-mae:6135.76221 [523] validation_0-mae:5183.38428 validation_1-mae:6135.73535 [524] validation_0-mae:5181.94482 validation_1-mae:6135.69727 [525] validation_0-mae:5181.43701 validation_1-mae:6135.52002 [526] validation_0-mae:5179.72852 validation_1-mae:6135.93018 [527] validation_0-mae:5178.44434 validation_1-mae:6136.52344 [528] validation_0-mae:5178.18311 validation_1-mae:6136.76611 [529] validation_0-mae:5175.20752 validation_1-mae:6134.96875 [530] validation_0-mae:5172.85205 validation_1-mae:6133.72070 [531] validation_0-mae:5172.23340 validation_1-mae:6133.81494 [532] validation_0-mae:5171.66113 validation_1-mae:6134.01514 [533] validation_0-mae:5169.79053 validation_1-mae:6134.22852 [534] validation_0-mae:5167.25049 validation_1-mae:6133.47559 [535] validation_0-mae:5163.04492 validation_1-mae:6131.55762 [536] validation_0-mae:5161.16260 validation_1-mae:6130.72022 [537] validation_0-mae:5159.12891 validation_1-mae:6131.24463 [538] validation_0-mae:5157.90039 validation_1-mae:6131.10645 [539] validation_0-mae:5155.78125 validation_1-mae:6130.15186 [540] validation_0-mae:5152.75781 validation_1-mae:6129.15820 [541] validation_0-mae:5150.52197 validation_1-mae:6128.36768 [542] validation_0-mae:5149.05322 validation_1-mae:6128.19141 [543] validation_0-mae:5147.22022 validation_1-mae:6127.29492 [544] validation_0-mae:5145.54053 validation_1-mae:6127.03809 [545] validation_0-mae:5144.72461 validation_1-mae:6126.93945 [546] validation_0-mae:5143.07764 validation_1-mae:6126.14258 [547] validation_0-mae:5142.40186 validation_1-mae:6126.16943 [548] validation_0-mae:5140.24121 validation_1-mae:6125.37061 [549] validation_0-mae:5138.70264 validation_1-mae:6124.72656 [550] validation_0-mae:5137.63379 validation_1-mae:6124.81543 [551] validation_0-mae:5136.09277 validation_1-mae:6124.42090 [552] validation_0-mae:5134.48828 validation_1-mae:6123.88770 [553] validation_0-mae:5133.83154 validation_1-mae:6123.88281 [554] validation_0-mae:5131.85449 validation_1-mae:6123.95068 [555] validation_0-mae:5127.56641 validation_1-mae:6121.61719 [556] validation_0-mae:5125.87402 validation_1-mae:6121.44141 [557] validation_0-mae:5124.00928 validation_1-mae:6120.54541 [558] validation_0-mae:5121.61377 validation_1-mae:6120.04639 [559] validation_0-mae:5120.04248 validation_1-mae:6120.07178 [560] validation_0-mae:5117.97656 validation_1-mae:6119.76660 [561] validation_0-mae:5116.83984 validation_1-mae:6119.67920 [562] validation_0-mae:5116.23145 validation_1-mae:6119.53613 [563] validation_0-mae:5115.65039 validation_1-mae:6119.61426 [564] validation_0-mae:5113.78955 validation_1-mae:6118.92578 [565] validation_0-mae:5111.91553 validation_1-mae:6118.51514 [566] validation_0-mae:5111.10107 validation_1-mae:6118.58594 [567] validation_0-mae:5110.20850 validation_1-mae:6118.94336 [568] validation_0-mae:5107.95605 validation_1-mae:6118.38965 [569] validation_0-mae:5107.78076 validation_1-mae:6118.21484 [570] validation_0-mae:5106.65137 validation_1-mae:6117.85742 [571] validation_0-mae:5105.44336 validation_1-mae:6117.75537 [572] validation_0-mae:5104.80420 validation_1-mae:6117.40478 [573] validation_0-mae:5103.17334 validation_1-mae:6116.70557 [574] validation_0-mae:5102.00147 validation_1-mae:6116.43750 [575] validation_0-mae:5099.65723 validation_1-mae:6116.01123 [576] validation_0-mae:5095.99707 validation_1-mae:6114.66797 [577] validation_0-mae:5092.91650 validation_1-mae:6114.80127 [578] validation_0-mae:5091.62695 validation_1-mae:6113.94873 [579] validation_0-mae:5090.23877 validation_1-mae:6113.74512 [580] validation_0-mae:5088.35059 validation_1-mae:6113.04688 [581] validation_0-mae:5086.86670 validation_1-mae:6112.82080 [582] validation_0-mae:5085.93555 validation_1-mae:6113.19336 [583] validation_0-mae:5085.40430 validation_1-mae:6113.04883 [584] validation_0-mae:5084.34619 validation_1-mae:6112.76904 [585] validation_0-mae:5080.49561 validation_1-mae:6110.90674 [586] validation_0-mae:5078.11621 validation_1-mae:6109.22119 [587] validation_0-mae:5076.70654 validation_1-mae:6108.05615 [588] validation_0-mae:5074.21387 validation_1-mae:6107.99902 [589] validation_0-mae:5071.95801 validation_1-mae:6106.78711 [590] validation_0-mae:5069.17627 validation_1-mae:6104.71728 [591] validation_0-mae:5067.88672 validation_1-mae:6104.85498 [592] validation_0-mae:5066.06445 validation_1-mae:6105.15918 [593] validation_0-mae:5064.69678 validation_1-mae:6104.68945 [594] validation_0-mae:5063.03857 validation_1-mae:6104.01514 [595] validation_0-mae:5060.35449 validation_1-mae:6103.58594 [596] validation_0-mae:5057.68262 validation_1-mae:6103.41650 [597] validation_0-mae:5056.17627 validation_1-mae:6102.33301 [598] validation_0-mae:5054.30127 validation_1-mae:6102.74951 [599] validation_0-mae:5051.99072 validation_1-mae:6103.53857 [600] validation_0-mae:5050.01758 validation_1-mae:6104.23145 [601] validation_0-mae:5048.86035 validation_1-mae:6103.42334 [602] validation_0-mae:5047.60498 validation_1-mae:6103.32764 [603] validation_0-mae:5046.96338 validation_1-mae:6103.10986 [604] validation_0-mae:5046.61426 validation_1-mae:6103.62207 [605] validation_0-mae:5044.38232 validation_1-mae:6103.08545 [606] validation_0-mae:5040.75098 validation_1-mae:6101.80322 [607] validation_0-mae:5037.98193 validation_1-mae:6102.05566 [608] validation_0-mae:5035.94531 validation_1-mae:6102.30469 [609] validation_0-mae:5034.94775 validation_1-mae:6102.33203 [610] validation_0-mae:5032.05957 validation_1-mae:6101.34033 [611] validation_0-mae:5029.97998 validation_1-mae:6100.82715 [612] validation_0-mae:5029.27490 validation_1-mae:6100.61816 [613] validation_0-mae:5028.00781 validation_1-mae:6101.15430 [614] validation_0-mae:5025.90576 validation_1-mae:6100.65576 [615] validation_0-mae:5024.07373 validation_1-mae:6100.04297 [616] validation_0-mae:5020.91113 validation_1-mae:6098.64648 [617] validation_0-mae:5019.67627 validation_1-mae:6098.89014 [618] validation_0-mae:5018.52637 validation_1-mae:6098.66455 [619] validation_0-mae:5018.05273 validation_1-mae:6099.04053 [620] validation_0-mae:5015.92627 validation_1-mae:6098.63428 [621] validation_0-mae:5014.76953 validation_1-mae:6098.84570 [622] validation_0-mae:5011.63672 validation_1-mae:6098.10107 [623] validation_0-mae:5010.53320 validation_1-mae:6098.37158 [624] validation_0-mae:5008.25391 validation_1-mae:6097.35938 [625] validation_0-mae:5007.10449 validation_1-mae:6097.29395 [626] validation_0-mae:5005.99609 validation_1-mae:6097.23438 [627] validation_0-mae:5003.91602 validation_1-mae:6096.44287 [628] validation_0-mae:5002.90820 validation_1-mae:6095.94727 [629] validation_0-mae:5002.07715 validation_1-mae:6096.07764 [630] validation_0-mae:5000.46631 validation_1-mae:6096.43897 [631] validation_0-mae:4998.37353 validation_1-mae:6096.55859 [632] validation_0-mae:4996.51709 validation_1-mae:6095.74023 [633] validation_0-mae:4993.56787 validation_1-mae:6093.74121 [634] validation_0-mae:4992.82373 validation_1-mae:6093.87158 [635] validation_0-mae:4990.95752 validation_1-mae:6093.82861 [636] validation_0-mae:4989.59082 validation_1-mae:6093.68945 [637] validation_0-mae:4988.91797 validation_1-mae:6093.68701 [638] validation_0-mae:4988.37549 validation_1-mae:6093.36914 [639] validation_0-mae:4987.50195 validation_1-mae:6092.99365 [640] validation_0-mae:4985.55615 validation_1-mae:6092.58887 [641] validation_0-mae:4984.67188 validation_1-mae:6092.41162 [642] validation_0-mae:4983.44629 validation_1-mae:6092.64014 [643] validation_0-mae:4981.29932 validation_1-mae:6091.34326 [644] validation_0-mae:4980.83984 validation_1-mae:6091.37988 [645] validation_0-mae:4980.11279 validation_1-mae:6091.15967 [646] validation_0-mae:4978.77588 validation_1-mae:6090.81250 [647] validation_0-mae:4977.01367 validation_1-mae:6089.69873 [648] validation_0-mae:4974.12695 validation_1-mae:6089.09912 [649] validation_0-mae:4972.34766 validation_1-mae:6089.01172 [650] validation_0-mae:4970.01953 validation_1-mae:6089.53857 [651] validation_0-mae:4966.82422 validation_1-mae:6089.00537 [652] validation_0-mae:4964.69678 validation_1-mae:6089.23779 [653] validation_0-mae:4962.28711 validation_1-mae:6087.30713 [654] validation_0-mae:4960.01270 validation_1-mae:6087.51953 [655] validation_0-mae:4957.09717 validation_1-mae:6086.78760 [656] validation_0-mae:4956.12061 validation_1-mae:6087.04346 [657] validation_0-mae:4953.80615 validation_1-mae:6086.50488 [658] validation_0-mae:4953.55859 validation_1-mae:6086.52686 [659] validation_0-mae:4952.95605 validation_1-mae:6086.32178 [660] validation_0-mae:4950.22119 validation_1-mae:6085.26611 [661] validation_0-mae:4947.34180 validation_1-mae:6082.82031 [662] validation_0-mae:4945.81836 validation_1-mae:6082.59912 [663] validation_0-mae:4945.08105 validation_1-mae:6083.16943 [664] validation_0-mae:4943.77930 validation_1-mae:6082.81836 [665] validation_0-mae:4941.09180 validation_1-mae:6081.14795 [666] validation_0-mae:4940.14014 validation_1-mae:6081.30469 [667] validation_0-mae:4938.48535 validation_1-mae:6081.26807 [668] validation_0-mae:4936.82324 validation_1-mae:6081.53613 [669] validation_0-mae:4936.09424 validation_1-mae:6081.44092 [670] validation_0-mae:4934.99805 validation_1-mae:6080.92480 [671] validation_0-mae:4933.20264 validation_1-mae:6080.21436 [672] validation_0-mae:4930.71240 validation_1-mae:6080.42773 [673] validation_0-mae:4929.62891 validation_1-mae:6079.81006 [674] validation_0-mae:4928.11475 validation_1-mae:6080.06152 [675] validation_0-mae:4927.73828 validation_1-mae:6079.92920 [676] validation_0-mae:4926.21924 validation_1-mae:6079.33984 [677] validation_0-mae:4925.21143 validation_1-mae:6078.69922 [678] validation_0-mae:4922.74023 validation_1-mae:6078.05566 [679] validation_0-mae:4921.21973 validation_1-mae:6078.57910 [680] validation_0-mae:4919.30176 validation_1-mae:6079.44629 [681] validation_0-mae:4916.66650 validation_1-mae:6078.06689 [682] validation_0-mae:4914.73438 validation_1-mae:6077.55420 [683] validation_0-mae:4913.51465 validation_1-mae:6077.88672 [684] validation_0-mae:4912.62012 validation_1-mae:6077.97412 [685] validation_0-mae:4910.67822 validation_1-mae:6077.20312 [686] validation_0-mae:4910.15039 validation_1-mae:6077.17383 [687] validation_0-mae:4908.75049 validation_1-mae:6077.35010 [688] validation_0-mae:4907.23389 validation_1-mae:6076.59912 [689] validation_0-mae:4905.85547 validation_1-mae:6076.27783 [690] validation_0-mae:4904.83350 validation_1-mae:6076.47949 [691] validation_0-mae:4904.54102 validation_1-mae:6076.75342 [692] validation_0-mae:4903.32227 validation_1-mae:6076.13623 [693] validation_0-mae:4901.40234 validation_1-mae:6075.44971 [694] validation_0-mae:4901.03906 validation_1-mae:6075.80566 [695] validation_0-mae:4899.01855 validation_1-mae:6075.56885 [696] validation_0-mae:4898.68750 validation_1-mae:6075.61914 [697] validation_0-mae:4897.55127 validation_1-mae:6075.44141 [698] validation_0-mae:4897.03516 validation_1-mae:6075.28272 [699] validation_0-mae:4896.28272 validation_1-mae:6075.10840 [700] validation_0-mae:4895.44580 validation_1-mae:6075.07764 [701] validation_0-mae:4894.62207 validation_1-mae:6075.24707 [702] validation_0-mae:4894.30615 validation_1-mae:6075.13721 [703] validation_0-mae:4894.11084 validation_1-mae:6075.22217 [704] validation_0-mae:4893.14307 validation_1-mae:6074.90186 [705] validation_0-mae:4891.56641 validation_1-mae:6074.61377 [706] validation_0-mae:4890.12012 validation_1-mae:6074.48584 [707] validation_0-mae:4887.97510 validation_1-mae:6073.28174 [708] validation_0-mae:4886.40430 validation_1-mae:6073.41162 [709] validation_0-mae:4883.43408 validation_1-mae:6073.25635 [710] validation_0-mae:4882.30225 validation_1-mae:6073.35986 [711] validation_0-mae:4880.58838 validation_1-mae:6073.20459 [712] validation_0-mae:4879.20264 validation_1-mae:6072.70117 [713] validation_0-mae:4877.99756 validation_1-mae:6072.08154 [714] validation_0-mae:4876.96728 validation_1-mae:6072.02148 [715] validation_0-mae:4876.57910 validation_1-mae:6071.77539 [716] validation_0-mae:4875.63037 validation_1-mae:6071.89697 [717] validation_0-mae:4875.05762 validation_1-mae:6071.72559 [718] validation_0-mae:4874.93701 validation_1-mae:6071.76953 [719] validation_0-mae:4874.18799 validation_1-mae:6071.37598 [720] validation_0-mae:4873.25977 validation_1-mae:6071.51123 [721] validation_0-mae:4871.44043 validation_1-mae:6071.45264 [722] validation_0-mae:4869.43115 validation_1-mae:6071.22168 [723] validation_0-mae:4867.90967 validation_1-mae:6070.52100 [724] validation_0-mae:4866.91064 validation_1-mae:6070.73779 [725] validation_0-mae:4865.54541 validation_1-mae:6070.69434 [726] validation_0-mae:4864.59473 validation_1-mae:6070.72754 [727] validation_0-mae:4863.24121 validation_1-mae:6070.32666 [728] validation_0-mae:4861.46338 validation_1-mae:6070.31299 [729] validation_0-mae:4859.88770 validation_1-mae:6069.52490 [730] validation_0-mae:4857.96777 validation_1-mae:6069.90088 [731] validation_0-mae:4855.28760 validation_1-mae:6068.30078 [732] validation_0-mae:4853.62647 validation_1-mae:6067.89307 [733] validation_0-mae:4852.79395 validation_1-mae:6067.80273 [734] validation_0-mae:4852.32666 validation_1-mae:6067.30078 [735] validation_0-mae:4851.26318 validation_1-mae:6066.65430 [736] validation_0-mae:4848.32812 validation_1-mae:6065.83203 [737] validation_0-mae:4845.98096 validation_1-mae:6065.12695 [738] validation_0-mae:4845.11914 validation_1-mae:6064.50488 [739] validation_0-mae:4843.96436 validation_1-mae:6064.38135 [740] validation_0-mae:4842.95605 validation_1-mae:6064.51221 [741] validation_0-mae:4841.81787 validation_1-mae:6065.06348 [742] validation_0-mae:4840.29688 validation_1-mae:6064.83252 [743] validation_0-mae:4838.45264 validation_1-mae:6063.69678 [744] validation_0-mae:4837.19824 validation_1-mae:6062.89404 [745] validation_0-mae:4836.42725 validation_1-mae:6062.36377 [746] validation_0-mae:4834.67188 validation_1-mae:6062.33154 [747] validation_0-mae:4833.39844 validation_1-mae:6062.76709 [748] validation_0-mae:4832.27783 validation_1-mae:6062.74023 [749] validation_0-mae:4831.80664 validation_1-mae:6062.49609 [750] validation_0-mae:4830.79053 validation_1-mae:6062.39795 [751] validation_0-mae:4829.81006 validation_1-mae:6062.13428 [752] validation_0-mae:4829.22461 validation_1-mae:6062.00342 [753] validation_0-mae:4828.83398 validation_1-mae:6062.22656 [754] validation_0-mae:4827.61865 validation_1-mae:6061.58496 [755] validation_0-mae:4826.02930 validation_1-mae:6062.16650 [756] validation_0-mae:4824.88721 validation_1-mae:6062.18457 [757] validation_0-mae:4824.72314 validation_1-mae:6062.20361 [758] validation_0-mae:4822.83496 validation_1-mae:6061.48682 [759] validation_0-mae:4822.09180 validation_1-mae:6062.09180 [760] validation_0-mae:4819.74853 validation_1-mae:6061.46436 [761] validation_0-mae:4817.95605 validation_1-mae:6061.87451 [762] validation_0-mae:4816.43799 validation_1-mae:6061.26416 [763] validation_0-mae:4813.91699 validation_1-mae:6061.12012 [764] validation_0-mae:4813.43945 validation_1-mae:6061.13770 [765] validation_0-mae:4813.00781 validation_1-mae:6061.00928 [766] validation_0-mae:4810.74512 validation_1-mae:6059.69434 [767] validation_0-mae:4808.91113 validation_1-mae:6058.74853 [768] validation_0-mae:4806.94873 validation_1-mae:6056.98096 [769] validation_0-mae:4806.16016 validation_1-mae:6057.08789 [770] validation_0-mae:4804.47070 validation_1-mae:6057.83154 [771] validation_0-mae:4803.21680 validation_1-mae:6058.28809 [772] validation_0-mae:4801.47168 validation_1-mae:6058.67969 [773] validation_0-mae:4800.61670 validation_1-mae:6058.48047 [774] validation_0-mae:4799.75488 validation_1-mae:6058.61865 [775] validation_0-mae:4799.08643 validation_1-mae:6058.63037 [776] validation_0-mae:4797.40430 validation_1-mae:6058.09131 [777] validation_0-mae:4796.91260 validation_1-mae:6058.20801 [778] validation_0-mae:4796.45459 validation_1-mae:6058.14062 [779] validation_0-mae:4794.56836 validation_1-mae:6057.95508 [780] validation_0-mae:4793.76318 validation_1-mae:6057.55029 [781] validation_0-mae:4791.99707 validation_1-mae:6057.05713 [782] validation_0-mae:4791.04248 validation_1-mae:6057.45312 [783] validation_0-mae:4788.18359 validation_1-mae:6056.02539 [784] validation_0-mae:4786.54248 validation_1-mae:6055.21631 [785] validation_0-mae:4784.05762 validation_1-mae:6055.50391 [786] validation_0-mae:4782.13574 validation_1-mae:6055.97949 [787] validation_0-mae:4780.82227 validation_1-mae:6055.44434 [788] validation_0-mae:4779.93457 validation_1-mae:6055.74707 [789] validation_0-mae:4779.07129 validation_1-mae:6056.17529 [790] validation_0-mae:4778.02881 validation_1-mae:6056.18945 [791] validation_0-mae:4774.95410 validation_1-mae:6055.29150 [792] validation_0-mae:4773.07324 validation_1-mae:6054.66064 [793] validation_0-mae:4772.33984 validation_1-mae:6054.31445 [794] validation_0-mae:4770.19531 validation_1-mae:6053.70850 [795] validation_0-mae:4768.39990 validation_1-mae:6053.02832 [796] validation_0-mae:4767.28272 validation_1-mae:6053.54443 [797] validation_0-mae:4766.73438 validation_1-mae:6053.27637 [798] validation_0-mae:4766.16016 validation_1-mae:6053.28760 [799] validation_0-mae:4765.37451 validation_1-mae:6053.28906 [800] validation_0-mae:4763.79053 validation_1-mae:6053.59033 [801] validation_0-mae:4762.82764 validation_1-mae:6053.72168 [802] validation_0-mae:4761.67627 validation_1-mae:6053.83008 [803] validation_0-mae:4761.45459 validation_1-mae:6053.88330 [804] validation_0-mae:4760.34375 validation_1-mae:6053.57715 [805] validation_0-mae:4759.62793 validation_1-mae:6053.59814 [806] validation_0-mae:4757.79053 validation_1-mae:6054.18701 [807] validation_0-mae:4757.06152 validation_1-mae:6054.80322 [808] validation_0-mae:4756.27197 validation_1-mae:6054.85303 [809] validation_0-mae:4755.68945 validation_1-mae:6054.55322 [810] validation_0-mae:4754.64990 validation_1-mae:6055.04883 [811] validation_0-mae:4753.28516 validation_1-mae:6054.92383 [812] validation_0-mae:4751.70117 validation_1-mae:6054.70410 [813] validation_0-mae:4750.79150 validation_1-mae:6054.20752 [814] validation_0-mae:4749.40820 validation_1-mae:6054.28125 [815] validation_0-mae:4748.09473 validation_1-mae:6054.12598 [816] validation_0-mae:4746.96387 validation_1-mae:6054.02930 [817] validation_0-mae:4745.92578 validation_1-mae:6053.94238 [818] validation_0-mae:4745.08447 validation_1-mae:6054.50049 [819] validation_0-mae:4743.14600 validation_1-mae:6054.94238 [820] validation_0-mae:4741.49902 validation_1-mae:6055.33740 [821] validation_0-mae:4738.94873 validation_1-mae:6054.92725 [822] validation_0-mae:4737.09326 validation_1-mae:6055.19629 [823] validation_0-mae:4735.58691 validation_1-mae:6054.80762 [824] validation_0-mae:4735.42285 validation_1-mae:6054.96289 [825] validation_0-mae:4734.85059 validation_1-mae:6054.86816 [826] validation_0-mae:4733.59082 validation_1-mae:6054.02002 [827] validation_0-mae:4731.38477 validation_1-mae:6053.01221 [828] validation_0-mae:4730.50928 validation_1-mae:6052.87891 [829] validation_0-mae:4729.15820 validation_1-mae:6052.99072 [830] validation_0-mae:4728.37207 validation_1-mae:6052.74805 [831] validation_0-mae:4728.20996 validation_1-mae:6052.80420 [832] validation_0-mae:4727.68213 validation_1-mae:6053.03418 [833] validation_0-mae:4725.95068 validation_1-mae:6051.83594 [834] validation_0-mae:4724.79150 validation_1-mae:6051.71191 [835] validation_0-mae:4724.58350 validation_1-mae:6051.89111 [836] validation_0-mae:4723.20654 validation_1-mae:6052.47070 [837] validation_0-mae:4721.83398 validation_1-mae:6052.06982 [838] validation_0-mae:4720.52148 validation_1-mae:6051.60352 [839] validation_0-mae:4719.77686 validation_1-mae:6051.68213 [840] validation_0-mae:4717.99561 validation_1-mae:6051.19678 [841] validation_0-mae:4717.63623 validation_1-mae:6051.33887 [842] validation_0-mae:4717.57764 validation_1-mae:6051.45166 [843] validation_0-mae:4716.90381 validation_1-mae:6051.04883 [844] validation_0-mae:4715.94727 validation_1-mae:6051.04346 [845] validation_0-mae:4714.65869 validation_1-mae:6050.70166 [846] validation_0-mae:4714.53857 validation_1-mae:6050.65625 [847] validation_0-mae:4713.50049 validation_1-mae:6050.43311 [848] validation_0-mae:4713.07764 validation_1-mae:6050.20557 [849] validation_0-mae:4711.60400 validation_1-mae:6050.65234 [850] validation_0-mae:4710.65723 validation_1-mae:6050.72217 [851] validation_0-mae:4708.81885 validation_1-mae:6050.48975 [852] validation_0-mae:4707.63184 validation_1-mae:6050.07666 [853] validation_0-mae:4706.23438 validation_1-mae:6050.34961 [854] validation_0-mae:4704.35059 validation_1-mae:6050.26758 [855] validation_0-mae:4703.48389 validation_1-mae:6049.97607 [856] validation_0-mae:4702.09424 validation_1-mae:6050.08643 [857] validation_0-mae:4699.79834 validation_1-mae:6049.79297 [858] validation_0-mae:4698.52588 validation_1-mae:6049.98340 [859] validation_0-mae:4696.69434 validation_1-mae:6050.48828 [860] validation_0-mae:4695.45898 validation_1-mae:6049.44922 [861] validation_0-mae:4693.63965 validation_1-mae:6049.14795 [862] validation_0-mae:4692.14355 validation_1-mae:6049.41797 [863] validation_0-mae:4690.68994 validation_1-mae:6049.66797 [864] validation_0-mae:4689.42041 validation_1-mae:6049.65869 [865] validation_0-mae:4688.06738 validation_1-mae:6049.16943 [866] validation_0-mae:4686.69824 validation_1-mae:6049.09522 [867] validation_0-mae:4685.46143 validation_1-mae:6048.66406 [868] validation_0-mae:4683.99463 validation_1-mae:6048.21045 [869] validation_0-mae:4682.97754 validation_1-mae:6048.38184 [870] validation_0-mae:4682.44434 validation_1-mae:6048.67188 [871] validation_0-mae:4680.27002 validation_1-mae:6048.47314 [872] validation_0-mae:4678.04053 validation_1-mae:6047.77881 [873] validation_0-mae:4676.59522 validation_1-mae:6046.89258 [874] validation_0-mae:4675.60547 validation_1-mae:6047.03613 [875] validation_0-mae:4675.50732 validation_1-mae:6047.23340 [876] validation_0-mae:4675.19775 validation_1-mae:6047.06201 [877] validation_0-mae:4674.96191 validation_1-mae:6047.07959 [878] validation_0-mae:4674.06787 validation_1-mae:6046.72803 [879] validation_0-mae:4673.13330 validation_1-mae:6046.14453 [880] validation_0-mae:4672.00928 validation_1-mae:6046.03760 [881] validation_0-mae:4671.36328 validation_1-mae:6045.99609 [882] validation_0-mae:4668.92334 validation_1-mae:6045.77832 [883] validation_0-mae:4667.82080 validation_1-mae:6045.27100 [884] validation_0-mae:4666.05615 validation_1-mae:6045.34863 [885] validation_0-mae:4664.35547 validation_1-mae:6045.31445 [886] validation_0-mae:4662.92383 validation_1-mae:6045.61621 [887] validation_0-mae:4661.27783 validation_1-mae:6045.58301 [888] validation_0-mae:4659.88135 validation_1-mae:6044.78564 [889] validation_0-mae:4658.87353 validation_1-mae:6045.31934 [890] validation_0-mae:4658.08740 validation_1-mae:6045.46777 [891] validation_0-mae:4656.80908 validation_1-mae:6045.04639 [892] validation_0-mae:4655.98242 validation_1-mae:6044.70166 [893] validation_0-mae:4654.93408 validation_1-mae:6044.29248 [894] validation_0-mae:4653.23779 validation_1-mae:6043.82080 [895] validation_0-mae:4652.20215 validation_1-mae:6043.42871 [896] validation_0-mae:4651.34570 validation_1-mae:6043.27539 [897] validation_0-mae:4649.49121 validation_1-mae:6042.80811 [898] validation_0-mae:4649.31641 validation_1-mae:6042.77588 [899] validation_0-mae:4648.21533 validation_1-mae:6043.13281 [900] validation_0-mae:4646.33984 validation_1-mae:6042.81738 [901] validation_0-mae:4644.88525 validation_1-mae:6042.72705 [902] validation_0-mae:4643.56689 validation_1-mae:6042.62988 [903] validation_0-mae:4642.37744 validation_1-mae:6042.56152 [904] validation_0-mae:4641.40674 validation_1-mae:6043.23145 [905] validation_0-mae:4640.72461 validation_1-mae:6043.56250 [906] validation_0-mae:4638.47998 validation_1-mae:6042.85400 [907] validation_0-mae:4636.97607 validation_1-mae:6042.82959 [908] validation_0-mae:4635.40234 validation_1-mae:6042.51465 [909] validation_0-mae:4633.22510 validation_1-mae:6041.78272 [910] validation_0-mae:4630.91943 validation_1-mae:6040.17090 [911] validation_0-mae:4629.16748 validation_1-mae:6039.90234 [912] validation_0-mae:4627.83984 validation_1-mae:6039.94775 [913] validation_0-mae:4626.59326 validation_1-mae:6039.88232 [914] validation_0-mae:4624.02246 validation_1-mae:6038.98438 [915] validation_0-mae:4622.53272 validation_1-mae:6038.37012 [916] validation_0-mae:4620.91162 validation_1-mae:6037.76270 [917] validation_0-mae:4619.88867 validation_1-mae:6037.62842 [918] validation_0-mae:4618.24316 validation_1-mae:6036.64355 [919] validation_0-mae:4617.26953 validation_1-mae:6036.83887 [920] validation_0-mae:4614.99756 validation_1-mae:6037.17725 [921] validation_0-mae:4612.57031 validation_1-mae:6036.76611 [922] validation_0-mae:4611.44873 validation_1-mae:6036.89600 [923] validation_0-mae:4610.67773 validation_1-mae:6036.44092 [924] validation_0-mae:4609.08154 validation_1-mae:6035.56445 [925] validation_0-mae:4607.87549 validation_1-mae:6035.35986 [926] validation_0-mae:4605.88135 validation_1-mae:6034.47217 [927] validation_0-mae:4603.86328 validation_1-mae:6035.15234 [928] validation_0-mae:4602.74365 validation_1-mae:6034.84863 [929] validation_0-mae:4601.01318 validation_1-mae:6034.33838 [930] validation_0-mae:4599.63867 validation_1-mae:6034.38086 [931] validation_0-mae:4597.72168 validation_1-mae:6033.56885 [932] validation_0-mae:4597.02588 validation_1-mae:6033.59424 [933] validation_0-mae:4595.59863 validation_1-mae:6033.95508 [934] validation_0-mae:4594.29053 validation_1-mae:6034.38721 [935] validation_0-mae:4592.94727 validation_1-mae:6034.86328 [936] validation_0-mae:4591.67773 validation_1-mae:6035.04346 [937] validation_0-mae:4589.92676 validation_1-mae:6034.97705 [938] validation_0-mae:4588.52539 validation_1-mae:6034.40527 [939] validation_0-mae:4586.98291 validation_1-mae:6033.55078 [940] validation_0-mae:4586.18994 validation_1-mae:6033.92188 [941] validation_0-mae:4584.86279 validation_1-mae:6034.07812 [942] validation_0-mae:4583.49170 validation_1-mae:6033.46387 [943] validation_0-mae:4581.72022 validation_1-mae:6033.11865 [944] validation_0-mae:4580.65332 validation_1-mae:6033.10645 [945] validation_0-mae:4579.31103 validation_1-mae:6032.58350 [946] validation_0-mae:4578.08008 validation_1-mae:6033.15625 [947] validation_0-mae:4576.41797 validation_1-mae:6032.78223 [948] validation_0-mae:4575.72754 validation_1-mae:6032.53613 [949] validation_0-mae:4574.80225 validation_1-mae:6032.76367 [950] validation_0-mae:4574.22119 validation_1-mae:6032.76221 [951] validation_0-mae:4573.33887 validation_1-mae:6032.67041 [952] validation_0-mae:4573.11768 validation_1-mae:6032.61133 [953] validation_0-mae:4572.08984 validation_1-mae:6032.31201 [954] validation_0-mae:4571.11865 validation_1-mae:6031.81738 [955] validation_0-mae:4570.43799 validation_1-mae:6031.81689 [956] validation_0-mae:4569.80225 validation_1-mae:6031.85596 [957] validation_0-mae:4569.07812 validation_1-mae:6031.64453 [958] validation_0-mae:4568.52246 validation_1-mae:6031.28760 [959] validation_0-mae:4567.75195 validation_1-mae:6030.91162 [960] validation_0-mae:4566.36670 validation_1-mae:6030.38867 [961] validation_0-mae:4565.69727 validation_1-mae:6030.42627 [962] validation_0-mae:4563.95508 validation_1-mae:6030.35986 [963] validation_0-mae:4562.95703 validation_1-mae:6030.53760 [964] validation_0-mae:4561.79834 validation_1-mae:6030.60107 [965] validation_0-mae:4560.78906 validation_1-mae:6030.51953 [966] validation_0-mae:4559.55615 validation_1-mae:6030.22852 [967] validation_0-mae:4557.95264 validation_1-mae:6030.63330 [968] validation_0-mae:4556.14160 validation_1-mae:6031.63086 [969] validation_0-mae:4554.81055 validation_1-mae:6031.53418 [970] validation_0-mae:4553.90723 validation_1-mae:6031.61133 [971] validation_0-mae:4552.69336 validation_1-mae:6031.48193 [972] validation_0-mae:4551.80176 validation_1-mae:6031.47461 [973] validation_0-mae:4550.88037 validation_1-mae:6031.84668 [974] validation_0-mae:4550.03760 validation_1-mae:6031.65674 [975] validation_0-mae:4548.98828 validation_1-mae:6031.53467 [976] validation_0-mae:4548.16699 validation_1-mae:6031.90088 [977] validation_0-mae:4547.18262 validation_1-mae:6032.66016 [978] validation_0-mae:4545.06982 validation_1-mae:6031.98877 [979] validation_0-mae:4543.38574 validation_1-mae:6032.09814 [980] validation_0-mae:4541.62305 validation_1-mae:6032.17725 [981] validation_0-mae:4540.89990 validation_1-mae:6032.55371 [982] validation_0-mae:4539.67139 validation_1-mae:6032.41309 [983] validation_0-mae:4538.25439 validation_1-mae:6032.20752 [984] validation_0-mae:4537.33594 validation_1-mae:6031.92041 [985] validation_0-mae:4536.32471 validation_1-mae:6031.78564 [986] validation_0-mae:4535.66846 validation_1-mae:6031.78418 [987] validation_0-mae:4535.02832 validation_1-mae:6031.83936 [988] validation_0-mae:4532.84424 validation_1-mae:6031.75391 [989] validation_0-mae:4532.21680 validation_1-mae:6031.29883 [990] validation_0-mae:4531.03418 validation_1-mae:6030.86328 [991] validation_0-mae:4529.59082 validation_1-mae:6031.39795 [992] validation_0-mae:4528.76855 validation_1-mae:6031.57812 [993] validation_0-mae:4526.37988 validation_1-mae:6032.20020 [994] validation_0-mae:4523.87793 validation_1-mae:6031.56397 [995] validation_0-mae:4523.63086 validation_1-mae:6031.32910 [996] validation_0-mae:4521.65869 validation_1-mae:6031.57324 [997] validation_0-mae:4520.59766 validation_1-mae:6031.57910 [998] validation_0-mae:4519.46826 validation_1-mae:6031.70166 [999] validation_0-mae:4518.69385 validation_1-mae:6031.78125 [1000] validation_0-mae:4517.22998 validation_1-mae:6031.80127 [1001] validation_0-mae:4514.95557 validation_1-mae:6030.98779 [1002] validation_0-mae:4513.07178 validation_1-mae:6030.20557 [1003] validation_0-mae:4511.36865 validation_1-mae:6029.41992 [1004] validation_0-mae:4509.69287 validation_1-mae:6029.29785 [1005] validation_0-mae:4508.03613 validation_1-mae:6029.23682 [1006] validation_0-mae:4506.38477 validation_1-mae:6029.43994 [1007] validation_0-mae:4505.08105 validation_1-mae:6029.00147 [1008] validation_0-mae:4503.82568 validation_1-mae:6028.64844 [1009] validation_0-mae:4502.30713 validation_1-mae:6028.70703 [1010] validation_0-mae:4500.18359 validation_1-mae:6028.46143 [1011] validation_0-mae:4498.64502 validation_1-mae:6028.89844 [1012] validation_0-mae:4498.09473 validation_1-mae:6028.72266 [1013] validation_0-mae:4496.62158 validation_1-mae:6028.23926 [1014] validation_0-mae:4495.53369 validation_1-mae:6029.22754 [1015] validation_0-mae:4494.55371 validation_1-mae:6029.18994 [1016] validation_0-mae:4493.18408 validation_1-mae:6029.16895 [1017] validation_0-mae:4491.89404 validation_1-mae:6029.33301 [1018] validation_0-mae:4491.04102 validation_1-mae:6029.16748 [1019] validation_0-mae:4490.08350 validation_1-mae:6029.17383 [1020] validation_0-mae:4489.56592 validation_1-mae:6029.68750 [1021] validation_0-mae:4489.12939 validation_1-mae:6029.88721 [1022] validation_0-mae:4488.12256 validation_1-mae:6030.00391 [1023] validation_0-mae:4486.05518 validation_1-mae:6029.84522 [1024] validation_0-mae:4485.86475 validation_1-mae:6029.76758 [1025] validation_0-mae:4485.70850 validation_1-mae:6029.76270 [1026] validation_0-mae:4484.50537 validation_1-mae:6029.49805 [1027] validation_0-mae:4483.51807 validation_1-mae:6030.05811 [1028] validation_0-mae:4482.87109 validation_1-mae:6029.79639 [1029] validation_0-mae:4482.11182 validation_1-mae:6029.60645 [1030] validation_0-mae:4482.04541 validation_1-mae:6029.66602 [1031] validation_0-mae:4481.16602 validation_1-mae:6029.63770 [1032] validation_0-mae:4480.36816 validation_1-mae:6029.58301 [1033] validation_0-mae:4479.86279 validation_1-mae:6029.47949 [1034] validation_0-mae:4478.28076 validation_1-mae:6028.80029 [1035] validation_0-mae:4477.63770 validation_1-mae:6028.62109 [1036] validation_0-mae:4476.12451 validation_1-mae:6028.71094 [1037] validation_0-mae:4475.42432 validation_1-mae:6028.62451 [1038] validation_0-mae:4474.36133 validation_1-mae:6028.53564 [1039] validation_0-mae:4473.45801 validation_1-mae:6028.78125 [1040] validation_0-mae:4472.99902 validation_1-mae:6028.84766 [1041] validation_0-mae:4472.52051 validation_1-mae:6028.67627 [1042] validation_0-mae:4472.00488 validation_1-mae:6028.52881 [1043] validation_0-mae:4471.87256 validation_1-mae:6028.50488 [1044] validation_0-mae:4471.44434 validation_1-mae:6028.41113 [1045] validation_0-mae:4469.36621 validation_1-mae:6027.65674 [1046] validation_0-mae:4467.88574 validation_1-mae:6027.36084 [1047] validation_0-mae:4467.37842 validation_1-mae:6027.38965 [1048] validation_0-mae:4466.03272 validation_1-mae:6027.66113 [1049] validation_0-mae:4465.22461 validation_1-mae:6027.46826 [1050] validation_0-mae:4464.38135 validation_1-mae:6027.17236 [1051] validation_0-mae:4463.81641 validation_1-mae:6027.63184 [1052] validation_0-mae:4463.33789 validation_1-mae:6027.31152 [1053] validation_0-mae:4462.00391 validation_1-mae:6027.00928 [1054] validation_0-mae:4459.96191 validation_1-mae:6027.29443 [1055] validation_0-mae:4458.22900 validation_1-mae:6027.41455 [1056] validation_0-mae:4457.07178 validation_1-mae:6027.46387 [1057] validation_0-mae:4455.65283 validation_1-mae:6027.83350 [1058] validation_0-mae:4455.04199 validation_1-mae:6028.43457 [1059] validation_0-mae:4453.50879 validation_1-mae:6028.67969 [1060] validation_0-mae:4452.23389 validation_1-mae:6028.19531 [1061] validation_0-mae:4450.91455 validation_1-mae:6027.65723 [1062] validation_0-mae:4449.43311 validation_1-mae:6027.77588 [1063] validation_0-mae:4448.51221 validation_1-mae:6027.95264 [1064] validation_0-mae:4447.50000 validation_1-mae:6028.10596 [1065] validation_0-mae:4446.43359 validation_1-mae:6027.31201 [1066] validation_0-mae:4445.71045 validation_1-mae:6027.46875 [1067] validation_0-mae:4444.63379 validation_1-mae:6027.47656 [1068] validation_0-mae:4443.97852 validation_1-mae:6027.36865 [1069] validation_0-mae:4443.75928 validation_1-mae:6027.35498 [1070] validation_0-mae:4442.81445 validation_1-mae:6027.48926 [1071] validation_0-mae:4441.51074 validation_1-mae:6027.29736 [1072] validation_0-mae:4440.66895 validation_1-mae:6027.19971 [1073] validation_0-mae:4439.87451 validation_1-mae:6027.58887 [1074] validation_0-mae:4439.32129 validation_1-mae:6027.48682 [1075] validation_0-mae:4438.60205 validation_1-mae:6027.40088 [1076] validation_0-mae:4437.28174 validation_1-mae:6028.10498 [1077] validation_0-mae:4435.91846 validation_1-mae:6028.16650 [1078] validation_0-mae:4434.95020 validation_1-mae:6028.09814 [1079] validation_0-mae:4432.90088 validation_1-mae:6027.56348 [1080] validation_0-mae:4431.83105 validation_1-mae:6027.84766 [1081] validation_0-mae:4430.60645 validation_1-mae:6028.23438 [1082] validation_0-mae:4429.29688 validation_1-mae:6028.40478 [1083] validation_0-mae:4427.89795 validation_1-mae:6028.88086 [1084] validation_0-mae:4427.40478 validation_1-mae:6028.41260 [1085] validation_0-mae:4426.76758 validation_1-mae:6028.20557 [1086] validation_0-mae:4426.21582 validation_1-mae:6028.24316 [1087] validation_0-mae:4425.40186 validation_1-mae:6028.20215 [1088] validation_0-mae:4424.34961 validation_1-mae:6028.16455 [1089] validation_0-mae:4422.62647 validation_1-mae:6028.32764 [1090] validation_0-mae:4420.78272 validation_1-mae:6028.34570 [1091] validation_0-mae:4419.60840 validation_1-mae:6028.88818 [1092] validation_0-mae:4417.92627 validation_1-mae:6029.30762 [1093] validation_0-mae:4416.60400 validation_1-mae:6029.31201 [1094] validation_0-mae:4414.92676 validation_1-mae:6029.13428 [1095] validation_0-mae:4413.80420 validation_1-mae:6029.08643 [1096] validation_0-mae:4412.25439 validation_1-mae:6029.26025 [1097] validation_0-mae:4411.46777 validation_1-mae:6029.50293 [1098] validation_0-mae:4410.07910 validation_1-mae:6028.87647 [1099] validation_0-mae:4409.38574 validation_1-mae:6028.90478 [1100] validation_0-mae:4407.65283 validation_1-mae:6028.41113 [1101] validation_0-mae:4405.60107 validation_1-mae:6027.77002 [1102] validation_0-mae:4404.71582 validation_1-mae:6027.98633 [1103] validation_0-mae:4403.05469 validation_1-mae:6027.95068 [1104] validation_0-mae:4401.51367 validation_1-mae:6027.82959 [1105] validation_0-mae:4400.22070 validation_1-mae:6027.96143 [1106] validation_0-mae:4398.41113 validation_1-mae:6027.68848 [1107] validation_0-mae:4397.85205 validation_1-mae:6028.04590 [1108] validation_0-mae:4396.23633 validation_1-mae:6027.10791 [1109] validation_0-mae:4395.61816 validation_1-mae:6026.99023 [1110] validation_0-mae:4394.71973 validation_1-mae:6026.86182 [1111] validation_0-mae:4394.33398 validation_1-mae:6026.53809 [1112] validation_0-mae:4393.00781 validation_1-mae:6027.13867 [1113] validation_0-mae:4391.34375 validation_1-mae:6026.65869 [1114] validation_0-mae:4390.05273 validation_1-mae:6026.33545 [1115] validation_0-mae:4388.49609 validation_1-mae:6027.42773 [1116] validation_0-mae:4388.18994 validation_1-mae:6027.66602 [1117] validation_0-mae:4387.40137 validation_1-mae:6027.52734 [1118] validation_0-mae:4386.99316 validation_1-mae:6027.56982 [1119] validation_0-mae:4386.00488 validation_1-mae:6027.42871 [1120] validation_0-mae:4384.83594 validation_1-mae:6027.22900 [1121] validation_0-mae:4383.84326 validation_1-mae:6026.74707 [1122] validation_0-mae:4382.66211 validation_1-mae:6026.60059 [1123] validation_0-mae:4381.66016 validation_1-mae:6026.83691 [1124] validation_0-mae:4381.08008 validation_1-mae:6026.97314 [1125] validation_0-mae:4380.44336 validation_1-mae:6026.83887 [1126] validation_0-mae:4378.96240 validation_1-mae:6027.40186 [1127] validation_0-mae:4377.49121 validation_1-mae:6026.69971 [1128] validation_0-mae:4376.33594 validation_1-mae:6026.77490 [1129] validation_0-mae:4376.31738 validation_1-mae:6026.82031 [1130] validation_0-mae:4376.05469 validation_1-mae:6026.51807 [1131] validation_0-mae:4375.48535 validation_1-mae:6026.87061 [1132] validation_0-mae:4375.36719 validation_1-mae:6026.93897 [1133] validation_0-mae:4375.10107 validation_1-mae:6026.84033 [1134] validation_0-mae:4374.13330 validation_1-mae:6027.06006 [1135] validation_0-mae:4373.57324 validation_1-mae:6027.10205 [1136] validation_0-mae:4373.50391 validation_1-mae:6027.22363 [1137] validation_0-mae:4372.80811 validation_1-mae:6027.14160 [1138] validation_0-mae:4371.97559 validation_1-mae:6027.01758 [1139] validation_0-mae:4371.20117 validation_1-mae:6027.03711 [1140] validation_0-mae:4369.98291 validation_1-mae:6026.97754 [1141] validation_0-mae:4369.06152 validation_1-mae:6027.00635 [1142] validation_0-mae:4368.09570 validation_1-mae:6026.86279 [1143] validation_0-mae:4367.01611 validation_1-mae:6027.44775 [1144] validation_0-mae:4366.31103 validation_1-mae:6027.39648 [1145] validation_0-mae:4365.15039 validation_1-mae:6027.16895 [1146] validation_0-mae:4363.79004 validation_1-mae:6026.73047 [1147] validation_0-mae:4363.10205 validation_1-mae:6026.59277 [1148] validation_0-mae:4362.38379 validation_1-mae:6026.40967 [1149] validation_0-mae:4361.49268 validation_1-mae:6026.26172 [1150] validation_0-mae:4361.10010 validation_1-mae:6026.11182 [1151] validation_0-mae:4360.42334 validation_1-mae:6025.99219 [1152] validation_0-mae:4359.90137 validation_1-mae:6026.03320 [1153] validation_0-mae:4358.45166 validation_1-mae:6026.75684 [1154] validation_0-mae:4357.78320 validation_1-mae:6026.84570 [1155] validation_0-mae:4357.48486 validation_1-mae:6026.73828 [1156] validation_0-mae:4356.19922 validation_1-mae:6026.54004 [1157] validation_0-mae:4355.05322 validation_1-mae:6026.61133 [1158] validation_0-mae:4354.60986 validation_1-mae:6026.48535 [1159] validation_0-mae:4353.50195 validation_1-mae:6026.14014 [1160] validation_0-mae:4352.84717 validation_1-mae:6026.20459 [1161] validation_0-mae:4351.29053 validation_1-mae:6025.39893 [1162] validation_0-mae:4349.32568 validation_1-mae:6025.07764 [1163] validation_0-mae:4348.59961 validation_1-mae:6025.28613 [1164] validation_0-mae:4347.90186 validation_1-mae:6025.22656 [1165] validation_0-mae:4346.50830 validation_1-mae:6025.06543 [1166] validation_0-mae:4344.20410 validation_1-mae:6023.90381 [1167] validation_0-mae:4342.98438 validation_1-mae:6023.40674 [1168] validation_0-mae:4341.56787 validation_1-mae:6023.32324 [1169] validation_0-mae:4340.43359 validation_1-mae:6023.17627 [1170] validation_0-mae:4339.44971 validation_1-mae:6023.75586 [1171] validation_0-mae:4338.09082 validation_1-mae:6023.55518 [1172] validation_0-mae:4335.81397 validation_1-mae:6022.52978 [1173] validation_0-mae:4334.88184 validation_1-mae:6022.60205 [1174] validation_0-mae:4334.13867 validation_1-mae:6022.77100 [1175] validation_0-mae:4332.85840 validation_1-mae:6023.08154 [1176] validation_0-mae:4331.90772 validation_1-mae:6023.18018 [1177] validation_0-mae:4330.77148 validation_1-mae:6023.40478 [1178] validation_0-mae:4328.81250 validation_1-mae:6022.77002 [1179] validation_0-mae:4327.07324 validation_1-mae:6022.40625 [1180] validation_0-mae:4325.55371 validation_1-mae:6021.94482 [1181] validation_0-mae:4324.99512 validation_1-mae:6021.69727 [1182] validation_0-mae:4323.70264 validation_1-mae:6021.72949 [1183] validation_0-mae:4322.48486 validation_1-mae:6021.64209 [1184] validation_0-mae:4321.09668 validation_1-mae:6021.04883 [1185] validation_0-mae:4320.32422 validation_1-mae:6021.25049 [1186] validation_0-mae:4319.28076 validation_1-mae:6021.20264 [1187] validation_0-mae:4318.19092 validation_1-mae:6021.10791 [1188] validation_0-mae:4317.58252 validation_1-mae:6021.13574 [1189] validation_0-mae:4315.86230 validation_1-mae:6021.12549 [1190] validation_0-mae:4314.56445 validation_1-mae:6020.74951 [1191] validation_0-mae:4314.15967 validation_1-mae:6020.74658 [1192] validation_0-mae:4314.10889 validation_1-mae:6020.75342 [1193] validation_0-mae:4313.20410 validation_1-mae:6020.91602 [1194] validation_0-mae:4312.64258 validation_1-mae:6020.65625 [1195] validation_0-mae:4312.15137 validation_1-mae:6020.71582 [1196] validation_0-mae:4311.46777 validation_1-mae:6020.58643 [1197] validation_0-mae:4310.28369 validation_1-mae:6020.52393 [1198] validation_0-mae:4309.36475 validation_1-mae:6020.67822 [1199] validation_0-mae:4308.84473 validation_1-mae:6020.24756 [1200] validation_0-mae:4307.89062 validation_1-mae:6020.47119 [1201] validation_0-mae:4307.80420 validation_1-mae:6020.48242 [1202] validation_0-mae:4307.75195 validation_1-mae:6020.58936 [1203] validation_0-mae:4306.32373 validation_1-mae:6020.00928 [1204] validation_0-mae:4304.89697 validation_1-mae:6020.11914 [1205] validation_0-mae:4304.37256 validation_1-mae:6020.12793 [1206] validation_0-mae:4303.76074 validation_1-mae:6019.92773 [1207] validation_0-mae:4303.15332 validation_1-mae:6019.90186 [1208] validation_0-mae:4302.43164 validation_1-mae:6019.96826 [1209] validation_0-mae:4302.05859 validation_1-mae:6020.06006 [1210] validation_0-mae:4300.98291 validation_1-mae:6020.04199 [1211] validation_0-mae:4300.31543 validation_1-mae:6020.29883 [1212] validation_0-mae:4299.19971 validation_1-mae:6020.33594 [1213] validation_0-mae:4298.02734 validation_1-mae:6020.30176 [1214] validation_0-mae:4297.22754 validation_1-mae:6020.47803 [1215] validation_0-mae:4296.71484 validation_1-mae:6020.23145 [1216] validation_0-mae:4296.40039 validation_1-mae:6020.11279 [1217] validation_0-mae:4295.25537 validation_1-mae:6020.19971 [1218] validation_0-mae:4294.19775 validation_1-mae:6020.03418 [1219] validation_0-mae:4293.10742 validation_1-mae:6020.39746 [1220] validation_0-mae:4292.19580 validation_1-mae:6020.35840 [1221] validation_0-mae:4292.04004 validation_1-mae:6020.29932 [1222] validation_0-mae:4291.38477 validation_1-mae:6020.51562 [1223] validation_0-mae:4289.86230 validation_1-mae:6019.61182 [1224] validation_0-mae:4289.35693 validation_1-mae:6019.63623 [1225] validation_0-mae:4289.34277 validation_1-mae:6019.63379 [1226] validation_0-mae:4288.13965 validation_1-mae:6019.42529 [1227] validation_0-mae:4287.62402 validation_1-mae:6019.24805 [1228] validation_0-mae:4286.87500 validation_1-mae:6019.43115 [1229] validation_0-mae:4285.80127 validation_1-mae:6019.09522 [1230] validation_0-mae:4284.31689 validation_1-mae:6019.31299 [1231] validation_0-mae:4282.68262 validation_1-mae:6018.84619 [1232] validation_0-mae:4281.15186 validation_1-mae:6019.01367 [1233] validation_0-mae:4280.07178 validation_1-mae:6019.75098 [1234] validation_0-mae:4278.31006 validation_1-mae:6019.27246 [1235] validation_0-mae:4276.80371 validation_1-mae:6020.29688 [1236] validation_0-mae:4275.95947 validation_1-mae:6020.55176 [1237] validation_0-mae:4274.93311 validation_1-mae:6020.15381 [1238] validation_0-mae:4273.55176 validation_1-mae:6019.94531 [1239] validation_0-mae:4272.66504 validation_1-mae:6019.92578 [1240] validation_0-mae:4272.17480 validation_1-mae:6019.97363 [1241] validation_0-mae:4271.31152 validation_1-mae:6020.31982 [1242] validation_0-mae:4270.02148 validation_1-mae:6020.34912 [1243] validation_0-mae:4268.92627 validation_1-mae:6021.01123 [1244] validation_0-mae:4268.00928 validation_1-mae:6021.48584 [1245] validation_0-mae:4267.00928 validation_1-mae:6021.40186 [1246] validation_0-mae:4266.22266 validation_1-mae:6021.19434 [1247] validation_0-mae:4265.60693 validation_1-mae:6021.54492 [1248] validation_0-mae:4264.08740 validation_1-mae:6022.30225 [1249] validation_0-mae:4262.91992 validation_1-mae:6021.64746 [1250] validation_0-mae:4261.89941 validation_1-mae:6021.06397 [1251] validation_0-mae:4261.05078 validation_1-mae:6021.55811 [1252] validation_0-mae:4259.75439 validation_1-mae:6021.75147 [1253] validation_0-mae:4258.72217 validation_1-mae:6021.46924 [1254] validation_0-mae:4257.95361 validation_1-mae:6021.49072 [1255] validation_0-mae:4256.99219 validation_1-mae:6021.36914 [1256] validation_0-mae:4255.62256 validation_1-mae:6021.76660 [1257] validation_0-mae:4254.46484 validation_1-mae:6021.45361 [1258] validation_0-mae:4252.76416 validation_1-mae:6020.44238 [1259] validation_0-mae:4252.09473 validation_1-mae:6020.41797 [1260] validation_0-mae:4251.65723 validation_1-mae:6020.49512 [1261] validation_0-mae:4250.34180 validation_1-mae:6020.13867 [1262] validation_0-mae:4249.74268 validation_1-mae:6020.37988 [1263] validation_0-mae:4249.04004 validation_1-mae:6021.49707 [1264] validation_0-mae:4247.82422 validation_1-mae:6020.84619 [1265] validation_0-mae:4247.19043 validation_1-mae:6020.59522 [1266] validation_0-mae:4246.42480 validation_1-mae:6020.28906 [1267] validation_0-mae:4245.90772 validation_1-mae:6020.12549 [1268] validation_0-mae:4245.23340 validation_1-mae:6019.95166 [1269] validation_0-mae:4244.44434 validation_1-mae:6019.71875 [1270] validation_0-mae:4242.82910 validation_1-mae:6019.91846 [1271] validation_0-mae:4242.39062 validation_1-mae:6020.08789 [1272] validation_0-mae:4241.57471 validation_1-mae:6020.03223 [1273] validation_0-mae:4240.56494 validation_1-mae:6019.53418 [1274] validation_0-mae:4239.52490 validation_1-mae:6019.74072 [1275] validation_0-mae:4239.16113 validation_1-mae:6019.52930 [1276] validation_0-mae:4237.68603 validation_1-mae:6019.81152 [1277] validation_0-mae:4236.39062 validation_1-mae:6019.77539 [1278] validation_0-mae:4234.99023 validation_1-mae:6019.88086 [1279] validation_0-mae:4234.57715 validation_1-mae:6019.78809 [1280] validation_0-mae:4234.13965 validation_1-mae:6019.65137 [1281] validation_0-mae:4233.82227 validation_1-mae:6019.55566 [1282] validation_0-mae:4233.04541 validation_1-mae:6019.67627 [1283] validation_0-mae:4232.26562 validation_1-mae:6020.16260 [1284] validation_0-mae:4231.76709 validation_1-mae:6019.85303 [1285] validation_0-mae:4231.20850 validation_1-mae:6019.72217 [1286] validation_0-mae:4230.19287 validation_1-mae:6019.80078 [1287] validation_0-mae:4229.53467 validation_1-mae:6019.84766 [1288] validation_0-mae:4228.61670 validation_1-mae:6019.52246 [1289] validation_0-mae:4228.23584 validation_1-mae:6019.55811 [1290] validation_0-mae:4228.12353 validation_1-mae:6019.42773 [1291] validation_0-mae:4228.01855 validation_1-mae:6019.41943 [1292] validation_0-mae:4227.93164 validation_1-mae:6019.34863 [1293] validation_0-mae:4227.49756 validation_1-mae:6019.09814 [1294] validation_0-mae:4227.42139 validation_1-mae:6019.17871 [1295] validation_0-mae:4227.20215 validation_1-mae:6019.04102 [1296] validation_0-mae:4226.71826 validation_1-mae:6018.77002 [1297] validation_0-mae:4225.54150 validation_1-mae:6018.85303 [1298] validation_0-mae:4224.63428 validation_1-mae:6018.97900 [1299] validation_0-mae:4224.12549 validation_1-mae:6019.00537 [1300] validation_0-mae:4223.22070 validation_1-mae:6018.87647 [1301] validation_0-mae:4222.38184 validation_1-mae:6018.81152 [1302] validation_0-mae:4221.12061 validation_1-mae:6018.45410 [1303] validation_0-mae:4220.51514 validation_1-mae:6018.63574 [1304] validation_0-mae:4219.28516 validation_1-mae:6018.47607 [1305] validation_0-mae:4218.67773 validation_1-mae:6018.38574 [1306] validation_0-mae:4218.45264 validation_1-mae:6018.34180 [1307] validation_0-mae:4217.44385 validation_1-mae:6018.02490 [1308] validation_0-mae:4216.45703 validation_1-mae:6017.59619 [1309] validation_0-mae:4215.87647 validation_1-mae:6017.46240 [1310] validation_0-mae:4215.43652 validation_1-mae:6017.34961 [1311] validation_0-mae:4214.88818 validation_1-mae:6017.64648 [1312] validation_0-mae:4214.75879 validation_1-mae:6017.67627 [1313] validation_0-mae:4214.35547 validation_1-mae:6017.75244 [1314] validation_0-mae:4213.91016 validation_1-mae:6017.98975 [1315] validation_0-mae:4213.87842 validation_1-mae:6018.01367 [1316] validation_0-mae:4213.05957 validation_1-mae:6018.26172 [1317] validation_0-mae:4211.83691 validation_1-mae:6018.12256 [1318] validation_0-mae:4210.58398 validation_1-mae:6017.83203 [1319] validation_0-mae:4209.38867 validation_1-mae:6018.41992 [1320] validation_0-mae:4209.05225 validation_1-mae:6018.50684 [1321] validation_0-mae:4208.33203 validation_1-mae:6018.56445 [1322] validation_0-mae:4208.06934 validation_1-mae:6018.43213 [1323] validation_0-mae:4207.07959 validation_1-mae:6018.86230 [1324] validation_0-mae:4206.83838 validation_1-mae:6018.79150 [1325] validation_0-mae:4205.94775 validation_1-mae:6018.78076 [1326] validation_0-mae:4204.15820 validation_1-mae:6019.29834 [1327] validation_0-mae:4202.11230 validation_1-mae:6019.49561 [1328] validation_0-mae:4200.97510 validation_1-mae:6018.85693 [1329] validation_0-mae:4199.97510 validation_1-mae:6019.13037 [1330] validation_0-mae:4199.32324 validation_1-mae:6019.12061 [1331] validation_0-mae:4198.23535 validation_1-mae:6018.82471 [1332] validation_0-mae:4197.22607 validation_1-mae:6018.45557 [1333] validation_0-mae:4195.86279 validation_1-mae:6017.75488 [1334] validation_0-mae:4194.77588 validation_1-mae:6017.19775 [1335] validation_0-mae:4193.65186 validation_1-mae:6017.53369 [1336] validation_0-mae:4191.94385 validation_1-mae:6017.93848 [1337] validation_0-mae:4190.70459 validation_1-mae:6018.28125 [1338] validation_0-mae:4189.85400 validation_1-mae:6018.41162 [1339] validation_0-mae:4189.32129 validation_1-mae:6018.39453 [1340] validation_0-mae:4188.54688 validation_1-mae:6018.37695 [1341] validation_0-mae:4188.15283 validation_1-mae:6018.22852 [1342] validation_0-mae:4186.84277 validation_1-mae:6017.81006 [1343] validation_0-mae:4185.78418 validation_1-mae:6017.95947 [1344] validation_0-mae:4183.95947 validation_1-mae:6017.02978 [1345] validation_0-mae:4182.59619 validation_1-mae:6015.38623 [1346] validation_0-mae:4181.81494 validation_1-mae:6015.49316 [1347] validation_0-mae:4179.79053 validation_1-mae:6014.12891 [1348] validation_0-mae:4178.70850 validation_1-mae:6013.87012 [1349] validation_0-mae:4177.32422 validation_1-mae:6013.74121 [1350] validation_0-mae:4176.78320 validation_1-mae:6013.71289 [1351] validation_0-mae:4175.76221 validation_1-mae:6013.81836 [1352] validation_0-mae:4174.98828 validation_1-mae:6014.33594 [1353] validation_0-mae:4174.45898 validation_1-mae:6014.24658 [1354] validation_0-mae:4173.61328 validation_1-mae:6014.48047 [1355] validation_0-mae:4172.67041 validation_1-mae:6014.39355 [1356] validation_0-mae:4171.60449 validation_1-mae:6014.30176 [1357] validation_0-mae:4171.09375 validation_1-mae:6014.33301 [1358] validation_0-mae:4170.51318 validation_1-mae:6014.07178 [1359] validation_0-mae:4169.42822 validation_1-mae:6013.62988 [1360] validation_0-mae:4168.73975 validation_1-mae:6013.47217 [1361] validation_0-mae:4168.02100 validation_1-mae:6013.13867 [1362] validation_0-mae:4167.32275 validation_1-mae:6013.01367 [1363] validation_0-mae:4166.29102 validation_1-mae:6013.55127 [1364] validation_0-mae:4165.55518 validation_1-mae:6013.63184 [1365] validation_0-mae:4164.63623 validation_1-mae:6013.00830 [1366] validation_0-mae:4163.72412 validation_1-mae:6013.12305 [1367] validation_0-mae:4162.50586 validation_1-mae:6013.43164 [1368] validation_0-mae:4161.63525 validation_1-mae:6013.64258 [1369] validation_0-mae:4160.64014 validation_1-mae:6013.01562 [1370] validation_0-mae:4159.63184 validation_1-mae:6012.90234 [1371] validation_0-mae:4158.59326 validation_1-mae:6012.16309 [1372] validation_0-mae:4157.27393 validation_1-mae:6012.12891 [1373] validation_0-mae:4156.29248 validation_1-mae:6011.98486 [1374] validation_0-mae:4155.59326 validation_1-mae:6011.90772 [1375] validation_0-mae:4154.97461 validation_1-mae:6012.13330 [1376] validation_0-mae:4154.45508 validation_1-mae:6012.18018 [1377] validation_0-mae:4153.23340 validation_1-mae:6012.36523 [1378] validation_0-mae:4151.92725 validation_1-mae:6012.48828 [1379] validation_0-mae:4151.30469 validation_1-mae:6012.02393 [1380] validation_0-mae:4150.51270 validation_1-mae:6011.98389 [1381] validation_0-mae:4149.72314 validation_1-mae:6011.87451 [1382] validation_0-mae:4148.91162 validation_1-mae:6012.10010 [1383] validation_0-mae:4148.50928 validation_1-mae:6012.28711 [1384] validation_0-mae:4147.38770 validation_1-mae:6012.21484 [1385] validation_0-mae:4146.41260 validation_1-mae:6012.56689 [1386] validation_0-mae:4145.32910 validation_1-mae:6013.06592 [1387] validation_0-mae:4144.21143 validation_1-mae:6013.06543 [1388] validation_0-mae:4142.81885 validation_1-mae:6012.85010 [1389] validation_0-mae:4142.10693 validation_1-mae:6012.72949 [1390] validation_0-mae:4140.27539 validation_1-mae:6012.70557 [1391] validation_0-mae:4139.01123 validation_1-mae:6013.33252 [1392] validation_0-mae:4138.13086 validation_1-mae:6013.72168 [1393] validation_0-mae:4137.47070 validation_1-mae:6013.88379 [1394] validation_0-mae:4136.52344 validation_1-mae:6014.11035 [1395] validation_0-mae:4135.89355 validation_1-mae:6014.02490 [1396] validation_0-mae:4135.01172 validation_1-mae:6013.61475 [1397] validation_0-mae:4133.74756 validation_1-mae:6012.96973 [1398] validation_0-mae:4132.68897 validation_1-mae:6013.04150 [1399] validation_0-mae:4131.38525 validation_1-mae:6012.84033 [1400] validation_0-mae:4130.06299 validation_1-mae:6012.65186 [1401] validation_0-mae:4129.37158 validation_1-mae:6012.27783 [1402] validation_0-mae:4128.84961 validation_1-mae:6012.08496 [1403] validation_0-mae:4127.97510 validation_1-mae:6012.01514 [1404] validation_0-mae:4127.31494 validation_1-mae:6012.40527 [1405] validation_0-mae:4126.25537 validation_1-mae:6012.93066 [1406] validation_0-mae:4125.25098 validation_1-mae:6012.53369 [1407] validation_0-mae:4124.78662 validation_1-mae:6012.76318 [1408] validation_0-mae:4123.45410 validation_1-mae:6012.75195 [1409] validation_0-mae:4122.41113 validation_1-mae:6012.38916 [1410] validation_0-mae:4120.84033 validation_1-mae:6011.54590 [1411] validation_0-mae:4120.05420 validation_1-mae:6011.75244 [1412] validation_0-mae:4119.00537 validation_1-mae:6011.60059 [1413] validation_0-mae:4118.18799 validation_1-mae:6011.70068 [1414] validation_0-mae:4117.40869 validation_1-mae:6011.67969 [1415] validation_0-mae:4116.48047 validation_1-mae:6011.67139 [1416] validation_0-mae:4115.03857 validation_1-mae:6012.13574 [1417] validation_0-mae:4114.10254 validation_1-mae:6011.75830 [1418] validation_0-mae:4113.55371 validation_1-mae:6011.95752 [1419] validation_0-mae:4113.08350 validation_1-mae:6012.24268 [1420] validation_0-mae:4112.21484 validation_1-mae:6011.91650 [1421] validation_0-mae:4111.52148 validation_1-mae:6012.22070 [1422] validation_0-mae:4110.91260 validation_1-mae:6012.08252 [1423] validation_0-mae:4109.87402 validation_1-mae:6011.93603 [1424] validation_0-mae:4109.22168 validation_1-mae:6012.21045 [1425] validation_0-mae:4108.26953 validation_1-mae:6011.81152 [1426] validation_0-mae:4107.48730 validation_1-mae:6011.84766 [1427] validation_0-mae:4106.84961 validation_1-mae:6011.57080 [1428] validation_0-mae:4106.01270 validation_1-mae:6011.92676 [1429] validation_0-mae:4104.22314 validation_1-mae:6012.10303 [1430] validation_0-mae:4103.39062 validation_1-mae:6011.88037 [1431] validation_0-mae:4102.76904 validation_1-mae:6011.77686 [1432] validation_0-mae:4102.10889 validation_1-mae:6012.04492 [1433] validation_0-mae:4101.47363 validation_1-mae:6012.08643 [1434] validation_0-mae:4100.39893 validation_1-mae:6012.56055 [1435] validation_0-mae:4099.31982 validation_1-mae:6012.75049 [1436] validation_0-mae:4098.34863 validation_1-mae:6012.70947 [1437] validation_0-mae:4097.19238 validation_1-mae:6012.54932 [1438] validation_0-mae:4096.30273 validation_1-mae:6012.29541 [1439] validation_0-mae:4094.85083 validation_1-mae:6012.54395 [1440] validation_0-mae:4093.48804 validation_1-mae:6012.63184 [1441] validation_0-mae:4092.30566 validation_1-mae:6012.82373 [1442] validation_0-mae:4090.97998 validation_1-mae:6012.67773 [1443] validation_0-mae:4089.43677 validation_1-mae:6012.86328 [1444] validation_0-mae:4088.84741 validation_1-mae:6012.37207 [1445] validation_0-mae:4087.61523 validation_1-mae:6012.49902 [1446] validation_0-mae:4086.53784 validation_1-mae:6012.46484 [1447] validation_0-mae:4085.46436 validation_1-mae:6013.04150 [1448] validation_0-mae:4084.27832 validation_1-mae:6013.16992 [1449] validation_0-mae:4083.00439 validation_1-mae:6013.03760 [1450] validation_0-mae:4082.02075 validation_1-mae:6012.72314 [1451] validation_0-mae:4080.34229 validation_1-mae:6011.87647 [1452] validation_0-mae:4079.25098 validation_1-mae:6011.79980 [1453] validation_0-mae:4078.09766 validation_1-mae:6011.75244 [1454] validation_0-mae:4077.07544 validation_1-mae:6011.75000 [1455] validation_0-mae:4075.97705 validation_1-mae:6011.00244 [1456] validation_0-mae:4075.41699 validation_1-mae:6011.22852 [1457] validation_0-mae:4074.83301 validation_1-mae:6011.33105 [1458] validation_0-mae:4074.39282 validation_1-mae:6011.21924 [1459] validation_0-mae:4074.22095 validation_1-mae:6011.14062 [1460] validation_0-mae:4073.54712 validation_1-mae:6010.85693 [1461] validation_0-mae:4073.08228 validation_1-mae:6010.98535 [1462] validation_0-mae:4072.25684 validation_1-mae:6011.02393 [1463] validation_0-mae:4071.54370 validation_1-mae:6010.90674 [1464] validation_0-mae:4070.59692 validation_1-mae:6011.05078 [1465] validation_0-mae:4069.80688 validation_1-mae:6010.98975 [1466] validation_0-mae:4069.08398 validation_1-mae:6010.78809 [1467] validation_0-mae:4068.43628 validation_1-mae:6010.71533 [1468] validation_0-mae:4067.60669 validation_1-mae:6011.10693 [1469] validation_0-mae:4067.25879 validation_1-mae:6011.22656 [1470] validation_0-mae:4066.97900 validation_1-mae:6011.13379 [1471] validation_0-mae:4066.36841 validation_1-mae:6011.13770 [1472] validation_0-mae:4065.02808 validation_1-mae:6010.84228 [1473] validation_0-mae:4064.09448 validation_1-mae:6010.52978 [1474] validation_0-mae:4063.22339 validation_1-mae:6010.51318 [1475] validation_0-mae:4062.56592 validation_1-mae:6010.58496 [1476] validation_0-mae:4061.56079 validation_1-mae:6010.55957 [1477] validation_0-mae:4060.52661 validation_1-mae:6010.64844 [1478] validation_0-mae:4059.84741 validation_1-mae:6010.39990 [1479] validation_0-mae:4058.63696 validation_1-mae:6010.24561 [1480] validation_0-mae:4057.46631 validation_1-mae:6010.49561 [1481] validation_0-mae:4056.06445 validation_1-mae:6009.87256 [1482] validation_0-mae:4055.36890 validation_1-mae:6009.79932 [1483] validation_0-mae:4054.49414 validation_1-mae:6009.72607 [1484] validation_0-mae:4053.14648 validation_1-mae:6010.27148 [1485] validation_0-mae:4052.55249 validation_1-mae:6010.18897 [1486] validation_0-mae:4051.65503 validation_1-mae:6010.23779 [1487] validation_0-mae:4050.76001 validation_1-mae:6010.23242 [1488] validation_0-mae:4049.54370 validation_1-mae:6010.20312 [1489] validation_0-mae:4047.99561 validation_1-mae:6009.64600 [1490] validation_0-mae:4047.06348 validation_1-mae:6010.04834 [1491] validation_0-mae:4046.17993 validation_1-mae:6010.00830 [1492] validation_0-mae:4044.85059 validation_1-mae:6010.35400 [1493] validation_0-mae:4043.59131 validation_1-mae:6010.29053 [1494] validation_0-mae:4042.84521 validation_1-mae:6010.32471 [1495] validation_0-mae:4041.81689 validation_1-mae:6010.53564 [1496] validation_0-mae:4040.81006 validation_1-mae:6010.34863 [1497] validation_0-mae:4039.83106 validation_1-mae:6010.23145 [1498] validation_0-mae:4038.59961 validation_1-mae:6009.51270 [1499] validation_0-mae:4037.83667 validation_1-mae:6009.28516 [1500] validation_0-mae:4036.85376 validation_1-mae:6009.84180 [1501] validation_0-mae:4035.74976 validation_1-mae:6009.79639 [1502] validation_0-mae:4034.62720 validation_1-mae:6009.64355 [1503] validation_0-mae:4034.08301 validation_1-mae:6009.72363 [1504] validation_0-mae:4033.07935 validation_1-mae:6009.54639 [1505] validation_0-mae:4032.64722 validation_1-mae:6009.68115 [1506] validation_0-mae:4031.69238 validation_1-mae:6009.69971 [1507] validation_0-mae:4030.92993 validation_1-mae:6009.62451 [1508] validation_0-mae:4030.41138 validation_1-mae:6009.53809 [1509] validation_0-mae:4028.93213 validation_1-mae:6009.54541 [1510] validation_0-mae:4027.90234 validation_1-mae:6009.40869 [1511] validation_0-mae:4027.33496 validation_1-mae:6009.10205 [1512] validation_0-mae:4026.39722 validation_1-mae:6008.65186 [1513] validation_0-mae:4025.73169 validation_1-mae:6008.86475 [1514] validation_0-mae:4025.42627 validation_1-mae:6008.81982 [1515] validation_0-mae:4024.90723 validation_1-mae:6009.13086 [1516] validation_0-mae:4024.13647 validation_1-mae:6009.14844 [1517] validation_0-mae:4022.83887 validation_1-mae:6009.56885 [1518] validation_0-mae:4021.85522 validation_1-mae:6009.50928 [1519] validation_0-mae:4021.08252 validation_1-mae:6009.78809 [1520] validation_0-mae:4020.49219 validation_1-mae:6009.80615 [1521] validation_0-mae:4019.39087 validation_1-mae:6009.52490 [1522] validation_0-mae:4018.70190 validation_1-mae:6009.54297 [1523] validation_0-mae:4017.38184 validation_1-mae:6009.52002 [1524] validation_0-mae:4016.66064 validation_1-mae:6009.56055 [1525] validation_0-mae:4015.82105 validation_1-mae:6009.65430 [1526] validation_0-mae:4015.22559 validation_1-mae:6009.27734 [1527] validation_0-mae:4014.12573 validation_1-mae:6009.50537 [1528] validation_0-mae:4013.33545 validation_1-mae:6009.92578 [1529] validation_0-mae:4012.78320 validation_1-mae:6010.00928 [1530] validation_0-mae:4012.45557 validation_1-mae:6009.84912 [1531] validation_0-mae:4012.34106 validation_1-mae:6009.93652 [1532] validation_0-mae:4012.29956 validation_1-mae:6009.98535 [1533] validation_0-mae:4011.67090 validation_1-mae:6009.92578 [1534] validation_0-mae:4010.08081 validation_1-mae:6009.96143 [1535] validation_0-mae:4009.67627 validation_1-mae:6010.32178 [1536] validation_0-mae:4009.08496 validation_1-mae:6010.45850 [1537] validation_0-mae:4007.74487 validation_1-mae:6011.10986 [1538] validation_0-mae:4006.33203 validation_1-mae:6010.80615 [1539] validation_0-mae:4005.00635 validation_1-mae:6010.67285 [1540] validation_0-mae:4003.41602 validation_1-mae:6009.93311 [1541] validation_0-mae:4002.28516 validation_1-mae:6009.87500 [1542] validation_0-mae:4001.46826 validation_1-mae:6010.01025 [1543] validation_0-mae:4000.71460 validation_1-mae:6010.13281 [1544] validation_0-mae:3999.46240 validation_1-mae:6009.98975 [1545] validation_0-mae:3998.17188 validation_1-mae:6009.56055 [1546] validation_0-mae:3997.42700 validation_1-mae:6009.59570 [1547] validation_0-mae:3996.20410 validation_1-mae:6009.85693 [1548] validation_0-mae:3994.89673 validation_1-mae:6009.88770 [1549] validation_0-mae:3993.89160 validation_1-mae:6010.04248 [1550] validation_0-mae:3992.56592 validation_1-mae:6009.21240 [1551] validation_0-mae:3992.06274 validation_1-mae:6009.18994 [1552] validation_0-mae:3990.97461 validation_1-mae:6009.35205 [1553] validation_0-mae:3990.21558 validation_1-mae:6009.67969 [1554] validation_0-mae:3989.14502 validation_1-mae:6009.73193 [1555] validation_0-mae:3988.51001 validation_1-mae:6009.81201 [1556] validation_0-mae:3987.73486 validation_1-mae:6009.89697 [1557] validation_0-mae:3987.10962 validation_1-mae:6010.08691 [1558] validation_0-mae:3986.50903 validation_1-mae:6010.01904 [1559] validation_0-mae:3985.84888 validation_1-mae:6010.19824 [1560] validation_0-mae:3985.12378 validation_1-mae:6010.26611 [1561] validation_0-mae:3983.82983 validation_1-mae:6010.00391 [1562] validation_0-mae:3983.19580 validation_1-mae:6009.69531 [1563] validation_0-mae:3982.37134 validation_1-mae:6009.65039 [1564] validation_0-mae:3981.84082 validation_1-mae:6009.50879 [1565] validation_0-mae:3981.25903 validation_1-mae:6009.52148 [1566] validation_0-mae:3981.06567 validation_1-mae:6009.61719 [1567] validation_0-mae:3980.71753 validation_1-mae:6009.50000 [1568] validation_0-mae:3980.52417 validation_1-mae:6009.37988 [1569] validation_0-mae:3980.17651 validation_1-mae:6009.27246 [1570] validation_0-mae:3979.64526 validation_1-mae:6009.15039 [1571] validation_0-mae:3979.32886 validation_1-mae:6009.26416 [1572] validation_0-mae:3978.93408 validation_1-mae:6009.18018 [1573] validation_0-mae:3978.41821 validation_1-mae:6009.12988 [1574] validation_0-mae:3977.86719 validation_1-mae:6009.14502 [1575] validation_0-mae:3976.65991 validation_1-mae:6008.82031 [1576] validation_0-mae:3976.30713 validation_1-mae:6008.70996 [1577] validation_0-mae:3976.25024 validation_1-mae:6008.68408 [1578] validation_0-mae:3975.19482 validation_1-mae:6008.68799 [1579] validation_0-mae:3973.85303 validation_1-mae:6008.36377 [1580] validation_0-mae:3972.61011 validation_1-mae:6008.39355 [1581] validation_0-mae:3971.77441 validation_1-mae:6009.22803 [1582] validation_0-mae:3971.41357 validation_1-mae:6009.15186 [1583] validation_0-mae:3971.16187 validation_1-mae:6009.18555 [1584] validation_0-mae:3970.54321 validation_1-mae:6009.46728 [1585] validation_0-mae:3969.71875 validation_1-mae:6009.80664 [1586] validation_0-mae:3969.03394 validation_1-mae:6010.01074 [1587] validation_0-mae:3967.95508 validation_1-mae:6010.49072 [1588] validation_0-mae:3966.78101 validation_1-mae:6010.39600 [1589] validation_0-mae:3965.58838 validation_1-mae:6010.45654 [1590] validation_0-mae:3964.29150 validation_1-mae:6010.74512 [1591] validation_0-mae:3963.61401 validation_1-mae:6011.03662 [1592] validation_0-mae:3962.45532 validation_1-mae:6011.30957 [1593] validation_0-mae:3961.52637 validation_1-mae:6011.62451 [1594] validation_0-mae:3960.61035 validation_1-mae:6011.92920 [1595] validation_0-mae:3959.69605 validation_1-mae:6011.82959 [1596] validation_0-mae:3958.53271 validation_1-mae:6011.77881 [1597] validation_0-mae:3957.09399 validation_1-mae:6012.42041 [1598] validation_0-mae:3956.54199 validation_1-mae:6012.63965 [1599] validation_0-mae:3954.60230 validation_1-mae:6012.19727 [1600] validation_0-mae:3953.53784 validation_1-mae:6012.62207 [1601] validation_0-mae:3953.00342 validation_1-mae:6012.86328 [1602] validation_0-mae:3952.75073 validation_1-mae:6012.74951 [1603] validation_0-mae:3951.97168 validation_1-mae:6012.75293 [1604] validation_0-mae:3951.25317 validation_1-mae:6013.10840 [1605] validation_0-mae:3951.12134 validation_1-mae:6013.10986 [1606] validation_0-mae:3951.03223 validation_1-mae:6013.23975 [1607] validation_0-mae:3950.26245 validation_1-mae:6013.19092 [1608] validation_0-mae:3949.06714 validation_1-mae:6013.50147 [1609] validation_0-mae:3948.31274 validation_1-mae:6013.39941 [1610] validation_0-mae:3947.64746 validation_1-mae:6013.55859 [1611] validation_0-mae:3946.68066 validation_1-mae:6013.47461 [1612] validation_0-mae:3945.85840 validation_1-mae:6013.30176 [1613] validation_0-mae:3944.78638 validation_1-mae:6013.50732 [1614] validation_0-mae:3944.16846 validation_1-mae:6013.15625 [1615] validation_0-mae:3943.47827 validation_1-mae:6013.08691 [1616] validation_0-mae:3942.80298 validation_1-mae:6013.36768 [1617] validation_0-mae:3942.11255 validation_1-mae:6013.68555 [1618] validation_0-mae:3941.80835 validation_1-mae:6013.68750 [1619] validation_0-mae:3940.71851 validation_1-mae:6013.45801 [1620] validation_0-mae:3940.34937 validation_1-mae:6013.61133 [1621] validation_0-mae:3939.77612 validation_1-mae:6013.86084 [1622] validation_0-mae:3938.94214 validation_1-mae:6014.01514 [1623] validation_0-mae:3937.99048 validation_1-mae:6013.99365 [1624] validation_0-mae:3936.84253 validation_1-mae:6013.72217 [1625] validation_0-mae:3935.94775 validation_1-mae:6013.59033 [1626] validation_0-mae:3935.14111 validation_1-mae:6013.47705 [1627] validation_0-mae:3934.09082 validation_1-mae:6013.41064 [1628] validation_0-mae:3933.43433 validation_1-mae:6013.10840 [1629] validation_0-mae:3933.07422 validation_1-mae:6013.22022 [1630] validation_0-mae:3932.11792 validation_1-mae:6013.19043 [1631] validation_0-mae:3931.43652 validation_1-mae:6013.00879 [1632] validation_0-mae:3930.38477 validation_1-mae:6012.72412 [1633] validation_0-mae:3929.82519 validation_1-mae:6012.64258 [1634] validation_0-mae:3929.30664 validation_1-mae:6012.72803 [1635] validation_0-mae:3928.84741 validation_1-mae:6012.81299 [1636] validation_0-mae:3928.61450 validation_1-mae:6012.66406 [1637] validation_0-mae:3928.05029 validation_1-mae:6012.64795 [1638] validation_0-mae:3927.34302 validation_1-mae:6012.87647 [1639] validation_0-mae:3925.76172 validation_1-mae:6013.17529 [1640] validation_0-mae:3925.30981 validation_1-mae:6013.07422 [1641] validation_0-mae:3924.85791 validation_1-mae:6013.02393 [1642] validation_0-mae:3923.92188 validation_1-mae:6013.21240 [1643] validation_0-mae:3922.93457 validation_1-mae:6013.26953 [1644] validation_0-mae:3922.09741 validation_1-mae:6013.13672 [1645] validation_0-mae:3921.58179 validation_1-mae:6012.75147 [1646] validation_0-mae:3920.49829 validation_1-mae:6012.49072 [1647] validation_0-mae:3919.79639 validation_1-mae:6012.57764 [1648] validation_0-mae:3918.95019 validation_1-mae:6012.55273 [1649] validation_0-mae:3917.90771 validation_1-mae:6012.48535 [1650] validation_0-mae:3916.64453 validation_1-mae:6011.86670 [1651] validation_0-mae:3915.67432 validation_1-mae:6012.14551 [1652] validation_0-mae:3915.09888 validation_1-mae:6012.29492 [1653] validation_0-mae:3914.66309 validation_1-mae:6012.42188 [1654] validation_0-mae:3913.96729 validation_1-mae:6012.13428 [1655] validation_0-mae:3913.81689 validation_1-mae:6012.22510 [1656] validation_0-mae:3913.52441 validation_1-mae:6012.10889 [1657] validation_0-mae:3913.16162 validation_1-mae:6012.18457 [1658] validation_0-mae:3912.65723 validation_1-mae:6012.24219 [1659] validation_0-mae:3911.10815 validation_1-mae:6012.13770 [1660] validation_0-mae:3910.32105 validation_1-mae:6012.28760 [1661] validation_0-mae:3909.91846 validation_1-mae:6012.35449 [1662] validation_0-mae:3909.37207 validation_1-mae:6012.32129 [1663] validation_0-mae:3908.54663 validation_1-mae:6012.39746 [1664] validation_0-mae:3907.94067 validation_1-mae:6012.56152 [1665] validation_0-mae:3906.91162 validation_1-mae:6012.55566 [1666] validation_0-mae:3906.55249 validation_1-mae:6012.75635 [1667] validation_0-mae:3905.49341 validation_1-mae:6012.40674 [1668] validation_0-mae:3904.25879 validation_1-mae:6012.93701 [1669] validation_0-mae:3902.92725 validation_1-mae:6012.55322 [1670] validation_0-mae:3902.07593 validation_1-mae:6011.87598 [1671] validation_0-mae:3901.08862 validation_1-mae:6011.85010 [1672] validation_0-mae:3899.51562 validation_1-mae:6012.18506 [1673] validation_0-mae:3898.70068 validation_1-mae:6012.31250 [1674] validation_0-mae:3897.83179 validation_1-mae:6012.39941 [1675] validation_0-mae:3896.60889 validation_1-mae:6012.51611 [1676] validation_0-mae:3895.61719 validation_1-mae:6012.03516 [1677] validation_0-mae:3894.62988 validation_1-mae:6011.96387 [1678] validation_0-mae:3893.28223 validation_1-mae:6012.15918 [1679] validation_0-mae:3891.93286 validation_1-mae:6011.92188 [1680] validation_0-mae:3890.84937 validation_1-mae:6011.52051 [1681] validation_0-mae:3890.32519 validation_1-mae:6011.79443 [1682] validation_0-mae:3889.56323 validation_1-mae:6012.06543 [1683] validation_0-mae:3888.31396 validation_1-mae:6011.91895 [1684] validation_0-mae:3888.00244 validation_1-mae:6011.94727 [1685] validation_0-mae:3887.69360 validation_1-mae:6011.24365 [1686] validation_0-mae:3887.35571 validation_1-mae:6011.32227 [1687] validation_0-mae:3886.81616 validation_1-mae:6011.36719 [1688] validation_0-mae:3886.60230 validation_1-mae:6011.24463 [1689] validation_0-mae:3885.90503 validation_1-mae:6011.30176 [1690] validation_0-mae:3885.50562 validation_1-mae:6011.39746 [1691] validation_0-mae:3885.14868 validation_1-mae:6011.36865 [1692] validation_0-mae:3884.34277 validation_1-mae:6011.42383 [1693] validation_0-mae:3883.90771 validation_1-mae:6011.45850 [1694] validation_0-mae:3883.41040 validation_1-mae:6011.13574 [1695] validation_0-mae:3883.10059 validation_1-mae:6011.49512 [1696] validation_0-mae:3882.04297 validation_1-mae:6011.69092 [1697] validation_0-mae:3881.32788 validation_1-mae:6011.45166 [1698] validation_0-mae:3880.05054 validation_1-mae:6011.27783 [1699] validation_0-mae:3878.84253 validation_1-mae:6011.30225 Dropping: 150 [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.80371 validation_1-mae:9622.95019 [14] validation_0-mae:9418.70606 validation_1-mae:9232.35547 [15] validation_0-mae:9084.22363 validation_1-mae:8904.93359 [16] validation_0-mae:8802.57812 validation_1-mae:8633.53809 [17] validation_0-mae:8567.55664 validation_1-mae:8407.92578 [18] validation_0-mae:8374.67969 validation_1-mae:8219.72754 [19] validation_0-mae:8212.46484 validation_1-mae:8065.86133 [20] validation_0-mae:8070.81494 validation_1-mae:7941.24072 [21] validation_0-mae:7947.66357 validation_1-mae:7833.55908 [22] validation_0-mae:7849.03857 validation_1-mae:7743.81689 [23] validation_0-mae:7765.11523 validation_1-mae:7672.28418 [24] validation_0-mae:7681.93457 validation_1-mae:7596.43603 [25] validation_0-mae:7610.31885 validation_1-mae:7535.29834 [26] validation_0-mae:7554.52832 validation_1-mae:7488.62500 [27] validation_0-mae:7495.63965 validation_1-mae:7437.00098 [28] validation_0-mae:7441.85010 validation_1-mae:7389.28076 [29] validation_0-mae:7395.35693 validation_1-mae:7347.05469 [30] validation_0-mae:7349.14160 validation_1-mae:7307.59912 [31] validation_0-mae:7319.31445 validation_1-mae:7287.73975 [32] validation_0-mae:7289.45068 validation_1-mae:7266.53125 [33] validation_0-mae:7252.67969 validation_1-mae:7237.58789 [34] validation_0-mae:7224.00781 validation_1-mae:7217.96387 [35] validation_0-mae:7201.42383 validation_1-mae:7203.33936 [36] validation_0-mae:7181.40869 validation_1-mae:7195.70068 [37] validation_0-mae:7153.17188 validation_1-mae:7171.74951 [38] validation_0-mae:7134.20605 validation_1-mae:7159.67188 [39] validation_0-mae:7116.47949 validation_1-mae:7149.69971 [40] validation_0-mae:7097.08154 validation_1-mae:7138.56494 [41] validation_0-mae:7078.35449 validation_1-mae:7128.98145 [42] validation_0-mae:7063.07129 validation_1-mae:7115.20312 [43] validation_0-mae:7045.72803 validation_1-mae:7101.77539 [44] validation_0-mae:7029.13037 validation_1-mae:7093.00537 [45] validation_0-mae:7010.72119 validation_1-mae:7081.69043 [46] validation_0-mae:6984.25537 validation_1-mae:7057.53369 [47] validation_0-mae:6965.28906 validation_1-mae:7040.66260 [48] validation_0-mae:6950.87647 validation_1-mae:7031.96582 [49] validation_0-mae:6939.70508 validation_1-mae:7024.12793 [50] validation_0-mae:6925.70068 validation_1-mae:7010.92773 [51] validation_0-mae:6912.59522 validation_1-mae:7004.55615 [52] validation_0-mae:6895.74414 validation_1-mae:6991.05957 [53] validation_0-mae:6882.99707 validation_1-mae:6982.53369 [54] validation_0-mae:6872.07764 validation_1-mae:6973.18994 [55] validation_0-mae:6850.53320 validation_1-mae:6959.14111 [56] validation_0-mae:6832.46777 validation_1-mae:6944.12451 [57] validation_0-mae:6823.69434 validation_1-mae:6939.38086 [58] validation_0-mae:6810.28174 validation_1-mae:6930.74853 [59] validation_0-mae:6798.02441 validation_1-mae:6920.91797 [60] validation_0-mae:6783.44922 validation_1-mae:6909.16357 [61] validation_0-mae:6767.53516 validation_1-mae:6894.29443 [62] validation_0-mae:6758.33691 validation_1-mae:6888.42822 [63] validation_0-mae:6751.11377 validation_1-mae:6883.18994 [64] validation_0-mae:6735.46533 validation_1-mae:6873.05176 [65] validation_0-mae:6721.10400 validation_1-mae:6861.93115 [66] validation_0-mae:6709.82227 validation_1-mae:6853.68945 [67] validation_0-mae:6695.42139 validation_1-mae:6842.22363 [68] validation_0-mae:6680.56299 validation_1-mae:6831.26660 [69] validation_0-mae:6670.49756 validation_1-mae:6823.96777 [70] validation_0-mae:6661.48242 validation_1-mae:6817.88379 [71] validation_0-mae:6651.52393 validation_1-mae:6812.20605 [72] validation_0-mae:6639.71924 validation_1-mae:6803.33789 [73] validation_0-mae:6626.40967 validation_1-mae:6791.72510 [74] validation_0-mae:6613.01611 validation_1-mae:6780.39893 [75] validation_0-mae:6607.12451 validation_1-mae:6775.41504 [76] validation_0-mae:6597.85547 validation_1-mae:6769.64209 [77] validation_0-mae:6587.39160 validation_1-mae:6763.38037 [78] validation_0-mae:6578.36377 validation_1-mae:6757.73975 [79] validation_0-mae:6570.86230 validation_1-mae:6752.15430 [80] validation_0-mae:6562.16162 validation_1-mae:6744.07812 [81] validation_0-mae:6551.03564 validation_1-mae:6731.68603 [82] validation_0-mae:6543.62793 validation_1-mae:6726.19482 [83] validation_0-mae:6537.06250 validation_1-mae:6723.95996 [84] validation_0-mae:6525.60010 validation_1-mae:6716.08496 [85] validation_0-mae:6513.25439 validation_1-mae:6705.71436 [86] validation_0-mae:6507.01465 validation_1-mae:6702.72510 [87] validation_0-mae:6500.27344 validation_1-mae:6697.14697 [88] validation_0-mae:6491.32471 validation_1-mae:6691.34814 [89] validation_0-mae:6486.17529 validation_1-mae:6688.43359 [90] validation_0-mae:6478.24707 validation_1-mae:6686.40772 [91] validation_0-mae:6470.29102 validation_1-mae:6680.83301 [92] validation_0-mae:6464.95508 validation_1-mae:6676.50732 [93] validation_0-mae:6457.60986 validation_1-mae:6669.80908 [94] validation_0-mae:6450.77539 validation_1-mae:6666.83057 [95] validation_0-mae:6440.57520 validation_1-mae:6658.68457 [96] validation_0-mae:6436.34131 validation_1-mae:6655.53125 [97] validation_0-mae:6431.01025 validation_1-mae:6653.01416 [98] validation_0-mae:6424.63770 validation_1-mae:6649.83691 [99] validation_0-mae:6413.34814 validation_1-mae:6645.92529 [100] validation_0-mae:6407.86182 validation_1-mae:6642.79785 [101] validation_0-mae:6404.40625 validation_1-mae:6641.44580 [102] validation_0-mae:6395.36914 validation_1-mae:6633.93555 [103] validation_0-mae:6390.46045 validation_1-mae:6631.03467 [104] validation_0-mae:6382.51855 validation_1-mae:6625.97998 [105] validation_0-mae:6369.14258 validation_1-mae:6615.02930 [106] validation_0-mae:6365.42480 validation_1-mae:6612.58887 [107] validation_0-mae:6362.53711 validation_1-mae:6611.39795 [108] validation_0-mae:6356.19727 validation_1-mae:6606.80371 [109] validation_0-mae:6350.91650 validation_1-mae:6604.13916 [110] validation_0-mae:6343.07129 validation_1-mae:6600.61133 [111] validation_0-mae:6339.72949 validation_1-mae:6597.24658 [112] validation_0-mae:6332.61768 validation_1-mae:6591.19531 [113] validation_0-mae:6325.72363 validation_1-mae:6587.88037 [114] validation_0-mae:6318.04688 validation_1-mae:6583.65088 [115] validation_0-mae:6309.71191 validation_1-mae:6579.15186 [116] validation_0-mae:6304.24023 validation_1-mae:6574.87061 [117] validation_0-mae:6299.82764 validation_1-mae:6572.93506 [118] validation_0-mae:6297.52832 validation_1-mae:6570.74365 [119] validation_0-mae:6291.12500 validation_1-mae:6568.75537 [120] validation_0-mae:6284.87842 validation_1-mae:6565.41846 [121] validation_0-mae:6281.72217 validation_1-mae:6565.21045 [122] validation_0-mae:6275.06152 validation_1-mae:6561.34131 [123] validation_0-mae:6271.40332 validation_1-mae:6558.22119 [124] validation_0-mae:6266.63916 validation_1-mae:6556.96582 [125] validation_0-mae:6262.76367 validation_1-mae:6555.13574 [126] validation_0-mae:6260.28125 validation_1-mae:6553.32129 [127] validation_0-mae:6253.03369 validation_1-mae:6548.19531 [128] validation_0-mae:6242.61133 validation_1-mae:6541.38086 [129] validation_0-mae:6237.67822 validation_1-mae:6538.79932 [130] validation_0-mae:6232.33447 validation_1-mae:6535.12207 [131] validation_0-mae:6227.74072 validation_1-mae:6533.62158 [132] validation_0-mae:6219.01025 validation_1-mae:6526.65772 [133] validation_0-mae:6213.54736 validation_1-mae:6523.78613 [134] validation_0-mae:6210.56738 validation_1-mae:6521.71631 [135] validation_0-mae:6203.95068 validation_1-mae:6518.64355 [136] validation_0-mae:6199.70264 validation_1-mae:6517.76709 [137] validation_0-mae:6196.64844 validation_1-mae:6517.02246 [138] validation_0-mae:6194.53955 validation_1-mae:6515.84375 [139] validation_0-mae:6190.33057 validation_1-mae:6514.02978 [140] validation_0-mae:6186.79883 validation_1-mae:6513.25244 [141] validation_0-mae:6178.43066 validation_1-mae:6508.47510 [142] validation_0-mae:6172.71924 validation_1-mae:6504.84766 [143] validation_0-mae:6168.86377 validation_1-mae:6502.87793 [144] validation_0-mae:6164.35107 validation_1-mae:6498.20410 [145] validation_0-mae:6161.01318 validation_1-mae:6496.82812 [146] validation_0-mae:6156.76465 validation_1-mae:6493.91602 [147] validation_0-mae:6152.71338 validation_1-mae:6490.39697 [148] validation_0-mae:6149.69678 validation_1-mae:6489.78564 [149] validation_0-mae:6145.53076 validation_1-mae:6489.40576 [150] validation_0-mae:6142.90088 validation_1-mae:6488.66309 [151] validation_0-mae:6137.66455 validation_1-mae:6485.46826 [152] validation_0-mae:6134.27002 validation_1-mae:6483.49609 [153] validation_0-mae:6130.22510 validation_1-mae:6481.39062 [154] validation_0-mae:6128.30615 validation_1-mae:6479.86719 [155] validation_0-mae:6124.48877 validation_1-mae:6478.66943 [156] validation_0-mae:6118.96631 validation_1-mae:6476.34668 [157] validation_0-mae:6111.94043 validation_1-mae:6472.22217 [158] validation_0-mae:6109.10498 validation_1-mae:6470.69092 [159] validation_0-mae:6104.33447 validation_1-mae:6467.76416 [160] validation_0-mae:6102.19482 validation_1-mae:6467.66602 [161] validation_0-mae:6095.80566 validation_1-mae:6464.86133 [162] validation_0-mae:6092.82324 validation_1-mae:6463.02686 [163] validation_0-mae:6086.02100 validation_1-mae:6456.57666 [164] validation_0-mae:6081.83008 validation_1-mae:6453.61914 [165] validation_0-mae:6080.22217 validation_1-mae:6452.35010 [166] validation_0-mae:6077.82617 validation_1-mae:6450.91357 [167] validation_0-mae:6074.23730 validation_1-mae:6450.76758 [168] validation_0-mae:6070.89404 validation_1-mae:6448.07861 [169] validation_0-mae:6066.88672 validation_1-mae:6446.18701 [170] validation_0-mae:6064.19385 validation_1-mae:6445.27832 [171] validation_0-mae:6061.95508 validation_1-mae:6444.26758 [172] validation_0-mae:6059.20020 validation_1-mae:6442.59668 [173] validation_0-mae:6055.12256 validation_1-mae:6440.29150 [174] validation_0-mae:6050.27002 validation_1-mae:6438.53272 [175] validation_0-mae:6046.98096 validation_1-mae:6438.94189 [176] validation_0-mae:6045.06445 validation_1-mae:6438.35986 [177] validation_0-mae:6040.21631 validation_1-mae:6434.55322 [178] validation_0-mae:6036.82764 validation_1-mae:6433.38135 [179] validation_0-mae:6033.47022 validation_1-mae:6430.08154 [180] validation_0-mae:6028.86914 validation_1-mae:6426.88330 [181] validation_0-mae:6024.63184 validation_1-mae:6425.81982 [182] validation_0-mae:6020.22900 validation_1-mae:6423.13281 [183] validation_0-mae:6016.10645 validation_1-mae:6421.96191 [184] validation_0-mae:6012.21240 validation_1-mae:6419.65527 [185] validation_0-mae:6010.01270 validation_1-mae:6419.03223 [186] validation_0-mae:6007.17285 validation_1-mae:6418.47363 [187] validation_0-mae:6005.68164 validation_1-mae:6417.38721 [188] validation_0-mae:6003.54834 validation_1-mae:6416.61621 [189] validation_0-mae:5998.52832 validation_1-mae:6412.37256 [190] validation_0-mae:5996.43359 validation_1-mae:6411.29834 [191] validation_0-mae:5992.87061 validation_1-mae:6409.80811 [192] validation_0-mae:5988.94922 validation_1-mae:6408.12353 [193] validation_0-mae:5986.09912 validation_1-mae:6407.77051 [194] validation_0-mae:5984.36963 validation_1-mae:6408.07031 [195] validation_0-mae:5981.96924 validation_1-mae:6408.09082 [196] validation_0-mae:5978.60303 validation_1-mae:6404.94678 [197] validation_0-mae:5974.43164 validation_1-mae:6403.29688 [198] validation_0-mae:5967.18066 validation_1-mae:6398.34522 [199] validation_0-mae:5964.97217 validation_1-mae:6397.79736 [200] validation_0-mae:5961.39844 validation_1-mae:6397.24170 [201] validation_0-mae:5958.21777 validation_1-mae:6395.05859 [202] validation_0-mae:5956.59961 validation_1-mae:6394.37842 [203] validation_0-mae:5955.30371 validation_1-mae:6393.68945 [204] validation_0-mae:5954.17139 validation_1-mae:6393.53027 [205] validation_0-mae:5950.93897 validation_1-mae:6392.87793 [206] validation_0-mae:5947.19580 validation_1-mae:6392.15820 [207] validation_0-mae:5943.64062 validation_1-mae:6391.05713 [208] validation_0-mae:5939.78516 validation_1-mae:6390.37451 [209] validation_0-mae:5938.33105 validation_1-mae:6389.48047 [210] validation_0-mae:5934.51172 validation_1-mae:6388.13135 [211] validation_0-mae:5929.09668 validation_1-mae:6384.64600 [212] validation_0-mae:5927.39697 validation_1-mae:6383.12549 [213] validation_0-mae:5920.84961 validation_1-mae:6378.18848 [214] validation_0-mae:5919.62793 validation_1-mae:6377.98535 [215] validation_0-mae:5916.12744 validation_1-mae:6376.67920 [216] validation_0-mae:5914.17676 validation_1-mae:6376.38281 [217] validation_0-mae:5912.34228 validation_1-mae:6376.59375 [218] validation_0-mae:5909.98584 validation_1-mae:6375.74219 [219] validation_0-mae:5906.82031 validation_1-mae:6374.82910 [220] validation_0-mae:5905.58057 validation_1-mae:6374.02344 [221] validation_0-mae:5903.44775 validation_1-mae:6373.97510 [222] validation_0-mae:5900.29785 validation_1-mae:6372.12353 [223] validation_0-mae:5897.57520 validation_1-mae:6369.98096 [224] validation_0-mae:5893.91699 validation_1-mae:6369.21289 [225] validation_0-mae:5891.19775 validation_1-mae:6368.48633 [226] validation_0-mae:5886.92480 validation_1-mae:6364.07227 [227] validation_0-mae:5884.46338 validation_1-mae:6363.60693 [228] validation_0-mae:5883.08252 validation_1-mae:6362.78418 [229] validation_0-mae:5877.99121 validation_1-mae:6359.08447 [230] validation_0-mae:5875.18506 validation_1-mae:6358.17773 [231] validation_0-mae:5872.13281 validation_1-mae:6358.27100 [232] validation_0-mae:5865.02100 validation_1-mae:6353.11768 [233] validation_0-mae:5858.62891 validation_1-mae:6350.24268 [234] validation_0-mae:5856.58545 validation_1-mae:6349.53955 [235] validation_0-mae:5854.55322 validation_1-mae:6348.73584 [236] validation_0-mae:5852.20850 validation_1-mae:6347.57275 [237] validation_0-mae:5849.76074 validation_1-mae:6347.83350 [238] validation_0-mae:5845.15088 validation_1-mae:6345.21143 [239] validation_0-mae:5842.59326 validation_1-mae:6345.14307 [240] validation_0-mae:5839.14160 validation_1-mae:6343.21582 [241] validation_0-mae:5838.18750 validation_1-mae:6343.01221 [242] validation_0-mae:5835.23145 validation_1-mae:6341.48486 [243] validation_0-mae:5834.11475 validation_1-mae:6340.91602 [244] validation_0-mae:5830.45215 validation_1-mae:6339.45801 [245] validation_0-mae:5826.84326 validation_1-mae:6337.79639 [246] validation_0-mae:5823.69727 validation_1-mae:6336.91113 [247] validation_0-mae:5821.41553 validation_1-mae:6336.35596 [248] validation_0-mae:5818.02051 validation_1-mae:6334.36475 [249] validation_0-mae:5813.67188 validation_1-mae:6332.10742 [250] validation_0-mae:5809.30518 validation_1-mae:6331.19482 [251] validation_0-mae:5805.57275 validation_1-mae:6327.72559 [252] validation_0-mae:5800.28272 validation_1-mae:6323.85791 [253] validation_0-mae:5798.52490 validation_1-mae:6322.70898 [254] validation_0-mae:5795.92578 validation_1-mae:6321.14258 [255] validation_0-mae:5793.94238 validation_1-mae:6321.30518 [256] validation_0-mae:5792.70703 validation_1-mae:6320.53613 [257] validation_0-mae:5792.09570 validation_1-mae:6320.25000 [258] validation_0-mae:5790.21387 validation_1-mae:6320.07812 [259] validation_0-mae:5788.35889 validation_1-mae:6319.51611 [260] validation_0-mae:5785.92139 validation_1-mae:6318.45410 [261] validation_0-mae:5784.09961 validation_1-mae:6318.51172 [262] validation_0-mae:5778.52930 validation_1-mae:6315.57910 [263] validation_0-mae:5773.24316 validation_1-mae:6313.84814 [264] validation_0-mae:5770.18213 validation_1-mae:6312.88916 [265] validation_0-mae:5768.69971 validation_1-mae:6312.45215 [266] validation_0-mae:5764.14648 validation_1-mae:6310.00732 [267] validation_0-mae:5762.07617 validation_1-mae:6309.73340 [268] validation_0-mae:5761.26807 validation_1-mae:6309.37256 [269] validation_0-mae:5759.07617 validation_1-mae:6307.67236 [270] validation_0-mae:5756.88525 validation_1-mae:6307.36426 [271] validation_0-mae:5754.03906 validation_1-mae:6306.87549 [272] validation_0-mae:5749.94775 validation_1-mae:6303.58740 [273] validation_0-mae:5747.92236 validation_1-mae:6303.71094 [274] validation_0-mae:5744.89355 validation_1-mae:6303.74561 [275] validation_0-mae:5743.42773 validation_1-mae:6302.69043 [276] validation_0-mae:5741.63574 validation_1-mae:6302.75000 [277] validation_0-mae:5738.64941 validation_1-mae:6302.03857 [278] validation_0-mae:5735.09228 validation_1-mae:6301.22168 [279] validation_0-mae:5731.53906 validation_1-mae:6299.75391 [280] validation_0-mae:5728.76221 validation_1-mae:6298.68897 [281] validation_0-mae:5726.13086 validation_1-mae:6298.22363 [282] validation_0-mae:5724.38770 validation_1-mae:6296.93311 [283] validation_0-mae:5723.16064 validation_1-mae:6296.71338 [284] validation_0-mae:5722.17871 validation_1-mae:6296.70605 [285] validation_0-mae:5719.72656 validation_1-mae:6295.45996 [286] validation_0-mae:5717.01074 validation_1-mae:6294.40967 [287] validation_0-mae:5711.61133 validation_1-mae:6291.75684 [288] validation_0-mae:5709.66309 validation_1-mae:6291.28955 [289] validation_0-mae:5706.72217 validation_1-mae:6291.37158 [290] validation_0-mae:5702.04297 validation_1-mae:6289.07178 [291] validation_0-mae:5700.46387 validation_1-mae:6289.12695 [292] validation_0-mae:5698.86572 validation_1-mae:6287.86084 [293] validation_0-mae:5696.89307 validation_1-mae:6287.42480 [294] validation_0-mae:5693.63428 validation_1-mae:6285.78320 [295] validation_0-mae:5692.00391 validation_1-mae:6285.60693 [296] validation_0-mae:5689.15039 validation_1-mae:6284.94580 [297] validation_0-mae:5688.05518 validation_1-mae:6284.32910 [298] validation_0-mae:5687.27148 validation_1-mae:6284.20654 [299] validation_0-mae:5686.13086 validation_1-mae:6283.54590 [300] validation_0-mae:5683.50586 validation_1-mae:6282.27539 [301] validation_0-mae:5677.37500 validation_1-mae:6278.30518 [302] validation_0-mae:5676.49756 validation_1-mae:6278.44385 [303] validation_0-mae:5672.85742 validation_1-mae:6278.13428 [304] validation_0-mae:5671.09375 validation_1-mae:6277.39307 [305] validation_0-mae:5667.95605 validation_1-mae:6275.55566 [306] validation_0-mae:5664.19092 validation_1-mae:6273.78174 [307] validation_0-mae:5661.38721 validation_1-mae:6273.95166 [308] validation_0-mae:5659.03857 validation_1-mae:6273.07178 [309] validation_0-mae:5656.89502 validation_1-mae:6272.96045 [310] validation_0-mae:5655.69922 validation_1-mae:6271.88818 [311] validation_0-mae:5654.61133 validation_1-mae:6271.61133 [312] validation_0-mae:5653.52783 validation_1-mae:6271.90576 [313] validation_0-mae:5652.88232 validation_1-mae:6271.90625 [314] validation_0-mae:5651.52832 validation_1-mae:6272.32861 [315] validation_0-mae:5650.00000 validation_1-mae:6272.23975 [316] validation_0-mae:5648.18213 validation_1-mae:6271.94922 [317] validation_0-mae:5646.12793 validation_1-mae:6271.41650 [318] validation_0-mae:5642.56836 validation_1-mae:6270.63379 [319] validation_0-mae:5641.37891 validation_1-mae:6270.39209 [320] validation_0-mae:5640.05762 validation_1-mae:6269.64404 [321] validation_0-mae:5637.79980 validation_1-mae:6268.52783 [322] validation_0-mae:5635.54834 validation_1-mae:6268.94434 [323] validation_0-mae:5633.72266 validation_1-mae:6268.06006 [324] validation_0-mae:5628.09180 validation_1-mae:6265.03906 [325] validation_0-mae:5626.75537 validation_1-mae:6264.90234 [326] validation_0-mae:5626.40137 validation_1-mae:6264.93994 [327] validation_0-mae:5624.60107 validation_1-mae:6265.81055 [328] validation_0-mae:5619.83887 validation_1-mae:6264.25098 [329] validation_0-mae:5614.99707 validation_1-mae:6261.48975 [330] validation_0-mae:5612.61328 validation_1-mae:6260.84277 [331] validation_0-mae:5611.33447 validation_1-mae:6261.43311 [332] validation_0-mae:5609.96338 validation_1-mae:6260.65234 [333] validation_0-mae:5608.75879 validation_1-mae:6260.17090 [334] validation_0-mae:5607.48145 validation_1-mae:6260.10254 [335] validation_0-mae:5606.53125 validation_1-mae:6259.95508 [336] validation_0-mae:5601.61035 validation_1-mae:6256.96484 [337] validation_0-mae:5600.29688 validation_1-mae:6257.09033 [338] validation_0-mae:5599.96289 validation_1-mae:6257.03272 [339] validation_0-mae:5597.44434 validation_1-mae:6256.78760 [340] validation_0-mae:5595.07324 validation_1-mae:6256.32471 [341] validation_0-mae:5593.34717 validation_1-mae:6255.34277 [342] validation_0-mae:5591.35303 validation_1-mae:6254.90772 [343] validation_0-mae:5590.16260 validation_1-mae:6254.88965 [344] validation_0-mae:5588.23193 validation_1-mae:6254.70020 [345] validation_0-mae:5586.88477 validation_1-mae:6253.36328 [346] validation_0-mae:5585.58936 validation_1-mae:6253.34082 [347] validation_0-mae:5580.71387 validation_1-mae:6250.26074 [348] validation_0-mae:5579.93945 validation_1-mae:6249.95996 [349] validation_0-mae:5579.55029 validation_1-mae:6250.15088 [350] validation_0-mae:5574.11426 validation_1-mae:6246.35645 [351] validation_0-mae:5571.40039 validation_1-mae:6246.65918 [352] validation_0-mae:5569.57275 validation_1-mae:6246.87842 [353] validation_0-mae:5568.50098 validation_1-mae:6246.86816 [354] validation_0-mae:5567.08740 validation_1-mae:6246.70020 [355] validation_0-mae:5563.32080 validation_1-mae:6244.42725 [356] validation_0-mae:5561.88135 validation_1-mae:6243.88232 [357] validation_0-mae:5561.44971 validation_1-mae:6243.62353 [358] validation_0-mae:5559.64307 validation_1-mae:6243.92676 [359] validation_0-mae:5558.29053 validation_1-mae:6243.26709 [360] validation_0-mae:5555.58350 validation_1-mae:6243.36670 [361] validation_0-mae:5554.81445 validation_1-mae:6242.95898 [362] validation_0-mae:5552.16699 validation_1-mae:6242.11133 [363] validation_0-mae:5549.12793 validation_1-mae:6241.06348 [364] validation_0-mae:5545.03613 validation_1-mae:6237.89648 [365] validation_0-mae:5541.47314 validation_1-mae:6237.60449 [366] validation_0-mae:5537.98633 validation_1-mae:6236.61182 [367] validation_0-mae:5536.97656 validation_1-mae:6236.64844 [368] validation_0-mae:5533.38867 validation_1-mae:6235.76855 [369] validation_0-mae:5531.60205 validation_1-mae:6235.59766 [370] validation_0-mae:5529.89795 validation_1-mae:6235.18555 [371] validation_0-mae:5528.64160 validation_1-mae:6234.20703 [372] validation_0-mae:5525.70996 validation_1-mae:6233.63086 [373] validation_0-mae:5523.65039 validation_1-mae:6233.17773 [374] validation_0-mae:5519.26611 validation_1-mae:6229.86816 [375] validation_0-mae:5516.79004 validation_1-mae:6228.05420 [376] validation_0-mae:5515.27930 validation_1-mae:6227.91211 [377] validation_0-mae:5513.99707 validation_1-mae:6227.82520 [378] validation_0-mae:5512.75244 validation_1-mae:6227.56982 [379] validation_0-mae:5508.08105 validation_1-mae:6226.23584 [380] validation_0-mae:5506.07959 validation_1-mae:6226.21240 [381] validation_0-mae:5504.53027 validation_1-mae:6225.20020 [382] validation_0-mae:5500.64844 validation_1-mae:6223.47852 [383] validation_0-mae:5499.99853 validation_1-mae:6223.45068 [384] validation_0-mae:5499.00635 validation_1-mae:6223.69580 [385] validation_0-mae:5498.16846 validation_1-mae:6224.02539 [386] validation_0-mae:5495.99658 validation_1-mae:6222.76709 [387] validation_0-mae:5492.02978 validation_1-mae:6221.60303 [388] validation_0-mae:5489.97412 validation_1-mae:6221.77002 [389] validation_0-mae:5488.16602 validation_1-mae:6221.25635 [390] validation_0-mae:5487.36963 validation_1-mae:6221.14453 [391] validation_0-mae:5486.41406 validation_1-mae:6220.60254 [392] validation_0-mae:5483.24805 validation_1-mae:6219.04590 [393] validation_0-mae:5482.07764 validation_1-mae:6218.60352 [394] validation_0-mae:5479.89209 validation_1-mae:6218.12842 [395] validation_0-mae:5479.08984 validation_1-mae:6217.78564 [396] validation_0-mae:5477.40332 validation_1-mae:6217.60205 [397] validation_0-mae:5475.75586 validation_1-mae:6217.38330 [398] validation_0-mae:5474.38867 validation_1-mae:6217.25879 [399] validation_0-mae:5473.25098 validation_1-mae:6217.04004 [400] validation_0-mae:5471.71533 validation_1-mae:6216.68897 [401] validation_0-mae:5466.88086 validation_1-mae:6214.92871 [402] validation_0-mae:5465.66699 validation_1-mae:6215.35742 [403] validation_0-mae:5463.37988 validation_1-mae:6214.89404 [404] validation_0-mae:5461.52539 validation_1-mae:6214.32471 [405] validation_0-mae:5460.50049 validation_1-mae:6214.14062 [406] validation_0-mae:5455.44775 validation_1-mae:6211.92773 [407] validation_0-mae:5452.74023 validation_1-mae:6211.51611 [408] validation_0-mae:5451.69678 validation_1-mae:6211.08105 [409] validation_0-mae:5450.43994 validation_1-mae:6210.64258 [410] validation_0-mae:5447.88135 validation_1-mae:6209.77002 [411] validation_0-mae:5446.32227 validation_1-mae:6209.98193 [412] validation_0-mae:5445.88281 validation_1-mae:6209.99121 [413] validation_0-mae:5443.90527 validation_1-mae:6209.56299 [414] validation_0-mae:5441.03272 validation_1-mae:6208.35938 [415] validation_0-mae:5437.37939 validation_1-mae:6207.24561 [416] validation_0-mae:5434.93408 validation_1-mae:6205.66211 [417] validation_0-mae:5432.39746 validation_1-mae:6205.78516 [418] validation_0-mae:5429.85742 validation_1-mae:6205.11816 [419] validation_0-mae:5429.54590 validation_1-mae:6205.55322 [420] validation_0-mae:5427.20898 validation_1-mae:6205.31201 [421] validation_0-mae:5426.01709 validation_1-mae:6205.81494 [422] validation_0-mae:5425.34912 validation_1-mae:6205.64941 [423] validation_0-mae:5423.85107 validation_1-mae:6205.66992 [424] validation_0-mae:5423.18994 validation_1-mae:6206.05029 [425] validation_0-mae:5420.66309 validation_1-mae:6205.33643 [426] validation_0-mae:5417.84570 validation_1-mae:6205.43555 [427] validation_0-mae:5416.11035 validation_1-mae:6204.95947 [428] validation_0-mae:5414.27734 validation_1-mae:6205.17920 [429] validation_0-mae:5413.44824 validation_1-mae:6204.82178 [430] validation_0-mae:5412.26514 validation_1-mae:6204.25977 [431] validation_0-mae:5409.13818 validation_1-mae:6203.40869 [432] validation_0-mae:5407.27686 validation_1-mae:6202.07617 [433] validation_0-mae:5405.30811 validation_1-mae:6202.03906 [434] validation_0-mae:5403.55762 validation_1-mae:6201.36670 [435] validation_0-mae:5401.55176 validation_1-mae:6201.06201 [436] validation_0-mae:5398.91846 validation_1-mae:6199.95850 [437] validation_0-mae:5397.74219 validation_1-mae:6200.04395 [438] validation_0-mae:5394.79443 validation_1-mae:6198.51416 [439] validation_0-mae:5393.14111 validation_1-mae:6197.78320 [440] validation_0-mae:5389.49512 validation_1-mae:6197.40381 [441] validation_0-mae:5387.37988 validation_1-mae:6196.78418 [442] validation_0-mae:5385.57031 validation_1-mae:6196.58154 [443] validation_0-mae:5384.59863 validation_1-mae:6196.84717 [444] validation_0-mae:5383.20557 validation_1-mae:6196.35303 [445] validation_0-mae:5381.83789 validation_1-mae:6196.34277 [446] validation_0-mae:5380.84863 validation_1-mae:6195.94922 [447] validation_0-mae:5379.30420 validation_1-mae:6195.89551 [448] validation_0-mae:5376.07422 validation_1-mae:6193.48779 [449] validation_0-mae:5373.44336 validation_1-mae:6190.73486 [450] validation_0-mae:5372.58350 validation_1-mae:6191.11328 [451] validation_0-mae:5370.00928 validation_1-mae:6189.62842 [452] validation_0-mae:5368.23193 validation_1-mae:6189.09131 [453] validation_0-mae:5364.32568 validation_1-mae:6186.77002 [454] validation_0-mae:5362.33008 validation_1-mae:6186.53467 [455] validation_0-mae:5360.61133 validation_1-mae:6185.93603 [456] validation_0-mae:5357.09717 validation_1-mae:6184.63281 [457] validation_0-mae:5355.71924 validation_1-mae:6184.25195 [458] validation_0-mae:5353.75977 validation_1-mae:6184.47412 [459] validation_0-mae:5352.83301 validation_1-mae:6185.17725 [460] validation_0-mae:5349.92090 validation_1-mae:6183.87109 [461] validation_0-mae:5348.90723 validation_1-mae:6183.55566 [462] validation_0-mae:5346.66602 validation_1-mae:6182.63281 [463] validation_0-mae:5345.37891 validation_1-mae:6182.62012 [464] validation_0-mae:5344.28418 validation_1-mae:6182.58008 [465] validation_0-mae:5340.97705 validation_1-mae:6180.97119 [466] validation_0-mae:5339.77344 validation_1-mae:6181.11133 [467] validation_0-mae:5338.95264 validation_1-mae:6180.65772 [468] validation_0-mae:5338.12402 validation_1-mae:6180.91699 [469] validation_0-mae:5335.91260 validation_1-mae:6181.10498 [470] validation_0-mae:5333.66943 validation_1-mae:6179.89893 [471] validation_0-mae:5330.22900 validation_1-mae:6177.58203 [472] validation_0-mae:5326.79053 validation_1-mae:6175.03564 [473] validation_0-mae:5325.49219 validation_1-mae:6174.73877 [474] validation_0-mae:5323.52783 validation_1-mae:6174.45166 [475] validation_0-mae:5320.42090 validation_1-mae:6173.52344 [476] validation_0-mae:5317.54443 validation_1-mae:6172.32617 [477] validation_0-mae:5313.03857 validation_1-mae:6169.52148 [478] validation_0-mae:5311.73486 validation_1-mae:6169.59522 [479] validation_0-mae:5310.58301 validation_1-mae:6169.33740 [480] validation_0-mae:5310.15381 validation_1-mae:6168.98730 [481] validation_0-mae:5308.42627 validation_1-mae:6167.74561 [482] validation_0-mae:5307.43750 validation_1-mae:6167.13135 [483] validation_0-mae:5306.97705 validation_1-mae:6167.20068 [484] validation_0-mae:5306.41553 validation_1-mae:6167.50000 [485] validation_0-mae:5304.10352 validation_1-mae:6167.16553 [486] validation_0-mae:5302.93897 validation_1-mae:6166.55859 [487] validation_0-mae:5301.20410 validation_1-mae:6165.51953 [488] validation_0-mae:5299.50635 validation_1-mae:6165.50049 [489] validation_0-mae:5298.92773 validation_1-mae:6166.02930 [490] validation_0-mae:5296.57568 validation_1-mae:6164.22754 [491] validation_0-mae:5294.88916 validation_1-mae:6164.47607 [492] validation_0-mae:5293.41064 validation_1-mae:6164.32422 [493] validation_0-mae:5291.04443 validation_1-mae:6163.95117 [494] validation_0-mae:5289.67773 validation_1-mae:6163.82715 [495] validation_0-mae:5286.43603 validation_1-mae:6163.33545 [496] validation_0-mae:5286.36523 validation_1-mae:6163.40918 [497] validation_0-mae:5285.85059 validation_1-mae:6163.91162 [498] validation_0-mae:5283.00244 validation_1-mae:6163.21631 [499] validation_0-mae:5280.32568 validation_1-mae:6162.26514 [500] validation_0-mae:5275.89600 validation_1-mae:6160.10596 [501] validation_0-mae:5271.51807 validation_1-mae:6157.71680 [502] validation_0-mae:5269.79248 validation_1-mae:6157.50830 [503] validation_0-mae:5266.16455 validation_1-mae:6156.58203 [504] validation_0-mae:5263.21728 validation_1-mae:6155.39795 [505] validation_0-mae:5263.01855 validation_1-mae:6155.35889 [506] validation_0-mae:5262.57666 validation_1-mae:6155.75098 [507] validation_0-mae:5261.27490 validation_1-mae:6155.49805 [508] validation_0-mae:5259.61230 validation_1-mae:6155.88867 [509] validation_0-mae:5255.35449 validation_1-mae:6153.83398 [510] validation_0-mae:5252.12500 validation_1-mae:6152.81445 [511] validation_0-mae:5251.05566 validation_1-mae:6152.63379 [512] validation_0-mae:5247.59180 validation_1-mae:6152.66357 [513] validation_0-mae:5244.54639 validation_1-mae:6152.41016 [514] validation_0-mae:5240.61426 validation_1-mae:6150.27002 [515] validation_0-mae:5236.99658 validation_1-mae:6149.41357 [516] validation_0-mae:5234.82812 validation_1-mae:6148.67480 [517] validation_0-mae:5234.07959 validation_1-mae:6148.50684 [518] validation_0-mae:5231.66504 validation_1-mae:6148.22314 [519] validation_0-mae:5228.47998 validation_1-mae:6146.64404 [520] validation_0-mae:5225.90137 validation_1-mae:6146.24072 [521] validation_0-mae:5225.43359 validation_1-mae:6146.21533 [522] validation_0-mae:5223.23438 validation_1-mae:6145.88037 [523] validation_0-mae:5220.74609 validation_1-mae:6145.05615 [524] validation_0-mae:5219.27393 validation_1-mae:6144.33154 [525] validation_0-mae:5218.38086 validation_1-mae:6145.06152 [526] validation_0-mae:5215.99902 validation_1-mae:6144.43848 [527] validation_0-mae:5214.36719 validation_1-mae:6144.25195 [528] validation_0-mae:5212.87451 validation_1-mae:6144.26855 [529] validation_0-mae:5210.23096 validation_1-mae:6142.64160 [530] validation_0-mae:5209.39893 validation_1-mae:6142.53418 [531] validation_0-mae:5206.81103 validation_1-mae:6141.88867 [532] validation_0-mae:5204.78955 validation_1-mae:6140.98975 [533] validation_0-mae:5202.18897 validation_1-mae:6140.59961 [534] validation_0-mae:5200.78223 validation_1-mae:6140.60352 [535] validation_0-mae:5198.31103 validation_1-mae:6139.73242 [536] validation_0-mae:5197.07520 validation_1-mae:6139.95605 [537] validation_0-mae:5196.07129 validation_1-mae:6140.02344 [538] validation_0-mae:5193.75928 validation_1-mae:6138.76611 [539] validation_0-mae:5190.67920 validation_1-mae:6137.88330 [540] validation_0-mae:5187.28711 validation_1-mae:6136.58545 [541] validation_0-mae:5186.75684 validation_1-mae:6136.37353 [542] validation_0-mae:5184.94482 validation_1-mae:6136.18603 [543] validation_0-mae:5182.77588 validation_1-mae:6136.02197 [544] validation_0-mae:5181.45020 validation_1-mae:6135.45361 [545] validation_0-mae:5179.60498 validation_1-mae:6134.86182 [546] validation_0-mae:5178.11328 validation_1-mae:6134.23486 [547] validation_0-mae:5176.86816 validation_1-mae:6134.30176 [548] validation_0-mae:5175.41211 validation_1-mae:6134.01123 [549] validation_0-mae:5173.76416 validation_1-mae:6134.23340 [550] validation_0-mae:5172.57617 validation_1-mae:6134.58545 [551] validation_0-mae:5171.55029 validation_1-mae:6134.69043 [552] validation_0-mae:5169.75147 validation_1-mae:6134.89014 [553] validation_0-mae:5167.61426 validation_1-mae:6134.17285 [554] validation_0-mae:5164.67432 validation_1-mae:6133.40723 [555] validation_0-mae:5162.07568 validation_1-mae:6134.50732 [556] validation_0-mae:5160.73779 validation_1-mae:6134.48193 [557] validation_0-mae:5159.20508 validation_1-mae:6134.73193 [558] validation_0-mae:5155.13721 validation_1-mae:6131.07715 [559] validation_0-mae:5151.57666 validation_1-mae:6127.94775 [560] validation_0-mae:5148.57031 validation_1-mae:6125.60596 [561] validation_0-mae:5146.36279 validation_1-mae:6123.76904 [562] validation_0-mae:5145.34912 validation_1-mae:6124.52881 [563] validation_0-mae:5143.31787 validation_1-mae:6123.63232 [564] validation_0-mae:5141.90772 validation_1-mae:6123.24023 [565] validation_0-mae:5141.20752 validation_1-mae:6122.79297 [566] validation_0-mae:5140.72852 validation_1-mae:6122.63037 [567] validation_0-mae:5140.46680 validation_1-mae:6122.61133 [568] validation_0-mae:5137.58154 validation_1-mae:6122.50244 [569] validation_0-mae:5136.24902 validation_1-mae:6123.00488 [570] validation_0-mae:5133.95459 validation_1-mae:6122.13281 [571] validation_0-mae:5131.61035 validation_1-mae:6121.55371 [572] validation_0-mae:5131.30469 validation_1-mae:6121.42920 [573] validation_0-mae:5130.52051 validation_1-mae:6121.71094 [574] validation_0-mae:5129.25928 validation_1-mae:6121.34228 [575] validation_0-mae:5127.42822 validation_1-mae:6120.59228 [576] validation_0-mae:5126.16797 validation_1-mae:6120.17871 [577] validation_0-mae:5124.06787 validation_1-mae:6119.50195 [578] validation_0-mae:5123.15088 validation_1-mae:6119.36230 [579] validation_0-mae:5121.40088 validation_1-mae:6119.41309 [580] validation_0-mae:5118.57568 validation_1-mae:6117.80420 [581] validation_0-mae:5116.37207 validation_1-mae:6116.71094 [582] validation_0-mae:5115.74316 validation_1-mae:6116.36914 [583] validation_0-mae:5115.30420 validation_1-mae:6116.19580 [584] validation_0-mae:5114.16211 validation_1-mae:6116.27246 [585] validation_0-mae:5113.75049 validation_1-mae:6116.03125 [586] validation_0-mae:5113.10693 validation_1-mae:6115.69092 [587] validation_0-mae:5112.62061 validation_1-mae:6115.44824 [588] validation_0-mae:5109.61523 validation_1-mae:6115.82910 [589] validation_0-mae:5108.65576 validation_1-mae:6115.82764 [590] validation_0-mae:5106.56836 validation_1-mae:6115.94727 [591] validation_0-mae:5103.31592 validation_1-mae:6115.78955 [592] validation_0-mae:5099.52441 validation_1-mae:6115.30664 [593] validation_0-mae:5097.87842 validation_1-mae:6114.93555 [594] validation_0-mae:5096.28272 validation_1-mae:6115.10547 [595] validation_0-mae:5095.47754 validation_1-mae:6114.87695 [596] validation_0-mae:5095.00879 validation_1-mae:6114.47412 [597] validation_0-mae:5093.20508 validation_1-mae:6112.95801 [598] validation_0-mae:5092.37256 validation_1-mae:6112.79395 [599] validation_0-mae:5092.11328 validation_1-mae:6112.59961 [600] validation_0-mae:5091.59424 validation_1-mae:6112.26855 [601] validation_0-mae:5090.97754 validation_1-mae:6112.47363 [602] validation_0-mae:5089.83008 validation_1-mae:6111.31494 [603] validation_0-mae:5088.55518 validation_1-mae:6110.25830 [604] validation_0-mae:5086.77588 validation_1-mae:6109.36035 [605] validation_0-mae:5084.26465 validation_1-mae:6109.32471 [606] validation_0-mae:5080.72754 validation_1-mae:6108.20947 [607] validation_0-mae:5078.08252 validation_1-mae:6107.42725 [608] validation_0-mae:5076.40576 validation_1-mae:6107.85986 [609] validation_0-mae:5074.56299 validation_1-mae:6108.17969 [610] validation_0-mae:5073.63721 validation_1-mae:6107.82812 [611] validation_0-mae:5072.91211 validation_1-mae:6107.86768 [612] validation_0-mae:5070.87305 validation_1-mae:6107.85254 [613] validation_0-mae:5070.61426 validation_1-mae:6107.92090 [614] validation_0-mae:5069.35645 validation_1-mae:6107.41650 [615] validation_0-mae:5068.61523 validation_1-mae:6107.18945 [616] validation_0-mae:5067.05176 validation_1-mae:6106.63916 [617] validation_0-mae:5064.79639 validation_1-mae:6106.00879 [618] validation_0-mae:5063.38477 validation_1-mae:6105.58838 [619] validation_0-mae:5061.01123 validation_1-mae:6104.99756 [620] validation_0-mae:5059.21436 validation_1-mae:6104.85254 [621] validation_0-mae:5057.68555 validation_1-mae:6104.04004 [622] validation_0-mae:5055.63428 validation_1-mae:6103.13525 [623] validation_0-mae:5054.95605 validation_1-mae:6103.31055 [624] validation_0-mae:5053.65527 validation_1-mae:6103.57471 [625] validation_0-mae:5053.55664 validation_1-mae:6103.47022 [626] validation_0-mae:5052.85449 validation_1-mae:6103.07617 [627] validation_0-mae:5051.63525 validation_1-mae:6102.78076 [628] validation_0-mae:5048.38477 validation_1-mae:6101.61768 [629] validation_0-mae:5046.71533 validation_1-mae:6100.75684 [630] validation_0-mae:5045.11914 validation_1-mae:6100.33203 [631] validation_0-mae:5044.12842 validation_1-mae:6100.89258 [632] validation_0-mae:5042.76221 validation_1-mae:6100.94580 [633] validation_0-mae:5039.28418 validation_1-mae:6099.00391 [634] validation_0-mae:5037.65869 validation_1-mae:6098.06152 [635] validation_0-mae:5035.90918 validation_1-mae:6096.77148 [636] validation_0-mae:5034.76465 validation_1-mae:6096.22900 [637] validation_0-mae:5033.00977 validation_1-mae:6095.25586 [638] validation_0-mae:5031.22656 validation_1-mae:6095.18945 [639] validation_0-mae:5030.02734 validation_1-mae:6094.76709 [640] validation_0-mae:5028.88135 validation_1-mae:6094.96436 [641] validation_0-mae:5026.50147 validation_1-mae:6093.74658 [642] validation_0-mae:5024.93115 validation_1-mae:6092.81641 [643] validation_0-mae:5023.31836 validation_1-mae:6092.86328 [644] validation_0-mae:5022.42969 validation_1-mae:6093.03906 [645] validation_0-mae:5022.00488 validation_1-mae:6092.56982 [646] validation_0-mae:5020.25635 validation_1-mae:6092.14600 [647] validation_0-mae:5019.65527 validation_1-mae:6092.09814 [648] validation_0-mae:5019.20508 validation_1-mae:6091.81592 [649] validation_0-mae:5018.50439 validation_1-mae:6091.89062 [650] validation_0-mae:5018.06103 validation_1-mae:6091.97754 [651] validation_0-mae:5016.71484 validation_1-mae:6091.58057 [652] validation_0-mae:5014.69678 validation_1-mae:6091.41064 [653] validation_0-mae:5013.72119 validation_1-mae:6091.22217 [654] validation_0-mae:5013.28272 validation_1-mae:6091.58447 [655] validation_0-mae:5011.86279 validation_1-mae:6091.99853 [656] validation_0-mae:5011.32471 validation_1-mae:6091.89453 [657] validation_0-mae:5011.22705 validation_1-mae:6091.88232 [658] validation_0-mae:5009.05713 validation_1-mae:6091.06934 [659] validation_0-mae:5005.68408 validation_1-mae:6091.09473 [660] validation_0-mae:5004.63037 validation_1-mae:6091.06982 [661] validation_0-mae:5003.40625 validation_1-mae:6090.65430 [662] validation_0-mae:5001.29492 validation_1-mae:6091.39307 [663] validation_0-mae:4999.07324 validation_1-mae:6092.08398 [664] validation_0-mae:4996.80615 validation_1-mae:6091.35449 [665] validation_0-mae:4994.52881 validation_1-mae:6091.55469 [666] validation_0-mae:4993.54883 validation_1-mae:6091.73682 [667] validation_0-mae:4991.37744 validation_1-mae:6090.57715 [668] validation_0-mae:4990.89404 validation_1-mae:6090.41699 [669] validation_0-mae:4990.23340 validation_1-mae:6090.37500 [670] validation_0-mae:4988.87939 validation_1-mae:6090.11035 [671] validation_0-mae:4987.88672 validation_1-mae:6090.18848 [672] validation_0-mae:4987.04346 validation_1-mae:6090.48486 [673] validation_0-mae:4985.87988 validation_1-mae:6090.90674 [674] validation_0-mae:4984.40332 validation_1-mae:6090.74658 [675] validation_0-mae:4980.55566 validation_1-mae:6089.50928 [676] validation_0-mae:4978.62353 validation_1-mae:6088.92090 [677] validation_0-mae:4976.47314 validation_1-mae:6088.17041 [678] validation_0-mae:4974.08545 validation_1-mae:6087.78711 [679] validation_0-mae:4972.80908 validation_1-mae:6087.46094 [680] validation_0-mae:4969.84131 validation_1-mae:6086.21387 [681] validation_0-mae:4968.05029 validation_1-mae:6085.27344 [682] validation_0-mae:4966.28027 validation_1-mae:6084.51709 [683] validation_0-mae:4963.73584 validation_1-mae:6084.45654 [684] validation_0-mae:4962.74219 validation_1-mae:6084.42578 [685] validation_0-mae:4961.30127 validation_1-mae:6083.94971 [686] validation_0-mae:4959.63672 validation_1-mae:6083.62988 [687] validation_0-mae:4959.31152 validation_1-mae:6083.73340 [688] validation_0-mae:4958.70312 validation_1-mae:6083.51562 [689] validation_0-mae:4958.19482 validation_1-mae:6083.47949 [690] validation_0-mae:4956.06250 validation_1-mae:6083.44629 [691] validation_0-mae:4954.12012 validation_1-mae:6083.94727 [692] validation_0-mae:4953.19922 validation_1-mae:6083.79932 [693] validation_0-mae:4950.83301 validation_1-mae:6082.81885 [694] validation_0-mae:4947.83740 validation_1-mae:6082.56006 [695] validation_0-mae:4947.01172 validation_1-mae:6081.87842 [696] validation_0-mae:4945.41943 validation_1-mae:6082.17529 [697] validation_0-mae:4944.04834 validation_1-mae:6082.35889 [698] validation_0-mae:4943.15186 validation_1-mae:6082.21582 [699] validation_0-mae:4941.17139 validation_1-mae:6082.05029 [700] validation_0-mae:4940.70361 validation_1-mae:6081.88770 [701] validation_0-mae:4939.62842 validation_1-mae:6081.67725 [702] validation_0-mae:4937.12500 validation_1-mae:6080.69482 [703] validation_0-mae:4934.98730 validation_1-mae:6079.99121 [704] validation_0-mae:4934.55029 validation_1-mae:6080.02246 [705] validation_0-mae:4932.68018 validation_1-mae:6079.67822 [706] validation_0-mae:4929.62500 validation_1-mae:6079.08398 [707] validation_0-mae:4927.91895 validation_1-mae:6078.37939 [708] validation_0-mae:4926.21387 validation_1-mae:6078.19824 [709] validation_0-mae:4925.59863 validation_1-mae:6078.06397 [710] validation_0-mae:4923.83545 validation_1-mae:6077.28174 [711] validation_0-mae:4921.87891 validation_1-mae:6077.03027 [712] validation_0-mae:4919.64258 validation_1-mae:6077.19141 [713] validation_0-mae:4917.38428 validation_1-mae:6077.85938 [714] validation_0-mae:4915.47412 validation_1-mae:6078.27637 [715] validation_0-mae:4914.45166 validation_1-mae:6077.85107 [716] validation_0-mae:4912.93603 validation_1-mae:6077.91553 [717] validation_0-mae:4911.19287 validation_1-mae:6077.86377 [718] validation_0-mae:4908.46777 validation_1-mae:6077.04443 [719] validation_0-mae:4906.55664 validation_1-mae:6077.02197 [720] validation_0-mae:4905.52539 validation_1-mae:6077.12744 [721] validation_0-mae:4903.91992 validation_1-mae:6077.18652 [722] validation_0-mae:4902.20459 validation_1-mae:6077.04248 [723] validation_0-mae:4899.57812 validation_1-mae:6076.28906 [724] validation_0-mae:4897.58838 validation_1-mae:6075.58008 [725] validation_0-mae:4895.79004 validation_1-mae:6075.20166 [726] validation_0-mae:4894.21387 validation_1-mae:6074.76318 [727] validation_0-mae:4892.46533 validation_1-mae:6073.88916 [728] validation_0-mae:4891.08496 validation_1-mae:6074.04346 [729] validation_0-mae:4889.03418 validation_1-mae:6074.12939 [730] validation_0-mae:4886.64453 validation_1-mae:6073.72607 [731] validation_0-mae:4885.83691 validation_1-mae:6073.81982 [732] validation_0-mae:4884.38818 validation_1-mae:6073.38721 [733] validation_0-mae:4882.94727 validation_1-mae:6072.96094 [734] validation_0-mae:4881.18359 validation_1-mae:6071.94189 [735] validation_0-mae:4879.83057 validation_1-mae:6071.46240 [736] validation_0-mae:4879.05078 validation_1-mae:6071.38818 [737] validation_0-mae:4877.77246 validation_1-mae:6071.05225 [738] validation_0-mae:4876.06543 validation_1-mae:6070.55176 [739] validation_0-mae:4875.40430 validation_1-mae:6070.35107 [740] validation_0-mae:4874.25098 validation_1-mae:6070.52490 [741] validation_0-mae:4873.25195 validation_1-mae:6070.73145 [742] validation_0-mae:4871.69629 validation_1-mae:6069.89453 [743] validation_0-mae:4868.84326 validation_1-mae:6068.15478 [744] validation_0-mae:4867.79248 validation_1-mae:6067.75732 [745] validation_0-mae:4865.97217 validation_1-mae:6067.96533 [746] validation_0-mae:4863.77978 validation_1-mae:6067.21338 [747] validation_0-mae:4861.03857 validation_1-mae:6066.19629 [748] validation_0-mae:4858.94043 validation_1-mae:6067.37695 [749] validation_0-mae:4857.42432 validation_1-mae:6067.65820 [750] validation_0-mae:4854.20996 validation_1-mae:6067.13867 [751] validation_0-mae:4853.19092 validation_1-mae:6066.67969 [752] validation_0-mae:4850.70068 validation_1-mae:6065.93018 [753] validation_0-mae:4849.40137 validation_1-mae:6065.30664 [754] validation_0-mae:4847.71582 validation_1-mae:6065.44189 [755] validation_0-mae:4846.96094 validation_1-mae:6065.19141 [756] validation_0-mae:4846.57275 validation_1-mae:6064.99023 [757] validation_0-mae:4844.28662 validation_1-mae:6064.70898 [758] validation_0-mae:4843.60547 validation_1-mae:6064.47217 [759] validation_0-mae:4842.10254 validation_1-mae:6064.31885 [760] validation_0-mae:4840.89990 validation_1-mae:6064.09766 [761] validation_0-mae:4840.02637 validation_1-mae:6063.60938 [762] validation_0-mae:4838.28662 validation_1-mae:6063.37305 [763] validation_0-mae:4837.32617 validation_1-mae:6063.18018 [764] validation_0-mae:4835.66309 validation_1-mae:6063.69482 [765] validation_0-mae:4833.12451 validation_1-mae:6062.86865 [766] validation_0-mae:4831.39404 validation_1-mae:6062.76172 [767] validation_0-mae:4830.69922 validation_1-mae:6062.77881 [768] validation_0-mae:4829.18018 validation_1-mae:6062.02686 [769] validation_0-mae:4828.39502 validation_1-mae:6062.05957 [770] validation_0-mae:4826.55957 validation_1-mae:6060.78125 [771] validation_0-mae:4825.04395 validation_1-mae:6060.45703 [772] validation_0-mae:4824.07910 validation_1-mae:6060.70117 [773] validation_0-mae:4823.23779 validation_1-mae:6060.43311 [774] validation_0-mae:4821.70654 validation_1-mae:6061.33301 [775] validation_0-mae:4819.13721 validation_1-mae:6060.43799 [776] validation_0-mae:4818.97314 validation_1-mae:6060.41064 [777] validation_0-mae:4817.78613 validation_1-mae:6060.27148 [778] validation_0-mae:4816.99902 validation_1-mae:6060.11133 [779] validation_0-mae:4815.34961 validation_1-mae:6059.53809 [780] validation_0-mae:4814.21631 validation_1-mae:6059.78906 [781] validation_0-mae:4812.88867 validation_1-mae:6059.77783 [782] validation_0-mae:4812.64062 validation_1-mae:6059.66602 [783] validation_0-mae:4811.44775 validation_1-mae:6059.65381 [784] validation_0-mae:4810.91357 validation_1-mae:6059.46045 [785] validation_0-mae:4809.41650 validation_1-mae:6059.04004 [786] validation_0-mae:4806.75781 validation_1-mae:6058.25830 [787] validation_0-mae:4805.55713 validation_1-mae:6058.01465 [788] validation_0-mae:4804.35889 validation_1-mae:6057.97705 [789] validation_0-mae:4804.16602 validation_1-mae:6058.14746 [790] validation_0-mae:4804.08545 validation_1-mae:6058.14551 [791] validation_0-mae:4803.81836 validation_1-mae:6058.19434 [792] validation_0-mae:4803.23047 validation_1-mae:6058.19092 [793] validation_0-mae:4802.98438 validation_1-mae:6058.24609 [794] validation_0-mae:4802.10352 validation_1-mae:6057.78711 [795] validation_0-mae:4801.00684 validation_1-mae:6057.34228 [796] validation_0-mae:4799.92627 validation_1-mae:6057.64014 [797] validation_0-mae:4798.75244 validation_1-mae:6057.85107 [798] validation_0-mae:4795.78516 validation_1-mae:6056.39600 [799] validation_0-mae:4794.62158 validation_1-mae:6055.80566 [800] validation_0-mae:4793.58301 validation_1-mae:6055.44629 [801] validation_0-mae:4792.47217 validation_1-mae:6055.19922 [802] validation_0-mae:4791.50439 validation_1-mae:6055.26562 [803] validation_0-mae:4790.29688 validation_1-mae:6055.27197 [804] validation_0-mae:4787.09766 validation_1-mae:6054.10645 [805] validation_0-mae:4785.61328 validation_1-mae:6054.13281 [806] validation_0-mae:4784.28613 validation_1-mae:6054.03564 [807] validation_0-mae:4782.23584 validation_1-mae:6053.19531 [808] validation_0-mae:4781.26123 validation_1-mae:6053.31934 [809] validation_0-mae:4780.39258 validation_1-mae:6053.37647 [810] validation_0-mae:4779.16650 validation_1-mae:6052.67432 [811] validation_0-mae:4777.83887 validation_1-mae:6052.74463 [812] validation_0-mae:4777.79053 validation_1-mae:6052.74414 [813] validation_0-mae:4777.36816 validation_1-mae:6053.06738 [814] validation_0-mae:4775.66162 validation_1-mae:6052.45752 [815] validation_0-mae:4773.72754 validation_1-mae:6052.18897 [816] validation_0-mae:4772.37939 validation_1-mae:6052.04395 [817] validation_0-mae:4770.97217 validation_1-mae:6052.10645 [818] validation_0-mae:4769.02783 validation_1-mae:6052.08594 [819] validation_0-mae:4767.25439 validation_1-mae:6050.95654 [820] validation_0-mae:4765.73047 validation_1-mae:6051.26025 [821] validation_0-mae:4765.02197 validation_1-mae:6051.25293 [822] validation_0-mae:4763.41943 validation_1-mae:6050.70361 [823] validation_0-mae:4762.53369 validation_1-mae:6050.46191 [824] validation_0-mae:4761.26562 validation_1-mae:6049.47510 [825] validation_0-mae:4758.21533 validation_1-mae:6048.90772 [826] validation_0-mae:4756.37695 validation_1-mae:6047.97656 [827] validation_0-mae:4754.58545 validation_1-mae:6048.15576 [828] validation_0-mae:4753.18701 validation_1-mae:6048.32080 [829] validation_0-mae:4751.20752 validation_1-mae:6046.86475 [830] validation_0-mae:4749.12695 validation_1-mae:6045.84668 [831] validation_0-mae:4748.01514 validation_1-mae:6045.95752 [832] validation_0-mae:4746.67334 validation_1-mae:6045.46924 [833] validation_0-mae:4745.65723 validation_1-mae:6045.41357 [834] validation_0-mae:4743.28125 validation_1-mae:6044.83887 [835] validation_0-mae:4741.89990 validation_1-mae:6044.63916 [836] validation_0-mae:4740.86133 validation_1-mae:6044.89160 [837] validation_0-mae:4739.28955 validation_1-mae:6043.96875 [838] validation_0-mae:4737.59131 validation_1-mae:6043.57129 [839] validation_0-mae:4736.09131 validation_1-mae:6043.24561 [840] validation_0-mae:4733.21631 validation_1-mae:6042.84131 [841] validation_0-mae:4730.19531 validation_1-mae:6040.99609 [842] validation_0-mae:4728.47119 validation_1-mae:6040.68652 [843] validation_0-mae:4726.32959 validation_1-mae:6039.58838 [844] validation_0-mae:4724.03564 validation_1-mae:6039.20703 [845] validation_0-mae:4722.42627 validation_1-mae:6038.63965 [846] validation_0-mae:4721.49951 validation_1-mae:6039.02490 [847] validation_0-mae:4719.49463 validation_1-mae:6038.64795 [848] validation_0-mae:4718.58008 validation_1-mae:6038.47461 [849] validation_0-mae:4716.65674 validation_1-mae:6038.19678 [850] validation_0-mae:4714.74609 validation_1-mae:6037.65772 [851] validation_0-mae:4712.98730 validation_1-mae:6037.78027 [852] validation_0-mae:4712.15625 validation_1-mae:6038.06397 [853] validation_0-mae:4710.35449 validation_1-mae:6038.32227 [854] validation_0-mae:4709.35742 validation_1-mae:6037.95459 [855] validation_0-mae:4707.52295 validation_1-mae:6037.89062 [856] validation_0-mae:4705.06543 validation_1-mae:6037.73828 [857] validation_0-mae:4702.74170 validation_1-mae:6037.28564 [858] validation_0-mae:4701.93359 validation_1-mae:6037.56103 [859] validation_0-mae:4701.11084 validation_1-mae:6037.41162 [860] validation_0-mae:4699.18359 validation_1-mae:6037.23096 [861] validation_0-mae:4697.79199 validation_1-mae:6037.97461 [862] validation_0-mae:4695.33887 validation_1-mae:6038.10498 [863] validation_0-mae:4693.28516 validation_1-mae:6037.55078 [864] validation_0-mae:4692.35693 validation_1-mae:6037.13477 [865] validation_0-mae:4690.62549 validation_1-mae:6036.58545 [866] validation_0-mae:4689.53516 validation_1-mae:6036.78076 [867] validation_0-mae:4688.46289 validation_1-mae:6036.55615 [868] validation_0-mae:4687.23389 validation_1-mae:6036.03516 [869] validation_0-mae:4686.08643 validation_1-mae:6035.90772 [870] validation_0-mae:4684.58691 validation_1-mae:6035.34375 [871] validation_0-mae:4683.43994 validation_1-mae:6035.04199 [872] validation_0-mae:4681.94092 validation_1-mae:6034.74121 [873] validation_0-mae:4680.78564 validation_1-mae:6034.72217 [874] validation_0-mae:4679.65088 validation_1-mae:6034.50244 [875] validation_0-mae:4678.79492 validation_1-mae:6034.46826 [876] validation_0-mae:4676.97266 validation_1-mae:6033.81445 [877] validation_0-mae:4676.21631 validation_1-mae:6033.28467 [878] validation_0-mae:4675.35010 validation_1-mae:6034.15088 [879] validation_0-mae:4674.38477 validation_1-mae:6034.57568 [880] validation_0-mae:4673.12598 validation_1-mae:6034.75244 [881] validation_0-mae:4672.42773 validation_1-mae:6034.85840 [882] validation_0-mae:4670.87842 validation_1-mae:6035.85400 [883] validation_0-mae:4670.52051 validation_1-mae:6035.81982 [884] validation_0-mae:4669.52295 validation_1-mae:6035.56543 [885] validation_0-mae:4667.95850 validation_1-mae:6035.44775 [886] validation_0-mae:4666.91602 validation_1-mae:6035.98145 [887] validation_0-mae:4665.50830 validation_1-mae:6036.08545 [888] validation_0-mae:4664.56885 validation_1-mae:6036.88916 [889] validation_0-mae:4663.62305 validation_1-mae:6036.43115 [890] validation_0-mae:4661.38770 validation_1-mae:6036.05859 [891] validation_0-mae:4660.58301 validation_1-mae:6035.93994 [892] validation_0-mae:4659.68066 validation_1-mae:6035.85693 [893] validation_0-mae:4658.34912 validation_1-mae:6035.47900 [894] validation_0-mae:4656.83252 validation_1-mae:6034.99463 [895] validation_0-mae:4655.45020 validation_1-mae:6034.94141 [896] validation_0-mae:4655.16016 validation_1-mae:6034.97754 [897] validation_0-mae:4653.90576 validation_1-mae:6034.93457 [898] validation_0-mae:4652.82324 validation_1-mae:6034.67041 [899] validation_0-mae:4651.31201 validation_1-mae:6034.33105 [900] validation_0-mae:4650.15381 validation_1-mae:6034.31201 [901] validation_0-mae:4649.00439 validation_1-mae:6034.61133 [902] validation_0-mae:4648.34131 validation_1-mae:6034.60205 [903] validation_0-mae:4647.30518 validation_1-mae:6034.38379 [904] validation_0-mae:4646.77393 validation_1-mae:6034.70508 [905] validation_0-mae:4645.89111 validation_1-mae:6034.70410 [906] validation_0-mae:4644.57422 validation_1-mae:6034.35986 [907] validation_0-mae:4642.80908 validation_1-mae:6034.01514 [908] validation_0-mae:4642.04395 validation_1-mae:6033.90430 [909] validation_0-mae:4640.75781 validation_1-mae:6033.53418 [910] validation_0-mae:4638.99561 validation_1-mae:6033.33643 [911] validation_0-mae:4638.13623 validation_1-mae:6032.82031 [912] validation_0-mae:4637.12158 validation_1-mae:6032.92041 [913] validation_0-mae:4635.49707 validation_1-mae:6032.59228 [914] validation_0-mae:4633.71289 validation_1-mae:6032.83301 [915] validation_0-mae:4631.91064 validation_1-mae:6032.42188 [916] validation_0-mae:4630.51953 validation_1-mae:6032.57080 [917] validation_0-mae:4628.94922 validation_1-mae:6032.25342 [918] validation_0-mae:4627.40234 validation_1-mae:6031.77393 [919] validation_0-mae:4625.50439 validation_1-mae:6031.42334 [920] validation_0-mae:4624.71240 validation_1-mae:6031.28809 [921] validation_0-mae:4623.08105 validation_1-mae:6031.97852 [922] validation_0-mae:4622.58008 validation_1-mae:6032.06934 [923] validation_0-mae:4621.40381 validation_1-mae:6031.86914 [924] validation_0-mae:4620.27246 validation_1-mae:6032.70947 [925] validation_0-mae:4619.12549 validation_1-mae:6032.54102 [926] validation_0-mae:4617.09180 validation_1-mae:6031.60352 [927] validation_0-mae:4615.75879 validation_1-mae:6031.31641 [928] validation_0-mae:4614.32471 validation_1-mae:6030.94189 [929] validation_0-mae:4613.54102 validation_1-mae:6030.62305 [930] validation_0-mae:4612.03369 validation_1-mae:6030.93603 [931] validation_0-mae:4611.24121 validation_1-mae:6030.93994 [932] validation_0-mae:4609.55664 validation_1-mae:6030.78320 [933] validation_0-mae:4608.20166 validation_1-mae:6030.44531 [934] validation_0-mae:4607.44287 validation_1-mae:6030.40576 [935] validation_0-mae:4606.36572 validation_1-mae:6030.58057 [936] validation_0-mae:4604.96436 validation_1-mae:6030.64160 [937] validation_0-mae:4603.82178 validation_1-mae:6030.25684 [938] validation_0-mae:4602.86914 validation_1-mae:6030.09814 [939] validation_0-mae:4600.46289 validation_1-mae:6028.73242 [940] validation_0-mae:4599.66553 validation_1-mae:6028.94531 [941] validation_0-mae:4599.25781 validation_1-mae:6028.95508 [942] validation_0-mae:4598.44971 validation_1-mae:6028.84473 [943] validation_0-mae:4597.79736 validation_1-mae:6028.43018 [944] validation_0-mae:4595.83984 validation_1-mae:6027.95410 [945] validation_0-mae:4593.57568 validation_1-mae:6027.32568 [946] validation_0-mae:4592.51367 validation_1-mae:6027.33740 [947] validation_0-mae:4590.42285 validation_1-mae:6027.22412 [948] validation_0-mae:4587.98389 validation_1-mae:6028.16748 [949] validation_0-mae:4586.92627 validation_1-mae:6028.35352 [950] validation_0-mae:4586.13818 validation_1-mae:6028.17139 [951] validation_0-mae:4585.83398 validation_1-mae:6028.26074 [952] validation_0-mae:4584.52100 validation_1-mae:6027.80811 [953] validation_0-mae:4583.30225 validation_1-mae:6027.73291 [954] validation_0-mae:4582.54492 validation_1-mae:6027.89062 [955] validation_0-mae:4581.64307 validation_1-mae:6027.68701 [956] validation_0-mae:4580.61426 validation_1-mae:6027.11182 [957] validation_0-mae:4579.33203 validation_1-mae:6026.73730 [958] validation_0-mae:4578.46387 validation_1-mae:6026.86572 [959] validation_0-mae:4577.69824 validation_1-mae:6026.56738 [960] validation_0-mae:4576.66406 validation_1-mae:6026.35498 [961] validation_0-mae:4576.05566 validation_1-mae:6026.10156 [962] validation_0-mae:4575.97559 validation_1-mae:6026.08447 [963] validation_0-mae:4575.28027 validation_1-mae:6025.94580 [964] validation_0-mae:4575.03662 validation_1-mae:6025.91016 [965] validation_0-mae:4574.22705 validation_1-mae:6025.83984 [966] validation_0-mae:4572.83936 validation_1-mae:6025.76074 [967] validation_0-mae:4570.40625 validation_1-mae:6024.88672 [968] validation_0-mae:4569.83496 validation_1-mae:6024.58936 [969] validation_0-mae:4568.23682 validation_1-mae:6024.72754 [970] validation_0-mae:4566.96680 validation_1-mae:6024.67578 [971] validation_0-mae:4564.92041 validation_1-mae:6024.08936 [972] validation_0-mae:4563.66992 validation_1-mae:6023.96289 [973] validation_0-mae:4562.67627 validation_1-mae:6023.84814 [974] validation_0-mae:4561.52783 validation_1-mae:6023.74853 [975] validation_0-mae:4560.36768 validation_1-mae:6023.09228 [976] validation_0-mae:4559.10938 validation_1-mae:6022.69824 [977] validation_0-mae:4557.84717 validation_1-mae:6022.63428 [978] validation_0-mae:4557.20947 validation_1-mae:6022.58594 [979] validation_0-mae:4555.68701 validation_1-mae:6022.13135 [980] validation_0-mae:4554.50147 validation_1-mae:6022.19824 [981] validation_0-mae:4553.52393 validation_1-mae:6022.19092 [982] validation_0-mae:4552.65918 validation_1-mae:6022.14746 [983] validation_0-mae:4551.45166 validation_1-mae:6021.49707 [984] validation_0-mae:4550.36133 validation_1-mae:6021.39404 [985] validation_0-mae:4548.72217 validation_1-mae:6020.69922 [986] validation_0-mae:4547.77686 validation_1-mae:6020.58691 [987] validation_0-mae:4547.23535 validation_1-mae:6020.47119 [988] validation_0-mae:4545.99268 validation_1-mae:6020.23828 [989] validation_0-mae:4543.94482 validation_1-mae:6019.28955 [990] validation_0-mae:4542.44775 validation_1-mae:6019.16797 [991] validation_0-mae:4541.37109 validation_1-mae:6018.82959 [992] validation_0-mae:4539.70459 validation_1-mae:6018.79150 [993] validation_0-mae:4538.14453 validation_1-mae:6017.71387 [994] validation_0-mae:4536.32422 validation_1-mae:6018.18897 [995] validation_0-mae:4534.66699 validation_1-mae:6018.01270 [996] validation_0-mae:4533.50147 validation_1-mae:6018.43359 [997] validation_0-mae:4532.16504 validation_1-mae:6018.29590 [998] validation_0-mae:4531.19482 validation_1-mae:6018.06055 [999] validation_0-mae:4530.62549 validation_1-mae:6017.95898 [1000] validation_0-mae:4529.16602 validation_1-mae:6017.95508 [1001] validation_0-mae:4527.03613 validation_1-mae:6017.39355 [1002] validation_0-mae:4526.04883 validation_1-mae:6017.26123 [1003] validation_0-mae:4524.54736 validation_1-mae:6017.36670 [1004] validation_0-mae:4523.80469 validation_1-mae:6017.34912 [1005] validation_0-mae:4523.44922 validation_1-mae:6017.23730 [1006] validation_0-mae:4523.29883 validation_1-mae:6017.35449 [1007] validation_0-mae:4522.67334 validation_1-mae:6017.16357 [1008] validation_0-mae:4522.15088 validation_1-mae:6018.06689 [1009] validation_0-mae:4520.78906 validation_1-mae:6018.33350 [1010] validation_0-mae:4519.19824 validation_1-mae:6018.11133 [1011] validation_0-mae:4517.69873 validation_1-mae:6018.07324 [1012] validation_0-mae:4516.00147 validation_1-mae:6017.50830 [1013] validation_0-mae:4514.80176 validation_1-mae:6017.12842 [1014] validation_0-mae:4514.06836 validation_1-mae:6017.09033 [1015] validation_0-mae:4512.99365 validation_1-mae:6016.70752 [1016] validation_0-mae:4511.59131 validation_1-mae:6015.78711 [1017] validation_0-mae:4510.40723 validation_1-mae:6015.60107 [1018] validation_0-mae:4509.86963 validation_1-mae:6015.66895 [1019] validation_0-mae:4509.31445 validation_1-mae:6015.76025 [1020] validation_0-mae:4507.71143 validation_1-mae:6015.36230 [1021] validation_0-mae:4506.08252 validation_1-mae:6016.39648 [1022] validation_0-mae:4505.49609 validation_1-mae:6016.11279 [1023] validation_0-mae:4505.17822 validation_1-mae:6016.06397 [1024] validation_0-mae:4504.02783 validation_1-mae:6016.29785 [1025] validation_0-mae:4503.18115 validation_1-mae:6016.63379 [1026] validation_0-mae:4502.13330 validation_1-mae:6016.50049 [1027] validation_0-mae:4500.25488 validation_1-mae:6015.79639 [1028] validation_0-mae:4499.50147 validation_1-mae:6015.58203 [1029] validation_0-mae:4497.38623 validation_1-mae:6015.50586 [1030] validation_0-mae:4496.01758 validation_1-mae:6015.82568 [1031] validation_0-mae:4495.12647 validation_1-mae:6015.88574 [1032] validation_0-mae:4493.67676 validation_1-mae:6015.50977 [1033] validation_0-mae:4492.16748 validation_1-mae:6015.13721 [1034] validation_0-mae:4490.78564 validation_1-mae:6015.16553 [1035] validation_0-mae:4489.50781 validation_1-mae:6014.34033 [1036] validation_0-mae:4488.09766 validation_1-mae:6013.72949 [1037] validation_0-mae:4487.37158 validation_1-mae:6013.36182 [1038] validation_0-mae:4486.02051 validation_1-mae:6013.77002 [1039] validation_0-mae:4485.01904 validation_1-mae:6013.87305 [1040] validation_0-mae:4483.28369 validation_1-mae:6014.48926 [1041] validation_0-mae:4481.75098 validation_1-mae:6014.41357 [1042] validation_0-mae:4481.43945 validation_1-mae:6014.47803 [1043] validation_0-mae:4480.56592 validation_1-mae:6014.99170 [1044] validation_0-mae:4479.22754 validation_1-mae:6014.91406 [1045] validation_0-mae:4478.07129 validation_1-mae:6015.15625 [1046] validation_0-mae:4477.50439 validation_1-mae:6015.05518 [1047] validation_0-mae:4477.05713 validation_1-mae:6014.75244 [1048] validation_0-mae:4476.28369 validation_1-mae:6014.51123 [1049] validation_0-mae:4475.25244 validation_1-mae:6015.16162 [1050] validation_0-mae:4475.17285 validation_1-mae:6015.14160 [1051] validation_0-mae:4474.40332 validation_1-mae:6015.23486 [1052] validation_0-mae:4473.89600 validation_1-mae:6015.33789 [1053] validation_0-mae:4472.30371 validation_1-mae:6015.29639 [1054] validation_0-mae:4471.57715 validation_1-mae:6015.64404 [1055] validation_0-mae:4469.84326 validation_1-mae:6015.96680 [1056] validation_0-mae:4469.81348 validation_1-mae:6015.97070 [1057] validation_0-mae:4468.22607 validation_1-mae:6015.95312 [1058] validation_0-mae:4467.09619 validation_1-mae:6016.31152 [1059] validation_0-mae:4464.55615 validation_1-mae:6016.37305 [1060] validation_0-mae:4463.41699 validation_1-mae:6015.93359 [1061] validation_0-mae:4461.67773 validation_1-mae:6015.52490 [1062] validation_0-mae:4460.28418 validation_1-mae:6015.55518 [1063] validation_0-mae:4459.69922 validation_1-mae:6015.76904 [1064] validation_0-mae:4458.75342 validation_1-mae:6015.79395 [1065] validation_0-mae:4457.47461 validation_1-mae:6015.77539 [1066] validation_0-mae:4455.87305 validation_1-mae:6016.52197 [1067] validation_0-mae:4454.50488 validation_1-mae:6016.12842 [1068] validation_0-mae:4452.90088 validation_1-mae:6015.51367 [1069] validation_0-mae:4451.88037 validation_1-mae:6015.38867 [1070] validation_0-mae:4450.92432 validation_1-mae:6015.24023 [1071] validation_0-mae:4449.09619 validation_1-mae:6014.97656 [1072] validation_0-mae:4448.12598 validation_1-mae:6014.80225 [1073] validation_0-mae:4445.98047 validation_1-mae:6014.89697 [1074] validation_0-mae:4444.50391 validation_1-mae:6014.89941 [1075] validation_0-mae:4443.19727 validation_1-mae:6014.82080 [1076] validation_0-mae:4440.59717 validation_1-mae:6014.33008 [1077] validation_0-mae:4439.50342 validation_1-mae:6014.59033 [1078] validation_0-mae:4438.15088 validation_1-mae:6014.76221 [1079] validation_0-mae:4437.44971 validation_1-mae:6014.87158 [1080] validation_0-mae:4436.45654 validation_1-mae:6015.38867 [1081] validation_0-mae:4434.72559 validation_1-mae:6015.44873 [1082] validation_0-mae:4433.72217 validation_1-mae:6015.39258 [1083] validation_0-mae:4432.66211 validation_1-mae:6015.44189 [1084] validation_0-mae:4431.29980 validation_1-mae:6015.51611 [1085] validation_0-mae:4429.73975 validation_1-mae:6015.55566 [1086] validation_0-mae:4429.03613 validation_1-mae:6015.61328 [1087] validation_0-mae:4427.37353 validation_1-mae:6015.37207 [1088] validation_0-mae:4426.21728 validation_1-mae:6015.40039 [1089] validation_0-mae:4425.03760 validation_1-mae:6015.66357 [1090] validation_0-mae:4424.04297 validation_1-mae:6015.46191 [1091] validation_0-mae:4423.26416 validation_1-mae:6015.43164 [1092] validation_0-mae:4422.08984 validation_1-mae:6015.17578 [1093] validation_0-mae:4420.72412 validation_1-mae:6014.73730 [1094] validation_0-mae:4419.70264 validation_1-mae:6014.69385 [1095] validation_0-mae:4418.77930 validation_1-mae:6014.61084 [1096] validation_0-mae:4418.20605 validation_1-mae:6014.08447 [1097] validation_0-mae:4417.51611 validation_1-mae:6014.20850 [1098] validation_0-mae:4416.84033 validation_1-mae:6014.32129 [1099] validation_0-mae:4416.22510 validation_1-mae:6014.34522 [1100] validation_0-mae:4414.87109 validation_1-mae:6014.28076 [1101] validation_0-mae:4413.39160 validation_1-mae:6014.05615 [1102] validation_0-mae:4411.78760 validation_1-mae:6014.48096 [1103] validation_0-mae:4410.67627 validation_1-mae:6015.00586 [1104] validation_0-mae:4409.32275 validation_1-mae:6015.32471 [1105] validation_0-mae:4408.12109 validation_1-mae:6015.62012 [1106] validation_0-mae:4406.91846 validation_1-mae:6015.48682 [1107] validation_0-mae:4406.29297 validation_1-mae:6015.34522 [1108] validation_0-mae:4404.79980 validation_1-mae:6015.51270 [1109] validation_0-mae:4403.58350 validation_1-mae:6015.45215 [1110] validation_0-mae:4401.98486 validation_1-mae:6015.42773 [1111] validation_0-mae:4400.68164 validation_1-mae:6014.82324 [1112] validation_0-mae:4400.26025 validation_1-mae:6014.60840 [1113] validation_0-mae:4399.25732 validation_1-mae:6015.06885 [1114] validation_0-mae:4397.84326 validation_1-mae:6015.37158 [1115] validation_0-mae:4396.91455 validation_1-mae:6015.23877 [1116] validation_0-mae:4395.50391 validation_1-mae:6015.82764 [1117] validation_0-mae:4394.40430 validation_1-mae:6015.69629 [1118] validation_0-mae:4393.61816 validation_1-mae:6016.23193 [1119] validation_0-mae:4392.76660 validation_1-mae:6016.42383 [1120] validation_0-mae:4391.35010 validation_1-mae:6016.67676 [1121] validation_0-mae:4390.58691 validation_1-mae:6016.16211 [1122] validation_0-mae:4390.20605 validation_1-mae:6016.70508 [1123] validation_0-mae:4388.49316 validation_1-mae:6015.65918 [1124] validation_0-mae:4387.29590 validation_1-mae:6016.19775 [1125] validation_0-mae:4385.38232 validation_1-mae:6015.79346 [1126] validation_0-mae:4384.74170 validation_1-mae:6016.18603 [1127] validation_0-mae:4384.13965 validation_1-mae:6016.06934 [1128] validation_0-mae:4382.96143 validation_1-mae:6015.93750 [1129] validation_0-mae:4382.50000 validation_1-mae:6015.74072 [1130] validation_0-mae:4381.52051 validation_1-mae:6016.26758 [1131] validation_0-mae:4380.66113 validation_1-mae:6016.17480 [1132] validation_0-mae:4380.50977 validation_1-mae:6016.17578 [1133] validation_0-mae:4379.28467 validation_1-mae:6015.87109 [1134] validation_0-mae:4378.28564 validation_1-mae:6016.08447 [1135] validation_0-mae:4376.37647 validation_1-mae:6015.12988 [1136] validation_0-mae:4375.91943 validation_1-mae:6015.06641 [1137] validation_0-mae:4374.44385 validation_1-mae:6015.36621 [1138] validation_0-mae:4373.36621 validation_1-mae:6015.61572 [1139] validation_0-mae:4372.31982 validation_1-mae:6015.75928 [1140] validation_0-mae:4371.70361 validation_1-mae:6015.99561 [1141] validation_0-mae:4370.65772 validation_1-mae:6016.27930 [1142] validation_0-mae:4369.17090 validation_1-mae:6015.59912 [1143] validation_0-mae:4368.93408 validation_1-mae:6015.67676 [1144] validation_0-mae:4368.63965 validation_1-mae:6015.97217 [1145] validation_0-mae:4367.66602 validation_1-mae:6015.31201 [1146] validation_0-mae:4366.24365 validation_1-mae:6015.04248 [1147] validation_0-mae:4364.53174 validation_1-mae:6014.87891 [1148] validation_0-mae:4362.90283 validation_1-mae:6014.64502 [1149] validation_0-mae:4361.58691 validation_1-mae:6014.81836 [1150] validation_0-mae:4360.13135 validation_1-mae:6015.50439 [1151] validation_0-mae:4359.14600 validation_1-mae:6015.20557 [1152] validation_0-mae:4358.03662 validation_1-mae:6015.54004 [1153] validation_0-mae:4356.39453 validation_1-mae:6015.30273 [1154] validation_0-mae:4355.45654 validation_1-mae:6016.00098 [1155] validation_0-mae:4353.87744 validation_1-mae:6014.83594 [1156] validation_0-mae:4353.25977 validation_1-mae:6014.77637 [1157] validation_0-mae:4352.25977 validation_1-mae:6014.19189 [1158] validation_0-mae:4351.63916 validation_1-mae:6014.05762 [1159] validation_0-mae:4351.37207 validation_1-mae:6014.05713 [1160] validation_0-mae:4350.33398 validation_1-mae:6013.85303 [1161] validation_0-mae:4349.34717 validation_1-mae:6013.59277 [1162] validation_0-mae:4348.01270 validation_1-mae:6013.50488 [1163] validation_0-mae:4347.14990 validation_1-mae:6013.03711 [1164] validation_0-mae:4346.60596 validation_1-mae:6013.12598 [1165] validation_0-mae:4345.27978 validation_1-mae:6013.34522 [1166] validation_0-mae:4344.64746 validation_1-mae:6013.17822 [1167] validation_0-mae:4343.73633 validation_1-mae:6013.93848 [1168] validation_0-mae:4343.20117 validation_1-mae:6014.43066 [1169] validation_0-mae:4342.44971 validation_1-mae:6014.21436 [1170] validation_0-mae:4340.36865 validation_1-mae:6014.36865 [1171] validation_0-mae:4339.31543 validation_1-mae:6014.11768 [1172] validation_0-mae:4338.10156 validation_1-mae:6013.63525 [1173] validation_0-mae:4336.75781 validation_1-mae:6014.30176 [1174] validation_0-mae:4335.96875 validation_1-mae:6014.07520 [1175] validation_0-mae:4334.32275 validation_1-mae:6013.84033 [1176] validation_0-mae:4332.47559 validation_1-mae:6014.18897 [1177] validation_0-mae:4331.73779 validation_1-mae:6013.98584 [1178] validation_0-mae:4330.85010 validation_1-mae:6014.03711 [1179] validation_0-mae:4330.16943 validation_1-mae:6013.92480 [1180] validation_0-mae:4328.93848 validation_1-mae:6013.58936 [1181] validation_0-mae:4327.81934 validation_1-mae:6013.63721 [1182] validation_0-mae:4327.24561 validation_1-mae:6013.58301 [1183] validation_0-mae:4326.29297 validation_1-mae:6013.73877 [1184] validation_0-mae:4325.96533 validation_1-mae:6013.62695 [1185] validation_0-mae:4325.12842 validation_1-mae:6013.45605 [1186] validation_0-mae:4324.72900 validation_1-mae:6013.53369 [1187] validation_0-mae:4323.46387 validation_1-mae:6013.77344 [1188] validation_0-mae:4322.69775 validation_1-mae:6013.77637 [1189] validation_0-mae:4322.19531 validation_1-mae:6013.55029 [1190] validation_0-mae:4321.57520 validation_1-mae:6013.75488 [1191] validation_0-mae:4321.55469 validation_1-mae:6013.79492 [1192] validation_0-mae:4321.05762 validation_1-mae:6013.82129 [1193] validation_0-mae:4320.24365 validation_1-mae:6014.19775 [1194] validation_0-mae:4319.52441 validation_1-mae:6013.84473 [1195] validation_0-mae:4318.20068 validation_1-mae:6013.85156 [1196] validation_0-mae:4316.85156 validation_1-mae:6013.79297 [1197] validation_0-mae:4315.57471 validation_1-mae:6014.52588 [1198] validation_0-mae:4314.44043 validation_1-mae:6014.88184 [1199] validation_0-mae:4313.42529 validation_1-mae:6014.64600 [1200] validation_0-mae:4312.66162 validation_1-mae:6014.81592 [1201] validation_0-mae:4311.24365 validation_1-mae:6015.12939 [1202] validation_0-mae:4310.21191 validation_1-mae:6015.23096 [1203] validation_0-mae:4309.15234 validation_1-mae:6014.73779 [1204] validation_0-mae:4307.20605 validation_1-mae:6014.95947 [1205] validation_0-mae:4306.22559 validation_1-mae:6015.08447 [1206] validation_0-mae:4305.35400 validation_1-mae:6014.64893 [1207] validation_0-mae:4304.61377 validation_1-mae:6014.66895 [1208] validation_0-mae:4304.44922 validation_1-mae:6014.62305 [1209] validation_0-mae:4303.97559 validation_1-mae:6014.74072 [1210] validation_0-mae:4303.27978 validation_1-mae:6014.76172 [1211] validation_0-mae:4302.53760 validation_1-mae:6014.61914 [1212] validation_0-mae:4301.45459 validation_1-mae:6014.78857 [1213] validation_0-mae:4300.13281 validation_1-mae:6015.10791 [1214] validation_0-mae:4299.37353 validation_1-mae:6015.40918 [1215] validation_0-mae:4298.42188 validation_1-mae:6015.67969 [1216] validation_0-mae:4297.88525 validation_1-mae:6015.32910 [1217] validation_0-mae:4297.52637 validation_1-mae:6015.39990 [1218] validation_0-mae:4296.58154 validation_1-mae:6015.29443 [1219] validation_0-mae:4295.85547 validation_1-mae:6015.06885 [1220] validation_0-mae:4295.16455 validation_1-mae:6015.11279 [1221] validation_0-mae:4294.15674 validation_1-mae:6014.77832 [1222] validation_0-mae:4294.10889 validation_1-mae:6014.86328 [1223] validation_0-mae:4293.03760 validation_1-mae:6014.71094 [1224] validation_0-mae:4291.79883 validation_1-mae:6013.86133 [1225] validation_0-mae:4290.63428 validation_1-mae:6013.46728 [1226] validation_0-mae:4289.40967 validation_1-mae:6013.37793 [1227] validation_0-mae:4288.36279 validation_1-mae:6013.94336 [1228] validation_0-mae:4287.37598 validation_1-mae:6014.03174 [1229] validation_0-mae:4286.80615 validation_1-mae:6013.81250 [1230] validation_0-mae:4285.87500 validation_1-mae:6013.83691 [1231] validation_0-mae:4285.22119 validation_1-mae:6013.49414 [1232] validation_0-mae:4284.29785 validation_1-mae:6013.37451 [1233] validation_0-mae:4283.02588 validation_1-mae:6013.75928 [1234] validation_0-mae:4281.98584 validation_1-mae:6013.45801 [1235] validation_0-mae:4281.56152 validation_1-mae:6013.23926 [1236] validation_0-mae:4280.70117 validation_1-mae:6013.17725 [1237] validation_0-mae:4280.22607 validation_1-mae:6013.41846 [1238] validation_0-mae:4279.28760 validation_1-mae:6013.47022 [1239] validation_0-mae:4278.79346 validation_1-mae:6013.18750 [1240] validation_0-mae:4277.96826 validation_1-mae:6012.83398 [1241] validation_0-mae:4277.10449 validation_1-mae:6012.70215 [1242] validation_0-mae:4276.95703 validation_1-mae:6013.04785 [1243] validation_0-mae:4276.14600 validation_1-mae:6013.44922 [1244] validation_0-mae:4275.26172 validation_1-mae:6013.77783 [1245] validation_0-mae:4274.07080 validation_1-mae:6014.35547 [1246] validation_0-mae:4273.70361 validation_1-mae:6014.19922 [1247] validation_0-mae:4273.25684 validation_1-mae:6014.31201 [1248] validation_0-mae:4272.76318 validation_1-mae:6014.52637 [1249] validation_0-mae:4272.29248 validation_1-mae:6014.67676 [1250] validation_0-mae:4271.18701 validation_1-mae:6014.98340 [1251] validation_0-mae:4270.06689 validation_1-mae:6014.45850 [1252] validation_0-mae:4268.88965 validation_1-mae:6013.93115 [1253] validation_0-mae:4267.74072 validation_1-mae:6014.16162 [1254] validation_0-mae:4267.12353 validation_1-mae:6013.99219 [1255] validation_0-mae:4265.47412 validation_1-mae:6013.92432 [1256] validation_0-mae:4264.25195 validation_1-mae:6014.49756 [1257] validation_0-mae:4263.08984 validation_1-mae:6014.22412 [1258] validation_0-mae:4262.22119 validation_1-mae:6014.30420 [1259] validation_0-mae:4261.90234 validation_1-mae:6014.35596 [1260] validation_0-mae:4260.98291 validation_1-mae:6014.84473 [1261] validation_0-mae:4259.89307 validation_1-mae:6014.94775 [1262] validation_0-mae:4258.24316 validation_1-mae:6014.56494 [1263] validation_0-mae:4257.42090 validation_1-mae:6014.76221 [1264] validation_0-mae:4256.96973 validation_1-mae:6014.74756 [1265] validation_0-mae:4255.78320 validation_1-mae:6014.88477 [1266] validation_0-mae:4254.15381 validation_1-mae:6014.95020 [1267] validation_0-mae:4252.91846 validation_1-mae:6014.82178 [1268] validation_0-mae:4252.30322 validation_1-mae:6014.49756 [1269] validation_0-mae:4251.51611 validation_1-mae:6014.73877 [1270] validation_0-mae:4251.02637 validation_1-mae:6014.75342 [1271] validation_0-mae:4249.75684 validation_1-mae:6014.53516 [1272] validation_0-mae:4248.82471 validation_1-mae:6014.92676 [1273] validation_0-mae:4247.83398 validation_1-mae:6014.98340 [1274] validation_0-mae:4247.20166 validation_1-mae:6015.01123 [1275] validation_0-mae:4246.47705 validation_1-mae:6014.89062 [1276] validation_0-mae:4245.63574 validation_1-mae:6014.54980 [1277] validation_0-mae:4245.12207 validation_1-mae:6014.79492 [1278] validation_0-mae:4244.35547 validation_1-mae:6014.38965 [1279] validation_0-mae:4242.79932 validation_1-mae:6014.62402 [1280] validation_0-mae:4241.15088 validation_1-mae:6014.35791 [1281] validation_0-mae:4239.97607 validation_1-mae:6014.57959 [1282] validation_0-mae:4239.17236 validation_1-mae:6014.73877 [1283] validation_0-mae:4238.47119 validation_1-mae:6015.14502 [1284] validation_0-mae:4237.58936 validation_1-mae:6015.64844 [1285] validation_0-mae:4236.99951 validation_1-mae:6015.74072 [1286] validation_0-mae:4236.24609 validation_1-mae:6015.65039 [1287] validation_0-mae:4235.63281 validation_1-mae:6015.65478 [1288] validation_0-mae:4234.90186 validation_1-mae:6015.46191 [1289] validation_0-mae:4232.80225 validation_1-mae:6015.32080 [1290] validation_0-mae:4231.64258 validation_1-mae:6015.11816 [1291] validation_0-mae:4229.75635 validation_1-mae:6016.47607 [1292] validation_0-mae:4228.66650 validation_1-mae:6016.36963 [1293] validation_0-mae:4227.83887 validation_1-mae:6016.02197 [1294] validation_0-mae:4225.91553 validation_1-mae:6016.06299 [1295] validation_0-mae:4225.05957 validation_1-mae:6016.57568 [1296] validation_0-mae:4224.07715 validation_1-mae:6016.49756 [1297] validation_0-mae:4222.37353 validation_1-mae:6016.04834 [1298] validation_0-mae:4220.14844 validation_1-mae:6015.89355 [1299] validation_0-mae:4218.56055 validation_1-mae:6015.59961 [1300] validation_0-mae:4217.91846 validation_1-mae:6015.90527 [1301] validation_0-mae:4217.21484 validation_1-mae:6015.75879 [1302] validation_0-mae:4215.72022 validation_1-mae:6015.56348 [1303] validation_0-mae:4215.20312 validation_1-mae:6015.48096 [1304] validation_0-mae:4215.02002 validation_1-mae:6015.44873 [1305] validation_0-mae:4214.17822 validation_1-mae:6015.28857 [1306] validation_0-mae:4213.40918 validation_1-mae:6015.06445 [1307] validation_0-mae:4212.68652 validation_1-mae:6015.16602 [1308] validation_0-mae:4211.39502 validation_1-mae:6014.19238 [1309] validation_0-mae:4210.67432 validation_1-mae:6013.94971 [1310] validation_0-mae:4209.99512 validation_1-mae:6013.58887 [1311] validation_0-mae:4208.95068 validation_1-mae:6013.58936 [1312] validation_0-mae:4208.52686 validation_1-mae:6013.44531 [1313] validation_0-mae:4208.10205 validation_1-mae:6013.56543 [1314] validation_0-mae:4207.36426 validation_1-mae:6013.79248 [1315] validation_0-mae:4207.21143 validation_1-mae:6013.66992 [1316] validation_0-mae:4207.18799 validation_1-mae:6013.68311 [1317] validation_0-mae:4205.92188 validation_1-mae:6013.59473 [1318] validation_0-mae:4204.41748 validation_1-mae:6013.71875 [1319] validation_0-mae:4203.22217 validation_1-mae:6014.13232 [1320] validation_0-mae:4202.71191 validation_1-mae:6014.31397 [1321] validation_0-mae:4202.36133 validation_1-mae:6014.28418 [1322] validation_0-mae:4201.64844 validation_1-mae:6013.95508 [1323] validation_0-mae:4201.36328 validation_1-mae:6013.99512 [1324] validation_0-mae:4200.86230 validation_1-mae:6013.94873 [1325] validation_0-mae:4200.47217 validation_1-mae:6013.85498 [1326] validation_0-mae:4199.91992 validation_1-mae:6013.68115 [1327] validation_0-mae:4199.38623 validation_1-mae:6013.60059 [1328] validation_0-mae:4198.63281 validation_1-mae:6013.72217 [1329] validation_0-mae:4198.08203 validation_1-mae:6013.50830 [1330] validation_0-mae:4197.17627 validation_1-mae:6013.65576 [1331] validation_0-mae:4195.52002 validation_1-mae:6012.91260 [1332] validation_0-mae:4194.49316 validation_1-mae:6012.51953 [1333] validation_0-mae:4193.37158 validation_1-mae:6012.25781 [1334] validation_0-mae:4191.98682 validation_1-mae:6012.53516 [1335] validation_0-mae:4191.30908 validation_1-mae:6012.25537 [1336] validation_0-mae:4190.24756 validation_1-mae:6012.17871 [1337] validation_0-mae:4189.82520 validation_1-mae:6012.62109 [1338] validation_0-mae:4189.12793 validation_1-mae:6012.70117 [1339] validation_0-mae:4187.37891 validation_1-mae:6012.00244 [1340] validation_0-mae:4186.37891 validation_1-mae:6011.36230 [1341] validation_0-mae:4185.26270 validation_1-mae:6011.97852 [1342] validation_0-mae:4184.02002 validation_1-mae:6012.16846 [1343] validation_0-mae:4182.65527 validation_1-mae:6011.63867 [1344] validation_0-mae:4181.43262 validation_1-mae:6011.80029 [1345] validation_0-mae:4180.62158 validation_1-mae:6011.62891 [1346] validation_0-mae:4179.32471 validation_1-mae:6012.13965 [1347] validation_0-mae:4177.85938 validation_1-mae:6012.26270 [1348] validation_0-mae:4176.29883 validation_1-mae:6012.11963 [1349] validation_0-mae:4175.48584 validation_1-mae:6011.78174 [1350] validation_0-mae:4174.19189 validation_1-mae:6011.38379 [1351] validation_0-mae:4173.50049 validation_1-mae:6011.36279 [1352] validation_0-mae:4172.19287 validation_1-mae:6010.66260 [1353] validation_0-mae:4171.50195 validation_1-mae:6010.32275 [1354] validation_0-mae:4170.25147 validation_1-mae:6010.33398 [1355] validation_0-mae:4169.16504 validation_1-mae:6010.74316 [1356] validation_0-mae:4167.51172 validation_1-mae:6010.15820 [1357] validation_0-mae:4166.16113 validation_1-mae:6010.33252 [1358] validation_0-mae:4165.36328 validation_1-mae:6010.62647 [1359] validation_0-mae:4164.06055 validation_1-mae:6010.58496 [1360] validation_0-mae:4163.21289 validation_1-mae:6010.37353 [1361] validation_0-mae:4162.88232 validation_1-mae:6010.14307 [1362] validation_0-mae:4162.17285 validation_1-mae:6010.43603 [1363] validation_0-mae:4161.91992 validation_1-mae:6010.52588 [1364] validation_0-mae:4161.06934 validation_1-mae:6010.42041 [1365] validation_0-mae:4159.93018 validation_1-mae:6010.93897 [1366] validation_0-mae:4159.13281 validation_1-mae:6010.76514 [1367] validation_0-mae:4157.96973 validation_1-mae:6010.60645 [1368] validation_0-mae:4156.96143 validation_1-mae:6010.98047 [1369] validation_0-mae:4155.65869 validation_1-mae:6011.37500 [1370] validation_0-mae:4154.35010 validation_1-mae:6011.21094 [1371] validation_0-mae:4153.16406 validation_1-mae:6011.26318 [1372] validation_0-mae:4152.39404 validation_1-mae:6011.19873 [1373] validation_0-mae:4151.52100 validation_1-mae:6011.00342 [1374] validation_0-mae:4150.45996 validation_1-mae:6011.02588 [1375] validation_0-mae:4149.26270 validation_1-mae:6011.86865 [1376] validation_0-mae:4148.19922 validation_1-mae:6011.67578 [1377] validation_0-mae:4146.98242 validation_1-mae:6011.60693 [1378] validation_0-mae:4145.89014 validation_1-mae:6011.75488 [1379] validation_0-mae:4144.70215 validation_1-mae:6011.68213 [1380] validation_0-mae:4143.69482 validation_1-mae:6011.60791 [1381] validation_0-mae:4142.81250 validation_1-mae:6011.95605 [1382] validation_0-mae:4141.54199 validation_1-mae:6011.74072 [1383] validation_0-mae:4140.74121 validation_1-mae:6011.87109 [1384] validation_0-mae:4139.57861 validation_1-mae:6011.97217 [1385] validation_0-mae:4138.55225 validation_1-mae:6012.12549 [1386] validation_0-mae:4137.94092 validation_1-mae:6012.33936 [1387] validation_0-mae:4135.72705 validation_1-mae:6012.17578 [1388] validation_0-mae:4135.14014 validation_1-mae:6012.49365 [1389] validation_0-mae:4134.22510 validation_1-mae:6012.25928 [1390] validation_0-mae:4133.33447 validation_1-mae:6012.44775 [1391] validation_0-mae:4132.20557 validation_1-mae:6012.40332 [1392] validation_0-mae:4130.89746 validation_1-mae:6011.83350 [1393] validation_0-mae:4129.80518 validation_1-mae:6011.75830 [1394] validation_0-mae:4128.81103 validation_1-mae:6011.55518 [1395] validation_0-mae:4127.28174 validation_1-mae:6011.46826 [1396] validation_0-mae:4126.71777 validation_1-mae:6011.97168 [1397] validation_0-mae:4125.92627 validation_1-mae:6011.97754 [1398] validation_0-mae:4125.29883 validation_1-mae:6011.97070 [1399] validation_0-mae:4124.85547 validation_1-mae:6011.99805 [1400] validation_0-mae:4123.59814 validation_1-mae:6012.30420 [1401] validation_0-mae:4123.51270 validation_1-mae:6012.32861 [1402] validation_0-mae:4122.32178 validation_1-mae:6012.18848 [1403] validation_0-mae:4121.30664 validation_1-mae:6012.51709 [1404] validation_0-mae:4120.86084 validation_1-mae:6012.55859 [1405] validation_0-mae:4120.49805 validation_1-mae:6012.40674 [1406] validation_0-mae:4119.81201 validation_1-mae:6012.75879 [1407] validation_0-mae:4118.66943 validation_1-mae:6012.44385 [1408] validation_0-mae:4117.79053 validation_1-mae:6012.38672 [1409] validation_0-mae:4117.54199 validation_1-mae:6012.44043 [1410] validation_0-mae:4116.67676 validation_1-mae:6012.32812 [1411] validation_0-mae:4116.00879 validation_1-mae:6012.39551 [1412] validation_0-mae:4115.24805 validation_1-mae:6012.42969 [1413] validation_0-mae:4114.68506 validation_1-mae:6012.67432 [1414] validation_0-mae:4114.59863 validation_1-mae:6012.92480 [1415] validation_0-mae:4113.33887 validation_1-mae:6012.74023 [1416] validation_0-mae:4111.84717 validation_1-mae:6012.89746 [1417] validation_0-mae:4109.98584 validation_1-mae:6012.37353 [1418] validation_0-mae:4109.31445 validation_1-mae:6012.32812 [1419] validation_0-mae:4107.80176 validation_1-mae:6011.77246 [1420] validation_0-mae:4106.81006 validation_1-mae:6011.59326 [1421] validation_0-mae:4105.86133 validation_1-mae:6011.42285 [1422] validation_0-mae:4104.96680 validation_1-mae:6010.91553 [1423] validation_0-mae:4103.99561 validation_1-mae:6010.64404 [1424] validation_0-mae:4102.87451 validation_1-mae:6010.98584 [1425] validation_0-mae:4101.62061 validation_1-mae:6010.40430 [1426] validation_0-mae:4100.78760 validation_1-mae:6010.73535 [1427] validation_0-mae:4099.88916 validation_1-mae:6010.88916 [1428] validation_0-mae:4098.45557 validation_1-mae:6011.35938 [1429] validation_0-mae:4097.52734 validation_1-mae:6011.27002 [1430] validation_0-mae:4096.52295 validation_1-mae:6011.90576 [1431] validation_0-mae:4095.68896 validation_1-mae:6011.97998 [1432] validation_0-mae:4094.93555 validation_1-mae:6012.15869 [1433] validation_0-mae:4093.97656 validation_1-mae:6012.22900 [1434] validation_0-mae:4092.94067 validation_1-mae:6012.48828 [1435] validation_0-mae:4092.62061 validation_1-mae:6012.48291 [1436] validation_0-mae:4091.42188 validation_1-mae:6012.52490 [1437] validation_0-mae:4090.13208 validation_1-mae:6011.82080 [1438] validation_0-mae:4089.20996 validation_1-mae:6011.84814 [1439] validation_0-mae:4088.49902 validation_1-mae:6012.01465 [1440] validation_0-mae:4087.92871 validation_1-mae:6012.42383 [1441] validation_0-mae:4086.98926 validation_1-mae:6012.15527 [1442] validation_0-mae:4086.09302 validation_1-mae:6012.01807 [1443] validation_0-mae:4085.15796 validation_1-mae:6012.03076 [1444] validation_0-mae:4084.66455 validation_1-mae:6011.88965 [1445] validation_0-mae:4083.74951 validation_1-mae:6011.65283 [1446] validation_0-mae:4083.12964 validation_1-mae:6011.74951 [1447] validation_0-mae:4082.45117 validation_1-mae:6011.56787 [1448] validation_0-mae:4081.78174 validation_1-mae:6011.52930 [1449] validation_0-mae:4081.14917 validation_1-mae:6011.35156 [1450] validation_0-mae:4080.10791 validation_1-mae:6010.94922 [1451] validation_0-mae:4079.31958 validation_1-mae:6010.70703 [1452] validation_0-mae:4078.27246 validation_1-mae:6010.78516 [1453] validation_0-mae:4077.75806 validation_1-mae:6010.75537 [1454] validation_0-mae:4077.02246 validation_1-mae:6011.08887 [1455] validation_0-mae:4076.44531 validation_1-mae:6010.92725 [1456] validation_0-mae:4075.79883 validation_1-mae:6010.81543 [1457] validation_0-mae:4075.10571 validation_1-mae:6011.04785 [1458] validation_0-mae:4074.48584 validation_1-mae:6011.10547 [1459] validation_0-mae:4073.57373 validation_1-mae:6010.95508 [1460] validation_0-mae:4071.90894 validation_1-mae:6011.05664 [1461] validation_0-mae:4071.24268 validation_1-mae:6010.70801 [1462] validation_0-mae:4070.59058 validation_1-mae:6010.87549 [1463] validation_0-mae:4069.12891 validation_1-mae:6011.03760 [1464] validation_0-mae:4068.42188 validation_1-mae:6011.34766 [1465] validation_0-mae:4067.53003 validation_1-mae:6010.98633 [1466] validation_0-mae:4066.66162 validation_1-mae:6011.15332 [1467] validation_0-mae:4065.21655 validation_1-mae:6010.56982 [1468] validation_0-mae:4064.49487 validation_1-mae:6010.69678 [1469] validation_0-mae:4063.39990 validation_1-mae:6010.02148 [1470] validation_0-mae:4062.81177 validation_1-mae:6009.76855 [1471] validation_0-mae:4061.87622 validation_1-mae:6010.03711 [1472] validation_0-mae:4061.30835 validation_1-mae:6010.05469 [1473] validation_0-mae:4060.76685 validation_1-mae:6010.01709 [1474] validation_0-mae:4059.95166 validation_1-mae:6010.07666 [1475] validation_0-mae:4059.50293 validation_1-mae:6009.86426 [1476] validation_0-mae:4057.87524 validation_1-mae:6009.27246 [1477] validation_0-mae:4057.37085 validation_1-mae:6009.34082 [1478] validation_0-mae:4056.66309 validation_1-mae:6009.16406 [1479] validation_0-mae:4055.73486 validation_1-mae:6009.34912 [1480] validation_0-mae:4054.88599 validation_1-mae:6009.82422 [1481] validation_0-mae:4054.31665 validation_1-mae:6009.84228 [1482] validation_0-mae:4053.75757 validation_1-mae:6009.76611 [1483] validation_0-mae:4053.02905 validation_1-mae:6009.65186 [1484] validation_0-mae:4052.39185 validation_1-mae:6009.68652 [1485] validation_0-mae:4051.98926 validation_1-mae:6009.44873 [1486] validation_0-mae:4051.17944 validation_1-mae:6009.48877 [1487] validation_0-mae:4050.20459 validation_1-mae:6009.47852 [1488] validation_0-mae:4049.93311 validation_1-mae:6009.37598 [1489] validation_0-mae:4049.52539 validation_1-mae:6009.20020 [1490] validation_0-mae:4048.83008 validation_1-mae:6009.02148 [1491] validation_0-mae:4048.41333 validation_1-mae:6009.20312 [1492] validation_0-mae:4048.31323 validation_1-mae:6009.16357 [1493] validation_0-mae:4047.64136 validation_1-mae:6009.35107 [1494] validation_0-mae:4046.57544 validation_1-mae:6009.20020 [1495] validation_0-mae:4046.06470 validation_1-mae:6009.45361 [1496] validation_0-mae:4045.17407 validation_1-mae:6009.42676 [1497] validation_0-mae:4044.36841 validation_1-mae:6009.53955 [1498] validation_0-mae:4043.44312 validation_1-mae:6009.23828 [1499] validation_0-mae:4042.52588 validation_1-mae:6009.27978 [1500] validation_0-mae:4042.03149 validation_1-mae:6009.44189 [1501] validation_0-mae:4041.44922 validation_1-mae:6009.47998 [1502] validation_0-mae:4039.73560 validation_1-mae:6008.93457 [1503] validation_0-mae:4038.97046 validation_1-mae:6008.80811 [1504] validation_0-mae:4038.24170 validation_1-mae:6008.65478 [1505] validation_0-mae:4037.23022 validation_1-mae:6008.38037 [1506] validation_0-mae:4036.69336 validation_1-mae:6008.29980 [1507] validation_0-mae:4035.88403 validation_1-mae:6008.45898 [1508] validation_0-mae:4034.56934 validation_1-mae:6008.58887 [1509] validation_0-mae:4033.97070 validation_1-mae:6008.54541 [1510] validation_0-mae:4033.37622 validation_1-mae:6008.31982 [1511] validation_0-mae:4032.57275 validation_1-mae:6008.24023 [1512] validation_0-mae:4032.17358 validation_1-mae:6008.22461 [1513] validation_0-mae:4032.00195 validation_1-mae:6008.26172 [1514] validation_0-mae:4031.30005 validation_1-mae:6008.98535 [1515] validation_0-mae:4030.84521 validation_1-mae:6008.81885 [1516] validation_0-mae:4029.98389 validation_1-mae:6008.71533 [1517] validation_0-mae:4028.50488 validation_1-mae:6008.83594 [1518] validation_0-mae:4028.37207 validation_1-mae:6008.78760 [1519] validation_0-mae:4027.01099 validation_1-mae:6008.46973 [1520] validation_0-mae:4026.07544 validation_1-mae:6008.54346 [1521] validation_0-mae:4024.77759 validation_1-mae:6008.01758 [1522] validation_0-mae:4023.80713 validation_1-mae:6008.43506 [1523] validation_0-mae:4022.77515 validation_1-mae:6007.76367 [1524] validation_0-mae:4021.50635 validation_1-mae:6007.01514 [1525] validation_0-mae:4020.86157 validation_1-mae:6007.13330 [1526] validation_0-mae:4019.76245 validation_1-mae:6006.87158 [1527] validation_0-mae:4018.79956 validation_1-mae:6007.14160 [1528] validation_0-mae:4018.12305 validation_1-mae:6007.16357 [1529] validation_0-mae:4017.17065 validation_1-mae:6007.27051 [1530] validation_0-mae:4015.74145 validation_1-mae:6006.74121 [1531] validation_0-mae:4015.05933 validation_1-mae:6006.89111 [1532] validation_0-mae:4014.43750 validation_1-mae:6006.79199 [1533] validation_0-mae:4013.70386 validation_1-mae:6006.83203 [1534] validation_0-mae:4012.79565 validation_1-mae:6006.72461 [1535] validation_0-mae:4011.55273 validation_1-mae:6007.66455 [1536] validation_0-mae:4010.58301 validation_1-mae:6007.81055 [1537] validation_0-mae:4009.88696 validation_1-mae:6008.19189 [1538] validation_0-mae:4008.52100 validation_1-mae:6008.18897 [1539] validation_0-mae:4006.73022 validation_1-mae:6007.42920 [1540] validation_0-mae:4005.95117 validation_1-mae:6007.76709 [1541] validation_0-mae:4005.13013 validation_1-mae:6007.67188 [1542] validation_0-mae:4004.30835 validation_1-mae:6007.65723 [1543] validation_0-mae:4002.60254 validation_1-mae:6008.21973 [1544] validation_0-mae:4001.73950 validation_1-mae:6008.71826 [1545] validation_0-mae:4000.91357 validation_1-mae:6008.72803 [1546] validation_0-mae:4000.38501 validation_1-mae:6009.09912 [1547] validation_0-mae:3999.68506 validation_1-mae:6009.20947 [1548] validation_0-mae:3998.66846 validation_1-mae:6009.37402 [1549] validation_0-mae:3997.98267 validation_1-mae:6009.01074 [1550] validation_0-mae:3997.48999 validation_1-mae:6008.85498 [1551] validation_0-mae:3996.72583 validation_1-mae:6008.99072 [1552] validation_0-mae:3995.59229 validation_1-mae:6009.63525 [1553] validation_0-mae:3994.76050 validation_1-mae:6009.56934 [1554] validation_0-mae:3994.39160 validation_1-mae:6009.57715 [1555] validation_0-mae:3993.58472 validation_1-mae:6009.85254 [1556] validation_0-mae:3992.53564 validation_1-mae:6009.77978 [1557] validation_0-mae:3991.95532 validation_1-mae:6009.77246 [1558] validation_0-mae:3991.05762 validation_1-mae:6009.70312 [1559] validation_0-mae:3990.30615 validation_1-mae:6009.66455 [1560] validation_0-mae:3989.63574 validation_1-mae:6009.67090 [1561] validation_0-mae:3988.83618 validation_1-mae:6009.41699 [1562] validation_0-mae:3987.48071 validation_1-mae:6009.51270 [1563] validation_0-mae:3986.97583 validation_1-mae:6009.40772 [1564] validation_0-mae:3985.12476 validation_1-mae:6009.47022 [1565] validation_0-mae:3984.33179 validation_1-mae:6009.31006 [1566] validation_0-mae:3983.27051 validation_1-mae:6009.09717 [1567] validation_0-mae:3982.41626 validation_1-mae:6009.13867 [1568] validation_0-mae:3981.84863 validation_1-mae:6008.97412 [1569] validation_0-mae:3980.96948 validation_1-mae:6009.50147 [1570] validation_0-mae:3980.56567 validation_1-mae:6009.53272 [1571] validation_0-mae:3979.68091 validation_1-mae:6009.58008 [1572] validation_0-mae:3979.19995 validation_1-mae:6009.88525 [1573] validation_0-mae:3978.68872 validation_1-mae:6010.28955 [1574] validation_0-mae:3977.42627 validation_1-mae:6010.61084 [1575] validation_0-mae:3976.47485 validation_1-mae:6010.56201 [1576] validation_0-mae:3975.91846 validation_1-mae:6010.46338 [1577] validation_0-mae:3974.96533 validation_1-mae:6010.54492 [1578] validation_0-mae:3974.75171 validation_1-mae:6010.49707 [1579] validation_0-mae:3974.09448 validation_1-mae:6010.18066 [1580] validation_0-mae:3974.08252 validation_1-mae:6010.18506 [1581] validation_0-mae:3973.48218 validation_1-mae:6009.67041 [1582] validation_0-mae:3972.60034 validation_1-mae:6009.31738 [1583] validation_0-mae:3972.09546 validation_1-mae:6009.47607 [1584] validation_0-mae:3971.42700 validation_1-mae:6009.39209 [1585] validation_0-mae:3970.88623 validation_1-mae:6009.28027 [1586] validation_0-mae:3969.41846 validation_1-mae:6009.09277 [1587] validation_0-mae:3968.68530 validation_1-mae:6008.67480 [1588] validation_0-mae:3967.90015 validation_1-mae:6008.75977 [1589] validation_0-mae:3966.43335 validation_1-mae:6009.13428 [1590] validation_0-mae:3965.72827 validation_1-mae:6009.46094 [1591] validation_0-mae:3964.19263 validation_1-mae:6009.73340 [1592] validation_0-mae:3962.85132 validation_1-mae:6010.53027 [1593] validation_0-mae:3961.93652 validation_1-mae:6010.69336 [1594] validation_0-mae:3961.14014 validation_1-mae:6010.55322 [1595] validation_0-mae:3960.78247 validation_1-mae:6010.45996 [1596] validation_0-mae:3960.58398 validation_1-mae:6010.36670 [1597] validation_0-mae:3960.56274 validation_1-mae:6010.39111 [1598] validation_0-mae:3960.07007 validation_1-mae:6010.37305 [1599] validation_0-mae:3959.02905 validation_1-mae:6010.82275 [1600] validation_0-mae:3958.33716 validation_1-mae:6010.79639 [1601] validation_0-mae:3957.24707 validation_1-mae:6010.64990 [1602] validation_0-mae:3956.11768 validation_1-mae:6010.95752 [1603] validation_0-mae:3955.20825 validation_1-mae:6011.05225 [1604] validation_0-mae:3954.26733 validation_1-mae:6011.01318 [1605] validation_0-mae:3953.09717 validation_1-mae:6010.45166 [1606] validation_0-mae:3951.87305 validation_1-mae:6009.78662 [1607] validation_0-mae:3951.38428 validation_1-mae:6009.50049 [1608] validation_0-mae:3950.28857 validation_1-mae:6009.10596 [1609] validation_0-mae:3949.35156 validation_1-mae:6009.22363 [1610] validation_0-mae:3949.08252 validation_1-mae:6009.14502 [1611] validation_0-mae:3948.42871 validation_1-mae:6009.18994 [1612] validation_0-mae:3947.75757 validation_1-mae:6009.33447 [1613] validation_0-mae:3947.28857 validation_1-mae:6009.45898 [1614] validation_0-mae:3945.84448 validation_1-mae:6009.28174 [1615] validation_0-mae:3944.71753 validation_1-mae:6009.34814 [1616] validation_0-mae:3943.38037 validation_1-mae:6009.87842 [1617] validation_0-mae:3942.33740 validation_1-mae:6009.78174 [1618] validation_0-mae:3941.78271 validation_1-mae:6009.54932 [1619] validation_0-mae:3941.30908 validation_1-mae:6009.28320 [1620] validation_0-mae:3940.79028 validation_1-mae:6009.27539 [1621] validation_0-mae:3939.68823 validation_1-mae:6009.34668 [1622] validation_0-mae:3938.90698 validation_1-mae:6009.55713 [1623] validation_0-mae:3938.17969 validation_1-mae:6009.60791 [1624] validation_0-mae:3936.93091 validation_1-mae:6010.05664 [1625] validation_0-mae:3936.24976 validation_1-mae:6009.98975 [1626] validation_0-mae:3935.57959 validation_1-mae:6010.04639 [1627] validation_0-mae:3934.79517 validation_1-mae:6010.01221 [1628] validation_0-mae:3934.49707 validation_1-mae:6009.90918 [1629] validation_0-mae:3933.87329 validation_1-mae:6009.50488 [1630] validation_0-mae:3932.78076 validation_1-mae:6009.02832 [1631] validation_0-mae:3932.14551 validation_1-mae:6009.12451 [1632] validation_0-mae:3931.57910 validation_1-mae:6009.31836 [1633] validation_0-mae:3931.14307 validation_1-mae:6009.35352 [1634] validation_0-mae:3930.45044 validation_1-mae:6009.05127 [1635] validation_0-mae:3929.30395 validation_1-mae:6009.15625 [1636] validation_0-mae:3929.08936 validation_1-mae:6009.27686 [1637] validation_0-mae:3928.93628 validation_1-mae:6009.30957 [1638] validation_0-mae:3928.61523 validation_1-mae:6009.45361 [1639] validation_0-mae:3926.88672 validation_1-mae:6009.23096 [1640] validation_0-mae:3925.90063 validation_1-mae:6009.78711 [1641] validation_0-mae:3924.67358 validation_1-mae:6010.17773 [1642] validation_0-mae:3923.71899 validation_1-mae:6010.07715 [1643] validation_0-mae:3922.51392 validation_1-mae:6010.09619 [1644] validation_0-mae:3921.68872 validation_1-mae:6010.07568 [1645] validation_0-mae:3921.30981 validation_1-mae:6009.93652 [1646] validation_0-mae:3920.80127 validation_1-mae:6009.91553 [1647] validation_0-mae:3920.30518 validation_1-mae:6009.89258 [1648] validation_0-mae:3920.00391 validation_1-mae:6009.83057 [1649] validation_0-mae:3919.45557 validation_1-mae:6010.09082 [1650] validation_0-mae:3918.93164 validation_1-mae:6010.15137 [1651] validation_0-mae:3918.59668 validation_1-mae:6010.13721 [1652] validation_0-mae:3917.38428 validation_1-mae:6010.25635 [1653] validation_0-mae:3917.14111 validation_1-mae:6010.28662 [1654] validation_0-mae:3916.58740 validation_1-mae:6009.82568 [1655] validation_0-mae:3916.09814 validation_1-mae:6009.98096 [1656] validation_0-mae:3915.28394 validation_1-mae:6009.90478 [1657] validation_0-mae:3914.08301 validation_1-mae:6009.83789 [1658] validation_0-mae:3912.91919 validation_1-mae:6010.26611 [1659] validation_0-mae:3912.49902 validation_1-mae:6009.92285 [1660] validation_0-mae:3911.96875 validation_1-mae:6010.19238 [1661] validation_0-mae:3910.99170 validation_1-mae:6010.27930 [1662] validation_0-mae:3910.56812 validation_1-mae:6010.40332 [1663] validation_0-mae:3909.69092 validation_1-mae:6010.43897 [1664] validation_0-mae:3908.71460 validation_1-mae:6009.67480 [1665] validation_0-mae:3907.96899 validation_1-mae:6009.84082 [1666] validation_0-mae:3907.41968 validation_1-mae:6009.63135 [1667] validation_0-mae:3907.03589 validation_1-mae:6009.54785 [1668] validation_0-mae:3906.33423 validation_1-mae:6009.32715 [1669] validation_0-mae:3905.61841 validation_1-mae:6009.18066 [1670] validation_0-mae:3905.04321 validation_1-mae:6009.31689 [1671] validation_0-mae:3904.31299 validation_1-mae:6009.21094 [1672] validation_0-mae:3903.46606 validation_1-mae:6009.01416 [1673] validation_0-mae:3902.79321 validation_1-mae:6008.82812 [1674] validation_0-mae:3902.05615 validation_1-mae:6008.41895 [1675] validation_0-mae:3901.70630 validation_1-mae:6008.29443 [1676] validation_0-mae:3901.39502 validation_1-mae:6008.11621 [1677] validation_0-mae:3900.88965 validation_1-mae:6007.93701 [1678] validation_0-mae:3900.59082 validation_1-mae:6007.80859 [1679] validation_0-mae:3899.69312 validation_1-mae:6007.45898 [1680] validation_0-mae:3897.47290 validation_1-mae:6007.53223 [1681] validation_0-mae:3896.55518 validation_1-mae:6007.47363 [1682] validation_0-mae:3895.86963 validation_1-mae:6007.55078 [1683] validation_0-mae:3894.69751 validation_1-mae:6007.38623 [1684] validation_0-mae:3894.28247 validation_1-mae:6007.19775 [1685] validation_0-mae:3893.60815 validation_1-mae:6007.22803 [1686] validation_0-mae:3892.88062 validation_1-mae:6007.14990 [1687] validation_0-mae:3892.11011 validation_1-mae:6007.31250 [1688] validation_0-mae:3891.13745 validation_1-mae:6006.83203 [1689] validation_0-mae:3890.26733 validation_1-mae:6006.89453 [1690] validation_0-mae:3889.09717 validation_1-mae:6006.89111 [1691] validation_0-mae:3888.60449 validation_1-mae:6006.98145 [1692] validation_0-mae:3887.87598 validation_1-mae:6007.26270 [1693] validation_0-mae:3886.91724 validation_1-mae:6007.40918 [1694] validation_0-mae:3886.16113 validation_1-mae:6007.62256 [1695] validation_0-mae:3885.81543 validation_1-mae:6007.55371 [1696] validation_0-mae:3885.30591 validation_1-mae:6007.61523 [1697] validation_0-mae:3884.79761 validation_1-mae:6007.48047 [1698] validation_0-mae:3884.61279 validation_1-mae:6007.66064 [1699] validation_0-mae:3883.75317 validation_1-mae:6008.05518 Dropping: diesel [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.80371 validation_1-mae:9622.95019 [14] validation_0-mae:9418.70606 validation_1-mae:9232.35547 [15] validation_0-mae:9084.22363 validation_1-mae:8904.93359 [16] validation_0-mae:8802.57812 validation_1-mae:8633.53809 [17] validation_0-mae:8567.55664 validation_1-mae:8407.92578 [18] validation_0-mae:8374.67871 validation_1-mae:8219.72754 [19] validation_0-mae:8212.46484 validation_1-mae:8065.86133 [20] validation_0-mae:8070.81494 validation_1-mae:7941.24072 [21] validation_0-mae:7947.66357 validation_1-mae:7833.55908 [22] validation_0-mae:7849.03857 validation_1-mae:7743.81689 [23] validation_0-mae:7765.11523 validation_1-mae:7672.28418 [24] validation_0-mae:7681.93457 validation_1-mae:7596.43603 [25] validation_0-mae:7610.31885 validation_1-mae:7535.29834 [26] validation_0-mae:7554.52832 validation_1-mae:7488.62500 [27] validation_0-mae:7495.63965 validation_1-mae:7437.00098 [28] validation_0-mae:7441.85010 validation_1-mae:7389.28076 [29] validation_0-mae:7395.35645 validation_1-mae:7347.05420 [30] validation_0-mae:7349.14111 validation_1-mae:7307.59912 [31] validation_0-mae:7319.31445 validation_1-mae:7287.73975 [32] validation_0-mae:7289.78564 validation_1-mae:7267.22998 [33] validation_0-mae:7253.03613 validation_1-mae:7238.26367 [34] validation_0-mae:7224.37744 validation_1-mae:7218.63867 [35] validation_0-mae:7201.78076 validation_1-mae:7203.98926 [36] validation_0-mae:7181.76562 validation_1-mae:7196.51123 [37] validation_0-mae:7153.54004 validation_1-mae:7172.68018 [38] validation_0-mae:7134.61035 validation_1-mae:7160.60498 [39] validation_0-mae:7116.90332 validation_1-mae:7150.58691 [40] validation_0-mae:7097.44922 validation_1-mae:7139.45508 [41] validation_0-mae:7079.02588 validation_1-mae:7129.21924 [42] validation_0-mae:7063.72559 validation_1-mae:7115.42236 [43] validation_0-mae:7046.37842 validation_1-mae:7102.30957 [44] validation_0-mae:7029.62305 validation_1-mae:7093.07275 [45] validation_0-mae:7006.46484 validation_1-mae:7073.50879 [46] validation_0-mae:6993.10693 validation_1-mae:7066.63330 [47] validation_0-mae:6972.63721 validation_1-mae:7047.10205 [48] validation_0-mae:6959.72949 validation_1-mae:7038.76221 [49] validation_0-mae:6946.22803 validation_1-mae:7028.22852 [50] validation_0-mae:6927.90967 validation_1-mae:7011.11523 [51] validation_0-mae:6915.48389 validation_1-mae:7004.22266 [52] validation_0-mae:6901.91211 validation_1-mae:6995.50439 [53] validation_0-mae:6884.00488 validation_1-mae:6981.76758 [54] validation_0-mae:6866.62061 validation_1-mae:6967.78174 [55] validation_0-mae:6858.45508 validation_1-mae:6961.92188 [56] validation_0-mae:6846.49365 validation_1-mae:6952.89941 [57] validation_0-mae:6830.93603 validation_1-mae:6943.86768 [58] validation_0-mae:6815.09228 validation_1-mae:6932.53564 [59] validation_0-mae:6802.53857 validation_1-mae:6925.20215 [60] validation_0-mae:6791.28760 validation_1-mae:6915.50342 [61] validation_0-mae:6774.01758 validation_1-mae:6900.97803 [62] validation_0-mae:6757.55859 validation_1-mae:6889.97754 [63] validation_0-mae:6745.57031 validation_1-mae:6879.10059 [64] validation_0-mae:6734.46289 validation_1-mae:6869.82568 [65] validation_0-mae:6723.69092 validation_1-mae:6861.87158 [66] validation_0-mae:6712.87744 validation_1-mae:6854.68408 [67] validation_0-mae:6702.66553 validation_1-mae:6844.90381 [68] validation_0-mae:6691.07324 validation_1-mae:6835.27588 [69] validation_0-mae:6681.59717 validation_1-mae:6829.45801 [70] validation_0-mae:6673.42822 validation_1-mae:6824.61328 [71] validation_0-mae:6663.12109 validation_1-mae:6818.59375 [72] validation_0-mae:6649.07812 validation_1-mae:6807.46094 [73] validation_0-mae:6639.18603 validation_1-mae:6800.98633 [74] validation_0-mae:6627.73779 validation_1-mae:6791.35254 [75] validation_0-mae:6619.56445 validation_1-mae:6785.10889 [76] validation_0-mae:6607.86328 validation_1-mae:6779.48779 [77] validation_0-mae:6600.97656 validation_1-mae:6775.09717 [78] validation_0-mae:6590.56055 validation_1-mae:6767.20410 [79] validation_0-mae:6579.31348 validation_1-mae:6758.20264 [80] validation_0-mae:6570.84424 validation_1-mae:6752.13623 [81] validation_0-mae:6566.55957 validation_1-mae:6748.60107 [82] validation_0-mae:6554.56494 validation_1-mae:6741.96680 [83] validation_0-mae:6549.73535 validation_1-mae:6740.91455 [84] validation_0-mae:6541.32812 validation_1-mae:6735.73193 [85] validation_0-mae:6533.86572 validation_1-mae:6730.10107 [86] validation_0-mae:6527.22412 validation_1-mae:6726.55322 [87] validation_0-mae:6520.35156 validation_1-mae:6720.94873 [88] validation_0-mae:6513.04883 validation_1-mae:6714.42041 [89] validation_0-mae:6505.66309 validation_1-mae:6708.74609 [90] validation_0-mae:6498.65186 validation_1-mae:6705.63525 [91] validation_0-mae:6489.82617 validation_1-mae:6700.08740 [92] validation_0-mae:6485.36377 validation_1-mae:6695.75586 [93] validation_0-mae:6474.95166 validation_1-mae:6687.78760 [94] validation_0-mae:6464.68262 validation_1-mae:6679.92969 [95] validation_0-mae:6458.92334 validation_1-mae:6675.02832 [96] validation_0-mae:6455.34473 validation_1-mae:6672.14648 [97] validation_0-mae:6449.19434 validation_1-mae:6668.64062 [98] validation_0-mae:6446.09277 validation_1-mae:6665.69385 [99] validation_0-mae:6441.13525 validation_1-mae:6662.66455 [100] validation_0-mae:6431.56006 validation_1-mae:6656.26758 [101] validation_0-mae:6423.53516 validation_1-mae:6650.57275 [102] validation_0-mae:6418.03760 validation_1-mae:6646.79590 [103] validation_0-mae:6411.71582 validation_1-mae:6641.59766 [104] validation_0-mae:6407.72266 validation_1-mae:6639.81836 [105] validation_0-mae:6403.39648 validation_1-mae:6637.01562 [106] validation_0-mae:6399.14160 validation_1-mae:6634.20166 [107] validation_0-mae:6393.28809 validation_1-mae:6628.73486 [108] validation_0-mae:6388.37744 validation_1-mae:6625.17725 [109] validation_0-mae:6382.50488 validation_1-mae:6622.29395 [110] validation_0-mae:6378.31494 validation_1-mae:6619.94824 [111] validation_0-mae:6369.22705 validation_1-mae:6613.35352 [112] validation_0-mae:6362.49658 validation_1-mae:6608.34522 [113] validation_0-mae:6359.11133 validation_1-mae:6606.18799 [114] validation_0-mae:6354.23340 validation_1-mae:6602.71436 [115] validation_0-mae:6348.23486 validation_1-mae:6600.43799 [116] validation_0-mae:6339.48926 validation_1-mae:6593.73975 [117] validation_0-mae:6334.14502 validation_1-mae:6588.98340 [118] validation_0-mae:6330.30664 validation_1-mae:6586.29248 [119] validation_0-mae:6325.43555 validation_1-mae:6583.72266 [120] validation_0-mae:6322.33545 validation_1-mae:6581.69824 [121] validation_0-mae:6316.08447 validation_1-mae:6577.07812 [122] validation_0-mae:6308.81445 validation_1-mae:6573.93115 [123] validation_0-mae:6304.51807 validation_1-mae:6570.12500 [124] validation_0-mae:6295.41309 validation_1-mae:6563.88086 [125] validation_0-mae:6292.77344 validation_1-mae:6563.29834 [126] validation_0-mae:6285.47022 validation_1-mae:6558.54688 [127] validation_0-mae:6280.89111 validation_1-mae:6556.19141 [128] validation_0-mae:6276.41846 validation_1-mae:6553.17969 [129] validation_0-mae:6272.44189 validation_1-mae:6550.41064 [130] validation_0-mae:6268.17334 validation_1-mae:6546.70410 [131] validation_0-mae:6261.99219 validation_1-mae:6544.78711 [132] validation_0-mae:6258.47168 validation_1-mae:6543.55566 [133] validation_0-mae:6253.25439 validation_1-mae:6539.67871 [134] validation_0-mae:6250.32031 validation_1-mae:6537.47168 [135] validation_0-mae:6245.95703 validation_1-mae:6535.32227 [136] validation_0-mae:6240.48193 validation_1-mae:6531.98291 [137] validation_0-mae:6235.30127 validation_1-mae:6528.42725 [138] validation_0-mae:6232.18750 validation_1-mae:6526.55078 [139] validation_0-mae:6225.54395 validation_1-mae:6522.12549 [140] validation_0-mae:6222.49658 validation_1-mae:6520.70361 [141] validation_0-mae:6218.82715 validation_1-mae:6518.06592 [142] validation_0-mae:6212.22070 validation_1-mae:6514.76318 [143] validation_0-mae:6206.40625 validation_1-mae:6510.72852 [144] validation_0-mae:6198.49805 validation_1-mae:6503.59766 [145] validation_0-mae:6193.17725 validation_1-mae:6499.18311 [146] validation_0-mae:6190.29102 validation_1-mae:6497.07959 [147] validation_0-mae:6186.78711 validation_1-mae:6495.07031 [148] validation_0-mae:6182.38086 validation_1-mae:6493.67871 [149] validation_0-mae:6177.21875 validation_1-mae:6491.49072 [150] validation_0-mae:6169.82666 validation_1-mae:6485.13330 [151] validation_0-mae:6166.92822 validation_1-mae:6484.34228 [152] validation_0-mae:6164.10107 validation_1-mae:6482.88232 [153] validation_0-mae:6160.94824 validation_1-mae:6481.35840 [154] validation_0-mae:6156.02100 validation_1-mae:6478.47998 [155] validation_0-mae:6150.49561 validation_1-mae:6476.11719 [156] validation_0-mae:6145.44238 validation_1-mae:6472.34424 [157] validation_0-mae:6141.64404 validation_1-mae:6471.37207 [158] validation_0-mae:6139.14111 validation_1-mae:6470.67383 [159] validation_0-mae:6135.58984 validation_1-mae:6468.86279 [160] validation_0-mae:6131.35254 validation_1-mae:6466.76025 [161] validation_0-mae:6128.15674 validation_1-mae:6465.38770 [162] validation_0-mae:6125.03467 validation_1-mae:6463.29004 [163] validation_0-mae:6122.18213 validation_1-mae:6461.95898 [164] validation_0-mae:6115.90430 validation_1-mae:6459.13232 [165] validation_0-mae:6111.99316 validation_1-mae:6457.21436 [166] validation_0-mae:6109.04297 validation_1-mae:6454.92773 [167] validation_0-mae:6102.41064 validation_1-mae:6449.53760 [168] validation_0-mae:6099.20166 validation_1-mae:6447.88672 [169] validation_0-mae:6096.45996 validation_1-mae:6446.29395 [170] validation_0-mae:6092.25781 validation_1-mae:6444.82129 [171] validation_0-mae:6090.34814 validation_1-mae:6443.46094 [172] validation_0-mae:6085.80078 validation_1-mae:6441.72022 [173] validation_0-mae:6084.09180 validation_1-mae:6442.16992 [174] validation_0-mae:6079.53174 validation_1-mae:6440.56006 [175] validation_0-mae:6077.89697 validation_1-mae:6440.02734 [176] validation_0-mae:6073.61670 validation_1-mae:6440.04980 [177] validation_0-mae:6068.35498 validation_1-mae:6438.38281 [178] validation_0-mae:6066.30176 validation_1-mae:6437.88721 [179] validation_0-mae:6061.06836 validation_1-mae:6435.75342 [180] validation_0-mae:6058.38086 validation_1-mae:6435.29736 [181] validation_0-mae:6053.78467 validation_1-mae:6433.09912 [182] validation_0-mae:6048.75098 validation_1-mae:6430.30322 [183] validation_0-mae:6046.60889 validation_1-mae:6429.26074 [184] validation_0-mae:6043.73926 validation_1-mae:6428.22656 [185] validation_0-mae:6041.65186 validation_1-mae:6426.94824 [186] validation_0-mae:6037.35400 validation_1-mae:6423.76025 [187] validation_0-mae:6034.37939 validation_1-mae:6421.98535 [188] validation_0-mae:6030.02246 validation_1-mae:6419.85596 [189] validation_0-mae:6026.62061 validation_1-mae:6420.01367 [190] validation_0-mae:6022.95703 validation_1-mae:6418.45361 [191] validation_0-mae:6020.10938 validation_1-mae:6417.39209 [192] validation_0-mae:6019.25732 validation_1-mae:6417.32666 [193] validation_0-mae:6017.18555 validation_1-mae:6416.01172 [194] validation_0-mae:6013.14258 validation_1-mae:6414.36768 [195] validation_0-mae:6009.11035 validation_1-mae:6412.17871 [196] validation_0-mae:6006.34473 validation_1-mae:6411.65772 [197] validation_0-mae:6004.48682 validation_1-mae:6411.53369 [198] validation_0-mae:6001.49072 validation_1-mae:6409.65137 [199] validation_0-mae:5998.99658 validation_1-mae:6409.58789 [200] validation_0-mae:5993.61328 validation_1-mae:6407.34424 [201] validation_0-mae:5990.88086 validation_1-mae:6407.53125 [202] validation_0-mae:5988.63330 validation_1-mae:6407.13428 [203] validation_0-mae:5986.56982 validation_1-mae:6406.65234 [204] validation_0-mae:5984.84912 validation_1-mae:6406.29590 [205] validation_0-mae:5982.77783 validation_1-mae:6406.13330 [206] validation_0-mae:5978.14844 validation_1-mae:6403.06592 [207] validation_0-mae:5972.58398 validation_1-mae:6399.77734 [208] validation_0-mae:5968.72900 validation_1-mae:6397.16504 [209] validation_0-mae:5965.91895 validation_1-mae:6395.96143 [210] validation_0-mae:5961.52490 validation_1-mae:6393.95166 [211] validation_0-mae:5958.69629 validation_1-mae:6392.65137 [212] validation_0-mae:5955.88525 validation_1-mae:6391.49023 [213] validation_0-mae:5951.99853 validation_1-mae:6389.51562 [214] validation_0-mae:5949.97412 validation_1-mae:6389.03320 [215] validation_0-mae:5946.21533 validation_1-mae:6386.65918 [216] validation_0-mae:5944.38525 validation_1-mae:6386.37061 [217] validation_0-mae:5939.96387 validation_1-mae:6384.82031 [218] validation_0-mae:5934.11719 validation_1-mae:6384.51709 [219] validation_0-mae:5931.29150 validation_1-mae:6384.44775 [220] validation_0-mae:5927.83740 validation_1-mae:6383.52246 [221] validation_0-mae:5923.61182 validation_1-mae:6381.77832 [222] validation_0-mae:5919.33496 validation_1-mae:6379.68164 [223] validation_0-mae:5916.74658 validation_1-mae:6378.53223 [224] validation_0-mae:5911.85400 validation_1-mae:6373.61621 [225] validation_0-mae:5908.65381 validation_1-mae:6373.55225 [226] validation_0-mae:5906.35938 validation_1-mae:6372.53174 [227] validation_0-mae:5905.97998 validation_1-mae:6372.41797 [228] validation_0-mae:5903.13428 validation_1-mae:6370.56689 [229] validation_0-mae:5897.81934 validation_1-mae:6368.52783 [230] validation_0-mae:5894.81103 validation_1-mae:6366.63135 [231] validation_0-mae:5891.40234 validation_1-mae:6365.30322 [232] validation_0-mae:5889.58643 validation_1-mae:6364.76709 [233] validation_0-mae:5887.69287 validation_1-mae:6364.23828 [234] validation_0-mae:5884.07715 validation_1-mae:6361.89062 [235] validation_0-mae:5880.94482 validation_1-mae:6361.74951 [236] validation_0-mae:5876.46777 validation_1-mae:6360.95020 [237] validation_0-mae:5873.18311 validation_1-mae:6359.53564 [238] validation_0-mae:5871.67188 validation_1-mae:6360.11963 [239] validation_0-mae:5869.73047 validation_1-mae:6360.01807 [240] validation_0-mae:5866.19971 validation_1-mae:6356.96973 [241] validation_0-mae:5864.65283 validation_1-mae:6356.65625 [242] validation_0-mae:5859.51514 validation_1-mae:6353.58984 [243] validation_0-mae:5856.62256 validation_1-mae:6352.17725 [244] validation_0-mae:5855.87061 validation_1-mae:6352.18115 [245] validation_0-mae:5848.75879 validation_1-mae:6350.20508 [246] validation_0-mae:5843.19971 validation_1-mae:6347.93213 [247] validation_0-mae:5840.28906 validation_1-mae:6347.30469 [248] validation_0-mae:5837.63574 validation_1-mae:6344.93945 [249] validation_0-mae:5836.53662 validation_1-mae:6344.54590 [250] validation_0-mae:5835.07324 validation_1-mae:6344.55859 [251] validation_0-mae:5832.68164 validation_1-mae:6344.84814 [252] validation_0-mae:5826.21631 validation_1-mae:6341.38867 [253] validation_0-mae:5822.43408 validation_1-mae:6338.31006 [254] validation_0-mae:5817.90625 validation_1-mae:6337.64160 [255] validation_0-mae:5815.99951 validation_1-mae:6337.78125 [256] validation_0-mae:5813.76904 validation_1-mae:6337.10059 [257] validation_0-mae:5812.29980 validation_1-mae:6336.72607 [258] validation_0-mae:5810.90918 validation_1-mae:6336.55811 [259] validation_0-mae:5807.95752 validation_1-mae:6335.52637 [260] validation_0-mae:5805.72266 validation_1-mae:6334.74219 [261] validation_0-mae:5805.25830 validation_1-mae:6334.74316 [262] validation_0-mae:5802.64160 validation_1-mae:6334.96338 [263] validation_0-mae:5800.87842 validation_1-mae:6334.15332 [264] validation_0-mae:5799.32373 validation_1-mae:6334.20020 [265] validation_0-mae:5796.71631 validation_1-mae:6333.21533 [266] validation_0-mae:5792.76318 validation_1-mae:6331.53125 [267] validation_0-mae:5789.40283 validation_1-mae:6330.05615 [268] validation_0-mae:5785.21973 validation_1-mae:6328.98242 [269] validation_0-mae:5783.52246 validation_1-mae:6328.29980 [270] validation_0-mae:5779.93213 validation_1-mae:6326.09863 [271] validation_0-mae:5776.75098 validation_1-mae:6325.65625 [272] validation_0-mae:5775.28027 validation_1-mae:6325.76660 [273] validation_0-mae:5773.50781 validation_1-mae:6325.98975 [274] validation_0-mae:5772.30762 validation_1-mae:6325.40918 [275] validation_0-mae:5770.72559 validation_1-mae:6325.23291 [276] validation_0-mae:5767.85742 validation_1-mae:6322.74951 [277] validation_0-mae:5762.23096 validation_1-mae:6320.28906 [278] validation_0-mae:5760.32422 validation_1-mae:6318.75781 [279] validation_0-mae:5756.16260 validation_1-mae:6315.51465 [280] validation_0-mae:5754.13135 validation_1-mae:6314.65674 [281] validation_0-mae:5749.11768 validation_1-mae:6313.85449 [282] validation_0-mae:5742.23193 validation_1-mae:6310.47168 [283] validation_0-mae:5739.85010 validation_1-mae:6310.23193 [284] validation_0-mae:5734.12793 validation_1-mae:6306.63379 [285] validation_0-mae:5731.79443 validation_1-mae:6305.67969 [286] validation_0-mae:5727.63086 validation_1-mae:6305.26221 [287] validation_0-mae:5726.04199 validation_1-mae:6304.47656 [288] validation_0-mae:5725.53320 validation_1-mae:6304.67285 [289] validation_0-mae:5721.75635 validation_1-mae:6304.57861 [290] validation_0-mae:5719.53223 validation_1-mae:6303.68164 [291] validation_0-mae:5717.66162 validation_1-mae:6302.51123 [292] validation_0-mae:5714.02930 validation_1-mae:6299.85449 [293] validation_0-mae:5711.73730 validation_1-mae:6299.26562 [294] validation_0-mae:5710.66504 validation_1-mae:6299.03125 [295] validation_0-mae:5708.49853 validation_1-mae:6297.10303 [296] validation_0-mae:5706.07617 validation_1-mae:6297.04736 [297] validation_0-mae:5702.82568 validation_1-mae:6295.00195 [298] validation_0-mae:5699.40039 validation_1-mae:6294.72217 [299] validation_0-mae:5697.91211 validation_1-mae:6294.16650 [300] validation_0-mae:5697.02637 validation_1-mae:6293.93359 [301] validation_0-mae:5694.37598 validation_1-mae:6294.31397 [302] validation_0-mae:5692.95703 validation_1-mae:6294.07324 [303] validation_0-mae:5691.29883 validation_1-mae:6292.96582 [304] validation_0-mae:5689.53223 validation_1-mae:6292.52051 [305] validation_0-mae:5687.50391 validation_1-mae:6291.70850 [306] validation_0-mae:5685.23877 validation_1-mae:6291.53418 [307] validation_0-mae:5683.67188 validation_1-mae:6291.45020 [308] validation_0-mae:5683.02295 validation_1-mae:6291.03369 [309] validation_0-mae:5681.70459 validation_1-mae:6291.31592 [310] validation_0-mae:5680.45850 validation_1-mae:6290.96289 [311] validation_0-mae:5677.88965 validation_1-mae:6290.25391 [312] validation_0-mae:5675.70166 validation_1-mae:6290.08740 [313] validation_0-mae:5673.35840 validation_1-mae:6290.09668 [314] validation_0-mae:5671.22070 validation_1-mae:6288.79053 [315] validation_0-mae:5670.02490 validation_1-mae:6288.08838 [316] validation_0-mae:5667.09717 validation_1-mae:6287.47852 [317] validation_0-mae:5665.06055 validation_1-mae:6287.19727 [318] validation_0-mae:5664.30518 validation_1-mae:6286.33105 [319] validation_0-mae:5663.43652 validation_1-mae:6285.67676 [320] validation_0-mae:5661.88281 validation_1-mae:6285.27930 [321] validation_0-mae:5659.12207 validation_1-mae:6284.77930 [322] validation_0-mae:5658.07275 validation_1-mae:6284.98779 [323] validation_0-mae:5655.88135 validation_1-mae:6283.51807 [324] validation_0-mae:5652.36768 validation_1-mae:6282.16602 [325] validation_0-mae:5651.28613 validation_1-mae:6282.04541 [326] validation_0-mae:5649.17334 validation_1-mae:6282.08398 [327] validation_0-mae:5648.52832 validation_1-mae:6281.85596 [328] validation_0-mae:5640.31738 validation_1-mae:6277.11133 [329] validation_0-mae:5635.70508 validation_1-mae:6275.01562 [330] validation_0-mae:5632.54346 validation_1-mae:6275.25293 [331] validation_0-mae:5629.92969 validation_1-mae:6274.83545 [332] validation_0-mae:5624.48535 validation_1-mae:6270.35547 [333] validation_0-mae:5621.85938 validation_1-mae:6270.04346 [334] validation_0-mae:5619.89746 validation_1-mae:6269.88184 [335] validation_0-mae:5617.80859 validation_1-mae:6269.15332 [336] validation_0-mae:5615.33789 validation_1-mae:6268.69092 [337] validation_0-mae:5610.89795 validation_1-mae:6265.74072 [338] validation_0-mae:5607.73877 validation_1-mae:6264.05322 [339] validation_0-mae:5603.35742 validation_1-mae:6263.88086 [340] validation_0-mae:5598.38525 validation_1-mae:6261.35400 [341] validation_0-mae:5594.82080 validation_1-mae:6259.57715 [342] validation_0-mae:5592.44824 validation_1-mae:6259.12305 [343] validation_0-mae:5589.25391 validation_1-mae:6258.09668 [344] validation_0-mae:5585.77881 validation_1-mae:6256.37988 [345] validation_0-mae:5583.81934 validation_1-mae:6255.35791 [346] validation_0-mae:5581.42725 validation_1-mae:6254.32227 [347] validation_0-mae:5577.11084 validation_1-mae:6253.33057 [348] validation_0-mae:5576.60498 validation_1-mae:6253.45996 [349] validation_0-mae:5571.97168 validation_1-mae:6250.51611 [350] validation_0-mae:5570.15234 validation_1-mae:6250.35498 [351] validation_0-mae:5566.82227 validation_1-mae:6248.96533 [352] validation_0-mae:5565.36279 validation_1-mae:6248.35986 [353] validation_0-mae:5561.87109 validation_1-mae:6246.86768 [354] validation_0-mae:5557.30859 validation_1-mae:6245.26074 [355] validation_0-mae:5555.18359 validation_1-mae:6244.73877 [356] validation_0-mae:5553.68848 validation_1-mae:6245.42334 [357] validation_0-mae:5550.76465 validation_1-mae:6244.37744 [358] validation_0-mae:5549.29932 validation_1-mae:6243.85205 [359] validation_0-mae:5547.05957 validation_1-mae:6243.47949 [360] validation_0-mae:5545.60156 validation_1-mae:6244.03027 [361] validation_0-mae:5544.44580 validation_1-mae:6243.84912 [362] validation_0-mae:5542.88477 validation_1-mae:6243.36084 [363] validation_0-mae:5540.91553 validation_1-mae:6243.49756 [364] validation_0-mae:5538.33105 validation_1-mae:6243.66406 [365] validation_0-mae:5537.11133 validation_1-mae:6243.92822 [366] validation_0-mae:5533.44971 validation_1-mae:6240.90478 [367] validation_0-mae:5532.45996 validation_1-mae:6240.43408 [368] validation_0-mae:5530.74023 validation_1-mae:6240.34522 [369] validation_0-mae:5529.79834 validation_1-mae:6240.20947 [370] validation_0-mae:5526.71143 validation_1-mae:6239.77734 [371] validation_0-mae:5524.51025 validation_1-mae:6239.36182 [372] validation_0-mae:5522.32666 validation_1-mae:6238.84863 [373] validation_0-mae:5521.05322 validation_1-mae:6238.47217 [374] validation_0-mae:5519.30615 validation_1-mae:6237.83740 [375] validation_0-mae:5518.44385 validation_1-mae:6237.70850 [376] validation_0-mae:5517.44482 validation_1-mae:6237.39355 [377] validation_0-mae:5514.69141 validation_1-mae:6236.67285 [378] validation_0-mae:5512.53125 validation_1-mae:6236.20654 [379] validation_0-mae:5509.00488 validation_1-mae:6233.92334 [380] validation_0-mae:5506.29883 validation_1-mae:6232.65820 [381] validation_0-mae:5503.12549 validation_1-mae:6232.56494 [382] validation_0-mae:5501.46875 validation_1-mae:6232.08350 [383] validation_0-mae:5500.88086 validation_1-mae:6232.18506 [384] validation_0-mae:5500.20605 validation_1-mae:6232.16943 [385] validation_0-mae:5497.89502 validation_1-mae:6231.93115 [386] validation_0-mae:5495.96826 validation_1-mae:6231.74365 [387] validation_0-mae:5492.17920 validation_1-mae:6229.97461 [388] validation_0-mae:5489.42773 validation_1-mae:6228.47168 [389] validation_0-mae:5487.49658 validation_1-mae:6227.30859 [390] validation_0-mae:5484.09668 validation_1-mae:6226.84033 [391] validation_0-mae:5480.22656 validation_1-mae:6223.65625 [392] validation_0-mae:5478.88477 validation_1-mae:6222.35205 [393] validation_0-mae:5477.58203 validation_1-mae:6222.33447 [394] validation_0-mae:5475.56103 validation_1-mae:6222.33057 [395] validation_0-mae:5471.11084 validation_1-mae:6220.69141 [396] validation_0-mae:5468.27686 validation_1-mae:6219.89355 [397] validation_0-mae:5464.21289 validation_1-mae:6218.59277 [398] validation_0-mae:5462.52148 validation_1-mae:6217.80273 [399] validation_0-mae:5460.92725 validation_1-mae:6217.18164 [400] validation_0-mae:5457.18311 validation_1-mae:6215.55908 [401] validation_0-mae:5456.25147 validation_1-mae:6215.31494 [402] validation_0-mae:5455.08740 validation_1-mae:6214.57080 [403] validation_0-mae:5454.33105 validation_1-mae:6214.29150 [404] validation_0-mae:5451.95166 validation_1-mae:6213.58496 [405] validation_0-mae:5449.24219 validation_1-mae:6212.63623 [406] validation_0-mae:5445.74853 validation_1-mae:6211.33398 [407] validation_0-mae:5443.18164 validation_1-mae:6211.60547 [408] validation_0-mae:5442.52441 validation_1-mae:6211.87207 [409] validation_0-mae:5440.72754 validation_1-mae:6211.81006 [410] validation_0-mae:5438.38916 validation_1-mae:6211.42236 [411] validation_0-mae:5436.70264 validation_1-mae:6211.94580 [412] validation_0-mae:5436.01758 validation_1-mae:6211.80469 [413] validation_0-mae:5434.06738 validation_1-mae:6211.60742 [414] validation_0-mae:5431.70703 validation_1-mae:6211.07959 [415] validation_0-mae:5429.21973 validation_1-mae:6210.02002 [416] validation_0-mae:5428.27783 validation_1-mae:6210.10303 [417] validation_0-mae:5426.44678 validation_1-mae:6210.72607 [418] validation_0-mae:5424.63428 validation_1-mae:6209.66504 [419] validation_0-mae:5421.52930 validation_1-mae:6208.15234 [420] validation_0-mae:5419.75977 validation_1-mae:6208.55957 [421] validation_0-mae:5417.93848 validation_1-mae:6207.65478 [422] validation_0-mae:5413.20557 validation_1-mae:6206.01465 [423] validation_0-mae:5411.21680 validation_1-mae:6205.76416 [424] validation_0-mae:5408.75098 validation_1-mae:6204.89746 [425] validation_0-mae:5407.31543 validation_1-mae:6204.46484 [426] validation_0-mae:5405.72754 validation_1-mae:6204.76123 [427] validation_0-mae:5403.64307 validation_1-mae:6205.28760 [428] validation_0-mae:5402.92041 validation_1-mae:6205.19092 [429] validation_0-mae:5400.92627 validation_1-mae:6205.29736 [430] validation_0-mae:5397.58936 validation_1-mae:6204.58984 [431] validation_0-mae:5394.61182 validation_1-mae:6202.82422 [432] validation_0-mae:5393.87598 validation_1-mae:6202.63232 [433] validation_0-mae:5393.64258 validation_1-mae:6202.88037 [434] validation_0-mae:5391.69043 validation_1-mae:6201.76074 [435] validation_0-mae:5390.41113 validation_1-mae:6201.41553 [436] validation_0-mae:5389.81885 validation_1-mae:6201.41260 [437] validation_0-mae:5388.74805 validation_1-mae:6201.38379 [438] validation_0-mae:5387.84277 validation_1-mae:6201.08789 [439] validation_0-mae:5386.45996 validation_1-mae:6201.04834 [440] validation_0-mae:5385.09228 validation_1-mae:6200.97656 [441] validation_0-mae:5381.70215 validation_1-mae:6199.60791 [442] validation_0-mae:5379.16504 validation_1-mae:6199.29492 [443] validation_0-mae:5377.08203 validation_1-mae:6198.67188 [444] validation_0-mae:5376.25000 validation_1-mae:6198.47852 [445] validation_0-mae:5374.84180 validation_1-mae:6198.14062 [446] validation_0-mae:5373.57178 validation_1-mae:6197.94971 [447] validation_0-mae:5372.60742 validation_1-mae:6197.35986 [448] validation_0-mae:5370.41113 validation_1-mae:6196.90088 [449] validation_0-mae:5368.32617 validation_1-mae:6195.68555 [450] validation_0-mae:5364.39893 validation_1-mae:6194.92773 [451] validation_0-mae:5363.53760 validation_1-mae:6195.17432 [452] validation_0-mae:5359.63672 validation_1-mae:6193.71924 [453] validation_0-mae:5354.51465 validation_1-mae:6192.47803 [454] validation_0-mae:5351.13867 validation_1-mae:6191.38281 [455] validation_0-mae:5348.46875 validation_1-mae:6191.56006 [456] validation_0-mae:5347.86035 validation_1-mae:6191.33545 [457] validation_0-mae:5345.96973 validation_1-mae:6190.33691 [458] validation_0-mae:5345.56836 validation_1-mae:6190.24414 [459] validation_0-mae:5344.04443 validation_1-mae:6189.32324 [460] validation_0-mae:5343.18799 validation_1-mae:6189.69189 [461] validation_0-mae:5341.28076 validation_1-mae:6189.40527 [462] validation_0-mae:5337.75439 validation_1-mae:6188.03516 [463] validation_0-mae:5335.32617 validation_1-mae:6187.16406 [464] validation_0-mae:5331.22949 validation_1-mae:6186.28272 [465] validation_0-mae:5328.87500 validation_1-mae:6185.81055 [466] validation_0-mae:5326.05420 validation_1-mae:6184.67480 [467] validation_0-mae:5322.83154 validation_1-mae:6183.32617 [468] validation_0-mae:5320.28711 validation_1-mae:6182.58447 [469] validation_0-mae:5318.63184 validation_1-mae:6183.08496 [470] validation_0-mae:5316.26172 validation_1-mae:6182.29639 [471] validation_0-mae:5314.38135 validation_1-mae:6182.67822 [472] validation_0-mae:5314.24756 validation_1-mae:6182.68018 [473] validation_0-mae:5312.66797 validation_1-mae:6181.85254 [474] validation_0-mae:5310.94824 validation_1-mae:6182.05859 [475] validation_0-mae:5310.38672 validation_1-mae:6182.42822 [476] validation_0-mae:5306.70117 validation_1-mae:6181.09180 [477] validation_0-mae:5304.65772 validation_1-mae:6180.58154 [478] validation_0-mae:5303.06152 validation_1-mae:6180.55762 [479] validation_0-mae:5301.37598 validation_1-mae:6179.74609 [480] validation_0-mae:5297.53857 validation_1-mae:6178.27783 [481] validation_0-mae:5296.63232 validation_1-mae:6178.43603 [482] validation_0-mae:5294.90674 validation_1-mae:6178.37891 [483] validation_0-mae:5293.76416 validation_1-mae:6178.19580 [484] validation_0-mae:5291.12988 validation_1-mae:6177.15332 [485] validation_0-mae:5290.17139 validation_1-mae:6176.74805 [486] validation_0-mae:5289.30420 validation_1-mae:6176.82959 [487] validation_0-mae:5288.83105 validation_1-mae:6176.79688 [488] validation_0-mae:5287.90478 validation_1-mae:6176.75049 [489] validation_0-mae:5286.41553 validation_1-mae:6176.68506 [490] validation_0-mae:5285.53711 validation_1-mae:6176.17725 [491] validation_0-mae:5285.07129 validation_1-mae:6176.02393 [492] validation_0-mae:5283.27148 validation_1-mae:6175.93848 [493] validation_0-mae:5281.44385 validation_1-mae:6175.90576 [494] validation_0-mae:5279.58301 validation_1-mae:6175.57178 [495] validation_0-mae:5279.51562 validation_1-mae:6175.65869 [496] validation_0-mae:5277.51270 validation_1-mae:6175.16211 [497] validation_0-mae:5273.60352 validation_1-mae:6173.35303 [498] validation_0-mae:5270.12353 validation_1-mae:6172.04053 [499] validation_0-mae:5268.77734 validation_1-mae:6171.77978 [500] validation_0-mae:5267.59570 validation_1-mae:6172.15820 [501] validation_0-mae:5265.81738 validation_1-mae:6171.71045 [502] validation_0-mae:5263.70459 validation_1-mae:6171.77002 [503] validation_0-mae:5262.44336 validation_1-mae:6171.45508 [504] validation_0-mae:5260.98682 validation_1-mae:6170.83496 [505] validation_0-mae:5258.60205 validation_1-mae:6171.01221 [506] validation_0-mae:5258.17725 validation_1-mae:6170.97607 [507] validation_0-mae:5257.37061 validation_1-mae:6170.39453 [508] validation_0-mae:5255.57520 validation_1-mae:6171.14893 [509] validation_0-mae:5253.74023 validation_1-mae:6170.88525 [510] validation_0-mae:5250.75000 validation_1-mae:6169.58203 [511] validation_0-mae:5248.99756 validation_1-mae:6169.93652 [512] validation_0-mae:5248.46143 validation_1-mae:6170.02637 [513] validation_0-mae:5246.09766 validation_1-mae:6168.92969 [514] validation_0-mae:5245.16016 validation_1-mae:6169.05127 [515] validation_0-mae:5244.13965 validation_1-mae:6168.50293 [516] validation_0-mae:5242.68408 validation_1-mae:6167.71289 [517] validation_0-mae:5240.05713 validation_1-mae:6166.33057 [518] validation_0-mae:5235.48340 validation_1-mae:6163.59473 [519] validation_0-mae:5232.42236 validation_1-mae:6163.27344 [520] validation_0-mae:5230.50195 validation_1-mae:6162.70264 [521] validation_0-mae:5228.72168 validation_1-mae:6162.09717 [522] validation_0-mae:5226.99512 validation_1-mae:6161.49561 [523] validation_0-mae:5225.44824 validation_1-mae:6161.29150 [524] validation_0-mae:5223.36768 validation_1-mae:6160.60938 [525] validation_0-mae:5222.33398 validation_1-mae:6160.55029 [526] validation_0-mae:5221.21338 validation_1-mae:6160.73486 [527] validation_0-mae:5219.69238 validation_1-mae:6160.34082 [528] validation_0-mae:5217.47900 validation_1-mae:6159.73389 [529] validation_0-mae:5216.69287 validation_1-mae:6159.98291 [530] validation_0-mae:5215.23975 validation_1-mae:6160.09912 [531] validation_0-mae:5214.02148 validation_1-mae:6159.54541 [532] validation_0-mae:5212.77344 validation_1-mae:6160.02344 [533] validation_0-mae:5210.88867 validation_1-mae:6159.92578 [534] validation_0-mae:5208.50879 validation_1-mae:6159.84961 [535] validation_0-mae:5205.47363 validation_1-mae:6160.13525 [536] validation_0-mae:5203.63428 validation_1-mae:6159.75635 [537] validation_0-mae:5199.62598 validation_1-mae:6159.09717 [538] validation_0-mae:5197.15576 validation_1-mae:6158.32666 [539] validation_0-mae:5194.03076 validation_1-mae:6159.02295 [540] validation_0-mae:5191.71045 validation_1-mae:6158.27002 [541] validation_0-mae:5188.18945 validation_1-mae:6157.79346 [542] validation_0-mae:5186.28174 validation_1-mae:6156.64893 [543] validation_0-mae:5184.36865 validation_1-mae:6156.82227 [544] validation_0-mae:5181.96631 validation_1-mae:6156.11377 [545] validation_0-mae:5179.13037 validation_1-mae:6155.73242 [546] validation_0-mae:5177.28906 validation_1-mae:6154.95508 [547] validation_0-mae:5175.65674 validation_1-mae:6154.44092 [548] validation_0-mae:5174.12402 validation_1-mae:6154.17627 [549] validation_0-mae:5172.12012 validation_1-mae:6154.14893 [550] validation_0-mae:5171.36182 validation_1-mae:6154.12061 [551] validation_0-mae:5170.04834 validation_1-mae:6153.08936 [552] validation_0-mae:5168.59375 validation_1-mae:6152.81934 [553] validation_0-mae:5166.80859 validation_1-mae:6152.41992 [554] validation_0-mae:5165.96338 validation_1-mae:6152.18408 [555] validation_0-mae:5165.07178 validation_1-mae:6151.61084 [556] validation_0-mae:5163.52002 validation_1-mae:6151.10645 [557] validation_0-mae:5159.83496 validation_1-mae:6150.07666 [558] validation_0-mae:5158.83252 validation_1-mae:6150.62061 [559] validation_0-mae:5157.05420 validation_1-mae:6150.62598 [560] validation_0-mae:5155.88770 validation_1-mae:6150.48438 [561] validation_0-mae:5153.78076 validation_1-mae:6149.47803 [562] validation_0-mae:5152.61963 validation_1-mae:6149.30176 [563] validation_0-mae:5149.66016 validation_1-mae:6148.27051 [564] validation_0-mae:5148.63867 validation_1-mae:6148.19922 [565] validation_0-mae:5147.14795 validation_1-mae:6147.77978 [566] validation_0-mae:5146.38623 validation_1-mae:6147.87109 [567] validation_0-mae:5144.91748 validation_1-mae:6147.41064 [568] validation_0-mae:5143.34961 validation_1-mae:6147.75342 [569] validation_0-mae:5141.79688 validation_1-mae:6147.85986 [570] validation_0-mae:5140.17041 validation_1-mae:6148.51709 [571] validation_0-mae:5137.98828 validation_1-mae:6147.84570 [572] validation_0-mae:5134.29492 validation_1-mae:6145.80469 [573] validation_0-mae:5132.70850 validation_1-mae:6145.94482 [574] validation_0-mae:5132.27344 validation_1-mae:6146.25342 [575] validation_0-mae:5132.17432 validation_1-mae:6146.28320 [576] validation_0-mae:5130.23633 validation_1-mae:6146.03369 [577] validation_0-mae:5128.40527 validation_1-mae:6145.61133 [578] validation_0-mae:5126.98047 validation_1-mae:6144.49561 [579] validation_0-mae:5125.29541 validation_1-mae:6144.52100 [580] validation_0-mae:5124.41553 validation_1-mae:6144.35547 [581] validation_0-mae:5123.97559 validation_1-mae:6144.49853 [582] validation_0-mae:5122.01514 validation_1-mae:6143.84424 [583] validation_0-mae:5121.00147 validation_1-mae:6143.79248 [584] validation_0-mae:5119.96582 validation_1-mae:6143.41211 [585] validation_0-mae:5118.71533 validation_1-mae:6142.96436 [586] validation_0-mae:5118.17871 validation_1-mae:6143.14990 [587] validation_0-mae:5115.37500 validation_1-mae:6142.41992 [588] validation_0-mae:5113.91895 validation_1-mae:6142.31445 [589] validation_0-mae:5113.02295 validation_1-mae:6142.65918 [590] validation_0-mae:5110.07568 validation_1-mae:6141.03272 [591] validation_0-mae:5108.12695 validation_1-mae:6140.36816 [592] validation_0-mae:5106.95996 validation_1-mae:6140.07568 [593] validation_0-mae:5105.77295 validation_1-mae:6139.82568 [594] validation_0-mae:5103.31543 validation_1-mae:6139.22217 [595] validation_0-mae:5102.91748 validation_1-mae:6139.05713 [596] validation_0-mae:5102.36621 validation_1-mae:6138.93408 [597] validation_0-mae:5101.10156 validation_1-mae:6138.53809 [598] validation_0-mae:5099.39844 validation_1-mae:6138.81787 [599] validation_0-mae:5098.20996 validation_1-mae:6138.61523 [600] validation_0-mae:5097.04395 validation_1-mae:6138.39746 [601] validation_0-mae:5096.69043 validation_1-mae:6138.70264 [602] validation_0-mae:5094.44824 validation_1-mae:6138.06982 [603] validation_0-mae:5092.85840 validation_1-mae:6138.06299 [604] validation_0-mae:5091.71875 validation_1-mae:6138.03125 [605] validation_0-mae:5091.59717 validation_1-mae:6138.03076 [606] validation_0-mae:5089.12647 validation_1-mae:6136.45020 [607] validation_0-mae:5088.04590 validation_1-mae:6136.01270 [608] validation_0-mae:5087.16797 validation_1-mae:6135.59277 [609] validation_0-mae:5084.22070 validation_1-mae:6134.37500 [610] validation_0-mae:5082.64355 validation_1-mae:6134.21338 [611] validation_0-mae:5081.44434 validation_1-mae:6134.10791 [612] validation_0-mae:5079.99609 validation_1-mae:6133.79004 [613] validation_0-mae:5078.44287 validation_1-mae:6133.42285 [614] validation_0-mae:5074.72754 validation_1-mae:6131.74805 [615] validation_0-mae:5073.28418 validation_1-mae:6130.68018 [616] validation_0-mae:5071.48975 validation_1-mae:6130.24268 [617] validation_0-mae:5070.03564 validation_1-mae:6130.13281 [618] validation_0-mae:5068.42480 validation_1-mae:6129.48340 [619] validation_0-mae:5066.41406 validation_1-mae:6128.41699 [620] validation_0-mae:5064.66260 validation_1-mae:6127.84766 [621] validation_0-mae:5062.95801 validation_1-mae:6128.15186 [622] validation_0-mae:5061.68897 validation_1-mae:6128.56397 [623] validation_0-mae:5059.80371 validation_1-mae:6128.35986 [624] validation_0-mae:5058.35498 validation_1-mae:6128.28320 [625] validation_0-mae:5054.62793 validation_1-mae:6126.83496 [626] validation_0-mae:5051.70654 validation_1-mae:6126.70898 [627] validation_0-mae:5049.30078 validation_1-mae:6126.04590 [628] validation_0-mae:5047.27490 validation_1-mae:6125.88574 [629] validation_0-mae:5044.92871 validation_1-mae:6125.34375 [630] validation_0-mae:5043.83789 validation_1-mae:6124.72363 [631] validation_0-mae:5041.89941 validation_1-mae:6123.78418 [632] validation_0-mae:5038.67188 validation_1-mae:6123.05273 [633] validation_0-mae:5036.37305 validation_1-mae:6122.55078 [634] validation_0-mae:5034.91895 validation_1-mae:6122.03809 [635] validation_0-mae:5032.86133 validation_1-mae:6121.44238 [636] validation_0-mae:5032.05811 validation_1-mae:6121.29541 [637] validation_0-mae:5030.48486 validation_1-mae:6121.65869 [638] validation_0-mae:5028.89404 validation_1-mae:6122.30615 [639] validation_0-mae:5028.29932 validation_1-mae:6122.12939 [640] validation_0-mae:5027.16260 validation_1-mae:6122.19873 [641] validation_0-mae:5025.36084 validation_1-mae:6121.71338 [642] validation_0-mae:5022.32715 validation_1-mae:6121.54541 [643] validation_0-mae:5021.83008 validation_1-mae:6121.51514 [644] validation_0-mae:5019.55176 validation_1-mae:6121.04980 [645] validation_0-mae:5017.67285 validation_1-mae:6120.30127 [646] validation_0-mae:5014.59570 validation_1-mae:6120.10254 [647] validation_0-mae:5013.77490 validation_1-mae:6120.21973 [648] validation_0-mae:5013.68506 validation_1-mae:6120.17578 [649] validation_0-mae:5009.78418 validation_1-mae:6118.03906 [650] validation_0-mae:5007.65869 validation_1-mae:6118.17773 [651] validation_0-mae:5004.84912 validation_1-mae:6116.27148 [652] validation_0-mae:5002.92725 validation_1-mae:6115.71582 [653] validation_0-mae:5002.20801 validation_1-mae:6115.37695 [654] validation_0-mae:5001.48145 validation_1-mae:6115.71728 [655] validation_0-mae:5000.03418 validation_1-mae:6116.09033 [656] validation_0-mae:4999.73047 validation_1-mae:6116.00928 [657] validation_0-mae:4998.11475 validation_1-mae:6115.22900 [658] validation_0-mae:4997.05664 validation_1-mae:6115.59570 [659] validation_0-mae:4995.36621 validation_1-mae:6114.78906 [660] validation_0-mae:4992.83887 validation_1-mae:6115.14062 [661] validation_0-mae:4991.84424 validation_1-mae:6114.97022 [662] validation_0-mae:4990.54346 validation_1-mae:6114.98633 [663] validation_0-mae:4990.23145 validation_1-mae:6114.87695 [664] validation_0-mae:4988.02100 validation_1-mae:6114.80078 [665] validation_0-mae:4986.58838 validation_1-mae:6115.39551 [666] validation_0-mae:4985.11768 validation_1-mae:6115.76025 [667] validation_0-mae:4983.68994 validation_1-mae:6115.62353 [668] validation_0-mae:4982.33936 validation_1-mae:6115.31689 [669] validation_0-mae:4980.83594 validation_1-mae:6115.48828 [670] validation_0-mae:4980.21143 validation_1-mae:6115.16895 [671] validation_0-mae:4978.94922 validation_1-mae:6115.39453 [672] validation_0-mae:4977.71338 validation_1-mae:6115.53516 [673] validation_0-mae:4974.48730 validation_1-mae:6114.21484 [674] validation_0-mae:4972.01221 validation_1-mae:6113.52783 [675] validation_0-mae:4970.24023 validation_1-mae:6112.75684 [676] validation_0-mae:4969.01318 validation_1-mae:6114.01660 [677] validation_0-mae:4967.70850 validation_1-mae:6114.06201 [678] validation_0-mae:4965.22510 validation_1-mae:6113.12353 [679] validation_0-mae:4963.63965 validation_1-mae:6112.71143 [680] validation_0-mae:4962.20752 validation_1-mae:6112.48975 [681] validation_0-mae:4960.34863 validation_1-mae:6112.72607 [682] validation_0-mae:4957.98193 validation_1-mae:6112.16504 [683] validation_0-mae:4956.18262 validation_1-mae:6111.93848 [684] validation_0-mae:4955.45654 validation_1-mae:6112.24609 [685] validation_0-mae:4954.10449 validation_1-mae:6112.59228 [686] validation_0-mae:4952.73193 validation_1-mae:6112.17725 [687] validation_0-mae:4950.91406 validation_1-mae:6111.59717 [688] validation_0-mae:4949.98291 validation_1-mae:6111.47803 [689] validation_0-mae:4949.18359 validation_1-mae:6110.67188 [690] validation_0-mae:4948.38525 validation_1-mae:6110.67334 [691] validation_0-mae:4944.59863 validation_1-mae:6110.27393 [692] validation_0-mae:4943.57520 validation_1-mae:6110.50391 [693] validation_0-mae:4941.68701 validation_1-mae:6110.44092 [694] validation_0-mae:4939.86426 validation_1-mae:6110.75684 [695] validation_0-mae:4938.83594 validation_1-mae:6111.40039 [696] validation_0-mae:4936.93945 validation_1-mae:6110.92041 [697] validation_0-mae:4935.44629 validation_1-mae:6110.39160 [698] validation_0-mae:4934.03857 validation_1-mae:6110.82715 [699] validation_0-mae:4931.87109 validation_1-mae:6109.91650 [700] validation_0-mae:4930.87061 validation_1-mae:6110.03320 [701] validation_0-mae:4929.60400 validation_1-mae:6110.10205 [702] validation_0-mae:4927.31592 validation_1-mae:6108.33008 [703] validation_0-mae:4925.54834 validation_1-mae:6108.65723 [704] validation_0-mae:4923.47559 validation_1-mae:6108.16211 [705] validation_0-mae:4922.75732 validation_1-mae:6108.13965 [706] validation_0-mae:4922.11719 validation_1-mae:6108.35400 [707] validation_0-mae:4921.99951 validation_1-mae:6108.31982 [708] validation_0-mae:4920.71191 validation_1-mae:6108.22705 [709] validation_0-mae:4919.69824 validation_1-mae:6108.33789 [710] validation_0-mae:4918.87891 validation_1-mae:6108.21631 [711] validation_0-mae:4917.67871 validation_1-mae:6108.22998 [712] validation_0-mae:4917.12451 validation_1-mae:6107.98926 [713] validation_0-mae:4916.78613 validation_1-mae:6108.03174 [714] validation_0-mae:4913.64551 validation_1-mae:6105.62305 [715] validation_0-mae:4910.70459 validation_1-mae:6104.93311 [716] validation_0-mae:4908.47168 validation_1-mae:6104.10107 [717] validation_0-mae:4906.87256 validation_1-mae:6103.53760 [718] validation_0-mae:4906.00244 validation_1-mae:6103.51416 [719] validation_0-mae:4903.98730 validation_1-mae:6103.57764 [720] validation_0-mae:4903.45264 validation_1-mae:6103.85938 [721] validation_0-mae:4902.95508 validation_1-mae:6103.63135 [722] validation_0-mae:4901.90039 validation_1-mae:6103.57227 [723] validation_0-mae:4899.73535 validation_1-mae:6102.99561 [724] validation_0-mae:4897.59473 validation_1-mae:6102.52978 [725] validation_0-mae:4896.08984 validation_1-mae:6102.26514 [726] validation_0-mae:4893.33838 validation_1-mae:6101.38086 [727] validation_0-mae:4891.78418 validation_1-mae:6101.57080 [728] validation_0-mae:4890.67969 validation_1-mae:6100.88965 [729] validation_0-mae:4889.21387 validation_1-mae:6100.19434 [730] validation_0-mae:4887.75293 validation_1-mae:6100.13525 [731] validation_0-mae:4887.45459 validation_1-mae:6099.81494 [732] validation_0-mae:4886.10693 validation_1-mae:6099.90820 [733] validation_0-mae:4885.09375 validation_1-mae:6099.78516 [734] validation_0-mae:4884.93506 validation_1-mae:6099.65137 [735] validation_0-mae:4881.92822 validation_1-mae:6098.63428 [736] validation_0-mae:4880.60059 validation_1-mae:6098.15674 [737] validation_0-mae:4878.20410 validation_1-mae:6096.90772 [738] validation_0-mae:4876.36084 validation_1-mae:6096.66211 [739] validation_0-mae:4875.29980 validation_1-mae:6096.91797 [740] validation_0-mae:4873.05566 validation_1-mae:6095.94043 [741] validation_0-mae:4871.16650 validation_1-mae:6095.31103 [742] validation_0-mae:4870.64551 validation_1-mae:6095.42480 [743] validation_0-mae:4868.83496 validation_1-mae:6094.99561 [744] validation_0-mae:4867.27783 validation_1-mae:6094.46289 [745] validation_0-mae:4865.91211 validation_1-mae:6094.14404 [746] validation_0-mae:4864.11279 validation_1-mae:6094.29443 [747] validation_0-mae:4860.23193 validation_1-mae:6092.24414 [748] validation_0-mae:4859.19775 validation_1-mae:6091.83105 [749] validation_0-mae:4856.50879 validation_1-mae:6090.53857 [750] validation_0-mae:4854.67236 validation_1-mae:6090.54834 [751] validation_0-mae:4853.20361 validation_1-mae:6090.08545 [752] validation_0-mae:4851.41602 validation_1-mae:6089.64307 [753] validation_0-mae:4849.36279 validation_1-mae:6089.57031 [754] validation_0-mae:4848.28955 validation_1-mae:6089.65625 [755] validation_0-mae:4846.96143 validation_1-mae:6089.28418 [756] validation_0-mae:4846.12158 validation_1-mae:6089.06348 [757] validation_0-mae:4844.44482 validation_1-mae:6088.93506 [758] validation_0-mae:4843.41357 validation_1-mae:6089.35840 [759] validation_0-mae:4842.07129 validation_1-mae:6088.72461 [760] validation_0-mae:4840.79053 validation_1-mae:6088.04590 [761] validation_0-mae:4838.09228 validation_1-mae:6086.80127 [762] validation_0-mae:4836.50391 validation_1-mae:6086.71582 [763] validation_0-mae:4835.13867 validation_1-mae:6087.04443 [764] validation_0-mae:4832.75928 validation_1-mae:6087.18311 [765] validation_0-mae:4831.22070 validation_1-mae:6086.84717 [766] validation_0-mae:4828.72461 validation_1-mae:6085.82910 [767] validation_0-mae:4826.07764 validation_1-mae:6085.18555 [768] validation_0-mae:4824.32764 validation_1-mae:6084.56689 [769] validation_0-mae:4822.23926 validation_1-mae:6084.26855 [770] validation_0-mae:4821.07910 validation_1-mae:6084.65625 [771] validation_0-mae:4819.70508 validation_1-mae:6083.55566 [772] validation_0-mae:4819.37939 validation_1-mae:6083.47217 [773] validation_0-mae:4817.60303 validation_1-mae:6083.48779 [774] validation_0-mae:4815.84522 validation_1-mae:6083.44238 [775] validation_0-mae:4813.52344 validation_1-mae:6083.22803 [776] validation_0-mae:4812.07324 validation_1-mae:6082.40527 [777] validation_0-mae:4811.07715 validation_1-mae:6082.43066 [778] validation_0-mae:4809.15186 validation_1-mae:6082.43701 [779] validation_0-mae:4808.40527 validation_1-mae:6082.42871 [780] validation_0-mae:4807.47900 validation_1-mae:6082.33594 [781] validation_0-mae:4805.54980 validation_1-mae:6081.86816 [782] validation_0-mae:4804.54297 validation_1-mae:6081.80078 [783] validation_0-mae:4802.98633 validation_1-mae:6081.32861 [784] validation_0-mae:4801.94678 validation_1-mae:6081.26660 [785] validation_0-mae:4800.33789 validation_1-mae:6081.48242 [786] validation_0-mae:4798.08105 validation_1-mae:6079.78125 [787] validation_0-mae:4796.66943 validation_1-mae:6079.53467 [788] validation_0-mae:4795.67578 validation_1-mae:6079.17676 [789] validation_0-mae:4794.53857 validation_1-mae:6079.21045 [790] validation_0-mae:4793.23340 validation_1-mae:6079.21777 [791] validation_0-mae:4790.94141 validation_1-mae:6077.82617 [792] validation_0-mae:4789.32568 validation_1-mae:6078.62012 [793] validation_0-mae:4786.95166 validation_1-mae:6077.23242 [794] validation_0-mae:4785.02393 validation_1-mae:6076.64795 [795] validation_0-mae:4783.71094 validation_1-mae:6076.37549 [796] validation_0-mae:4782.19873 validation_1-mae:6076.25391 [797] validation_0-mae:4780.33105 validation_1-mae:6076.08984 [798] validation_0-mae:4778.13770 validation_1-mae:6076.31689 [799] validation_0-mae:4776.25537 validation_1-mae:6076.01953 [800] validation_0-mae:4774.44873 validation_1-mae:6075.03857 [801] validation_0-mae:4773.26172 validation_1-mae:6074.95410 [802] validation_0-mae:4771.60107 validation_1-mae:6074.87158 [803] validation_0-mae:4769.67871 validation_1-mae:6074.54541 [804] validation_0-mae:4768.56689 validation_1-mae:6074.78711 [805] validation_0-mae:4764.61328 validation_1-mae:6073.44092 [806] validation_0-mae:4763.17188 validation_1-mae:6072.67920 [807] validation_0-mae:4761.69238 validation_1-mae:6072.70166 [808] validation_0-mae:4760.61328 validation_1-mae:6072.81445 [809] validation_0-mae:4759.09424 validation_1-mae:6072.69043 [810] validation_0-mae:4758.94775 validation_1-mae:6072.59912 [811] validation_0-mae:4757.01904 validation_1-mae:6072.11182 [812] validation_0-mae:4755.80371 validation_1-mae:6071.80762 [813] validation_0-mae:4754.51367 validation_1-mae:6071.59961 [814] validation_0-mae:4753.09228 validation_1-mae:6071.75488 [815] validation_0-mae:4751.28467 validation_1-mae:6071.25342 [816] validation_0-mae:4750.17480 validation_1-mae:6071.34277 [817] validation_0-mae:4748.59131 validation_1-mae:6070.84277 [818] validation_0-mae:4747.90918 validation_1-mae:6070.49853 [819] validation_0-mae:4747.18799 validation_1-mae:6070.25342 [820] validation_0-mae:4746.03857 validation_1-mae:6069.97363 [821] validation_0-mae:4744.76025 validation_1-mae:6069.43018 [822] validation_0-mae:4743.16846 validation_1-mae:6069.63818 [823] validation_0-mae:4742.08008 validation_1-mae:6069.33545 [824] validation_0-mae:4739.39795 validation_1-mae:6068.17285 [825] validation_0-mae:4739.17627 validation_1-mae:6068.20215 [826] validation_0-mae:4737.41943 validation_1-mae:6067.52686 [827] validation_0-mae:4736.92383 validation_1-mae:6067.41553 [828] validation_0-mae:4735.64209 validation_1-mae:6066.89941 [829] validation_0-mae:4733.56494 validation_1-mae:6065.65869 [830] validation_0-mae:4730.49023 validation_1-mae:6063.96191 [831] validation_0-mae:4728.68555 validation_1-mae:6063.36865 [832] validation_0-mae:4727.48633 validation_1-mae:6063.10352 [833] validation_0-mae:4726.46777 validation_1-mae:6063.18701 [834] validation_0-mae:4724.85986 validation_1-mae:6061.78857 [835] validation_0-mae:4722.50830 validation_1-mae:6061.09717 [836] validation_0-mae:4720.45898 validation_1-mae:6060.70068 [837] validation_0-mae:4719.80908 validation_1-mae:6060.53320 [838] validation_0-mae:4719.03369 validation_1-mae:6060.46973 [839] validation_0-mae:4718.17432 validation_1-mae:6060.25391 [840] validation_0-mae:4716.50635 validation_1-mae:6060.46045 [841] validation_0-mae:4714.55322 validation_1-mae:6059.27051 [842] validation_0-mae:4711.57031 validation_1-mae:6059.40576 [843] validation_0-mae:4709.97949 validation_1-mae:6059.18262 [844] validation_0-mae:4707.22607 validation_1-mae:6058.64209 [845] validation_0-mae:4705.28467 validation_1-mae:6057.39600 [846] validation_0-mae:4703.79297 validation_1-mae:6057.00830 [847] validation_0-mae:4702.21045 validation_1-mae:6056.86426 [848] validation_0-mae:4699.82129 validation_1-mae:6056.31885 [849] validation_0-mae:4697.68066 validation_1-mae:6055.94971 [850] validation_0-mae:4696.42334 validation_1-mae:6056.27197 [851] validation_0-mae:4694.91162 validation_1-mae:6056.16895 [852] validation_0-mae:4693.11133 validation_1-mae:6056.07275 [853] validation_0-mae:4692.03711 validation_1-mae:6055.99023 [854] validation_0-mae:4690.97022 validation_1-mae:6055.88965 [855] validation_0-mae:4689.42090 validation_1-mae:6055.65625 [856] validation_0-mae:4688.49365 validation_1-mae:6055.55225 [857] validation_0-mae:4686.85059 validation_1-mae:6055.58301 [858] validation_0-mae:4685.19580 validation_1-mae:6055.60352 [859] validation_0-mae:4683.94873 validation_1-mae:6055.20801 [860] validation_0-mae:4683.00488 validation_1-mae:6055.67432 [861] validation_0-mae:4680.66748 validation_1-mae:6055.83447 [862] validation_0-mae:4679.14795 validation_1-mae:6055.53857 [863] validation_0-mae:4677.11133 validation_1-mae:6054.94775 [864] validation_0-mae:4675.96191 validation_1-mae:6054.22314 [865] validation_0-mae:4673.49463 validation_1-mae:6053.42871 [866] validation_0-mae:4672.07178 validation_1-mae:6053.61865 [867] validation_0-mae:4670.15088 validation_1-mae:6054.21777 [868] validation_0-mae:4669.28027 validation_1-mae:6054.20264 [869] validation_0-mae:4668.49268 validation_1-mae:6054.24365 [870] validation_0-mae:4667.36572 validation_1-mae:6053.92725 [871] validation_0-mae:4665.74853 validation_1-mae:6054.36426 [872] validation_0-mae:4665.23975 validation_1-mae:6054.44385 [873] validation_0-mae:4664.10596 validation_1-mae:6054.33203 [874] validation_0-mae:4663.02539 validation_1-mae:6054.58057 [875] validation_0-mae:4662.09912 validation_1-mae:6054.17432 [876] validation_0-mae:4661.06299 validation_1-mae:6053.85986 [877] validation_0-mae:4659.56592 validation_1-mae:6053.78174 [878] validation_0-mae:4657.74902 validation_1-mae:6053.61475 [879] validation_0-mae:4655.80908 validation_1-mae:6052.40820 [880] validation_0-mae:4654.15234 validation_1-mae:6052.02832 [881] validation_0-mae:4653.24902 validation_1-mae:6051.72998 [882] validation_0-mae:4652.47607 validation_1-mae:6051.57861 [883] validation_0-mae:4650.81836 validation_1-mae:6050.76807 [884] validation_0-mae:4649.38574 validation_1-mae:6050.13232 [885] validation_0-mae:4646.97900 validation_1-mae:6049.24658 [886] validation_0-mae:4646.27002 validation_1-mae:6049.09033 [887] validation_0-mae:4646.18750 validation_1-mae:6049.16455 [888] validation_0-mae:4645.38330 validation_1-mae:6048.95996 [889] validation_0-mae:4643.02148 validation_1-mae:6048.24121 [890] validation_0-mae:4641.34131 validation_1-mae:6048.80225 [891] validation_0-mae:4639.99609 validation_1-mae:6048.82031 [892] validation_0-mae:4638.90723 validation_1-mae:6049.07715 [893] validation_0-mae:4637.85840 validation_1-mae:6049.10791 [894] validation_0-mae:4636.68799 validation_1-mae:6048.92139 [895] validation_0-mae:4636.10059 validation_1-mae:6048.57080 [896] validation_0-mae:4634.71387 validation_1-mae:6048.01221 [897] validation_0-mae:4633.66113 validation_1-mae:6048.20068 [898] validation_0-mae:4632.12500 validation_1-mae:6048.10840 [899] validation_0-mae:4631.74316 validation_1-mae:6048.33740 [900] validation_0-mae:4630.88330 validation_1-mae:6048.24512 [901] validation_0-mae:4629.79102 validation_1-mae:6047.84961 [902] validation_0-mae:4629.68262 validation_1-mae:6047.84375 [903] validation_0-mae:4628.71680 validation_1-mae:6047.67969 [904] validation_0-mae:4627.38037 validation_1-mae:6047.37402 [905] validation_0-mae:4625.78272 validation_1-mae:6046.67432 [906] validation_0-mae:4624.90332 validation_1-mae:6046.61279 [907] validation_0-mae:4624.17334 validation_1-mae:6046.62402 [908] validation_0-mae:4622.33838 validation_1-mae:6046.48730 [909] validation_0-mae:4621.38086 validation_1-mae:6046.46436 [910] validation_0-mae:4619.25439 validation_1-mae:6045.49268 [911] validation_0-mae:4617.81494 validation_1-mae:6045.28320 [912] validation_0-mae:4616.35107 validation_1-mae:6044.66113 [913] validation_0-mae:4615.64941 validation_1-mae:6044.73877 [914] validation_0-mae:4614.53320 validation_1-mae:6045.04053 [915] validation_0-mae:4612.94678 validation_1-mae:6044.70898 [916] validation_0-mae:4611.52734 validation_1-mae:6044.29541 [917] validation_0-mae:4610.46289 validation_1-mae:6044.00049 [918] validation_0-mae:4609.12549 validation_1-mae:6043.39746 [919] validation_0-mae:4607.70068 validation_1-mae:6043.31934 [920] validation_0-mae:4606.74170 validation_1-mae:6042.98584 [921] validation_0-mae:4605.16113 validation_1-mae:6042.91260 [922] validation_0-mae:4604.18897 validation_1-mae:6042.76611 [923] validation_0-mae:4603.12744 validation_1-mae:6042.57129 [924] validation_0-mae:4601.83447 validation_1-mae:6043.03125 [925] validation_0-mae:4600.76025 validation_1-mae:6043.20166 [926] validation_0-mae:4599.73779 validation_1-mae:6043.15967 [927] validation_0-mae:4597.82568 validation_1-mae:6042.95508 [928] validation_0-mae:4596.88037 validation_1-mae:6042.79883 [929] validation_0-mae:4595.85986 validation_1-mae:6042.53174 [930] validation_0-mae:4594.73730 validation_1-mae:6042.42725 [931] validation_0-mae:4593.53418 validation_1-mae:6042.23193 [932] validation_0-mae:4592.60205 validation_1-mae:6041.83789 [933] validation_0-mae:4591.99219 validation_1-mae:6041.95068 [934] validation_0-mae:4591.08789 validation_1-mae:6042.17188 [935] validation_0-mae:4589.42969 validation_1-mae:6042.10791 [936] validation_0-mae:4587.99658 validation_1-mae:6041.72852 [937] validation_0-mae:4587.11475 validation_1-mae:6041.77978 [938] validation_0-mae:4586.36328 validation_1-mae:6041.57715 [939] validation_0-mae:4584.73535 validation_1-mae:6041.03662 [940] validation_0-mae:4584.22461 validation_1-mae:6040.99268 [941] validation_0-mae:4583.56885 validation_1-mae:6041.37549 [942] validation_0-mae:4582.20850 validation_1-mae:6040.84180 [943] validation_0-mae:4581.76270 validation_1-mae:6040.49463 [944] validation_0-mae:4579.48193 validation_1-mae:6040.35254 [945] validation_0-mae:4577.69141 validation_1-mae:6039.68652 [946] validation_0-mae:4576.47705 validation_1-mae:6040.25977 [947] validation_0-mae:4574.93213 validation_1-mae:6040.40625 [948] validation_0-mae:4573.00049 validation_1-mae:6040.39795 [949] validation_0-mae:4571.85400 validation_1-mae:6040.22217 [950] validation_0-mae:4569.84814 validation_1-mae:6040.41064 [951] validation_0-mae:4567.81934 validation_1-mae:6040.09863 [952] validation_0-mae:4566.91406 validation_1-mae:6040.05762 [953] validation_0-mae:4565.38867 validation_1-mae:6039.46289 [954] validation_0-mae:4563.77539 validation_1-mae:6039.89551 [955] validation_0-mae:4561.79004 validation_1-mae:6039.60156 [956] validation_0-mae:4560.26367 validation_1-mae:6039.39795 [957] validation_0-mae:4558.80566 validation_1-mae:6039.29541 [958] validation_0-mae:4556.36279 validation_1-mae:6039.09668 [959] validation_0-mae:4554.46973 validation_1-mae:6039.10596 [960] validation_0-mae:4552.54590 validation_1-mae:6039.48975 [961] validation_0-mae:4550.89600 validation_1-mae:6039.24121 [962] validation_0-mae:4548.81738 validation_1-mae:6038.61963 [963] validation_0-mae:4547.12939 validation_1-mae:6038.30420 [964] validation_0-mae:4545.55908 validation_1-mae:6038.09082 [965] validation_0-mae:4543.88818 validation_1-mae:6037.95996 [966] validation_0-mae:4542.78711 validation_1-mae:6038.04492 [967] validation_0-mae:4541.82666 validation_1-mae:6037.40674 [968] validation_0-mae:4540.12939 validation_1-mae:6037.66016 [969] validation_0-mae:4539.42236 validation_1-mae:6037.73975 [970] validation_0-mae:4538.38623 validation_1-mae:6037.84522 [971] validation_0-mae:4536.56543 validation_1-mae:6038.06348 [972] validation_0-mae:4535.53906 validation_1-mae:6038.13477 [973] validation_0-mae:4533.92480 validation_1-mae:6037.51416 [974] validation_0-mae:4531.91406 validation_1-mae:6036.93359 [975] validation_0-mae:4530.62012 validation_1-mae:6037.20459 [976] validation_0-mae:4530.38135 validation_1-mae:6037.32373 [977] validation_0-mae:4528.60449 validation_1-mae:6037.02978 [978] validation_0-mae:4526.66504 validation_1-mae:6037.00977 [979] validation_0-mae:4525.29492 validation_1-mae:6036.84668 [980] validation_0-mae:4524.11035 validation_1-mae:6036.43311 [981] validation_0-mae:4522.45508 validation_1-mae:6036.46191 [982] validation_0-mae:4521.66992 validation_1-mae:6036.12305 [983] validation_0-mae:4521.10498 validation_1-mae:6035.66748 [984] validation_0-mae:4519.64307 validation_1-mae:6035.26514 [985] validation_0-mae:4519.58203 validation_1-mae:6035.34326 [986] validation_0-mae:4518.83350 validation_1-mae:6035.58105 [987] validation_0-mae:4517.11426 validation_1-mae:6035.38184 [988] validation_0-mae:4515.73047 validation_1-mae:6034.65723 [989] validation_0-mae:4514.56836 validation_1-mae:6034.23242 [990] validation_0-mae:4513.22461 validation_1-mae:6034.34766 [991] validation_0-mae:4512.04590 validation_1-mae:6034.17822 [992] validation_0-mae:4511.22022 validation_1-mae:6034.54102 [993] validation_0-mae:4509.33691 validation_1-mae:6034.85303 [994] validation_0-mae:4508.48828 validation_1-mae:6035.07812 [995] validation_0-mae:4507.97070 validation_1-mae:6034.86523 [996] validation_0-mae:4507.11426 validation_1-mae:6034.56787 [997] validation_0-mae:4506.04541 validation_1-mae:6034.68213 [998] validation_0-mae:4504.81299 validation_1-mae:6033.68457 [999] validation_0-mae:4504.55273 validation_1-mae:6033.87793 [1000] validation_0-mae:4503.65869 validation_1-mae:6034.53223 [1001] validation_0-mae:4502.79541 validation_1-mae:6034.27393 [1002] validation_0-mae:4501.40772 validation_1-mae:6033.45410 [1003] validation_0-mae:4500.43506 validation_1-mae:6033.15869 [1004] validation_0-mae:4499.41797 validation_1-mae:6033.36328 [1005] validation_0-mae:4498.79834 validation_1-mae:6033.12744 [1006] validation_0-mae:4498.05957 validation_1-mae:6033.14258 [1007] validation_0-mae:4497.13574 validation_1-mae:6033.45264 [1008] validation_0-mae:4495.49853 validation_1-mae:6032.71973 [1009] validation_0-mae:4494.86328 validation_1-mae:6032.48779 [1010] validation_0-mae:4494.56885 validation_1-mae:6032.25586 [1011] validation_0-mae:4493.90381 validation_1-mae:6032.02832 [1012] validation_0-mae:4493.03760 validation_1-mae:6031.31201 [1013] validation_0-mae:4492.15088 validation_1-mae:6031.53906 [1014] validation_0-mae:4491.26416 validation_1-mae:6031.14551 [1015] validation_0-mae:4489.73975 validation_1-mae:6030.64062 [1016] validation_0-mae:4489.26660 validation_1-mae:6030.52637 [1017] validation_0-mae:4487.79492 validation_1-mae:6029.76416 [1018] validation_0-mae:4487.09863 validation_1-mae:6030.18115 [1019] validation_0-mae:4485.21875 validation_1-mae:6029.39844 [1020] validation_0-mae:4484.21484 validation_1-mae:6029.80420 [1021] validation_0-mae:4482.33838 validation_1-mae:6029.47363 [1022] validation_0-mae:4480.90137 validation_1-mae:6028.77197 [1023] validation_0-mae:4478.73975 validation_1-mae:6028.23096 [1024] validation_0-mae:4477.50488 validation_1-mae:6027.96973 [1025] validation_0-mae:4475.93555 validation_1-mae:6028.24609 [1026] validation_0-mae:4474.49512 validation_1-mae:6028.34473 [1027] validation_0-mae:4473.77783 validation_1-mae:6028.61426 [1028] validation_0-mae:4472.67041 validation_1-mae:6028.67432 [1029] validation_0-mae:4471.95410 validation_1-mae:6028.35596 [1030] validation_0-mae:4470.81982 validation_1-mae:6028.32227 [1031] validation_0-mae:4469.86230 validation_1-mae:6028.57422 [1032] validation_0-mae:4468.63916 validation_1-mae:6027.96973 [1033] validation_0-mae:4468.60791 validation_1-mae:6027.97363 [1034] validation_0-mae:4467.60400 validation_1-mae:6028.08398 [1035] validation_0-mae:4467.05615 validation_1-mae:6028.30762 [1036] validation_0-mae:4466.69092 validation_1-mae:6028.50391 [1037] validation_0-mae:4465.98486 validation_1-mae:6028.47119 [1038] validation_0-mae:4464.92578 validation_1-mae:6028.37988 [1039] validation_0-mae:4463.88721 validation_1-mae:6028.12353 [1040] validation_0-mae:4462.78369 validation_1-mae:6028.05469 [1041] validation_0-mae:4461.54932 validation_1-mae:6027.69287 [1042] validation_0-mae:4460.49316 validation_1-mae:6027.98633 [1043] validation_0-mae:4460.09814 validation_1-mae:6028.05273 [1044] validation_0-mae:4459.05615 validation_1-mae:6027.95801 [1045] validation_0-mae:4457.34131 validation_1-mae:6027.40430 [1046] validation_0-mae:4457.24268 validation_1-mae:6027.42578 [1047] validation_0-mae:4455.93750 validation_1-mae:6027.38428 [1048] validation_0-mae:4454.65234 validation_1-mae:6027.60596 [1049] validation_0-mae:4453.40576 validation_1-mae:6027.87061 [1050] validation_0-mae:4451.83105 validation_1-mae:6027.39453 [1051] validation_0-mae:4450.66357 validation_1-mae:6027.40381 [1052] validation_0-mae:4450.43555 validation_1-mae:6027.44824 [1053] validation_0-mae:4449.99072 validation_1-mae:6027.72705 [1054] validation_0-mae:4448.66943 validation_1-mae:6028.14160 [1055] validation_0-mae:4448.03418 validation_1-mae:6028.18555 [1056] validation_0-mae:4447.15283 validation_1-mae:6027.89062 [1057] validation_0-mae:4446.56592 validation_1-mae:6027.59082 [1058] validation_0-mae:4445.04346 validation_1-mae:6027.18701 [1059] validation_0-mae:4443.73828 validation_1-mae:6026.85986 [1060] validation_0-mae:4442.01367 validation_1-mae:6026.73389 [1061] validation_0-mae:4440.55957 validation_1-mae:6026.66797 [1062] validation_0-mae:4439.19873 validation_1-mae:6026.36572 [1063] validation_0-mae:4437.75098 validation_1-mae:6026.27881 [1064] validation_0-mae:4435.98096 validation_1-mae:6026.14502 [1065] validation_0-mae:4434.24512 validation_1-mae:6025.72900 [1066] validation_0-mae:4433.14600 validation_1-mae:6025.69824 [1067] validation_0-mae:4432.05615 validation_1-mae:6025.75928 [1068] validation_0-mae:4430.78613 validation_1-mae:6025.33252 [1069] validation_0-mae:4429.02539 validation_1-mae:6025.22949 [1070] validation_0-mae:4428.54395 validation_1-mae:6025.36865 [1071] validation_0-mae:4427.57666 validation_1-mae:6025.51709 [1072] validation_0-mae:4426.06250 validation_1-mae:6025.17822 [1073] validation_0-mae:4425.31397 validation_1-mae:6025.26025 [1074] validation_0-mae:4423.86914 validation_1-mae:6024.78467 [1075] validation_0-mae:4423.01709 validation_1-mae:6024.71680 [1076] validation_0-mae:4422.11523 validation_1-mae:6024.69873 [1077] validation_0-mae:4420.95117 validation_1-mae:6024.32617 [1078] validation_0-mae:4420.21973 validation_1-mae:6024.34277 [1079] validation_0-mae:4418.85938 validation_1-mae:6025.35400 [1080] validation_0-mae:4418.39551 validation_1-mae:6025.26514 [1081] validation_0-mae:4417.21875 validation_1-mae:6024.72022 [1082] validation_0-mae:4416.32715 validation_1-mae:6024.69629 [1083] validation_0-mae:4414.77734 validation_1-mae:6024.71191 [1084] validation_0-mae:4413.29102 validation_1-mae:6023.57715 [1085] validation_0-mae:4412.21289 validation_1-mae:6023.78857 [1086] validation_0-mae:4411.05762 validation_1-mae:6023.35791 [1087] validation_0-mae:4409.97900 validation_1-mae:6023.34033 [1088] validation_0-mae:4409.35352 validation_1-mae:6023.47314 [1089] validation_0-mae:4407.97656 validation_1-mae:6023.63965 [1090] validation_0-mae:4407.07617 validation_1-mae:6023.87207 [1091] validation_0-mae:4406.23438 validation_1-mae:6023.98633 [1092] validation_0-mae:4404.79541 validation_1-mae:6023.46289 [1093] validation_0-mae:4403.71094 validation_1-mae:6022.68994 [1094] validation_0-mae:4403.18555 validation_1-mae:6022.57959 [1095] validation_0-mae:4401.70654 validation_1-mae:6022.59473 [1096] validation_0-mae:4400.72168 validation_1-mae:6023.32422 [1097] validation_0-mae:4399.21826 validation_1-mae:6022.98828 [1098] validation_0-mae:4397.74219 validation_1-mae:6022.87598 [1099] validation_0-mae:4397.05029 validation_1-mae:6022.70898 [1100] validation_0-mae:4396.64844 validation_1-mae:6022.55908 [1101] validation_0-mae:4395.77783 validation_1-mae:6022.64844 [1102] validation_0-mae:4395.32227 validation_1-mae:6022.65332 [1103] validation_0-mae:4394.15967 validation_1-mae:6022.15723 [1104] validation_0-mae:4394.01562 validation_1-mae:6022.34424 [1105] validation_0-mae:4392.60645 validation_1-mae:6023.14209 [1106] validation_0-mae:4391.20947 validation_1-mae:6023.55225 [1107] validation_0-mae:4389.03613 validation_1-mae:6022.82520 [1108] validation_0-mae:4388.30127 validation_1-mae:6023.12744 [1109] validation_0-mae:4386.76709 validation_1-mae:6022.30225 [1110] validation_0-mae:4384.70605 validation_1-mae:6021.22949 [1111] validation_0-mae:4383.50537 validation_1-mae:6020.86621 [1112] validation_0-mae:4382.28613 validation_1-mae:6020.98828 [1113] validation_0-mae:4381.10596 validation_1-mae:6021.20361 [1114] validation_0-mae:4379.61182 validation_1-mae:6021.44043 [1115] validation_0-mae:4377.93213 validation_1-mae:6020.53076 [1116] validation_0-mae:4376.62842 validation_1-mae:6020.48096 [1117] validation_0-mae:4375.95117 validation_1-mae:6020.42090 [1118] validation_0-mae:4375.25537 validation_1-mae:6020.94922 [1119] validation_0-mae:4373.59570 validation_1-mae:6019.65283 [1120] validation_0-mae:4372.64014 validation_1-mae:6019.80859 [1121] validation_0-mae:4371.52002 validation_1-mae:6019.83887 [1122] validation_0-mae:4370.66455 validation_1-mae:6019.85205 [1123] validation_0-mae:4369.50830 validation_1-mae:6019.54248 [1124] validation_0-mae:4368.55322 validation_1-mae:6019.50830 [1125] validation_0-mae:4367.84766 validation_1-mae:6019.63184 [1126] validation_0-mae:4367.12695 validation_1-mae:6019.46680 [1127] validation_0-mae:4366.91357 validation_1-mae:6019.50586 [1128] validation_0-mae:4365.65967 validation_1-mae:6019.58203 [1129] validation_0-mae:4365.31592 validation_1-mae:6019.49414 [1130] validation_0-mae:4363.96143 validation_1-mae:6019.29297 [1131] validation_0-mae:4362.70898 validation_1-mae:6019.02148 [1132] validation_0-mae:4361.66406 validation_1-mae:6018.96045 [1133] validation_0-mae:4361.15430 validation_1-mae:6019.16211 [1134] validation_0-mae:4360.49219 validation_1-mae:6019.16699 [1135] validation_0-mae:4359.17480 validation_1-mae:6018.95264 [1136] validation_0-mae:4358.66895 validation_1-mae:6018.84228 [1137] validation_0-mae:4358.03564 validation_1-mae:6019.11475 [1138] validation_0-mae:4357.78564 validation_1-mae:6019.10010 [1139] validation_0-mae:4357.39746 validation_1-mae:6018.96777 [1140] validation_0-mae:4356.63477 validation_1-mae:6018.90967 [1141] validation_0-mae:4355.30518 validation_1-mae:6019.27051 [1142] validation_0-mae:4353.39160 validation_1-mae:6019.44434 [1143] validation_0-mae:4351.44727 validation_1-mae:6018.35791 [1144] validation_0-mae:4349.88965 validation_1-mae:6019.23877 [1145] validation_0-mae:4347.45801 validation_1-mae:6019.08105 [1146] validation_0-mae:4346.16504 validation_1-mae:6018.24951 [1147] validation_0-mae:4345.35986 validation_1-mae:6017.85645 [1148] validation_0-mae:4344.43506 validation_1-mae:6017.52295 [1149] validation_0-mae:4343.30322 validation_1-mae:6017.51904 [1150] validation_0-mae:4341.88916 validation_1-mae:6017.23828 [1151] validation_0-mae:4340.66162 validation_1-mae:6017.31397 [1152] validation_0-mae:4339.48486 validation_1-mae:6017.63916 [1153] validation_0-mae:4338.39893 validation_1-mae:6017.46387 [1154] validation_0-mae:4338.00098 validation_1-mae:6017.59082 [1155] validation_0-mae:4337.14209 validation_1-mae:6017.20117 [1156] validation_0-mae:4336.18457 validation_1-mae:6017.17725 [1157] validation_0-mae:4334.94189 validation_1-mae:6017.41455 [1158] validation_0-mae:4334.22852 validation_1-mae:6017.28906 [1159] validation_0-mae:4333.20312 validation_1-mae:6017.43018 [1160] validation_0-mae:4332.02393 validation_1-mae:6017.06836 [1161] validation_0-mae:4330.26270 validation_1-mae:6015.95508 [1162] validation_0-mae:4328.51660 validation_1-mae:6015.97461 [1163] validation_0-mae:4327.81592 validation_1-mae:6015.74756 [1164] validation_0-mae:4326.91650 validation_1-mae:6016.12549 [1165] validation_0-mae:4326.10303 validation_1-mae:6015.65283 [1166] validation_0-mae:4324.22949 validation_1-mae:6015.59814 [1167] validation_0-mae:4323.09766 validation_1-mae:6015.77686 [1168] validation_0-mae:4322.26172 validation_1-mae:6016.19043 [1169] validation_0-mae:4321.00537 validation_1-mae:6016.21582 [1170] validation_0-mae:4320.16699 validation_1-mae:6016.13135 [1171] validation_0-mae:4319.38477 validation_1-mae:6016.12939 [1172] validation_0-mae:4318.29541 validation_1-mae:6015.80615 [1173] validation_0-mae:4317.38037 validation_1-mae:6015.58105 [1174] validation_0-mae:4316.30957 validation_1-mae:6015.30322 [1175] validation_0-mae:4315.58789 validation_1-mae:6015.52881 [1176] validation_0-mae:4314.59766 validation_1-mae:6015.53955 [1177] validation_0-mae:4314.11133 validation_1-mae:6015.92627 [1178] validation_0-mae:4313.26904 validation_1-mae:6015.54932 [1179] validation_0-mae:4311.52881 validation_1-mae:6015.19678 [1180] validation_0-mae:4310.90186 validation_1-mae:6015.07129 [1181] validation_0-mae:4310.16064 validation_1-mae:6015.08936 [1182] validation_0-mae:4309.01074 validation_1-mae:6015.00586 [1183] validation_0-mae:4308.02100 validation_1-mae:6014.73291 [1184] validation_0-mae:4307.07666 validation_1-mae:6014.84668 [1185] validation_0-mae:4306.69873 validation_1-mae:6014.72266 [1186] validation_0-mae:4305.90137 validation_1-mae:6015.25684 [1187] validation_0-mae:4305.08008 validation_1-mae:6015.34619 [1188] validation_0-mae:4302.42139 validation_1-mae:6014.61914 [1189] validation_0-mae:4300.96387 validation_1-mae:6014.58008 [1190] validation_0-mae:4300.41260 validation_1-mae:6014.76807 [1191] validation_0-mae:4299.12939 validation_1-mae:6014.66895 [1192] validation_0-mae:4297.74268 validation_1-mae:6014.48291 [1193] validation_0-mae:4297.03467 validation_1-mae:6014.81250 [1194] validation_0-mae:4295.79443 validation_1-mae:6015.33887 [1195] validation_0-mae:4294.24365 validation_1-mae:6015.23438 [1196] validation_0-mae:4291.83887 validation_1-mae:6015.37598 [1197] validation_0-mae:4291.12793 validation_1-mae:6015.41992 [1198] validation_0-mae:4290.04932 validation_1-mae:6015.04590 [1199] validation_0-mae:4289.21289 validation_1-mae:6014.83594 [1200] validation_0-mae:4288.55615 validation_1-mae:6014.63232 [1201] validation_0-mae:4288.10449 validation_1-mae:6014.54883 [1202] validation_0-mae:4287.04541 validation_1-mae:6014.68262 [1203] validation_0-mae:4286.32471 validation_1-mae:6014.62012 [1204] validation_0-mae:4285.74414 validation_1-mae:6014.78369 [1205] validation_0-mae:4284.36230 validation_1-mae:6015.01318 [1206] validation_0-mae:4284.37012 validation_1-mae:6015.05566 [1207] validation_0-mae:4283.71728 validation_1-mae:6015.96582 [1208] validation_0-mae:4282.63037 validation_1-mae:6016.19434 [1209] validation_0-mae:4281.97412 validation_1-mae:6016.35059 [1210] validation_0-mae:4281.07764 validation_1-mae:6016.56885 [1211] validation_0-mae:4280.17383 validation_1-mae:6016.59082 [1212] validation_0-mae:4279.14600 validation_1-mae:6016.25928 [1213] validation_0-mae:4278.29053 validation_1-mae:6016.16895 [1214] validation_0-mae:4276.80713 validation_1-mae:6015.80762 [1215] validation_0-mae:4275.63525 validation_1-mae:6015.64941 [1216] validation_0-mae:4274.86768 validation_1-mae:6015.37158 [1217] validation_0-mae:4273.31689 validation_1-mae:6015.14893 [1218] validation_0-mae:4272.58105 validation_1-mae:6015.22168 [1219] validation_0-mae:4270.46728 validation_1-mae:6015.38672 [1220] validation_0-mae:4268.32471 validation_1-mae:6016.25732 [1221] validation_0-mae:4267.16699 validation_1-mae:6015.57617 [1222] validation_0-mae:4266.35693 validation_1-mae:6015.24561 [1223] validation_0-mae:4265.59082 validation_1-mae:6014.89941 [1224] validation_0-mae:4264.67432 validation_1-mae:6014.80322 [1225] validation_0-mae:4264.06299 validation_1-mae:6014.72559 [1226] validation_0-mae:4262.80029 validation_1-mae:6014.27978 [1227] validation_0-mae:4261.95459 validation_1-mae:6014.09424 [1228] validation_0-mae:4261.31689 validation_1-mae:6013.71387 [1229] validation_0-mae:4260.49902 validation_1-mae:6013.60400 [1230] validation_0-mae:4259.37061 validation_1-mae:6013.21875 [1231] validation_0-mae:4258.36084 validation_1-mae:6013.23730 [1232] validation_0-mae:4257.46631 validation_1-mae:6014.06103 [1233] validation_0-mae:4256.97217 validation_1-mae:6014.19434 [1234] validation_0-mae:4255.81494 validation_1-mae:6013.79590 [1235] validation_0-mae:4255.50391 validation_1-mae:6013.77930 [1236] validation_0-mae:4255.27832 validation_1-mae:6013.87549 [1237] validation_0-mae:4254.55615 validation_1-mae:6013.77637 [1238] validation_0-mae:4253.92480 validation_1-mae:6013.91943 [1239] validation_0-mae:4252.49072 validation_1-mae:6014.23584 [1240] validation_0-mae:4251.93457 validation_1-mae:6014.13818 [1241] validation_0-mae:4250.63232 validation_1-mae:6014.58447 [1242] validation_0-mae:4249.87158 validation_1-mae:6014.55664 [1243] validation_0-mae:4248.91650 validation_1-mae:6014.51270 [1244] validation_0-mae:4247.10986 validation_1-mae:6013.79443 [1245] validation_0-mae:4246.46338 validation_1-mae:6013.44385 [1246] validation_0-mae:4245.05176 validation_1-mae:6013.53418 [1247] validation_0-mae:4243.67773 validation_1-mae:6013.86963 [1248] validation_0-mae:4242.58350 validation_1-mae:6014.22363 [1249] validation_0-mae:4240.89111 validation_1-mae:6013.39893 [1250] validation_0-mae:4240.08691 validation_1-mae:6013.75342 [1251] validation_0-mae:4238.58008 validation_1-mae:6014.16797 [1252] validation_0-mae:4237.08643 validation_1-mae:6014.24268 [1253] validation_0-mae:4236.02978 validation_1-mae:6013.65967 [1254] validation_0-mae:4235.21387 validation_1-mae:6012.83594 [1255] validation_0-mae:4234.09912 validation_1-mae:6012.45801 [1256] validation_0-mae:4233.98242 validation_1-mae:6012.49365 [1257] validation_0-mae:4233.38770 validation_1-mae:6012.47363 [1258] validation_0-mae:4232.85938 validation_1-mae:6012.27881 [1259] validation_0-mae:4231.69922 validation_1-mae:6012.01709 [1260] validation_0-mae:4230.71924 validation_1-mae:6012.15088 [1261] validation_0-mae:4229.69287 validation_1-mae:6012.19775 [1262] validation_0-mae:4228.75537 validation_1-mae:6012.16113 [1263] validation_0-mae:4228.04980 validation_1-mae:6012.20410 [1264] validation_0-mae:4226.78760 validation_1-mae:6011.80908 [1265] validation_0-mae:4225.83057 validation_1-mae:6011.33887 [1266] validation_0-mae:4224.63818 validation_1-mae:6011.56445 [1267] validation_0-mae:4223.16602 validation_1-mae:6011.77441 [1268] validation_0-mae:4222.28564 validation_1-mae:6012.00977 [1269] validation_0-mae:4221.44141 validation_1-mae:6011.93945 [1270] validation_0-mae:4220.66406 validation_1-mae:6011.75586 [1271] validation_0-mae:4219.86230 validation_1-mae:6011.82031 [1272] validation_0-mae:4219.27100 validation_1-mae:6012.03467 [1273] validation_0-mae:4218.00879 validation_1-mae:6012.37158 [1274] validation_0-mae:4216.58691 validation_1-mae:6011.98047 [1275] validation_0-mae:4215.70947 validation_1-mae:6011.77002 [1276] validation_0-mae:4214.70752 validation_1-mae:6011.90918 [1277] validation_0-mae:4212.84082 validation_1-mae:6012.28467 [1278] validation_0-mae:4212.30469 validation_1-mae:6012.26758 [1279] validation_0-mae:4211.78711 validation_1-mae:6012.39600 [1280] validation_0-mae:4211.51172 validation_1-mae:6012.18603 [1281] validation_0-mae:4209.45117 validation_1-mae:6012.20947 [1282] validation_0-mae:4208.64600 validation_1-mae:6012.27393 [1283] validation_0-mae:4208.07080 validation_1-mae:6011.86523 [1284] validation_0-mae:4207.69434 validation_1-mae:6012.13232 [1285] validation_0-mae:4207.59131 validation_1-mae:6011.99365 [1286] validation_0-mae:4207.22949 validation_1-mae:6012.10400 [1287] validation_0-mae:4206.55566 validation_1-mae:6012.51758 [1288] validation_0-mae:4205.72412 validation_1-mae:6012.43603 [1289] validation_0-mae:4204.12158 validation_1-mae:6012.74072 [1290] validation_0-mae:4203.01904 validation_1-mae:6013.01953 [1291] validation_0-mae:4202.01025 validation_1-mae:6013.58789 [1292] validation_0-mae:4200.26367 validation_1-mae:6013.40576 [1293] validation_0-mae:4199.52783 validation_1-mae:6013.44629 [1294] validation_0-mae:4198.82666 validation_1-mae:6013.21680 [1295] validation_0-mae:4196.85010 validation_1-mae:6012.91748 [1296] validation_0-mae:4195.58691 validation_1-mae:6013.05029 [1297] validation_0-mae:4195.32422 validation_1-mae:6012.91895 [1298] validation_0-mae:4194.13135 validation_1-mae:6012.79248 [1299] validation_0-mae:4193.67822 validation_1-mae:6013.04932 [1300] validation_0-mae:4192.86279 validation_1-mae:6012.87891 [1301] validation_0-mae:4192.41797 validation_1-mae:6012.79736 [1302] validation_0-mae:4190.76758 validation_1-mae:6011.98730 [1303] validation_0-mae:4189.64111 validation_1-mae:6012.14404 [1304] validation_0-mae:4189.51904 validation_1-mae:6012.31006 [1305] validation_0-mae:4189.29492 validation_1-mae:6012.68018 [1306] validation_0-mae:4188.79004 validation_1-mae:6013.07812 [1307] validation_0-mae:4187.35889 validation_1-mae:6013.50195 [1308] validation_0-mae:4185.80713 validation_1-mae:6013.47656 [1309] validation_0-mae:4184.58740 validation_1-mae:6013.63867 [1310] validation_0-mae:4182.15430 validation_1-mae:6013.04639 [1311] validation_0-mae:4180.98389 validation_1-mae:6013.08301 [1312] validation_0-mae:4179.95068 validation_1-mae:6012.66455 [1313] validation_0-mae:4178.58740 validation_1-mae:6012.71387 [1314] validation_0-mae:4177.15918 validation_1-mae:6012.91064 [1315] validation_0-mae:4176.39404 validation_1-mae:6012.88818 [1316] validation_0-mae:4175.49072 validation_1-mae:6012.87353 [1317] validation_0-mae:4174.68945 validation_1-mae:6012.63721 [1318] validation_0-mae:4173.98926 validation_1-mae:6012.51562 [1319] validation_0-mae:4173.28076 validation_1-mae:6012.27246 [1320] validation_0-mae:4173.19287 validation_1-mae:6012.24658 [1321] validation_0-mae:4172.78809 validation_1-mae:6012.10547 [1322] validation_0-mae:4172.67969 validation_1-mae:6012.14600 [1323] validation_0-mae:4171.86719 validation_1-mae:6012.22266 [1324] validation_0-mae:4171.06885 validation_1-mae:6012.63721 [1325] validation_0-mae:4170.42969 validation_1-mae:6012.45361 [1326] validation_0-mae:4169.46924 validation_1-mae:6012.32617 [1327] validation_0-mae:4168.34619 validation_1-mae:6012.18603 [1328] validation_0-mae:4167.33887 validation_1-mae:6012.17725 [1329] validation_0-mae:4166.14990 validation_1-mae:6012.01562 [1330] validation_0-mae:4164.94482 validation_1-mae:6011.90918 [1331] validation_0-mae:4163.31201 validation_1-mae:6011.67090 [1332] validation_0-mae:4162.39844 validation_1-mae:6011.43994 [1333] validation_0-mae:4161.57959 validation_1-mae:6011.04199 [1334] validation_0-mae:4160.77246 validation_1-mae:6010.74268 [1335] validation_0-mae:4160.13818 validation_1-mae:6010.48828 [1336] validation_0-mae:4159.32129 validation_1-mae:6010.53955 [1337] validation_0-mae:4158.73877 validation_1-mae:6011.05420 [1338] validation_0-mae:4158.11621 validation_1-mae:6011.15723 [1339] validation_0-mae:4157.25244 validation_1-mae:6011.26367 [1340] validation_0-mae:4156.64355 validation_1-mae:6011.35693 [1341] validation_0-mae:4155.98926 validation_1-mae:6011.35840 [1342] validation_0-mae:4155.68213 validation_1-mae:6011.34717 [1343] validation_0-mae:4155.41992 validation_1-mae:6011.27588 [1344] validation_0-mae:4154.73242 validation_1-mae:6011.12549 [1345] validation_0-mae:4153.10693 validation_1-mae:6010.81885 [1346] validation_0-mae:4152.25537 validation_1-mae:6010.69678 [1347] validation_0-mae:4151.77637 validation_1-mae:6010.71484 [1348] validation_0-mae:4151.24951 validation_1-mae:6010.84522 [1349] validation_0-mae:4150.23877 validation_1-mae:6010.61475 [1350] validation_0-mae:4149.55518 validation_1-mae:6010.51074 [1351] validation_0-mae:4148.53125 validation_1-mae:6010.24561 [1352] validation_0-mae:4147.89355 validation_1-mae:6010.36621 [1353] validation_0-mae:4147.42139 validation_1-mae:6010.20361 [1354] validation_0-mae:4147.01807 validation_1-mae:6010.08643 [1355] validation_0-mae:4146.08203 validation_1-mae:6009.20996 [1356] validation_0-mae:4144.77100 validation_1-mae:6009.19971 [1357] validation_0-mae:4143.94385 validation_1-mae:6009.06641 [1358] validation_0-mae:4142.10400 validation_1-mae:6008.52051 [1359] validation_0-mae:4140.48877 validation_1-mae:6007.58594 [1360] validation_0-mae:4139.23096 validation_1-mae:6008.06250 [1361] validation_0-mae:4138.69775 validation_1-mae:6008.37793 [1362] validation_0-mae:4137.76709 validation_1-mae:6008.17969 [1363] validation_0-mae:4136.82666 validation_1-mae:6008.73486 [1364] validation_0-mae:4135.74561 validation_1-mae:6008.19580 [1365] validation_0-mae:4134.59668 validation_1-mae:6009.14648 [1366] validation_0-mae:4133.98438 validation_1-mae:6008.96436 [1367] validation_0-mae:4133.05469 validation_1-mae:6008.97510 [1368] validation_0-mae:4132.26270 validation_1-mae:6008.88916 [1369] validation_0-mae:4130.80420 validation_1-mae:6008.58887 [1370] validation_0-mae:4130.18555 validation_1-mae:6008.61133 [1371] validation_0-mae:4128.60986 validation_1-mae:6008.76709 [1372] validation_0-mae:4127.94385 validation_1-mae:6008.86865 [1373] validation_0-mae:4126.89062 validation_1-mae:6008.19189 [1374] validation_0-mae:4125.79004 validation_1-mae:6008.51367 [1375] validation_0-mae:4124.67773 validation_1-mae:6008.74268 [1376] validation_0-mae:4123.05615 validation_1-mae:6009.15625 [1377] validation_0-mae:4121.92432 validation_1-mae:6009.22168 [1378] validation_0-mae:4121.05176 validation_1-mae:6009.08838 [1379] validation_0-mae:4120.32764 validation_1-mae:6009.25391 [1380] validation_0-mae:4118.60303 validation_1-mae:6008.58105 [1381] validation_0-mae:4117.71826 validation_1-mae:6008.54980 [1382] validation_0-mae:4117.07764 validation_1-mae:6008.35742 [1383] validation_0-mae:4115.74072 validation_1-mae:6007.89990 [1384] validation_0-mae:4114.57324 validation_1-mae:6008.12695 [1385] validation_0-mae:4113.64648 validation_1-mae:6007.82129 [1386] validation_0-mae:4111.96436 validation_1-mae:6008.16162 [1387] validation_0-mae:4111.13525 validation_1-mae:6007.98633 [1388] validation_0-mae:4109.74365 validation_1-mae:6007.76465 [1389] validation_0-mae:4108.46289 validation_1-mae:6007.64697 [1390] validation_0-mae:4107.36279 validation_1-mae:6006.93408 [1391] validation_0-mae:4106.22510 validation_1-mae:6006.76611 [1392] validation_0-mae:4105.38477 validation_1-mae:6006.96387 [1393] validation_0-mae:4103.88770 validation_1-mae:6006.88623 [1394] validation_0-mae:4102.89209 validation_1-mae:6006.66309 [1395] validation_0-mae:4101.67627 validation_1-mae:6006.66748 [1396] validation_0-mae:4100.18457 validation_1-mae:6005.75391 [1397] validation_0-mae:4099.00879 validation_1-mae:6005.87598 [1398] validation_0-mae:4098.30322 validation_1-mae:6005.67725 [1399] validation_0-mae:4097.49072 validation_1-mae:6005.23340 [1400] validation_0-mae:4096.98096 validation_1-mae:6004.95801 [1401] validation_0-mae:4096.34033 validation_1-mae:6004.92334 [1402] validation_0-mae:4095.26245 validation_1-mae:6004.99561 [1403] validation_0-mae:4094.21729 validation_1-mae:6005.35010 [1404] validation_0-mae:4092.96509 validation_1-mae:6005.15039 [1405] validation_0-mae:4092.29346 validation_1-mae:6005.13379 [1406] validation_0-mae:4090.69702 validation_1-mae:6005.09522 [1407] validation_0-mae:4090.17529 validation_1-mae:6005.62305 [1408] validation_0-mae:4089.14648 validation_1-mae:6005.47705 [1409] validation_0-mae:4088.26978 validation_1-mae:6005.38623 [1410] validation_0-mae:4087.52881 validation_1-mae:6005.19678 [1411] validation_0-mae:4086.33350 validation_1-mae:6005.28711 [1412] validation_0-mae:4084.96362 validation_1-mae:6005.64551 [1413] validation_0-mae:4083.61035 validation_1-mae:6006.24658 [1414] validation_0-mae:4082.83032 validation_1-mae:6006.40869 [1415] validation_0-mae:4081.93848 validation_1-mae:6006.10400 [1416] validation_0-mae:4081.30591 validation_1-mae:6006.31836 [1417] validation_0-mae:4080.15747 validation_1-mae:6006.03516 [1418] validation_0-mae:4079.47583 validation_1-mae:6005.79150 [1419] validation_0-mae:4078.90210 validation_1-mae:6005.79883 [1420] validation_0-mae:4078.40601 validation_1-mae:6005.76855 [1421] validation_0-mae:4077.92749 validation_1-mae:6005.48926 [1422] validation_0-mae:4077.43555 validation_1-mae:6005.76025 [1423] validation_0-mae:4076.87598 validation_1-mae:6005.35303 [1424] validation_0-mae:4076.37451 validation_1-mae:6005.54297 [1425] validation_0-mae:4075.94531 validation_1-mae:6005.60059 [1426] validation_0-mae:4075.65381 validation_1-mae:6005.75000 [1427] validation_0-mae:4075.33716 validation_1-mae:6005.82666 [1428] validation_0-mae:4074.17847 validation_1-mae:6005.75391 [1429] validation_0-mae:4072.82031 validation_1-mae:6005.68750 [1430] validation_0-mae:4072.36914 validation_1-mae:6005.60059 [1431] validation_0-mae:4072.21167 validation_1-mae:6005.65430 [1432] validation_0-mae:4071.05103 validation_1-mae:6005.80469 [1433] validation_0-mae:4070.57105 validation_1-mae:6005.79590 [1434] validation_0-mae:4069.38574 validation_1-mae:6006.09570 [1435] validation_0-mae:4068.62451 validation_1-mae:6005.94629 [1436] validation_0-mae:4068.38550 validation_1-mae:6005.81934 [1437] validation_0-mae:4068.33667 validation_1-mae:6005.81738 [1438] validation_0-mae:4067.71094 validation_1-mae:6005.78857 [1439] validation_0-mae:4066.80298 validation_1-mae:6005.53760 [1440] validation_0-mae:4066.31641 validation_1-mae:6005.47998 [1441] validation_0-mae:4065.94360 validation_1-mae:6005.65527 [1442] validation_0-mae:4065.40820 validation_1-mae:6005.58105 [1443] validation_0-mae:4064.34912 validation_1-mae:6006.03613 [1444] validation_0-mae:4063.20215 validation_1-mae:6005.97559 [1445] validation_0-mae:4061.68970 validation_1-mae:6006.15332 [1446] validation_0-mae:4060.70215 validation_1-mae:6006.28076 [1447] validation_0-mae:4059.72095 validation_1-mae:6006.60205 [1448] validation_0-mae:4058.72217 validation_1-mae:6006.78711 [1449] validation_0-mae:4057.33081 validation_1-mae:6006.95166 [1450] validation_0-mae:4055.97705 validation_1-mae:6006.97022 [1451] validation_0-mae:4054.79272 validation_1-mae:6006.75537 [1452] validation_0-mae:4053.89648 validation_1-mae:6006.65674 [1453] validation_0-mae:4052.52417 validation_1-mae:6006.62842 [1454] validation_0-mae:4051.64429 validation_1-mae:6007.20752 [1455] validation_0-mae:4050.59985 validation_1-mae:6007.66260 [1456] validation_0-mae:4049.72900 validation_1-mae:6007.30908 [1457] validation_0-mae:4048.88550 validation_1-mae:6007.79932 [1458] validation_0-mae:4048.37109 validation_1-mae:6007.55762 [1459] validation_0-mae:4047.44165 validation_1-mae:6007.54395 [1460] validation_0-mae:4046.51392 validation_1-mae:6007.80029 [1461] validation_0-mae:4045.67017 validation_1-mae:6008.37842 [1462] validation_0-mae:4044.97510 validation_1-mae:6008.18408 [1463] validation_0-mae:4044.59448 validation_1-mae:6008.30811 [1464] validation_0-mae:4044.14160 validation_1-mae:6008.44824 [1465] validation_0-mae:4043.77100 validation_1-mae:6008.84961 [1466] validation_0-mae:4043.07690 validation_1-mae:6008.59082 [1467] validation_0-mae:4042.26440 validation_1-mae:6008.41699 [1468] validation_0-mae:4041.40039 validation_1-mae:6008.36475 [1469] validation_0-mae:4040.68115 validation_1-mae:6008.42188 [1470] validation_0-mae:4040.23242 validation_1-mae:6008.41895 [1471] validation_0-mae:4039.80469 validation_1-mae:6008.63037 [1472] validation_0-mae:4039.02832 validation_1-mae:6008.65332 [1473] validation_0-mae:4038.49561 validation_1-mae:6008.92041 [1474] validation_0-mae:4037.09546 validation_1-mae:6009.16406 [1475] validation_0-mae:4036.26538 validation_1-mae:6009.28809 [1476] validation_0-mae:4035.03564 validation_1-mae:6009.55322 [1477] validation_0-mae:4033.22730 validation_1-mae:6008.93652 [1478] validation_0-mae:4031.66455 validation_1-mae:6008.66455 [1479] validation_0-mae:4030.55566 validation_1-mae:6008.83545 [1480] validation_0-mae:4029.44067 validation_1-mae:6008.58008 [1481] validation_0-mae:4028.93359 validation_1-mae:6008.43848 [1482] validation_0-mae:4027.62964 validation_1-mae:6008.74023 [1483] validation_0-mae:4026.89209 validation_1-mae:6008.48389 [1484] validation_0-mae:4026.09863 validation_1-mae:6008.33887 [1485] validation_0-mae:4025.41187 validation_1-mae:6008.45654 [1486] validation_0-mae:4024.72925 validation_1-mae:6008.62939 [1487] validation_0-mae:4023.87549 validation_1-mae:6008.37256 [1488] validation_0-mae:4022.52515 validation_1-mae:6007.95996 [1489] validation_0-mae:4021.19605 validation_1-mae:6007.32812 [1490] validation_0-mae:4020.38794 validation_1-mae:6007.80127 [1491] validation_0-mae:4019.34204 validation_1-mae:6007.89404 [1492] validation_0-mae:4018.13037 validation_1-mae:6007.28906 [1493] validation_0-mae:4017.33813 validation_1-mae:6006.92188 [1494] validation_0-mae:4016.18311 validation_1-mae:6006.23535 [1495] validation_0-mae:4014.83472 validation_1-mae:6005.79541 [1496] validation_0-mae:4014.02734 validation_1-mae:6005.67285 [1497] validation_0-mae:4012.71069 validation_1-mae:6005.67920 [1498] validation_0-mae:4011.55493 validation_1-mae:6006.04492 [1499] validation_0-mae:4010.82812 validation_1-mae:6006.36475 [1500] validation_0-mae:4009.93311 validation_1-mae:6006.69580 [1501] validation_0-mae:4009.61548 validation_1-mae:6006.51807 [1502] validation_0-mae:4008.41138 validation_1-mae:6006.33008 [1503] validation_0-mae:4007.51318 validation_1-mae:6006.42139 [1504] validation_0-mae:4006.50366 validation_1-mae:6006.32861 [1505] validation_0-mae:4006.21289 validation_1-mae:6006.41748 [1506] validation_0-mae:4005.83472 validation_1-mae:6006.43848 [1507] validation_0-mae:4004.93237 validation_1-mae:6006.43848 [1508] validation_0-mae:4004.18555 validation_1-mae:6006.44385 [1509] validation_0-mae:4003.11597 validation_1-mae:6005.97022 [1510] validation_0-mae:4002.91040 validation_1-mae:6006.05713 [1511] validation_0-mae:4002.50977 validation_1-mae:6006.13184 [1512] validation_0-mae:4001.37036 validation_1-mae:6006.00684 [1513] validation_0-mae:4000.66675 validation_1-mae:6006.24609 [1514] validation_0-mae:4000.02979 validation_1-mae:6006.73047 [1515] validation_0-mae:3999.26758 validation_1-mae:6006.46777 [1516] validation_0-mae:3998.60327 validation_1-mae:6006.52197 [1517] validation_0-mae:3997.80151 validation_1-mae:6006.51367 [1518] validation_0-mae:3996.82519 validation_1-mae:6006.07715 [1519] validation_0-mae:3996.27563 validation_1-mae:6006.13232 [1520] validation_0-mae:3995.92481 validation_1-mae:6005.85889 [1521] validation_0-mae:3995.44507 validation_1-mae:6006.21143 [1522] validation_0-mae:3994.82031 validation_1-mae:6006.05811 [1523] validation_0-mae:3994.27710 validation_1-mae:6006.09766 [1524] validation_0-mae:3993.91602 validation_1-mae:6005.79980 [1525] validation_0-mae:3993.84277 validation_1-mae:6005.91943 [1526] validation_0-mae:3993.16333 validation_1-mae:6006.18701 [1527] validation_0-mae:3992.77856 validation_1-mae:6006.20459 [1528] validation_0-mae:3992.50342 validation_1-mae:6006.14990 [1529] validation_0-mae:3992.39502 validation_1-mae:6006.19873 [1530] validation_0-mae:3991.88428 validation_1-mae:6006.42871 [1531] validation_0-mae:3991.44165 validation_1-mae:6006.40869 [1532] validation_0-mae:3991.34155 validation_1-mae:6006.39697 [1533] validation_0-mae:3990.72266 validation_1-mae:6006.24853 [1534] validation_0-mae:3989.33594 validation_1-mae:6006.00244 [1535] validation_0-mae:3988.40820 validation_1-mae:6005.82129 [1536] validation_0-mae:3986.96729 validation_1-mae:6005.32227 [1537] validation_0-mae:3985.92310 validation_1-mae:6004.73145 [1538] validation_0-mae:3984.40649 validation_1-mae:6004.76904 [1539] validation_0-mae:3983.15503 validation_1-mae:6005.09424 [1540] validation_0-mae:3982.35889 validation_1-mae:6005.17090 [1541] validation_0-mae:3981.61279 validation_1-mae:6005.70312 [1542] validation_0-mae:3980.77466 validation_1-mae:6005.89258 [1543] validation_0-mae:3980.38184 validation_1-mae:6006.05127 [1544] validation_0-mae:3979.70410 validation_1-mae:6005.98193 [1545] validation_0-mae:3979.37036 validation_1-mae:6006.07764 [1546] validation_0-mae:3978.94849 validation_1-mae:6006.19482 [1547] validation_0-mae:3977.84473 validation_1-mae:6005.83789 [1548] validation_0-mae:3976.72070 validation_1-mae:6006.33594 [1549] validation_0-mae:3975.35815 validation_1-mae:6006.44971 [1550] validation_0-mae:3973.92895 validation_1-mae:6006.88135 [1551] validation_0-mae:3972.94043 validation_1-mae:6006.75684 [1552] validation_0-mae:3971.76929 validation_1-mae:6006.97852 [1553] validation_0-mae:3971.00610 validation_1-mae:6007.14551 [1554] validation_0-mae:3970.57495 validation_1-mae:6007.34473 [1555] validation_0-mae:3969.81421 validation_1-mae:6007.17188 [1556] validation_0-mae:3968.80713 validation_1-mae:6006.85107 [1557] validation_0-mae:3968.19653 validation_1-mae:6006.85400 [1558] validation_0-mae:3967.22827 validation_1-mae:6007.08301 [1559] validation_0-mae:3966.21460 validation_1-mae:6006.50586 [1560] validation_0-mae:3965.28174 validation_1-mae:6006.35791 [1561] validation_0-mae:3964.49512 validation_1-mae:6006.37842 [1562] validation_0-mae:3963.73731 validation_1-mae:6006.29248 [1563] validation_0-mae:3962.75513 validation_1-mae:6006.22656 [1564] validation_0-mae:3962.03369 validation_1-mae:6006.46191 [1565] validation_0-mae:3960.83447 validation_1-mae:6006.17871 [1566] validation_0-mae:3960.32837 validation_1-mae:6006.47461 [1567] validation_0-mae:3960.02417 validation_1-mae:6006.29004 [1568] validation_0-mae:3958.35230 validation_1-mae:6006.09473 [1569] validation_0-mae:3957.41602 validation_1-mae:6006.24463 [1570] validation_0-mae:3957.15088 validation_1-mae:6006.35010 [1571] validation_0-mae:3957.02881 validation_1-mae:6006.31885 [1572] validation_0-mae:3956.51611 validation_1-mae:6006.50391 [1573] validation_0-mae:3955.12134 validation_1-mae:6007.12402 [1574] validation_0-mae:3954.55811 validation_1-mae:6007.40869 [1575] validation_0-mae:3953.62964 validation_1-mae:6007.32471 [1576] validation_0-mae:3952.62134 validation_1-mae:6007.50147 [1577] validation_0-mae:3951.02002 validation_1-mae:6006.97119 [1578] validation_0-mae:3950.73511 validation_1-mae:6007.06494 [1579] validation_0-mae:3949.82861 validation_1-mae:6006.95605 [1580] validation_0-mae:3949.15576 validation_1-mae:6006.84668 [1581] validation_0-mae:3948.60400 validation_1-mae:6006.60303 [1582] validation_0-mae:3947.45581 validation_1-mae:6006.42676 [1583] validation_0-mae:3946.66943 validation_1-mae:6006.66064 [1584] validation_0-mae:3945.50269 validation_1-mae:6006.43897 [1585] validation_0-mae:3944.54932 validation_1-mae:6006.36475 [1586] validation_0-mae:3943.45190 validation_1-mae:6006.09082 [1587] validation_0-mae:3942.84497 validation_1-mae:6005.90478 [1588] validation_0-mae:3942.18091 validation_1-mae:6005.82178 [1589] validation_0-mae:3941.37622 validation_1-mae:6005.62207 [1590] validation_0-mae:3940.23047 validation_1-mae:6005.56836 [1591] validation_0-mae:3939.40454 validation_1-mae:6005.85986 [1592] validation_0-mae:3939.27539 validation_1-mae:6005.85156 [1593] validation_0-mae:3938.81348 validation_1-mae:6005.83398 [1594] validation_0-mae:3937.54248 validation_1-mae:6005.20068 [1595] validation_0-mae:3936.73950 validation_1-mae:6005.06836 [1596] validation_0-mae:3935.58984 validation_1-mae:6005.39062 [1597] validation_0-mae:3934.47192 validation_1-mae:6005.45654 [1598] validation_0-mae:3933.61060 validation_1-mae:6005.29736 [1599] validation_0-mae:3932.81445 validation_1-mae:6004.88135 [1600] validation_0-mae:3932.16626 validation_1-mae:6005.10352 [1601] validation_0-mae:3931.22852 validation_1-mae:6004.91895 [1602] validation_0-mae:3930.35181 validation_1-mae:6004.81641 [1603] validation_0-mae:3929.83838 validation_1-mae:6005.08887 [1604] validation_0-mae:3928.86304 validation_1-mae:6005.10547 [1605] validation_0-mae:3928.19336 validation_1-mae:6005.62598 [1606] validation_0-mae:3927.28711 validation_1-mae:6005.89844 [1607] validation_0-mae:3926.22290 validation_1-mae:6005.64600 [1608] validation_0-mae:3925.49707 validation_1-mae:6005.37793 [1609] validation_0-mae:3924.60644 validation_1-mae:6005.31103 [1610] validation_0-mae:3923.95874 validation_1-mae:6005.43066 [1611] validation_0-mae:3923.03711 validation_1-mae:6005.09033 [1612] validation_0-mae:3922.48950 validation_1-mae:6004.99316 [1613] validation_0-mae:3921.11401 validation_1-mae:6005.10840 [1614] validation_0-mae:3920.25903 validation_1-mae:6005.30811 [1615] validation_0-mae:3919.02441 validation_1-mae:6005.39746 [1616] validation_0-mae:3918.48657 validation_1-mae:6005.32080 [1617] validation_0-mae:3917.94946 validation_1-mae:6005.53467 [1618] validation_0-mae:3916.62354 validation_1-mae:6005.89795 [1619] validation_0-mae:3915.93506 validation_1-mae:6005.86621 [1620] validation_0-mae:3914.98804 validation_1-mae:6005.88867 [1621] validation_0-mae:3914.54639 validation_1-mae:6006.22705 [1622] validation_0-mae:3913.90845 validation_1-mae:6006.24268 [1623] validation_0-mae:3913.27368 validation_1-mae:6006.25000 [1624] validation_0-mae:3911.56812 validation_1-mae:6006.17139 [1625] validation_0-mae:3910.85132 validation_1-mae:6006.33203 [1626] validation_0-mae:3909.47266 validation_1-mae:6006.56494 [1627] validation_0-mae:3907.87280 validation_1-mae:6007.07520 [1628] validation_0-mae:3907.27539 validation_1-mae:6006.83301 [1629] validation_0-mae:3905.78711 validation_1-mae:6007.02490 [1630] validation_0-mae:3904.91968 validation_1-mae:6006.64697 [1631] validation_0-mae:3904.09985 validation_1-mae:6006.50439 [1632] validation_0-mae:3903.49829 validation_1-mae:6005.97119 [1633] validation_0-mae:3903.09814 validation_1-mae:6006.19385 [1634] validation_0-mae:3901.62183 validation_1-mae:6005.70459 [1635] validation_0-mae:3900.76025 validation_1-mae:6005.45752 [1636] validation_0-mae:3900.21094 validation_1-mae:6005.51660 [1637] validation_0-mae:3899.26074 validation_1-mae:6006.03711 [1638] validation_0-mae:3898.60327 validation_1-mae:6005.77100 [1639] validation_0-mae:3897.86914 validation_1-mae:6005.68701 [1640] validation_0-mae:3897.34546 validation_1-mae:6005.68262 [1641] validation_0-mae:3896.56104 validation_1-mae:6005.71777 [1642] validation_0-mae:3896.36792 validation_1-mae:6005.80957 [1643] validation_0-mae:3895.61645 validation_1-mae:6005.87988 [1644] validation_0-mae:3894.07007 validation_1-mae:6006.56201 [1645] validation_0-mae:3892.65161 validation_1-mae:6006.05957 [1646] validation_0-mae:3891.80005 validation_1-mae:6006.20166 [1647] validation_0-mae:3890.82739 validation_1-mae:6006.56689 [1648] validation_0-mae:3889.17993 validation_1-mae:6006.07617 [1649] validation_0-mae:3888.31396 validation_1-mae:6006.33203 [1650] validation_0-mae:3887.47583 validation_1-mae:6006.28125 [1651] validation_0-mae:3886.45410 validation_1-mae:6007.22168 [1652] validation_0-mae:3885.41187 validation_1-mae:6007.48047 [1653] validation_0-mae:3884.60278 validation_1-mae:6007.29980 [1654] validation_0-mae:3883.70435 validation_1-mae:6006.88867 [1655] validation_0-mae:3883.15723 validation_1-mae:6007.08154 [1656] validation_0-mae:3882.71411 validation_1-mae:6007.41943 [1657] validation_0-mae:3881.81714 validation_1-mae:6007.63721 [1658] validation_0-mae:3880.67065 validation_1-mae:6007.32617 [1659] validation_0-mae:3879.29004 validation_1-mae:6007.30566 [1660] validation_0-mae:3878.76416 validation_1-mae:6007.22949 [1661] validation_0-mae:3878.08057 validation_1-mae:6007.29834 [1662] validation_0-mae:3877.31128 validation_1-mae:6007.55420 [1663] validation_0-mae:3876.23975 validation_1-mae:6007.36914 [1664] validation_0-mae:3875.68066 validation_1-mae:6007.39502 [1665] validation_0-mae:3874.42627 validation_1-mae:6007.55273 [1666] validation_0-mae:3873.63110 validation_1-mae:6007.59277 [1667] validation_0-mae:3872.86987 validation_1-mae:6007.24072 [1668] validation_0-mae:3871.90601 validation_1-mae:6007.31201 [1669] validation_0-mae:3870.98755 validation_1-mae:6007.04395 [1670] validation_0-mae:3870.32837 validation_1-mae:6007.14551 [1671] validation_0-mae:3869.79639 validation_1-mae:6007.57910 [1672] validation_0-mae:3869.06860 validation_1-mae:6007.40918 [1673] validation_0-mae:3867.66333 validation_1-mae:6007.48291 [1674] validation_0-mae:3867.16748 validation_1-mae:6007.42139 [1675] validation_0-mae:3866.19531 validation_1-mae:6007.36084 [1676] validation_0-mae:3865.76807 validation_1-mae:6007.16797 [1677] validation_0-mae:3864.54712 validation_1-mae:6008.42676 [1678] validation_0-mae:3864.10498 validation_1-mae:6008.53760 [1679] validation_0-mae:3863.48120 validation_1-mae:6008.49023 [1680] validation_0-mae:3862.43530 validation_1-mae:6008.04395 [1681] validation_0-mae:3862.23267 validation_1-mae:6008.03076 [1682] validation_0-mae:3861.80737 validation_1-mae:6008.05518 [1683] validation_0-mae:3860.45190 validation_1-mae:6008.56836 [1684] validation_0-mae:3860.01660 validation_1-mae:6008.63037 [1685] validation_0-mae:3859.97266 validation_1-mae:6008.72900 [1686] validation_0-mae:3859.89722 validation_1-mae:6008.61670 [1687] validation_0-mae:3859.44482 validation_1-mae:6008.81641 [1688] validation_0-mae:3859.14331 validation_1-mae:6008.94434 [1689] validation_0-mae:3858.89209 validation_1-mae:6009.03125 [1690] validation_0-mae:3857.85376 validation_1-mae:6008.95703 [1691] validation_0-mae:3857.23120 validation_1-mae:6008.91699 [1692] validation_0-mae:3856.26782 validation_1-mae:6009.01221 [1693] validation_0-mae:3855.66235 validation_1-mae:6009.08691 [1694] validation_0-mae:3855.19238 validation_1-mae:6008.93994 [1695] validation_0-mae:3854.87939 validation_1-mae:6009.15332 [1696] validation_0-mae:3854.45630 validation_1-mae:6009.35156 [1697] validation_0-mae:3853.94116 validation_1-mae:6009.35791 [1698] validation_0-mae:3853.32910 validation_1-mae:6009.27100 [1699] validation_0-mae:3852.83179 validation_1-mae:6009.47168 Dropping: niem [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.10840 [7] validation_0-mae:14475.86523 validation_1-mae:14245.94043 [8] validation_0-mae:13346.72363 validation_1-mae:13123.75098 [9] validation_0-mae:12383.51367 validation_1-mae:12163.97363 [10] validation_0-mae:11563.51367 validation_1-mae:11347.84766 [11] validation_0-mae:10874.35449 validation_1-mae:10666.19727 [12] validation_0-mae:10304.22168 validation_1-mae:10103.77930 [13] validation_0-mae:9819.80371 validation_1-mae:9623.20703 [14] validation_0-mae:9418.70606 validation_1-mae:9232.73731 [15] validation_0-mae:9084.22363 validation_1-mae:8905.31543 [16] validation_0-mae:8802.57812 validation_1-mae:8633.91992 [17] validation_0-mae:8567.55664 validation_1-mae:8408.30762 [18] validation_0-mae:8374.67871 validation_1-mae:8220.11035 [19] validation_0-mae:8212.46484 validation_1-mae:8066.24414 [20] validation_0-mae:8070.81494 validation_1-mae:7941.62256 [21] validation_0-mae:7947.66357 validation_1-mae:7833.94141 [22] validation_0-mae:7849.03857 validation_1-mae:7744.65527 [23] validation_0-mae:7765.11523 validation_1-mae:7673.12305 [24] validation_0-mae:7681.93457 validation_1-mae:7597.27441 [25] validation_0-mae:7610.31885 validation_1-mae:7536.13672 [26] validation_0-mae:7554.52832 validation_1-mae:7489.46338 [27] validation_0-mae:7495.63965 validation_1-mae:7437.83984 [28] validation_0-mae:7441.85010 validation_1-mae:7390.11914 [29] validation_0-mae:7395.35645 validation_1-mae:7347.89355 [30] validation_0-mae:7349.14111 validation_1-mae:7308.43750 [31] validation_0-mae:7319.31445 validation_1-mae:7288.57861 [32] validation_0-mae:7289.78564 validation_1-mae:7268.06836 [33] validation_0-mae:7253.03613 validation_1-mae:7239.10205 [34] validation_0-mae:7224.37744 validation_1-mae:7219.47754 [35] validation_0-mae:7201.78076 validation_1-mae:7204.82764 [36] validation_0-mae:7181.76562 validation_1-mae:7197.34961 [37] validation_0-mae:7153.54004 validation_1-mae:7173.51855 [38] validation_0-mae:7134.61035 validation_1-mae:7161.76074 [39] validation_0-mae:7116.90332 validation_1-mae:7151.74219 [40] validation_0-mae:7097.44922 validation_1-mae:7140.61084 [41] validation_0-mae:7079.02588 validation_1-mae:7130.37451 [42] validation_0-mae:7063.72559 validation_1-mae:7116.57764 [43] validation_0-mae:7046.37842 validation_1-mae:7103.46484 [44] validation_0-mae:7029.62305 validation_1-mae:7094.29150 [45] validation_0-mae:7006.46484 validation_1-mae:7074.72754 [46] validation_0-mae:6993.10791 validation_1-mae:7067.85156 [47] validation_0-mae:6972.63721 validation_1-mae:7048.32031 [48] validation_0-mae:6959.72949 validation_1-mae:7039.98047 [49] validation_0-mae:6946.22803 validation_1-mae:7029.44727 [50] validation_0-mae:6927.90967 validation_1-mae:7012.33350 [51] validation_0-mae:6915.48389 validation_1-mae:7005.44092 [52] validation_0-mae:6901.91211 validation_1-mae:6996.72314 [53] validation_0-mae:6884.00488 validation_1-mae:6982.98584 [54] validation_0-mae:6866.62061 validation_1-mae:6969.00000 [55] validation_0-mae:6858.45508 validation_1-mae:6963.14014 [56] validation_0-mae:6846.49365 validation_1-mae:6954.11768 [57] validation_0-mae:6830.93652 validation_1-mae:6945.25098 [58] validation_0-mae:6815.09228 validation_1-mae:6933.91895 [59] validation_0-mae:6802.53906 validation_1-mae:6926.58545 [60] validation_0-mae:6791.28760 validation_1-mae:6916.88623 [61] validation_0-mae:6774.01758 validation_1-mae:6902.36084 [62] validation_0-mae:6757.55859 validation_1-mae:6891.36084 [63] validation_0-mae:6745.57031 validation_1-mae:6880.48389 [64] validation_0-mae:6734.46289 validation_1-mae:6871.20898 [65] validation_0-mae:6723.69092 validation_1-mae:6863.25488 [66] validation_0-mae:6712.87744 validation_1-mae:6856.06738 [67] validation_0-mae:6702.66553 validation_1-mae:6846.28662 [68] validation_0-mae:6691.07324 validation_1-mae:6836.65918 [69] validation_0-mae:6681.59717 validation_1-mae:6830.84131 [70] validation_0-mae:6673.42822 validation_1-mae:6825.99658 [71] validation_0-mae:6663.12109 validation_1-mae:6819.97705 [72] validation_0-mae:6649.07812 validation_1-mae:6808.84424 [73] validation_0-mae:6639.18603 validation_1-mae:6802.36963 [74] validation_0-mae:6627.73779 validation_1-mae:6792.73584 [75] validation_0-mae:6619.56445 validation_1-mae:6786.49853 [76] validation_0-mae:6607.86328 validation_1-mae:6780.87451 [77] validation_0-mae:6600.97656 validation_1-mae:6776.48145 [78] validation_0-mae:6590.56152 validation_1-mae:6768.58740 [79] validation_0-mae:6579.31348 validation_1-mae:6759.58594 [80] validation_0-mae:6570.84424 validation_1-mae:6753.51953 [81] validation_0-mae:6566.55957 validation_1-mae:6749.99853 [82] validation_0-mae:6554.56494 validation_1-mae:6743.16602 [83] validation_0-mae:6549.73535 validation_1-mae:6742.11426 [84] validation_0-mae:6541.32812 validation_1-mae:6736.86475 [85] validation_0-mae:6533.86621 validation_1-mae:6731.23438 [86] validation_0-mae:6527.22412 validation_1-mae:6727.68555 [87] validation_0-mae:6520.35156 validation_1-mae:6722.07861 [88] validation_0-mae:6513.04883 validation_1-mae:6715.54639 [89] validation_0-mae:6505.66309 validation_1-mae:6709.87207 [90] validation_0-mae:6498.65186 validation_1-mae:6706.75928 [91] validation_0-mae:6489.82617 validation_1-mae:6701.20898 [92] validation_0-mae:6485.36377 validation_1-mae:6697.02393 [93] validation_0-mae:6474.95166 validation_1-mae:6689.05273 [94] validation_0-mae:6464.68262 validation_1-mae:6681.20801 [95] validation_0-mae:6458.92334 validation_1-mae:6676.30615 [96] validation_0-mae:6455.34473 validation_1-mae:6673.42529 [97] validation_0-mae:6449.19531 validation_1-mae:6669.91943 [98] validation_0-mae:6446.09277 validation_1-mae:6666.97217 [99] validation_0-mae:6441.13525 validation_1-mae:6663.94238 [100] validation_0-mae:6431.56006 validation_1-mae:6657.54590 [101] validation_0-mae:6423.53516 validation_1-mae:6651.85156 [102] validation_0-mae:6418.03760 validation_1-mae:6648.07471 [103] validation_0-mae:6411.71582 validation_1-mae:6643.06885 [104] validation_0-mae:6407.72266 validation_1-mae:6641.29004 [105] validation_0-mae:6403.39648 validation_1-mae:6638.48682 [106] validation_0-mae:6399.14160 validation_1-mae:6635.67383 [107] validation_0-mae:6393.27393 validation_1-mae:6630.41260 [108] validation_0-mae:6388.36475 validation_1-mae:6626.85449 [109] validation_0-mae:6382.49561 validation_1-mae:6623.93897 [110] validation_0-mae:6378.30322 validation_1-mae:6621.59180 [111] validation_0-mae:6368.98975 validation_1-mae:6614.55811 [112] validation_0-mae:6363.35938 validation_1-mae:6612.24512 [113] validation_0-mae:6356.98926 validation_1-mae:6608.01758 [114] validation_0-mae:6353.19287 validation_1-mae:6605.50488 [115] validation_0-mae:6343.94678 validation_1-mae:6597.04980 [116] validation_0-mae:6339.67334 validation_1-mae:6593.98291 [117] validation_0-mae:6335.04199 validation_1-mae:6590.03662 [118] validation_0-mae:6331.43506 validation_1-mae:6588.66846 [119] validation_0-mae:6325.55859 validation_1-mae:6586.47803 [120] validation_0-mae:6317.64258 validation_1-mae:6580.20898 [121] validation_0-mae:6313.50635 validation_1-mae:6578.16650 [122] validation_0-mae:6308.22412 validation_1-mae:6574.13721 [123] validation_0-mae:6301.80664 validation_1-mae:6568.81103 [124] validation_0-mae:6296.28467 validation_1-mae:6565.42139 [125] validation_0-mae:6291.13281 validation_1-mae:6561.81885 [126] validation_0-mae:6283.66699 validation_1-mae:6557.82910 [127] validation_0-mae:6277.83545 validation_1-mae:6553.54492 [128] validation_0-mae:6273.83301 validation_1-mae:6551.54443 [129] validation_0-mae:6270.57568 validation_1-mae:6549.18945 [130] validation_0-mae:6264.97217 validation_1-mae:6547.33887 [131] validation_0-mae:6261.28662 validation_1-mae:6546.19678 [132] validation_0-mae:6257.14990 validation_1-mae:6544.19092 [133] validation_0-mae:6254.86084 validation_1-mae:6542.71728 [134] validation_0-mae:6250.08252 validation_1-mae:6538.94189 [135] validation_0-mae:6246.45557 validation_1-mae:6537.21387 [136] validation_0-mae:6241.47070 validation_1-mae:6535.15186 [137] validation_0-mae:6235.39453 validation_1-mae:6531.85059 [138] validation_0-mae:6226.45020 validation_1-mae:6524.87256 [139] validation_0-mae:6222.31397 validation_1-mae:6523.43359 [140] validation_0-mae:6217.14258 validation_1-mae:6520.42969 [141] validation_0-mae:6206.94336 validation_1-mae:6512.06152 [142] validation_0-mae:6204.34424 validation_1-mae:6510.35596 [143] validation_0-mae:6199.96777 validation_1-mae:6508.94189 [144] validation_0-mae:6194.61865 validation_1-mae:6507.65381 [145] validation_0-mae:6190.91211 validation_1-mae:6505.97461 [146] validation_0-mae:6182.08691 validation_1-mae:6500.91455 [147] validation_0-mae:6179.11963 validation_1-mae:6499.05469 [148] validation_0-mae:6175.46680 validation_1-mae:6495.88916 [149] validation_0-mae:6169.93115 validation_1-mae:6494.82227 [150] validation_0-mae:6168.30664 validation_1-mae:6493.90772 [151] validation_0-mae:6162.04980 validation_1-mae:6489.22314 [152] validation_0-mae:6159.28955 validation_1-mae:6487.13330 [153] validation_0-mae:6154.63916 validation_1-mae:6484.02539 [154] validation_0-mae:6148.79150 validation_1-mae:6480.28760 [155] validation_0-mae:6146.25342 validation_1-mae:6479.24023 [156] validation_0-mae:6142.83203 validation_1-mae:6478.69141 [157] validation_0-mae:6137.83984 validation_1-mae:6476.12402 [158] validation_0-mae:6134.45996 validation_1-mae:6473.83057 [159] validation_0-mae:6130.75732 validation_1-mae:6471.72314 [160] validation_0-mae:6127.07227 validation_1-mae:6470.72559 [161] validation_0-mae:6125.26709 validation_1-mae:6469.88818 [162] validation_0-mae:6122.21826 validation_1-mae:6470.55078 [163] validation_0-mae:6117.16357 validation_1-mae:6466.40625 [164] validation_0-mae:6114.81543 validation_1-mae:6465.75293 [165] validation_0-mae:6109.63379 validation_1-mae:6462.53272 [166] validation_0-mae:6107.29346 validation_1-mae:6460.54932 [167] validation_0-mae:6105.36523 validation_1-mae:6459.52197 [168] validation_0-mae:6101.91455 validation_1-mae:6458.92871 [169] validation_0-mae:6095.19141 validation_1-mae:6453.31250 [170] validation_0-mae:6091.25488 validation_1-mae:6452.19189 [171] validation_0-mae:6087.06152 validation_1-mae:6450.35059 [172] validation_0-mae:6082.63867 validation_1-mae:6447.65674 [173] validation_0-mae:6080.17725 validation_1-mae:6446.91553 [174] validation_0-mae:6076.10010 validation_1-mae:6445.31201 [175] validation_0-mae:6072.02832 validation_1-mae:6444.12402 [176] validation_0-mae:6069.75732 validation_1-mae:6443.66797 [177] validation_0-mae:6066.19629 validation_1-mae:6441.95410 [178] validation_0-mae:6059.98486 validation_1-mae:6438.20117 [179] validation_0-mae:6055.80420 validation_1-mae:6437.04297 [180] validation_0-mae:6053.03564 validation_1-mae:6436.28760 [181] validation_0-mae:6050.97754 validation_1-mae:6435.03027 [182] validation_0-mae:6046.93555 validation_1-mae:6432.53272 [183] validation_0-mae:6045.26025 validation_1-mae:6432.39648 [184] validation_0-mae:6042.87891 validation_1-mae:6431.61914 [185] validation_0-mae:6037.85352 validation_1-mae:6428.57422 [186] validation_0-mae:6035.43701 validation_1-mae:6426.42480 [187] validation_0-mae:6031.66748 validation_1-mae:6424.55420 [188] validation_0-mae:6027.55859 validation_1-mae:6423.52490 [189] validation_0-mae:6023.56543 validation_1-mae:6421.68652 [190] validation_0-mae:6019.24121 validation_1-mae:6417.77002 [191] validation_0-mae:6017.22119 validation_1-mae:6416.68213 [192] validation_0-mae:6015.79053 validation_1-mae:6416.59717 [193] validation_0-mae:6010.76953 validation_1-mae:6413.71191 [194] validation_0-mae:6006.61426 validation_1-mae:6411.11230 [195] validation_0-mae:6005.82959 validation_1-mae:6410.59473 [196] validation_0-mae:6002.51074 validation_1-mae:6409.71436 [197] validation_0-mae:5998.01758 validation_1-mae:6408.08252 [198] validation_0-mae:5989.98096 validation_1-mae:6402.10059 [199] validation_0-mae:5988.08838 validation_1-mae:6401.53174 [200] validation_0-mae:5986.65430 validation_1-mae:6401.01855 [201] validation_0-mae:5981.50147 validation_1-mae:6398.34619 [202] validation_0-mae:5979.25537 validation_1-mae:6397.38916 [203] validation_0-mae:5976.15723 validation_1-mae:6395.84570 [204] validation_0-mae:5973.13867 validation_1-mae:6394.73389 [205] validation_0-mae:5971.31201 validation_1-mae:6394.28369 [206] validation_0-mae:5968.80078 validation_1-mae:6392.70947 [207] validation_0-mae:5964.75195 validation_1-mae:6390.54248 [208] validation_0-mae:5961.53320 validation_1-mae:6388.19727 [209] validation_0-mae:5959.39258 validation_1-mae:6386.70850 [210] validation_0-mae:5955.94727 validation_1-mae:6385.62061 [211] validation_0-mae:5953.89746 validation_1-mae:6385.60889 [212] validation_0-mae:5951.66406 validation_1-mae:6384.80469 [213] validation_0-mae:5948.89941 validation_1-mae:6383.78223 [214] validation_0-mae:5947.24170 validation_1-mae:6383.71143 [215] validation_0-mae:5945.73145 validation_1-mae:6383.17578 [216] validation_0-mae:5941.48682 validation_1-mae:6381.88135 [217] validation_0-mae:5939.51465 validation_1-mae:6381.46973 [218] validation_0-mae:5936.04004 validation_1-mae:6379.68701 [219] validation_0-mae:5933.08447 validation_1-mae:6379.63477 [220] validation_0-mae:5930.30371 validation_1-mae:6378.75439 [221] validation_0-mae:5925.73486 validation_1-mae:6376.66113 [222] validation_0-mae:5923.26416 validation_1-mae:6375.36279 [223] validation_0-mae:5918.50488 validation_1-mae:6372.29736 [224] validation_0-mae:5916.89941 validation_1-mae:6371.31836 [225] validation_0-mae:5914.73242 validation_1-mae:6370.95068 [226] validation_0-mae:5912.48926 validation_1-mae:6371.02393 [227] validation_0-mae:5910.12988 validation_1-mae:6370.12988 [228] validation_0-mae:5907.29492 validation_1-mae:6369.96240 [229] validation_0-mae:5903.58594 validation_1-mae:6366.20117 [230] validation_0-mae:5900.12012 validation_1-mae:6363.07471 [231] validation_0-mae:5899.03809 validation_1-mae:6362.13379 [232] validation_0-mae:5897.10010 validation_1-mae:6362.24902 [233] validation_0-mae:5895.72656 validation_1-mae:6362.11182 [234] validation_0-mae:5893.40723 validation_1-mae:6362.03564 [235] validation_0-mae:5890.43848 validation_1-mae:6362.01270 [236] validation_0-mae:5885.21777 validation_1-mae:6360.15039 [237] validation_0-mae:5882.88037 validation_1-mae:6359.11377 [238] validation_0-mae:5880.43652 validation_1-mae:6358.00439 [239] validation_0-mae:5877.04102 validation_1-mae:6356.42529 [240] validation_0-mae:5873.65381 validation_1-mae:6355.67725 [241] validation_0-mae:5869.48633 validation_1-mae:6355.70361 [242] validation_0-mae:5867.00147 validation_1-mae:6353.94727 [243] validation_0-mae:5865.24170 validation_1-mae:6353.71484 [244] validation_0-mae:5860.93164 validation_1-mae:6349.56348 [245] validation_0-mae:5859.36328 validation_1-mae:6349.18848 [246] validation_0-mae:5857.08496 validation_1-mae:6347.72852 [247] validation_0-mae:5850.48682 validation_1-mae:6342.77539 [248] validation_0-mae:5842.38916 validation_1-mae:6337.72998 [249] validation_0-mae:5840.40723 validation_1-mae:6336.17480 [250] validation_0-mae:5835.74170 validation_1-mae:6335.31982 [251] validation_0-mae:5832.77002 validation_1-mae:6333.63086 [252] validation_0-mae:5828.83154 validation_1-mae:6331.69141 [253] validation_0-mae:5827.40430 validation_1-mae:6331.01514 [254] validation_0-mae:5823.18262 validation_1-mae:6328.55371 [255] validation_0-mae:5818.71387 validation_1-mae:6326.24658 [256] validation_0-mae:5816.92383 validation_1-mae:6325.81348 [257] validation_0-mae:5813.50244 validation_1-mae:6326.34814 [258] validation_0-mae:5812.29297 validation_1-mae:6326.16895 [259] validation_0-mae:5810.72363 validation_1-mae:6326.07861 [260] validation_0-mae:5810.26904 validation_1-mae:6325.76807 [261] validation_0-mae:5808.61035 validation_1-mae:6325.48779 [262] validation_0-mae:5804.83350 validation_1-mae:6324.35596 [263] validation_0-mae:5797.79346 validation_1-mae:6319.59131 [264] validation_0-mae:5794.29102 validation_1-mae:6317.75781 [265] validation_0-mae:5790.97656 validation_1-mae:6317.06299 [266] validation_0-mae:5787.70215 validation_1-mae:6315.72852 [267] validation_0-mae:5785.56201 validation_1-mae:6315.31152 [268] validation_0-mae:5784.80029 validation_1-mae:6315.29199 [269] validation_0-mae:5783.91846 validation_1-mae:6314.73486 [270] validation_0-mae:5781.17969 validation_1-mae:6312.50293 [271] validation_0-mae:5778.69922 validation_1-mae:6312.00342 [272] validation_0-mae:5773.59473 validation_1-mae:6308.86621 [273] validation_0-mae:5767.89111 validation_1-mae:6305.42285 [274] validation_0-mae:5765.38867 validation_1-mae:6304.13965 [275] validation_0-mae:5762.17334 validation_1-mae:6302.72022 [276] validation_0-mae:5760.53320 validation_1-mae:6302.84912 [277] validation_0-mae:5756.76562 validation_1-mae:6303.47363 [278] validation_0-mae:5750.59766 validation_1-mae:6301.86475 [279] validation_0-mae:5747.57861 validation_1-mae:6301.28223 [280] validation_0-mae:5745.93750 validation_1-mae:6300.56641 [281] validation_0-mae:5741.93848 validation_1-mae:6299.23926 [282] validation_0-mae:5739.39648 validation_1-mae:6297.94873 [283] validation_0-mae:5737.10400 validation_1-mae:6296.61621 [284] validation_0-mae:5735.96289 validation_1-mae:6296.05664 [285] validation_0-mae:5731.86084 validation_1-mae:6293.60645 [286] validation_0-mae:5729.82471 validation_1-mae:6293.31494 [287] validation_0-mae:5727.88037 validation_1-mae:6292.62451 [288] validation_0-mae:5726.27686 validation_1-mae:6292.03516 [289] validation_0-mae:5724.34424 validation_1-mae:6291.49756 [290] validation_0-mae:5722.82861 validation_1-mae:6290.83057 [291] validation_0-mae:5719.99609 validation_1-mae:6289.13867 [292] validation_0-mae:5716.09863 validation_1-mae:6287.89307 [293] validation_0-mae:5714.51611 validation_1-mae:6287.88477 [294] validation_0-mae:5712.05762 validation_1-mae:6287.43652 [295] validation_0-mae:5708.67236 validation_1-mae:6286.45459 [296] validation_0-mae:5703.25049 validation_1-mae:6283.35156 [297] validation_0-mae:5700.50586 validation_1-mae:6282.83252 [298] validation_0-mae:5698.59912 validation_1-mae:6282.69189 [299] validation_0-mae:5696.23047 validation_1-mae:6280.98340 [300] validation_0-mae:5694.44971 validation_1-mae:6279.83740 [301] validation_0-mae:5692.47217 validation_1-mae:6279.75586 [302] validation_0-mae:5690.11523 validation_1-mae:6279.79150 [303] validation_0-mae:5687.42285 validation_1-mae:6278.89844 [304] validation_0-mae:5685.90527 validation_1-mae:6278.67383 [305] validation_0-mae:5680.23486 validation_1-mae:6275.77148 [306] validation_0-mae:5678.61523 validation_1-mae:6275.73779 [307] validation_0-mae:5677.96582 validation_1-mae:6275.57568 [308] validation_0-mae:5676.29980 validation_1-mae:6274.79980 [309] validation_0-mae:5674.27246 validation_1-mae:6273.93359 [310] validation_0-mae:5669.92676 validation_1-mae:6272.02246 [311] validation_0-mae:5668.78711 validation_1-mae:6271.92969 [312] validation_0-mae:5666.00244 validation_1-mae:6270.69971 [313] validation_0-mae:5664.33008 validation_1-mae:6269.48096 [314] validation_0-mae:5661.85449 validation_1-mae:6269.34131 [315] validation_0-mae:5661.41553 validation_1-mae:6269.63867 [316] validation_0-mae:5658.10791 validation_1-mae:6268.24902 [317] validation_0-mae:5655.65869 validation_1-mae:6267.30176 [318] validation_0-mae:5653.63965 validation_1-mae:6266.25049 [319] validation_0-mae:5649.37305 validation_1-mae:6264.31055 [320] validation_0-mae:5647.95166 validation_1-mae:6264.45410 [321] validation_0-mae:5645.52832 validation_1-mae:6264.31397 [322] validation_0-mae:5644.11084 validation_1-mae:6264.19434 [323] validation_0-mae:5642.46338 validation_1-mae:6264.21289 [324] validation_0-mae:5640.07910 validation_1-mae:6262.78125 [325] validation_0-mae:5638.38330 validation_1-mae:6262.28662 [326] validation_0-mae:5635.67383 validation_1-mae:6261.61377 [327] validation_0-mae:5634.91895 validation_1-mae:6261.12353 [328] validation_0-mae:5634.36084 validation_1-mae:6260.86035 [329] validation_0-mae:5632.20654 validation_1-mae:6260.35840 [330] validation_0-mae:5629.97803 validation_1-mae:6259.72070 [331] validation_0-mae:5625.99609 validation_1-mae:6259.31982 [332] validation_0-mae:5623.74414 validation_1-mae:6259.36084 [333] validation_0-mae:5621.63916 validation_1-mae:6259.36768 [334] validation_0-mae:5618.66992 validation_1-mae:6258.65723 [335] validation_0-mae:5617.37451 validation_1-mae:6258.43066 [336] validation_0-mae:5617.16064 validation_1-mae:6258.56201 [337] validation_0-mae:5615.86426 validation_1-mae:6258.64795 [338] validation_0-mae:5613.97412 validation_1-mae:6257.82324 [339] validation_0-mae:5612.30127 validation_1-mae:6257.75342 [340] validation_0-mae:5606.25586 validation_1-mae:6255.86914 [341] validation_0-mae:5601.07275 validation_1-mae:6253.46045 [342] validation_0-mae:5599.52344 validation_1-mae:6254.16455 [343] validation_0-mae:5596.47119 validation_1-mae:6253.35840 [344] validation_0-mae:5592.93018 validation_1-mae:6252.19629 [345] validation_0-mae:5592.35596 validation_1-mae:6252.13770 [346] validation_0-mae:5588.08691 validation_1-mae:6251.27539 [347] validation_0-mae:5586.36963 validation_1-mae:6251.67139 [348] validation_0-mae:5583.37549 validation_1-mae:6251.41309 [349] validation_0-mae:5581.84961 validation_1-mae:6251.27246 [350] validation_0-mae:5580.74561 validation_1-mae:6250.96045 [351] validation_0-mae:5578.55420 validation_1-mae:6249.67480 [352] validation_0-mae:5577.63867 validation_1-mae:6249.34717 [353] validation_0-mae:5575.08643 validation_1-mae:6249.09375 [354] validation_0-mae:5573.75147 validation_1-mae:6248.20215 [355] validation_0-mae:5569.22949 validation_1-mae:6247.65039 [356] validation_0-mae:5565.60547 validation_1-mae:6246.72070 [357] validation_0-mae:5563.37891 validation_1-mae:6246.49170 [358] validation_0-mae:5561.17676 validation_1-mae:6246.39014 [359] validation_0-mae:5558.40723 validation_1-mae:6245.09228 [360] validation_0-mae:5554.35303 validation_1-mae:6242.92383 [361] validation_0-mae:5553.20947 validation_1-mae:6243.07324 [362] validation_0-mae:5551.68408 validation_1-mae:6242.19580 [363] validation_0-mae:5549.96289 validation_1-mae:6241.28613 [364] validation_0-mae:5548.74707 validation_1-mae:6241.20898 [365] validation_0-mae:5546.28516 validation_1-mae:6240.01318 [366] validation_0-mae:5545.14111 validation_1-mae:6239.51807 [367] validation_0-mae:5541.32178 validation_1-mae:6237.60938 [368] validation_0-mae:5540.39014 validation_1-mae:6237.36865 [369] validation_0-mae:5539.87158 validation_1-mae:6237.59326 [370] validation_0-mae:5539.02100 validation_1-mae:6237.39697 [371] validation_0-mae:5535.95312 validation_1-mae:6236.87891 [372] validation_0-mae:5532.54980 validation_1-mae:6237.05273 [373] validation_0-mae:5529.73877 validation_1-mae:6236.88623 [374] validation_0-mae:5525.99268 validation_1-mae:6234.39551 [375] validation_0-mae:5525.01953 validation_1-mae:6234.54102 [376] validation_0-mae:5523.56787 validation_1-mae:6233.76074 [377] validation_0-mae:5521.09814 validation_1-mae:6232.90478 [378] validation_0-mae:5519.50684 validation_1-mae:6232.32568 [379] validation_0-mae:5518.22022 validation_1-mae:6232.02881 [380] validation_0-mae:5517.43262 validation_1-mae:6231.78809 [381] validation_0-mae:5514.69629 validation_1-mae:6231.47461 [382] validation_0-mae:5510.53711 validation_1-mae:6228.61865 [383] validation_0-mae:5506.53369 validation_1-mae:6226.86328 [384] validation_0-mae:5503.73389 validation_1-mae:6225.32080 [385] validation_0-mae:5500.33887 validation_1-mae:6224.15088 [386] validation_0-mae:5495.69336 validation_1-mae:6222.70752 [387] validation_0-mae:5491.74023 validation_1-mae:6220.82715 [388] validation_0-mae:5488.94336 validation_1-mae:6220.53320 [389] validation_0-mae:5485.78564 validation_1-mae:6219.40283 [390] validation_0-mae:5483.77393 validation_1-mae:6218.84863 [391] validation_0-mae:5479.76074 validation_1-mae:6218.48926 [392] validation_0-mae:5478.21045 validation_1-mae:6218.58203 [393] validation_0-mae:5477.32178 validation_1-mae:6218.22559 [394] validation_0-mae:5474.03320 validation_1-mae:6216.27100 [395] validation_0-mae:5473.39990 validation_1-mae:6216.04932 [396] validation_0-mae:5470.14111 validation_1-mae:6214.08594 [397] validation_0-mae:5467.05957 validation_1-mae:6214.27295 [398] validation_0-mae:5463.83301 validation_1-mae:6213.70996 [399] validation_0-mae:5462.88135 validation_1-mae:6213.38623 [400] validation_0-mae:5460.47314 validation_1-mae:6213.25244 [401] validation_0-mae:5460.00342 validation_1-mae:6213.18164 [402] validation_0-mae:5458.73340 validation_1-mae:6213.00098 [403] validation_0-mae:5456.64258 validation_1-mae:6212.28223 [404] validation_0-mae:5454.19141 validation_1-mae:6211.57715 [405] validation_0-mae:5452.63232 validation_1-mae:6211.40283 [406] validation_0-mae:5450.92285 validation_1-mae:6211.27344 [407] validation_0-mae:5449.90576 validation_1-mae:6211.21533 [408] validation_0-mae:5447.51855 validation_1-mae:6211.33398 [409] validation_0-mae:5445.30566 validation_1-mae:6209.76904 [410] validation_0-mae:5443.80371 validation_1-mae:6209.25244 [411] validation_0-mae:5441.83740 validation_1-mae:6208.48340 [412] validation_0-mae:5440.77832 validation_1-mae:6208.64502 [413] validation_0-mae:5439.51025 validation_1-mae:6208.90381 [414] validation_0-mae:5438.73340 validation_1-mae:6208.81689 [415] validation_0-mae:5434.89355 validation_1-mae:6206.36865 [416] validation_0-mae:5432.61523 validation_1-mae:6205.06006 [417] validation_0-mae:5430.90772 validation_1-mae:6204.03564 [418] validation_0-mae:5427.79199 validation_1-mae:6201.34228 [419] validation_0-mae:5425.35010 validation_1-mae:6200.18897 [420] validation_0-mae:5421.67236 validation_1-mae:6199.20020 [421] validation_0-mae:5419.77539 validation_1-mae:6198.75635 [422] validation_0-mae:5418.40088 validation_1-mae:6198.71289 [423] validation_0-mae:5416.96875 validation_1-mae:6198.40430 [424] validation_0-mae:5415.65869 validation_1-mae:6198.65039 [425] validation_0-mae:5415.09473 validation_1-mae:6198.95898 [426] validation_0-mae:5413.83887 validation_1-mae:6198.33887 [427] validation_0-mae:5412.03027 validation_1-mae:6197.98730 [428] validation_0-mae:5409.62500 validation_1-mae:6196.39160 [429] validation_0-mae:5408.39258 validation_1-mae:6196.10693 [430] validation_0-mae:5405.46533 validation_1-mae:6195.35400 [431] validation_0-mae:5403.67822 validation_1-mae:6195.77978 [432] validation_0-mae:5401.44092 validation_1-mae:6195.53272 [433] validation_0-mae:5400.87061 validation_1-mae:6195.41064 [434] validation_0-mae:5399.51855 validation_1-mae:6195.38232 [435] validation_0-mae:5397.22022 validation_1-mae:6193.98584 [436] validation_0-mae:5396.45508 validation_1-mae:6194.13623 [437] validation_0-mae:5395.04004 validation_1-mae:6193.88428 [438] validation_0-mae:5393.91846 validation_1-mae:6194.30078 [439] validation_0-mae:5390.59863 validation_1-mae:6193.50635 [440] validation_0-mae:5387.31348 validation_1-mae:6193.27051 [441] validation_0-mae:5385.32959 validation_1-mae:6193.22168 [442] validation_0-mae:5384.51172 validation_1-mae:6193.36475 [443] validation_0-mae:5383.60840 validation_1-mae:6193.52441 [444] validation_0-mae:5380.86035 validation_1-mae:6192.44043 [445] validation_0-mae:5379.73047 validation_1-mae:6191.92627 [446] validation_0-mae:5378.20312 validation_1-mae:6191.08887 [447] validation_0-mae:5377.92383 validation_1-mae:6191.27441 [448] validation_0-mae:5375.88672 validation_1-mae:6190.94824 [449] validation_0-mae:5374.45312 validation_1-mae:6191.75098 [450] validation_0-mae:5371.93652 validation_1-mae:6190.41748 [451] validation_0-mae:5371.57324 validation_1-mae:6190.23877 [452] validation_0-mae:5370.08154 validation_1-mae:6190.19873 [453] validation_0-mae:5366.80322 validation_1-mae:6190.07715 [454] validation_0-mae:5365.41211 validation_1-mae:6189.85400 [455] validation_0-mae:5363.55029 validation_1-mae:6188.76416 [456] validation_0-mae:5360.34131 validation_1-mae:6188.36719 [457] validation_0-mae:5358.16309 validation_1-mae:6187.54688 [458] validation_0-mae:5356.07422 validation_1-mae:6187.24756 [459] validation_0-mae:5354.35498 validation_1-mae:6187.47900 [460] validation_0-mae:5350.72852 validation_1-mae:6187.27978 [461] validation_0-mae:5349.09863 validation_1-mae:6186.59668 [462] validation_0-mae:5345.91064 validation_1-mae:6186.72900 [463] validation_0-mae:5342.30469 validation_1-mae:6185.77002 [464] validation_0-mae:5340.43213 validation_1-mae:6185.20898 [465] validation_0-mae:5338.65186 validation_1-mae:6185.41650 [466] validation_0-mae:5335.41895 validation_1-mae:6182.63379 [467] validation_0-mae:5332.10693 validation_1-mae:6181.65234 [468] validation_0-mae:5331.10156 validation_1-mae:6181.04443 [469] validation_0-mae:5329.68213 validation_1-mae:6181.65430 [470] validation_0-mae:5326.44238 validation_1-mae:6181.38574 [471] validation_0-mae:5326.03809 validation_1-mae:6181.46436 [472] validation_0-mae:5325.13428 validation_1-mae:6180.73975 [473] validation_0-mae:5324.46533 validation_1-mae:6180.61426 [474] validation_0-mae:5321.43359 validation_1-mae:6180.02148 [475] validation_0-mae:5319.45752 validation_1-mae:6180.21436 [476] validation_0-mae:5317.63672 validation_1-mae:6180.03027 [477] validation_0-mae:5316.61182 validation_1-mae:6179.82764 [478] validation_0-mae:5315.26270 validation_1-mae:6179.41846 [479] validation_0-mae:5315.09033 validation_1-mae:6179.47168 [480] validation_0-mae:5313.80615 validation_1-mae:6178.70557 [481] validation_0-mae:5312.21973 validation_1-mae:6178.48193 [482] validation_0-mae:5308.74463 validation_1-mae:6176.13428 [483] validation_0-mae:5307.48291 validation_1-mae:6175.97998 [484] validation_0-mae:5304.94531 validation_1-mae:6175.65772 [485] validation_0-mae:5304.00098 validation_1-mae:6175.53320 [486] validation_0-mae:5303.13623 validation_1-mae:6175.45264 [487] validation_0-mae:5301.46240 validation_1-mae:6174.78711 [488] validation_0-mae:5299.51025 validation_1-mae:6173.90430 [489] validation_0-mae:5299.14355 validation_1-mae:6174.02344 [490] validation_0-mae:5297.91602 validation_1-mae:6174.18848 [491] validation_0-mae:5297.26172 validation_1-mae:6174.44385 [492] validation_0-mae:5295.64551 validation_1-mae:6174.37842 [493] validation_0-mae:5294.73193 validation_1-mae:6174.21826 [494] validation_0-mae:5291.35156 validation_1-mae:6172.44141 [495] validation_0-mae:5287.64893 validation_1-mae:6171.03711 [496] validation_0-mae:5286.06152 validation_1-mae:6170.62256 [497] validation_0-mae:5284.29346 validation_1-mae:6170.56982 [498] validation_0-mae:5281.51611 validation_1-mae:6169.13672 [499] validation_0-mae:5277.73779 validation_1-mae:6167.77734 [500] validation_0-mae:5275.64893 validation_1-mae:6167.33203 [501] validation_0-mae:5274.54297 validation_1-mae:6167.78906 [502] validation_0-mae:5273.68213 validation_1-mae:6167.82129 [503] validation_0-mae:5272.80566 validation_1-mae:6168.02100 [504] validation_0-mae:5271.95508 validation_1-mae:6167.77051 [505] validation_0-mae:5269.81738 validation_1-mae:6167.53516 [506] validation_0-mae:5268.99902 validation_1-mae:6167.82520 [507] validation_0-mae:5268.09277 validation_1-mae:6167.34668 [508] validation_0-mae:5267.22217 validation_1-mae:6167.90820 [509] validation_0-mae:5266.24170 validation_1-mae:6167.31397 [510] validation_0-mae:5264.79736 validation_1-mae:6166.47363 [511] validation_0-mae:5263.32324 validation_1-mae:6166.06787 [512] validation_0-mae:5261.34424 validation_1-mae:6166.20947 [513] validation_0-mae:5259.54150 validation_1-mae:6165.52783 [514] validation_0-mae:5258.32959 validation_1-mae:6165.63770 [515] validation_0-mae:5256.21240 validation_1-mae:6165.95996 [516] validation_0-mae:5255.90527 validation_1-mae:6165.84082 [517] validation_0-mae:5253.73047 validation_1-mae:6165.57373 [518] validation_0-mae:5251.82568 validation_1-mae:6164.92773 [519] validation_0-mae:5249.80176 validation_1-mae:6164.42090 [520] validation_0-mae:5248.67334 validation_1-mae:6164.34228 [521] validation_0-mae:5245.56055 validation_1-mae:6162.71338 [522] validation_0-mae:5243.26562 validation_1-mae:6161.39160 [523] validation_0-mae:5241.33301 validation_1-mae:6161.19629 [524] validation_0-mae:5237.86719 validation_1-mae:6160.04492 [525] validation_0-mae:5235.55615 validation_1-mae:6159.90381 [526] validation_0-mae:5233.73047 validation_1-mae:6159.58252 [527] validation_0-mae:5232.31982 validation_1-mae:6158.87793 [528] validation_0-mae:5230.58643 validation_1-mae:6158.24170 [529] validation_0-mae:5228.08154 validation_1-mae:6158.64795 [530] validation_0-mae:5224.12353 validation_1-mae:6158.25928 [531] validation_0-mae:5221.12305 validation_1-mae:6157.70215 [532] validation_0-mae:5217.36377 validation_1-mae:6155.57471 [533] validation_0-mae:5214.68018 validation_1-mae:6154.87647 [534] validation_0-mae:5212.39062 validation_1-mae:6154.72461 [535] validation_0-mae:5210.68897 validation_1-mae:6154.29834 [536] validation_0-mae:5209.12793 validation_1-mae:6154.22852 [537] validation_0-mae:5206.52441 validation_1-mae:6154.73828 [538] validation_0-mae:5206.26270 validation_1-mae:6154.62109 [539] validation_0-mae:5204.02148 validation_1-mae:6155.04053 [540] validation_0-mae:5202.82422 validation_1-mae:6154.69678 [541] validation_0-mae:5201.30273 validation_1-mae:6154.95654 [542] validation_0-mae:5200.32275 validation_1-mae:6154.91943 [543] validation_0-mae:5198.27978 validation_1-mae:6153.77734 [544] validation_0-mae:5196.96728 validation_1-mae:6155.19434 [545] validation_0-mae:5196.45947 validation_1-mae:6155.30566 [546] validation_0-mae:5196.06348 validation_1-mae:6154.77588 [547] validation_0-mae:5195.78564 validation_1-mae:6154.47266 [548] validation_0-mae:5194.27881 validation_1-mae:6153.64893 [549] validation_0-mae:5192.95215 validation_1-mae:6153.06543 [550] validation_0-mae:5192.03418 validation_1-mae:6152.85938 [551] validation_0-mae:5191.01807 validation_1-mae:6152.48779 [552] validation_0-mae:5188.08203 validation_1-mae:6151.63184 [553] validation_0-mae:5186.31494 validation_1-mae:6152.78418 [554] validation_0-mae:5183.12305 validation_1-mae:6150.97168 [555] validation_0-mae:5181.09228 validation_1-mae:6149.98145 [556] validation_0-mae:5178.58301 validation_1-mae:6149.68311 [557] validation_0-mae:5176.15332 validation_1-mae:6149.53516 [558] validation_0-mae:5173.51562 validation_1-mae:6148.20410 [559] validation_0-mae:5170.49023 validation_1-mae:6148.11133 [560] validation_0-mae:5167.88477 validation_1-mae:6147.21143 [561] validation_0-mae:5165.16357 validation_1-mae:6146.61865 [562] validation_0-mae:5162.42285 validation_1-mae:6146.02441 [563] validation_0-mae:5160.42285 validation_1-mae:6145.04395 [564] validation_0-mae:5157.99463 validation_1-mae:6145.15186 [565] validation_0-mae:5157.25586 validation_1-mae:6145.14746 [566] validation_0-mae:5155.76758 validation_1-mae:6145.86133 [567] validation_0-mae:5154.75244 validation_1-mae:6144.88721 [568] validation_0-mae:5154.05957 validation_1-mae:6144.33691 [569] validation_0-mae:5153.39795 validation_1-mae:6144.61816 [570] validation_0-mae:5152.18115 validation_1-mae:6144.39014 [571] validation_0-mae:5151.26416 validation_1-mae:6145.04883 [572] validation_0-mae:5150.29395 validation_1-mae:6145.51709 [573] validation_0-mae:5148.04492 validation_1-mae:6146.00879 [574] validation_0-mae:5146.55762 validation_1-mae:6145.83936 [575] validation_0-mae:5145.28760 validation_1-mae:6146.24219 [576] validation_0-mae:5144.36865 validation_1-mae:6146.07861 [577] validation_0-mae:5142.16699 validation_1-mae:6145.79785 [578] validation_0-mae:5140.36816 validation_1-mae:6145.08691 [579] validation_0-mae:5138.53369 validation_1-mae:6144.29053 [580] validation_0-mae:5138.16992 validation_1-mae:6144.17676 [581] validation_0-mae:5136.76074 validation_1-mae:6144.36914 [582] validation_0-mae:5134.86963 validation_1-mae:6143.19189 [583] validation_0-mae:5133.66113 validation_1-mae:6144.20947 [584] validation_0-mae:5131.82617 validation_1-mae:6143.27051 [585] validation_0-mae:5129.91748 validation_1-mae:6144.16455 [586] validation_0-mae:5128.12061 validation_1-mae:6144.05762 [587] validation_0-mae:5127.08936 validation_1-mae:6143.73438 [588] validation_0-mae:5124.16895 validation_1-mae:6142.22705 [589] validation_0-mae:5122.04932 validation_1-mae:6141.61133 [590] validation_0-mae:5118.75537 validation_1-mae:6141.17041 [591] validation_0-mae:5116.10059 validation_1-mae:6140.05615 [592] validation_0-mae:5112.26270 validation_1-mae:6136.93457 [593] validation_0-mae:5109.62256 validation_1-mae:6136.63232 [594] validation_0-mae:5107.10156 validation_1-mae:6137.29004 [595] validation_0-mae:5104.53857 validation_1-mae:6136.32617 [596] validation_0-mae:5101.43018 validation_1-mae:6135.34912 [597] validation_0-mae:5098.51855 validation_1-mae:6135.06836 [598] validation_0-mae:5094.11084 validation_1-mae:6132.74121 [599] validation_0-mae:5091.17188 validation_1-mae:6130.82227 [600] validation_0-mae:5089.17188 validation_1-mae:6130.79248 [601] validation_0-mae:5086.41699 validation_1-mae:6130.21484 [602] validation_0-mae:5084.43408 validation_1-mae:6129.64307 [603] validation_0-mae:5083.19141 validation_1-mae:6129.40332 [604] validation_0-mae:5082.06494 validation_1-mae:6128.90723 [605] validation_0-mae:5080.78272 validation_1-mae:6128.58057 [606] validation_0-mae:5077.85205 validation_1-mae:6129.41650 [607] validation_0-mae:5077.00098 validation_1-mae:6129.43018 [608] validation_0-mae:5073.99023 validation_1-mae:6126.85059 [609] validation_0-mae:5071.69824 validation_1-mae:6126.65478 [610] validation_0-mae:5070.87353 validation_1-mae:6126.53272 [611] validation_0-mae:5070.53027 validation_1-mae:6126.30078 [612] validation_0-mae:5069.44678 validation_1-mae:6126.45752 [613] validation_0-mae:5067.15381 validation_1-mae:6126.18652 [614] validation_0-mae:5066.65430 validation_1-mae:6126.14893 [615] validation_0-mae:5065.52002 validation_1-mae:6126.19922 [616] validation_0-mae:5064.08740 validation_1-mae:6126.11035 [617] validation_0-mae:5061.67578 validation_1-mae:6124.97607 [618] validation_0-mae:5058.99219 validation_1-mae:6124.15674 [619] validation_0-mae:5057.42480 validation_1-mae:6124.47803 [620] validation_0-mae:5056.02148 validation_1-mae:6123.84326 [621] validation_0-mae:5054.82812 validation_1-mae:6123.27978 [622] validation_0-mae:5053.45361 validation_1-mae:6123.23730 [623] validation_0-mae:5052.17041 validation_1-mae:6123.28027 [624] validation_0-mae:5051.44043 validation_1-mae:6123.03613 [625] validation_0-mae:5050.88965 validation_1-mae:6122.72022 [626] validation_0-mae:5049.25830 validation_1-mae:6121.66553 [627] validation_0-mae:5047.36475 validation_1-mae:6121.23340 [628] validation_0-mae:5045.53857 validation_1-mae:6121.87549 [629] validation_0-mae:5044.72900 validation_1-mae:6121.57422 [630] validation_0-mae:5043.83887 validation_1-mae:6121.37305 [631] validation_0-mae:5043.16113 validation_1-mae:6121.20557 [632] validation_0-mae:5041.72754 validation_1-mae:6119.52490 [633] validation_0-mae:5040.27588 validation_1-mae:6119.63916 [634] validation_0-mae:5038.98535 validation_1-mae:6119.85400 [635] validation_0-mae:5038.17480 validation_1-mae:6119.36572 [636] validation_0-mae:5036.31787 validation_1-mae:6119.29004 [637] validation_0-mae:5034.97656 validation_1-mae:6119.32959 [638] validation_0-mae:5033.04443 validation_1-mae:6119.18652 [639] validation_0-mae:5031.82910 validation_1-mae:6118.65186 [640] validation_0-mae:5028.82031 validation_1-mae:6117.16455 [641] validation_0-mae:5027.09863 validation_1-mae:6116.83936 [642] validation_0-mae:5025.61523 validation_1-mae:6116.67969 [643] validation_0-mae:5024.27344 validation_1-mae:6116.20020 [644] validation_0-mae:5022.45557 validation_1-mae:6115.88086 [645] validation_0-mae:5020.32471 validation_1-mae:6115.30664 [646] validation_0-mae:5019.44873 validation_1-mae:6115.11426 [647] validation_0-mae:5019.21631 validation_1-mae:6115.11182 [648] validation_0-mae:5018.78125 validation_1-mae:6115.07080 [649] validation_0-mae:5017.65186 validation_1-mae:6115.42480 [650] validation_0-mae:5016.44580 validation_1-mae:6115.72022 [651] validation_0-mae:5014.05518 validation_1-mae:6114.20117 [652] validation_0-mae:5011.03662 validation_1-mae:6112.50147 [653] validation_0-mae:5010.42383 validation_1-mae:6112.50000 [654] validation_0-mae:5007.99072 validation_1-mae:6112.23145 [655] validation_0-mae:5006.28857 validation_1-mae:6112.36377 [656] validation_0-mae:5004.79883 validation_1-mae:6112.40234 [657] validation_0-mae:5003.85986 validation_1-mae:6112.80664 [658] validation_0-mae:5003.75391 validation_1-mae:6112.84766 [659] validation_0-mae:5002.57080 validation_1-mae:6112.92773 [660] validation_0-mae:5000.50439 validation_1-mae:6112.71728 [661] validation_0-mae:4998.96582 validation_1-mae:6112.72949 [662] validation_0-mae:4997.80908 validation_1-mae:6112.07812 [663] validation_0-mae:4996.07617 validation_1-mae:6111.71582 [664] validation_0-mae:4994.92285 validation_1-mae:6111.61768 [665] validation_0-mae:4992.60938 validation_1-mae:6111.39893 [666] validation_0-mae:4990.79541 validation_1-mae:6110.72022 [667] validation_0-mae:4990.22803 validation_1-mae:6110.61768 [668] validation_0-mae:4989.46094 validation_1-mae:6110.45410 [669] validation_0-mae:4987.31445 validation_1-mae:6109.01025 [670] validation_0-mae:4985.91455 validation_1-mae:6108.43018 [671] validation_0-mae:4985.13867 validation_1-mae:6108.39307 [672] validation_0-mae:4983.70557 validation_1-mae:6107.53076 [673] validation_0-mae:4981.23730 validation_1-mae:6106.30322 [674] validation_0-mae:4979.90381 validation_1-mae:6106.21973 [675] validation_0-mae:4977.96826 validation_1-mae:6105.64600 [676] validation_0-mae:4977.11426 validation_1-mae:6105.39307 [677] validation_0-mae:4976.61035 validation_1-mae:6105.30762 [678] validation_0-mae:4975.44092 validation_1-mae:6104.50488 [679] validation_0-mae:4974.11865 validation_1-mae:6104.03711 [680] validation_0-mae:4972.36084 validation_1-mae:6104.02246 [681] validation_0-mae:4971.29199 validation_1-mae:6103.75684 [682] validation_0-mae:4969.22559 validation_1-mae:6102.94775 [683] validation_0-mae:4968.89746 validation_1-mae:6102.89062 [684] validation_0-mae:4968.21094 validation_1-mae:6103.04150 [685] validation_0-mae:4966.50830 validation_1-mae:6103.03564 [686] validation_0-mae:4965.25781 validation_1-mae:6103.12305 [687] validation_0-mae:4963.71045 validation_1-mae:6102.99707 [688] validation_0-mae:4962.35449 validation_1-mae:6103.48486 [689] validation_0-mae:4961.40283 validation_1-mae:6103.39209 [690] validation_0-mae:4958.75635 validation_1-mae:6103.27734 [691] validation_0-mae:4957.56836 validation_1-mae:6102.61230 [692] validation_0-mae:4955.83984 validation_1-mae:6102.07617 [693] validation_0-mae:4952.59717 validation_1-mae:6100.29932 [694] validation_0-mae:4951.11035 validation_1-mae:6100.11279 [695] validation_0-mae:4948.77490 validation_1-mae:6099.40869 [696] validation_0-mae:4947.70898 validation_1-mae:6099.57959 [697] validation_0-mae:4945.42285 validation_1-mae:6098.71240 [698] validation_0-mae:4943.65039 validation_1-mae:6098.24463 [699] validation_0-mae:4941.89209 validation_1-mae:6098.90137 [700] validation_0-mae:4938.80566 validation_1-mae:6096.63770 [701] validation_0-mae:4937.94873 validation_1-mae:6096.60400 [702] validation_0-mae:4936.18799 validation_1-mae:6096.24561 [703] validation_0-mae:4934.68701 validation_1-mae:6096.56250 [704] validation_0-mae:4931.87256 validation_1-mae:6097.13916 [705] validation_0-mae:4930.16016 validation_1-mae:6096.69482 [706] validation_0-mae:4927.47754 validation_1-mae:6097.27637 [707] validation_0-mae:4926.58350 validation_1-mae:6097.67432 [708] validation_0-mae:4924.81738 validation_1-mae:6097.77978 [709] validation_0-mae:4923.78223 validation_1-mae:6098.36426 [710] validation_0-mae:4923.27246 validation_1-mae:6098.17773 [711] validation_0-mae:4921.74268 validation_1-mae:6097.02978 [712] validation_0-mae:4920.99414 validation_1-mae:6097.06934 [713] validation_0-mae:4920.27686 validation_1-mae:6097.34717 [714] validation_0-mae:4918.64551 validation_1-mae:6096.26123 [715] validation_0-mae:4917.61133 validation_1-mae:6095.62256 [716] validation_0-mae:4916.07422 validation_1-mae:6095.12305 [717] validation_0-mae:4915.16064 validation_1-mae:6094.81885 [718] validation_0-mae:4914.37842 validation_1-mae:6094.86328 [719] validation_0-mae:4913.11084 validation_1-mae:6094.71045 [720] validation_0-mae:4911.38965 validation_1-mae:6093.22754 [721] validation_0-mae:4910.38184 validation_1-mae:6092.75537 [722] validation_0-mae:4909.42725 validation_1-mae:6092.36914 [723] validation_0-mae:4908.76855 validation_1-mae:6092.11572 [724] validation_0-mae:4906.87402 validation_1-mae:6092.69531 [725] validation_0-mae:4905.58350 validation_1-mae:6093.35254 [726] validation_0-mae:4904.24316 validation_1-mae:6092.74072 [727] validation_0-mae:4903.01562 validation_1-mae:6092.60645 [728] validation_0-mae:4902.00830 validation_1-mae:6092.25147 [729] validation_0-mae:4900.89600 validation_1-mae:6091.91406 [730] validation_0-mae:4899.08398 validation_1-mae:6091.51318 [731] validation_0-mae:4898.34082 validation_1-mae:6091.17432 [732] validation_0-mae:4898.02148 validation_1-mae:6091.05322 [733] validation_0-mae:4896.79980 validation_1-mae:6090.31201 [734] validation_0-mae:4895.75049 validation_1-mae:6090.16846 [735] validation_0-mae:4895.31152 validation_1-mae:6089.98340 [736] validation_0-mae:4893.75098 validation_1-mae:6089.60742 [737] validation_0-mae:4892.34863 validation_1-mae:6089.28760 [738] validation_0-mae:4891.31836 validation_1-mae:6089.07715 [739] validation_0-mae:4890.02197 validation_1-mae:6088.35107 [740] validation_0-mae:4889.35010 validation_1-mae:6088.53125 [741] validation_0-mae:4888.01562 validation_1-mae:6088.20459 [742] validation_0-mae:4887.63428 validation_1-mae:6087.97510 [743] validation_0-mae:4886.21387 validation_1-mae:6088.55078 [744] validation_0-mae:4885.11865 validation_1-mae:6088.04297 [745] validation_0-mae:4882.40869 validation_1-mae:6086.60840 [746] validation_0-mae:4880.40527 validation_1-mae:6086.87305 [747] validation_0-mae:4878.51416 validation_1-mae:6086.85791 [748] validation_0-mae:4876.77881 validation_1-mae:6086.14697 [749] validation_0-mae:4873.82764 validation_1-mae:6085.24219 [750] validation_0-mae:4871.50732 validation_1-mae:6085.07275 [751] validation_0-mae:4869.99268 validation_1-mae:6085.03906 [752] validation_0-mae:4867.43018 validation_1-mae:6085.06299 [753] validation_0-mae:4865.79590 validation_1-mae:6085.00781 [754] validation_0-mae:4863.30420 validation_1-mae:6083.95166 [755] validation_0-mae:4861.83936 validation_1-mae:6083.77978 [756] validation_0-mae:4860.09863 validation_1-mae:6083.61523 [757] validation_0-mae:4859.31201 validation_1-mae:6083.46094 [758] validation_0-mae:4858.34033 validation_1-mae:6083.13623 [759] validation_0-mae:4857.24561 validation_1-mae:6082.80225 [760] validation_0-mae:4855.54297 validation_1-mae:6083.00293 [761] validation_0-mae:4854.49170 validation_1-mae:6082.33203 [762] validation_0-mae:4853.18897 validation_1-mae:6082.34912 [763] validation_0-mae:4852.57715 validation_1-mae:6082.34619 [764] validation_0-mae:4850.80176 validation_1-mae:6082.40625 [765] validation_0-mae:4849.76660 validation_1-mae:6082.21191 [766] validation_0-mae:4849.16943 validation_1-mae:6082.29004 [767] validation_0-mae:4847.65527 validation_1-mae:6081.89844 [768] validation_0-mae:4846.57422 validation_1-mae:6081.74170 [769] validation_0-mae:4846.45215 validation_1-mae:6081.73633 [770] validation_0-mae:4846.05078 validation_1-mae:6081.71387 [771] validation_0-mae:4846.00586 validation_1-mae:6081.73486 [772] validation_0-mae:4843.90332 validation_1-mae:6081.57910 [773] validation_0-mae:4843.20264 validation_1-mae:6081.45654 [774] validation_0-mae:4841.35107 validation_1-mae:6081.53125 [775] validation_0-mae:4838.85254 validation_1-mae:6081.87305 [776] validation_0-mae:4838.77344 validation_1-mae:6081.87549 [777] validation_0-mae:4837.81494 validation_1-mae:6081.84863 [778] validation_0-mae:4836.99121 validation_1-mae:6081.54492 [779] validation_0-mae:4835.76953 validation_1-mae:6081.81787 [780] validation_0-mae:4833.88867 validation_1-mae:6081.50635 [781] validation_0-mae:4831.79590 validation_1-mae:6082.09766 [782] validation_0-mae:4829.98389 validation_1-mae:6082.87500 [783] validation_0-mae:4828.31836 validation_1-mae:6083.03564 [784] validation_0-mae:4826.19824 validation_1-mae:6083.25684 [785] validation_0-mae:4824.54834 validation_1-mae:6084.25439 [786] validation_0-mae:4823.23828 validation_1-mae:6083.89551 [787] validation_0-mae:4820.98291 validation_1-mae:6083.46045 [788] validation_0-mae:4819.74658 validation_1-mae:6083.71875 [789] validation_0-mae:4818.44678 validation_1-mae:6083.59912 [790] validation_0-mae:4817.55322 validation_1-mae:6083.70801 [791] validation_0-mae:4815.91992 validation_1-mae:6083.85791 [792] validation_0-mae:4813.78516 validation_1-mae:6083.06397 [793] validation_0-mae:4811.56982 validation_1-mae:6082.48096 [794] validation_0-mae:4809.68994 validation_1-mae:6082.88379 [795] validation_0-mae:4807.97510 validation_1-mae:6083.13232 [796] validation_0-mae:4805.23633 validation_1-mae:6081.91943 [797] validation_0-mae:4802.41650 validation_1-mae:6081.10303 [798] validation_0-mae:4800.59717 validation_1-mae:6081.26709 [799] validation_0-mae:4798.47754 validation_1-mae:6080.06885 [800] validation_0-mae:4796.02734 validation_1-mae:6079.31201 [801] validation_0-mae:4793.91211 validation_1-mae:6079.84522 [802] validation_0-mae:4791.23682 validation_1-mae:6079.00195 [803] validation_0-mae:4789.53076 validation_1-mae:6079.77637 [804] validation_0-mae:4786.06152 validation_1-mae:6078.41016 [805] validation_0-mae:4783.60791 validation_1-mae:6078.10352 [806] validation_0-mae:4781.22852 validation_1-mae:6077.55322 [807] validation_0-mae:4779.05078 validation_1-mae:6075.96875 [808] validation_0-mae:4777.21289 validation_1-mae:6075.91748 [809] validation_0-mae:4775.57471 validation_1-mae:6076.04883 [810] validation_0-mae:4774.72510 validation_1-mae:6075.63721 [811] validation_0-mae:4773.56250 validation_1-mae:6075.24023 [812] validation_0-mae:4771.75488 validation_1-mae:6074.93311 [813] validation_0-mae:4769.88428 validation_1-mae:6074.48438 [814] validation_0-mae:4768.95410 validation_1-mae:6073.76416 [815] validation_0-mae:4768.09424 validation_1-mae:6073.49805 [816] validation_0-mae:4766.29883 validation_1-mae:6073.98584 [817] validation_0-mae:4764.99707 validation_1-mae:6073.96777 [818] validation_0-mae:4763.17969 validation_1-mae:6073.80273 [819] validation_0-mae:4760.93408 validation_1-mae:6073.10205 [820] validation_0-mae:4759.80371 validation_1-mae:6072.96973 [821] validation_0-mae:4758.81103 validation_1-mae:6072.46387 [822] validation_0-mae:4757.59473 validation_1-mae:6072.62158 [823] validation_0-mae:4756.56787 validation_1-mae:6072.50391 [824] validation_0-mae:4754.73193 validation_1-mae:6071.71533 [825] validation_0-mae:4754.01953 validation_1-mae:6071.83984 [826] validation_0-mae:4752.44482 validation_1-mae:6071.60205 [827] validation_0-mae:4751.30322 validation_1-mae:6071.48877 [828] validation_0-mae:4749.64795 validation_1-mae:6071.39551 [829] validation_0-mae:4747.93115 validation_1-mae:6071.47119 [830] validation_0-mae:4747.40527 validation_1-mae:6071.42432 [831] validation_0-mae:4745.88916 validation_1-mae:6070.80566 [832] validation_0-mae:4743.49658 validation_1-mae:6070.32568 [833] validation_0-mae:4740.62793 validation_1-mae:6069.30225 [834] validation_0-mae:4738.53906 validation_1-mae:6068.51855 [835] validation_0-mae:4736.43213 validation_1-mae:6068.31934 [836] validation_0-mae:4734.34717 validation_1-mae:6067.65137 [837] validation_0-mae:4732.89746 validation_1-mae:6067.12109 [838] validation_0-mae:4731.76465 validation_1-mae:6066.38086 [839] validation_0-mae:4730.56836 validation_1-mae:6065.91797 [840] validation_0-mae:4729.15283 validation_1-mae:6066.15332 [841] validation_0-mae:4727.84717 validation_1-mae:6066.08838 [842] validation_0-mae:4726.79395 validation_1-mae:6065.68994 [843] validation_0-mae:4725.99414 validation_1-mae:6066.08643 [844] validation_0-mae:4724.39258 validation_1-mae:6065.71826 [845] validation_0-mae:4722.32178 validation_1-mae:6064.34863 [846] validation_0-mae:4720.75391 validation_1-mae:6064.23779 [847] validation_0-mae:4719.87939 validation_1-mae:6063.93848 [848] validation_0-mae:4717.66602 validation_1-mae:6063.54395 [849] validation_0-mae:4715.31348 validation_1-mae:6064.06738 [850] validation_0-mae:4713.06348 validation_1-mae:6064.35596 [851] validation_0-mae:4712.42725 validation_1-mae:6064.41357 [852] validation_0-mae:4710.85449 validation_1-mae:6064.43359 [853] validation_0-mae:4709.39258 validation_1-mae:6064.55078 [854] validation_0-mae:4708.36621 validation_1-mae:6064.50635 [855] validation_0-mae:4706.94238 validation_1-mae:6064.68262 [856] validation_0-mae:4705.88281 validation_1-mae:6065.13281 [857] validation_0-mae:4705.08936 validation_1-mae:6064.34863 [858] validation_0-mae:4703.16846 validation_1-mae:6064.52978 [859] validation_0-mae:4701.65039 validation_1-mae:6065.35156 [860] validation_0-mae:4701.27246 validation_1-mae:6065.44336 [861] validation_0-mae:4699.85400 validation_1-mae:6065.30029 [862] validation_0-mae:4697.76904 validation_1-mae:6066.03564 [863] validation_0-mae:4696.53418 validation_1-mae:6066.02100 [864] validation_0-mae:4694.79053 validation_1-mae:6064.59619 [865] validation_0-mae:4693.73486 validation_1-mae:6064.58594 [866] validation_0-mae:4692.65869 validation_1-mae:6064.93164 [867] validation_0-mae:4691.91211 validation_1-mae:6064.70459 [868] validation_0-mae:4690.91553 validation_1-mae:6064.64697 [869] validation_0-mae:4690.26953 validation_1-mae:6064.43164 [870] validation_0-mae:4689.56982 validation_1-mae:6064.45410 [871] validation_0-mae:4688.36572 validation_1-mae:6064.00732 [872] validation_0-mae:4687.53223 validation_1-mae:6064.04736 [873] validation_0-mae:4685.08496 validation_1-mae:6062.71826 [874] validation_0-mae:4683.09180 validation_1-mae:6061.54883 [875] validation_0-mae:4681.86328 validation_1-mae:6061.34424 [876] validation_0-mae:4680.83643 validation_1-mae:6061.29736 [877] validation_0-mae:4678.89404 validation_1-mae:6060.84668 [878] validation_0-mae:4676.81494 validation_1-mae:6060.68848 [879] validation_0-mae:4675.31836 validation_1-mae:6060.91504 [880] validation_0-mae:4674.30371 validation_1-mae:6060.33301 [881] validation_0-mae:4672.51172 validation_1-mae:6059.49658 [882] validation_0-mae:4670.92871 validation_1-mae:6060.26904 [883] validation_0-mae:4669.08203 validation_1-mae:6059.52051 [884] validation_0-mae:4666.63818 validation_1-mae:6059.38916 [885] validation_0-mae:4664.63916 validation_1-mae:6059.34766 [886] validation_0-mae:4664.27051 validation_1-mae:6059.65918 [887] validation_0-mae:4661.71045 validation_1-mae:6060.07129 [888] validation_0-mae:4660.76562 validation_1-mae:6060.18018 [889] validation_0-mae:4659.38770 validation_1-mae:6059.13135 [890] validation_0-mae:4657.23438 validation_1-mae:6058.69824 [891] validation_0-mae:4656.26611 validation_1-mae:6058.86621 [892] validation_0-mae:4655.65772 validation_1-mae:6058.97168 [893] validation_0-mae:4654.98926 validation_1-mae:6058.52783 [894] validation_0-mae:4653.18750 validation_1-mae:6057.43164 [895] validation_0-mae:4651.01904 validation_1-mae:6056.39062 [896] validation_0-mae:4648.79590 validation_1-mae:6055.73389 [897] validation_0-mae:4646.93066 validation_1-mae:6054.83350 [898] validation_0-mae:4645.61816 validation_1-mae:6054.96777 [899] validation_0-mae:4644.69971 validation_1-mae:6055.20166 [900] validation_0-mae:4643.61523 validation_1-mae:6055.49365 [901] validation_0-mae:4642.71875 validation_1-mae:6055.32080 [902] validation_0-mae:4641.87109 validation_1-mae:6055.30518 [903] validation_0-mae:4639.45752 validation_1-mae:6055.46387 [904] validation_0-mae:4637.59668 validation_1-mae:6055.55322 [905] validation_0-mae:4636.52686 validation_1-mae:6055.51074 [906] validation_0-mae:4634.23584 validation_1-mae:6056.11523 [907] validation_0-mae:4632.35986 validation_1-mae:6056.27832 [908] validation_0-mae:4630.70215 validation_1-mae:6055.67969 [909] validation_0-mae:4629.49414 validation_1-mae:6055.76758 [910] validation_0-mae:4628.21191 validation_1-mae:6056.67871 [911] validation_0-mae:4626.89551 validation_1-mae:6056.58301 [912] validation_0-mae:4625.50195 validation_1-mae:6056.36816 [913] validation_0-mae:4623.85254 validation_1-mae:6056.39209 [914] validation_0-mae:4623.10498 validation_1-mae:6056.22510 [915] validation_0-mae:4622.00879 validation_1-mae:6056.47803 [916] validation_0-mae:4621.26025 validation_1-mae:6056.25830 [917] validation_0-mae:4620.42627 validation_1-mae:6055.98047 [918] validation_0-mae:4619.59766 validation_1-mae:6055.49463 [919] validation_0-mae:4618.75635 validation_1-mae:6054.92725 [920] validation_0-mae:4617.82031 validation_1-mae:6055.03711 [921] validation_0-mae:4616.78662 validation_1-mae:6055.25781 [922] validation_0-mae:4615.03809 validation_1-mae:6055.51807 [923] validation_0-mae:4612.98486 validation_1-mae:6054.74170 [924] validation_0-mae:4611.45752 validation_1-mae:6054.54639 [925] validation_0-mae:4609.40820 validation_1-mae:6054.44482 [926] validation_0-mae:4607.42773 validation_1-mae:6054.80176 [927] validation_0-mae:4606.01123 validation_1-mae:6054.69873 [928] validation_0-mae:4604.84570 validation_1-mae:6054.66162 [929] validation_0-mae:4602.81885 validation_1-mae:6053.81397 [930] validation_0-mae:4600.73584 validation_1-mae:6053.52295 [931] validation_0-mae:4599.58203 validation_1-mae:6053.47363 [932] validation_0-mae:4598.87207 validation_1-mae:6053.63721 [933] validation_0-mae:4598.12353 validation_1-mae:6053.56885 [934] validation_0-mae:4596.37109 validation_1-mae:6052.72412 [935] validation_0-mae:4594.73877 validation_1-mae:6052.09473 [936] validation_0-mae:4593.43603 validation_1-mae:6052.02295 [937] validation_0-mae:4592.83740 validation_1-mae:6051.96631 [938] validation_0-mae:4592.63525 validation_1-mae:6051.90430 [939] validation_0-mae:4592.39795 validation_1-mae:6051.62207 [940] validation_0-mae:4591.26318 validation_1-mae:6051.77393 [941] validation_0-mae:4590.86279 validation_1-mae:6051.65527 [942] validation_0-mae:4589.92871 validation_1-mae:6051.40918 [943] validation_0-mae:4587.49609 validation_1-mae:6051.28369 [944] validation_0-mae:4586.64502 validation_1-mae:6051.13379 [945] validation_0-mae:4585.82568 validation_1-mae:6050.95312 [946] validation_0-mae:4584.80322 validation_1-mae:6051.06836 [947] validation_0-mae:4583.40967 validation_1-mae:6051.31836 [948] validation_0-mae:4582.15576 validation_1-mae:6050.87207 [949] validation_0-mae:4580.80078 validation_1-mae:6050.51318 [950] validation_0-mae:4580.21826 validation_1-mae:6050.27441 [951] validation_0-mae:4578.97852 validation_1-mae:6050.50342 [952] validation_0-mae:4577.98730 validation_1-mae:6050.78125 [953] validation_0-mae:4576.92432 validation_1-mae:6049.59375 [954] validation_0-mae:4575.02783 validation_1-mae:6049.38770 [955] validation_0-mae:4574.06445 validation_1-mae:6049.29004 [956] validation_0-mae:4573.17920 validation_1-mae:6049.69336 [957] validation_0-mae:4571.76514 validation_1-mae:6049.49658 [958] validation_0-mae:4570.68408 validation_1-mae:6049.44971 [959] validation_0-mae:4568.62158 validation_1-mae:6049.13135 [960] validation_0-mae:4567.70166 validation_1-mae:6049.36475 [961] validation_0-mae:4566.66699 validation_1-mae:6048.86572 [962] validation_0-mae:4565.76660 validation_1-mae:6048.77832 [963] validation_0-mae:4564.56836 validation_1-mae:6048.05762 [964] validation_0-mae:4563.71680 validation_1-mae:6047.80029 [965] validation_0-mae:4561.84228 validation_1-mae:6046.89209 [966] validation_0-mae:4560.64844 validation_1-mae:6046.82080 [967] validation_0-mae:4559.85010 validation_1-mae:6047.29883 [968] validation_0-mae:4559.65772 validation_1-mae:6047.37939 [969] validation_0-mae:4558.94922 validation_1-mae:6047.40039 [970] validation_0-mae:4558.86621 validation_1-mae:6047.34228 [971] validation_0-mae:4558.68164 validation_1-mae:6047.55322 [972] validation_0-mae:4557.27295 validation_1-mae:6047.49902 [973] validation_0-mae:4556.94043 validation_1-mae:6047.57031 [974] validation_0-mae:4556.11328 validation_1-mae:6047.05957 [975] validation_0-mae:4554.47900 validation_1-mae:6046.44775 [976] validation_0-mae:4552.24023 validation_1-mae:6047.26611 [977] validation_0-mae:4551.31543 validation_1-mae:6047.47461 [978] validation_0-mae:4550.54004 validation_1-mae:6047.72314 [979] validation_0-mae:4547.94238 validation_1-mae:6046.58154 [980] validation_0-mae:4547.07520 validation_1-mae:6046.08545 [981] validation_0-mae:4546.45117 validation_1-mae:6046.34570 [982] validation_0-mae:4545.45459 validation_1-mae:6046.36475 [983] validation_0-mae:4545.28857 validation_1-mae:6046.40869 [984] validation_0-mae:4543.82080 validation_1-mae:6045.86133 [985] validation_0-mae:4543.24023 validation_1-mae:6045.96143 [986] validation_0-mae:4542.03223 validation_1-mae:6045.98340 [987] validation_0-mae:4540.63037 validation_1-mae:6046.08008 [988] validation_0-mae:4538.25391 validation_1-mae:6045.72803 [989] validation_0-mae:4536.95898 validation_1-mae:6045.95312 [990] validation_0-mae:4535.93897 validation_1-mae:6045.96533 [991] validation_0-mae:4535.11670 validation_1-mae:6045.34033 [992] validation_0-mae:4533.52441 validation_1-mae:6044.69678 [993] validation_0-mae:4532.62012 validation_1-mae:6045.25977 [994] validation_0-mae:4531.68945 validation_1-mae:6045.25586 [995] validation_0-mae:4529.46728 validation_1-mae:6044.50195 [996] validation_0-mae:4528.21973 validation_1-mae:6044.37353 [997] validation_0-mae:4527.31445 validation_1-mae:6044.09717 [998] validation_0-mae:4526.12988 validation_1-mae:6044.15430 [999] validation_0-mae:4524.99658 validation_1-mae:6043.77881 [1000] validation_0-mae:4524.25635 validation_1-mae:6044.24365 [1001] validation_0-mae:4523.42969 validation_1-mae:6044.59717 [1002] validation_0-mae:4522.78516 validation_1-mae:6044.56397 [1003] validation_0-mae:4521.21826 validation_1-mae:6044.41699 [1004] validation_0-mae:4520.67676 validation_1-mae:6044.15674 [1005] validation_0-mae:4518.85400 validation_1-mae:6044.75098 [1006] validation_0-mae:4518.10352 validation_1-mae:6044.98633 [1007] validation_0-mae:4517.36084 validation_1-mae:6045.03906 [1008] validation_0-mae:4516.54492 validation_1-mae:6045.61914 [1009] validation_0-mae:4515.71289 validation_1-mae:6045.55615 [1010] validation_0-mae:4515.46631 validation_1-mae:6045.82471 [1011] validation_0-mae:4513.84570 validation_1-mae:6045.67139 [1012] validation_0-mae:4513.08789 validation_1-mae:6045.90625 [1013] validation_0-mae:4513.05566 validation_1-mae:6045.92773 [1014] validation_0-mae:4512.07959 validation_1-mae:6046.03906 [1015] validation_0-mae:4511.37500 validation_1-mae:6045.86914 [1016] validation_0-mae:4510.86328 validation_1-mae:6045.70410 [1017] validation_0-mae:4509.78418 validation_1-mae:6045.60986 [1018] validation_0-mae:4508.40967 validation_1-mae:6045.13574 [1019] validation_0-mae:4507.21191 validation_1-mae:6044.98682 [1020] validation_0-mae:4506.70850 validation_1-mae:6045.08691 [1021] validation_0-mae:4505.86572 validation_1-mae:6044.83008 [1022] validation_0-mae:4505.44678 validation_1-mae:6044.84863 [1023] validation_0-mae:4503.85645 validation_1-mae:6044.63721 [1024] validation_0-mae:4502.77588 validation_1-mae:6044.80566 [1025] validation_0-mae:4501.29053 validation_1-mae:6045.23242 [1026] validation_0-mae:4500.62549 validation_1-mae:6045.29395 [1027] validation_0-mae:4499.45117 validation_1-mae:6044.91504 [1028] validation_0-mae:4498.30713 validation_1-mae:6044.61426 [1029] validation_0-mae:4495.93066 validation_1-mae:6043.82520 [1030] validation_0-mae:4494.69727 validation_1-mae:6043.37305 [1031] validation_0-mae:4493.25537 validation_1-mae:6042.79785 [1032] validation_0-mae:4492.65381 validation_1-mae:6043.43994 [1033] validation_0-mae:4491.48389 validation_1-mae:6042.83105 [1034] validation_0-mae:4489.67334 validation_1-mae:6042.78906 [1035] validation_0-mae:4488.32861 validation_1-mae:6043.10986 [1036] validation_0-mae:4487.38818 validation_1-mae:6043.49951 [1037] validation_0-mae:4486.12598 validation_1-mae:6043.46191 [1038] validation_0-mae:4483.84473 validation_1-mae:6042.51807 [1039] validation_0-mae:4482.95117 validation_1-mae:6042.48193 [1040] validation_0-mae:4481.60840 validation_1-mae:6042.94922 [1041] validation_0-mae:4480.53027 validation_1-mae:6042.65088 [1042] validation_0-mae:4479.78955 validation_1-mae:6042.69434 [1043] validation_0-mae:4478.83301 validation_1-mae:6041.94629 [1044] validation_0-mae:4477.69629 validation_1-mae:6041.84326 [1045] validation_0-mae:4476.86133 validation_1-mae:6041.33154 [1046] validation_0-mae:4475.37842 validation_1-mae:6041.95215 [1047] validation_0-mae:4473.75147 validation_1-mae:6041.86523 [1048] validation_0-mae:4472.89307 validation_1-mae:6041.91357 [1049] validation_0-mae:4472.35059 validation_1-mae:6041.92773 [1050] validation_0-mae:4471.63672 validation_1-mae:6041.90967 [1051] validation_0-mae:4471.12988 validation_1-mae:6041.93311 [1052] validation_0-mae:4471.02881 validation_1-mae:6041.92480 [1053] validation_0-mae:4470.69434 validation_1-mae:6042.18408 [1054] validation_0-mae:4469.91748 validation_1-mae:6042.39990 [1055] validation_0-mae:4468.57275 validation_1-mae:6042.64893 [1056] validation_0-mae:4466.90967 validation_1-mae:6043.23145 [1057] validation_0-mae:4466.03125 validation_1-mae:6043.50049 [1058] validation_0-mae:4464.62353 validation_1-mae:6043.18457 [1059] validation_0-mae:4463.80273 validation_1-mae:6043.19727 [1060] validation_0-mae:4463.04395 validation_1-mae:6042.76025 [1061] validation_0-mae:4462.45020 validation_1-mae:6042.90332 [1062] validation_0-mae:4460.62158 validation_1-mae:6042.96777 [1063] validation_0-mae:4459.19629 validation_1-mae:6042.87012 [1064] validation_0-mae:4456.92529 validation_1-mae:6041.83545 [1065] validation_0-mae:4455.98047 validation_1-mae:6041.58984 [1066] validation_0-mae:4455.40820 validation_1-mae:6041.58154 [1067] validation_0-mae:4453.92725 validation_1-mae:6040.79492 [1068] validation_0-mae:4452.74805 validation_1-mae:6040.90234 [1069] validation_0-mae:4451.57959 validation_1-mae:6041.05371 [1070] validation_0-mae:4449.91406 validation_1-mae:6040.54297 [1071] validation_0-mae:4448.78320 validation_1-mae:6040.05420 [1072] validation_0-mae:4447.56836 validation_1-mae:6039.73096 [1073] validation_0-mae:4445.92822 validation_1-mae:6039.80957 [1074] validation_0-mae:4444.88477 validation_1-mae:6039.71240 [1075] validation_0-mae:4443.16895 validation_1-mae:6039.44922 [1076] validation_0-mae:4442.42822 validation_1-mae:6039.63232 [1077] validation_0-mae:4441.45264 validation_1-mae:6039.43945 [1078] validation_0-mae:4440.68457 validation_1-mae:6039.20166 [1079] validation_0-mae:4439.69775 validation_1-mae:6038.97266 [1080] validation_0-mae:4438.47022 validation_1-mae:6038.99072 [1081] validation_0-mae:4437.50147 validation_1-mae:6038.58594 [1082] validation_0-mae:4436.43115 validation_1-mae:6038.69141 [1083] validation_0-mae:4435.73584 validation_1-mae:6038.92529 [1084] validation_0-mae:4434.41162 validation_1-mae:6038.37305 [1085] validation_0-mae:4433.35938 validation_1-mae:6038.51318 [1086] validation_0-mae:4432.62598 validation_1-mae:6038.39795 [1087] validation_0-mae:4431.51367 validation_1-mae:6038.25147 [1088] validation_0-mae:4429.73828 validation_1-mae:6038.07227 [1089] validation_0-mae:4427.96680 validation_1-mae:6038.26465 [1090] validation_0-mae:4425.95068 validation_1-mae:6037.97119 [1091] validation_0-mae:4424.47266 validation_1-mae:6037.01270 [1092] validation_0-mae:4423.45410 validation_1-mae:6037.31250 [1093] validation_0-mae:4422.21484 validation_1-mae:6036.72998 [1094] validation_0-mae:4421.36572 validation_1-mae:6036.64893 [1095] validation_0-mae:4419.96191 validation_1-mae:6037.13379 [1096] validation_0-mae:4418.76123 validation_1-mae:6036.82373 [1097] validation_0-mae:4417.14307 validation_1-mae:6037.05469 [1098] validation_0-mae:4416.01953 validation_1-mae:6036.62012 [1099] validation_0-mae:4414.94141 validation_1-mae:6036.61279 [1100] validation_0-mae:4413.60400 validation_1-mae:6036.54541 [1101] validation_0-mae:4412.91455 validation_1-mae:6036.22852 [1102] validation_0-mae:4411.49219 validation_1-mae:6037.08301 [1103] validation_0-mae:4410.59326 validation_1-mae:6037.03809 [1104] validation_0-mae:4409.98193 validation_1-mae:6037.04346 [1105] validation_0-mae:4408.38037 validation_1-mae:6036.53076 [1106] validation_0-mae:4406.83984 validation_1-mae:6036.39697 [1107] validation_0-mae:4406.10400 validation_1-mae:6036.32373 [1108] validation_0-mae:4405.11768 validation_1-mae:6036.38281 [1109] validation_0-mae:4403.82373 validation_1-mae:6036.06934 [1110] validation_0-mae:4401.97217 validation_1-mae:6035.76318 [1111] validation_0-mae:4400.54590 validation_1-mae:6035.69971 [1112] validation_0-mae:4400.27637 validation_1-mae:6035.60889 [1113] validation_0-mae:4399.74853 validation_1-mae:6035.54590 [1114] validation_0-mae:4398.54443 validation_1-mae:6035.45898 [1115] validation_0-mae:4397.16504 validation_1-mae:6035.61768 [1116] validation_0-mae:4396.14160 validation_1-mae:6035.81982 [1117] validation_0-mae:4394.38135 validation_1-mae:6034.81543 [1118] validation_0-mae:4393.12744 validation_1-mae:6034.68994 [1119] validation_0-mae:4392.36182 validation_1-mae:6034.68164 [1120] validation_0-mae:4391.39648 validation_1-mae:6034.67969 [1121] validation_0-mae:4390.04980 validation_1-mae:6033.71338 [1122] validation_0-mae:4389.92725 validation_1-mae:6033.73877 [1123] validation_0-mae:4388.75391 validation_1-mae:6033.49658 [1124] validation_0-mae:4387.31885 validation_1-mae:6033.62793 [1125] validation_0-mae:4386.20654 validation_1-mae:6033.43018 [1126] validation_0-mae:4385.25977 validation_1-mae:6033.44336 [1127] validation_0-mae:4384.12891 validation_1-mae:6033.50928 [1128] validation_0-mae:4382.30322 validation_1-mae:6032.62012 [1129] validation_0-mae:4381.23340 validation_1-mae:6032.56787 [1130] validation_0-mae:4380.46680 validation_1-mae:6032.54346 [1131] validation_0-mae:4379.10742 validation_1-mae:6032.07031 [1132] validation_0-mae:4378.20508 validation_1-mae:6032.25586 [1133] validation_0-mae:4377.31494 validation_1-mae:6032.50391 [1134] validation_0-mae:4376.33789 validation_1-mae:6033.02637 [1135] validation_0-mae:4375.56494 validation_1-mae:6033.10645 [1136] validation_0-mae:4373.95898 validation_1-mae:6033.20020 [1137] validation_0-mae:4373.17236 validation_1-mae:6033.34766 [1138] validation_0-mae:4372.32471 validation_1-mae:6033.54053 [1139] validation_0-mae:4371.67285 validation_1-mae:6033.45068 [1140] validation_0-mae:4371.27246 validation_1-mae:6033.33984 [1141] validation_0-mae:4370.12109 validation_1-mae:6033.22754 [1142] validation_0-mae:4369.55957 validation_1-mae:6033.46191 [1143] validation_0-mae:4368.54004 validation_1-mae:6033.51514 [1144] validation_0-mae:4368.03564 validation_1-mae:6033.87012 [1145] validation_0-mae:4366.84814 validation_1-mae:6034.30029 [1146] validation_0-mae:4366.02978 validation_1-mae:6034.47852 [1147] validation_0-mae:4365.65820 validation_1-mae:6034.36914 [1148] validation_0-mae:4365.52246 validation_1-mae:6034.49707 [1149] validation_0-mae:4364.00781 validation_1-mae:6034.23389 [1150] validation_0-mae:4362.82568 validation_1-mae:6034.17188 [1151] validation_0-mae:4361.49609 validation_1-mae:6033.91992 [1152] validation_0-mae:4359.46826 validation_1-mae:6033.07812 [1153] validation_0-mae:4358.03125 validation_1-mae:6033.40137 [1154] validation_0-mae:4357.16211 validation_1-mae:6033.21973 [1155] validation_0-mae:4355.81445 validation_1-mae:6032.37842 [1156] validation_0-mae:4355.03223 validation_1-mae:6032.32568 [1157] validation_0-mae:4353.54053 validation_1-mae:6032.36279 [1158] validation_0-mae:4353.01416 validation_1-mae:6032.34375 [1159] validation_0-mae:4351.77393 validation_1-mae:6032.66260 [1160] validation_0-mae:4351.40967 validation_1-mae:6032.57568 [1161] validation_0-mae:4350.94580 validation_1-mae:6032.63037 [1162] validation_0-mae:4349.99072 validation_1-mae:6032.17822 [1163] validation_0-mae:4348.49512 validation_1-mae:6032.50537 [1164] validation_0-mae:4346.91455 validation_1-mae:6032.55957 [1165] validation_0-mae:4345.64014 validation_1-mae:6032.70850 [1166] validation_0-mae:4343.64697 validation_1-mae:6032.45068 [1167] validation_0-mae:4342.30713 validation_1-mae:6032.81934 [1168] validation_0-mae:4340.76367 validation_1-mae:6032.99707 [1169] validation_0-mae:4339.54688 validation_1-mae:6033.15088 [1170] validation_0-mae:4338.32080 validation_1-mae:6033.49121 [1171] validation_0-mae:4337.55469 validation_1-mae:6033.60205 [1172] validation_0-mae:4336.77002 validation_1-mae:6033.41699 [1173] validation_0-mae:4334.89697 validation_1-mae:6033.19873 [1174] validation_0-mae:4333.95898 validation_1-mae:6032.92139 [1175] validation_0-mae:4332.81299 validation_1-mae:6032.55273 [1176] validation_0-mae:4332.22949 validation_1-mae:6032.64111 [1177] validation_0-mae:4331.36523 validation_1-mae:6032.59424 [1178] validation_0-mae:4330.51855 validation_1-mae:6032.91455 [1179] validation_0-mae:4329.68311 validation_1-mae:6033.20020 [1180] validation_0-mae:4328.77637 validation_1-mae:6033.65381 [1181] validation_0-mae:4327.48730 validation_1-mae:6033.55762 [1182] validation_0-mae:4326.64014 validation_1-mae:6033.34766 [1183] validation_0-mae:4325.55469 validation_1-mae:6033.10889 [1184] validation_0-mae:4325.12207 validation_1-mae:6033.06397 [1185] validation_0-mae:4324.24072 validation_1-mae:6032.96191 [1186] validation_0-mae:4323.93115 validation_1-mae:6032.88623 [1187] validation_0-mae:4322.43799 validation_1-mae:6032.90869 [1188] validation_0-mae:4321.69434 validation_1-mae:6032.54639 [1189] validation_0-mae:4320.52734 validation_1-mae:6032.72510 [1190] validation_0-mae:4319.18408 validation_1-mae:6032.39258 [1191] validation_0-mae:4318.28809 validation_1-mae:6032.35352 [1192] validation_0-mae:4317.52637 validation_1-mae:6032.08740 [1193] validation_0-mae:4316.37353 validation_1-mae:6032.02051 [1194] validation_0-mae:4315.43018 validation_1-mae:6031.99463 [1195] validation_0-mae:4315.30713 validation_1-mae:6031.97607 [1196] validation_0-mae:4314.66016 validation_1-mae:6032.38867 [1197] validation_0-mae:4313.67725 validation_1-mae:6032.29980 [1198] validation_0-mae:4312.68750 validation_1-mae:6032.66406 [1199] validation_0-mae:4312.13086 validation_1-mae:6032.98242 [1200] validation_0-mae:4311.85254 validation_1-mae:6032.91797 [1201] validation_0-mae:4311.36377 validation_1-mae:6032.65478 [1202] validation_0-mae:4310.60840 validation_1-mae:6032.57324 [1203] validation_0-mae:4310.21143 validation_1-mae:6032.50000 [1204] validation_0-mae:4308.80225 validation_1-mae:6033.16650 [1205] validation_0-mae:4306.74365 validation_1-mae:6032.03906 [1206] validation_0-mae:4306.02539 validation_1-mae:6031.81445 [1207] validation_0-mae:4304.61963 validation_1-mae:6031.61963 [1208] validation_0-mae:4303.93115 validation_1-mae:6031.54004 [1209] validation_0-mae:4303.13281 validation_1-mae:6031.59473 [1210] validation_0-mae:4302.57764 validation_1-mae:6031.27002 [1211] validation_0-mae:4301.47900 validation_1-mae:6031.35400 [1212] validation_0-mae:4300.96973 validation_1-mae:6031.29199 [1213] validation_0-mae:4300.74707 validation_1-mae:6031.45312 [1214] validation_0-mae:4299.87744 validation_1-mae:6031.49902 [1215] validation_0-mae:4298.71728 validation_1-mae:6031.47656 [1216] validation_0-mae:4297.74219 validation_1-mae:6031.30518 [1217] validation_0-mae:4297.52490 validation_1-mae:6031.22022 [1218] validation_0-mae:4297.38086 validation_1-mae:6031.12598 [1219] validation_0-mae:4296.52100 validation_1-mae:6031.06934 [1220] validation_0-mae:4295.98096 validation_1-mae:6031.22168 [1221] validation_0-mae:4294.72461 validation_1-mae:6030.86768 [1222] validation_0-mae:4293.48975 validation_1-mae:6030.66064 [1223] validation_0-mae:4292.60059 validation_1-mae:6030.98096 [1224] validation_0-mae:4291.86084 validation_1-mae:6031.18018 [1225] validation_0-mae:4291.79199 validation_1-mae:6031.22998 [1226] validation_0-mae:4290.88916 validation_1-mae:6031.55762 [1227] validation_0-mae:4289.21973 validation_1-mae:6031.25049 [1228] validation_0-mae:4288.33252 validation_1-mae:6031.84717 [1229] validation_0-mae:4287.26758 validation_1-mae:6032.05078 [1230] validation_0-mae:4286.13623 validation_1-mae:6032.07861 [1231] validation_0-mae:4285.63818 validation_1-mae:6031.94336 [1232] validation_0-mae:4285.39062 validation_1-mae:6031.99853 [1233] validation_0-mae:4284.97314 validation_1-mae:6032.16553 [1234] validation_0-mae:4284.49170 validation_1-mae:6032.25098 [1235] validation_0-mae:4284.13623 validation_1-mae:6032.07812 [1236] validation_0-mae:4283.84570 validation_1-mae:6032.12305 [1237] validation_0-mae:4282.36279 validation_1-mae:6032.49463 [1238] validation_0-mae:4280.89355 validation_1-mae:6032.46240 [1239] validation_0-mae:4279.96240 validation_1-mae:6032.32617 [1240] validation_0-mae:4278.65625 validation_1-mae:6032.07471 [1241] validation_0-mae:4277.98682 validation_1-mae:6032.00000 [1242] validation_0-mae:4276.74316 validation_1-mae:6032.30762 [1243] validation_0-mae:4276.11963 validation_1-mae:6032.81689 [1244] validation_0-mae:4275.13770 validation_1-mae:6032.64160 [1245] validation_0-mae:4273.67871 validation_1-mae:6033.04492 [1246] validation_0-mae:4273.00195 validation_1-mae:6033.25684 [1247] validation_0-mae:4272.36963 validation_1-mae:6033.51807 [1248] validation_0-mae:4272.14111 validation_1-mae:6033.37061 [1249] validation_0-mae:4271.59033 validation_1-mae:6033.45898 [1250] validation_0-mae:4270.17090 validation_1-mae:6032.96436 [1251] validation_0-mae:4269.14160 validation_1-mae:6033.01221 [1252] validation_0-mae:4268.35938 validation_1-mae:6033.26660 [1253] validation_0-mae:4267.48828 validation_1-mae:6033.03857 [1254] validation_0-mae:4266.53467 validation_1-mae:6032.72070 [1255] validation_0-mae:4265.46484 validation_1-mae:6032.18164 [1256] validation_0-mae:4264.80859 validation_1-mae:6032.60742 [1257] validation_0-mae:4264.02051 validation_1-mae:6032.83545 [1258] validation_0-mae:4262.67822 validation_1-mae:6032.85645 [1259] validation_0-mae:4261.73779 validation_1-mae:6033.03906 [1260] validation_0-mae:4261.06982 validation_1-mae:6032.99072 [1261] validation_0-mae:4260.35938 validation_1-mae:6033.05664 [1262] validation_0-mae:4260.20752 validation_1-mae:6033.09277 [1263] validation_0-mae:4259.96826 validation_1-mae:6033.17725 [1264] validation_0-mae:4259.09668 validation_1-mae:6032.72168 [1265] validation_0-mae:4258.97266 validation_1-mae:6032.75537 [1266] validation_0-mae:4258.27832 validation_1-mae:6032.56689 [1267] validation_0-mae:4257.66064 validation_1-mae:6032.27441 [1268] validation_0-mae:4255.84912 validation_1-mae:6032.54639 [1269] validation_0-mae:4255.03223 validation_1-mae:6032.56250 [1270] validation_0-mae:4253.65332 validation_1-mae:6032.58984 [1271] validation_0-mae:4253.01123 validation_1-mae:6032.83105 [1272] validation_0-mae:4251.62256 validation_1-mae:6032.73340 [1273] validation_0-mae:4250.33984 validation_1-mae:6033.00098 [1274] validation_0-mae:4249.29004 validation_1-mae:6032.25684 [1275] validation_0-mae:4248.74219 validation_1-mae:6031.97168 [1276] validation_0-mae:4246.91016 validation_1-mae:6032.12939 [1277] validation_0-mae:4245.90137 validation_1-mae:6032.04688 [1278] validation_0-mae:4245.34424 validation_1-mae:6032.06055 [1279] validation_0-mae:4244.13770 validation_1-mae:6032.08008 [1280] validation_0-mae:4243.34424 validation_1-mae:6032.26221 [1281] validation_0-mae:4242.47363 validation_1-mae:6031.85840 [1282] validation_0-mae:4241.50391 validation_1-mae:6031.73926 [1283] validation_0-mae:4240.65576 validation_1-mae:6031.80762 [1284] validation_0-mae:4240.28369 validation_1-mae:6031.76807 [1285] validation_0-mae:4238.76660 validation_1-mae:6031.66895 [1286] validation_0-mae:4237.30127 validation_1-mae:6031.80078 [1287] validation_0-mae:4235.51270 validation_1-mae:6031.12891 [1288] validation_0-mae:4234.95068 validation_1-mae:6031.56592 [1289] validation_0-mae:4234.81592 validation_1-mae:6031.46826 [1290] validation_0-mae:4234.58594 validation_1-mae:6031.44580 [1291] validation_0-mae:4233.63428 validation_1-mae:6030.92725 [1292] validation_0-mae:4232.34473 validation_1-mae:6030.25244 [1293] validation_0-mae:4231.83350 validation_1-mae:6030.15381 [1294] validation_0-mae:4230.59668 validation_1-mae:6029.97119 [1295] validation_0-mae:4228.72412 validation_1-mae:6029.76270 [1296] validation_0-mae:4227.55225 validation_1-mae:6029.90430 [1297] validation_0-mae:4226.37109 validation_1-mae:6029.67676 [1298] validation_0-mae:4225.44043 validation_1-mae:6029.53857 [1299] validation_0-mae:4224.78516 validation_1-mae:6029.68457 [1300] validation_0-mae:4224.42139 validation_1-mae:6029.69678 [1301] validation_0-mae:4223.66357 validation_1-mae:6029.55029 [1302] validation_0-mae:4222.50781 validation_1-mae:6029.46728 [1303] validation_0-mae:4220.80566 validation_1-mae:6029.81103 [1304] validation_0-mae:4219.03906 validation_1-mae:6029.93555 [1305] validation_0-mae:4217.78174 validation_1-mae:6029.70410 [1306] validation_0-mae:4217.06006 validation_1-mae:6029.37988 [1307] validation_0-mae:4215.50781 validation_1-mae:6029.45947 [1308] validation_0-mae:4214.26758 validation_1-mae:6029.62305 [1309] validation_0-mae:4213.48633 validation_1-mae:6029.54785 [1310] validation_0-mae:4212.05078 validation_1-mae:6028.90918 [1311] validation_0-mae:4210.95361 validation_1-mae:6028.41260 [1312] validation_0-mae:4209.66797 validation_1-mae:6028.29248 [1313] validation_0-mae:4208.42676 validation_1-mae:6028.66846 [1314] validation_0-mae:4207.50830 validation_1-mae:6028.59180 [1315] validation_0-mae:4206.30811 validation_1-mae:6028.64844 [1316] validation_0-mae:4205.44531 validation_1-mae:6028.66211 [1317] validation_0-mae:4204.17725 validation_1-mae:6028.54492 [1318] validation_0-mae:4203.68457 validation_1-mae:6028.46533 [1319] validation_0-mae:4202.45605 validation_1-mae:6027.96045 [1320] validation_0-mae:4201.49609 validation_1-mae:6027.87061 [1321] validation_0-mae:4200.98535 validation_1-mae:6028.03467 [1322] validation_0-mae:4200.09375 validation_1-mae:6028.49023 [1323] validation_0-mae:4199.40820 validation_1-mae:6028.55371 [1324] validation_0-mae:4198.83203 validation_1-mae:6028.02637 [1325] validation_0-mae:4197.63232 validation_1-mae:6027.41895 [1326] validation_0-mae:4196.91650 validation_1-mae:6026.96387 [1327] validation_0-mae:4196.26855 validation_1-mae:6027.07422 [1328] validation_0-mae:4195.58984 validation_1-mae:6026.71191 [1329] validation_0-mae:4195.06885 validation_1-mae:6026.76807 [1330] validation_0-mae:4194.26025 validation_1-mae:6026.72754 [1331] validation_0-mae:4193.54492 validation_1-mae:6026.40772 [1332] validation_0-mae:4192.74365 validation_1-mae:6026.36035 [1333] validation_0-mae:4192.06494 validation_1-mae:6026.34668 [1334] validation_0-mae:4191.52148 validation_1-mae:6026.32373 [1335] validation_0-mae:4190.48730 validation_1-mae:6026.48486 [1336] validation_0-mae:4189.94482 validation_1-mae:6026.48584 [1337] validation_0-mae:4189.15039 validation_1-mae:6026.51172 [1338] validation_0-mae:4188.56397 validation_1-mae:6026.54346 [1339] validation_0-mae:4187.87647 validation_1-mae:6026.64160 [1340] validation_0-mae:4187.67383 validation_1-mae:6026.66699 [1341] validation_0-mae:4187.12695 validation_1-mae:6026.20654 [1342] validation_0-mae:4185.67383 validation_1-mae:6025.99951 [1343] validation_0-mae:4183.82910 validation_1-mae:6025.82959 [1344] validation_0-mae:4182.83350 validation_1-mae:6025.78467 [1345] validation_0-mae:4181.32275 validation_1-mae:6025.75195 [1346] validation_0-mae:4179.88330 validation_1-mae:6025.74951 [1347] validation_0-mae:4178.57080 validation_1-mae:6025.98926 [1348] validation_0-mae:4178.04443 validation_1-mae:6025.81592 [1349] validation_0-mae:4177.37500 validation_1-mae:6025.83887 [1350] validation_0-mae:4176.58887 validation_1-mae:6026.04297 [1351] validation_0-mae:4175.22705 validation_1-mae:6025.81397 [1352] validation_0-mae:4174.83691 validation_1-mae:6025.64404 [1353] validation_0-mae:4173.65381 validation_1-mae:6025.50391 [1354] validation_0-mae:4172.55176 validation_1-mae:6026.08838 [1355] validation_0-mae:4172.41455 validation_1-mae:6026.11670 [1356] validation_0-mae:4171.55518 validation_1-mae:6026.59814 [1357] validation_0-mae:4169.86475 validation_1-mae:6026.53223 [1358] validation_0-mae:4169.61230 validation_1-mae:6026.57422 [1359] validation_0-mae:4168.91309 validation_1-mae:6026.64795 [1360] validation_0-mae:4167.54297 validation_1-mae:6026.59228 [1361] validation_0-mae:4166.06934 validation_1-mae:6025.97314 [1362] validation_0-mae:4165.12451 validation_1-mae:6025.90137 [1363] validation_0-mae:4163.94287 validation_1-mae:6025.62647 [1364] validation_0-mae:4163.01514 validation_1-mae:6026.23340 [1365] validation_0-mae:4161.56348 validation_1-mae:6026.50781 [1366] validation_0-mae:4160.38477 validation_1-mae:6027.28174 [1367] validation_0-mae:4159.39014 validation_1-mae:6027.53516 [1368] validation_0-mae:4157.91162 validation_1-mae:6027.52637 [1369] validation_0-mae:4157.04150 validation_1-mae:6027.54102 [1370] validation_0-mae:4156.23438 validation_1-mae:6027.44531 [1371] validation_0-mae:4154.59326 validation_1-mae:6027.56055 [1372] validation_0-mae:4153.36133 validation_1-mae:6028.33350 [1373] validation_0-mae:4152.52881 validation_1-mae:6028.60449 [1374] validation_0-mae:4151.42627 validation_1-mae:6029.11328 [1375] validation_0-mae:4150.22656 validation_1-mae:6028.89648 [1376] validation_0-mae:4149.37744 validation_1-mae:6028.82764 [1377] validation_0-mae:4148.54492 validation_1-mae:6028.61230 [1378] validation_0-mae:4147.99951 validation_1-mae:6028.94775 [1379] validation_0-mae:4146.53320 validation_1-mae:6028.81250 [1380] validation_0-mae:4146.06689 validation_1-mae:6029.11523 [1381] validation_0-mae:4145.19629 validation_1-mae:6028.70703 [1382] validation_0-mae:4144.22022 validation_1-mae:6028.58496 [1383] validation_0-mae:4144.12988 validation_1-mae:6028.64355 [1384] validation_0-mae:4143.25439 validation_1-mae:6028.53809 [1385] validation_0-mae:4142.19092 validation_1-mae:6028.66846 [1386] validation_0-mae:4141.80566 validation_1-mae:6028.61523 [1387] validation_0-mae:4141.19775 validation_1-mae:6028.31299 [1388] validation_0-mae:4139.50635 validation_1-mae:6028.45703 [1389] validation_0-mae:4138.29736 validation_1-mae:6028.38477 [1390] validation_0-mae:4136.89160 validation_1-mae:6028.53760 [1391] validation_0-mae:4136.05127 validation_1-mae:6028.60938 [1392] validation_0-mae:4134.87012 validation_1-mae:6028.73926 [1393] validation_0-mae:4133.61475 validation_1-mae:6028.45020 [1394] validation_0-mae:4132.39502 validation_1-mae:6029.13037 [1395] validation_0-mae:4131.51904 validation_1-mae:6028.97461 [1396] validation_0-mae:4129.75684 validation_1-mae:6028.52832 [1397] validation_0-mae:4128.81738 validation_1-mae:6028.69824 [1398] validation_0-mae:4128.23828 validation_1-mae:6028.49023 [1399] validation_0-mae:4127.72559 validation_1-mae:6028.49951 [1400] validation_0-mae:4126.64941 validation_1-mae:6028.98047 [1401] validation_0-mae:4125.73096 validation_1-mae:6028.98682 [1402] validation_0-mae:4124.84180 validation_1-mae:6028.79883 [1403] validation_0-mae:4123.42725 validation_1-mae:6028.75684 [1404] validation_0-mae:4122.47363 validation_1-mae:6028.88477 [1405] validation_0-mae:4120.88379 validation_1-mae:6028.89111 [1406] validation_0-mae:4120.21143 validation_1-mae:6029.13623 [1407] validation_0-mae:4118.62500 validation_1-mae:6028.29443 [1408] validation_0-mae:4117.60205 validation_1-mae:6028.29346 [1409] validation_0-mae:4116.56836 validation_1-mae:6028.12402 [1410] validation_0-mae:4115.49609 validation_1-mae:6027.84717 [1411] validation_0-mae:4114.84424 validation_1-mae:6028.01855 [1412] validation_0-mae:4113.43213 validation_1-mae:6027.53125 [1413] validation_0-mae:4112.47559 validation_1-mae:6027.93213 [1414] validation_0-mae:4111.47852 validation_1-mae:6028.14209 [1415] validation_0-mae:4110.65674 validation_1-mae:6028.36963 [1416] validation_0-mae:4109.47998 validation_1-mae:6028.90430 [1417] validation_0-mae:4108.08643 validation_1-mae:6027.94385 [1418] validation_0-mae:4107.73145 validation_1-mae:6028.06103 [1419] validation_0-mae:4107.16846 validation_1-mae:6028.22461 [1420] validation_0-mae:4106.39990 validation_1-mae:6028.22559 [1421] validation_0-mae:4106.04492 validation_1-mae:6027.97070 [1422] validation_0-mae:4105.06934 validation_1-mae:6027.96484 [1423] validation_0-mae:4104.32129 validation_1-mae:6027.79590 [1424] validation_0-mae:4103.49512 validation_1-mae:6027.54688 [1425] validation_0-mae:4102.17725 validation_1-mae:6027.72803 [1426] validation_0-mae:4101.16943 validation_1-mae:6027.61279 [1427] validation_0-mae:4099.38721 validation_1-mae:6028.89160 [1428] validation_0-mae:4098.51025 validation_1-mae:6028.90478 [1429] validation_0-mae:4098.21728 validation_1-mae:6028.85938 [1430] validation_0-mae:4098.14746 validation_1-mae:6028.75293 [1431] validation_0-mae:4097.12305 validation_1-mae:6029.17529 [1432] validation_0-mae:4096.14014 validation_1-mae:6029.22510 [1433] validation_0-mae:4095.26074 validation_1-mae:6029.39111 [1434] validation_0-mae:4094.61157 validation_1-mae:6029.20508 [1435] validation_0-mae:4093.11645 validation_1-mae:6029.31103 [1436] validation_0-mae:4092.42212 validation_1-mae:6029.46924 [1437] validation_0-mae:4091.92554 validation_1-mae:6029.33301 [1438] validation_0-mae:4091.70801 validation_1-mae:6029.16162 [1439] validation_0-mae:4091.56812 validation_1-mae:6029.22754 [1440] validation_0-mae:4090.77881 validation_1-mae:6029.44922 [1441] validation_0-mae:4089.87012 validation_1-mae:6029.55029 [1442] validation_0-mae:4088.74902 validation_1-mae:6029.53418 [1443] validation_0-mae:4087.80957 validation_1-mae:6029.28516 [1444] validation_0-mae:4087.16187 validation_1-mae:6029.03125 [1445] validation_0-mae:4086.19751 validation_1-mae:6029.08691 [1446] validation_0-mae:4084.89233 validation_1-mae:6029.67139 [1447] validation_0-mae:4083.98486 validation_1-mae:6029.24658 [1448] validation_0-mae:4082.72339 validation_1-mae:6028.58594 [1449] validation_0-mae:4081.83984 validation_1-mae:6027.96631 [1450] validation_0-mae:4081.03540 validation_1-mae:6027.85742 [1451] validation_0-mae:4080.65967 validation_1-mae:6027.87891 [1452] validation_0-mae:4080.21533 validation_1-mae:6027.97070 [1453] validation_0-mae:4078.98340 validation_1-mae:6028.02246 [1454] validation_0-mae:4078.23169 validation_1-mae:6028.03857 [1455] validation_0-mae:4076.94849 validation_1-mae:6027.86230 [1456] validation_0-mae:4076.37329 validation_1-mae:6028.21777 [1457] validation_0-mae:4075.64062 validation_1-mae:6028.26807 [1458] validation_0-mae:4075.44971 validation_1-mae:6028.41699 [1459] validation_0-mae:4074.71704 validation_1-mae:6028.48975 [1460] validation_0-mae:4073.78198 validation_1-mae:6028.32861 [1461] validation_0-mae:4072.97583 validation_1-mae:6028.40137 [1462] validation_0-mae:4072.18652 validation_1-mae:6028.11963 [1463] validation_0-mae:4072.12500 validation_1-mae:6028.16016 [1464] validation_0-mae:4071.19238 validation_1-mae:6028.37793 [1465] validation_0-mae:4070.60620 validation_1-mae:6028.21045 [1466] validation_0-mae:4070.54175 validation_1-mae:6028.18164 [1467] validation_0-mae:4069.92578 validation_1-mae:6028.47266 [1468] validation_0-mae:4069.35254 validation_1-mae:6028.24512 [1469] validation_0-mae:4069.08325 validation_1-mae:6028.36621 [1470] validation_0-mae:4067.89111 validation_1-mae:6027.64941 [1471] validation_0-mae:4067.50781 validation_1-mae:6027.70020 [1472] validation_0-mae:4066.57056 validation_1-mae:6028.09863 [1473] validation_0-mae:4065.93140 validation_1-mae:6028.13867 [1474] validation_0-mae:4064.19482 validation_1-mae:6028.55859 [1475] validation_0-mae:4063.50684 validation_1-mae:6028.64600 [1476] validation_0-mae:4062.72412 validation_1-mae:6028.88818 [1477] validation_0-mae:4061.30981 validation_1-mae:6029.12842 [1478] validation_0-mae:4060.04785 validation_1-mae:6028.75635 [1479] validation_0-mae:4059.33154 validation_1-mae:6028.94434 [1480] validation_0-mae:4057.76074 validation_1-mae:6028.39600 [1481] validation_0-mae:4056.55078 validation_1-mae:6028.34961 [1482] validation_0-mae:4055.35547 validation_1-mae:6028.64111 [1483] validation_0-mae:4053.99121 validation_1-mae:6029.06836 [1484] validation_0-mae:4052.93921 validation_1-mae:6029.09033 [1485] validation_0-mae:4051.87500 validation_1-mae:6028.86377 [1486] validation_0-mae:4050.63428 validation_1-mae:6028.68897 [1487] validation_0-mae:4049.64307 validation_1-mae:6028.66602 [1488] validation_0-mae:4048.83569 validation_1-mae:6028.88525 [1489] validation_0-mae:4047.84326 validation_1-mae:6028.92139 [1490] validation_0-mae:4047.20679 validation_1-mae:6029.00195 [1491] validation_0-mae:4046.37769 validation_1-mae:6028.78809 [1492] validation_0-mae:4045.53149 validation_1-mae:6028.81397 [1493] validation_0-mae:4045.35547 validation_1-mae:6029.05420 [1494] validation_0-mae:4044.60522 validation_1-mae:6029.34619 [1495] validation_0-mae:4043.21777 validation_1-mae:6029.20215 [1496] validation_0-mae:4042.34692 validation_1-mae:6029.52197 [1497] validation_0-mae:4041.45337 validation_1-mae:6029.40332 [1498] validation_0-mae:4040.14160 validation_1-mae:6029.06836 [1499] validation_0-mae:4039.17456 validation_1-mae:6029.53027 [1500] validation_0-mae:4038.51294 validation_1-mae:6029.85303 [1501] validation_0-mae:4037.96680 validation_1-mae:6029.84473 [1502] validation_0-mae:4036.87158 validation_1-mae:6029.81201 [1503] validation_0-mae:4035.51099 validation_1-mae:6030.03906 [1504] validation_0-mae:4034.84229 validation_1-mae:6030.10547 [1505] validation_0-mae:4034.34619 validation_1-mae:6029.68311 [1506] validation_0-mae:4033.74683 validation_1-mae:6029.77197 [1507] validation_0-mae:4032.51489 validation_1-mae:6029.60986 [1508] validation_0-mae:4031.23682 validation_1-mae:6029.49072 [1509] validation_0-mae:4029.97974 validation_1-mae:6028.74951 [1510] validation_0-mae:4029.24292 validation_1-mae:6028.58545 [1511] validation_0-mae:4028.69092 validation_1-mae:6028.66748 [1512] validation_0-mae:4027.71851 validation_1-mae:6028.32275 [1513] validation_0-mae:4027.18970 validation_1-mae:6028.20166 [1514] validation_0-mae:4026.39722 validation_1-mae:6028.32666 [1515] validation_0-mae:4025.55029 validation_1-mae:6028.39941 [1516] validation_0-mae:4024.54932 validation_1-mae:6028.24658 [1517] validation_0-mae:4023.82935 validation_1-mae:6027.91748 [1518] validation_0-mae:4022.71240 validation_1-mae:6027.32178 [1519] validation_0-mae:4021.86523 validation_1-mae:6027.29785 [1520] validation_0-mae:4021.49023 validation_1-mae:6027.40186 [1521] validation_0-mae:4020.56665 validation_1-mae:6027.18066 [1522] validation_0-mae:4019.82178 validation_1-mae:6027.16455 [1523] validation_0-mae:4019.04565 validation_1-mae:6027.30566 [1524] validation_0-mae:4018.60303 validation_1-mae:6027.35254 [1525] validation_0-mae:4017.95386 validation_1-mae:6027.37891 [1526] validation_0-mae:4017.24194 validation_1-mae:6027.22559 [1527] validation_0-mae:4016.46020 validation_1-mae:6027.08398 [1528] validation_0-mae:4015.88208 validation_1-mae:6026.95410 [1529] validation_0-mae:4015.31128 validation_1-mae:6027.23096 [1530] validation_0-mae:4014.57544 validation_1-mae:6027.72998 [1531] validation_0-mae:4013.83618 validation_1-mae:6027.50781 [1532] validation_0-mae:4012.84912 validation_1-mae:6028.06006 [1533] validation_0-mae:4012.23633 validation_1-mae:6028.18457 [1534] validation_0-mae:4011.85986 validation_1-mae:6028.10840 [1535] validation_0-mae:4011.03906 validation_1-mae:6027.94580 [1536] validation_0-mae:4010.56396 validation_1-mae:6027.85303 [1537] validation_0-mae:4009.69214 validation_1-mae:6028.10107 [1538] validation_0-mae:4009.30615 validation_1-mae:6027.88086 [1539] validation_0-mae:4008.37964 validation_1-mae:6027.83301 [1540] validation_0-mae:4007.38379 validation_1-mae:6027.45068 [1541] validation_0-mae:4006.48926 validation_1-mae:6027.16602 [1542] validation_0-mae:4004.83423 validation_1-mae:6026.79639 [1543] validation_0-mae:4003.86255 validation_1-mae:6026.50684 [1544] validation_0-mae:4003.16919 validation_1-mae:6026.65039 [1545] validation_0-mae:4002.31250 validation_1-mae:6026.54541 [1546] validation_0-mae:4001.66064 validation_1-mae:6026.40674 [1547] validation_0-mae:4000.87622 validation_1-mae:6026.56348 [1548] validation_0-mae:4000.31274 validation_1-mae:6026.56201 [1549] validation_0-mae:3999.23853 validation_1-mae:6026.18799 [1550] validation_0-mae:3998.55566 validation_1-mae:6026.18750 [1551] validation_0-mae:3997.71069 validation_1-mae:6026.50000 [1552] validation_0-mae:3997.16235 validation_1-mae:6026.25293 [1553] validation_0-mae:3996.66333 validation_1-mae:6026.25000 [1554] validation_0-mae:3996.06689 validation_1-mae:6026.06641 [1555] validation_0-mae:3995.89722 validation_1-mae:6026.19434 [1556] validation_0-mae:3995.48438 validation_1-mae:6026.33594 [1557] validation_0-mae:3995.36645 validation_1-mae:6026.35303 [1558] validation_0-mae:3995.19092 validation_1-mae:6026.33008 [1559] validation_0-mae:3994.66235 validation_1-mae:6026.24707 [1560] validation_0-mae:3994.00439 validation_1-mae:6026.56885 [1561] validation_0-mae:3993.04785 validation_1-mae:6026.47656 [1562] validation_0-mae:3992.22778 validation_1-mae:6026.76074 [1563] validation_0-mae:3991.66016 validation_1-mae:6026.94629 [1564] validation_0-mae:3989.97583 validation_1-mae:6026.60938 [1565] validation_0-mae:3989.13281 validation_1-mae:6026.86719 [1566] validation_0-mae:3988.59473 validation_1-mae:6026.91699 [1567] validation_0-mae:3987.31616 validation_1-mae:6026.85059 [1568] validation_0-mae:3986.66797 validation_1-mae:6027.07861 [1569] validation_0-mae:3985.77808 validation_1-mae:6027.21191 [1570] validation_0-mae:3984.74097 validation_1-mae:6027.31445 [1571] validation_0-mae:3984.29150 validation_1-mae:6027.01514 [1572] validation_0-mae:3983.72998 validation_1-mae:6026.88281 [1573] validation_0-mae:3982.73999 validation_1-mae:6026.52686 [1574] validation_0-mae:3981.61255 validation_1-mae:6026.50928 [1575] validation_0-mae:3980.67456 validation_1-mae:6026.43359 [1576] validation_0-mae:3979.77930 validation_1-mae:6026.65478 [1577] validation_0-mae:3979.08252 validation_1-mae:6026.78320 [1578] validation_0-mae:3978.10547 validation_1-mae:6026.54443 [1579] validation_0-mae:3976.84839 validation_1-mae:6026.43359 [1580] validation_0-mae:3975.02197 validation_1-mae:6025.85352 [1581] validation_0-mae:3973.99780 validation_1-mae:6025.56543 [1582] validation_0-mae:3973.33716 validation_1-mae:6025.63232 [1583] validation_0-mae:3972.50708 validation_1-mae:6025.45459 [1584] validation_0-mae:3972.13208 validation_1-mae:6025.43408 [1585] validation_0-mae:3971.58838 validation_1-mae:6025.62353 [1586] validation_0-mae:3971.14478 validation_1-mae:6025.41748 [1587] validation_0-mae:3970.46655 validation_1-mae:6025.33789 [1588] validation_0-mae:3969.49023 validation_1-mae:6025.05615 [1589] validation_0-mae:3969.11304 validation_1-mae:6024.96289 [1590] validation_0-mae:3968.37061 validation_1-mae:6024.66211 [1591] validation_0-mae:3967.34009 validation_1-mae:6024.64258 [1592] validation_0-mae:3966.64795 validation_1-mae:6024.59375 [1593] validation_0-mae:3966.06445 validation_1-mae:6024.75488 [1594] validation_0-mae:3965.65259 validation_1-mae:6024.50684 [1595] validation_0-mae:3965.11890 validation_1-mae:6024.86230 [1596] validation_0-mae:3965.04077 validation_1-mae:6024.88623 [1597] validation_0-mae:3964.42114 validation_1-mae:6024.79004 [1598] validation_0-mae:3963.82349 validation_1-mae:6025.09375 [1599] validation_0-mae:3963.15649 validation_1-mae:6025.30322 [1600] validation_0-mae:3963.14258 validation_1-mae:6025.31982 [1601] validation_0-mae:3962.73047 validation_1-mae:6025.39795 [1602] validation_0-mae:3961.84546 validation_1-mae:6025.50879 [1603] validation_0-mae:3961.12842 validation_1-mae:6025.70117 [1604] validation_0-mae:3960.24292 validation_1-mae:6025.60742 [1605] validation_0-mae:3959.33520 validation_1-mae:6025.48047 [1606] validation_0-mae:3958.18604 validation_1-mae:6025.73291 [1607] validation_0-mae:3957.60596 validation_1-mae:6025.83203 [1608] validation_0-mae:3956.42651 validation_1-mae:6026.20020 [1609] validation_0-mae:3955.81006 validation_1-mae:6026.24805 [1610] validation_0-mae:3954.92456 validation_1-mae:6026.40381 [1611] validation_0-mae:3954.23486 validation_1-mae:6026.43311 [1612] validation_0-mae:3953.69531 validation_1-mae:6026.34522 [1613] validation_0-mae:3952.84229 validation_1-mae:6026.56543 [1614] validation_0-mae:3952.18628 validation_1-mae:6026.72754 [1615] validation_0-mae:3951.23804 validation_1-mae:6026.79932 [1616] validation_0-mae:3950.59619 validation_1-mae:6026.52295 [1617] validation_0-mae:3949.94287 validation_1-mae:6026.87500 [1618] validation_0-mae:3948.99121 validation_1-mae:6026.76074 [1619] validation_0-mae:3948.21265 validation_1-mae:6026.94238 [1620] validation_0-mae:3947.77295 validation_1-mae:6027.01953 [1621] validation_0-mae:3947.36426 validation_1-mae:6026.99121 [1622] validation_0-mae:3946.97925 validation_1-mae:6026.77197 [1623] validation_0-mae:3946.21802 validation_1-mae:6026.92822 [1624] validation_0-mae:3945.38355 validation_1-mae:6026.84863 [1625] validation_0-mae:3944.77563 validation_1-mae:6026.71631 [1626] validation_0-mae:3943.42236 validation_1-mae:6026.87109 [1627] validation_0-mae:3942.88062 validation_1-mae:6026.96973 [1628] validation_0-mae:3941.94995 validation_1-mae:6027.19531 [1629] validation_0-mae:3940.74878 validation_1-mae:6027.34277 [1630] validation_0-mae:3940.01050 validation_1-mae:6027.52295 [1631] validation_0-mae:3939.36645 validation_1-mae:6027.32715 [1632] validation_0-mae:3938.07690 validation_1-mae:6027.57178 [1633] validation_0-mae:3937.23999 validation_1-mae:6027.40478 [1634] validation_0-mae:3936.49902 validation_1-mae:6027.79346 [1635] validation_0-mae:3935.59497 validation_1-mae:6027.94141 [1636] validation_0-mae:3934.58984 validation_1-mae:6027.81934 [1637] validation_0-mae:3934.07495 validation_1-mae:6027.80176 [1638] validation_0-mae:3931.98608 validation_1-mae:6027.45215 [1639] validation_0-mae:3930.77100 validation_1-mae:6026.96582 [1640] validation_0-mae:3929.75513 validation_1-mae:6027.28662 [1641] validation_0-mae:3929.13574 validation_1-mae:6028.01465 [1642] validation_0-mae:3928.46875 validation_1-mae:6028.25049 [1643] validation_0-mae:3927.79175 validation_1-mae:6028.22607 [1644] validation_0-mae:3926.93530 validation_1-mae:6028.24316 [1645] validation_0-mae:3926.19873 validation_1-mae:6028.10059 [1646] validation_0-mae:3925.51001 validation_1-mae:6027.95703 [1647] validation_0-mae:3924.63379 validation_1-mae:6027.93652 [1648] validation_0-mae:3923.48267 validation_1-mae:6028.23096 [1649] validation_0-mae:3922.41528 validation_1-mae:6027.88916 [1650] validation_0-mae:3921.22559 validation_1-mae:6027.98096 [1651] validation_0-mae:3920.86938 validation_1-mae:6028.16211 [1652] validation_0-mae:3920.25903 validation_1-mae:6028.29150 [1653] validation_0-mae:3919.43726 validation_1-mae:6028.54150 [1654] validation_0-mae:3918.22144 validation_1-mae:6028.65820 [1655] validation_0-mae:3917.82178 validation_1-mae:6028.63916 [1656] validation_0-mae:3917.39160 validation_1-mae:6028.61182 [1657] validation_0-mae:3915.88330 validation_1-mae:6028.21045 [1658] validation_0-mae:3914.97583 validation_1-mae:6028.61084 [1659] validation_0-mae:3914.01367 validation_1-mae:6028.55859 [1660] validation_0-mae:3912.89819 validation_1-mae:6028.45020 [1661] validation_0-mae:3911.89258 validation_1-mae:6028.72119 [1662] validation_0-mae:3910.97510 validation_1-mae:6028.91113 [1663] validation_0-mae:3910.04004 validation_1-mae:6029.03272 [1664] validation_0-mae:3909.19165 validation_1-mae:6029.08301 [1665] validation_0-mae:3908.56396 validation_1-mae:6028.87451 [1666] validation_0-mae:3907.60742 validation_1-mae:6029.08008 [1667] validation_0-mae:3906.73267 validation_1-mae:6029.34717 [1668] validation_0-mae:3905.72241 validation_1-mae:6029.54053 [1669] validation_0-mae:3904.79419 validation_1-mae:6029.22022 [1670] validation_0-mae:3903.79736 validation_1-mae:6029.37451 [1671] validation_0-mae:3903.11011 validation_1-mae:6029.38965 [1672] validation_0-mae:3902.16016 validation_1-mae:6029.64502 [1673] validation_0-mae:3901.55029 validation_1-mae:6029.39014 [1674] validation_0-mae:3900.59302 validation_1-mae:6029.10400 [1675] validation_0-mae:3899.78223 validation_1-mae:6029.24805 [1676] validation_0-mae:3899.13867 validation_1-mae:6029.26416 [1677] validation_0-mae:3898.55957 validation_1-mae:6029.06152 [1678] validation_0-mae:3897.51172 validation_1-mae:6029.34619 [1679] validation_0-mae:3896.56372 validation_1-mae:6029.35352 [1680] validation_0-mae:3896.03760 validation_1-mae:6029.51318 [1681] validation_0-mae:3894.94873 validation_1-mae:6029.24805 [1682] validation_0-mae:3894.31812 validation_1-mae:6029.53955 [1683] validation_0-mae:3893.73657 validation_1-mae:6029.78906 [1684] validation_0-mae:3892.74927 validation_1-mae:6029.71826 [1685] validation_0-mae:3892.08447 validation_1-mae:6029.70605 [1686] validation_0-mae:3891.56763 validation_1-mae:6030.18994 [1687] validation_0-mae:3890.83032 validation_1-mae:6030.12500 [1688] validation_0-mae:3889.72168 validation_1-mae:6029.98828 [1689] validation_0-mae:3888.67407 validation_1-mae:6029.97314 [1690] validation_0-mae:3888.13477 validation_1-mae:6029.78711 [1691] validation_0-mae:3887.04224 validation_1-mae:6029.50342 [1692] validation_0-mae:3886.31836 validation_1-mae:6029.60791 [1693] validation_0-mae:3885.59351 validation_1-mae:6029.48584 [1694] validation_0-mae:3884.59473 validation_1-mae:6029.00439 [1695] validation_0-mae:3883.88281 validation_1-mae:6028.73975 [1696] validation_0-mae:3883.07202 validation_1-mae:6028.76904 [1697] validation_0-mae:3881.99878 validation_1-mae:6028.81787 [1698] validation_0-mae:3881.37183 validation_1-mae:6028.83398 [1699] validation_0-mae:3880.81836 validation_1-mae:6029.17920 Dropping: ory [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.80371 validation_1-mae:9622.95019 [14] validation_0-mae:9418.70606 validation_1-mae:9232.35547 [15] validation_0-mae:9084.22363 validation_1-mae:8904.93359 [16] validation_0-mae:8802.57812 validation_1-mae:8633.53809 [17] validation_0-mae:8567.55664 validation_1-mae:8407.92578 [18] validation_0-mae:8374.67871 validation_1-mae:8219.72754 [19] validation_0-mae:8212.46484 validation_1-mae:8065.86133 [20] validation_0-mae:8070.81494 validation_1-mae:7941.24072 [21] validation_0-mae:7947.66357 validation_1-mae:7833.55908 [22] validation_0-mae:7849.03857 validation_1-mae:7744.27344 [23] validation_0-mae:7765.11523 validation_1-mae:7672.74072 [24] validation_0-mae:7681.93457 validation_1-mae:7596.89258 [25] validation_0-mae:7610.31885 validation_1-mae:7535.75488 [26] validation_0-mae:7554.52832 validation_1-mae:7489.08154 [27] validation_0-mae:7495.63965 validation_1-mae:7437.45752 [28] validation_0-mae:7441.85010 validation_1-mae:7389.73730 [29] validation_0-mae:7395.35645 validation_1-mae:7347.51074 [30] validation_0-mae:7349.14111 validation_1-mae:7308.05518 [31] validation_0-mae:7319.31445 validation_1-mae:7288.19629 [32] validation_0-mae:7289.78564 validation_1-mae:7267.68652 [33] validation_0-mae:7253.03613 validation_1-mae:7238.72022 [34] validation_0-mae:7224.37744 validation_1-mae:7219.09522 [35] validation_0-mae:7201.78076 validation_1-mae:7204.44580 [36] validation_0-mae:7181.76562 validation_1-mae:7196.96728 [37] validation_0-mae:7153.54004 validation_1-mae:7173.13623 [38] validation_0-mae:7134.61035 validation_1-mae:7161.44873 [39] validation_0-mae:7116.90332 validation_1-mae:7151.43066 [40] validation_0-mae:7097.44922 validation_1-mae:7140.29883 [41] validation_0-mae:7079.02588 validation_1-mae:7130.06299 [42] validation_0-mae:7063.72559 validation_1-mae:7116.12793 [43] validation_0-mae:7046.37842 validation_1-mae:7103.01514 [44] validation_0-mae:7029.62305 validation_1-mae:7093.84180 [45] validation_0-mae:7006.46484 validation_1-mae:7074.27783 [46] validation_0-mae:6993.10693 validation_1-mae:7067.40186 [47] validation_0-mae:6972.63721 validation_1-mae:7047.87109 [48] validation_0-mae:6959.72949 validation_1-mae:7039.53125 [49] validation_0-mae:6946.22803 validation_1-mae:7028.99756 [50] validation_0-mae:6927.90967 validation_1-mae:7011.88428 [51] validation_0-mae:6915.48389 validation_1-mae:7004.99170 [52] validation_0-mae:6901.91211 validation_1-mae:6996.27393 [53] validation_0-mae:6884.00488 validation_1-mae:6982.53662 [54] validation_0-mae:6866.62061 validation_1-mae:6968.76367 [55] validation_0-mae:6858.45508 validation_1-mae:6962.90381 [56] validation_0-mae:6846.49365 validation_1-mae:6953.88135 [57] validation_0-mae:6830.93603 validation_1-mae:6944.84961 [58] validation_0-mae:6815.09228 validation_1-mae:6933.51807 [59] validation_0-mae:6802.53857 validation_1-mae:6926.18457 [60] validation_0-mae:6791.28760 validation_1-mae:6916.48535 [61] validation_0-mae:6774.01758 validation_1-mae:6901.95996 [62] validation_0-mae:6757.55859 validation_1-mae:6890.95947 [63] validation_0-mae:6745.57031 validation_1-mae:6880.08301 [64] validation_0-mae:6734.46289 validation_1-mae:6870.80811 [65] validation_0-mae:6723.69092 validation_1-mae:6862.85352 [66] validation_0-mae:6712.87744 validation_1-mae:6855.66602 [67] validation_0-mae:6702.66553 validation_1-mae:6845.88574 [68] validation_0-mae:6691.07324 validation_1-mae:6836.25781 [69] validation_0-mae:6681.59717 validation_1-mae:6830.44092 [70] validation_0-mae:6673.42822 validation_1-mae:6825.59522 [71] validation_0-mae:6663.12109 validation_1-mae:6819.57568 [72] validation_0-mae:6649.07812 validation_1-mae:6808.44287 [73] validation_0-mae:6639.18603 validation_1-mae:6801.96875 [74] validation_0-mae:6627.73779 validation_1-mae:6792.45508 [75] validation_0-mae:6619.56445 validation_1-mae:6786.22363 [76] validation_0-mae:6607.86328 validation_1-mae:6780.59912 [77] validation_0-mae:6600.97656 validation_1-mae:6776.20703 [78] validation_0-mae:6590.56055 validation_1-mae:6768.30811 [79] validation_0-mae:6579.31348 validation_1-mae:6759.31055 [80] validation_0-mae:6570.84424 validation_1-mae:6753.24219 [81] validation_0-mae:6566.55957 validation_1-mae:6749.72314 [82] validation_0-mae:6554.56494 validation_1-mae:6742.89062 [83] validation_0-mae:6549.73535 validation_1-mae:6741.83887 [84] validation_0-mae:6541.32812 validation_1-mae:6736.65625 [85] validation_0-mae:6533.86572 validation_1-mae:6731.02539 [86] validation_0-mae:6527.22412 validation_1-mae:6727.47705 [87] validation_0-mae:6520.35156 validation_1-mae:6721.86963 [88] validation_0-mae:6513.04883 validation_1-mae:6715.33789 [89] validation_0-mae:6505.66309 validation_1-mae:6709.66406 [90] validation_0-mae:6498.65186 validation_1-mae:6706.55127 [91] validation_0-mae:6489.82617 validation_1-mae:6701.17432 [92] validation_0-mae:6485.36377 validation_1-mae:6696.84277 [93] validation_0-mae:6474.95166 validation_1-mae:6688.87256 [94] validation_0-mae:6464.68262 validation_1-mae:6681.02734 [95] validation_0-mae:6458.92334 validation_1-mae:6676.12598 [96] validation_0-mae:6455.34473 validation_1-mae:6673.24414 [97] validation_0-mae:6449.19434 validation_1-mae:6669.73828 [98] validation_0-mae:6446.09277 validation_1-mae:6666.79150 [99] validation_0-mae:6441.13525 validation_1-mae:6663.76221 [100] validation_0-mae:6431.56006 validation_1-mae:6657.36475 [101] validation_0-mae:6423.53516 validation_1-mae:6651.67041 [102] validation_0-mae:6418.03760 validation_1-mae:6647.89355 [103] validation_0-mae:6411.71582 validation_1-mae:6643.06543 [104] validation_0-mae:6407.72266 validation_1-mae:6641.28613 [105] validation_0-mae:6402.19092 validation_1-mae:6636.91113 [106] validation_0-mae:6399.49853 validation_1-mae:6634.92773 [107] validation_0-mae:6395.22705 validation_1-mae:6632.95654 [108] validation_0-mae:6387.09228 validation_1-mae:6626.16797 [109] validation_0-mae:6382.11914 validation_1-mae:6622.51562 [110] validation_0-mae:6375.36279 validation_1-mae:6617.95312 [111] validation_0-mae:6373.36475 validation_1-mae:6616.20605 [112] validation_0-mae:6366.87109 validation_1-mae:6612.21484 [113] validation_0-mae:6362.95410 validation_1-mae:6610.30225 [114] validation_0-mae:6352.00684 validation_1-mae:6602.06738 [115] validation_0-mae:6344.77588 validation_1-mae:6595.94385 [116] validation_0-mae:6335.75000 validation_1-mae:6588.09863 [117] validation_0-mae:6331.93945 validation_1-mae:6585.36816 [118] validation_0-mae:6324.93457 validation_1-mae:6581.77441 [119] validation_0-mae:6319.85254 validation_1-mae:6579.06641 [120] validation_0-mae:6313.50293 validation_1-mae:6577.86719 [121] validation_0-mae:6304.38672 validation_1-mae:6572.53223 [122] validation_0-mae:6298.68408 validation_1-mae:6569.81934 [123] validation_0-mae:6294.62061 validation_1-mae:6566.68701 [124] validation_0-mae:6292.12842 validation_1-mae:6564.64404 [125] validation_0-mae:6286.58350 validation_1-mae:6560.20654 [126] validation_0-mae:6280.34082 validation_1-mae:6555.23828 [127] validation_0-mae:6274.54736 validation_1-mae:6553.18311 [128] validation_0-mae:6270.44189 validation_1-mae:6550.01514 [129] validation_0-mae:6266.08447 validation_1-mae:6547.41406 [130] validation_0-mae:6256.66260 validation_1-mae:6542.45020 [131] validation_0-mae:6253.11230 validation_1-mae:6540.63721 [132] validation_0-mae:6248.51611 validation_1-mae:6538.70508 [133] validation_0-mae:6246.61133 validation_1-mae:6537.59228 [134] validation_0-mae:6242.64893 validation_1-mae:6535.10693 [135] validation_0-mae:6236.15967 validation_1-mae:6529.85352 [136] validation_0-mae:6231.16846 validation_1-mae:6526.96143 [137] validation_0-mae:6229.57178 validation_1-mae:6526.40625 [138] validation_0-mae:6224.29004 validation_1-mae:6523.52393 [139] validation_0-mae:6218.09522 validation_1-mae:6520.37598 [140] validation_0-mae:6209.31738 validation_1-mae:6515.56543 [141] validation_0-mae:6205.40478 validation_1-mae:6514.44727 [142] validation_0-mae:6198.00000 validation_1-mae:6507.35156 [143] validation_0-mae:6195.15527 validation_1-mae:6506.47412 [144] validation_0-mae:6189.33643 validation_1-mae:6503.16895 [145] validation_0-mae:6186.21777 validation_1-mae:6503.95703 [146] validation_0-mae:6184.11719 validation_1-mae:6503.26123 [147] validation_0-mae:6180.86670 validation_1-mae:6501.73975 [148] validation_0-mae:6175.12158 validation_1-mae:6498.49170 [149] validation_0-mae:6172.35254 validation_1-mae:6496.72900 [150] validation_0-mae:6168.30518 validation_1-mae:6495.15478 [151] validation_0-mae:6162.98438 validation_1-mae:6492.49756 [152] validation_0-mae:6160.66211 validation_1-mae:6490.67920 [153] validation_0-mae:6157.03272 validation_1-mae:6488.94580 [154] validation_0-mae:6152.52344 validation_1-mae:6484.96728 [155] validation_0-mae:6141.88721 validation_1-mae:6477.57617 [156] validation_0-mae:6138.54590 validation_1-mae:6475.73730 [157] validation_0-mae:6129.54004 validation_1-mae:6471.87549 [158] validation_0-mae:6126.79736 validation_1-mae:6470.31836 [159] validation_0-mae:6124.99414 validation_1-mae:6469.97852 [160] validation_0-mae:6122.68311 validation_1-mae:6468.99072 [161] validation_0-mae:6118.41748 validation_1-mae:6466.56397 [162] validation_0-mae:6115.10498 validation_1-mae:6463.28369 [163] validation_0-mae:6110.62158 validation_1-mae:6462.07471 [164] validation_0-mae:6108.47705 validation_1-mae:6461.26270 [165] validation_0-mae:6105.67627 validation_1-mae:6460.58594 [166] validation_0-mae:6099.71582 validation_1-mae:6457.54297 [167] validation_0-mae:6091.25928 validation_1-mae:6454.34131 [168] validation_0-mae:6085.47705 validation_1-mae:6450.70703 [169] validation_0-mae:6081.87988 validation_1-mae:6449.98828 [170] validation_0-mae:6076.71240 validation_1-mae:6448.18994 [171] validation_0-mae:6073.49072 validation_1-mae:6445.49609 [172] validation_0-mae:6068.86182 validation_1-mae:6442.52734 [173] validation_0-mae:6063.99951 validation_1-mae:6438.90283 [174] validation_0-mae:6059.58301 validation_1-mae:6437.61377 [175] validation_0-mae:6057.73926 validation_1-mae:6437.45801 [176] validation_0-mae:6053.66309 validation_1-mae:6436.90088 [177] validation_0-mae:6051.21143 validation_1-mae:6436.10938 [178] validation_0-mae:6049.56055 validation_1-mae:6436.30469 [179] validation_0-mae:6045.30518 validation_1-mae:6434.19141 [180] validation_0-mae:6041.37207 validation_1-mae:6432.37939 [181] validation_0-mae:6039.29150 validation_1-mae:6431.41504 [182] validation_0-mae:6034.94385 validation_1-mae:6429.44385 [183] validation_0-mae:6032.06738 validation_1-mae:6428.12256 [184] validation_0-mae:6030.30322 validation_1-mae:6427.08496 [185] validation_0-mae:6027.90234 validation_1-mae:6426.41211 [186] validation_0-mae:6025.78613 validation_1-mae:6425.53662 [187] validation_0-mae:6021.92822 validation_1-mae:6424.42725 [188] validation_0-mae:6019.32129 validation_1-mae:6422.25635 [189] validation_0-mae:6015.12158 validation_1-mae:6419.24365 [190] validation_0-mae:6011.32129 validation_1-mae:6417.23828 [191] validation_0-mae:6007.23389 validation_1-mae:6414.82812 [192] validation_0-mae:6003.43701 validation_1-mae:6412.84863 [193] validation_0-mae:5998.21094 validation_1-mae:6408.88672 [194] validation_0-mae:5996.34473 validation_1-mae:6408.36328 [195] validation_0-mae:5993.73389 validation_1-mae:6406.74902 [196] validation_0-mae:5990.91943 validation_1-mae:6407.10889 [197] validation_0-mae:5984.23779 validation_1-mae:6402.30176 [198] validation_0-mae:5981.36279 validation_1-mae:6401.68603 [199] validation_0-mae:5977.90625 validation_1-mae:6401.76904 [200] validation_0-mae:5974.33398 validation_1-mae:6401.06103 [201] validation_0-mae:5966.94336 validation_1-mae:6395.87256 [202] validation_0-mae:5965.23389 validation_1-mae:6396.06006 [203] validation_0-mae:5962.14502 validation_1-mae:6394.97607 [204] validation_0-mae:5960.66016 validation_1-mae:6394.26709 [205] validation_0-mae:5957.98389 validation_1-mae:6393.35107 [206] validation_0-mae:5956.13525 validation_1-mae:6393.11133 [207] validation_0-mae:5954.56641 validation_1-mae:6392.08203 [208] validation_0-mae:5952.18262 validation_1-mae:6390.54492 [209] validation_0-mae:5949.81397 validation_1-mae:6390.32275 [210] validation_0-mae:5946.61621 validation_1-mae:6389.18701 [211] validation_0-mae:5944.76123 validation_1-mae:6388.45459 [212] validation_0-mae:5942.60986 validation_1-mae:6387.93945 [213] validation_0-mae:5941.76221 validation_1-mae:6387.78369 [214] validation_0-mae:5937.88818 validation_1-mae:6386.21728 [215] validation_0-mae:5933.29688 validation_1-mae:6383.68848 [216] validation_0-mae:5929.61768 validation_1-mae:6381.31641 [217] validation_0-mae:5925.82129 validation_1-mae:6379.79980 [218] validation_0-mae:5923.53564 validation_1-mae:6378.70166 [219] validation_0-mae:5919.42285 validation_1-mae:6376.99512 [220] validation_0-mae:5916.07617 validation_1-mae:6375.40674 [221] validation_0-mae:5913.53613 validation_1-mae:6375.49219 [222] validation_0-mae:5909.59277 validation_1-mae:6374.59814 [223] validation_0-mae:5903.27100 validation_1-mae:6372.37988 [224] validation_0-mae:5901.89746 validation_1-mae:6372.12207 [225] validation_0-mae:5898.95996 validation_1-mae:6371.86523 [226] validation_0-mae:5896.30957 validation_1-mae:6371.47314 [227] validation_0-mae:5893.32520 validation_1-mae:6370.58936 [228] validation_0-mae:5887.47900 validation_1-mae:6368.46924 [229] validation_0-mae:5884.75879 validation_1-mae:6367.76855 [230] validation_0-mae:5881.70361 validation_1-mae:6367.68750 [231] validation_0-mae:5878.00293 validation_1-mae:6367.25684 [232] validation_0-mae:5876.58398 validation_1-mae:6366.61328 [233] validation_0-mae:5873.58594 validation_1-mae:6364.29443 [234] validation_0-mae:5869.01172 validation_1-mae:6361.85498 [235] validation_0-mae:5867.35742 validation_1-mae:6361.66895 [236] validation_0-mae:5866.35107 validation_1-mae:6360.93164 [237] validation_0-mae:5864.26855 validation_1-mae:6361.52734 [238] validation_0-mae:5860.09033 validation_1-mae:6360.38379 [239] validation_0-mae:5858.50781 validation_1-mae:6360.33203 [240] validation_0-mae:5855.96728 validation_1-mae:6359.20947 [241] validation_0-mae:5852.76953 validation_1-mae:6358.79395 [242] validation_0-mae:5850.76025 validation_1-mae:6358.57178 [243] validation_0-mae:5848.82861 validation_1-mae:6358.56787 [244] validation_0-mae:5847.25488 validation_1-mae:6358.79883 [245] validation_0-mae:5845.74414 validation_1-mae:6358.92188 [246] validation_0-mae:5842.67822 validation_1-mae:6356.33398 [247] validation_0-mae:5840.13379 validation_1-mae:6354.60156 [248] validation_0-mae:5838.61182 validation_1-mae:6354.28955 [249] validation_0-mae:5837.79541 validation_1-mae:6353.92090 [250] validation_0-mae:5835.07373 validation_1-mae:6352.64795 [251] validation_0-mae:5833.44775 validation_1-mae:6351.66504 [252] validation_0-mae:5831.03223 validation_1-mae:6349.92676 [253] validation_0-mae:5828.28857 validation_1-mae:6348.61084 [254] validation_0-mae:5826.72217 validation_1-mae:6347.76562 [255] validation_0-mae:5823.18848 validation_1-mae:6345.83838 [256] validation_0-mae:5818.27002 validation_1-mae:6343.09131 [257] validation_0-mae:5813.39111 validation_1-mae:6340.27881 [258] validation_0-mae:5812.86572 validation_1-mae:6340.54834 [259] validation_0-mae:5808.22754 validation_1-mae:6338.60938 [260] validation_0-mae:5806.45947 validation_1-mae:6338.53369 [261] validation_0-mae:5803.65625 validation_1-mae:6337.64307 [262] validation_0-mae:5800.70654 validation_1-mae:6337.22803 [263] validation_0-mae:5797.89160 validation_1-mae:6335.99463 [264] validation_0-mae:5794.42285 validation_1-mae:6333.87207 [265] validation_0-mae:5789.91211 validation_1-mae:6331.74268 [266] validation_0-mae:5786.47217 validation_1-mae:6328.76709 [267] validation_0-mae:5783.71484 validation_1-mae:6327.43994 [268] validation_0-mae:5782.35059 validation_1-mae:6327.59228 [269] validation_0-mae:5781.84033 validation_1-mae:6327.97559 [270] validation_0-mae:5779.38867 validation_1-mae:6327.63428 [271] validation_0-mae:5777.52051 validation_1-mae:6326.22510 [272] validation_0-mae:5775.03955 validation_1-mae:6325.88477 [273] validation_0-mae:5772.53467 validation_1-mae:6323.88330 [274] validation_0-mae:5769.56152 validation_1-mae:6322.16748 [275] validation_0-mae:5765.96924 validation_1-mae:6321.38721 [276] validation_0-mae:5764.74609 validation_1-mae:6320.41504 [277] validation_0-mae:5761.21826 validation_1-mae:6318.61328 [278] validation_0-mae:5757.06055 validation_1-mae:6316.58984 [279] validation_0-mae:5754.97461 validation_1-mae:6316.25928 [280] validation_0-mae:5752.53857 validation_1-mae:6315.50928 [281] validation_0-mae:5748.67432 validation_1-mae:6313.52002 [282] validation_0-mae:5744.51416 validation_1-mae:6311.56445 [283] validation_0-mae:5743.85400 validation_1-mae:6311.68457 [284] validation_0-mae:5741.85986 validation_1-mae:6310.26758 [285] validation_0-mae:5741.15967 validation_1-mae:6310.16064 [286] validation_0-mae:5734.58643 validation_1-mae:6308.77441 [287] validation_0-mae:5732.31299 validation_1-mae:6308.34717 [288] validation_0-mae:5727.55811 validation_1-mae:6307.78662 [289] validation_0-mae:5725.47705 validation_1-mae:6307.35742 [290] validation_0-mae:5724.01514 validation_1-mae:6307.73340 [291] validation_0-mae:5722.26221 validation_1-mae:6305.96094 [292] validation_0-mae:5719.97022 validation_1-mae:6304.95264 [293] validation_0-mae:5716.73682 validation_1-mae:6301.95215 [294] validation_0-mae:5713.13916 validation_1-mae:6301.19629 [295] validation_0-mae:5711.16260 validation_1-mae:6300.28613 [296] validation_0-mae:5709.53076 validation_1-mae:6299.78613 [297] validation_0-mae:5707.11328 validation_1-mae:6299.69531 [298] validation_0-mae:5704.29785 validation_1-mae:6298.57959 [299] validation_0-mae:5700.82520 validation_1-mae:6298.67334 [300] validation_0-mae:5698.57861 validation_1-mae:6298.10059 [301] validation_0-mae:5696.91992 validation_1-mae:6297.88916 [302] validation_0-mae:5694.15234 validation_1-mae:6297.66895 [303] validation_0-mae:5693.35840 validation_1-mae:6297.25830 [304] validation_0-mae:5691.26123 validation_1-mae:6296.95850 [305] validation_0-mae:5689.58887 validation_1-mae:6295.81934 [306] validation_0-mae:5687.66113 validation_1-mae:6295.92188 [307] validation_0-mae:5684.62647 validation_1-mae:6293.47461 [308] validation_0-mae:5683.52148 validation_1-mae:6292.87109 [309] validation_0-mae:5680.00781 validation_1-mae:6290.41943 [310] validation_0-mae:5676.54102 validation_1-mae:6289.08008 [311] validation_0-mae:5674.54785 validation_1-mae:6288.99316 [312] validation_0-mae:5671.21240 validation_1-mae:6287.75684 [313] validation_0-mae:5668.64062 validation_1-mae:6287.19971 [314] validation_0-mae:5666.52344 validation_1-mae:6286.86475 [315] validation_0-mae:5663.88037 validation_1-mae:6284.50195 [316] validation_0-mae:5658.37109 validation_1-mae:6282.56787 [317] validation_0-mae:5657.27197 validation_1-mae:6283.31103 [318] validation_0-mae:5655.76318 validation_1-mae:6283.10742 [319] validation_0-mae:5654.24072 validation_1-mae:6282.65430 [320] validation_0-mae:5650.59766 validation_1-mae:6280.14551 [321] validation_0-mae:5649.17334 validation_1-mae:6279.69287 [322] validation_0-mae:5647.80908 validation_1-mae:6279.59473 [323] validation_0-mae:5646.48730 validation_1-mae:6279.68018 [324] validation_0-mae:5643.34570 validation_1-mae:6278.42041 [325] validation_0-mae:5638.76221 validation_1-mae:6275.23047 [326] validation_0-mae:5633.42383 validation_1-mae:6273.88037 [327] validation_0-mae:5629.66797 validation_1-mae:6273.06543 [328] validation_0-mae:5627.75732 validation_1-mae:6272.79102 [329] validation_0-mae:5625.61768 validation_1-mae:6272.09814 [330] validation_0-mae:5622.84228 validation_1-mae:6271.57422 [331] validation_0-mae:5621.92822 validation_1-mae:6271.34912 [332] validation_0-mae:5620.52246 validation_1-mae:6270.53272 [333] validation_0-mae:5618.73730 validation_1-mae:6270.34863 [334] validation_0-mae:5616.85254 validation_1-mae:6269.89893 [335] validation_0-mae:5616.04932 validation_1-mae:6268.96973 [336] validation_0-mae:5613.37305 validation_1-mae:6267.06103 [337] validation_0-mae:5612.20020 validation_1-mae:6266.56348 [338] validation_0-mae:5611.33984 validation_1-mae:6265.89209 [339] validation_0-mae:5609.72607 validation_1-mae:6266.27881 [340] validation_0-mae:5608.40478 validation_1-mae:6265.93115 [341] validation_0-mae:5605.36816 validation_1-mae:6263.62549 [342] validation_0-mae:5602.37207 validation_1-mae:6262.85693 [343] validation_0-mae:5599.73877 validation_1-mae:6262.31689 [344] validation_0-mae:5597.21680 validation_1-mae:6261.63770 [345] validation_0-mae:5595.84375 validation_1-mae:6261.75977 [346] validation_0-mae:5591.33838 validation_1-mae:6258.86621 [347] validation_0-mae:5587.52246 validation_1-mae:6256.49805 [348] validation_0-mae:5584.86865 validation_1-mae:6256.52295 [349] validation_0-mae:5582.61768 validation_1-mae:6255.85205 [350] validation_0-mae:5581.89404 validation_1-mae:6255.53516 [351] validation_0-mae:5580.62500 validation_1-mae:6255.05225 [352] validation_0-mae:5578.00830 validation_1-mae:6254.23926 [353] validation_0-mae:5576.15478 validation_1-mae:6253.14551 [354] validation_0-mae:5574.28174 validation_1-mae:6252.51318 [355] validation_0-mae:5572.48438 validation_1-mae:6252.14307 [356] validation_0-mae:5571.13086 validation_1-mae:6252.74902 [357] validation_0-mae:5569.26123 validation_1-mae:6252.65527 [358] validation_0-mae:5566.83154 validation_1-mae:6252.34033 [359] validation_0-mae:5565.52881 validation_1-mae:6252.29053 [360] validation_0-mae:5559.02930 validation_1-mae:6248.92041 [361] validation_0-mae:5556.41943 validation_1-mae:6249.42285 [362] validation_0-mae:5551.05127 validation_1-mae:6246.80322 [363] validation_0-mae:5545.83838 validation_1-mae:6243.54883 [364] validation_0-mae:5544.32031 validation_1-mae:6242.98340 [365] validation_0-mae:5538.94531 validation_1-mae:6240.94141 [366] validation_0-mae:5535.07568 validation_1-mae:6238.56641 [367] validation_0-mae:5532.75684 validation_1-mae:6238.28516 [368] validation_0-mae:5531.49756 validation_1-mae:6238.80518 [369] validation_0-mae:5529.93408 validation_1-mae:6237.99316 [370] validation_0-mae:5526.56641 validation_1-mae:6236.34473 [371] validation_0-mae:5524.58496 validation_1-mae:6235.88184 [372] validation_0-mae:5521.87842 validation_1-mae:6234.69580 [373] validation_0-mae:5520.23779 validation_1-mae:6234.28369 [374] validation_0-mae:5519.51904 validation_1-mae:6234.08545 [375] validation_0-mae:5516.99316 validation_1-mae:6233.99951 [376] validation_0-mae:5515.99756 validation_1-mae:6233.83203 [377] validation_0-mae:5514.71387 validation_1-mae:6233.80908 [378] validation_0-mae:5512.94287 validation_1-mae:6233.32715 [379] validation_0-mae:5512.15772 validation_1-mae:6232.96777 [380] validation_0-mae:5509.96289 validation_1-mae:6231.95703 [381] validation_0-mae:5507.34424 validation_1-mae:6231.22705 [382] validation_0-mae:5504.10840 validation_1-mae:6230.19873 [383] validation_0-mae:5501.84424 validation_1-mae:6229.08252 [384] validation_0-mae:5500.74219 validation_1-mae:6228.73145 [385] validation_0-mae:5498.05615 validation_1-mae:6229.22510 [386] validation_0-mae:5492.65772 validation_1-mae:6226.48096 [387] validation_0-mae:5490.16895 validation_1-mae:6225.44727 [388] validation_0-mae:5486.79541 validation_1-mae:6224.28955 [389] validation_0-mae:5484.45508 validation_1-mae:6224.14160 [390] validation_0-mae:5479.88477 validation_1-mae:6221.48877 [391] validation_0-mae:5478.21289 validation_1-mae:6221.12109 [392] validation_0-mae:5475.01318 validation_1-mae:6219.01709 [393] validation_0-mae:5472.09082 validation_1-mae:6218.69336 [394] validation_0-mae:5469.88770 validation_1-mae:6219.41309 [395] validation_0-mae:5467.60986 validation_1-mae:6218.64551 [396] validation_0-mae:5465.40918 validation_1-mae:6218.84277 [397] validation_0-mae:5463.17480 validation_1-mae:6218.62158 [398] validation_0-mae:5458.65576 validation_1-mae:6216.01611 [399] validation_0-mae:5456.42480 validation_1-mae:6215.66846 [400] validation_0-mae:5454.04688 validation_1-mae:6215.87988 [401] validation_0-mae:5452.83545 validation_1-mae:6215.52930 [402] validation_0-mae:5449.30469 validation_1-mae:6213.73145 [403] validation_0-mae:5446.49121 validation_1-mae:6213.31885 [404] validation_0-mae:5443.89404 validation_1-mae:6212.58984 [405] validation_0-mae:5442.80469 validation_1-mae:6212.31592 [406] validation_0-mae:5440.39014 validation_1-mae:6211.52051 [407] validation_0-mae:5439.25830 validation_1-mae:6210.87598 [408] validation_0-mae:5438.11523 validation_1-mae:6210.33691 [409] validation_0-mae:5437.49805 validation_1-mae:6210.39600 [410] validation_0-mae:5436.00147 validation_1-mae:6209.97217 [411] validation_0-mae:5434.89502 validation_1-mae:6209.78809 [412] validation_0-mae:5433.20508 validation_1-mae:6209.12744 [413] validation_0-mae:5427.12793 validation_1-mae:6204.72607 [414] validation_0-mae:5425.90381 validation_1-mae:6203.96973 [415] validation_0-mae:5424.42236 validation_1-mae:6203.93945 [416] validation_0-mae:5422.50830 validation_1-mae:6203.22900 [417] validation_0-mae:5420.83496 validation_1-mae:6202.98779 [418] validation_0-mae:5419.91211 validation_1-mae:6202.99072 [419] validation_0-mae:5417.99316 validation_1-mae:6203.54590 [420] validation_0-mae:5416.99951 validation_1-mae:6203.44824 [421] validation_0-mae:5413.17139 validation_1-mae:6201.07568 [422] validation_0-mae:5412.75684 validation_1-mae:6201.37256 [423] validation_0-mae:5410.93603 validation_1-mae:6200.34473 [424] validation_0-mae:5409.35400 validation_1-mae:6200.09375 [425] validation_0-mae:5407.31934 validation_1-mae:6198.64844 [426] validation_0-mae:5406.32373 validation_1-mae:6198.73047 [427] validation_0-mae:5405.02197 validation_1-mae:6198.93848 [428] validation_0-mae:5404.60742 validation_1-mae:6198.70996 [429] validation_0-mae:5402.41553 validation_1-mae:6198.69580 [430] validation_0-mae:5401.20605 validation_1-mae:6198.62891 [431] validation_0-mae:5400.08105 validation_1-mae:6198.39355 [432] validation_0-mae:5396.18066 validation_1-mae:6197.50000 [433] validation_0-mae:5393.57666 validation_1-mae:6195.81055 [434] validation_0-mae:5393.30615 validation_1-mae:6195.73633 [435] validation_0-mae:5391.61572 validation_1-mae:6195.53272 [436] validation_0-mae:5390.36182 validation_1-mae:6195.26465 [437] validation_0-mae:5385.58936 validation_1-mae:6193.08203 [438] validation_0-mae:5383.88965 validation_1-mae:6192.16992 [439] validation_0-mae:5383.24756 validation_1-mae:6191.98389 [440] validation_0-mae:5382.97607 validation_1-mae:6192.20703 [441] validation_0-mae:5380.35059 validation_1-mae:6190.29688 [442] validation_0-mae:5379.11279 validation_1-mae:6189.92285 [443] validation_0-mae:5377.04297 validation_1-mae:6190.00391 [444] validation_0-mae:5375.33203 validation_1-mae:6189.10303 [445] validation_0-mae:5373.67236 validation_1-mae:6188.67871 [446] validation_0-mae:5372.37109 validation_1-mae:6188.89307 [447] validation_0-mae:5369.17920 validation_1-mae:6187.61084 [448] validation_0-mae:5365.88086 validation_1-mae:6187.19238 [449] validation_0-mae:5364.52734 validation_1-mae:6186.93408 [450] validation_0-mae:5362.70068 validation_1-mae:6186.37402 [451] validation_0-mae:5359.82227 validation_1-mae:6184.88135 [452] validation_0-mae:5358.81397 validation_1-mae:6184.82275 [453] validation_0-mae:5357.03516 validation_1-mae:6184.35693 [454] validation_0-mae:5355.54150 validation_1-mae:6184.29590 [455] validation_0-mae:5354.69727 validation_1-mae:6183.91455 [456] validation_0-mae:5353.49121 validation_1-mae:6183.99414 [457] validation_0-mae:5351.49121 validation_1-mae:6183.39648 [458] validation_0-mae:5350.91553 validation_1-mae:6183.20801 [459] validation_0-mae:5349.73242 validation_1-mae:6183.08301 [460] validation_0-mae:5348.22803 validation_1-mae:6183.73877 [461] validation_0-mae:5348.01172 validation_1-mae:6183.74219 [462] validation_0-mae:5346.28906 validation_1-mae:6183.32812 [463] validation_0-mae:5344.76025 validation_1-mae:6183.64697 [464] validation_0-mae:5344.17725 validation_1-mae:6183.41748 [465] validation_0-mae:5343.12598 validation_1-mae:6183.20898 [466] validation_0-mae:5341.75391 validation_1-mae:6182.81201 [467] validation_0-mae:5340.47998 validation_1-mae:6182.87402 [468] validation_0-mae:5336.21777 validation_1-mae:6182.13721 [469] validation_0-mae:5334.81299 validation_1-mae:6182.25293 [470] validation_0-mae:5333.73730 validation_1-mae:6182.09082 [471] validation_0-mae:5329.83447 validation_1-mae:6180.92236 [472] validation_0-mae:5328.71973 validation_1-mae:6180.90918 [473] validation_0-mae:5328.51172 validation_1-mae:6180.90527 [474] validation_0-mae:5327.24902 validation_1-mae:6180.23291 [475] validation_0-mae:5325.60352 validation_1-mae:6179.91406 [476] validation_0-mae:5324.28076 validation_1-mae:6179.94336 [477] validation_0-mae:5319.75488 validation_1-mae:6177.07861 [478] validation_0-mae:5317.26758 validation_1-mae:6175.52002 [479] validation_0-mae:5314.40723 validation_1-mae:6175.43359 [480] validation_0-mae:5312.21240 validation_1-mae:6174.69678 [481] validation_0-mae:5308.58789 validation_1-mae:6174.84863 [482] validation_0-mae:5306.37353 validation_1-mae:6174.51855 [483] validation_0-mae:5305.72852 validation_1-mae:6174.36865 [484] validation_0-mae:5304.49268 validation_1-mae:6174.12207 [485] validation_0-mae:5302.12061 validation_1-mae:6174.12012 [486] validation_0-mae:5298.25000 validation_1-mae:6172.95605 [487] validation_0-mae:5293.32178 validation_1-mae:6169.96240 [488] validation_0-mae:5291.96240 validation_1-mae:6169.35596 [489] validation_0-mae:5289.42725 validation_1-mae:6167.72168 [490] validation_0-mae:5289.22070 validation_1-mae:6167.63721 [491] validation_0-mae:5288.50244 validation_1-mae:6167.90820 [492] validation_0-mae:5287.98633 validation_1-mae:6167.68359 [493] validation_0-mae:5284.92627 validation_1-mae:6166.86523 [494] validation_0-mae:5281.25928 validation_1-mae:6165.08057 [495] validation_0-mae:5279.21777 validation_1-mae:6164.66357 [496] validation_0-mae:5277.66943 validation_1-mae:6165.02148 [497] validation_0-mae:5275.23877 validation_1-mae:6164.14648 [498] validation_0-mae:5272.61768 validation_1-mae:6163.50732 [499] validation_0-mae:5269.57275 validation_1-mae:6163.80273 [500] validation_0-mae:5267.44141 validation_1-mae:6162.86279 [501] validation_0-mae:5266.60840 validation_1-mae:6162.39746 [502] validation_0-mae:5263.75293 validation_1-mae:6161.38135 [503] validation_0-mae:5262.49951 validation_1-mae:6161.18311 [504] validation_0-mae:5262.23486 validation_1-mae:6161.31348 [505] validation_0-mae:5260.54492 validation_1-mae:6161.16553 [506] validation_0-mae:5257.61621 validation_1-mae:6158.64404 [507] validation_0-mae:5256.16650 validation_1-mae:6159.29199 [508] validation_0-mae:5255.46728 validation_1-mae:6159.02686 [509] validation_0-mae:5253.36230 validation_1-mae:6158.22266 [510] validation_0-mae:5251.79883 validation_1-mae:6157.98291 [511] validation_0-mae:5250.89453 validation_1-mae:6157.60449 [512] validation_0-mae:5248.51904 validation_1-mae:6157.33594 [513] validation_0-mae:5245.52051 validation_1-mae:6156.75244 [514] validation_0-mae:5242.35156 validation_1-mae:6157.11768 [515] validation_0-mae:5239.95020 validation_1-mae:6157.15088 [516] validation_0-mae:5238.71289 validation_1-mae:6157.24219 [517] validation_0-mae:5238.50684 validation_1-mae:6157.22705 [518] validation_0-mae:5237.35693 validation_1-mae:6158.02734 [519] validation_0-mae:5235.27441 validation_1-mae:6157.05469 [520] validation_0-mae:5232.89990 validation_1-mae:6156.78516 [521] validation_0-mae:5229.08789 validation_1-mae:6155.61670 [522] validation_0-mae:5226.07031 validation_1-mae:6155.65576 [523] validation_0-mae:5223.18897 validation_1-mae:6154.92041 [524] validation_0-mae:5220.74170 validation_1-mae:6154.64990 [525] validation_0-mae:5218.35693 validation_1-mae:6153.70605 [526] validation_0-mae:5216.00537 validation_1-mae:6153.47998 [527] validation_0-mae:5213.23682 validation_1-mae:6152.74561 [528] validation_0-mae:5210.97852 validation_1-mae:6153.54248 [529] validation_0-mae:5208.86279 validation_1-mae:6153.25049 [530] validation_0-mae:5205.86670 validation_1-mae:6152.87353 [531] validation_0-mae:5204.27344 validation_1-mae:6152.33594 [532] validation_0-mae:5202.06982 validation_1-mae:6151.60986 [533] validation_0-mae:5199.74365 validation_1-mae:6149.59180 [534] validation_0-mae:5196.15625 validation_1-mae:6148.73584 [535] validation_0-mae:5193.20117 validation_1-mae:6146.56103 [536] validation_0-mae:5189.93115 validation_1-mae:6146.61816 [537] validation_0-mae:5188.28857 validation_1-mae:6146.56738 [538] validation_0-mae:5186.17139 validation_1-mae:6145.72803 [539] validation_0-mae:5183.80273 validation_1-mae:6145.12793 [540] validation_0-mae:5182.21777 validation_1-mae:6144.12402 [541] validation_0-mae:5180.54932 validation_1-mae:6144.12402 [542] validation_0-mae:5179.54443 validation_1-mae:6144.15039 [543] validation_0-mae:5177.31152 validation_1-mae:6143.18506 [544] validation_0-mae:5175.93066 validation_1-mae:6142.66699 [545] validation_0-mae:5171.94629 validation_1-mae:6141.03467 [546] validation_0-mae:5170.20605 validation_1-mae:6140.48340 [547] validation_0-mae:5166.95410 validation_1-mae:6140.97412 [548] validation_0-mae:5164.34961 validation_1-mae:6140.10156 [549] validation_0-mae:5161.52393 validation_1-mae:6139.10156 [550] validation_0-mae:5159.82764 validation_1-mae:6138.87793 [551] validation_0-mae:5158.59228 validation_1-mae:6138.35645 [552] validation_0-mae:5157.51123 validation_1-mae:6138.06299 [553] validation_0-mae:5156.66504 validation_1-mae:6137.50732 [554] validation_0-mae:5156.12402 validation_1-mae:6137.04688 [555] validation_0-mae:5155.18359 validation_1-mae:6136.78809 [556] validation_0-mae:5153.55811 validation_1-mae:6135.96680 [557] validation_0-mae:5151.56787 validation_1-mae:6135.25830 [558] validation_0-mae:5149.86328 validation_1-mae:6134.90137 [559] validation_0-mae:5146.63916 validation_1-mae:6134.04492 [560] validation_0-mae:5144.97363 validation_1-mae:6134.11426 [561] validation_0-mae:5141.78564 validation_1-mae:6133.36963 [562] validation_0-mae:5139.71582 validation_1-mae:6133.88623 [563] validation_0-mae:5138.58301 validation_1-mae:6133.82031 [564] validation_0-mae:5137.44678 validation_1-mae:6133.56641 [565] validation_0-mae:5136.24561 validation_1-mae:6133.65869 [566] validation_0-mae:5133.95264 validation_1-mae:6132.72998 [567] validation_0-mae:5132.55566 validation_1-mae:6133.05420 [568] validation_0-mae:5130.95557 validation_1-mae:6133.82129 [569] validation_0-mae:5130.40869 validation_1-mae:6133.73340 [570] validation_0-mae:5129.56348 validation_1-mae:6133.33691 [571] validation_0-mae:5128.86426 validation_1-mae:6133.37158 [572] validation_0-mae:5127.25293 validation_1-mae:6133.47217 [573] validation_0-mae:5125.82666 validation_1-mae:6133.04492 [574] validation_0-mae:5124.39746 validation_1-mae:6132.47803 [575] validation_0-mae:5123.62793 validation_1-mae:6132.39453 [576] validation_0-mae:5123.10498 validation_1-mae:6132.51953 [577] validation_0-mae:5122.56006 validation_1-mae:6132.37647 [578] validation_0-mae:5120.82715 validation_1-mae:6132.17285 [579] validation_0-mae:5119.24902 validation_1-mae:6131.50977 [580] validation_0-mae:5117.28223 validation_1-mae:6130.72461 [581] validation_0-mae:5117.02344 validation_1-mae:6130.76465 [582] validation_0-mae:5116.14746 validation_1-mae:6130.97900 [583] validation_0-mae:5115.20508 validation_1-mae:6131.64111 [584] validation_0-mae:5115.12305 validation_1-mae:6131.57129 [585] validation_0-mae:5113.56201 validation_1-mae:6131.56250 [586] validation_0-mae:5111.24121 validation_1-mae:6131.03418 [587] validation_0-mae:5108.04102 validation_1-mae:6128.92139 [588] validation_0-mae:5106.25342 validation_1-mae:6128.38379 [589] validation_0-mae:5105.62158 validation_1-mae:6127.80811 [590] validation_0-mae:5104.07275 validation_1-mae:6127.57471 [591] validation_0-mae:5102.89746 validation_1-mae:6127.52588 [592] validation_0-mae:5101.90772 validation_1-mae:6127.39893 [593] validation_0-mae:5100.09766 validation_1-mae:6127.82031 [594] validation_0-mae:5099.09766 validation_1-mae:6127.24902 [595] validation_0-mae:5098.57617 validation_1-mae:6127.36768 [596] validation_0-mae:5096.92676 validation_1-mae:6126.74853 [597] validation_0-mae:5093.88770 validation_1-mae:6126.31689 [598] validation_0-mae:5091.49951 validation_1-mae:6125.23242 [599] validation_0-mae:5089.61963 validation_1-mae:6124.90576 [600] validation_0-mae:5086.39990 validation_1-mae:6124.03272 [601] validation_0-mae:5084.18164 validation_1-mae:6123.31738 [602] validation_0-mae:5082.95898 validation_1-mae:6122.49853 [603] validation_0-mae:5080.79785 validation_1-mae:6120.91309 [604] validation_0-mae:5078.29443 validation_1-mae:6120.05469 [605] validation_0-mae:5075.71143 validation_1-mae:6120.97070 [606] validation_0-mae:5074.23584 validation_1-mae:6121.02051 [607] validation_0-mae:5072.41309 validation_1-mae:6120.20459 [608] validation_0-mae:5069.94287 validation_1-mae:6119.48584 [609] validation_0-mae:5069.11670 validation_1-mae:6119.19678 [610] validation_0-mae:5068.28564 validation_1-mae:6118.65869 [611] validation_0-mae:5067.26367 validation_1-mae:6119.09033 [612] validation_0-mae:5065.93066 validation_1-mae:6118.66357 [613] validation_0-mae:5065.73584 validation_1-mae:6118.82178 [614] validation_0-mae:5065.03564 validation_1-mae:6118.85986 [615] validation_0-mae:5063.81348 validation_1-mae:6118.73096 [616] validation_0-mae:5063.69092 validation_1-mae:6118.67822 [617] validation_0-mae:5062.66943 validation_1-mae:6118.42676 [618] validation_0-mae:5061.23438 validation_1-mae:6117.91748 [619] validation_0-mae:5060.79980 validation_1-mae:6117.87451 [620] validation_0-mae:5058.70508 validation_1-mae:6117.84424 [621] validation_0-mae:5057.57666 validation_1-mae:6117.78760 [622] validation_0-mae:5054.52100 validation_1-mae:6117.57812 [623] validation_0-mae:5052.74268 validation_1-mae:6117.16162 [624] validation_0-mae:5050.60938 validation_1-mae:6116.32666 [625] validation_0-mae:5049.69189 validation_1-mae:6116.63037 [626] validation_0-mae:5049.04688 validation_1-mae:6116.92725 [627] validation_0-mae:5045.58838 validation_1-mae:6116.29102 [628] validation_0-mae:5040.86426 validation_1-mae:6113.98389 [629] validation_0-mae:5039.35840 validation_1-mae:6114.11230 [630] validation_0-mae:5037.40820 validation_1-mae:6113.60889 [631] validation_0-mae:5036.38916 validation_1-mae:6113.66895 [632] validation_0-mae:5033.51465 validation_1-mae:6113.01953 [633] validation_0-mae:5032.02588 validation_1-mae:6112.92773 [634] validation_0-mae:5030.56787 validation_1-mae:6113.19385 [635] validation_0-mae:5027.74170 validation_1-mae:6111.58496 [636] validation_0-mae:5026.86279 validation_1-mae:6111.34131 [637] validation_0-mae:5024.09570 validation_1-mae:6111.40430 [638] validation_0-mae:5020.82764 validation_1-mae:6108.43408 [639] validation_0-mae:5019.98291 validation_1-mae:6108.33936 [640] validation_0-mae:5018.12793 validation_1-mae:6108.04102 [641] validation_0-mae:5017.85400 validation_1-mae:6108.06397 [642] validation_0-mae:5017.37402 validation_1-mae:6108.14551 [643] validation_0-mae:5014.90186 validation_1-mae:6108.23877 [644] validation_0-mae:5012.14111 validation_1-mae:6105.90478 [645] validation_0-mae:5010.24609 validation_1-mae:6105.83154 [646] validation_0-mae:5008.86475 validation_1-mae:6105.63086 [647] validation_0-mae:5007.29541 validation_1-mae:6105.91016 [648] validation_0-mae:5006.08398 validation_1-mae:6105.61035 [649] validation_0-mae:5004.38867 validation_1-mae:6105.57422 [650] validation_0-mae:5002.21680 validation_1-mae:6104.66553 [651] validation_0-mae:5000.84766 validation_1-mae:6104.24414 [652] validation_0-mae:4999.50635 validation_1-mae:6104.04590 [653] validation_0-mae:4998.09180 validation_1-mae:6103.64014 [654] validation_0-mae:4995.17480 validation_1-mae:6102.53760 [655] validation_0-mae:4993.38037 validation_1-mae:6102.73340 [656] validation_0-mae:4990.69580 validation_1-mae:6102.11523 [657] validation_0-mae:4988.26074 validation_1-mae:6100.82227 [658] validation_0-mae:4986.91260 validation_1-mae:6099.90918 [659] validation_0-mae:4985.91699 validation_1-mae:6099.61816 [660] validation_0-mae:4984.72900 validation_1-mae:6099.61816 [661] validation_0-mae:4981.56982 validation_1-mae:6099.98584 [662] validation_0-mae:4980.05273 validation_1-mae:6099.46826 [663] validation_0-mae:4978.36768 validation_1-mae:6099.95996 [664] validation_0-mae:4977.05469 validation_1-mae:6100.01074 [665] validation_0-mae:4975.50342 validation_1-mae:6099.77930 [666] validation_0-mae:4973.84131 validation_1-mae:6100.34473 [667] validation_0-mae:4972.29932 validation_1-mae:6099.76465 [668] validation_0-mae:4970.61768 validation_1-mae:6098.99170 [669] validation_0-mae:4969.18457 validation_1-mae:6098.77197 [670] validation_0-mae:4967.90723 validation_1-mae:6098.34180 [671] validation_0-mae:4966.88867 validation_1-mae:6098.24658 [672] validation_0-mae:4965.78027 validation_1-mae:6098.22607 [673] validation_0-mae:4964.57275 validation_1-mae:6098.58838 [674] validation_0-mae:4963.53564 validation_1-mae:6098.25293 [675] validation_0-mae:4963.34814 validation_1-mae:6098.08496 [676] validation_0-mae:4963.00342 validation_1-mae:6097.99268 [677] validation_0-mae:4961.54004 validation_1-mae:6098.29932 [678] validation_0-mae:4959.88574 validation_1-mae:6098.33350 [679] validation_0-mae:4959.57373 validation_1-mae:6098.34228 [680] validation_0-mae:4959.04834 validation_1-mae:6098.11670 [681] validation_0-mae:4957.85010 validation_1-mae:6097.74707 [682] validation_0-mae:4956.21484 validation_1-mae:6096.50439 [683] validation_0-mae:4954.58496 validation_1-mae:6096.59961 [684] validation_0-mae:4953.38281 validation_1-mae:6095.94043 [685] validation_0-mae:4952.33838 validation_1-mae:6095.95996 [686] validation_0-mae:4951.47412 validation_1-mae:6095.99512 [687] validation_0-mae:4951.01904 validation_1-mae:6095.42139 [688] validation_0-mae:4950.13184 validation_1-mae:6095.30420 [689] validation_0-mae:4948.84326 validation_1-mae:6095.69043 [690] validation_0-mae:4947.74072 validation_1-mae:6095.11865 [691] validation_0-mae:4946.89600 validation_1-mae:6094.80713 [692] validation_0-mae:4945.68652 validation_1-mae:6094.39600 [693] validation_0-mae:4944.42627 validation_1-mae:6094.35449 [694] validation_0-mae:4943.30518 validation_1-mae:6094.27393 [695] validation_0-mae:4941.62695 validation_1-mae:6093.61084 [696] validation_0-mae:4940.48389 validation_1-mae:6093.51758 [697] validation_0-mae:4938.11182 validation_1-mae:6093.33936 [698] validation_0-mae:4935.25293 validation_1-mae:6092.74023 [699] validation_0-mae:4933.95898 validation_1-mae:6092.32422 [700] validation_0-mae:4932.41455 validation_1-mae:6091.26318 [701] validation_0-mae:4929.18897 validation_1-mae:6090.97754 [702] validation_0-mae:4927.39062 validation_1-mae:6089.93359 [703] validation_0-mae:4925.76221 validation_1-mae:6089.12939 [704] validation_0-mae:4924.58252 validation_1-mae:6089.27344 [705] validation_0-mae:4922.75879 validation_1-mae:6088.73096 [706] validation_0-mae:4920.85352 validation_1-mae:6089.00830 [707] validation_0-mae:4918.79395 validation_1-mae:6088.79004 [708] validation_0-mae:4917.45215 validation_1-mae:6088.33740 [709] validation_0-mae:4916.87012 validation_1-mae:6088.07178 [710] validation_0-mae:4915.95117 validation_1-mae:6087.82959 [711] validation_0-mae:4914.24414 validation_1-mae:6087.21973 [712] validation_0-mae:4913.00439 validation_1-mae:6087.88867 [713] validation_0-mae:4911.82715 validation_1-mae:6087.43066 [714] validation_0-mae:4909.53076 validation_1-mae:6087.36035 [715] validation_0-mae:4908.71338 validation_1-mae:6087.14795 [716] validation_0-mae:4908.46973 validation_1-mae:6087.25879 [717] validation_0-mae:4906.75195 validation_1-mae:6087.16748 [718] validation_0-mae:4904.93066 validation_1-mae:6086.87744 [719] validation_0-mae:4903.26123 validation_1-mae:6086.43750 [720] validation_0-mae:4901.55225 validation_1-mae:6086.16113 [721] validation_0-mae:4899.81445 validation_1-mae:6086.87988 [722] validation_0-mae:4898.93066 validation_1-mae:6086.54639 [723] validation_0-mae:4897.25293 validation_1-mae:6086.33008 [724] validation_0-mae:4895.24902 validation_1-mae:6084.96289 [725] validation_0-mae:4894.43848 validation_1-mae:6085.10498 [726] validation_0-mae:4894.22070 validation_1-mae:6084.97412 [727] validation_0-mae:4892.24121 validation_1-mae:6084.48389 [728] validation_0-mae:4892.06201 validation_1-mae:6084.29199 [729] validation_0-mae:4891.55957 validation_1-mae:6084.11670 [730] validation_0-mae:4890.70410 validation_1-mae:6083.97266 [731] validation_0-mae:4889.76807 validation_1-mae:6083.98242 [732] validation_0-mae:4888.32227 validation_1-mae:6084.14795 [733] validation_0-mae:4887.00977 validation_1-mae:6084.35742 [734] validation_0-mae:4885.79980 validation_1-mae:6083.75049 [735] validation_0-mae:4885.76953 validation_1-mae:6083.72412 [736] validation_0-mae:4884.57520 validation_1-mae:6083.03662 [737] validation_0-mae:4883.21875 validation_1-mae:6082.78760 [738] validation_0-mae:4880.72363 validation_1-mae:6082.33691 [739] validation_0-mae:4879.67529 validation_1-mae:6082.14453 [740] validation_0-mae:4878.21094 validation_1-mae:6081.44873 [741] validation_0-mae:4877.00147 validation_1-mae:6081.33545 [742] validation_0-mae:4875.11230 validation_1-mae:6081.61914 [743] validation_0-mae:4873.48291 validation_1-mae:6081.55127 [744] validation_0-mae:4870.65478 validation_1-mae:6081.99951 [745] validation_0-mae:4868.71631 validation_1-mae:6080.85400 [746] validation_0-mae:4864.84033 validation_1-mae:6079.90772 [747] validation_0-mae:4862.11035 validation_1-mae:6078.23926 [748] validation_0-mae:4858.40527 validation_1-mae:6076.64453 [749] validation_0-mae:4855.79199 validation_1-mae:6075.57031 [750] validation_0-mae:4853.90625 validation_1-mae:6075.29785 [751] validation_0-mae:4851.91211 validation_1-mae:6075.18701 [752] validation_0-mae:4849.45996 validation_1-mae:6074.39355 [753] validation_0-mae:4847.04932 validation_1-mae:6073.45801 [754] validation_0-mae:4846.11035 validation_1-mae:6073.21680 [755] validation_0-mae:4844.30957 validation_1-mae:6073.53369 [756] validation_0-mae:4842.20166 validation_1-mae:6073.12549 [757] validation_0-mae:4840.17432 validation_1-mae:6072.74658 [758] validation_0-mae:4838.31445 validation_1-mae:6072.05762 [759] validation_0-mae:4836.09228 validation_1-mae:6071.39502 [760] validation_0-mae:4835.10254 validation_1-mae:6070.70459 [761] validation_0-mae:4832.96484 validation_1-mae:6070.31006 [762] validation_0-mae:4831.50000 validation_1-mae:6070.29980 [763] validation_0-mae:4830.30908 validation_1-mae:6069.76709 [764] validation_0-mae:4829.74268 validation_1-mae:6069.50342 [765] validation_0-mae:4828.17969 validation_1-mae:6069.25732 [766] validation_0-mae:4826.23926 validation_1-mae:6068.80078 [767] validation_0-mae:4823.52393 validation_1-mae:6068.54053 [768] validation_0-mae:4822.79443 validation_1-mae:6067.94531 [769] validation_0-mae:4822.19092 validation_1-mae:6067.76660 [770] validation_0-mae:4820.99414 validation_1-mae:6067.44238 [771] validation_0-mae:4819.75244 validation_1-mae:6067.24023 [772] validation_0-mae:4817.57275 validation_1-mae:6066.95020 [773] validation_0-mae:4815.38184 validation_1-mae:6066.77148 [774] validation_0-mae:4812.70410 validation_1-mae:6066.04492 [775] validation_0-mae:4810.18066 validation_1-mae:6066.33838 [776] validation_0-mae:4808.89453 validation_1-mae:6066.48633 [777] validation_0-mae:4807.95703 validation_1-mae:6066.83203 [778] validation_0-mae:4806.59522 validation_1-mae:6066.48730 [779] validation_0-mae:4805.82227 validation_1-mae:6066.58545 [780] validation_0-mae:4804.79492 validation_1-mae:6066.93213 [781] validation_0-mae:4804.00732 validation_1-mae:6067.31348 [782] validation_0-mae:4803.64941 validation_1-mae:6067.16797 [783] validation_0-mae:4802.77783 validation_1-mae:6067.13135 [784] validation_0-mae:4800.69141 validation_1-mae:6066.82275 [785] validation_0-mae:4798.20654 validation_1-mae:6065.61182 [786] validation_0-mae:4796.93652 validation_1-mae:6065.11426 [787] validation_0-mae:4795.42383 validation_1-mae:6065.38281 [788] validation_0-mae:4794.54688 validation_1-mae:6065.31836 [789] validation_0-mae:4793.38965 validation_1-mae:6064.76123 [790] validation_0-mae:4792.28320 validation_1-mae:6064.45557 [791] validation_0-mae:4791.27441 validation_1-mae:6064.17725 [792] validation_0-mae:4790.59912 validation_1-mae:6063.90869 [793] validation_0-mae:4789.87891 validation_1-mae:6063.67969 [794] validation_0-mae:4788.50342 validation_1-mae:6063.61426 [795] validation_0-mae:4787.25732 validation_1-mae:6064.00000 [796] validation_0-mae:4786.18603 validation_1-mae:6064.00293 [797] validation_0-mae:4784.17627 validation_1-mae:6063.57617 [798] validation_0-mae:4782.18457 validation_1-mae:6063.64502 [799] validation_0-mae:4781.29688 validation_1-mae:6063.92871 [800] validation_0-mae:4779.65576 validation_1-mae:6064.32666 [801] validation_0-mae:4779.45801 validation_1-mae:6064.38428 [802] validation_0-mae:4779.16357 validation_1-mae:6064.14941 [803] validation_0-mae:4777.81934 validation_1-mae:6063.87451 [804] validation_0-mae:4776.05664 validation_1-mae:6064.58105 [805] validation_0-mae:4775.24902 validation_1-mae:6064.64600 [806] validation_0-mae:4774.61377 validation_1-mae:6064.72119 [807] validation_0-mae:4773.73438 validation_1-mae:6064.15234 [808] validation_0-mae:4772.14404 validation_1-mae:6064.00488 [809] validation_0-mae:4771.84961 validation_1-mae:6063.98779 [810] validation_0-mae:4771.18750 validation_1-mae:6064.17236 [811] validation_0-mae:4769.69873 validation_1-mae:6063.85156 [812] validation_0-mae:4769.20752 validation_1-mae:6064.22656 [813] validation_0-mae:4767.47900 validation_1-mae:6064.68115 [814] validation_0-mae:4765.52783 validation_1-mae:6065.15820 [815] validation_0-mae:4764.62842 validation_1-mae:6064.98779 [816] validation_0-mae:4763.44873 validation_1-mae:6064.98340 [817] validation_0-mae:4761.25293 validation_1-mae:6066.75635 [818] validation_0-mae:4760.22314 validation_1-mae:6066.70264 [819] validation_0-mae:4758.00879 validation_1-mae:6066.82812 [820] validation_0-mae:4756.05664 validation_1-mae:6066.45508 [821] validation_0-mae:4755.03418 validation_1-mae:6066.19238 [822] validation_0-mae:4753.94873 validation_1-mae:6066.18018 [823] validation_0-mae:4752.22803 validation_1-mae:6066.41992 [824] validation_0-mae:4751.39014 validation_1-mae:6066.39795 [825] validation_0-mae:4748.98389 validation_1-mae:6065.62842 [826] validation_0-mae:4747.03809 validation_1-mae:6065.44971 [827] validation_0-mae:4745.20605 validation_1-mae:6065.05078 [828] validation_0-mae:4742.99512 validation_1-mae:6064.93457 [829] validation_0-mae:4741.58008 validation_1-mae:6064.45215 [830] validation_0-mae:4739.06348 validation_1-mae:6063.80420 [831] validation_0-mae:4736.91553 validation_1-mae:6064.85889 [832] validation_0-mae:4735.44580 validation_1-mae:6064.31201 [833] validation_0-mae:4733.70459 validation_1-mae:6065.19775 [834] validation_0-mae:4731.89307 validation_1-mae:6065.96631 [835] validation_0-mae:4730.98828 validation_1-mae:6066.07715 [836] validation_0-mae:4729.42139 validation_1-mae:6065.85156 [837] validation_0-mae:4727.55566 validation_1-mae:6066.19678 [838] validation_0-mae:4726.65186 validation_1-mae:6066.38086 [839] validation_0-mae:4725.82275 validation_1-mae:6066.83398 [840] validation_0-mae:4725.40137 validation_1-mae:6066.95752 [841] validation_0-mae:4724.22119 validation_1-mae:6067.04150 [842] validation_0-mae:4722.84131 validation_1-mae:6067.11377 [843] validation_0-mae:4721.15137 validation_1-mae:6066.98877 [844] validation_0-mae:4719.29443 validation_1-mae:6066.64893 [845] validation_0-mae:4718.39160 validation_1-mae:6066.65723 [846] validation_0-mae:4718.09473 validation_1-mae:6066.48438 [847] validation_0-mae:4716.70654 validation_1-mae:6066.64014 [848] validation_0-mae:4716.37939 validation_1-mae:6066.52686 [849] validation_0-mae:4715.85938 validation_1-mae:6066.59473 [850] validation_0-mae:4715.68994 validation_1-mae:6066.58887 [851] validation_0-mae:4713.81885 validation_1-mae:6066.05225 [852] validation_0-mae:4712.65381 validation_1-mae:6065.75928 [853] validation_0-mae:4710.09277 validation_1-mae:6065.24316 [854] validation_0-mae:4708.98291 validation_1-mae:6065.18164 [855] validation_0-mae:4707.20459 validation_1-mae:6064.47607 [856] validation_0-mae:4705.50732 validation_1-mae:6063.51025 [857] validation_0-mae:4704.19873 validation_1-mae:6063.66602 [858] validation_0-mae:4701.45898 validation_1-mae:6062.67285 [859] validation_0-mae:4700.33154 validation_1-mae:6062.38965 [860] validation_0-mae:4698.46924 validation_1-mae:6061.74707 [861] validation_0-mae:4697.20020 validation_1-mae:6061.26709 [862] validation_0-mae:4696.05762 validation_1-mae:6061.00732 [863] validation_0-mae:4694.76758 validation_1-mae:6060.62793 [864] validation_0-mae:4693.05908 validation_1-mae:6060.10059 [865] validation_0-mae:4690.93701 validation_1-mae:6059.71387 [866] validation_0-mae:4689.83789 validation_1-mae:6059.93457 [867] validation_0-mae:4687.85449 validation_1-mae:6058.91357 [868] validation_0-mae:4686.23193 validation_1-mae:6058.25488 [869] validation_0-mae:4685.47705 validation_1-mae:6058.42090 [870] validation_0-mae:4684.27734 validation_1-mae:6058.42822 [871] validation_0-mae:4682.77197 validation_1-mae:6058.66357 [872] validation_0-mae:4680.18213 validation_1-mae:6057.58154 [873] validation_0-mae:4677.95557 validation_1-mae:6056.98584 [874] validation_0-mae:4676.97803 validation_1-mae:6057.07275 [875] validation_0-mae:4675.86279 validation_1-mae:6057.21289 [876] validation_0-mae:4674.40186 validation_1-mae:6057.15918 [877] validation_0-mae:4673.69238 validation_1-mae:6057.24609 [878] validation_0-mae:4671.65088 validation_1-mae:6057.40527 [879] validation_0-mae:4671.08789 validation_1-mae:6057.41846 [880] validation_0-mae:4670.11963 validation_1-mae:6057.47119 [881] validation_0-mae:4669.03272 validation_1-mae:6057.31738 [882] validation_0-mae:4667.56934 validation_1-mae:6056.94580 [883] validation_0-mae:4666.08789 validation_1-mae:6056.73779 [884] validation_0-mae:4664.35498 validation_1-mae:6057.08984 [885] validation_0-mae:4662.58105 validation_1-mae:6057.58105 [886] validation_0-mae:4661.35938 validation_1-mae:6057.59863 [887] validation_0-mae:4659.71436 validation_1-mae:6057.32422 [888] validation_0-mae:4658.63086 validation_1-mae:6057.30176 [889] validation_0-mae:4658.19580 validation_1-mae:6057.15967 [890] validation_0-mae:4657.29883 validation_1-mae:6056.26025 [891] validation_0-mae:4655.67236 validation_1-mae:6055.97754 [892] validation_0-mae:4654.50098 validation_1-mae:6055.45703 [893] validation_0-mae:4653.67871 validation_1-mae:6055.45020 [894] validation_0-mae:4652.25439 validation_1-mae:6055.47559 [895] validation_0-mae:4650.40625 validation_1-mae:6055.52734 [896] validation_0-mae:4649.14404 validation_1-mae:6055.19336 [897] validation_0-mae:4648.00732 validation_1-mae:6055.42090 [898] validation_0-mae:4646.74512 validation_1-mae:6055.47900 [899] validation_0-mae:4645.42334 validation_1-mae:6055.48975 [900] validation_0-mae:4644.47217 validation_1-mae:6055.03467 [901] validation_0-mae:4642.40186 validation_1-mae:6054.56299 [902] validation_0-mae:4640.91748 validation_1-mae:6053.70752 [903] validation_0-mae:4639.13184 validation_1-mae:6054.59375 [904] validation_0-mae:4638.23486 validation_1-mae:6054.91699 [905] validation_0-mae:4637.03857 validation_1-mae:6054.66748 [906] validation_0-mae:4635.93262 validation_1-mae:6054.07422 [907] validation_0-mae:4634.53272 validation_1-mae:6054.18799 [908] validation_0-mae:4634.04980 validation_1-mae:6054.19482 [909] validation_0-mae:4632.57422 validation_1-mae:6053.57568 [910] validation_0-mae:4631.14453 validation_1-mae:6053.28320 [911] validation_0-mae:4630.45459 validation_1-mae:6053.26709 [912] validation_0-mae:4629.23877 validation_1-mae:6052.72217 [913] validation_0-mae:4628.26123 validation_1-mae:6052.81006 [914] validation_0-mae:4626.37109 validation_1-mae:6053.18652 [915] validation_0-mae:4625.57471 validation_1-mae:6052.94678 [916] validation_0-mae:4624.34033 validation_1-mae:6052.70557 [917] validation_0-mae:4623.39160 validation_1-mae:6052.84717 [918] validation_0-mae:4622.36963 validation_1-mae:6052.95459 [919] validation_0-mae:4621.80518 validation_1-mae:6053.23340 [920] validation_0-mae:4620.22705 validation_1-mae:6053.63672 [921] validation_0-mae:4619.58398 validation_1-mae:6053.86816 [922] validation_0-mae:4618.49902 validation_1-mae:6053.88135 [923] validation_0-mae:4617.23779 validation_1-mae:6053.48242 [924] validation_0-mae:4616.76221 validation_1-mae:6053.73438 [925] validation_0-mae:4615.45068 validation_1-mae:6053.78369 [926] validation_0-mae:4614.95361 validation_1-mae:6053.64014 [927] validation_0-mae:4614.59570 validation_1-mae:6053.57227 [928] validation_0-mae:4614.07861 validation_1-mae:6053.55859 [929] validation_0-mae:4614.06885 validation_1-mae:6053.61621 [930] validation_0-mae:4613.51758 validation_1-mae:6053.82031 [931] validation_0-mae:4612.66113 validation_1-mae:6054.41992 [932] validation_0-mae:4611.87158 validation_1-mae:6053.95166 [933] validation_0-mae:4610.33887 validation_1-mae:6053.31299 [934] validation_0-mae:4609.03760 validation_1-mae:6053.03955 [935] validation_0-mae:4607.98730 validation_1-mae:6052.77539 [936] validation_0-mae:4605.66260 validation_1-mae:6051.46924 [937] validation_0-mae:4604.21631 validation_1-mae:6051.33936 [938] validation_0-mae:4602.62939 validation_1-mae:6051.36865 [939] validation_0-mae:4601.17090 validation_1-mae:6050.83887 [940] validation_0-mae:4600.39307 validation_1-mae:6050.90820 [941] validation_0-mae:4599.39795 validation_1-mae:6051.36230 [942] validation_0-mae:4597.80078 validation_1-mae:6051.89990 [943] validation_0-mae:4596.80518 validation_1-mae:6051.47168 [944] validation_0-mae:4595.57178 validation_1-mae:6050.57617 [945] validation_0-mae:4593.94873 validation_1-mae:6050.54932 [946] validation_0-mae:4592.65478 validation_1-mae:6050.12647 [947] validation_0-mae:4591.85742 validation_1-mae:6050.24072 [948] validation_0-mae:4591.08203 validation_1-mae:6050.49463 [949] validation_0-mae:4589.88867 validation_1-mae:6050.00391 [950] validation_0-mae:4588.62549 validation_1-mae:6050.12353 [951] validation_0-mae:4587.64307 validation_1-mae:6050.25781 [952] validation_0-mae:4585.28272 validation_1-mae:6049.79004 [953] validation_0-mae:4584.76660 validation_1-mae:6049.62109 [954] validation_0-mae:4584.34375 validation_1-mae:6049.55615 [955] validation_0-mae:4583.62793 validation_1-mae:6049.59961 [956] validation_0-mae:4582.52783 validation_1-mae:6049.86133 [957] validation_0-mae:4581.25830 validation_1-mae:6050.05566 [958] validation_0-mae:4580.54980 validation_1-mae:6050.24805 [959] validation_0-mae:4579.42871 validation_1-mae:6050.23486 [960] validation_0-mae:4579.19287 validation_1-mae:6050.31103 [961] validation_0-mae:4578.46728 validation_1-mae:6050.48926 [962] validation_0-mae:4577.64893 validation_1-mae:6050.47510 [963] validation_0-mae:4575.34717 validation_1-mae:6050.78906 [964] validation_0-mae:4574.20752 validation_1-mae:6050.40137 [965] validation_0-mae:4573.62500 validation_1-mae:6050.59717 [966] validation_0-mae:4572.85645 validation_1-mae:6050.37305 [967] validation_0-mae:4572.33691 validation_1-mae:6050.19287 [968] validation_0-mae:4571.35547 validation_1-mae:6049.34570 [969] validation_0-mae:4570.56201 validation_1-mae:6049.55127 [970] validation_0-mae:4569.51855 validation_1-mae:6050.00635 [971] validation_0-mae:4568.64355 validation_1-mae:6050.07861 [972] validation_0-mae:4567.68945 validation_1-mae:6050.15283 [973] validation_0-mae:4566.07812 validation_1-mae:6049.55029 [974] validation_0-mae:4564.83789 validation_1-mae:6049.98438 [975] validation_0-mae:4562.65381 validation_1-mae:6049.75391 [976] validation_0-mae:4561.83789 validation_1-mae:6049.85938 [977] validation_0-mae:4560.32568 validation_1-mae:6050.54297 [978] validation_0-mae:4558.89453 validation_1-mae:6049.91797 [979] validation_0-mae:4557.43408 validation_1-mae:6049.75684 [980] validation_0-mae:4556.25000 validation_1-mae:6049.36670 [981] validation_0-mae:4554.83984 validation_1-mae:6049.60889 [982] validation_0-mae:4554.05518 validation_1-mae:6049.47217 [983] validation_0-mae:4552.91650 validation_1-mae:6049.20947 [984] validation_0-mae:4552.05518 validation_1-mae:6049.20703 [985] validation_0-mae:4551.30225 validation_1-mae:6049.54150 [986] validation_0-mae:4550.08203 validation_1-mae:6049.09717 [987] validation_0-mae:4549.79053 validation_1-mae:6048.88184 [988] validation_0-mae:4548.96924 validation_1-mae:6048.99561 [989] validation_0-mae:4547.99756 validation_1-mae:6049.07129 [990] validation_0-mae:4546.31982 validation_1-mae:6049.40723 [991] validation_0-mae:4544.98877 validation_1-mae:6049.71436 [992] validation_0-mae:4543.67480 validation_1-mae:6049.37109 [993] validation_0-mae:4542.82520 validation_1-mae:6048.92822 [994] validation_0-mae:4542.28467 validation_1-mae:6049.38037 [995] validation_0-mae:4541.75879 validation_1-mae:6048.60400 [996] validation_0-mae:4540.93359 validation_1-mae:6048.37012 [997] validation_0-mae:4539.28467 validation_1-mae:6047.70752 [998] validation_0-mae:4537.84131 validation_1-mae:6047.82959 [999] validation_0-mae:4536.12109 validation_1-mae:6047.58301 [1000] validation_0-mae:4533.80469 validation_1-mae:6047.43701 [1001] validation_0-mae:4532.52246 validation_1-mae:6047.34277 [1002] validation_0-mae:4531.34912 validation_1-mae:6047.22412 [1003] validation_0-mae:4529.92627 validation_1-mae:6046.63770 [1004] validation_0-mae:4528.46338 validation_1-mae:6046.38574 [1005] validation_0-mae:4527.00293 validation_1-mae:6046.42676 [1006] validation_0-mae:4525.42969 validation_1-mae:6045.74463 [1007] validation_0-mae:4523.64453 validation_1-mae:6046.12647 [1008] validation_0-mae:4521.72803 validation_1-mae:6045.34326 [1009] validation_0-mae:4520.45605 validation_1-mae:6045.29297 [1010] validation_0-mae:4520.24316 validation_1-mae:6045.38721 [1011] validation_0-mae:4519.47412 validation_1-mae:6045.29883 [1012] validation_0-mae:4518.84131 validation_1-mae:6045.37988 [1013] validation_0-mae:4517.84131 validation_1-mae:6045.82617 [1014] validation_0-mae:4517.78369 validation_1-mae:6045.92334 [1015] validation_0-mae:4516.52148 validation_1-mae:6045.37695 [1016] validation_0-mae:4514.99219 validation_1-mae:6045.68848 [1017] validation_0-mae:4513.19287 validation_1-mae:6046.48340 [1018] validation_0-mae:4512.08643 validation_1-mae:6046.43555 [1019] validation_0-mae:4510.69141 validation_1-mae:6047.03906 [1020] validation_0-mae:4508.91992 validation_1-mae:6046.10596 [1021] validation_0-mae:4506.69678 validation_1-mae:6046.26855 [1022] validation_0-mae:4505.00879 validation_1-mae:6046.26270 [1023] validation_0-mae:4503.62256 validation_1-mae:6046.21973 [1024] validation_0-mae:4502.32764 validation_1-mae:6045.84277 [1025] validation_0-mae:4500.88379 validation_1-mae:6045.28662 [1026] validation_0-mae:4499.78125 validation_1-mae:6045.21582 [1027] validation_0-mae:4498.78369 validation_1-mae:6044.99463 [1028] validation_0-mae:4497.94092 validation_1-mae:6044.87598 [1029] validation_0-mae:4497.54297 validation_1-mae:6044.95654 [1030] validation_0-mae:4496.53320 validation_1-mae:6044.78955 [1031] validation_0-mae:4495.96582 validation_1-mae:6045.00928 [1032] validation_0-mae:4495.73193 validation_1-mae:6045.06641 [1033] validation_0-mae:4494.80225 validation_1-mae:6044.93066 [1034] validation_0-mae:4493.63135 validation_1-mae:6044.85840 [1035] validation_0-mae:4492.70459 validation_1-mae:6044.65918 [1036] validation_0-mae:4492.19971 validation_1-mae:6044.38037 [1037] validation_0-mae:4491.26562 validation_1-mae:6044.01367 [1038] validation_0-mae:4491.16211 validation_1-mae:6044.00781 [1039] validation_0-mae:4490.13428 validation_1-mae:6043.65772 [1040] validation_0-mae:4489.14014 validation_1-mae:6043.40918 [1041] validation_0-mae:4488.34277 validation_1-mae:6043.65283 [1042] validation_0-mae:4486.91553 validation_1-mae:6043.19531 [1043] validation_0-mae:4486.05225 validation_1-mae:6042.94238 [1044] validation_0-mae:4485.29785 validation_1-mae:6042.64648 [1045] validation_0-mae:4484.29199 validation_1-mae:6042.95117 [1046] validation_0-mae:4482.76367 validation_1-mae:6043.05371 [1047] validation_0-mae:4481.62842 validation_1-mae:6042.44678 [1048] validation_0-mae:4480.94287 validation_1-mae:6042.43359 [1049] validation_0-mae:4480.77978 validation_1-mae:6042.52978 [1050] validation_0-mae:4480.57422 validation_1-mae:6042.38623 [1051] validation_0-mae:4479.86865 validation_1-mae:6042.17676 [1052] validation_0-mae:4479.35449 validation_1-mae:6042.40039 [1053] validation_0-mae:4478.80078 validation_1-mae:6042.55713 [1054] validation_0-mae:4477.85010 validation_1-mae:6042.23145 [1055] validation_0-mae:4476.59033 validation_1-mae:6041.85254 [1056] validation_0-mae:4474.60742 validation_1-mae:6041.88916 [1057] validation_0-mae:4473.21289 validation_1-mae:6041.62061 [1058] validation_0-mae:4471.85303 validation_1-mae:6041.02588 [1059] validation_0-mae:4470.54004 validation_1-mae:6040.45117 [1060] validation_0-mae:4469.35449 validation_1-mae:6040.30615 [1061] validation_0-mae:4468.74072 validation_1-mae:6040.02344 [1062] validation_0-mae:4468.21289 validation_1-mae:6040.04248 [1063] validation_0-mae:4466.94141 validation_1-mae:6039.72705 [1064] validation_0-mae:4465.10645 validation_1-mae:6039.05615 [1065] validation_0-mae:4463.83789 validation_1-mae:6038.39502 [1066] validation_0-mae:4462.55664 validation_1-mae:6038.40234 [1067] validation_0-mae:4461.23096 validation_1-mae:6038.76270 [1068] validation_0-mae:4460.17041 validation_1-mae:6038.70312 [1069] validation_0-mae:4459.84961 validation_1-mae:6038.76953 [1070] validation_0-mae:4458.88379 validation_1-mae:6038.71533 [1071] validation_0-mae:4458.17871 validation_1-mae:6038.54150 [1072] validation_0-mae:4457.20850 validation_1-mae:6038.31348 [1073] validation_0-mae:4456.53076 validation_1-mae:6038.24365 [1074] validation_0-mae:4455.39258 validation_1-mae:6037.26465 [1075] validation_0-mae:4454.47705 validation_1-mae:6037.23535 [1076] validation_0-mae:4453.65625 validation_1-mae:6037.50293 [1077] validation_0-mae:4453.28516 validation_1-mae:6037.38867 [1078] validation_0-mae:4452.42871 validation_1-mae:6037.57275 [1079] validation_0-mae:4452.39746 validation_1-mae:6037.59131 [1080] validation_0-mae:4452.29541 validation_1-mae:6037.84228 [1081] validation_0-mae:4450.92480 validation_1-mae:6038.03662 [1082] validation_0-mae:4449.95557 validation_1-mae:6037.94971 [1083] validation_0-mae:4449.61426 validation_1-mae:6038.38965 [1084] validation_0-mae:4449.07373 validation_1-mae:6038.72510 [1085] validation_0-mae:4448.20264 validation_1-mae:6038.65283 [1086] validation_0-mae:4446.68603 validation_1-mae:6038.16553 [1087] validation_0-mae:4445.62256 validation_1-mae:6038.78027 [1088] validation_0-mae:4444.65478 validation_1-mae:6038.51562 [1089] validation_0-mae:4443.32178 validation_1-mae:6038.13232 [1090] validation_0-mae:4442.72949 validation_1-mae:6038.41211 [1091] validation_0-mae:4441.94775 validation_1-mae:6038.61475 [1092] validation_0-mae:4441.05957 validation_1-mae:6038.57227 [1093] validation_0-mae:4440.19824 validation_1-mae:6037.97119 [1094] validation_0-mae:4438.27588 validation_1-mae:6038.23779 [1095] validation_0-mae:4436.70020 validation_1-mae:6038.02100 [1096] validation_0-mae:4435.87549 validation_1-mae:6038.22705 [1097] validation_0-mae:4434.07324 validation_1-mae:6037.52393 [1098] validation_0-mae:4432.63037 validation_1-mae:6037.44336 [1099] validation_0-mae:4431.70996 validation_1-mae:6037.26025 [1100] validation_0-mae:4429.67432 validation_1-mae:6036.65332 [1101] validation_0-mae:4427.35791 validation_1-mae:6037.18652 [1102] validation_0-mae:4426.51855 validation_1-mae:6037.20459 [1103] validation_0-mae:4425.78223 validation_1-mae:6037.36670 [1104] validation_0-mae:4424.88330 validation_1-mae:6037.22998 [1105] validation_0-mae:4423.92188 validation_1-mae:6037.23926 [1106] validation_0-mae:4423.10010 validation_1-mae:6036.85938 [1107] validation_0-mae:4421.57764 validation_1-mae:6037.06348 [1108] validation_0-mae:4420.65332 validation_1-mae:6036.99219 [1109] validation_0-mae:4419.86475 validation_1-mae:6036.73535 [1110] validation_0-mae:4418.79590 validation_1-mae:6036.76611 [1111] validation_0-mae:4417.78369 validation_1-mae:6036.87500 [1112] validation_0-mae:4416.97559 validation_1-mae:6036.47607 [1113] validation_0-mae:4416.13770 validation_1-mae:6035.97022 [1114] validation_0-mae:4416.02344 validation_1-mae:6035.83643 [1115] validation_0-mae:4415.40527 validation_1-mae:6036.25977 [1116] validation_0-mae:4414.72559 validation_1-mae:6036.51514 [1117] validation_0-mae:4413.84180 validation_1-mae:6036.41113 [1118] validation_0-mae:4413.14355 validation_1-mae:6036.42969 [1119] validation_0-mae:4412.59717 validation_1-mae:6036.42822 [1120] validation_0-mae:4412.58594 validation_1-mae:6036.46728 [1121] validation_0-mae:4411.35303 validation_1-mae:6035.80713 [1122] validation_0-mae:4409.87256 validation_1-mae:6035.32666 [1123] validation_0-mae:4409.20264 validation_1-mae:6034.84375 [1124] validation_0-mae:4408.72022 validation_1-mae:6034.72949 [1125] validation_0-mae:4408.11865 validation_1-mae:6034.85693 [1126] validation_0-mae:4407.21875 validation_1-mae:6034.57617 [1127] validation_0-mae:4406.17725 validation_1-mae:6034.68506 [1128] validation_0-mae:4404.65674 validation_1-mae:6034.23242 [1129] validation_0-mae:4403.77930 validation_1-mae:6034.07227 [1130] validation_0-mae:4402.76172 validation_1-mae:6033.51514 [1131] validation_0-mae:4401.63428 validation_1-mae:6034.50977 [1132] validation_0-mae:4400.22803 validation_1-mae:6034.92773 [1133] validation_0-mae:4398.87402 validation_1-mae:6035.16406 [1134] validation_0-mae:4397.53760 validation_1-mae:6035.33838 [1135] validation_0-mae:4396.09033 validation_1-mae:6035.85840 [1136] validation_0-mae:4393.94971 validation_1-mae:6035.36230 [1137] validation_0-mae:4390.89355 validation_1-mae:6033.83984 [1138] validation_0-mae:4389.90039 validation_1-mae:6034.35010 [1139] validation_0-mae:4388.62500 validation_1-mae:6034.58447 [1140] validation_0-mae:4387.59082 validation_1-mae:6034.54932 [1141] validation_0-mae:4386.55518 validation_1-mae:6034.93799 [1142] validation_0-mae:4385.15674 validation_1-mae:6034.88232 [1143] validation_0-mae:4384.23291 validation_1-mae:6035.11523 [1144] validation_0-mae:4382.61035 validation_1-mae:6035.50781 [1145] validation_0-mae:4381.46240 validation_1-mae:6035.43213 [1146] validation_0-mae:4379.99853 validation_1-mae:6035.79150 [1147] validation_0-mae:4378.89648 validation_1-mae:6036.22217 [1148] validation_0-mae:4378.64844 validation_1-mae:6036.00147 [1149] validation_0-mae:4377.79004 validation_1-mae:6035.88184 [1150] validation_0-mae:4377.00684 validation_1-mae:6036.21094 [1151] validation_0-mae:4375.41553 validation_1-mae:6035.53272 [1152] validation_0-mae:4374.34766 validation_1-mae:6036.01855 [1153] validation_0-mae:4373.61768 validation_1-mae:6036.10547 [1154] validation_0-mae:4371.68018 validation_1-mae:6035.88135 [1155] validation_0-mae:4369.99853 validation_1-mae:6035.52051 [1156] validation_0-mae:4368.77588 validation_1-mae:6034.95361 [1157] validation_0-mae:4367.78857 validation_1-mae:6034.70361 [1158] validation_0-mae:4366.82959 validation_1-mae:6034.94727 [1159] validation_0-mae:4365.88770 validation_1-mae:6034.97607 [1160] validation_0-mae:4365.24707 validation_1-mae:6034.95068 [1161] validation_0-mae:4364.35645 validation_1-mae:6035.36035 [1162] validation_0-mae:4362.95117 validation_1-mae:6034.92480 [1163] validation_0-mae:4362.01758 validation_1-mae:6034.95459 [1164] validation_0-mae:4360.97168 validation_1-mae:6035.03564 [1165] validation_0-mae:4360.12158 validation_1-mae:6035.26758 [1166] validation_0-mae:4359.49365 validation_1-mae:6035.35986 [1167] validation_0-mae:4357.77197 validation_1-mae:6035.02881 [1168] validation_0-mae:4356.35352 validation_1-mae:6034.93066 [1169] validation_0-mae:4355.85693 validation_1-mae:6034.90527 [1170] validation_0-mae:4353.87256 validation_1-mae:6034.24463 [1171] validation_0-mae:4352.06738 validation_1-mae:6034.17969 [1172] validation_0-mae:4351.25928 validation_1-mae:6034.48926 [1173] validation_0-mae:4350.65332 validation_1-mae:6034.64551 [1174] validation_0-mae:4348.67285 validation_1-mae:6034.83398 [1175] validation_0-mae:4346.71094 validation_1-mae:6035.01953 [1176] validation_0-mae:4345.61230 validation_1-mae:6034.45752 [1177] validation_0-mae:4344.45508 validation_1-mae:6034.06787 [1178] validation_0-mae:4343.15918 validation_1-mae:6033.90674 [1179] validation_0-mae:4341.96875 validation_1-mae:6033.74561 [1180] validation_0-mae:4340.80664 validation_1-mae:6034.61572 [1181] validation_0-mae:4339.76465 validation_1-mae:6034.28125 [1182] validation_0-mae:4338.81152 validation_1-mae:6033.91895 [1183] validation_0-mae:4336.96240 validation_1-mae:6033.31592 [1184] validation_0-mae:4336.11182 validation_1-mae:6033.36572 [1185] validation_0-mae:4334.94141 validation_1-mae:6033.20605 [1186] validation_0-mae:4333.85352 validation_1-mae:6033.62549 [1187] validation_0-mae:4331.95752 validation_1-mae:6034.10596 [1188] validation_0-mae:4330.25391 validation_1-mae:6033.76807 [1189] validation_0-mae:4328.76953 validation_1-mae:6033.36279 [1190] validation_0-mae:4327.62500 validation_1-mae:6033.14062 [1191] validation_0-mae:4327.18359 validation_1-mae:6033.12598 [1192] validation_0-mae:4327.08984 validation_1-mae:6033.20605 [1193] validation_0-mae:4326.68311 validation_1-mae:6033.08838 [1194] validation_0-mae:4325.59717 validation_1-mae:6032.95459 [1195] validation_0-mae:4324.85840 validation_1-mae:6032.91846 [1196] validation_0-mae:4324.85449 validation_1-mae:6032.92236 [1197] validation_0-mae:4323.54492 validation_1-mae:6033.49414 [1198] validation_0-mae:4322.41797 validation_1-mae:6033.73975 [1199] validation_0-mae:4321.08057 validation_1-mae:6034.57568 [1200] validation_0-mae:4319.93897 validation_1-mae:6034.89551 [1201] validation_0-mae:4318.55957 validation_1-mae:6034.58447 [1202] validation_0-mae:4317.21436 validation_1-mae:6034.72510 [1203] validation_0-mae:4316.22119 validation_1-mae:6034.84961 [1204] validation_0-mae:4315.09277 validation_1-mae:6034.45410 [1205] validation_0-mae:4314.34912 validation_1-mae:6034.47803 [1206] validation_0-mae:4313.53418 validation_1-mae:6034.37500 [1207] validation_0-mae:4312.40918 validation_1-mae:6034.45020 [1208] validation_0-mae:4311.22461 validation_1-mae:6034.52197 [1209] validation_0-mae:4310.63184 validation_1-mae:6034.41504 [1210] validation_0-mae:4310.00781 validation_1-mae:6034.44922 [1211] validation_0-mae:4309.45361 validation_1-mae:6034.32861 [1212] validation_0-mae:4308.47607 validation_1-mae:6034.78125 [1213] validation_0-mae:4308.08936 validation_1-mae:6034.60059 [1214] validation_0-mae:4306.95801 validation_1-mae:6034.80225 [1215] validation_0-mae:4305.81152 validation_1-mae:6034.75098 [1216] validation_0-mae:4304.76318 validation_1-mae:6034.55566 [1217] validation_0-mae:4303.84473 validation_1-mae:6034.68701 [1218] validation_0-mae:4302.79688 validation_1-mae:6034.50195 [1219] validation_0-mae:4301.39600 validation_1-mae:6033.81641 [1220] validation_0-mae:4300.57227 validation_1-mae:6033.56055 [1221] validation_0-mae:4299.25244 validation_1-mae:6033.92139 [1222] validation_0-mae:4298.18359 validation_1-mae:6033.62647 [1223] validation_0-mae:4297.18213 validation_1-mae:6033.85059 [1224] validation_0-mae:4296.41211 validation_1-mae:6034.33789 [1225] validation_0-mae:4294.84961 validation_1-mae:6034.20117 [1226] validation_0-mae:4293.43555 validation_1-mae:6034.15332 [1227] validation_0-mae:4292.37012 validation_1-mae:6034.21680 [1228] validation_0-mae:4291.51758 validation_1-mae:6034.62109 [1229] validation_0-mae:4290.90137 validation_1-mae:6034.78955 [1230] validation_0-mae:4290.12793 validation_1-mae:6034.96338 [1231] validation_0-mae:4289.67480 validation_1-mae:6035.34766 [1232] validation_0-mae:4289.16309 validation_1-mae:6035.64111 [1233] validation_0-mae:4288.08496 validation_1-mae:6035.85352 [1234] validation_0-mae:4285.87158 validation_1-mae:6034.99707 [1235] validation_0-mae:4284.67676 validation_1-mae:6034.84961 [1236] validation_0-mae:4283.69336 validation_1-mae:6034.75830 [1237] validation_0-mae:4282.44629 validation_1-mae:6034.12109 [1238] validation_0-mae:4282.08740 validation_1-mae:6034.04834 [1239] validation_0-mae:4281.03662 validation_1-mae:6034.26758 [1240] validation_0-mae:4280.30713 validation_1-mae:6034.21680 [1241] validation_0-mae:4279.24658 validation_1-mae:6034.25244 [1242] validation_0-mae:4278.24512 validation_1-mae:6034.28516 [1243] validation_0-mae:4277.57324 validation_1-mae:6034.21289 [1244] validation_0-mae:4277.06982 validation_1-mae:6034.73730 [1245] validation_0-mae:4276.30615 validation_1-mae:6035.08252 [1246] validation_0-mae:4275.56397 validation_1-mae:6035.00244 [1247] validation_0-mae:4274.56787 validation_1-mae:6034.66309 [1248] validation_0-mae:4273.59277 validation_1-mae:6034.22803 [1249] validation_0-mae:4272.48145 validation_1-mae:6034.16406 [1250] validation_0-mae:4271.36719 validation_1-mae:6034.07666 [1251] validation_0-mae:4270.18701 validation_1-mae:6034.08301 [1252] validation_0-mae:4269.54834 validation_1-mae:6033.97217 [1253] validation_0-mae:4268.18603 validation_1-mae:6033.20117 [1254] validation_0-mae:4267.05859 validation_1-mae:6032.56250 [1255] validation_0-mae:4265.46973 validation_1-mae:6032.37695 [1256] validation_0-mae:4265.14893 validation_1-mae:6032.47559 [1257] validation_0-mae:4264.38232 validation_1-mae:6031.95459 [1258] validation_0-mae:4263.95703 validation_1-mae:6031.91650 [1259] validation_0-mae:4263.12451 validation_1-mae:6032.19971 [1260] validation_0-mae:4261.76270 validation_1-mae:6032.25977 [1261] validation_0-mae:4259.91699 validation_1-mae:6032.62256 [1262] validation_0-mae:4258.45459 validation_1-mae:6033.32568 [1263] validation_0-mae:4256.70752 validation_1-mae:6033.05566 [1264] validation_0-mae:4255.75830 validation_1-mae:6032.72803 [1265] validation_0-mae:4254.75000 validation_1-mae:6031.94531 [1266] validation_0-mae:4254.24707 validation_1-mae:6032.04395 [1267] validation_0-mae:4252.68457 validation_1-mae:6031.81689 [1268] validation_0-mae:4251.52393 validation_1-mae:6031.98779 [1269] validation_0-mae:4250.83545 validation_1-mae:6031.76904 [1270] validation_0-mae:4249.83057 validation_1-mae:6031.62647 [1271] validation_0-mae:4248.45361 validation_1-mae:6031.56934 [1272] validation_0-mae:4247.32959 validation_1-mae:6032.18945 [1273] validation_0-mae:4246.44385 validation_1-mae:6032.31055 [1274] validation_0-mae:4245.11768 validation_1-mae:6032.18359 [1275] validation_0-mae:4244.62402 validation_1-mae:6031.71826 [1276] validation_0-mae:4243.21582 validation_1-mae:6031.38232 [1277] validation_0-mae:4242.32910 validation_1-mae:6031.15137 [1278] validation_0-mae:4241.17334 validation_1-mae:6031.12695 [1279] validation_0-mae:4240.53564 validation_1-mae:6031.27783 [1280] validation_0-mae:4238.84570 validation_1-mae:6030.65820 [1281] validation_0-mae:4238.20020 validation_1-mae:6030.78223 [1282] validation_0-mae:4237.83545 validation_1-mae:6030.87793 [1283] validation_0-mae:4237.35547 validation_1-mae:6030.89941 [1284] validation_0-mae:4236.91650 validation_1-mae:6030.91553 [1285] validation_0-mae:4235.73242 validation_1-mae:6030.49756 [1286] validation_0-mae:4235.18555 validation_1-mae:6030.77881 [1287] validation_0-mae:4234.38721 validation_1-mae:6030.99658 [1288] validation_0-mae:4233.39746 validation_1-mae:6031.08447 [1289] validation_0-mae:4232.13770 validation_1-mae:6031.38184 [1290] validation_0-mae:4232.06250 validation_1-mae:6031.42725 [1291] validation_0-mae:4231.18506 validation_1-mae:6031.14062 [1292] validation_0-mae:4230.05469 validation_1-mae:6030.92432 [1293] validation_0-mae:4229.18457 validation_1-mae:6030.54199 [1294] validation_0-mae:4228.30029 validation_1-mae:6030.64697 [1295] validation_0-mae:4227.26270 validation_1-mae:6030.92432 [1296] validation_0-mae:4226.84033 validation_1-mae:6030.96484 [1297] validation_0-mae:4225.02197 validation_1-mae:6030.83545 [1298] validation_0-mae:4223.89355 validation_1-mae:6031.01660 [1299] validation_0-mae:4222.21191 validation_1-mae:6031.00391 [1300] validation_0-mae:4220.26221 validation_1-mae:6029.70996 [1301] validation_0-mae:4218.36475 validation_1-mae:6029.13135 [1302] validation_0-mae:4217.66406 validation_1-mae:6029.37061 [1303] validation_0-mae:4216.24512 validation_1-mae:6029.87598 [1304] validation_0-mae:4215.62842 validation_1-mae:6030.02637 [1305] validation_0-mae:4213.95752 validation_1-mae:6029.45557 [1306] validation_0-mae:4213.14551 validation_1-mae:6029.59375 [1307] validation_0-mae:4212.47559 validation_1-mae:6029.34424 [1308] validation_0-mae:4211.64307 validation_1-mae:6029.20215 [1309] validation_0-mae:4211.09131 validation_1-mae:6029.08008 [1310] validation_0-mae:4210.20557 validation_1-mae:6029.05518 [1311] validation_0-mae:4209.82520 validation_1-mae:6029.27246 [1312] validation_0-mae:4208.25732 validation_1-mae:6029.46094 [1313] validation_0-mae:4207.94238 validation_1-mae:6029.55322 [1314] validation_0-mae:4207.02539 validation_1-mae:6029.35938 [1315] validation_0-mae:4206.08643 validation_1-mae:6029.18262 [1316] validation_0-mae:4205.25879 validation_1-mae:6029.07666 [1317] validation_0-mae:4203.99316 validation_1-mae:6028.85449 [1318] validation_0-mae:4203.45557 validation_1-mae:6028.64014 [1319] validation_0-mae:4202.85693 validation_1-mae:6029.15625 [1320] validation_0-mae:4202.27637 validation_1-mae:6028.90478 [1321] validation_0-mae:4201.55127 validation_1-mae:6028.94434 [1322] validation_0-mae:4200.35645 validation_1-mae:6028.88037 [1323] validation_0-mae:4199.39600 validation_1-mae:6029.36621 [1324] validation_0-mae:4199.00049 validation_1-mae:6029.63916 [1325] validation_0-mae:4198.79443 validation_1-mae:6029.54199 [1326] validation_0-mae:4198.54199 validation_1-mae:6029.58301 [1327] validation_0-mae:4197.49463 validation_1-mae:6029.87207 [1328] validation_0-mae:4197.10645 validation_1-mae:6029.77783 [1329] validation_0-mae:4196.59473 validation_1-mae:6029.74951 [1330] validation_0-mae:4195.81397 validation_1-mae:6029.67676 [1331] validation_0-mae:4194.93115 validation_1-mae:6029.42822 [1332] validation_0-mae:4193.98486 validation_1-mae:6029.32080 [1333] validation_0-mae:4193.50244 validation_1-mae:6029.39355 [1334] validation_0-mae:4193.04590 validation_1-mae:6029.18994 [1335] validation_0-mae:4192.70264 validation_1-mae:6029.25732 [1336] validation_0-mae:4191.07275 validation_1-mae:6028.95068 [1337] validation_0-mae:4190.56689 validation_1-mae:6028.98975 [1338] validation_0-mae:4190.15869 validation_1-mae:6028.87744 [1339] validation_0-mae:4189.91309 validation_1-mae:6028.81738 [1340] validation_0-mae:4189.07178 validation_1-mae:6028.76953 [1341] validation_0-mae:4187.94629 validation_1-mae:6028.87598 [1342] validation_0-mae:4186.22266 validation_1-mae:6028.89111 [1343] validation_0-mae:4185.92432 validation_1-mae:6028.95410 [1344] validation_0-mae:4185.07715 validation_1-mae:6028.81055 [1345] validation_0-mae:4184.05908 validation_1-mae:6029.05371 [1346] validation_0-mae:4183.14453 validation_1-mae:6029.01855 [1347] validation_0-mae:4182.70020 validation_1-mae:6028.87793 [1348] validation_0-mae:4181.71094 validation_1-mae:6028.88379 [1349] validation_0-mae:4180.85791 validation_1-mae:6029.03320 [1350] validation_0-mae:4180.62891 validation_1-mae:6028.89453 [1351] validation_0-mae:4179.85205 validation_1-mae:6028.46924 [1352] validation_0-mae:4178.98193 validation_1-mae:6028.66406 [1353] validation_0-mae:4177.92920 validation_1-mae:6028.47852 [1354] validation_0-mae:4176.77441 validation_1-mae:6028.72022 [1355] validation_0-mae:4175.38330 validation_1-mae:6029.37988 [1356] validation_0-mae:4174.59277 validation_1-mae:6029.25781 [1357] validation_0-mae:4173.94873 validation_1-mae:6029.07129 [1358] validation_0-mae:4173.07910 validation_1-mae:6029.07373 [1359] validation_0-mae:4172.37012 validation_1-mae:6029.12012 [1360] validation_0-mae:4171.75147 validation_1-mae:6028.96045 [1361] validation_0-mae:4171.07666 validation_1-mae:6029.22314 [1362] validation_0-mae:4170.22217 validation_1-mae:6029.13818 [1363] validation_0-mae:4169.17529 validation_1-mae:6028.75684 [1364] validation_0-mae:4168.73096 validation_1-mae:6028.86084 [1365] validation_0-mae:4168.35156 validation_1-mae:6028.74219 [1366] validation_0-mae:4168.19482 validation_1-mae:6028.68164 [1367] validation_0-mae:4167.00684 validation_1-mae:6028.79443 [1368] validation_0-mae:4166.38770 validation_1-mae:6028.83350 [1369] validation_0-mae:4165.69238 validation_1-mae:6028.98682 [1370] validation_0-mae:4165.48779 validation_1-mae:6028.89746 [1371] validation_0-mae:4165.19336 validation_1-mae:6028.82471 [1372] validation_0-mae:4164.35889 validation_1-mae:6029.03076 [1373] validation_0-mae:4163.62598 validation_1-mae:6028.90576 [1374] validation_0-mae:4162.89307 validation_1-mae:6028.80859 [1375] validation_0-mae:4162.15674 validation_1-mae:6029.03711 [1376] validation_0-mae:4160.86084 validation_1-mae:6029.30469 [1377] validation_0-mae:4159.79834 validation_1-mae:6028.95508 [1378] validation_0-mae:4158.67480 validation_1-mae:6029.13818 [1379] validation_0-mae:4157.71338 validation_1-mae:6029.21240 [1380] validation_0-mae:4156.80078 validation_1-mae:6028.91895 [1381] validation_0-mae:4156.25928 validation_1-mae:6029.07031 [1382] validation_0-mae:4155.66406 validation_1-mae:6029.14893 [1383] validation_0-mae:4154.85742 validation_1-mae:6029.63330 [1384] validation_0-mae:4154.36523 validation_1-mae:6029.97070 [1385] validation_0-mae:4153.01367 validation_1-mae:6029.64697 [1386] validation_0-mae:4152.39111 validation_1-mae:6029.59570 [1387] validation_0-mae:4151.79736 validation_1-mae:6030.02637 [1388] validation_0-mae:4150.98047 validation_1-mae:6029.95850 [1389] validation_0-mae:4149.80420 validation_1-mae:6030.21533 [1390] validation_0-mae:4149.37451 validation_1-mae:6030.26465 [1391] validation_0-mae:4147.99121 validation_1-mae:6030.05273 [1392] validation_0-mae:4146.65088 validation_1-mae:6030.52490 [1393] validation_0-mae:4145.25977 validation_1-mae:6030.52637 [1394] validation_0-mae:4144.42334 validation_1-mae:6030.79297 [1395] validation_0-mae:4142.75000 validation_1-mae:6031.16797 [1396] validation_0-mae:4141.77100 validation_1-mae:6031.16650 [1397] validation_0-mae:4139.95215 validation_1-mae:6030.28516 [1398] validation_0-mae:4139.36182 validation_1-mae:6029.89502 [1399] validation_0-mae:4137.80859 validation_1-mae:6029.10156 [1400] validation_0-mae:4136.54492 validation_1-mae:6028.23975 [1401] validation_0-mae:4135.26074 validation_1-mae:6028.14648 [1402] validation_0-mae:4134.47070 validation_1-mae:6028.11670 [1403] validation_0-mae:4133.61328 validation_1-mae:6028.02197 [1404] validation_0-mae:4133.10205 validation_1-mae:6028.21728 [1405] validation_0-mae:4132.45215 validation_1-mae:6028.12647 [1406] validation_0-mae:4131.95947 validation_1-mae:6028.64258 [1407] validation_0-mae:4131.23730 validation_1-mae:6028.37109 [1408] validation_0-mae:4129.75000 validation_1-mae:6027.93603 [1409] validation_0-mae:4129.01855 validation_1-mae:6027.91406 [1410] validation_0-mae:4128.03418 validation_1-mae:6027.87500 [1411] validation_0-mae:4126.81445 validation_1-mae:6028.08398 [1412] validation_0-mae:4126.27295 validation_1-mae:6027.97461 [1413] validation_0-mae:4125.34033 validation_1-mae:6027.81103 [1414] validation_0-mae:4124.82666 validation_1-mae:6027.58057 [1415] validation_0-mae:4124.31738 validation_1-mae:6027.77051 [1416] validation_0-mae:4123.69727 validation_1-mae:6027.53516 [1417] validation_0-mae:4123.15869 validation_1-mae:6027.82422 [1418] validation_0-mae:4123.10791 validation_1-mae:6027.84961 [1419] validation_0-mae:4122.43848 validation_1-mae:6028.13721 [1420] validation_0-mae:4121.70264 validation_1-mae:6028.50098 [1421] validation_0-mae:4120.90088 validation_1-mae:6028.44531 [1422] validation_0-mae:4120.27246 validation_1-mae:6028.48633 [1423] validation_0-mae:4119.85400 validation_1-mae:6028.63672 [1424] validation_0-mae:4119.58447 validation_1-mae:6028.64062 [1425] validation_0-mae:4119.40820 validation_1-mae:6028.49463 [1426] validation_0-mae:4118.41895 validation_1-mae:6028.49805 [1427] validation_0-mae:4117.46973 validation_1-mae:6028.54443 [1428] validation_0-mae:4116.73047 validation_1-mae:6028.62256 [1429] validation_0-mae:4116.05420 validation_1-mae:6029.07373 [1430] validation_0-mae:4115.76221 validation_1-mae:6028.87451 [1431] validation_0-mae:4115.75049 validation_1-mae:6028.88818 [1432] validation_0-mae:4115.00586 validation_1-mae:6028.92139 [1433] validation_0-mae:4114.70312 validation_1-mae:6028.79785 [1434] validation_0-mae:4113.66211 validation_1-mae:6028.25342 [1435] validation_0-mae:4113.35254 validation_1-mae:6028.31787 [1436] validation_0-mae:4112.78418 validation_1-mae:6028.55322 [1437] validation_0-mae:4112.52051 validation_1-mae:6028.47461 [1438] validation_0-mae:4111.73779 validation_1-mae:6028.89600 [1439] validation_0-mae:4111.04932 validation_1-mae:6029.18311 [1440] validation_0-mae:4110.15430 validation_1-mae:6029.37500 [1441] validation_0-mae:4109.42139 validation_1-mae:6029.27978 [1442] validation_0-mae:4108.20166 validation_1-mae:6028.96338 [1443] validation_0-mae:4107.36865 validation_1-mae:6029.04639 [1444] validation_0-mae:4106.50293 validation_1-mae:6029.56641 [1445] validation_0-mae:4105.45166 validation_1-mae:6029.20850 [1446] validation_0-mae:4104.60449 validation_1-mae:6028.76709 [1447] validation_0-mae:4103.04541 validation_1-mae:6029.68506 [1448] validation_0-mae:4102.41553 validation_1-mae:6029.60938 [1449] validation_0-mae:4101.69824 validation_1-mae:6030.12793 [1450] validation_0-mae:4101.03564 validation_1-mae:6030.34863 [1451] validation_0-mae:4100.10205 validation_1-mae:6030.26367 [1452] validation_0-mae:4099.78223 validation_1-mae:6030.56201 [1453] validation_0-mae:4099.15478 validation_1-mae:6030.58398 [1454] validation_0-mae:4098.16650 validation_1-mae:6030.16162 [1455] validation_0-mae:4096.82227 validation_1-mae:6030.71484 [1456] validation_0-mae:4095.73853 validation_1-mae:6030.54199 [1457] validation_0-mae:4094.30029 validation_1-mae:6030.62500 [1458] validation_0-mae:4093.68945 validation_1-mae:6030.13672 [1459] validation_0-mae:4092.52612 validation_1-mae:6029.83301 [1460] validation_0-mae:4090.91968 validation_1-mae:6029.36865 [1461] validation_0-mae:4090.04590 validation_1-mae:6029.39941 [1462] validation_0-mae:4089.30395 validation_1-mae:6029.34717 [1463] validation_0-mae:4088.89819 validation_1-mae:6029.20068 [1464] validation_0-mae:4087.84863 validation_1-mae:6029.21240 [1465] validation_0-mae:4087.12695 validation_1-mae:6029.34570 [1466] validation_0-mae:4085.96216 validation_1-mae:6029.17578 [1467] validation_0-mae:4085.33789 validation_1-mae:6029.32520 [1468] validation_0-mae:4084.67090 validation_1-mae:6029.18262 [1469] validation_0-mae:4083.93140 validation_1-mae:6029.23291 [1470] validation_0-mae:4083.35278 validation_1-mae:6028.97559 [1471] validation_0-mae:4082.45386 validation_1-mae:6029.04199 [1472] validation_0-mae:4081.63769 validation_1-mae:6029.01270 [1473] validation_0-mae:4080.97900 validation_1-mae:6029.01465 [1474] validation_0-mae:4080.05762 validation_1-mae:6028.99463 [1475] validation_0-mae:4079.31689 validation_1-mae:6029.07471 [1476] validation_0-mae:4078.94775 validation_1-mae:6029.32275 [1477] validation_0-mae:4078.33716 validation_1-mae:6029.37695 [1478] validation_0-mae:4077.65820 validation_1-mae:6029.49756 [1479] validation_0-mae:4076.78809 validation_1-mae:6029.23096 [1480] validation_0-mae:4075.74487 validation_1-mae:6028.99268 [1481] validation_0-mae:4074.59058 validation_1-mae:6028.53760 [1482] validation_0-mae:4074.06372 validation_1-mae:6028.68799 [1483] validation_0-mae:4073.41480 validation_1-mae:6028.39209 [1484] validation_0-mae:4072.90503 validation_1-mae:6028.38428 [1485] validation_0-mae:4071.27075 validation_1-mae:6028.03564 [1486] validation_0-mae:4069.93628 validation_1-mae:6028.35791 [1487] validation_0-mae:4068.36719 validation_1-mae:6028.02539 [1488] validation_0-mae:4067.64062 validation_1-mae:6027.70752 [1489] validation_0-mae:4066.47144 validation_1-mae:6027.42334 [1490] validation_0-mae:4064.75513 validation_1-mae:6027.11475 [1491] validation_0-mae:4063.43970 validation_1-mae:6027.43359 [1492] validation_0-mae:4062.43262 validation_1-mae:6028.17285 [1493] validation_0-mae:4060.79517 validation_1-mae:6028.30762 [1494] validation_0-mae:4059.81763 validation_1-mae:6028.02637 [1495] validation_0-mae:4058.92163 validation_1-mae:6028.16650 [1496] validation_0-mae:4057.91797 validation_1-mae:6027.48682 [1497] validation_0-mae:4057.30054 validation_1-mae:6027.37744 [1498] validation_0-mae:4056.37012 validation_1-mae:6026.94043 [1499] validation_0-mae:4056.20679 validation_1-mae:6027.09180 [1500] validation_0-mae:4054.91943 validation_1-mae:6027.76562 [1501] validation_0-mae:4054.09155 validation_1-mae:6027.82812 [1502] validation_0-mae:4053.39087 validation_1-mae:6027.77783 [1503] validation_0-mae:4052.86084 validation_1-mae:6027.68701 [1504] validation_0-mae:4051.93652 validation_1-mae:6027.97266 [1505] validation_0-mae:4051.16357 validation_1-mae:6027.97900 [1506] validation_0-mae:4050.57935 validation_1-mae:6028.24707 [1507] validation_0-mae:4049.73901 validation_1-mae:6027.93164 [1508] validation_0-mae:4049.06274 validation_1-mae:6028.10254 [1509] validation_0-mae:4048.55542 validation_1-mae:6028.57910 [1510] validation_0-mae:4047.55811 validation_1-mae:6028.38330 [1511] validation_0-mae:4046.97485 validation_1-mae:6028.55811 [1512] validation_0-mae:4046.39966 validation_1-mae:6028.46436 [1513] validation_0-mae:4045.36353 validation_1-mae:6028.83301 [1514] validation_0-mae:4044.88574 validation_1-mae:6028.80225 [1515] validation_0-mae:4043.89770 validation_1-mae:6028.33496 [1516] validation_0-mae:4043.34229 validation_1-mae:6028.19141 [1517] validation_0-mae:4042.72730 validation_1-mae:6028.24561 [1518] validation_0-mae:4042.14282 validation_1-mae:6028.25391 [1519] validation_0-mae:4041.64307 validation_1-mae:6028.25879 [1520] validation_0-mae:4040.98560 validation_1-mae:6028.18603 [1521] validation_0-mae:4040.52148 validation_1-mae:6028.41553 [1522] validation_0-mae:4039.92407 validation_1-mae:6028.16748 [1523] validation_0-mae:4039.57397 validation_1-mae:6028.09424 [1524] validation_0-mae:4038.83374 validation_1-mae:6028.24072 [1525] validation_0-mae:4038.40723 validation_1-mae:6028.18555 [1526] validation_0-mae:4037.87646 validation_1-mae:6027.99072 [1527] validation_0-mae:4037.26562 validation_1-mae:6027.79102 [1528] validation_0-mae:4036.61987 validation_1-mae:6027.75244 [1529] validation_0-mae:4036.03345 validation_1-mae:6027.70312 [1530] validation_0-mae:4035.56372 validation_1-mae:6027.87695 [1531] validation_0-mae:4034.82837 validation_1-mae:6027.97266 [1532] validation_0-mae:4033.94019 validation_1-mae:6027.78516 [1533] validation_0-mae:4033.23999 validation_1-mae:6027.43848 [1534] validation_0-mae:4033.14307 validation_1-mae:6027.45996 [1535] validation_0-mae:4033.09448 validation_1-mae:6027.49707 [1536] validation_0-mae:4033.04834 validation_1-mae:6027.46582 [1537] validation_0-mae:4032.33936 validation_1-mae:6027.23877 [1538] validation_0-mae:4031.60889 validation_1-mae:6026.59814 [1539] validation_0-mae:4030.73462 validation_1-mae:6026.15283 [1540] validation_0-mae:4029.95630 validation_1-mae:6026.16016 [1541] validation_0-mae:4028.95459 validation_1-mae:6025.90527 [1542] validation_0-mae:4028.41406 validation_1-mae:6026.32715 [1543] validation_0-mae:4027.89941 validation_1-mae:6026.78272 [1544] validation_0-mae:4026.99512 validation_1-mae:6026.78711 [1545] validation_0-mae:4025.97388 validation_1-mae:6027.06641 [1546] validation_0-mae:4024.94775 validation_1-mae:6026.93994 [1547] validation_0-mae:4024.53345 validation_1-mae:6027.15039 [1548] validation_0-mae:4023.59961 validation_1-mae:6027.07568 [1549] validation_0-mae:4022.30078 validation_1-mae:6026.84863 [1550] validation_0-mae:4020.80762 validation_1-mae:6026.46045 [1551] validation_0-mae:4019.37524 validation_1-mae:6026.78760 [1552] validation_0-mae:4017.89624 validation_1-mae:6026.43262 [1553] validation_0-mae:4016.66992 validation_1-mae:6026.01611 [1554] validation_0-mae:4016.05786 validation_1-mae:6025.89893 [1555] validation_0-mae:4015.20093 validation_1-mae:6025.65772 [1556] validation_0-mae:4014.43042 validation_1-mae:6025.76318 [1557] validation_0-mae:4013.66943 validation_1-mae:6025.68457 [1558] validation_0-mae:4012.88965 validation_1-mae:6025.83203 [1559] validation_0-mae:4012.38232 validation_1-mae:6025.85986 [1560] validation_0-mae:4011.99585 validation_1-mae:6025.78320 [1561] validation_0-mae:4010.72314 validation_1-mae:6025.45703 [1562] validation_0-mae:4009.81445 validation_1-mae:6025.38965 [1563] validation_0-mae:4009.29150 validation_1-mae:6025.05176 [1564] validation_0-mae:4008.69629 validation_1-mae:6024.83936 [1565] validation_0-mae:4008.24756 validation_1-mae:6024.96631 [1566] validation_0-mae:4007.61475 validation_1-mae:6024.69971 [1567] validation_0-mae:4006.83301 validation_1-mae:6024.47559 [1568] validation_0-mae:4006.29810 validation_1-mae:6024.04443 [1569] validation_0-mae:4005.90625 validation_1-mae:6023.97656 [1570] validation_0-mae:4005.54126 validation_1-mae:6024.14209 [1571] validation_0-mae:4004.85181 validation_1-mae:6023.91162 [1572] validation_0-mae:4004.23755 validation_1-mae:6024.08447 [1573] validation_0-mae:4003.45581 validation_1-mae:6023.92480 [1574] validation_0-mae:4002.98560 validation_1-mae:6024.06689 [1575] validation_0-mae:4001.96240 validation_1-mae:6024.24463 [1576] validation_0-mae:4001.18018 validation_1-mae:6024.17578 [1577] validation_0-mae:3999.96631 validation_1-mae:6024.11670 [1578] validation_0-mae:3998.32837 validation_1-mae:6022.76270 [1579] validation_0-mae:3997.49951 validation_1-mae:6023.12891 [1580] validation_0-mae:3996.27393 validation_1-mae:6022.97217 [1581] validation_0-mae:3996.11182 validation_1-mae:6022.99609 [1582] validation_0-mae:3995.40991 validation_1-mae:6023.25147 [1583] validation_0-mae:3994.46020 validation_1-mae:6023.28027 [1584] validation_0-mae:3992.96313 validation_1-mae:6023.70264 [1585] validation_0-mae:3992.00415 validation_1-mae:6024.05273 [1586] validation_0-mae:3990.64136 validation_1-mae:6024.44238 [1587] validation_0-mae:3989.29517 validation_1-mae:6024.21289 [1588] validation_0-mae:3988.17603 validation_1-mae:6024.36963 [1589] validation_0-mae:3987.53467 validation_1-mae:6024.20557 [1590] validation_0-mae:3986.81396 validation_1-mae:6024.15918 [1591] validation_0-mae:3986.40625 validation_1-mae:6024.19971 [1592] validation_0-mae:3985.93823 validation_1-mae:6024.02002 [1593] validation_0-mae:3984.82739 validation_1-mae:6024.42578 [1594] validation_0-mae:3983.75391 validation_1-mae:6024.66846 [1595] validation_0-mae:3982.64258 validation_1-mae:6024.10596 [1596] validation_0-mae:3982.12842 validation_1-mae:6024.33301 [1597] validation_0-mae:3981.36108 validation_1-mae:6024.08984 [1598] validation_0-mae:3981.01245 validation_1-mae:6024.23877 [1599] validation_0-mae:3980.46143 validation_1-mae:6023.77930 [1600] validation_0-mae:3980.32642 validation_1-mae:6023.77734 [1601] validation_0-mae:3979.45361 validation_1-mae:6024.00049 [1602] validation_0-mae:3978.16333 validation_1-mae:6024.28076 [1603] validation_0-mae:3977.27783 validation_1-mae:6024.08691 [1604] validation_0-mae:3976.71484 validation_1-mae:6024.39307 [1605] validation_0-mae:3975.91162 validation_1-mae:6024.16064 [1606] validation_0-mae:3975.89990 validation_1-mae:6024.18115 [1607] validation_0-mae:3975.43018 validation_1-mae:6024.54834 [1608] validation_0-mae:3973.71191 validation_1-mae:6024.54248 [1609] validation_0-mae:3972.78906 validation_1-mae:6024.59277 [1610] validation_0-mae:3972.10767 validation_1-mae:6024.60986 [1611] validation_0-mae:3970.89356 validation_1-mae:6023.79785 [1612] validation_0-mae:3969.63208 validation_1-mae:6023.74414 [1613] validation_0-mae:3968.76050 validation_1-mae:6023.44775 [1614] validation_0-mae:3968.33496 validation_1-mae:6023.57080 [1615] validation_0-mae:3967.38867 validation_1-mae:6023.41699 [1616] validation_0-mae:3966.61523 validation_1-mae:6023.79932 [1617] validation_0-mae:3965.73975 validation_1-mae:6023.93506 [1618] validation_0-mae:3964.31494 validation_1-mae:6023.87451 [1619] validation_0-mae:3963.62573 validation_1-mae:6023.85010 [1620] validation_0-mae:3962.97925 validation_1-mae:6023.97754 [1621] validation_0-mae:3962.58008 validation_1-mae:6023.77246 [1622] validation_0-mae:3961.20703 validation_1-mae:6023.86035 [1623] validation_0-mae:3960.49243 validation_1-mae:6023.95850 [1624] validation_0-mae:3959.65259 validation_1-mae:6023.91455 [1625] validation_0-mae:3959.27197 validation_1-mae:6024.04834 [1626] validation_0-mae:3958.49951 validation_1-mae:6024.22266 [1627] validation_0-mae:3957.39917 validation_1-mae:6024.11426 [1628] validation_0-mae:3956.76440 validation_1-mae:6024.11963 [1629] validation_0-mae:3956.05786 validation_1-mae:6023.88721 [1630] validation_0-mae:3955.70459 validation_1-mae:6024.02002 [1631] validation_0-mae:3955.02368 validation_1-mae:6023.72754 [1632] validation_0-mae:3954.49487 validation_1-mae:6024.25732 [1633] validation_0-mae:3954.15747 validation_1-mae:6024.34033 [1634] validation_0-mae:3953.41431 validation_1-mae:6024.84473 [1635] validation_0-mae:3952.01221 validation_1-mae:6024.70020 [1636] validation_0-mae:3950.68042 validation_1-mae:6025.18897 [1637] validation_0-mae:3949.73901 validation_1-mae:6025.26416 [1638] validation_0-mae:3948.80347 validation_1-mae:6025.42041 [1639] validation_0-mae:3947.73877 validation_1-mae:6025.39893 [1640] validation_0-mae:3947.26929 validation_1-mae:6025.38037 [1641] validation_0-mae:3946.44385 validation_1-mae:6025.33691 [1642] validation_0-mae:3945.36157 validation_1-mae:6025.27100 [1643] validation_0-mae:3944.10644 validation_1-mae:6024.85059 [1644] validation_0-mae:3943.79468 validation_1-mae:6024.72754 [1645] validation_0-mae:3942.93140 validation_1-mae:6025.06494 [1646] validation_0-mae:3942.15308 validation_1-mae:6025.25928 [1647] validation_0-mae:3941.41382 validation_1-mae:6024.95020 [1648] validation_0-mae:3940.98535 validation_1-mae:6024.93262 [1649] validation_0-mae:3940.91553 validation_1-mae:6024.92383 [1650] validation_0-mae:3940.48779 validation_1-mae:6024.96289 [1651] validation_0-mae:3939.67041 validation_1-mae:6025.11523 [1652] validation_0-mae:3938.98218 validation_1-mae:6024.83008 [1653] validation_0-mae:3938.39966 validation_1-mae:6024.72119 [1654] validation_0-mae:3937.44775 validation_1-mae:6025.10791 [1655] validation_0-mae:3937.08936 validation_1-mae:6024.82178 [1656] validation_0-mae:3936.05737 validation_1-mae:6025.25977 [1657] validation_0-mae:3934.86475 validation_1-mae:6024.88770 [1658] validation_0-mae:3934.09375 validation_1-mae:6025.04443 [1659] validation_0-mae:3933.27783 validation_1-mae:6025.50049 [1660] validation_0-mae:3932.84619 validation_1-mae:6025.63477 [1661] validation_0-mae:3932.14624 validation_1-mae:6025.71875 [1662] validation_0-mae:3931.43628 validation_1-mae:6025.56982 [1663] validation_0-mae:3930.09033 validation_1-mae:6025.63184 [1664] validation_0-mae:3928.81250 validation_1-mae:6025.09082 [1665] validation_0-mae:3927.90894 validation_1-mae:6024.80664 [1666] validation_0-mae:3926.97754 validation_1-mae:6024.55859 [1667] validation_0-mae:3925.97485 validation_1-mae:6024.10254 [1668] validation_0-mae:3925.32495 validation_1-mae:6023.74609 [1669] validation_0-mae:3924.95825 validation_1-mae:6023.95117 [1670] validation_0-mae:3923.88989 validation_1-mae:6023.80566 [1671] validation_0-mae:3923.16016 validation_1-mae:6023.65967 [1672] validation_0-mae:3922.37036 validation_1-mae:6023.66309 [1673] validation_0-mae:3921.81934 validation_1-mae:6023.57568 [1674] validation_0-mae:3920.77393 validation_1-mae:6023.41455 [1675] validation_0-mae:3919.68970 validation_1-mae:6023.36182 [1676] validation_0-mae:3919.06714 validation_1-mae:6023.51562 [1677] validation_0-mae:3918.00049 validation_1-mae:6023.18457 [1678] validation_0-mae:3917.48657 validation_1-mae:6023.34619 [1679] validation_0-mae:3916.86792 validation_1-mae:6023.15478 [1680] validation_0-mae:3915.36987 validation_1-mae:6022.87842 [1681] validation_0-mae:3914.40723 validation_1-mae:6022.87793 [1682] validation_0-mae:3913.72607 validation_1-mae:6022.97705 [1683] validation_0-mae:3912.73462 validation_1-mae:6022.98730 [1684] validation_0-mae:3911.68604 validation_1-mae:6022.56934 [1685] validation_0-mae:3911.11304 validation_1-mae:6022.54980 [1686] validation_0-mae:3910.79053 validation_1-mae:6022.59277 [1687] validation_0-mae:3910.25610 validation_1-mae:6022.57178 [1688] validation_0-mae:3909.65308 validation_1-mae:6022.76221 [1689] validation_0-mae:3909.28906 validation_1-mae:6022.64893 [1690] validation_0-mae:3908.85718 validation_1-mae:6022.57080 [1691] validation_0-mae:3907.83765 validation_1-mae:6022.72070 [1692] validation_0-mae:3907.10303 validation_1-mae:6022.34228 [1693] validation_0-mae:3906.46313 validation_1-mae:6022.71826 [1694] validation_0-mae:3905.73926 validation_1-mae:6022.53320 [1695] validation_0-mae:3904.74145 validation_1-mae:6022.79004 [1696] validation_0-mae:3904.26831 validation_1-mae:6022.81201 [1697] validation_0-mae:3902.96436 validation_1-mae:6022.88281 [1698] validation_0-mae:3902.35205 validation_1-mae:6022.72266 [1699] validation_0-mae:3901.66309 validation_1-mae:6022.50391 Dropping: province_slaskie [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.80371 validation_1-mae:9622.95019 [14] validation_0-mae:9418.70606 validation_1-mae:9232.35547 [15] validation_0-mae:9084.22363 validation_1-mae:8904.93359 [16] validation_0-mae:8802.57812 validation_1-mae:8633.53809 [17] validation_0-mae:8567.55664 validation_1-mae:8407.92578 [18] validation_0-mae:8374.81055 validation_1-mae:8219.79981 [19] validation_0-mae:8212.60254 validation_1-mae:8066.02734 [20] validation_0-mae:8070.97998 validation_1-mae:7941.41162 [21] validation_0-mae:7947.82227 validation_1-mae:7833.79346 [22] validation_0-mae:7849.27393 validation_1-mae:7744.44629 [23] validation_0-mae:7765.36963 validation_1-mae:7672.87988 [24] validation_0-mae:7682.25439 validation_1-mae:7597.08838 [25] validation_0-mae:7610.67871 validation_1-mae:7535.91748 [26] validation_0-mae:7554.89844 validation_1-mae:7489.46094 [27] validation_0-mae:7495.35986 validation_1-mae:7436.15869 [28] validation_0-mae:7441.08496 validation_1-mae:7388.55273 [29] validation_0-mae:7394.63672 validation_1-mae:7346.55322 [30] validation_0-mae:7349.09912 validation_1-mae:7305.96484 [31] validation_0-mae:7319.39209 validation_1-mae:7286.76904 [32] validation_0-mae:7282.13135 validation_1-mae:7258.22803 [33] validation_0-mae:7254.02197 validation_1-mae:7238.77441 [34] validation_0-mae:7228.82666 validation_1-mae:7217.31201 [35] validation_0-mae:7206.89355 validation_1-mae:7206.27100 [36] validation_0-mae:7181.65039 validation_1-mae:7188.75586 [37] validation_0-mae:7163.79834 validation_1-mae:7182.41895 [38] validation_0-mae:7134.16797 validation_1-mae:7155.47656 [39] validation_0-mae:7113.10156 validation_1-mae:7142.72559 [40] validation_0-mae:7101.22461 validation_1-mae:7136.35791 [41] validation_0-mae:7077.64062 validation_1-mae:7118.55273 [42] validation_0-mae:7055.95557 validation_1-mae:7102.24707 [43] validation_0-mae:7038.47510 validation_1-mae:7088.86572 [44] validation_0-mae:7024.36328 validation_1-mae:7081.73291 [45] validation_0-mae:6999.43262 validation_1-mae:7061.20312 [46] validation_0-mae:6985.86719 validation_1-mae:7054.86816 [47] validation_0-mae:6964.58838 validation_1-mae:7037.09522 [48] validation_0-mae:6950.37598 validation_1-mae:7027.04053 [49] validation_0-mae:6936.32422 validation_1-mae:7017.48242 [50] validation_0-mae:6918.47314 validation_1-mae:7006.98145 [51] validation_0-mae:6899.12891 validation_1-mae:6993.24170 [52] validation_0-mae:6885.49170 validation_1-mae:6984.95459 [53] validation_0-mae:6868.66748 validation_1-mae:6969.54004 [54] validation_0-mae:6839.89355 validation_1-mae:6945.47607 [55] validation_0-mae:6829.57715 validation_1-mae:6940.70264 [56] validation_0-mae:6811.25830 validation_1-mae:6929.55664 [57] validation_0-mae:6801.32178 validation_1-mae:6924.48584 [58] validation_0-mae:6787.26025 validation_1-mae:6916.34277 [59] validation_0-mae:6772.47705 validation_1-mae:6904.92432 [60] validation_0-mae:6760.29395 validation_1-mae:6894.86963 [61] validation_0-mae:6747.71777 validation_1-mae:6883.76172 [62] validation_0-mae:6738.04980 validation_1-mae:6877.31152 [63] validation_0-mae:6723.67285 validation_1-mae:6869.65039 [64] validation_0-mae:6705.40625 validation_1-mae:6852.03272 [65] validation_0-mae:6695.92090 validation_1-mae:6847.30078 [66] validation_0-mae:6681.34961 validation_1-mae:6834.74023 [67] validation_0-mae:6667.29346 validation_1-mae:6825.21924 [68] validation_0-mae:6657.74316 validation_1-mae:6817.30225 [69] validation_0-mae:6642.75732 validation_1-mae:6802.78418 [70] validation_0-mae:6633.36523 validation_1-mae:6796.45947 [71] validation_0-mae:6622.57129 validation_1-mae:6789.32324 [72] validation_0-mae:6609.72852 validation_1-mae:6780.66602 [73] validation_0-mae:6597.51855 validation_1-mae:6772.23877 [74] validation_0-mae:6587.23975 validation_1-mae:6765.61475 [75] validation_0-mae:6579.00684 validation_1-mae:6759.70850 [76] validation_0-mae:6568.53760 validation_1-mae:6752.12695 [77] validation_0-mae:6557.31934 validation_1-mae:6742.52881 [78] validation_0-mae:6548.17725 validation_1-mae:6736.34863 [79] validation_0-mae:6537.75049 validation_1-mae:6729.54932 [80] validation_0-mae:6530.57324 validation_1-mae:6726.47900 [81] validation_0-mae:6518.12451 validation_1-mae:6717.18994 [82] validation_0-mae:6507.57471 validation_1-mae:6707.90283 [83] validation_0-mae:6498.02344 validation_1-mae:6702.77637 [84] validation_0-mae:6485.78076 validation_1-mae:6693.78174 [85] validation_0-mae:6475.67041 validation_1-mae:6687.63428 [86] validation_0-mae:6467.55957 validation_1-mae:6682.88330 [87] validation_0-mae:6459.36182 validation_1-mae:6678.06250 [88] validation_0-mae:6454.47266 validation_1-mae:6673.99219 [89] validation_0-mae:6445.71436 validation_1-mae:6667.75732 [90] validation_0-mae:6432.62207 validation_1-mae:6663.34424 [91] validation_0-mae:6425.80127 validation_1-mae:6658.37061 [92] validation_0-mae:6419.94238 validation_1-mae:6653.95752 [93] validation_0-mae:6413.87647 validation_1-mae:6652.67822 [94] validation_0-mae:6406.59082 validation_1-mae:6647.47461 [95] validation_0-mae:6402.74072 validation_1-mae:6644.01416 [96] validation_0-mae:6398.29102 validation_1-mae:6640.56250 [97] validation_0-mae:6389.26611 validation_1-mae:6635.14697 [98] validation_0-mae:6383.20459 validation_1-mae:6631.97461 [99] validation_0-mae:6373.66943 validation_1-mae:6624.79248 [100] validation_0-mae:6367.53857 validation_1-mae:6621.14697 [101] validation_0-mae:6363.13037 validation_1-mae:6618.57617 [102] validation_0-mae:6354.90234 validation_1-mae:6613.89014 [103] validation_0-mae:6348.60986 validation_1-mae:6609.05225 [104] validation_0-mae:6343.56641 validation_1-mae:6605.31592 [105] validation_0-mae:6340.48145 validation_1-mae:6602.00977 [106] validation_0-mae:6332.57568 validation_1-mae:6595.43164 [107] validation_0-mae:6324.25244 validation_1-mae:6592.08398 [108] validation_0-mae:6318.92188 validation_1-mae:6589.04199 [109] validation_0-mae:6314.56787 validation_1-mae:6587.42139 [110] validation_0-mae:6310.24805 validation_1-mae:6585.15039 [111] validation_0-mae:6306.91211 validation_1-mae:6583.80957 [112] validation_0-mae:6303.49902 validation_1-mae:6581.14990 [113] validation_0-mae:6301.26465 validation_1-mae:6579.36133 [114] validation_0-mae:6296.42725 validation_1-mae:6577.95557 [115] validation_0-mae:6290.42676 validation_1-mae:6574.43994 [116] validation_0-mae:6281.48535 validation_1-mae:6570.72363 [117] validation_0-mae:6276.10400 validation_1-mae:6567.50391 [118] validation_0-mae:6272.49853 validation_1-mae:6566.65332 [119] validation_0-mae:6267.80273 validation_1-mae:6562.75391 [120] validation_0-mae:6264.19189 validation_1-mae:6560.31006 [121] validation_0-mae:6258.03467 validation_1-mae:6555.70508 [122] validation_0-mae:6255.17676 validation_1-mae:6553.58252 [123] validation_0-mae:6251.05664 validation_1-mae:6551.28467 [124] validation_0-mae:6243.29443 validation_1-mae:6546.51465 [125] validation_0-mae:6237.10400 validation_1-mae:6544.76318 [126] validation_0-mae:6230.66699 validation_1-mae:6540.60107 [127] validation_0-mae:6223.91016 validation_1-mae:6535.17627 [128] validation_0-mae:6220.25977 validation_1-mae:6532.36523 [129] validation_0-mae:6219.15674 validation_1-mae:6530.76221 [130] validation_0-mae:6214.69873 validation_1-mae:6529.83789 [131] validation_0-mae:6209.89697 validation_1-mae:6526.08740 [132] validation_0-mae:6205.38818 validation_1-mae:6523.46289 [133] validation_0-mae:6200.25537 validation_1-mae:6521.48145 [134] validation_0-mae:6196.15772 validation_1-mae:6520.10107 [135] validation_0-mae:6190.08740 validation_1-mae:6517.54395 [136] validation_0-mae:6184.01270 validation_1-mae:6514.84082 [137] validation_0-mae:6177.10791 validation_1-mae:6509.21484 [138] validation_0-mae:6171.93701 validation_1-mae:6506.85156 [139] validation_0-mae:6169.40869 validation_1-mae:6504.87891 [140] validation_0-mae:6165.57910 validation_1-mae:6502.97998 [141] validation_0-mae:6163.00928 validation_1-mae:6501.38574 [142] validation_0-mae:6157.94580 validation_1-mae:6497.71680 [143] validation_0-mae:6145.71680 validation_1-mae:6489.71045 [144] validation_0-mae:6142.45410 validation_1-mae:6488.65283 [145] validation_0-mae:6136.85840 validation_1-mae:6485.37158 [146] validation_0-mae:6133.17480 validation_1-mae:6483.88574 [147] validation_0-mae:6125.41699 validation_1-mae:6478.68994 [148] validation_0-mae:6120.52441 validation_1-mae:6475.65088 [149] validation_0-mae:6117.77197 validation_1-mae:6474.56348 [150] validation_0-mae:6115.00293 validation_1-mae:6473.98584 [151] validation_0-mae:6107.90967 validation_1-mae:6469.61621 [152] validation_0-mae:6106.17920 validation_1-mae:6469.18311 [153] validation_0-mae:6104.58203 validation_1-mae:6468.16602 [154] validation_0-mae:6100.91260 validation_1-mae:6465.73047 [155] validation_0-mae:6095.59912 validation_1-mae:6462.35596 [156] validation_0-mae:6092.45410 validation_1-mae:6460.58496 [157] validation_0-mae:6086.75781 validation_1-mae:6457.62353 [158] validation_0-mae:6082.38525 validation_1-mae:6457.17480 [159] validation_0-mae:6080.61719 validation_1-mae:6456.58447 [160] validation_0-mae:6077.42188 validation_1-mae:6455.14062 [161] validation_0-mae:6069.30371 validation_1-mae:6449.13184 [162] validation_0-mae:6062.23877 validation_1-mae:6446.31494 [163] validation_0-mae:6060.28711 validation_1-mae:6445.61963 [164] validation_0-mae:6057.67578 validation_1-mae:6444.04883 [165] validation_0-mae:6055.57715 validation_1-mae:6443.35596 [166] validation_0-mae:6050.34619 validation_1-mae:6440.31934 [167] validation_0-mae:6045.62842 validation_1-mae:6437.86816 [168] validation_0-mae:6042.46826 validation_1-mae:6437.25147 [169] validation_0-mae:6039.83936 validation_1-mae:6435.24561 [170] validation_0-mae:6037.52148 validation_1-mae:6434.62256 [171] validation_0-mae:6032.87891 validation_1-mae:6433.27295 [172] validation_0-mae:6031.08643 validation_1-mae:6432.09180 [173] validation_0-mae:6027.05518 validation_1-mae:6429.30664 [174] validation_0-mae:6021.92969 validation_1-mae:6429.08594 [175] validation_0-mae:6016.88965 validation_1-mae:6424.66650 [176] validation_0-mae:6013.40869 validation_1-mae:6424.60938 [177] validation_0-mae:6012.08105 validation_1-mae:6424.41064 [178] validation_0-mae:6008.71924 validation_1-mae:6423.46533 [179] validation_0-mae:6004.41846 validation_1-mae:6420.94385 [180] validation_0-mae:6001.50781 validation_1-mae:6419.04541 [181] validation_0-mae:5998.67529 validation_1-mae:6417.48291 [182] validation_0-mae:5990.94580 validation_1-mae:6412.08740 [183] validation_0-mae:5987.70361 validation_1-mae:6410.22314 [184] validation_0-mae:5985.94531 validation_1-mae:6409.68799 [185] validation_0-mae:5982.21143 validation_1-mae:6407.10791 [186] validation_0-mae:5981.10059 validation_1-mae:6407.15967 [187] validation_0-mae:5979.67334 validation_1-mae:6407.02295 [188] validation_0-mae:5975.68506 validation_1-mae:6407.16309 [189] validation_0-mae:5970.76367 validation_1-mae:6405.66650 [190] validation_0-mae:5966.37695 validation_1-mae:6403.29834 [191] validation_0-mae:5963.14209 validation_1-mae:6402.35303 [192] validation_0-mae:5960.51758 validation_1-mae:6400.93262 [193] validation_0-mae:5955.58447 validation_1-mae:6398.97217 [194] validation_0-mae:5952.09522 validation_1-mae:6397.45752 [195] validation_0-mae:5947.14941 validation_1-mae:6394.55957 [196] validation_0-mae:5945.31982 validation_1-mae:6393.91162 [197] validation_0-mae:5941.41895 validation_1-mae:6391.26611 [198] validation_0-mae:5936.12598 validation_1-mae:6388.83496 [199] validation_0-mae:5932.01758 validation_1-mae:6387.55811 [200] validation_0-mae:5929.01416 validation_1-mae:6386.82373 [201] validation_0-mae:5924.85986 validation_1-mae:6383.73438 [202] validation_0-mae:5923.64209 validation_1-mae:6383.21728 [203] validation_0-mae:5918.92432 validation_1-mae:6381.80029 [204] validation_0-mae:5916.26904 validation_1-mae:6381.71484 [205] validation_0-mae:5913.48291 validation_1-mae:6381.14014 [206] validation_0-mae:5910.82666 validation_1-mae:6381.13672 [207] validation_0-mae:5908.37158 validation_1-mae:6380.68994 [208] validation_0-mae:5905.45068 validation_1-mae:6379.85352 [209] validation_0-mae:5903.02637 validation_1-mae:6379.39551 [210] validation_0-mae:5899.43115 validation_1-mae:6378.20459 [211] validation_0-mae:5895.29639 validation_1-mae:6376.68213 [212] validation_0-mae:5892.52295 validation_1-mae:6375.56836 [213] validation_0-mae:5891.90478 validation_1-mae:6375.21338 [214] validation_0-mae:5889.39307 validation_1-mae:6373.76660 [215] validation_0-mae:5885.03418 validation_1-mae:6372.17480 [216] validation_0-mae:5882.23193 validation_1-mae:6371.35400 [217] validation_0-mae:5878.46875 validation_1-mae:6370.92529 [218] validation_0-mae:5873.74414 validation_1-mae:6366.39941 [219] validation_0-mae:5866.57568 validation_1-mae:6361.09033 [220] validation_0-mae:5862.43603 validation_1-mae:6359.47217 [221] validation_0-mae:5859.55420 validation_1-mae:6359.03125 [222] validation_0-mae:5857.23145 validation_1-mae:6357.57275 [223] validation_0-mae:5855.84326 validation_1-mae:6356.41895 [224] validation_0-mae:5851.05713 validation_1-mae:6354.21777 [225] validation_0-mae:5850.10059 validation_1-mae:6354.64844 [226] validation_0-mae:5845.82471 validation_1-mae:6352.60938 [227] validation_0-mae:5842.05078 validation_1-mae:6350.07373 [228] validation_0-mae:5838.25293 validation_1-mae:6349.60059 [229] validation_0-mae:5834.31348 validation_1-mae:6347.11084 [230] validation_0-mae:5833.25635 validation_1-mae:6346.51807 [231] validation_0-mae:5830.45557 validation_1-mae:6346.85010 [232] validation_0-mae:5827.58252 validation_1-mae:6346.70166 [233] validation_0-mae:5825.07080 validation_1-mae:6345.39746 [234] validation_0-mae:5821.54443 validation_1-mae:6343.29834 [235] validation_0-mae:5818.42578 validation_1-mae:6342.46436 [236] validation_0-mae:5816.83984 validation_1-mae:6341.89062 [237] validation_0-mae:5813.40527 validation_1-mae:6339.82422 [238] validation_0-mae:5811.17529 validation_1-mae:6339.63770 [239] validation_0-mae:5808.89502 validation_1-mae:6339.63184 [240] validation_0-mae:5801.63135 validation_1-mae:6334.29150 [241] validation_0-mae:5795.81934 validation_1-mae:6331.27197 [242] validation_0-mae:5795.20166 validation_1-mae:6330.85059 [243] validation_0-mae:5793.09375 validation_1-mae:6330.05469 [244] validation_0-mae:5790.20166 validation_1-mae:6329.38135 [245] validation_0-mae:5787.17236 validation_1-mae:6328.47900 [246] validation_0-mae:5784.89355 validation_1-mae:6327.19678 [247] validation_0-mae:5782.20459 validation_1-mae:6324.70996 [248] validation_0-mae:5780.47607 validation_1-mae:6323.74463 [249] validation_0-mae:5778.14355 validation_1-mae:6322.38721 [250] validation_0-mae:5772.36865 validation_1-mae:6319.88037 [251] validation_0-mae:5768.99268 validation_1-mae:6319.29053 [252] validation_0-mae:5768.22022 validation_1-mae:6319.24023 [253] validation_0-mae:5766.43897 validation_1-mae:6319.57275 [254] validation_0-mae:5763.87988 validation_1-mae:6319.08838 [255] validation_0-mae:5761.72412 validation_1-mae:6318.23975 [256] validation_0-mae:5759.63281 validation_1-mae:6317.06689 [257] validation_0-mae:5756.39355 validation_1-mae:6314.75537 [258] validation_0-mae:5754.01953 validation_1-mae:6314.94678 [259] validation_0-mae:5750.64941 validation_1-mae:6314.24463 [260] validation_0-mae:5747.24658 validation_1-mae:6313.42188 [261] validation_0-mae:5739.41211 validation_1-mae:6309.08350 [262] validation_0-mae:5737.44873 validation_1-mae:6309.16699 [263] validation_0-mae:5735.54980 validation_1-mae:6308.35400 [264] validation_0-mae:5733.60840 validation_1-mae:6307.57373 [265] validation_0-mae:5728.56885 validation_1-mae:6305.21680 [266] validation_0-mae:5726.09082 validation_1-mae:6304.37256 [267] validation_0-mae:5724.16895 validation_1-mae:6303.92041 [268] validation_0-mae:5723.70850 validation_1-mae:6303.69189 [269] validation_0-mae:5722.04443 validation_1-mae:6303.73242 [270] validation_0-mae:5719.44043 validation_1-mae:6303.27148 [271] validation_0-mae:5717.61865 validation_1-mae:6302.39990 [272] validation_0-mae:5715.42871 validation_1-mae:6302.36816 [273] validation_0-mae:5713.03906 validation_1-mae:6300.59277 [274] validation_0-mae:5711.77148 validation_1-mae:6300.81787 [275] validation_0-mae:5709.98047 validation_1-mae:6300.24561 [276] validation_0-mae:5704.95557 validation_1-mae:6298.77539 [277] validation_0-mae:5701.59473 validation_1-mae:6298.58984 [278] validation_0-mae:5699.88818 validation_1-mae:6298.30176 [279] validation_0-mae:5697.39111 validation_1-mae:6297.77832 [280] validation_0-mae:5694.61328 validation_1-mae:6296.40674 [281] validation_0-mae:5688.07568 validation_1-mae:6290.85889 [282] validation_0-mae:5685.58594 validation_1-mae:6288.93799 [283] validation_0-mae:5681.90430 validation_1-mae:6287.48730 [284] validation_0-mae:5678.86719 validation_1-mae:6285.97559 [285] validation_0-mae:5675.26367 validation_1-mae:6285.00635 [286] validation_0-mae:5673.14990 validation_1-mae:6284.60596 [287] validation_0-mae:5669.53467 validation_1-mae:6282.86230 [288] validation_0-mae:5667.08105 validation_1-mae:6282.83936 [289] validation_0-mae:5665.26562 validation_1-mae:6282.15186 [290] validation_0-mae:5665.08398 validation_1-mae:6282.26904 [291] validation_0-mae:5663.25391 validation_1-mae:6282.01270 [292] validation_0-mae:5661.41113 validation_1-mae:6281.86768 [293] validation_0-mae:5656.72217 validation_1-mae:6281.04053 [294] validation_0-mae:5655.98633 validation_1-mae:6280.64209 [295] validation_0-mae:5653.70898 validation_1-mae:6279.96728 [296] validation_0-mae:5650.64014 validation_1-mae:6278.33203 [297] validation_0-mae:5649.14404 validation_1-mae:6278.03760 [298] validation_0-mae:5647.10059 validation_1-mae:6277.29590 [299] validation_0-mae:5643.54883 validation_1-mae:6275.71191 [300] validation_0-mae:5642.18262 validation_1-mae:6275.19873 [301] validation_0-mae:5640.02344 validation_1-mae:6274.56885 [302] validation_0-mae:5638.71338 validation_1-mae:6274.85059 [303] validation_0-mae:5635.86475 validation_1-mae:6273.61621 [304] validation_0-mae:5629.62353 validation_1-mae:6270.76709 [305] validation_0-mae:5626.20703 validation_1-mae:6269.06641 [306] validation_0-mae:5622.99756 validation_1-mae:6266.83398 [307] validation_0-mae:5618.28467 validation_1-mae:6263.72314 [308] validation_0-mae:5616.57568 validation_1-mae:6263.46728 [309] validation_0-mae:5613.84522 validation_1-mae:6262.88232 [310] validation_0-mae:5612.28174 validation_1-mae:6262.64600 [311] validation_0-mae:5610.14160 validation_1-mae:6261.78174 [312] validation_0-mae:5608.42090 validation_1-mae:6259.70654 [313] validation_0-mae:5606.63232 validation_1-mae:6258.37451 [314] validation_0-mae:5605.13086 validation_1-mae:6258.01758 [315] validation_0-mae:5601.97900 validation_1-mae:6256.44434 [316] validation_0-mae:5600.19580 validation_1-mae:6255.74902 [317] validation_0-mae:5599.15186 validation_1-mae:6255.46533 [318] validation_0-mae:5595.98047 validation_1-mae:6255.18359 [319] validation_0-mae:5592.50879 validation_1-mae:6254.41260 [320] validation_0-mae:5589.89502 validation_1-mae:6253.74707 [321] validation_0-mae:5588.56006 validation_1-mae:6253.79883 [322] validation_0-mae:5586.36426 validation_1-mae:6252.10205 [323] validation_0-mae:5583.87988 validation_1-mae:6251.37109 [324] validation_0-mae:5583.28272 validation_1-mae:6250.85107 [325] validation_0-mae:5582.32959 validation_1-mae:6251.06543 [326] validation_0-mae:5580.83936 validation_1-mae:6250.22217 [327] validation_0-mae:5577.59668 validation_1-mae:6248.12842 [328] validation_0-mae:5573.96973 validation_1-mae:6246.04834 [329] validation_0-mae:5570.48926 validation_1-mae:6245.28174 [330] validation_0-mae:5565.61914 validation_1-mae:6243.50391 [331] validation_0-mae:5565.18848 validation_1-mae:6243.17871 [332] validation_0-mae:5562.75684 validation_1-mae:6242.73096 [333] validation_0-mae:5562.31445 validation_1-mae:6242.70947 [334] validation_0-mae:5559.37158 validation_1-mae:6240.58594 [335] validation_0-mae:5555.37842 validation_1-mae:6238.47510 [336] validation_0-mae:5554.35693 validation_1-mae:6239.04639 [337] validation_0-mae:5553.56592 validation_1-mae:6238.91602 [338] validation_0-mae:5551.93750 validation_1-mae:6238.29639 [339] validation_0-mae:5550.58008 validation_1-mae:6238.48682 [340] validation_0-mae:5549.18359 validation_1-mae:6238.13281 [341] validation_0-mae:5547.76709 validation_1-mae:6237.54443 [342] validation_0-mae:5543.06152 validation_1-mae:6235.43603 [343] validation_0-mae:5541.80957 validation_1-mae:6235.29443 [344] validation_0-mae:5538.64990 validation_1-mae:6234.01807 [345] validation_0-mae:5534.25977 validation_1-mae:6233.05273 [346] validation_0-mae:5531.54150 validation_1-mae:6231.19727 [347] validation_0-mae:5530.22607 validation_1-mae:6231.21728 [348] validation_0-mae:5528.11084 validation_1-mae:6230.52686 [349] validation_0-mae:5527.73340 validation_1-mae:6231.16699 [350] validation_0-mae:5527.26367 validation_1-mae:6231.30371 [351] validation_0-mae:5525.44971 validation_1-mae:6231.17676 [352] validation_0-mae:5524.62842 validation_1-mae:6231.16016 [353] validation_0-mae:5523.61133 validation_1-mae:6231.29395 [354] validation_0-mae:5521.95508 validation_1-mae:6229.53369 [355] validation_0-mae:5519.54395 validation_1-mae:6228.49072 [356] validation_0-mae:5517.06152 validation_1-mae:6227.12353 [357] validation_0-mae:5515.58301 validation_1-mae:6227.12939 [358] validation_0-mae:5514.06592 validation_1-mae:6226.76270 [359] validation_0-mae:5512.60547 validation_1-mae:6226.49414 [360] validation_0-mae:5511.77734 validation_1-mae:6226.05615 [361] validation_0-mae:5507.33984 validation_1-mae:6224.17334 [362] validation_0-mae:5504.65137 validation_1-mae:6224.14111 [363] validation_0-mae:5500.55322 validation_1-mae:6223.22119 [364] validation_0-mae:5499.17529 validation_1-mae:6223.58936 [365] validation_0-mae:5495.01709 validation_1-mae:6222.10693 [366] validation_0-mae:5492.64697 validation_1-mae:6222.23096 [367] validation_0-mae:5490.47266 validation_1-mae:6221.77344 [368] validation_0-mae:5487.61670 validation_1-mae:6221.10938 [369] validation_0-mae:5484.23291 validation_1-mae:6220.06299 [370] validation_0-mae:5479.85059 validation_1-mae:6217.43506 [371] validation_0-mae:5477.34863 validation_1-mae:6216.62598 [372] validation_0-mae:5475.17871 validation_1-mae:6215.85742 [373] validation_0-mae:5474.12695 validation_1-mae:6215.97852 [374] validation_0-mae:5472.95215 validation_1-mae:6215.84570 [375] validation_0-mae:5471.00293 validation_1-mae:6215.43066 [376] validation_0-mae:5466.69385 validation_1-mae:6214.88818 [377] validation_0-mae:5465.75928 validation_1-mae:6214.76562 [378] validation_0-mae:5463.34033 validation_1-mae:6214.04590 [379] validation_0-mae:5461.53516 validation_1-mae:6213.09131 [380] validation_0-mae:5455.05469 validation_1-mae:6208.50684 [381] validation_0-mae:5453.57617 validation_1-mae:6207.77344 [382] validation_0-mae:5451.87939 validation_1-mae:6207.58643 [383] validation_0-mae:5450.67090 validation_1-mae:6207.10596 [384] validation_0-mae:5448.16406 validation_1-mae:6207.02197 [385] validation_0-mae:5444.71777 validation_1-mae:6204.22754 [386] validation_0-mae:5442.51221 validation_1-mae:6204.72705 [387] validation_0-mae:5440.95703 validation_1-mae:6205.00195 [388] validation_0-mae:5440.62793 validation_1-mae:6204.71289 [389] validation_0-mae:5438.89307 validation_1-mae:6203.33105 [390] validation_0-mae:5435.87061 validation_1-mae:6202.15820 [391] validation_0-mae:5431.63281 validation_1-mae:6200.09131 [392] validation_0-mae:5430.01709 validation_1-mae:6199.97217 [393] validation_0-mae:5429.10449 validation_1-mae:6199.59082 [394] validation_0-mae:5427.62061 validation_1-mae:6198.50732 [395] validation_0-mae:5425.33984 validation_1-mae:6198.78223 [396] validation_0-mae:5422.72070 validation_1-mae:6198.11621 [397] validation_0-mae:5420.92676 validation_1-mae:6197.75098 [398] validation_0-mae:5416.60303 validation_1-mae:6195.39160 [399] validation_0-mae:5413.58594 validation_1-mae:6194.37647 [400] validation_0-mae:5411.09619 validation_1-mae:6193.30908 [401] validation_0-mae:5409.20410 validation_1-mae:6192.93359 [402] validation_0-mae:5407.77734 validation_1-mae:6193.43311 [403] validation_0-mae:5406.71680 validation_1-mae:6193.55615 [404] validation_0-mae:5405.67041 validation_1-mae:6193.99365 [405] validation_0-mae:5403.77783 validation_1-mae:6192.77344 [406] validation_0-mae:5399.39404 validation_1-mae:6191.37793 [407] validation_0-mae:5395.99609 validation_1-mae:6190.49365 [408] validation_0-mae:5394.22314 validation_1-mae:6190.80713 [409] validation_0-mae:5392.00098 validation_1-mae:6189.67969 [410] validation_0-mae:5390.92041 validation_1-mae:6189.47363 [411] validation_0-mae:5390.37012 validation_1-mae:6189.27148 [412] validation_0-mae:5386.80762 validation_1-mae:6186.94727 [413] validation_0-mae:5384.82471 validation_1-mae:6186.24268 [414] validation_0-mae:5382.09082 validation_1-mae:6184.64893 [415] validation_0-mae:5380.38135 validation_1-mae:6185.41357 [416] validation_0-mae:5378.94434 validation_1-mae:6184.92627 [417] validation_0-mae:5375.20801 validation_1-mae:6184.22754 [418] validation_0-mae:5373.56836 validation_1-mae:6183.95508 [419] validation_0-mae:5373.19238 validation_1-mae:6184.15332 [420] validation_0-mae:5372.43457 validation_1-mae:6183.93115 [421] validation_0-mae:5370.85742 validation_1-mae:6183.24072 [422] validation_0-mae:5367.95068 validation_1-mae:6182.68994 [423] validation_0-mae:5366.96436 validation_1-mae:6182.58740 [424] validation_0-mae:5365.89160 validation_1-mae:6181.97559 [425] validation_0-mae:5363.79004 validation_1-mae:6180.93555 [426] validation_0-mae:5362.29785 validation_1-mae:6180.77100 [427] validation_0-mae:5360.35986 validation_1-mae:6180.08203 [428] validation_0-mae:5357.34131 validation_1-mae:6178.78760 [429] validation_0-mae:5354.39746 validation_1-mae:6177.77588 [430] validation_0-mae:5352.90820 validation_1-mae:6177.99609 [431] validation_0-mae:5350.32031 validation_1-mae:6177.20117 [432] validation_0-mae:5348.52051 validation_1-mae:6176.86182 [433] validation_0-mae:5346.34277 validation_1-mae:6175.96826 [434] validation_0-mae:5345.75293 validation_1-mae:6175.42432 [435] validation_0-mae:5344.45264 validation_1-mae:6175.05908 [436] validation_0-mae:5344.34619 validation_1-mae:6175.11816 [437] validation_0-mae:5343.12207 validation_1-mae:6175.57373 [438] validation_0-mae:5341.62402 validation_1-mae:6175.62256 [439] validation_0-mae:5339.35938 validation_1-mae:6174.76904 [440] validation_0-mae:5336.55420 validation_1-mae:6173.54199 [441] validation_0-mae:5335.18701 validation_1-mae:6172.56787 [442] validation_0-mae:5332.98096 validation_1-mae:6171.87939 [443] validation_0-mae:5329.41309 validation_1-mae:6171.51611 [444] validation_0-mae:5328.48145 validation_1-mae:6170.91553 [445] validation_0-mae:5327.06299 validation_1-mae:6171.20947 [446] validation_0-mae:5324.48682 validation_1-mae:6170.05176 [447] validation_0-mae:5322.01611 validation_1-mae:6168.86572 [448] validation_0-mae:5319.81250 validation_1-mae:6168.70068 [449] validation_0-mae:5319.02441 validation_1-mae:6168.34424 [450] validation_0-mae:5316.24072 validation_1-mae:6168.39111 [451] validation_0-mae:5314.36084 validation_1-mae:6168.01221 [452] validation_0-mae:5312.06689 validation_1-mae:6167.49219 [453] validation_0-mae:5310.03272 validation_1-mae:6166.91553 [454] validation_0-mae:5309.74072 validation_1-mae:6167.16211 [455] validation_0-mae:5307.26270 validation_1-mae:6166.39990 [456] validation_0-mae:5306.27588 validation_1-mae:6166.05615 [457] validation_0-mae:5305.23047 validation_1-mae:6165.85449 [458] validation_0-mae:5303.08105 validation_1-mae:6165.11377 [459] validation_0-mae:5301.52539 validation_1-mae:6164.88721 [460] validation_0-mae:5298.68652 validation_1-mae:6163.79248 [461] validation_0-mae:5298.12598 validation_1-mae:6163.66797 [462] validation_0-mae:5297.42822 validation_1-mae:6163.65527 [463] validation_0-mae:5295.55713 validation_1-mae:6163.12793 [464] validation_0-mae:5293.65283 validation_1-mae:6163.38574 [465] validation_0-mae:5292.20850 validation_1-mae:6163.71045 [466] validation_0-mae:5290.63818 validation_1-mae:6163.61377 [467] validation_0-mae:5287.47949 validation_1-mae:6162.60010 [468] validation_0-mae:5284.97022 validation_1-mae:6162.36182 [469] validation_0-mae:5282.62939 validation_1-mae:6160.62256 [470] validation_0-mae:5281.07666 validation_1-mae:6159.81006 [471] validation_0-mae:5278.83496 validation_1-mae:6158.88379 [472] validation_0-mae:5275.75195 validation_1-mae:6157.33936 [473] validation_0-mae:5273.71973 validation_1-mae:6157.25586 [474] validation_0-mae:5271.39111 validation_1-mae:6156.04053 [475] validation_0-mae:5269.70312 validation_1-mae:6155.93750 [476] validation_0-mae:5268.52637 validation_1-mae:6155.96826 [477] validation_0-mae:5265.55273 validation_1-mae:6154.87207 [478] validation_0-mae:5264.68994 validation_1-mae:6154.93994 [479] validation_0-mae:5262.40918 validation_1-mae:6154.45117 [480] validation_0-mae:5260.91455 validation_1-mae:6154.53955 [481] validation_0-mae:5259.20117 validation_1-mae:6154.63574 [482] validation_0-mae:5255.28760 validation_1-mae:6154.73486 [483] validation_0-mae:5253.92432 validation_1-mae:6155.13525 [484] validation_0-mae:5253.32812 validation_1-mae:6154.72266 [485] validation_0-mae:5252.00684 validation_1-mae:6154.01660 [486] validation_0-mae:5251.46484 validation_1-mae:6153.75537 [487] validation_0-mae:5249.42090 validation_1-mae:6153.13525 [488] validation_0-mae:5248.62256 validation_1-mae:6153.43018 [489] validation_0-mae:5246.72119 validation_1-mae:6153.51709 [490] validation_0-mae:5244.91113 validation_1-mae:6152.46289 [491] validation_0-mae:5241.88135 validation_1-mae:6150.99268 [492] validation_0-mae:5241.28857 validation_1-mae:6150.90625 [493] validation_0-mae:5241.06934 validation_1-mae:6150.81836 [494] validation_0-mae:5239.27100 validation_1-mae:6150.65772 [495] validation_0-mae:5235.91016 validation_1-mae:6149.46533 [496] validation_0-mae:5234.31934 validation_1-mae:6148.62305 [497] validation_0-mae:5231.33350 validation_1-mae:6147.40869 [498] validation_0-mae:5229.71143 validation_1-mae:6147.92334 [499] validation_0-mae:5228.92383 validation_1-mae:6147.85840 [500] validation_0-mae:5228.49561 validation_1-mae:6148.10645 [501] validation_0-mae:5227.21338 validation_1-mae:6148.22510 [502] validation_0-mae:5225.85156 validation_1-mae:6148.49512 [503] validation_0-mae:5225.40039 validation_1-mae:6148.43603 [504] validation_0-mae:5224.12256 validation_1-mae:6148.41699 [505] validation_0-mae:5222.72803 validation_1-mae:6147.32617 [506] validation_0-mae:5220.81299 validation_1-mae:6147.77734 [507] validation_0-mae:5219.15381 validation_1-mae:6147.45557 [508] validation_0-mae:5216.66309 validation_1-mae:6147.13184 [509] validation_0-mae:5214.39307 validation_1-mae:6146.33203 [510] validation_0-mae:5212.81006 validation_1-mae:6145.70850 [511] validation_0-mae:5210.11279 validation_1-mae:6145.16455 [512] validation_0-mae:5207.25488 validation_1-mae:6144.48193 [513] validation_0-mae:5205.62647 validation_1-mae:6144.42578 [514] validation_0-mae:5203.63916 validation_1-mae:6144.05127 [515] validation_0-mae:5202.25586 validation_1-mae:6143.26514 [516] validation_0-mae:5201.05518 validation_1-mae:6143.46924 [517] validation_0-mae:5199.91846 validation_1-mae:6143.05176 [518] validation_0-mae:5198.16943 validation_1-mae:6142.89697 [519] validation_0-mae:5196.97900 validation_1-mae:6143.24170 [520] validation_0-mae:5193.93359 validation_1-mae:6143.66357 [521] validation_0-mae:5192.61768 validation_1-mae:6143.50049 [522] validation_0-mae:5191.14404 validation_1-mae:6143.55420 [523] validation_0-mae:5189.79053 validation_1-mae:6143.00195 [524] validation_0-mae:5188.53076 validation_1-mae:6142.37305 [525] validation_0-mae:5186.36475 validation_1-mae:6141.98633 [526] validation_0-mae:5185.99951 validation_1-mae:6142.11670 [527] validation_0-mae:5185.11816 validation_1-mae:6141.79590 [528] validation_0-mae:5184.26562 validation_1-mae:6141.87353 [529] validation_0-mae:5184.05029 validation_1-mae:6141.87061 [530] validation_0-mae:5183.66211 validation_1-mae:6142.13867 [531] validation_0-mae:5181.99316 validation_1-mae:6141.91602 [532] validation_0-mae:5180.49561 validation_1-mae:6142.13623 [533] validation_0-mae:5177.85938 validation_1-mae:6140.73486 [534] validation_0-mae:5175.62207 validation_1-mae:6140.02734 [535] validation_0-mae:5174.04004 validation_1-mae:6140.12744 [536] validation_0-mae:5172.00879 validation_1-mae:6139.13965 [537] validation_0-mae:5168.31006 validation_1-mae:6138.06055 [538] validation_0-mae:5166.55469 validation_1-mae:6138.04736 [539] validation_0-mae:5163.83691 validation_1-mae:6137.08936 [540] validation_0-mae:5162.00147 validation_1-mae:6136.30811 [541] validation_0-mae:5161.10254 validation_1-mae:6136.16260 [542] validation_0-mae:5160.89795 validation_1-mae:6136.12939 [543] validation_0-mae:5160.48584 validation_1-mae:6136.07422 [544] validation_0-mae:5158.84131 validation_1-mae:6135.43262 [545] validation_0-mae:5156.79590 validation_1-mae:6135.07910 [546] validation_0-mae:5154.44287 validation_1-mae:6134.32959 [547] validation_0-mae:5153.25635 validation_1-mae:6133.45361 [548] validation_0-mae:5151.02246 validation_1-mae:6133.25000 [549] validation_0-mae:5149.61963 validation_1-mae:6133.08008 [550] validation_0-mae:5148.13574 validation_1-mae:6131.93603 [551] validation_0-mae:5146.74951 validation_1-mae:6132.27783 [552] validation_0-mae:5144.78418 validation_1-mae:6132.40088 [553] validation_0-mae:5142.71875 validation_1-mae:6131.62598 [554] validation_0-mae:5141.54102 validation_1-mae:6131.42627 [555] validation_0-mae:5141.07129 validation_1-mae:6131.84033 [556] validation_0-mae:5139.43359 validation_1-mae:6131.03857 [557] validation_0-mae:5138.73633 validation_1-mae:6131.01367 [558] validation_0-mae:5136.70312 validation_1-mae:6130.49023 [559] validation_0-mae:5133.92041 validation_1-mae:6130.13818 [560] validation_0-mae:5131.51123 validation_1-mae:6129.68701 [561] validation_0-mae:5130.04395 validation_1-mae:6129.22998 [562] validation_0-mae:5128.56592 validation_1-mae:6128.81494 [563] validation_0-mae:5128.19922 validation_1-mae:6128.68799 [564] validation_0-mae:5126.18750 validation_1-mae:6128.94141 [565] validation_0-mae:5124.40967 validation_1-mae:6129.16504 [566] validation_0-mae:5123.13867 validation_1-mae:6128.85010 [567] validation_0-mae:5120.66650 validation_1-mae:6128.23096 [568] validation_0-mae:5119.50195 validation_1-mae:6128.66211 [569] validation_0-mae:5117.12061 validation_1-mae:6129.06103 [570] validation_0-mae:5115.94092 validation_1-mae:6128.96631 [571] validation_0-mae:5114.72461 validation_1-mae:6128.77881 [572] validation_0-mae:5111.91406 validation_1-mae:6127.62549 [573] validation_0-mae:5109.71973 validation_1-mae:6127.49170 [574] validation_0-mae:5108.40039 validation_1-mae:6126.97266 [575] validation_0-mae:5106.78613 validation_1-mae:6126.50879 [576] validation_0-mae:5106.32471 validation_1-mae:6126.27490 [577] validation_0-mae:5105.50049 validation_1-mae:6125.86328 [578] validation_0-mae:5105.32568 validation_1-mae:6126.07275 [579] validation_0-mae:5101.90234 validation_1-mae:6125.13867 [580] validation_0-mae:5098.35107 validation_1-mae:6123.07910 [581] validation_0-mae:5095.99512 validation_1-mae:6121.92383 [582] validation_0-mae:5093.77637 validation_1-mae:6121.09522 [583] validation_0-mae:5093.28955 validation_1-mae:6120.73096 [584] validation_0-mae:5091.31641 validation_1-mae:6120.23340 [585] validation_0-mae:5088.15772 validation_1-mae:6119.49609 [586] validation_0-mae:5087.51172 validation_1-mae:6119.67773 [587] validation_0-mae:5085.33447 validation_1-mae:6119.72754 [588] validation_0-mae:5082.33643 validation_1-mae:6118.02295 [589] validation_0-mae:5080.18799 validation_1-mae:6117.93164 [590] validation_0-mae:5079.08252 validation_1-mae:6117.63428 [591] validation_0-mae:5076.85645 validation_1-mae:6115.46484 [592] validation_0-mae:5075.69824 validation_1-mae:6115.52686 [593] validation_0-mae:5073.59131 validation_1-mae:6115.86230 [594] validation_0-mae:5070.20996 validation_1-mae:6114.78809 [595] validation_0-mae:5068.64844 validation_1-mae:6114.10449 [596] validation_0-mae:5066.60840 validation_1-mae:6113.20654 [597] validation_0-mae:5065.11523 validation_1-mae:6113.00195 [598] validation_0-mae:5063.62647 validation_1-mae:6112.63672 [599] validation_0-mae:5061.70605 validation_1-mae:6112.53174 [600] validation_0-mae:5060.18457 validation_1-mae:6112.22510 [601] validation_0-mae:5059.00098 validation_1-mae:6111.81592 [602] validation_0-mae:5058.84570 validation_1-mae:6111.94336 [603] validation_0-mae:5057.76855 validation_1-mae:6112.16260 [604] validation_0-mae:5056.95215 validation_1-mae:6112.10596 [605] validation_0-mae:5054.29834 validation_1-mae:6111.98828 [606] validation_0-mae:5053.87061 validation_1-mae:6111.86328 [607] validation_0-mae:5052.69482 validation_1-mae:6111.61475 [608] validation_0-mae:5052.20361 validation_1-mae:6111.47412 [609] validation_0-mae:5051.27637 validation_1-mae:6111.43164 [610] validation_0-mae:5049.73584 validation_1-mae:6110.25147 [611] validation_0-mae:5046.90283 validation_1-mae:6109.49853 [612] validation_0-mae:5045.78369 validation_1-mae:6109.18164 [613] validation_0-mae:5043.41602 validation_1-mae:6108.52588 [614] validation_0-mae:5041.02246 validation_1-mae:6107.76953 [615] validation_0-mae:5039.93457 validation_1-mae:6107.37695 [616] validation_0-mae:5038.72949 validation_1-mae:6106.75195 [617] validation_0-mae:5037.89111 validation_1-mae:6106.93457 [618] validation_0-mae:5035.96728 validation_1-mae:6106.48193 [619] validation_0-mae:5034.59375 validation_1-mae:6106.72119 [620] validation_0-mae:5031.57031 validation_1-mae:6105.78076 [621] validation_0-mae:5028.79102 validation_1-mae:6104.96094 [622] validation_0-mae:5027.43408 validation_1-mae:6104.99023 [623] validation_0-mae:5025.23438 validation_1-mae:6104.06494 [624] validation_0-mae:5023.93115 validation_1-mae:6103.81836 [625] validation_0-mae:5022.11914 validation_1-mae:6102.78564 [626] validation_0-mae:5019.14209 validation_1-mae:6101.70117 [627] validation_0-mae:5016.96240 validation_1-mae:6099.97656 [628] validation_0-mae:5014.87207 validation_1-mae:6099.27002 [629] validation_0-mae:5013.10938 validation_1-mae:6099.00098 [630] validation_0-mae:5011.82031 validation_1-mae:6098.63818 [631] validation_0-mae:5009.75732 validation_1-mae:6098.99365 [632] validation_0-mae:5008.87549 validation_1-mae:6098.60156 [633] validation_0-mae:5007.82861 validation_1-mae:6099.16455 [634] validation_0-mae:5007.47510 validation_1-mae:6098.94922 [635] validation_0-mae:5006.59961 validation_1-mae:6098.39355 [636] validation_0-mae:5005.82080 validation_1-mae:6098.08105 [637] validation_0-mae:5004.11768 validation_1-mae:6096.72803 [638] validation_0-mae:5002.86035 validation_1-mae:6096.09619 [639] validation_0-mae:5001.75244 validation_1-mae:6095.87256 [640] validation_0-mae:4999.08594 validation_1-mae:6094.71484 [641] validation_0-mae:4997.58252 validation_1-mae:6094.39502 [642] validation_0-mae:4996.77930 validation_1-mae:6093.89258 [643] validation_0-mae:4994.64111 validation_1-mae:6093.62939 [644] validation_0-mae:4993.29443 validation_1-mae:6093.62842 [645] validation_0-mae:4991.81397 validation_1-mae:6093.81152 [646] validation_0-mae:4990.10107 validation_1-mae:6093.75781 [647] validation_0-mae:4987.99609 validation_1-mae:6092.81641 [648] validation_0-mae:4986.71289 validation_1-mae:6093.11328 [649] validation_0-mae:4985.53076 validation_1-mae:6092.77686 [650] validation_0-mae:4984.20215 validation_1-mae:6092.60645 [651] validation_0-mae:4982.56445 validation_1-mae:6093.15820 [652] validation_0-mae:4981.59717 validation_1-mae:6093.49658 [653] validation_0-mae:4980.93848 validation_1-mae:6093.20117 [654] validation_0-mae:4980.11035 validation_1-mae:6093.36914 [655] validation_0-mae:4978.16602 validation_1-mae:6092.17334 [656] validation_0-mae:4978.05225 validation_1-mae:6092.33301 [657] validation_0-mae:4977.61230 validation_1-mae:6092.29346 [658] validation_0-mae:4976.73535 validation_1-mae:6092.47803 [659] validation_0-mae:4975.40772 validation_1-mae:6092.59522 [660] validation_0-mae:4973.41797 validation_1-mae:6091.37988 [661] validation_0-mae:4972.33398 validation_1-mae:6091.18897 [662] validation_0-mae:4971.80713 validation_1-mae:6091.20654 [663] validation_0-mae:4970.63477 validation_1-mae:6090.56543 [664] validation_0-mae:4969.43164 validation_1-mae:6090.47900 [665] validation_0-mae:4969.11523 validation_1-mae:6090.40283 [666] validation_0-mae:4967.37891 validation_1-mae:6090.33936 [667] validation_0-mae:4965.43603 validation_1-mae:6090.82959 [668] validation_0-mae:4964.52246 validation_1-mae:6090.51807 [669] validation_0-mae:4962.97363 validation_1-mae:6090.38916 [670] validation_0-mae:4960.90723 validation_1-mae:6090.23438 [671] validation_0-mae:4960.21094 validation_1-mae:6090.13477 [672] validation_0-mae:4959.40674 validation_1-mae:6090.16797 [673] validation_0-mae:4958.42773 validation_1-mae:6090.83838 [674] validation_0-mae:4956.10791 validation_1-mae:6089.55713 [675] validation_0-mae:4954.96240 validation_1-mae:6089.05078 [676] validation_0-mae:4953.06055 validation_1-mae:6087.52588 [677] validation_0-mae:4951.36963 validation_1-mae:6085.96484 [678] validation_0-mae:4950.76367 validation_1-mae:6085.43701 [679] validation_0-mae:4949.50391 validation_1-mae:6084.85205 [680] validation_0-mae:4947.05469 validation_1-mae:6083.95264 [681] validation_0-mae:4946.08154 validation_1-mae:6083.42090 [682] validation_0-mae:4944.83154 validation_1-mae:6083.42627 [683] validation_0-mae:4943.76074 validation_1-mae:6083.43799 [684] validation_0-mae:4942.72070 validation_1-mae:6083.17725 [685] validation_0-mae:4941.28467 validation_1-mae:6082.82080 [686] validation_0-mae:4939.64502 validation_1-mae:6082.68018 [687] validation_0-mae:4937.40088 validation_1-mae:6081.67627 [688] validation_0-mae:4935.09180 validation_1-mae:6081.12744 [689] validation_0-mae:4934.28516 validation_1-mae:6080.23975 [690] validation_0-mae:4933.58203 validation_1-mae:6079.75879 [691] validation_0-mae:4932.69531 validation_1-mae:6079.90234 [692] validation_0-mae:4931.06592 validation_1-mae:6079.63184 [693] validation_0-mae:4929.32031 validation_1-mae:6078.29150 [694] validation_0-mae:4927.12939 validation_1-mae:6077.44824 [695] validation_0-mae:4925.32666 validation_1-mae:6077.08447 [696] validation_0-mae:4922.79785 validation_1-mae:6075.19824 [697] validation_0-mae:4920.55127 validation_1-mae:6074.43359 [698] validation_0-mae:4917.81445 validation_1-mae:6072.96875 [699] validation_0-mae:4915.71680 validation_1-mae:6072.56787 [700] validation_0-mae:4914.00293 validation_1-mae:6073.09766 [701] validation_0-mae:4911.99023 validation_1-mae:6072.39111 [702] validation_0-mae:4910.16650 validation_1-mae:6072.29883 [703] validation_0-mae:4907.26416 validation_1-mae:6070.62158 [704] validation_0-mae:4905.69873 validation_1-mae:6070.11182 [705] validation_0-mae:4903.88672 validation_1-mae:6069.17871 [706] validation_0-mae:4902.72754 validation_1-mae:6069.44531 [707] validation_0-mae:4901.21484 validation_1-mae:6070.02002 [708] validation_0-mae:4899.89209 validation_1-mae:6070.32324 [709] validation_0-mae:4898.28857 validation_1-mae:6070.06689 [710] validation_0-mae:4896.56982 validation_1-mae:6069.14844 [711] validation_0-mae:4893.03613 validation_1-mae:6068.07422 [712] validation_0-mae:4891.72119 validation_1-mae:6067.10303 [713] validation_0-mae:4889.76953 validation_1-mae:6067.18701 [714] validation_0-mae:4888.63721 validation_1-mae:6066.19727 [715] validation_0-mae:4887.46143 validation_1-mae:6066.30273 [716] validation_0-mae:4885.12695 validation_1-mae:6066.04688 [717] validation_0-mae:4882.32666 validation_1-mae:6064.24170 [718] validation_0-mae:4880.15332 validation_1-mae:6063.53955 [719] validation_0-mae:4878.36084 validation_1-mae:6063.07129 [720] validation_0-mae:4877.90478 validation_1-mae:6063.30664 [721] validation_0-mae:4876.90674 validation_1-mae:6063.29443 [722] validation_0-mae:4875.26562 validation_1-mae:6062.87402 [723] validation_0-mae:4874.02344 validation_1-mae:6062.24268 [724] validation_0-mae:4871.78906 validation_1-mae:6061.62500 [725] validation_0-mae:4871.02197 validation_1-mae:6061.12402 [726] validation_0-mae:4868.82129 validation_1-mae:6061.67529 [727] validation_0-mae:4867.25439 validation_1-mae:6061.41504 [728] validation_0-mae:4866.16602 validation_1-mae:6061.61035 [729] validation_0-mae:4863.37744 validation_1-mae:6061.12842 [730] validation_0-mae:4860.96728 validation_1-mae:6061.55176 [731] validation_0-mae:4858.81641 validation_1-mae:6061.30615 [732] validation_0-mae:4855.49951 validation_1-mae:6060.29932 [733] validation_0-mae:4853.50732 validation_1-mae:6060.60547 [734] validation_0-mae:4851.74902 validation_1-mae:6060.17773 [735] validation_0-mae:4850.30908 validation_1-mae:6059.97900 [736] validation_0-mae:4849.06299 validation_1-mae:6060.26074 [737] validation_0-mae:4846.60303 validation_1-mae:6059.48389 [738] validation_0-mae:4843.92920 validation_1-mae:6058.46924 [739] validation_0-mae:4842.17676 validation_1-mae:6058.31103 [740] validation_0-mae:4840.20410 validation_1-mae:6057.92139 [741] validation_0-mae:4838.38477 validation_1-mae:6057.15674 [742] validation_0-mae:4836.62158 validation_1-mae:6055.78955 [743] validation_0-mae:4835.99121 validation_1-mae:6055.78320 [744] validation_0-mae:4835.03760 validation_1-mae:6055.40723 [745] validation_0-mae:4833.84619 validation_1-mae:6055.37988 [746] validation_0-mae:4832.62939 validation_1-mae:6054.75586 [747] validation_0-mae:4830.76709 validation_1-mae:6054.50732 [748] validation_0-mae:4829.54395 validation_1-mae:6054.20557 [749] validation_0-mae:4828.47168 validation_1-mae:6053.81641 [750] validation_0-mae:4827.90088 validation_1-mae:6053.62451 [751] validation_0-mae:4826.93311 validation_1-mae:6053.47607 [752] validation_0-mae:4826.53418 validation_1-mae:6053.32812 [753] validation_0-mae:4826.43652 validation_1-mae:6053.35010 [754] validation_0-mae:4824.37158 validation_1-mae:6053.19141 [755] validation_0-mae:4822.53125 validation_1-mae:6052.55273 [756] validation_0-mae:4821.45068 validation_1-mae:6052.79492 [757] validation_0-mae:4820.77588 validation_1-mae:6053.11328 [758] validation_0-mae:4819.35010 validation_1-mae:6053.47461 [759] validation_0-mae:4818.93897 validation_1-mae:6053.27783 [760] validation_0-mae:4817.94336 validation_1-mae:6053.56787 [761] validation_0-mae:4816.97559 validation_1-mae:6053.81592 [762] validation_0-mae:4815.65381 validation_1-mae:6053.11133 [763] validation_0-mae:4814.08691 validation_1-mae:6053.46973 [764] validation_0-mae:4812.32227 validation_1-mae:6052.66602 [765] validation_0-mae:4810.93652 validation_1-mae:6053.00195 [766] validation_0-mae:4809.60205 validation_1-mae:6051.90381 [767] validation_0-mae:4808.78955 validation_1-mae:6051.81982 [768] validation_0-mae:4808.02637 validation_1-mae:6051.42041 [769] validation_0-mae:4807.05420 validation_1-mae:6051.14893 [770] validation_0-mae:4805.17334 validation_1-mae:6051.53564 [771] validation_0-mae:4803.64453 validation_1-mae:6051.35400 [772] validation_0-mae:4802.01367 validation_1-mae:6051.47705 [773] validation_0-mae:4800.41064 validation_1-mae:6051.74268 [774] validation_0-mae:4799.39697 validation_1-mae:6051.55176 [775] validation_0-mae:4798.44238 validation_1-mae:6051.49072 [776] validation_0-mae:4795.95801 validation_1-mae:6050.57373 [777] validation_0-mae:4794.70508 validation_1-mae:6051.19678 [778] validation_0-mae:4793.95605 validation_1-mae:6050.94629 [779] validation_0-mae:4793.72363 validation_1-mae:6050.84668 [780] validation_0-mae:4793.28418 validation_1-mae:6050.99609 [781] validation_0-mae:4792.82373 validation_1-mae:6050.83350 [782] validation_0-mae:4792.62793 validation_1-mae:6050.74023 [783] validation_0-mae:4792.06348 validation_1-mae:6050.53613 [784] validation_0-mae:4790.93115 validation_1-mae:6050.47754 [785] validation_0-mae:4790.26758 validation_1-mae:6050.33398 [786] validation_0-mae:4789.67188 validation_1-mae:6050.34668 [787] validation_0-mae:4788.33105 validation_1-mae:6050.10156 [788] validation_0-mae:4787.46680 validation_1-mae:6049.49170 [789] validation_0-mae:4786.39502 validation_1-mae:6049.18018 [790] validation_0-mae:4785.57324 validation_1-mae:6048.71240 [791] validation_0-mae:4783.94922 validation_1-mae:6048.42578 [792] validation_0-mae:4783.29688 validation_1-mae:6048.16455 [793] validation_0-mae:4783.06494 validation_1-mae:6048.04248 [794] validation_0-mae:4781.69873 validation_1-mae:6048.48828 [795] validation_0-mae:4780.66113 validation_1-mae:6049.15918 [796] validation_0-mae:4779.98340 validation_1-mae:6049.02393 [797] validation_0-mae:4779.50488 validation_1-mae:6048.66797 [798] validation_0-mae:4778.95166 validation_1-mae:6048.63867 [799] validation_0-mae:4778.05859 validation_1-mae:6048.54980 [800] validation_0-mae:4776.48828 validation_1-mae:6048.21924 [801] validation_0-mae:4775.08008 validation_1-mae:6048.24463 [802] validation_0-mae:4773.96777 validation_1-mae:6047.84912 [803] validation_0-mae:4772.67871 validation_1-mae:6047.19922 [804] validation_0-mae:4772.42188 validation_1-mae:6047.04297 [805] validation_0-mae:4771.05078 validation_1-mae:6047.68994 [806] validation_0-mae:4769.16895 validation_1-mae:6047.41504 [807] validation_0-mae:4767.24609 validation_1-mae:6046.91992 [808] validation_0-mae:4766.43848 validation_1-mae:6046.23047 [809] validation_0-mae:4764.41357 validation_1-mae:6046.11670 [810] validation_0-mae:4762.25391 validation_1-mae:6045.06836 [811] validation_0-mae:4760.37695 validation_1-mae:6045.62256 [812] validation_0-mae:4758.43994 validation_1-mae:6045.63574 [813] validation_0-mae:4756.63281 validation_1-mae:6045.45068 [814] validation_0-mae:4755.44971 validation_1-mae:6045.09082 [815] validation_0-mae:4753.98633 validation_1-mae:6044.73828 [816] validation_0-mae:4752.81152 validation_1-mae:6044.42773 [817] validation_0-mae:4750.59228 validation_1-mae:6042.38135 [818] validation_0-mae:4748.85547 validation_1-mae:6041.71484 [819] validation_0-mae:4746.99121 validation_1-mae:6040.88965 [820] validation_0-mae:4745.20752 validation_1-mae:6040.55469 [821] validation_0-mae:4743.99219 validation_1-mae:6040.02051 [822] validation_0-mae:4742.62598 validation_1-mae:6040.41357 [823] validation_0-mae:4741.50147 validation_1-mae:6040.18555 [824] validation_0-mae:4738.65283 validation_1-mae:6040.85742 [825] validation_0-mae:4737.44580 validation_1-mae:6040.19727 [826] validation_0-mae:4736.12500 validation_1-mae:6039.72070 [827] validation_0-mae:4735.06738 validation_1-mae:6039.40186 [828] validation_0-mae:4733.42578 validation_1-mae:6039.34424 [829] validation_0-mae:4731.79541 validation_1-mae:6038.19922 [830] validation_0-mae:4730.74170 validation_1-mae:6038.22656 [831] validation_0-mae:4730.38574 validation_1-mae:6038.04346 [832] validation_0-mae:4729.15137 validation_1-mae:6038.48096 [833] validation_0-mae:4727.91455 validation_1-mae:6037.97949 [834] validation_0-mae:4726.88672 validation_1-mae:6037.87451 [835] validation_0-mae:4725.67188 validation_1-mae:6037.90527 [836] validation_0-mae:4724.38770 validation_1-mae:6037.15283 [837] validation_0-mae:4723.73145 validation_1-mae:6036.79736 [838] validation_0-mae:4722.30908 validation_1-mae:6036.36816 [839] validation_0-mae:4721.06982 validation_1-mae:6036.21387 [840] validation_0-mae:4719.61523 validation_1-mae:6036.41504 [841] validation_0-mae:4718.91357 validation_1-mae:6036.50000 [842] validation_0-mae:4717.16504 validation_1-mae:6036.78369 [843] validation_0-mae:4716.32959 validation_1-mae:6036.85840 [844] validation_0-mae:4714.93164 validation_1-mae:6035.98145 [845] validation_0-mae:4714.78174 validation_1-mae:6035.99707 [846] validation_0-mae:4714.66016 validation_1-mae:6035.93115 [847] validation_0-mae:4712.83301 validation_1-mae:6036.47852 [848] validation_0-mae:4711.23877 validation_1-mae:6037.05713 [849] validation_0-mae:4709.63818 validation_1-mae:6036.71436 [850] validation_0-mae:4708.06152 validation_1-mae:6036.61133 [851] validation_0-mae:4706.89209 validation_1-mae:6036.05957 [852] validation_0-mae:4705.72852 validation_1-mae:6035.72949 [853] validation_0-mae:4704.83887 validation_1-mae:6036.17529 [854] validation_0-mae:4703.11523 validation_1-mae:6036.52344 [855] validation_0-mae:4701.45654 validation_1-mae:6036.93555 [856] validation_0-mae:4699.80811 validation_1-mae:6036.78662 [857] validation_0-mae:4697.65478 validation_1-mae:6036.83887 [858] validation_0-mae:4696.59180 validation_1-mae:6036.77539 [859] validation_0-mae:4695.15576 validation_1-mae:6036.38672 [860] validation_0-mae:4693.72949 validation_1-mae:6036.35254 [861] validation_0-mae:4693.00635 validation_1-mae:6035.97803 [862] validation_0-mae:4691.92041 validation_1-mae:6035.88086 [863] validation_0-mae:4690.43799 validation_1-mae:6035.97314 [864] validation_0-mae:4688.11084 validation_1-mae:6035.15381 [865] validation_0-mae:4687.12061 validation_1-mae:6035.11084 [866] validation_0-mae:4683.91699 validation_1-mae:6034.71338 [867] validation_0-mae:4682.94678 validation_1-mae:6034.24561 [868] validation_0-mae:4680.90283 validation_1-mae:6034.03564 [869] validation_0-mae:4679.72119 validation_1-mae:6033.73291 [870] validation_0-mae:4678.41748 validation_1-mae:6033.95117 [871] validation_0-mae:4676.58496 validation_1-mae:6033.54883 [872] validation_0-mae:4675.32373 validation_1-mae:6032.91895 [873] validation_0-mae:4674.22656 validation_1-mae:6032.89160 [874] validation_0-mae:4673.09619 validation_1-mae:6032.82471 [875] validation_0-mae:4672.12012 validation_1-mae:6032.61328 [876] validation_0-mae:4671.77978 validation_1-mae:6032.72070 [877] validation_0-mae:4670.70068 validation_1-mae:6032.44385 [878] validation_0-mae:4670.00488 validation_1-mae:6032.42676 [879] validation_0-mae:4668.53418 validation_1-mae:6032.77832 [880] validation_0-mae:4667.32129 validation_1-mae:6032.92285 [881] validation_0-mae:4666.08691 validation_1-mae:6032.57031 [882] validation_0-mae:4665.70117 validation_1-mae:6032.77197 [883] validation_0-mae:4665.57666 validation_1-mae:6032.74805 [884] validation_0-mae:4664.63525 validation_1-mae:6032.37598 [885] validation_0-mae:4661.86230 validation_1-mae:6031.81445 [886] validation_0-mae:4661.18066 validation_1-mae:6031.84522 [887] validation_0-mae:4660.25830 validation_1-mae:6031.81055 [888] validation_0-mae:4659.64844 validation_1-mae:6032.36475 [889] validation_0-mae:4657.00879 validation_1-mae:6031.79443 [890] validation_0-mae:4655.33838 validation_1-mae:6031.65723 [891] validation_0-mae:4653.90625 validation_1-mae:6031.67383 [892] validation_0-mae:4652.18506 validation_1-mae:6032.28223 [893] validation_0-mae:4650.93115 validation_1-mae:6031.84180 [894] validation_0-mae:4649.24463 validation_1-mae:6031.46631 [895] validation_0-mae:4647.66016 validation_1-mae:6031.68115 [896] validation_0-mae:4645.73730 validation_1-mae:6030.97266 [897] validation_0-mae:4645.25488 validation_1-mae:6030.66260 [898] validation_0-mae:4642.53662 validation_1-mae:6029.67725 [899] validation_0-mae:4640.56592 validation_1-mae:6029.44531 [900] validation_0-mae:4638.50195 validation_1-mae:6029.25732 [901] validation_0-mae:4637.20312 validation_1-mae:6029.27393 [902] validation_0-mae:4635.35986 validation_1-mae:6029.74268 [903] validation_0-mae:4634.15576 validation_1-mae:6029.42236 [904] validation_0-mae:4632.97803 validation_1-mae:6029.10547 [905] validation_0-mae:4631.40234 validation_1-mae:6028.93994 [906] validation_0-mae:4629.93799 validation_1-mae:6028.60693 [907] validation_0-mae:4627.55322 validation_1-mae:6028.46728 [908] validation_0-mae:4626.33154 validation_1-mae:6027.93506 [909] validation_0-mae:4626.03857 validation_1-mae:6027.76465 [910] validation_0-mae:4624.79541 validation_1-mae:6028.42578 [911] validation_0-mae:4623.37256 validation_1-mae:6028.01562 [912] validation_0-mae:4622.60059 validation_1-mae:6028.20166 [913] validation_0-mae:4620.47363 validation_1-mae:6028.58154 [914] validation_0-mae:4619.87500 validation_1-mae:6028.36719 [915] validation_0-mae:4619.25781 validation_1-mae:6027.89990 [916] validation_0-mae:4618.02148 validation_1-mae:6027.16406 [917] validation_0-mae:4616.79834 validation_1-mae:6026.78027 [918] validation_0-mae:4615.21582 validation_1-mae:6026.53076 [919] validation_0-mae:4614.23145 validation_1-mae:6026.38623 [920] validation_0-mae:4612.38184 validation_1-mae:6025.76465 [921] validation_0-mae:4611.94141 validation_1-mae:6025.41162 [922] validation_0-mae:4610.97607 validation_1-mae:6025.44336 [923] validation_0-mae:4609.83838 validation_1-mae:6025.20508 [924] validation_0-mae:4608.40332 validation_1-mae:6025.41553 [925] validation_0-mae:4606.64062 validation_1-mae:6025.57422 [926] validation_0-mae:4605.69287 validation_1-mae:6025.96777 [927] validation_0-mae:4604.58643 validation_1-mae:6025.60010 [928] validation_0-mae:4603.96289 validation_1-mae:6025.62842 [929] validation_0-mae:4603.19482 validation_1-mae:6025.84522 [930] validation_0-mae:4602.60400 validation_1-mae:6025.89648 [931] validation_0-mae:4601.51660 validation_1-mae:6025.79785 [932] validation_0-mae:4600.69629 validation_1-mae:6025.99268 [933] validation_0-mae:4598.95898 validation_1-mae:6026.08691 [934] validation_0-mae:4598.74365 validation_1-mae:6025.92285 [935] validation_0-mae:4598.08350 validation_1-mae:6025.48291 [936] validation_0-mae:4597.36621 validation_1-mae:6025.40625 [937] validation_0-mae:4597.23193 validation_1-mae:6025.33545 [938] validation_0-mae:4596.88428 validation_1-mae:6025.59180 [939] validation_0-mae:4595.94189 validation_1-mae:6025.34570 [940] validation_0-mae:4595.35254 validation_1-mae:6025.13037 [941] validation_0-mae:4594.89697 validation_1-mae:6025.34522 [942] validation_0-mae:4594.19629 validation_1-mae:6025.27734 [943] validation_0-mae:4593.20801 validation_1-mae:6025.53662 [944] validation_0-mae:4591.67676 validation_1-mae:6024.82129 [945] validation_0-mae:4589.29297 validation_1-mae:6024.44678 [946] validation_0-mae:4588.26074 validation_1-mae:6024.08252 [947] validation_0-mae:4587.38184 validation_1-mae:6023.80957 [948] validation_0-mae:4585.95557 validation_1-mae:6023.83447 [949] validation_0-mae:4584.86475 validation_1-mae:6023.72363 [950] validation_0-mae:4583.27246 validation_1-mae:6023.53906 [951] validation_0-mae:4582.92676 validation_1-mae:6023.96338 [952] validation_0-mae:4581.30762 validation_1-mae:6023.90527 [953] validation_0-mae:4580.12598 validation_1-mae:6023.99853 [954] validation_0-mae:4578.67627 validation_1-mae:6023.14648 [955] validation_0-mae:4577.43994 validation_1-mae:6023.11035 [956] validation_0-mae:4576.25098 validation_1-mae:6022.83447 [957] validation_0-mae:4575.00293 validation_1-mae:6023.41504 [958] validation_0-mae:4574.25098 validation_1-mae:6023.57715 [959] validation_0-mae:4572.76904 validation_1-mae:6023.31055 [960] validation_0-mae:4570.59766 validation_1-mae:6022.30078 [961] validation_0-mae:4569.04492 validation_1-mae:6021.39453 [962] validation_0-mae:4567.73535 validation_1-mae:6022.04785 [963] validation_0-mae:4566.18897 validation_1-mae:6022.85400 [964] validation_0-mae:4565.01367 validation_1-mae:6022.62842 [965] validation_0-mae:4564.12109 validation_1-mae:6022.43750 [966] validation_0-mae:4562.93603 validation_1-mae:6021.88574 [967] validation_0-mae:4561.66016 validation_1-mae:6021.93848 [968] validation_0-mae:4561.29639 validation_1-mae:6022.17139 [969] validation_0-mae:4560.44629 validation_1-mae:6021.70410 [970] validation_0-mae:4558.93750 validation_1-mae:6022.15625 [971] validation_0-mae:4557.04297 validation_1-mae:6022.09522 [972] validation_0-mae:4555.50439 validation_1-mae:6022.20605 [973] validation_0-mae:4553.69824 validation_1-mae:6022.88232 [974] validation_0-mae:4552.13818 validation_1-mae:6023.71728 [975] validation_0-mae:4550.79639 validation_1-mae:6023.61572 [976] validation_0-mae:4549.07422 validation_1-mae:6023.25342 [977] validation_0-mae:4548.06982 validation_1-mae:6023.39258 [978] validation_0-mae:4547.13818 validation_1-mae:6023.68018 [979] validation_0-mae:4546.05469 validation_1-mae:6023.90186 [980] validation_0-mae:4544.56348 validation_1-mae:6024.12305 [981] validation_0-mae:4543.85791 validation_1-mae:6023.95508 [982] validation_0-mae:4543.01367 validation_1-mae:6024.04980 [983] validation_0-mae:4541.96728 validation_1-mae:6024.14453 [984] validation_0-mae:4541.07178 validation_1-mae:6023.98193 [985] validation_0-mae:4540.75537 validation_1-mae:6023.89160 [986] validation_0-mae:4540.37012 validation_1-mae:6023.89160 [987] validation_0-mae:4539.50391 validation_1-mae:6024.03906 [988] validation_0-mae:4537.62939 validation_1-mae:6024.15478 [989] validation_0-mae:4537.18994 validation_1-mae:6024.34131 [990] validation_0-mae:4535.47168 validation_1-mae:6024.36523 [991] validation_0-mae:4533.50488 validation_1-mae:6024.52197 [992] validation_0-mae:4532.76318 validation_1-mae:6024.53418 [993] validation_0-mae:4531.19727 validation_1-mae:6024.60791 [994] validation_0-mae:4529.72754 validation_1-mae:6024.10352 [995] validation_0-mae:4528.71387 validation_1-mae:6024.18066 [996] validation_0-mae:4528.50049 validation_1-mae:6024.37793 [997] validation_0-mae:4527.23486 validation_1-mae:6024.70410 [998] validation_0-mae:4525.48926 validation_1-mae:6024.83691 [999] validation_0-mae:4524.20654 validation_1-mae:6024.49121 [1000] validation_0-mae:4521.80859 validation_1-mae:6024.44238 [1001] validation_0-mae:4520.57617 validation_1-mae:6024.39258 [1002] validation_0-mae:4519.26807 validation_1-mae:6024.63281 [1003] validation_0-mae:4518.15381 validation_1-mae:6024.78369 [1004] validation_0-mae:4516.63818 validation_1-mae:6024.95166 [1005] validation_0-mae:4515.60010 validation_1-mae:6025.00732 [1006] validation_0-mae:4514.29053 validation_1-mae:6024.91064 [1007] validation_0-mae:4513.02002 validation_1-mae:6025.28272 [1008] validation_0-mae:4512.01709 validation_1-mae:6025.26904 [1009] validation_0-mae:4511.05029 validation_1-mae:6025.40967 [1010] validation_0-mae:4508.88330 validation_1-mae:6024.74414 [1011] validation_0-mae:4507.85547 validation_1-mae:6024.79150 [1012] validation_0-mae:4507.73828 validation_1-mae:6024.72412 [1013] validation_0-mae:4506.62402 validation_1-mae:6024.24902 [1014] validation_0-mae:4504.52539 validation_1-mae:6024.35596 [1015] validation_0-mae:4503.07959 validation_1-mae:6024.03418 [1016] validation_0-mae:4501.55078 validation_1-mae:6024.30273 [1017] validation_0-mae:4500.34717 validation_1-mae:6024.09180 [1018] validation_0-mae:4499.07324 validation_1-mae:6024.10010 [1019] validation_0-mae:4497.21484 validation_1-mae:6024.11035 [1020] validation_0-mae:4495.85693 validation_1-mae:6023.07275 [1021] validation_0-mae:4494.55664 validation_1-mae:6023.24951 [1022] validation_0-mae:4493.75049 validation_1-mae:6023.55322 [1023] validation_0-mae:4492.41504 validation_1-mae:6023.43408 [1024] validation_0-mae:4491.73389 validation_1-mae:6023.52588 [1025] validation_0-mae:4489.82910 validation_1-mae:6023.15332 [1026] validation_0-mae:4488.55957 validation_1-mae:6023.51367 [1027] validation_0-mae:4487.21777 validation_1-mae:6023.04834 [1028] validation_0-mae:4486.04834 validation_1-mae:6023.03174 [1029] validation_0-mae:4484.00098 validation_1-mae:6022.28613 [1030] validation_0-mae:4482.68994 validation_1-mae:6021.97559 [1031] validation_0-mae:4481.53662 validation_1-mae:6021.30957 [1032] validation_0-mae:4480.49756 validation_1-mae:6021.22656 [1033] validation_0-mae:4478.74902 validation_1-mae:6020.67236 [1034] validation_0-mae:4477.13379 validation_1-mae:6020.53564 [1035] validation_0-mae:4475.68213 validation_1-mae:6020.10107 [1036] validation_0-mae:4474.01514 validation_1-mae:6020.44629 [1037] validation_0-mae:4472.95947 validation_1-mae:6020.45898 [1038] validation_0-mae:4471.99658 validation_1-mae:6020.67969 [1039] validation_0-mae:4469.89697 validation_1-mae:6019.99414 [1040] validation_0-mae:4468.86865 validation_1-mae:6020.84814 [1041] validation_0-mae:4468.15674 validation_1-mae:6020.54004 [1042] validation_0-mae:4467.51025 validation_1-mae:6020.65430 [1043] validation_0-mae:4466.45020 validation_1-mae:6020.56592 [1044] validation_0-mae:4465.41162 validation_1-mae:6020.88574 [1045] validation_0-mae:4464.30420 validation_1-mae:6021.13379 [1046] validation_0-mae:4462.84961 validation_1-mae:6021.12305 [1047] validation_0-mae:4461.59570 validation_1-mae:6021.04590 [1048] validation_0-mae:4459.73438 validation_1-mae:6020.22900 [1049] validation_0-mae:4458.61475 validation_1-mae:6020.51221 [1050] validation_0-mae:4457.57471 validation_1-mae:6021.11621 [1051] validation_0-mae:4456.50635 validation_1-mae:6021.82471 [1052] validation_0-mae:4455.37744 validation_1-mae:6021.91113 [1053] validation_0-mae:4454.44873 validation_1-mae:6021.78076 [1054] validation_0-mae:4453.39111 validation_1-mae:6021.69336 [1055] validation_0-mae:4452.57080 validation_1-mae:6021.10254 [1056] validation_0-mae:4451.64893 validation_1-mae:6021.19141 [1057] validation_0-mae:4449.96728 validation_1-mae:6020.98340 [1058] validation_0-mae:4448.91748 validation_1-mae:6021.04492 [1059] validation_0-mae:4448.05127 validation_1-mae:6021.10352 [1060] validation_0-mae:4446.97022 validation_1-mae:6021.61035 [1061] validation_0-mae:4445.22461 validation_1-mae:6021.18115 [1062] validation_0-mae:4443.67041 validation_1-mae:6020.80762 [1063] validation_0-mae:4442.19336 validation_1-mae:6020.74805 [1064] validation_0-mae:4440.43652 validation_1-mae:6020.82666 [1065] validation_0-mae:4439.11328 validation_1-mae:6021.00293 [1066] validation_0-mae:4437.93066 validation_1-mae:6021.71680 [1067] validation_0-mae:4436.98291 validation_1-mae:6021.79639 [1068] validation_0-mae:4436.11230 validation_1-mae:6022.35059 [1069] validation_0-mae:4435.31836 validation_1-mae:6022.27393 [1070] validation_0-mae:4434.29053 validation_1-mae:6022.30566 [1071] validation_0-mae:4434.25147 validation_1-mae:6022.30469 [1072] validation_0-mae:4433.62842 validation_1-mae:6021.98975 [1073] validation_0-mae:4432.76172 validation_1-mae:6022.49023 [1074] validation_0-mae:4431.62256 validation_1-mae:6022.89941 [1075] validation_0-mae:4431.08936 validation_1-mae:6022.66162 [1076] validation_0-mae:4430.69043 validation_1-mae:6022.46387 [1077] validation_0-mae:4429.56787 validation_1-mae:6022.72949 [1078] validation_0-mae:4429.06689 validation_1-mae:6022.64893 [1079] validation_0-mae:4428.63525 validation_1-mae:6022.63330 [1080] validation_0-mae:4427.59082 validation_1-mae:6022.33984 [1081] validation_0-mae:4427.55127 validation_1-mae:6022.33936 [1082] validation_0-mae:4426.65869 validation_1-mae:6022.14648 [1083] validation_0-mae:4426.32373 validation_1-mae:6022.09717 [1084] validation_0-mae:4425.90283 validation_1-mae:6021.87207 [1085] validation_0-mae:4425.16504 validation_1-mae:6021.78516 [1086] validation_0-mae:4424.20215 validation_1-mae:6021.77539 [1087] validation_0-mae:4422.89209 validation_1-mae:6022.05713 [1088] validation_0-mae:4421.58252 validation_1-mae:6021.99219 [1089] validation_0-mae:4419.80713 validation_1-mae:6021.73047 [1090] validation_0-mae:4418.88330 validation_1-mae:6022.07520 [1091] validation_0-mae:4417.65967 validation_1-mae:6021.96240 [1092] validation_0-mae:4416.36475 validation_1-mae:6022.39160 [1093] validation_0-mae:4415.19727 validation_1-mae:6022.64209 [1094] validation_0-mae:4413.85742 validation_1-mae:6022.62207 [1095] validation_0-mae:4412.29688 validation_1-mae:6023.21777 [1096] validation_0-mae:4411.24853 validation_1-mae:6023.32324 [1097] validation_0-mae:4410.31103 validation_1-mae:6023.30566 [1098] validation_0-mae:4409.78320 validation_1-mae:6023.27344 [1099] validation_0-mae:4408.40967 validation_1-mae:6022.95703 [1100] validation_0-mae:4407.93506 validation_1-mae:6022.85352 [1101] validation_0-mae:4407.06982 validation_1-mae:6022.95459 [1102] validation_0-mae:4406.27637 validation_1-mae:6023.11328 [1103] validation_0-mae:4405.68066 validation_1-mae:6023.08496 [1104] validation_0-mae:4404.44873 validation_1-mae:6023.43945 [1105] validation_0-mae:4403.80811 validation_1-mae:6023.53516 [1106] validation_0-mae:4402.77002 validation_1-mae:6023.22217 [1107] validation_0-mae:4401.43506 validation_1-mae:6023.20117 [1108] validation_0-mae:4400.46875 validation_1-mae:6022.95361 [1109] validation_0-mae:4399.86377 validation_1-mae:6022.86523 [1110] validation_0-mae:4398.73145 validation_1-mae:6022.46240 [1111] validation_0-mae:4398.04688 validation_1-mae:6022.76416 [1112] validation_0-mae:4397.08838 validation_1-mae:6022.63672 [1113] validation_0-mae:4396.10059 validation_1-mae:6022.73975 [1114] validation_0-mae:4395.74463 validation_1-mae:6022.62109 [1115] validation_0-mae:4395.12305 validation_1-mae:6022.43799 [1116] validation_0-mae:4394.22217 validation_1-mae:6022.43457 [1117] validation_0-mae:4393.09326 validation_1-mae:6021.71387 [1118] validation_0-mae:4392.18945 validation_1-mae:6022.09766 [1119] validation_0-mae:4391.30713 validation_1-mae:6022.17627 [1120] validation_0-mae:4390.49121 validation_1-mae:6021.95996 [1121] validation_0-mae:4389.58350 validation_1-mae:6022.09033 [1122] validation_0-mae:4388.81299 validation_1-mae:6022.22412 [1123] validation_0-mae:4387.90820 validation_1-mae:6021.92285 [1124] validation_0-mae:4386.63525 validation_1-mae:6021.72168 [1125] validation_0-mae:4385.04297 validation_1-mae:6021.61426 [1126] validation_0-mae:4383.94189 validation_1-mae:6021.55615 [1127] validation_0-mae:4383.53955 validation_1-mae:6021.53076 [1128] validation_0-mae:4383.11084 validation_1-mae:6021.41504 [1129] validation_0-mae:4382.80908 validation_1-mae:6021.39111 [1130] validation_0-mae:4381.68603 validation_1-mae:6021.07080 [1131] validation_0-mae:4379.72217 validation_1-mae:6020.52148 [1132] validation_0-mae:4379.07275 validation_1-mae:6020.43311 [1133] validation_0-mae:4377.62061 validation_1-mae:6020.58984 [1134] validation_0-mae:4375.93799 validation_1-mae:6020.98682 [1135] validation_0-mae:4374.08984 validation_1-mae:6021.20020 [1136] validation_0-mae:4372.32568 validation_1-mae:6021.14404 [1137] validation_0-mae:4370.38330 validation_1-mae:6022.06934 [1138] validation_0-mae:4369.06397 validation_1-mae:6021.56982 [1139] validation_0-mae:4368.49951 validation_1-mae:6021.53613 [1140] validation_0-mae:4367.56250 validation_1-mae:6021.95312 [1141] validation_0-mae:4366.76270 validation_1-mae:6021.94580 [1142] validation_0-mae:4366.20312 validation_1-mae:6021.71045 [1143] validation_0-mae:4365.67334 validation_1-mae:6022.07861 [1144] validation_0-mae:4364.28662 validation_1-mae:6022.18115 [1145] validation_0-mae:4363.20801 validation_1-mae:6022.20361 [1146] validation_0-mae:4362.35742 validation_1-mae:6022.17383 [1147] validation_0-mae:4361.58203 validation_1-mae:6021.88232 [1148] validation_0-mae:4360.44824 validation_1-mae:6021.36328 [1149] validation_0-mae:4359.84717 validation_1-mae:6021.16455 [1150] validation_0-mae:4359.82959 validation_1-mae:6021.19580 [1151] validation_0-mae:4359.64209 validation_1-mae:6021.21973 [1152] validation_0-mae:4358.68262 validation_1-mae:6021.43799 [1153] validation_0-mae:4358.25537 validation_1-mae:6021.10547 [1154] validation_0-mae:4356.96484 validation_1-mae:6021.44141 [1155] validation_0-mae:4355.81689 validation_1-mae:6021.57324 [1156] validation_0-mae:4354.55664 validation_1-mae:6021.53906 [1157] validation_0-mae:4353.41699 validation_1-mae:6021.17969 [1158] validation_0-mae:4352.50293 validation_1-mae:6021.35352 [1159] validation_0-mae:4351.78906 validation_1-mae:6021.36230 [1160] validation_0-mae:4350.18311 validation_1-mae:6020.76953 [1161] validation_0-mae:4349.25439 validation_1-mae:6020.55713 [1162] validation_0-mae:4347.95605 validation_1-mae:6021.05957 [1163] validation_0-mae:4346.28711 validation_1-mae:6021.45312 [1164] validation_0-mae:4344.91748 validation_1-mae:6020.96973 [1165] validation_0-mae:4343.73584 validation_1-mae:6021.07227 [1166] validation_0-mae:4343.13086 validation_1-mae:6020.89697 [1167] validation_0-mae:4342.80322 validation_1-mae:6020.80420 [1168] validation_0-mae:4341.80957 validation_1-mae:6020.78418 [1169] validation_0-mae:4341.21777 validation_1-mae:6020.99072 [1170] validation_0-mae:4341.18945 validation_1-mae:6021.00195 [1171] validation_0-mae:4340.67773 validation_1-mae:6020.76904 [1172] validation_0-mae:4340.06543 validation_1-mae:6021.11133 [1173] validation_0-mae:4339.65186 validation_1-mae:6021.01562 [1174] validation_0-mae:4338.86768 validation_1-mae:6021.19824 [1175] validation_0-mae:4337.94141 validation_1-mae:6021.09717 [1176] validation_0-mae:4336.79004 validation_1-mae:6021.42041 [1177] validation_0-mae:4335.06982 validation_1-mae:6021.07422 [1178] validation_0-mae:4333.65918 validation_1-mae:6020.38379 [1179] validation_0-mae:4332.91455 validation_1-mae:6020.65723 [1180] validation_0-mae:4331.52295 validation_1-mae:6020.57715 [1181] validation_0-mae:4330.08154 validation_1-mae:6019.95557 [1182] validation_0-mae:4328.53662 validation_1-mae:6019.41797 [1183] validation_0-mae:4327.25928 validation_1-mae:6019.45801 [1184] validation_0-mae:4325.74853 validation_1-mae:6019.60400 [1185] validation_0-mae:4324.08350 validation_1-mae:6018.96143 [1186] validation_0-mae:4323.03662 validation_1-mae:6018.73682 [1187] validation_0-mae:4322.47266 validation_1-mae:6018.76758 [1188] validation_0-mae:4321.07031 validation_1-mae:6019.21484 [1189] validation_0-mae:4319.64893 validation_1-mae:6019.20605 [1190] validation_0-mae:4318.59912 validation_1-mae:6020.10303 [1191] validation_0-mae:4318.24121 validation_1-mae:6020.35547 [1192] validation_0-mae:4317.39648 validation_1-mae:6020.47070 [1193] validation_0-mae:4316.67822 validation_1-mae:6020.65283 [1194] validation_0-mae:4315.85059 validation_1-mae:6020.95947 [1195] validation_0-mae:4314.69727 validation_1-mae:6020.67871 [1196] validation_0-mae:4313.99414 validation_1-mae:6020.58545 [1197] validation_0-mae:4313.02930 validation_1-mae:6019.73291 [1198] validation_0-mae:4312.11914 validation_1-mae:6019.79443 [1199] validation_0-mae:4311.26367 validation_1-mae:6019.50537 [1200] validation_0-mae:4310.51221 validation_1-mae:6019.25293 [1201] validation_0-mae:4309.96094 validation_1-mae:6019.46240 [1202] validation_0-mae:4309.55322 validation_1-mae:6019.31397 [1203] validation_0-mae:4308.45410 validation_1-mae:6019.08105 [1204] validation_0-mae:4307.65576 validation_1-mae:6018.99219 [1205] validation_0-mae:4306.94434 validation_1-mae:6019.00342 [1206] validation_0-mae:4306.42383 validation_1-mae:6019.13184 [1207] validation_0-mae:4305.82520 validation_1-mae:6018.92236 [1208] validation_0-mae:4304.84912 validation_1-mae:6019.05322 [1209] validation_0-mae:4304.56299 validation_1-mae:6019.08691 [1210] validation_0-mae:4304.18311 validation_1-mae:6018.91553 [1211] validation_0-mae:4304.09863 validation_1-mae:6019.06885 [1212] validation_0-mae:4303.24170 validation_1-mae:6019.54248 [1213] validation_0-mae:4303.16650 validation_1-mae:6019.48242 [1214] validation_0-mae:4301.72559 validation_1-mae:6019.16797 [1215] validation_0-mae:4300.52783 validation_1-mae:6019.84082 [1216] validation_0-mae:4299.11328 validation_1-mae:6020.33887 [1217] validation_0-mae:4297.59131 validation_1-mae:6020.40576 [1218] validation_0-mae:4296.49414 validation_1-mae:6020.80566 [1219] validation_0-mae:4296.44287 validation_1-mae:6020.78223 [1220] validation_0-mae:4296.27588 validation_1-mae:6020.67627 [1221] validation_0-mae:4295.42041 validation_1-mae:6020.68555 [1222] validation_0-mae:4294.46631 validation_1-mae:6020.90625 [1223] validation_0-mae:4293.63965 validation_1-mae:6020.03662 [1224] validation_0-mae:4293.06103 validation_1-mae:6020.08496 [1225] validation_0-mae:4292.76904 validation_1-mae:6020.09033 [1226] validation_0-mae:4291.45996 validation_1-mae:6019.87695 [1227] validation_0-mae:4289.28760 validation_1-mae:6019.82959 [1228] validation_0-mae:4288.43506 validation_1-mae:6020.19824 [1229] validation_0-mae:4287.31103 validation_1-mae:6019.69531 [1230] validation_0-mae:4286.22461 validation_1-mae:6019.86230 [1231] validation_0-mae:4285.05273 validation_1-mae:6019.85547 [1232] validation_0-mae:4283.54736 validation_1-mae:6019.98438 [1233] validation_0-mae:4282.32666 validation_1-mae:6020.13330 [1234] validation_0-mae:4281.36279 validation_1-mae:6019.83301 [1235] validation_0-mae:4280.76807 validation_1-mae:6020.05078 [1236] validation_0-mae:4280.13965 validation_1-mae:6020.46680 [1237] validation_0-mae:4279.22510 validation_1-mae:6020.50586 [1238] validation_0-mae:4278.13525 validation_1-mae:6020.87353 [1239] validation_0-mae:4277.32715 validation_1-mae:6020.66260 [1240] validation_0-mae:4276.16455 validation_1-mae:6020.70996 [1241] validation_0-mae:4275.63721 validation_1-mae:6020.63916 [1242] validation_0-mae:4274.23633 validation_1-mae:6021.16602 [1243] validation_0-mae:4272.91992 validation_1-mae:6021.53760 [1244] validation_0-mae:4272.03809 validation_1-mae:6021.29980 [1245] validation_0-mae:4271.41895 validation_1-mae:6021.23242 [1246] validation_0-mae:4270.13330 validation_1-mae:6021.32861 [1247] validation_0-mae:4269.35645 validation_1-mae:6021.10645 [1248] validation_0-mae:4268.11670 validation_1-mae:6021.49072 [1249] validation_0-mae:4267.31201 validation_1-mae:6021.50830 [1250] validation_0-mae:4266.70898 validation_1-mae:6021.61426 [1251] validation_0-mae:4265.75635 validation_1-mae:6021.95605 [1252] validation_0-mae:4265.00732 validation_1-mae:6021.86572 [1253] validation_0-mae:4264.23438 validation_1-mae:6022.02393 [1254] validation_0-mae:4263.39209 validation_1-mae:6022.72852 [1255] validation_0-mae:4262.49414 validation_1-mae:6023.15234 [1256] validation_0-mae:4261.84814 validation_1-mae:6023.36865 [1257] validation_0-mae:4260.88965 validation_1-mae:6023.62793 [1258] validation_0-mae:4259.78174 validation_1-mae:6024.25293 [1259] validation_0-mae:4259.17529 validation_1-mae:6024.25732 [1260] validation_0-mae:4258.26465 validation_1-mae:6024.35986 [1261] validation_0-mae:4257.67383 validation_1-mae:6024.04688 [1262] validation_0-mae:4257.21338 validation_1-mae:6024.43994 [1263] validation_0-mae:4257.17773 validation_1-mae:6024.47949 [1264] validation_0-mae:4256.73193 validation_1-mae:6024.90820 [1265] validation_0-mae:4256.30371 validation_1-mae:6024.79883 [1266] validation_0-mae:4255.45654 validation_1-mae:6024.57568 [1267] validation_0-mae:4255.22900 validation_1-mae:6024.46777 [1268] validation_0-mae:4254.51562 validation_1-mae:6024.31201 [1269] validation_0-mae:4253.94727 validation_1-mae:6024.44775 [1270] validation_0-mae:4253.33545 validation_1-mae:6024.44434 [1271] validation_0-mae:4252.22705 validation_1-mae:6024.41406 [1272] validation_0-mae:4251.62891 validation_1-mae:6024.39404 [1273] validation_0-mae:4250.40381 validation_1-mae:6024.75439 [1274] validation_0-mae:4248.52930 validation_1-mae:6023.84326 [1275] validation_0-mae:4247.83643 validation_1-mae:6023.79150 [1276] validation_0-mae:4246.97119 validation_1-mae:6023.69482 [1277] validation_0-mae:4245.83936 validation_1-mae:6024.03027 [1278] validation_0-mae:4244.17480 validation_1-mae:6023.72900 [1279] validation_0-mae:4242.65527 validation_1-mae:6024.15186 [1280] validation_0-mae:4241.01562 validation_1-mae:6024.91309 [1281] validation_0-mae:4238.89648 validation_1-mae:6025.00684 [1282] validation_0-mae:4237.96533 validation_1-mae:6025.16504 [1283] validation_0-mae:4237.37500 validation_1-mae:6024.73730 [1284] validation_0-mae:4235.97998 validation_1-mae:6025.25000 [1285] validation_0-mae:4235.16553 validation_1-mae:6025.38672 [1286] validation_0-mae:4234.01953 validation_1-mae:6024.77393 [1287] validation_0-mae:4233.19824 validation_1-mae:6024.94482 [1288] validation_0-mae:4231.97314 validation_1-mae:6024.79004 [1289] validation_0-mae:4230.63525 validation_1-mae:6024.84082 [1290] validation_0-mae:4229.95752 validation_1-mae:6024.88574 [1291] validation_0-mae:4228.71289 validation_1-mae:6025.13232 [1292] validation_0-mae:4227.88184 validation_1-mae:6025.26855 [1293] validation_0-mae:4227.49609 validation_1-mae:6025.03711 [1294] validation_0-mae:4225.97070 validation_1-mae:6024.92529 [1295] validation_0-mae:4224.93408 validation_1-mae:6025.15918 [1296] validation_0-mae:4223.84473 validation_1-mae:6025.14209 [1297] validation_0-mae:4223.16553 validation_1-mae:6024.95947 [1298] validation_0-mae:4222.00098 validation_1-mae:6025.43457 [1299] validation_0-mae:4220.81641 validation_1-mae:6025.25488 [1300] validation_0-mae:4219.77783 validation_1-mae:6025.59766 [1301] validation_0-mae:4218.75781 validation_1-mae:6025.64160 [1302] validation_0-mae:4217.80908 validation_1-mae:6025.68799 [1303] validation_0-mae:4216.89844 validation_1-mae:6025.48340 [1304] validation_0-mae:4216.40625 validation_1-mae:6025.63184 [1305] validation_0-mae:4214.60107 validation_1-mae:6025.47461 [1306] validation_0-mae:4213.27393 validation_1-mae:6025.39746 [1307] validation_0-mae:4212.47314 validation_1-mae:6025.08643 [1308] validation_0-mae:4211.59961 validation_1-mae:6025.22119 [1309] validation_0-mae:4210.68848 validation_1-mae:6025.01416 [1310] validation_0-mae:4209.61328 validation_1-mae:6025.77148 [1311] validation_0-mae:4208.81885 validation_1-mae:6026.26465 [1312] validation_0-mae:4208.01270 validation_1-mae:6026.09717 [1313] validation_0-mae:4207.26123 validation_1-mae:6025.91260 [1314] validation_0-mae:4206.72168 validation_1-mae:6025.81982 [1315] validation_0-mae:4206.36865 validation_1-mae:6025.80176 [1316] validation_0-mae:4205.89209 validation_1-mae:6025.68311 [1317] validation_0-mae:4205.05615 validation_1-mae:6025.43897 [1318] validation_0-mae:4204.85742 validation_1-mae:6025.41553 [1319] validation_0-mae:4204.24951 validation_1-mae:6025.42090 [1320] validation_0-mae:4203.82812 validation_1-mae:6025.13623 [1321] validation_0-mae:4203.39648 validation_1-mae:6025.00635 [1322] validation_0-mae:4203.06543 validation_1-mae:6025.06152 [1323] validation_0-mae:4202.75342 validation_1-mae:6025.11865 [1324] validation_0-mae:4202.39307 validation_1-mae:6025.09863 [1325] validation_0-mae:4201.66113 validation_1-mae:6025.11084 [1326] validation_0-mae:4201.05908 validation_1-mae:6024.99951 [1327] validation_0-mae:4199.62695 validation_1-mae:6025.32324 [1328] validation_0-mae:4199.10352 validation_1-mae:6025.32422 [1329] validation_0-mae:4197.93164 validation_1-mae:6025.26074 [1330] validation_0-mae:4197.10205 validation_1-mae:6025.50537 [1331] validation_0-mae:4196.16699 validation_1-mae:6025.35986 [1332] validation_0-mae:4195.43555 validation_1-mae:6025.40478 [1333] validation_0-mae:4194.40869 validation_1-mae:6025.62744 [1334] validation_0-mae:4193.92627 validation_1-mae:6025.83789 [1335] validation_0-mae:4193.08740 validation_1-mae:6025.95215 [1336] validation_0-mae:4192.15967 validation_1-mae:6025.96631 [1337] validation_0-mae:4191.40283 validation_1-mae:6025.90723 [1338] validation_0-mae:4190.51514 validation_1-mae:6025.55371 [1339] validation_0-mae:4189.73633 validation_1-mae:6025.83691 [1340] validation_0-mae:4188.52100 validation_1-mae:6025.78125 [1341] validation_0-mae:4187.58252 validation_1-mae:6026.00000 [1342] validation_0-mae:4187.25732 validation_1-mae:6026.18164 [1343] validation_0-mae:4185.72705 validation_1-mae:6026.41162 [1344] validation_0-mae:4185.20752 validation_1-mae:6026.68164 [1345] validation_0-mae:4183.64111 validation_1-mae:6025.65430 [1346] validation_0-mae:4182.48584 validation_1-mae:6024.81103 [1347] validation_0-mae:4181.77734 validation_1-mae:6024.70898 [1348] validation_0-mae:4180.99170 validation_1-mae:6025.19971 [1349] validation_0-mae:4179.49805 validation_1-mae:6024.64209 [1350] validation_0-mae:4178.83350 validation_1-mae:6024.33691 [1351] validation_0-mae:4177.91504 validation_1-mae:6023.81250 [1352] validation_0-mae:4176.77051 validation_1-mae:6023.81201 [1353] validation_0-mae:4175.98535 validation_1-mae:6023.54590 [1354] validation_0-mae:4175.17578 validation_1-mae:6023.48096 [1355] validation_0-mae:4174.28272 validation_1-mae:6023.60547 [1356] validation_0-mae:4173.62647 validation_1-mae:6023.56787 [1357] validation_0-mae:4173.16162 validation_1-mae:6023.41064 [1358] validation_0-mae:4172.68066 validation_1-mae:6023.59717 [1359] validation_0-mae:4172.11230 validation_1-mae:6023.62647 [1360] validation_0-mae:4170.94580 validation_1-mae:6023.44189 [1361] validation_0-mae:4170.19971 validation_1-mae:6023.42432 [1362] validation_0-mae:4169.41455 validation_1-mae:6023.24023 [1363] validation_0-mae:4168.13379 validation_1-mae:6023.03857 [1364] validation_0-mae:4166.42773 validation_1-mae:6022.35254 [1365] validation_0-mae:4165.59668 validation_1-mae:6022.48877 [1366] validation_0-mae:4165.07324 validation_1-mae:6022.35889 [1367] validation_0-mae:4164.42236 validation_1-mae:6022.46875 [1368] validation_0-mae:4163.93164 validation_1-mae:6022.63232 [1369] validation_0-mae:4163.07178 validation_1-mae:6022.75049 [1370] validation_0-mae:4162.29932 validation_1-mae:6022.55176 [1371] validation_0-mae:4161.25928 validation_1-mae:6022.87842 [1372] validation_0-mae:4160.02197 validation_1-mae:6023.16211 [1373] validation_0-mae:4159.02588 validation_1-mae:6023.14062 [1374] validation_0-mae:4158.17725 validation_1-mae:6023.15088 [1375] validation_0-mae:4156.62988 validation_1-mae:6023.35400 [1376] validation_0-mae:4155.31006 validation_1-mae:6022.88428 [1377] validation_0-mae:4154.59131 validation_1-mae:6023.13965 [1378] validation_0-mae:4153.81592 validation_1-mae:6023.35498 [1379] validation_0-mae:4153.23047 validation_1-mae:6023.81348 [1380] validation_0-mae:4152.78516 validation_1-mae:6023.95410 [1381] validation_0-mae:4152.38330 validation_1-mae:6023.88770 [1382] validation_0-mae:4151.40332 validation_1-mae:6023.65088 [1383] validation_0-mae:4151.05078 validation_1-mae:6023.56982 [1384] validation_0-mae:4150.90430 validation_1-mae:6023.50439 [1385] validation_0-mae:4150.71826 validation_1-mae:6023.45410 [1386] validation_0-mae:4149.95361 validation_1-mae:6023.70850 [1387] validation_0-mae:4149.06494 validation_1-mae:6023.48242 [1388] validation_0-mae:4147.92920 validation_1-mae:6023.85352 [1389] validation_0-mae:4147.45996 validation_1-mae:6024.02490 [1390] validation_0-mae:4145.90430 validation_1-mae:6023.63574 [1391] validation_0-mae:4145.24463 validation_1-mae:6023.44775 [1392] validation_0-mae:4144.58105 validation_1-mae:6023.38574 [1393] validation_0-mae:4143.60400 validation_1-mae:6023.40723 [1394] validation_0-mae:4142.96728 validation_1-mae:6023.25830 [1395] validation_0-mae:4142.40430 validation_1-mae:6023.29395 [1396] validation_0-mae:4141.47461 validation_1-mae:6023.85986 [1397] validation_0-mae:4139.73047 validation_1-mae:6023.61914 [1398] validation_0-mae:4139.07080 validation_1-mae:6023.48193 [1399] validation_0-mae:4137.42725 validation_1-mae:6023.57324 [1400] validation_0-mae:4136.62158 validation_1-mae:6023.28320 [1401] validation_0-mae:4136.12793 validation_1-mae:6023.39600 [1402] validation_0-mae:4135.79688 validation_1-mae:6023.36035 [1403] validation_0-mae:4135.41260 validation_1-mae:6023.47022 [1404] validation_0-mae:4134.68359 validation_1-mae:6023.34033 [1405] validation_0-mae:4133.75195 validation_1-mae:6023.75391 [1406] validation_0-mae:4133.35986 validation_1-mae:6023.87842 [1407] validation_0-mae:4133.14502 validation_1-mae:6023.91406 [1408] validation_0-mae:4132.22461 validation_1-mae:6024.26172 [1409] validation_0-mae:4131.66553 validation_1-mae:6024.55518 [1410] validation_0-mae:4130.25000 validation_1-mae:6024.58447 [1411] validation_0-mae:4129.60303 validation_1-mae:6024.69092 [1412] validation_0-mae:4128.78369 validation_1-mae:6024.79102 [1413] validation_0-mae:4128.02246 validation_1-mae:6024.48438 [1414] validation_0-mae:4127.24170 validation_1-mae:6024.34619 [1415] validation_0-mae:4126.29590 validation_1-mae:6024.40283 [1416] validation_0-mae:4125.47266 validation_1-mae:6024.32080 [1417] validation_0-mae:4124.69434 validation_1-mae:6023.92041 [1418] validation_0-mae:4123.88281 validation_1-mae:6024.04541 [1419] validation_0-mae:4122.76025 validation_1-mae:6024.17676 [1420] validation_0-mae:4121.46728 validation_1-mae:6024.91504 [1421] validation_0-mae:4120.30957 validation_1-mae:6024.50000 [1422] validation_0-mae:4118.91016 validation_1-mae:6024.94824 [1423] validation_0-mae:4117.96777 validation_1-mae:6024.69434 [1424] validation_0-mae:4117.10693 validation_1-mae:6024.91895 [1425] validation_0-mae:4116.41113 validation_1-mae:6024.75781 [1426] validation_0-mae:4115.61182 validation_1-mae:6024.67627 [1427] validation_0-mae:4114.48828 validation_1-mae:6024.07471 [1428] validation_0-mae:4113.54150 validation_1-mae:6023.99316 [1429] validation_0-mae:4112.50147 validation_1-mae:6024.16064 [1430] validation_0-mae:4111.53076 validation_1-mae:6023.92480 [1431] validation_0-mae:4110.60791 validation_1-mae:6023.82959 [1432] validation_0-mae:4109.88330 validation_1-mae:6023.96436 [1433] validation_0-mae:4108.65869 validation_1-mae:6023.96240 [1434] validation_0-mae:4107.34961 validation_1-mae:6024.59814 [1435] validation_0-mae:4105.69287 validation_1-mae:6024.77734 [1436] validation_0-mae:4104.79346 validation_1-mae:6025.14746 [1437] validation_0-mae:4103.38574 validation_1-mae:6025.23584 [1438] validation_0-mae:4102.89307 validation_1-mae:6025.28760 [1439] validation_0-mae:4102.18262 validation_1-mae:6025.22998 [1440] validation_0-mae:4101.44043 validation_1-mae:6024.85889 [1441] validation_0-mae:4101.10645 validation_1-mae:6024.93311 [1442] validation_0-mae:4100.92871 validation_1-mae:6024.93457 [1443] validation_0-mae:4099.76025 validation_1-mae:6025.02832 [1444] validation_0-mae:4098.99072 validation_1-mae:6025.43311 [1445] validation_0-mae:4098.39893 validation_1-mae:6025.35986 [1446] validation_0-mae:4097.58447 validation_1-mae:6025.52344 [1447] validation_0-mae:4096.59961 validation_1-mae:6025.51318 [1448] validation_0-mae:4096.12353 validation_1-mae:6025.45020 [1449] validation_0-mae:4095.64111 validation_1-mae:6025.54785 [1450] validation_0-mae:4095.05737 validation_1-mae:6025.37061 [1451] validation_0-mae:4094.12695 validation_1-mae:6025.36426 [1452] validation_0-mae:4093.49951 validation_1-mae:6025.84228 [1453] validation_0-mae:4092.43262 validation_1-mae:6024.89795 [1454] validation_0-mae:4091.26660 validation_1-mae:6025.28613 [1455] validation_0-mae:4090.32373 validation_1-mae:6025.16162 [1456] validation_0-mae:4089.78711 validation_1-mae:6025.41357 [1457] validation_0-mae:4088.79321 validation_1-mae:6025.14014 [1458] validation_0-mae:4088.54639 validation_1-mae:6025.27148 [1459] validation_0-mae:4087.75928 validation_1-mae:6025.37061 [1460] validation_0-mae:4086.28198 validation_1-mae:6025.14209 [1461] validation_0-mae:4085.26709 validation_1-mae:6024.67822 [1462] validation_0-mae:4084.67944 validation_1-mae:6024.63330 [1463] validation_0-mae:4083.93945 validation_1-mae:6024.89453 [1464] validation_0-mae:4083.30347 validation_1-mae:6024.52490 [1465] validation_0-mae:4082.78833 validation_1-mae:6024.95654 [1466] validation_0-mae:4082.59595 validation_1-mae:6025.02588 [1467] validation_0-mae:4081.72705 validation_1-mae:6024.87695 [1468] validation_0-mae:4081.54883 validation_1-mae:6024.81445 [1469] validation_0-mae:4081.27979 validation_1-mae:6024.73584 [1470] validation_0-mae:4080.55859 validation_1-mae:6024.69580 [1471] validation_0-mae:4079.91138 validation_1-mae:6024.78467 [1472] validation_0-mae:4078.36426 validation_1-mae:6025.46728 [1473] validation_0-mae:4076.85083 validation_1-mae:6025.62158 [1474] validation_0-mae:4076.78857 validation_1-mae:6025.64307 [1475] validation_0-mae:4076.33691 validation_1-mae:6025.51953 [1476] validation_0-mae:4076.29541 validation_1-mae:6025.52881 [1477] validation_0-mae:4074.87866 validation_1-mae:6024.92529 [1478] validation_0-mae:4074.37280 validation_1-mae:6024.79004 [1479] validation_0-mae:4074.33984 validation_1-mae:6024.79248 [1480] validation_0-mae:4073.75146 validation_1-mae:6024.52197 [1481] validation_0-mae:4073.59668 validation_1-mae:6024.53516 [1482] validation_0-mae:4073.16187 validation_1-mae:6024.22314 [1483] validation_0-mae:4071.96899 validation_1-mae:6024.41064 [1484] validation_0-mae:4071.03735 validation_1-mae:6024.54639 [1485] validation_0-mae:4070.61231 validation_1-mae:6024.80420 [1486] validation_0-mae:4070.04956 validation_1-mae:6024.58984 [1487] validation_0-mae:4069.67505 validation_1-mae:6024.61377 [1488] validation_0-mae:4069.42920 validation_1-mae:6024.72363 [1489] validation_0-mae:4069.36011 validation_1-mae:6024.72168 [1490] validation_0-mae:4069.23608 validation_1-mae:6024.68799 [1491] validation_0-mae:4068.35230 validation_1-mae:6024.61230 [1492] validation_0-mae:4067.80200 validation_1-mae:6024.60400 [1493] validation_0-mae:4067.01782 validation_1-mae:6024.37353 [1494] validation_0-mae:4065.67749 validation_1-mae:6024.41553 [1495] validation_0-mae:4064.86621 validation_1-mae:6023.98389 [1496] validation_0-mae:4064.23779 validation_1-mae:6023.75244 [1497] validation_0-mae:4063.52759 validation_1-mae:6023.66992 [1498] validation_0-mae:4062.26172 validation_1-mae:6022.90478 [1499] validation_0-mae:4061.59399 validation_1-mae:6022.69336 [1500] validation_0-mae:4060.63355 validation_1-mae:6022.42529 [1501] validation_0-mae:4060.15503 validation_1-mae:6022.16748 [1502] validation_0-mae:4059.50342 validation_1-mae:6022.20020 [1503] validation_0-mae:4058.44019 validation_1-mae:6021.98096 [1504] validation_0-mae:4057.63135 validation_1-mae:6022.02978 [1505] validation_0-mae:4057.03540 validation_1-mae:6022.01904 [1506] validation_0-mae:4056.16821 validation_1-mae:6022.03564 [1507] validation_0-mae:4055.75293 validation_1-mae:6022.11670 [1508] validation_0-mae:4055.01880 validation_1-mae:6021.96094 [1509] validation_0-mae:4053.99145 validation_1-mae:6021.50488 [1510] validation_0-mae:4053.19897 validation_1-mae:6021.47363 [1511] validation_0-mae:4052.71411 validation_1-mae:6021.15772 [1512] validation_0-mae:4051.31885 validation_1-mae:6020.30957 [1513] validation_0-mae:4050.82739 validation_1-mae:6020.41211 [1514] validation_0-mae:4050.56152 validation_1-mae:6020.26709 [1515] validation_0-mae:4049.51489 validation_1-mae:6019.70264 [1516] validation_0-mae:4048.63696 validation_1-mae:6019.72705 [1517] validation_0-mae:4047.57886 validation_1-mae:6019.51172 [1518] validation_0-mae:4046.87769 validation_1-mae:6019.33643 [1519] validation_0-mae:4046.33496 validation_1-mae:6019.27441 [1520] validation_0-mae:4045.08447 validation_1-mae:6019.22461 [1521] validation_0-mae:4043.69727 validation_1-mae:6019.13916 [1522] validation_0-mae:4042.62915 validation_1-mae:6019.26807 [1523] validation_0-mae:4041.38647 validation_1-mae:6019.15576 [1524] validation_0-mae:4040.13989 validation_1-mae:6018.86865 [1525] validation_0-mae:4038.92578 validation_1-mae:6019.04590 [1526] validation_0-mae:4037.93384 validation_1-mae:6019.76172 [1527] validation_0-mae:4036.66333 validation_1-mae:6019.89258 [1528] validation_0-mae:4035.73364 validation_1-mae:6019.97803 [1529] validation_0-mae:4034.32227 validation_1-mae:6019.31787 [1530] validation_0-mae:4033.31274 validation_1-mae:6019.12012 [1531] validation_0-mae:4032.68408 validation_1-mae:6019.01025 [1532] validation_0-mae:4032.13037 validation_1-mae:6019.04199 [1533] validation_0-mae:4030.97510 validation_1-mae:6018.84912 [1534] validation_0-mae:4030.57739 validation_1-mae:6018.86377 [1535] validation_0-mae:4029.53003 validation_1-mae:6018.61963 [1536] validation_0-mae:4029.20850 validation_1-mae:6018.56836 [1537] validation_0-mae:4028.84082 validation_1-mae:6018.61279 [1538] validation_0-mae:4028.04736 validation_1-mae:6018.01172 [1539] validation_0-mae:4027.12256 validation_1-mae:6018.19580 [1540] validation_0-mae:4026.60596 validation_1-mae:6018.08887 [1541] validation_0-mae:4025.61108 validation_1-mae:6018.41553 [1542] validation_0-mae:4023.99390 validation_1-mae:6017.91455 [1543] validation_0-mae:4023.45923 validation_1-mae:6018.04492 [1544] validation_0-mae:4022.86914 validation_1-mae:6018.15967 [1545] validation_0-mae:4021.51709 validation_1-mae:6018.28516 [1546] validation_0-mae:4021.04761 validation_1-mae:6018.38135 [1547] validation_0-mae:4020.35791 validation_1-mae:6018.25488 [1548] validation_0-mae:4019.48389 validation_1-mae:6018.63672 [1549] validation_0-mae:4019.20679 validation_1-mae:6018.73438 [1550] validation_0-mae:4018.06958 validation_1-mae:6018.58105 [1551] validation_0-mae:4017.22656 validation_1-mae:6018.81055 [1552] validation_0-mae:4016.73120 validation_1-mae:6018.91748 [1553] validation_0-mae:4015.95728 validation_1-mae:6018.93799 [1554] validation_0-mae:4015.55542 validation_1-mae:6019.12451 [1555] validation_0-mae:4015.15698 validation_1-mae:6019.19043 [1556] validation_0-mae:4014.09375 validation_1-mae:6019.50830 [1557] validation_0-mae:4013.60791 validation_1-mae:6019.58936 [1558] validation_0-mae:4013.22021 validation_1-mae:6019.77100 [1559] validation_0-mae:4012.90308 validation_1-mae:6019.85205 [1560] validation_0-mae:4011.60474 validation_1-mae:6019.02588 [1561] validation_0-mae:4010.79297 validation_1-mae:6018.96973 [1562] validation_0-mae:4009.99536 validation_1-mae:6018.70947 [1563] validation_0-mae:4009.01953 validation_1-mae:6018.85156 [1564] validation_0-mae:4008.62769 validation_1-mae:6018.87207 [1565] validation_0-mae:4007.99731 validation_1-mae:6019.17334 [1566] validation_0-mae:4007.95606 validation_1-mae:6019.19092 [1567] validation_0-mae:4007.18701 validation_1-mae:6019.10596 [1568] validation_0-mae:4006.90771 validation_1-mae:6019.02490 [1569] validation_0-mae:4005.85156 validation_1-mae:6018.79688 [1570] validation_0-mae:4005.41480 validation_1-mae:6019.09180 [1571] validation_0-mae:4003.91309 validation_1-mae:6019.80566 [1572] validation_0-mae:4002.46851 validation_1-mae:6019.74951 [1573] validation_0-mae:4002.44312 validation_1-mae:6019.76465 [1574] validation_0-mae:4001.59717 validation_1-mae:6019.89307 [1575] validation_0-mae:4000.47046 validation_1-mae:6019.92236 [1576] validation_0-mae:3999.95923 validation_1-mae:6020.28857 [1577] validation_0-mae:3999.67261 validation_1-mae:6020.01611 [1578] validation_0-mae:3998.37769 validation_1-mae:6020.23877 [1579] validation_0-mae:3997.77490 validation_1-mae:6020.11475 [1580] validation_0-mae:3996.96948 validation_1-mae:6019.50244 [1581] validation_0-mae:3996.47876 validation_1-mae:6019.53564 [1582] validation_0-mae:3996.12158 validation_1-mae:6019.41455 [1583] validation_0-mae:3996.00000 validation_1-mae:6019.41211 [1584] validation_0-mae:3995.81958 validation_1-mae:6019.51709 [1585] validation_0-mae:3995.42944 validation_1-mae:6019.79346 [1586] validation_0-mae:3995.39258 validation_1-mae:6019.80322 [1587] validation_0-mae:3994.34351 validation_1-mae:6019.67383 [1588] validation_0-mae:3993.20312 validation_1-mae:6019.69531 [1589] validation_0-mae:3991.95044 validation_1-mae:6019.61621 [1590] validation_0-mae:3990.93115 validation_1-mae:6020.32520 [1591] validation_0-mae:3990.33423 validation_1-mae:6020.58936 [1592] validation_0-mae:3989.74658 validation_1-mae:6020.52930 [1593] validation_0-mae:3989.14990 validation_1-mae:6020.57812 [1594] validation_0-mae:3988.03174 validation_1-mae:6020.64502 [1595] validation_0-mae:3987.25513 validation_1-mae:6020.20850 [1596] validation_0-mae:3986.76758 validation_1-mae:6020.08447 [1597] validation_0-mae:3986.34692 validation_1-mae:6019.95508 [1598] validation_0-mae:3986.01074 validation_1-mae:6020.04443 [1599] validation_0-mae:3985.35840 validation_1-mae:6019.84766 [1600] validation_0-mae:3984.47388 validation_1-mae:6019.90723 [1601] validation_0-mae:3983.85303 validation_1-mae:6019.66992 [1602] validation_0-mae:3983.21606 validation_1-mae:6019.52978 [1603] validation_0-mae:3982.46948 validation_1-mae:6019.66943 [1604] validation_0-mae:3981.67944 validation_1-mae:6019.93408 [1605] validation_0-mae:3981.48315 validation_1-mae:6019.97803 [1606] validation_0-mae:3980.55151 validation_1-mae:6020.10547 [1607] validation_0-mae:3979.24658 validation_1-mae:6019.86768 [1608] validation_0-mae:3977.71655 validation_1-mae:6020.05713 [1609] validation_0-mae:3976.03345 validation_1-mae:6019.98877 [1610] validation_0-mae:3975.09766 validation_1-mae:6020.26709 [1611] validation_0-mae:3974.35815 validation_1-mae:6020.48926 [1612] validation_0-mae:3973.28296 validation_1-mae:6020.37061 [1613] validation_0-mae:3971.72827 validation_1-mae:6020.86865 [1614] validation_0-mae:3971.28198 validation_1-mae:6020.97119 [1615] validation_0-mae:3970.44482 validation_1-mae:6021.50684 [1616] validation_0-mae:3970.09644 validation_1-mae:6021.39453 [1617] validation_0-mae:3968.99341 validation_1-mae:6020.89453 [1618] validation_0-mae:3968.57275 validation_1-mae:6020.59766 [1619] validation_0-mae:3967.81909 validation_1-mae:6020.58936 [1620] validation_0-mae:3967.47437 validation_1-mae:6020.49170 [1621] validation_0-mae:3966.86353 validation_1-mae:6020.04590 [1622] validation_0-mae:3966.50391 validation_1-mae:6020.12793 [1623] validation_0-mae:3965.81787 validation_1-mae:6020.41455 [1624] validation_0-mae:3965.15918 validation_1-mae:6020.40332 [1625] validation_0-mae:3964.15039 validation_1-mae:6020.66162 [1626] validation_0-mae:3963.78931 validation_1-mae:6020.62939 [1627] validation_0-mae:3962.89404 validation_1-mae:6020.58594 [1628] validation_0-mae:3962.10376 validation_1-mae:6020.99805 [1629] validation_0-mae:3961.29810 validation_1-mae:6020.72705 [1630] validation_0-mae:3960.58765 validation_1-mae:6020.72022 [1631] validation_0-mae:3959.69507 validation_1-mae:6020.72314 [1632] validation_0-mae:3959.20996 validation_1-mae:6020.77686 [1633] validation_0-mae:3958.85962 validation_1-mae:6020.83398 [1634] validation_0-mae:3957.64868 validation_1-mae:6020.99707 [1635] validation_0-mae:3956.54956 validation_1-mae:6020.37891 [1636] validation_0-mae:3955.33960 validation_1-mae:6020.40576 [1637] validation_0-mae:3954.60718 validation_1-mae:6020.15430 [1638] validation_0-mae:3953.87402 validation_1-mae:6020.19287 [1639] validation_0-mae:3953.00293 validation_1-mae:6020.37402 [1640] validation_0-mae:3952.20996 validation_1-mae:6020.67334 [1641] validation_0-mae:3951.35522 validation_1-mae:6020.61865 [1642] validation_0-mae:3950.70825 validation_1-mae:6020.57764 [1643] validation_0-mae:3949.83203 validation_1-mae:6020.36182 [1644] validation_0-mae:3949.55054 validation_1-mae:6020.21289 [1645] validation_0-mae:3948.46460 validation_1-mae:6020.05176 [1646] validation_0-mae:3948.01001 validation_1-mae:6019.85400 [1647] validation_0-mae:3947.28174 validation_1-mae:6019.89844 [1648] validation_0-mae:3946.52979 validation_1-mae:6019.72510 [1649] validation_0-mae:3946.14966 validation_1-mae:6019.80420 [1650] validation_0-mae:3945.44873 validation_1-mae:6019.88232 [1651] validation_0-mae:3944.82617 validation_1-mae:6019.91943 [1652] validation_0-mae:3943.89429 validation_1-mae:6020.00781 [1653] validation_0-mae:3943.35352 validation_1-mae:6019.86182 [1654] validation_0-mae:3942.39380 validation_1-mae:6020.24365 [1655] validation_0-mae:3941.81396 validation_1-mae:6020.23340 [1656] validation_0-mae:3941.17725 validation_1-mae:6020.28809 [1657] validation_0-mae:3940.42090 validation_1-mae:6020.21387 [1658] validation_0-mae:3939.43677 validation_1-mae:6020.44971 [1659] validation_0-mae:3939.14770 validation_1-mae:6020.46582 [1660] validation_0-mae:3938.49414 validation_1-mae:6020.58545 [1661] validation_0-mae:3937.74170 validation_1-mae:6020.80273 [1662] validation_0-mae:3937.63623 validation_1-mae:6020.84277 [1663] validation_0-mae:3937.31738 validation_1-mae:6020.88135 [1664] validation_0-mae:3936.52466 validation_1-mae:6021.16943 [1665] validation_0-mae:3936.04053 validation_1-mae:6021.18213 [1666] validation_0-mae:3934.95679 validation_1-mae:6021.29639 [1667] validation_0-mae:3933.69312 validation_1-mae:6021.52930 [1668] validation_0-mae:3932.77979 validation_1-mae:6021.62891 [1669] validation_0-mae:3932.62378 validation_1-mae:6021.77978 [1670] validation_0-mae:3931.07056 validation_1-mae:6022.70996 [1671] validation_0-mae:3930.17212 validation_1-mae:6022.66895 [1672] validation_0-mae:3929.35962 validation_1-mae:6022.36914 [1673] validation_0-mae:3928.67481 validation_1-mae:6022.16846 [1674] validation_0-mae:3928.32715 validation_1-mae:6022.15918 [1675] validation_0-mae:3927.83667 validation_1-mae:6022.23584 [1676] validation_0-mae:3926.64624 validation_1-mae:6021.75732 [1677] validation_0-mae:3925.38501 validation_1-mae:6021.31934 [1678] validation_0-mae:3924.39331 validation_1-mae:6021.53906 [1679] validation_0-mae:3923.75146 validation_1-mae:6021.51709 [1680] validation_0-mae:3923.04272 validation_1-mae:6021.59961 [1681] validation_0-mae:3922.61255 validation_1-mae:6021.75342 [1682] validation_0-mae:3921.79468 validation_1-mae:6022.15625 [1683] validation_0-mae:3921.22510 validation_1-mae:6021.77051 [1684] validation_0-mae:3920.29639 validation_1-mae:6021.59766 [1685] validation_0-mae:3919.36816 validation_1-mae:6021.93994 [1686] validation_0-mae:3918.75098 validation_1-mae:6022.00147 [1687] validation_0-mae:3918.24609 validation_1-mae:6022.33545 [1688] validation_0-mae:3917.27490 validation_1-mae:6022.40137 [1689] validation_0-mae:3916.81543 validation_1-mae:6022.10254 [1690] validation_0-mae:3915.84229 validation_1-mae:6022.45508 [1691] validation_0-mae:3915.55640 validation_1-mae:6022.20312 [1692] validation_0-mae:3914.65063 validation_1-mae:6021.77588 [1693] validation_0-mae:3913.44702 validation_1-mae:6022.44678 [1694] validation_0-mae:3912.63184 validation_1-mae:6022.55713 [1695] validation_0-mae:3911.84033 validation_1-mae:6022.68652 [1696] validation_0-mae:3911.25830 validation_1-mae:6022.74414 [1697] validation_0-mae:3910.74487 validation_1-mae:6022.77539 [1698] validation_0-mae:3909.70117 validation_1-mae:6022.74756 [1699] validation_0-mae:3908.67358 validation_1-mae:6022.88037 Dropping: monde [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.80371 validation_1-mae:9622.95019 [14] validation_0-mae:9418.70606 validation_1-mae:9232.35547 [15] validation_0-mae:9084.22363 validation_1-mae:8904.93359 [16] validation_0-mae:8802.57812 validation_1-mae:8633.53809 [17] validation_0-mae:8567.55664 validation_1-mae:8407.92578 [18] validation_0-mae:8374.81055 validation_1-mae:8219.79883 [19] validation_0-mae:8212.60254 validation_1-mae:8066.02734 [20] validation_0-mae:8070.97998 validation_1-mae:7941.41162 [21] validation_0-mae:7947.85254 validation_1-mae:7833.71533 [22] validation_0-mae:7848.55811 validation_1-mae:7743.81445 [23] validation_0-mae:7764.17920 validation_1-mae:7671.52002 [24] validation_0-mae:7681.01611 validation_1-mae:7595.80762 [25] validation_0-mae:7613.06982 validation_1-mae:7539.36133 [26] validation_0-mae:7557.16260 validation_1-mae:7492.56934 [27] validation_0-mae:7497.87500 validation_1-mae:7439.65576 [28] validation_0-mae:7443.36768 validation_1-mae:7392.32764 [29] validation_0-mae:7397.85498 validation_1-mae:7351.57227 [30] validation_0-mae:7357.04834 validation_1-mae:7316.86377 [31] validation_0-mae:7327.50244 validation_1-mae:7295.44873 [32] validation_0-mae:7296.43408 validation_1-mae:7273.13867 [33] validation_0-mae:7267.31445 validation_1-mae:7253.09619 [34] validation_0-mae:7235.58350 validation_1-mae:7229.67578 [35] validation_0-mae:7215.02832 validation_1-mae:7212.27051 [36] validation_0-mae:7193.20215 validation_1-mae:7201.62061 [37] validation_0-mae:7173.04736 validation_1-mae:7191.76709 [38] validation_0-mae:7150.87451 validation_1-mae:7175.55225 [39] validation_0-mae:7127.00293 validation_1-mae:7158.38330 [40] validation_0-mae:7107.10156 validation_1-mae:7144.20410 [41] validation_0-mae:7082.32617 validation_1-mae:7123.56836 [42] validation_0-mae:7057.58887 validation_1-mae:7101.83301 [43] validation_0-mae:7039.52002 validation_1-mae:7094.11768 [44] validation_0-mae:7026.76221 validation_1-mae:7084.91406 [45] validation_0-mae:7009.11133 validation_1-mae:7071.36719 [46] validation_0-mae:6994.56494 validation_1-mae:7065.31836 [47] validation_0-mae:6980.03272 validation_1-mae:7053.76221 [48] validation_0-mae:6966.07275 validation_1-mae:7044.43652 [49] validation_0-mae:6947.26611 validation_1-mae:7031.47363 [50] validation_0-mae:6928.91748 validation_1-mae:7014.27100 [51] validation_0-mae:6917.11426 validation_1-mae:7003.09228 [52] validation_0-mae:6903.23828 validation_1-mae:6992.62549 [53] validation_0-mae:6892.02490 validation_1-mae:6982.91992 [54] validation_0-mae:6876.54590 validation_1-mae:6970.63574 [55] validation_0-mae:6857.89209 validation_1-mae:6957.33740 [56] validation_0-mae:6839.33057 validation_1-mae:6946.53857 [57] validation_0-mae:6823.43603 validation_1-mae:6935.30518 [58] validation_0-mae:6814.59619 validation_1-mae:6928.43848 [59] validation_0-mae:6800.46924 validation_1-mae:6917.41113 [60] validation_0-mae:6788.70264 validation_1-mae:6910.86084 [61] validation_0-mae:6778.90234 validation_1-mae:6901.79102 [62] validation_0-mae:6758.51416 validation_1-mae:6884.58594 [63] validation_0-mae:6751.14404 validation_1-mae:6881.66260 [64] validation_0-mae:6739.97461 validation_1-mae:6875.61426 [65] validation_0-mae:6731.62451 validation_1-mae:6868.75195 [66] validation_0-mae:6717.78418 validation_1-mae:6858.48047 [67] validation_0-mae:6705.62353 validation_1-mae:6849.22949 [68] validation_0-mae:6697.56103 validation_1-mae:6842.40820 [69] validation_0-mae:6680.27637 validation_1-mae:6830.09473 [70] validation_0-mae:6672.40137 validation_1-mae:6827.80811 [71] validation_0-mae:6657.65967 validation_1-mae:6816.27637 [72] validation_0-mae:6649.21387 validation_1-mae:6812.98096 [73] validation_0-mae:6638.79883 validation_1-mae:6805.55615 [74] validation_0-mae:6628.81836 validation_1-mae:6797.14941 [75] validation_0-mae:6617.08643 validation_1-mae:6785.94824 [76] validation_0-mae:6606.19092 validation_1-mae:6778.07080 [77] validation_0-mae:6591.83350 validation_1-mae:6765.50244 [78] validation_0-mae:6585.75439 validation_1-mae:6761.94043 [79] validation_0-mae:6578.17529 validation_1-mae:6756.05127 [80] validation_0-mae:6570.19482 validation_1-mae:6749.82812 [81] validation_0-mae:6562.47705 validation_1-mae:6747.46680 [82] validation_0-mae:6557.17920 validation_1-mae:6743.89893 [83] validation_0-mae:6549.46631 validation_1-mae:6738.17920 [84] validation_0-mae:6537.48096 validation_1-mae:6727.65478 [85] validation_0-mae:6530.67871 validation_1-mae:6720.98047 [86] validation_0-mae:6520.73145 validation_1-mae:6714.09619 [87] validation_0-mae:6515.53857 validation_1-mae:6711.49707 [88] validation_0-mae:6507.92432 validation_1-mae:6705.99853 [89] validation_0-mae:6501.02344 validation_1-mae:6700.57080 [90] validation_0-mae:6496.14893 validation_1-mae:6697.19043 [91] validation_0-mae:6489.87988 validation_1-mae:6692.03809 [92] validation_0-mae:6481.36328 validation_1-mae:6685.98779 [93] validation_0-mae:6477.21728 validation_1-mae:6684.52881 [94] validation_0-mae:6472.32959 validation_1-mae:6681.61475 [95] validation_0-mae:6463.28516 validation_1-mae:6675.18115 [96] validation_0-mae:6456.15820 validation_1-mae:6670.23145 [97] validation_0-mae:6444.86475 validation_1-mae:6662.62207 [98] validation_0-mae:6439.21240 validation_1-mae:6658.72070 [99] validation_0-mae:6433.71875 validation_1-mae:6654.21875 [100] validation_0-mae:6427.04639 validation_1-mae:6654.31103 [101] validation_0-mae:6420.62891 validation_1-mae:6650.48486 [102] validation_0-mae:6412.22852 validation_1-mae:6643.08057 [103] validation_0-mae:6404.81152 validation_1-mae:6638.04297 [104] validation_0-mae:6399.72803 validation_1-mae:6634.15967 [105] validation_0-mae:6393.78418 validation_1-mae:6630.88428 [106] validation_0-mae:6386.50928 validation_1-mae:6624.75049 [107] validation_0-mae:6378.60352 validation_1-mae:6619.17285 [108] validation_0-mae:6374.52295 validation_1-mae:6616.56348 [109] validation_0-mae:6370.21094 validation_1-mae:6613.34863 [110] validation_0-mae:6366.26660 validation_1-mae:6611.44971 [111] validation_0-mae:6363.92969 validation_1-mae:6610.65576 [112] validation_0-mae:6359.30420 validation_1-mae:6607.13232 [113] validation_0-mae:6353.33350 validation_1-mae:6604.00537 [114] validation_0-mae:6348.66943 validation_1-mae:6601.86768 [115] validation_0-mae:6343.97998 validation_1-mae:6597.92871 [116] validation_0-mae:6339.10889 validation_1-mae:6596.13965 [117] validation_0-mae:6334.36719 validation_1-mae:6593.92480 [118] validation_0-mae:6328.76660 validation_1-mae:6590.14795 [119] validation_0-mae:6324.52539 validation_1-mae:6587.13330 [120] validation_0-mae:6319.24463 validation_1-mae:6584.47412 [121] validation_0-mae:6313.17334 validation_1-mae:6580.97412 [122] validation_0-mae:6310.33545 validation_1-mae:6579.02783 [123] validation_0-mae:6302.88672 validation_1-mae:6573.80371 [124] validation_0-mae:6298.76709 validation_1-mae:6571.90967 [125] validation_0-mae:6291.42090 validation_1-mae:6565.99219 [126] validation_0-mae:6286.27441 validation_1-mae:6561.67676 [127] validation_0-mae:6278.59619 validation_1-mae:6556.64355 [128] validation_0-mae:6276.73291 validation_1-mae:6555.39062 [129] validation_0-mae:6272.69531 validation_1-mae:6553.62891 [130] validation_0-mae:6265.29932 validation_1-mae:6548.60400 [131] validation_0-mae:6259.45215 validation_1-mae:6546.89844 [132] validation_0-mae:6253.79004 validation_1-mae:6543.75830 [133] validation_0-mae:6251.70557 validation_1-mae:6542.30615 [134] validation_0-mae:6248.51172 validation_1-mae:6540.32373 [135] validation_0-mae:6242.45703 validation_1-mae:6537.12451 [136] validation_0-mae:6237.14697 validation_1-mae:6532.62891 [137] validation_0-mae:6234.32812 validation_1-mae:6531.41309 [138] validation_0-mae:6232.48779 validation_1-mae:6530.47998 [139] validation_0-mae:6226.52344 validation_1-mae:6525.56299 [140] validation_0-mae:6221.49023 validation_1-mae:6522.75439 [141] validation_0-mae:6216.56006 validation_1-mae:6519.96582 [142] validation_0-mae:6213.44336 validation_1-mae:6518.53027 [143] validation_0-mae:6209.47803 validation_1-mae:6516.69678 [144] validation_0-mae:6204.39844 validation_1-mae:6512.99805 [145] validation_0-mae:6201.09424 validation_1-mae:6510.91748 [146] validation_0-mae:6197.02686 validation_1-mae:6508.57910 [147] validation_0-mae:6187.86816 validation_1-mae:6502.06397 [148] validation_0-mae:6177.60205 validation_1-mae:6497.39209 [149] validation_0-mae:6174.56250 validation_1-mae:6496.03857 [150] validation_0-mae:6171.16211 validation_1-mae:6494.36475 [151] validation_0-mae:6168.24463 validation_1-mae:6493.10107 [152] validation_0-mae:6165.40723 validation_1-mae:6491.66211 [153] validation_0-mae:6160.43018 validation_1-mae:6488.94580 [154] validation_0-mae:6157.58936 validation_1-mae:6487.16602 [155] validation_0-mae:6152.91748 validation_1-mae:6484.54297 [156] validation_0-mae:6150.11865 validation_1-mae:6483.05566 [157] validation_0-mae:6145.94189 validation_1-mae:6480.09766 [158] validation_0-mae:6142.39502 validation_1-mae:6477.30176 [159] validation_0-mae:6137.53467 validation_1-mae:6475.06592 [160] validation_0-mae:6132.78125 validation_1-mae:6473.94482 [161] validation_0-mae:6130.17676 validation_1-mae:6472.33154 [162] validation_0-mae:6128.75635 validation_1-mae:6472.71680 [163] validation_0-mae:6123.93945 validation_1-mae:6470.00586 [164] validation_0-mae:6118.42334 validation_1-mae:6467.10156 [165] validation_0-mae:6106.68359 validation_1-mae:6458.88232 [166] validation_0-mae:6103.69873 validation_1-mae:6457.85254 [167] validation_0-mae:6099.75830 validation_1-mae:6456.84033 [168] validation_0-mae:6097.86377 validation_1-mae:6455.54785 [169] validation_0-mae:6095.00098 validation_1-mae:6453.78711 [170] validation_0-mae:6088.30273 validation_1-mae:6450.82520 [171] validation_0-mae:6082.16162 validation_1-mae:6445.39844 [172] validation_0-mae:6080.49170 validation_1-mae:6445.18213 [173] validation_0-mae:6077.34814 validation_1-mae:6443.33496 [174] validation_0-mae:6075.12598 validation_1-mae:6442.29590 [175] validation_0-mae:6070.58105 validation_1-mae:6441.16699 [176] validation_0-mae:6065.91797 validation_1-mae:6438.39404 [177] validation_0-mae:6063.98096 validation_1-mae:6437.40625 [178] validation_0-mae:6059.99902 validation_1-mae:6435.23584 [179] validation_0-mae:6055.71875 validation_1-mae:6433.57422 [180] validation_0-mae:6053.02686 validation_1-mae:6432.45947 [181] validation_0-mae:6048.13721 validation_1-mae:6430.07471 [182] validation_0-mae:6044.00977 validation_1-mae:6428.27637 [183] validation_0-mae:6039.70850 validation_1-mae:6427.57715 [184] validation_0-mae:6038.02441 validation_1-mae:6426.83789 [185] validation_0-mae:6034.01514 validation_1-mae:6424.16455 [186] validation_0-mae:6029.82520 validation_1-mae:6422.69629 [187] validation_0-mae:6028.52930 validation_1-mae:6421.97900 [188] validation_0-mae:6026.66211 validation_1-mae:6421.71338 [189] validation_0-mae:6022.84961 validation_1-mae:6419.45166 [190] validation_0-mae:6018.01367 validation_1-mae:6415.55273 [191] validation_0-mae:6010.42920 validation_1-mae:6409.51074 [192] validation_0-mae:6006.43408 validation_1-mae:6406.00342 [193] validation_0-mae:6003.12891 validation_1-mae:6405.24561 [194] validation_0-mae:6001.39941 validation_1-mae:6404.76465 [195] validation_0-mae:5998.21387 validation_1-mae:6404.59570 [196] validation_0-mae:5994.57861 validation_1-mae:6401.97217 [197] validation_0-mae:5993.92822 validation_1-mae:6401.89014 [198] validation_0-mae:5990.33398 validation_1-mae:6400.59619 [199] validation_0-mae:5989.13965 validation_1-mae:6399.97559 [200] validation_0-mae:5984.96777 validation_1-mae:6398.38379 [201] validation_0-mae:5982.31592 validation_1-mae:6397.55029 [202] validation_0-mae:5980.50342 validation_1-mae:6396.85547 [203] validation_0-mae:5977.40527 validation_1-mae:6396.18750 [204] validation_0-mae:5974.33887 validation_1-mae:6395.21924 [205] validation_0-mae:5969.37061 validation_1-mae:6391.07861 [206] validation_0-mae:5967.27441 validation_1-mae:6390.93897 [207] validation_0-mae:5965.25147 validation_1-mae:6390.14258 [208] validation_0-mae:5962.24170 validation_1-mae:6389.26611 [209] validation_0-mae:5960.47998 validation_1-mae:6389.63379 [210] validation_0-mae:5958.91992 validation_1-mae:6389.25488 [211] validation_0-mae:5957.92236 validation_1-mae:6389.07959 [212] validation_0-mae:5952.01221 validation_1-mae:6388.16895 [213] validation_0-mae:5950.14160 validation_1-mae:6388.28223 [214] validation_0-mae:5947.19189 validation_1-mae:6386.64453 [215] validation_0-mae:5943.13428 validation_1-mae:6383.83496 [216] validation_0-mae:5939.02246 validation_1-mae:6382.56592 [217] validation_0-mae:5934.70654 validation_1-mae:6381.15674 [218] validation_0-mae:5930.29932 validation_1-mae:6378.92920 [219] validation_0-mae:5926.00879 validation_1-mae:6377.69531 [220] validation_0-mae:5925.15186 validation_1-mae:6377.32715 [221] validation_0-mae:5921.93799 validation_1-mae:6375.75537 [222] validation_0-mae:5916.89502 validation_1-mae:6374.95068 [223] validation_0-mae:5913.68408 validation_1-mae:6373.24072 [224] validation_0-mae:5910.83594 validation_1-mae:6371.39990 [225] validation_0-mae:5906.21094 validation_1-mae:6370.54883 [226] validation_0-mae:5904.87402 validation_1-mae:6369.81592 [227] validation_0-mae:5903.59277 validation_1-mae:6370.32471 [228] validation_0-mae:5899.85107 validation_1-mae:6369.81494 [229] validation_0-mae:5897.56885 validation_1-mae:6368.44678 [230] validation_0-mae:5888.83691 validation_1-mae:6362.60449 [231] validation_0-mae:5884.71973 validation_1-mae:6360.93066 [232] validation_0-mae:5879.99414 validation_1-mae:6358.94922 [233] validation_0-mae:5877.46436 validation_1-mae:6358.39648 [234] validation_0-mae:5875.48926 validation_1-mae:6357.24414 [235] validation_0-mae:5871.87012 validation_1-mae:6354.89258 [236] validation_0-mae:5869.52393 validation_1-mae:6355.30322 [237] validation_0-mae:5868.14648 validation_1-mae:6354.75928 [238] validation_0-mae:5867.38721 validation_1-mae:6354.77930 [239] validation_0-mae:5863.61084 validation_1-mae:6353.21631 [240] validation_0-mae:5860.40478 validation_1-mae:6353.29297 [241] validation_0-mae:5856.52344 validation_1-mae:6351.30908 [242] validation_0-mae:5853.21143 validation_1-mae:6348.65625 [243] validation_0-mae:5847.89062 validation_1-mae:6346.49072 [244] validation_0-mae:5844.79102 validation_1-mae:6345.97998 [245] validation_0-mae:5839.73779 validation_1-mae:6344.99414 [246] validation_0-mae:5836.85645 validation_1-mae:6343.93897 [247] validation_0-mae:5833.15137 validation_1-mae:6341.40820 [248] validation_0-mae:5829.93945 validation_1-mae:6339.84766 [249] validation_0-mae:5826.38428 validation_1-mae:6337.68359 [250] validation_0-mae:5824.65918 validation_1-mae:6337.25244 [251] validation_0-mae:5822.15430 validation_1-mae:6337.24316 [252] validation_0-mae:5819.74219 validation_1-mae:6336.25781 [253] validation_0-mae:5817.17090 validation_1-mae:6336.04590 [254] validation_0-mae:5813.52393 validation_1-mae:6333.83301 [255] validation_0-mae:5807.28320 validation_1-mae:6330.16992 [256] validation_0-mae:5806.92920 validation_1-mae:6329.86914 [257] validation_0-mae:5804.75342 validation_1-mae:6328.98730 [258] validation_0-mae:5800.09228 validation_1-mae:6329.02588 [259] validation_0-mae:5797.44336 validation_1-mae:6328.13379 [260] validation_0-mae:5794.96484 validation_1-mae:6325.87402 [261] validation_0-mae:5791.92041 validation_1-mae:6325.23584 [262] validation_0-mae:5786.67480 validation_1-mae:6322.83350 [263] validation_0-mae:5782.99463 validation_1-mae:6321.54639 [264] validation_0-mae:5777.81787 validation_1-mae:6320.18164 [265] validation_0-mae:5773.34424 validation_1-mae:6317.87647 [266] validation_0-mae:5771.08350 validation_1-mae:6316.73486 [267] validation_0-mae:5768.76270 validation_1-mae:6316.33203 [268] validation_0-mae:5767.23730 validation_1-mae:6315.30566 [269] validation_0-mae:5764.51074 validation_1-mae:6314.54639 [270] validation_0-mae:5761.72363 validation_1-mae:6314.06445 [271] validation_0-mae:5760.15625 validation_1-mae:6313.39697 [272] validation_0-mae:5759.28857 validation_1-mae:6313.14404 [273] validation_0-mae:5756.52734 validation_1-mae:6312.97070 [274] validation_0-mae:5755.10449 validation_1-mae:6312.96484 [275] validation_0-mae:5753.62353 validation_1-mae:6312.50928 [276] validation_0-mae:5752.37549 validation_1-mae:6312.19043 [277] validation_0-mae:5748.36914 validation_1-mae:6309.40723 [278] validation_0-mae:5745.37549 validation_1-mae:6308.07715 [279] validation_0-mae:5742.58301 validation_1-mae:6307.76025 [280] validation_0-mae:5737.97119 validation_1-mae:6306.35205 [281] validation_0-mae:5734.32861 validation_1-mae:6303.42529 [282] validation_0-mae:5730.75342 validation_1-mae:6301.35400 [283] validation_0-mae:5727.53955 validation_1-mae:6299.90576 [284] validation_0-mae:5724.33447 validation_1-mae:6298.86768 [285] validation_0-mae:5723.63525 validation_1-mae:6298.63574 [286] validation_0-mae:5721.13525 validation_1-mae:6298.41406 [287] validation_0-mae:5720.57031 validation_1-mae:6298.07617 [288] validation_0-mae:5719.10498 validation_1-mae:6297.74268 [289] validation_0-mae:5715.32520 validation_1-mae:6295.22656 [290] validation_0-mae:5712.92432 validation_1-mae:6294.32031 [291] validation_0-mae:5707.97119 validation_1-mae:6291.79590 [292] validation_0-mae:5705.16943 validation_1-mae:6291.24365 [293] validation_0-mae:5702.00586 validation_1-mae:6288.28564 [294] validation_0-mae:5699.54883 validation_1-mae:6287.84619 [295] validation_0-mae:5698.87353 validation_1-mae:6287.75049 [296] validation_0-mae:5697.30713 validation_1-mae:6288.04492 [297] validation_0-mae:5693.76562 validation_1-mae:6287.20752 [298] validation_0-mae:5689.72559 validation_1-mae:6284.16895 [299] validation_0-mae:5680.93701 validation_1-mae:6279.17725 [300] validation_0-mae:5676.70850 validation_1-mae:6278.58545 [301] validation_0-mae:5674.49512 validation_1-mae:6278.24512 [302] validation_0-mae:5670.29541 validation_1-mae:6277.48828 [303] validation_0-mae:5669.06103 validation_1-mae:6276.85938 [304] validation_0-mae:5667.25537 validation_1-mae:6276.36279 [305] validation_0-mae:5665.70850 validation_1-mae:6276.50195 [306] validation_0-mae:5662.76367 validation_1-mae:6275.86768 [307] validation_0-mae:5661.30322 validation_1-mae:6275.92871 [308] validation_0-mae:5659.31982 validation_1-mae:6275.69922 [309] validation_0-mae:5658.81738 validation_1-mae:6275.69287 [310] validation_0-mae:5657.54492 validation_1-mae:6274.52393 [311] validation_0-mae:5654.84180 validation_1-mae:6273.91943 [312] validation_0-mae:5652.30957 validation_1-mae:6273.72314 [313] validation_0-mae:5650.79541 validation_1-mae:6273.87500 [314] validation_0-mae:5648.84570 validation_1-mae:6274.05176 [315] validation_0-mae:5647.88574 validation_1-mae:6273.38965 [316] validation_0-mae:5644.55957 validation_1-mae:6272.59277 [317] validation_0-mae:5642.12598 validation_1-mae:6271.92236 [318] validation_0-mae:5639.96240 validation_1-mae:6271.30322 [319] validation_0-mae:5638.89746 validation_1-mae:6270.86523 [320] validation_0-mae:5636.44971 validation_1-mae:6271.08496 [321] validation_0-mae:5633.69336 validation_1-mae:6270.11230 [322] validation_0-mae:5633.24805 validation_1-mae:6269.82227 [323] validation_0-mae:5632.03564 validation_1-mae:6269.87402 [324] validation_0-mae:5629.12939 validation_1-mae:6268.70557 [325] validation_0-mae:5627.74561 validation_1-mae:6268.19385 [326] validation_0-mae:5625.82764 validation_1-mae:6267.98047 [327] validation_0-mae:5623.19092 validation_1-mae:6267.81250 [328] validation_0-mae:5618.73193 validation_1-mae:6266.12109 [329] validation_0-mae:5617.27441 validation_1-mae:6265.93945 [330] validation_0-mae:5615.62451 validation_1-mae:6265.21143 [331] validation_0-mae:5614.57471 validation_1-mae:6264.97900 [332] validation_0-mae:5614.36279 validation_1-mae:6265.00195 [333] validation_0-mae:5612.08301 validation_1-mae:6264.88330 [334] validation_0-mae:5609.62207 validation_1-mae:6264.50977 [335] validation_0-mae:5607.50635 validation_1-mae:6263.97949 [336] validation_0-mae:5605.78076 validation_1-mae:6263.35303 [337] validation_0-mae:5604.75244 validation_1-mae:6262.91943 [338] validation_0-mae:5603.34326 validation_1-mae:6262.85205 [339] validation_0-mae:5600.92383 validation_1-mae:6261.69531 [340] validation_0-mae:5598.30762 validation_1-mae:6261.42871 [341] validation_0-mae:5593.95605 validation_1-mae:6260.76807 [342] validation_0-mae:5590.78027 validation_1-mae:6259.00488 [343] validation_0-mae:5588.48926 validation_1-mae:6259.21191 [344] validation_0-mae:5587.34473 validation_1-mae:6259.41553 [345] validation_0-mae:5586.77588 validation_1-mae:6259.22266 [346] validation_0-mae:5581.39941 validation_1-mae:6255.40674 [347] validation_0-mae:5579.79688 validation_1-mae:6254.98389 [348] validation_0-mae:5576.73291 validation_1-mae:6254.52930 [349] validation_0-mae:5574.03613 validation_1-mae:6252.98633 [350] validation_0-mae:5571.72314 validation_1-mae:6253.33936 [351] validation_0-mae:5568.03613 validation_1-mae:6253.34619 [352] validation_0-mae:5566.09912 validation_1-mae:6252.56934 [353] validation_0-mae:5564.18603 validation_1-mae:6252.39697 [354] validation_0-mae:5561.69629 validation_1-mae:6251.86621 [355] validation_0-mae:5560.99072 validation_1-mae:6251.62256 [356] validation_0-mae:5559.15234 validation_1-mae:6251.54590 [357] validation_0-mae:5557.23975 validation_1-mae:6251.49805 [358] validation_0-mae:5552.36133 validation_1-mae:6248.73242 [359] validation_0-mae:5549.56885 validation_1-mae:6247.20752 [360] validation_0-mae:5547.95361 validation_1-mae:6246.59912 [361] validation_0-mae:5544.61816 validation_1-mae:6244.51758 [362] validation_0-mae:5542.68555 validation_1-mae:6244.70801 [363] validation_0-mae:5541.36523 validation_1-mae:6245.35693 [364] validation_0-mae:5538.20850 validation_1-mae:6245.17432 [365] validation_0-mae:5536.38623 validation_1-mae:6244.94336 [366] validation_0-mae:5533.39258 validation_1-mae:6245.69971 [367] validation_0-mae:5531.94385 validation_1-mae:6245.15039 [368] validation_0-mae:5530.48877 validation_1-mae:6245.25586 [369] validation_0-mae:5529.47119 validation_1-mae:6245.16699 [370] validation_0-mae:5528.25977 validation_1-mae:6244.95410 [371] validation_0-mae:5527.59473 validation_1-mae:6244.82617 [372] validation_0-mae:5526.71094 validation_1-mae:6244.45361 [373] validation_0-mae:5525.44141 validation_1-mae:6243.61914 [374] validation_0-mae:5524.41260 validation_1-mae:6243.55322 [375] validation_0-mae:5522.64600 validation_1-mae:6243.14111 [376] validation_0-mae:5518.99853 validation_1-mae:6240.78955 [377] validation_0-mae:5517.10938 validation_1-mae:6239.75391 [378] validation_0-mae:5514.41016 validation_1-mae:6238.70264 [379] validation_0-mae:5510.25195 validation_1-mae:6236.93603 [380] validation_0-mae:5507.84180 validation_1-mae:6235.98389 [381] validation_0-mae:5506.64014 validation_1-mae:6236.20557 [382] validation_0-mae:5505.82617 validation_1-mae:6236.15918 [383] validation_0-mae:5505.17334 validation_1-mae:6235.94531 [384] validation_0-mae:5501.60986 validation_1-mae:6234.86426 [385] validation_0-mae:5499.66309 validation_1-mae:6234.59375 [386] validation_0-mae:5498.46289 validation_1-mae:6234.30469 [387] validation_0-mae:5496.98682 validation_1-mae:6233.43066 [388] validation_0-mae:5496.03564 validation_1-mae:6233.63574 [389] validation_0-mae:5495.33203 validation_1-mae:6233.61035 [390] validation_0-mae:5494.46875 validation_1-mae:6233.47803 [391] validation_0-mae:5492.47559 validation_1-mae:6233.01074 [392] validation_0-mae:5490.85596 validation_1-mae:6232.53906 [393] validation_0-mae:5489.23242 validation_1-mae:6232.29102 [394] validation_0-mae:5487.70166 validation_1-mae:6231.08789 [395] validation_0-mae:5486.40674 validation_1-mae:6230.05322 [396] validation_0-mae:5484.02393 validation_1-mae:6229.86475 [397] validation_0-mae:5483.33594 validation_1-mae:6230.00439 [398] validation_0-mae:5479.82373 validation_1-mae:6229.82764 [399] validation_0-mae:5477.74414 validation_1-mae:6230.51660 [400] validation_0-mae:5476.16309 validation_1-mae:6230.00977 [401] validation_0-mae:5474.22217 validation_1-mae:6229.32910 [402] validation_0-mae:5473.82617 validation_1-mae:6229.23193 [403] validation_0-mae:5471.97461 validation_1-mae:6229.06201 [404] validation_0-mae:5469.07275 validation_1-mae:6227.61523 [405] validation_0-mae:5468.09570 validation_1-mae:6227.76660 [406] validation_0-mae:5467.33301 validation_1-mae:6227.25244 [407] validation_0-mae:5463.18701 validation_1-mae:6225.04688 [408] validation_0-mae:5461.68897 validation_1-mae:6225.50439 [409] validation_0-mae:5457.42773 validation_1-mae:6224.34033 [410] validation_0-mae:5453.76025 validation_1-mae:6223.10107 [411] validation_0-mae:5452.62598 validation_1-mae:6223.00732 [412] validation_0-mae:5451.56348 validation_1-mae:6222.76465 [413] validation_0-mae:5450.73340 validation_1-mae:6222.63721 [414] validation_0-mae:5449.66748 validation_1-mae:6222.42432 [415] validation_0-mae:5448.73145 validation_1-mae:6222.01953 [416] validation_0-mae:5445.65478 validation_1-mae:6220.90527 [417] validation_0-mae:5443.33740 validation_1-mae:6220.62061 [418] validation_0-mae:5442.01562 validation_1-mae:6220.23779 [419] validation_0-mae:5440.17432 validation_1-mae:6219.22656 [420] validation_0-mae:5437.11133 validation_1-mae:6217.94873 [421] validation_0-mae:5435.33252 validation_1-mae:6217.04639 [422] validation_0-mae:5432.24023 validation_1-mae:6215.62256 [423] validation_0-mae:5431.65527 validation_1-mae:6215.40723 [424] validation_0-mae:5430.22510 validation_1-mae:6214.30811 [425] validation_0-mae:5427.73389 validation_1-mae:6212.81250 [426] validation_0-mae:5426.57471 validation_1-mae:6212.70215 [427] validation_0-mae:5425.03076 validation_1-mae:6213.06982 [428] validation_0-mae:5420.61768 validation_1-mae:6211.39844 [429] validation_0-mae:5419.51855 validation_1-mae:6211.32812 [430] validation_0-mae:5417.88477 validation_1-mae:6210.77832 [431] validation_0-mae:5415.16113 validation_1-mae:6210.18018 [432] validation_0-mae:5414.49268 validation_1-mae:6210.22559 [433] validation_0-mae:5410.60986 validation_1-mae:6209.32031 [434] validation_0-mae:5410.29150 validation_1-mae:6209.26221 [435] validation_0-mae:5407.43115 validation_1-mae:6209.17383 [436] validation_0-mae:5406.82812 validation_1-mae:6209.54150 [437] validation_0-mae:5405.23389 validation_1-mae:6208.39795 [438] validation_0-mae:5403.95361 validation_1-mae:6207.74268 [439] validation_0-mae:5403.27246 validation_1-mae:6207.64502 [440] validation_0-mae:5402.59131 validation_1-mae:6207.32861 [441] validation_0-mae:5400.66553 validation_1-mae:6206.71826 [442] validation_0-mae:5398.41895 validation_1-mae:6206.03906 [443] validation_0-mae:5395.55371 validation_1-mae:6205.46484 [444] validation_0-mae:5392.31787 validation_1-mae:6205.28613 [445] validation_0-mae:5390.86377 validation_1-mae:6204.70361 [446] validation_0-mae:5390.06738 validation_1-mae:6204.71533 [447] validation_0-mae:5387.82959 validation_1-mae:6204.57861 [448] validation_0-mae:5386.01562 validation_1-mae:6204.69775 [449] validation_0-mae:5381.14648 validation_1-mae:6203.01514 [450] validation_0-mae:5378.91992 validation_1-mae:6202.46045 [451] validation_0-mae:5374.70703 validation_1-mae:6201.55762 [452] validation_0-mae:5372.77783 validation_1-mae:6200.64307 [453] validation_0-mae:5372.44873 validation_1-mae:6201.29004 [454] validation_0-mae:5369.84375 validation_1-mae:6200.33057 [455] validation_0-mae:5368.04492 validation_1-mae:6200.73193 [456] validation_0-mae:5365.17041 validation_1-mae:6200.88818 [457] validation_0-mae:5363.20215 validation_1-mae:6200.09912 [458] validation_0-mae:5358.50879 validation_1-mae:6196.11816 [459] validation_0-mae:5356.39697 validation_1-mae:6196.13525 [460] validation_0-mae:5355.20850 validation_1-mae:6196.27832 [461] validation_0-mae:5353.45654 validation_1-mae:6195.14551 [462] validation_0-mae:5351.85352 validation_1-mae:6194.81787 [463] validation_0-mae:5349.39111 validation_1-mae:6193.97559 [464] validation_0-mae:5347.44580 validation_1-mae:6193.83691 [465] validation_0-mae:5345.34082 validation_1-mae:6193.64893 [466] validation_0-mae:5344.52734 validation_1-mae:6193.18066 [467] validation_0-mae:5343.33252 validation_1-mae:6192.95264 [468] validation_0-mae:5342.72070 validation_1-mae:6193.23047 [469] validation_0-mae:5341.75391 validation_1-mae:6193.25098 [470] validation_0-mae:5339.69092 validation_1-mae:6192.39600 [471] validation_0-mae:5338.30713 validation_1-mae:6191.85889 [472] validation_0-mae:5337.46436 validation_1-mae:6191.91846 [473] validation_0-mae:5335.17871 validation_1-mae:6190.72559 [474] validation_0-mae:5334.64258 validation_1-mae:6190.84814 [475] validation_0-mae:5332.78320 validation_1-mae:6190.03516 [476] validation_0-mae:5329.97656 validation_1-mae:6188.20068 [477] validation_0-mae:5326.10352 validation_1-mae:6188.04492 [478] validation_0-mae:5324.69727 validation_1-mae:6187.42676 [479] validation_0-mae:5323.74609 validation_1-mae:6187.55322 [480] validation_0-mae:5322.10840 validation_1-mae:6187.24268 [481] validation_0-mae:5321.90430 validation_1-mae:6187.30908 [482] validation_0-mae:5319.98926 validation_1-mae:6186.10840 [483] validation_0-mae:5317.52686 validation_1-mae:6186.28857 [484] validation_0-mae:5313.70947 validation_1-mae:6184.33447 [485] validation_0-mae:5313.33789 validation_1-mae:6184.66699 [486] validation_0-mae:5312.84033 validation_1-mae:6184.48145 [487] validation_0-mae:5311.72168 validation_1-mae:6184.36914 [488] validation_0-mae:5309.99902 validation_1-mae:6183.89697 [489] validation_0-mae:5308.44043 validation_1-mae:6184.14355 [490] validation_0-mae:5307.50000 validation_1-mae:6184.16699 [491] validation_0-mae:5305.00781 validation_1-mae:6183.58545 [492] validation_0-mae:5302.30713 validation_1-mae:6182.62158 [493] validation_0-mae:5298.38135 validation_1-mae:6180.43408 [494] validation_0-mae:5296.41162 validation_1-mae:6179.86621 [495] validation_0-mae:5294.99414 validation_1-mae:6179.26221 [496] validation_0-mae:5292.85010 validation_1-mae:6179.81738 [497] validation_0-mae:5290.76514 validation_1-mae:6179.41211 [498] validation_0-mae:5289.52051 validation_1-mae:6179.44434 [499] validation_0-mae:5288.59375 validation_1-mae:6179.16406 [500] validation_0-mae:5286.97998 validation_1-mae:6178.48730 [501] validation_0-mae:5285.58350 validation_1-mae:6178.39014 [502] validation_0-mae:5284.53125 validation_1-mae:6178.45508 [503] validation_0-mae:5282.77539 validation_1-mae:6179.06689 [504] validation_0-mae:5281.63379 validation_1-mae:6178.62207 [505] validation_0-mae:5279.17334 validation_1-mae:6178.99463 [506] validation_0-mae:5278.80566 validation_1-mae:6178.79395 [507] validation_0-mae:5278.18897 validation_1-mae:6178.72656 [508] validation_0-mae:5277.18506 validation_1-mae:6178.76514 [509] validation_0-mae:5276.90234 validation_1-mae:6178.74170 [510] validation_0-mae:5274.55908 validation_1-mae:6178.47705 [511] validation_0-mae:5273.79639 validation_1-mae:6178.31103 [512] validation_0-mae:5272.00488 validation_1-mae:6177.36182 [513] validation_0-mae:5271.06250 validation_1-mae:6177.14844 [514] validation_0-mae:5269.47266 validation_1-mae:6176.67432 [515] validation_0-mae:5267.89111 validation_1-mae:6176.73340 [516] validation_0-mae:5266.76562 validation_1-mae:6176.31348 [517] validation_0-mae:5265.67627 validation_1-mae:6175.99268 [518] validation_0-mae:5264.74561 validation_1-mae:6176.25342 [519] validation_0-mae:5263.58057 validation_1-mae:6175.57861 [520] validation_0-mae:5260.98486 validation_1-mae:6175.26904 [521] validation_0-mae:5258.90381 validation_1-mae:6174.99756 [522] validation_0-mae:5257.34033 validation_1-mae:6174.82227 [523] validation_0-mae:5255.01025 validation_1-mae:6173.57129 [524] validation_0-mae:5253.50195 validation_1-mae:6173.42285 [525] validation_0-mae:5252.07178 validation_1-mae:6173.04199 [526] validation_0-mae:5250.73730 validation_1-mae:6173.12012 [527] validation_0-mae:5249.68359 validation_1-mae:6172.78027 [528] validation_0-mae:5247.73389 validation_1-mae:6172.95947 [529] validation_0-mae:5246.08643 validation_1-mae:6173.00391 [530] validation_0-mae:5245.32471 validation_1-mae:6172.84668 [531] validation_0-mae:5244.40576 validation_1-mae:6172.90381 [532] validation_0-mae:5240.85547 validation_1-mae:6170.54688 [533] validation_0-mae:5238.85303 validation_1-mae:6169.41406 [534] validation_0-mae:5236.46533 validation_1-mae:6169.17969 [535] validation_0-mae:5234.50684 validation_1-mae:6168.56934 [536] validation_0-mae:5233.65772 validation_1-mae:6168.01367 [537] validation_0-mae:5232.40625 validation_1-mae:6168.19189 [538] validation_0-mae:5231.50781 validation_1-mae:6167.70752 [539] validation_0-mae:5230.25000 validation_1-mae:6167.78955 [540] validation_0-mae:5230.17627 validation_1-mae:6167.81689 [541] validation_0-mae:5228.69922 validation_1-mae:6167.70752 [542] validation_0-mae:5227.27881 validation_1-mae:6167.64795 [543] validation_0-mae:5224.98975 validation_1-mae:6166.54248 [544] validation_0-mae:5220.71875 validation_1-mae:6163.53564 [545] validation_0-mae:5216.58447 validation_1-mae:6160.09570 [546] validation_0-mae:5212.93066 validation_1-mae:6158.97607 [547] validation_0-mae:5207.44189 validation_1-mae:6159.48584 [548] validation_0-mae:5205.60547 validation_1-mae:6158.86377 [549] validation_0-mae:5203.38574 validation_1-mae:6158.46533 [550] validation_0-mae:5202.12158 validation_1-mae:6158.42480 [551] validation_0-mae:5201.12647 validation_1-mae:6158.12500 [552] validation_0-mae:5199.35938 validation_1-mae:6157.42871 [553] validation_0-mae:5197.37891 validation_1-mae:6156.80615 [554] validation_0-mae:5194.07812 validation_1-mae:6155.30322 [555] validation_0-mae:5191.83154 validation_1-mae:6154.51416 [556] validation_0-mae:5190.39062 validation_1-mae:6153.85742 [557] validation_0-mae:5189.68457 validation_1-mae:6153.08887 [558] validation_0-mae:5189.11475 validation_1-mae:6152.73633 [559] validation_0-mae:5188.22363 validation_1-mae:6152.57422 [560] validation_0-mae:5186.95557 validation_1-mae:6152.17139 [561] validation_0-mae:5183.88086 validation_1-mae:6151.02148 [562] validation_0-mae:5182.27393 validation_1-mae:6150.64453 [563] validation_0-mae:5179.57812 validation_1-mae:6149.36133 [564] validation_0-mae:5176.96777 validation_1-mae:6148.94336 [565] validation_0-mae:5172.94727 validation_1-mae:6148.50928 [566] validation_0-mae:5171.66504 validation_1-mae:6148.21289 [567] validation_0-mae:5168.66943 validation_1-mae:6146.49805 [568] validation_0-mae:5166.68848 validation_1-mae:6145.35059 [569] validation_0-mae:5163.79150 validation_1-mae:6144.03564 [570] validation_0-mae:5161.64893 validation_1-mae:6142.15234 [571] validation_0-mae:5160.22607 validation_1-mae:6141.57080 [572] validation_0-mae:5159.13623 validation_1-mae:6141.12647 [573] validation_0-mae:5158.37695 validation_1-mae:6140.81787 [574] validation_0-mae:5156.87451 validation_1-mae:6140.39551 [575] validation_0-mae:5155.22705 validation_1-mae:6139.67383 [576] validation_0-mae:5153.57324 validation_1-mae:6140.33691 [577] validation_0-mae:5151.61084 validation_1-mae:6138.90430 [578] validation_0-mae:5150.29883 validation_1-mae:6139.28564 [579] validation_0-mae:5148.19873 validation_1-mae:6139.31103 [580] validation_0-mae:5144.66260 validation_1-mae:6139.15430 [581] validation_0-mae:5142.33008 validation_1-mae:6138.19580 [582] validation_0-mae:5139.49853 validation_1-mae:6139.14600 [583] validation_0-mae:5137.52344 validation_1-mae:6138.29199 [584] validation_0-mae:5135.26807 validation_1-mae:6138.91797 [585] validation_0-mae:5134.68066 validation_1-mae:6138.74756 [586] validation_0-mae:5133.89258 validation_1-mae:6138.41943 [587] validation_0-mae:5133.54980 validation_1-mae:6138.55762 [588] validation_0-mae:5132.79492 validation_1-mae:6138.55322 [589] validation_0-mae:5130.82812 validation_1-mae:6136.93164 [590] validation_0-mae:5129.79883 validation_1-mae:6137.80127 [591] validation_0-mae:5128.53711 validation_1-mae:6137.39111 [592] validation_0-mae:5126.21533 validation_1-mae:6136.61816 [593] validation_0-mae:5122.79492 validation_1-mae:6134.46143 [594] validation_0-mae:5122.34033 validation_1-mae:6134.76172 [595] validation_0-mae:5119.11914 validation_1-mae:6133.77930 [596] validation_0-mae:5115.95752 validation_1-mae:6132.54346 [597] validation_0-mae:5113.45068 validation_1-mae:6132.72754 [598] validation_0-mae:5112.82373 validation_1-mae:6132.74805 [599] validation_0-mae:5110.76953 validation_1-mae:6132.12939 [600] validation_0-mae:5109.23877 validation_1-mae:6131.17236 [601] validation_0-mae:5109.05176 validation_1-mae:6131.29395 [602] validation_0-mae:5108.54785 validation_1-mae:6131.30762 [603] validation_0-mae:5107.86084 validation_1-mae:6130.97363 [604] validation_0-mae:5107.28125 validation_1-mae:6130.88477 [605] validation_0-mae:5106.36963 validation_1-mae:6131.26953 [606] validation_0-mae:5103.89941 validation_1-mae:6130.88184 [607] validation_0-mae:5102.00049 validation_1-mae:6129.90820 [608] validation_0-mae:5099.49902 validation_1-mae:6128.53809 [609] validation_0-mae:5097.07520 validation_1-mae:6127.74170 [610] validation_0-mae:5095.91553 validation_1-mae:6127.37891 [611] validation_0-mae:5094.10498 validation_1-mae:6127.48242 [612] validation_0-mae:5093.47852 validation_1-mae:6127.43994 [613] validation_0-mae:5091.84277 validation_1-mae:6126.42236 [614] validation_0-mae:5091.18066 validation_1-mae:6126.36670 [615] validation_0-mae:5089.37647 validation_1-mae:6125.45752 [616] validation_0-mae:5088.23096 validation_1-mae:6125.77490 [617] validation_0-mae:5087.44336 validation_1-mae:6126.46973 [618] validation_0-mae:5084.48340 validation_1-mae:6125.45166 [619] validation_0-mae:5082.27002 validation_1-mae:6123.84375 [620] validation_0-mae:5079.76270 validation_1-mae:6123.72949 [621] validation_0-mae:5077.86035 validation_1-mae:6123.13477 [622] validation_0-mae:5076.54980 validation_1-mae:6123.40234 [623] validation_0-mae:5075.47510 validation_1-mae:6122.80762 [624] validation_0-mae:5073.44336 validation_1-mae:6121.97510 [625] validation_0-mae:5071.21484 validation_1-mae:6121.49170 [626] validation_0-mae:5068.62988 validation_1-mae:6121.08252 [627] validation_0-mae:5068.29443 validation_1-mae:6121.30078 [628] validation_0-mae:5066.67920 validation_1-mae:6120.21191 [629] validation_0-mae:5065.80029 validation_1-mae:6120.38281 [630] validation_0-mae:5064.03906 validation_1-mae:6119.54590 [631] validation_0-mae:5063.07959 validation_1-mae:6119.57178 [632] validation_0-mae:5061.21484 validation_1-mae:6119.80762 [633] validation_0-mae:5059.06250 validation_1-mae:6119.33838 [634] validation_0-mae:5056.76562 validation_1-mae:6118.98047 [635] validation_0-mae:5055.11865 validation_1-mae:6118.19238 [636] validation_0-mae:5053.86475 validation_1-mae:6118.39844 [637] validation_0-mae:5052.84326 validation_1-mae:6118.39258 [638] validation_0-mae:5052.05225 validation_1-mae:6118.13916 [639] validation_0-mae:5051.76416 validation_1-mae:6117.84473 [640] validation_0-mae:5049.75195 validation_1-mae:6116.86865 [641] validation_0-mae:5047.15478 validation_1-mae:6115.76562 [642] validation_0-mae:5045.14355 validation_1-mae:6115.38037 [643] validation_0-mae:5042.76221 validation_1-mae:6114.71777 [644] validation_0-mae:5040.63428 validation_1-mae:6113.14209 [645] validation_0-mae:5038.71240 validation_1-mae:6113.17334 [646] validation_0-mae:5037.67432 validation_1-mae:6112.45996 [647] validation_0-mae:5036.53418 validation_1-mae:6111.85156 [648] validation_0-mae:5033.40625 validation_1-mae:6110.47510 [649] validation_0-mae:5032.36133 validation_1-mae:6110.18359 [650] validation_0-mae:5031.26318 validation_1-mae:6110.41016 [651] validation_0-mae:5028.72119 validation_1-mae:6110.09082 [652] validation_0-mae:5027.80518 validation_1-mae:6110.00635 [653] validation_0-mae:5025.96094 validation_1-mae:6109.82373 [654] validation_0-mae:5024.11475 validation_1-mae:6108.89746 [655] validation_0-mae:5023.06445 validation_1-mae:6109.24902 [656] validation_0-mae:5021.12256 validation_1-mae:6109.81250 [657] validation_0-mae:5019.67236 validation_1-mae:6109.84326 [658] validation_0-mae:5018.58789 validation_1-mae:6109.58203 [659] validation_0-mae:5017.58838 validation_1-mae:6109.23242 [660] validation_0-mae:5016.26514 validation_1-mae:6108.83008 [661] validation_0-mae:5015.47412 validation_1-mae:6109.29053 [662] validation_0-mae:5013.78467 validation_1-mae:6108.33643 [663] validation_0-mae:5012.78223 validation_1-mae:6108.97803 [664] validation_0-mae:5010.66748 validation_1-mae:6108.18457 [665] validation_0-mae:5009.38330 validation_1-mae:6107.81885 [666] validation_0-mae:5007.75879 validation_1-mae:6107.35254 [667] validation_0-mae:5007.02978 validation_1-mae:6107.50391 [668] validation_0-mae:5005.09228 validation_1-mae:6106.84375 [669] validation_0-mae:5003.62061 validation_1-mae:6106.59277 [670] validation_0-mae:5003.25879 validation_1-mae:6106.72998 [671] validation_0-mae:5002.78320 validation_1-mae:6106.61328 [672] validation_0-mae:5002.10059 validation_1-mae:6106.44043 [673] validation_0-mae:5001.99268 validation_1-mae:6106.35352 [674] validation_0-mae:5000.22803 validation_1-mae:6106.00000 [675] validation_0-mae:4998.11328 validation_1-mae:6105.08594 [676] validation_0-mae:4997.29785 validation_1-mae:6104.90723 [677] validation_0-mae:4995.82275 validation_1-mae:6105.75293 [678] validation_0-mae:4994.90283 validation_1-mae:6105.77393 [679] validation_0-mae:4993.11035 validation_1-mae:6105.93066 [680] validation_0-mae:4992.35107 validation_1-mae:6106.17627 [681] validation_0-mae:4990.64111 validation_1-mae:6106.20020 [682] validation_0-mae:4989.83057 validation_1-mae:6105.76758 [683] validation_0-mae:4989.27637 validation_1-mae:6105.47656 [684] validation_0-mae:4988.34766 validation_1-mae:6105.15186 [685] validation_0-mae:4986.31885 validation_1-mae:6103.99414 [686] validation_0-mae:4984.78125 validation_1-mae:6103.84766 [687] validation_0-mae:4982.24463 validation_1-mae:6103.32910 [688] validation_0-mae:4980.39990 validation_1-mae:6102.94531 [689] validation_0-mae:4978.38232 validation_1-mae:6102.84082 [690] validation_0-mae:4976.63330 validation_1-mae:6102.54248 [691] validation_0-mae:4975.26221 validation_1-mae:6103.31152 [692] validation_0-mae:4971.96777 validation_1-mae:6101.67676 [693] validation_0-mae:4970.84814 validation_1-mae:6101.29102 [694] validation_0-mae:4970.34766 validation_1-mae:6101.47949 [695] validation_0-mae:4967.23242 validation_1-mae:6101.76807 [696] validation_0-mae:4966.54980 validation_1-mae:6101.78613 [697] validation_0-mae:4964.29492 validation_1-mae:6101.93506 [698] validation_0-mae:4964.17529 validation_1-mae:6101.87939 [699] validation_0-mae:4963.85742 validation_1-mae:6101.93262 [700] validation_0-mae:4962.98096 validation_1-mae:6102.47510 [701] validation_0-mae:4960.63818 validation_1-mae:6102.88721 [702] validation_0-mae:4958.45215 validation_1-mae:6103.57275 [703] validation_0-mae:4955.81689 validation_1-mae:6103.21680 [704] validation_0-mae:4954.37793 validation_1-mae:6103.93213 [705] validation_0-mae:4953.31397 validation_1-mae:6103.65039 [706] validation_0-mae:4951.42676 validation_1-mae:6103.46436 [707] validation_0-mae:4950.33545 validation_1-mae:6102.97217 [708] validation_0-mae:4949.63574 validation_1-mae:6102.31641 [709] validation_0-mae:4948.78809 validation_1-mae:6101.85938 [710] validation_0-mae:4947.06152 validation_1-mae:6101.83154 [711] validation_0-mae:4945.45801 validation_1-mae:6102.47412 [712] validation_0-mae:4943.99316 validation_1-mae:6102.32275 [713] validation_0-mae:4941.79443 validation_1-mae:6102.28516 [714] validation_0-mae:4939.67969 validation_1-mae:6101.84961 [715] validation_0-mae:4938.27295 validation_1-mae:6102.47656 [716] validation_0-mae:4936.56787 validation_1-mae:6102.25000 [717] validation_0-mae:4934.16016 validation_1-mae:6101.75830 [718] validation_0-mae:4932.96973 validation_1-mae:6102.20752 [719] validation_0-mae:4931.52832 validation_1-mae:6103.22217 [720] validation_0-mae:4930.86426 validation_1-mae:6103.22217 [721] validation_0-mae:4930.54736 validation_1-mae:6103.17676 [722] validation_0-mae:4929.99463 validation_1-mae:6103.40576 [723] validation_0-mae:4928.52344 validation_1-mae:6103.89160 [724] validation_0-mae:4926.64600 validation_1-mae:6103.81006 [725] validation_0-mae:4924.50586 validation_1-mae:6103.62451 [726] validation_0-mae:4922.59473 validation_1-mae:6102.96533 [727] validation_0-mae:4919.83984 validation_1-mae:6102.07031 [728] validation_0-mae:4918.47363 validation_1-mae:6101.92090 [729] validation_0-mae:4917.40674 validation_1-mae:6102.15283 [730] validation_0-mae:4915.43311 validation_1-mae:6100.52930 [731] validation_0-mae:4913.08740 validation_1-mae:6099.32812 [732] validation_0-mae:4911.61621 validation_1-mae:6099.53418 [733] validation_0-mae:4910.43164 validation_1-mae:6099.82227 [734] validation_0-mae:4909.28857 validation_1-mae:6100.02148 [735] validation_0-mae:4907.79346 validation_1-mae:6101.23096 [736] validation_0-mae:4907.18701 validation_1-mae:6101.08838 [737] validation_0-mae:4906.18603 validation_1-mae:6101.59180 [738] validation_0-mae:4906.02978 validation_1-mae:6101.51416 [739] validation_0-mae:4904.04932 validation_1-mae:6101.63135 [740] validation_0-mae:4900.75293 validation_1-mae:6100.63477 [741] validation_0-mae:4898.10596 validation_1-mae:6100.95605 [742] validation_0-mae:4896.53027 validation_1-mae:6100.49023 [743] validation_0-mae:4894.85645 validation_1-mae:6099.43164 [744] validation_0-mae:4892.70508 validation_1-mae:6098.68066 [745] validation_0-mae:4891.11719 validation_1-mae:6097.98779 [746] validation_0-mae:4889.65918 validation_1-mae:6096.87744 [747] validation_0-mae:4886.72852 validation_1-mae:6094.80029 [748] validation_0-mae:4885.81445 validation_1-mae:6094.79199 [749] validation_0-mae:4883.53613 validation_1-mae:6093.38916 [750] validation_0-mae:4882.65967 validation_1-mae:6093.05322 [751] validation_0-mae:4880.35986 validation_1-mae:6092.26611 [752] validation_0-mae:4878.42480 validation_1-mae:6090.43555 [753] validation_0-mae:4876.52100 validation_1-mae:6089.11426 [754] validation_0-mae:4874.91064 validation_1-mae:6088.96143 [755] validation_0-mae:4874.72070 validation_1-mae:6088.79395 [756] validation_0-mae:4874.07471 validation_1-mae:6089.29980 [757] validation_0-mae:4872.86621 validation_1-mae:6089.47070 [758] validation_0-mae:4870.49170 validation_1-mae:6089.87109 [759] validation_0-mae:4868.57959 validation_1-mae:6090.61182 [760] validation_0-mae:4866.79395 validation_1-mae:6090.25635 [761] validation_0-mae:4865.78906 validation_1-mae:6090.27002 [762] validation_0-mae:4864.77148 validation_1-mae:6091.08545 [763] validation_0-mae:4861.84424 validation_1-mae:6089.25049 [764] validation_0-mae:4860.21094 validation_1-mae:6089.40137 [765] validation_0-mae:4858.42725 validation_1-mae:6089.05811 [766] validation_0-mae:4856.13184 validation_1-mae:6088.92334 [767] validation_0-mae:4854.88135 validation_1-mae:6088.98193 [768] validation_0-mae:4852.12939 validation_1-mae:6087.39551 [769] validation_0-mae:4850.83057 validation_1-mae:6088.21777 [770] validation_0-mae:4850.14746 validation_1-mae:6087.99121 [771] validation_0-mae:4848.53272 validation_1-mae:6088.45557 [772] validation_0-mae:4847.80908 validation_1-mae:6088.61230 [773] validation_0-mae:4846.26562 validation_1-mae:6088.53174 [774] validation_0-mae:4844.75537 validation_1-mae:6087.49023 [775] validation_0-mae:4844.06103 validation_1-mae:6087.07129 [776] validation_0-mae:4842.71875 validation_1-mae:6087.03076 [777] validation_0-mae:4841.65772 validation_1-mae:6086.45605 [778] validation_0-mae:4840.20117 validation_1-mae:6086.48633 [779] validation_0-mae:4838.99902 validation_1-mae:6086.45703 [780] validation_0-mae:4838.63281 validation_1-mae:6086.36182 [781] validation_0-mae:4837.12598 validation_1-mae:6086.05566 [782] validation_0-mae:4835.53223 validation_1-mae:6085.48926 [783] validation_0-mae:4834.08154 validation_1-mae:6085.23975 [784] validation_0-mae:4832.79590 validation_1-mae:6085.04199 [785] validation_0-mae:4830.58350 validation_1-mae:6085.19531 [786] validation_0-mae:4828.27441 validation_1-mae:6084.88330 [787] validation_0-mae:4826.04053 validation_1-mae:6084.41797 [788] validation_0-mae:4823.97607 validation_1-mae:6083.54150 [789] validation_0-mae:4823.45020 validation_1-mae:6083.59619 [790] validation_0-mae:4821.91553 validation_1-mae:6082.90723 [791] validation_0-mae:4819.40332 validation_1-mae:6083.15381 [792] validation_0-mae:4818.52344 validation_1-mae:6083.08691 [793] validation_0-mae:4817.12793 validation_1-mae:6083.21875 [794] validation_0-mae:4816.04736 validation_1-mae:6083.18848 [795] validation_0-mae:4814.61865 validation_1-mae:6083.47412 [796] validation_0-mae:4811.57324 validation_1-mae:6082.80322 [797] validation_0-mae:4810.34473 validation_1-mae:6082.44873 [798] validation_0-mae:4809.63965 validation_1-mae:6082.23438 [799] validation_0-mae:4808.02637 validation_1-mae:6082.44141 [800] validation_0-mae:4806.10010 validation_1-mae:6082.35742 [801] validation_0-mae:4805.12305 validation_1-mae:6082.60352 [802] validation_0-mae:4803.61523 validation_1-mae:6083.18701 [803] validation_0-mae:4801.63281 validation_1-mae:6082.25732 [804] validation_0-mae:4800.49219 validation_1-mae:6081.88428 [805] validation_0-mae:4797.67285 validation_1-mae:6081.19873 [806] validation_0-mae:4796.27344 validation_1-mae:6080.99707 [807] validation_0-mae:4794.82324 validation_1-mae:6081.13477 [808] validation_0-mae:4792.94385 validation_1-mae:6080.71728 [809] validation_0-mae:4791.41650 validation_1-mae:6080.12500 [810] validation_0-mae:4790.70801 validation_1-mae:6080.08984 [811] validation_0-mae:4789.17871 validation_1-mae:6080.44678 [812] validation_0-mae:4787.88525 validation_1-mae:6079.81836 [813] validation_0-mae:4785.59082 validation_1-mae:6080.77295 [814] validation_0-mae:4784.52588 validation_1-mae:6081.09228 [815] validation_0-mae:4783.19385 validation_1-mae:6081.31348 [816] validation_0-mae:4782.24707 validation_1-mae:6081.21289 [817] validation_0-mae:4780.13623 validation_1-mae:6082.38184 [818] validation_0-mae:4778.93897 validation_1-mae:6082.06152 [819] validation_0-mae:4778.02148 validation_1-mae:6081.97266 [820] validation_0-mae:4776.57080 validation_1-mae:6081.87012 [821] validation_0-mae:4775.11475 validation_1-mae:6082.04785 [822] validation_0-mae:4774.51367 validation_1-mae:6082.15137 [823] validation_0-mae:4773.36768 validation_1-mae:6081.71094 [824] validation_0-mae:4772.32275 validation_1-mae:6081.61279 [825] validation_0-mae:4769.59424 validation_1-mae:6081.49219 [826] validation_0-mae:4768.12500 validation_1-mae:6081.59424 [827] validation_0-mae:4766.51318 validation_1-mae:6081.90137 [828] validation_0-mae:4764.52344 validation_1-mae:6081.29346 [829] validation_0-mae:4761.92041 validation_1-mae:6080.93359 [830] validation_0-mae:4760.46436 validation_1-mae:6080.40186 [831] validation_0-mae:4758.38330 validation_1-mae:6078.74805 [832] validation_0-mae:4756.95068 validation_1-mae:6078.37207 [833] validation_0-mae:4754.94141 validation_1-mae:6077.93115 [834] validation_0-mae:4754.01514 validation_1-mae:6078.11328 [835] validation_0-mae:4753.09619 validation_1-mae:6077.97168 [836] validation_0-mae:4752.17041 validation_1-mae:6078.06982 [837] validation_0-mae:4751.39551 validation_1-mae:6077.95264 [838] validation_0-mae:4749.69189 validation_1-mae:6077.47266 [839] validation_0-mae:4747.90918 validation_1-mae:6077.32373 [840] validation_0-mae:4746.24072 validation_1-mae:6077.29883 [841] validation_0-mae:4744.63037 validation_1-mae:6076.63867 [842] validation_0-mae:4743.20801 validation_1-mae:6076.73633 [843] validation_0-mae:4742.11084 validation_1-mae:6076.45654 [844] validation_0-mae:4741.04248 validation_1-mae:6076.93164 [845] validation_0-mae:4739.10693 validation_1-mae:6075.32715 [846] validation_0-mae:4738.97998 validation_1-mae:6075.24023 [847] validation_0-mae:4737.41455 validation_1-mae:6076.05615 [848] validation_0-mae:4735.35693 validation_1-mae:6075.96631 [849] validation_0-mae:4733.97852 validation_1-mae:6076.73828 [850] validation_0-mae:4732.84180 validation_1-mae:6077.69727 [851] validation_0-mae:4731.20654 validation_1-mae:6078.23877 [852] validation_0-mae:4729.31689 validation_1-mae:6078.23975 [853] validation_0-mae:4728.57861 validation_1-mae:6078.29004 [854] validation_0-mae:4727.59912 validation_1-mae:6077.59619 [855] validation_0-mae:4726.05225 validation_1-mae:6077.07910 [856] validation_0-mae:4724.66309 validation_1-mae:6076.36426 [857] validation_0-mae:4723.76514 validation_1-mae:6076.28418 [858] validation_0-mae:4722.85205 validation_1-mae:6075.88867 [859] validation_0-mae:4720.91357 validation_1-mae:6075.48779 [860] validation_0-mae:4719.01709 validation_1-mae:6076.19189 [861] validation_0-mae:4717.73926 validation_1-mae:6076.04834 [862] validation_0-mae:4716.11279 validation_1-mae:6075.54590 [863] validation_0-mae:4713.92041 validation_1-mae:6075.33936 [864] validation_0-mae:4712.35938 validation_1-mae:6075.09033 [865] validation_0-mae:4710.62549 validation_1-mae:6075.50342 [866] validation_0-mae:4708.01758 validation_1-mae:6075.46484 [867] validation_0-mae:4706.51318 validation_1-mae:6075.12402 [868] validation_0-mae:4706.05225 validation_1-mae:6074.87109 [869] validation_0-mae:4705.76904 validation_1-mae:6074.93897 [870] validation_0-mae:4704.64307 validation_1-mae:6074.88281 [871] validation_0-mae:4703.84033 validation_1-mae:6074.26465 [872] validation_0-mae:4702.99463 validation_1-mae:6074.54785 [873] validation_0-mae:4702.06348 validation_1-mae:6074.16797 [874] validation_0-mae:4701.87744 validation_1-mae:6074.10986 [875] validation_0-mae:4700.06592 validation_1-mae:6073.71338 [876] validation_0-mae:4698.55420 validation_1-mae:6073.97022 [877] validation_0-mae:4696.58008 validation_1-mae:6073.26709 [878] validation_0-mae:4695.62012 validation_1-mae:6073.20410 [879] validation_0-mae:4694.76514 validation_1-mae:6073.24561 [880] validation_0-mae:4693.57617 validation_1-mae:6073.58594 [881] validation_0-mae:4692.77881 validation_1-mae:6073.61328 [882] validation_0-mae:4692.31885 validation_1-mae:6073.30225 [883] validation_0-mae:4691.64404 validation_1-mae:6073.60010 [884] validation_0-mae:4690.14551 validation_1-mae:6073.02344 [885] validation_0-mae:4689.10938 validation_1-mae:6073.51367 [886] validation_0-mae:4688.79785 validation_1-mae:6073.53955 [887] validation_0-mae:4687.61328 validation_1-mae:6074.01416 [888] validation_0-mae:4686.73975 validation_1-mae:6074.19580 [889] validation_0-mae:4685.40869 validation_1-mae:6073.97314 [890] validation_0-mae:4684.23584 validation_1-mae:6073.62158 [891] validation_0-mae:4683.56152 validation_1-mae:6073.83057 [892] validation_0-mae:4683.09326 validation_1-mae:6074.17090 [893] validation_0-mae:4682.78369 validation_1-mae:6073.98926 [894] validation_0-mae:4681.86230 validation_1-mae:6073.57910 [895] validation_0-mae:4681.82080 validation_1-mae:6073.64209 [896] validation_0-mae:4681.50635 validation_1-mae:6073.63379 [897] validation_0-mae:4680.34863 validation_1-mae:6073.36230 [898] validation_0-mae:4677.80469 validation_1-mae:6072.60645 [899] validation_0-mae:4675.33203 validation_1-mae:6072.16064 [900] validation_0-mae:4673.29443 validation_1-mae:6072.06885 [901] validation_0-mae:4671.24268 validation_1-mae:6071.61914 [902] validation_0-mae:4669.35449 validation_1-mae:6071.62451 [903] validation_0-mae:4668.00439 validation_1-mae:6071.44482 [904] validation_0-mae:4667.20361 validation_1-mae:6071.10986 [905] validation_0-mae:4665.30713 validation_1-mae:6070.74609 [906] validation_0-mae:4663.07324 validation_1-mae:6070.84668 [907] validation_0-mae:4661.57080 validation_1-mae:6070.34326 [908] validation_0-mae:4660.14746 validation_1-mae:6069.95166 [909] validation_0-mae:4659.17041 validation_1-mae:6070.26367 [910] validation_0-mae:4657.39502 validation_1-mae:6069.80566 [911] validation_0-mae:4655.69775 validation_1-mae:6069.52930 [912] validation_0-mae:4654.27002 validation_1-mae:6068.76270 [913] validation_0-mae:4653.36670 validation_1-mae:6068.67578 [914] validation_0-mae:4651.60645 validation_1-mae:6068.87744 [915] validation_0-mae:4650.07129 validation_1-mae:6069.33594 [916] validation_0-mae:4648.69434 validation_1-mae:6069.08057 [917] validation_0-mae:4647.11084 validation_1-mae:6068.39160 [918] validation_0-mae:4645.83447 validation_1-mae:6067.96240 [919] validation_0-mae:4644.35205 validation_1-mae:6067.14795 [920] validation_0-mae:4642.51074 validation_1-mae:6065.99316 [921] validation_0-mae:4640.64941 validation_1-mae:6066.18701 [922] validation_0-mae:4638.21338 validation_1-mae:6066.16357 [923] validation_0-mae:4636.72949 validation_1-mae:6065.99805 [924] validation_0-mae:4635.22314 validation_1-mae:6066.44434 [925] validation_0-mae:4633.44385 validation_1-mae:6065.90869 [926] validation_0-mae:4631.83057 validation_1-mae:6065.33447 [927] validation_0-mae:4630.89160 validation_1-mae:6065.50928 [928] validation_0-mae:4629.98047 validation_1-mae:6065.38379 [929] validation_0-mae:4628.97022 validation_1-mae:6065.43066 [930] validation_0-mae:4628.20312 validation_1-mae:6065.19873 [931] validation_0-mae:4627.17773 validation_1-mae:6065.01221 [932] validation_0-mae:4625.81592 validation_1-mae:6065.17529 [933] validation_0-mae:4624.90088 validation_1-mae:6065.18115 [934] validation_0-mae:4623.90625 validation_1-mae:6065.04150 [935] validation_0-mae:4623.53320 validation_1-mae:6064.98486 [936] validation_0-mae:4622.59522 validation_1-mae:6064.70068 [937] validation_0-mae:4621.55420 validation_1-mae:6064.56397 [938] validation_0-mae:4620.30127 validation_1-mae:6064.62207 [939] validation_0-mae:4619.41309 validation_1-mae:6064.46826 [940] validation_0-mae:4617.91162 validation_1-mae:6064.91211 [941] validation_0-mae:4616.87500 validation_1-mae:6065.31641 [942] validation_0-mae:4615.56592 validation_1-mae:6065.27637 [943] validation_0-mae:4614.95020 validation_1-mae:6065.50879 [944] validation_0-mae:4613.19629 validation_1-mae:6065.66504 [945] validation_0-mae:4611.39014 validation_1-mae:6065.59814 [946] validation_0-mae:4610.41162 validation_1-mae:6065.94043 [947] validation_0-mae:4609.64258 validation_1-mae:6065.53662 [948] validation_0-mae:4607.56006 validation_1-mae:6064.79639 [949] validation_0-mae:4605.57275 validation_1-mae:6064.43066 [950] validation_0-mae:4604.90186 validation_1-mae:6064.42969 [951] validation_0-mae:4603.11279 validation_1-mae:6064.44336 [952] validation_0-mae:4602.35107 validation_1-mae:6064.22363 [953] validation_0-mae:4601.77100 validation_1-mae:6063.74658 [954] validation_0-mae:4600.14600 validation_1-mae:6063.13037 [955] validation_0-mae:4599.00147 validation_1-mae:6062.50293 [956] validation_0-mae:4597.79590 validation_1-mae:6062.66748 [957] validation_0-mae:4596.99561 validation_1-mae:6062.98145 [958] validation_0-mae:4595.34814 validation_1-mae:6063.09570 [959] validation_0-mae:4594.96924 validation_1-mae:6063.40039 [960] validation_0-mae:4593.63574 validation_1-mae:6063.01123 [961] validation_0-mae:4591.81006 validation_1-mae:6062.95703 [962] validation_0-mae:4591.10742 validation_1-mae:6062.88232 [963] validation_0-mae:4590.34863 validation_1-mae:6063.36523 [964] validation_0-mae:4588.67480 validation_1-mae:6062.37451 [965] validation_0-mae:4587.41016 validation_1-mae:6062.19287 [966] validation_0-mae:4586.69922 validation_1-mae:6062.27393 [967] validation_0-mae:4585.78711 validation_1-mae:6062.19727 [968] validation_0-mae:4583.60693 validation_1-mae:6062.02734 [969] validation_0-mae:4582.51172 validation_1-mae:6062.12744 [970] validation_0-mae:4581.34717 validation_1-mae:6062.52832 [971] validation_0-mae:4580.33545 validation_1-mae:6063.01416 [972] validation_0-mae:4578.19434 validation_1-mae:6063.28711 [973] validation_0-mae:4576.85596 validation_1-mae:6063.36914 [974] validation_0-mae:4575.43750 validation_1-mae:6062.92383 [975] validation_0-mae:4574.68701 validation_1-mae:6063.04004 [976] validation_0-mae:4573.18457 validation_1-mae:6062.83887 [977] validation_0-mae:4571.41895 validation_1-mae:6061.89795 [978] validation_0-mae:4569.94287 validation_1-mae:6062.34961 [979] validation_0-mae:4567.87109 validation_1-mae:6061.59668 [980] validation_0-mae:4566.72998 validation_1-mae:6061.02588 [981] validation_0-mae:4565.63086 validation_1-mae:6060.54883 [982] validation_0-mae:4564.78516 validation_1-mae:6060.95996 [983] validation_0-mae:4563.64014 validation_1-mae:6061.20361 [984] validation_0-mae:4562.47070 validation_1-mae:6060.98096 [985] validation_0-mae:4561.14551 validation_1-mae:6060.60596 [986] validation_0-mae:4560.58643 validation_1-mae:6060.45068 [987] validation_0-mae:4559.75000 validation_1-mae:6059.60156 [988] validation_0-mae:4558.57812 validation_1-mae:6058.89014 [989] validation_0-mae:4557.96728 validation_1-mae:6058.88428 [990] validation_0-mae:4556.75195 validation_1-mae:6059.52197 [991] validation_0-mae:4555.95898 validation_1-mae:6059.24756 [992] validation_0-mae:4555.56348 validation_1-mae:6059.26514 [993] validation_0-mae:4555.08447 validation_1-mae:6059.20068 [994] validation_0-mae:4554.16113 validation_1-mae:6058.96924 [995] validation_0-mae:4552.78027 validation_1-mae:6058.86377 [996] validation_0-mae:4551.65478 validation_1-mae:6058.52832 [997] validation_0-mae:4550.30811 validation_1-mae:6057.78467 [998] validation_0-mae:4548.99561 validation_1-mae:6058.06982 [999] validation_0-mae:4548.61133 validation_1-mae:6058.08789 [1000] validation_0-mae:4547.83008 validation_1-mae:6057.95068 [1001] validation_0-mae:4547.14160 validation_1-mae:6058.11768 [1002] validation_0-mae:4546.52490 validation_1-mae:6057.95508 [1003] validation_0-mae:4546.43115 validation_1-mae:6058.01367 [1004] validation_0-mae:4545.77295 validation_1-mae:6058.03174 [1005] validation_0-mae:4544.22559 validation_1-mae:6057.83154 [1006] validation_0-mae:4542.69629 validation_1-mae:6057.38428 [1007] validation_0-mae:4541.40332 validation_1-mae:6056.94434 [1008] validation_0-mae:4540.20117 validation_1-mae:6055.95508 [1009] validation_0-mae:4539.67383 validation_1-mae:6056.15869 [1010] validation_0-mae:4538.90186 validation_1-mae:6055.92920 [1011] validation_0-mae:4538.33447 validation_1-mae:6055.79834 [1012] validation_0-mae:4537.43213 validation_1-mae:6055.73779 [1013] validation_0-mae:4536.60938 validation_1-mae:6055.70898 [1014] validation_0-mae:4536.35889 validation_1-mae:6055.73633 [1015] validation_0-mae:4535.89941 validation_1-mae:6056.21875 [1016] validation_0-mae:4535.29834 validation_1-mae:6056.43018 [1017] validation_0-mae:4533.98438 validation_1-mae:6056.50537 [1018] validation_0-mae:4532.99170 validation_1-mae:6056.77344 [1019] validation_0-mae:4532.58740 validation_1-mae:6056.85254 [1020] validation_0-mae:4531.14355 validation_1-mae:6056.71582 [1021] validation_0-mae:4529.12256 validation_1-mae:6056.29980 [1022] validation_0-mae:4528.56494 validation_1-mae:6056.12549 [1023] validation_0-mae:4528.24707 validation_1-mae:6056.04834 [1024] validation_0-mae:4527.65869 validation_1-mae:6056.08936 [1025] validation_0-mae:4525.52100 validation_1-mae:6055.29443 [1026] validation_0-mae:4524.05078 validation_1-mae:6055.46533 [1027] validation_0-mae:4523.50635 validation_1-mae:6055.48291 [1028] validation_0-mae:4522.68652 validation_1-mae:6055.10693 [1029] validation_0-mae:4521.59180 validation_1-mae:6054.43994 [1030] validation_0-mae:4521.21436 validation_1-mae:6054.57129 [1031] validation_0-mae:4519.45654 validation_1-mae:6054.55078 [1032] validation_0-mae:4517.96338 validation_1-mae:6054.59228 [1033] validation_0-mae:4516.26807 validation_1-mae:6054.64209 [1034] validation_0-mae:4515.96484 validation_1-mae:6054.68945 [1035] validation_0-mae:4515.00879 validation_1-mae:6055.06787 [1036] validation_0-mae:4513.34570 validation_1-mae:6055.65918 [1037] validation_0-mae:4512.50879 validation_1-mae:6055.50439 [1038] validation_0-mae:4512.02441 validation_1-mae:6055.69287 [1039] validation_0-mae:4511.52246 validation_1-mae:6055.50000 [1040] validation_0-mae:4510.11963 validation_1-mae:6055.46728 [1041] validation_0-mae:4508.11426 validation_1-mae:6054.80371 [1042] validation_0-mae:4506.65137 validation_1-mae:6054.92041 [1043] validation_0-mae:4505.50195 validation_1-mae:6054.48730 [1044] validation_0-mae:4504.27783 validation_1-mae:6054.79297 [1045] validation_0-mae:4503.26562 validation_1-mae:6054.91699 [1046] validation_0-mae:4501.68750 validation_1-mae:6055.28662 [1047] validation_0-mae:4500.70361 validation_1-mae:6055.18359 [1048] validation_0-mae:4500.31787 validation_1-mae:6055.38281 [1049] validation_0-mae:4499.56494 validation_1-mae:6055.17188 [1050] validation_0-mae:4499.49561 validation_1-mae:6055.17578 [1051] validation_0-mae:4499.15869 validation_1-mae:6055.07031 [1052] validation_0-mae:4498.14697 validation_1-mae:6055.39111 [1053] validation_0-mae:4497.62061 validation_1-mae:6055.21973 [1054] validation_0-mae:4496.79004 validation_1-mae:6054.91748 [1055] validation_0-mae:4496.07861 validation_1-mae:6055.04199 [1056] validation_0-mae:4495.93848 validation_1-mae:6055.07178 [1057] validation_0-mae:4494.29346 validation_1-mae:6054.45361 [1058] validation_0-mae:4493.24072 validation_1-mae:6054.16406 [1059] validation_0-mae:4492.10107 validation_1-mae:6053.62451 [1060] validation_0-mae:4491.31250 validation_1-mae:6053.46728 [1061] validation_0-mae:4490.18262 validation_1-mae:6052.40723 [1062] validation_0-mae:4489.04053 validation_1-mae:6052.26318 [1063] validation_0-mae:4487.41992 validation_1-mae:6051.52490 [1064] validation_0-mae:4486.86230 validation_1-mae:6051.57910 [1065] validation_0-mae:4486.14941 validation_1-mae:6051.13281 [1066] validation_0-mae:4484.94482 validation_1-mae:6050.97412 [1067] validation_0-mae:4483.28027 validation_1-mae:6051.11572 [1068] validation_0-mae:4482.73242 validation_1-mae:6051.36035 [1069] validation_0-mae:4481.22363 validation_1-mae:6051.29102 [1070] validation_0-mae:4479.86621 validation_1-mae:6051.26953 [1071] validation_0-mae:4479.25439 validation_1-mae:6051.21143 [1072] validation_0-mae:4478.05127 validation_1-mae:6051.39307 [1073] validation_0-mae:4476.98047 validation_1-mae:6051.10693 [1074] validation_0-mae:4476.27246 validation_1-mae:6051.07422 [1075] validation_0-mae:4475.11035 validation_1-mae:6051.13086 [1076] validation_0-mae:4474.16064 validation_1-mae:6051.14404 [1077] validation_0-mae:4473.28027 validation_1-mae:6050.89746 [1078] validation_0-mae:4472.45215 validation_1-mae:6051.05908 [1079] validation_0-mae:4471.20410 validation_1-mae:6051.24023 [1080] validation_0-mae:4469.00488 validation_1-mae:6050.27490 [1081] validation_0-mae:4468.50488 validation_1-mae:6050.14844 [1082] validation_0-mae:4467.66211 validation_1-mae:6050.05078 [1083] validation_0-mae:4466.86084 validation_1-mae:6050.09082 [1084] validation_0-mae:4466.13770 validation_1-mae:6049.85889 [1085] validation_0-mae:4465.08789 validation_1-mae:6049.55518 [1086] validation_0-mae:4464.01318 validation_1-mae:6049.89648 [1087] validation_0-mae:4462.83691 validation_1-mae:6049.47217 [1088] validation_0-mae:4461.16504 validation_1-mae:6049.41162 [1089] validation_0-mae:4458.81006 validation_1-mae:6050.11133 [1090] validation_0-mae:4457.21631 validation_1-mae:6049.86328 [1091] validation_0-mae:4456.44580 validation_1-mae:6049.87305 [1092] validation_0-mae:4455.37158 validation_1-mae:6049.27051 [1093] validation_0-mae:4454.43945 validation_1-mae:6048.99072 [1094] validation_0-mae:4453.03857 validation_1-mae:6048.24609 [1095] validation_0-mae:4452.43799 validation_1-mae:6048.44238 [1096] validation_0-mae:4451.24512 validation_1-mae:6048.46777 [1097] validation_0-mae:4451.05371 validation_1-mae:6048.42090 [1098] validation_0-mae:4450.14502 validation_1-mae:6048.54395 [1099] validation_0-mae:4449.26758 validation_1-mae:6048.75439 [1100] validation_0-mae:4448.78369 validation_1-mae:6048.78369 [1101] validation_0-mae:4447.98486 validation_1-mae:6048.89014 [1102] validation_0-mae:4446.84424 validation_1-mae:6048.68897 [1103] validation_0-mae:4445.83398 validation_1-mae:6048.52881 [1104] validation_0-mae:4445.44971 validation_1-mae:6048.66016 [1105] validation_0-mae:4444.29102 validation_1-mae:6048.64600 [1106] validation_0-mae:4442.71191 validation_1-mae:6048.07031 [1107] validation_0-mae:4441.53760 validation_1-mae:6047.55225 [1108] validation_0-mae:4440.40869 validation_1-mae:6047.63232 [1109] validation_0-mae:4439.56397 validation_1-mae:6047.81055 [1110] validation_0-mae:4438.63770 validation_1-mae:6047.49414 [1111] validation_0-mae:4437.97217 validation_1-mae:6047.16797 [1112] validation_0-mae:4436.87549 validation_1-mae:6047.38867 [1113] validation_0-mae:4436.03027 validation_1-mae:6047.48877 [1114] validation_0-mae:4435.55811 validation_1-mae:6047.22510 [1115] validation_0-mae:4434.93213 validation_1-mae:6047.19873 [1116] validation_0-mae:4434.78272 validation_1-mae:6047.42041 [1117] validation_0-mae:4434.18359 validation_1-mae:6047.20898 [1118] validation_0-mae:4433.39160 validation_1-mae:6047.58008 [1119] validation_0-mae:4432.68603 validation_1-mae:6047.41406 [1120] validation_0-mae:4432.30176 validation_1-mae:6047.82275 [1121] validation_0-mae:4431.25391 validation_1-mae:6047.76758 [1122] validation_0-mae:4430.41113 validation_1-mae:6046.97412 [1123] validation_0-mae:4429.79688 validation_1-mae:6046.81152 [1124] validation_0-mae:4429.13721 validation_1-mae:6047.05664 [1125] validation_0-mae:4427.66553 validation_1-mae:6046.89014 [1126] validation_0-mae:4427.10693 validation_1-mae:6046.23779 [1127] validation_0-mae:4426.23145 validation_1-mae:6046.21582 [1128] validation_0-mae:4425.16211 validation_1-mae:6046.30664 [1129] validation_0-mae:4423.89941 validation_1-mae:6045.88867 [1130] validation_0-mae:4423.16846 validation_1-mae:6045.73389 [1131] validation_0-mae:4423.14209 validation_1-mae:6045.76807 [1132] validation_0-mae:4422.24365 validation_1-mae:6045.68457 [1133] validation_0-mae:4421.37061 validation_1-mae:6045.62549 [1134] validation_0-mae:4419.95459 validation_1-mae:6045.74658 [1135] validation_0-mae:4418.97852 validation_1-mae:6045.68555 [1136] validation_0-mae:4417.81397 validation_1-mae:6045.84277 [1137] validation_0-mae:4416.59082 validation_1-mae:6045.63379 [1138] validation_0-mae:4415.31348 validation_1-mae:6045.62305 [1139] validation_0-mae:4414.83594 validation_1-mae:6045.74658 [1140] validation_0-mae:4413.68408 validation_1-mae:6046.04883 [1141] validation_0-mae:4413.05615 validation_1-mae:6046.10986 [1142] validation_0-mae:4411.19922 validation_1-mae:6046.36084 [1143] validation_0-mae:4410.59277 validation_1-mae:6046.53272 [1144] validation_0-mae:4409.87109 validation_1-mae:6046.65088 [1145] validation_0-mae:4408.66113 validation_1-mae:6046.60498 [1146] validation_0-mae:4407.40234 validation_1-mae:6046.56397 [1147] validation_0-mae:4406.60986 validation_1-mae:6046.46582 [1148] validation_0-mae:4405.88135 validation_1-mae:6046.20215 [1149] validation_0-mae:4404.31152 validation_1-mae:6046.04053 [1150] validation_0-mae:4403.16309 validation_1-mae:6045.80322 [1151] validation_0-mae:4402.75098 validation_1-mae:6045.69189 [1152] validation_0-mae:4402.48975 validation_1-mae:6045.50000 [1153] validation_0-mae:4402.32129 validation_1-mae:6045.48975 [1154] validation_0-mae:4402.09814 validation_1-mae:6045.73145 [1155] validation_0-mae:4401.62402 validation_1-mae:6045.89404 [1156] validation_0-mae:4400.66895 validation_1-mae:6045.50244 [1157] validation_0-mae:4399.88965 validation_1-mae:6045.47998 [1158] validation_0-mae:4398.20557 validation_1-mae:6045.72656 [1159] validation_0-mae:4397.46680 validation_1-mae:6045.63184 [1160] validation_0-mae:4396.24170 validation_1-mae:6045.84717 [1161] validation_0-mae:4395.28760 validation_1-mae:6045.56836 [1162] validation_0-mae:4393.98047 validation_1-mae:6045.53223 [1163] validation_0-mae:4392.45215 validation_1-mae:6045.10693 [1164] validation_0-mae:4391.48096 validation_1-mae:6045.06397 [1165] validation_0-mae:4390.10352 validation_1-mae:6044.79199 [1166] validation_0-mae:4389.01074 validation_1-mae:6044.30713 [1167] validation_0-mae:4387.69434 validation_1-mae:6044.29980 [1168] validation_0-mae:4386.69824 validation_1-mae:6044.17725 [1169] validation_0-mae:4385.15527 validation_1-mae:6043.89160 [1170] validation_0-mae:4384.03174 validation_1-mae:6043.00439 [1171] validation_0-mae:4382.69189 validation_1-mae:6043.17188 [1172] validation_0-mae:4381.64014 validation_1-mae:6043.10254 [1173] validation_0-mae:4380.63672 validation_1-mae:6043.33984 [1174] validation_0-mae:4379.53906 validation_1-mae:6043.75342 [1175] validation_0-mae:4378.12500 validation_1-mae:6043.35840 [1176] validation_0-mae:4377.18066 validation_1-mae:6043.47266 [1177] validation_0-mae:4376.20361 validation_1-mae:6043.73340 [1178] validation_0-mae:4375.07080 validation_1-mae:6043.31494 [1179] validation_0-mae:4373.60498 validation_1-mae:6043.34326 [1180] validation_0-mae:4371.63818 validation_1-mae:6043.25635 [1181] validation_0-mae:4370.12012 validation_1-mae:6043.05322 [1182] validation_0-mae:4368.59619 validation_1-mae:6042.16309 [1183] validation_0-mae:4367.67432 validation_1-mae:6041.34277 [1184] validation_0-mae:4366.63184 validation_1-mae:6041.62647 [1185] validation_0-mae:4365.23145 validation_1-mae:6041.29590 [1186] validation_0-mae:4364.30225 validation_1-mae:6041.31201 [1187] validation_0-mae:4362.88428 validation_1-mae:6041.20898 [1188] validation_0-mae:4361.38135 validation_1-mae:6041.99316 [1189] validation_0-mae:4360.39648 validation_1-mae:6042.37256 [1190] validation_0-mae:4359.68897 validation_1-mae:6042.70361 [1191] validation_0-mae:4359.00635 validation_1-mae:6042.52783 [1192] validation_0-mae:4357.99219 validation_1-mae:6042.51074 [1193] validation_0-mae:4357.26123 validation_1-mae:6042.95459 [1194] validation_0-mae:4355.87744 validation_1-mae:6042.34912 [1195] validation_0-mae:4354.87939 validation_1-mae:6041.94287 [1196] validation_0-mae:4354.02539 validation_1-mae:6041.78467 [1197] validation_0-mae:4353.21582 validation_1-mae:6041.82422 [1198] validation_0-mae:4352.54150 validation_1-mae:6042.19922 [1199] validation_0-mae:4351.53955 validation_1-mae:6041.79834 [1200] validation_0-mae:4350.85791 validation_1-mae:6041.48486 [1201] validation_0-mae:4350.14160 validation_1-mae:6041.65381 [1202] validation_0-mae:4349.05908 validation_1-mae:6041.83838 [1203] validation_0-mae:4347.78955 validation_1-mae:6041.40820 [1204] validation_0-mae:4346.16846 validation_1-mae:6041.28076 [1205] validation_0-mae:4344.46143 validation_1-mae:6041.01562 [1206] validation_0-mae:4343.93262 validation_1-mae:6040.74512 [1207] validation_0-mae:4342.74658 validation_1-mae:6040.84131 [1208] validation_0-mae:4341.06738 validation_1-mae:6040.50586 [1209] validation_0-mae:4340.55615 validation_1-mae:6040.53125 [1210] validation_0-mae:4339.19971 validation_1-mae:6041.13574 [1211] validation_0-mae:4338.21777 validation_1-mae:6041.01270 [1212] validation_0-mae:4337.19775 validation_1-mae:6040.84668 [1213] validation_0-mae:4335.37402 validation_1-mae:6039.76270 [1214] validation_0-mae:4334.42383 validation_1-mae:6039.54443 [1215] validation_0-mae:4333.61523 validation_1-mae:6039.37158 [1216] validation_0-mae:4332.80078 validation_1-mae:6039.46582 [1217] validation_0-mae:4331.56494 validation_1-mae:6040.28174 [1218] validation_0-mae:4329.98242 validation_1-mae:6040.13574 [1219] validation_0-mae:4328.61523 validation_1-mae:6040.02002 [1220] validation_0-mae:4327.95801 validation_1-mae:6039.92432 [1221] validation_0-mae:4326.83838 validation_1-mae:6039.75147 [1222] validation_0-mae:4326.33447 validation_1-mae:6039.12695 [1223] validation_0-mae:4325.22461 validation_1-mae:6038.98584 [1224] validation_0-mae:4324.33740 validation_1-mae:6038.73584 [1225] validation_0-mae:4323.61865 validation_1-mae:6038.49707 [1226] validation_0-mae:4322.63086 validation_1-mae:6038.68164 [1227] validation_0-mae:4321.61230 validation_1-mae:6038.38477 [1228] validation_0-mae:4320.82178 validation_1-mae:6038.39014 [1229] validation_0-mae:4320.26904 validation_1-mae:6038.15723 [1230] validation_0-mae:4320.13770 validation_1-mae:6038.22656 [1231] validation_0-mae:4319.91260 validation_1-mae:6038.28857 [1232] validation_0-mae:4319.85156 validation_1-mae:6038.29004 [1233] validation_0-mae:4319.70068 validation_1-mae:6038.34717 [1234] validation_0-mae:4318.28223 validation_1-mae:6037.68311 [1235] validation_0-mae:4317.39209 validation_1-mae:6037.76807 [1236] validation_0-mae:4316.43115 validation_1-mae:6037.41113 [1237] validation_0-mae:4315.07568 validation_1-mae:6036.89209 [1238] validation_0-mae:4314.36523 validation_1-mae:6037.32812 [1239] validation_0-mae:4313.89551 validation_1-mae:6037.18750 [1240] validation_0-mae:4312.64502 validation_1-mae:6037.22314 [1241] validation_0-mae:4310.95459 validation_1-mae:6037.25781 [1242] validation_0-mae:4310.46387 validation_1-mae:6037.25684 [1243] validation_0-mae:4309.76611 validation_1-mae:6037.68311 [1244] validation_0-mae:4309.34668 validation_1-mae:6037.76416 [1245] validation_0-mae:4308.69287 validation_1-mae:6037.74805 [1246] validation_0-mae:4307.95068 validation_1-mae:6038.16943 [1247] validation_0-mae:4307.24512 validation_1-mae:6038.32031 [1248] validation_0-mae:4306.30371 validation_1-mae:6038.13965 [1249] validation_0-mae:4305.77686 validation_1-mae:6037.99365 [1250] validation_0-mae:4304.94580 validation_1-mae:6038.09473 [1251] validation_0-mae:4303.87793 validation_1-mae:6037.58789 [1252] validation_0-mae:4303.42480 validation_1-mae:6037.52637 [1253] validation_0-mae:4302.46631 validation_1-mae:6037.25684 [1254] validation_0-mae:4301.81006 validation_1-mae:6037.48438 [1255] validation_0-mae:4301.36621 validation_1-mae:6037.37891 [1256] validation_0-mae:4299.96826 validation_1-mae:6037.80518 [1257] validation_0-mae:4299.40772 validation_1-mae:6037.60547 [1258] validation_0-mae:4298.24316 validation_1-mae:6037.59619 [1259] validation_0-mae:4296.36377 validation_1-mae:6037.06641 [1260] validation_0-mae:4295.14893 validation_1-mae:6036.63037 [1261] validation_0-mae:4294.00098 validation_1-mae:6035.99805 [1262] validation_0-mae:4292.68018 validation_1-mae:6036.00244 [1263] validation_0-mae:4291.82422 validation_1-mae:6035.78223 [1264] validation_0-mae:4291.01611 validation_1-mae:6035.38916 [1265] validation_0-mae:4290.33740 validation_1-mae:6035.59570 [1266] validation_0-mae:4289.23877 validation_1-mae:6035.05225 [1267] validation_0-mae:4288.40869 validation_1-mae:6034.87061 [1268] validation_0-mae:4287.52148 validation_1-mae:6034.60889 [1269] validation_0-mae:4286.98145 validation_1-mae:6034.65527 [1270] validation_0-mae:4286.43945 validation_1-mae:6034.64404 [1271] validation_0-mae:4286.41553 validation_1-mae:6034.67334 [1272] validation_0-mae:4285.69092 validation_1-mae:6034.45850 [1273] validation_0-mae:4285.08545 validation_1-mae:6034.70166 [1274] validation_0-mae:4284.18701 validation_1-mae:6034.36133 [1275] validation_0-mae:4283.28809 validation_1-mae:6034.97803 [1276] validation_0-mae:4281.48486 validation_1-mae:6034.35498 [1277] validation_0-mae:4280.50879 validation_1-mae:6034.34863 [1278] validation_0-mae:4279.81348 validation_1-mae:6034.30420 [1279] validation_0-mae:4279.06494 validation_1-mae:6034.58350 [1280] validation_0-mae:4278.28418 validation_1-mae:6034.93213 [1281] validation_0-mae:4277.23145 validation_1-mae:6035.30273 [1282] validation_0-mae:4276.06152 validation_1-mae:6035.72852 [1283] validation_0-mae:4275.08447 validation_1-mae:6035.69727 [1284] validation_0-mae:4273.85107 validation_1-mae:6035.39697 [1285] validation_0-mae:4272.71582 validation_1-mae:6035.66602 [1286] validation_0-mae:4271.54102 validation_1-mae:6035.43213 [1287] validation_0-mae:4270.57080 validation_1-mae:6035.45850 [1288] validation_0-mae:4269.31397 validation_1-mae:6035.56982 [1289] validation_0-mae:4268.76123 validation_1-mae:6035.48828 [1290] validation_0-mae:4267.74853 validation_1-mae:6035.58398 [1291] validation_0-mae:4266.75244 validation_1-mae:6035.24268 [1292] validation_0-mae:4266.23828 validation_1-mae:6035.38623 [1293] validation_0-mae:4265.21338 validation_1-mae:6035.12939 [1294] validation_0-mae:4263.74658 validation_1-mae:6035.14160 [1295] validation_0-mae:4262.87402 validation_1-mae:6035.32959 [1296] validation_0-mae:4261.00684 validation_1-mae:6034.84033 [1297] validation_0-mae:4259.34375 validation_1-mae:6034.36475 [1298] validation_0-mae:4258.69727 validation_1-mae:6034.45947 [1299] validation_0-mae:4257.84033 validation_1-mae:6034.97168 [1300] validation_0-mae:4256.44775 validation_1-mae:6034.57227 [1301] validation_0-mae:4255.78906 validation_1-mae:6034.89697 [1302] validation_0-mae:4254.12500 validation_1-mae:6034.72998 [1303] validation_0-mae:4253.44922 validation_1-mae:6035.02930 [1304] validation_0-mae:4251.94287 validation_1-mae:6034.77588 [1305] validation_0-mae:4250.79785 validation_1-mae:6034.94580 [1306] validation_0-mae:4250.08496 validation_1-mae:6034.67334 [1307] validation_0-mae:4248.76855 validation_1-mae:6034.67090 [1308] validation_0-mae:4247.17871 validation_1-mae:6034.54688 [1309] validation_0-mae:4246.45898 validation_1-mae:6034.21240 [1310] validation_0-mae:4246.08545 validation_1-mae:6034.18359 [1311] validation_0-mae:4244.76416 validation_1-mae:6034.24805 [1312] validation_0-mae:4243.75879 validation_1-mae:6034.36963 [1313] validation_0-mae:4242.95703 validation_1-mae:6034.48535 [1314] validation_0-mae:4242.19336 validation_1-mae:6034.23389 [1315] validation_0-mae:4241.00342 validation_1-mae:6033.88086 [1316] validation_0-mae:4239.94092 validation_1-mae:6033.16406 [1317] validation_0-mae:4238.81641 validation_1-mae:6033.38330 [1318] validation_0-mae:4237.88965 validation_1-mae:6033.20264 [1319] validation_0-mae:4237.35059 validation_1-mae:6033.05908 [1320] validation_0-mae:4236.69580 validation_1-mae:6033.40381 [1321] validation_0-mae:4234.90088 validation_1-mae:6032.40137 [1322] validation_0-mae:4234.41260 validation_1-mae:6032.51514 [1323] validation_0-mae:4233.83154 validation_1-mae:6032.92822 [1324] validation_0-mae:4233.27197 validation_1-mae:6033.00635 [1325] validation_0-mae:4232.27393 validation_1-mae:6033.10205 [1326] validation_0-mae:4231.69092 validation_1-mae:6033.37793 [1327] validation_0-mae:4230.79248 validation_1-mae:6033.44922 [1328] validation_0-mae:4229.95947 validation_1-mae:6033.17188 [1329] validation_0-mae:4229.13330 validation_1-mae:6032.95801 [1330] validation_0-mae:4228.51465 validation_1-mae:6033.03272 [1331] validation_0-mae:4227.93848 validation_1-mae:6033.43213 [1332] validation_0-mae:4227.07764 validation_1-mae:6033.16455 [1333] validation_0-mae:4225.86133 validation_1-mae:6033.80713 [1334] validation_0-mae:4225.33984 validation_1-mae:6033.95166 [1335] validation_0-mae:4224.57715 validation_1-mae:6034.35791 [1336] validation_0-mae:4223.85791 validation_1-mae:6034.28125 [1337] validation_0-mae:4223.42480 validation_1-mae:6034.61328 [1338] validation_0-mae:4222.75732 validation_1-mae:6035.00684 [1339] validation_0-mae:4222.09863 validation_1-mae:6035.06494 [1340] validation_0-mae:4220.80811 validation_1-mae:6035.58057 [1341] validation_0-mae:4219.88916 validation_1-mae:6035.87451 [1342] validation_0-mae:4218.56397 validation_1-mae:6035.17871 [1343] validation_0-mae:4217.28906 validation_1-mae:6034.82520 [1344] validation_0-mae:4216.16992 validation_1-mae:6034.65576 [1345] validation_0-mae:4215.66211 validation_1-mae:6034.89648 [1346] validation_0-mae:4215.09619 validation_1-mae:6034.98828 [1347] validation_0-mae:4213.95508 validation_1-mae:6035.59619 [1348] validation_0-mae:4212.38330 validation_1-mae:6035.31543 [1349] validation_0-mae:4211.65527 validation_1-mae:6035.51709 [1350] validation_0-mae:4210.17676 validation_1-mae:6035.44141 [1351] validation_0-mae:4209.44873 validation_1-mae:6035.36377 [1352] validation_0-mae:4208.64307 validation_1-mae:6035.22314 [1353] validation_0-mae:4208.36963 validation_1-mae:6035.44141 [1354] validation_0-mae:4208.27002 validation_1-mae:6035.47998 [1355] validation_0-mae:4207.08154 validation_1-mae:6035.25781 [1356] validation_0-mae:4205.98291 validation_1-mae:6035.08887 [1357] validation_0-mae:4205.24902 validation_1-mae:6035.37939 [1358] validation_0-mae:4204.70801 validation_1-mae:6035.21484 [1359] validation_0-mae:4203.52734 validation_1-mae:6034.83789 [1360] validation_0-mae:4203.00586 validation_1-mae:6034.68945 [1361] validation_0-mae:4201.57471 validation_1-mae:6035.12939 [1362] validation_0-mae:4200.93897 validation_1-mae:6034.82422 [1363] validation_0-mae:4200.10449 validation_1-mae:6034.83496 [1364] validation_0-mae:4199.15967 validation_1-mae:6034.89209 [1365] validation_0-mae:4198.83301 validation_1-mae:6035.07666 [1366] validation_0-mae:4198.57471 validation_1-mae:6035.14062 [1367] validation_0-mae:4198.39111 validation_1-mae:6035.36523 [1368] validation_0-mae:4198.27100 validation_1-mae:6035.55322 [1369] validation_0-mae:4197.77393 validation_1-mae:6035.66650 [1370] validation_0-mae:4197.42285 validation_1-mae:6035.66797 [1371] validation_0-mae:4196.52148 validation_1-mae:6035.73779 [1372] validation_0-mae:4196.44141 validation_1-mae:6035.72412 [1373] validation_0-mae:4196.38916 validation_1-mae:6035.75586 [1374] validation_0-mae:4195.71338 validation_1-mae:6036.02637 [1375] validation_0-mae:4194.71143 validation_1-mae:6035.68311 [1376] validation_0-mae:4194.14355 validation_1-mae:6035.87451 [1377] validation_0-mae:4193.11816 validation_1-mae:6036.46777 [1378] validation_0-mae:4191.60449 validation_1-mae:6035.79590 [1379] validation_0-mae:4190.73389 validation_1-mae:6035.44824 [1380] validation_0-mae:4190.08594 validation_1-mae:6035.43799 [1381] validation_0-mae:4189.54785 validation_1-mae:6035.43115 [1382] validation_0-mae:4189.01904 validation_1-mae:6035.02100 [1383] validation_0-mae:4188.23877 validation_1-mae:6034.75195 [1384] validation_0-mae:4187.70020 validation_1-mae:6034.49658 [1385] validation_0-mae:4186.87012 validation_1-mae:6034.73193 [1386] validation_0-mae:4186.00342 validation_1-mae:6035.08398 [1387] validation_0-mae:4185.63525 validation_1-mae:6035.30908 [1388] validation_0-mae:4185.05469 validation_1-mae:6035.15332 [1389] validation_0-mae:4184.68994 validation_1-mae:6035.61377 [1390] validation_0-mae:4183.87647 validation_1-mae:6035.48242 [1391] validation_0-mae:4183.83350 validation_1-mae:6035.49707 [1392] validation_0-mae:4183.42139 validation_1-mae:6035.42920 [1393] validation_0-mae:4182.02246 validation_1-mae:6035.27637 [1394] validation_0-mae:4180.58301 validation_1-mae:6035.68018 [1395] validation_0-mae:4179.49316 validation_1-mae:6035.99902 [1396] validation_0-mae:4178.13574 validation_1-mae:6035.88916 [1397] validation_0-mae:4177.14502 validation_1-mae:6036.04834 [1398] validation_0-mae:4175.84522 validation_1-mae:6036.33887 [1399] validation_0-mae:4175.15088 validation_1-mae:6036.18457 [1400] validation_0-mae:4174.38770 validation_1-mae:6035.82861 [1401] validation_0-mae:4173.35303 validation_1-mae:6035.51904 [1402] validation_0-mae:4172.13525 validation_1-mae:6035.13672 [1403] validation_0-mae:4171.40527 validation_1-mae:6034.99072 [1404] validation_0-mae:4170.48584 validation_1-mae:6035.04834 [1405] validation_0-mae:4169.70898 validation_1-mae:6035.22900 [1406] validation_0-mae:4168.97510 validation_1-mae:6035.26416 [1407] validation_0-mae:4168.92139 validation_1-mae:6035.25928 [1408] validation_0-mae:4168.84180 validation_1-mae:6035.24023 [1409] validation_0-mae:4167.77930 validation_1-mae:6035.01562 [1410] validation_0-mae:4167.28516 validation_1-mae:6035.20312 [1411] validation_0-mae:4166.51416 validation_1-mae:6034.86670 [1412] validation_0-mae:4166.14453 validation_1-mae:6034.81055 [1413] validation_0-mae:4165.03418 validation_1-mae:6034.99072 [1414] validation_0-mae:4163.64111 validation_1-mae:6034.68750 [1415] validation_0-mae:4162.85889 validation_1-mae:6035.04395 [1416] validation_0-mae:4162.13623 validation_1-mae:6034.80713 [1417] validation_0-mae:4161.25635 validation_1-mae:6035.11719 [1418] validation_0-mae:4159.62353 validation_1-mae:6035.31299 [1419] validation_0-mae:4158.57812 validation_1-mae:6034.88672 [1420] validation_0-mae:4157.93555 validation_1-mae:6035.18750 [1421] validation_0-mae:4157.23779 validation_1-mae:6035.19775 [1422] validation_0-mae:4156.58643 validation_1-mae:6035.23926 [1423] validation_0-mae:4155.49365 validation_1-mae:6035.05811 [1424] validation_0-mae:4154.66748 validation_1-mae:6035.59180 [1425] validation_0-mae:4154.01025 validation_1-mae:6036.02295 [1426] validation_0-mae:4152.38525 validation_1-mae:6036.62207 [1427] validation_0-mae:4151.19189 validation_1-mae:6036.33789 [1428] validation_0-mae:4150.09326 validation_1-mae:6035.83594 [1429] validation_0-mae:4148.42236 validation_1-mae:6036.55957 [1430] validation_0-mae:4147.38184 validation_1-mae:6035.91406 [1431] validation_0-mae:4145.93506 validation_1-mae:6036.29199 [1432] validation_0-mae:4144.96680 validation_1-mae:6036.25195 [1433] validation_0-mae:4143.38721 validation_1-mae:6036.04297 [1434] validation_0-mae:4142.43848 validation_1-mae:6036.58984 [1435] validation_0-mae:4141.40283 validation_1-mae:6036.44580 [1436] validation_0-mae:4140.36523 validation_1-mae:6036.69873 [1437] validation_0-mae:4140.12353 validation_1-mae:6036.63037 [1438] validation_0-mae:4140.05664 validation_1-mae:6036.68555 [1439] validation_0-mae:4138.95605 validation_1-mae:6037.04346 [1440] validation_0-mae:4138.12061 validation_1-mae:6037.08398 [1441] validation_0-mae:4137.40137 validation_1-mae:6037.14648 [1442] validation_0-mae:4136.34375 validation_1-mae:6036.94141 [1443] validation_0-mae:4135.86865 validation_1-mae:6036.73242 [1444] validation_0-mae:4134.39355 validation_1-mae:6037.03467 [1445] validation_0-mae:4133.68018 validation_1-mae:6037.07373 [1446] validation_0-mae:4131.55029 validation_1-mae:6036.93408 [1447] validation_0-mae:4130.55957 validation_1-mae:6037.05176 [1448] validation_0-mae:4129.61572 validation_1-mae:6037.24219 [1449] validation_0-mae:4128.61377 validation_1-mae:6037.59814 [1450] validation_0-mae:4128.09082 validation_1-mae:6037.73340 [1451] validation_0-mae:4127.46143 validation_1-mae:6037.64160 [1452] validation_0-mae:4127.12549 validation_1-mae:6037.69629 [1453] validation_0-mae:4126.36377 validation_1-mae:6037.93701 [1454] validation_0-mae:4125.69434 validation_1-mae:6037.68359 [1455] validation_0-mae:4125.09033 validation_1-mae:6038.01562 [1456] validation_0-mae:4123.99219 validation_1-mae:6037.66895 [1457] validation_0-mae:4123.03906 validation_1-mae:6037.75342 [1458] validation_0-mae:4121.97266 validation_1-mae:6037.59863 [1459] validation_0-mae:4120.80176 validation_1-mae:6038.45312 [1460] validation_0-mae:4120.24805 validation_1-mae:6038.05566 [1461] validation_0-mae:4119.56201 validation_1-mae:6038.34570 [1462] validation_0-mae:4118.93848 validation_1-mae:6038.77441 [1463] validation_0-mae:4117.86816 validation_1-mae:6038.92578 [1464] validation_0-mae:4117.53662 validation_1-mae:6039.05908 [1465] validation_0-mae:4116.28272 validation_1-mae:6038.39844 [1466] validation_0-mae:4115.45166 validation_1-mae:6038.48291 [1467] validation_0-mae:4114.71728 validation_1-mae:6038.41064 [1468] validation_0-mae:4114.11230 validation_1-mae:6038.70654 [1469] validation_0-mae:4113.60791 validation_1-mae:6038.42480 [1470] validation_0-mae:4112.48584 validation_1-mae:6038.00732 [1471] validation_0-mae:4111.82129 validation_1-mae:6038.07227 [1472] validation_0-mae:4109.95361 validation_1-mae:6038.33105 [1473] validation_0-mae:4108.39941 validation_1-mae:6038.65918 [1474] validation_0-mae:4107.04688 validation_1-mae:6038.48633 [1475] validation_0-mae:4105.55371 validation_1-mae:6038.68262 [1476] validation_0-mae:4104.60791 validation_1-mae:6038.66748 [1477] validation_0-mae:4103.91895 validation_1-mae:6038.61035 [1478] validation_0-mae:4102.42920 validation_1-mae:6038.79053 [1479] validation_0-mae:4101.04590 validation_1-mae:6038.85742 [1480] validation_0-mae:4099.88525 validation_1-mae:6039.23242 [1481] validation_0-mae:4098.78369 validation_1-mae:6039.18750 [1482] validation_0-mae:4097.45312 validation_1-mae:6039.04639 [1483] validation_0-mae:4096.33838 validation_1-mae:6039.01318 [1484] validation_0-mae:4095.40112 validation_1-mae:6039.54395 [1485] validation_0-mae:4094.45312 validation_1-mae:6039.37402 [1486] validation_0-mae:4093.56934 validation_1-mae:6039.47803 [1487] validation_0-mae:4092.84448 validation_1-mae:6039.20215 [1488] validation_0-mae:4091.93726 validation_1-mae:6039.09863 [1489] validation_0-mae:4090.77588 validation_1-mae:6039.42334 [1490] validation_0-mae:4090.07105 validation_1-mae:6039.62988 [1491] validation_0-mae:4088.86597 validation_1-mae:6040.17822 [1492] validation_0-mae:4087.70435 validation_1-mae:6040.58252 [1493] validation_0-mae:4087.30420 validation_1-mae:6040.57959 [1494] validation_0-mae:4086.57983 validation_1-mae:6040.09424 [1495] validation_0-mae:4085.23926 validation_1-mae:6040.18897 [1496] validation_0-mae:4083.47168 validation_1-mae:6039.73779 [1497] validation_0-mae:4082.42578 validation_1-mae:6039.73389 [1498] validation_0-mae:4081.39697 validation_1-mae:6040.05762 [1499] validation_0-mae:4080.17188 validation_1-mae:6040.00781 [1500] validation_0-mae:4078.62085 validation_1-mae:6039.98242 [1501] validation_0-mae:4077.42993 validation_1-mae:6040.10400 [1502] validation_0-mae:4076.38159 validation_1-mae:6040.42188 [1503] validation_0-mae:4075.10083 validation_1-mae:6039.82129 [1504] validation_0-mae:4073.44385 validation_1-mae:6039.88916 [1505] validation_0-mae:4072.24390 validation_1-mae:6039.57031 [1506] validation_0-mae:4071.13501 validation_1-mae:6039.62402 [1507] validation_0-mae:4070.06274 validation_1-mae:6040.15820 [1508] validation_0-mae:4068.77002 validation_1-mae:6039.76270 [1509] validation_0-mae:4067.76343 validation_1-mae:6039.74072 [1510] validation_0-mae:4066.70068 validation_1-mae:6039.34912 [1511] validation_0-mae:4065.34766 validation_1-mae:6039.82227 [1512] validation_0-mae:4064.55078 validation_1-mae:6039.88721 [1513] validation_0-mae:4063.21704 validation_1-mae:6039.97119 [1514] validation_0-mae:4062.21338 validation_1-mae:6040.44824 [1515] validation_0-mae:4061.56934 validation_1-mae:6040.48730 [1516] validation_0-mae:4060.83520 validation_1-mae:6040.48193 [1517] validation_0-mae:4059.77783 validation_1-mae:6040.41504 [1518] validation_0-mae:4058.73584 validation_1-mae:6040.63770 [1519] validation_0-mae:4057.87451 validation_1-mae:6041.08887 [1520] validation_0-mae:4057.22241 validation_1-mae:6041.24268 [1521] validation_0-mae:4056.86157 validation_1-mae:6041.40088 [1522] validation_0-mae:4055.32471 validation_1-mae:6040.98975 [1523] validation_0-mae:4054.32422 validation_1-mae:6040.91895 [1524] validation_0-mae:4053.55103 validation_1-mae:6040.83301 [1525] validation_0-mae:4053.39575 validation_1-mae:6040.92139 [1526] validation_0-mae:4052.29639 validation_1-mae:6040.74805 [1527] validation_0-mae:4051.90552 validation_1-mae:6040.71728 [1528] validation_0-mae:4051.39551 validation_1-mae:6040.71436 [1529] validation_0-mae:4050.53271 validation_1-mae:6040.76221 [1530] validation_0-mae:4050.05322 validation_1-mae:6040.54248 [1531] validation_0-mae:4049.39404 validation_1-mae:6040.70947 [1532] validation_0-mae:4049.21362 validation_1-mae:6040.82959 [1533] validation_0-mae:4048.95801 validation_1-mae:6040.73340 [1534] validation_0-mae:4048.30103 validation_1-mae:6040.70947 [1535] validation_0-mae:4047.00684 validation_1-mae:6040.70068 [1536] validation_0-mae:4046.13281 validation_1-mae:6040.65137 [1537] validation_0-mae:4044.99097 validation_1-mae:6040.14355 [1538] validation_0-mae:4043.97290 validation_1-mae:6040.18066 [1539] validation_0-mae:4043.20508 validation_1-mae:6040.11328 [1540] validation_0-mae:4041.81323 validation_1-mae:6040.35547 [1541] validation_0-mae:4040.72217 validation_1-mae:6040.69678 [1542] validation_0-mae:4039.01514 validation_1-mae:6040.65869 [1543] validation_0-mae:4037.75903 validation_1-mae:6040.75830 [1544] validation_0-mae:4036.75195 validation_1-mae:6040.55908 [1545] validation_0-mae:4035.91894 validation_1-mae:6040.55371 [1546] validation_0-mae:4035.55200 validation_1-mae:6040.71631 [1547] validation_0-mae:4035.11060 validation_1-mae:6040.78809 [1548] validation_0-mae:4034.77856 validation_1-mae:6040.72461 [1549] validation_0-mae:4034.45117 validation_1-mae:6040.80273 [1550] validation_0-mae:4032.92505 validation_1-mae:6040.47119 [1551] validation_0-mae:4031.01538 validation_1-mae:6039.31055 [1552] validation_0-mae:4030.39404 validation_1-mae:6039.07520 [1553] validation_0-mae:4029.79272 validation_1-mae:6039.52734 [1554] validation_0-mae:4028.58984 validation_1-mae:6039.38037 [1555] validation_0-mae:4027.96313 validation_1-mae:6039.47900 [1556] validation_0-mae:4027.01660 validation_1-mae:6039.68262 [1557] validation_0-mae:4026.89160 validation_1-mae:6039.61621 [1558] validation_0-mae:4026.71899 validation_1-mae:6039.73633 [1559] validation_0-mae:4026.67871 validation_1-mae:6039.75830 [1560] validation_0-mae:4026.05859 validation_1-mae:6039.39258 [1561] validation_0-mae:4024.84277 validation_1-mae:6039.63525 [1562] validation_0-mae:4023.79907 validation_1-mae:6039.31738 [1563] validation_0-mae:4022.77881 validation_1-mae:6039.16797 [1564] validation_0-mae:4021.60327 validation_1-mae:6039.24023 [1565] validation_0-mae:4021.03076 validation_1-mae:6039.29443 [1566] validation_0-mae:4020.80347 validation_1-mae:6039.37549 [1567] validation_0-mae:4019.56445 validation_1-mae:6039.39844 [1568] validation_0-mae:4017.68604 validation_1-mae:6039.42725 [1569] validation_0-mae:4016.75830 validation_1-mae:6039.56934 [1570] validation_0-mae:4015.48633 validation_1-mae:6039.25391 [1571] validation_0-mae:4014.55884 validation_1-mae:6038.68945 [1572] validation_0-mae:4012.98828 validation_1-mae:6038.43945 [1573] validation_0-mae:4011.47998 validation_1-mae:6038.77100 [1574] validation_0-mae:4010.76147 validation_1-mae:6038.55273 [1575] validation_0-mae:4009.73560 validation_1-mae:6038.55811 [1576] validation_0-mae:4008.87451 validation_1-mae:6038.76904 [1577] validation_0-mae:4008.45361 validation_1-mae:6038.87451 [1578] validation_0-mae:4007.91113 validation_1-mae:6038.86963 [1579] validation_0-mae:4007.29663 validation_1-mae:6039.04004 [1580] validation_0-mae:4006.60083 validation_1-mae:6038.63965 [1581] validation_0-mae:4005.96240 validation_1-mae:6038.92432 [1582] validation_0-mae:4005.24194 validation_1-mae:6038.86230 [1583] validation_0-mae:4004.09302 validation_1-mae:6039.44629 [1584] validation_0-mae:4002.96655 validation_1-mae:6039.42578 [1585] validation_0-mae:4002.61987 validation_1-mae:6039.56103 [1586] validation_0-mae:4001.31592 validation_1-mae:6040.03174 [1587] validation_0-mae:4000.42773 validation_1-mae:6040.11182 [1588] validation_0-mae:3999.50269 validation_1-mae:6040.25098 [1589] validation_0-mae:3998.55640 validation_1-mae:6040.34473 [1590] validation_0-mae:3997.60864 validation_1-mae:6040.40967 [1591] validation_0-mae:3996.46313 validation_1-mae:6039.82520 [1592] validation_0-mae:3996.11670 validation_1-mae:6040.24268 [1593] validation_0-mae:3995.53296 validation_1-mae:6040.28760 [1594] validation_0-mae:3994.62646 validation_1-mae:6040.08643 [1595] validation_0-mae:3993.86768 validation_1-mae:6040.62793 [1596] validation_0-mae:3993.33960 validation_1-mae:6040.58301 [1597] validation_0-mae:3992.82935 validation_1-mae:6040.65478 [1598] validation_0-mae:3992.45752 validation_1-mae:6040.74072 [1599] validation_0-mae:3991.69019 validation_1-mae:6040.77978 [1600] validation_0-mae:3991.01465 validation_1-mae:6040.45605 [1601] validation_0-mae:3990.96045 validation_1-mae:6040.40332 [1602] validation_0-mae:3989.73120 validation_1-mae:6040.62695 [1603] validation_0-mae:3988.22314 validation_1-mae:6040.76318 [1604] validation_0-mae:3987.36670 validation_1-mae:6041.06152 [1605] validation_0-mae:3986.30884 validation_1-mae:6041.40332 [1606] validation_0-mae:3985.31543 validation_1-mae:6041.02002 [1607] validation_0-mae:3984.50049 validation_1-mae:6040.62549 [1608] validation_0-mae:3983.81567 validation_1-mae:6040.25147 [1609] validation_0-mae:3983.24561 validation_1-mae:6040.00781 [1610] validation_0-mae:3983.17065 validation_1-mae:6040.05762 [1611] validation_0-mae:3982.97192 validation_1-mae:6040.14893 [1612] validation_0-mae:3982.85254 validation_1-mae:6040.09619 [1613] validation_0-mae:3982.51099 validation_1-mae:6040.05029 [1614] validation_0-mae:3981.81030 validation_1-mae:6040.22754 [1615] validation_0-mae:3981.29858 validation_1-mae:6040.33740 [1616] validation_0-mae:3980.61231 validation_1-mae:6040.15625 [1617] validation_0-mae:3979.93311 validation_1-mae:6040.17334 [1618] validation_0-mae:3978.74927 validation_1-mae:6039.97119 [1619] validation_0-mae:3977.08301 validation_1-mae:6040.39502 [1620] validation_0-mae:3975.97266 validation_1-mae:6040.28662 [1621] validation_0-mae:3975.00171 validation_1-mae:6040.84082 [1622] validation_0-mae:3973.78394 validation_1-mae:6040.38184 [1623] validation_0-mae:3972.78638 validation_1-mae:6040.24365 [1624] validation_0-mae:3972.10620 validation_1-mae:6040.73291 [1625] validation_0-mae:3971.29004 validation_1-mae:6040.68799 [1626] validation_0-mae:3969.95483 validation_1-mae:6040.31006 [1627] validation_0-mae:3969.51929 validation_1-mae:6040.75342 [1628] validation_0-mae:3968.66016 validation_1-mae:6041.40527 [1629] validation_0-mae:3967.88818 validation_1-mae:6041.54688 [1630] validation_0-mae:3966.97900 validation_1-mae:6041.48193 [1631] validation_0-mae:3966.06592 validation_1-mae:6041.55908 [1632] validation_0-mae:3965.41113 validation_1-mae:6041.50781 [1633] validation_0-mae:3964.21289 validation_1-mae:6041.74561 [1634] validation_0-mae:3963.47412 validation_1-mae:6040.96484 [1635] validation_0-mae:3962.81348 validation_1-mae:6041.57373 [1636] validation_0-mae:3962.44141 validation_1-mae:6041.66211 [1637] validation_0-mae:3962.02075 validation_1-mae:6041.55469 [1638] validation_0-mae:3961.30347 validation_1-mae:6041.44287 [1639] validation_0-mae:3960.64600 validation_1-mae:6040.93359 [1640] validation_0-mae:3960.25928 validation_1-mae:6040.99023 [1641] validation_0-mae:3959.24097 validation_1-mae:6041.24951 [1642] validation_0-mae:3959.18457 validation_1-mae:6041.21338 [1643] validation_0-mae:3958.61572 validation_1-mae:6041.30615 [1644] validation_0-mae:3957.59375 validation_1-mae:6041.19727 [1645] validation_0-mae:3957.04688 validation_1-mae:6041.38721 [1646] validation_0-mae:3956.36938 validation_1-mae:6041.86963 [1647] validation_0-mae:3955.54443 validation_1-mae:6042.36182 [1648] validation_0-mae:3954.40845 validation_1-mae:6041.81494 [1649] validation_0-mae:3953.82349 validation_1-mae:6041.81543 [1650] validation_0-mae:3952.96899 validation_1-mae:6041.97998 [1651] validation_0-mae:3952.50220 validation_1-mae:6042.00586 [1652] validation_0-mae:3951.85962 validation_1-mae:6041.96143 [1653] validation_0-mae:3950.94238 validation_1-mae:6042.13037 [1654] validation_0-mae:3950.46436 validation_1-mae:6042.22754 [1655] validation_0-mae:3949.75586 validation_1-mae:6042.39014 [1656] validation_0-mae:3949.34106 validation_1-mae:6042.50732 [1657] validation_0-mae:3948.76538 validation_1-mae:6042.44678 [1658] validation_0-mae:3947.97461 validation_1-mae:6042.89941 [1659] validation_0-mae:3946.84497 validation_1-mae:6042.60645 [1660] validation_0-mae:3945.57080 validation_1-mae:6041.85352 [1661] validation_0-mae:3944.85010 validation_1-mae:6041.56494 [1662] validation_0-mae:3943.21094 validation_1-mae:6041.12647 [1663] validation_0-mae:3941.96704 validation_1-mae:6041.49951 [1664] validation_0-mae:3941.36694 validation_1-mae:6041.36035 [1665] validation_0-mae:3940.81323 validation_1-mae:6041.18408 [1666] validation_0-mae:3940.09888 validation_1-mae:6041.28174 [1667] validation_0-mae:3939.01269 validation_1-mae:6041.19775 [1668] validation_0-mae:3937.74243 validation_1-mae:6041.21289 [1669] validation_0-mae:3937.51221 validation_1-mae:6041.11084 [1670] validation_0-mae:3937.15527 validation_1-mae:6041.16895 [1671] validation_0-mae:3936.84204 validation_1-mae:6040.99023 [1672] validation_0-mae:3936.20142 validation_1-mae:6040.58105 [1673] validation_0-mae:3935.92285 validation_1-mae:6040.71436 [1674] validation_0-mae:3935.50391 validation_1-mae:6040.70703 [1675] validation_0-mae:3934.61157 validation_1-mae:6040.85107 [1676] validation_0-mae:3933.24390 validation_1-mae:6040.94824 [1677] validation_0-mae:3932.78052 validation_1-mae:6040.94971 [1678] validation_0-mae:3932.28247 validation_1-mae:6040.92920 [1679] validation_0-mae:3931.98828 validation_1-mae:6041.03955 [1680] validation_0-mae:3931.42847 validation_1-mae:6041.14648 [1681] validation_0-mae:3930.73975 validation_1-mae:6041.25684 [1682] validation_0-mae:3930.19824 validation_1-mae:6041.26758 [1683] validation_0-mae:3929.74194 validation_1-mae:6041.39111 [1684] validation_0-mae:3928.89673 validation_1-mae:6042.00488 [1685] validation_0-mae:3928.06177 validation_1-mae:6041.76416 [1686] validation_0-mae:3927.79688 validation_1-mae:6041.82178 [1687] validation_0-mae:3927.02734 validation_1-mae:6041.53711 [1688] validation_0-mae:3925.96216 validation_1-mae:6041.76562 [1689] validation_0-mae:3925.11523 validation_1-mae:6041.79639 [1690] validation_0-mae:3924.27588 validation_1-mae:6041.67725 [1691] validation_0-mae:3923.53394 validation_1-mae:6042.09180 [1692] validation_0-mae:3923.13501 validation_1-mae:6042.19238 [1693] validation_0-mae:3922.65576 validation_1-mae:6042.23340 [1694] validation_0-mae:3922.25464 validation_1-mae:6042.32520 [1695] validation_0-mae:3921.32031 validation_1-mae:6042.17676 [1696] validation_0-mae:3920.61743 validation_1-mae:6042.08545 [1697] validation_0-mae:3920.05884 validation_1-mae:6042.17578 [1698] validation_0-mae:3919.39478 validation_1-mae:6042.57520 [1699] validation_0-mae:3919.18677 validation_1-mae:6042.63672 Dropping: golf [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.80371 validation_1-mae:9622.95019 [14] validation_0-mae:9418.70606 validation_1-mae:9232.35547 [15] validation_0-mae:9084.22363 validation_1-mae:8904.93359 [16] validation_0-mae:8802.57812 validation_1-mae:8633.53809 [17] validation_0-mae:8567.55664 validation_1-mae:8407.92578 [18] validation_0-mae:8374.81055 validation_1-mae:8219.79883 [19] validation_0-mae:8212.58887 validation_1-mae:8066.12695 [20] validation_0-mae:8070.96777 validation_1-mae:7941.51074 [21] validation_0-mae:7947.84131 validation_1-mae:7833.81543 [22] validation_0-mae:7848.58691 validation_1-mae:7743.85352 [23] validation_0-mae:7764.19580 validation_1-mae:7671.55664 [24] validation_0-mae:7680.78613 validation_1-mae:7595.69287 [25] validation_0-mae:7612.84912 validation_1-mae:7539.31592 [26] validation_0-mae:7556.91211 validation_1-mae:7492.54541 [27] validation_0-mae:7497.50391 validation_1-mae:7439.72803 [28] validation_0-mae:7443.03516 validation_1-mae:7392.43457 [29] validation_0-mae:7397.54492 validation_1-mae:7351.68164 [30] validation_0-mae:7356.93701 validation_1-mae:7316.98633 [31] validation_0-mae:7327.41553 validation_1-mae:7295.49170 [32] validation_0-mae:7296.35986 validation_1-mae:7273.16309 [33] validation_0-mae:7267.11914 validation_1-mae:7252.57373 [34] validation_0-mae:7235.44482 validation_1-mae:7229.22119 [35] validation_0-mae:7214.89551 validation_1-mae:7211.68799 [36] validation_0-mae:7193.40088 validation_1-mae:7201.47949 [37] validation_0-mae:7173.23096 validation_1-mae:7191.71728 [38] validation_0-mae:7151.52832 validation_1-mae:7175.96680 [39] validation_0-mae:7127.67383 validation_1-mae:7158.80713 [40] validation_0-mae:7107.72949 validation_1-mae:7144.49365 [41] validation_0-mae:7082.99365 validation_1-mae:7124.08594 [42] validation_0-mae:7058.23633 validation_1-mae:7102.49121 [43] validation_0-mae:7040.19580 validation_1-mae:7094.92188 [44] validation_0-mae:7027.59766 validation_1-mae:7086.05322 [45] validation_0-mae:7015.29980 validation_1-mae:7077.26807 [46] validation_0-mae:6999.47168 validation_1-mae:7063.73877 [47] validation_0-mae:6983.52051 validation_1-mae:7053.66211 [48] validation_0-mae:6967.93262 validation_1-mae:7046.18555 [49] validation_0-mae:6952.52734 validation_1-mae:7033.60986 [50] validation_0-mae:6928.05420 validation_1-mae:7015.58691 [51] validation_0-mae:6914.90088 validation_1-mae:7007.20410 [52] validation_0-mae:6905.52002 validation_1-mae:7001.44531 [53] validation_0-mae:6891.68164 validation_1-mae:6990.08594 [54] validation_0-mae:6873.16748 validation_1-mae:6974.37012 [55] validation_0-mae:6861.39062 validation_1-mae:6967.89258 [56] validation_0-mae:6846.26953 validation_1-mae:6956.55371 [57] validation_0-mae:6828.45312 validation_1-mae:6940.80908 [58] validation_0-mae:6817.54932 validation_1-mae:6932.84619 [59] validation_0-mae:6805.02734 validation_1-mae:6923.91016 [60] validation_0-mae:6791.97607 validation_1-mae:6912.03906 [61] validation_0-mae:6779.50195 validation_1-mae:6903.86475 [62] validation_0-mae:6769.71191 validation_1-mae:6896.83545 [63] validation_0-mae:6754.06543 validation_1-mae:6884.79443 [64] validation_0-mae:6742.91064 validation_1-mae:6878.34570 [65] validation_0-mae:6728.06982 validation_1-mae:6865.88086 [66] validation_0-mae:6705.94580 validation_1-mae:6846.84717 [67] validation_0-mae:6696.60889 validation_1-mae:6842.47266 [68] validation_0-mae:6685.20801 validation_1-mae:6834.62256 [69] validation_0-mae:6673.81836 validation_1-mae:6829.45557 [70] validation_0-mae:6662.97900 validation_1-mae:6820.21338 [71] validation_0-mae:6652.97070 validation_1-mae:6812.52832 [72] validation_0-mae:6637.33838 validation_1-mae:6801.70752 [73] validation_0-mae:6630.03857 validation_1-mae:6797.27148 [74] validation_0-mae:6618.99756 validation_1-mae:6789.80078 [75] validation_0-mae:6609.50049 validation_1-mae:6781.28174 [76] validation_0-mae:6595.96387 validation_1-mae:6770.27930 [77] validation_0-mae:6585.05029 validation_1-mae:6761.62549 [78] validation_0-mae:6579.63574 validation_1-mae:6757.69678 [79] validation_0-mae:6570.67188 validation_1-mae:6753.59375 [80] validation_0-mae:6558.69141 validation_1-mae:6745.56543 [81] validation_0-mae:6548.37353 validation_1-mae:6740.24219 [82] validation_0-mae:6539.57178 validation_1-mae:6734.76953 [83] validation_0-mae:6535.06103 validation_1-mae:6730.08154 [84] validation_0-mae:6524.82520 validation_1-mae:6724.02441 [85] validation_0-mae:6517.12647 validation_1-mae:6717.78662 [86] validation_0-mae:6505.71191 validation_1-mae:6709.86816 [87] validation_0-mae:6500.55176 validation_1-mae:6706.86572 [88] validation_0-mae:6494.39600 validation_1-mae:6701.39697 [89] validation_0-mae:6484.93555 validation_1-mae:6696.66162 [90] validation_0-mae:6477.25879 validation_1-mae:6692.96191 [91] validation_0-mae:6472.63232 validation_1-mae:6691.21191 [92] validation_0-mae:6463.34473 validation_1-mae:6684.40576 [93] validation_0-mae:6459.15283 validation_1-mae:6681.24951 [94] validation_0-mae:6453.57715 validation_1-mae:6676.31738 [95] validation_0-mae:6446.33496 validation_1-mae:6671.57861 [96] validation_0-mae:6442.79443 validation_1-mae:6668.52783 [97] validation_0-mae:6433.87256 validation_1-mae:6662.04932 [98] validation_0-mae:6424.43555 validation_1-mae:6656.37451 [99] validation_0-mae:6415.58008 validation_1-mae:6649.18750 [100] validation_0-mae:6403.69678 validation_1-mae:6641.32617 [101] validation_0-mae:6398.21777 validation_1-mae:6636.71924 [102] validation_0-mae:6391.99658 validation_1-mae:6633.19482 [103] validation_0-mae:6390.20703 validation_1-mae:6633.24853 [104] validation_0-mae:6385.01318 validation_1-mae:6629.13330 [105] validation_0-mae:6379.72314 validation_1-mae:6625.78027 [106] validation_0-mae:6375.46484 validation_1-mae:6623.03760 [107] validation_0-mae:6368.79492 validation_1-mae:6618.49707 [108] validation_0-mae:6361.68652 validation_1-mae:6614.61035 [109] validation_0-mae:6355.03223 validation_1-mae:6608.09424 [110] validation_0-mae:6349.61865 validation_1-mae:6605.15967 [111] validation_0-mae:6344.97217 validation_1-mae:6602.00342 [112] validation_0-mae:6337.55859 validation_1-mae:6596.63281 [113] validation_0-mae:6334.06787 validation_1-mae:6594.02246 [114] validation_0-mae:6326.78320 validation_1-mae:6589.47754 [115] validation_0-mae:6324.01318 validation_1-mae:6587.42480 [116] validation_0-mae:6319.65967 validation_1-mae:6585.54297 [117] validation_0-mae:6315.87891 validation_1-mae:6584.37549 [118] validation_0-mae:6313.52637 validation_1-mae:6582.41846 [119] validation_0-mae:6307.91650 validation_1-mae:6578.94629 [120] validation_0-mae:6302.37109 validation_1-mae:6575.37988 [121] validation_0-mae:6293.97998 validation_1-mae:6569.08398 [122] validation_0-mae:6288.38916 validation_1-mae:6565.15088 [123] validation_0-mae:6285.52344 validation_1-mae:6562.87647 [124] validation_0-mae:6281.65381 validation_1-mae:6560.50049 [125] validation_0-mae:6273.31250 validation_1-mae:6552.97900 [126] validation_0-mae:6268.59961 validation_1-mae:6552.29395 [127] validation_0-mae:6264.66211 validation_1-mae:6551.42041 [128] validation_0-mae:6262.08789 validation_1-mae:6549.53857 [129] validation_0-mae:6255.29248 validation_1-mae:6544.32617 [130] validation_0-mae:6250.56299 validation_1-mae:6541.96582 [131] validation_0-mae:6244.79248 validation_1-mae:6539.78272 [132] validation_0-mae:6238.88330 validation_1-mae:6536.17432 [133] validation_0-mae:6236.00928 validation_1-mae:6534.65283 [134] validation_0-mae:6230.46826 validation_1-mae:6531.53076 [135] validation_0-mae:6225.00244 validation_1-mae:6528.41699 [136] validation_0-mae:6221.56641 validation_1-mae:6526.31836 [137] validation_0-mae:6217.73438 validation_1-mae:6525.01807 [138] validation_0-mae:6214.33496 validation_1-mae:6523.30762 [139] validation_0-mae:6208.84570 validation_1-mae:6521.20898 [140] validation_0-mae:6204.61279 validation_1-mae:6518.11035 [141] validation_0-mae:6201.39990 validation_1-mae:6517.24414 [142] validation_0-mae:6199.77734 validation_1-mae:6516.62647 [143] validation_0-mae:6192.31934 validation_1-mae:6511.08350 [144] validation_0-mae:6184.52051 validation_1-mae:6506.24121 [145] validation_0-mae:6180.16699 validation_1-mae:6504.11768 [146] validation_0-mae:6172.56689 validation_1-mae:6501.17334 [147] validation_0-mae:6167.88135 validation_1-mae:6497.25000 [148] validation_0-mae:6163.60596 validation_1-mae:6494.03955 [149] validation_0-mae:6159.90869 validation_1-mae:6493.10889 [150] validation_0-mae:6154.72363 validation_1-mae:6489.05664 [151] validation_0-mae:6150.80615 validation_1-mae:6486.96533 [152] validation_0-mae:6142.49121 validation_1-mae:6481.22949 [153] validation_0-mae:6139.90137 validation_1-mae:6481.00586 [154] validation_0-mae:6138.51514 validation_1-mae:6480.48779 [155] validation_0-mae:6134.85059 validation_1-mae:6479.45215 [156] validation_0-mae:6132.17236 validation_1-mae:6477.49902 [157] validation_0-mae:6127.09570 validation_1-mae:6476.05664 [158] validation_0-mae:6122.06299 validation_1-mae:6473.81299 [159] validation_0-mae:6117.28223 validation_1-mae:6471.23633 [160] validation_0-mae:6111.73242 validation_1-mae:6469.14014 [161] validation_0-mae:6109.10693 validation_1-mae:6468.00049 [162] validation_0-mae:6106.63770 validation_1-mae:6466.17480 [163] validation_0-mae:6103.08887 validation_1-mae:6464.23145 [164] validation_0-mae:6100.18066 validation_1-mae:6462.28467 [165] validation_0-mae:6094.49658 validation_1-mae:6458.50195 [166] validation_0-mae:6089.30518 validation_1-mae:6455.71387 [167] validation_0-mae:6085.02637 validation_1-mae:6455.14648 [168] validation_0-mae:6078.20703 validation_1-mae:6449.49121 [169] validation_0-mae:6074.35352 validation_1-mae:6447.98877 [170] validation_0-mae:6069.62207 validation_1-mae:6445.83887 [171] validation_0-mae:6064.18457 validation_1-mae:6441.12353 [172] validation_0-mae:6059.58008 validation_1-mae:6438.36523 [173] validation_0-mae:6055.84814 validation_1-mae:6436.37353 [174] validation_0-mae:6051.27148 validation_1-mae:6435.07910 [175] validation_0-mae:6046.81201 validation_1-mae:6433.12842 [176] validation_0-mae:6043.40088 validation_1-mae:6432.09814 [177] validation_0-mae:6041.16357 validation_1-mae:6430.86621 [178] validation_0-mae:6038.89160 validation_1-mae:6429.95996 [179] validation_0-mae:6037.87647 validation_1-mae:6429.60547 [180] validation_0-mae:6036.51758 validation_1-mae:6429.35352 [181] validation_0-mae:6033.63867 validation_1-mae:6428.12891 [182] validation_0-mae:6029.12451 validation_1-mae:6425.08496 [183] validation_0-mae:6026.85059 validation_1-mae:6424.76514 [184] validation_0-mae:6024.45557 validation_1-mae:6424.15625 [185] validation_0-mae:6021.39209 validation_1-mae:6423.35352 [186] validation_0-mae:6016.12695 validation_1-mae:6419.99951 [187] validation_0-mae:6012.17676 validation_1-mae:6417.78857 [188] validation_0-mae:6008.30664 validation_1-mae:6416.32422 [189] validation_0-mae:6005.23486 validation_1-mae:6415.68994 [190] validation_0-mae:6001.87939 validation_1-mae:6414.78662 [191] validation_0-mae:5999.04639 validation_1-mae:6413.17969 [192] validation_0-mae:5995.69434 validation_1-mae:6410.80176 [193] validation_0-mae:5990.47998 validation_1-mae:6408.27051 [194] validation_0-mae:5987.96191 validation_1-mae:6407.99023 [195] validation_0-mae:5986.78955 validation_1-mae:6407.18213 [196] validation_0-mae:5984.89160 validation_1-mae:6406.69580 [197] validation_0-mae:5982.50147 validation_1-mae:6405.82764 [198] validation_0-mae:5979.52051 validation_1-mae:6404.07275 [199] validation_0-mae:5974.08105 validation_1-mae:6401.41357 [200] validation_0-mae:5971.82568 validation_1-mae:6400.18945 [201] validation_0-mae:5969.57178 validation_1-mae:6399.61426 [202] validation_0-mae:5964.40186 validation_1-mae:6394.49365 [203] validation_0-mae:5955.62647 validation_1-mae:6389.43408 [204] validation_0-mae:5952.42236 validation_1-mae:6387.91406 [205] validation_0-mae:5950.25977 validation_1-mae:6386.37939 [206] validation_0-mae:5948.94971 validation_1-mae:6386.22656 [207] validation_0-mae:5946.89941 validation_1-mae:6385.59863 [208] validation_0-mae:5941.89746 validation_1-mae:6383.12061 [209] validation_0-mae:5939.53272 validation_1-mae:6382.47412 [210] validation_0-mae:5933.22998 validation_1-mae:6379.10254 [211] validation_0-mae:5929.63721 validation_1-mae:6378.37402 [212] validation_0-mae:5923.83887 validation_1-mae:6376.78564 [213] validation_0-mae:5918.52588 validation_1-mae:6372.55762 [214] validation_0-mae:5915.19434 validation_1-mae:6371.27051 [215] validation_0-mae:5912.96094 validation_1-mae:6370.89941 [216] validation_0-mae:5910.23145 validation_1-mae:6370.20312 [217] validation_0-mae:5906.58008 validation_1-mae:6370.34961 [218] validation_0-mae:5905.40430 validation_1-mae:6369.84424 [219] validation_0-mae:5901.01172 validation_1-mae:6368.67969 [220] validation_0-mae:5899.55664 validation_1-mae:6368.01318 [221] validation_0-mae:5894.70410 validation_1-mae:6366.88135 [222] validation_0-mae:5889.99463 validation_1-mae:6365.00830 [223] validation_0-mae:5886.88623 validation_1-mae:6362.23145 [224] validation_0-mae:5883.44531 validation_1-mae:6359.72510 [225] validation_0-mae:5881.59375 validation_1-mae:6360.23730 [226] validation_0-mae:5878.64990 validation_1-mae:6359.51123 [227] validation_0-mae:5877.70557 validation_1-mae:6359.08594 [228] validation_0-mae:5874.71289 validation_1-mae:6359.00488 [229] validation_0-mae:5871.87647 validation_1-mae:6357.62207 [230] validation_0-mae:5870.82812 validation_1-mae:6357.99609 [231] validation_0-mae:5868.33154 validation_1-mae:6356.70898 [232] validation_0-mae:5867.36475 validation_1-mae:6357.53955 [233] validation_0-mae:5864.20605 validation_1-mae:6356.53125 [234] validation_0-mae:5862.05859 validation_1-mae:6355.98291 [235] validation_0-mae:5858.11523 validation_1-mae:6355.03564 [236] validation_0-mae:5854.78125 validation_1-mae:6353.39795 [237] validation_0-mae:5847.34180 validation_1-mae:6349.33643 [238] validation_0-mae:5844.68311 validation_1-mae:6348.39600 [239] validation_0-mae:5843.03125 validation_1-mae:6347.36133 [240] validation_0-mae:5837.60352 validation_1-mae:6342.75391 [241] validation_0-mae:5834.90186 validation_1-mae:6342.10840 [242] validation_0-mae:5832.03418 validation_1-mae:6340.73828 [243] validation_0-mae:5830.13330 validation_1-mae:6340.65381 [244] validation_0-mae:5828.03418 validation_1-mae:6339.68897 [245] validation_0-mae:5826.94727 validation_1-mae:6338.76807 [246] validation_0-mae:5825.59766 validation_1-mae:6338.66797 [247] validation_0-mae:5824.85400 validation_1-mae:6338.65527 [248] validation_0-mae:5822.08252 validation_1-mae:6337.52051 [249] validation_0-mae:5819.39551 validation_1-mae:6336.12402 [250] validation_0-mae:5816.15430 validation_1-mae:6335.02051 [251] validation_0-mae:5812.83398 validation_1-mae:6334.09863 [252] validation_0-mae:5810.02832 validation_1-mae:6335.12012 [253] validation_0-mae:5807.27930 validation_1-mae:6334.35596 [254] validation_0-mae:5805.88672 validation_1-mae:6333.83691 [255] validation_0-mae:5804.09961 validation_1-mae:6333.23096 [256] validation_0-mae:5801.93115 validation_1-mae:6331.44043 [257] validation_0-mae:5798.96582 validation_1-mae:6331.60693 [258] validation_0-mae:5795.40283 validation_1-mae:6327.96533 [259] validation_0-mae:5787.57666 validation_1-mae:6324.25830 [260] validation_0-mae:5785.51465 validation_1-mae:6324.27246 [261] validation_0-mae:5784.03076 validation_1-mae:6325.02295 [262] validation_0-mae:5783.14209 validation_1-mae:6325.05811 [263] validation_0-mae:5780.69727 validation_1-mae:6324.06689 [264] validation_0-mae:5778.91553 validation_1-mae:6323.59033 [265] validation_0-mae:5776.11914 validation_1-mae:6321.02295 [266] validation_0-mae:5772.02734 validation_1-mae:6319.50586 [267] validation_0-mae:5769.37353 validation_1-mae:6319.45215 [268] validation_0-mae:5766.93994 validation_1-mae:6319.36621 [269] validation_0-mae:5765.54004 validation_1-mae:6318.59424 [270] validation_0-mae:5762.28418 validation_1-mae:6315.16406 [271] validation_0-mae:5761.98779 validation_1-mae:6315.29736 [272] validation_0-mae:5755.68066 validation_1-mae:6312.52783 [273] validation_0-mae:5748.74023 validation_1-mae:6308.40527 [274] validation_0-mae:5746.27881 validation_1-mae:6307.50000 [275] validation_0-mae:5741.96631 validation_1-mae:6304.99072 [276] validation_0-mae:5738.95801 validation_1-mae:6304.22803 [277] validation_0-mae:5735.78760 validation_1-mae:6302.45410 [278] validation_0-mae:5733.02783 validation_1-mae:6300.41211 [279] validation_0-mae:5730.99414 validation_1-mae:6299.86621 [280] validation_0-mae:5729.95947 validation_1-mae:6300.08496 [281] validation_0-mae:5724.93701 validation_1-mae:6297.44580 [282] validation_0-mae:5722.34814 validation_1-mae:6295.81641 [283] validation_0-mae:5720.05469 validation_1-mae:6293.84228 [284] validation_0-mae:5714.63672 validation_1-mae:6293.39258 [285] validation_0-mae:5710.74414 validation_1-mae:6290.80957 [286] validation_0-mae:5707.23047 validation_1-mae:6289.08789 [287] validation_0-mae:5706.01758 validation_1-mae:6289.78418 [288] validation_0-mae:5703.47022 validation_1-mae:6289.33496 [289] validation_0-mae:5701.89404 validation_1-mae:6288.06885 [290] validation_0-mae:5700.00049 validation_1-mae:6287.65576 [291] validation_0-mae:5698.41895 validation_1-mae:6286.82910 [292] validation_0-mae:5695.10254 validation_1-mae:6285.44629 [293] validation_0-mae:5692.91064 validation_1-mae:6284.63867 [294] validation_0-mae:5692.23438 validation_1-mae:6284.26318 [295] validation_0-mae:5688.34668 validation_1-mae:6283.38818 [296] validation_0-mae:5686.15039 validation_1-mae:6282.88623 [297] validation_0-mae:5685.02002 validation_1-mae:6283.08203 [298] validation_0-mae:5681.32080 validation_1-mae:6282.08643 [299] validation_0-mae:5678.78564 validation_1-mae:6280.17480 [300] validation_0-mae:5676.61621 validation_1-mae:6279.38330 [301] validation_0-mae:5676.15576 validation_1-mae:6279.51172 [302] validation_0-mae:5673.26123 validation_1-mae:6279.41113 [303] validation_0-mae:5671.81445 validation_1-mae:6278.24609 [304] validation_0-mae:5670.23193 validation_1-mae:6277.19873 [305] validation_0-mae:5668.53125 validation_1-mae:6275.82129 [306] validation_0-mae:5666.92236 validation_1-mae:6275.82910 [307] validation_0-mae:5661.72119 validation_1-mae:6275.26074 [308] validation_0-mae:5659.63965 validation_1-mae:6274.20117 [309] validation_0-mae:5658.93603 validation_1-mae:6274.31152 [310] validation_0-mae:5655.79639 validation_1-mae:6274.30469 [311] validation_0-mae:5654.00488 validation_1-mae:6273.95166 [312] validation_0-mae:5652.28857 validation_1-mae:6273.82764 [313] validation_0-mae:5650.46338 validation_1-mae:6272.80078 [314] validation_0-mae:5649.20264 validation_1-mae:6272.65869 [315] validation_0-mae:5648.11914 validation_1-mae:6273.18848 [316] validation_0-mae:5643.56592 validation_1-mae:6270.91797 [317] validation_0-mae:5640.72412 validation_1-mae:6269.06934 [318] validation_0-mae:5636.16064 validation_1-mae:6269.46289 [319] validation_0-mae:5633.18750 validation_1-mae:6267.83154 [320] validation_0-mae:5631.74072 validation_1-mae:6267.00293 [321] validation_0-mae:5627.53613 validation_1-mae:6262.86377 [322] validation_0-mae:5624.75098 validation_1-mae:6260.41064 [323] validation_0-mae:5623.30127 validation_1-mae:6260.07568 [324] validation_0-mae:5621.12647 validation_1-mae:6259.85693 [325] validation_0-mae:5620.55029 validation_1-mae:6259.62939 [326] validation_0-mae:5619.29248 validation_1-mae:6259.18262 [327] validation_0-mae:5616.04150 validation_1-mae:6258.84619 [328] validation_0-mae:5614.16016 validation_1-mae:6258.73535 [329] validation_0-mae:5608.42236 validation_1-mae:6254.83252 [330] validation_0-mae:5606.42285 validation_1-mae:6255.88867 [331] validation_0-mae:5604.98389 validation_1-mae:6255.29053 [332] validation_0-mae:5600.72022 validation_1-mae:6253.05615 [333] validation_0-mae:5597.69482 validation_1-mae:6251.38574 [334] validation_0-mae:5595.89355 validation_1-mae:6250.86816 [335] validation_0-mae:5593.33252 validation_1-mae:6249.76953 [336] validation_0-mae:5589.99658 validation_1-mae:6248.86279 [337] validation_0-mae:5588.59473 validation_1-mae:6248.89551 [338] validation_0-mae:5587.06397 validation_1-mae:6249.64551 [339] validation_0-mae:5582.83496 validation_1-mae:6246.33984 [340] validation_0-mae:5581.74072 validation_1-mae:6246.19385 [341] validation_0-mae:5580.00928 validation_1-mae:6246.52588 [342] validation_0-mae:5578.67383 validation_1-mae:6246.07861 [343] validation_0-mae:5577.84228 validation_1-mae:6245.85352 [344] validation_0-mae:5573.77148 validation_1-mae:6243.80713 [345] validation_0-mae:5571.24121 validation_1-mae:6242.99902 [346] validation_0-mae:5567.75000 validation_1-mae:6241.41406 [347] validation_0-mae:5566.52588 validation_1-mae:6241.10742 [348] validation_0-mae:5563.24463 validation_1-mae:6240.52344 [349] validation_0-mae:5561.02441 validation_1-mae:6240.20264 [350] validation_0-mae:5559.21045 validation_1-mae:6239.94678 [351] validation_0-mae:5556.73438 validation_1-mae:6239.46826 [352] validation_0-mae:5554.22217 validation_1-mae:6238.07861 [353] validation_0-mae:5552.43066 validation_1-mae:6237.24853 [354] validation_0-mae:5551.34570 validation_1-mae:6237.13574 [355] validation_0-mae:5546.69287 validation_1-mae:6235.57227 [356] validation_0-mae:5543.81787 validation_1-mae:6234.61084 [357] validation_0-mae:5542.88330 validation_1-mae:6235.04883 [358] validation_0-mae:5541.31543 validation_1-mae:6234.48291 [359] validation_0-mae:5540.42969 validation_1-mae:6233.65137 [360] validation_0-mae:5538.31103 validation_1-mae:6234.41016 [361] validation_0-mae:5537.08740 validation_1-mae:6233.80762 [362] validation_0-mae:5535.50439 validation_1-mae:6233.73730 [363] validation_0-mae:5534.46533 validation_1-mae:6233.36377 [364] validation_0-mae:5533.35693 validation_1-mae:6233.03955 [365] validation_0-mae:5531.88965 validation_1-mae:6232.77490 [366] validation_0-mae:5529.89746 validation_1-mae:6232.64355 [367] validation_0-mae:5528.37988 validation_1-mae:6232.38477 [368] validation_0-mae:5524.51367 validation_1-mae:6229.22852 [369] validation_0-mae:5523.98584 validation_1-mae:6228.94580 [370] validation_0-mae:5523.17041 validation_1-mae:6229.06787 [371] validation_0-mae:5521.83594 validation_1-mae:6228.25586 [372] validation_0-mae:5518.30225 validation_1-mae:6226.44287 [373] validation_0-mae:5513.97412 validation_1-mae:6224.14258 [374] validation_0-mae:5509.49609 validation_1-mae:6222.51318 [375] validation_0-mae:5507.59424 validation_1-mae:6222.82422 [376] validation_0-mae:5505.60791 validation_1-mae:6223.05273 [377] validation_0-mae:5500.17480 validation_1-mae:6220.38916 [378] validation_0-mae:5497.93652 validation_1-mae:6221.56152 [379] validation_0-mae:5493.40332 validation_1-mae:6219.84912 [380] validation_0-mae:5491.78223 validation_1-mae:6219.84717 [381] validation_0-mae:5490.50195 validation_1-mae:6220.05713 [382] validation_0-mae:5488.94092 validation_1-mae:6219.66260 [383] validation_0-mae:5488.47168 validation_1-mae:6219.81738 [384] validation_0-mae:5484.66650 validation_1-mae:6219.32324 [385] validation_0-mae:5481.70166 validation_1-mae:6217.89160 [386] validation_0-mae:5479.45312 validation_1-mae:6217.63135 [387] validation_0-mae:5477.72314 validation_1-mae:6216.91846 [388] validation_0-mae:5476.04395 validation_1-mae:6216.15576 [389] validation_0-mae:5475.39453 validation_1-mae:6216.44922 [390] validation_0-mae:5469.73975 validation_1-mae:6212.66064 [391] validation_0-mae:5468.52002 validation_1-mae:6212.33008 [392] validation_0-mae:5466.70117 validation_1-mae:6211.92627 [393] validation_0-mae:5465.28857 validation_1-mae:6211.35010 [394] validation_0-mae:5464.97412 validation_1-mae:6211.65039 [395] validation_0-mae:5462.43213 validation_1-mae:6211.76758 [396] validation_0-mae:5460.35352 validation_1-mae:6211.94824 [397] validation_0-mae:5455.72314 validation_1-mae:6208.25586 [398] validation_0-mae:5454.00732 validation_1-mae:6208.30127 [399] validation_0-mae:5451.99219 validation_1-mae:6208.00147 [400] validation_0-mae:5449.60498 validation_1-mae:6208.40283 [401] validation_0-mae:5448.31934 validation_1-mae:6208.41943 [402] validation_0-mae:5445.89355 validation_1-mae:6207.63232 [403] validation_0-mae:5442.70947 validation_1-mae:6204.86328 [404] validation_0-mae:5438.69238 validation_1-mae:6203.15430 [405] validation_0-mae:5437.82275 validation_1-mae:6202.99414 [406] validation_0-mae:5436.65772 validation_1-mae:6202.76709 [407] validation_0-mae:5436.33154 validation_1-mae:6202.93066 [408] validation_0-mae:5435.84277 validation_1-mae:6202.92480 [409] validation_0-mae:5435.19580 validation_1-mae:6202.55518 [410] validation_0-mae:5433.50586 validation_1-mae:6202.30518 [411] validation_0-mae:5428.94971 validation_1-mae:6201.42285 [412] validation_0-mae:5426.39893 validation_1-mae:6199.98193 [413] validation_0-mae:5423.88428 validation_1-mae:6198.62353 [414] validation_0-mae:5421.12744 validation_1-mae:6198.17285 [415] validation_0-mae:5418.99805 validation_1-mae:6198.13672 [416] validation_0-mae:5417.77344 validation_1-mae:6198.00439 [417] validation_0-mae:5414.16309 validation_1-mae:6195.55908 [418] validation_0-mae:5412.58887 validation_1-mae:6194.86279 [419] validation_0-mae:5410.82520 validation_1-mae:6194.82617 [420] validation_0-mae:5406.58545 validation_1-mae:6194.53809 [421] validation_0-mae:5403.51074 validation_1-mae:6193.32275 [422] validation_0-mae:5401.94092 validation_1-mae:6193.22266 [423] validation_0-mae:5400.14160 validation_1-mae:6193.49023 [424] validation_0-mae:5398.48291 validation_1-mae:6193.34570 [425] validation_0-mae:5396.31006 validation_1-mae:6192.69189 [426] validation_0-mae:5394.48438 validation_1-mae:6191.93848 [427] validation_0-mae:5392.14209 validation_1-mae:6191.29102 [428] validation_0-mae:5391.82275 validation_1-mae:6191.08057 [429] validation_0-mae:5389.63135 validation_1-mae:6189.85010 [430] validation_0-mae:5387.49853 validation_1-mae:6189.20020 [431] validation_0-mae:5384.37158 validation_1-mae:6188.41357 [432] validation_0-mae:5383.93262 validation_1-mae:6188.50586 [433] validation_0-mae:5382.41943 validation_1-mae:6187.92725 [434] validation_0-mae:5380.88086 validation_1-mae:6187.78906 [435] validation_0-mae:5379.61768 validation_1-mae:6187.72168 [436] validation_0-mae:5377.42334 validation_1-mae:6187.27734 [437] validation_0-mae:5375.17480 validation_1-mae:6186.03516 [438] validation_0-mae:5372.64551 validation_1-mae:6184.81689 [439] validation_0-mae:5371.45020 validation_1-mae:6185.11865 [440] validation_0-mae:5370.48486 validation_1-mae:6185.09375 [441] validation_0-mae:5369.98438 validation_1-mae:6185.05273 [442] validation_0-mae:5369.61523 validation_1-mae:6184.73584 [443] validation_0-mae:5368.89355 validation_1-mae:6184.67090 [444] validation_0-mae:5367.95361 validation_1-mae:6184.70361 [445] validation_0-mae:5366.23584 validation_1-mae:6184.26025 [446] validation_0-mae:5365.46484 validation_1-mae:6184.71973 [447] validation_0-mae:5364.53711 validation_1-mae:6184.59912 [448] validation_0-mae:5363.52881 validation_1-mae:6184.09619 [449] validation_0-mae:5361.08643 validation_1-mae:6183.93018 [450] validation_0-mae:5359.60156 validation_1-mae:6183.67676 [451] validation_0-mae:5355.88379 validation_1-mae:6183.15625 [452] validation_0-mae:5352.79395 validation_1-mae:6182.79541 [453] validation_0-mae:5350.25000 validation_1-mae:6182.21680 [454] validation_0-mae:5348.47363 validation_1-mae:6181.37793 [455] validation_0-mae:5346.72900 validation_1-mae:6180.58740 [456] validation_0-mae:5345.32666 validation_1-mae:6180.66064 [457] validation_0-mae:5342.26416 validation_1-mae:6179.39551 [458] validation_0-mae:5337.96924 validation_1-mae:6178.35010 [459] validation_0-mae:5336.45166 validation_1-mae:6177.27930 [460] validation_0-mae:5332.46728 validation_1-mae:6174.65674 [461] validation_0-mae:5330.86182 validation_1-mae:6174.36816 [462] validation_0-mae:5329.85938 validation_1-mae:6174.27393 [463] validation_0-mae:5328.46924 validation_1-mae:6174.06445 [464] validation_0-mae:5325.95703 validation_1-mae:6173.37695 [465] validation_0-mae:5323.04883 validation_1-mae:6172.26562 [466] validation_0-mae:5320.86523 validation_1-mae:6171.00000 [467] validation_0-mae:5318.92920 validation_1-mae:6169.74463 [468] validation_0-mae:5317.37402 validation_1-mae:6169.56250 [469] validation_0-mae:5316.70312 validation_1-mae:6169.39746 [470] validation_0-mae:5315.88281 validation_1-mae:6169.26611 [471] validation_0-mae:5315.02295 validation_1-mae:6169.30664 [472] validation_0-mae:5312.12256 validation_1-mae:6169.13184 [473] validation_0-mae:5310.80420 validation_1-mae:6168.75439 [474] validation_0-mae:5309.49609 validation_1-mae:6168.99268 [475] validation_0-mae:5308.03223 validation_1-mae:6169.04980 [476] validation_0-mae:5306.96094 validation_1-mae:6168.10840 [477] validation_0-mae:5305.49756 validation_1-mae:6167.28613 [478] validation_0-mae:5302.08594 validation_1-mae:6165.39990 [479] validation_0-mae:5300.01562 validation_1-mae:6164.74219 [480] validation_0-mae:5299.15137 validation_1-mae:6164.84131 [481] validation_0-mae:5298.06055 validation_1-mae:6164.95996 [482] validation_0-mae:5297.93311 validation_1-mae:6165.04346 [483] validation_0-mae:5297.62158 validation_1-mae:6164.72607 [484] validation_0-mae:5296.05371 validation_1-mae:6163.87500 [485] validation_0-mae:5295.44482 validation_1-mae:6163.19580 [486] validation_0-mae:5293.66455 validation_1-mae:6163.24902 [487] validation_0-mae:5292.64014 validation_1-mae:6162.90186 [488] validation_0-mae:5291.62451 validation_1-mae:6162.38672 [489] validation_0-mae:5289.97559 validation_1-mae:6161.85205 [490] validation_0-mae:5288.58105 validation_1-mae:6162.25098 [491] validation_0-mae:5286.14209 validation_1-mae:6161.31641 [492] validation_0-mae:5285.06836 validation_1-mae:6161.56592 [493] validation_0-mae:5283.45605 validation_1-mae:6161.51318 [494] validation_0-mae:5281.68066 validation_1-mae:6161.02148 [495] validation_0-mae:5278.25537 validation_1-mae:6160.47217 [496] validation_0-mae:5276.56445 validation_1-mae:6160.24170 [497] validation_0-mae:5276.22119 validation_1-mae:6160.73047 [498] validation_0-mae:5274.06982 validation_1-mae:6160.83789 [499] validation_0-mae:5273.21387 validation_1-mae:6160.93750 [500] validation_0-mae:5272.15674 validation_1-mae:6160.67090 [501] validation_0-mae:5271.24365 validation_1-mae:6160.41260 [502] validation_0-mae:5269.55762 validation_1-mae:6160.43652 [503] validation_0-mae:5268.83643 validation_1-mae:6159.86475 [504] validation_0-mae:5267.37353 validation_1-mae:6159.53857 [505] validation_0-mae:5264.85400 validation_1-mae:6159.05566 [506] validation_0-mae:5260.65869 validation_1-mae:6157.69971 [507] validation_0-mae:5256.15088 validation_1-mae:6156.50049 [508] validation_0-mae:5253.64746 validation_1-mae:6155.38916 [509] validation_0-mae:5249.44531 validation_1-mae:6154.08545 [510] validation_0-mae:5245.92480 validation_1-mae:6151.60303 [511] validation_0-mae:5242.47559 validation_1-mae:6151.38428 [512] validation_0-mae:5239.12744 validation_1-mae:6150.44580 [513] validation_0-mae:5236.38623 validation_1-mae:6150.37744 [514] validation_0-mae:5233.63672 validation_1-mae:6149.82617 [515] validation_0-mae:5230.27588 validation_1-mae:6148.63721 [516] validation_0-mae:5227.39062 validation_1-mae:6148.99756 [517] validation_0-mae:5225.44043 validation_1-mae:6149.41602 [518] validation_0-mae:5224.16260 validation_1-mae:6149.69141 [519] validation_0-mae:5221.64355 validation_1-mae:6149.12549 [520] validation_0-mae:5221.12207 validation_1-mae:6149.09863 [521] validation_0-mae:5218.21582 validation_1-mae:6147.97900 [522] validation_0-mae:5217.36816 validation_1-mae:6147.74072 [523] validation_0-mae:5216.87109 validation_1-mae:6147.76562 [524] validation_0-mae:5215.97119 validation_1-mae:6147.88770 [525] validation_0-mae:5215.78467 validation_1-mae:6147.90625 [526] validation_0-mae:5213.76074 validation_1-mae:6147.55859 [527] validation_0-mae:5212.04053 validation_1-mae:6146.97559 [528] validation_0-mae:5209.16602 validation_1-mae:6145.43457 [529] validation_0-mae:5207.31397 validation_1-mae:6145.59375 [530] validation_0-mae:5205.87158 validation_1-mae:6145.73291 [531] validation_0-mae:5204.94482 validation_1-mae:6145.50635 [532] validation_0-mae:5202.96191 validation_1-mae:6145.60693 [533] validation_0-mae:5201.86182 validation_1-mae:6146.09131 [534] validation_0-mae:5201.25147 validation_1-mae:6146.13623 [535] validation_0-mae:5198.92627 validation_1-mae:6144.09522 [536] validation_0-mae:5198.69189 validation_1-mae:6143.97949 [537] validation_0-mae:5196.44238 validation_1-mae:6142.88818 [538] validation_0-mae:5194.36963 validation_1-mae:6142.00439 [539] validation_0-mae:5191.70850 validation_1-mae:6140.88770 [540] validation_0-mae:5188.76270 validation_1-mae:6140.54443 [541] validation_0-mae:5186.97266 validation_1-mae:6139.50391 [542] validation_0-mae:5184.39453 validation_1-mae:6139.16211 [543] validation_0-mae:5183.33008 validation_1-mae:6139.13281 [544] validation_0-mae:5182.38086 validation_1-mae:6138.30518 [545] validation_0-mae:5180.35352 validation_1-mae:6137.36230 [546] validation_0-mae:5179.56641 validation_1-mae:6137.09033 [547] validation_0-mae:5177.81543 validation_1-mae:6137.22705 [548] validation_0-mae:5175.74414 validation_1-mae:6137.15576 [549] validation_0-mae:5174.41309 validation_1-mae:6136.41357 [550] validation_0-mae:5172.18603 validation_1-mae:6136.40869 [551] validation_0-mae:5171.62500 validation_1-mae:6136.33545 [552] validation_0-mae:5169.88965 validation_1-mae:6135.92236 [553] validation_0-mae:5166.96533 validation_1-mae:6135.30566 [554] validation_0-mae:5165.10303 validation_1-mae:6134.30615 [555] validation_0-mae:5163.43115 validation_1-mae:6134.31055 [556] validation_0-mae:5161.96338 validation_1-mae:6134.41357 [557] validation_0-mae:5161.49512 validation_1-mae:6134.57959 [558] validation_0-mae:5159.25147 validation_1-mae:6134.99170 [559] validation_0-mae:5157.84522 validation_1-mae:6134.67871 [560] validation_0-mae:5157.22510 validation_1-mae:6134.88574 [561] validation_0-mae:5155.64551 validation_1-mae:6133.97754 [562] validation_0-mae:5154.47510 validation_1-mae:6133.13867 [563] validation_0-mae:5152.45459 validation_1-mae:6132.36328 [564] validation_0-mae:5150.06934 validation_1-mae:6132.01416 [565] validation_0-mae:5148.23584 validation_1-mae:6132.40820 [566] validation_0-mae:5146.39600 validation_1-mae:6131.76855 [567] validation_0-mae:5145.87500 validation_1-mae:6131.40918 [568] validation_0-mae:5143.19238 validation_1-mae:6130.82080 [569] validation_0-mae:5140.37012 validation_1-mae:6130.71436 [570] validation_0-mae:5138.76709 validation_1-mae:6130.64648 [571] validation_0-mae:5138.03760 validation_1-mae:6130.62695 [572] validation_0-mae:5137.03564 validation_1-mae:6130.85693 [573] validation_0-mae:5136.18701 validation_1-mae:6130.60010 [574] validation_0-mae:5134.77002 validation_1-mae:6131.09033 [575] validation_0-mae:5133.78418 validation_1-mae:6130.49121 [576] validation_0-mae:5132.88965 validation_1-mae:6130.46240 [577] validation_0-mae:5131.31543 validation_1-mae:6130.16650 [578] validation_0-mae:5130.44336 validation_1-mae:6130.46045 [579] validation_0-mae:5126.83301 validation_1-mae:6129.21924 [580] validation_0-mae:5126.16162 validation_1-mae:6129.25928 [581] validation_0-mae:5124.74951 validation_1-mae:6128.43603 [582] validation_0-mae:5122.82812 validation_1-mae:6127.49853 [583] validation_0-mae:5120.83203 validation_1-mae:6126.20947 [584] validation_0-mae:5119.27930 validation_1-mae:6126.28174 [585] validation_0-mae:5118.46338 validation_1-mae:6125.73047 [586] validation_0-mae:5116.13428 validation_1-mae:6125.41357 [587] validation_0-mae:5113.77246 validation_1-mae:6123.76660 [588] validation_0-mae:5111.53857 validation_1-mae:6122.77881 [589] validation_0-mae:5110.76855 validation_1-mae:6122.80908 [590] validation_0-mae:5108.13721 validation_1-mae:6121.35010 [591] validation_0-mae:5106.66553 validation_1-mae:6121.61523 [592] validation_0-mae:5104.99268 validation_1-mae:6121.55078 [593] validation_0-mae:5103.25928 validation_1-mae:6121.37061 [594] validation_0-mae:5101.12305 validation_1-mae:6121.94141 [595] validation_0-mae:5101.01172 validation_1-mae:6122.19287 [596] validation_0-mae:5100.54932 validation_1-mae:6121.73291 [597] validation_0-mae:5100.34326 validation_1-mae:6121.74268 [598] validation_0-mae:5099.36621 validation_1-mae:6121.18311 [599] validation_0-mae:5098.00977 validation_1-mae:6120.89795 [600] validation_0-mae:5096.36963 validation_1-mae:6121.00830 [601] validation_0-mae:5094.47998 validation_1-mae:6121.58105 [602] validation_0-mae:5092.80615 validation_1-mae:6121.82178 [603] validation_0-mae:5091.13867 validation_1-mae:6121.42090 [604] validation_0-mae:5089.24756 validation_1-mae:6120.75635 [605] validation_0-mae:5087.78027 validation_1-mae:6121.15820 [606] validation_0-mae:5087.44385 validation_1-mae:6120.82715 [607] validation_0-mae:5086.35498 validation_1-mae:6120.79443 [608] validation_0-mae:5084.72070 validation_1-mae:6120.62500 [609] validation_0-mae:5083.10449 validation_1-mae:6120.22363 [610] validation_0-mae:5082.90283 validation_1-mae:6120.33447 [611] validation_0-mae:5082.80908 validation_1-mae:6120.38965 [612] validation_0-mae:5082.37549 validation_1-mae:6120.41504 [613] validation_0-mae:5080.96973 validation_1-mae:6120.74414 [614] validation_0-mae:5079.47705 validation_1-mae:6120.63770 [615] validation_0-mae:5077.21826 validation_1-mae:6120.88135 [616] validation_0-mae:5075.37793 validation_1-mae:6120.38672 [617] validation_0-mae:5073.22559 validation_1-mae:6119.90137 [618] validation_0-mae:5071.93408 validation_1-mae:6119.68555 [619] validation_0-mae:5070.41357 validation_1-mae:6118.86816 [620] validation_0-mae:5069.66455 validation_1-mae:6118.77051 [621] validation_0-mae:5066.76074 validation_1-mae:6118.01074 [622] validation_0-mae:5065.01025 validation_1-mae:6117.51953 [623] validation_0-mae:5064.20996 validation_1-mae:6117.59326 [624] validation_0-mae:5063.06250 validation_1-mae:6117.96973 [625] validation_0-mae:5062.28467 validation_1-mae:6117.27978 [626] validation_0-mae:5061.38232 validation_1-mae:6117.21582 [627] validation_0-mae:5058.88525 validation_1-mae:6116.96436 [628] validation_0-mae:5057.35498 validation_1-mae:6117.00879 [629] validation_0-mae:5057.16846 validation_1-mae:6116.91650 [630] validation_0-mae:5054.82471 validation_1-mae:6115.35889 [631] validation_0-mae:5053.36963 validation_1-mae:6114.56201 [632] validation_0-mae:5052.23291 validation_1-mae:6113.93164 [633] validation_0-mae:5051.22656 validation_1-mae:6113.72022 [634] validation_0-mae:5050.31494 validation_1-mae:6113.31299 [635] validation_0-mae:5048.11426 validation_1-mae:6112.60059 [636] validation_0-mae:5046.43945 validation_1-mae:6112.40723 [637] validation_0-mae:5046.22607 validation_1-mae:6112.17139 [638] validation_0-mae:5045.14014 validation_1-mae:6112.32178 [639] validation_0-mae:5042.99268 validation_1-mae:6111.44336 [640] validation_0-mae:5042.00879 validation_1-mae:6111.44482 [641] validation_0-mae:5041.47754 validation_1-mae:6111.80762 [642] validation_0-mae:5039.14551 validation_1-mae:6111.23682 [643] validation_0-mae:5038.58398 validation_1-mae:6111.34863 [644] validation_0-mae:5036.25195 validation_1-mae:6111.55908 [645] validation_0-mae:5033.47803 validation_1-mae:6110.57227 [646] validation_0-mae:5032.44629 validation_1-mae:6110.47363 [647] validation_0-mae:5031.76465 validation_1-mae:6110.89209 [648] validation_0-mae:5028.24072 validation_1-mae:6109.82959 [649] validation_0-mae:5027.37109 validation_1-mae:6109.99365 [650] validation_0-mae:5026.01758 validation_1-mae:6110.07080 [651] validation_0-mae:5025.21875 validation_1-mae:6110.23145 [652] validation_0-mae:5024.38818 validation_1-mae:6109.90234 [653] validation_0-mae:5022.69434 validation_1-mae:6109.67041 [654] validation_0-mae:5020.08740 validation_1-mae:6110.83691 [655] validation_0-mae:5018.50684 validation_1-mae:6110.37842 [656] validation_0-mae:5015.51660 validation_1-mae:6108.82764 [657] validation_0-mae:5014.57031 validation_1-mae:6108.97949 [658] validation_0-mae:5013.89697 validation_1-mae:6109.11914 [659] validation_0-mae:5011.54834 validation_1-mae:6107.84082 [660] validation_0-mae:5010.24756 validation_1-mae:6107.25586 [661] validation_0-mae:5008.35645 validation_1-mae:6107.01660 [662] validation_0-mae:5007.61670 validation_1-mae:6107.32910 [663] validation_0-mae:5006.80566 validation_1-mae:6107.04590 [664] validation_0-mae:5006.75244 validation_1-mae:6107.06055 [665] validation_0-mae:5005.35791 validation_1-mae:6106.83496 [666] validation_0-mae:5003.34424 validation_1-mae:6106.93652 [667] validation_0-mae:5001.37744 validation_1-mae:6106.95215 [668] validation_0-mae:5000.05225 validation_1-mae:6106.48535 [669] validation_0-mae:4998.38916 validation_1-mae:6105.78027 [670] validation_0-mae:4997.22070 validation_1-mae:6105.33887 [671] validation_0-mae:4996.02588 validation_1-mae:6105.09814 [672] validation_0-mae:4993.79688 validation_1-mae:6103.90186 [673] validation_0-mae:4991.61475 validation_1-mae:6104.01172 [674] validation_0-mae:4990.37353 validation_1-mae:6103.55322 [675] validation_0-mae:4989.47949 validation_1-mae:6103.62061 [676] validation_0-mae:4988.58447 validation_1-mae:6103.37598 [677] validation_0-mae:4987.76758 validation_1-mae:6103.64697 [678] validation_0-mae:4985.90576 validation_1-mae:6102.94385 [679] validation_0-mae:4985.84228 validation_1-mae:6102.93018 [680] validation_0-mae:4985.09033 validation_1-mae:6102.14941 [681] validation_0-mae:4983.78223 validation_1-mae:6102.36865 [682] validation_0-mae:4981.39893 validation_1-mae:6102.44482 [683] validation_0-mae:4979.99512 validation_1-mae:6101.43799 [684] validation_0-mae:4979.05225 validation_1-mae:6101.08838 [685] validation_0-mae:4977.58008 validation_1-mae:6100.70752 [686] validation_0-mae:4977.33301 validation_1-mae:6100.63770 [687] validation_0-mae:4976.10596 validation_1-mae:6100.22852 [688] validation_0-mae:4974.17334 validation_1-mae:6099.16162 [689] validation_0-mae:4970.93701 validation_1-mae:6098.06689 [690] validation_0-mae:4969.12109 validation_1-mae:6098.69531 [691] validation_0-mae:4966.71631 validation_1-mae:6097.91455 [692] validation_0-mae:4964.58203 validation_1-mae:6097.13965 [693] validation_0-mae:4962.71533 validation_1-mae:6096.11133 [694] validation_0-mae:4962.46240 validation_1-mae:6096.09912 [695] validation_0-mae:4960.30225 validation_1-mae:6095.12500 [696] validation_0-mae:4959.09912 validation_1-mae:6094.83350 [697] validation_0-mae:4957.86768 validation_1-mae:6095.27930 [698] validation_0-mae:4957.36377 validation_1-mae:6095.38721 [699] validation_0-mae:4956.12353 validation_1-mae:6095.28076 [700] validation_0-mae:4954.10400 validation_1-mae:6095.09375 [701] validation_0-mae:4951.90625 validation_1-mae:6094.47803 [702] validation_0-mae:4949.10791 validation_1-mae:6093.93750 [703] validation_0-mae:4948.09863 validation_1-mae:6093.47363 [704] validation_0-mae:4947.40869 validation_1-mae:6093.23389 [705] validation_0-mae:4945.05957 validation_1-mae:6092.84180 [706] validation_0-mae:4942.78516 validation_1-mae:6091.91113 [707] validation_0-mae:4942.30127 validation_1-mae:6091.80371 [708] validation_0-mae:4942.14014 validation_1-mae:6091.85352 [709] validation_0-mae:4941.86719 validation_1-mae:6092.23047 [710] validation_0-mae:4938.88477 validation_1-mae:6091.33105 [711] validation_0-mae:4936.20117 validation_1-mae:6090.02148 [712] validation_0-mae:4934.49316 validation_1-mae:6089.72803 [713] validation_0-mae:4933.33203 validation_1-mae:6088.97314 [714] validation_0-mae:4931.59326 validation_1-mae:6088.66797 [715] validation_0-mae:4929.97900 validation_1-mae:6089.18213 [716] validation_0-mae:4927.71728 validation_1-mae:6088.19922 [717] validation_0-mae:4926.41895 validation_1-mae:6088.41016 [718] validation_0-mae:4924.66602 validation_1-mae:6088.44678 [719] validation_0-mae:4924.24463 validation_1-mae:6088.68408 [720] validation_0-mae:4923.44580 validation_1-mae:6088.91699 [721] validation_0-mae:4922.12744 validation_1-mae:6089.02246 [722] validation_0-mae:4921.28369 validation_1-mae:6089.00635 [723] validation_0-mae:4918.86816 validation_1-mae:6088.32373 [724] validation_0-mae:4917.82764 validation_1-mae:6088.43945 [725] validation_0-mae:4916.00684 validation_1-mae:6087.91211 [726] validation_0-mae:4915.36572 validation_1-mae:6088.12939 [727] validation_0-mae:4913.37061 validation_1-mae:6087.30078 [728] validation_0-mae:4912.33496 validation_1-mae:6087.30518 [729] validation_0-mae:4910.26270 validation_1-mae:6088.02539 [730] validation_0-mae:4908.30078 validation_1-mae:6086.96582 [731] validation_0-mae:4906.45996 validation_1-mae:6085.74316 [732] validation_0-mae:4905.45898 validation_1-mae:6085.46191 [733] validation_0-mae:4902.77148 validation_1-mae:6085.39404 [734] validation_0-mae:4901.60645 validation_1-mae:6085.36816 [735] validation_0-mae:4900.82861 validation_1-mae:6085.39111 [736] validation_0-mae:4899.93408 validation_1-mae:6085.33301 [737] validation_0-mae:4898.10449 validation_1-mae:6084.65723 [738] validation_0-mae:4896.11426 validation_1-mae:6084.97168 [739] validation_0-mae:4894.77734 validation_1-mae:6085.16650 [740] validation_0-mae:4893.19727 validation_1-mae:6084.40820 [741] validation_0-mae:4892.62061 validation_1-mae:6084.78467 [742] validation_0-mae:4891.77978 validation_1-mae:6084.58887 [743] validation_0-mae:4890.74707 validation_1-mae:6084.77441 [744] validation_0-mae:4889.08984 validation_1-mae:6084.62744 [745] validation_0-mae:4888.58887 validation_1-mae:6084.73486 [746] validation_0-mae:4888.20703 validation_1-mae:6084.89355 [747] validation_0-mae:4886.50391 validation_1-mae:6085.09082 [748] validation_0-mae:4884.67676 validation_1-mae:6083.95312 [749] validation_0-mae:4883.90576 validation_1-mae:6083.93018 [750] validation_0-mae:4882.00342 validation_1-mae:6083.47656 [751] validation_0-mae:4880.18652 validation_1-mae:6084.09277 [752] validation_0-mae:4877.77197 validation_1-mae:6083.11084 [753] validation_0-mae:4875.68945 validation_1-mae:6082.39551 [754] validation_0-mae:4874.24414 validation_1-mae:6083.02978 [755] validation_0-mae:4872.73389 validation_1-mae:6082.73730 [756] validation_0-mae:4871.48242 validation_1-mae:6082.44922 [757] validation_0-mae:4870.34863 validation_1-mae:6083.12549 [758] validation_0-mae:4867.58545 validation_1-mae:6082.50342 [759] validation_0-mae:4867.08838 validation_1-mae:6082.65918 [760] validation_0-mae:4866.75635 validation_1-mae:6082.47412 [761] validation_0-mae:4865.88477 validation_1-mae:6082.94727 [762] validation_0-mae:4863.99609 validation_1-mae:6082.74756 [763] validation_0-mae:4861.06055 validation_1-mae:6082.31250 [764] validation_0-mae:4858.61768 validation_1-mae:6080.93066 [765] validation_0-mae:4856.89600 validation_1-mae:6080.03076 [766] validation_0-mae:4855.93555 validation_1-mae:6079.89746 [767] validation_0-mae:4854.89014 validation_1-mae:6079.89160 [768] validation_0-mae:4854.34131 validation_1-mae:6079.40332 [769] validation_0-mae:4853.53564 validation_1-mae:6079.12305 [770] validation_0-mae:4852.93408 validation_1-mae:6078.84424 [771] validation_0-mae:4851.82324 validation_1-mae:6078.87012 [772] validation_0-mae:4851.02393 validation_1-mae:6078.62744 [773] validation_0-mae:4850.78809 validation_1-mae:6078.52490 [774] validation_0-mae:4850.15283 validation_1-mae:6078.42236 [775] validation_0-mae:4848.31738 validation_1-mae:6078.23877 [776] validation_0-mae:4847.57764 validation_1-mae:6078.03174 [777] validation_0-mae:4846.26416 validation_1-mae:6078.19775 [778] validation_0-mae:4844.42773 validation_1-mae:6078.01660 [779] validation_0-mae:4842.89600 validation_1-mae:6077.95264 [780] validation_0-mae:4841.99902 validation_1-mae:6077.91943 [781] validation_0-mae:4840.21191 validation_1-mae:6077.29199 [782] validation_0-mae:4838.55420 validation_1-mae:6076.12109 [783] validation_0-mae:4837.89062 validation_1-mae:6076.01514 [784] validation_0-mae:4837.24561 validation_1-mae:6075.29639 [785] validation_0-mae:4834.90381 validation_1-mae:6075.16406 [786] validation_0-mae:4833.34814 validation_1-mae:6074.97705 [787] validation_0-mae:4833.32178 validation_1-mae:6075.04785 [788] validation_0-mae:4832.97705 validation_1-mae:6075.06006 [789] validation_0-mae:4831.59180 validation_1-mae:6074.58643 [790] validation_0-mae:4830.62988 validation_1-mae:6074.78711 [791] validation_0-mae:4829.39990 validation_1-mae:6074.93848 [792] validation_0-mae:4827.28760 validation_1-mae:6074.60645 [793] validation_0-mae:4826.28027 validation_1-mae:6074.60352 [794] validation_0-mae:4825.09228 validation_1-mae:6074.37744 [795] validation_0-mae:4822.58350 validation_1-mae:6073.04004 [796] validation_0-mae:4822.35449 validation_1-mae:6073.14453 [797] validation_0-mae:4820.78955 validation_1-mae:6072.84277 [798] validation_0-mae:4819.79297 validation_1-mae:6072.65967 [799] validation_0-mae:4819.19238 validation_1-mae:6072.46728 [800] validation_0-mae:4818.92578 validation_1-mae:6072.57910 [801] validation_0-mae:4817.96338 validation_1-mae:6072.46240 [802] validation_0-mae:4816.84961 validation_1-mae:6072.54785 [803] validation_0-mae:4814.61523 validation_1-mae:6071.52783 [804] validation_0-mae:4812.65137 validation_1-mae:6071.50147 [805] validation_0-mae:4811.72217 validation_1-mae:6070.87744 [806] validation_0-mae:4810.64062 validation_1-mae:6070.83838 [807] validation_0-mae:4808.95654 validation_1-mae:6071.25342 [808] validation_0-mae:4806.78955 validation_1-mae:6070.65381 [809] validation_0-mae:4805.08057 validation_1-mae:6070.26270 [810] validation_0-mae:4803.55127 validation_1-mae:6070.18994 [811] validation_0-mae:4801.41260 validation_1-mae:6069.08496 [812] validation_0-mae:4799.18115 validation_1-mae:6068.47754 [813] validation_0-mae:4797.10498 validation_1-mae:6067.72070 [814] validation_0-mae:4795.76074 validation_1-mae:6067.37647 [815] validation_0-mae:4794.31006 validation_1-mae:6067.93164 [816] validation_0-mae:4793.33984 validation_1-mae:6067.70020 [817] validation_0-mae:4792.54102 validation_1-mae:6067.52148 [818] validation_0-mae:4790.40088 validation_1-mae:6068.51709 [819] validation_0-mae:4789.78125 validation_1-mae:6068.70068 [820] validation_0-mae:4789.33740 validation_1-mae:6068.85498 [821] validation_0-mae:4788.93848 validation_1-mae:6069.01465 [822] validation_0-mae:4787.39160 validation_1-mae:6068.64502 [823] validation_0-mae:4786.39600 validation_1-mae:6068.38721 [824] validation_0-mae:4785.80615 validation_1-mae:6068.25000 [825] validation_0-mae:4784.10645 validation_1-mae:6068.23584 [826] validation_0-mae:4783.29492 validation_1-mae:6067.95947 [827] validation_0-mae:4782.76758 validation_1-mae:6067.98633 [828] validation_0-mae:4782.08252 validation_1-mae:6067.98877 [829] validation_0-mae:4781.73535 validation_1-mae:6067.73438 [830] validation_0-mae:4781.68994 validation_1-mae:6067.73096 [831] validation_0-mae:4780.88330 validation_1-mae:6067.57910 [832] validation_0-mae:4780.55859 validation_1-mae:6067.87256 [833] validation_0-mae:4779.11914 validation_1-mae:6067.49512 [834] validation_0-mae:4777.70508 validation_1-mae:6067.49365 [835] validation_0-mae:4776.57471 validation_1-mae:6067.85010 [836] validation_0-mae:4774.14746 validation_1-mae:6067.22266 [837] validation_0-mae:4772.60352 validation_1-mae:6067.47852 [838] validation_0-mae:4771.35889 validation_1-mae:6067.22070 [839] validation_0-mae:4769.40869 validation_1-mae:6067.05615 [840] validation_0-mae:4767.18555 validation_1-mae:6066.13477 [841] validation_0-mae:4765.51416 validation_1-mae:6065.58496 [842] validation_0-mae:4762.97852 validation_1-mae:6065.66260 [843] validation_0-mae:4760.98193 validation_1-mae:6065.38623 [844] validation_0-mae:4760.40576 validation_1-mae:6065.38086 [845] validation_0-mae:4759.87402 validation_1-mae:6065.40283 [846] validation_0-mae:4758.78955 validation_1-mae:6065.44629 [847] validation_0-mae:4757.43115 validation_1-mae:6065.43603 [848] validation_0-mae:4756.45654 validation_1-mae:6065.30078 [849] validation_0-mae:4755.44580 validation_1-mae:6064.48193 [850] validation_0-mae:4754.82520 validation_1-mae:6064.33203 [851] validation_0-mae:4753.57324 validation_1-mae:6064.07031 [852] validation_0-mae:4752.81006 validation_1-mae:6063.78320 [853] validation_0-mae:4752.08203 validation_1-mae:6063.90332 [854] validation_0-mae:4751.60791 validation_1-mae:6063.65381 [855] validation_0-mae:4751.18945 validation_1-mae:6063.56397 [856] validation_0-mae:4750.10889 validation_1-mae:6063.49707 [857] validation_0-mae:4748.55762 validation_1-mae:6063.86426 [858] validation_0-mae:4747.16260 validation_1-mae:6062.88086 [859] validation_0-mae:4744.68994 validation_1-mae:6062.52539 [860] validation_0-mae:4742.86279 validation_1-mae:6061.97119 [861] validation_0-mae:4741.04590 validation_1-mae:6062.11914 [862] validation_0-mae:4739.41504 validation_1-mae:6061.60010 [863] validation_0-mae:4737.60693 validation_1-mae:6061.07471 [864] validation_0-mae:4735.93115 validation_1-mae:6060.68945 [865] validation_0-mae:4734.67578 validation_1-mae:6060.54785 [866] validation_0-mae:4734.04639 validation_1-mae:6060.42285 [867] validation_0-mae:4732.83350 validation_1-mae:6060.41602 [868] validation_0-mae:4731.03125 validation_1-mae:6060.39648 [869] validation_0-mae:4729.78516 validation_1-mae:6060.15625 [870] validation_0-mae:4728.91992 validation_1-mae:6060.09228 [871] validation_0-mae:4727.79590 validation_1-mae:6060.36719 [872] validation_0-mae:4725.67139 validation_1-mae:6058.89941 [873] validation_0-mae:4724.11426 validation_1-mae:6058.61719 [874] validation_0-mae:4722.42285 validation_1-mae:6059.15625 [875] validation_0-mae:4721.36572 validation_1-mae:6060.35010 [876] validation_0-mae:4720.46338 validation_1-mae:6060.47022 [877] validation_0-mae:4719.20557 validation_1-mae:6060.68311 [878] validation_0-mae:4718.62402 validation_1-mae:6060.59180 [879] validation_0-mae:4717.26416 validation_1-mae:6060.66455 [880] validation_0-mae:4715.81934 validation_1-mae:6060.56397 [881] validation_0-mae:4714.08301 validation_1-mae:6060.47266 [882] validation_0-mae:4712.77295 validation_1-mae:6060.02393 [883] validation_0-mae:4711.30566 validation_1-mae:6059.72852 [884] validation_0-mae:4710.11621 validation_1-mae:6059.49365 [885] validation_0-mae:4708.87500 validation_1-mae:6059.69922 [886] validation_0-mae:4707.04834 validation_1-mae:6059.31152 [887] validation_0-mae:4705.34912 validation_1-mae:6059.50244 [888] validation_0-mae:4703.34131 validation_1-mae:6058.34961 [889] validation_0-mae:4701.77393 validation_1-mae:6057.97461 [890] validation_0-mae:4699.75293 validation_1-mae:6058.40967 [891] validation_0-mae:4698.31299 validation_1-mae:6058.45215 [892] validation_0-mae:4697.21240 validation_1-mae:6058.60498 [893] validation_0-mae:4696.18213 validation_1-mae:6058.71436 [894] validation_0-mae:4695.53613 validation_1-mae:6058.52393 [895] validation_0-mae:4693.72754 validation_1-mae:6058.85449 [896] validation_0-mae:4691.89502 validation_1-mae:6058.03564 [897] validation_0-mae:4689.74658 validation_1-mae:6057.88916 [898] validation_0-mae:4688.52148 validation_1-mae:6058.08545 [899] validation_0-mae:4686.31397 validation_1-mae:6057.18115 [900] validation_0-mae:4684.77393 validation_1-mae:6055.99951 [901] validation_0-mae:4682.48730 validation_1-mae:6054.65918 [902] validation_0-mae:4681.46924 validation_1-mae:6055.03223 [903] validation_0-mae:4680.41113 validation_1-mae:6054.91113 [904] validation_0-mae:4679.13184 validation_1-mae:6054.71484 [905] validation_0-mae:4678.13916 validation_1-mae:6054.75439 [906] validation_0-mae:4677.08887 validation_1-mae:6055.03369 [907] validation_0-mae:4676.00732 validation_1-mae:6055.05518 [908] validation_0-mae:4674.28711 validation_1-mae:6054.69531 [909] validation_0-mae:4672.06201 validation_1-mae:6054.76953 [910] validation_0-mae:4669.98779 validation_1-mae:6055.22852 [911] validation_0-mae:4668.56201 validation_1-mae:6055.51611 [912] validation_0-mae:4666.46143 validation_1-mae:6054.37647 [913] validation_0-mae:4664.82520 validation_1-mae:6053.92383 [914] validation_0-mae:4663.54150 validation_1-mae:6053.29639 [915] validation_0-mae:4662.57910 validation_1-mae:6053.06592 [916] validation_0-mae:4661.64453 validation_1-mae:6053.22412 [917] validation_0-mae:4661.21289 validation_1-mae:6053.33105 [918] validation_0-mae:4659.92480 validation_1-mae:6053.39014 [919] validation_0-mae:4658.21289 validation_1-mae:6053.19189 [920] validation_0-mae:4656.60205 validation_1-mae:6053.09228 [921] validation_0-mae:4654.94775 validation_1-mae:6052.94434 [922] validation_0-mae:4652.90283 validation_1-mae:6052.35156 [923] validation_0-mae:4651.65674 validation_1-mae:6052.03857 [924] validation_0-mae:4650.27051 validation_1-mae:6051.93848 [925] validation_0-mae:4648.84766 validation_1-mae:6050.67920 [926] validation_0-mae:4646.87744 validation_1-mae:6049.61475 [927] validation_0-mae:4645.86572 validation_1-mae:6049.40723 [928] validation_0-mae:4644.58203 validation_1-mae:6049.14697 [929] validation_0-mae:4643.26514 validation_1-mae:6049.40772 [930] validation_0-mae:4641.98242 validation_1-mae:6049.07666 [931] validation_0-mae:4640.39648 validation_1-mae:6048.66162 [932] validation_0-mae:4639.14453 validation_1-mae:6048.20850 [933] validation_0-mae:4638.84814 validation_1-mae:6047.98779 [934] validation_0-mae:4636.80615 validation_1-mae:6047.81836 [935] validation_0-mae:4635.33740 validation_1-mae:6047.84570 [936] validation_0-mae:4633.75635 validation_1-mae:6047.31494 [937] validation_0-mae:4632.31641 validation_1-mae:6047.56982 [938] validation_0-mae:4630.63672 validation_1-mae:6047.60107 [939] validation_0-mae:4629.61133 validation_1-mae:6047.83301 [940] validation_0-mae:4628.28125 validation_1-mae:6047.68603 [941] validation_0-mae:4626.92822 validation_1-mae:6046.99268 [942] validation_0-mae:4625.08008 validation_1-mae:6046.43408 [943] validation_0-mae:4623.93555 validation_1-mae:6046.58887 [944] validation_0-mae:4622.44629 validation_1-mae:6046.23877 [945] validation_0-mae:4621.76025 validation_1-mae:6046.43262 [946] validation_0-mae:4621.52832 validation_1-mae:6046.30713 [947] validation_0-mae:4619.71240 validation_1-mae:6046.63818 [948] validation_0-mae:4617.98438 validation_1-mae:6046.58203 [949] validation_0-mae:4616.56982 validation_1-mae:6046.38281 [950] validation_0-mae:4614.61133 validation_1-mae:6045.97070 [951] validation_0-mae:4613.94043 validation_1-mae:6046.17871 [952] validation_0-mae:4613.11914 validation_1-mae:6045.81738 [953] validation_0-mae:4611.77930 validation_1-mae:6045.22900 [954] validation_0-mae:4609.90381 validation_1-mae:6045.07617 [955] validation_0-mae:4608.09473 validation_1-mae:6045.12598 [956] validation_0-mae:4605.74658 validation_1-mae:6044.68457 [957] validation_0-mae:4604.38135 validation_1-mae:6045.26562 [958] validation_0-mae:4603.51074 validation_1-mae:6045.06982 [959] validation_0-mae:4602.44824 validation_1-mae:6044.76416 [960] validation_0-mae:4601.89355 validation_1-mae:6044.76562 [961] validation_0-mae:4600.49561 validation_1-mae:6044.90088 [962] validation_0-mae:4599.41162 validation_1-mae:6045.14648 [963] validation_0-mae:4598.10889 validation_1-mae:6045.41748 [964] validation_0-mae:4596.58643 validation_1-mae:6045.22559 [965] validation_0-mae:4594.86377 validation_1-mae:6044.67188 [966] validation_0-mae:4593.54150 validation_1-mae:6044.54785 [967] validation_0-mae:4592.14551 validation_1-mae:6044.31006 [968] validation_0-mae:4590.46387 validation_1-mae:6043.91406 [969] validation_0-mae:4588.87842 validation_1-mae:6044.09814 [970] validation_0-mae:4587.58105 validation_1-mae:6043.94482 [971] validation_0-mae:4586.07812 validation_1-mae:6043.26562 [972] validation_0-mae:4584.37402 validation_1-mae:6042.34522 [973] validation_0-mae:4583.01855 validation_1-mae:6042.38037 [974] validation_0-mae:4582.43262 validation_1-mae:6042.11572 [975] validation_0-mae:4580.83936 validation_1-mae:6042.32861 [976] validation_0-mae:4579.41113 validation_1-mae:6042.84619 [977] validation_0-mae:4578.31250 validation_1-mae:6043.09082 [978] validation_0-mae:4577.17041 validation_1-mae:6043.63037 [979] validation_0-mae:4575.24707 validation_1-mae:6043.25928 [980] validation_0-mae:4573.88477 validation_1-mae:6043.13721 [981] validation_0-mae:4572.66748 validation_1-mae:6043.28662 [982] validation_0-mae:4570.63867 validation_1-mae:6043.00781 [983] validation_0-mae:4569.35254 validation_1-mae:6043.28564 [984] validation_0-mae:4568.19385 validation_1-mae:6043.06494 [985] validation_0-mae:4566.85840 validation_1-mae:6042.97363 [986] validation_0-mae:4565.98828 validation_1-mae:6042.83252 [987] validation_0-mae:4564.11279 validation_1-mae:6042.84522 [988] validation_0-mae:4562.57715 validation_1-mae:6042.84961 [989] validation_0-mae:4561.13867 validation_1-mae:6042.45850 [990] validation_0-mae:4559.94580 validation_1-mae:6042.81543 [991] validation_0-mae:4559.26807 validation_1-mae:6042.77588 [992] validation_0-mae:4558.33252 validation_1-mae:6043.12549 [993] validation_0-mae:4557.66650 validation_1-mae:6043.11914 [994] validation_0-mae:4556.78369 validation_1-mae:6042.99902 [995] validation_0-mae:4554.94092 validation_1-mae:6042.79932 [996] validation_0-mae:4554.50195 validation_1-mae:6043.07227 [997] validation_0-mae:4552.73193 validation_1-mae:6043.18115 [998] validation_0-mae:4551.94482 validation_1-mae:6043.02441 [999] validation_0-mae:4550.55176 validation_1-mae:6042.86426 [1000] validation_0-mae:4549.66504 validation_1-mae:6042.54834 [1001] validation_0-mae:4548.42822 validation_1-mae:6041.60254 [1002] validation_0-mae:4547.42725 validation_1-mae:6041.75684 [1003] validation_0-mae:4546.33057 validation_1-mae:6041.49805 [1004] validation_0-mae:4545.11035 validation_1-mae:6041.49658 [1005] validation_0-mae:4543.92871 validation_1-mae:6041.03027 [1006] validation_0-mae:4542.84131 validation_1-mae:6040.65332 [1007] validation_0-mae:4541.85449 validation_1-mae:6040.94385 [1008] validation_0-mae:4541.46143 validation_1-mae:6040.60547 [1009] validation_0-mae:4540.65869 validation_1-mae:6040.56885 [1010] validation_0-mae:4539.71533 validation_1-mae:6040.62988 [1011] validation_0-mae:4538.52832 validation_1-mae:6040.61719 [1012] validation_0-mae:4536.47266 validation_1-mae:6040.46728 [1013] validation_0-mae:4534.71777 validation_1-mae:6039.70068 [1014] validation_0-mae:4533.43799 validation_1-mae:6039.80420 [1015] validation_0-mae:4533.16406 validation_1-mae:6039.83838 [1016] validation_0-mae:4532.65332 validation_1-mae:6039.93457 [1017] validation_0-mae:4531.40967 validation_1-mae:6040.14160 [1018] validation_0-mae:4529.39258 validation_1-mae:6040.31445 [1019] validation_0-mae:4528.35693 validation_1-mae:6040.69482 [1020] validation_0-mae:4527.76514 validation_1-mae:6040.73877 [1021] validation_0-mae:4526.27246 validation_1-mae:6040.27490 [1022] validation_0-mae:4524.74121 validation_1-mae:6041.13281 [1023] validation_0-mae:4523.72314 validation_1-mae:6040.98193 [1024] validation_0-mae:4522.86914 validation_1-mae:6041.10693 [1025] validation_0-mae:4522.36816 validation_1-mae:6041.53711 [1026] validation_0-mae:4520.66406 validation_1-mae:6042.16309 [1027] validation_0-mae:4520.60156 validation_1-mae:6042.28809 [1028] validation_0-mae:4520.33643 validation_1-mae:6042.16357 [1029] validation_0-mae:4519.46582 validation_1-mae:6041.86328 [1030] validation_0-mae:4518.51611 validation_1-mae:6041.72266 [1031] validation_0-mae:4518.30908 validation_1-mae:6041.67725 [1032] validation_0-mae:4517.96484 validation_1-mae:6041.48242 [1033] validation_0-mae:4516.69678 validation_1-mae:6042.03662 [1034] validation_0-mae:4515.66162 validation_1-mae:6041.61914 [1035] validation_0-mae:4515.02637 validation_1-mae:6041.48486 [1036] validation_0-mae:4512.99072 validation_1-mae:6041.18408 [1037] validation_0-mae:4511.27637 validation_1-mae:6041.22363 [1038] validation_0-mae:4510.11621 validation_1-mae:6041.82129 [1039] validation_0-mae:4509.82129 validation_1-mae:6041.72217 [1040] validation_0-mae:4509.46533 validation_1-mae:6041.94385 [1041] validation_0-mae:4508.89258 validation_1-mae:6041.48389 [1042] validation_0-mae:4507.68603 validation_1-mae:6040.98096 [1043] validation_0-mae:4505.73242 validation_1-mae:6040.28662 [1044] validation_0-mae:4503.92236 validation_1-mae:6040.14795 [1045] validation_0-mae:4502.46924 validation_1-mae:6039.51855 [1046] validation_0-mae:4500.40625 validation_1-mae:6039.25586 [1047] validation_0-mae:4499.20117 validation_1-mae:6039.95068 [1048] validation_0-mae:4498.08203 validation_1-mae:6040.21094 [1049] validation_0-mae:4496.38818 validation_1-mae:6039.65283 [1050] validation_0-mae:4495.39258 validation_1-mae:6039.76562 [1051] validation_0-mae:4494.52393 validation_1-mae:6040.53125 [1052] validation_0-mae:4493.10107 validation_1-mae:6040.33057 [1053] validation_0-mae:4491.97461 validation_1-mae:6040.15576 [1054] validation_0-mae:4490.38818 validation_1-mae:6040.54639 [1055] validation_0-mae:4489.78613 validation_1-mae:6041.01074 [1056] validation_0-mae:4488.89697 validation_1-mae:6041.04443 [1057] validation_0-mae:4487.33838 validation_1-mae:6040.79102 [1058] validation_0-mae:4486.25928 validation_1-mae:6040.81445 [1059] validation_0-mae:4484.67920 validation_1-mae:6040.17090 [1060] validation_0-mae:4483.66748 validation_1-mae:6040.52783 [1061] validation_0-mae:4482.64453 validation_1-mae:6040.30908 [1062] validation_0-mae:4481.35986 validation_1-mae:6040.32715 [1063] validation_0-mae:4479.95215 validation_1-mae:6040.34375 [1064] validation_0-mae:4479.04883 validation_1-mae:6040.85693 [1065] validation_0-mae:4478.28467 validation_1-mae:6040.75439 [1066] validation_0-mae:4476.76904 validation_1-mae:6041.08496 [1067] validation_0-mae:4475.60205 validation_1-mae:6040.98340 [1068] validation_0-mae:4474.48730 validation_1-mae:6040.60889 [1069] validation_0-mae:4473.46143 validation_1-mae:6040.75391 [1070] validation_0-mae:4472.90283 validation_1-mae:6040.80127 [1071] validation_0-mae:4471.82422 validation_1-mae:6040.79932 [1072] validation_0-mae:4471.47070 validation_1-mae:6040.98145 [1073] validation_0-mae:4470.69531 validation_1-mae:6040.87158 [1074] validation_0-mae:4469.85107 validation_1-mae:6040.87353 [1075] validation_0-mae:4467.55469 validation_1-mae:6041.16504 [1076] validation_0-mae:4466.68750 validation_1-mae:6041.06103 [1077] validation_0-mae:4465.91602 validation_1-mae:6040.72852 [1078] validation_0-mae:4465.83594 validation_1-mae:6040.67041 [1079] validation_0-mae:4465.07959 validation_1-mae:6040.45947 [1080] validation_0-mae:4464.19482 validation_1-mae:6040.98145 [1081] validation_0-mae:4463.39844 validation_1-mae:6041.13623 [1082] validation_0-mae:4461.77490 validation_1-mae:6040.83643 [1083] validation_0-mae:4460.71777 validation_1-mae:6041.06152 [1084] validation_0-mae:4458.09180 validation_1-mae:6040.57227 [1085] validation_0-mae:4455.94678 validation_1-mae:6040.51611 [1086] validation_0-mae:4454.44824 validation_1-mae:6040.46484 [1087] validation_0-mae:4453.79102 validation_1-mae:6040.59180 [1088] validation_0-mae:4452.53906 validation_1-mae:6041.35742 [1089] validation_0-mae:4451.40869 validation_1-mae:6041.62891 [1090] validation_0-mae:4450.17236 validation_1-mae:6041.50439 [1091] validation_0-mae:4449.87402 validation_1-mae:6041.51953 [1092] validation_0-mae:4448.71924 validation_1-mae:6041.47998 [1093] validation_0-mae:4448.21240 validation_1-mae:6041.42529 [1094] validation_0-mae:4447.56152 validation_1-mae:6041.40381 [1095] validation_0-mae:4445.81836 validation_1-mae:6041.50342 [1096] validation_0-mae:4445.08447 validation_1-mae:6041.91650 [1097] validation_0-mae:4443.65381 validation_1-mae:6041.39111 [1098] validation_0-mae:4443.34326 validation_1-mae:6041.75732 [1099] validation_0-mae:4441.27881 validation_1-mae:6041.42627 [1100] validation_0-mae:4439.61670 validation_1-mae:6040.82373 [1101] validation_0-mae:4439.00732 validation_1-mae:6041.27490 [1102] validation_0-mae:4437.89795 validation_1-mae:6041.12207 [1103] validation_0-mae:4437.06641 validation_1-mae:6041.43994 [1104] validation_0-mae:4436.16211 validation_1-mae:6041.62647 [1105] validation_0-mae:4435.36279 validation_1-mae:6041.40088 [1106] validation_0-mae:4435.17480 validation_1-mae:6041.43701 [1107] validation_0-mae:4433.34082 validation_1-mae:6041.65430 [1108] validation_0-mae:4431.90576 validation_1-mae:6041.80664 [1109] validation_0-mae:4430.97168 validation_1-mae:6041.66943 [1110] validation_0-mae:4430.20459 validation_1-mae:6041.77051 [1111] validation_0-mae:4429.48486 validation_1-mae:6041.77978 [1112] validation_0-mae:4427.72705 validation_1-mae:6040.73291 [1113] validation_0-mae:4426.89990 validation_1-mae:6040.66846 [1114] validation_0-mae:4425.68066 validation_1-mae:6040.12353 [1115] validation_0-mae:4423.87744 validation_1-mae:6039.93652 [1116] validation_0-mae:4422.81885 validation_1-mae:6039.56982 [1117] validation_0-mae:4421.89404 validation_1-mae:6039.44629 [1118] validation_0-mae:4421.07959 validation_1-mae:6039.52002 [1119] validation_0-mae:4420.15772 validation_1-mae:6039.10059 [1120] validation_0-mae:4418.77734 validation_1-mae:6039.54834 [1121] validation_0-mae:4417.73047 validation_1-mae:6039.15576 [1122] validation_0-mae:4416.25147 validation_1-mae:6039.33789 [1123] validation_0-mae:4415.47314 validation_1-mae:6038.78467 [1124] validation_0-mae:4415.19824 validation_1-mae:6038.77734 [1125] validation_0-mae:4414.25293 validation_1-mae:6038.84717 [1126] validation_0-mae:4413.87256 validation_1-mae:6038.68164 [1127] validation_0-mae:4412.98682 validation_1-mae:6038.86621 [1128] validation_0-mae:4412.74414 validation_1-mae:6038.70654 [1129] validation_0-mae:4412.26709 validation_1-mae:6038.42188 [1130] validation_0-mae:4411.43066 validation_1-mae:6038.45801 [1131] validation_0-mae:4410.67969 validation_1-mae:6038.13086 [1132] validation_0-mae:4409.90527 validation_1-mae:6038.14453 [1133] validation_0-mae:4409.68213 validation_1-mae:6038.02539 [1134] validation_0-mae:4408.95850 validation_1-mae:6037.69189 [1135] validation_0-mae:4408.23340 validation_1-mae:6037.71728 [1136] validation_0-mae:4406.91211 validation_1-mae:6037.46582 [1137] validation_0-mae:4405.86719 validation_1-mae:6038.05518 [1138] validation_0-mae:4404.45801 validation_1-mae:6037.93164 [1139] validation_0-mae:4403.08154 validation_1-mae:6037.14209 [1140] validation_0-mae:4402.23242 validation_1-mae:6036.97607 [1141] validation_0-mae:4401.81641 validation_1-mae:6036.86621 [1142] validation_0-mae:4400.60352 validation_1-mae:6037.17773 [1143] validation_0-mae:4400.50635 validation_1-mae:6037.22314 [1144] validation_0-mae:4399.63086 validation_1-mae:6036.80273 [1145] validation_0-mae:4398.37451 validation_1-mae:6036.66943 [1146] validation_0-mae:4398.30957 validation_1-mae:6036.61670 [1147] validation_0-mae:4398.07617 validation_1-mae:6036.39014 [1148] validation_0-mae:4396.60400 validation_1-mae:6035.95947 [1149] validation_0-mae:4395.86133 validation_1-mae:6036.16016 [1150] validation_0-mae:4394.97314 validation_1-mae:6035.99561 [1151] validation_0-mae:4393.83301 validation_1-mae:6035.75684 [1152] validation_0-mae:4392.92383 validation_1-mae:6035.59766 [1153] validation_0-mae:4390.87549 validation_1-mae:6034.32129 [1154] validation_0-mae:4389.45996 validation_1-mae:6034.31445 [1155] validation_0-mae:4388.99512 validation_1-mae:6034.36182 [1156] validation_0-mae:4387.55518 validation_1-mae:6034.22949 [1157] validation_0-mae:4386.40478 validation_1-mae:6034.02930 [1158] validation_0-mae:4385.23340 validation_1-mae:6033.83105 [1159] validation_0-mae:4384.83545 validation_1-mae:6033.76807 [1160] validation_0-mae:4384.47949 validation_1-mae:6033.88330 [1161] validation_0-mae:4383.34375 validation_1-mae:6033.66699 [1162] validation_0-mae:4382.43066 validation_1-mae:6033.41016 [1163] validation_0-mae:4381.17285 validation_1-mae:6033.53613 [1164] validation_0-mae:4379.53760 validation_1-mae:6033.23340 [1165] validation_0-mae:4379.12109 validation_1-mae:6033.00195 [1166] validation_0-mae:4377.86719 validation_1-mae:6033.13281 [1167] validation_0-mae:4376.84814 validation_1-mae:6032.75977 [1168] validation_0-mae:4376.32812 validation_1-mae:6032.77100 [1169] validation_0-mae:4375.70654 validation_1-mae:6032.64209 [1170] validation_0-mae:4374.97949 validation_1-mae:6032.49365 [1171] validation_0-mae:4372.77783 validation_1-mae:6032.52686 [1172] validation_0-mae:4371.57227 validation_1-mae:6033.23779 [1173] validation_0-mae:4370.06982 validation_1-mae:6033.17236 [1174] validation_0-mae:4369.24805 validation_1-mae:6033.45264 [1175] validation_0-mae:4368.31934 validation_1-mae:6033.73096 [1176] validation_0-mae:4366.74365 validation_1-mae:6033.18213 [1177] validation_0-mae:4365.51611 validation_1-mae:6032.80957 [1178] validation_0-mae:4364.52832 validation_1-mae:6033.14209 [1179] validation_0-mae:4363.83350 validation_1-mae:6033.26318 [1180] validation_0-mae:4362.34863 validation_1-mae:6033.76074 [1181] validation_0-mae:4360.96045 validation_1-mae:6033.64404 [1182] validation_0-mae:4358.83203 validation_1-mae:6032.96191 [1183] validation_0-mae:4358.00488 validation_1-mae:6032.85889 [1184] validation_0-mae:4357.37402 validation_1-mae:6032.72266 [1185] validation_0-mae:4356.47119 validation_1-mae:6032.49951 [1186] validation_0-mae:4355.93799 validation_1-mae:6032.22852 [1187] validation_0-mae:4355.01270 validation_1-mae:6032.54346 [1188] validation_0-mae:4353.23926 validation_1-mae:6032.88965 [1189] validation_0-mae:4351.83984 validation_1-mae:6032.98779 [1190] validation_0-mae:4350.97607 validation_1-mae:6033.01855 [1191] validation_0-mae:4349.40625 validation_1-mae:6032.73242 [1192] validation_0-mae:4347.91064 validation_1-mae:6033.15186 [1193] validation_0-mae:4346.96680 validation_1-mae:6033.03516 [1194] validation_0-mae:4346.04541 validation_1-mae:6033.50147 [1195] validation_0-mae:4345.63379 validation_1-mae:6033.74805 [1196] validation_0-mae:4344.70752 validation_1-mae:6033.75195 [1197] validation_0-mae:4343.27295 validation_1-mae:6033.75098 [1198] validation_0-mae:4342.02588 validation_1-mae:6033.60889 [1199] validation_0-mae:4340.69141 validation_1-mae:6033.25098 [1200] validation_0-mae:4339.22510 validation_1-mae:6033.21143 [1201] validation_0-mae:4338.37305 validation_1-mae:6033.14404 [1202] validation_0-mae:4337.22607 validation_1-mae:6032.70166 [1203] validation_0-mae:4336.92529 validation_1-mae:6032.72168 [1204] validation_0-mae:4335.67725 validation_1-mae:6032.54785 [1205] validation_0-mae:4335.01465 validation_1-mae:6032.88232 [1206] validation_0-mae:4333.44092 validation_1-mae:6033.07031 [1207] validation_0-mae:4332.79053 validation_1-mae:6033.55908 [1208] validation_0-mae:4331.92480 validation_1-mae:6033.62842 [1209] validation_0-mae:4331.03320 validation_1-mae:6033.86426 [1210] validation_0-mae:4329.77588 validation_1-mae:6034.12451 [1211] validation_0-mae:4328.19580 validation_1-mae:6033.97852 [1212] validation_0-mae:4326.93359 validation_1-mae:6033.89160 [1213] validation_0-mae:4326.38135 validation_1-mae:6034.18897 [1214] validation_0-mae:4325.46973 validation_1-mae:6033.86816 [1215] validation_0-mae:4324.49609 validation_1-mae:6033.61230 [1216] validation_0-mae:4323.37891 validation_1-mae:6033.39795 [1217] validation_0-mae:4322.12695 validation_1-mae:6033.15137 [1218] validation_0-mae:4321.76904 validation_1-mae:6033.17480 [1219] validation_0-mae:4320.82031 validation_1-mae:6033.25684 [1220] validation_0-mae:4319.91016 validation_1-mae:6033.17676 [1221] validation_0-mae:4319.12549 validation_1-mae:6033.06299 [1222] validation_0-mae:4318.98047 validation_1-mae:6033.00635 [1223] validation_0-mae:4318.43555 validation_1-mae:6033.08203 [1224] validation_0-mae:4317.51172 validation_1-mae:6033.03076 [1225] validation_0-mae:4316.97266 validation_1-mae:6032.92725 [1226] validation_0-mae:4315.79883 validation_1-mae:6033.03418 [1227] validation_0-mae:4314.47119 validation_1-mae:6032.75342 [1228] validation_0-mae:4313.61963 validation_1-mae:6032.94385 [1229] validation_0-mae:4311.97803 validation_1-mae:6033.03125 [1230] validation_0-mae:4310.27881 validation_1-mae:6032.76709 [1231] validation_0-mae:4308.87891 validation_1-mae:6032.11670 [1232] validation_0-mae:4307.73779 validation_1-mae:6031.65332 [1233] validation_0-mae:4305.89453 validation_1-mae:6031.40186 [1234] validation_0-mae:4305.54541 validation_1-mae:6031.44336 [1235] validation_0-mae:4304.17627 validation_1-mae:6032.06250 [1236] validation_0-mae:4302.26758 validation_1-mae:6031.35449 [1237] validation_0-mae:4300.89990 validation_1-mae:6031.17969 [1238] validation_0-mae:4299.69678 validation_1-mae:6031.50635 [1239] validation_0-mae:4298.45898 validation_1-mae:6031.41162 [1240] validation_0-mae:4296.97412 validation_1-mae:6031.63232 [1241] validation_0-mae:4295.31152 validation_1-mae:6031.48633 [1242] validation_0-mae:4294.37793 validation_1-mae:6031.51270 [1243] validation_0-mae:4293.18164 validation_1-mae:6031.39014 [1244] validation_0-mae:4292.07275 validation_1-mae:6031.94678 [1245] validation_0-mae:4290.38477 validation_1-mae:6031.66357 [1246] validation_0-mae:4289.25342 validation_1-mae:6031.66504 [1247] validation_0-mae:4287.69678 validation_1-mae:6030.81006 [1248] validation_0-mae:4286.24268 validation_1-mae:6030.82666 [1249] validation_0-mae:4285.41895 validation_1-mae:6030.53711 [1250] validation_0-mae:4284.75098 validation_1-mae:6030.73486 [1251] validation_0-mae:4283.67041 validation_1-mae:6030.44922 [1252] validation_0-mae:4282.95801 validation_1-mae:6030.29883 [1253] validation_0-mae:4282.72754 validation_1-mae:6030.11182 [1254] validation_0-mae:4281.82080 validation_1-mae:6030.17773 [1255] validation_0-mae:4281.27637 validation_1-mae:6029.86084 [1256] validation_0-mae:4279.45605 validation_1-mae:6029.47168 [1257] validation_0-mae:4278.71582 validation_1-mae:6029.19141 [1258] validation_0-mae:4277.62842 validation_1-mae:6029.24072 [1259] validation_0-mae:4276.45020 validation_1-mae:6029.44482 [1260] validation_0-mae:4275.98438 validation_1-mae:6029.64258 [1261] validation_0-mae:4275.40088 validation_1-mae:6029.61035 [1262] validation_0-mae:4273.80225 validation_1-mae:6029.56787 [1263] validation_0-mae:4273.03174 validation_1-mae:6029.38428 [1264] validation_0-mae:4272.44141 validation_1-mae:6029.36328 [1265] validation_0-mae:4271.84912 validation_1-mae:6029.39062 [1266] validation_0-mae:4271.48926 validation_1-mae:6029.35840 [1267] validation_0-mae:4270.85156 validation_1-mae:6029.74609 [1268] validation_0-mae:4269.93994 validation_1-mae:6029.75977 [1269] validation_0-mae:4268.73682 validation_1-mae:6029.58789 [1270] validation_0-mae:4267.68848 validation_1-mae:6029.08496 [1271] validation_0-mae:4266.38770 validation_1-mae:6029.32861 [1272] validation_0-mae:4265.63037 validation_1-mae:6029.27344 [1273] validation_0-mae:4264.57715 validation_1-mae:6028.57373 [1274] validation_0-mae:4263.30371 validation_1-mae:6028.23096 [1275] validation_0-mae:4262.57520 validation_1-mae:6028.21680 [1276] validation_0-mae:4261.91211 validation_1-mae:6028.13818 [1277] validation_0-mae:4261.38574 validation_1-mae:6028.31103 [1278] validation_0-mae:4260.62939 validation_1-mae:6028.05469 [1279] validation_0-mae:4260.16504 validation_1-mae:6028.44287 [1280] validation_0-mae:4259.70850 validation_1-mae:6028.86621 [1281] validation_0-mae:4258.95898 validation_1-mae:6029.06397 [1282] validation_0-mae:4258.24414 validation_1-mae:6029.19238 [1283] validation_0-mae:4257.05029 validation_1-mae:6028.70898 [1284] validation_0-mae:4256.99512 validation_1-mae:6028.71094 [1285] validation_0-mae:4256.20752 validation_1-mae:6028.81152 [1286] validation_0-mae:4255.56689 validation_1-mae:6028.68897 [1287] validation_0-mae:4254.90820 validation_1-mae:6028.67822 [1288] validation_0-mae:4253.29639 validation_1-mae:6028.28027 [1289] validation_0-mae:4252.04736 validation_1-mae:6027.86377 [1290] validation_0-mae:4251.42383 validation_1-mae:6027.71240 [1291] validation_0-mae:4250.63965 validation_1-mae:6027.54980 [1292] validation_0-mae:4248.96289 validation_1-mae:6027.52246 [1293] validation_0-mae:4247.71289 validation_1-mae:6027.49902 [1294] validation_0-mae:4246.90039 validation_1-mae:6027.40186 [1295] validation_0-mae:4246.24072 validation_1-mae:6027.41309 [1296] validation_0-mae:4245.06689 validation_1-mae:6027.07422 [1297] validation_0-mae:4243.94189 validation_1-mae:6027.01221 [1298] validation_0-mae:4243.13916 validation_1-mae:6027.21143 [1299] validation_0-mae:4242.46533 validation_1-mae:6027.03662 [1300] validation_0-mae:4241.00781 validation_1-mae:6026.99512 [1301] validation_0-mae:4240.26318 validation_1-mae:6027.31885 [1302] validation_0-mae:4239.21973 validation_1-mae:6027.18555 [1303] validation_0-mae:4238.76318 validation_1-mae:6027.19238 [1304] validation_0-mae:4237.45312 validation_1-mae:6026.41699 [1305] validation_0-mae:4236.90772 validation_1-mae:6026.09180 [1306] validation_0-mae:4236.37353 validation_1-mae:6026.02490 [1307] validation_0-mae:4235.36523 validation_1-mae:6026.35986 [1308] validation_0-mae:4233.82861 validation_1-mae:6026.14160 [1309] validation_0-mae:4233.13574 validation_1-mae:6026.10840 [1310] validation_0-mae:4232.26611 validation_1-mae:6026.09228 [1311] validation_0-mae:4230.84326 validation_1-mae:6026.25684 [1312] validation_0-mae:4229.89795 validation_1-mae:6025.93750 [1313] validation_0-mae:4229.36768 validation_1-mae:6025.55811 [1314] validation_0-mae:4228.63281 validation_1-mae:6026.06152 [1315] validation_0-mae:4228.00439 validation_1-mae:6026.55078 [1316] validation_0-mae:4226.57275 validation_1-mae:6026.18164 [1317] validation_0-mae:4225.01367 validation_1-mae:6026.47803 [1318] validation_0-mae:4223.57227 validation_1-mae:6025.76416 [1319] validation_0-mae:4222.56348 validation_1-mae:6025.76514 [1320] validation_0-mae:4221.30908 validation_1-mae:6025.68994 [1321] validation_0-mae:4219.95801 validation_1-mae:6026.36133 [1322] validation_0-mae:4218.70898 validation_1-mae:6026.00635 [1323] validation_0-mae:4217.73633 validation_1-mae:6025.95215 [1324] validation_0-mae:4216.81543 validation_1-mae:6026.00000 [1325] validation_0-mae:4215.68848 validation_1-mae:6026.00147 [1326] validation_0-mae:4214.72217 validation_1-mae:6026.25293 [1327] validation_0-mae:4213.58740 validation_1-mae:6026.35986 [1328] validation_0-mae:4212.40088 validation_1-mae:6026.48633 [1329] validation_0-mae:4211.16113 validation_1-mae:6026.91650 [1330] validation_0-mae:4210.08301 validation_1-mae:6027.22168 [1331] validation_0-mae:4208.92236 validation_1-mae:6026.72314 [1332] validation_0-mae:4208.06152 validation_1-mae:6026.56787 [1333] validation_0-mae:4207.69629 validation_1-mae:6026.69189 [1334] validation_0-mae:4207.20312 validation_1-mae:6026.67920 [1335] validation_0-mae:4206.53711 validation_1-mae:6026.81250 [1336] validation_0-mae:4205.33057 validation_1-mae:6026.18506 [1337] validation_0-mae:4204.69434 validation_1-mae:6026.33594 [1338] validation_0-mae:4203.67041 validation_1-mae:6026.13232 [1339] validation_0-mae:4202.51270 validation_1-mae:6026.07910 [1340] validation_0-mae:4201.85986 validation_1-mae:6025.96924 [1341] validation_0-mae:4201.03906 validation_1-mae:6026.08105 [1342] validation_0-mae:4200.63379 validation_1-mae:6025.98291 [1343] validation_0-mae:4200.34375 validation_1-mae:6026.03125 [1344] validation_0-mae:4199.74121 validation_1-mae:6025.84912 [1345] validation_0-mae:4199.18506 validation_1-mae:6025.80371 [1346] validation_0-mae:4198.55615 validation_1-mae:6025.55762 [1347] validation_0-mae:4198.01270 validation_1-mae:6025.47559 [1348] validation_0-mae:4197.93115 validation_1-mae:6025.54053 [1349] validation_0-mae:4197.28418 validation_1-mae:6025.63818 [1350] validation_0-mae:4196.19092 validation_1-mae:6026.12353 [1351] validation_0-mae:4195.52002 validation_1-mae:6025.78076 [1352] validation_0-mae:4195.02246 validation_1-mae:6025.72314 [1353] validation_0-mae:4194.95605 validation_1-mae:6025.75781 [1354] validation_0-mae:4194.02197 validation_1-mae:6026.01172 [1355] validation_0-mae:4192.94775 validation_1-mae:6025.72363 [1356] validation_0-mae:4191.77930 validation_1-mae:6025.83008 [1357] validation_0-mae:4190.91260 validation_1-mae:6025.89404 [1358] validation_0-mae:4189.84131 validation_1-mae:6025.84033 [1359] validation_0-mae:4189.14014 validation_1-mae:6026.21777 [1360] validation_0-mae:4188.57568 validation_1-mae:6026.11279 [1361] validation_0-mae:4187.39160 validation_1-mae:6026.29102 [1362] validation_0-mae:4186.59570 validation_1-mae:6026.75147 [1363] validation_0-mae:4185.40527 validation_1-mae:6026.67773 [1364] validation_0-mae:4184.79004 validation_1-mae:6026.78906 [1365] validation_0-mae:4184.29785 validation_1-mae:6026.91162 [1366] validation_0-mae:4183.75879 validation_1-mae:6026.41650 [1367] validation_0-mae:4183.44141 validation_1-mae:6026.40332 [1368] validation_0-mae:4183.27197 validation_1-mae:6026.55176 [1369] validation_0-mae:4182.76270 validation_1-mae:6026.90283 [1370] validation_0-mae:4182.66357 validation_1-mae:6026.80615 [1371] validation_0-mae:4182.41113 validation_1-mae:6026.88330 [1372] validation_0-mae:4181.33203 validation_1-mae:6026.36719 [1373] validation_0-mae:4180.73633 validation_1-mae:6026.43994 [1374] validation_0-mae:4179.47168 validation_1-mae:6026.92773 [1375] validation_0-mae:4178.28516 validation_1-mae:6026.96338 [1376] validation_0-mae:4177.13916 validation_1-mae:6026.80811 [1377] validation_0-mae:4175.77148 validation_1-mae:6026.97949 [1378] validation_0-mae:4174.75635 validation_1-mae:6027.11572 [1379] validation_0-mae:4173.95703 validation_1-mae:6027.09082 [1380] validation_0-mae:4173.58545 validation_1-mae:6027.34277 [1381] validation_0-mae:4172.96973 validation_1-mae:6027.76221 [1382] validation_0-mae:4172.05127 validation_1-mae:6027.86670 [1383] validation_0-mae:4171.00342 validation_1-mae:6027.62012 [1384] validation_0-mae:4170.00977 validation_1-mae:6027.22656 [1385] validation_0-mae:4169.12158 validation_1-mae:6027.04150 [1386] validation_0-mae:4167.87549 validation_1-mae:6026.97363 [1387] validation_0-mae:4167.35547 validation_1-mae:6027.16797 [1388] validation_0-mae:4166.61816 validation_1-mae:6027.67236 [1389] validation_0-mae:4165.96338 validation_1-mae:6027.35449 [1390] validation_0-mae:4165.70898 validation_1-mae:6027.22266 [1391] validation_0-mae:4164.88574 validation_1-mae:6026.94482 [1392] validation_0-mae:4163.39893 validation_1-mae:6027.20068 [1393] validation_0-mae:4161.81543 validation_1-mae:6027.30566 [1394] validation_0-mae:4161.05029 validation_1-mae:6027.33545 [1395] validation_0-mae:4160.53320 validation_1-mae:6027.17188 [1396] validation_0-mae:4159.57861 validation_1-mae:6027.78809 [1397] validation_0-mae:4158.48096 validation_1-mae:6028.89258 [1398] validation_0-mae:4157.94775 validation_1-mae:6029.15478 [1399] validation_0-mae:4157.21680 validation_1-mae:6029.72705 [1400] validation_0-mae:4155.95557 validation_1-mae:6030.09180 [1401] validation_0-mae:4154.93994 validation_1-mae:6031.00000 [1402] validation_0-mae:4153.73047 validation_1-mae:6030.32666 [1403] validation_0-mae:4152.96191 validation_1-mae:6030.38574 [1404] validation_0-mae:4151.99219 validation_1-mae:6031.03516 [1405] validation_0-mae:4151.17627 validation_1-mae:6030.90918 [1406] validation_0-mae:4150.07129 validation_1-mae:6030.51270 [1407] validation_0-mae:4149.56397 validation_1-mae:6030.86328 [1408] validation_0-mae:4148.80957 validation_1-mae:6030.70801 [1409] validation_0-mae:4147.80176 validation_1-mae:6030.79883 [1410] validation_0-mae:4147.61133 validation_1-mae:6030.70020 [1411] validation_0-mae:4146.89746 validation_1-mae:6030.87793 [1412] validation_0-mae:4145.54443 validation_1-mae:6030.14551 [1413] validation_0-mae:4144.58008 validation_1-mae:6030.32666 [1414] validation_0-mae:4144.35938 validation_1-mae:6030.20605 [1415] validation_0-mae:4143.93848 validation_1-mae:6030.15283 [1416] validation_0-mae:4142.79541 validation_1-mae:6029.69238 [1417] validation_0-mae:4142.62500 validation_1-mae:6029.80420 [1418] validation_0-mae:4142.40772 validation_1-mae:6029.76123 [1419] validation_0-mae:4141.12451 validation_1-mae:6030.07861 [1420] validation_0-mae:4140.21436 validation_1-mae:6029.71728 [1421] validation_0-mae:4139.33105 validation_1-mae:6029.77197 [1422] validation_0-mae:4138.86719 validation_1-mae:6029.92480 [1423] validation_0-mae:4137.93897 validation_1-mae:6029.65430 [1424] validation_0-mae:4137.46728 validation_1-mae:6029.43262 [1425] validation_0-mae:4136.70557 validation_1-mae:6029.18701 [1426] validation_0-mae:4135.59228 validation_1-mae:6029.55518 [1427] validation_0-mae:4134.62158 validation_1-mae:6029.59570 [1428] validation_0-mae:4133.73730 validation_1-mae:6029.90039 [1429] validation_0-mae:4132.30127 validation_1-mae:6029.35010 [1430] validation_0-mae:4131.05469 validation_1-mae:6029.27881 [1431] validation_0-mae:4129.76367 validation_1-mae:6029.12012 [1432] validation_0-mae:4128.75244 validation_1-mae:6029.12744 [1433] validation_0-mae:4127.24414 validation_1-mae:6029.58154 [1434] validation_0-mae:4125.67383 validation_1-mae:6029.78174 [1435] validation_0-mae:4124.72022 validation_1-mae:6029.65869 [1436] validation_0-mae:4124.40234 validation_1-mae:6029.54736 [1437] validation_0-mae:4123.09375 validation_1-mae:6029.65186 [1438] validation_0-mae:4122.51318 validation_1-mae:6029.65772 [1439] validation_0-mae:4121.29053 validation_1-mae:6029.74121 [1440] validation_0-mae:4120.96045 validation_1-mae:6029.84863 [1441] validation_0-mae:4120.48584 validation_1-mae:6029.83691 [1442] validation_0-mae:4118.93115 validation_1-mae:6030.13867 [1443] validation_0-mae:4118.35645 validation_1-mae:6029.91602 [1444] validation_0-mae:4117.61377 validation_1-mae:6029.77686 [1445] validation_0-mae:4116.59180 validation_1-mae:6030.08203 [1446] validation_0-mae:4115.95410 validation_1-mae:6030.22022 [1447] validation_0-mae:4114.86230 validation_1-mae:6030.68506 [1448] validation_0-mae:4114.58594 validation_1-mae:6030.78760 [1449] validation_0-mae:4113.72217 validation_1-mae:6030.63281 [1450] validation_0-mae:4113.17480 validation_1-mae:6030.64600 [1451] validation_0-mae:4113.00049 validation_1-mae:6030.62402 [1452] validation_0-mae:4112.55371 validation_1-mae:6030.56592 [1453] validation_0-mae:4112.10498 validation_1-mae:6030.82520 [1454] validation_0-mae:4111.44141 validation_1-mae:6030.80762 [1455] validation_0-mae:4110.05420 validation_1-mae:6030.48682 [1456] validation_0-mae:4108.60791 validation_1-mae:6031.79053 [1457] validation_0-mae:4107.42676 validation_1-mae:6032.49853 [1458] validation_0-mae:4106.29785 validation_1-mae:6032.10205 [1459] validation_0-mae:4105.30762 validation_1-mae:6032.19629 [1460] validation_0-mae:4104.37939 validation_1-mae:6032.25391 [1461] validation_0-mae:4103.58057 validation_1-mae:6032.61621 [1462] validation_0-mae:4102.75488 validation_1-mae:6032.09863 [1463] validation_0-mae:4101.70215 validation_1-mae:6031.95508 [1464] validation_0-mae:4100.81738 validation_1-mae:6031.76709 [1465] validation_0-mae:4099.95117 validation_1-mae:6031.20898 [1466] validation_0-mae:4099.30371 validation_1-mae:6031.42676 [1467] validation_0-mae:4098.66016 validation_1-mae:6031.51611 [1468] validation_0-mae:4097.89111 validation_1-mae:6031.82520 [1469] validation_0-mae:4096.47803 validation_1-mae:6031.45703 [1470] validation_0-mae:4095.88330 validation_1-mae:6031.37353 [1471] validation_0-mae:4094.82788 validation_1-mae:6031.40625 [1472] validation_0-mae:4093.85522 validation_1-mae:6031.58057 [1473] validation_0-mae:4092.58667 validation_1-mae:6031.24268 [1474] validation_0-mae:4091.61621 validation_1-mae:6031.21777 [1475] validation_0-mae:4090.04614 validation_1-mae:6031.37744 [1476] validation_0-mae:4089.28076 validation_1-mae:6030.97607 [1477] validation_0-mae:4088.52832 validation_1-mae:6030.76709 [1478] validation_0-mae:4087.29956 validation_1-mae:6030.25977 [1479] validation_0-mae:4085.82666 validation_1-mae:6029.99756 [1480] validation_0-mae:4085.17432 validation_1-mae:6030.01416 [1481] validation_0-mae:4084.01782 validation_1-mae:6029.86768 [1482] validation_0-mae:4083.07422 validation_1-mae:6029.44385 [1483] validation_0-mae:4081.91650 validation_1-mae:6029.59473 [1484] validation_0-mae:4081.17603 validation_1-mae:6029.53076 [1485] validation_0-mae:4080.26904 validation_1-mae:6029.61719 [1486] validation_0-mae:4079.11475 validation_1-mae:6029.57568 [1487] validation_0-mae:4078.47119 validation_1-mae:6029.68262 [1488] validation_0-mae:4077.48804 validation_1-mae:6029.60889 [1489] validation_0-mae:4076.61572 validation_1-mae:6029.53467 [1490] validation_0-mae:4075.72119 validation_1-mae:6029.87891 [1491] validation_0-mae:4075.05347 validation_1-mae:6029.82520 [1492] validation_0-mae:4073.94214 validation_1-mae:6030.35010 [1493] validation_0-mae:4073.51636 validation_1-mae:6030.50098 [1494] validation_0-mae:4072.56396 validation_1-mae:6029.91260 [1495] validation_0-mae:4071.60522 validation_1-mae:6029.69824 [1496] validation_0-mae:4071.13843 validation_1-mae:6029.65820 [1497] validation_0-mae:4070.31885 validation_1-mae:6029.25342 [1498] validation_0-mae:4069.76636 validation_1-mae:6029.27978 [1499] validation_0-mae:4068.09644 validation_1-mae:6029.32031 [1500] validation_0-mae:4067.38525 validation_1-mae:6029.25293 [1501] validation_0-mae:4066.80493 validation_1-mae:6029.71338 [1502] validation_0-mae:4066.18579 validation_1-mae:6029.95654 [1503] validation_0-mae:4065.78247 validation_1-mae:6030.12744 [1504] validation_0-mae:4064.50781 validation_1-mae:6029.81006 [1505] validation_0-mae:4063.05566 validation_1-mae:6029.45508 [1506] validation_0-mae:4062.56592 validation_1-mae:6029.33350 [1507] validation_0-mae:4061.78320 validation_1-mae:6029.30127 [1508] validation_0-mae:4060.81348 validation_1-mae:6029.03955 [1509] validation_0-mae:4060.00610 validation_1-mae:6029.06934 [1510] validation_0-mae:4059.54004 validation_1-mae:6029.03027 [1511] validation_0-mae:4058.82227 validation_1-mae:6029.15478 [1512] validation_0-mae:4057.40210 validation_1-mae:6029.64795 [1513] validation_0-mae:4056.35034 validation_1-mae:6029.34033 [1514] validation_0-mae:4055.62451 validation_1-mae:6029.43603 [1515] validation_0-mae:4054.47632 validation_1-mae:6029.55518 [1516] validation_0-mae:4053.19629 validation_1-mae:6029.81006 [1517] validation_0-mae:4052.31885 validation_1-mae:6029.83887 [1518] validation_0-mae:4051.07739 validation_1-mae:6029.97510 [1519] validation_0-mae:4050.30420 validation_1-mae:6029.92334 [1520] validation_0-mae:4050.03394 validation_1-mae:6030.26270 [1521] validation_0-mae:4049.15161 validation_1-mae:6030.23438 [1522] validation_0-mae:4047.98144 validation_1-mae:6030.22510 [1523] validation_0-mae:4046.47632 validation_1-mae:6030.07080 [1524] validation_0-mae:4045.29785 validation_1-mae:6030.41406 [1525] validation_0-mae:4044.30176 validation_1-mae:6029.88770 [1526] validation_0-mae:4043.09692 validation_1-mae:6029.54297 [1527] validation_0-mae:4042.04419 validation_1-mae:6029.07275 [1528] validation_0-mae:4041.36304 validation_1-mae:6029.38086 [1529] validation_0-mae:4039.74707 validation_1-mae:6029.44727 [1530] validation_0-mae:4039.31299 validation_1-mae:6029.33545 [1531] validation_0-mae:4038.48169 validation_1-mae:6029.68359 [1532] validation_0-mae:4037.84814 validation_1-mae:6029.43897 [1533] validation_0-mae:4037.40332 validation_1-mae:6029.29297 [1534] validation_0-mae:4037.19873 validation_1-mae:6029.32324 [1535] validation_0-mae:4036.74414 validation_1-mae:6029.37842 [1536] validation_0-mae:4035.67358 validation_1-mae:6029.08057 [1537] validation_0-mae:4034.29883 validation_1-mae:6028.72803 [1538] validation_0-mae:4033.88184 validation_1-mae:6028.62109 [1539] validation_0-mae:4033.23779 validation_1-mae:6028.41553 [1540] validation_0-mae:4033.11523 validation_1-mae:6028.47803 [1541] validation_0-mae:4031.68262 validation_1-mae:6028.55762 [1542] validation_0-mae:4030.82129 validation_1-mae:6028.51270 [1543] validation_0-mae:4030.52344 validation_1-mae:6028.75586 [1544] validation_0-mae:4030.39795 validation_1-mae:6028.71533 [1545] validation_0-mae:4029.79834 validation_1-mae:6028.43701 [1546] validation_0-mae:4029.06177 validation_1-mae:6028.01123 [1547] validation_0-mae:4028.47144 validation_1-mae:6027.81934 [1548] validation_0-mae:4027.69165 validation_1-mae:6027.88428 [1549] validation_0-mae:4027.34033 validation_1-mae:6028.06738 [1550] validation_0-mae:4027.23999 validation_1-mae:6028.16016 [1551] validation_0-mae:4026.84253 validation_1-mae:6028.46631 [1552] validation_0-mae:4026.82764 validation_1-mae:6028.49512 [1553] validation_0-mae:4026.58984 validation_1-mae:6028.63428 [1554] validation_0-mae:4026.29810 validation_1-mae:6028.63867 [1555] validation_0-mae:4025.37427 validation_1-mae:6028.48633 [1556] validation_0-mae:4025.02100 validation_1-mae:6028.36084 [1557] validation_0-mae:4023.86694 validation_1-mae:6028.83105 [1558] validation_0-mae:4023.39575 validation_1-mae:6028.94336 [1559] validation_0-mae:4022.49634 validation_1-mae:6028.97656 [1560] validation_0-mae:4021.66748 validation_1-mae:6029.23389 [1561] validation_0-mae:4021.29614 validation_1-mae:6029.32812 [1562] validation_0-mae:4020.49902 validation_1-mae:6029.89600 [1563] validation_0-mae:4019.08984 validation_1-mae:6030.05273 [1564] validation_0-mae:4017.70068 validation_1-mae:6029.99463 [1565] validation_0-mae:4016.60254 validation_1-mae:6030.32080 [1566] validation_0-mae:4015.35278 validation_1-mae:6030.09082 [1567] validation_0-mae:4014.10400 validation_1-mae:6030.42822 [1568] validation_0-mae:4013.57959 validation_1-mae:6030.43897 [1569] validation_0-mae:4012.29321 validation_1-mae:6030.40137 [1570] validation_0-mae:4011.03491 validation_1-mae:6030.72656 [1571] validation_0-mae:4009.76123 validation_1-mae:6030.45312 [1572] validation_0-mae:4009.05151 validation_1-mae:6030.44629 [1573] validation_0-mae:4008.38110 validation_1-mae:6030.51367 [1574] validation_0-mae:4007.15942 validation_1-mae:6030.75586 [1575] validation_0-mae:4006.09399 validation_1-mae:6030.90186 [1576] validation_0-mae:4005.26587 validation_1-mae:6031.33154 [1577] validation_0-mae:4004.67358 validation_1-mae:6031.27490 [1578] validation_0-mae:4003.25317 validation_1-mae:6030.77832 [1579] validation_0-mae:4002.30298 validation_1-mae:6030.53906 [1580] validation_0-mae:4001.63135 validation_1-mae:6030.45947 [1581] validation_0-mae:4000.93213 validation_1-mae:6030.66455 [1582] validation_0-mae:3999.52222 validation_1-mae:6030.63770 [1583] validation_0-mae:3998.19922 validation_1-mae:6030.43018 [1584] validation_0-mae:3997.16016 validation_1-mae:6030.24365 [1585] validation_0-mae:3996.35181 validation_1-mae:6029.88184 [1586] validation_0-mae:3995.74756 validation_1-mae:6029.75049 [1587] validation_0-mae:3995.04785 validation_1-mae:6029.31787 [1588] validation_0-mae:3994.27319 validation_1-mae:6029.44238 [1589] validation_0-mae:3992.98950 validation_1-mae:6029.20020 [1590] validation_0-mae:3992.02295 validation_1-mae:6029.53613 [1591] validation_0-mae:3991.15405 validation_1-mae:6029.38086 [1592] validation_0-mae:3989.70679 validation_1-mae:6028.90772 [1593] validation_0-mae:3988.58936 validation_1-mae:6029.50195 [1594] validation_0-mae:3988.05005 validation_1-mae:6029.57764 [1595] validation_0-mae:3986.99463 validation_1-mae:6029.79053 [1596] validation_0-mae:3986.14233 validation_1-mae:6029.51172 [1597] validation_0-mae:3985.47144 validation_1-mae:6029.66064 [1598] validation_0-mae:3984.54468 validation_1-mae:6029.63721 [1599] validation_0-mae:3983.78247 validation_1-mae:6030.20215 [1600] validation_0-mae:3982.69605 validation_1-mae:6030.47119 [1601] validation_0-mae:3981.54492 validation_1-mae:6030.74219 [1602] validation_0-mae:3979.82397 validation_1-mae:6031.08789 [1603] validation_0-mae:3978.32446 validation_1-mae:6031.21728 [1604] validation_0-mae:3977.68970 validation_1-mae:6031.05029 [1605] validation_0-mae:3976.89819 validation_1-mae:6030.87207 [1606] validation_0-mae:3976.25073 validation_1-mae:6031.00732 [1607] validation_0-mae:3975.19067 validation_1-mae:6030.98193 [1608] validation_0-mae:3973.62891 validation_1-mae:6031.58740 [1609] validation_0-mae:3972.72217 validation_1-mae:6031.99072 [1610] validation_0-mae:3972.34082 validation_1-mae:6032.11670 [1611] validation_0-mae:3971.95654 validation_1-mae:6032.14941 [1612] validation_0-mae:3971.61084 validation_1-mae:6032.17139 [1613] validation_0-mae:3970.58960 validation_1-mae:6032.11133 [1614] validation_0-mae:3969.18506 validation_1-mae:6032.10938 [1615] validation_0-mae:3968.05566 validation_1-mae:6032.58105 [1616] validation_0-mae:3967.32349 validation_1-mae:6032.55273 [1617] validation_0-mae:3966.07471 validation_1-mae:6032.38867 [1618] validation_0-mae:3965.32495 validation_1-mae:6032.71973 [1619] validation_0-mae:3963.88355 validation_1-mae:6032.98975 [1620] validation_0-mae:3962.59668 validation_1-mae:6032.95361 [1621] validation_0-mae:3961.08838 validation_1-mae:6032.81689 [1622] validation_0-mae:3960.46045 validation_1-mae:6032.84619 [1623] validation_0-mae:3959.54224 validation_1-mae:6032.90967 [1624] validation_0-mae:3958.12891 validation_1-mae:6032.18555 [1625] validation_0-mae:3957.43237 validation_1-mae:6031.94629 [1626] validation_0-mae:3956.70557 validation_1-mae:6031.65674 [1627] validation_0-mae:3955.72461 validation_1-mae:6031.52637 [1628] validation_0-mae:3954.62891 validation_1-mae:6032.04883 [1629] validation_0-mae:3953.16064 validation_1-mae:6031.58936 [1630] validation_0-mae:3952.49438 validation_1-mae:6031.73584 [1631] validation_0-mae:3952.29761 validation_1-mae:6031.75586 [1632] validation_0-mae:3951.45386 validation_1-mae:6031.92383 [1633] validation_0-mae:3950.76978 validation_1-mae:6031.90918 [1634] validation_0-mae:3949.89258 validation_1-mae:6031.76709 [1635] validation_0-mae:3949.38452 validation_1-mae:6031.86279 [1636] validation_0-mae:3948.81787 validation_1-mae:6031.88135 [1637] validation_0-mae:3947.48853 validation_1-mae:6031.56982 [1638] validation_0-mae:3946.56860 validation_1-mae:6031.42725 [1639] validation_0-mae:3945.43433 validation_1-mae:6031.74707 [1640] validation_0-mae:3944.24805 validation_1-mae:6031.76953 [1641] validation_0-mae:3943.08301 validation_1-mae:6031.61426 [1642] validation_0-mae:3942.16748 validation_1-mae:6031.59131 [1643] validation_0-mae:3941.43140 validation_1-mae:6031.75147 [1644] validation_0-mae:3940.47949 validation_1-mae:6031.41650 [1645] validation_0-mae:3939.80273 validation_1-mae:6031.76514 [1646] validation_0-mae:3939.04199 validation_1-mae:6031.71875 [1647] validation_0-mae:3938.68188 validation_1-mae:6031.54053 [1648] validation_0-mae:3937.89429 validation_1-mae:6031.55371 [1649] validation_0-mae:3937.57007 validation_1-mae:6031.73242 [1650] validation_0-mae:3937.51611 validation_1-mae:6031.74316 [1651] validation_0-mae:3937.50513 validation_1-mae:6031.75635 [1652] validation_0-mae:3937.31274 validation_1-mae:6031.76270 [1653] validation_0-mae:3936.68457 validation_1-mae:6031.67578 [1654] validation_0-mae:3936.01392 validation_1-mae:6031.52686 [1655] validation_0-mae:3935.67969 validation_1-mae:6031.50391 [1656] validation_0-mae:3934.66504 validation_1-mae:6031.33740 [1657] validation_0-mae:3933.79102 validation_1-mae:6031.92822 [1658] validation_0-mae:3933.41455 validation_1-mae:6032.02197 [1659] validation_0-mae:3932.04688 validation_1-mae:6031.76514 [1660] validation_0-mae:3931.20093 validation_1-mae:6031.67432 [1661] validation_0-mae:3930.67920 validation_1-mae:6031.48389 [1662] validation_0-mae:3930.12402 validation_1-mae:6031.35547 [1663] validation_0-mae:3929.31299 validation_1-mae:6031.18408 [1664] validation_0-mae:3928.28589 validation_1-mae:6031.26318 [1665] validation_0-mae:3927.41626 validation_1-mae:6031.36963 [1666] validation_0-mae:3926.74048 validation_1-mae:6031.24658 [1667] validation_0-mae:3926.55664 validation_1-mae:6031.30371 [1668] validation_0-mae:3925.77075 validation_1-mae:6031.54443 [1669] validation_0-mae:3924.66699 validation_1-mae:6031.26758 [1670] validation_0-mae:3924.10791 validation_1-mae:6031.42969 [1671] validation_0-mae:3923.06567 validation_1-mae:6031.09228 [1672] validation_0-mae:3922.05029 validation_1-mae:6030.92529 [1673] validation_0-mae:3921.05200 validation_1-mae:6030.96191 [1674] validation_0-mae:3920.54712 validation_1-mae:6031.00488 [1675] validation_0-mae:3919.74072 validation_1-mae:6031.15723 [1676] validation_0-mae:3918.23633 validation_1-mae:6031.28467 [1677] validation_0-mae:3917.23022 validation_1-mae:6031.83252 [1678] validation_0-mae:3916.44971 validation_1-mae:6032.02246 [1679] validation_0-mae:3915.88208 validation_1-mae:6032.04395 [1680] validation_0-mae:3915.47217 validation_1-mae:6032.03418 [1681] validation_0-mae:3914.63184 validation_1-mae:6032.24268 [1682] validation_0-mae:3913.59766 validation_1-mae:6031.55908 [1683] validation_0-mae:3912.71558 validation_1-mae:6031.48584 [1684] validation_0-mae:3911.83520 validation_1-mae:6031.84082 [1685] validation_0-mae:3910.94067 validation_1-mae:6031.54541 [1686] validation_0-mae:3909.98975 validation_1-mae:6031.46240 [1687] validation_0-mae:3908.93970 validation_1-mae:6031.42969 [1688] validation_0-mae:3908.46362 validation_1-mae:6031.70215 [1689] validation_0-mae:3907.78247 validation_1-mae:6031.66162 [1690] validation_0-mae:3907.14282 validation_1-mae:6031.69189 [1691] validation_0-mae:3906.39356 validation_1-mae:6032.03076 [1692] validation_0-mae:3905.55640 validation_1-mae:6032.10400 [1693] validation_0-mae:3904.76953 validation_1-mae:6032.17773 [1694] validation_0-mae:3904.07617 validation_1-mae:6031.87939 [1695] validation_0-mae:3903.32373 validation_1-mae:6032.12842 [1696] validation_0-mae:3902.28491 validation_1-mae:6032.00342 [1697] validation_0-mae:3901.46460 validation_1-mae:6032.51025 [1698] validation_0-mae:3901.08960 validation_1-mae:6032.53467 [1699] validation_0-mae:3900.34985 validation_1-mae:6032.64453 Dropping: spr [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.10840 [7] validation_0-mae:14475.86523 validation_1-mae:14245.94043 [8] validation_0-mae:13346.72363 validation_1-mae:13123.75098 [9] validation_0-mae:12383.51367 validation_1-mae:12163.97363 [10] validation_0-mae:11563.51367 validation_1-mae:11347.84766 [11] validation_0-mae:10874.35449 validation_1-mae:10666.19727 [12] validation_0-mae:10304.22168 validation_1-mae:10103.77930 [13] validation_0-mae:9819.80371 validation_1-mae:9623.20703 [14] validation_0-mae:9418.70606 validation_1-mae:9232.73731 [15] validation_0-mae:9084.22363 validation_1-mae:8905.31543 [16] validation_0-mae:8802.57812 validation_1-mae:8633.91992 [17] validation_0-mae:8567.55664 validation_1-mae:8408.30762 [18] validation_0-mae:8374.81055 validation_1-mae:8220.18164 [19] validation_0-mae:8212.58887 validation_1-mae:8066.50928 [20] validation_0-mae:8070.96777 validation_1-mae:7941.89307 [21] validation_0-mae:7947.84131 validation_1-mae:7834.19727 [22] validation_0-mae:7848.58691 validation_1-mae:7744.23535 [23] validation_0-mae:7764.19580 validation_1-mae:7671.93506 [24] validation_0-mae:7680.78613 validation_1-mae:7596.07178 [25] validation_0-mae:7612.84912 validation_1-mae:7539.69482 [26] validation_0-mae:7556.97022 validation_1-mae:7492.92334 [27] validation_0-mae:7497.56250 validation_1-mae:7440.10645 [28] validation_0-mae:7443.09375 validation_1-mae:7392.81299 [29] validation_0-mae:7397.60400 validation_1-mae:7352.06055 [30] validation_0-mae:7356.99658 validation_1-mae:7317.36426 [31] validation_0-mae:7327.47461 validation_1-mae:7295.87012 [32] validation_0-mae:7296.41748 validation_1-mae:7273.54053 [33] validation_0-mae:7267.17676 validation_1-mae:7252.95068 [34] validation_0-mae:7235.50195 validation_1-mae:7229.59766 [35] validation_0-mae:7214.95215 validation_1-mae:7212.59180 [36] validation_0-mae:7193.45752 validation_1-mae:7202.38379 [37] validation_0-mae:7173.28760 validation_1-mae:7192.62109 [38] validation_0-mae:7151.58496 validation_1-mae:7176.87109 [39] validation_0-mae:7127.73047 validation_1-mae:7159.71094 [40] validation_0-mae:7107.78516 validation_1-mae:7145.39746 [41] validation_0-mae:7083.05029 validation_1-mae:7124.99072 [42] validation_0-mae:7058.29248 validation_1-mae:7103.17822 [43] validation_0-mae:7040.25244 validation_1-mae:7095.60791 [44] validation_0-mae:7027.65332 validation_1-mae:7086.74023 [45] validation_0-mae:7015.35645 validation_1-mae:7077.95410 [46] validation_0-mae:6999.52832 validation_1-mae:7064.42578 [47] validation_0-mae:6983.57666 validation_1-mae:7054.34863 [48] validation_0-mae:6967.98828 validation_1-mae:7046.87256 [49] validation_0-mae:6952.58350 validation_1-mae:7034.29639 [50] validation_0-mae:6928.11084 validation_1-mae:7016.27393 [51] validation_0-mae:6914.95703 validation_1-mae:7007.89111 [52] validation_0-mae:6905.57666 validation_1-mae:7002.13232 [53] validation_0-mae:6891.73828 validation_1-mae:6990.77295 [54] validation_0-mae:6873.22314 validation_1-mae:6975.05664 [55] validation_0-mae:6861.44629 validation_1-mae:6968.57959 [56] validation_0-mae:6846.32568 validation_1-mae:6957.24072 [57] validation_0-mae:6828.50928 validation_1-mae:6941.49609 [58] validation_0-mae:6817.68897 validation_1-mae:6933.70068 [59] validation_0-mae:6805.16797 validation_1-mae:6924.76514 [60] validation_0-mae:6792.11572 validation_1-mae:6912.89209 [61] validation_0-mae:6779.64111 validation_1-mae:6904.72070 [62] validation_0-mae:6769.85205 validation_1-mae:6897.69141 [63] validation_0-mae:6754.20801 validation_1-mae:6885.63525 [64] validation_0-mae:6743.05420 validation_1-mae:6879.18457 [65] validation_0-mae:6728.21533 validation_1-mae:6866.71387 [66] validation_0-mae:6706.09082 validation_1-mae:6847.68603 [67] validation_0-mae:6696.75391 validation_1-mae:6843.30664 [68] validation_0-mae:6685.35303 validation_1-mae:6835.45654 [69] validation_0-mae:6673.96289 validation_1-mae:6830.28955 [70] validation_0-mae:6663.12598 validation_1-mae:6821.02441 [71] validation_0-mae:6653.11719 validation_1-mae:6813.33984 [72] validation_0-mae:6637.48535 validation_1-mae:6802.51953 [73] validation_0-mae:6630.18603 validation_1-mae:6798.08350 [74] validation_0-mae:6619.14355 validation_1-mae:6790.70459 [75] validation_0-mae:6609.66016 validation_1-mae:6782.35693 [76] validation_0-mae:6596.43555 validation_1-mae:6772.49951 [77] validation_0-mae:6585.60693 validation_1-mae:6763.94092 [78] validation_0-mae:6577.31103 validation_1-mae:6756.45020 [79] validation_0-mae:6568.47900 validation_1-mae:6752.70752 [80] validation_0-mae:6559.68555 validation_1-mae:6745.38037 [81] validation_0-mae:6550.83154 validation_1-mae:6736.82422 [82] validation_0-mae:6546.98242 validation_1-mae:6733.85938 [83] validation_0-mae:6532.65820 validation_1-mae:6727.05615 [84] validation_0-mae:6525.19434 validation_1-mae:6722.28320 [85] validation_0-mae:6514.44287 validation_1-mae:6714.27344 [86] validation_0-mae:6503.46191 validation_1-mae:6706.13770 [87] validation_0-mae:6500.21680 validation_1-mae:6703.13672 [88] validation_0-mae:6492.46631 validation_1-mae:6699.35645 [89] validation_0-mae:6480.21826 validation_1-mae:6689.55029 [90] validation_0-mae:6473.09570 validation_1-mae:6686.47607 [91] validation_0-mae:6466.57422 validation_1-mae:6683.07568 [92] validation_0-mae:6462.93311 validation_1-mae:6681.28320 [93] validation_0-mae:6454.30322 validation_1-mae:6675.86670 [94] validation_0-mae:6451.14844 validation_1-mae:6673.34326 [95] validation_0-mae:6444.26904 validation_1-mae:6670.71533 [96] validation_0-mae:6436.87744 validation_1-mae:6666.67920 [97] validation_0-mae:6428.16211 validation_1-mae:6658.64355 [98] validation_0-mae:6418.21240 validation_1-mae:6653.16211 [99] validation_0-mae:6412.82910 validation_1-mae:6649.08838 [100] validation_0-mae:6404.62598 validation_1-mae:6643.49658 [101] validation_0-mae:6396.25147 validation_1-mae:6636.90088 [102] validation_0-mae:6394.00293 validation_1-mae:6636.15088 [103] validation_0-mae:6385.54785 validation_1-mae:6632.39111 [104] validation_0-mae:6379.04932 validation_1-mae:6628.38379 [105] validation_0-mae:6375.44531 validation_1-mae:6626.91602 [106] validation_0-mae:6371.47559 validation_1-mae:6623.36865 [107] validation_0-mae:6366.01807 validation_1-mae:6620.65674 [108] validation_0-mae:6358.91943 validation_1-mae:6616.23779 [109] validation_0-mae:6353.31592 validation_1-mae:6612.22217 [110] validation_0-mae:6349.49121 validation_1-mae:6610.04736 [111] validation_0-mae:6344.20557 validation_1-mae:6606.14893 [112] validation_0-mae:6332.48438 validation_1-mae:6597.23633 [113] validation_0-mae:6326.64648 validation_1-mae:6593.14111 [114] validation_0-mae:6321.63086 validation_1-mae:6589.19189 [115] validation_0-mae:6318.95508 validation_1-mae:6587.14453 [116] validation_0-mae:6314.16797 validation_1-mae:6583.71338 [117] validation_0-mae:6308.14160 validation_1-mae:6580.72852 [118] validation_0-mae:6301.39600 validation_1-mae:6576.21289 [119] validation_0-mae:6297.78320 validation_1-mae:6572.98633 [120] validation_0-mae:6292.18506 validation_1-mae:6568.91064 [121] validation_0-mae:6286.84570 validation_1-mae:6565.91064 [122] validation_0-mae:6279.29150 validation_1-mae:6559.58105 [123] validation_0-mae:6273.52441 validation_1-mae:6556.14453 [124] validation_0-mae:6268.51807 validation_1-mae:6553.35645 [125] validation_0-mae:6265.24707 validation_1-mae:6552.09082 [126] validation_0-mae:6259.54102 validation_1-mae:6550.65527 [127] validation_0-mae:6256.36621 validation_1-mae:6548.25879 [128] validation_0-mae:6251.32666 validation_1-mae:6546.42090 [129] validation_0-mae:6247.32764 validation_1-mae:6545.74805 [130] validation_0-mae:6242.38477 validation_1-mae:6543.41113 [131] validation_0-mae:6236.13672 validation_1-mae:6539.10205 [132] validation_0-mae:6227.47363 validation_1-mae:6532.38818 [133] validation_0-mae:6222.75439 validation_1-mae:6530.24268 [134] validation_0-mae:6219.94141 validation_1-mae:6528.32080 [135] validation_0-mae:6214.40186 validation_1-mae:6525.71436 [136] validation_0-mae:6211.37549 validation_1-mae:6525.85010 [137] validation_0-mae:6208.60840 validation_1-mae:6523.23633 [138] validation_0-mae:6205.11963 validation_1-mae:6522.62939 [139] validation_0-mae:6199.17041 validation_1-mae:6517.06348 [140] validation_0-mae:6193.30371 validation_1-mae:6516.32373 [141] validation_0-mae:6191.47754 validation_1-mae:6514.66650 [142] validation_0-mae:6187.85107 validation_1-mae:6513.17529 [143] validation_0-mae:6181.74805 validation_1-mae:6510.40967 [144] validation_0-mae:6176.34473 validation_1-mae:6508.35840 [145] validation_0-mae:6168.40674 validation_1-mae:6504.11035 [146] validation_0-mae:6162.43018 validation_1-mae:6501.19824 [147] validation_0-mae:6160.77002 validation_1-mae:6500.05762 [148] validation_0-mae:6156.08984 validation_1-mae:6496.87891 [149] validation_0-mae:6152.13916 validation_1-mae:6495.13281 [150] validation_0-mae:6148.66748 validation_1-mae:6494.25879 [151] validation_0-mae:6145.13184 validation_1-mae:6492.63330 [152] validation_0-mae:6141.08398 validation_1-mae:6490.68213 [153] validation_0-mae:6134.29102 validation_1-mae:6488.56055 [154] validation_0-mae:6127.24219 validation_1-mae:6482.48486 [155] validation_0-mae:6125.09717 validation_1-mae:6480.23193 [156] validation_0-mae:6121.96533 validation_1-mae:6478.12353 [157] validation_0-mae:6118.39600 validation_1-mae:6476.64990 [158] validation_0-mae:6117.13818 validation_1-mae:6476.16211 [159] validation_0-mae:6109.75879 validation_1-mae:6472.39648 [160] validation_0-mae:6105.46728 validation_1-mae:6472.53125 [161] validation_0-mae:6101.24707 validation_1-mae:6471.01660 [162] validation_0-mae:6096.98096 validation_1-mae:6469.91357 [163] validation_0-mae:6093.48584 validation_1-mae:6468.77148 [164] validation_0-mae:6090.09180 validation_1-mae:6465.98535 [165] validation_0-mae:6088.38037 validation_1-mae:6464.68701 [166] validation_0-mae:6086.04053 validation_1-mae:6463.50049 [167] validation_0-mae:6082.05957 validation_1-mae:6462.85107 [168] validation_0-mae:6074.49853 validation_1-mae:6459.36084 [169] validation_0-mae:6071.12939 validation_1-mae:6457.53467 [170] validation_0-mae:6069.27002 validation_1-mae:6456.64697 [171] validation_0-mae:6061.69678 validation_1-mae:6451.13330 [172] validation_0-mae:6059.02100 validation_1-mae:6450.13330 [173] validation_0-mae:6055.71777 validation_1-mae:6447.94092 [174] validation_0-mae:6052.17334 validation_1-mae:6446.94824 [175] validation_0-mae:6048.13232 validation_1-mae:6444.89014 [176] validation_0-mae:6043.38184 validation_1-mae:6442.87988 [177] validation_0-mae:6042.09033 validation_1-mae:6442.44678 [178] validation_0-mae:6040.62891 validation_1-mae:6441.26123 [179] validation_0-mae:6036.50977 validation_1-mae:6440.24561 [180] validation_0-mae:6033.25488 validation_1-mae:6439.11230 [181] validation_0-mae:6026.99316 validation_1-mae:6436.02393 [182] validation_0-mae:6023.01953 validation_1-mae:6434.94434 [183] validation_0-mae:6017.87500 validation_1-mae:6434.03711 [184] validation_0-mae:6016.22119 validation_1-mae:6434.24170 [185] validation_0-mae:6014.09863 validation_1-mae:6433.40430 [186] validation_0-mae:6009.37109 validation_1-mae:6431.87988 [187] validation_0-mae:6007.69629 validation_1-mae:6432.09766 [188] validation_0-mae:6002.35303 validation_1-mae:6429.35693 [189] validation_0-mae:5999.42383 validation_1-mae:6429.74805 [190] validation_0-mae:5997.42139 validation_1-mae:6429.81641 [191] validation_0-mae:5992.33447 validation_1-mae:6426.95801 [192] validation_0-mae:5988.56836 validation_1-mae:6425.22119 [193] validation_0-mae:5984.11719 validation_1-mae:6422.61084 [194] validation_0-mae:5981.32568 validation_1-mae:6422.52832 [195] validation_0-mae:5977.14600 validation_1-mae:6420.89844 [196] validation_0-mae:5973.47559 validation_1-mae:6418.94043 [197] validation_0-mae:5971.66113 validation_1-mae:6417.55371 [198] validation_0-mae:5969.41260 validation_1-mae:6418.31885 [199] validation_0-mae:5967.45605 validation_1-mae:6417.25293 [200] validation_0-mae:5964.23291 validation_1-mae:6415.77539 [201] validation_0-mae:5955.83545 validation_1-mae:6412.05762 [202] validation_0-mae:5950.46631 validation_1-mae:6408.62891 [203] validation_0-mae:5947.47314 validation_1-mae:6406.35254 [204] validation_0-mae:5944.50977 validation_1-mae:6406.10986 [205] validation_0-mae:5943.23877 validation_1-mae:6405.72852 [206] validation_0-mae:5940.53272 validation_1-mae:6405.48242 [207] validation_0-mae:5935.75928 validation_1-mae:6401.36182 [208] validation_0-mae:5931.84766 validation_1-mae:6400.55811 [209] validation_0-mae:5929.92969 validation_1-mae:6399.84912 [210] validation_0-mae:5926.29053 validation_1-mae:6398.79785 [211] validation_0-mae:5925.20850 validation_1-mae:6398.93115 [212] validation_0-mae:5923.48682 validation_1-mae:6398.01904 [213] validation_0-mae:5917.38477 validation_1-mae:6393.36719 [214] validation_0-mae:5916.17334 validation_1-mae:6392.16113 [215] validation_0-mae:5913.10400 validation_1-mae:6390.98535 [216] validation_0-mae:5910.68457 validation_1-mae:6389.87793 [217] validation_0-mae:5905.22852 validation_1-mae:6388.42334 [218] validation_0-mae:5902.50000 validation_1-mae:6388.37012 [219] validation_0-mae:5900.66016 validation_1-mae:6387.59912 [220] validation_0-mae:5895.33301 validation_1-mae:6385.48389 [221] validation_0-mae:5892.35645 validation_1-mae:6383.94336 [222] validation_0-mae:5889.16846 validation_1-mae:6383.15918 [223] validation_0-mae:5886.88232 validation_1-mae:6381.78467 [224] validation_0-mae:5884.57861 validation_1-mae:6381.09131 [225] validation_0-mae:5881.51660 validation_1-mae:6379.89844 [226] validation_0-mae:5876.54639 validation_1-mae:6376.28857 [227] validation_0-mae:5873.25781 validation_1-mae:6374.71240 [228] validation_0-mae:5871.43555 validation_1-mae:6374.79102 [229] validation_0-mae:5869.72412 validation_1-mae:6374.56543 [230] validation_0-mae:5868.24268 validation_1-mae:6373.97900 [231] validation_0-mae:5865.71191 validation_1-mae:6371.40137 [232] validation_0-mae:5861.39844 validation_1-mae:6369.49072 [233] validation_0-mae:5858.62402 validation_1-mae:6369.09619 [234] validation_0-mae:5857.54053 validation_1-mae:6368.89795 [235] validation_0-mae:5855.18848 validation_1-mae:6368.63916 [236] validation_0-mae:5849.76221 validation_1-mae:6364.79883 [237] validation_0-mae:5847.16455 validation_1-mae:6363.96924 [238] validation_0-mae:5844.80713 validation_1-mae:6362.62158 [239] validation_0-mae:5842.47559 validation_1-mae:6361.58105 [240] validation_0-mae:5841.02393 validation_1-mae:6361.21533 [241] validation_0-mae:5835.18506 validation_1-mae:6358.62500 [242] validation_0-mae:5834.14990 validation_1-mae:6358.10547 [243] validation_0-mae:5830.97022 validation_1-mae:6357.34814 [244] validation_0-mae:5826.35303 validation_1-mae:6355.10156 [245] validation_0-mae:5822.75879 validation_1-mae:6351.83838 [246] validation_0-mae:5819.25000 validation_1-mae:6350.94873 [247] validation_0-mae:5817.33740 validation_1-mae:6351.50977 [248] validation_0-mae:5815.90039 validation_1-mae:6352.04541 [249] validation_0-mae:5812.64893 validation_1-mae:6349.36230 [250] validation_0-mae:5810.14941 validation_1-mae:6348.20557 [251] validation_0-mae:5808.88037 validation_1-mae:6347.54736 [252] validation_0-mae:5806.33594 validation_1-mae:6346.44189 [253] validation_0-mae:5803.41895 validation_1-mae:6345.25879 [254] validation_0-mae:5802.08398 validation_1-mae:6344.22412 [255] validation_0-mae:5801.08252 validation_1-mae:6344.40918 [256] validation_0-mae:5798.67090 validation_1-mae:6343.92480 [257] validation_0-mae:5796.16992 validation_1-mae:6343.39209 [258] validation_0-mae:5793.70898 validation_1-mae:6341.96191 [259] validation_0-mae:5790.61230 validation_1-mae:6341.10938 [260] validation_0-mae:5789.71094 validation_1-mae:6340.77246 [261] validation_0-mae:5788.38916 validation_1-mae:6340.59131 [262] validation_0-mae:5786.41357 validation_1-mae:6340.67383 [263] validation_0-mae:5784.97754 validation_1-mae:6340.31006 [264] validation_0-mae:5783.13428 validation_1-mae:6340.06885 [265] validation_0-mae:5781.05029 validation_1-mae:6339.82764 [266] validation_0-mae:5778.25342 validation_1-mae:6339.74658 [267] validation_0-mae:5777.35645 validation_1-mae:6339.74658 [268] validation_0-mae:5775.49609 validation_1-mae:6338.93848 [269] validation_0-mae:5774.20557 validation_1-mae:6339.10840 [270] validation_0-mae:5769.17529 validation_1-mae:6335.07617 [271] validation_0-mae:5767.03760 validation_1-mae:6334.21338 [272] validation_0-mae:5764.99561 validation_1-mae:6333.44336 [273] validation_0-mae:5762.85352 validation_1-mae:6333.49902 [274] validation_0-mae:5758.76514 validation_1-mae:6331.56738 [275] validation_0-mae:5757.25635 validation_1-mae:6330.92627 [276] validation_0-mae:5754.20215 validation_1-mae:6330.81348 [277] validation_0-mae:5750.97852 validation_1-mae:6329.36328 [278] validation_0-mae:5746.91797 validation_1-mae:6327.53516 [279] validation_0-mae:5744.20654 validation_1-mae:6327.43164 [280] validation_0-mae:5742.48975 validation_1-mae:6327.46728 [281] validation_0-mae:5740.44629 validation_1-mae:6326.81103 [282] validation_0-mae:5739.79590 validation_1-mae:6326.54980 [283] validation_0-mae:5735.36963 validation_1-mae:6324.78467 [284] validation_0-mae:5734.12939 validation_1-mae:6324.20605 [285] validation_0-mae:5730.46680 validation_1-mae:6322.80469 [286] validation_0-mae:5728.56445 validation_1-mae:6322.37012 [287] validation_0-mae:5727.78076 validation_1-mae:6322.25635 [288] validation_0-mae:5721.83447 validation_1-mae:6318.28418 [289] validation_0-mae:5719.68457 validation_1-mae:6317.35352 [290] validation_0-mae:5716.20215 validation_1-mae:6317.36475 [291] validation_0-mae:5713.84277 validation_1-mae:6316.71143 [292] validation_0-mae:5712.46826 validation_1-mae:6316.18262 [293] validation_0-mae:5706.33057 validation_1-mae:6312.37158 [294] validation_0-mae:5703.01270 validation_1-mae:6310.92139 [295] validation_0-mae:5700.91113 validation_1-mae:6310.52881 [296] validation_0-mae:5700.30273 validation_1-mae:6310.23438 [297] validation_0-mae:5697.34033 validation_1-mae:6309.09912 [298] validation_0-mae:5696.84912 validation_1-mae:6309.26221 [299] validation_0-mae:5696.06299 validation_1-mae:6308.85010 [300] validation_0-mae:5694.95801 validation_1-mae:6308.65430 [301] validation_0-mae:5691.93262 validation_1-mae:6308.10107 [302] validation_0-mae:5689.42090 validation_1-mae:6309.35840 [303] validation_0-mae:5687.76758 validation_1-mae:6308.71533 [304] validation_0-mae:5684.23145 validation_1-mae:6306.63086 [305] validation_0-mae:5682.20410 validation_1-mae:6305.73975 [306] validation_0-mae:5680.16943 validation_1-mae:6304.67285 [307] validation_0-mae:5678.96191 validation_1-mae:6303.66064 [308] validation_0-mae:5677.43262 validation_1-mae:6302.87256 [309] validation_0-mae:5674.63721 validation_1-mae:6300.88281 [310] validation_0-mae:5672.92627 validation_1-mae:6300.40527 [311] validation_0-mae:5669.15478 validation_1-mae:6298.33838 [312] validation_0-mae:5668.24707 validation_1-mae:6297.75000 [313] validation_0-mae:5662.63525 validation_1-mae:6294.83740 [314] validation_0-mae:5659.63379 validation_1-mae:6294.38965 [315] validation_0-mae:5657.39893 validation_1-mae:6294.34961 [316] validation_0-mae:5654.61719 validation_1-mae:6294.34228 [317] validation_0-mae:5653.14014 validation_1-mae:6293.37061 [318] validation_0-mae:5652.25635 validation_1-mae:6292.81494 [319] validation_0-mae:5648.88232 validation_1-mae:6289.76074 [320] validation_0-mae:5647.03760 validation_1-mae:6288.70508 [321] validation_0-mae:5645.61035 validation_1-mae:6288.59228 [322] validation_0-mae:5643.88818 validation_1-mae:6288.35889 [323] validation_0-mae:5642.46289 validation_1-mae:6288.40625 [324] validation_0-mae:5641.76367 validation_1-mae:6288.24414 [325] validation_0-mae:5639.67676 validation_1-mae:6287.15527 [326] validation_0-mae:5634.81152 validation_1-mae:6286.77100 [327] validation_0-mae:5632.52539 validation_1-mae:6286.69629 [328] validation_0-mae:5628.17822 validation_1-mae:6284.79297 [329] validation_0-mae:5626.92578 validation_1-mae:6284.94385 [330] validation_0-mae:5625.27100 validation_1-mae:6284.21924 [331] validation_0-mae:5621.40137 validation_1-mae:6283.54102 [332] validation_0-mae:5617.72754 validation_1-mae:6282.00049 [333] validation_0-mae:5616.10059 validation_1-mae:6282.56982 [334] validation_0-mae:5614.88135 validation_1-mae:6282.04785 [335] validation_0-mae:5612.54736 validation_1-mae:6281.88477 [336] validation_0-mae:5610.20215 validation_1-mae:6280.04443 [337] validation_0-mae:5607.26953 validation_1-mae:6279.03320 [338] validation_0-mae:5606.31152 validation_1-mae:6278.95752 [339] validation_0-mae:5605.68603 validation_1-mae:6279.05518 [340] validation_0-mae:5601.49170 validation_1-mae:6277.58350 [341] validation_0-mae:5598.81397 validation_1-mae:6276.37256 [342] validation_0-mae:5597.27051 validation_1-mae:6275.19873 [343] validation_0-mae:5596.29883 validation_1-mae:6274.74951 [344] validation_0-mae:5594.35254 validation_1-mae:6273.99170 [345] validation_0-mae:5592.38867 validation_1-mae:6275.08936 [346] validation_0-mae:5590.66748 validation_1-mae:6274.69189 [347] validation_0-mae:5590.04590 validation_1-mae:6274.89648 [348] validation_0-mae:5587.95459 validation_1-mae:6273.77393 [349] validation_0-mae:5586.37939 validation_1-mae:6273.08252 [350] validation_0-mae:5585.16846 validation_1-mae:6272.68603 [351] validation_0-mae:5582.28174 validation_1-mae:6270.82764 [352] validation_0-mae:5579.55518 validation_1-mae:6269.55566 [353] validation_0-mae:5573.76709 validation_1-mae:6265.50537 [354] validation_0-mae:5571.76855 validation_1-mae:6266.12402 [355] validation_0-mae:5570.17773 validation_1-mae:6265.55664 [356] validation_0-mae:5569.22803 validation_1-mae:6265.68066 [357] validation_0-mae:5564.16455 validation_1-mae:6262.65625 [358] validation_0-mae:5558.75000 validation_1-mae:6259.00879 [359] validation_0-mae:5555.50879 validation_1-mae:6258.04785 [360] validation_0-mae:5553.44336 validation_1-mae:6258.07910 [361] validation_0-mae:5550.14893 validation_1-mae:6257.72656 [362] validation_0-mae:5547.77588 validation_1-mae:6257.53564 [363] validation_0-mae:5544.07422 validation_1-mae:6256.86914 [364] validation_0-mae:5540.12842 validation_1-mae:6256.44189 [365] validation_0-mae:5534.95508 validation_1-mae:6254.01904 [366] validation_0-mae:5533.27197 validation_1-mae:6253.73828 [367] validation_0-mae:5532.62158 validation_1-mae:6253.54346 [368] validation_0-mae:5530.30713 validation_1-mae:6253.03955 [369] validation_0-mae:5527.82617 validation_1-mae:6251.04395 [370] validation_0-mae:5526.31934 validation_1-mae:6251.20068 [371] validation_0-mae:5523.77978 validation_1-mae:6249.96680 [372] validation_0-mae:5522.78613 validation_1-mae:6249.58984 [373] validation_0-mae:5521.55811 validation_1-mae:6249.47852 [374] validation_0-mae:5518.79980 validation_1-mae:6248.14355 [375] validation_0-mae:5513.68994 validation_1-mae:6244.43652 [376] validation_0-mae:5511.70361 validation_1-mae:6244.29590 [377] validation_0-mae:5510.76318 validation_1-mae:6244.39404 [378] validation_0-mae:5509.95947 validation_1-mae:6244.63770 [379] validation_0-mae:5506.60059 validation_1-mae:6243.61328 [380] validation_0-mae:5503.97900 validation_1-mae:6242.94287 [381] validation_0-mae:5502.02783 validation_1-mae:6242.18408 [382] validation_0-mae:5501.35498 validation_1-mae:6241.98438 [383] validation_0-mae:5499.70264 validation_1-mae:6241.32129 [384] validation_0-mae:5497.46289 validation_1-mae:6240.51758 [385] validation_0-mae:5493.00537 validation_1-mae:6237.41846 [386] validation_0-mae:5487.87939 validation_1-mae:6235.06543 [387] validation_0-mae:5485.96240 validation_1-mae:6234.44189 [388] validation_0-mae:5484.15625 validation_1-mae:6234.75147 [389] validation_0-mae:5482.43408 validation_1-mae:6234.58691 [390] validation_0-mae:5480.87109 validation_1-mae:6234.11426 [391] validation_0-mae:5476.54688 validation_1-mae:6232.46094 [392] validation_0-mae:5472.50537 validation_1-mae:6229.93311 [393] validation_0-mae:5470.59131 validation_1-mae:6229.98584 [394] validation_0-mae:5468.62988 validation_1-mae:6228.74414 [395] validation_0-mae:5466.18555 validation_1-mae:6229.06250 [396] validation_0-mae:5464.84473 validation_1-mae:6228.73682 [397] validation_0-mae:5463.18164 validation_1-mae:6228.37549 [398] validation_0-mae:5461.99023 validation_1-mae:6227.67139 [399] validation_0-mae:5459.96631 validation_1-mae:6227.28613 [400] validation_0-mae:5459.30273 validation_1-mae:6227.53955 [401] validation_0-mae:5458.69141 validation_1-mae:6227.56299 [402] validation_0-mae:5457.75488 validation_1-mae:6227.61914 [403] validation_0-mae:5456.99023 validation_1-mae:6227.50000 [404] validation_0-mae:5456.01758 validation_1-mae:6227.56738 [405] validation_0-mae:5453.14014 validation_1-mae:6226.54004 [406] validation_0-mae:5450.37353 validation_1-mae:6225.24023 [407] validation_0-mae:5446.11279 validation_1-mae:6223.06494 [408] validation_0-mae:5444.87891 validation_1-mae:6223.58105 [409] validation_0-mae:5443.69531 validation_1-mae:6223.06445 [410] validation_0-mae:5441.98047 validation_1-mae:6222.68359 [411] validation_0-mae:5439.56543 validation_1-mae:6222.55908 [412] validation_0-mae:5437.30859 validation_1-mae:6220.96631 [413] validation_0-mae:5433.45312 validation_1-mae:6219.47461 [414] validation_0-mae:5432.29785 validation_1-mae:6219.48096 [415] validation_0-mae:5431.37158 validation_1-mae:6219.52978 [416] validation_0-mae:5430.67578 validation_1-mae:6219.64062 [417] validation_0-mae:5428.31641 validation_1-mae:6219.75049 [418] validation_0-mae:5423.63086 validation_1-mae:6217.77686 [419] validation_0-mae:5419.38184 validation_1-mae:6218.14453 [420] validation_0-mae:5417.89160 validation_1-mae:6217.58740 [421] validation_0-mae:5416.26074 validation_1-mae:6216.65625 [422] validation_0-mae:5414.98291 validation_1-mae:6216.86230 [423] validation_0-mae:5413.72217 validation_1-mae:6216.08105 [424] validation_0-mae:5411.91895 validation_1-mae:6215.15137 [425] validation_0-mae:5409.52441 validation_1-mae:6214.64502 [426] validation_0-mae:5408.50635 validation_1-mae:6214.33008 [427] validation_0-mae:5406.71045 validation_1-mae:6214.54932 [428] validation_0-mae:5403.92041 validation_1-mae:6213.26855 [429] validation_0-mae:5402.81055 validation_1-mae:6212.65283 [430] validation_0-mae:5402.35596 validation_1-mae:6212.52490 [431] validation_0-mae:5401.42334 validation_1-mae:6212.23828 [432] validation_0-mae:5398.70459 validation_1-mae:6212.01953 [433] validation_0-mae:5397.05518 validation_1-mae:6212.25488 [434] validation_0-mae:5394.93848 validation_1-mae:6211.44775 [435] validation_0-mae:5392.80322 validation_1-mae:6210.96289 [436] validation_0-mae:5391.19189 validation_1-mae:6210.70605 [437] validation_0-mae:5389.87451 validation_1-mae:6210.52441 [438] validation_0-mae:5387.27881 validation_1-mae:6209.51074 [439] validation_0-mae:5387.01514 validation_1-mae:6209.54297 [440] validation_0-mae:5385.50293 validation_1-mae:6209.69385 [441] validation_0-mae:5383.13721 validation_1-mae:6209.10693 [442] validation_0-mae:5381.67871 validation_1-mae:6208.66162 [443] validation_0-mae:5380.93311 validation_1-mae:6208.36768 [444] validation_0-mae:5379.64941 validation_1-mae:6208.08789 [445] validation_0-mae:5378.60107 validation_1-mae:6208.29541 [446] validation_0-mae:5378.05859 validation_1-mae:6208.56885 [447] validation_0-mae:5376.38135 validation_1-mae:6208.07520 [448] validation_0-mae:5372.58203 validation_1-mae:6207.37451 [449] validation_0-mae:5372.04883 validation_1-mae:6207.55322 [450] validation_0-mae:5371.38037 validation_1-mae:6207.54492 [451] validation_0-mae:5370.33594 validation_1-mae:6207.20996 [452] validation_0-mae:5366.94287 validation_1-mae:6207.23193 [453] validation_0-mae:5365.89941 validation_1-mae:6207.26807 [454] validation_0-mae:5364.57227 validation_1-mae:6207.40918 [455] validation_0-mae:5363.79150 validation_1-mae:6207.54834 [456] validation_0-mae:5362.51807 validation_1-mae:6207.67139 [457] validation_0-mae:5360.91943 validation_1-mae:6207.69434 [458] validation_0-mae:5360.56885 validation_1-mae:6207.86768 [459] validation_0-mae:5358.92871 validation_1-mae:6208.11865 [460] validation_0-mae:5356.50488 validation_1-mae:6208.19141 [461] validation_0-mae:5353.52637 validation_1-mae:6206.23828 [462] validation_0-mae:5352.03662 validation_1-mae:6206.15283 [463] validation_0-mae:5347.55859 validation_1-mae:6204.14209 [464] validation_0-mae:5346.57666 validation_1-mae:6203.76953 [465] validation_0-mae:5346.46728 validation_1-mae:6203.82910 [466] validation_0-mae:5345.68262 validation_1-mae:6204.04492 [467] validation_0-mae:5344.04248 validation_1-mae:6203.41406 [468] validation_0-mae:5341.53711 validation_1-mae:6202.05322 [469] validation_0-mae:5340.54590 validation_1-mae:6202.15283 [470] validation_0-mae:5338.15820 validation_1-mae:6201.67871 [471] validation_0-mae:5335.82080 validation_1-mae:6201.95117 [472] validation_0-mae:5335.17236 validation_1-mae:6202.21191 [473] validation_0-mae:5333.96143 validation_1-mae:6201.31445 [474] validation_0-mae:5333.34228 validation_1-mae:6201.38135 [475] validation_0-mae:5330.09814 validation_1-mae:6200.18066 [476] validation_0-mae:5327.69482 validation_1-mae:6199.37842 [477] validation_0-mae:5324.14062 validation_1-mae:6197.91650 [478] validation_0-mae:5321.98926 validation_1-mae:6196.43457 [479] validation_0-mae:5319.28125 validation_1-mae:6195.70264 [480] validation_0-mae:5317.30078 validation_1-mae:6195.91895 [481] validation_0-mae:5314.87012 validation_1-mae:6196.14111 [482] validation_0-mae:5313.63477 validation_1-mae:6196.58740 [483] validation_0-mae:5311.73828 validation_1-mae:6195.36719 [484] validation_0-mae:5309.15918 validation_1-mae:6193.93408 [485] validation_0-mae:5308.33203 validation_1-mae:6193.81348 [486] validation_0-mae:5306.53516 validation_1-mae:6193.21045 [487] validation_0-mae:5304.73193 validation_1-mae:6192.87451 [488] validation_0-mae:5301.20361 validation_1-mae:6191.51270 [489] validation_0-mae:5300.04639 validation_1-mae:6192.07959 [490] validation_0-mae:5299.16895 validation_1-mae:6191.77148 [491] validation_0-mae:5297.91992 validation_1-mae:6191.37988 [492] validation_0-mae:5297.04736 validation_1-mae:6191.61035 [493] validation_0-mae:5296.33789 validation_1-mae:6191.34619 [494] validation_0-mae:5293.96143 validation_1-mae:6191.21582 [495] validation_0-mae:5293.43799 validation_1-mae:6191.20605 [496] validation_0-mae:5292.10205 validation_1-mae:6191.17285 [497] validation_0-mae:5289.68506 validation_1-mae:6190.97656 [498] validation_0-mae:5288.35547 validation_1-mae:6190.76270 [499] validation_0-mae:5286.18164 validation_1-mae:6190.12061 [500] validation_0-mae:5284.24463 validation_1-mae:6190.04492 [501] validation_0-mae:5281.43945 validation_1-mae:6188.29199 [502] validation_0-mae:5278.84619 validation_1-mae:6188.31201 [503] validation_0-mae:5277.03369 validation_1-mae:6188.02148 [504] validation_0-mae:5273.55811 validation_1-mae:6185.52539 [505] validation_0-mae:5272.79883 validation_1-mae:6185.53272 [506] validation_0-mae:5271.56982 validation_1-mae:6185.97022 [507] validation_0-mae:5271.35156 validation_1-mae:6186.11230 [508] validation_0-mae:5271.07812 validation_1-mae:6186.27881 [509] validation_0-mae:5270.06445 validation_1-mae:6185.76514 [510] validation_0-mae:5269.51904 validation_1-mae:6186.17188 [511] validation_0-mae:5268.56592 validation_1-mae:6185.87695 [512] validation_0-mae:5265.03125 validation_1-mae:6184.28613 [513] validation_0-mae:5262.62549 validation_1-mae:6183.33057 [514] validation_0-mae:5260.44043 validation_1-mae:6182.54980 [515] validation_0-mae:5257.97900 validation_1-mae:6182.06006 [516] validation_0-mae:5256.90283 validation_1-mae:6182.14844 [517] validation_0-mae:5255.10303 validation_1-mae:6181.46289 [518] validation_0-mae:5252.84473 validation_1-mae:6180.88525 [519] validation_0-mae:5252.40478 validation_1-mae:6180.94922 [520] validation_0-mae:5251.08643 validation_1-mae:6180.60400 [521] validation_0-mae:5249.37793 validation_1-mae:6179.91943 [522] validation_0-mae:5248.68311 validation_1-mae:6179.71094 [523] validation_0-mae:5246.23438 validation_1-mae:6178.51514 [524] validation_0-mae:5245.01855 validation_1-mae:6178.67920 [525] validation_0-mae:5243.73877 validation_1-mae:6178.78027 [526] validation_0-mae:5242.24268 validation_1-mae:6178.72998 [527] validation_0-mae:5240.91504 validation_1-mae:6178.13330 [528] validation_0-mae:5239.57812 validation_1-mae:6178.34668 [529] validation_0-mae:5237.26660 validation_1-mae:6178.29004 [530] validation_0-mae:5235.48389 validation_1-mae:6176.98291 [531] validation_0-mae:5231.89160 validation_1-mae:6176.42090 [532] validation_0-mae:5229.72705 validation_1-mae:6174.85059 [533] validation_0-mae:5228.37598 validation_1-mae:6174.88037 [534] validation_0-mae:5226.28467 validation_1-mae:6174.64453 [535] validation_0-mae:5225.19336 validation_1-mae:6173.95752 [536] validation_0-mae:5224.94531 validation_1-mae:6174.25488 [537] validation_0-mae:5222.95410 validation_1-mae:6173.78174 [538] validation_0-mae:5220.89062 validation_1-mae:6174.33203 [539] validation_0-mae:5219.10596 validation_1-mae:6173.93555 [540] validation_0-mae:5218.11328 validation_1-mae:6173.64990 [541] validation_0-mae:5215.49121 validation_1-mae:6172.51318 [542] validation_0-mae:5212.44971 validation_1-mae:6170.75635 [543] validation_0-mae:5209.60498 validation_1-mae:6170.21484 [544] validation_0-mae:5206.64893 validation_1-mae:6169.75830 [545] validation_0-mae:5204.96826 validation_1-mae:6169.40820 [546] validation_0-mae:5202.60010 validation_1-mae:6168.19775 [547] validation_0-mae:5201.38672 validation_1-mae:6168.57617 [548] validation_0-mae:5199.03809 validation_1-mae:6167.40430 [549] validation_0-mae:5196.31543 validation_1-mae:6166.59863 [550] validation_0-mae:5193.99609 validation_1-mae:6166.25098 [551] validation_0-mae:5192.04297 validation_1-mae:6166.00781 [552] validation_0-mae:5189.67383 validation_1-mae:6165.23145 [553] validation_0-mae:5188.03223 validation_1-mae:6165.69580 [554] validation_0-mae:5185.80420 validation_1-mae:6165.70947 [555] validation_0-mae:5184.42090 validation_1-mae:6165.10254 [556] validation_0-mae:5182.29053 validation_1-mae:6164.80273 [557] validation_0-mae:5181.06250 validation_1-mae:6164.95996 [558] validation_0-mae:5179.53857 validation_1-mae:6164.53906 [559] validation_0-mae:5179.16797 validation_1-mae:6164.47949 [560] validation_0-mae:5176.49707 validation_1-mae:6164.52051 [561] validation_0-mae:5174.97217 validation_1-mae:6163.96191 [562] validation_0-mae:5173.61230 validation_1-mae:6163.88477 [563] validation_0-mae:5170.79443 validation_1-mae:6162.52734 [564] validation_0-mae:5168.06982 validation_1-mae:6162.07422 [565] validation_0-mae:5164.51025 validation_1-mae:6161.61719 [566] validation_0-mae:5161.33154 validation_1-mae:6160.86719 [567] validation_0-mae:5159.57764 validation_1-mae:6160.43115 [568] validation_0-mae:5158.19922 validation_1-mae:6160.30273 [569] validation_0-mae:5155.93018 validation_1-mae:6159.60547 [570] validation_0-mae:5153.66504 validation_1-mae:6159.06689 [571] validation_0-mae:5153.10156 validation_1-mae:6158.90576 [572] validation_0-mae:5149.62695 validation_1-mae:6158.54688 [573] validation_0-mae:5145.58057 validation_1-mae:6157.02686 [574] validation_0-mae:5144.28174 validation_1-mae:6156.74414 [575] validation_0-mae:5142.29980 validation_1-mae:6156.44775 [576] validation_0-mae:5140.47461 validation_1-mae:6156.35693 [577] validation_0-mae:5138.52930 validation_1-mae:6155.35645 [578] validation_0-mae:5135.68359 validation_1-mae:6154.53467 [579] validation_0-mae:5133.39160 validation_1-mae:6154.35986 [580] validation_0-mae:5132.45264 validation_1-mae:6154.22314 [581] validation_0-mae:5131.19238 validation_1-mae:6154.18799 [582] validation_0-mae:5130.14111 validation_1-mae:6154.28955 [583] validation_0-mae:5128.22900 validation_1-mae:6154.36523 [584] validation_0-mae:5126.09570 validation_1-mae:6154.10352 [585] validation_0-mae:5124.25537 validation_1-mae:6153.50049 [586] validation_0-mae:5122.73877 validation_1-mae:6153.21973 [587] validation_0-mae:5122.18701 validation_1-mae:6153.01270 [588] validation_0-mae:5120.92334 validation_1-mae:6153.13574 [589] validation_0-mae:5118.58545 validation_1-mae:6152.44727 [590] validation_0-mae:5117.33008 validation_1-mae:6152.33203 [591] validation_0-mae:5115.51904 validation_1-mae:6152.45703 [592] validation_0-mae:5112.59619 validation_1-mae:6152.37207 [593] validation_0-mae:5110.67041 validation_1-mae:6151.52490 [594] validation_0-mae:5108.45850 validation_1-mae:6151.55762 [595] validation_0-mae:5105.67188 validation_1-mae:6150.92969 [596] validation_0-mae:5105.47754 validation_1-mae:6151.04248 [597] validation_0-mae:5104.41260 validation_1-mae:6150.49268 [598] validation_0-mae:5101.42139 validation_1-mae:6150.82666 [599] validation_0-mae:5100.91504 validation_1-mae:6150.54199 [600] validation_0-mae:5099.69482 validation_1-mae:6150.52930 [601] validation_0-mae:5098.05273 validation_1-mae:6150.10986 [602] validation_0-mae:5096.64941 validation_1-mae:6150.11914 [603] validation_0-mae:5096.04492 validation_1-mae:6150.21728 [604] validation_0-mae:5095.68994 validation_1-mae:6150.20117 [605] validation_0-mae:5094.94922 validation_1-mae:6150.59570 [606] validation_0-mae:5094.39453 validation_1-mae:6150.75830 [607] validation_0-mae:5092.63672 validation_1-mae:6150.46777 [608] validation_0-mae:5091.37793 validation_1-mae:6150.52930 [609] validation_0-mae:5089.71094 validation_1-mae:6150.16162 [610] validation_0-mae:5087.91162 validation_1-mae:6150.52148 [611] validation_0-mae:5085.43994 validation_1-mae:6149.28809 [612] validation_0-mae:5084.92725 validation_1-mae:6149.05713 [613] validation_0-mae:5084.35596 validation_1-mae:6148.83496 [614] validation_0-mae:5083.33740 validation_1-mae:6148.74951 [615] validation_0-mae:5082.37158 validation_1-mae:6148.90381 [616] validation_0-mae:5082.07861 validation_1-mae:6148.97266 [617] validation_0-mae:5080.79443 validation_1-mae:6149.33154 [618] validation_0-mae:5080.57324 validation_1-mae:6149.44238 [619] validation_0-mae:5080.12793 validation_1-mae:6149.61816 [620] validation_0-mae:5077.20215 validation_1-mae:6147.94238 [621] validation_0-mae:5076.17725 validation_1-mae:6148.24561 [622] validation_0-mae:5074.29883 validation_1-mae:6149.07568 [623] validation_0-mae:5073.21191 validation_1-mae:6149.18994 [624] validation_0-mae:5071.07568 validation_1-mae:6149.13672 [625] validation_0-mae:5070.55176 validation_1-mae:6149.48535 [626] validation_0-mae:5069.29492 validation_1-mae:6149.18701 [627] validation_0-mae:5068.13965 validation_1-mae:6149.08838 [628] validation_0-mae:5065.52344 validation_1-mae:6148.22168 [629] validation_0-mae:5063.47559 validation_1-mae:6147.96338 [630] validation_0-mae:5060.55469 validation_1-mae:6146.81201 [631] validation_0-mae:5059.12158 validation_1-mae:6146.10938 [632] validation_0-mae:5056.90674 validation_1-mae:6145.71143 [633] validation_0-mae:5055.14209 validation_1-mae:6145.60742 [634] validation_0-mae:5052.30957 validation_1-mae:6144.05469 [635] validation_0-mae:5049.32520 validation_1-mae:6142.25684 [636] validation_0-mae:5047.79736 validation_1-mae:6141.95801 [637] validation_0-mae:5045.06982 validation_1-mae:6141.02783 [638] validation_0-mae:5043.60547 validation_1-mae:6141.36572 [639] validation_0-mae:5042.24170 validation_1-mae:6141.38281 [640] validation_0-mae:5039.70752 validation_1-mae:6140.13525 [641] validation_0-mae:5038.29248 validation_1-mae:6140.31006 [642] validation_0-mae:5036.26367 validation_1-mae:6139.35645 [643] validation_0-mae:5036.04150 validation_1-mae:6139.46045 [644] validation_0-mae:5034.92822 validation_1-mae:6139.81397 [645] validation_0-mae:5033.88037 validation_1-mae:6139.64502 [646] validation_0-mae:5032.52051 validation_1-mae:6139.45605 [647] validation_0-mae:5031.27051 validation_1-mae:6139.41309 [648] validation_0-mae:5028.19043 validation_1-mae:6139.61230 [649] validation_0-mae:5026.33105 validation_1-mae:6139.82471 [650] validation_0-mae:5024.63770 validation_1-mae:6139.82715 [651] validation_0-mae:5023.44873 validation_1-mae:6139.03516 [652] validation_0-mae:5022.59033 validation_1-mae:6139.23389 [653] validation_0-mae:5021.92578 validation_1-mae:6139.54590 [654] validation_0-mae:5020.20166 validation_1-mae:6138.54004 [655] validation_0-mae:5018.98633 validation_1-mae:6138.79639 [656] validation_0-mae:5018.34473 validation_1-mae:6138.70947 [657] validation_0-mae:5016.46777 validation_1-mae:6138.39062 [658] validation_0-mae:5014.04688 validation_1-mae:6138.36279 [659] validation_0-mae:5012.94092 validation_1-mae:6137.94629 [660] validation_0-mae:5011.05078 validation_1-mae:6138.02734 [661] validation_0-mae:5007.35400 validation_1-mae:6136.69580 [662] validation_0-mae:5005.70752 validation_1-mae:6136.26855 [663] validation_0-mae:5003.63623 validation_1-mae:6135.75928 [664] validation_0-mae:5002.14111 validation_1-mae:6135.62598 [665] validation_0-mae:5001.03564 validation_1-mae:6135.40234 [666] validation_0-mae:4999.66992 validation_1-mae:6135.01807 [667] validation_0-mae:4998.04639 validation_1-mae:6134.69824 [668] validation_0-mae:4995.13037 validation_1-mae:6133.61865 [669] validation_0-mae:4993.00586 validation_1-mae:6133.10107 [670] validation_0-mae:4991.68506 validation_1-mae:6133.11572 [671] validation_0-mae:4990.33398 validation_1-mae:6132.74902 [672] validation_0-mae:4988.60010 validation_1-mae:6132.61035 [673] validation_0-mae:4987.90137 validation_1-mae:6132.34766 [674] validation_0-mae:4987.31543 validation_1-mae:6131.84228 [675] validation_0-mae:4985.99023 validation_1-mae:6131.83057 [676] validation_0-mae:4985.48242 validation_1-mae:6132.46533 [677] validation_0-mae:4984.18457 validation_1-mae:6132.29346 [678] validation_0-mae:4982.78369 validation_1-mae:6131.63184 [679] validation_0-mae:4981.15918 validation_1-mae:6131.21436 [680] validation_0-mae:4979.68652 validation_1-mae:6131.12647 [681] validation_0-mae:4977.61426 validation_1-mae:6131.28906 [682] validation_0-mae:4976.09033 validation_1-mae:6131.31592 [683] validation_0-mae:4975.29297 validation_1-mae:6131.35547 [684] validation_0-mae:4973.80713 validation_1-mae:6130.63037 [685] validation_0-mae:4972.82031 validation_1-mae:6130.63330 [686] validation_0-mae:4971.41162 validation_1-mae:6130.91309 [687] validation_0-mae:4970.42822 validation_1-mae:6131.28467 [688] validation_0-mae:4967.89258 validation_1-mae:6130.12158 [689] validation_0-mae:4966.05859 validation_1-mae:6129.89258 [690] validation_0-mae:4964.88770 validation_1-mae:6130.54053 [691] validation_0-mae:4963.01855 validation_1-mae:6129.70410 [692] validation_0-mae:4961.09717 validation_1-mae:6128.59131 [693] validation_0-mae:4958.62939 validation_1-mae:6127.81299 [694] validation_0-mae:4956.28027 validation_1-mae:6127.41699 [695] validation_0-mae:4953.82666 validation_1-mae:6126.42676 [696] validation_0-mae:4950.86475 validation_1-mae:6125.80664 [697] validation_0-mae:4949.13330 validation_1-mae:6125.67529 [698] validation_0-mae:4946.91846 validation_1-mae:6124.48389 [699] validation_0-mae:4944.75537 validation_1-mae:6123.87695 [700] validation_0-mae:4943.77490 validation_1-mae:6123.46680 [701] validation_0-mae:4941.40723 validation_1-mae:6122.42676 [702] validation_0-mae:4940.26855 validation_1-mae:6122.67285 [703] validation_0-mae:4939.54053 validation_1-mae:6122.58154 [704] validation_0-mae:4938.02637 validation_1-mae:6122.57373 [705] validation_0-mae:4937.54980 validation_1-mae:6122.42529 [706] validation_0-mae:4936.64844 validation_1-mae:6122.51514 [707] validation_0-mae:4935.02197 validation_1-mae:6122.29443 [708] validation_0-mae:4933.65234 validation_1-mae:6122.27197 [709] validation_0-mae:4931.94336 validation_1-mae:6121.17822 [710] validation_0-mae:4928.60596 validation_1-mae:6120.32666 [711] validation_0-mae:4927.01465 validation_1-mae:6120.96289 [712] validation_0-mae:4925.89746 validation_1-mae:6121.54980 [713] validation_0-mae:4924.39062 validation_1-mae:6121.54834 [714] validation_0-mae:4923.24121 validation_1-mae:6121.76465 [715] validation_0-mae:4922.36963 validation_1-mae:6121.57520 [716] validation_0-mae:4920.99853 validation_1-mae:6121.36475 [717] validation_0-mae:4920.37695 validation_1-mae:6121.44043 [718] validation_0-mae:4920.30469 validation_1-mae:6121.41602 [719] validation_0-mae:4919.80518 validation_1-mae:6121.54004 [720] validation_0-mae:4917.33984 validation_1-mae:6121.55029 [721] validation_0-mae:4915.56543 validation_1-mae:6121.43750 [722] validation_0-mae:4914.62500 validation_1-mae:6120.84522 [723] validation_0-mae:4912.88330 validation_1-mae:6120.89941 [724] validation_0-mae:4910.13623 validation_1-mae:6120.35986 [725] validation_0-mae:4909.28613 validation_1-mae:6120.32715 [726] validation_0-mae:4907.80176 validation_1-mae:6119.89111 [727] validation_0-mae:4904.70410 validation_1-mae:6120.39258 [728] validation_0-mae:4903.72949 validation_1-mae:6120.74219 [729] validation_0-mae:4901.66992 validation_1-mae:6119.54541 [730] validation_0-mae:4900.67920 validation_1-mae:6119.19922 [731] validation_0-mae:4900.15674 validation_1-mae:6119.03467 [732] validation_0-mae:4899.05078 validation_1-mae:6118.79346 [733] validation_0-mae:4897.48779 validation_1-mae:6118.80811 [734] validation_0-mae:4896.84863 validation_1-mae:6118.50439 [735] validation_0-mae:4895.38623 validation_1-mae:6117.69482 [736] validation_0-mae:4893.67236 validation_1-mae:6117.44775 [737] validation_0-mae:4893.26709 validation_1-mae:6117.53223 [738] validation_0-mae:4891.74756 validation_1-mae:6117.04346 [739] validation_0-mae:4890.16846 validation_1-mae:6116.72998 [740] validation_0-mae:4888.93555 validation_1-mae:6116.40283 [741] validation_0-mae:4888.50195 validation_1-mae:6116.24316 [742] validation_0-mae:4887.63232 validation_1-mae:6116.44385 [743] validation_0-mae:4885.72754 validation_1-mae:6116.09277 [744] validation_0-mae:4884.85645 validation_1-mae:6116.19092 [745] validation_0-mae:4882.33398 validation_1-mae:6115.68603 [746] validation_0-mae:4881.10449 validation_1-mae:6115.38037 [747] validation_0-mae:4880.51025 validation_1-mae:6115.25244 [748] validation_0-mae:4879.97559 validation_1-mae:6115.41553 [749] validation_0-mae:4879.29736 validation_1-mae:6115.12061 [750] validation_0-mae:4876.92334 validation_1-mae:6114.52148 [751] validation_0-mae:4875.67188 validation_1-mae:6114.09961 [752] validation_0-mae:4873.24951 validation_1-mae:6114.28125 [753] validation_0-mae:4872.35156 validation_1-mae:6114.72559 [754] validation_0-mae:4869.98096 validation_1-mae:6114.35352 [755] validation_0-mae:4868.56397 validation_1-mae:6114.25293 [756] validation_0-mae:4866.93750 validation_1-mae:6114.12109 [757] validation_0-mae:4865.23047 validation_1-mae:6114.45117 [758] validation_0-mae:4863.48633 validation_1-mae:6114.36035 [759] validation_0-mae:4862.71582 validation_1-mae:6114.51416 [760] validation_0-mae:4861.17578 validation_1-mae:6114.28564 [761] validation_0-mae:4859.53467 validation_1-mae:6114.29492 [762] validation_0-mae:4857.29053 validation_1-mae:6112.96387 [763] validation_0-mae:4856.07764 validation_1-mae:6113.16016 [764] validation_0-mae:4854.67480 validation_1-mae:6112.79395 [765] validation_0-mae:4853.71191 validation_1-mae:6112.85645 [766] validation_0-mae:4852.95117 validation_1-mae:6112.77734 [767] validation_0-mae:4850.67969 validation_1-mae:6112.27051 [768] validation_0-mae:4850.55127 validation_1-mae:6112.18994 [769] validation_0-mae:4849.64062 validation_1-mae:6112.21875 [770] validation_0-mae:4848.25391 validation_1-mae:6112.53125 [771] validation_0-mae:4847.51172 validation_1-mae:6112.22852 [772] validation_0-mae:4846.42285 validation_1-mae:6112.36182 [773] validation_0-mae:4844.52100 validation_1-mae:6111.34961 [774] validation_0-mae:4842.87744 validation_1-mae:6110.92285 [775] validation_0-mae:4841.68652 validation_1-mae:6110.64551 [776] validation_0-mae:4839.03027 validation_1-mae:6109.64795 [777] validation_0-mae:4837.46191 validation_1-mae:6110.24902 [778] validation_0-mae:4836.04248 validation_1-mae:6109.24414 [779] validation_0-mae:4834.28809 validation_1-mae:6109.18408 [780] validation_0-mae:4832.93457 validation_1-mae:6109.48096 [781] validation_0-mae:4832.39355 validation_1-mae:6109.31103 [782] validation_0-mae:4830.93311 validation_1-mae:6109.02637 [783] validation_0-mae:4830.51855 validation_1-mae:6108.89111 [784] validation_0-mae:4830.41113 validation_1-mae:6109.02783 [785] validation_0-mae:4828.60449 validation_1-mae:6108.78516 [786] validation_0-mae:4828.45508 validation_1-mae:6108.81885 [787] validation_0-mae:4826.55615 validation_1-mae:6108.26318 [788] validation_0-mae:4824.92725 validation_1-mae:6108.01270 [789] validation_0-mae:4823.38477 validation_1-mae:6107.09424 [790] validation_0-mae:4822.93506 validation_1-mae:6106.93652 [791] validation_0-mae:4820.62402 validation_1-mae:6105.99561 [792] validation_0-mae:4819.14648 validation_1-mae:6105.90723 [793] validation_0-mae:4817.20020 validation_1-mae:6104.90674 [794] validation_0-mae:4815.83789 validation_1-mae:6104.55127 [795] validation_0-mae:4814.35498 validation_1-mae:6103.55615 [796] validation_0-mae:4812.94922 validation_1-mae:6103.35205 [797] validation_0-mae:4811.30615 validation_1-mae:6103.36475 [798] validation_0-mae:4808.98682 validation_1-mae:6103.21045 [799] validation_0-mae:4806.53076 validation_1-mae:6102.56250 [800] validation_0-mae:4804.55420 validation_1-mae:6102.05566 [801] validation_0-mae:4802.60840 validation_1-mae:6102.06397 [802] validation_0-mae:4800.77344 validation_1-mae:6102.82227 [803] validation_0-mae:4799.65234 validation_1-mae:6102.80518 [804] validation_0-mae:4798.42627 validation_1-mae:6103.09814 [805] validation_0-mae:4796.70117 validation_1-mae:6102.82227 [806] validation_0-mae:4795.54932 validation_1-mae:6102.52539 [807] validation_0-mae:4794.41406 validation_1-mae:6102.84522 [808] validation_0-mae:4792.90137 validation_1-mae:6102.93603 [809] validation_0-mae:4790.24805 validation_1-mae:6101.52734 [810] validation_0-mae:4789.14160 validation_1-mae:6101.55664 [811] validation_0-mae:4787.24072 validation_1-mae:6100.58301 [812] validation_0-mae:4786.01172 validation_1-mae:6100.12598 [813] validation_0-mae:4785.45654 validation_1-mae:6100.34228 [814] validation_0-mae:4784.52246 validation_1-mae:6099.92676 [815] validation_0-mae:4783.09277 validation_1-mae:6099.13330 [816] validation_0-mae:4782.01904 validation_1-mae:6098.67627 [817] validation_0-mae:4781.19189 validation_1-mae:6098.50098 [818] validation_0-mae:4779.78906 validation_1-mae:6098.19873 [819] validation_0-mae:4778.60303 validation_1-mae:6098.10400 [820] validation_0-mae:4777.32959 validation_1-mae:6098.30273 [821] validation_0-mae:4776.45117 validation_1-mae:6097.99707 [822] validation_0-mae:4775.14648 validation_1-mae:6097.80762 [823] validation_0-mae:4771.89795 validation_1-mae:6096.72070 [824] validation_0-mae:4770.59082 validation_1-mae:6096.56103 [825] validation_0-mae:4769.90918 validation_1-mae:6096.56641 [826] validation_0-mae:4769.41748 validation_1-mae:6096.03223 [827] validation_0-mae:4768.18262 validation_1-mae:6095.10498 [828] validation_0-mae:4766.97656 validation_1-mae:6094.87061 [829] validation_0-mae:4765.31982 validation_1-mae:6094.62402 [830] validation_0-mae:4764.49219 validation_1-mae:6094.87598 [831] validation_0-mae:4763.47363 validation_1-mae:6094.66846 [832] validation_0-mae:4762.11523 validation_1-mae:6093.69385 [833] validation_0-mae:4761.89893 validation_1-mae:6093.77539 [834] validation_0-mae:4760.69092 validation_1-mae:6093.57471 [835] validation_0-mae:4759.78564 validation_1-mae:6093.87598 [836] validation_0-mae:4757.62500 validation_1-mae:6094.15625 [837] validation_0-mae:4756.51367 validation_1-mae:6094.60889 [838] validation_0-mae:4755.37305 validation_1-mae:6094.52100 [839] validation_0-mae:4753.44824 validation_1-mae:6093.76221 [840] validation_0-mae:4751.40137 validation_1-mae:6093.04932 [841] validation_0-mae:4749.53174 validation_1-mae:6092.79443 [842] validation_0-mae:4747.85645 validation_1-mae:6092.72656 [843] validation_0-mae:4746.28613 validation_1-mae:6093.20117 [844] validation_0-mae:4744.27588 validation_1-mae:6093.38721 [845] validation_0-mae:4742.74658 validation_1-mae:6092.83350 [846] validation_0-mae:4741.46045 validation_1-mae:6092.74072 [847] validation_0-mae:4739.25439 validation_1-mae:6092.85107 [848] validation_0-mae:4738.54297 validation_1-mae:6092.87207 [849] validation_0-mae:4737.36084 validation_1-mae:6092.60156 [850] validation_0-mae:4735.98389 validation_1-mae:6092.32812 [851] validation_0-mae:4734.92480 validation_1-mae:6092.41797 [852] validation_0-mae:4733.19141 validation_1-mae:6091.59180 [853] validation_0-mae:4732.15625 validation_1-mae:6091.46045 [854] validation_0-mae:4731.72803 validation_1-mae:6091.26123 [855] validation_0-mae:4729.52051 validation_1-mae:6090.09619 [856] validation_0-mae:4728.39209 validation_1-mae:6090.39844 [857] validation_0-mae:4727.45605 validation_1-mae:6090.52344 [858] validation_0-mae:4726.72461 validation_1-mae:6090.33545 [859] validation_0-mae:4725.68457 validation_1-mae:6090.61426 [860] validation_0-mae:4724.08203 validation_1-mae:6090.51172 [861] validation_0-mae:4722.31445 validation_1-mae:6090.33252 [862] validation_0-mae:4721.97559 validation_1-mae:6090.08887 [863] validation_0-mae:4721.80371 validation_1-mae:6089.99219 [864] validation_0-mae:4721.13721 validation_1-mae:6090.39014 [865] validation_0-mae:4719.82471 validation_1-mae:6090.24268 [866] validation_0-mae:4718.15478 validation_1-mae:6089.17383 [867] validation_0-mae:4717.32568 validation_1-mae:6089.22217 [868] validation_0-mae:4716.13184 validation_1-mae:6088.99561 [869] validation_0-mae:4715.15967 validation_1-mae:6089.02393 [870] validation_0-mae:4714.15039 validation_1-mae:6088.84228 [871] validation_0-mae:4712.73242 validation_1-mae:6088.28027 [872] validation_0-mae:4711.00293 validation_1-mae:6088.22754 [873] validation_0-mae:4709.97900 validation_1-mae:6087.93213 [874] validation_0-mae:4707.97559 validation_1-mae:6088.39648 [875] validation_0-mae:4706.72363 validation_1-mae:6087.58301 [876] validation_0-mae:4704.36963 validation_1-mae:6086.21777 [877] validation_0-mae:4703.37158 validation_1-mae:6086.22705 [878] validation_0-mae:4701.94531 validation_1-mae:6086.13135 [879] validation_0-mae:4701.37939 validation_1-mae:6086.79932 [880] validation_0-mae:4699.98096 validation_1-mae:6086.57324 [881] validation_0-mae:4699.02441 validation_1-mae:6086.41016 [882] validation_0-mae:4698.25928 validation_1-mae:6086.73877 [883] validation_0-mae:4697.04248 validation_1-mae:6086.43750 [884] validation_0-mae:4696.32422 validation_1-mae:6086.56494 [885] validation_0-mae:4695.71338 validation_1-mae:6086.29443 [886] validation_0-mae:4693.81543 validation_1-mae:6085.83447 [887] validation_0-mae:4692.12793 validation_1-mae:6084.99072 [888] validation_0-mae:4690.47607 validation_1-mae:6084.71924 [889] validation_0-mae:4689.16797 validation_1-mae:6083.91406 [890] validation_0-mae:4687.85059 validation_1-mae:6083.86572 [891] validation_0-mae:4686.29150 validation_1-mae:6082.81445 [892] validation_0-mae:4685.47314 validation_1-mae:6082.79932 [893] validation_0-mae:4684.11621 validation_1-mae:6082.57324 [894] validation_0-mae:4682.44678 validation_1-mae:6081.89844 [895] validation_0-mae:4681.95898 validation_1-mae:6082.08057 [896] validation_0-mae:4681.06445 validation_1-mae:6081.93848 [897] validation_0-mae:4680.84717 validation_1-mae:6081.90137 [898] validation_0-mae:4679.30957 validation_1-mae:6082.08887 [899] validation_0-mae:4677.73926 validation_1-mae:6081.71777 [900] validation_0-mae:4675.95166 validation_1-mae:6081.41455 [901] validation_0-mae:4674.81006 validation_1-mae:6081.11475 [902] validation_0-mae:4673.75439 validation_1-mae:6081.03467 [903] validation_0-mae:4672.66846 validation_1-mae:6080.96582 [904] validation_0-mae:4671.78955 validation_1-mae:6081.40137 [905] validation_0-mae:4669.78467 validation_1-mae:6081.50293 [906] validation_0-mae:4668.09033 validation_1-mae:6081.22217 [907] validation_0-mae:4666.56738 validation_1-mae:6081.54639 [908] validation_0-mae:4664.41455 validation_1-mae:6080.34375 [909] validation_0-mae:4662.23438 validation_1-mae:6079.79932 [910] validation_0-mae:4660.88330 validation_1-mae:6079.68994 [911] validation_0-mae:4659.00977 validation_1-mae:6079.17725 [912] validation_0-mae:4657.48291 validation_1-mae:6078.87549 [913] validation_0-mae:4655.72412 validation_1-mae:6078.52490 [914] validation_0-mae:4654.91895 validation_1-mae:6078.59277 [915] validation_0-mae:4653.59082 validation_1-mae:6077.96484 [916] validation_0-mae:4651.97559 validation_1-mae:6078.56250 [917] validation_0-mae:4650.51758 validation_1-mae:6078.42236 [918] validation_0-mae:4649.01855 validation_1-mae:6078.37353 [919] validation_0-mae:4647.76416 validation_1-mae:6078.31299 [920] validation_0-mae:4646.27051 validation_1-mae:6078.06445 [921] validation_0-mae:4644.66846 validation_1-mae:6078.56494 [922] validation_0-mae:4644.09228 validation_1-mae:6078.36182 [923] validation_0-mae:4643.25098 validation_1-mae:6078.20605 [924] validation_0-mae:4642.32227 validation_1-mae:6077.98193 [925] validation_0-mae:4641.64941 validation_1-mae:6078.03857 [926] validation_0-mae:4641.34668 validation_1-mae:6078.02441 [927] validation_0-mae:4640.54004 validation_1-mae:6077.95850 [928] validation_0-mae:4639.86182 validation_1-mae:6078.27393 [929] validation_0-mae:4639.39502 validation_1-mae:6078.21680 [930] validation_0-mae:4637.88379 validation_1-mae:6078.29980 [931] validation_0-mae:4636.05469 validation_1-mae:6078.51709 [932] validation_0-mae:4635.04932 validation_1-mae:6079.30664 [933] validation_0-mae:4633.78369 validation_1-mae:6078.83594 [934] validation_0-mae:4632.68701 validation_1-mae:6078.94238 [935] validation_0-mae:4631.39160 validation_1-mae:6079.44336 [936] validation_0-mae:4630.83545 validation_1-mae:6079.23779 [937] validation_0-mae:4628.72754 validation_1-mae:6078.71484 [938] validation_0-mae:4626.89453 validation_1-mae:6079.14600 [939] validation_0-mae:4624.54004 validation_1-mae:6078.71191 [940] validation_0-mae:4622.33008 validation_1-mae:6078.83594 [941] validation_0-mae:4620.40137 validation_1-mae:6078.18506 [942] validation_0-mae:4619.47168 validation_1-mae:6078.20654 [943] validation_0-mae:4618.24365 validation_1-mae:6077.68897 [944] validation_0-mae:4616.76465 validation_1-mae:6077.20801 [945] validation_0-mae:4614.87207 validation_1-mae:6076.45020 [946] validation_0-mae:4612.75195 validation_1-mae:6076.23438 [947] validation_0-mae:4611.36816 validation_1-mae:6076.78027 [948] validation_0-mae:4609.45898 validation_1-mae:6076.25439 [949] validation_0-mae:4608.28369 validation_1-mae:6076.16406 [950] validation_0-mae:4607.60205 validation_1-mae:6076.27930 [951] validation_0-mae:4606.11035 validation_1-mae:6075.59424 [952] validation_0-mae:4604.28809 validation_1-mae:6075.64551 [953] validation_0-mae:4603.58057 validation_1-mae:6075.51562 [954] validation_0-mae:4603.05127 validation_1-mae:6075.41211 [955] validation_0-mae:4602.50488 validation_1-mae:6075.69385 [956] validation_0-mae:4601.44287 validation_1-mae:6076.03955 [957] validation_0-mae:4600.17773 validation_1-mae:6076.28223 [958] validation_0-mae:4599.47461 validation_1-mae:6076.37451 [959] validation_0-mae:4597.81641 validation_1-mae:6076.25342 [960] validation_0-mae:4596.74609 validation_1-mae:6076.13770 [961] validation_0-mae:4595.06055 validation_1-mae:6075.30176 [962] validation_0-mae:4594.25830 validation_1-mae:6075.27051 [963] validation_0-mae:4592.29150 validation_1-mae:6074.92627 [964] validation_0-mae:4591.40478 validation_1-mae:6075.05615 [965] validation_0-mae:4590.25049 validation_1-mae:6074.92334 [966] validation_0-mae:4587.81250 validation_1-mae:6074.80225 [967] validation_0-mae:4587.03272 validation_1-mae:6074.74853 [968] validation_0-mae:4586.05469 validation_1-mae:6074.93652 [969] validation_0-mae:4585.26221 validation_1-mae:6074.57715 [970] validation_0-mae:4583.81934 validation_1-mae:6074.47607 [971] validation_0-mae:4582.27588 validation_1-mae:6073.85693 [972] validation_0-mae:4581.50195 validation_1-mae:6073.81885 [973] validation_0-mae:4581.27441 validation_1-mae:6073.79248 [974] validation_0-mae:4580.67725 validation_1-mae:6073.40478 [975] validation_0-mae:4580.06006 validation_1-mae:6073.14746 [976] validation_0-mae:4579.33105 validation_1-mae:6073.28076 [977] validation_0-mae:4578.92676 validation_1-mae:6073.02783 [978] validation_0-mae:4577.95117 validation_1-mae:6072.82324 [979] validation_0-mae:4577.09131 validation_1-mae:6072.73730 [980] validation_0-mae:4576.77295 validation_1-mae:6072.62500 [981] validation_0-mae:4575.57959 validation_1-mae:6072.33008 [982] validation_0-mae:4575.16357 validation_1-mae:6072.22852 [983] validation_0-mae:4574.84180 validation_1-mae:6072.06494 [984] validation_0-mae:4574.72803 validation_1-mae:6072.08447 [985] validation_0-mae:4574.40674 validation_1-mae:6071.97412 [986] validation_0-mae:4573.01709 validation_1-mae:6071.32861 [987] validation_0-mae:4572.04541 validation_1-mae:6070.94385 [988] validation_0-mae:4570.89746 validation_1-mae:6070.57910 [989] validation_0-mae:4570.59863 validation_1-mae:6070.63965 [990] validation_0-mae:4570.04248 validation_1-mae:6070.21289 [991] validation_0-mae:4569.38916 validation_1-mae:6070.28906 [992] validation_0-mae:4568.69971 validation_1-mae:6070.43115 [993] validation_0-mae:4568.56592 validation_1-mae:6070.41602 [994] validation_0-mae:4567.58936 validation_1-mae:6070.00195 [995] validation_0-mae:4566.23242 validation_1-mae:6069.95264 [996] validation_0-mae:4565.15186 validation_1-mae:6070.49853 [997] validation_0-mae:4564.32324 validation_1-mae:6070.31348 [998] validation_0-mae:4562.72412 validation_1-mae:6069.65674 [999] validation_0-mae:4560.81006 validation_1-mae:6070.08936 [1000] validation_0-mae:4559.38330 validation_1-mae:6070.36230 [1001] validation_0-mae:4557.80078 validation_1-mae:6070.47461 [1002] validation_0-mae:4556.89111 validation_1-mae:6070.48486 [1003] validation_0-mae:4555.58398 validation_1-mae:6070.34619 [1004] validation_0-mae:4554.41553 validation_1-mae:6070.16162 [1005] validation_0-mae:4553.16797 validation_1-mae:6070.27246 [1006] validation_0-mae:4551.69580 validation_1-mae:6070.83447 [1007] validation_0-mae:4550.49170 validation_1-mae:6070.47607 [1008] validation_0-mae:4549.62500 validation_1-mae:6070.42822 [1009] validation_0-mae:4549.02783 validation_1-mae:6070.17627 [1010] validation_0-mae:4548.21387 validation_1-mae:6070.25342 [1011] validation_0-mae:4546.76855 validation_1-mae:6069.95068 [1012] validation_0-mae:4545.41943 validation_1-mae:6069.89209 [1013] validation_0-mae:4543.76172 validation_1-mae:6069.05713 [1014] validation_0-mae:4542.70508 validation_1-mae:6068.52686 [1015] validation_0-mae:4541.46240 validation_1-mae:6068.47998 [1016] validation_0-mae:4539.40918 validation_1-mae:6067.49072 [1017] validation_0-mae:4538.45361 validation_1-mae:6067.83887 [1018] validation_0-mae:4537.73926 validation_1-mae:6067.76318 [1019] validation_0-mae:4537.06494 validation_1-mae:6067.34228 [1020] validation_0-mae:4536.34814 validation_1-mae:6067.10645 [1021] validation_0-mae:4535.64160 validation_1-mae:6067.95068 [1022] validation_0-mae:4534.26807 validation_1-mae:6067.54492 [1023] validation_0-mae:4532.84082 validation_1-mae:6067.71533 [1024] validation_0-mae:4532.63232 validation_1-mae:6067.89404 [1025] validation_0-mae:4531.13721 validation_1-mae:6067.43066 [1026] validation_0-mae:4529.91553 validation_1-mae:6067.47510 [1027] validation_0-mae:4529.29199 validation_1-mae:6067.20361 [1028] validation_0-mae:4528.85938 validation_1-mae:6067.28272 [1029] validation_0-mae:4527.80908 validation_1-mae:6066.84766 [1030] validation_0-mae:4526.45361 validation_1-mae:6066.61133 [1031] validation_0-mae:4525.35645 validation_1-mae:6066.22803 [1032] validation_0-mae:4523.87988 validation_1-mae:6066.23633 [1033] validation_0-mae:4522.76562 validation_1-mae:6066.11230 [1034] validation_0-mae:4521.97217 validation_1-mae:6066.61865 [1035] validation_0-mae:4521.01709 validation_1-mae:6066.02295 [1036] validation_0-mae:4519.14160 validation_1-mae:6066.00049 [1037] validation_0-mae:4518.44922 validation_1-mae:6066.78906 [1038] validation_0-mae:4517.32959 validation_1-mae:6066.29102 [1039] validation_0-mae:4516.42090 validation_1-mae:6066.05859 [1040] validation_0-mae:4515.19727 validation_1-mae:6065.66211 [1041] validation_0-mae:4513.46143 validation_1-mae:6064.64258 [1042] validation_0-mae:4512.90137 validation_1-mae:6065.04932 [1043] validation_0-mae:4511.61133 validation_1-mae:6064.85889 [1044] validation_0-mae:4511.17383 validation_1-mae:6064.71924 [1045] validation_0-mae:4509.35156 validation_1-mae:6064.06689 [1046] validation_0-mae:4508.61670 validation_1-mae:6063.95850 [1047] validation_0-mae:4507.37842 validation_1-mae:6063.78369 [1048] validation_0-mae:4505.40869 validation_1-mae:6064.19775 [1049] validation_0-mae:4503.59326 validation_1-mae:6064.24609 [1050] validation_0-mae:4501.98291 validation_1-mae:6063.88428 [1051] validation_0-mae:4500.71094 validation_1-mae:6064.40625 [1052] validation_0-mae:4499.34961 validation_1-mae:6064.52637 [1053] validation_0-mae:4497.74316 validation_1-mae:6064.29297 [1054] validation_0-mae:4496.77783 validation_1-mae:6064.38965 [1055] validation_0-mae:4494.84912 validation_1-mae:6064.66113 [1056] validation_0-mae:4493.43945 validation_1-mae:6064.22217 [1057] validation_0-mae:4492.13330 validation_1-mae:6063.93750 [1058] validation_0-mae:4491.57422 validation_1-mae:6063.74219 [1059] validation_0-mae:4490.52344 validation_1-mae:6063.53467 [1060] validation_0-mae:4489.62744 validation_1-mae:6063.39258 [1061] validation_0-mae:4488.46631 validation_1-mae:6063.61328 [1062] validation_0-mae:4486.00732 validation_1-mae:6062.45361 [1063] validation_0-mae:4485.15674 validation_1-mae:6062.69385 [1064] validation_0-mae:4483.82471 validation_1-mae:6062.52100 [1065] validation_0-mae:4482.82471 validation_1-mae:6062.42041 [1066] validation_0-mae:4481.75244 validation_1-mae:6061.55518 [1067] validation_0-mae:4480.80176 validation_1-mae:6061.39453 [1068] validation_0-mae:4479.78418 validation_1-mae:6060.97852 [1069] validation_0-mae:4478.51172 validation_1-mae:6060.79248 [1070] validation_0-mae:4477.41064 validation_1-mae:6061.08887 [1071] validation_0-mae:4476.42188 validation_1-mae:6060.84033 [1072] validation_0-mae:4475.04053 validation_1-mae:6061.39111 [1073] validation_0-mae:4474.55615 validation_1-mae:6061.17969 [1074] validation_0-mae:4473.81787 validation_1-mae:6061.02978 [1075] validation_0-mae:4472.49707 validation_1-mae:6061.02832 [1076] validation_0-mae:4471.87451 validation_1-mae:6061.12549 [1077] validation_0-mae:4470.72949 validation_1-mae:6060.79443 [1078] validation_0-mae:4469.63477 validation_1-mae:6061.00098 [1079] validation_0-mae:4468.87939 validation_1-mae:6060.97070 [1080] validation_0-mae:4468.10400 validation_1-mae:6060.90527 [1081] validation_0-mae:4467.27051 validation_1-mae:6060.81299 [1082] validation_0-mae:4466.43848 validation_1-mae:6060.45703 [1083] validation_0-mae:4465.11084 validation_1-mae:6060.50439 [1084] validation_0-mae:4464.27002 validation_1-mae:6060.41553 [1085] validation_0-mae:4463.21289 validation_1-mae:6060.00684 [1086] validation_0-mae:4462.40527 validation_1-mae:6060.08154 [1087] validation_0-mae:4461.18945 validation_1-mae:6060.22412 [1088] validation_0-mae:4459.77393 validation_1-mae:6059.22168 [1089] validation_0-mae:4458.60449 validation_1-mae:6059.20215 [1090] validation_0-mae:4457.22314 validation_1-mae:6058.85791 [1091] validation_0-mae:4455.54395 validation_1-mae:6058.39990 [1092] validation_0-mae:4454.09570 validation_1-mae:6058.38232 [1093] validation_0-mae:4452.85547 validation_1-mae:6057.58838 [1094] validation_0-mae:4451.24072 validation_1-mae:6057.34814 [1095] validation_0-mae:4450.25586 validation_1-mae:6057.23877 [1096] validation_0-mae:4448.87305 validation_1-mae:6057.58740 [1097] validation_0-mae:4447.56787 validation_1-mae:6058.80811 [1098] validation_0-mae:4446.32227 validation_1-mae:6058.49023 [1099] validation_0-mae:4445.37109 validation_1-mae:6058.72949 [1100] validation_0-mae:4444.14648 validation_1-mae:6058.75391 [1101] validation_0-mae:4443.22022 validation_1-mae:6058.58594 [1102] validation_0-mae:4442.17188 validation_1-mae:6058.49414 [1103] validation_0-mae:4440.60010 validation_1-mae:6058.14307 [1104] validation_0-mae:4439.96924 validation_1-mae:6058.27490 [1105] validation_0-mae:4439.47119 validation_1-mae:6058.51025 [1106] validation_0-mae:4439.04932 validation_1-mae:6058.58057 [1107] validation_0-mae:4437.60156 validation_1-mae:6058.37939 [1108] validation_0-mae:4436.62939 validation_1-mae:6058.29785 [1109] validation_0-mae:4435.28809 validation_1-mae:6058.54053 [1110] validation_0-mae:4434.12695 validation_1-mae:6058.49072 [1111] validation_0-mae:4433.86816 validation_1-mae:6058.34961 [1112] validation_0-mae:4433.73828 validation_1-mae:6058.22412 [1113] validation_0-mae:4432.32227 validation_1-mae:6058.59668 [1114] validation_0-mae:4430.90918 validation_1-mae:6058.80518 [1115] validation_0-mae:4430.13525 validation_1-mae:6058.24268 [1116] validation_0-mae:4429.52100 validation_1-mae:6058.20361 [1117] validation_0-mae:4428.55225 validation_1-mae:6058.09473 [1118] validation_0-mae:4427.78272 validation_1-mae:6058.15869 [1119] validation_0-mae:4426.41699 validation_1-mae:6058.67627 [1120] validation_0-mae:4425.92676 validation_1-mae:6058.31592 [1121] validation_0-mae:4424.85645 validation_1-mae:6058.07910 [1122] validation_0-mae:4424.43897 validation_1-mae:6057.90478 [1123] validation_0-mae:4424.26221 validation_1-mae:6058.09961 [1124] validation_0-mae:4423.73779 validation_1-mae:6057.93652 [1125] validation_0-mae:4423.11670 validation_1-mae:6058.00977 [1126] validation_0-mae:4422.24707 validation_1-mae:6058.03174 [1127] validation_0-mae:4419.71973 validation_1-mae:6057.99219 [1128] validation_0-mae:4418.86328 validation_1-mae:6057.62109 [1129] validation_0-mae:4417.91895 validation_1-mae:6057.54492 [1130] validation_0-mae:4416.69434 validation_1-mae:6057.31055 [1131] validation_0-mae:4416.04541 validation_1-mae:6057.59766 [1132] validation_0-mae:4414.55029 validation_1-mae:6057.20703 [1133] validation_0-mae:4413.76318 validation_1-mae:6056.80420 [1134] validation_0-mae:4412.13867 validation_1-mae:6056.91260 [1135] validation_0-mae:4411.21826 validation_1-mae:6056.41455 [1136] validation_0-mae:4410.18262 validation_1-mae:6055.75732 [1137] validation_0-mae:4408.51221 validation_1-mae:6055.29004 [1138] validation_0-mae:4407.34082 validation_1-mae:6055.51172 [1139] validation_0-mae:4406.30957 validation_1-mae:6056.27002 [1140] validation_0-mae:4405.50195 validation_1-mae:6056.07715 [1141] validation_0-mae:4403.98145 validation_1-mae:6056.38672 [1142] validation_0-mae:4402.91406 validation_1-mae:6056.32764 [1143] validation_0-mae:4402.45752 validation_1-mae:6056.24609 [1144] validation_0-mae:4401.54395 validation_1-mae:6055.87744 [1145] validation_0-mae:4400.78027 validation_1-mae:6056.23340 [1146] validation_0-mae:4399.34912 validation_1-mae:6056.43994 [1147] validation_0-mae:4398.72119 validation_1-mae:6056.47705 [1148] validation_0-mae:4397.68799 validation_1-mae:6056.80322 [1149] validation_0-mae:4396.79834 validation_1-mae:6056.55078 [1150] validation_0-mae:4396.37647 validation_1-mae:6056.42725 [1151] validation_0-mae:4395.08398 validation_1-mae:6056.00781 [1152] validation_0-mae:4393.84131 validation_1-mae:6055.92529 [1153] validation_0-mae:4392.59570 validation_1-mae:6055.20361 [1154] validation_0-mae:4391.68994 validation_1-mae:6055.23535 [1155] validation_0-mae:4390.87500 validation_1-mae:6054.68408 [1156] validation_0-mae:4390.08350 validation_1-mae:6054.52588 [1157] validation_0-mae:4388.75049 validation_1-mae:6054.64209 [1158] validation_0-mae:4387.92822 validation_1-mae:6054.72949 [1159] validation_0-mae:4387.46143 validation_1-mae:6054.82617 [1160] validation_0-mae:4386.82324 validation_1-mae:6054.49512 [1161] validation_0-mae:4385.75879 validation_1-mae:6054.24219 [1162] validation_0-mae:4384.32373 validation_1-mae:6054.08057 [1163] validation_0-mae:4383.58936 validation_1-mae:6053.93408 [1164] validation_0-mae:4382.23730 validation_1-mae:6053.90186 [1165] validation_0-mae:4381.14746 validation_1-mae:6054.11768 [1166] validation_0-mae:4379.78613 validation_1-mae:6054.16406 [1167] validation_0-mae:4378.00439 validation_1-mae:6054.92871 [1168] validation_0-mae:4377.61084 validation_1-mae:6054.65039 [1169] validation_0-mae:4376.44775 validation_1-mae:6054.54004 [1170] validation_0-mae:4375.74707 validation_1-mae:6054.50781 [1171] validation_0-mae:4375.14795 validation_1-mae:6054.69092 [1172] validation_0-mae:4374.22656 validation_1-mae:6054.23193 [1173] validation_0-mae:4373.38770 validation_1-mae:6054.03516 [1174] validation_0-mae:4372.69336 validation_1-mae:6053.99902 [1175] validation_0-mae:4371.87256 validation_1-mae:6054.25977 [1176] validation_0-mae:4371.49756 validation_1-mae:6054.14307 [1177] validation_0-mae:4370.57910 validation_1-mae:6054.50098 [1178] validation_0-mae:4369.66162 validation_1-mae:6054.48926 [1179] validation_0-mae:4368.70850 validation_1-mae:6054.57031 [1180] validation_0-mae:4367.13086 validation_1-mae:6054.47363 [1181] validation_0-mae:4366.47266 validation_1-mae:6054.21924 [1182] validation_0-mae:4366.10254 validation_1-mae:6054.40918 [1183] validation_0-mae:4365.65088 validation_1-mae:6054.35010 [1184] validation_0-mae:4365.48242 validation_1-mae:6054.33154 [1185] validation_0-mae:4365.43994 validation_1-mae:6054.34814 [1186] validation_0-mae:4364.75195 validation_1-mae:6054.56250 [1187] validation_0-mae:4363.06641 validation_1-mae:6054.39209 [1188] validation_0-mae:4361.94678 validation_1-mae:6054.52490 [1189] validation_0-mae:4360.34717 validation_1-mae:6054.24268 [1190] validation_0-mae:4359.16992 validation_1-mae:6054.26367 [1191] validation_0-mae:4358.55859 validation_1-mae:6054.13037 [1192] validation_0-mae:4358.38037 validation_1-mae:6054.18799 [1193] validation_0-mae:4357.52344 validation_1-mae:6054.49707 [1194] validation_0-mae:4357.03711 validation_1-mae:6054.55078 [1195] validation_0-mae:4356.18164 validation_1-mae:6054.70361 [1196] validation_0-mae:4355.73584 validation_1-mae:6054.62353 [1197] validation_0-mae:4354.74805 validation_1-mae:6054.01709 [1198] validation_0-mae:4354.05029 validation_1-mae:6054.22022 [1199] validation_0-mae:4352.52197 validation_1-mae:6054.70850 [1200] validation_0-mae:4351.59668 validation_1-mae:6054.47607 [1201] validation_0-mae:4350.68066 validation_1-mae:6054.72949 [1202] validation_0-mae:4349.12158 validation_1-mae:6054.09717 [1203] validation_0-mae:4347.96094 validation_1-mae:6054.82275 [1204] validation_0-mae:4346.58105 validation_1-mae:6055.00195 [1205] validation_0-mae:4345.67383 validation_1-mae:6055.50439 [1206] validation_0-mae:4343.80713 validation_1-mae:6054.92236 [1207] validation_0-mae:4342.40820 validation_1-mae:6055.00488 [1208] validation_0-mae:4341.45068 validation_1-mae:6055.03223 [1209] validation_0-mae:4340.16309 validation_1-mae:6054.54102 [1210] validation_0-mae:4338.61963 validation_1-mae:6054.57861 [1211] validation_0-mae:4337.90430 validation_1-mae:6054.61572 [1212] validation_0-mae:4336.58887 validation_1-mae:6053.97852 [1213] validation_0-mae:4335.41309 validation_1-mae:6054.14746 [1214] validation_0-mae:4334.84522 validation_1-mae:6054.10840 [1215] validation_0-mae:4334.29199 validation_1-mae:6053.97900 [1216] validation_0-mae:4333.22705 validation_1-mae:6054.04541 [1217] validation_0-mae:4332.65381 validation_1-mae:6053.92188 [1218] validation_0-mae:4331.94775 validation_1-mae:6053.76123 [1219] validation_0-mae:4330.86963 validation_1-mae:6053.85400 [1220] validation_0-mae:4329.53955 validation_1-mae:6053.17529 [1221] validation_0-mae:4328.13818 validation_1-mae:6052.74512 [1222] validation_0-mae:4327.59473 validation_1-mae:6053.08057 [1223] validation_0-mae:4326.70801 validation_1-mae:6053.46191 [1224] validation_0-mae:4325.79346 validation_1-mae:6053.72998 [1225] validation_0-mae:4325.06201 validation_1-mae:6053.48242 [1226] validation_0-mae:4324.21680 validation_1-mae:6053.42188 [1227] validation_0-mae:4323.58252 validation_1-mae:6053.84570 [1228] validation_0-mae:4322.40869 validation_1-mae:6054.24707 [1229] validation_0-mae:4321.58057 validation_1-mae:6054.41846 [1230] validation_0-mae:4320.75732 validation_1-mae:6054.11035 [1231] validation_0-mae:4319.76123 validation_1-mae:6054.64111 [1232] validation_0-mae:4319.35107 validation_1-mae:6054.47217 [1233] validation_0-mae:4317.74121 validation_1-mae:6053.65088 [1234] validation_0-mae:4317.06494 validation_1-mae:6053.86377 [1235] validation_0-mae:4316.31445 validation_1-mae:6053.65967 [1236] validation_0-mae:4315.98340 validation_1-mae:6053.97022 [1237] validation_0-mae:4315.76465 validation_1-mae:6054.25928 [1238] validation_0-mae:4315.41650 validation_1-mae:6054.32324 [1239] validation_0-mae:4315.00635 validation_1-mae:6054.41895 [1240] validation_0-mae:4314.49414 validation_1-mae:6054.48633 [1241] validation_0-mae:4314.14160 validation_1-mae:6054.60303 [1242] validation_0-mae:4313.34619 validation_1-mae:6054.49951 [1243] validation_0-mae:4312.59668 validation_1-mae:6054.57178 [1244] validation_0-mae:4311.98389 validation_1-mae:6054.63379 [1245] validation_0-mae:4311.93603 validation_1-mae:6054.63867 [1246] validation_0-mae:4310.71484 validation_1-mae:6053.24756 [1247] validation_0-mae:4308.75049 validation_1-mae:6052.67676 [1248] validation_0-mae:4307.82520 validation_1-mae:6052.67334 [1249] validation_0-mae:4305.89502 validation_1-mae:6053.26611 [1250] validation_0-mae:4304.11475 validation_1-mae:6053.53369 [1251] validation_0-mae:4302.52246 validation_1-mae:6053.26123 [1252] validation_0-mae:4301.59717 validation_1-mae:6053.46631 [1253] validation_0-mae:4299.97461 validation_1-mae:6053.57568 [1254] validation_0-mae:4299.12353 validation_1-mae:6053.47363 [1255] validation_0-mae:4298.12891 validation_1-mae:6053.39893 [1256] validation_0-mae:4296.70947 validation_1-mae:6053.41650 [1257] validation_0-mae:4295.55762 validation_1-mae:6053.27246 [1258] validation_0-mae:4293.99268 validation_1-mae:6053.23828 [1259] validation_0-mae:4293.22900 validation_1-mae:6053.88037 [1260] validation_0-mae:4292.58154 validation_1-mae:6054.14453 [1261] validation_0-mae:4291.97852 validation_1-mae:6053.84522 [1262] validation_0-mae:4291.50439 validation_1-mae:6053.73682 [1263] validation_0-mae:4291.06543 validation_1-mae:6053.87891 [1264] validation_0-mae:4290.74707 validation_1-mae:6053.97363 [1265] validation_0-mae:4289.95459 validation_1-mae:6053.84717 [1266] validation_0-mae:4289.44629 validation_1-mae:6054.09814 [1267] validation_0-mae:4288.59424 validation_1-mae:6054.21826 [1268] validation_0-mae:4287.77051 validation_1-mae:6054.52686 [1269] validation_0-mae:4287.06641 validation_1-mae:6054.73682 [1270] validation_0-mae:4286.32422 validation_1-mae:6054.80420 [1271] validation_0-mae:4285.24805 validation_1-mae:6054.54883 [1272] validation_0-mae:4285.15772 validation_1-mae:6054.53662 [1273] validation_0-mae:4284.90625 validation_1-mae:6054.72803 [1274] validation_0-mae:4283.77393 validation_1-mae:6055.07568 [1275] validation_0-mae:4283.06250 validation_1-mae:6055.39111 [1276] validation_0-mae:4281.56397 validation_1-mae:6055.25293 [1277] validation_0-mae:4280.50488 validation_1-mae:6055.22607 [1278] validation_0-mae:4279.93408 validation_1-mae:6055.41064 [1279] validation_0-mae:4279.02197 validation_1-mae:6055.11084 [1280] validation_0-mae:4277.87353 validation_1-mae:6054.76416 [1281] validation_0-mae:4276.15039 validation_1-mae:6055.28906 [1282] validation_0-mae:4274.21094 validation_1-mae:6054.91992 [1283] validation_0-mae:4273.31445 validation_1-mae:6054.99170 [1284] validation_0-mae:4271.50586 validation_1-mae:6054.98779 [1285] validation_0-mae:4269.92480 validation_1-mae:6055.25928 [1286] validation_0-mae:4268.82666 validation_1-mae:6055.28320 [1287] validation_0-mae:4267.82568 validation_1-mae:6055.18359 [1288] validation_0-mae:4266.36719 validation_1-mae:6055.49805 [1289] validation_0-mae:4265.17041 validation_1-mae:6055.01074 [1290] validation_0-mae:4263.89111 validation_1-mae:6054.86621 [1291] validation_0-mae:4262.14941 validation_1-mae:6055.06397 [1292] validation_0-mae:4260.71387 validation_1-mae:6055.18311 [1293] validation_0-mae:4259.94141 validation_1-mae:6055.01416 [1294] validation_0-mae:4259.40820 validation_1-mae:6055.00684 [1295] validation_0-mae:4257.77344 validation_1-mae:6054.56299 [1296] validation_0-mae:4257.44727 validation_1-mae:6054.60840 [1297] validation_0-mae:4257.18555 validation_1-mae:6054.54980 [1298] validation_0-mae:4256.54492 validation_1-mae:6054.64453 [1299] validation_0-mae:4255.93897 validation_1-mae:6054.89795 [1300] validation_0-mae:4255.68359 validation_1-mae:6055.02930 [1301] validation_0-mae:4253.51660 validation_1-mae:6054.68848 [1302] validation_0-mae:4252.59570 validation_1-mae:6054.73535 [1303] validation_0-mae:4252.45215 validation_1-mae:6054.66211 [1304] validation_0-mae:4252.20996 validation_1-mae:6054.42578 [1305] validation_0-mae:4251.99072 validation_1-mae:6054.48730 [1306] validation_0-mae:4251.28320 validation_1-mae:6054.43359 [1307] validation_0-mae:4250.58545 validation_1-mae:6054.28027 [1308] validation_0-mae:4249.78809 validation_1-mae:6054.39258 [1309] validation_0-mae:4248.79199 validation_1-mae:6053.95215 [1310] validation_0-mae:4247.71045 validation_1-mae:6053.74268 [1311] validation_0-mae:4246.84131 validation_1-mae:6053.93994 [1312] validation_0-mae:4245.72461 validation_1-mae:6054.02344 [1313] validation_0-mae:4244.71338 validation_1-mae:6053.98926 [1314] validation_0-mae:4243.61426 validation_1-mae:6054.54736 [1315] validation_0-mae:4243.03027 validation_1-mae:6054.48193 [1316] validation_0-mae:4242.34424 validation_1-mae:6054.25830 [1317] validation_0-mae:4242.10107 validation_1-mae:6054.23535 [1318] validation_0-mae:4241.08154 validation_1-mae:6054.09863 [1319] validation_0-mae:4240.50342 validation_1-mae:6054.27978 [1320] validation_0-mae:4240.36230 validation_1-mae:6054.27686 [1321] validation_0-mae:4239.05225 validation_1-mae:6054.30566 [1322] validation_0-mae:4237.57666 validation_1-mae:6054.44629 [1323] validation_0-mae:4236.46436 validation_1-mae:6054.10303 [1324] validation_0-mae:4235.38477 validation_1-mae:6053.26953 [1325] validation_0-mae:4234.86963 validation_1-mae:6053.17773 [1326] validation_0-mae:4233.60938 validation_1-mae:6053.28174 [1327] validation_0-mae:4233.41113 validation_1-mae:6053.32422 [1328] validation_0-mae:4232.10254 validation_1-mae:6053.35107 [1329] validation_0-mae:4231.28955 validation_1-mae:6053.01709 [1330] validation_0-mae:4230.45703 validation_1-mae:6052.94092 [1331] validation_0-mae:4229.42969 validation_1-mae:6052.37402 [1332] validation_0-mae:4228.68262 validation_1-mae:6052.49756 [1333] validation_0-mae:4227.67578 validation_1-mae:6052.36084 [1334] validation_0-mae:4226.99658 validation_1-mae:6052.47363 [1335] validation_0-mae:4225.80566 validation_1-mae:6052.61279 [1336] validation_0-mae:4224.24414 validation_1-mae:6053.22266 [1337] validation_0-mae:4223.91895 validation_1-mae:6053.41016 [1338] validation_0-mae:4222.72900 validation_1-mae:6053.29883 [1339] validation_0-mae:4221.56152 validation_1-mae:6052.91260 [1340] validation_0-mae:4220.77978 validation_1-mae:6052.77588 [1341] validation_0-mae:4220.33789 validation_1-mae:6052.85205 [1342] validation_0-mae:4218.91846 validation_1-mae:6053.26416 [1343] validation_0-mae:4217.79004 validation_1-mae:6053.51953 [1344] validation_0-mae:4216.28125 validation_1-mae:6052.91064 [1345] validation_0-mae:4214.39453 validation_1-mae:6053.47168 [1346] validation_0-mae:4213.73877 validation_1-mae:6053.58398 [1347] validation_0-mae:4212.62500 validation_1-mae:6054.17285 [1348] validation_0-mae:4211.09717 validation_1-mae:6054.18994 [1349] validation_0-mae:4210.18018 validation_1-mae:6053.88428 [1350] validation_0-mae:4208.86377 validation_1-mae:6053.93603 [1351] validation_0-mae:4208.02978 validation_1-mae:6054.28076 [1352] validation_0-mae:4207.08203 validation_1-mae:6054.54932 [1353] validation_0-mae:4206.27588 validation_1-mae:6054.55518 [1354] validation_0-mae:4205.10498 validation_1-mae:6054.43359 [1355] validation_0-mae:4204.19092 validation_1-mae:6054.35791 [1356] validation_0-mae:4203.47217 validation_1-mae:6054.09375 [1357] validation_0-mae:4202.77441 validation_1-mae:6053.68945 [1358] validation_0-mae:4201.46680 validation_1-mae:6053.78027 [1359] validation_0-mae:4200.50244 validation_1-mae:6054.46582 [1360] validation_0-mae:4199.47314 validation_1-mae:6054.42285 [1361] validation_0-mae:4199.23047 validation_1-mae:6054.36182 [1362] validation_0-mae:4197.80469 validation_1-mae:6054.63330 [1363] validation_0-mae:4196.51855 validation_1-mae:6054.43066 [1364] validation_0-mae:4194.97656 validation_1-mae:6054.54443 [1365] validation_0-mae:4194.71484 validation_1-mae:6054.47363 [1366] validation_0-mae:4194.42334 validation_1-mae:6054.54639 [1367] validation_0-mae:4193.30469 validation_1-mae:6055.09863 [1368] validation_0-mae:4192.60156 validation_1-mae:6055.29736 [1369] validation_0-mae:4192.20068 validation_1-mae:6055.31348 [1370] validation_0-mae:4191.44092 validation_1-mae:6055.50342 [1371] validation_0-mae:4191.11963 validation_1-mae:6055.40869 [1372] validation_0-mae:4189.74316 validation_1-mae:6055.24268 [1373] validation_0-mae:4189.22949 validation_1-mae:6055.37402 [1374] validation_0-mae:4188.13574 validation_1-mae:6054.97754 [1375] validation_0-mae:4187.41357 validation_1-mae:6054.99365 [1376] validation_0-mae:4185.67090 validation_1-mae:6055.06103 [1377] validation_0-mae:4184.28906 validation_1-mae:6055.35645 [1378] validation_0-mae:4183.47070 validation_1-mae:6055.45752 [1379] validation_0-mae:4181.97461 validation_1-mae:6055.47754 [1380] validation_0-mae:4181.08887 validation_1-mae:6055.65772 [1381] validation_0-mae:4180.23535 validation_1-mae:6055.97998 [1382] validation_0-mae:4179.48291 validation_1-mae:6056.04102 [1383] validation_0-mae:4179.35205 validation_1-mae:6055.99463 [1384] validation_0-mae:4178.16943 validation_1-mae:6055.65137 [1385] validation_0-mae:4177.49072 validation_1-mae:6055.77783 [1386] validation_0-mae:4176.64648 validation_1-mae:6055.69238 [1387] validation_0-mae:4175.23828 validation_1-mae:6055.75049 [1388] validation_0-mae:4174.54248 validation_1-mae:6055.62353 [1389] validation_0-mae:4173.40283 validation_1-mae:6055.05566 [1390] validation_0-mae:4172.39893 validation_1-mae:6055.09961 [1391] validation_0-mae:4171.81494 validation_1-mae:6054.77930 [1392] validation_0-mae:4170.64648 validation_1-mae:6055.02881 [1393] validation_0-mae:4169.14648 validation_1-mae:6055.01709 [1394] validation_0-mae:4167.16602 validation_1-mae:6054.19531 [1395] validation_0-mae:4166.12549 validation_1-mae:6054.44385 [1396] validation_0-mae:4165.28223 validation_1-mae:6054.25049 [1397] validation_0-mae:4164.47656 validation_1-mae:6054.58203 [1398] validation_0-mae:4163.58691 validation_1-mae:6055.05078 [1399] validation_0-mae:4162.02881 validation_1-mae:6055.74365 [1400] validation_0-mae:4160.18897 validation_1-mae:6054.75684 [1401] validation_0-mae:4158.50879 validation_1-mae:6056.08643 [1402] validation_0-mae:4157.42871 validation_1-mae:6056.35205 [1403] validation_0-mae:4156.75732 validation_1-mae:6056.35938 [1404] validation_0-mae:4156.40869 validation_1-mae:6056.17041 [1405] validation_0-mae:4155.66406 validation_1-mae:6056.36816 [1406] validation_0-mae:4154.36426 validation_1-mae:6056.39014 [1407] validation_0-mae:4153.60107 validation_1-mae:6056.32324 [1408] validation_0-mae:4152.96582 validation_1-mae:6056.30225 [1409] validation_0-mae:4151.93115 validation_1-mae:6055.80469 [1410] validation_0-mae:4150.06543 validation_1-mae:6055.90869 [1411] validation_0-mae:4149.79883 validation_1-mae:6055.81006 [1412] validation_0-mae:4149.56299 validation_1-mae:6055.69092 [1413] validation_0-mae:4148.98242 validation_1-mae:6055.62402 [1414] validation_0-mae:4148.24365 validation_1-mae:6055.93652 [1415] validation_0-mae:4147.77930 validation_1-mae:6055.99951 [1416] validation_0-mae:4147.22900 validation_1-mae:6056.09277 [1417] validation_0-mae:4146.54980 validation_1-mae:6056.35352 [1418] validation_0-mae:4146.25147 validation_1-mae:6056.40430 [1419] validation_0-mae:4146.01611 validation_1-mae:6056.22070 [1420] validation_0-mae:4144.43115 validation_1-mae:6055.77783 [1421] validation_0-mae:4143.05957 validation_1-mae:6055.62353 [1422] validation_0-mae:4141.43115 validation_1-mae:6055.37207 [1423] validation_0-mae:4140.02344 validation_1-mae:6055.43652 [1424] validation_0-mae:4139.17529 validation_1-mae:6055.50586 [1425] validation_0-mae:4138.28613 validation_1-mae:6055.50684 [1426] validation_0-mae:4137.50781 validation_1-mae:6055.19873 [1427] validation_0-mae:4136.14014 validation_1-mae:6054.72266 [1428] validation_0-mae:4135.24805 validation_1-mae:6055.06738 [1429] validation_0-mae:4134.16260 validation_1-mae:6054.77197 [1430] validation_0-mae:4132.70898 validation_1-mae:6054.34619 [1431] validation_0-mae:4131.90625 validation_1-mae:6054.32861 [1432] validation_0-mae:4131.37988 validation_1-mae:6054.67139 [1433] validation_0-mae:4130.66309 validation_1-mae:6054.45410 [1434] validation_0-mae:4130.02100 validation_1-mae:6054.39355 [1435] validation_0-mae:4128.41748 validation_1-mae:6053.77490 [1436] validation_0-mae:4127.60205 validation_1-mae:6054.19287 [1437] validation_0-mae:4126.89014 validation_1-mae:6053.79297 [1438] validation_0-mae:4125.82959 validation_1-mae:6053.49072 [1439] validation_0-mae:4124.48975 validation_1-mae:6052.92188 [1440] validation_0-mae:4122.88428 validation_1-mae:6053.10107 [1441] validation_0-mae:4122.14502 validation_1-mae:6053.14453 [1442] validation_0-mae:4120.24561 validation_1-mae:6053.30469 [1443] validation_0-mae:4119.61279 validation_1-mae:6053.67188 [1444] validation_0-mae:4118.96191 validation_1-mae:6053.19775 [1445] validation_0-mae:4117.96680 validation_1-mae:6053.13184 [1446] validation_0-mae:4117.13428 validation_1-mae:6053.26025 [1447] validation_0-mae:4116.17236 validation_1-mae:6053.10107 [1448] validation_0-mae:4114.96728 validation_1-mae:6053.33154 [1449] validation_0-mae:4114.46436 validation_1-mae:6053.20801 [1450] validation_0-mae:4113.87500 validation_1-mae:6052.94629 [1451] validation_0-mae:4113.27441 validation_1-mae:6052.81299 [1452] validation_0-mae:4112.53711 validation_1-mae:6052.97022 [1453] validation_0-mae:4112.37549 validation_1-mae:6053.03711 [1454] validation_0-mae:4112.19629 validation_1-mae:6052.94092 [1455] validation_0-mae:4111.50147 validation_1-mae:6052.95801 [1456] validation_0-mae:4111.32178 validation_1-mae:6052.97217 [1457] validation_0-mae:4110.41797 validation_1-mae:6052.99707 [1458] validation_0-mae:4109.90186 validation_1-mae:6053.16260 [1459] validation_0-mae:4109.27197 validation_1-mae:6053.15039 [1460] validation_0-mae:4108.41846 validation_1-mae:6052.72119 [1461] validation_0-mae:4107.87207 validation_1-mae:6052.63037 [1462] validation_0-mae:4107.78223 validation_1-mae:6052.67236 [1463] validation_0-mae:4107.21631 validation_1-mae:6052.63086 [1464] validation_0-mae:4106.42334 validation_1-mae:6052.56006 [1465] validation_0-mae:4106.22852 validation_1-mae:6052.63428 [1466] validation_0-mae:4105.55713 validation_1-mae:6052.38281 [1467] validation_0-mae:4104.01758 validation_1-mae:6051.98242 [1468] validation_0-mae:4103.01318 validation_1-mae:6051.81641 [1469] validation_0-mae:4101.81152 validation_1-mae:6051.69287 [1470] validation_0-mae:4100.94775 validation_1-mae:6051.91406 [1471] validation_0-mae:4099.80811 validation_1-mae:6052.35449 [1472] validation_0-mae:4098.15820 validation_1-mae:6053.03418 [1473] validation_0-mae:4097.28906 validation_1-mae:6052.94727 [1474] validation_0-mae:4096.33887 validation_1-mae:6052.87695 [1475] validation_0-mae:4095.33374 validation_1-mae:6053.10449 [1476] validation_0-mae:4094.27539 validation_1-mae:6053.01855 [1477] validation_0-mae:4093.35840 validation_1-mae:6053.39893 [1478] validation_0-mae:4092.76953 validation_1-mae:6053.71045 [1479] validation_0-mae:4091.93384 validation_1-mae:6054.02344 [1480] validation_0-mae:4091.59058 validation_1-mae:6054.08594 [1481] validation_0-mae:4090.97266 validation_1-mae:6053.96680 [1482] validation_0-mae:4090.51733 validation_1-mae:6054.22754 [1483] validation_0-mae:4089.09717 validation_1-mae:6053.48584 [1484] validation_0-mae:4088.25049 validation_1-mae:6053.31494 [1485] validation_0-mae:4086.95825 validation_1-mae:6053.08057 [1486] validation_0-mae:4086.14038 validation_1-mae:6053.25879 [1487] validation_0-mae:4085.02734 validation_1-mae:6052.80322 [1488] validation_0-mae:4084.10620 validation_1-mae:6052.75244 [1489] validation_0-mae:4082.98999 validation_1-mae:6052.62695 [1490] validation_0-mae:4081.63745 validation_1-mae:6051.88574 [1491] validation_0-mae:4080.81079 validation_1-mae:6051.94336 [1492] validation_0-mae:4080.30713 validation_1-mae:6051.73096 [1493] validation_0-mae:4078.78394 validation_1-mae:6052.12695 [1494] validation_0-mae:4077.79150 validation_1-mae:6051.89697 [1495] validation_0-mae:4077.09985 validation_1-mae:6052.33057 [1496] validation_0-mae:4076.16284 validation_1-mae:6052.66504 [1497] validation_0-mae:4075.40869 validation_1-mae:6052.81543 [1498] validation_0-mae:4074.40186 validation_1-mae:6052.62793 [1499] validation_0-mae:4073.78003 validation_1-mae:6052.57471 [1500] validation_0-mae:4072.87012 validation_1-mae:6052.63965 [1501] validation_0-mae:4071.60986 validation_1-mae:6052.90625 [1502] validation_0-mae:4070.23828 validation_1-mae:6052.93750 [1503] validation_0-mae:4068.64453 validation_1-mae:6052.95410 [1504] validation_0-mae:4067.39331 validation_1-mae:6053.20703 [1505] validation_0-mae:4066.61060 validation_1-mae:6053.18262 [1506] validation_0-mae:4065.75806 validation_1-mae:6052.96143 [1507] validation_0-mae:4065.43726 validation_1-mae:6052.83105 [1508] validation_0-mae:4064.70728 validation_1-mae:6053.15967 [1509] validation_0-mae:4063.04907 validation_1-mae:6052.88574 [1510] validation_0-mae:4062.46997 validation_1-mae:6053.51758 [1511] validation_0-mae:4061.77515 validation_1-mae:6053.63965 [1512] validation_0-mae:4060.99097 validation_1-mae:6053.63965 [1513] validation_0-mae:4059.58618 validation_1-mae:6053.00781 [1514] validation_0-mae:4058.64966 validation_1-mae:6053.09326 [1515] validation_0-mae:4057.95312 validation_1-mae:6053.06299 [1516] validation_0-mae:4057.34229 validation_1-mae:6053.23145 [1517] validation_0-mae:4056.53491 validation_1-mae:6052.95215 [1518] validation_0-mae:4056.14722 validation_1-mae:6053.13135 [1519] validation_0-mae:4055.47754 validation_1-mae:6053.07129 [1520] validation_0-mae:4054.88135 validation_1-mae:6052.97022 [1521] validation_0-mae:4054.45557 validation_1-mae:6053.00000 [1522] validation_0-mae:4053.59302 validation_1-mae:6053.23340 [1523] validation_0-mae:4053.00439 validation_1-mae:6053.00977 [1524] validation_0-mae:4051.86279 validation_1-mae:6053.44873 [1525] validation_0-mae:4051.37744 validation_1-mae:6053.51953 [1526] validation_0-mae:4050.85864 validation_1-mae:6053.63184 [1527] validation_0-mae:4050.28760 validation_1-mae:6053.59863 [1528] validation_0-mae:4049.28784 validation_1-mae:6052.77832 [1529] validation_0-mae:4048.41968 validation_1-mae:6052.88965 [1530] validation_0-mae:4047.12183 validation_1-mae:6053.07471 [1531] validation_0-mae:4045.99780 validation_1-mae:6053.07861 [1532] validation_0-mae:4045.32935 validation_1-mae:6053.03272 [1533] validation_0-mae:4045.01440 validation_1-mae:6053.06103 [1534] validation_0-mae:4044.78491 validation_1-mae:6053.08740 [1535] validation_0-mae:4043.75830 validation_1-mae:6053.00635 [1536] validation_0-mae:4042.77270 validation_1-mae:6053.00928 [1537] validation_0-mae:4041.30225 validation_1-mae:6053.00000 [1538] validation_0-mae:4040.94458 validation_1-mae:6052.97461 [1539] validation_0-mae:4040.25537 validation_1-mae:6052.61230 [1540] validation_0-mae:4039.41016 validation_1-mae:6052.45215 [1541] validation_0-mae:4038.69995 validation_1-mae:6052.06103 [1542] validation_0-mae:4037.67578 validation_1-mae:6052.57275 [1543] validation_0-mae:4037.11963 validation_1-mae:6052.54150 [1544] validation_0-mae:4036.33789 validation_1-mae:6052.82080 [1545] validation_0-mae:4035.64673 validation_1-mae:6052.70605 [1546] validation_0-mae:4034.79565 validation_1-mae:6052.61084 [1547] validation_0-mae:4034.41480 validation_1-mae:6052.56299 [1548] validation_0-mae:4033.74951 validation_1-mae:6052.26270 [1549] validation_0-mae:4033.32324 validation_1-mae:6051.97607 [1550] validation_0-mae:4032.33569 validation_1-mae:6052.35547 [1551] validation_0-mae:4031.02417 validation_1-mae:6052.06738 [1552] validation_0-mae:4030.13257 validation_1-mae:6051.84375 [1553] validation_0-mae:4028.69067 validation_1-mae:6051.87744 [1554] validation_0-mae:4027.93457 validation_1-mae:6051.79004 [1555] validation_0-mae:4027.60718 validation_1-mae:6051.68213 [1556] validation_0-mae:4026.88135 validation_1-mae:6051.74756 [1557] validation_0-mae:4026.06372 validation_1-mae:6051.95898 [1558] validation_0-mae:4025.12964 validation_1-mae:6052.16064 [1559] validation_0-mae:4024.60474 validation_1-mae:6051.94043 [1560] validation_0-mae:4024.04370 validation_1-mae:6051.98047 [1561] validation_0-mae:4023.30176 validation_1-mae:6052.04102 [1562] validation_0-mae:4022.35205 validation_1-mae:6052.48535 [1563] validation_0-mae:4021.23633 validation_1-mae:6052.45605 [1564] validation_0-mae:4020.57910 validation_1-mae:6052.64014 [1565] validation_0-mae:4019.48291 validation_1-mae:6052.24707 [1566] validation_0-mae:4018.77344 validation_1-mae:6052.54834 [1567] validation_0-mae:4017.77930 validation_1-mae:6052.57764 [1568] validation_0-mae:4016.92700 validation_1-mae:6052.44678 [1569] validation_0-mae:4015.56226 validation_1-mae:6052.31934 [1570] validation_0-mae:4014.62891 validation_1-mae:6052.57910 [1571] validation_0-mae:4013.24390 validation_1-mae:6052.14600 [1572] validation_0-mae:4012.40820 validation_1-mae:6052.15088 [1573] validation_0-mae:4011.34155 validation_1-mae:6052.60645 [1574] validation_0-mae:4010.70776 validation_1-mae:6052.40430 [1575] validation_0-mae:4009.82007 validation_1-mae:6052.62695 [1576] validation_0-mae:4009.16748 validation_1-mae:6052.57422 [1577] validation_0-mae:4008.35669 validation_1-mae:6052.92139 [1578] validation_0-mae:4007.42944 validation_1-mae:6053.00049 [1579] validation_0-mae:4006.37012 validation_1-mae:6053.11523 [1580] validation_0-mae:4005.74268 validation_1-mae:6053.52490 [1581] validation_0-mae:4004.84473 validation_1-mae:6053.71582 [1582] validation_0-mae:4004.22852 validation_1-mae:6053.52393 [1583] validation_0-mae:4003.46289 validation_1-mae:6053.69287 [1584] validation_0-mae:4002.11743 validation_1-mae:6053.60693 [1585] validation_0-mae:4000.78833 validation_1-mae:6053.30176 [1586] validation_0-mae:3999.81592 validation_1-mae:6053.46045 [1587] validation_0-mae:3999.14575 validation_1-mae:6053.10889 [1588] validation_0-mae:3998.26465 validation_1-mae:6053.18359 [1589] validation_0-mae:3997.38769 validation_1-mae:6053.33936 [1590] validation_0-mae:3996.72803 validation_1-mae:6053.92725 [1591] validation_0-mae:3996.37695 validation_1-mae:6054.39795 [1592] validation_0-mae:3995.87524 validation_1-mae:6054.24902 [1593] validation_0-mae:3995.43433 validation_1-mae:6053.89307 [1594] validation_0-mae:3994.85425 validation_1-mae:6054.33447 [1595] validation_0-mae:3993.81543 validation_1-mae:6054.25147 [1596] validation_0-mae:3993.33374 validation_1-mae:6054.24756 [1597] validation_0-mae:3992.83057 validation_1-mae:6053.98975 [1598] validation_0-mae:3992.77710 validation_1-mae:6053.97900 [1599] validation_0-mae:3992.36719 validation_1-mae:6053.88281 [1600] validation_0-mae:3992.01685 validation_1-mae:6054.00439 [1601] validation_0-mae:3990.95312 validation_1-mae:6053.68652 [1602] validation_0-mae:3990.08838 validation_1-mae:6053.64355 [1603] validation_0-mae:3989.16846 validation_1-mae:6053.84473 [1604] validation_0-mae:3988.75122 validation_1-mae:6053.98291 [1605] validation_0-mae:3988.08960 validation_1-mae:6054.13184 [1606] validation_0-mae:3987.12012 validation_1-mae:6054.01172 [1607] validation_0-mae:3986.00708 validation_1-mae:6054.39404 [1608] validation_0-mae:3984.84741 validation_1-mae:6054.55273 [1609] validation_0-mae:3984.44263 validation_1-mae:6054.59033 [1610] validation_0-mae:3984.40503 validation_1-mae:6054.62891 [1611] validation_0-mae:3983.49463 validation_1-mae:6054.85303 [1612] validation_0-mae:3982.66382 validation_1-mae:6055.17627 [1613] validation_0-mae:3982.21362 validation_1-mae:6055.25928 [1614] validation_0-mae:3981.39111 validation_1-mae:6055.55273 [1615] validation_0-mae:3981.12549 validation_1-mae:6055.65918 [1616] validation_0-mae:3980.62573 validation_1-mae:6055.68018 [1617] validation_0-mae:3979.87402 validation_1-mae:6055.57764 [1618] validation_0-mae:3979.16235 validation_1-mae:6055.24951 [1619] validation_0-mae:3978.29199 validation_1-mae:6055.03564 [1620] validation_0-mae:3977.46875 validation_1-mae:6054.90478 [1621] validation_0-mae:3977.00977 validation_1-mae:6055.01416 [1622] validation_0-mae:3975.90723 validation_1-mae:6055.37109 [1623] validation_0-mae:3974.88965 validation_1-mae:6055.05566 [1624] validation_0-mae:3974.31226 validation_1-mae:6055.04980 [1625] validation_0-mae:3974.11548 validation_1-mae:6055.33154 [1626] validation_0-mae:3973.69629 validation_1-mae:6055.59863 [1627] validation_0-mae:3972.71436 validation_1-mae:6056.17041 [1628] validation_0-mae:3972.43896 validation_1-mae:6056.28272 [1629] validation_0-mae:3972.35962 validation_1-mae:6056.28223 [1630] validation_0-mae:3971.38062 validation_1-mae:6056.25977 [1631] validation_0-mae:3970.98828 validation_1-mae:6056.21240 [1632] validation_0-mae:3970.45532 validation_1-mae:6056.41943 [1633] validation_0-mae:3969.79443 validation_1-mae:6056.56641 [1634] validation_0-mae:3968.55908 validation_1-mae:6056.42139 [1635] validation_0-mae:3967.60278 validation_1-mae:6056.47510 [1636] validation_0-mae:3966.92456 validation_1-mae:6056.28174 [1637] validation_0-mae:3966.20361 validation_1-mae:6056.64551 [1638] validation_0-mae:3965.81226 validation_1-mae:6056.73438 [1639] validation_0-mae:3965.41894 validation_1-mae:6056.76904 [1640] validation_0-mae:3965.01245 validation_1-mae:6056.72852 [1641] validation_0-mae:3964.97510 validation_1-mae:6056.75000 [1642] validation_0-mae:3964.38257 validation_1-mae:6056.44678 [1643] validation_0-mae:3963.81152 validation_1-mae:6056.50488 [1644] validation_0-mae:3963.08838 validation_1-mae:6056.61279 [1645] validation_0-mae:3961.89844 validation_1-mae:6056.42529 [1646] validation_0-mae:3961.24512 validation_1-mae:6056.57666 [1647] validation_0-mae:3959.69067 validation_1-mae:6056.52100 [1648] validation_0-mae:3958.45825 validation_1-mae:6056.38086 [1649] validation_0-mae:3958.13647 validation_1-mae:6056.22217 [1650] validation_0-mae:3957.51807 validation_1-mae:6056.23877 [1651] validation_0-mae:3956.56860 validation_1-mae:6056.58398 [1652] validation_0-mae:3956.14990 validation_1-mae:6056.57275 [1653] validation_0-mae:3955.25732 validation_1-mae:6056.16699 [1654] validation_0-mae:3954.56519 validation_1-mae:6056.59082 [1655] validation_0-mae:3953.96777 validation_1-mae:6056.61279 [1656] validation_0-mae:3953.25732 validation_1-mae:6056.54688 [1657] validation_0-mae:3951.90552 validation_1-mae:6056.70557 [1658] validation_0-mae:3951.41968 validation_1-mae:6056.56006 [1659] validation_0-mae:3951.23877 validation_1-mae:6056.68213 [1660] validation_0-mae:3950.83032 validation_1-mae:6056.89893 [1661] validation_0-mae:3949.76758 validation_1-mae:6057.13770 [1662] validation_0-mae:3949.32495 validation_1-mae:6056.73730 [1663] validation_0-mae:3948.40552 validation_1-mae:6057.06592 [1664] validation_0-mae:3947.70483 validation_1-mae:6057.23730 [1665] validation_0-mae:3946.99756 validation_1-mae:6057.30322 [1666] validation_0-mae:3946.72314 validation_1-mae:6057.47949 [1667] validation_0-mae:3946.09253 validation_1-mae:6057.93066 [1668] validation_0-mae:3944.96118 validation_1-mae:6058.24268 [1669] validation_0-mae:3944.53687 validation_1-mae:6058.20068 [1670] validation_0-mae:3944.20581 validation_1-mae:6058.24414 [1671] validation_0-mae:3943.71167 validation_1-mae:6058.36084 [1672] validation_0-mae:3942.75586 validation_1-mae:6058.52197 [1673] validation_0-mae:3941.90283 validation_1-mae:6058.08643 [1674] validation_0-mae:3940.55664 validation_1-mae:6058.40625 [1675] validation_0-mae:3939.53564 validation_1-mae:6058.44727 [1676] validation_0-mae:3939.12573 validation_1-mae:6058.44092 [1677] validation_0-mae:3938.35376 validation_1-mae:6058.28857 [1678] validation_0-mae:3937.50220 validation_1-mae:6058.34375 [1679] validation_0-mae:3937.14331 validation_1-mae:6058.26709 [1680] validation_0-mae:3936.76074 validation_1-mae:6058.27881 [1681] validation_0-mae:3935.80688 validation_1-mae:6058.13721 [1682] validation_0-mae:3934.98144 validation_1-mae:6058.40137 [1683] validation_0-mae:3933.73828 validation_1-mae:6058.29980 [1684] validation_0-mae:3932.69922 validation_1-mae:6058.22412 [1685] validation_0-mae:3931.83081 validation_1-mae:6058.66406 [1686] validation_0-mae:3930.78174 validation_1-mae:6058.69385 [1687] validation_0-mae:3929.80664 validation_1-mae:6058.69434 [1688] validation_0-mae:3928.57812 validation_1-mae:6058.96680 [1689] validation_0-mae:3927.81299 validation_1-mae:6059.12891 [1690] validation_0-mae:3926.76978 validation_1-mae:6059.21094 [1691] validation_0-mae:3926.44727 validation_1-mae:6059.32812 [1692] validation_0-mae:3926.19458 validation_1-mae:6059.34326 [1693] validation_0-mae:3925.94458 validation_1-mae:6059.40186 [1694] validation_0-mae:3924.88452 validation_1-mae:6059.00195 [1695] validation_0-mae:3923.96533 validation_1-mae:6059.16699 [1696] validation_0-mae:3923.02490 validation_1-mae:6058.78711 [1697] validation_0-mae:3921.88940 validation_1-mae:6057.91455 [1698] validation_0-mae:3921.12842 validation_1-mae:6058.50928 [1699] validation_0-mae:3920.39160 validation_1-mae:6058.84228 Dropping: 000 [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20745.88867 [4] validation_0-mae:19043.08594 validation_1-mae:18783.02148 [5] validation_0-mae:17301.18555 validation_1-mae:17050.82422 [6] validation_0-mae:15788.85156 validation_1-mae:15546.00586 [7] validation_0-mae:14475.86523 validation_1-mae:14245.83789 [8] validation_0-mae:13346.72363 validation_1-mae:13123.64844 [9] validation_0-mae:12383.51367 validation_1-mae:12163.87012 [10] validation_0-mae:11563.51367 validation_1-mae:11347.74512 [11] validation_0-mae:10874.35449 validation_1-mae:10666.29981 [12] validation_0-mae:10304.22168 validation_1-mae:10103.88086 [13] validation_0-mae:9819.80371 validation_1-mae:9623.30957 [14] validation_0-mae:9418.70606 validation_1-mae:9232.83984 [15] validation_0-mae:9084.22363 validation_1-mae:8905.41797 [16] validation_0-mae:8802.57812 validation_1-mae:8634.02246 [17] validation_0-mae:8567.55664 validation_1-mae:8408.41016 [18] validation_0-mae:8374.81055 validation_1-mae:8220.28320 [19] validation_0-mae:8212.58887 validation_1-mae:8066.61133 [20] validation_0-mae:8070.96777 validation_1-mae:7941.99512 [21] validation_0-mae:7947.68457 validation_1-mae:7833.69971 [22] validation_0-mae:7848.43018 validation_1-mae:7743.73535 [23] validation_0-mae:7764.05371 validation_1-mae:7671.50879 [24] validation_0-mae:7680.64307 validation_1-mae:7595.64209 [25] validation_0-mae:7612.70557 validation_1-mae:7539.28955 [26] validation_0-mae:7556.82568 validation_1-mae:7492.52734 [27] validation_0-mae:7497.41895 validation_1-mae:7439.50635 [28] validation_0-mae:7442.96826 validation_1-mae:7392.24170 [29] validation_0-mae:7397.47412 validation_1-mae:7351.48730 [30] validation_0-mae:7356.86572 validation_1-mae:7316.79053 [31] validation_0-mae:7327.34668 validation_1-mae:7295.29688 [32] validation_0-mae:7296.28955 validation_1-mae:7272.96680 [33] validation_0-mae:7267.05029 validation_1-mae:7252.37793 [34] validation_0-mae:7235.19531 validation_1-mae:7228.91113 [35] validation_0-mae:7214.64746 validation_1-mae:7211.49951 [36] validation_0-mae:7193.15381 validation_1-mae:7201.29980 [37] validation_0-mae:7173.04443 validation_1-mae:7191.65723 [38] validation_0-mae:7151.34424 validation_1-mae:7175.90576 [39] validation_0-mae:7127.48682 validation_1-mae:7158.74853 [40] validation_0-mae:7107.54492 validation_1-mae:7144.45508 [41] validation_0-mae:7082.81152 validation_1-mae:7124.06738 [42] validation_0-mae:7058.21191 validation_1-mae:7102.45557 [43] validation_0-mae:7040.14014 validation_1-mae:7094.69971 [44] validation_0-mae:7027.50586 validation_1-mae:7085.82227 [45] validation_0-mae:7015.21045 validation_1-mae:7077.03955 [46] validation_0-mae:6996.82275 validation_1-mae:7062.71631 [47] validation_0-mae:6981.00537 validation_1-mae:7049.30469 [48] validation_0-mae:6965.92920 validation_1-mae:7043.32520 [49] validation_0-mae:6951.86865 validation_1-mae:7036.07275 [50] validation_0-mae:6929.29492 validation_1-mae:7016.36035 [51] validation_0-mae:6916.62647 validation_1-mae:7004.34912 [52] validation_0-mae:6899.97412 validation_1-mae:6989.02881 [53] validation_0-mae:6883.08545 validation_1-mae:6975.06201 [54] validation_0-mae:6865.64551 validation_1-mae:6961.83496 [55] validation_0-mae:6851.88281 validation_1-mae:6953.42041 [56] validation_0-mae:6839.42676 validation_1-mae:6945.83398 [57] validation_0-mae:6823.34570 validation_1-mae:6931.17773 [58] validation_0-mae:6809.83740 validation_1-mae:6921.20850 [59] validation_0-mae:6798.34375 validation_1-mae:6912.13965 [60] validation_0-mae:6789.22559 validation_1-mae:6906.85840 [61] validation_0-mae:6774.90918 validation_1-mae:6896.88721 [62] validation_0-mae:6759.94287 validation_1-mae:6889.30078 [63] validation_0-mae:6749.26367 validation_1-mae:6883.63086 [64] validation_0-mae:6739.79639 validation_1-mae:6880.46387 [65] validation_0-mae:6724.37988 validation_1-mae:6865.95215 [66] validation_0-mae:6715.22510 validation_1-mae:6859.44727 [67] validation_0-mae:6702.56201 validation_1-mae:6849.64453 [68] validation_0-mae:6688.36084 validation_1-mae:6836.14600 [69] validation_0-mae:6675.01611 validation_1-mae:6825.54492 [70] validation_0-mae:6664.43750 validation_1-mae:6820.70898 [71] validation_0-mae:6647.69629 validation_1-mae:6809.08838 [72] validation_0-mae:6639.98438 validation_1-mae:6805.51416 [73] validation_0-mae:6623.77734 validation_1-mae:6791.15137 [74] validation_0-mae:6615.72168 validation_1-mae:6786.79785 [75] validation_0-mae:6608.35986 validation_1-mae:6780.23047 [76] validation_0-mae:6598.68066 validation_1-mae:6773.74463 [77] validation_0-mae:6589.37744 validation_1-mae:6767.50830 [78] validation_0-mae:6578.60010 validation_1-mae:6758.33301 [79] validation_0-mae:6568.95410 validation_1-mae:6751.29590 [80] validation_0-mae:6563.89502 validation_1-mae:6747.45459 [81] validation_0-mae:6551.46826 validation_1-mae:6736.40772 [82] validation_0-mae:6543.70459 validation_1-mae:6732.26318 [83] validation_0-mae:6538.23779 validation_1-mae:6728.39648 [84] validation_0-mae:6528.49268 validation_1-mae:6722.69385 [85] validation_0-mae:6516.19629 validation_1-mae:6712.62012 [86] validation_0-mae:6507.96973 validation_1-mae:6707.80713 [87] validation_0-mae:6498.42627 validation_1-mae:6701.06348 [88] validation_0-mae:6487.34424 validation_1-mae:6692.37256 [89] validation_0-mae:6481.28418 validation_1-mae:6690.34033 [90] validation_0-mae:6472.02100 validation_1-mae:6683.04102 [91] validation_0-mae:6464.52832 validation_1-mae:6678.01123 [92] validation_0-mae:6460.38037 validation_1-mae:6675.76709 [93] validation_0-mae:6456.05615 validation_1-mae:6671.85889 [94] validation_0-mae:6452.56006 validation_1-mae:6668.92725 [95] validation_0-mae:6441.89746 validation_1-mae:6661.27344 [96] validation_0-mae:6438.60742 validation_1-mae:6657.06201 [97] validation_0-mae:6430.80322 validation_1-mae:6653.54785 [98] validation_0-mae:6425.49170 validation_1-mae:6651.48340 [99] validation_0-mae:6417.12549 validation_1-mae:6646.06885 [100] validation_0-mae:6411.72949 validation_1-mae:6642.27393 [101] validation_0-mae:6403.30176 validation_1-mae:6635.44434 [102] validation_0-mae:6391.24072 validation_1-mae:6625.42188 [103] validation_0-mae:6386.18066 validation_1-mae:6622.62402 [104] validation_0-mae:6382.13770 validation_1-mae:6619.11182 [105] validation_0-mae:6376.79248 validation_1-mae:6617.05811 [106] validation_0-mae:6372.50635 validation_1-mae:6615.72559 [107] validation_0-mae:6362.30713 validation_1-mae:6609.21045 [108] validation_0-mae:6353.94727 validation_1-mae:6602.85352 [109] validation_0-mae:6348.71875 validation_1-mae:6599.43408 [110] validation_0-mae:6345.67969 validation_1-mae:6597.44238 [111] validation_0-mae:6335.47461 validation_1-mae:6591.44385 [112] validation_0-mae:6327.74414 validation_1-mae:6585.73584 [113] validation_0-mae:6324.18701 validation_1-mae:6584.11719 [114] validation_0-mae:6316.67969 validation_1-mae:6578.62402 [115] validation_0-mae:6305.02344 validation_1-mae:6570.45996 [116] validation_0-mae:6298.99951 validation_1-mae:6566.39697 [117] validation_0-mae:6295.35107 validation_1-mae:6564.57959 [118] validation_0-mae:6293.18262 validation_1-mae:6562.78857 [119] validation_0-mae:6285.68701 validation_1-mae:6559.76562 [120] validation_0-mae:6280.65137 validation_1-mae:6556.67383 [121] validation_0-mae:6273.98877 validation_1-mae:6552.86084 [122] validation_0-mae:6268.71387 validation_1-mae:6550.44092 [123] validation_0-mae:6262.37158 validation_1-mae:6546.77246 [124] validation_0-mae:6257.72852 validation_1-mae:6544.00488 [125] validation_0-mae:6254.89746 validation_1-mae:6542.14160 [126] validation_0-mae:6252.03711 validation_1-mae:6540.18945 [127] validation_0-mae:6245.84326 validation_1-mae:6537.49951 [128] validation_0-mae:6240.36963 validation_1-mae:6534.14844 [129] validation_0-mae:6236.95068 validation_1-mae:6531.45166 [130] validation_0-mae:6231.26709 validation_1-mae:6528.12793 [131] validation_0-mae:6228.38818 validation_1-mae:6528.44775 [132] validation_0-mae:6222.19873 validation_1-mae:6523.46728 [133] validation_0-mae:6216.46387 validation_1-mae:6519.57471 [134] validation_0-mae:6210.69629 validation_1-mae:6515.22168 [135] validation_0-mae:6204.79004 validation_1-mae:6512.65186 [136] validation_0-mae:6198.27246 validation_1-mae:6508.52148 [137] validation_0-mae:6193.29199 validation_1-mae:6506.45654 [138] validation_0-mae:6186.25586 validation_1-mae:6501.01807 [139] validation_0-mae:6184.25830 validation_1-mae:6500.38574 [140] validation_0-mae:6181.93848 validation_1-mae:6499.46191 [141] validation_0-mae:6180.05811 validation_1-mae:6498.34424 [142] validation_0-mae:6175.46191 validation_1-mae:6495.29590 [143] validation_0-mae:6171.55322 validation_1-mae:6493.06641 [144] validation_0-mae:6165.69434 validation_1-mae:6489.06494 [145] validation_0-mae:6161.78711 validation_1-mae:6487.60596 [146] validation_0-mae:6159.04297 validation_1-mae:6486.84766 [147] validation_0-mae:6157.18701 validation_1-mae:6486.14893 [148] validation_0-mae:6152.74170 validation_1-mae:6485.17285 [149] validation_0-mae:6149.39502 validation_1-mae:6483.12500 [150] validation_0-mae:6145.67188 validation_1-mae:6481.64648 [151] validation_0-mae:6141.41064 validation_1-mae:6479.84424 [152] validation_0-mae:6137.70264 validation_1-mae:6478.19775 [153] validation_0-mae:6136.05811 validation_1-mae:6477.20605 [154] validation_0-mae:6128.55078 validation_1-mae:6474.33105 [155] validation_0-mae:6123.77930 validation_1-mae:6472.67773 [156] validation_0-mae:6118.59228 validation_1-mae:6469.18799 [157] validation_0-mae:6115.77930 validation_1-mae:6467.14209 [158] validation_0-mae:6113.75391 validation_1-mae:6465.75977 [159] validation_0-mae:6110.56641 validation_1-mae:6466.08789 [160] validation_0-mae:6107.78516 validation_1-mae:6465.79688 [161] validation_0-mae:6105.53516 validation_1-mae:6464.95117 [162] validation_0-mae:6102.95508 validation_1-mae:6463.50391 [163] validation_0-mae:6097.64355 validation_1-mae:6460.39307 [164] validation_0-mae:6094.04639 validation_1-mae:6458.29346 [165] validation_0-mae:6088.59619 validation_1-mae:6454.67041 [166] validation_0-mae:6082.32324 validation_1-mae:6451.44141 [167] validation_0-mae:6078.71484 validation_1-mae:6450.00195 [168] validation_0-mae:6076.78760 validation_1-mae:6449.88184 [169] validation_0-mae:6071.55322 validation_1-mae:6446.38867 [170] validation_0-mae:6067.75928 validation_1-mae:6443.19775 [171] validation_0-mae:6064.16504 validation_1-mae:6442.98828 [172] validation_0-mae:6059.75635 validation_1-mae:6441.71338 [173] validation_0-mae:6050.77002 validation_1-mae:6435.55615 [174] validation_0-mae:6044.79443 validation_1-mae:6431.44922 [175] validation_0-mae:6042.35205 validation_1-mae:6430.64258 [176] validation_0-mae:6040.23535 validation_1-mae:6430.32666 [177] validation_0-mae:6038.58545 validation_1-mae:6429.35254 [178] validation_0-mae:6035.55273 validation_1-mae:6428.70605 [179] validation_0-mae:6032.67676 validation_1-mae:6428.12598 [180] validation_0-mae:6029.63672 validation_1-mae:6426.73096 [181] validation_0-mae:6027.22607 validation_1-mae:6425.79346 [182] validation_0-mae:6023.25391 validation_1-mae:6425.07568 [183] validation_0-mae:6019.81494 validation_1-mae:6423.72412 [184] validation_0-mae:6017.96387 validation_1-mae:6423.47412 [185] validation_0-mae:6016.51416 validation_1-mae:6423.18115 [186] validation_0-mae:6013.80176 validation_1-mae:6421.43848 [187] validation_0-mae:6011.33203 validation_1-mae:6420.74463 [188] validation_0-mae:6008.34522 validation_1-mae:6419.23096 [189] validation_0-mae:6003.92285 validation_1-mae:6417.34619 [190] validation_0-mae:6000.65967 validation_1-mae:6414.96094 [191] validation_0-mae:5998.08545 validation_1-mae:6414.90723 [192] validation_0-mae:5993.86279 validation_1-mae:6413.06982 [193] validation_0-mae:5992.66797 validation_1-mae:6412.62939 [194] validation_0-mae:5981.68603 validation_1-mae:6406.61572 [195] validation_0-mae:5978.85742 validation_1-mae:6405.03272 [196] validation_0-mae:5976.31103 validation_1-mae:6404.66992 [197] validation_0-mae:5973.24609 validation_1-mae:6404.46924 [198] validation_0-mae:5970.05029 validation_1-mae:6403.72217 [199] validation_0-mae:5965.64844 validation_1-mae:6403.04004 [200] validation_0-mae:5962.06689 validation_1-mae:6402.00342 [201] validation_0-mae:5960.50195 validation_1-mae:6401.08496 [202] validation_0-mae:5955.27930 validation_1-mae:6398.68311 [203] validation_0-mae:5952.16406 validation_1-mae:6398.75586 [204] validation_0-mae:5949.43945 validation_1-mae:6397.91504 [205] validation_0-mae:5947.61230 validation_1-mae:6398.02490 [206] validation_0-mae:5945.82080 validation_1-mae:6397.20898 [207] validation_0-mae:5942.68311 validation_1-mae:6395.97412 [208] validation_0-mae:5935.04053 validation_1-mae:6390.06982 [209] validation_0-mae:5932.01074 validation_1-mae:6389.22022 [210] validation_0-mae:5929.68506 validation_1-mae:6388.67578 [211] validation_0-mae:5928.29932 validation_1-mae:6388.18897 [212] validation_0-mae:5925.60205 validation_1-mae:6386.01709 [213] validation_0-mae:5923.85352 validation_1-mae:6385.67773 [214] validation_0-mae:5921.85205 validation_1-mae:6384.08594 [215] validation_0-mae:5917.62744 validation_1-mae:6382.55957 [216] validation_0-mae:5914.37402 validation_1-mae:6380.53418 [217] validation_0-mae:5909.52246 validation_1-mae:6377.64551 [218] validation_0-mae:5906.14502 validation_1-mae:6377.83936 [219] validation_0-mae:5903.83350 validation_1-mae:6378.34375 [220] validation_0-mae:5898.24316 validation_1-mae:6375.02588 [221] validation_0-mae:5896.16260 validation_1-mae:6375.29688 [222] validation_0-mae:5893.35254 validation_1-mae:6375.08057 [223] validation_0-mae:5891.92285 validation_1-mae:6374.68213 [224] validation_0-mae:5887.24609 validation_1-mae:6370.50293 [225] validation_0-mae:5882.34424 validation_1-mae:6367.44873 [226] validation_0-mae:5880.92578 validation_1-mae:6367.44580 [227] validation_0-mae:5878.37842 validation_1-mae:6367.22412 [228] validation_0-mae:5873.33984 validation_1-mae:6364.72559 [229] validation_0-mae:5870.12598 validation_1-mae:6363.85449 [230] validation_0-mae:5867.75879 validation_1-mae:6363.56885 [231] validation_0-mae:5862.52490 validation_1-mae:6360.24805 [232] validation_0-mae:5857.22998 validation_1-mae:6359.03613 [233] validation_0-mae:5852.26855 validation_1-mae:6358.19482 [234] validation_0-mae:5849.87891 validation_1-mae:6357.51514 [235] validation_0-mae:5847.08350 validation_1-mae:6356.97412 [236] validation_0-mae:5845.90967 validation_1-mae:6356.20898 [237] validation_0-mae:5843.19434 validation_1-mae:6356.79004 [238] validation_0-mae:5841.68701 validation_1-mae:6356.26660 [239] validation_0-mae:5838.24609 validation_1-mae:6353.12695 [240] validation_0-mae:5835.55664 validation_1-mae:6351.76416 [241] validation_0-mae:5831.61426 validation_1-mae:6350.71436 [242] validation_0-mae:5829.76953 validation_1-mae:6350.37451 [243] validation_0-mae:5829.18457 validation_1-mae:6350.56787 [244] validation_0-mae:5828.59375 validation_1-mae:6350.24219 [245] validation_0-mae:5826.69482 validation_1-mae:6349.64990 [246] validation_0-mae:5823.85449 validation_1-mae:6347.22656 [247] validation_0-mae:5822.07812 validation_1-mae:6346.19238 [248] validation_0-mae:5819.69531 validation_1-mae:6344.56445 [249] validation_0-mae:5816.93457 validation_1-mae:6343.66309 [250] validation_0-mae:5815.04346 validation_1-mae:6343.03857 [251] validation_0-mae:5813.00977 validation_1-mae:6342.51514 [252] validation_0-mae:5811.71191 validation_1-mae:6341.85010 [253] validation_0-mae:5809.11963 validation_1-mae:6342.05273 [254] validation_0-mae:5808.24023 validation_1-mae:6341.75537 [255] validation_0-mae:5803.74658 validation_1-mae:6339.69727 [256] validation_0-mae:5802.66504 validation_1-mae:6338.94678 [257] validation_0-mae:5799.90088 validation_1-mae:6337.90967 [258] validation_0-mae:5795.02197 validation_1-mae:6333.84961 [259] validation_0-mae:5791.85156 validation_1-mae:6332.86328 [260] validation_0-mae:5787.73486 validation_1-mae:6332.29639 [261] validation_0-mae:5785.50049 validation_1-mae:6331.89941 [262] validation_0-mae:5782.73291 validation_1-mae:6330.85596 [263] validation_0-mae:5780.40527 validation_1-mae:6329.02295 [264] validation_0-mae:5776.83545 validation_1-mae:6327.11865 [265] validation_0-mae:5771.55322 validation_1-mae:6325.24072 [266] validation_0-mae:5769.91650 validation_1-mae:6325.67236 [267] validation_0-mae:5763.81689 validation_1-mae:6323.29736 [268] validation_0-mae:5761.10693 validation_1-mae:6322.04248 [269] validation_0-mae:5758.95703 validation_1-mae:6321.21680 [270] validation_0-mae:5755.82178 validation_1-mae:6319.23096 [271] validation_0-mae:5754.29785 validation_1-mae:6319.08154 [272] validation_0-mae:5751.88721 validation_1-mae:6317.01562 [273] validation_0-mae:5749.23730 validation_1-mae:6316.43311 [274] validation_0-mae:5748.89111 validation_1-mae:6316.57324 [275] validation_0-mae:5746.60742 validation_1-mae:6316.61475 [276] validation_0-mae:5743.35498 validation_1-mae:6315.82324 [277] validation_0-mae:5741.26025 validation_1-mae:6315.56006 [278] validation_0-mae:5736.62109 validation_1-mae:6314.67334 [279] validation_0-mae:5734.77002 validation_1-mae:6313.89209 [280] validation_0-mae:5731.17090 validation_1-mae:6311.72070 [281] validation_0-mae:5730.01318 validation_1-mae:6311.55371 [282] validation_0-mae:5724.75635 validation_1-mae:6308.72461 [283] validation_0-mae:5723.71094 validation_1-mae:6308.33350 [284] validation_0-mae:5720.27441 validation_1-mae:6307.16504 [285] validation_0-mae:5718.89941 validation_1-mae:6307.49365 [286] validation_0-mae:5717.32910 validation_1-mae:6307.52588 [287] validation_0-mae:5715.51953 validation_1-mae:6307.28467 [288] validation_0-mae:5712.49609 validation_1-mae:6305.69873 [289] validation_0-mae:5707.27393 validation_1-mae:6304.03613 [290] validation_0-mae:5700.61426 validation_1-mae:6300.55127 [291] validation_0-mae:5698.36182 validation_1-mae:6300.82568 [292] validation_0-mae:5695.77734 validation_1-mae:6299.72900 [293] validation_0-mae:5690.54736 validation_1-mae:6297.01172 [294] validation_0-mae:5688.54736 validation_1-mae:6296.56250 [295] validation_0-mae:5686.05811 validation_1-mae:6294.93603 [296] validation_0-mae:5680.97607 validation_1-mae:6292.88525 [297] validation_0-mae:5679.20605 validation_1-mae:6292.21045 [298] validation_0-mae:5678.60010 validation_1-mae:6292.35840 [299] validation_0-mae:5673.62891 validation_1-mae:6289.32568 [300] validation_0-mae:5670.70215 validation_1-mae:6288.42383 [301] validation_0-mae:5668.73340 validation_1-mae:6287.91553 [302] validation_0-mae:5664.29492 validation_1-mae:6287.11719 [303] validation_0-mae:5662.58398 validation_1-mae:6287.06250 [304] validation_0-mae:5661.25586 validation_1-mae:6286.94238 [305] validation_0-mae:5658.48535 validation_1-mae:6285.68164 [306] validation_0-mae:5654.52978 validation_1-mae:6283.79150 [307] validation_0-mae:5652.92236 validation_1-mae:6283.35010 [308] validation_0-mae:5648.73779 validation_1-mae:6281.16699 [309] validation_0-mae:5646.27148 validation_1-mae:6279.96143 [310] validation_0-mae:5643.89893 validation_1-mae:6279.80518 [311] validation_0-mae:5643.12744 validation_1-mae:6279.42041 [312] validation_0-mae:5638.71582 validation_1-mae:6278.32275 [313] validation_0-mae:5635.83691 validation_1-mae:6276.69971 [314] validation_0-mae:5634.04199 validation_1-mae:6275.26465 [315] validation_0-mae:5629.13086 validation_1-mae:6272.02930 [316] validation_0-mae:5625.85791 validation_1-mae:6270.32178 [317] validation_0-mae:5622.67871 validation_1-mae:6269.02246 [318] validation_0-mae:5620.39795 validation_1-mae:6268.44238 [319] validation_0-mae:5618.40576 validation_1-mae:6268.29443 [320] validation_0-mae:5614.81397 validation_1-mae:6266.70459 [321] validation_0-mae:5611.89941 validation_1-mae:6264.86230 [322] validation_0-mae:5610.33252 validation_1-mae:6264.96875 [323] validation_0-mae:5607.36084 validation_1-mae:6265.32910 [324] validation_0-mae:5604.85400 validation_1-mae:6264.43262 [325] validation_0-mae:5603.87158 validation_1-mae:6264.22803 [326] validation_0-mae:5602.27978 validation_1-mae:6263.86084 [327] validation_0-mae:5599.80420 validation_1-mae:6263.84766 [328] validation_0-mae:5597.82080 validation_1-mae:6263.75098 [329] validation_0-mae:5594.67627 validation_1-mae:6260.90137 [330] validation_0-mae:5588.43897 validation_1-mae:6257.00928 [331] validation_0-mae:5585.93897 validation_1-mae:6256.42627 [332] validation_0-mae:5583.88037 validation_1-mae:6256.06348 [333] validation_0-mae:5582.67773 validation_1-mae:6255.94287 [334] validation_0-mae:5581.81885 validation_1-mae:6255.79004 [335] validation_0-mae:5578.76123 validation_1-mae:6255.82422 [336] validation_0-mae:5576.92041 validation_1-mae:6254.96777 [337] validation_0-mae:5574.51416 validation_1-mae:6255.30811 [338] validation_0-mae:5572.96387 validation_1-mae:6255.21533 [339] validation_0-mae:5572.10498 validation_1-mae:6254.91992 [340] validation_0-mae:5570.39014 validation_1-mae:6254.43164 [341] validation_0-mae:5567.97363 validation_1-mae:6254.76660 [342] validation_0-mae:5566.94336 validation_1-mae:6254.49023 [343] validation_0-mae:5566.01416 validation_1-mae:6254.56006 [344] validation_0-mae:5564.90430 validation_1-mae:6254.21875 [345] validation_0-mae:5564.43066 validation_1-mae:6254.03516 [346] validation_0-mae:5558.69141 validation_1-mae:6251.52295 [347] validation_0-mae:5555.59766 validation_1-mae:6250.27783 [348] validation_0-mae:5553.88037 validation_1-mae:6250.16504 [349] validation_0-mae:5553.13184 validation_1-mae:6249.82031 [350] validation_0-mae:5549.65723 validation_1-mae:6247.55273 [351] validation_0-mae:5546.57275 validation_1-mae:6246.72363 [352] validation_0-mae:5541.69873 validation_1-mae:6244.41504 [353] validation_0-mae:5540.27686 validation_1-mae:6245.23779 [354] validation_0-mae:5538.96875 validation_1-mae:6244.69238 [355] validation_0-mae:5537.39258 validation_1-mae:6244.97998 [356] validation_0-mae:5535.66504 validation_1-mae:6245.32031 [357] validation_0-mae:5531.84180 validation_1-mae:6243.24268 [358] validation_0-mae:5531.03467 validation_1-mae:6242.89697 [359] validation_0-mae:5530.86475 validation_1-mae:6242.73193 [360] validation_0-mae:5527.72119 validation_1-mae:6241.44629 [361] validation_0-mae:5526.40820 validation_1-mae:6240.77881 [362] validation_0-mae:5525.01318 validation_1-mae:6240.55127 [363] validation_0-mae:5522.45264 validation_1-mae:6239.13916 [364] validation_0-mae:5519.56641 validation_1-mae:6237.46289 [365] validation_0-mae:5517.85791 validation_1-mae:6236.20850 [366] validation_0-mae:5515.21289 validation_1-mae:6235.89014 [367] validation_0-mae:5510.63184 validation_1-mae:6234.64746 [368] validation_0-mae:5509.81250 validation_1-mae:6234.88721 [369] validation_0-mae:5508.54541 validation_1-mae:6234.71387 [370] validation_0-mae:5505.84912 validation_1-mae:6234.54883 [371] validation_0-mae:5501.94971 validation_1-mae:6233.84228 [372] validation_0-mae:5499.88525 validation_1-mae:6233.19727 [373] validation_0-mae:5498.95068 validation_1-mae:6233.31592 [374] validation_0-mae:5497.90088 validation_1-mae:6233.03418 [375] validation_0-mae:5496.33594 validation_1-mae:6232.44238 [376] validation_0-mae:5495.70312 validation_1-mae:6232.45068 [377] validation_0-mae:5494.05957 validation_1-mae:6232.32861 [378] validation_0-mae:5491.91162 validation_1-mae:6231.69629 [379] validation_0-mae:5489.54492 validation_1-mae:6231.92383 [380] validation_0-mae:5487.67334 validation_1-mae:6230.72363 [381] validation_0-mae:5485.36572 validation_1-mae:6229.58008 [382] validation_0-mae:5482.47168 validation_1-mae:6227.43750 [383] validation_0-mae:5481.24756 validation_1-mae:6227.27051 [384] validation_0-mae:5476.44238 validation_1-mae:6224.99853 [385] validation_0-mae:5474.03613 validation_1-mae:6223.03418 [386] validation_0-mae:5472.65381 validation_1-mae:6222.25928 [387] validation_0-mae:5470.21045 validation_1-mae:6221.33740 [388] validation_0-mae:5467.76221 validation_1-mae:6220.58252 [389] validation_0-mae:5467.15772 validation_1-mae:6220.13037 [390] validation_0-mae:5465.52930 validation_1-mae:6219.60742 [391] validation_0-mae:5462.47363 validation_1-mae:6219.11963 [392] validation_0-mae:5461.01025 validation_1-mae:6218.95361 [393] validation_0-mae:5460.21436 validation_1-mae:6219.04053 [394] validation_0-mae:5458.33545 validation_1-mae:6218.50147 [395] validation_0-mae:5456.45410 validation_1-mae:6218.11572 [396] validation_0-mae:5454.80859 validation_1-mae:6217.67285 [397] validation_0-mae:5450.17041 validation_1-mae:6215.71338 [398] validation_0-mae:5448.56738 validation_1-mae:6214.93213 [399] validation_0-mae:5447.15918 validation_1-mae:6215.59814 [400] validation_0-mae:5444.32471 validation_1-mae:6214.00879 [401] validation_0-mae:5443.07520 validation_1-mae:6213.39404 [402] validation_0-mae:5440.83154 validation_1-mae:6211.89795 [403] validation_0-mae:5439.57764 validation_1-mae:6211.67578 [404] validation_0-mae:5438.71680 validation_1-mae:6211.35498 [405] validation_0-mae:5437.41553 validation_1-mae:6211.16064 [406] validation_0-mae:5436.39502 validation_1-mae:6211.29541 [407] validation_0-mae:5435.53516 validation_1-mae:6211.45557 [408] validation_0-mae:5432.47656 validation_1-mae:6210.69629 [409] validation_0-mae:5430.76514 validation_1-mae:6209.94336 [410] validation_0-mae:5427.98193 validation_1-mae:6209.33105 [411] validation_0-mae:5425.81397 validation_1-mae:6209.36768 [412] validation_0-mae:5422.27588 validation_1-mae:6209.29150 [413] validation_0-mae:5420.80566 validation_1-mae:6209.25537 [414] validation_0-mae:5419.31250 validation_1-mae:6208.99805 [415] validation_0-mae:5417.76514 validation_1-mae:6208.76562 [416] validation_0-mae:5416.31494 validation_1-mae:6207.30273 [417] validation_0-mae:5412.13428 validation_1-mae:6206.25977 [418] validation_0-mae:5410.13574 validation_1-mae:6206.45068 [419] validation_0-mae:5407.41602 validation_1-mae:6204.82227 [420] validation_0-mae:5405.73340 validation_1-mae:6204.40430 [421] validation_0-mae:5401.74170 validation_1-mae:6202.97461 [422] validation_0-mae:5399.58838 validation_1-mae:6202.62744 [423] validation_0-mae:5397.29688 validation_1-mae:6202.27441 [424] validation_0-mae:5396.94971 validation_1-mae:6202.25244 [425] validation_0-mae:5394.87500 validation_1-mae:6201.95898 [426] validation_0-mae:5393.55225 validation_1-mae:6201.98193 [427] validation_0-mae:5392.85645 validation_1-mae:6201.37793 [428] validation_0-mae:5388.38965 validation_1-mae:6199.08545 [429] validation_0-mae:5385.85938 validation_1-mae:6197.55811 [430] validation_0-mae:5385.46875 validation_1-mae:6197.58838 [431] validation_0-mae:5384.41650 validation_1-mae:6197.18164 [432] validation_0-mae:5383.81787 validation_1-mae:6196.65967 [433] validation_0-mae:5381.65723 validation_1-mae:6196.28711 [434] validation_0-mae:5379.97656 validation_1-mae:6195.84863 [435] validation_0-mae:5379.11523 validation_1-mae:6195.58740 [436] validation_0-mae:5378.22266 validation_1-mae:6195.72510 [437] validation_0-mae:5375.23779 validation_1-mae:6194.07275 [438] validation_0-mae:5372.78516 validation_1-mae:6192.30664 [439] validation_0-mae:5370.15283 validation_1-mae:6190.25244 [440] validation_0-mae:5365.93897 validation_1-mae:6190.00781 [441] validation_0-mae:5364.81397 validation_1-mae:6190.51562 [442] validation_0-mae:5363.86865 validation_1-mae:6190.49756 [443] validation_0-mae:5362.99756 validation_1-mae:6190.61084 [444] validation_0-mae:5360.83154 validation_1-mae:6189.91309 [445] validation_0-mae:5358.92676 validation_1-mae:6190.19727 [446] validation_0-mae:5358.39648 validation_1-mae:6190.08496 [447] validation_0-mae:5357.70557 validation_1-mae:6190.29004 [448] validation_0-mae:5355.04102 validation_1-mae:6188.59912 [449] validation_0-mae:5352.27148 validation_1-mae:6187.15576 [450] validation_0-mae:5350.46338 validation_1-mae:6187.35205 [451] validation_0-mae:5349.22949 validation_1-mae:6187.83154 [452] validation_0-mae:5346.00098 validation_1-mae:6186.78809 [453] validation_0-mae:5344.37256 validation_1-mae:6187.07031 [454] validation_0-mae:5342.64697 validation_1-mae:6187.45117 [455] validation_0-mae:5340.52832 validation_1-mae:6186.31738 [456] validation_0-mae:5338.78711 validation_1-mae:6186.75586 [457] validation_0-mae:5335.16406 validation_1-mae:6186.24023 [458] validation_0-mae:5334.21045 validation_1-mae:6186.22217 [459] validation_0-mae:5333.94141 validation_1-mae:6186.11133 [460] validation_0-mae:5333.79639 validation_1-mae:6186.11230 [461] validation_0-mae:5332.78272 validation_1-mae:6186.39355 [462] validation_0-mae:5331.35693 validation_1-mae:6186.00000 [463] validation_0-mae:5328.45996 validation_1-mae:6185.97607 [464] validation_0-mae:5326.52539 validation_1-mae:6185.02002 [465] validation_0-mae:5325.28809 validation_1-mae:6184.24365 [466] validation_0-mae:5324.52197 validation_1-mae:6184.29395 [467] validation_0-mae:5321.68652 validation_1-mae:6183.93311 [468] validation_0-mae:5320.30566 validation_1-mae:6183.39160 [469] validation_0-mae:5317.83496 validation_1-mae:6182.05811 [470] validation_0-mae:5317.75293 validation_1-mae:6182.12744 [471] validation_0-mae:5316.27051 validation_1-mae:6181.91162 [472] validation_0-mae:5314.49805 validation_1-mae:6181.43262 [473] validation_0-mae:5313.19189 validation_1-mae:6180.75439 [474] validation_0-mae:5311.80566 validation_1-mae:6180.62793 [475] validation_0-mae:5311.44580 validation_1-mae:6180.42334 [476] validation_0-mae:5309.02978 validation_1-mae:6179.97900 [477] validation_0-mae:5307.18799 validation_1-mae:6179.72803 [478] validation_0-mae:5304.04639 validation_1-mae:6179.36816 [479] validation_0-mae:5302.97607 validation_1-mae:6179.22168 [480] validation_0-mae:5301.33643 validation_1-mae:6178.70508 [481] validation_0-mae:5297.88086 validation_1-mae:6176.83203 [482] validation_0-mae:5297.20264 validation_1-mae:6176.67285 [483] validation_0-mae:5295.58496 validation_1-mae:6175.95508 [484] validation_0-mae:5294.63525 validation_1-mae:6175.66064 [485] validation_0-mae:5292.95654 validation_1-mae:6175.76221 [486] validation_0-mae:5292.37695 validation_1-mae:6176.18652 [487] validation_0-mae:5290.25635 validation_1-mae:6175.28272 [488] validation_0-mae:5289.19971 validation_1-mae:6175.18799 [489] validation_0-mae:5287.65478 validation_1-mae:6174.63379 [490] validation_0-mae:5286.29395 validation_1-mae:6174.24365 [491] validation_0-mae:5284.54199 validation_1-mae:6174.06836 [492] validation_0-mae:5283.50488 validation_1-mae:6173.55859 [493] validation_0-mae:5281.12939 validation_1-mae:6173.07422 [494] validation_0-mae:5279.22266 validation_1-mae:6173.22705 [495] validation_0-mae:5277.55566 validation_1-mae:6172.23730 [496] validation_0-mae:5275.19580 validation_1-mae:6172.35449 [497] validation_0-mae:5274.28564 validation_1-mae:6172.05713 [498] validation_0-mae:5273.49853 validation_1-mae:6172.75879 [499] validation_0-mae:5271.75098 validation_1-mae:6172.49512 [500] validation_0-mae:5268.84717 validation_1-mae:6171.47070 [501] validation_0-mae:5266.96582 validation_1-mae:6171.11865 [502] validation_0-mae:5263.94141 validation_1-mae:6169.67285 [503] validation_0-mae:5263.43506 validation_1-mae:6169.60889 [504] validation_0-mae:5262.01416 validation_1-mae:6170.10791 [505] validation_0-mae:5261.88672 validation_1-mae:6170.17334 [506] validation_0-mae:5260.42139 validation_1-mae:6170.19971 [507] validation_0-mae:5258.18457 validation_1-mae:6168.99512 [508] validation_0-mae:5257.08203 validation_1-mae:6169.16504 [509] validation_0-mae:5256.53174 validation_1-mae:6168.97852 [510] validation_0-mae:5255.88574 validation_1-mae:6168.53174 [511] validation_0-mae:5255.41357 validation_1-mae:6168.35645 [512] validation_0-mae:5254.84424 validation_1-mae:6168.25439 [513] validation_0-mae:5253.76465 validation_1-mae:6168.02051 [514] validation_0-mae:5252.26758 validation_1-mae:6168.06250 [515] validation_0-mae:5251.11914 validation_1-mae:6168.49316 [516] validation_0-mae:5248.39502 validation_1-mae:6166.84961 [517] validation_0-mae:5247.49170 validation_1-mae:6166.80664 [518] validation_0-mae:5246.58252 validation_1-mae:6166.82910 [519] validation_0-mae:5245.15772 validation_1-mae:6166.91797 [520] validation_0-mae:5243.20361 validation_1-mae:6165.55713 [521] validation_0-mae:5241.91650 validation_1-mae:6165.71728 [522] validation_0-mae:5240.86377 validation_1-mae:6165.85449 [523] validation_0-mae:5240.71338 validation_1-mae:6165.77197 [524] validation_0-mae:5240.44873 validation_1-mae:6165.76611 [525] validation_0-mae:5238.49609 validation_1-mae:6165.20703 [526] validation_0-mae:5238.10107 validation_1-mae:6165.31592 [527] validation_0-mae:5237.62402 validation_1-mae:6165.27246 [528] validation_0-mae:5236.38965 validation_1-mae:6165.56738 [529] validation_0-mae:5235.80127 validation_1-mae:6165.49902 [530] validation_0-mae:5235.24072 validation_1-mae:6165.57520 [531] validation_0-mae:5234.34375 validation_1-mae:6165.24853 [532] validation_0-mae:5232.22949 validation_1-mae:6164.72705 [533] validation_0-mae:5229.98779 validation_1-mae:6164.34180 [534] validation_0-mae:5226.57959 validation_1-mae:6163.36133 [535] validation_0-mae:5225.09814 validation_1-mae:6164.58887 [536] validation_0-mae:5223.40625 validation_1-mae:6165.43652 [537] validation_0-mae:5221.01172 validation_1-mae:6165.17578 [538] validation_0-mae:5218.45264 validation_1-mae:6163.61572 [539] validation_0-mae:5217.71875 validation_1-mae:6163.49072 [540] validation_0-mae:5215.84912 validation_1-mae:6162.50195 [541] validation_0-mae:5215.10303 validation_1-mae:6162.54736 [542] validation_0-mae:5213.33789 validation_1-mae:6162.06055 [543] validation_0-mae:5212.10254 validation_1-mae:6161.98877 [544] validation_0-mae:5209.48828 validation_1-mae:6161.34668 [545] validation_0-mae:5206.48926 validation_1-mae:6161.49023 [546] validation_0-mae:5205.52344 validation_1-mae:6161.70801 [547] validation_0-mae:5204.93945 validation_1-mae:6161.80664 [548] validation_0-mae:5203.59131 validation_1-mae:6161.66309 [549] validation_0-mae:5203.05420 validation_1-mae:6161.68359 [550] validation_0-mae:5201.41699 validation_1-mae:6161.32959 [551] validation_0-mae:5198.73682 validation_1-mae:6160.08545 [552] validation_0-mae:5197.77686 validation_1-mae:6160.40332 [553] validation_0-mae:5194.23535 validation_1-mae:6159.70020 [554] validation_0-mae:5192.18897 validation_1-mae:6159.29639 [555] validation_0-mae:5190.69531 validation_1-mae:6158.81836 [556] validation_0-mae:5188.27051 validation_1-mae:6156.60693 [557] validation_0-mae:5186.90527 validation_1-mae:6156.16943 [558] validation_0-mae:5184.92920 validation_1-mae:6154.75781 [559] validation_0-mae:5182.99853 validation_1-mae:6153.93652 [560] validation_0-mae:5181.89795 validation_1-mae:6154.20068 [561] validation_0-mae:5180.76367 validation_1-mae:6154.57422 [562] validation_0-mae:5179.07275 validation_1-mae:6154.15869 [563] validation_0-mae:5177.70020 validation_1-mae:6154.33936 [564] validation_0-mae:5177.16699 validation_1-mae:6154.45654 [565] validation_0-mae:5176.32324 validation_1-mae:6154.34668 [566] validation_0-mae:5174.05127 validation_1-mae:6153.67383 [567] validation_0-mae:5172.81738 validation_1-mae:6153.38086 [568] validation_0-mae:5170.77539 validation_1-mae:6153.21924 [569] validation_0-mae:5168.96826 validation_1-mae:6152.61621 [570] validation_0-mae:5168.49365 validation_1-mae:6152.55615 [571] validation_0-mae:5167.80078 validation_1-mae:6152.60596 [572] validation_0-mae:5166.47168 validation_1-mae:6152.94141 [573] validation_0-mae:5164.56641 validation_1-mae:6152.85010 [574] validation_0-mae:5163.54736 validation_1-mae:6152.93115 [575] validation_0-mae:5161.25928 validation_1-mae:6150.81250 [576] validation_0-mae:5160.25147 validation_1-mae:6150.91748 [577] validation_0-mae:5157.83008 validation_1-mae:6150.97119 [578] validation_0-mae:5157.24121 validation_1-mae:6150.81934 [579] validation_0-mae:5156.46094 validation_1-mae:6150.41162 [580] validation_0-mae:5155.16064 validation_1-mae:6149.74170 [581] validation_0-mae:5154.73340 validation_1-mae:6149.76123 [582] validation_0-mae:5153.17236 validation_1-mae:6149.35205 [583] validation_0-mae:5149.70312 validation_1-mae:6148.60742 [584] validation_0-mae:5148.52197 validation_1-mae:6148.24707 [585] validation_0-mae:5146.76318 validation_1-mae:6148.58105 [586] validation_0-mae:5145.57227 validation_1-mae:6148.74756 [587] validation_0-mae:5144.02393 validation_1-mae:6148.63721 [588] validation_0-mae:5141.56592 validation_1-mae:6148.10449 [589] validation_0-mae:5139.41260 validation_1-mae:6147.47412 [590] validation_0-mae:5136.10889 validation_1-mae:6147.87744 [591] validation_0-mae:5135.87598 validation_1-mae:6147.99463 [592] validation_0-mae:5135.01074 validation_1-mae:6147.96973 [593] validation_0-mae:5132.55664 validation_1-mae:6147.03223 [594] validation_0-mae:5129.77588 validation_1-mae:6145.75098 [595] validation_0-mae:5128.28320 validation_1-mae:6146.15332 [596] validation_0-mae:5125.80273 validation_1-mae:6145.18164 [597] validation_0-mae:5123.44922 validation_1-mae:6145.50098 [598] validation_0-mae:5121.75391 validation_1-mae:6145.71582 [599] validation_0-mae:5119.30811 validation_1-mae:6145.29395 [600] validation_0-mae:5118.11035 validation_1-mae:6145.06836 [601] validation_0-mae:5117.16650 validation_1-mae:6145.01270 [602] validation_0-mae:5113.54346 validation_1-mae:6142.44873 [603] validation_0-mae:5111.35303 validation_1-mae:6141.47998 [604] validation_0-mae:5109.91309 validation_1-mae:6141.36865 [605] validation_0-mae:5109.05225 validation_1-mae:6141.35303 [606] validation_0-mae:5107.13184 validation_1-mae:6141.48389 [607] validation_0-mae:5106.50391 validation_1-mae:6141.38672 [608] validation_0-mae:5105.82031 validation_1-mae:6141.26172 [609] validation_0-mae:5103.66406 validation_1-mae:6140.26758 [610] validation_0-mae:5102.45654 validation_1-mae:6140.28662 [611] validation_0-mae:5100.15039 validation_1-mae:6140.72754 [612] validation_0-mae:5099.16211 validation_1-mae:6140.46777 [613] validation_0-mae:5098.46680 validation_1-mae:6140.34131 [614] validation_0-mae:5096.80859 validation_1-mae:6139.60986 [615] validation_0-mae:5095.53369 validation_1-mae:6138.40283 [616] validation_0-mae:5094.06299 validation_1-mae:6138.14600 [617] validation_0-mae:5092.88623 validation_1-mae:6138.36963 [618] validation_0-mae:5091.74853 validation_1-mae:6138.41943 [619] validation_0-mae:5090.49316 validation_1-mae:6138.85693 [620] validation_0-mae:5088.76318 validation_1-mae:6138.33789 [621] validation_0-mae:5086.05859 validation_1-mae:6138.26465 [622] validation_0-mae:5084.18994 validation_1-mae:6137.87353 [623] validation_0-mae:5083.50635 validation_1-mae:6137.98682 [624] validation_0-mae:5082.95264 validation_1-mae:6137.99805 [625] validation_0-mae:5081.60693 validation_1-mae:6137.55078 [626] validation_0-mae:5079.86426 validation_1-mae:6137.56738 [627] validation_0-mae:5078.30371 validation_1-mae:6136.98486 [628] validation_0-mae:5078.10938 validation_1-mae:6136.96045 [629] validation_0-mae:5076.01807 validation_1-mae:6135.65527 [630] validation_0-mae:5073.59277 validation_1-mae:6135.09131 [631] validation_0-mae:5073.24707 validation_1-mae:6134.97607 [632] validation_0-mae:5072.46289 validation_1-mae:6134.81152 [633] validation_0-mae:5071.89648 validation_1-mae:6134.55273 [634] validation_0-mae:5071.43750 validation_1-mae:6134.83447 [635] validation_0-mae:5070.67139 validation_1-mae:6134.54443 [636] validation_0-mae:5070.01807 validation_1-mae:6134.23633 [637] validation_0-mae:5068.38232 validation_1-mae:6134.12402 [638] validation_0-mae:5066.38428 validation_1-mae:6134.18945 [639] validation_0-mae:5065.48242 validation_1-mae:6134.20068 [640] validation_0-mae:5064.59961 validation_1-mae:6134.14160 [641] validation_0-mae:5063.12744 validation_1-mae:6133.80518 [642] validation_0-mae:5062.02246 validation_1-mae:6134.04102 [643] validation_0-mae:5061.96338 validation_1-mae:6134.05566 [644] validation_0-mae:5060.62647 validation_1-mae:6133.21143 [645] validation_0-mae:5057.67822 validation_1-mae:6132.14014 [646] validation_0-mae:5056.62988 validation_1-mae:6132.45654 [647] validation_0-mae:5055.07373 validation_1-mae:6131.89502 [648] validation_0-mae:5053.23438 validation_1-mae:6131.56641 [649] validation_0-mae:5049.08252 validation_1-mae:6129.40381 [650] validation_0-mae:5045.43652 validation_1-mae:6128.50928 [651] validation_0-mae:5042.73047 validation_1-mae:6126.63818 [652] validation_0-mae:5041.31787 validation_1-mae:6126.31543 [653] validation_0-mae:5039.68897 validation_1-mae:6125.76123 [654] validation_0-mae:5036.53564 validation_1-mae:6125.05176 [655] validation_0-mae:5034.81543 validation_1-mae:6125.31103 [656] validation_0-mae:5032.47852 validation_1-mae:6124.75781 [657] validation_0-mae:5029.66895 validation_1-mae:6123.94092 [658] validation_0-mae:5027.60547 validation_1-mae:6124.04004 [659] validation_0-mae:5025.00049 validation_1-mae:6124.14355 [660] validation_0-mae:5022.77441 validation_1-mae:6124.18848 [661] validation_0-mae:5020.34668 validation_1-mae:6123.76416 [662] validation_0-mae:5019.21826 validation_1-mae:6123.89355 [663] validation_0-mae:5016.69482 validation_1-mae:6124.24121 [664] validation_0-mae:5014.10596 validation_1-mae:6121.96777 [665] validation_0-mae:5012.34668 validation_1-mae:6122.00684 [666] validation_0-mae:5010.43603 validation_1-mae:6121.84522 [667] validation_0-mae:5008.87793 validation_1-mae:6121.16260 [668] validation_0-mae:5008.30322 validation_1-mae:6121.02393 [669] validation_0-mae:5007.39160 validation_1-mae:6121.58789 [670] validation_0-mae:5005.67334 validation_1-mae:6120.66992 [671] validation_0-mae:5005.35498 validation_1-mae:6120.48486 [672] validation_0-mae:5003.14355 validation_1-mae:6119.23047 [673] validation_0-mae:5002.30469 validation_1-mae:6119.48975 [674] validation_0-mae:5001.70361 validation_1-mae:6119.14209 [675] validation_0-mae:5000.49805 validation_1-mae:6118.43652 [676] validation_0-mae:4997.58643 validation_1-mae:6117.75049 [677] validation_0-mae:4996.82520 validation_1-mae:6117.51807 [678] validation_0-mae:4995.93848 validation_1-mae:6117.63184 [679] validation_0-mae:4993.84180 validation_1-mae:6117.60986 [680] validation_0-mae:4992.17969 validation_1-mae:6117.42383 [681] validation_0-mae:4990.69580 validation_1-mae:6116.60547 [682] validation_0-mae:4989.30518 validation_1-mae:6116.25537 [683] validation_0-mae:4987.71728 validation_1-mae:6115.63232 [684] validation_0-mae:4987.47852 validation_1-mae:6115.86182 [685] validation_0-mae:4987.39844 validation_1-mae:6115.81641 [686] validation_0-mae:4986.17139 validation_1-mae:6115.45508 [687] validation_0-mae:4985.24512 validation_1-mae:6115.61816 [688] validation_0-mae:4983.90039 validation_1-mae:6115.55029 [689] validation_0-mae:4981.94385 validation_1-mae:6114.60693 [690] validation_0-mae:4979.06494 validation_1-mae:6115.14600 [691] validation_0-mae:4976.81836 validation_1-mae:6114.32031 [692] validation_0-mae:4975.42090 validation_1-mae:6113.89014 [693] validation_0-mae:4973.96631 validation_1-mae:6113.79980 [694] validation_0-mae:4971.98242 validation_1-mae:6113.46094 [695] validation_0-mae:4971.03857 validation_1-mae:6113.44971 [696] validation_0-mae:4969.21338 validation_1-mae:6112.95459 [697] validation_0-mae:4968.38623 validation_1-mae:6113.14893 [698] validation_0-mae:4967.96289 validation_1-mae:6113.05078 [699] validation_0-mae:4966.92676 validation_1-mae:6112.17676 [700] validation_0-mae:4965.35791 validation_1-mae:6112.75439 [701] validation_0-mae:4964.86865 validation_1-mae:6112.68262 [702] validation_0-mae:4964.59522 validation_1-mae:6112.69434 [703] validation_0-mae:4963.65967 validation_1-mae:6112.52637 [704] validation_0-mae:4962.08740 validation_1-mae:6111.78027 [705] validation_0-mae:4960.13379 validation_1-mae:6111.23096 [706] validation_0-mae:4958.46826 validation_1-mae:6111.56348 [707] validation_0-mae:4957.70850 validation_1-mae:6111.58496 [708] validation_0-mae:4957.60010 validation_1-mae:6111.66895 [709] validation_0-mae:4957.52930 validation_1-mae:6111.64014 [710] validation_0-mae:4956.67822 validation_1-mae:6111.77100 [711] validation_0-mae:4955.01611 validation_1-mae:6111.30762 [712] validation_0-mae:4953.00244 validation_1-mae:6109.87451 [713] validation_0-mae:4951.56689 validation_1-mae:6109.81494 [714] validation_0-mae:4950.94482 validation_1-mae:6109.67725 [715] validation_0-mae:4949.57227 validation_1-mae:6109.59668 [716] validation_0-mae:4948.27490 validation_1-mae:6109.43213 [717] validation_0-mae:4945.40820 validation_1-mae:6109.44873 [718] validation_0-mae:4942.26758 validation_1-mae:6109.08887 [719] validation_0-mae:4941.06494 validation_1-mae:6108.74805 [720] validation_0-mae:4937.59863 validation_1-mae:6108.30615 [721] validation_0-mae:4936.27978 validation_1-mae:6109.04150 [722] validation_0-mae:4934.42383 validation_1-mae:6108.79297 [723] validation_0-mae:4932.02148 validation_1-mae:6109.42139 [724] validation_0-mae:4930.33838 validation_1-mae:6109.06836 [725] validation_0-mae:4929.48779 validation_1-mae:6109.50684 [726] validation_0-mae:4928.38330 validation_1-mae:6109.30273 [727] validation_0-mae:4927.19922 validation_1-mae:6108.72266 [728] validation_0-mae:4926.53564 validation_1-mae:6108.69678 [729] validation_0-mae:4924.88037 validation_1-mae:6108.93799 [730] validation_0-mae:4924.17139 validation_1-mae:6108.46143 [731] validation_0-mae:4922.41553 validation_1-mae:6107.69629 [732] validation_0-mae:4920.09424 validation_1-mae:6106.97900 [733] validation_0-mae:4918.14014 validation_1-mae:6106.13916 [734] validation_0-mae:4915.67871 validation_1-mae:6105.56299 [735] validation_0-mae:4913.97803 validation_1-mae:6104.49170 [736] validation_0-mae:4912.38428 validation_1-mae:6103.80420 [737] validation_0-mae:4911.11816 validation_1-mae:6103.90723 [738] validation_0-mae:4910.02148 validation_1-mae:6104.16504 [739] validation_0-mae:4908.88184 validation_1-mae:6103.98193 [740] validation_0-mae:4906.62842 validation_1-mae:6102.13281 [741] validation_0-mae:4905.44482 validation_1-mae:6102.93555 [742] validation_0-mae:4904.37647 validation_1-mae:6102.83740 [743] validation_0-mae:4903.62158 validation_1-mae:6102.59961 [744] validation_0-mae:4902.70361 validation_1-mae:6102.63623 [745] validation_0-mae:4900.64844 validation_1-mae:6102.88477 [746] validation_0-mae:4899.29297 validation_1-mae:6102.86475 [747] validation_0-mae:4898.39453 validation_1-mae:6102.52051 [748] validation_0-mae:4896.57666 validation_1-mae:6101.92285 [749] validation_0-mae:4895.95068 validation_1-mae:6102.00586 [750] validation_0-mae:4893.23047 validation_1-mae:6101.33643 [751] validation_0-mae:4891.98926 validation_1-mae:6101.26318 [752] validation_0-mae:4891.30078 validation_1-mae:6100.82764 [753] validation_0-mae:4889.71191 validation_1-mae:6099.98926 [754] validation_0-mae:4887.40039 validation_1-mae:6098.77344 [755] validation_0-mae:4884.44580 validation_1-mae:6099.94385 [756] validation_0-mae:4882.32568 validation_1-mae:6099.83643 [757] validation_0-mae:4881.29736 validation_1-mae:6099.37353 [758] validation_0-mae:4880.33594 validation_1-mae:6099.32959 [759] validation_0-mae:4878.53662 validation_1-mae:6100.07715 [760] validation_0-mae:4877.15478 validation_1-mae:6099.48926 [761] validation_0-mae:4876.43213 validation_1-mae:6099.31836 [762] validation_0-mae:4875.14453 validation_1-mae:6098.94043 [763] validation_0-mae:4874.42480 validation_1-mae:6099.03711 [764] validation_0-mae:4873.45068 validation_1-mae:6099.44727 [765] validation_0-mae:4872.33154 validation_1-mae:6099.17676 [766] validation_0-mae:4871.57520 validation_1-mae:6099.05420 [767] validation_0-mae:4869.64014 validation_1-mae:6098.43262 [768] validation_0-mae:4867.76270 validation_1-mae:6097.95068 [769] validation_0-mae:4865.77686 validation_1-mae:6098.11572 [770] validation_0-mae:4863.08887 validation_1-mae:6097.12549 [771] validation_0-mae:4861.75879 validation_1-mae:6096.94385 [772] validation_0-mae:4860.62207 validation_1-mae:6096.55225 [773] validation_0-mae:4859.78760 validation_1-mae:6096.66406 [774] validation_0-mae:4857.88281 validation_1-mae:6095.73193 [775] validation_0-mae:4856.24756 validation_1-mae:6095.61182 [776] validation_0-mae:4855.64697 validation_1-mae:6095.58398 [777] validation_0-mae:4854.87891 validation_1-mae:6095.30762 [778] validation_0-mae:4853.02978 validation_1-mae:6096.08350 [779] validation_0-mae:4850.75635 validation_1-mae:6095.77637 [780] validation_0-mae:4849.55713 validation_1-mae:6095.43164 [781] validation_0-mae:4847.34326 validation_1-mae:6094.91016 [782] validation_0-mae:4845.65869 validation_1-mae:6094.72363 [783] validation_0-mae:4843.56543 validation_1-mae:6094.49853 [784] validation_0-mae:4841.33887 validation_1-mae:6092.78955 [785] validation_0-mae:4839.58350 validation_1-mae:6092.35400 [786] validation_0-mae:4837.82471 validation_1-mae:6091.00439 [787] validation_0-mae:4835.55615 validation_1-mae:6091.16211 [788] validation_0-mae:4833.48682 validation_1-mae:6090.75391 [789] validation_0-mae:4832.73877 validation_1-mae:6091.24316 [790] validation_0-mae:4830.39453 validation_1-mae:6091.08203 [791] validation_0-mae:4830.08789 validation_1-mae:6091.00684 [792] validation_0-mae:4828.79834 validation_1-mae:6090.95068 [793] validation_0-mae:4827.39258 validation_1-mae:6090.64014 [794] validation_0-mae:4825.93066 validation_1-mae:6090.38525 [795] validation_0-mae:4822.96875 validation_1-mae:6090.11572 [796] validation_0-mae:4821.70068 validation_1-mae:6090.09473 [797] validation_0-mae:4819.17725 validation_1-mae:6090.93311 [798] validation_0-mae:4817.90039 validation_1-mae:6091.14795 [799] validation_0-mae:4816.03662 validation_1-mae:6091.39453 [800] validation_0-mae:4813.92676 validation_1-mae:6090.98145 [801] validation_0-mae:4811.75684 validation_1-mae:6091.50928 [802] validation_0-mae:4810.17139 validation_1-mae:6091.39893 [803] validation_0-mae:4807.77539 validation_1-mae:6090.69434 [804] validation_0-mae:4807.24121 validation_1-mae:6090.82275 [805] validation_0-mae:4806.04053 validation_1-mae:6091.03662 [806] validation_0-mae:4803.87012 validation_1-mae:6090.59619 [807] validation_0-mae:4803.19092 validation_1-mae:6090.52295 [808] validation_0-mae:4801.33203 validation_1-mae:6090.84668 [809] validation_0-mae:4800.51807 validation_1-mae:6090.46631 [810] validation_0-mae:4798.33057 validation_1-mae:6089.25244 [811] validation_0-mae:4798.15088 validation_1-mae:6089.30615 [812] validation_0-mae:4796.76318 validation_1-mae:6089.49023 [813] validation_0-mae:4796.50488 validation_1-mae:6089.48242 [814] validation_0-mae:4795.74756 validation_1-mae:6089.30127 [815] validation_0-mae:4795.14014 validation_1-mae:6089.43408 [816] validation_0-mae:4793.94385 validation_1-mae:6089.34131 [817] validation_0-mae:4793.51807 validation_1-mae:6089.33154 [818] validation_0-mae:4793.48291 validation_1-mae:6089.38379 [819] validation_0-mae:4791.70264 validation_1-mae:6088.59277 [820] validation_0-mae:4790.89404 validation_1-mae:6088.10449 [821] validation_0-mae:4790.13672 validation_1-mae:6087.83984 [822] validation_0-mae:4790.01953 validation_1-mae:6087.94873 [823] validation_0-mae:4787.88867 validation_1-mae:6087.07764 [824] validation_0-mae:4786.44434 validation_1-mae:6087.30811 [825] validation_0-mae:4785.66064 validation_1-mae:6087.45020 [826] validation_0-mae:4785.04248 validation_1-mae:6087.54590 [827] validation_0-mae:4783.43603 validation_1-mae:6087.48535 [828] validation_0-mae:4781.69873 validation_1-mae:6086.43408 [829] validation_0-mae:4780.15039 validation_1-mae:6086.52100 [830] validation_0-mae:4778.52246 validation_1-mae:6086.65625 [831] validation_0-mae:4775.89551 validation_1-mae:6086.89014 [832] validation_0-mae:4774.51514 validation_1-mae:6086.74609 [833] validation_0-mae:4773.20752 validation_1-mae:6086.90967 [834] validation_0-mae:4771.83740 validation_1-mae:6087.28662 [835] validation_0-mae:4769.76562 validation_1-mae:6085.85938 [836] validation_0-mae:4768.36475 validation_1-mae:6086.22119 [837] validation_0-mae:4766.62842 validation_1-mae:6085.40674 [838] validation_0-mae:4764.81397 validation_1-mae:6084.89551 [839] validation_0-mae:4763.97510 validation_1-mae:6085.40772 [840] validation_0-mae:4762.51025 validation_1-mae:6085.18750 [841] validation_0-mae:4760.24853 validation_1-mae:6084.45215 [842] validation_0-mae:4759.39160 validation_1-mae:6084.53906 [843] validation_0-mae:4757.79980 validation_1-mae:6084.53272 [844] validation_0-mae:4757.24609 validation_1-mae:6084.57422 [845] validation_0-mae:4756.51611 validation_1-mae:6084.53662 [846] validation_0-mae:4755.12988 validation_1-mae:6083.79004 [847] validation_0-mae:4753.06982 validation_1-mae:6083.71191 [848] validation_0-mae:4752.69385 validation_1-mae:6083.50732 [849] validation_0-mae:4751.78076 validation_1-mae:6083.58496 [850] validation_0-mae:4750.52734 validation_1-mae:6083.81543 [851] validation_0-mae:4750.07275 validation_1-mae:6083.66064 [852] validation_0-mae:4749.63477 validation_1-mae:6083.34082 [853] validation_0-mae:4749.06152 validation_1-mae:6083.25928 [854] validation_0-mae:4748.39160 validation_1-mae:6083.33350 [855] validation_0-mae:4747.42676 validation_1-mae:6083.49951 [856] validation_0-mae:4745.57031 validation_1-mae:6083.65723 [857] validation_0-mae:4744.05127 validation_1-mae:6083.38721 [858] validation_0-mae:4742.20264 validation_1-mae:6083.62549 [859] validation_0-mae:4740.71631 validation_1-mae:6082.50684 [860] validation_0-mae:4739.05859 validation_1-mae:6082.68213 [861] validation_0-mae:4737.81348 validation_1-mae:6082.25000 [862] validation_0-mae:4736.43994 validation_1-mae:6082.40283 [863] validation_0-mae:4735.76416 validation_1-mae:6081.97510 [864] validation_0-mae:4733.51611 validation_1-mae:6080.87549 [865] validation_0-mae:4731.92139 validation_1-mae:6081.17480 [866] validation_0-mae:4731.01074 validation_1-mae:6080.73633 [867] validation_0-mae:4729.23730 validation_1-mae:6080.77393 [868] validation_0-mae:4728.09277 validation_1-mae:6080.56689 [869] validation_0-mae:4726.69189 validation_1-mae:6080.96484 [870] validation_0-mae:4725.89893 validation_1-mae:6080.72510 [871] validation_0-mae:4723.08643 validation_1-mae:6079.89258 [872] validation_0-mae:4721.67578 validation_1-mae:6079.01270 [873] validation_0-mae:4720.16162 validation_1-mae:6078.59473 [874] validation_0-mae:4718.29541 validation_1-mae:6079.47949 [875] validation_0-mae:4716.50684 validation_1-mae:6078.38867 [876] validation_0-mae:4714.20264 validation_1-mae:6078.12793 [877] validation_0-mae:4712.65332 validation_1-mae:6077.77832 [878] validation_0-mae:4710.88330 validation_1-mae:6077.72656 [879] validation_0-mae:4708.98682 validation_1-mae:6077.27051 [880] validation_0-mae:4708.22949 validation_1-mae:6076.87939 [881] validation_0-mae:4706.54590 validation_1-mae:6075.81689 [882] validation_0-mae:4705.14844 validation_1-mae:6075.71143 [883] validation_0-mae:4704.55859 validation_1-mae:6075.44873 [884] validation_0-mae:4703.51221 validation_1-mae:6075.39355 [885] validation_0-mae:4701.42285 validation_1-mae:6075.28076 [886] validation_0-mae:4700.29834 validation_1-mae:6075.09424 [887] validation_0-mae:4698.64893 validation_1-mae:6074.95654 [888] validation_0-mae:4696.56885 validation_1-mae:6075.41846 [889] validation_0-mae:4695.25928 validation_1-mae:6075.96094 [890] validation_0-mae:4693.73535 validation_1-mae:6076.12647 [891] validation_0-mae:4691.89941 validation_1-mae:6077.05615 [892] validation_0-mae:4690.71973 validation_1-mae:6077.24805 [893] validation_0-mae:4689.28369 validation_1-mae:6076.94434 [894] validation_0-mae:4687.55762 validation_1-mae:6076.76123 [895] validation_0-mae:4686.79150 validation_1-mae:6076.64014 [896] validation_0-mae:4685.82715 validation_1-mae:6076.42188 [897] validation_0-mae:4684.81494 validation_1-mae:6076.85156 [898] validation_0-mae:4683.61035 validation_1-mae:6076.47461 [899] validation_0-mae:4682.99756 validation_1-mae:6076.39697 [900] validation_0-mae:4682.80029 validation_1-mae:6076.49512 [901] validation_0-mae:4681.37109 validation_1-mae:6076.56982 [902] validation_0-mae:4679.33350 validation_1-mae:6076.95020 [903] validation_0-mae:4677.32129 validation_1-mae:6075.49414 [904] validation_0-mae:4676.67627 validation_1-mae:6075.33838 [905] validation_0-mae:4674.94482 validation_1-mae:6075.61230 [906] validation_0-mae:4673.46826 validation_1-mae:6076.29980 [907] validation_0-mae:4671.72510 validation_1-mae:6076.07910 [908] validation_0-mae:4670.48340 validation_1-mae:6075.75879 [909] validation_0-mae:4669.88672 validation_1-mae:6075.40137 [910] validation_0-mae:4667.74853 validation_1-mae:6075.03662 [911] validation_0-mae:4666.81689 validation_1-mae:6074.75244 [912] validation_0-mae:4665.03809 validation_1-mae:6074.09082 [913] validation_0-mae:4664.95654 validation_1-mae:6074.11572 [914] validation_0-mae:4664.92773 validation_1-mae:6074.15820 [915] validation_0-mae:4664.25586 validation_1-mae:6073.63184 [916] validation_0-mae:4663.88770 validation_1-mae:6073.48389 [917] validation_0-mae:4663.06299 validation_1-mae:6073.73486 [918] validation_0-mae:4662.15723 validation_1-mae:6073.69824 [919] validation_0-mae:4660.83691 validation_1-mae:6073.38379 [920] validation_0-mae:4660.40820 validation_1-mae:6073.12305 [921] validation_0-mae:4657.99268 validation_1-mae:6072.40576 [922] validation_0-mae:4655.80518 validation_1-mae:6070.90723 [923] validation_0-mae:4654.13135 validation_1-mae:6070.47949 [924] validation_0-mae:4652.83057 validation_1-mae:6071.00879 [925] validation_0-mae:4651.84033 validation_1-mae:6071.25000 [926] validation_0-mae:4649.96094 validation_1-mae:6070.83203 [927] validation_0-mae:4649.26611 validation_1-mae:6070.89502 [928] validation_0-mae:4647.71826 validation_1-mae:6070.48779 [929] validation_0-mae:4646.29053 validation_1-mae:6070.78662 [930] validation_0-mae:4645.27930 validation_1-mae:6071.20557 [931] validation_0-mae:4644.17480 validation_1-mae:6070.95996 [932] validation_0-mae:4643.68066 validation_1-mae:6071.04736 [933] validation_0-mae:4643.32178 validation_1-mae:6070.74609 [934] validation_0-mae:4642.10352 validation_1-mae:6070.66602 [935] validation_0-mae:4641.66113 validation_1-mae:6070.32764 [936] validation_0-mae:4640.67041 validation_1-mae:6071.03955 [937] validation_0-mae:4639.75684 validation_1-mae:6070.92529 [938] validation_0-mae:4637.38867 validation_1-mae:6070.80811 [939] validation_0-mae:4636.97168 validation_1-mae:6070.22705 [940] validation_0-mae:4636.21143 validation_1-mae:6069.64307 [941] validation_0-mae:4634.95605 validation_1-mae:6070.04004 [942] validation_0-mae:4634.07324 validation_1-mae:6069.79004 [943] validation_0-mae:4632.60400 validation_1-mae:6069.25977 [944] validation_0-mae:4632.32227 validation_1-mae:6069.26953 [945] validation_0-mae:4630.49365 validation_1-mae:6068.98340 [946] validation_0-mae:4629.05859 validation_1-mae:6068.23291 [947] validation_0-mae:4627.20996 validation_1-mae:6068.03027 [948] validation_0-mae:4625.78125 validation_1-mae:6067.78125 [949] validation_0-mae:4624.75830 validation_1-mae:6067.85254 [950] validation_0-mae:4623.00537 validation_1-mae:6067.35889 [951] validation_0-mae:4621.25195 validation_1-mae:6067.11572 [952] validation_0-mae:4621.04736 validation_1-mae:6067.13574 [953] validation_0-mae:4619.86426 validation_1-mae:6067.50342 [954] validation_0-mae:4618.41943 validation_1-mae:6067.09814 [955] validation_0-mae:4617.38965 validation_1-mae:6067.23145 [956] validation_0-mae:4615.62891 validation_1-mae:6066.80811 [957] validation_0-mae:4614.87402 validation_1-mae:6066.72900 [958] validation_0-mae:4613.53076 validation_1-mae:6066.64453 [959] validation_0-mae:4611.97607 validation_1-mae:6066.07861 [960] validation_0-mae:4611.02539 validation_1-mae:6066.26904 [961] validation_0-mae:4609.84326 validation_1-mae:6065.44678 [962] validation_0-mae:4607.89062 validation_1-mae:6065.55762 [963] validation_0-mae:4605.45020 validation_1-mae:6065.54297 [964] validation_0-mae:4604.05615 validation_1-mae:6065.63379 [965] validation_0-mae:4602.37891 validation_1-mae:6065.97119 [966] validation_0-mae:4601.08203 validation_1-mae:6066.98877 [967] validation_0-mae:4600.27295 validation_1-mae:6067.16943 [968] validation_0-mae:4598.42236 validation_1-mae:6067.41309 [969] validation_0-mae:4596.69189 validation_1-mae:6067.76855 [970] validation_0-mae:4595.14062 validation_1-mae:6067.57275 [971] validation_0-mae:4593.60693 validation_1-mae:6067.78223 [972] validation_0-mae:4592.55127 validation_1-mae:6067.96728 [973] validation_0-mae:4590.31543 validation_1-mae:6067.79248 [974] validation_0-mae:4589.52637 validation_1-mae:6067.61572 [975] validation_0-mae:4587.52100 validation_1-mae:6067.55762 [976] validation_0-mae:4587.41113 validation_1-mae:6067.46240 [977] validation_0-mae:4586.52100 validation_1-mae:6066.95020 [978] validation_0-mae:4584.88086 validation_1-mae:6066.14551 [979] validation_0-mae:4583.43945 validation_1-mae:6065.75586 [980] validation_0-mae:4582.18848 validation_1-mae:6065.23975 [981] validation_0-mae:4580.87647 validation_1-mae:6065.46777 [982] validation_0-mae:4578.99756 validation_1-mae:6065.29785 [983] validation_0-mae:4578.06689 validation_1-mae:6064.88916 [984] validation_0-mae:4577.11475 validation_1-mae:6064.74951 [985] validation_0-mae:4576.31494 validation_1-mae:6064.85059 [986] validation_0-mae:4576.11230 validation_1-mae:6064.74902 [987] validation_0-mae:4575.01807 validation_1-mae:6064.57422 [988] validation_0-mae:4574.08936 validation_1-mae:6064.54785 [989] validation_0-mae:4572.89990 validation_1-mae:6064.16846 [990] validation_0-mae:4571.59961 validation_1-mae:6063.62256 [991] validation_0-mae:4570.78906 validation_1-mae:6063.53564 [992] validation_0-mae:4569.56494 validation_1-mae:6062.97705 [993] validation_0-mae:4567.80273 validation_1-mae:6061.73975 [994] validation_0-mae:4566.00732 validation_1-mae:6061.73926 [995] validation_0-mae:4565.34082 validation_1-mae:6061.44043 [996] validation_0-mae:4564.20996 validation_1-mae:6061.91553 [997] validation_0-mae:4563.80615 validation_1-mae:6061.89648 [998] validation_0-mae:4563.41260 validation_1-mae:6061.59277 [999] validation_0-mae:4563.31103 validation_1-mae:6061.58740 [1000] validation_0-mae:4562.38965 validation_1-mae:6061.25684 [1001] validation_0-mae:4560.81836 validation_1-mae:6061.07861 [1002] validation_0-mae:4558.97022 validation_1-mae:6060.70459 [1003] validation_0-mae:4557.11865 validation_1-mae:6059.62109 [1004] validation_0-mae:4555.03369 validation_1-mae:6058.85596 [1005] validation_0-mae:4554.07324 validation_1-mae:6058.54053 [1006] validation_0-mae:4553.25244 validation_1-mae:6058.54688 [1007] validation_0-mae:4551.79443 validation_1-mae:6058.05518 [1008] validation_0-mae:4550.17871 validation_1-mae:6058.26709 [1009] validation_0-mae:4549.16602 validation_1-mae:6057.49268 [1010] validation_0-mae:4547.49023 validation_1-mae:6056.88086 [1011] validation_0-mae:4545.34326 validation_1-mae:6056.19238 [1012] validation_0-mae:4543.78174 validation_1-mae:6055.89648 [1013] validation_0-mae:4542.45264 validation_1-mae:6055.14355 [1014] validation_0-mae:4541.50977 validation_1-mae:6054.57031 [1015] validation_0-mae:4540.74463 validation_1-mae:6054.38037 [1016] validation_0-mae:4540.17725 validation_1-mae:6054.26367 [1017] validation_0-mae:4538.63330 validation_1-mae:6053.84228 [1018] validation_0-mae:4536.90137 validation_1-mae:6053.49365 [1019] validation_0-mae:4535.83740 validation_1-mae:6053.18848 [1020] validation_0-mae:4534.93018 validation_1-mae:6052.95898 [1021] validation_0-mae:4534.85400 validation_1-mae:6053.11133 [1022] validation_0-mae:4534.46240 validation_1-mae:6052.98291 [1023] validation_0-mae:4532.53857 validation_1-mae:6052.39209 [1024] validation_0-mae:4531.20654 validation_1-mae:6052.83105 [1025] validation_0-mae:4530.05420 validation_1-mae:6052.19824 [1026] validation_0-mae:4529.15381 validation_1-mae:6052.18506 [1027] validation_0-mae:4528.23340 validation_1-mae:6051.94092 [1028] validation_0-mae:4527.35986 validation_1-mae:6052.27197 [1029] validation_0-mae:4526.86279 validation_1-mae:6051.82129 [1030] validation_0-mae:4525.59668 validation_1-mae:6051.39697 [1031] validation_0-mae:4525.53955 validation_1-mae:6051.34082 [1032] validation_0-mae:4524.76953 validation_1-mae:6051.22754 [1033] validation_0-mae:4523.40039 validation_1-mae:6050.86328 [1034] validation_0-mae:4522.10400 validation_1-mae:6050.94482 [1035] validation_0-mae:4521.40430 validation_1-mae:6050.51514 [1036] validation_0-mae:4520.37158 validation_1-mae:6050.56543 [1037] validation_0-mae:4517.92871 validation_1-mae:6050.28272 [1038] validation_0-mae:4516.73047 validation_1-mae:6049.90088 [1039] validation_0-mae:4515.13916 validation_1-mae:6049.91064 [1040] validation_0-mae:4514.13623 validation_1-mae:6050.23828 [1041] validation_0-mae:4512.86914 validation_1-mae:6050.01416 [1042] validation_0-mae:4511.50586 validation_1-mae:6050.09131 [1043] validation_0-mae:4511.07080 validation_1-mae:6050.13086 [1044] validation_0-mae:4509.08643 validation_1-mae:6049.68262 [1045] validation_0-mae:4508.02246 validation_1-mae:6049.43359 [1046] validation_0-mae:4506.27930 validation_1-mae:6049.85303 [1047] validation_0-mae:4505.78272 validation_1-mae:6049.63477 [1048] validation_0-mae:4504.21680 validation_1-mae:6049.50488 [1049] validation_0-mae:4503.38916 validation_1-mae:6049.49414 [1050] validation_0-mae:4502.60010 validation_1-mae:6049.64014 [1051] validation_0-mae:4501.87061 validation_1-mae:6049.66064 [1052] validation_0-mae:4500.49219 validation_1-mae:6049.56299 [1053] validation_0-mae:4499.30762 validation_1-mae:6048.87842 [1054] validation_0-mae:4498.27148 validation_1-mae:6048.51611 [1055] validation_0-mae:4497.19873 validation_1-mae:6048.25928 [1056] validation_0-mae:4496.30664 validation_1-mae:6047.83545 [1057] validation_0-mae:4495.98193 validation_1-mae:6047.88525 [1058] validation_0-mae:4494.44580 validation_1-mae:6048.08740 [1059] validation_0-mae:4493.16162 validation_1-mae:6048.02148 [1060] validation_0-mae:4492.44824 validation_1-mae:6048.50586 [1061] validation_0-mae:4492.14990 validation_1-mae:6048.49561 [1062] validation_0-mae:4491.75098 validation_1-mae:6048.60352 [1063] validation_0-mae:4490.02490 validation_1-mae:6048.56445 [1064] validation_0-mae:4489.06152 validation_1-mae:6048.46582 [1065] validation_0-mae:4488.30469 validation_1-mae:6048.71143 [1066] validation_0-mae:4486.34619 validation_1-mae:6048.97852 [1067] validation_0-mae:4484.78613 validation_1-mae:6048.60156 [1068] validation_0-mae:4484.28564 validation_1-mae:6048.93311 [1069] validation_0-mae:4483.27002 validation_1-mae:6048.55176 [1070] validation_0-mae:4482.54736 validation_1-mae:6048.38428 [1071] validation_0-mae:4481.30518 validation_1-mae:6048.63330 [1072] validation_0-mae:4479.41162 validation_1-mae:6048.34082 [1073] validation_0-mae:4478.38232 validation_1-mae:6048.24707 [1074] validation_0-mae:4477.12744 validation_1-mae:6048.12305 [1075] validation_0-mae:4475.33691 validation_1-mae:6047.75684 [1076] validation_0-mae:4473.51855 validation_1-mae:6046.71973 [1077] validation_0-mae:4472.21289 validation_1-mae:6046.39795 [1078] validation_0-mae:4470.56445 validation_1-mae:6046.43262 [1079] validation_0-mae:4469.71777 validation_1-mae:6046.34570 [1080] validation_0-mae:4468.93945 validation_1-mae:6046.58789 [1081] validation_0-mae:4467.79785 validation_1-mae:6046.58398 [1082] validation_0-mae:4466.70410 validation_1-mae:6046.50537 [1083] validation_0-mae:4465.32373 validation_1-mae:6046.13574 [1084] validation_0-mae:4464.70312 validation_1-mae:6046.46631 [1085] validation_0-mae:4463.41211 validation_1-mae:6046.31397 [1086] validation_0-mae:4462.07373 validation_1-mae:6046.18066 [1087] validation_0-mae:4461.10791 validation_1-mae:6046.24512 [1088] validation_0-mae:4460.05664 validation_1-mae:6046.42188 [1089] validation_0-mae:4459.43408 validation_1-mae:6046.44141 [1090] validation_0-mae:4457.85791 validation_1-mae:6047.01855 [1091] validation_0-mae:4456.60254 validation_1-mae:6046.82861 [1092] validation_0-mae:4455.50342 validation_1-mae:6046.14014 [1093] validation_0-mae:4454.68701 validation_1-mae:6045.97559 [1094] validation_0-mae:4453.81934 validation_1-mae:6045.97070 [1095] validation_0-mae:4452.49561 validation_1-mae:6045.81543 [1096] validation_0-mae:4449.63721 validation_1-mae:6045.39893 [1097] validation_0-mae:4447.92090 validation_1-mae:6045.47852 [1098] validation_0-mae:4445.41113 validation_1-mae:6045.25781 [1099] validation_0-mae:4444.74609 validation_1-mae:6045.62256 [1100] validation_0-mae:4444.31787 validation_1-mae:6045.29053 [1101] validation_0-mae:4443.14160 validation_1-mae:6044.67871 [1102] validation_0-mae:4441.25977 validation_1-mae:6043.86523 [1103] validation_0-mae:4440.12109 validation_1-mae:6043.33740 [1104] validation_0-mae:4439.65283 validation_1-mae:6043.51807 [1105] validation_0-mae:4438.81055 validation_1-mae:6043.80615 [1106] validation_0-mae:4438.05518 validation_1-mae:6043.68213 [1107] validation_0-mae:4437.14014 validation_1-mae:6043.54932 [1108] validation_0-mae:4436.38965 validation_1-mae:6043.33984 [1109] validation_0-mae:4434.65674 validation_1-mae:6042.31103 [1110] validation_0-mae:4433.84619 validation_1-mae:6042.14014 [1111] validation_0-mae:4432.90137 validation_1-mae:6042.22949 [1112] validation_0-mae:4431.95947 validation_1-mae:6042.04492 [1113] validation_0-mae:4430.89160 validation_1-mae:6041.85352 [1114] validation_0-mae:4429.54346 validation_1-mae:6041.10205 [1115] validation_0-mae:4428.26807 validation_1-mae:6041.12793 [1116] validation_0-mae:4427.73242 validation_1-mae:6041.70117 [1117] validation_0-mae:4426.50439 validation_1-mae:6042.12598 [1118] validation_0-mae:4425.29346 validation_1-mae:6041.84375 [1119] validation_0-mae:4423.98877 validation_1-mae:6042.12256 [1120] validation_0-mae:4422.53857 validation_1-mae:6042.46045 [1121] validation_0-mae:4421.92041 validation_1-mae:6042.50342 [1122] validation_0-mae:4420.60205 validation_1-mae:6042.14697 [1123] validation_0-mae:4419.96533 validation_1-mae:6042.30762 [1124] validation_0-mae:4419.52441 validation_1-mae:6041.52197 [1125] validation_0-mae:4418.11670 validation_1-mae:6041.92725 [1126] validation_0-mae:4417.24121 validation_1-mae:6042.32129 [1127] validation_0-mae:4415.66992 validation_1-mae:6042.00586 [1128] validation_0-mae:4414.65478 validation_1-mae:6042.29541 [1129] validation_0-mae:4413.61133 validation_1-mae:6041.99512 [1130] validation_0-mae:4412.33154 validation_1-mae:6041.46777 [1131] validation_0-mae:4411.28076 validation_1-mae:6041.21680 [1132] validation_0-mae:4410.15772 validation_1-mae:6040.99902 [1133] validation_0-mae:4408.89795 validation_1-mae:6041.25244 [1134] validation_0-mae:4407.39062 validation_1-mae:6041.13379 [1135] validation_0-mae:4406.44141 validation_1-mae:6041.40186 [1136] validation_0-mae:4405.61963 validation_1-mae:6041.24463 [1137] validation_0-mae:4404.15478 validation_1-mae:6041.09131 [1138] validation_0-mae:4402.62256 validation_1-mae:6040.98291 [1139] validation_0-mae:4401.25439 validation_1-mae:6040.91260 [1140] validation_0-mae:4400.41504 validation_1-mae:6041.12402 [1141] validation_0-mae:4399.99512 validation_1-mae:6041.25293 [1142] validation_0-mae:4398.63477 validation_1-mae:6041.55127 [1143] validation_0-mae:4397.13086 validation_1-mae:6041.89697 [1144] validation_0-mae:4395.85400 validation_1-mae:6042.37842 [1145] validation_0-mae:4394.27978 validation_1-mae:6042.31738 [1146] validation_0-mae:4393.37207 validation_1-mae:6042.91895 [1147] validation_0-mae:4392.63867 validation_1-mae:6043.14111 [1148] validation_0-mae:4392.34912 validation_1-mae:6042.78857 [1149] validation_0-mae:4391.29150 validation_1-mae:6042.37695 [1150] validation_0-mae:4390.58447 validation_1-mae:6042.01416 [1151] validation_0-mae:4389.67627 validation_1-mae:6041.80371 [1152] validation_0-mae:4388.75732 validation_1-mae:6041.46973 [1153] validation_0-mae:4387.91260 validation_1-mae:6041.77002 [1154] validation_0-mae:4387.00391 validation_1-mae:6041.79639 [1155] validation_0-mae:4386.15625 validation_1-mae:6042.22217 [1156] validation_0-mae:4385.24951 validation_1-mae:6041.96240 [1157] validation_0-mae:4384.64893 validation_1-mae:6041.96240 [1158] validation_0-mae:4383.88184 validation_1-mae:6042.37451 [1159] validation_0-mae:4383.30713 validation_1-mae:6042.39990 [1160] validation_0-mae:4381.76367 validation_1-mae:6042.25195 [1161] validation_0-mae:4380.35303 validation_1-mae:6041.48584 [1162] validation_0-mae:4379.01855 validation_1-mae:6042.09766 [1163] validation_0-mae:4377.78174 validation_1-mae:6042.07910 [1164] validation_0-mae:4376.72363 validation_1-mae:6042.71680 [1165] validation_0-mae:4374.63867 validation_1-mae:6042.20947 [1166] validation_0-mae:4373.61182 validation_1-mae:6042.35498 [1167] validation_0-mae:4372.34277 validation_1-mae:6041.71387 [1168] validation_0-mae:4371.04297 validation_1-mae:6040.98779 [1169] validation_0-mae:4369.66748 validation_1-mae:6040.02734 [1170] validation_0-mae:4368.42676 validation_1-mae:6039.70020 [1171] validation_0-mae:4367.68262 validation_1-mae:6039.54785 [1172] validation_0-mae:4366.32715 validation_1-mae:6039.43701 [1173] validation_0-mae:4365.97852 validation_1-mae:6039.04639 [1174] validation_0-mae:4364.96240 validation_1-mae:6038.90137 [1175] validation_0-mae:4363.61035 validation_1-mae:6038.28418 [1176] validation_0-mae:4362.87109 validation_1-mae:6038.17871 [1177] validation_0-mae:4361.45068 validation_1-mae:6038.36230 [1178] validation_0-mae:4359.98193 validation_1-mae:6038.37988 [1179] validation_0-mae:4358.28418 validation_1-mae:6038.28223 [1180] validation_0-mae:4356.43603 validation_1-mae:6038.73975 [1181] validation_0-mae:4355.28125 validation_1-mae:6038.87842 [1182] validation_0-mae:4354.51318 validation_1-mae:6038.56397 [1183] validation_0-mae:4353.55518 validation_1-mae:6038.48486 [1184] validation_0-mae:4352.83740 validation_1-mae:6038.28564 [1185] validation_0-mae:4352.07422 validation_1-mae:6038.24170 [1186] validation_0-mae:4351.56201 validation_1-mae:6038.46875 [1187] validation_0-mae:4350.15186 validation_1-mae:6038.29053 [1188] validation_0-mae:4350.01904 validation_1-mae:6038.41895 [1189] validation_0-mae:4349.51172 validation_1-mae:6038.19775 [1190] validation_0-mae:4348.77002 validation_1-mae:6038.41357 [1191] validation_0-mae:4347.87647 validation_1-mae:6038.21338 [1192] validation_0-mae:4347.57373 validation_1-mae:6037.99951 [1193] validation_0-mae:4347.06592 validation_1-mae:6037.83350 [1194] validation_0-mae:4346.21826 validation_1-mae:6037.83691 [1195] validation_0-mae:4345.96973 validation_1-mae:6037.91699 [1196] validation_0-mae:4344.71728 validation_1-mae:6037.60156 [1197] validation_0-mae:4344.48340 validation_1-mae:6037.54150 [1198] validation_0-mae:4342.53613 validation_1-mae:6037.41797 [1199] validation_0-mae:4341.46045 validation_1-mae:6037.58789 [1200] validation_0-mae:4340.42188 validation_1-mae:6037.96826 [1201] validation_0-mae:4339.24512 validation_1-mae:6037.55322 [1202] validation_0-mae:4338.69043 validation_1-mae:6037.47412 [1203] validation_0-mae:4338.13184 validation_1-mae:6037.69531 [1204] validation_0-mae:4337.16650 validation_1-mae:6037.70068 [1205] validation_0-mae:4336.15430 validation_1-mae:6037.94531 [1206] validation_0-mae:4335.71680 validation_1-mae:6038.16455 [1207] validation_0-mae:4334.20020 validation_1-mae:6037.66797 [1208] validation_0-mae:4333.55664 validation_1-mae:6037.57227 [1209] validation_0-mae:4331.46191 validation_1-mae:6037.08105 [1210] validation_0-mae:4330.18311 validation_1-mae:6037.21631 [1211] validation_0-mae:4329.01904 validation_1-mae:6037.56299 [1212] validation_0-mae:4327.82129 validation_1-mae:6037.93603 [1213] validation_0-mae:4326.70459 validation_1-mae:6037.93701 [1214] validation_0-mae:4325.81689 validation_1-mae:6038.36719 [1215] validation_0-mae:4324.95117 validation_1-mae:6038.05371 [1216] validation_0-mae:4323.50684 validation_1-mae:6037.82617 [1217] validation_0-mae:4322.80762 validation_1-mae:6037.97266 [1218] validation_0-mae:4321.23633 validation_1-mae:6037.56299 [1219] validation_0-mae:4320.27783 validation_1-mae:6037.68115 [1220] validation_0-mae:4319.05713 validation_1-mae:6036.87451 [1221] validation_0-mae:4317.75830 validation_1-mae:6037.21143 [1222] validation_0-mae:4316.63379 validation_1-mae:6038.04785 [1223] validation_0-mae:4315.32666 validation_1-mae:6038.30811 [1224] validation_0-mae:4313.93555 validation_1-mae:6037.92578 [1225] validation_0-mae:4312.34277 validation_1-mae:6037.38135 [1226] validation_0-mae:4310.96924 validation_1-mae:6037.53369 [1227] validation_0-mae:4309.44189 validation_1-mae:6036.78418 [1228] validation_0-mae:4308.14600 validation_1-mae:6037.02490 [1229] validation_0-mae:4307.27832 validation_1-mae:6036.67090 [1230] validation_0-mae:4305.89893 validation_1-mae:6036.85645 [1231] validation_0-mae:4304.76611 validation_1-mae:6037.00391 [1232] validation_0-mae:4303.61475 validation_1-mae:6036.94531 [1233] validation_0-mae:4302.69482 validation_1-mae:6036.64404 [1234] validation_0-mae:4301.58252 validation_1-mae:6036.96484 [1235] validation_0-mae:4300.74805 validation_1-mae:6036.72998 [1236] validation_0-mae:4300.12451 validation_1-mae:6036.62647 [1237] validation_0-mae:4298.86816 validation_1-mae:6037.42383 [1238] validation_0-mae:4297.65137 validation_1-mae:6037.65527 [1239] validation_0-mae:4297.19189 validation_1-mae:6037.88037 [1240] validation_0-mae:4296.18945 validation_1-mae:6037.95898 [1241] validation_0-mae:4295.49170 validation_1-mae:6038.09473 [1242] validation_0-mae:4294.97852 validation_1-mae:6038.32129 [1243] validation_0-mae:4293.98438 validation_1-mae:6038.83203 [1244] validation_0-mae:4293.24561 validation_1-mae:6038.69482 [1245] validation_0-mae:4292.51318 validation_1-mae:6038.56397 [1246] validation_0-mae:4291.99561 validation_1-mae:6038.25195 [1247] validation_0-mae:4291.93897 validation_1-mae:6038.27686 [1248] validation_0-mae:4291.55762 validation_1-mae:6038.18555 [1249] validation_0-mae:4290.37500 validation_1-mae:6037.59717 [1250] validation_0-mae:4289.25195 validation_1-mae:6037.23291 [1251] validation_0-mae:4288.30859 validation_1-mae:6037.31006 [1252] validation_0-mae:4287.09473 validation_1-mae:6037.13867 [1253] validation_0-mae:4285.92188 validation_1-mae:6036.53369 [1254] validation_0-mae:4285.12598 validation_1-mae:6036.96338 [1255] validation_0-mae:4284.52051 validation_1-mae:6036.82080 [1256] validation_0-mae:4283.16797 validation_1-mae:6036.53418 [1257] validation_0-mae:4281.61230 validation_1-mae:6036.61670 [1258] validation_0-mae:4280.99023 validation_1-mae:6036.58203 [1259] validation_0-mae:4280.27393 validation_1-mae:6036.99805 [1260] validation_0-mae:4278.46484 validation_1-mae:6035.96777 [1261] validation_0-mae:4277.91113 validation_1-mae:6035.82080 [1262] validation_0-mae:4276.46289 validation_1-mae:6036.02686 [1263] validation_0-mae:4276.23926 validation_1-mae:6036.01416 [1264] validation_0-mae:4275.60986 validation_1-mae:6035.71143 [1265] validation_0-mae:4274.12793 validation_1-mae:6035.49121 [1266] validation_0-mae:4272.93359 validation_1-mae:6035.54395 [1267] validation_0-mae:4272.13330 validation_1-mae:6035.33838 [1268] validation_0-mae:4270.39111 validation_1-mae:6035.65039 [1269] validation_0-mae:4270.02978 validation_1-mae:6035.48682 [1270] validation_0-mae:4269.32715 validation_1-mae:6035.71533 [1271] validation_0-mae:4268.42334 validation_1-mae:6035.56543 [1272] validation_0-mae:4268.23438 validation_1-mae:6035.51562 [1273] validation_0-mae:4266.93897 validation_1-mae:6035.52978 [1274] validation_0-mae:4265.86279 validation_1-mae:6035.45947 [1275] validation_0-mae:4264.17383 validation_1-mae:6035.54297 [1276] validation_0-mae:4263.39160 validation_1-mae:6036.09473 [1277] validation_0-mae:4263.34082 validation_1-mae:6036.04492 [1278] validation_0-mae:4262.70459 validation_1-mae:6036.14648 [1279] validation_0-mae:4262.05273 validation_1-mae:6036.35693 [1280] validation_0-mae:4260.23779 validation_1-mae:6036.99805 [1281] validation_0-mae:4259.01172 validation_1-mae:6036.65332 [1282] validation_0-mae:4257.26416 validation_1-mae:6037.13281 [1283] validation_0-mae:4256.21875 validation_1-mae:6037.39990 [1284] validation_0-mae:4254.94043 validation_1-mae:6037.49707 [1285] validation_0-mae:4253.65039 validation_1-mae:6037.34277 [1286] validation_0-mae:4252.29102 validation_1-mae:6037.62353 [1287] validation_0-mae:4251.33984 validation_1-mae:6037.90674 [1288] validation_0-mae:4250.27832 validation_1-mae:6038.20166 [1289] validation_0-mae:4249.08154 validation_1-mae:6037.24512 [1290] validation_0-mae:4248.56348 validation_1-mae:6037.30371 [1291] validation_0-mae:4247.24561 validation_1-mae:6037.62451 [1292] validation_0-mae:4245.97412 validation_1-mae:6037.95898 [1293] validation_0-mae:4244.67578 validation_1-mae:6037.89941 [1294] validation_0-mae:4243.18994 validation_1-mae:6037.73486 [1295] validation_0-mae:4241.75781 validation_1-mae:6037.09570 [1296] validation_0-mae:4240.38770 validation_1-mae:6037.06201 [1297] validation_0-mae:4239.58740 validation_1-mae:6037.23730 [1298] validation_0-mae:4238.27295 validation_1-mae:6036.43799 [1299] validation_0-mae:4237.43408 validation_1-mae:6036.72168 [1300] validation_0-mae:4235.64502 validation_1-mae:6036.63086 [1301] validation_0-mae:4234.91309 validation_1-mae:6036.38379 [1302] validation_0-mae:4233.80615 validation_1-mae:6036.10059 [1303] validation_0-mae:4233.04102 validation_1-mae:6036.03516 [1304] validation_0-mae:4232.25391 validation_1-mae:6036.19336 [1305] validation_0-mae:4231.63281 validation_1-mae:6036.69141 [1306] validation_0-mae:4230.76855 validation_1-mae:6037.17725 [1307] validation_0-mae:4229.67676 validation_1-mae:6036.64014 [1308] validation_0-mae:4228.63721 validation_1-mae:6036.85156 [1309] validation_0-mae:4227.60596 validation_1-mae:6036.68799 [1310] validation_0-mae:4226.98975 validation_1-mae:6036.71533 [1311] validation_0-mae:4226.02051 validation_1-mae:6036.97607 [1312] validation_0-mae:4224.87207 validation_1-mae:6036.77246 [1313] validation_0-mae:4223.66357 validation_1-mae:6036.87158 [1314] validation_0-mae:4222.46826 validation_1-mae:6037.32422 [1315] validation_0-mae:4221.12207 validation_1-mae:6038.00244 [1316] validation_0-mae:4220.30615 validation_1-mae:6037.99756 [1317] validation_0-mae:4219.32617 validation_1-mae:6038.40381 [1318] validation_0-mae:4218.44238 validation_1-mae:6038.30176 [1319] validation_0-mae:4217.27588 validation_1-mae:6037.98779 [1320] validation_0-mae:4215.90820 validation_1-mae:6038.22266 [1321] validation_0-mae:4215.09375 validation_1-mae:6038.24170 [1322] validation_0-mae:4214.01514 validation_1-mae:6038.46533 [1323] validation_0-mae:4212.52490 validation_1-mae:6037.66748 [1324] validation_0-mae:4212.14111 validation_1-mae:6037.80371 [1325] validation_0-mae:4210.79834 validation_1-mae:6037.98096 [1326] validation_0-mae:4209.98535 validation_1-mae:6037.51172 [1327] validation_0-mae:4209.97412 validation_1-mae:6037.51758 [1328] validation_0-mae:4208.08691 validation_1-mae:6037.10645 [1329] validation_0-mae:4207.04834 validation_1-mae:6036.62451 [1330] validation_0-mae:4206.67627 validation_1-mae:6036.44189 [1331] validation_0-mae:4206.47070 validation_1-mae:6036.36426 [1332] validation_0-mae:4205.49609 validation_1-mae:6036.03564 [1333] validation_0-mae:4204.71240 validation_1-mae:6036.37647 [1334] validation_0-mae:4204.41797 validation_1-mae:6036.20996 [1335] validation_0-mae:4203.50830 validation_1-mae:6036.35742 [1336] validation_0-mae:4202.59717 validation_1-mae:6036.30469 [1337] validation_0-mae:4201.67480 validation_1-mae:6036.29297 [1338] validation_0-mae:4201.01367 validation_1-mae:6036.13818 [1339] validation_0-mae:4200.08643 validation_1-mae:6036.37939 [1340] validation_0-mae:4198.96191 validation_1-mae:6036.48633 [1341] validation_0-mae:4198.00537 validation_1-mae:6036.11572 [1342] validation_0-mae:4197.06348 validation_1-mae:6036.17529 [1343] validation_0-mae:4195.86377 validation_1-mae:6036.82666 [1344] validation_0-mae:4194.65186 validation_1-mae:6036.12988 [1345] validation_0-mae:4193.45215 validation_1-mae:6035.92920 [1346] validation_0-mae:4192.58984 validation_1-mae:6035.64502 [1347] validation_0-mae:4191.74170 validation_1-mae:6035.75098 [1348] validation_0-mae:4191.21973 validation_1-mae:6035.79199 [1349] validation_0-mae:4190.84522 validation_1-mae:6035.81885 [1350] validation_0-mae:4190.08398 validation_1-mae:6036.12793 [1351] validation_0-mae:4189.48438 validation_1-mae:6035.96191 [1352] validation_0-mae:4188.78857 validation_1-mae:6036.20068 [1353] validation_0-mae:4187.29688 validation_1-mae:6036.16357 [1354] validation_0-mae:4186.41260 validation_1-mae:6035.82520 [1355] validation_0-mae:4184.87842 validation_1-mae:6035.36084 [1356] validation_0-mae:4183.97754 validation_1-mae:6035.25977 [1357] validation_0-mae:4182.90478 validation_1-mae:6035.12842 [1358] validation_0-mae:4181.69482 validation_1-mae:6035.02002 [1359] validation_0-mae:4180.34033 validation_1-mae:6035.25635 [1360] validation_0-mae:4179.36230 validation_1-mae:6034.50098 [1361] validation_0-mae:4178.32178 validation_1-mae:6034.69238 [1362] validation_0-mae:4177.32666 validation_1-mae:6034.44727 [1363] validation_0-mae:4176.20264 validation_1-mae:6035.34180 [1364] validation_0-mae:4174.80908 validation_1-mae:6035.98096 [1365] validation_0-mae:4174.08984 validation_1-mae:6036.25147 [1366] validation_0-mae:4173.56299 validation_1-mae:6036.70459 [1367] validation_0-mae:4172.53809 validation_1-mae:6037.52978 [1368] validation_0-mae:4171.14648 validation_1-mae:6037.16699 [1369] validation_0-mae:4170.28027 validation_1-mae:6037.67578 [1370] validation_0-mae:4169.83398 validation_1-mae:6037.61621 [1371] validation_0-mae:4169.20557 validation_1-mae:6037.39941 [1372] validation_0-mae:4168.83691 validation_1-mae:6037.26123 [1373] validation_0-mae:4168.21875 validation_1-mae:6037.34424 [1374] validation_0-mae:4167.68945 validation_1-mae:6037.42285 [1375] validation_0-mae:4167.58105 validation_1-mae:6037.58350 [1376] validation_0-mae:4167.39160 validation_1-mae:6037.72998 [1377] validation_0-mae:4166.88770 validation_1-mae:6037.96826 [1378] validation_0-mae:4166.73096 validation_1-mae:6037.98633 [1379] validation_0-mae:4166.63721 validation_1-mae:6037.99609 [1380] validation_0-mae:4165.83398 validation_1-mae:6038.29492 [1381] validation_0-mae:4165.03613 validation_1-mae:6038.86523 [1382] validation_0-mae:4164.20117 validation_1-mae:6038.90234 [1383] validation_0-mae:4163.61865 validation_1-mae:6039.03223 [1384] validation_0-mae:4163.38037 validation_1-mae:6039.24853 [1385] validation_0-mae:4162.70312 validation_1-mae:6039.40088 [1386] validation_0-mae:4161.66309 validation_1-mae:6038.94873 [1387] validation_0-mae:4160.81885 validation_1-mae:6038.92285 [1388] validation_0-mae:4160.40918 validation_1-mae:6038.98584 [1389] validation_0-mae:4159.76855 validation_1-mae:6039.58691 [1390] validation_0-mae:4158.37988 validation_1-mae:6039.24365 [1391] validation_0-mae:4158.23633 validation_1-mae:6039.40869 [1392] validation_0-mae:4157.16553 validation_1-mae:6039.63721 [1393] validation_0-mae:4156.33008 validation_1-mae:6039.60547 [1394] validation_0-mae:4156.28711 validation_1-mae:6039.59863 [1395] validation_0-mae:4155.90186 validation_1-mae:6039.79639 [1396] validation_0-mae:4155.04785 validation_1-mae:6039.61621 [1397] validation_0-mae:4154.04736 validation_1-mae:6040.03857 [1398] validation_0-mae:4153.41553 validation_1-mae:6040.53174 [1399] validation_0-mae:4152.74463 validation_1-mae:6040.47119 [1400] validation_0-mae:4152.05762 validation_1-mae:6040.36865 [1401] validation_0-mae:4150.74561 validation_1-mae:6040.01953 [1402] validation_0-mae:4149.79053 validation_1-mae:6039.94678 [1403] validation_0-mae:4148.88037 validation_1-mae:6039.88721 [1404] validation_0-mae:4147.51904 validation_1-mae:6039.66602 [1405] validation_0-mae:4146.22168 validation_1-mae:6039.53662 [1406] validation_0-mae:4144.62061 validation_1-mae:6040.16553 [1407] validation_0-mae:4143.76855 validation_1-mae:6040.56006 [1408] validation_0-mae:4142.58203 validation_1-mae:6040.58594 [1409] validation_0-mae:4141.44775 validation_1-mae:6041.03272 [1410] validation_0-mae:4140.37012 validation_1-mae:6041.42041 [1411] validation_0-mae:4139.39502 validation_1-mae:6041.61523 [1412] validation_0-mae:4138.29346 validation_1-mae:6041.22461 [1413] validation_0-mae:4136.98145 validation_1-mae:6041.77588 [1414] validation_0-mae:4136.39941 validation_1-mae:6041.52783 [1415] validation_0-mae:4135.59326 validation_1-mae:6041.35645 [1416] validation_0-mae:4134.81641 validation_1-mae:6041.40137 [1417] validation_0-mae:4133.91846 validation_1-mae:6041.38818 [1418] validation_0-mae:4133.66553 validation_1-mae:6041.54541 [1419] validation_0-mae:4133.45312 validation_1-mae:6041.49707 [1420] validation_0-mae:4133.28662 validation_1-mae:6041.59668 [1421] validation_0-mae:4132.12598 validation_1-mae:6041.47510 [1422] validation_0-mae:4131.17773 validation_1-mae:6041.46924 [1423] validation_0-mae:4129.82471 validation_1-mae:6041.91260 [1424] validation_0-mae:4129.77539 validation_1-mae:6041.93555 [1425] validation_0-mae:4129.12109 validation_1-mae:6042.31738 [1426] validation_0-mae:4129.06299 validation_1-mae:6042.26855 [1427] validation_0-mae:4127.75244 validation_1-mae:6042.43897 [1428] validation_0-mae:4126.72803 validation_1-mae:6042.70703 [1429] validation_0-mae:4126.04834 validation_1-mae:6042.58447 [1430] validation_0-mae:4125.21826 validation_1-mae:6042.34326 [1431] validation_0-mae:4124.79639 validation_1-mae:6042.55469 [1432] validation_0-mae:4123.93262 validation_1-mae:6042.48633 [1433] validation_0-mae:4123.03955 validation_1-mae:6042.34814 [1434] validation_0-mae:4122.55225 validation_1-mae:6042.22559 [1435] validation_0-mae:4121.78711 validation_1-mae:6042.17627 [1436] validation_0-mae:4121.68262 validation_1-mae:6042.14209 [1437] validation_0-mae:4120.79834 validation_1-mae:6041.66113 [1438] validation_0-mae:4119.95459 validation_1-mae:6041.81152 [1439] validation_0-mae:4118.68066 validation_1-mae:6042.03272 [1440] validation_0-mae:4117.26123 validation_1-mae:6042.04785 [1441] validation_0-mae:4116.01904 validation_1-mae:6041.75586 [1442] validation_0-mae:4114.12012 validation_1-mae:6041.59619 [1443] validation_0-mae:4113.44971 validation_1-mae:6042.00488 [1444] validation_0-mae:4112.66309 validation_1-mae:6042.18408 [1445] validation_0-mae:4111.62158 validation_1-mae:6042.08984 [1446] validation_0-mae:4110.32861 validation_1-mae:6042.25391 [1447] validation_0-mae:4109.29785 validation_1-mae:6042.23291 [1448] validation_0-mae:4108.51416 validation_1-mae:6042.01611 [1449] validation_0-mae:4107.70068 validation_1-mae:6041.89746 [1450] validation_0-mae:4106.90283 validation_1-mae:6041.56055 [1451] validation_0-mae:4106.29883 validation_1-mae:6041.73975 [1452] validation_0-mae:4105.88916 validation_1-mae:6041.78027 [1453] validation_0-mae:4104.24268 validation_1-mae:6041.65478 [1454] validation_0-mae:4103.23340 validation_1-mae:6041.45264 [1455] validation_0-mae:4102.49658 validation_1-mae:6041.54443 [1456] validation_0-mae:4101.80469 validation_1-mae:6041.48389 [1457] validation_0-mae:4100.82031 validation_1-mae:6041.40918 [1458] validation_0-mae:4100.03564 validation_1-mae:6041.18945 [1459] validation_0-mae:4098.71484 validation_1-mae:6040.27197 [1460] validation_0-mae:4097.99268 validation_1-mae:6040.70898 [1461] validation_0-mae:4097.09863 validation_1-mae:6041.14355 [1462] validation_0-mae:4096.50195 validation_1-mae:6041.20996 [1463] validation_0-mae:4096.01123 validation_1-mae:6041.23193 [1464] validation_0-mae:4095.16187 validation_1-mae:6041.30566 [1465] validation_0-mae:4094.10474 validation_1-mae:6042.35498 [1466] validation_0-mae:4092.92944 validation_1-mae:6042.41943 [1467] validation_0-mae:4092.45190 validation_1-mae:6042.58350 [1468] validation_0-mae:4091.62061 validation_1-mae:6042.67725 [1469] validation_0-mae:4090.69360 validation_1-mae:6042.68359 [1470] validation_0-mae:4090.52661 validation_1-mae:6042.56103 [1471] validation_0-mae:4090.17529 validation_1-mae:6042.37842 [1472] validation_0-mae:4089.75488 validation_1-mae:6042.58252 [1473] validation_0-mae:4088.75488 validation_1-mae:6042.59082 [1474] validation_0-mae:4088.20435 validation_1-mae:6042.26123 [1475] validation_0-mae:4087.73047 validation_1-mae:6042.02978 [1476] validation_0-mae:4087.27759 validation_1-mae:6042.31641 [1477] validation_0-mae:4086.24609 validation_1-mae:6042.14209 [1478] validation_0-mae:4085.89893 validation_1-mae:6041.98682 [1479] validation_0-mae:4084.64209 validation_1-mae:6041.87842 [1480] validation_0-mae:4084.31055 validation_1-mae:6041.71191 [1481] validation_0-mae:4083.57910 validation_1-mae:6041.83008 [1482] validation_0-mae:4082.79028 validation_1-mae:6042.07959 [1483] validation_0-mae:4082.01318 validation_1-mae:6042.54395 [1484] validation_0-mae:4081.97095 validation_1-mae:6042.52197 [1485] validation_0-mae:4081.77270 validation_1-mae:6042.65820 [1486] validation_0-mae:4081.19116 validation_1-mae:6042.48242 [1487] validation_0-mae:4080.42017 validation_1-mae:6042.45215 [1488] validation_0-mae:4079.35230 validation_1-mae:6042.32178 [1489] validation_0-mae:4078.36084 validation_1-mae:6042.51709 [1490] validation_0-mae:4077.73828 validation_1-mae:6042.75928 [1491] validation_0-mae:4076.65088 validation_1-mae:6042.94434 [1492] validation_0-mae:4075.84595 validation_1-mae:6043.02197 [1493] validation_0-mae:4074.49268 validation_1-mae:6042.78125 [1494] validation_0-mae:4073.92725 validation_1-mae:6042.76465 [1495] validation_0-mae:4072.52856 validation_1-mae:6042.59522 [1496] validation_0-mae:4071.75830 validation_1-mae:6042.97998 [1497] validation_0-mae:4071.08838 validation_1-mae:6042.96240 [1498] validation_0-mae:4070.74878 validation_1-mae:6042.96924 [1499] validation_0-mae:4069.81152 validation_1-mae:6042.89062 [1500] validation_0-mae:4068.77832 validation_1-mae:6042.51465 [1501] validation_0-mae:4068.17627 validation_1-mae:6042.50147 [1502] validation_0-mae:4066.57373 validation_1-mae:6041.97705 [1503] validation_0-mae:4065.25415 validation_1-mae:6041.99268 [1504] validation_0-mae:4064.27075 validation_1-mae:6041.79785 [1505] validation_0-mae:4062.85278 validation_1-mae:6041.45117 [1506] validation_0-mae:4061.74756 validation_1-mae:6041.15967 [1507] validation_0-mae:4060.83496 validation_1-mae:6041.24170 [1508] validation_0-mae:4059.80273 validation_1-mae:6040.74561 [1509] validation_0-mae:4058.36279 validation_1-mae:6040.33203 [1510] validation_0-mae:4057.35815 validation_1-mae:6040.19580 [1511] validation_0-mae:4056.90015 validation_1-mae:6040.52881 [1512] validation_0-mae:4056.12646 validation_1-mae:6040.81445 [1513] validation_0-mae:4055.51489 validation_1-mae:6040.97510 [1514] validation_0-mae:4054.74243 validation_1-mae:6040.88330 [1515] validation_0-mae:4053.16577 validation_1-mae:6040.85254 [1516] validation_0-mae:4052.42432 validation_1-mae:6041.23047 [1517] validation_0-mae:4051.88623 validation_1-mae:6041.16553 [1518] validation_0-mae:4051.13232 validation_1-mae:6041.16650 [1519] validation_0-mae:4049.57080 validation_1-mae:6041.26074 [1520] validation_0-mae:4048.49097 validation_1-mae:6040.63770 [1521] validation_0-mae:4047.26294 validation_1-mae:6040.35742 [1522] validation_0-mae:4046.00293 validation_1-mae:6040.40869 [1523] validation_0-mae:4045.39526 validation_1-mae:6040.32666 [1524] validation_0-mae:4044.11938 validation_1-mae:6040.96045 [1525] validation_0-mae:4043.35522 validation_1-mae:6040.95996 [1526] validation_0-mae:4042.29321 validation_1-mae:6041.18652 [1527] validation_0-mae:4041.84448 validation_1-mae:6041.39795 [1528] validation_0-mae:4041.46118 validation_1-mae:6041.61035 [1529] validation_0-mae:4039.90210 validation_1-mae:6041.50879 [1530] validation_0-mae:4038.75146 validation_1-mae:6041.72022 [1531] validation_0-mae:4037.85742 validation_1-mae:6041.77441 [1532] validation_0-mae:4036.23315 validation_1-mae:6042.09180 [1533] validation_0-mae:4034.76318 validation_1-mae:6041.68213 [1534] validation_0-mae:4033.55444 validation_1-mae:6041.30566 [1535] validation_0-mae:4032.90063 validation_1-mae:6041.08057 [1536] validation_0-mae:4032.11816 validation_1-mae:6040.98584 [1537] validation_0-mae:4030.94189 validation_1-mae:6040.80908 [1538] validation_0-mae:4029.63965 validation_1-mae:6040.09375 [1539] validation_0-mae:4029.05786 validation_1-mae:6040.63281 [1540] validation_0-mae:4027.93848 validation_1-mae:6040.26221 [1541] validation_0-mae:4027.15137 validation_1-mae:6040.45654 [1542] validation_0-mae:4026.37720 validation_1-mae:6040.89453 [1543] validation_0-mae:4026.10596 validation_1-mae:6040.74951 [1544] validation_0-mae:4025.42627 validation_1-mae:6040.55420 [1545] validation_0-mae:4024.71436 validation_1-mae:6040.63623 [1546] validation_0-mae:4023.92358 validation_1-mae:6040.47900 [1547] validation_0-mae:4022.58667 validation_1-mae:6040.04199 [1548] validation_0-mae:4021.52319 validation_1-mae:6039.86035 [1549] validation_0-mae:4020.68701 validation_1-mae:6039.74805 [1550] validation_0-mae:4020.12646 validation_1-mae:6039.66992 [1551] validation_0-mae:4019.55029 validation_1-mae:6039.89746 [1552] validation_0-mae:4018.30640 validation_1-mae:6039.92822 [1553] validation_0-mae:4017.22290 validation_1-mae:6039.51611 [1554] validation_0-mae:4016.34644 validation_1-mae:6039.60205 [1555] validation_0-mae:4015.81006 validation_1-mae:6039.59570 [1556] validation_0-mae:4015.40161 validation_1-mae:6039.60059 [1557] validation_0-mae:4015.16919 validation_1-mae:6039.43115 [1558] validation_0-mae:4014.18750 validation_1-mae:6039.16455 [1559] validation_0-mae:4012.90039 validation_1-mae:6039.88379 [1560] validation_0-mae:4012.17651 validation_1-mae:6039.68457 [1561] validation_0-mae:4011.57300 validation_1-mae:6040.05273 [1562] validation_0-mae:4010.73144 validation_1-mae:6039.82959 [1563] validation_0-mae:4009.65234 validation_1-mae:6039.96143 [1564] validation_0-mae:4008.57739 validation_1-mae:6040.16553 [1565] validation_0-mae:4007.92481 validation_1-mae:6040.48926 [1566] validation_0-mae:4007.20654 validation_1-mae:6040.46387 [1567] validation_0-mae:4006.10400 validation_1-mae:6040.83545 [1568] validation_0-mae:4005.13989 validation_1-mae:6040.59277 [1569] validation_0-mae:4004.55493 validation_1-mae:6040.45459 [1570] validation_0-mae:4003.80322 validation_1-mae:6040.19824 [1571] validation_0-mae:4002.46313 validation_1-mae:6041.08691 [1572] validation_0-mae:4001.92798 validation_1-mae:6041.31836 [1573] validation_0-mae:4001.27930 validation_1-mae:6041.46631 [1574] validation_0-mae:4000.27832 validation_1-mae:6041.73584 [1575] validation_0-mae:3999.54907 validation_1-mae:6041.96924 [1576] validation_0-mae:3998.48486 validation_1-mae:6041.57275 [1577] validation_0-mae:3997.32349 validation_1-mae:6040.93994 [1578] validation_0-mae:3996.68530 validation_1-mae:6040.89648 [1579] validation_0-mae:3995.95874 validation_1-mae:6041.02148 [1580] validation_0-mae:3995.33594 validation_1-mae:6040.71191 [1581] validation_0-mae:3994.79102 validation_1-mae:6040.79199 [1582] validation_0-mae:3994.22827 validation_1-mae:6041.11914 [1583] validation_0-mae:3993.59839 validation_1-mae:6041.26953 [1584] validation_0-mae:3992.82861 validation_1-mae:6041.38379 [1585] validation_0-mae:3992.31812 validation_1-mae:6041.98389 [1586] validation_0-mae:3991.78760 validation_1-mae:6042.34961 [1587] validation_0-mae:3991.14697 validation_1-mae:6042.20117 [1588] validation_0-mae:3990.52563 validation_1-mae:6041.83008 [1589] validation_0-mae:3989.45190 validation_1-mae:6041.81982 [1590] validation_0-mae:3988.85571 validation_1-mae:6042.33398 [1591] validation_0-mae:3987.51733 validation_1-mae:6042.30518 [1592] validation_0-mae:3986.68555 validation_1-mae:6042.30908 [1593] validation_0-mae:3985.61157 validation_1-mae:6042.43066 [1594] validation_0-mae:3984.89575 validation_1-mae:6042.63916 [1595] validation_0-mae:3983.42944 validation_1-mae:6042.61182 [1596] validation_0-mae:3982.41553 validation_1-mae:6042.55957 [1597] validation_0-mae:3981.13110 validation_1-mae:6042.76611 [1598] validation_0-mae:3980.08496 validation_1-mae:6042.70410 [1599] validation_0-mae:3979.22119 validation_1-mae:6042.88184 [1600] validation_0-mae:3978.24512 validation_1-mae:6042.53516 [1601] validation_0-mae:3977.67773 validation_1-mae:6042.77148 [1602] validation_0-mae:3977.09033 validation_1-mae:6042.75147 [1603] validation_0-mae:3976.60181 validation_1-mae:6042.94922 [1604] validation_0-mae:3976.19946 validation_1-mae:6043.18652 [1605] validation_0-mae:3975.68164 validation_1-mae:6043.03662 [1606] validation_0-mae:3974.53589 validation_1-mae:6042.82080 [1607] validation_0-mae:3974.05347 validation_1-mae:6042.69287 [1608] validation_0-mae:3973.11206 validation_1-mae:6042.94971 [1609] validation_0-mae:3972.55078 validation_1-mae:6043.05420 [1610] validation_0-mae:3971.70019 validation_1-mae:6042.93603 [1611] validation_0-mae:3970.75855 validation_1-mae:6042.91260 [1612] validation_0-mae:3969.82373 validation_1-mae:6042.82422 [1613] validation_0-mae:3969.29810 validation_1-mae:6042.94385 [1614] validation_0-mae:3968.94824 validation_1-mae:6043.01465 [1615] validation_0-mae:3968.07788 validation_1-mae:6042.79297 [1616] validation_0-mae:3967.28394 validation_1-mae:6042.88037 [1617] validation_0-mae:3966.97314 validation_1-mae:6043.01709 [1618] validation_0-mae:3966.60889 validation_1-mae:6043.01270 [1619] validation_0-mae:3966.16553 validation_1-mae:6043.01123 [1620] validation_0-mae:3965.63306 validation_1-mae:6043.32227 [1621] validation_0-mae:3964.24390 validation_1-mae:6043.58008 [1622] validation_0-mae:3963.69360 validation_1-mae:6043.86475 [1623] validation_0-mae:3963.04907 validation_1-mae:6043.86572 [1624] validation_0-mae:3962.02051 validation_1-mae:6043.77100 [1625] validation_0-mae:3961.54102 validation_1-mae:6044.03857 [1626] validation_0-mae:3960.98291 validation_1-mae:6043.82031 [1627] validation_0-mae:3960.03394 validation_1-mae:6043.70508 [1628] validation_0-mae:3958.95361 validation_1-mae:6043.65137 [1629] validation_0-mae:3958.08325 validation_1-mae:6043.53516 [1630] validation_0-mae:3957.16626 validation_1-mae:6043.31934 [1631] validation_0-mae:3956.58374 validation_1-mae:6043.51855 [1632] validation_0-mae:3955.69092 validation_1-mae:6044.14600 [1633] validation_0-mae:3955.24707 validation_1-mae:6044.01074 [1634] validation_0-mae:3954.59033 validation_1-mae:6044.56592 [1635] validation_0-mae:3954.09692 validation_1-mae:6044.62842 [1636] validation_0-mae:3953.82642 validation_1-mae:6044.64600 [1637] validation_0-mae:3952.98999 validation_1-mae:6044.66748 [1638] validation_0-mae:3951.81152 validation_1-mae:6045.13281 [1639] validation_0-mae:3951.51001 validation_1-mae:6045.22803 [1640] validation_0-mae:3950.47070 validation_1-mae:6045.23486 [1641] validation_0-mae:3949.71631 validation_1-mae:6045.86963 [1642] validation_0-mae:3948.31445 validation_1-mae:6046.17676 [1643] validation_0-mae:3947.86523 validation_1-mae:6046.04785 [1644] validation_0-mae:3946.58179 validation_1-mae:6046.51318 [1645] validation_0-mae:3945.19336 validation_1-mae:6046.40625 [1646] validation_0-mae:3944.04126 validation_1-mae:6046.69922 [1647] validation_0-mae:3943.46387 validation_1-mae:6046.72510 [1648] validation_0-mae:3943.06543 validation_1-mae:6046.43701 [1649] validation_0-mae:3942.35400 validation_1-mae:6046.55273 [1650] validation_0-mae:3941.83301 validation_1-mae:6046.31738 [1651] validation_0-mae:3941.11035 validation_1-mae:6046.24023 [1652] validation_0-mae:3940.73853 validation_1-mae:6046.22510 [1653] validation_0-mae:3940.15405 validation_1-mae:6046.05811 [1654] validation_0-mae:3939.89697 validation_1-mae:6046.20605 [1655] validation_0-mae:3939.34229 validation_1-mae:6046.60449 [1656] validation_0-mae:3938.71680 validation_1-mae:6046.35986 [1657] validation_0-mae:3937.63501 validation_1-mae:6047.21875 [1658] validation_0-mae:3937.12085 validation_1-mae:6047.25928 [1659] validation_0-mae:3935.77881 validation_1-mae:6047.58496 [1660] validation_0-mae:3935.04834 validation_1-mae:6047.99756 [1661] validation_0-mae:3934.77100 validation_1-mae:6048.04102 [1662] validation_0-mae:3933.77588 validation_1-mae:6048.64697 [1663] validation_0-mae:3933.53857 validation_1-mae:6048.59570 [1664] validation_0-mae:3932.83691 validation_1-mae:6048.59424 [1665] validation_0-mae:3932.33984 validation_1-mae:6048.72217 [1666] validation_0-mae:3931.85791 validation_1-mae:6048.44873 [1667] validation_0-mae:3931.58887 validation_1-mae:6048.20166 [1668] validation_0-mae:3930.86914 validation_1-mae:6048.31543 [1669] validation_0-mae:3930.31592 validation_1-mae:6048.32666 [1670] validation_0-mae:3929.91919 validation_1-mae:6048.20166 [1671] validation_0-mae:3929.79712 validation_1-mae:6048.18408 [1672] validation_0-mae:3929.37427 validation_1-mae:6048.28955 [1673] validation_0-mae:3928.96704 validation_1-mae:6048.22803 [1674] validation_0-mae:3928.61719 validation_1-mae:6048.12891 [1675] validation_0-mae:3928.56958 validation_1-mae:6048.16162 [1676] validation_0-mae:3928.06958 validation_1-mae:6047.99170 [1677] validation_0-mae:3926.79346 validation_1-mae:6048.13574 [1678] validation_0-mae:3925.57715 validation_1-mae:6048.74707 [1679] validation_0-mae:3924.53906 validation_1-mae:6048.79590 [1680] validation_0-mae:3923.87744 validation_1-mae:6049.24561 [1681] validation_0-mae:3922.30688 validation_1-mae:6049.16357 [1682] validation_0-mae:3920.87451 validation_1-mae:6048.83936 [1683] validation_0-mae:3919.88428 validation_1-mae:6049.35840 [1684] validation_0-mae:3918.60010 validation_1-mae:6049.19727 [1685] validation_0-mae:3917.11987 validation_1-mae:6049.44238 [1686] validation_0-mae:3915.41748 validation_1-mae:6049.58350 [1687] validation_0-mae:3914.17407 validation_1-mae:6049.29639 [1688] validation_0-mae:3913.05444 validation_1-mae:6049.27978 [1689] validation_0-mae:3912.52515 validation_1-mae:6049.49072 [1690] validation_0-mae:3912.11108 validation_1-mae:6049.43359 [1691] validation_0-mae:3911.52173 validation_1-mae:6049.08789 [1692] validation_0-mae:3911.04517 validation_1-mae:6048.80518 [1693] validation_0-mae:3910.33179 validation_1-mae:6048.79004 [1694] validation_0-mae:3909.66455 validation_1-mae:6048.58984 [1695] validation_0-mae:3909.04736 validation_1-mae:6048.61865 [1696] validation_0-mae:3908.64014 validation_1-mae:6048.63330 [1697] validation_0-mae:3908.05713 validation_1-mae:6048.61475 [1698] validation_0-mae:3907.29150 validation_1-mae:6048.59766 [1699] validation_0-mae:3906.81982 validation_1-mae:6048.64697 Dropping: sel [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20745.88867 [4] validation_0-mae:19043.08594 validation_1-mae:18783.02148 [5] validation_0-mae:17301.18555 validation_1-mae:17050.82422 [6] validation_0-mae:15788.85156 validation_1-mae:15546.00586 [7] validation_0-mae:14475.86523 validation_1-mae:14245.83789 [8] validation_0-mae:13346.72363 validation_1-mae:13123.64844 [9] validation_0-mae:12383.51367 validation_1-mae:12163.87012 [10] validation_0-mae:11563.51367 validation_1-mae:11347.74512 [11] validation_0-mae:10874.35449 validation_1-mae:10666.29981 [12] validation_0-mae:10304.22168 validation_1-mae:10103.88086 [13] validation_0-mae:9819.80371 validation_1-mae:9623.30957 [14] validation_0-mae:9418.70606 validation_1-mae:9232.83984 [15] validation_0-mae:9084.22363 validation_1-mae:8905.41797 [16] validation_0-mae:8802.57812 validation_1-mae:8634.02246 [17] validation_0-mae:8567.55664 validation_1-mae:8408.41016 [18] validation_0-mae:8374.81055 validation_1-mae:8220.28320 [19] validation_0-mae:8212.58887 validation_1-mae:8066.61133 [20] validation_0-mae:8070.96777 validation_1-mae:7941.99561 [21] validation_0-mae:7947.68457 validation_1-mae:7833.69971 [22] validation_0-mae:7848.43018 validation_1-mae:7743.73535 [23] validation_0-mae:7764.05371 validation_1-mae:7671.50879 [24] validation_0-mae:7680.64307 validation_1-mae:7595.64209 [25] validation_0-mae:7612.70557 validation_1-mae:7539.28955 [26] validation_0-mae:7556.82568 validation_1-mae:7492.52734 [27] validation_0-mae:7497.41895 validation_1-mae:7439.73535 [28] validation_0-mae:7442.96826 validation_1-mae:7392.47119 [29] validation_0-mae:7397.47412 validation_1-mae:7351.71680 [30] validation_0-mae:7356.86572 validation_1-mae:7317.02002 [31] validation_0-mae:7327.34668 validation_1-mae:7295.52637 [32] validation_0-mae:7296.28955 validation_1-mae:7273.19629 [33] validation_0-mae:7267.05029 validation_1-mae:7252.60693 [34] validation_0-mae:7235.19531 validation_1-mae:7229.14062 [35] validation_0-mae:7214.64746 validation_1-mae:7211.72852 [36] validation_0-mae:7193.15381 validation_1-mae:7201.52881 [37] validation_0-mae:7173.04443 validation_1-mae:7191.88672 [38] validation_0-mae:7151.34424 validation_1-mae:7176.13525 [39] validation_0-mae:7127.48682 validation_1-mae:7158.97754 [40] validation_0-mae:7107.54492 validation_1-mae:7144.54346 [41] validation_0-mae:7082.81152 validation_1-mae:7124.15527 [42] validation_0-mae:7058.21191 validation_1-mae:7102.54443 [43] validation_0-mae:7040.14014 validation_1-mae:7094.78760 [44] validation_0-mae:7027.50586 validation_1-mae:7085.91064 [45] validation_0-mae:7015.21045 validation_1-mae:7077.12793 [46] validation_0-mae:6996.82275 validation_1-mae:7062.80518 [47] validation_0-mae:6981.00537 validation_1-mae:7049.39307 [48] validation_0-mae:6965.92920 validation_1-mae:7043.41309 [49] validation_0-mae:6951.86865 validation_1-mae:7036.16113 [50] validation_0-mae:6929.29492 validation_1-mae:7016.44824 [51] validation_0-mae:6916.62647 validation_1-mae:7004.43750 [52] validation_0-mae:6899.97754 validation_1-mae:6989.02978 [53] validation_0-mae:6883.08887 validation_1-mae:6975.06299 [54] validation_0-mae:6865.64844 validation_1-mae:6961.83545 [55] validation_0-mae:6851.88574 validation_1-mae:6953.42188 [56] validation_0-mae:6839.42920 validation_1-mae:6945.83447 [57] validation_0-mae:6823.34863 validation_1-mae:6931.17822 [58] validation_0-mae:6809.83887 validation_1-mae:6921.20801 [59] validation_0-mae:6798.28809 validation_1-mae:6912.03027 [60] validation_0-mae:6789.16650 validation_1-mae:6906.74609 [61] validation_0-mae:6774.84912 validation_1-mae:6896.77490 [62] validation_0-mae:6759.88379 validation_1-mae:6889.18555 [63] validation_0-mae:6749.19824 validation_1-mae:6883.48096 [64] validation_0-mae:6739.74561 validation_1-mae:6880.32031 [65] validation_0-mae:6724.33301 validation_1-mae:6865.81397 [66] validation_0-mae:6715.24072 validation_1-mae:6859.15234 [67] validation_0-mae:6702.57422 validation_1-mae:6849.35352 [68] validation_0-mae:6688.36133 validation_1-mae:6835.83984 [69] validation_0-mae:6673.98438 validation_1-mae:6823.95703 [70] validation_0-mae:6660.93213 validation_1-mae:6813.82080 [71] validation_0-mae:6651.29639 validation_1-mae:6807.64502 [72] validation_0-mae:6643.58252 validation_1-mae:6803.98926 [73] validation_0-mae:6636.11670 validation_1-mae:6798.04297 [74] validation_0-mae:6626.25391 validation_1-mae:6789.92725 [75] validation_0-mae:6614.70312 validation_1-mae:6781.59961 [76] validation_0-mae:6606.37353 validation_1-mae:6775.88135 [77] validation_0-mae:6593.62256 validation_1-mae:6767.06299 [78] validation_0-mae:6583.79053 validation_1-mae:6761.03076 [79] validation_0-mae:6574.76709 validation_1-mae:6755.87256 [80] validation_0-mae:6563.68408 validation_1-mae:6747.48340 [81] validation_0-mae:6558.06787 validation_1-mae:6743.91797 [82] validation_0-mae:6551.29590 validation_1-mae:6738.70898 [83] validation_0-mae:6544.38135 validation_1-mae:6731.95703 [84] validation_0-mae:6536.52344 validation_1-mae:6728.52734 [85] validation_0-mae:6527.68115 validation_1-mae:6722.64209 [86] validation_0-mae:6519.50781 validation_1-mae:6716.42725 [87] validation_0-mae:6510.98584 validation_1-mae:6713.48828 [88] validation_0-mae:6502.81299 validation_1-mae:6706.95752 [89] validation_0-mae:6497.96826 validation_1-mae:6705.39307 [90] validation_0-mae:6486.68018 validation_1-mae:6695.53467 [91] validation_0-mae:6476.55127 validation_1-mae:6688.97070 [92] validation_0-mae:6470.53564 validation_1-mae:6686.77881 [93] validation_0-mae:6463.46631 validation_1-mae:6681.42090 [94] validation_0-mae:6460.57080 validation_1-mae:6678.15625 [95] validation_0-mae:6453.31543 validation_1-mae:6672.44922 [96] validation_0-mae:6448.22314 validation_1-mae:6669.52978 [97] validation_0-mae:6442.83203 validation_1-mae:6666.17383 [98] validation_0-mae:6435.27295 validation_1-mae:6660.11523 [99] validation_0-mae:6430.53662 validation_1-mae:6658.85596 [100] validation_0-mae:6424.15869 validation_1-mae:6653.87207 [101] validation_0-mae:6417.62256 validation_1-mae:6649.93555 [102] validation_0-mae:6406.26172 validation_1-mae:6643.63086 [103] validation_0-mae:6399.01758 validation_1-mae:6638.52100 [104] validation_0-mae:6396.37744 validation_1-mae:6636.93506 [105] validation_0-mae:6387.53174 validation_1-mae:6629.19922 [106] validation_0-mae:6381.30518 validation_1-mae:6628.43945 [107] validation_0-mae:6375.75879 validation_1-mae:6625.54883 [108] validation_0-mae:6369.59473 validation_1-mae:6621.70898 [109] validation_0-mae:6367.00635 validation_1-mae:6620.92529 [110] validation_0-mae:6363.35938 validation_1-mae:6619.01855 [111] validation_0-mae:6359.25781 validation_1-mae:6615.60547 [112] validation_0-mae:6351.52637 validation_1-mae:6610.42432 [113] validation_0-mae:6344.06348 validation_1-mae:6604.76416 [114] validation_0-mae:6337.63477 validation_1-mae:6600.93994 [115] validation_0-mae:6334.61230 validation_1-mae:6599.86084 [116] validation_0-mae:6329.66406 validation_1-mae:6596.54639 [117] validation_0-mae:6324.74463 validation_1-mae:6594.78125 [118] validation_0-mae:6320.23486 validation_1-mae:6592.25244 [119] validation_0-mae:6316.42334 validation_1-mae:6588.97217 [120] validation_0-mae:6313.25732 validation_1-mae:6587.95703 [121] validation_0-mae:6305.56348 validation_1-mae:6582.17578 [122] validation_0-mae:6296.62842 validation_1-mae:6576.05029 [123] validation_0-mae:6290.66992 validation_1-mae:6573.61230 [124] validation_0-mae:6288.22949 validation_1-mae:6571.67578 [125] validation_0-mae:6282.91748 validation_1-mae:6569.37988 [126] validation_0-mae:6275.08984 validation_1-mae:6564.01416 [127] validation_0-mae:6268.64746 validation_1-mae:6561.25977 [128] validation_0-mae:6265.81055 validation_1-mae:6561.15430 [129] validation_0-mae:6260.60938 validation_1-mae:6558.09375 [130] validation_0-mae:6258.90381 validation_1-mae:6556.59912 [131] validation_0-mae:6252.04736 validation_1-mae:6552.51709 [132] validation_0-mae:6246.55225 validation_1-mae:6548.70361 [133] validation_0-mae:6242.53027 validation_1-mae:6547.19775 [134] validation_0-mae:6239.40869 validation_1-mae:6544.26953 [135] validation_0-mae:6234.70898 validation_1-mae:6541.07812 [136] validation_0-mae:6230.54639 validation_1-mae:6538.52734 [137] validation_0-mae:6226.23438 validation_1-mae:6537.07129 [138] validation_0-mae:6224.48096 validation_1-mae:6537.04932 [139] validation_0-mae:6218.15478 validation_1-mae:6532.21045 [140] validation_0-mae:6215.66064 validation_1-mae:6531.40625 [141] validation_0-mae:6211.30762 validation_1-mae:6530.21924 [142] validation_0-mae:6208.33154 validation_1-mae:6527.89600 [143] validation_0-mae:6198.41162 validation_1-mae:6521.71875 [144] validation_0-mae:6194.36523 validation_1-mae:6519.55078 [145] validation_0-mae:6188.19629 validation_1-mae:6515.58350 [146] validation_0-mae:6183.29443 validation_1-mae:6512.56250 [147] validation_0-mae:6180.12598 validation_1-mae:6510.79492 [148] validation_0-mae:6175.75879 validation_1-mae:6507.86133 [149] validation_0-mae:6171.35742 validation_1-mae:6504.55273 [150] validation_0-mae:6162.95361 validation_1-mae:6499.23438 [151] validation_0-mae:6158.36133 validation_1-mae:6495.91455 [152] validation_0-mae:6155.42725 validation_1-mae:6494.57812 [153] validation_0-mae:6153.53955 validation_1-mae:6493.96191 [154] validation_0-mae:6149.62598 validation_1-mae:6493.05029 [155] validation_0-mae:6145.82373 validation_1-mae:6491.77783 [156] validation_0-mae:6142.90527 validation_1-mae:6490.90527 [157] validation_0-mae:6140.49365 validation_1-mae:6489.28955 [158] validation_0-mae:6133.87842 validation_1-mae:6485.55713 [159] validation_0-mae:6130.02978 validation_1-mae:6484.09717 [160] validation_0-mae:6125.12061 validation_1-mae:6480.24316 [161] validation_0-mae:6117.20654 validation_1-mae:6474.57373 [162] validation_0-mae:6114.23096 validation_1-mae:6473.43359 [163] validation_0-mae:6109.10986 validation_1-mae:6470.48682 [164] validation_0-mae:6101.32129 validation_1-mae:6467.82910 [165] validation_0-mae:6098.16309 validation_1-mae:6466.09180 [166] validation_0-mae:6095.42188 validation_1-mae:6464.33936 [167] validation_0-mae:6091.05566 validation_1-mae:6463.44189 [168] validation_0-mae:6089.61768 validation_1-mae:6463.73975 [169] validation_0-mae:6085.13525 validation_1-mae:6460.41748 [170] validation_0-mae:6079.09619 validation_1-mae:6455.01855 [171] validation_0-mae:6074.90088 validation_1-mae:6452.26318 [172] validation_0-mae:6068.91357 validation_1-mae:6448.33984 [173] validation_0-mae:6065.30811 validation_1-mae:6446.69482 [174] validation_0-mae:6059.49561 validation_1-mae:6442.88672 [175] validation_0-mae:6058.45410 validation_1-mae:6442.54199 [176] validation_0-mae:6054.10840 validation_1-mae:6441.56934 [177] validation_0-mae:6050.87256 validation_1-mae:6441.01660 [178] validation_0-mae:6048.63867 validation_1-mae:6440.81348 [179] validation_0-mae:6045.54736 validation_1-mae:6438.90918 [180] validation_0-mae:6043.82666 validation_1-mae:6437.83398 [181] validation_0-mae:6038.29785 validation_1-mae:6433.89404 [182] validation_0-mae:6036.04883 validation_1-mae:6433.40772 [183] validation_0-mae:6030.75781 validation_1-mae:6430.13477 [184] validation_0-mae:6026.82910 validation_1-mae:6427.82910 [185] validation_0-mae:6024.40723 validation_1-mae:6426.74853 [186] validation_0-mae:6019.06934 validation_1-mae:6423.71875 [187] validation_0-mae:6016.56397 validation_1-mae:6423.30078 [188] validation_0-mae:6013.34863 validation_1-mae:6421.81836 [189] validation_0-mae:6010.82861 validation_1-mae:6421.13965 [190] validation_0-mae:6007.32422 validation_1-mae:6419.43164 [191] validation_0-mae:6004.95508 validation_1-mae:6418.59228 [192] validation_0-mae:6001.25586 validation_1-mae:6415.56397 [193] validation_0-mae:5997.41064 validation_1-mae:6413.99561 [194] validation_0-mae:5994.66504 validation_1-mae:6413.65478 [195] validation_0-mae:5989.42676 validation_1-mae:6412.76807 [196] validation_0-mae:5987.16797 validation_1-mae:6411.23291 [197] validation_0-mae:5984.86279 validation_1-mae:6410.72217 [198] validation_0-mae:5980.68164 validation_1-mae:6409.49268 [199] validation_0-mae:5972.03564 validation_1-mae:6403.31934 [200] validation_0-mae:5967.85156 validation_1-mae:6400.88770 [201] validation_0-mae:5964.91748 validation_1-mae:6400.16455 [202] validation_0-mae:5962.34766 validation_1-mae:6400.52637 [203] validation_0-mae:5960.93701 validation_1-mae:6399.47022 [204] validation_0-mae:5958.20020 validation_1-mae:6398.00684 [205] validation_0-mae:5954.65527 validation_1-mae:6398.35596 [206] validation_0-mae:5951.24365 validation_1-mae:6396.95068 [207] validation_0-mae:5948.54639 validation_1-mae:6395.60352 [208] validation_0-mae:5947.41748 validation_1-mae:6395.27295 [209] validation_0-mae:5944.32227 validation_1-mae:6394.89307 [210] validation_0-mae:5941.37061 validation_1-mae:6393.25488 [211] validation_0-mae:5938.40186 validation_1-mae:6391.02100 [212] validation_0-mae:5935.39697 validation_1-mae:6389.94385 [213] validation_0-mae:5933.30566 validation_1-mae:6389.50684 [214] validation_0-mae:5930.53027 validation_1-mae:6388.56250 [215] validation_0-mae:5927.25635 validation_1-mae:6389.39990 [216] validation_0-mae:5924.74414 validation_1-mae:6389.25244 [217] validation_0-mae:5922.28418 validation_1-mae:6387.64844 [218] validation_0-mae:5915.49414 validation_1-mae:6382.54443 [219] validation_0-mae:5913.76123 validation_1-mae:6381.77100 [220] validation_0-mae:5912.00830 validation_1-mae:6380.48193 [221] validation_0-mae:5906.06201 validation_1-mae:6378.40234 [222] validation_0-mae:5904.08301 validation_1-mae:6378.03076 [223] validation_0-mae:5900.21777 validation_1-mae:6375.68603 [224] validation_0-mae:5897.43848 validation_1-mae:6375.30225 [225] validation_0-mae:5895.28272 validation_1-mae:6374.83350 [226] validation_0-mae:5892.93311 validation_1-mae:6373.96191 [227] validation_0-mae:5892.16309 validation_1-mae:6373.94189 [228] validation_0-mae:5888.65137 validation_1-mae:6372.57080 [229] validation_0-mae:5885.93701 validation_1-mae:6371.65723 [230] validation_0-mae:5883.44531 validation_1-mae:6370.11377 [231] validation_0-mae:5880.86816 validation_1-mae:6369.48730 [232] validation_0-mae:5878.70459 validation_1-mae:6369.07031 [233] validation_0-mae:5874.44775 validation_1-mae:6366.40137 [234] validation_0-mae:5870.37256 validation_1-mae:6366.82471 [235] validation_0-mae:5868.32959 validation_1-mae:6366.97607 [236] validation_0-mae:5867.06934 validation_1-mae:6366.98438 [237] validation_0-mae:5863.27978 validation_1-mae:6364.86328 [238] validation_0-mae:5861.94141 validation_1-mae:6364.76953 [239] validation_0-mae:5859.15918 validation_1-mae:6363.35596 [240] validation_0-mae:5853.08252 validation_1-mae:6359.48633 [241] validation_0-mae:5849.30957 validation_1-mae:6357.58496 [242] validation_0-mae:5845.28857 validation_1-mae:6355.85986 [243] validation_0-mae:5843.86572 validation_1-mae:6355.60840 [244] validation_0-mae:5841.58350 validation_1-mae:6354.55322 [245] validation_0-mae:5839.42041 validation_1-mae:6352.53857 [246] validation_0-mae:5835.95557 validation_1-mae:6351.70605 [247] validation_0-mae:5830.22705 validation_1-mae:6347.66113 [248] validation_0-mae:5828.31055 validation_1-mae:6347.96924 [249] validation_0-mae:5827.28857 validation_1-mae:6347.97266 [250] validation_0-mae:5826.39453 validation_1-mae:6347.91748 [251] validation_0-mae:5823.76562 validation_1-mae:6346.52393 [252] validation_0-mae:5822.15381 validation_1-mae:6346.24707 [253] validation_0-mae:5818.31348 validation_1-mae:6346.42480 [254] validation_0-mae:5815.30859 validation_1-mae:6345.29541 [255] validation_0-mae:5810.03320 validation_1-mae:6342.08154 [256] validation_0-mae:5807.26758 validation_1-mae:6342.16309 [257] validation_0-mae:5804.23584 validation_1-mae:6340.81738 [258] validation_0-mae:5801.74707 validation_1-mae:6339.25928 [259] validation_0-mae:5800.91553 validation_1-mae:6339.92090 [260] validation_0-mae:5798.32812 validation_1-mae:6340.11963 [261] validation_0-mae:5796.00049 validation_1-mae:6339.21387 [262] validation_0-mae:5793.91699 validation_1-mae:6338.45801 [263] validation_0-mae:5790.35059 validation_1-mae:6337.69385 [264] validation_0-mae:5788.68262 validation_1-mae:6337.70654 [265] validation_0-mae:5785.75244 validation_1-mae:6336.82617 [266] validation_0-mae:5784.13818 validation_1-mae:6337.14062 [267] validation_0-mae:5782.09766 validation_1-mae:6335.63672 [268] validation_0-mae:5777.71289 validation_1-mae:6333.37158 [269] validation_0-mae:5775.65234 validation_1-mae:6332.07080 [270] validation_0-mae:5771.61084 validation_1-mae:6329.77978 [271] validation_0-mae:5768.53125 validation_1-mae:6328.12061 [272] validation_0-mae:5765.90332 validation_1-mae:6325.62695 [273] validation_0-mae:5763.72510 validation_1-mae:6325.40820 [274] validation_0-mae:5758.00049 validation_1-mae:6322.81787 [275] validation_0-mae:5755.29736 validation_1-mae:6322.43213 [276] validation_0-mae:5754.34033 validation_1-mae:6322.09228 [277] validation_0-mae:5752.99023 validation_1-mae:6321.87109 [278] validation_0-mae:5749.56885 validation_1-mae:6320.98535 [279] validation_0-mae:5746.30566 validation_1-mae:6320.06787 [280] validation_0-mae:5744.28906 validation_1-mae:6319.84570 [281] validation_0-mae:5743.18945 validation_1-mae:6320.11719 [282] validation_0-mae:5741.36816 validation_1-mae:6319.43799 [283] validation_0-mae:5740.93164 validation_1-mae:6320.10889 [284] validation_0-mae:5737.40283 validation_1-mae:6320.28027 [285] validation_0-mae:5735.44922 validation_1-mae:6320.86133 [286] validation_0-mae:5731.90430 validation_1-mae:6318.74561 [287] validation_0-mae:5728.30078 validation_1-mae:6316.89746 [288] validation_0-mae:5727.12988 validation_1-mae:6316.16064 [289] validation_0-mae:5725.27246 validation_1-mae:6316.03467 [290] validation_0-mae:5724.29395 validation_1-mae:6315.84814 [291] validation_0-mae:5721.79736 validation_1-mae:6314.05908 [292] validation_0-mae:5715.99756 validation_1-mae:6310.06836 [293] validation_0-mae:5711.35889 validation_1-mae:6307.66895 [294] validation_0-mae:5707.23438 validation_1-mae:6305.50977 [295] validation_0-mae:5706.26904 validation_1-mae:6305.13916 [296] validation_0-mae:5704.55811 validation_1-mae:6305.55762 [297] validation_0-mae:5702.75195 validation_1-mae:6304.48145 [298] validation_0-mae:5700.67578 validation_1-mae:6304.63965 [299] validation_0-mae:5697.94580 validation_1-mae:6302.71045 [300] validation_0-mae:5693.80420 validation_1-mae:6300.60254 [301] validation_0-mae:5689.85938 validation_1-mae:6299.87207 [302] validation_0-mae:5687.35400 validation_1-mae:6299.37793 [303] validation_0-mae:5684.75391 validation_1-mae:6297.25684 [304] validation_0-mae:5682.63916 validation_1-mae:6297.21045 [305] validation_0-mae:5681.62451 validation_1-mae:6296.83350 [306] validation_0-mae:5680.74512 validation_1-mae:6296.30225 [307] validation_0-mae:5679.14258 validation_1-mae:6295.29688 [308] validation_0-mae:5676.70459 validation_1-mae:6294.74316 [309] validation_0-mae:5675.82178 validation_1-mae:6294.31543 [310] validation_0-mae:5674.77588 validation_1-mae:6293.97022 [311] validation_0-mae:5671.37647 validation_1-mae:6294.12988 [312] validation_0-mae:5666.85449 validation_1-mae:6293.04785 [313] validation_0-mae:5664.98242 validation_1-mae:6292.47070 [314] validation_0-mae:5661.47461 validation_1-mae:6290.92432 [315] validation_0-mae:5657.12500 validation_1-mae:6291.11816 [316] validation_0-mae:5654.94727 validation_1-mae:6290.28564 [317] validation_0-mae:5652.62891 validation_1-mae:6289.92529 [318] validation_0-mae:5648.91260 validation_1-mae:6289.90918 [319] validation_0-mae:5646.43750 validation_1-mae:6289.30469 [320] validation_0-mae:5639.97852 validation_1-mae:6284.58350 [321] validation_0-mae:5638.20605 validation_1-mae:6283.94482 [322] validation_0-mae:5636.18359 validation_1-mae:6282.99463 [323] validation_0-mae:5634.69092 validation_1-mae:6282.63916 [324] validation_0-mae:5633.68555 validation_1-mae:6282.34668 [325] validation_0-mae:5631.29639 validation_1-mae:6282.24512 [326] validation_0-mae:5626.38965 validation_1-mae:6280.87305 [327] validation_0-mae:5624.65332 validation_1-mae:6279.71582 [328] validation_0-mae:5622.95410 validation_1-mae:6279.15576 [329] validation_0-mae:5621.62500 validation_1-mae:6278.88086 [330] validation_0-mae:5621.11230 validation_1-mae:6278.97705 [331] validation_0-mae:5619.58740 validation_1-mae:6278.53906 [332] validation_0-mae:5617.66553 validation_1-mae:6277.78320 [333] validation_0-mae:5615.38232 validation_1-mae:6278.06103 [334] validation_0-mae:5614.18945 validation_1-mae:6277.50586 [335] validation_0-mae:5610.21387 validation_1-mae:6276.48389 [336] validation_0-mae:5607.61133 validation_1-mae:6275.51855 [337] validation_0-mae:5604.78418 validation_1-mae:6275.15869 [338] validation_0-mae:5602.02246 validation_1-mae:6272.75977 [339] validation_0-mae:5597.72705 validation_1-mae:6270.47559 [340] validation_0-mae:5595.22607 validation_1-mae:6270.82324 [341] validation_0-mae:5593.05225 validation_1-mae:6270.09082 [342] validation_0-mae:5590.96631 validation_1-mae:6268.91504 [343] validation_0-mae:5590.29395 validation_1-mae:6268.76367 [344] validation_0-mae:5586.31885 validation_1-mae:6267.37500 [345] validation_0-mae:5584.36377 validation_1-mae:6267.13770 [346] validation_0-mae:5582.67529 validation_1-mae:6266.55957 [347] validation_0-mae:5580.29639 validation_1-mae:6266.11328 [348] validation_0-mae:5577.69531 validation_1-mae:6264.32715 [349] validation_0-mae:5576.47559 validation_1-mae:6263.58984 [350] validation_0-mae:5576.20117 validation_1-mae:6263.58447 [351] validation_0-mae:5574.60449 validation_1-mae:6263.31397 [352] validation_0-mae:5571.56689 validation_1-mae:6261.01807 [353] validation_0-mae:5569.51807 validation_1-mae:6260.15478 [354] validation_0-mae:5567.84766 validation_1-mae:6258.89941 [355] validation_0-mae:5566.09375 validation_1-mae:6258.27148 [356] validation_0-mae:5565.13477 validation_1-mae:6257.81982 [357] validation_0-mae:5561.23145 validation_1-mae:6255.64648 [358] validation_0-mae:5556.34473 validation_1-mae:6251.66064 [359] validation_0-mae:5554.93066 validation_1-mae:6250.89746 [360] validation_0-mae:5551.81689 validation_1-mae:6250.77637 [361] validation_0-mae:5549.75732 validation_1-mae:6250.70703 [362] validation_0-mae:5547.77539 validation_1-mae:6250.16553 [363] validation_0-mae:5547.50732 validation_1-mae:6250.20850 [364] validation_0-mae:5543.57910 validation_1-mae:6249.77295 [365] validation_0-mae:5541.37988 validation_1-mae:6249.00635 [366] validation_0-mae:5539.68701 validation_1-mae:6248.94824 [367] validation_0-mae:5537.83398 validation_1-mae:6248.98291 [368] validation_0-mae:5535.85742 validation_1-mae:6247.52344 [369] validation_0-mae:5533.83691 validation_1-mae:6246.58594 [370] validation_0-mae:5530.47070 validation_1-mae:6244.00684 [371] validation_0-mae:5526.70215 validation_1-mae:6241.32910 [372] validation_0-mae:5523.59912 validation_1-mae:6240.73682 [373] validation_0-mae:5520.47705 validation_1-mae:6240.02002 [374] validation_0-mae:5518.06494 validation_1-mae:6238.95898 [375] validation_0-mae:5515.38330 validation_1-mae:6238.50977 [376] validation_0-mae:5513.17139 validation_1-mae:6238.56299 [377] validation_0-mae:5511.43506 validation_1-mae:6238.72314 [378] validation_0-mae:5508.66406 validation_1-mae:6238.18701 [379] validation_0-mae:5505.97656 validation_1-mae:6237.35156 [380] validation_0-mae:5505.12891 validation_1-mae:6236.91211 [381] validation_0-mae:5504.25098 validation_1-mae:6237.04297 [382] validation_0-mae:5503.50342 validation_1-mae:6236.95605 [383] validation_0-mae:5503.13281 validation_1-mae:6236.70068 [384] validation_0-mae:5501.94727 validation_1-mae:6235.86182 [385] validation_0-mae:5498.19141 validation_1-mae:6235.57959 [386] validation_0-mae:5496.32422 validation_1-mae:6236.23535 [387] validation_0-mae:5495.23633 validation_1-mae:6236.06885 [388] validation_0-mae:5493.05664 validation_1-mae:6235.36816 [389] validation_0-mae:5492.55615 validation_1-mae:6235.57666 [390] validation_0-mae:5490.27978 validation_1-mae:6235.62500 [391] validation_0-mae:5488.62256 validation_1-mae:6234.85693 [392] validation_0-mae:5482.42920 validation_1-mae:6231.71582 [393] validation_0-mae:5480.69043 validation_1-mae:6232.01514 [394] validation_0-mae:5479.68897 validation_1-mae:6232.02490 [395] validation_0-mae:5477.04297 validation_1-mae:6231.86865 [396] validation_0-mae:5472.59473 validation_1-mae:6230.03320 [397] validation_0-mae:5467.99951 validation_1-mae:6229.19482 [398] validation_0-mae:5466.27197 validation_1-mae:6228.05518 [399] validation_0-mae:5463.78369 validation_1-mae:6227.55957 [400] validation_0-mae:5461.49414 validation_1-mae:6226.07910 [401] validation_0-mae:5457.72559 validation_1-mae:6224.61768 [402] validation_0-mae:5456.80371 validation_1-mae:6224.33545 [403] validation_0-mae:5454.92432 validation_1-mae:6224.31543 [404] validation_0-mae:5452.54346 validation_1-mae:6223.96924 [405] validation_0-mae:5451.89648 validation_1-mae:6223.97412 [406] validation_0-mae:5451.03027 validation_1-mae:6223.74853 [407] validation_0-mae:5448.88330 validation_1-mae:6223.46191 [408] validation_0-mae:5447.38623 validation_1-mae:6223.33691 [409] validation_0-mae:5445.61523 validation_1-mae:6222.82861 [410] validation_0-mae:5439.64746 validation_1-mae:6221.38574 [411] validation_0-mae:5437.12305 validation_1-mae:6220.84424 [412] validation_0-mae:5435.39795 validation_1-mae:6220.53955 [413] validation_0-mae:5431.13574 validation_1-mae:6219.22998 [414] validation_0-mae:5429.13086 validation_1-mae:6219.34863 [415] validation_0-mae:5427.35156 validation_1-mae:6219.80859 [416] validation_0-mae:5425.21143 validation_1-mae:6219.84619 [417] validation_0-mae:5424.63916 validation_1-mae:6219.86426 [418] validation_0-mae:5423.43311 validation_1-mae:6219.41357 [419] validation_0-mae:5420.95410 validation_1-mae:6219.42725 [420] validation_0-mae:5419.36719 validation_1-mae:6219.47656 [421] validation_0-mae:5417.27393 validation_1-mae:6218.49805 [422] validation_0-mae:5415.15967 validation_1-mae:6217.87695 [423] validation_0-mae:5413.17090 validation_1-mae:6217.68897 [424] validation_0-mae:5410.75488 validation_1-mae:6217.31689 [425] validation_0-mae:5407.94678 validation_1-mae:6217.02002 [426] validation_0-mae:5407.09424 validation_1-mae:6217.15088 [427] validation_0-mae:5406.52100 validation_1-mae:6216.50977 [428] validation_0-mae:5403.71338 validation_1-mae:6216.71631 [429] validation_0-mae:5402.17822 validation_1-mae:6216.41992 [430] validation_0-mae:5398.86865 validation_1-mae:6215.25391 [431] validation_0-mae:5397.03809 validation_1-mae:6214.94922 [432] validation_0-mae:5396.28955 validation_1-mae:6214.38477 [433] validation_0-mae:5395.17627 validation_1-mae:6213.74512 [434] validation_0-mae:5393.99414 validation_1-mae:6214.30127 [435] validation_0-mae:5393.26953 validation_1-mae:6213.81348 [436] validation_0-mae:5390.70068 validation_1-mae:6212.74219 [437] validation_0-mae:5389.26709 validation_1-mae:6212.46728 [438] validation_0-mae:5388.55176 validation_1-mae:6212.47412 [439] validation_0-mae:5386.14258 validation_1-mae:6212.31397 [440] validation_0-mae:5381.36279 validation_1-mae:6210.78711 [441] validation_0-mae:5378.19531 validation_1-mae:6210.16797 [442] validation_0-mae:5376.59033 validation_1-mae:6209.19141 [443] validation_0-mae:5375.08447 validation_1-mae:6209.38525 [444] validation_0-mae:5372.59961 validation_1-mae:6208.22314 [445] validation_0-mae:5368.65137 validation_1-mae:6206.70361 [446] validation_0-mae:5365.10791 validation_1-mae:6205.22510 [447] validation_0-mae:5363.48584 validation_1-mae:6204.60010 [448] validation_0-mae:5361.75635 validation_1-mae:6204.58105 [449] validation_0-mae:5359.48730 validation_1-mae:6204.68164 [450] validation_0-mae:5358.12256 validation_1-mae:6204.15527 [451] validation_0-mae:5356.98291 validation_1-mae:6204.05615 [452] validation_0-mae:5356.11865 validation_1-mae:6203.83594 [453] validation_0-mae:5354.21484 validation_1-mae:6202.53223 [454] validation_0-mae:5352.71094 validation_1-mae:6202.47412 [455] validation_0-mae:5351.40967 validation_1-mae:6201.96094 [456] validation_0-mae:5350.81982 validation_1-mae:6201.67969 [457] validation_0-mae:5346.54150 validation_1-mae:6200.12891 [458] validation_0-mae:5344.60205 validation_1-mae:6199.97949 [459] validation_0-mae:5342.32422 validation_1-mae:6200.11523 [460] validation_0-mae:5340.19434 validation_1-mae:6199.77930 [461] validation_0-mae:5338.60889 validation_1-mae:6199.64404 [462] validation_0-mae:5335.57471 validation_1-mae:6198.95557 [463] validation_0-mae:5334.61035 validation_1-mae:6197.85986 [464] validation_0-mae:5331.64355 validation_1-mae:6195.79150 [465] validation_0-mae:5331.35303 validation_1-mae:6195.81494 [466] validation_0-mae:5329.38867 validation_1-mae:6195.84326 [467] validation_0-mae:5328.48535 validation_1-mae:6195.84961 [468] validation_0-mae:5326.70850 validation_1-mae:6195.62402 [469] validation_0-mae:5324.67529 validation_1-mae:6195.09131 [470] validation_0-mae:5319.95068 validation_1-mae:6193.13525 [471] validation_0-mae:5317.64648 validation_1-mae:6193.05371 [472] validation_0-mae:5315.64404 validation_1-mae:6192.97022 [473] validation_0-mae:5313.92822 validation_1-mae:6192.57861 [474] validation_0-mae:5312.03369 validation_1-mae:6192.10938 [475] validation_0-mae:5307.83594 validation_1-mae:6190.62402 [476] validation_0-mae:5306.86426 validation_1-mae:6190.84033 [477] validation_0-mae:5305.61230 validation_1-mae:6190.57227 [478] validation_0-mae:5304.88135 validation_1-mae:6190.22852 [479] validation_0-mae:5302.41309 validation_1-mae:6189.92383 [480] validation_0-mae:5300.94385 validation_1-mae:6189.54834 [481] validation_0-mae:5300.23242 validation_1-mae:6189.41406 [482] validation_0-mae:5298.59766 validation_1-mae:6189.18359 [483] validation_0-mae:5296.93311 validation_1-mae:6189.09912 [484] validation_0-mae:5295.14160 validation_1-mae:6188.86426 [485] validation_0-mae:5293.80078 validation_1-mae:6189.04541 [486] validation_0-mae:5292.32422 validation_1-mae:6188.63721 [487] validation_0-mae:5289.42188 validation_1-mae:6187.41260 [488] validation_0-mae:5287.65625 validation_1-mae:6187.04883 [489] validation_0-mae:5285.56494 validation_1-mae:6187.65234 [490] validation_0-mae:5284.86279 validation_1-mae:6187.76074 [491] validation_0-mae:5284.66406 validation_1-mae:6187.71875 [492] validation_0-mae:5282.33984 validation_1-mae:6187.70850 [493] validation_0-mae:5280.21094 validation_1-mae:6187.04688 [494] validation_0-mae:5278.37500 validation_1-mae:6186.63428 [495] validation_0-mae:5272.84180 validation_1-mae:6184.98633 [496] validation_0-mae:5268.05713 validation_1-mae:6182.93701 [497] validation_0-mae:5267.18897 validation_1-mae:6183.34180 [498] validation_0-mae:5265.43555 validation_1-mae:6182.87207 [499] validation_0-mae:5265.12500 validation_1-mae:6183.09522 [500] validation_0-mae:5262.54004 validation_1-mae:6182.79834 [501] validation_0-mae:5261.86572 validation_1-mae:6182.79590 [502] validation_0-mae:5259.41504 validation_1-mae:6182.60303 [503] validation_0-mae:5258.37647 validation_1-mae:6182.43311 [504] validation_0-mae:5256.80762 validation_1-mae:6182.65381 [505] validation_0-mae:5255.72412 validation_1-mae:6182.53467 [506] validation_0-mae:5254.77881 validation_1-mae:6183.01074 [507] validation_0-mae:5253.47559 validation_1-mae:6182.83984 [508] validation_0-mae:5252.69873 validation_1-mae:6182.63867 [509] validation_0-mae:5250.82324 validation_1-mae:6182.57422 [510] validation_0-mae:5248.16846 validation_1-mae:6182.00635 [511] validation_0-mae:5243.86084 validation_1-mae:6179.57861 [512] validation_0-mae:5240.18603 validation_1-mae:6177.72705 [513] validation_0-mae:5238.78857 validation_1-mae:6177.88574 [514] validation_0-mae:5236.48730 validation_1-mae:6176.78027 [515] validation_0-mae:5234.73730 validation_1-mae:6177.24268 [516] validation_0-mae:5232.84375 validation_1-mae:6176.20605 [517] validation_0-mae:5230.88232 validation_1-mae:6175.73730 [518] validation_0-mae:5227.27881 validation_1-mae:6175.52588 [519] validation_0-mae:5224.51904 validation_1-mae:6174.46680 [520] validation_0-mae:5223.07373 validation_1-mae:6174.28857 [521] validation_0-mae:5220.63672 validation_1-mae:6174.65234 [522] validation_0-mae:5218.61621 validation_1-mae:6174.93359 [523] validation_0-mae:5214.32764 validation_1-mae:6173.10840 [524] validation_0-mae:5210.82080 validation_1-mae:6171.25977 [525] validation_0-mae:5209.72656 validation_1-mae:6171.29785 [526] validation_0-mae:5209.34033 validation_1-mae:6170.84766 [527] validation_0-mae:5206.90332 validation_1-mae:6170.71533 [528] validation_0-mae:5204.41553 validation_1-mae:6170.00391 [529] validation_0-mae:5201.61865 validation_1-mae:6170.08887 [530] validation_0-mae:5199.98389 validation_1-mae:6169.99707 [531] validation_0-mae:5197.38770 validation_1-mae:6169.58789 [532] validation_0-mae:5194.40820 validation_1-mae:6168.79297 [533] validation_0-mae:5191.08203 validation_1-mae:6167.58008 [534] validation_0-mae:5188.59375 validation_1-mae:6166.86230 [535] validation_0-mae:5186.83105 validation_1-mae:6166.32031 [536] validation_0-mae:5184.51221 validation_1-mae:6165.06934 [537] validation_0-mae:5181.97266 validation_1-mae:6163.20605 [538] validation_0-mae:5181.79150 validation_1-mae:6163.04688 [539] validation_0-mae:5179.54443 validation_1-mae:6162.52002 [540] validation_0-mae:5178.05811 validation_1-mae:6162.34082 [541] validation_0-mae:5176.09277 validation_1-mae:6161.32715 [542] validation_0-mae:5173.37061 validation_1-mae:6161.30859 [543] validation_0-mae:5170.98291 validation_1-mae:6161.57666 [544] validation_0-mae:5169.93750 validation_1-mae:6161.97705 [545] validation_0-mae:5166.44873 validation_1-mae:6162.04102 [546] validation_0-mae:5165.94775 validation_1-mae:6161.74463 [547] validation_0-mae:5164.77197 validation_1-mae:6161.76074 [548] validation_0-mae:5163.09277 validation_1-mae:6161.28857 [549] validation_0-mae:5162.55615 validation_1-mae:6161.15430 [550] validation_0-mae:5161.59326 validation_1-mae:6161.49463 [551] validation_0-mae:5158.87012 validation_1-mae:6161.29004 [552] validation_0-mae:5155.93311 validation_1-mae:6160.94385 [553] validation_0-mae:5152.05664 validation_1-mae:6158.59131 [554] validation_0-mae:5150.57666 validation_1-mae:6158.19727 [555] validation_0-mae:5147.52051 validation_1-mae:6157.77100 [556] validation_0-mae:5145.09717 validation_1-mae:6156.78955 [557] validation_0-mae:5142.49805 validation_1-mae:6155.00781 [558] validation_0-mae:5141.56592 validation_1-mae:6154.73096 [559] validation_0-mae:5139.86035 validation_1-mae:6154.65478 [560] validation_0-mae:5137.88721 validation_1-mae:6154.20898 [561] validation_0-mae:5135.49365 validation_1-mae:6152.82959 [562] validation_0-mae:5134.81250 validation_1-mae:6152.97314 [563] validation_0-mae:5133.34326 validation_1-mae:6153.58203 [564] validation_0-mae:5132.17383 validation_1-mae:6153.51758 [565] validation_0-mae:5129.62305 validation_1-mae:6152.51855 [566] validation_0-mae:5128.13232 validation_1-mae:6151.98291 [567] validation_0-mae:5125.06055 validation_1-mae:6150.14355 [568] validation_0-mae:5123.83105 validation_1-mae:6150.67822 [569] validation_0-mae:5122.68457 validation_1-mae:6150.49756 [570] validation_0-mae:5122.46289 validation_1-mae:6150.75830 [571] validation_0-mae:5121.04736 validation_1-mae:6150.58643 [572] validation_0-mae:5119.03369 validation_1-mae:6149.49902 [573] validation_0-mae:5117.45020 validation_1-mae:6148.98438 [574] validation_0-mae:5115.73047 validation_1-mae:6149.05127 [575] validation_0-mae:5113.74658 validation_1-mae:6148.31982 [576] validation_0-mae:5111.84228 validation_1-mae:6148.70264 [577] validation_0-mae:5111.35986 validation_1-mae:6148.28906 [578] validation_0-mae:5110.16211 validation_1-mae:6147.21728 [579] validation_0-mae:5109.24316 validation_1-mae:6147.00488 [580] validation_0-mae:5107.45068 validation_1-mae:6147.11963 [581] validation_0-mae:5106.01123 validation_1-mae:6147.04248 [582] validation_0-mae:5105.58594 validation_1-mae:6147.28906 [583] validation_0-mae:5104.18457 validation_1-mae:6146.88623 [584] validation_0-mae:5104.06982 validation_1-mae:6146.89502 [585] validation_0-mae:5103.46875 validation_1-mae:6147.28076 [586] validation_0-mae:5100.96436 validation_1-mae:6146.34863 [587] validation_0-mae:5100.59326 validation_1-mae:6146.12939 [588] validation_0-mae:5099.92236 validation_1-mae:6146.00781 [589] validation_0-mae:5096.94922 validation_1-mae:6145.35449 [590] validation_0-mae:5094.93164 validation_1-mae:6145.70557 [591] validation_0-mae:5092.84619 validation_1-mae:6145.57910 [592] validation_0-mae:5090.64209 validation_1-mae:6145.17725 [593] validation_0-mae:5088.86133 validation_1-mae:6145.07666 [594] validation_0-mae:5086.67041 validation_1-mae:6145.05469 [595] validation_0-mae:5085.83398 validation_1-mae:6145.74853 [596] validation_0-mae:5085.54395 validation_1-mae:6146.05469 [597] validation_0-mae:5082.77832 validation_1-mae:6144.37793 [598] validation_0-mae:5082.10107 validation_1-mae:6144.33984 [599] validation_0-mae:5079.83691 validation_1-mae:6143.96094 [600] validation_0-mae:5078.79102 validation_1-mae:6143.40772 [601] validation_0-mae:5077.25098 validation_1-mae:6143.77344 [602] validation_0-mae:5075.35107 validation_1-mae:6143.20361 [603] validation_0-mae:5074.25830 validation_1-mae:6142.77832 [604] validation_0-mae:5072.99414 validation_1-mae:6142.97754 [605] validation_0-mae:5071.37109 validation_1-mae:6142.09522 [606] validation_0-mae:5067.53857 validation_1-mae:6141.21582 [607] validation_0-mae:5066.42627 validation_1-mae:6140.85254 [608] validation_0-mae:5064.92920 validation_1-mae:6141.04639 [609] validation_0-mae:5062.23145 validation_1-mae:6139.42773 [610] validation_0-mae:5061.26660 validation_1-mae:6139.31543 [611] validation_0-mae:5060.35107 validation_1-mae:6138.92578 [612] validation_0-mae:5058.58398 validation_1-mae:6138.06836 [613] validation_0-mae:5056.84375 validation_1-mae:6138.85840 [614] validation_0-mae:5053.74365 validation_1-mae:6137.58984 [615] validation_0-mae:5050.20850 validation_1-mae:6136.46728 [616] validation_0-mae:5048.23291 validation_1-mae:6136.07910 [617] validation_0-mae:5047.07568 validation_1-mae:6135.99219 [618] validation_0-mae:5045.54785 validation_1-mae:6135.44580 [619] validation_0-mae:5045.29639 validation_1-mae:6135.28906 [620] validation_0-mae:5043.46582 validation_1-mae:6135.77344 [621] validation_0-mae:5042.77295 validation_1-mae:6136.38574 [622] validation_0-mae:5040.46777 validation_1-mae:6135.34424 [623] validation_0-mae:5038.27881 validation_1-mae:6135.58545 [624] validation_0-mae:5037.68897 validation_1-mae:6135.65576 [625] validation_0-mae:5035.77490 validation_1-mae:6135.31543 [626] validation_0-mae:5032.71777 validation_1-mae:6135.36523 [627] validation_0-mae:5031.41162 validation_1-mae:6135.01270 [628] validation_0-mae:5028.12451 validation_1-mae:6135.11670 [629] validation_0-mae:5026.82666 validation_1-mae:6134.88086 [630] validation_0-mae:5024.60352 validation_1-mae:6135.39258 [631] validation_0-mae:5022.85645 validation_1-mae:6135.20752 [632] validation_0-mae:5021.22949 validation_1-mae:6135.05566 [633] validation_0-mae:5019.92529 validation_1-mae:6134.49902 [634] validation_0-mae:5017.98584 validation_1-mae:6135.03711 [635] validation_0-mae:5016.98828 validation_1-mae:6134.69238 [636] validation_0-mae:5015.98730 validation_1-mae:6134.68945 [637] validation_0-mae:5012.33301 validation_1-mae:6134.21436 [638] validation_0-mae:5010.67578 validation_1-mae:6133.85449 [639] validation_0-mae:5009.43555 validation_1-mae:6133.74072 [640] validation_0-mae:5007.88330 validation_1-mae:6133.72510 [641] validation_0-mae:5007.08789 validation_1-mae:6133.69775 [642] validation_0-mae:5005.79639 validation_1-mae:6133.36670 [643] validation_0-mae:5005.48291 validation_1-mae:6133.29297 [644] validation_0-mae:5004.21484 validation_1-mae:6133.44727 [645] validation_0-mae:5002.14453 validation_1-mae:6131.88086 [646] validation_0-mae:4999.97510 validation_1-mae:6131.37353 [647] validation_0-mae:4997.66797 validation_1-mae:6130.71387 [648] validation_0-mae:4996.69482 validation_1-mae:6130.50000 [649] validation_0-mae:4994.97900 validation_1-mae:6129.32617 [650] validation_0-mae:4993.81787 validation_1-mae:6129.25000 [651] validation_0-mae:4991.81250 validation_1-mae:6128.25635 [652] validation_0-mae:4990.33594 validation_1-mae:6127.41016 [653] validation_0-mae:4989.52148 validation_1-mae:6127.33789 [654] validation_0-mae:4987.91895 validation_1-mae:6128.20850 [655] validation_0-mae:4987.16797 validation_1-mae:6127.70264 [656] validation_0-mae:4985.35010 validation_1-mae:6127.29395 [657] validation_0-mae:4985.11816 validation_1-mae:6127.30957 [658] validation_0-mae:4984.91016 validation_1-mae:6127.18897 [659] validation_0-mae:4984.53027 validation_1-mae:6127.24658 [660] validation_0-mae:4982.65967 validation_1-mae:6127.00195 [661] validation_0-mae:4981.18066 validation_1-mae:6127.11377 [662] validation_0-mae:4980.87695 validation_1-mae:6127.03613 [663] validation_0-mae:4980.28320 validation_1-mae:6127.06836 [664] validation_0-mae:4977.05420 validation_1-mae:6124.84766 [665] validation_0-mae:4976.25439 validation_1-mae:6125.08301 [666] validation_0-mae:4974.21436 validation_1-mae:6124.65137 [667] validation_0-mae:4973.00928 validation_1-mae:6124.16357 [668] validation_0-mae:4970.20312 validation_1-mae:6124.80713 [669] validation_0-mae:4969.32910 validation_1-mae:6124.70996 [670] validation_0-mae:4967.72803 validation_1-mae:6124.78369 [671] validation_0-mae:4966.46777 validation_1-mae:6125.37451 [672] validation_0-mae:4965.75195 validation_1-mae:6125.17773 [673] validation_0-mae:4965.01904 validation_1-mae:6125.03955 [674] validation_0-mae:4964.59277 validation_1-mae:6124.75928 [675] validation_0-mae:4963.81689 validation_1-mae:6124.35986 [676] validation_0-mae:4962.32568 validation_1-mae:6124.16406 [677] validation_0-mae:4960.67432 validation_1-mae:6123.75342 [678] validation_0-mae:4959.02686 validation_1-mae:6123.63281 [679] validation_0-mae:4957.58984 validation_1-mae:6124.11035 [680] validation_0-mae:4953.80615 validation_1-mae:6123.42920 [681] validation_0-mae:4950.49121 validation_1-mae:6122.14258 [682] validation_0-mae:4949.09228 validation_1-mae:6122.50098 [683] validation_0-mae:4947.90430 validation_1-mae:6122.32520 [684] validation_0-mae:4946.10742 validation_1-mae:6123.09131 [685] validation_0-mae:4945.33252 validation_1-mae:6122.81787 [686] validation_0-mae:4942.54785 validation_1-mae:6122.29639 [687] validation_0-mae:4940.08545 validation_1-mae:6121.67480 [688] validation_0-mae:4938.68262 validation_1-mae:6121.14355 [689] validation_0-mae:4936.80176 validation_1-mae:6120.80371 [690] validation_0-mae:4934.98291 validation_1-mae:6121.20557 [691] validation_0-mae:4933.08936 validation_1-mae:6120.51074 [692] validation_0-mae:4931.58203 validation_1-mae:6120.55859 [693] validation_0-mae:4930.40283 validation_1-mae:6120.29834 [694] validation_0-mae:4927.94385 validation_1-mae:6118.38867 [695] validation_0-mae:4926.74219 validation_1-mae:6118.62012 [696] validation_0-mae:4924.98096 validation_1-mae:6118.70996 [697] validation_0-mae:4923.93066 validation_1-mae:6118.97217 [698] validation_0-mae:4922.36328 validation_1-mae:6118.22949 [699] validation_0-mae:4920.29980 validation_1-mae:6117.43213 [700] validation_0-mae:4917.77783 validation_1-mae:6117.53369 [701] validation_0-mae:4916.43652 validation_1-mae:6117.05762 [702] validation_0-mae:4915.26318 validation_1-mae:6116.89746 [703] validation_0-mae:4913.91895 validation_1-mae:6116.92773 [704] validation_0-mae:4912.41113 validation_1-mae:6116.76318 [705] validation_0-mae:4911.10254 validation_1-mae:6116.44580 [706] validation_0-mae:4908.64990 validation_1-mae:6114.63916 [707] validation_0-mae:4907.30127 validation_1-mae:6114.32178 [708] validation_0-mae:4905.69434 validation_1-mae:6113.92334 [709] validation_0-mae:4904.77783 validation_1-mae:6113.42871 [710] validation_0-mae:4903.37549 validation_1-mae:6112.84619 [711] validation_0-mae:4901.87549 validation_1-mae:6112.99609 [712] validation_0-mae:4898.75781 validation_1-mae:6112.25244 [713] validation_0-mae:4897.85938 validation_1-mae:6111.98926 [714] validation_0-mae:4895.32031 validation_1-mae:6111.12500 [715] validation_0-mae:4891.91895 validation_1-mae:6110.74219 [716] validation_0-mae:4890.71387 validation_1-mae:6110.64258 [717] validation_0-mae:4889.36133 validation_1-mae:6110.03125 [718] validation_0-mae:4888.23926 validation_1-mae:6109.97461 [719] validation_0-mae:4887.80566 validation_1-mae:6109.92725 [720] validation_0-mae:4887.40625 validation_1-mae:6109.89941 [721] validation_0-mae:4885.54736 validation_1-mae:6109.08789 [722] validation_0-mae:4884.63623 validation_1-mae:6108.91455 [723] validation_0-mae:4883.37353 validation_1-mae:6109.07666 [724] validation_0-mae:4882.53955 validation_1-mae:6108.80029 [725] validation_0-mae:4882.07373 validation_1-mae:6108.51221 [726] validation_0-mae:4881.34668 validation_1-mae:6108.50049 [727] validation_0-mae:4877.58545 validation_1-mae:6107.90625 [728] validation_0-mae:4875.79834 validation_1-mae:6106.96094 [729] validation_0-mae:4874.39258 validation_1-mae:6106.67578 [730] validation_0-mae:4873.22510 validation_1-mae:6106.11670 [731] validation_0-mae:4871.89111 validation_1-mae:6105.90869 [732] validation_0-mae:4870.51807 validation_1-mae:6105.12305 [733] validation_0-mae:4869.15576 validation_1-mae:6104.99268 [734] validation_0-mae:4867.64062 validation_1-mae:6104.10254 [735] validation_0-mae:4865.76367 validation_1-mae:6103.96191 [736] validation_0-mae:4863.42871 validation_1-mae:6102.84814 [737] validation_0-mae:4862.37988 validation_1-mae:6102.52978 [738] validation_0-mae:4860.35303 validation_1-mae:6101.84619 [739] validation_0-mae:4859.14941 validation_1-mae:6101.90186 [740] validation_0-mae:4858.10449 validation_1-mae:6101.99365 [741] validation_0-mae:4858.03467 validation_1-mae:6102.05811 [742] validation_0-mae:4857.53760 validation_1-mae:6102.12402 [743] validation_0-mae:4855.96436 validation_1-mae:6101.58984 [744] validation_0-mae:4855.38428 validation_1-mae:6101.48438 [745] validation_0-mae:4853.53906 validation_1-mae:6101.34326 [746] validation_0-mae:4853.11230 validation_1-mae:6101.45654 [747] validation_0-mae:4850.82471 validation_1-mae:6101.00049 [748] validation_0-mae:4850.10742 validation_1-mae:6101.02197 [749] validation_0-mae:4848.79932 validation_1-mae:6101.28125 [750] validation_0-mae:4847.58740 validation_1-mae:6100.63086 [751] validation_0-mae:4847.52490 validation_1-mae:6100.68018 [752] validation_0-mae:4847.33398 validation_1-mae:6100.75684 [753] validation_0-mae:4846.63330 validation_1-mae:6100.46875 [754] validation_0-mae:4844.86719 validation_1-mae:6101.02783 [755] validation_0-mae:4841.75635 validation_1-mae:6101.64404 [756] validation_0-mae:4839.97461 validation_1-mae:6101.19824 [757] validation_0-mae:4837.65478 validation_1-mae:6100.61621 [758] validation_0-mae:4835.89941 validation_1-mae:6100.30322 [759] validation_0-mae:4834.59082 validation_1-mae:6099.90820 [760] validation_0-mae:4832.97559 validation_1-mae:6098.51855 [761] validation_0-mae:4832.16162 validation_1-mae:6098.26709 [762] validation_0-mae:4830.80273 validation_1-mae:6097.94727 [763] validation_0-mae:4828.81738 validation_1-mae:6097.64111 [764] validation_0-mae:4827.44189 validation_1-mae:6097.30615 [765] validation_0-mae:4825.45020 validation_1-mae:6096.97803 [766] validation_0-mae:4824.50684 validation_1-mae:6097.58252 [767] validation_0-mae:4821.55127 validation_1-mae:6095.95068 [768] validation_0-mae:4819.68897 validation_1-mae:6095.85645 [769] validation_0-mae:4818.80859 validation_1-mae:6095.72803 [770] validation_0-mae:4817.79248 validation_1-mae:6095.64502 [771] validation_0-mae:4816.31836 validation_1-mae:6096.00977 [772] validation_0-mae:4815.30127 validation_1-mae:6096.06201 [773] validation_0-mae:4814.75244 validation_1-mae:6096.26514 [774] validation_0-mae:4813.27002 validation_1-mae:6096.20166 [775] validation_0-mae:4812.07178 validation_1-mae:6096.27588 [776] validation_0-mae:4810.78857 validation_1-mae:6096.71191 [777] validation_0-mae:4808.10840 validation_1-mae:6096.54639 [778] validation_0-mae:4806.37109 validation_1-mae:6096.70605 [779] validation_0-mae:4802.95557 validation_1-mae:6096.41553 [780] validation_0-mae:4801.37158 validation_1-mae:6096.51514 [781] validation_0-mae:4800.73438 validation_1-mae:6096.73291 [782] validation_0-mae:4800.15869 validation_1-mae:6096.23047 [783] validation_0-mae:4798.22412 validation_1-mae:6095.45264 [784] validation_0-mae:4797.34863 validation_1-mae:6095.54346 [785] validation_0-mae:4795.26953 validation_1-mae:6095.01123 [786] validation_0-mae:4793.92090 validation_1-mae:6094.88037 [787] validation_0-mae:4793.18262 validation_1-mae:6095.29590 [788] validation_0-mae:4791.58154 validation_1-mae:6095.32715 [789] validation_0-mae:4790.70410 validation_1-mae:6095.59082 [790] validation_0-mae:4790.51416 validation_1-mae:6095.53711 [791] validation_0-mae:4789.09375 validation_1-mae:6095.87549 [792] validation_0-mae:4787.23438 validation_1-mae:6095.30469 [793] validation_0-mae:4786.46143 validation_1-mae:6095.23828 [794] validation_0-mae:4784.90332 validation_1-mae:6095.37061 [795] validation_0-mae:4783.46631 validation_1-mae:6095.32129 [796] validation_0-mae:4781.83789 validation_1-mae:6095.40381 [797] validation_0-mae:4780.85205 validation_1-mae:6095.23340 [798] validation_0-mae:4778.22754 validation_1-mae:6095.46680 [799] validation_0-mae:4777.17236 validation_1-mae:6095.62842 [800] validation_0-mae:4776.10791 validation_1-mae:6095.62695 [801] validation_0-mae:4775.23291 validation_1-mae:6095.28174 [802] validation_0-mae:4773.49805 validation_1-mae:6094.62695 [803] validation_0-mae:4772.58789 validation_1-mae:6094.77100 [804] validation_0-mae:4771.32568 validation_1-mae:6094.99023 [805] validation_0-mae:4769.62988 validation_1-mae:6096.50537 [806] validation_0-mae:4768.30078 validation_1-mae:6096.12305 [807] validation_0-mae:4765.98779 validation_1-mae:6093.85986 [808] validation_0-mae:4764.48730 validation_1-mae:6093.90625 [809] validation_0-mae:4763.86328 validation_1-mae:6093.95020 [810] validation_0-mae:4762.70459 validation_1-mae:6094.32324 [811] validation_0-mae:4760.50049 validation_1-mae:6094.17139 [812] validation_0-mae:4758.94824 validation_1-mae:6093.90527 [813] validation_0-mae:4757.11377 validation_1-mae:6094.05518 [814] validation_0-mae:4756.50586 validation_1-mae:6093.82666 [815] validation_0-mae:4755.42432 validation_1-mae:6094.23926 [816] validation_0-mae:4754.50439 validation_1-mae:6094.60205 [817] validation_0-mae:4752.87109 validation_1-mae:6094.25439 [818] validation_0-mae:4750.68066 validation_1-mae:6094.83545 [819] validation_0-mae:4749.61035 validation_1-mae:6095.12744 [820] validation_0-mae:4748.33203 validation_1-mae:6095.47314 [821] validation_0-mae:4747.51660 validation_1-mae:6095.30811 [822] validation_0-mae:4746.63232 validation_1-mae:6095.02734 [823] validation_0-mae:4745.81299 validation_1-mae:6094.89111 [824] validation_0-mae:4744.90967 validation_1-mae:6094.79004 [825] validation_0-mae:4744.21680 validation_1-mae:6094.70752 [826] validation_0-mae:4742.63477 validation_1-mae:6094.76025 [827] validation_0-mae:4740.64941 validation_1-mae:6095.00684 [828] validation_0-mae:4740.07959 validation_1-mae:6094.91309 [829] validation_0-mae:4739.32861 validation_1-mae:6094.90283 [830] validation_0-mae:4738.37256 validation_1-mae:6095.11768 [831] validation_0-mae:4736.50928 validation_1-mae:6095.48877 [832] validation_0-mae:4735.31689 validation_1-mae:6095.10840 [833] validation_0-mae:4733.39307 validation_1-mae:6095.01318 [834] validation_0-mae:4732.73682 validation_1-mae:6095.16016 [835] validation_0-mae:4731.96289 validation_1-mae:6095.26953 [836] validation_0-mae:4730.76025 validation_1-mae:6094.95264 [837] validation_0-mae:4729.72119 validation_1-mae:6094.87744 [838] validation_0-mae:4729.26953 validation_1-mae:6094.84375 [839] validation_0-mae:4727.84326 validation_1-mae:6095.35010 [840] validation_0-mae:4727.02100 validation_1-mae:6095.90869 [841] validation_0-mae:4725.30322 validation_1-mae:6095.75635 [842] validation_0-mae:4724.23975 validation_1-mae:6095.74756 [843] validation_0-mae:4722.60400 validation_1-mae:6095.45605 [844] validation_0-mae:4722.54004 validation_1-mae:6095.39453 [845] validation_0-mae:4721.46875 validation_1-mae:6095.13818 [846] validation_0-mae:4719.00586 validation_1-mae:6095.14355 [847] validation_0-mae:4717.86768 validation_1-mae:6094.76807 [848] validation_0-mae:4716.37500 validation_1-mae:6094.59277 [849] validation_0-mae:4715.50830 validation_1-mae:6094.96582 [850] validation_0-mae:4714.80273 validation_1-mae:6095.21143 [851] validation_0-mae:4713.92969 validation_1-mae:6095.44385 [852] validation_0-mae:4713.01514 validation_1-mae:6095.34863 [853] validation_0-mae:4712.01709 validation_1-mae:6094.86377 [854] validation_0-mae:4711.56982 validation_1-mae:6094.60889 [855] validation_0-mae:4709.70850 validation_1-mae:6093.72168 [856] validation_0-mae:4708.18945 validation_1-mae:6093.21484 [857] validation_0-mae:4707.14209 validation_1-mae:6093.81641 [858] validation_0-mae:4704.39502 validation_1-mae:6092.80273 [859] validation_0-mae:4702.72803 validation_1-mae:6092.91748 [860] validation_0-mae:4700.60986 validation_1-mae:6092.72217 [861] validation_0-mae:4699.62256 validation_1-mae:6092.76709 [862] validation_0-mae:4698.18359 validation_1-mae:6092.77686 [863] validation_0-mae:4696.97705 validation_1-mae:6092.78857 [864] validation_0-mae:4695.90576 validation_1-mae:6092.72656 [865] validation_0-mae:4694.58301 validation_1-mae:6092.74756 [866] validation_0-mae:4693.81250 validation_1-mae:6092.73047 [867] validation_0-mae:4693.48682 validation_1-mae:6092.52783 [868] validation_0-mae:4691.91260 validation_1-mae:6092.02539 [869] validation_0-mae:4690.70215 validation_1-mae:6091.92432 [870] validation_0-mae:4689.05420 validation_1-mae:6091.58740 [871] validation_0-mae:4687.59522 validation_1-mae:6091.27051 [872] validation_0-mae:4687.38037 validation_1-mae:6091.64160 [873] validation_0-mae:4686.87842 validation_1-mae:6091.73584 [874] validation_0-mae:4685.94873 validation_1-mae:6090.92578 [875] validation_0-mae:4684.86426 validation_1-mae:6090.66113 [876] validation_0-mae:4683.57715 validation_1-mae:6090.95264 [877] validation_0-mae:4682.86670 validation_1-mae:6091.12647 [878] validation_0-mae:4682.36377 validation_1-mae:6090.79102 [879] validation_0-mae:4680.77148 validation_1-mae:6090.38086 [880] validation_0-mae:4679.75488 validation_1-mae:6090.40186 [881] validation_0-mae:4678.60791 validation_1-mae:6090.66553 [882] validation_0-mae:4677.89941 validation_1-mae:6090.47266 [883] validation_0-mae:4676.56006 validation_1-mae:6090.76270 [884] validation_0-mae:4674.90430 validation_1-mae:6090.14307 [885] validation_0-mae:4674.54688 validation_1-mae:6090.05859 [886] validation_0-mae:4673.58936 validation_1-mae:6090.25537 [887] validation_0-mae:4673.06592 validation_1-mae:6090.28760 [888] validation_0-mae:4672.41406 validation_1-mae:6090.19580 [889] validation_0-mae:4671.77246 validation_1-mae:6090.32715 [890] validation_0-mae:4670.87353 validation_1-mae:6090.36230 [891] validation_0-mae:4669.98193 validation_1-mae:6091.37793 [892] validation_0-mae:4668.03027 validation_1-mae:6091.76758 [893] validation_0-mae:4666.66357 validation_1-mae:6091.11865 [894] validation_0-mae:4665.04590 validation_1-mae:6091.54785 [895] validation_0-mae:4664.27588 validation_1-mae:6091.90234 [896] validation_0-mae:4662.34473 validation_1-mae:6090.52881 [897] validation_0-mae:4660.78418 validation_1-mae:6089.65430 [898] validation_0-mae:4659.28955 validation_1-mae:6089.93945 [899] validation_0-mae:4657.46094 validation_1-mae:6090.02148 [900] validation_0-mae:4656.60742 validation_1-mae:6090.20557 [901] validation_0-mae:4654.82080 validation_1-mae:6089.96728 [902] validation_0-mae:4653.31982 validation_1-mae:6089.27881 [903] validation_0-mae:4651.56103 validation_1-mae:6088.78027 [904] validation_0-mae:4650.43018 validation_1-mae:6088.74561 [905] validation_0-mae:4649.72266 validation_1-mae:6089.03662 [906] validation_0-mae:4648.17871 validation_1-mae:6089.56494 [907] validation_0-mae:4646.63428 validation_1-mae:6089.56250 [908] validation_0-mae:4645.85986 validation_1-mae:6088.64209 [909] validation_0-mae:4643.43750 validation_1-mae:6088.21045 [910] validation_0-mae:4642.58887 validation_1-mae:6088.40088 [911] validation_0-mae:4641.33301 validation_1-mae:6088.51025 [912] validation_0-mae:4639.99121 validation_1-mae:6088.39258 [913] validation_0-mae:4639.08984 validation_1-mae:6088.22705 [914] validation_0-mae:4637.66211 validation_1-mae:6087.94971 [915] validation_0-mae:4636.93506 validation_1-mae:6087.71582 [916] validation_0-mae:4635.55762 validation_1-mae:6087.78418 [917] validation_0-mae:4634.49023 validation_1-mae:6087.37305 [918] validation_0-mae:4634.12109 validation_1-mae:6087.44043 [919] validation_0-mae:4632.87158 validation_1-mae:6087.78174 [920] validation_0-mae:4630.55322 validation_1-mae:6088.02539 [921] validation_0-mae:4629.42432 validation_1-mae:6087.77686 [922] validation_0-mae:4627.00586 validation_1-mae:6087.26270 [923] validation_0-mae:4625.16016 validation_1-mae:6086.27002 [924] validation_0-mae:4624.31885 validation_1-mae:6086.10156 [925] validation_0-mae:4622.81934 validation_1-mae:6086.58789 [926] validation_0-mae:4621.49268 validation_1-mae:6086.81543 [927] validation_0-mae:4620.03076 validation_1-mae:6086.81982 [928] validation_0-mae:4618.28223 validation_1-mae:6086.32080 [929] validation_0-mae:4616.97998 validation_1-mae:6086.22168 [930] validation_0-mae:4616.05908 validation_1-mae:6086.04736 [931] validation_0-mae:4615.20020 validation_1-mae:6085.47949 [932] validation_0-mae:4614.45166 validation_1-mae:6085.18555 [933] validation_0-mae:4614.34619 validation_1-mae:6085.34473 [934] validation_0-mae:4613.87061 validation_1-mae:6084.83936 [935] validation_0-mae:4611.65381 validation_1-mae:6084.62500 [936] validation_0-mae:4609.89209 validation_1-mae:6084.86133 [937] validation_0-mae:4608.39844 validation_1-mae:6084.95654 [938] validation_0-mae:4606.65869 validation_1-mae:6085.35596 [939] validation_0-mae:4605.05469 validation_1-mae:6085.69189 [940] validation_0-mae:4603.67871 validation_1-mae:6085.99365 [941] validation_0-mae:4601.81152 validation_1-mae:6085.63281 [942] validation_0-mae:4600.51123 validation_1-mae:6085.32373 [943] validation_0-mae:4599.03955 validation_1-mae:6085.66162 [944] validation_0-mae:4597.85547 validation_1-mae:6085.49805 [945] validation_0-mae:4596.00049 validation_1-mae:6085.08838 [946] validation_0-mae:4594.37012 validation_1-mae:6084.87744 [947] validation_0-mae:4592.69434 validation_1-mae:6084.09766 [948] validation_0-mae:4590.84814 validation_1-mae:6083.91455 [949] validation_0-mae:4589.72559 validation_1-mae:6084.07568 [950] validation_0-mae:4589.02832 validation_1-mae:6084.28516 [951] validation_0-mae:4587.94775 validation_1-mae:6083.81103 [952] validation_0-mae:4587.40381 validation_1-mae:6083.93848 [953] validation_0-mae:4587.36377 validation_1-mae:6083.97363 [954] validation_0-mae:4585.44434 validation_1-mae:6084.64160 [955] validation_0-mae:4584.11621 validation_1-mae:6083.89551 [956] validation_0-mae:4582.19922 validation_1-mae:6084.21680 [957] validation_0-mae:4581.54150 validation_1-mae:6084.35791 [958] validation_0-mae:4580.02930 validation_1-mae:6084.67822 [959] validation_0-mae:4578.65332 validation_1-mae:6084.43457 [960] validation_0-mae:4578.05420 validation_1-mae:6084.45361 [961] validation_0-mae:4577.71045 validation_1-mae:6084.56055 [962] validation_0-mae:4575.58105 validation_1-mae:6084.51514 [963] validation_0-mae:4574.10498 validation_1-mae:6084.82959 [964] validation_0-mae:4573.52637 validation_1-mae:6084.77588 [965] validation_0-mae:4571.75098 validation_1-mae:6085.38574 [966] validation_0-mae:4570.60547 validation_1-mae:6084.85449 [967] validation_0-mae:4569.21826 validation_1-mae:6084.76709 [968] validation_0-mae:4567.43408 validation_1-mae:6083.90137 [969] validation_0-mae:4566.64307 validation_1-mae:6084.09082 [970] validation_0-mae:4565.36328 validation_1-mae:6084.40576 [971] validation_0-mae:4563.53467 validation_1-mae:6084.64160 [972] validation_0-mae:4561.83789 validation_1-mae:6084.12647 [973] validation_0-mae:4560.60010 validation_1-mae:6083.94385 [974] validation_0-mae:4559.24072 validation_1-mae:6083.53955 [975] validation_0-mae:4557.03418 validation_1-mae:6083.05762 [976] validation_0-mae:4555.31103 validation_1-mae:6083.03564 [977] validation_0-mae:4554.09668 validation_1-mae:6082.32373 [978] validation_0-mae:4552.58301 validation_1-mae:6082.45117 [979] validation_0-mae:4551.89453 validation_1-mae:6082.64258 [980] validation_0-mae:4551.43408 validation_1-mae:6082.80322 [981] validation_0-mae:4550.35742 validation_1-mae:6082.62305 [982] validation_0-mae:4548.84180 validation_1-mae:6082.99268 [983] validation_0-mae:4547.74805 validation_1-mae:6083.50049 [984] validation_0-mae:4546.85840 validation_1-mae:6083.59522 [985] validation_0-mae:4545.51709 validation_1-mae:6083.39014 [986] validation_0-mae:4544.50537 validation_1-mae:6083.52832 [987] validation_0-mae:4543.14355 validation_1-mae:6083.10547 [988] validation_0-mae:4542.40918 validation_1-mae:6082.79248 [989] validation_0-mae:4541.23633 validation_1-mae:6082.65918 [990] validation_0-mae:4539.86670 validation_1-mae:6081.62549 [991] validation_0-mae:4538.94678 validation_1-mae:6081.51953 [992] validation_0-mae:4538.72656 validation_1-mae:6081.62158 [993] validation_0-mae:4537.50439 validation_1-mae:6081.20215 [994] validation_0-mae:4536.25439 validation_1-mae:6081.61914 [995] validation_0-mae:4535.19922 validation_1-mae:6081.08789 [996] validation_0-mae:4534.21631 validation_1-mae:6081.38379 [997] validation_0-mae:4533.79541 validation_1-mae:6081.64795 [998] validation_0-mae:4533.06006 validation_1-mae:6081.71045 [999] validation_0-mae:4532.40967 validation_1-mae:6081.64893 [1000] validation_0-mae:4531.41260 validation_1-mae:6081.29980 [1001] validation_0-mae:4530.92725 validation_1-mae:6081.49219 [1002] validation_0-mae:4530.23096 validation_1-mae:6081.79541 [1003] validation_0-mae:4528.35986 validation_1-mae:6082.11426 [1004] validation_0-mae:4526.77881 validation_1-mae:6082.06494 [1005] validation_0-mae:4525.44141 validation_1-mae:6081.77832 [1006] validation_0-mae:4524.19531 validation_1-mae:6081.82959 [1007] validation_0-mae:4523.90820 validation_1-mae:6081.96240 [1008] validation_0-mae:4523.31592 validation_1-mae:6081.97900 [1009] validation_0-mae:4521.94727 validation_1-mae:6082.15967 [1010] validation_0-mae:4521.09814 validation_1-mae:6082.18701 [1011] validation_0-mae:4520.03564 validation_1-mae:6082.37891 [1012] validation_0-mae:4518.48926 validation_1-mae:6082.42041 [1013] validation_0-mae:4517.94482 validation_1-mae:6082.38916 [1014] validation_0-mae:4517.46680 validation_1-mae:6082.61572 [1015] validation_0-mae:4515.73975 validation_1-mae:6082.28320 [1016] validation_0-mae:4514.03564 validation_1-mae:6081.35205 [1017] validation_0-mae:4512.18603 validation_1-mae:6080.79688 [1018] validation_0-mae:4510.66406 validation_1-mae:6080.48145 [1019] validation_0-mae:4509.42676 validation_1-mae:6080.15576 [1020] validation_0-mae:4508.63721 validation_1-mae:6080.26807 [1021] validation_0-mae:4508.23877 validation_1-mae:6080.32324 [1022] validation_0-mae:4507.35693 validation_1-mae:6080.24463 [1023] validation_0-mae:4505.44531 validation_1-mae:6080.68897 [1024] validation_0-mae:4504.85156 validation_1-mae:6080.79785 [1025] validation_0-mae:4503.32861 validation_1-mae:6080.87451 [1026] validation_0-mae:4501.61816 validation_1-mae:6080.51074 [1027] validation_0-mae:4500.90625 validation_1-mae:6080.61768 [1028] validation_0-mae:4500.55713 validation_1-mae:6080.92822 [1029] validation_0-mae:4499.80078 validation_1-mae:6080.94287 [1030] validation_0-mae:4499.03906 validation_1-mae:6080.83936 [1031] validation_0-mae:4498.82568 validation_1-mae:6080.80225 [1032] validation_0-mae:4498.59326 validation_1-mae:6080.96045 [1033] validation_0-mae:4498.34912 validation_1-mae:6081.14844 [1034] validation_0-mae:4497.09228 validation_1-mae:6081.89160 [1035] validation_0-mae:4495.63037 validation_1-mae:6081.70020 [1036] validation_0-mae:4494.38428 validation_1-mae:6081.22119 [1037] validation_0-mae:4493.00049 validation_1-mae:6081.00781 [1038] validation_0-mae:4491.62647 validation_1-mae:6080.35303 [1039] validation_0-mae:4490.44922 validation_1-mae:6080.04150 [1040] validation_0-mae:4489.17969 validation_1-mae:6079.65918 [1041] validation_0-mae:4488.13477 validation_1-mae:6079.36768 [1042] validation_0-mae:4486.33789 validation_1-mae:6078.92773 [1043] validation_0-mae:4485.17383 validation_1-mae:6079.16455 [1044] validation_0-mae:4484.49658 validation_1-mae:6079.56543 [1045] validation_0-mae:4483.59961 validation_1-mae:6079.74756 [1046] validation_0-mae:4482.76367 validation_1-mae:6079.92920 [1047] validation_0-mae:4482.22314 validation_1-mae:6080.31348 [1048] validation_0-mae:4482.18506 validation_1-mae:6080.38818 [1049] validation_0-mae:4481.14062 validation_1-mae:6080.33154 [1050] validation_0-mae:4480.09277 validation_1-mae:6080.91016 [1051] validation_0-mae:4479.62353 validation_1-mae:6080.66260 [1052] validation_0-mae:4479.12012 validation_1-mae:6080.53418 [1053] validation_0-mae:4479.09228 validation_1-mae:6080.54395 [1054] validation_0-mae:4478.11475 validation_1-mae:6080.33545 [1055] validation_0-mae:4476.63184 validation_1-mae:6080.16943 [1056] validation_0-mae:4475.62012 validation_1-mae:6080.15723 [1057] validation_0-mae:4474.52148 validation_1-mae:6079.94434 [1058] validation_0-mae:4473.18408 validation_1-mae:6080.28906 [1059] validation_0-mae:4472.56250 validation_1-mae:6080.49023 [1060] validation_0-mae:4471.20801 validation_1-mae:6080.82617 [1061] validation_0-mae:4469.60400 validation_1-mae:6080.74170 [1062] validation_0-mae:4468.40723 validation_1-mae:6080.67432 [1063] validation_0-mae:4467.27734 validation_1-mae:6080.46777 [1064] validation_0-mae:4466.37109 validation_1-mae:6080.64258 [1065] validation_0-mae:4465.14648 validation_1-mae:6080.63379 [1066] validation_0-mae:4464.66211 validation_1-mae:6080.39893 [1067] validation_0-mae:4463.19580 validation_1-mae:6080.22510 [1068] validation_0-mae:4462.63965 validation_1-mae:6079.90088 [1069] validation_0-mae:4460.93897 validation_1-mae:6079.61768 [1070] validation_0-mae:4459.72852 validation_1-mae:6079.72949 [1071] validation_0-mae:4458.66699 validation_1-mae:6079.68945 [1072] validation_0-mae:4458.02100 validation_1-mae:6079.07471 [1073] validation_0-mae:4456.57715 validation_1-mae:6079.16553 [1074] validation_0-mae:4454.38184 validation_1-mae:6078.66162 [1075] validation_0-mae:4452.93115 validation_1-mae:6078.49951 [1076] validation_0-mae:4450.34375 validation_1-mae:6078.33447 [1077] validation_0-mae:4449.64307 validation_1-mae:6078.41455 [1078] validation_0-mae:4449.19971 validation_1-mae:6078.42627 [1079] validation_0-mae:4448.28320 validation_1-mae:6077.92529 [1080] validation_0-mae:4447.99023 validation_1-mae:6078.20752 [1081] validation_0-mae:4447.67432 validation_1-mae:6078.10938 [1082] validation_0-mae:4447.20850 validation_1-mae:6078.08838 [1083] validation_0-mae:4446.45215 validation_1-mae:6078.19043 [1084] validation_0-mae:4445.07373 validation_1-mae:6077.76514 [1085] validation_0-mae:4443.28613 validation_1-mae:6076.93408 [1086] validation_0-mae:4441.80713 validation_1-mae:6076.71777 [1087] validation_0-mae:4440.97363 validation_1-mae:6076.77246 [1088] validation_0-mae:4439.49756 validation_1-mae:6077.13428 [1089] validation_0-mae:4438.46338 validation_1-mae:6076.74609 [1090] validation_0-mae:4437.82275 validation_1-mae:6076.66992 [1091] validation_0-mae:4437.29248 validation_1-mae:6076.46582 [1092] validation_0-mae:4435.94775 validation_1-mae:6076.43652 [1093] validation_0-mae:4434.61182 validation_1-mae:6076.37549 [1094] validation_0-mae:4433.36035 validation_1-mae:6075.26611 [1095] validation_0-mae:4431.60889 validation_1-mae:6074.02930 [1096] validation_0-mae:4430.16211 validation_1-mae:6073.54834 [1097] validation_0-mae:4428.63330 validation_1-mae:6073.11572 [1098] validation_0-mae:4427.59033 validation_1-mae:6072.79004 [1099] validation_0-mae:4425.88037 validation_1-mae:6072.49951 [1100] validation_0-mae:4424.62451 validation_1-mae:6072.21436 [1101] validation_0-mae:4423.51660 validation_1-mae:6072.08398 [1102] validation_0-mae:4422.02539 validation_1-mae:6070.96582 [1103] validation_0-mae:4421.41309 validation_1-mae:6070.72119 [1104] validation_0-mae:4420.82080 validation_1-mae:6070.50830 [1105] validation_0-mae:4419.40137 validation_1-mae:6070.11523 [1106] validation_0-mae:4418.72119 validation_1-mae:6070.00147 [1107] validation_0-mae:4417.88916 validation_1-mae:6069.96143 [1108] validation_0-mae:4417.23926 validation_1-mae:6070.06152 [1109] validation_0-mae:4416.67529 validation_1-mae:6070.32617 [1110] validation_0-mae:4415.72119 validation_1-mae:6070.49658 [1111] validation_0-mae:4414.58203 validation_1-mae:6069.93848 [1112] validation_0-mae:4413.58691 validation_1-mae:6069.49121 [1113] validation_0-mae:4412.36768 validation_1-mae:6069.25244 [1114] validation_0-mae:4411.41992 validation_1-mae:6069.08984 [1115] validation_0-mae:4410.24463 validation_1-mae:6068.88721 [1116] validation_0-mae:4409.64941 validation_1-mae:6069.50684 [1117] validation_0-mae:4408.62939 validation_1-mae:6070.03076 [1118] validation_0-mae:4408.03272 validation_1-mae:6070.03272 [1119] validation_0-mae:4407.24902 validation_1-mae:6069.57227 [1120] validation_0-mae:4406.27881 validation_1-mae:6070.12598 [1121] validation_0-mae:4404.67285 validation_1-mae:6070.37109 [1122] validation_0-mae:4403.02148 validation_1-mae:6070.27930 [1123] validation_0-mae:4402.32324 validation_1-mae:6070.35205 [1124] validation_0-mae:4401.91553 validation_1-mae:6070.30225 [1125] validation_0-mae:4399.93408 validation_1-mae:6069.72803 [1126] validation_0-mae:4398.88135 validation_1-mae:6069.84473 [1127] validation_0-mae:4397.30127 validation_1-mae:6069.55859 [1128] validation_0-mae:4396.43457 validation_1-mae:6069.38672 [1129] validation_0-mae:4394.88281 validation_1-mae:6068.94238 [1130] validation_0-mae:4393.44580 validation_1-mae:6068.53320 [1131] validation_0-mae:4392.70020 validation_1-mae:6068.56836 [1132] validation_0-mae:4391.73828 validation_1-mae:6068.34522 [1133] validation_0-mae:4391.03809 validation_1-mae:6068.36816 [1134] validation_0-mae:4389.79443 validation_1-mae:6068.39062 [1135] validation_0-mae:4388.95410 validation_1-mae:6068.36230 [1136] validation_0-mae:4387.62891 validation_1-mae:6068.81103 [1137] validation_0-mae:4385.39355 validation_1-mae:6068.05762 [1138] validation_0-mae:4383.72022 validation_1-mae:6068.15430 [1139] validation_0-mae:4382.05908 validation_1-mae:6067.73682 [1140] validation_0-mae:4380.31250 validation_1-mae:6067.50781 [1141] validation_0-mae:4378.84766 validation_1-mae:6067.92773 [1142] validation_0-mae:4377.85205 validation_1-mae:6067.79053 [1143] validation_0-mae:4376.77588 validation_1-mae:6067.09473 [1144] validation_0-mae:4375.64307 validation_1-mae:6067.69385 [1145] validation_0-mae:4374.68848 validation_1-mae:6067.38232 [1146] validation_0-mae:4373.04932 validation_1-mae:6067.33105 [1147] validation_0-mae:4372.47852 validation_1-mae:6067.27197 [1148] validation_0-mae:4370.81836 validation_1-mae:6067.14697 [1149] validation_0-mae:4370.32275 validation_1-mae:6067.43506 [1150] validation_0-mae:4369.47754 validation_1-mae:6067.28564 [1151] validation_0-mae:4368.57812 validation_1-mae:6066.91406 [1152] validation_0-mae:4366.93506 validation_1-mae:6066.56103 [1153] validation_0-mae:4365.69092 validation_1-mae:6065.95801 [1154] validation_0-mae:4364.71436 validation_1-mae:6065.82129 [1155] validation_0-mae:4363.53516 validation_1-mae:6066.28760 [1156] validation_0-mae:4362.79346 validation_1-mae:6066.15332 [1157] validation_0-mae:4362.46582 validation_1-mae:6066.11426 [1158] validation_0-mae:4361.37598 validation_1-mae:6065.94824 [1159] validation_0-mae:4360.81738 validation_1-mae:6066.02100 [1160] validation_0-mae:4360.29590 validation_1-mae:6066.18848 [1161] validation_0-mae:4359.41162 validation_1-mae:6065.85986 [1162] validation_0-mae:4358.07324 validation_1-mae:6066.30078 [1163] validation_0-mae:4357.42432 validation_1-mae:6066.25098 [1164] validation_0-mae:4356.41064 validation_1-mae:6065.71143 [1165] validation_0-mae:4355.41406 validation_1-mae:6065.72412 [1166] validation_0-mae:4354.47998 validation_1-mae:6066.09375 [1167] validation_0-mae:4353.13721 validation_1-mae:6066.30518 [1168] validation_0-mae:4352.55078 validation_1-mae:6065.92383 [1169] validation_0-mae:4352.06055 validation_1-mae:6066.09961 [1170] validation_0-mae:4351.24121 validation_1-mae:6066.05469 [1171] validation_0-mae:4350.34814 validation_1-mae:6066.01221 [1172] validation_0-mae:4349.26367 validation_1-mae:6066.59912 [1173] validation_0-mae:4348.08447 validation_1-mae:6066.44385 [1174] validation_0-mae:4347.16943 validation_1-mae:6066.26953 [1175] validation_0-mae:4346.17432 validation_1-mae:6065.69434 [1176] validation_0-mae:4344.07764 validation_1-mae:6065.14404 [1177] validation_0-mae:4343.75439 validation_1-mae:6065.05518 [1178] validation_0-mae:4342.55371 validation_1-mae:6064.95020 [1179] validation_0-mae:4341.83545 validation_1-mae:6064.93506 [1180] validation_0-mae:4341.59424 validation_1-mae:6064.93603 [1181] validation_0-mae:4341.55664 validation_1-mae:6064.96973 [1182] validation_0-mae:4340.73145 validation_1-mae:6065.07764 [1183] validation_0-mae:4339.72217 validation_1-mae:6064.46728 [1184] validation_0-mae:4338.80859 validation_1-mae:6064.73096 [1185] validation_0-mae:4338.38525 validation_1-mae:6064.70801 [1186] validation_0-mae:4338.30566 validation_1-mae:6064.70264 [1187] validation_0-mae:4338.22461 validation_1-mae:6064.75781 [1188] validation_0-mae:4337.90381 validation_1-mae:6064.53613 [1189] validation_0-mae:4337.00147 validation_1-mae:6064.62256 [1190] validation_0-mae:4336.08936 validation_1-mae:6064.61572 [1191] validation_0-mae:4334.81103 validation_1-mae:6065.17285 [1192] validation_0-mae:4333.50293 validation_1-mae:6065.46631 [1193] validation_0-mae:4332.31494 validation_1-mae:6065.10107 [1194] validation_0-mae:4331.18848 validation_1-mae:6064.33203 [1195] validation_0-mae:4330.10059 validation_1-mae:6064.08789 [1196] validation_0-mae:4328.47949 validation_1-mae:6063.95801 [1197] validation_0-mae:4326.77930 validation_1-mae:6063.54980 [1198] validation_0-mae:4325.85791 validation_1-mae:6063.36328 [1199] validation_0-mae:4324.92383 validation_1-mae:6063.30127 [1200] validation_0-mae:4323.86963 validation_1-mae:6063.13818 [1201] validation_0-mae:4322.50391 validation_1-mae:6062.82422 [1202] validation_0-mae:4321.57422 validation_1-mae:6062.99609 [1203] validation_0-mae:4320.75391 validation_1-mae:6062.76904 [1204] validation_0-mae:4319.83203 validation_1-mae:6062.51709 [1205] validation_0-mae:4318.29102 validation_1-mae:6063.43213 [1206] validation_0-mae:4316.70117 validation_1-mae:6063.48584 [1207] validation_0-mae:4316.53125 validation_1-mae:6063.48877 [1208] validation_0-mae:4315.86670 validation_1-mae:6063.95898 [1209] validation_0-mae:4315.51611 validation_1-mae:6063.95117 [1210] validation_0-mae:4313.93945 validation_1-mae:6063.83105 [1211] validation_0-mae:4313.88916 validation_1-mae:6063.90381 [1212] validation_0-mae:4313.32178 validation_1-mae:6063.95459 [1213] validation_0-mae:4312.51611 validation_1-mae:6064.10938 [1214] validation_0-mae:4310.48828 validation_1-mae:6063.76416 [1215] validation_0-mae:4308.69287 validation_1-mae:6064.05322 [1216] validation_0-mae:4307.94727 validation_1-mae:6064.42920 [1217] validation_0-mae:4307.50000 validation_1-mae:6064.46436 [1218] validation_0-mae:4306.40869 validation_1-mae:6065.16357 [1219] validation_0-mae:4304.84424 validation_1-mae:6064.97852 [1220] validation_0-mae:4304.41309 validation_1-mae:6065.02002 [1221] validation_0-mae:4303.95068 validation_1-mae:6064.68018 [1222] validation_0-mae:4303.01953 validation_1-mae:6064.84863 [1223] validation_0-mae:4302.68603 validation_1-mae:6064.65772 [1224] validation_0-mae:4301.64014 validation_1-mae:6065.03076 [1225] validation_0-mae:4300.45459 validation_1-mae:6065.31689 [1226] validation_0-mae:4299.52441 validation_1-mae:6065.19336 [1227] validation_0-mae:4298.62256 validation_1-mae:6064.92871 [1228] validation_0-mae:4297.39453 validation_1-mae:6064.45020 [1229] validation_0-mae:4296.76611 validation_1-mae:6064.85303 [1230] validation_0-mae:4295.90576 validation_1-mae:6064.65186 [1231] validation_0-mae:4295.06787 validation_1-mae:6064.63965 [1232] validation_0-mae:4294.40820 validation_1-mae:6064.42139 [1233] validation_0-mae:4293.95117 validation_1-mae:6064.35693 [1234] validation_0-mae:4293.39795 validation_1-mae:6064.80469 [1235] validation_0-mae:4292.94238 validation_1-mae:6065.40088 [1236] validation_0-mae:4292.22705 validation_1-mae:6065.20459 [1237] validation_0-mae:4291.50439 validation_1-mae:6064.86230 [1238] validation_0-mae:4290.85547 validation_1-mae:6064.57568 [1239] validation_0-mae:4289.01953 validation_1-mae:6065.12012 [1240] validation_0-mae:4287.68701 validation_1-mae:6065.18555 [1241] validation_0-mae:4286.76025 validation_1-mae:6065.07568 [1242] validation_0-mae:4285.59375 validation_1-mae:6065.30957 [1243] validation_0-mae:4284.74316 validation_1-mae:6065.64160 [1244] validation_0-mae:4284.11328 validation_1-mae:6065.73535 [1245] validation_0-mae:4283.44971 validation_1-mae:6065.58008 [1246] validation_0-mae:4282.54883 validation_1-mae:6065.62012 [1247] validation_0-mae:4281.65918 validation_1-mae:6065.52978 [1248] validation_0-mae:4280.11768 validation_1-mae:6065.51270 [1249] validation_0-mae:4279.84033 validation_1-mae:6065.45752 [1250] validation_0-mae:4278.89697 validation_1-mae:6065.06299 [1251] validation_0-mae:4277.74756 validation_1-mae:6065.21875 [1252] validation_0-mae:4276.65820 validation_1-mae:6065.33740 [1253] validation_0-mae:4275.08643 validation_1-mae:6065.54492 [1254] validation_0-mae:4274.23096 validation_1-mae:6065.49072 [1255] validation_0-mae:4272.49805 validation_1-mae:6065.51660 [1256] validation_0-mae:4271.32031 validation_1-mae:6065.34228 [1257] validation_0-mae:4271.07471 validation_1-mae:6065.56201 [1258] validation_0-mae:4270.59131 validation_1-mae:6065.23193 [1259] validation_0-mae:4270.05469 validation_1-mae:6064.72852 [1260] validation_0-mae:4269.04688 validation_1-mae:6064.57178 [1261] validation_0-mae:4268.26660 validation_1-mae:6064.60449 [1262] validation_0-mae:4267.12695 validation_1-mae:6064.70508 [1263] validation_0-mae:4265.42773 validation_1-mae:6064.60986 [1264] validation_0-mae:4264.92725 validation_1-mae:6064.64062 [1265] validation_0-mae:4264.27393 validation_1-mae:6064.60156 [1266] validation_0-mae:4263.91650 validation_1-mae:6064.43213 [1267] validation_0-mae:4262.48096 validation_1-mae:6064.20361 [1268] validation_0-mae:4262.15039 validation_1-mae:6064.12842 [1269] validation_0-mae:4260.67578 validation_1-mae:6064.04395 [1270] validation_0-mae:4259.91748 validation_1-mae:6063.73486 [1271] validation_0-mae:4259.37988 validation_1-mae:6064.01318 [1272] validation_0-mae:4258.48242 validation_1-mae:6063.81445 [1273] validation_0-mae:4257.35254 validation_1-mae:6063.45068 [1274] validation_0-mae:4256.36328 validation_1-mae:6063.47510 [1275] validation_0-mae:4255.05762 validation_1-mae:6063.28467 [1276] validation_0-mae:4253.67334 validation_1-mae:6063.63184 [1277] validation_0-mae:4252.59131 validation_1-mae:6063.41113 [1278] validation_0-mae:4251.98730 validation_1-mae:6063.24072 [1279] validation_0-mae:4250.74170 validation_1-mae:6063.17529 [1280] validation_0-mae:4249.44238 validation_1-mae:6063.22559 [1281] validation_0-mae:4248.74561 validation_1-mae:6063.50293 [1282] validation_0-mae:4247.69238 validation_1-mae:6063.21240 [1283] validation_0-mae:4246.66016 validation_1-mae:6063.21680 [1284] validation_0-mae:4246.06934 validation_1-mae:6063.68164 [1285] validation_0-mae:4245.62939 validation_1-mae:6063.56738 [1286] validation_0-mae:4244.79150 validation_1-mae:6063.51611 [1287] validation_0-mae:4243.86914 validation_1-mae:6063.67139 [1288] validation_0-mae:4243.25293 validation_1-mae:6063.97266 [1289] validation_0-mae:4242.05176 validation_1-mae:6064.51465 [1290] validation_0-mae:4241.03272 validation_1-mae:6064.45117 [1291] validation_0-mae:4240.47168 validation_1-mae:6064.71289 [1292] validation_0-mae:4239.68994 validation_1-mae:6064.68213 [1293] validation_0-mae:4238.76465 validation_1-mae:6064.70117 [1294] validation_0-mae:4238.19238 validation_1-mae:6064.59180 [1295] validation_0-mae:4237.63477 validation_1-mae:6064.54541 [1296] validation_0-mae:4236.33984 validation_1-mae:6064.68750 [1297] validation_0-mae:4235.29150 validation_1-mae:6065.10059 [1298] validation_0-mae:4234.62451 validation_1-mae:6065.04248 [1299] validation_0-mae:4233.33398 validation_1-mae:6064.47754 [1300] validation_0-mae:4232.61377 validation_1-mae:6064.39697 [1301] validation_0-mae:4232.51074 validation_1-mae:6064.41162 [1302] validation_0-mae:4232.01318 validation_1-mae:6064.58008 [1303] validation_0-mae:4230.81982 validation_1-mae:6064.43115 [1304] validation_0-mae:4229.97217 validation_1-mae:6064.35889 [1305] validation_0-mae:4228.85547 validation_1-mae:6064.96973 [1306] validation_0-mae:4228.06738 validation_1-mae:6064.67041 [1307] validation_0-mae:4227.38232 validation_1-mae:6064.77393 [1308] validation_0-mae:4226.09912 validation_1-mae:6064.46973 [1309] validation_0-mae:4226.08154 validation_1-mae:6064.48389 [1310] validation_0-mae:4225.59912 validation_1-mae:6064.45459 [1311] validation_0-mae:4224.22266 validation_1-mae:6064.91162 [1312] validation_0-mae:4222.75928 validation_1-mae:6064.65625 [1313] validation_0-mae:4221.52002 validation_1-mae:6064.86035 [1314] validation_0-mae:4221.07275 validation_1-mae:6064.74414 [1315] validation_0-mae:4220.15234 validation_1-mae:6064.69922 [1316] validation_0-mae:4219.16064 validation_1-mae:6063.81006 [1317] validation_0-mae:4218.62793 validation_1-mae:6063.80957 [1318] validation_0-mae:4216.96680 validation_1-mae:6064.39746 [1319] validation_0-mae:4216.24561 validation_1-mae:6064.47168 [1320] validation_0-mae:4215.14648 validation_1-mae:6064.94971 [1321] validation_0-mae:4214.84814 validation_1-mae:6064.81982 [1322] validation_0-mae:4214.18603 validation_1-mae:6065.21484 [1323] validation_0-mae:4213.96680 validation_1-mae:6065.48047 [1324] validation_0-mae:4212.96973 validation_1-mae:6065.30127 [1325] validation_0-mae:4212.41553 validation_1-mae:6065.30762 [1326] validation_0-mae:4211.89355 validation_1-mae:6065.22754 [1327] validation_0-mae:4211.39453 validation_1-mae:6065.37109 [1328] validation_0-mae:4210.90332 validation_1-mae:6065.60986 [1329] validation_0-mae:4210.01318 validation_1-mae:6065.83398 [1330] validation_0-mae:4209.17725 validation_1-mae:6065.43164 [1331] validation_0-mae:4207.63428 validation_1-mae:6065.72363 [1332] validation_0-mae:4207.08838 validation_1-mae:6065.55127 [1333] validation_0-mae:4206.59961 validation_1-mae:6065.64160 [1334] validation_0-mae:4205.43897 validation_1-mae:6065.84228 [1335] validation_0-mae:4203.63428 validation_1-mae:6066.97900 [1336] validation_0-mae:4202.36621 validation_1-mae:6066.97998 [1337] validation_0-mae:4201.31445 validation_1-mae:6066.80322 [1338] validation_0-mae:4200.46875 validation_1-mae:6066.81445 [1339] validation_0-mae:4199.30176 validation_1-mae:6066.97803 [1340] validation_0-mae:4198.91016 validation_1-mae:6066.83398 [1341] validation_0-mae:4198.25977 validation_1-mae:6067.02148 [1342] validation_0-mae:4197.39307 validation_1-mae:6067.40723 [1343] validation_0-mae:4196.50684 validation_1-mae:6067.50781 [1344] validation_0-mae:4195.49170 validation_1-mae:6067.75684 [1345] validation_0-mae:4195.04053 validation_1-mae:6067.62647 [1346] validation_0-mae:4194.48145 validation_1-mae:6067.76172 [1347] validation_0-mae:4193.65478 validation_1-mae:6067.97217 [1348] validation_0-mae:4192.97949 validation_1-mae:6067.93652 [1349] validation_0-mae:4192.70996 validation_1-mae:6068.18359 [1350] validation_0-mae:4191.56885 validation_1-mae:6068.45703 [1351] validation_0-mae:4190.30029 validation_1-mae:6069.05469 [1352] validation_0-mae:4189.66211 validation_1-mae:6069.83350 [1353] validation_0-mae:4188.48535 validation_1-mae:6070.09863 [1354] validation_0-mae:4188.15869 validation_1-mae:6070.18408 [1355] validation_0-mae:4186.95947 validation_1-mae:6070.58154 [1356] validation_0-mae:4185.38428 validation_1-mae:6070.51611 [1357] validation_0-mae:4183.93506 validation_1-mae:6070.85498 [1358] validation_0-mae:4183.29102 validation_1-mae:6071.05957 [1359] validation_0-mae:4181.69189 validation_1-mae:6070.16553 [1360] validation_0-mae:4180.67139 validation_1-mae:6070.09277 [1361] validation_0-mae:4179.87793 validation_1-mae:6069.92920 [1362] validation_0-mae:4179.09619 validation_1-mae:6070.06445 [1363] validation_0-mae:4177.90234 validation_1-mae:6070.11426 [1364] validation_0-mae:4176.79639 validation_1-mae:6070.84082 [1365] validation_0-mae:4175.19482 validation_1-mae:6070.72852 [1366] validation_0-mae:4174.40234 validation_1-mae:6070.94336 [1367] validation_0-mae:4173.44434 validation_1-mae:6070.97559 [1368] validation_0-mae:4172.21924 validation_1-mae:6070.66260 [1369] validation_0-mae:4171.10596 validation_1-mae:6070.36621 [1370] validation_0-mae:4170.02832 validation_1-mae:6070.08447 [1371] validation_0-mae:4169.22559 validation_1-mae:6069.83008 [1372] validation_0-mae:4168.58740 validation_1-mae:6069.82959 [1373] validation_0-mae:4167.22754 validation_1-mae:6070.25098 [1374] validation_0-mae:4165.75244 validation_1-mae:6069.90186 [1375] validation_0-mae:4164.55225 validation_1-mae:6069.55176 [1376] validation_0-mae:4163.76221 validation_1-mae:6069.59180 [1377] validation_0-mae:4162.62451 validation_1-mae:6069.03272 [1378] validation_0-mae:4161.90186 validation_1-mae:6069.24853 [1379] validation_0-mae:4160.93506 validation_1-mae:6069.31103 [1380] validation_0-mae:4160.32715 validation_1-mae:6069.41357 [1381] validation_0-mae:4159.80029 validation_1-mae:6069.18555 [1382] validation_0-mae:4159.18603 validation_1-mae:6069.46338 [1383] validation_0-mae:4158.22461 validation_1-mae:6069.36865 [1384] validation_0-mae:4157.26611 validation_1-mae:6068.87207 [1385] validation_0-mae:4156.40576 validation_1-mae:6069.21875 [1386] validation_0-mae:4155.42480 validation_1-mae:6069.54248 [1387] validation_0-mae:4154.85547 validation_1-mae:6069.78320 [1388] validation_0-mae:4153.76953 validation_1-mae:6069.69287 [1389] validation_0-mae:4151.92676 validation_1-mae:6069.77393 [1390] validation_0-mae:4151.33105 validation_1-mae:6069.42578 [1391] validation_0-mae:4150.14111 validation_1-mae:6069.38086 [1392] validation_0-mae:4149.34082 validation_1-mae:6069.16260 [1393] validation_0-mae:4148.88867 validation_1-mae:6069.25977 [1394] validation_0-mae:4147.84228 validation_1-mae:6069.11328 [1395] validation_0-mae:4146.25732 validation_1-mae:6069.27637 [1396] validation_0-mae:4145.29297 validation_1-mae:6069.24463 [1397] validation_0-mae:4144.70850 validation_1-mae:6069.13184 [1398] validation_0-mae:4143.86816 validation_1-mae:6069.09717 [1399] validation_0-mae:4143.17480 validation_1-mae:6068.78809 [1400] validation_0-mae:4141.78516 validation_1-mae:6068.65283 [1401] validation_0-mae:4140.25635 validation_1-mae:6069.02100 [1402] validation_0-mae:4139.36133 validation_1-mae:6068.69141 [1403] validation_0-mae:4138.34473 validation_1-mae:6068.65430 [1404] validation_0-mae:4137.41748 validation_1-mae:6068.80469 [1405] validation_0-mae:4136.64062 validation_1-mae:6068.88477 [1406] validation_0-mae:4135.22266 validation_1-mae:6068.33936 [1407] validation_0-mae:4134.85205 validation_1-mae:6068.52832 [1408] validation_0-mae:4134.42529 validation_1-mae:6068.66846 [1409] validation_0-mae:4133.52344 validation_1-mae:6068.70557 [1410] validation_0-mae:4132.88330 validation_1-mae:6068.64990 [1411] validation_0-mae:4131.94189 validation_1-mae:6068.60596 [1412] validation_0-mae:4131.25342 validation_1-mae:6068.97900 [1413] validation_0-mae:4130.06689 validation_1-mae:6068.53320 [1414] validation_0-mae:4129.22070 validation_1-mae:6068.45654 [1415] validation_0-mae:4128.60889 validation_1-mae:6068.27588 [1416] validation_0-mae:4128.17236 validation_1-mae:6068.11377 [1417] validation_0-mae:4127.79199 validation_1-mae:6068.47559 [1418] validation_0-mae:4126.96631 validation_1-mae:6068.21680 [1419] validation_0-mae:4126.07422 validation_1-mae:6068.43994 [1420] validation_0-mae:4125.18897 validation_1-mae:6068.29297 [1421] validation_0-mae:4124.53369 validation_1-mae:6068.03613 [1422] validation_0-mae:4124.25342 validation_1-mae:6068.00977 [1423] validation_0-mae:4123.38721 validation_1-mae:6067.63281 [1424] validation_0-mae:4122.03662 validation_1-mae:6067.99414 [1425] validation_0-mae:4121.72803 validation_1-mae:6068.16357 [1426] validation_0-mae:4120.98730 validation_1-mae:6067.80762 [1427] validation_0-mae:4120.76221 validation_1-mae:6067.76904 [1428] validation_0-mae:4119.93701 validation_1-mae:6067.74463 [1429] validation_0-mae:4119.15772 validation_1-mae:6067.57861 [1430] validation_0-mae:4117.74365 validation_1-mae:6068.32227 [1431] validation_0-mae:4117.19189 validation_1-mae:6068.23877 [1432] validation_0-mae:4116.35645 validation_1-mae:6068.26318 [1433] validation_0-mae:4115.48145 validation_1-mae:6068.00098 [1434] validation_0-mae:4114.62402 validation_1-mae:6067.71680 [1435] validation_0-mae:4113.73584 validation_1-mae:6067.76514 [1436] validation_0-mae:4113.35840 validation_1-mae:6068.00781 [1437] validation_0-mae:4112.38623 validation_1-mae:6067.97998 [1438] validation_0-mae:4111.52588 validation_1-mae:6068.66357 [1439] validation_0-mae:4110.76855 validation_1-mae:6068.38672 [1440] validation_0-mae:4109.33447 validation_1-mae:6068.28418 [1441] validation_0-mae:4108.63477 validation_1-mae:6068.37109 [1442] validation_0-mae:4107.88770 validation_1-mae:6068.27393 [1443] validation_0-mae:4106.61328 validation_1-mae:6068.12109 [1444] validation_0-mae:4105.14453 validation_1-mae:6068.25830 [1445] validation_0-mae:4103.61670 validation_1-mae:6068.52441 [1446] validation_0-mae:4102.58545 validation_1-mae:6068.61670 [1447] validation_0-mae:4101.92041 validation_1-mae:6068.90869 [1448] validation_0-mae:4101.24853 validation_1-mae:6069.97070 [1449] validation_0-mae:4100.58740 validation_1-mae:6070.29834 [1450] validation_0-mae:4099.11621 validation_1-mae:6070.41699 [1451] validation_0-mae:4097.98730 validation_1-mae:6070.54053 [1452] validation_0-mae:4097.91797 validation_1-mae:6070.50537 [1453] validation_0-mae:4097.30713 validation_1-mae:6070.48633 [1454] validation_0-mae:4096.40772 validation_1-mae:6070.15332 [1455] validation_0-mae:4094.78613 validation_1-mae:6069.52734 [1456] validation_0-mae:4094.02612 validation_1-mae:6069.20508 [1457] validation_0-mae:4093.07519 validation_1-mae:6069.09326 [1458] validation_0-mae:4092.27075 validation_1-mae:6069.03076 [1459] validation_0-mae:4091.10644 validation_1-mae:6068.85840 [1460] validation_0-mae:4090.58618 validation_1-mae:6069.05518 [1461] validation_0-mae:4089.50952 validation_1-mae:6068.80859 [1462] validation_0-mae:4088.49756 validation_1-mae:6069.62695 [1463] validation_0-mae:4087.50732 validation_1-mae:6069.61230 [1464] validation_0-mae:4086.56787 validation_1-mae:6069.13232 [1465] validation_0-mae:4085.69507 validation_1-mae:6069.14062 [1466] validation_0-mae:4084.92407 validation_1-mae:6069.04541 [1467] validation_0-mae:4083.65088 validation_1-mae:6069.12647 [1468] validation_0-mae:4082.41187 validation_1-mae:6068.95898 [1469] validation_0-mae:4081.59082 validation_1-mae:6068.71973 [1470] validation_0-mae:4080.59766 validation_1-mae:6068.76123 [1471] validation_0-mae:4078.52051 validation_1-mae:6068.42041 [1472] validation_0-mae:4077.20923 validation_1-mae:6067.86816 [1473] validation_0-mae:4076.28809 validation_1-mae:6068.20850 [1474] validation_0-mae:4074.90527 validation_1-mae:6068.43848 [1475] validation_0-mae:4073.67481 validation_1-mae:6068.13232 [1476] validation_0-mae:4072.61279 validation_1-mae:6068.12891 [1477] validation_0-mae:4071.27612 validation_1-mae:6068.58984 [1478] validation_0-mae:4070.31421 validation_1-mae:6068.87353 [1479] validation_0-mae:4069.57471 validation_1-mae:6069.42627 [1480] validation_0-mae:4068.65601 validation_1-mae:6069.73242 [1481] validation_0-mae:4068.12231 validation_1-mae:6070.01807 [1482] validation_0-mae:4067.04981 validation_1-mae:6069.78467 [1483] validation_0-mae:4066.15576 validation_1-mae:6069.73340 [1484] validation_0-mae:4065.34424 validation_1-mae:6069.26514 [1485] validation_0-mae:4064.23608 validation_1-mae:6069.54150 [1486] validation_0-mae:4063.34106 validation_1-mae:6069.23926 [1487] validation_0-mae:4062.38550 validation_1-mae:6069.06543 [1488] validation_0-mae:4061.41602 validation_1-mae:6069.37158 [1489] validation_0-mae:4060.26562 validation_1-mae:6069.45068 [1490] validation_0-mae:4059.83032 validation_1-mae:6069.22266 [1491] validation_0-mae:4058.74097 validation_1-mae:6069.30420 [1492] validation_0-mae:4058.20068 validation_1-mae:6069.39258 [1493] validation_0-mae:4057.48633 validation_1-mae:6069.30469 [1494] validation_0-mae:4056.59888 validation_1-mae:6069.38525 [1495] validation_0-mae:4056.12671 validation_1-mae:6069.33936 [1496] validation_0-mae:4055.81812 validation_1-mae:6069.28711 [1497] validation_0-mae:4055.20215 validation_1-mae:6069.26465 [1498] validation_0-mae:4054.03735 validation_1-mae:6069.10156 [1499] validation_0-mae:4053.21875 validation_1-mae:6068.93457 [1500] validation_0-mae:4052.68701 validation_1-mae:6068.98389 [1501] validation_0-mae:4051.83081 validation_1-mae:6068.79932 [1502] validation_0-mae:4051.22437 validation_1-mae:6068.84180 [1503] validation_0-mae:4050.78320 validation_1-mae:6068.93311 [1504] validation_0-mae:4049.65210 validation_1-mae:6068.99219 [1505] validation_0-mae:4048.42383 validation_1-mae:6068.54541 [1506] validation_0-mae:4047.53296 validation_1-mae:6068.48291 [1507] validation_0-mae:4046.55127 validation_1-mae:6068.57422 [1508] validation_0-mae:4045.18213 validation_1-mae:6068.32471 [1509] validation_0-mae:4044.80933 validation_1-mae:6068.14453 [1510] validation_0-mae:4043.79321 validation_1-mae:6068.23389 [1511] validation_0-mae:4042.47900 validation_1-mae:6068.51416 [1512] validation_0-mae:4041.45288 validation_1-mae:6069.16455 [1513] validation_0-mae:4040.61865 validation_1-mae:6069.23682 [1514] validation_0-mae:4039.46924 validation_1-mae:6069.35791 [1515] validation_0-mae:4038.83813 validation_1-mae:6069.35303 [1516] validation_0-mae:4037.95483 validation_1-mae:6069.90478 [1517] validation_0-mae:4036.98584 validation_1-mae:6069.93506 [1518] validation_0-mae:4035.79981 validation_1-mae:6069.91699 [1519] validation_0-mae:4034.87646 validation_1-mae:6070.18359 [1520] validation_0-mae:4033.53564 validation_1-mae:6069.79443 [1521] validation_0-mae:4032.65210 validation_1-mae:6070.01318 [1522] validation_0-mae:4032.04419 validation_1-mae:6069.82910 [1523] validation_0-mae:4030.61743 validation_1-mae:6070.20068 [1524] validation_0-mae:4029.86377 validation_1-mae:6070.22852 [1525] validation_0-mae:4029.11890 validation_1-mae:6070.53516 [1526] validation_0-mae:4027.70581 validation_1-mae:6070.31738 [1527] validation_0-mae:4026.63696 validation_1-mae:6070.62012 [1528] validation_0-mae:4025.83984 validation_1-mae:6070.62109 [1529] validation_0-mae:4025.25855 validation_1-mae:6070.52588 [1530] validation_0-mae:4024.51343 validation_1-mae:6070.94385 [1531] validation_0-mae:4023.13086 validation_1-mae:6070.50879 [1532] validation_0-mae:4022.42358 validation_1-mae:6070.14453 [1533] validation_0-mae:4022.13037 validation_1-mae:6070.03076 [1534] validation_0-mae:4021.67358 validation_1-mae:6070.42188 [1535] validation_0-mae:4020.64307 validation_1-mae:6070.61133 [1536] validation_0-mae:4020.15161 validation_1-mae:6070.45508 [1537] validation_0-mae:4018.70679 validation_1-mae:6071.03613 [1538] validation_0-mae:4017.63013 validation_1-mae:6070.86328 [1539] validation_0-mae:4016.56812 validation_1-mae:6071.10791 [1540] validation_0-mae:4015.42041 validation_1-mae:6070.75879 [1541] validation_0-mae:4014.33276 validation_1-mae:6070.34424 [1542] validation_0-mae:4013.27002 validation_1-mae:6070.65283 [1543] validation_0-mae:4011.85913 validation_1-mae:6071.07715 [1544] validation_0-mae:4010.94702 validation_1-mae:6070.79590 [1545] validation_0-mae:4010.18481 validation_1-mae:6070.91455 [1546] validation_0-mae:4009.68677 validation_1-mae:6071.28320 [1547] validation_0-mae:4009.30005 validation_1-mae:6071.06103 [1548] validation_0-mae:4008.13818 validation_1-mae:6071.00195 [1549] validation_0-mae:4006.75610 validation_1-mae:6071.56250 [1550] validation_0-mae:4006.07593 validation_1-mae:6071.63184 [1551] validation_0-mae:4004.98828 validation_1-mae:6072.12012 [1552] validation_0-mae:4004.72461 validation_1-mae:6071.98730 [1553] validation_0-mae:4004.37451 validation_1-mae:6072.13574 [1554] validation_0-mae:4004.22241 validation_1-mae:6072.14453 [1555] validation_0-mae:4003.15698 validation_1-mae:6072.31885 [1556] validation_0-mae:4002.41431 validation_1-mae:6072.30420 [1557] validation_0-mae:4001.20068 validation_1-mae:6072.21631 [1558] validation_0-mae:4000.79468 validation_1-mae:6072.15918 [1559] validation_0-mae:3999.95264 validation_1-mae:6072.22119 [1560] validation_0-mae:3999.69116 validation_1-mae:6072.35303 [1561] validation_0-mae:3998.88208 validation_1-mae:6072.74072 [1562] validation_0-mae:3998.34912 validation_1-mae:6073.06152 [1563] validation_0-mae:3997.56445 validation_1-mae:6072.56494 [1564] validation_0-mae:3996.87158 validation_1-mae:6072.76318 [1565] validation_0-mae:3996.62524 validation_1-mae:6072.65088 [1566] validation_0-mae:3996.36035 validation_1-mae:6072.59375 [1567] validation_0-mae:3995.36670 validation_1-mae:6072.33838 [1568] validation_0-mae:3994.44360 validation_1-mae:6072.49365 [1569] validation_0-mae:3993.78735 validation_1-mae:6073.06006 [1570] validation_0-mae:3993.43042 validation_1-mae:6073.13428 [1571] validation_0-mae:3993.41650 validation_1-mae:6073.17578 [1572] validation_0-mae:3992.76978 validation_1-mae:6073.16650 [1573] validation_0-mae:3992.64844 validation_1-mae:6073.37402 [1574] validation_0-mae:3991.73022 validation_1-mae:6073.07324 [1575] validation_0-mae:3990.87964 validation_1-mae:6073.06348 [1576] validation_0-mae:3989.79785 validation_1-mae:6073.04102 [1577] validation_0-mae:3988.95190 validation_1-mae:6073.07764 [1578] validation_0-mae:3988.16138 validation_1-mae:6073.19189 [1579] validation_0-mae:3987.44287 validation_1-mae:6073.24414 [1580] validation_0-mae:3985.99121 validation_1-mae:6073.07129 [1581] validation_0-mae:3985.14673 validation_1-mae:6073.22998 [1582] validation_0-mae:3984.59692 validation_1-mae:6073.11377 [1583] validation_0-mae:3984.35352 validation_1-mae:6073.10498 [1584] validation_0-mae:3982.84741 validation_1-mae:6073.17969 [1585] validation_0-mae:3981.96631 validation_1-mae:6072.94873 [1586] validation_0-mae:3981.33838 validation_1-mae:6072.92920 [1587] validation_0-mae:3981.08936 validation_1-mae:6072.82178 [1588] validation_0-mae:3980.07642 validation_1-mae:6072.19238 [1589] validation_0-mae:3979.72046 validation_1-mae:6072.45850 [1590] validation_0-mae:3978.70239 validation_1-mae:6072.02490 [1591] validation_0-mae:3978.06763 validation_1-mae:6072.23975 [1592] validation_0-mae:3977.02979 validation_1-mae:6071.90772 [1593] validation_0-mae:3975.79297 validation_1-mae:6071.53955 [1594] validation_0-mae:3974.95776 validation_1-mae:6071.27783 [1595] validation_0-mae:3974.24829 validation_1-mae:6071.36670 [1596] validation_0-mae:3973.41357 validation_1-mae:6071.07910 [1597] validation_0-mae:3972.15405 validation_1-mae:6071.11230 [1598] validation_0-mae:3971.44238 validation_1-mae:6070.81250 [1599] validation_0-mae:3970.30225 validation_1-mae:6071.33008 [1600] validation_0-mae:3969.16431 validation_1-mae:6071.06006 [1601] validation_0-mae:3968.09058 validation_1-mae:6070.41455 [1602] validation_0-mae:3967.03345 validation_1-mae:6070.20117 [1603] validation_0-mae:3965.88843 validation_1-mae:6070.08252 [1604] validation_0-mae:3965.52588 validation_1-mae:6070.12402 [1605] validation_0-mae:3964.81128 validation_1-mae:6070.22217 [1606] validation_0-mae:3964.08936 validation_1-mae:6070.16943 [1607] validation_0-mae:3963.48608 validation_1-mae:6070.35449 [1608] validation_0-mae:3963.03467 validation_1-mae:6070.54980 [1609] validation_0-mae:3962.27783 validation_1-mae:6070.56934 [1610] validation_0-mae:3961.85230 validation_1-mae:6070.52832 [1611] validation_0-mae:3961.37500 validation_1-mae:6070.39697 [1612] validation_0-mae:3960.65356 validation_1-mae:6070.45801 [1613] validation_0-mae:3959.69727 validation_1-mae:6070.17822 [1614] validation_0-mae:3959.11621 validation_1-mae:6070.09375 [1615] validation_0-mae:3957.71899 validation_1-mae:6069.89795 [1616] validation_0-mae:3956.52661 validation_1-mae:6070.04004 [1617] validation_0-mae:3955.40649 validation_1-mae:6069.93701 [1618] validation_0-mae:3954.00366 validation_1-mae:6069.93799 [1619] validation_0-mae:3952.72510 validation_1-mae:6070.24853 [1620] validation_0-mae:3951.37109 validation_1-mae:6070.02002 [1621] validation_0-mae:3949.96558 validation_1-mae:6070.42285 [1622] validation_0-mae:3949.39014 validation_1-mae:6070.52637 [1623] validation_0-mae:3948.46973 validation_1-mae:6070.94629 [1624] validation_0-mae:3947.41577 validation_1-mae:6070.84082 [1625] validation_0-mae:3946.23755 validation_1-mae:6070.33838 [1626] validation_0-mae:3945.54077 validation_1-mae:6070.22266 [1627] validation_0-mae:3944.59082 validation_1-mae:6070.22656 [1628] validation_0-mae:3943.91187 validation_1-mae:6070.44141 [1629] validation_0-mae:3943.12915 validation_1-mae:6070.03711 [1630] validation_0-mae:3942.11523 validation_1-mae:6070.47559 [1631] validation_0-mae:3940.98535 validation_1-mae:6070.73486 [1632] validation_0-mae:3940.16821 validation_1-mae:6070.95361 [1633] validation_0-mae:3938.85767 validation_1-mae:6070.38086 [1634] validation_0-mae:3938.15161 validation_1-mae:6069.98926 [1635] validation_0-mae:3937.90063 validation_1-mae:6070.15918 [1636] validation_0-mae:3936.93628 validation_1-mae:6069.77441 [1637] validation_0-mae:3936.31934 validation_1-mae:6069.55225 [1638] validation_0-mae:3935.89502 validation_1-mae:6069.44678 [1639] validation_0-mae:3935.52759 validation_1-mae:6069.67822 [1640] validation_0-mae:3935.08423 validation_1-mae:6069.87988 [1641] validation_0-mae:3934.55054 validation_1-mae:6069.90772 [1642] validation_0-mae:3934.28613 validation_1-mae:6070.03857 [1643] validation_0-mae:3933.81226 validation_1-mae:6070.25537 [1644] validation_0-mae:3933.43140 validation_1-mae:6070.27344 [1645] validation_0-mae:3932.89380 validation_1-mae:6069.85645 [1646] validation_0-mae:3932.41284 validation_1-mae:6069.70068 [1647] validation_0-mae:3931.76392 validation_1-mae:6069.87158 [1648] validation_0-mae:3930.57422 validation_1-mae:6070.48047 [1649] validation_0-mae:3930.16333 validation_1-mae:6070.34424 [1650] validation_0-mae:3929.52368 validation_1-mae:6070.25293 [1651] validation_0-mae:3929.40503 validation_1-mae:6070.26514 [1652] validation_0-mae:3928.78687 validation_1-mae:6070.65088 [1653] validation_0-mae:3927.87329 validation_1-mae:6070.17676 [1654] validation_0-mae:3927.24268 validation_1-mae:6070.21143 [1655] validation_0-mae:3926.01880 validation_1-mae:6069.83203 [1656] validation_0-mae:3925.25708 validation_1-mae:6069.88623 [1657] validation_0-mae:3923.97363 validation_1-mae:6070.07373 [1658] validation_0-mae:3922.75952 validation_1-mae:6070.59570 [1659] validation_0-mae:3921.96655 validation_1-mae:6070.78320 [1660] validation_0-mae:3920.96313 validation_1-mae:6070.58447 [1661] validation_0-mae:3919.96020 validation_1-mae:6071.03125 [1662] validation_0-mae:3919.85742 validation_1-mae:6071.08789 [1663] validation_0-mae:3919.77173 validation_1-mae:6071.16992 [1664] validation_0-mae:3919.40771 validation_1-mae:6070.91357 [1665] validation_0-mae:3918.38452 validation_1-mae:6071.05029 [1666] validation_0-mae:3917.56763 validation_1-mae:6070.69141 [1667] validation_0-mae:3916.51416 validation_1-mae:6070.93457 [1668] validation_0-mae:3915.55469 validation_1-mae:6070.80811 [1669] validation_0-mae:3913.96875 validation_1-mae:6070.99707 [1670] validation_0-mae:3913.22217 validation_1-mae:6070.82275 [1671] validation_0-mae:3911.47559 validation_1-mae:6071.24902 [1672] validation_0-mae:3910.58813 validation_1-mae:6071.41650 [1673] validation_0-mae:3909.18896 validation_1-mae:6071.72412 [1674] validation_0-mae:3908.26099 validation_1-mae:6071.90234 [1675] validation_0-mae:3907.50903 validation_1-mae:6071.61816 [1676] validation_0-mae:3906.11670 validation_1-mae:6071.87109 [1677] validation_0-mae:3905.42065 validation_1-mae:6072.06055 [1678] validation_0-mae:3904.37329 validation_1-mae:6072.59668 [1679] validation_0-mae:3903.54394 validation_1-mae:6072.07324 [1680] validation_0-mae:3902.78320 validation_1-mae:6072.42920 [1681] validation_0-mae:3901.75806 validation_1-mae:6072.55420 [1682] validation_0-mae:3900.71143 validation_1-mae:6071.97168 [1683] validation_0-mae:3900.12012 validation_1-mae:6071.97754 [1684] validation_0-mae:3898.74683 validation_1-mae:6072.18115 [1685] validation_0-mae:3897.86865 validation_1-mae:6072.33545 [1686] validation_0-mae:3897.06470 validation_1-mae:6072.34033 [1687] validation_0-mae:3896.30298 validation_1-mae:6071.81836 [1688] validation_0-mae:3895.08838 validation_1-mae:6072.16553 [1689] validation_0-mae:3894.39600 validation_1-mae:6071.66553 [1690] validation_0-mae:3893.56958 validation_1-mae:6071.34668 [1691] validation_0-mae:3892.65210 validation_1-mae:6070.95117 [1692] validation_0-mae:3891.87915 validation_1-mae:6071.02930 [1693] validation_0-mae:3891.49878 validation_1-mae:6071.02783 [1694] validation_0-mae:3890.74780 validation_1-mae:6070.70459 [1695] validation_0-mae:3889.63965 validation_1-mae:6070.59863 [1696] validation_0-mae:3889.06567 validation_1-mae:6070.53906 [1697] validation_0-mae:3888.74390 validation_1-mae:6070.37939 [1698] validation_0-mae:3888.26123 validation_1-mae:6070.58252 [1699] validation_0-mae:3888.20874 validation_1-mae:6070.58350 Dropping: oryginal [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20745.88867 [4] validation_0-mae:19043.08594 validation_1-mae:18783.02148 [5] validation_0-mae:17301.18555 validation_1-mae:17050.82422 [6] validation_0-mae:15788.85156 validation_1-mae:15546.00586 [7] validation_0-mae:14475.86523 validation_1-mae:14245.83789 [8] validation_0-mae:13346.72363 validation_1-mae:13123.64844 [9] validation_0-mae:12383.51367 validation_1-mae:12163.87012 [10] validation_0-mae:11563.51367 validation_1-mae:11347.74512 [11] validation_0-mae:10874.35449 validation_1-mae:10666.29981 [12] validation_0-mae:10304.22168 validation_1-mae:10103.88086 [13] validation_0-mae:9819.80371 validation_1-mae:9623.30957 [14] validation_0-mae:9418.70606 validation_1-mae:9232.83984 [15] validation_0-mae:9084.22363 validation_1-mae:8905.41797 [16] validation_0-mae:8802.57812 validation_1-mae:8634.02246 [17] validation_0-mae:8567.55664 validation_1-mae:8408.41016 [18] validation_0-mae:8374.81055 validation_1-mae:8220.28320 [19] validation_0-mae:8212.58887 validation_1-mae:8066.61133 [20] validation_0-mae:8070.96777 validation_1-mae:7941.99561 [21] validation_0-mae:7947.68457 validation_1-mae:7833.69971 [22] validation_0-mae:7848.43018 validation_1-mae:7743.73535 [23] validation_0-mae:7764.05371 validation_1-mae:7671.50879 [24] validation_0-mae:7680.64307 validation_1-mae:7595.64209 [25] validation_0-mae:7612.70557 validation_1-mae:7539.28955 [26] validation_0-mae:7556.82568 validation_1-mae:7492.52734 [27] validation_0-mae:7497.41895 validation_1-mae:7439.73535 [28] validation_0-mae:7442.96826 validation_1-mae:7392.47119 [29] validation_0-mae:7397.47412 validation_1-mae:7351.71680 [30] validation_0-mae:7356.86572 validation_1-mae:7317.02002 [31] validation_0-mae:7327.34668 validation_1-mae:7295.52637 [32] validation_0-mae:7296.28955 validation_1-mae:7273.19629 [33] validation_0-mae:7267.05078 validation_1-mae:7252.60693 [34] validation_0-mae:7235.14990 validation_1-mae:7229.06689 [35] validation_0-mae:7214.58936 validation_1-mae:7211.65478 [36] validation_0-mae:7193.09180 validation_1-mae:7201.45508 [37] validation_0-mae:7172.98291 validation_1-mae:7191.47510 [38] validation_0-mae:7151.24756 validation_1-mae:7175.36865 [39] validation_0-mae:7127.37012 validation_1-mae:7158.21045 [40] validation_0-mae:7107.44824 validation_1-mae:7143.91016 [41] validation_0-mae:7082.70410 validation_1-mae:7123.49561 [42] validation_0-mae:7057.93311 validation_1-mae:7101.69141 [43] validation_0-mae:7039.85791 validation_1-mae:7093.93652 [44] validation_0-mae:7027.23975 validation_1-mae:7085.09522 [45] validation_0-mae:7008.82959 validation_1-mae:7070.61963 [46] validation_0-mae:6994.32178 validation_1-mae:7064.80762 [47] validation_0-mae:6979.72754 validation_1-mae:7053.30469 [48] validation_0-mae:6965.78027 validation_1-mae:7044.06397 [49] validation_0-mae:6947.57617 validation_1-mae:7031.38574 [50] validation_0-mae:6929.04395 validation_1-mae:7014.23096 [51] validation_0-mae:6916.81152 validation_1-mae:7002.46826 [52] validation_0-mae:6903.11963 validation_1-mae:6990.26416 [53] validation_0-mae:6886.86230 validation_1-mae:6979.15625 [54] validation_0-mae:6873.09473 validation_1-mae:6971.13672 [55] validation_0-mae:6863.67578 validation_1-mae:6965.59766 [56] validation_0-mae:6843.02100 validation_1-mae:6950.13135 [57] validation_0-mae:6833.16016 validation_1-mae:6942.82812 [58] validation_0-mae:6816.45166 validation_1-mae:6931.97900 [59] validation_0-mae:6803.21777 validation_1-mae:6922.25488 [60] validation_0-mae:6786.79443 validation_1-mae:6909.78174 [61] validation_0-mae:6768.70947 validation_1-mae:6893.78272 [62] validation_0-mae:6755.45752 validation_1-mae:6882.56689 [63] validation_0-mae:6741.31201 validation_1-mae:6867.84180 [64] validation_0-mae:6731.61865 validation_1-mae:6857.97754 [65] validation_0-mae:6718.57666 validation_1-mae:6850.00830 [66] validation_0-mae:6705.39600 validation_1-mae:6842.05908 [67] validation_0-mae:6691.26025 validation_1-mae:6831.59766 [68] validation_0-mae:6678.22510 validation_1-mae:6823.38037 [69] validation_0-mae:6670.35303 validation_1-mae:6815.97607 [70] validation_0-mae:6659.94189 validation_1-mae:6807.40332 [71] validation_0-mae:6653.10791 validation_1-mae:6800.68311 [72] validation_0-mae:6643.64697 validation_1-mae:6793.61621 [73] validation_0-mae:6631.39990 validation_1-mae:6784.58887 [74] validation_0-mae:6623.07178 validation_1-mae:6779.21875 [75] validation_0-mae:6612.59131 validation_1-mae:6772.91943 [76] validation_0-mae:6601.71045 validation_1-mae:6764.19385 [77] validation_0-mae:6591.93555 validation_1-mae:6758.66846 [78] validation_0-mae:6582.81592 validation_1-mae:6752.30811 [79] validation_0-mae:6570.47607 validation_1-mae:6740.77100 [80] validation_0-mae:6560.91650 validation_1-mae:6736.24512 [81] validation_0-mae:6548.64453 validation_1-mae:6725.67529 [82] validation_0-mae:6544.53564 validation_1-mae:6722.47266 [83] validation_0-mae:6534.93408 validation_1-mae:6715.56299 [84] validation_0-mae:6527.06445 validation_1-mae:6710.46338 [85] validation_0-mae:6517.59766 validation_1-mae:6702.97412 [86] validation_0-mae:6509.19678 validation_1-mae:6695.23193 [87] validation_0-mae:6502.45947 validation_1-mae:6691.80859 [88] validation_0-mae:6494.46143 validation_1-mae:6687.26758 [89] validation_0-mae:6491.50879 validation_1-mae:6684.68408 [90] validation_0-mae:6483.89404 validation_1-mae:6681.24756 [91] validation_0-mae:6477.21191 validation_1-mae:6676.60693 [92] validation_0-mae:6468.46680 validation_1-mae:6669.71973 [93] validation_0-mae:6459.75586 validation_1-mae:6664.23242 [94] validation_0-mae:6454.72754 validation_1-mae:6661.29541 [95] validation_0-mae:6448.98145 validation_1-mae:6656.77344 [96] validation_0-mae:6446.25537 validation_1-mae:6654.61865 [97] validation_0-mae:6436.32275 validation_1-mae:6645.30420 [98] validation_0-mae:6431.41211 validation_1-mae:6643.74561 [99] validation_0-mae:6418.32959 validation_1-mae:6635.33936 [100] validation_0-mae:6412.79785 validation_1-mae:6630.48730 [101] validation_0-mae:6401.97754 validation_1-mae:6624.27051 [102] validation_0-mae:6397.41113 validation_1-mae:6622.99268 [103] validation_0-mae:6392.25244 validation_1-mae:6618.93262 [104] validation_0-mae:6383.05273 validation_1-mae:6612.12500 [105] validation_0-mae:6377.44189 validation_1-mae:6609.13867 [106] validation_0-mae:6369.32373 validation_1-mae:6601.17822 [107] validation_0-mae:6361.68945 validation_1-mae:6597.72900 [108] validation_0-mae:6359.28662 validation_1-mae:6596.35791 [109] validation_0-mae:6354.43799 validation_1-mae:6594.14062 [110] validation_0-mae:6345.41650 validation_1-mae:6586.89111 [111] validation_0-mae:6340.82422 validation_1-mae:6585.01367 [112] validation_0-mae:6331.80078 validation_1-mae:6581.71484 [113] validation_0-mae:6326.47705 validation_1-mae:6580.03516 [114] validation_0-mae:6323.96387 validation_1-mae:6578.22852 [115] validation_0-mae:6318.34228 validation_1-mae:6576.16113 [116] validation_0-mae:6312.97070 validation_1-mae:6573.31299 [117] validation_0-mae:6303.64648 validation_1-mae:6564.63037 [118] validation_0-mae:6299.19775 validation_1-mae:6560.35889 [119] validation_0-mae:6295.94287 validation_1-mae:6559.12939 [120] validation_0-mae:6290.50781 validation_1-mae:6555.89307 [121] validation_0-mae:6285.56787 validation_1-mae:6552.33643 [122] validation_0-mae:6282.11963 validation_1-mae:6549.43018 [123] validation_0-mae:6276.87647 validation_1-mae:6548.31592 [124] validation_0-mae:6269.99902 validation_1-mae:6542.82471 [125] validation_0-mae:6266.39990 validation_1-mae:6541.16260 [126] validation_0-mae:6261.49121 validation_1-mae:6538.31348 [127] validation_0-mae:6254.80273 validation_1-mae:6535.59522 [128] validation_0-mae:6250.06592 validation_1-mae:6533.36377 [129] validation_0-mae:6244.55908 validation_1-mae:6530.41504 [130] validation_0-mae:6243.37207 validation_1-mae:6529.81592 [131] validation_0-mae:6237.77295 validation_1-mae:6527.27978 [132] validation_0-mae:6231.50293 validation_1-mae:6522.33594 [133] validation_0-mae:6224.66406 validation_1-mae:6517.22998 [134] validation_0-mae:6220.75830 validation_1-mae:6515.11523 [135] validation_0-mae:6214.94922 validation_1-mae:6511.39941 [136] validation_0-mae:6208.27588 validation_1-mae:6507.02588 [137] validation_0-mae:6202.83496 validation_1-mae:6504.03809 [138] validation_0-mae:6200.50879 validation_1-mae:6502.84180 [139] validation_0-mae:6193.23828 validation_1-mae:6496.38770 [140] validation_0-mae:6189.81445 validation_1-mae:6494.98389 [141] validation_0-mae:6184.92627 validation_1-mae:6492.79102 [142] validation_0-mae:6180.85352 validation_1-mae:6490.84473 [143] validation_0-mae:6177.35449 validation_1-mae:6489.04785 [144] validation_0-mae:6172.04199 validation_1-mae:6485.21777 [145] validation_0-mae:6169.65674 validation_1-mae:6482.84912 [146] validation_0-mae:6164.70215 validation_1-mae:6479.93799 [147] validation_0-mae:6159.35449 validation_1-mae:6475.33447 [148] validation_0-mae:6153.37109 validation_1-mae:6470.64502 [149] validation_0-mae:6150.07520 validation_1-mae:6469.67627 [150] validation_0-mae:6146.31397 validation_1-mae:6467.31348 [151] validation_0-mae:6137.44971 validation_1-mae:6461.68115 [152] validation_0-mae:6133.11865 validation_1-mae:6461.61133 [153] validation_0-mae:6130.40723 validation_1-mae:6460.72803 [154] validation_0-mae:6128.32764 validation_1-mae:6460.23047 [155] validation_0-mae:6125.87109 validation_1-mae:6458.46387 [156] validation_0-mae:6122.78662 validation_1-mae:6457.01025 [157] validation_0-mae:6118.98291 validation_1-mae:6455.66260 [158] validation_0-mae:6115.29688 validation_1-mae:6454.42969 [159] validation_0-mae:6111.72998 validation_1-mae:6452.87891 [160] validation_0-mae:6110.84619 validation_1-mae:6452.68457 [161] validation_0-mae:6105.20117 validation_1-mae:6450.46094 [162] validation_0-mae:6099.50732 validation_1-mae:6447.34522 [163] validation_0-mae:6097.37353 validation_1-mae:6445.77246 [164] validation_0-mae:6095.27295 validation_1-mae:6445.94141 [165] validation_0-mae:6091.32568 validation_1-mae:6444.23047 [166] validation_0-mae:6085.53906 validation_1-mae:6441.45361 [167] validation_0-mae:6082.23877 validation_1-mae:6439.61914 [168] validation_0-mae:6078.18701 validation_1-mae:6437.92334 [169] validation_0-mae:6073.09228 validation_1-mae:6436.20215 [170] validation_0-mae:6071.71191 validation_1-mae:6435.62744 [171] validation_0-mae:6068.64014 validation_1-mae:6433.85059 [172] validation_0-mae:6063.49609 validation_1-mae:6431.04980 [173] validation_0-mae:6059.51562 validation_1-mae:6429.10742 [174] validation_0-mae:6056.43848 validation_1-mae:6427.32959 [175] validation_0-mae:6054.19971 validation_1-mae:6427.79346 [176] validation_0-mae:6049.24707 validation_1-mae:6424.97314 [177] validation_0-mae:6044.58643 validation_1-mae:6423.47559 [178] validation_0-mae:6042.75439 validation_1-mae:6422.60938 [179] validation_0-mae:6038.85400 validation_1-mae:6421.23096 [180] validation_0-mae:6036.29736 validation_1-mae:6420.31982 [181] validation_0-mae:6032.56250 validation_1-mae:6419.41748 [182] validation_0-mae:6030.22461 validation_1-mae:6418.56299 [183] validation_0-mae:6027.86426 validation_1-mae:6417.51953 [184] validation_0-mae:6023.51074 validation_1-mae:6415.94043 [185] validation_0-mae:6015.01855 validation_1-mae:6409.86426 [186] validation_0-mae:6011.87402 validation_1-mae:6408.49219 [187] validation_0-mae:6009.17090 validation_1-mae:6408.48926 [188] validation_0-mae:6006.46094 validation_1-mae:6407.59082 [189] validation_0-mae:6003.21826 validation_1-mae:6408.22314 [190] validation_0-mae:6002.03174 validation_1-mae:6408.38232 [191] validation_0-mae:5997.83008 validation_1-mae:6406.60303 [192] validation_0-mae:5995.91748 validation_1-mae:6405.87744 [193] validation_0-mae:5993.38867 validation_1-mae:6405.49121 [194] validation_0-mae:5988.75928 validation_1-mae:6402.94189 [195] validation_0-mae:5985.63477 validation_1-mae:6400.42578 [196] validation_0-mae:5982.51416 validation_1-mae:6400.10498 [197] validation_0-mae:5980.56787 validation_1-mae:6399.50537 [198] validation_0-mae:5976.12549 validation_1-mae:6398.63867 [199] validation_0-mae:5973.86279 validation_1-mae:6396.53174 [200] validation_0-mae:5969.00781 validation_1-mae:6394.94189 [201] validation_0-mae:5964.91650 validation_1-mae:6393.39502 [202] validation_0-mae:5963.00586 validation_1-mae:6392.65381 [203] validation_0-mae:5960.53174 validation_1-mae:6392.00391 [204] validation_0-mae:5955.20654 validation_1-mae:6392.17236 [205] validation_0-mae:5951.99121 validation_1-mae:6390.41309 [206] validation_0-mae:5949.27539 validation_1-mae:6388.71387 [207] validation_0-mae:5946.15186 validation_1-mae:6388.74951 [208] validation_0-mae:5940.65723 validation_1-mae:6386.50195 [209] validation_0-mae:5938.73633 validation_1-mae:6385.77246 [210] validation_0-mae:5937.04883 validation_1-mae:6385.25391 [211] validation_0-mae:5933.74707 validation_1-mae:6384.42090 [212] validation_0-mae:5932.10889 validation_1-mae:6383.40234 [213] validation_0-mae:5931.42920 validation_1-mae:6382.87793 [214] validation_0-mae:5928.85840 validation_1-mae:6380.72314 [215] validation_0-mae:5925.75830 validation_1-mae:6379.56299 [216] validation_0-mae:5921.62451 validation_1-mae:6379.32812 [217] validation_0-mae:5916.70117 validation_1-mae:6375.89258 [218] validation_0-mae:5915.29541 validation_1-mae:6375.70654 [219] validation_0-mae:5911.00781 validation_1-mae:6373.06641 [220] validation_0-mae:5908.28516 validation_1-mae:6371.88770 [221] validation_0-mae:5904.05957 validation_1-mae:6369.13672 [222] validation_0-mae:5902.84863 validation_1-mae:6369.23389 [223] validation_0-mae:5900.20215 validation_1-mae:6368.91943 [224] validation_0-mae:5895.98096 validation_1-mae:6367.19873 [225] validation_0-mae:5891.87647 validation_1-mae:6365.02637 [226] validation_0-mae:5889.65723 validation_1-mae:6364.49609 [227] validation_0-mae:5887.45703 validation_1-mae:6364.16064 [228] validation_0-mae:5885.97510 validation_1-mae:6363.43799 [229] validation_0-mae:5883.42432 validation_1-mae:6362.77588 [230] validation_0-mae:5879.67725 validation_1-mae:6361.86670 [231] validation_0-mae:5878.65381 validation_1-mae:6361.67969 [232] validation_0-mae:5876.46728 validation_1-mae:6360.22022 [233] validation_0-mae:5873.43603 validation_1-mae:6359.73633 [234] validation_0-mae:5870.56445 validation_1-mae:6358.38916 [235] validation_0-mae:5868.54492 validation_1-mae:6358.27832 [236] validation_0-mae:5867.48486 validation_1-mae:6357.95410 [237] validation_0-mae:5861.03223 validation_1-mae:6353.44531 [238] validation_0-mae:5858.11084 validation_1-mae:6352.43115 [239] validation_0-mae:5856.84863 validation_1-mae:6352.48828 [240] validation_0-mae:5856.12598 validation_1-mae:6352.07520 [241] validation_0-mae:5853.24463 validation_1-mae:6352.39111 [242] validation_0-mae:5850.23096 validation_1-mae:6351.71338 [243] validation_0-mae:5845.99316 validation_1-mae:6350.13037 [244] validation_0-mae:5844.27832 validation_1-mae:6349.42676 [245] validation_0-mae:5841.75879 validation_1-mae:6347.70752 [246] validation_0-mae:5839.24707 validation_1-mae:6346.89209 [247] validation_0-mae:5837.51562 validation_1-mae:6346.06787 [248] validation_0-mae:5834.69629 validation_1-mae:6343.31934 [249] validation_0-mae:5832.34863 validation_1-mae:6342.02441 [250] validation_0-mae:5829.32422 validation_1-mae:6341.64209 [251] validation_0-mae:5824.76172 validation_1-mae:6339.14453 [252] validation_0-mae:5821.90186 validation_1-mae:6338.29248 [253] validation_0-mae:5817.56201 validation_1-mae:6337.25147 [254] validation_0-mae:5815.25342 validation_1-mae:6336.36035 [255] validation_0-mae:5814.77344 validation_1-mae:6336.28418 [256] validation_0-mae:5811.96777 validation_1-mae:6335.45654 [257] validation_0-mae:5808.23730 validation_1-mae:6334.64990 [258] validation_0-mae:5802.08350 validation_1-mae:6332.86230 [259] validation_0-mae:5799.62012 validation_1-mae:6331.52686 [260] validation_0-mae:5797.45166 validation_1-mae:6329.02783 [261] validation_0-mae:5794.14355 validation_1-mae:6327.68848 [262] validation_0-mae:5791.96387 validation_1-mae:6327.49805 [263] validation_0-mae:5791.04053 validation_1-mae:6327.67334 [264] validation_0-mae:5787.47656 validation_1-mae:6324.76514 [265] validation_0-mae:5785.09082 validation_1-mae:6324.23877 [266] validation_0-mae:5783.34619 validation_1-mae:6324.29980 [267] validation_0-mae:5781.37305 validation_1-mae:6324.15625 [268] validation_0-mae:5778.38379 validation_1-mae:6321.86035 [269] validation_0-mae:5776.58887 validation_1-mae:6320.75830 [270] validation_0-mae:5774.52051 validation_1-mae:6320.46436 [271] validation_0-mae:5772.81689 validation_1-mae:6320.02978 [272] validation_0-mae:5769.60156 validation_1-mae:6319.26807 [273] validation_0-mae:5767.87305 validation_1-mae:6318.93213 [274] validation_0-mae:5766.64893 validation_1-mae:6318.07324 [275] validation_0-mae:5764.85840 validation_1-mae:6318.14355 [276] validation_0-mae:5759.81006 validation_1-mae:6315.68897 [277] validation_0-mae:5754.71680 validation_1-mae:6312.86230 [278] validation_0-mae:5752.88330 validation_1-mae:6311.69092 [279] validation_0-mae:5748.98096 validation_1-mae:6309.75732 [280] validation_0-mae:5748.10693 validation_1-mae:6309.80371 [281] validation_0-mae:5746.91553 validation_1-mae:6309.17969 [282] validation_0-mae:5745.66846 validation_1-mae:6308.57227 [283] validation_0-mae:5742.87402 validation_1-mae:6308.79639 [284] validation_0-mae:5738.95508 validation_1-mae:6306.88525 [285] validation_0-mae:5734.03027 validation_1-mae:6303.56543 [286] validation_0-mae:5731.83447 validation_1-mae:6302.66699 [287] validation_0-mae:5729.51025 validation_1-mae:6302.13477 [288] validation_0-mae:5726.22607 validation_1-mae:6300.81934 [289] validation_0-mae:5722.08203 validation_1-mae:6300.26367 [290] validation_0-mae:5718.23486 validation_1-mae:6300.38232 [291] validation_0-mae:5716.88232 validation_1-mae:6300.23291 [292] validation_0-mae:5715.32910 validation_1-mae:6300.00537 [293] validation_0-mae:5714.30469 validation_1-mae:6299.05078 [294] validation_0-mae:5712.63037 validation_1-mae:6299.48730 [295] validation_0-mae:5709.94629 validation_1-mae:6299.29004 [296] validation_0-mae:5706.94873 validation_1-mae:6297.16357 [297] validation_0-mae:5704.90283 validation_1-mae:6297.01904 [298] validation_0-mae:5703.27637 validation_1-mae:6295.40381 [299] validation_0-mae:5700.94922 validation_1-mae:6294.25879 [300] validation_0-mae:5697.49170 validation_1-mae:6293.78223 [301] validation_0-mae:5695.65625 validation_1-mae:6293.85693 [302] validation_0-mae:5691.88525 validation_1-mae:6291.60254 [303] validation_0-mae:5690.41455 validation_1-mae:6290.97314 [304] validation_0-mae:5689.44482 validation_1-mae:6290.88818 [305] validation_0-mae:5684.00293 validation_1-mae:6286.89307 [306] validation_0-mae:5682.25000 validation_1-mae:6286.37451 [307] validation_0-mae:5678.29443 validation_1-mae:6283.73535 [308] validation_0-mae:5676.06201 validation_1-mae:6283.97754 [309] validation_0-mae:5671.51172 validation_1-mae:6281.98291 [310] validation_0-mae:5669.59668 validation_1-mae:6282.23291 [311] validation_0-mae:5666.53467 validation_1-mae:6282.14111 [312] validation_0-mae:5663.43555 validation_1-mae:6281.57080 [313] validation_0-mae:5661.97363 validation_1-mae:6281.83984 [314] validation_0-mae:5661.38477 validation_1-mae:6281.95068 [315] validation_0-mae:5660.14258 validation_1-mae:6282.06641 [316] validation_0-mae:5656.31348 validation_1-mae:6281.77246 [317] validation_0-mae:5654.19287 validation_1-mae:6281.17529 [318] validation_0-mae:5650.46289 validation_1-mae:6278.56103 [319] validation_0-mae:5649.04688 validation_1-mae:6278.37549 [320] validation_0-mae:5646.46045 validation_1-mae:6276.99561 [321] validation_0-mae:5643.35107 validation_1-mae:6276.69287 [322] validation_0-mae:5640.39160 validation_1-mae:6276.04297 [323] validation_0-mae:5639.12891 validation_1-mae:6276.08203 [324] validation_0-mae:5636.74023 validation_1-mae:6275.32227 [325] validation_0-mae:5634.88281 validation_1-mae:6274.47607 [326] validation_0-mae:5633.55615 validation_1-mae:6274.98193 [327] validation_0-mae:5632.18994 validation_1-mae:6274.60840 [328] validation_0-mae:5630.96240 validation_1-mae:6273.67090 [329] validation_0-mae:5630.23096 validation_1-mae:6273.72607 [330] validation_0-mae:5628.45020 validation_1-mae:6273.81055 [331] validation_0-mae:5627.80029 validation_1-mae:6274.41992 [332] validation_0-mae:5626.27295 validation_1-mae:6274.66895 [333] validation_0-mae:5623.97852 validation_1-mae:6273.61182 [334] validation_0-mae:5619.80859 validation_1-mae:6271.69629 [335] validation_0-mae:5616.82715 validation_1-mae:6271.21631 [336] validation_0-mae:5613.45703 validation_1-mae:6269.76807 [337] validation_0-mae:5612.49316 validation_1-mae:6269.36133 [338] validation_0-mae:5610.68457 validation_1-mae:6269.34473 [339] validation_0-mae:5609.55420 validation_1-mae:6268.84961 [340] validation_0-mae:5607.71826 validation_1-mae:6268.81641 [341] validation_0-mae:5606.58887 validation_1-mae:6268.44678 [342] validation_0-mae:5604.71875 validation_1-mae:6268.11719 [343] validation_0-mae:5601.40918 validation_1-mae:6266.33740 [344] validation_0-mae:5599.94629 validation_1-mae:6266.59326 [345] validation_0-mae:5597.97803 validation_1-mae:6266.48193 [346] validation_0-mae:5596.88232 validation_1-mae:6266.77344 [347] validation_0-mae:5590.31934 validation_1-mae:6262.98096 [348] validation_0-mae:5589.07422 validation_1-mae:6262.50488 [349] validation_0-mae:5587.43506 validation_1-mae:6262.60791 [350] validation_0-mae:5586.57422 validation_1-mae:6262.62549 [351] validation_0-mae:5586.06787 validation_1-mae:6262.73682 [352] validation_0-mae:5583.80811 validation_1-mae:6262.16309 [353] validation_0-mae:5580.72559 validation_1-mae:6260.00147 [354] validation_0-mae:5579.12158 validation_1-mae:6259.44238 [355] validation_0-mae:5578.01660 validation_1-mae:6259.03809 [356] validation_0-mae:5576.45947 validation_1-mae:6259.16064 [357] validation_0-mae:5573.80469 validation_1-mae:6257.88037 [358] validation_0-mae:5568.36182 validation_1-mae:6256.18115 [359] validation_0-mae:5564.80322 validation_1-mae:6254.16162 [360] validation_0-mae:5562.08252 validation_1-mae:6252.46289 [361] validation_0-mae:5561.69922 validation_1-mae:6252.72998 [362] validation_0-mae:5556.22949 validation_1-mae:6251.18994 [363] validation_0-mae:5554.90967 validation_1-mae:6250.52637 [364] validation_0-mae:5551.24365 validation_1-mae:6250.84863 [365] validation_0-mae:5549.39307 validation_1-mae:6248.58008 [366] validation_0-mae:5546.87353 validation_1-mae:6247.74707 [367] validation_0-mae:5544.57812 validation_1-mae:6247.42725 [368] validation_0-mae:5538.92627 validation_1-mae:6244.27197 [369] validation_0-mae:5537.28760 validation_1-mae:6244.04443 [370] validation_0-mae:5533.59570 validation_1-mae:6241.80566 [371] validation_0-mae:5529.60156 validation_1-mae:6240.74561 [372] validation_0-mae:5529.01123 validation_1-mae:6240.70020 [373] validation_0-mae:5527.21728 validation_1-mae:6240.05811 [374] validation_0-mae:5524.52832 validation_1-mae:6239.80127 [375] validation_0-mae:5522.53467 validation_1-mae:6239.45215 [376] validation_0-mae:5522.01270 validation_1-mae:6239.37061 [377] validation_0-mae:5521.44678 validation_1-mae:6239.16846 [378] validation_0-mae:5520.63037 validation_1-mae:6239.25049 [379] validation_0-mae:5519.74072 validation_1-mae:6239.29932 [380] validation_0-mae:5515.43213 validation_1-mae:6238.88672 [381] validation_0-mae:5511.68994 validation_1-mae:6237.11670 [382] validation_0-mae:5509.42334 validation_1-mae:6236.51562 [383] validation_0-mae:5508.22607 validation_1-mae:6236.61816 [384] validation_0-mae:5506.07422 validation_1-mae:6235.91650 [385] validation_0-mae:5505.29053 validation_1-mae:6235.90918 [386] validation_0-mae:5501.16504 validation_1-mae:6234.87158 [387] validation_0-mae:5498.95654 validation_1-mae:6234.20361 [388] validation_0-mae:5494.46240 validation_1-mae:6232.65430 [389] validation_0-mae:5491.52441 validation_1-mae:6231.70068 [390] validation_0-mae:5489.84522 validation_1-mae:6230.50391 [391] validation_0-mae:5488.22070 validation_1-mae:6230.53418 [392] validation_0-mae:5487.33594 validation_1-mae:6229.91602 [393] validation_0-mae:5485.32861 validation_1-mae:6229.17188 [394] validation_0-mae:5481.43115 validation_1-mae:6226.09570 [395] validation_0-mae:5479.10254 validation_1-mae:6225.23145 [396] validation_0-mae:5477.16797 validation_1-mae:6224.90381 [397] validation_0-mae:5475.63965 validation_1-mae:6224.58789 [398] validation_0-mae:5473.22266 validation_1-mae:6222.96338 [399] validation_0-mae:5471.90137 validation_1-mae:6222.78711 [400] validation_0-mae:5468.92334 validation_1-mae:6220.80518 [401] validation_0-mae:5467.39307 validation_1-mae:6220.68457 [402] validation_0-mae:5465.96728 validation_1-mae:6220.46924 [403] validation_0-mae:5464.32373 validation_1-mae:6220.29443 [404] validation_0-mae:5463.13525 validation_1-mae:6220.19727 [405] validation_0-mae:5461.72754 validation_1-mae:6219.58936 [406] validation_0-mae:5458.16602 validation_1-mae:6219.22559 [407] validation_0-mae:5456.73828 validation_1-mae:6218.38916 [408] validation_0-mae:5455.91797 validation_1-mae:6218.49463 [409] validation_0-mae:5455.33057 validation_1-mae:6218.26318 [410] validation_0-mae:5454.77295 validation_1-mae:6218.01855 [411] validation_0-mae:5452.73535 validation_1-mae:6217.40527 [412] validation_0-mae:5450.96973 validation_1-mae:6217.38477 [413] validation_0-mae:5449.13574 validation_1-mae:6217.15527 [414] validation_0-mae:5448.40527 validation_1-mae:6216.41504 [415] validation_0-mae:5447.37158 validation_1-mae:6216.19922 [416] validation_0-mae:5447.27978 validation_1-mae:6216.25000 [417] validation_0-mae:5444.79883 validation_1-mae:6214.44971 [418] validation_0-mae:5443.59814 validation_1-mae:6213.67920 [419] validation_0-mae:5441.69922 validation_1-mae:6213.95850 [420] validation_0-mae:5438.06787 validation_1-mae:6212.42383 [421] validation_0-mae:5435.94287 validation_1-mae:6211.98145 [422] validation_0-mae:5432.99414 validation_1-mae:6211.83936 [423] validation_0-mae:5431.20996 validation_1-mae:6211.59277 [424] validation_0-mae:5428.83105 validation_1-mae:6211.52686 [425] validation_0-mae:5427.85791 validation_1-mae:6211.77734 [426] validation_0-mae:5426.97412 validation_1-mae:6211.46191 [427] validation_0-mae:5423.71436 validation_1-mae:6209.50391 [428] validation_0-mae:5420.11670 validation_1-mae:6209.40723 [429] validation_0-mae:5418.68457 validation_1-mae:6208.87402 [430] validation_0-mae:5415.73926 validation_1-mae:6208.45947 [431] validation_0-mae:5414.46728 validation_1-mae:6208.34277 [432] validation_0-mae:5412.34424 validation_1-mae:6207.69922 [433] validation_0-mae:5410.86816 validation_1-mae:6207.10400 [434] validation_0-mae:5409.73926 validation_1-mae:6206.55029 [435] validation_0-mae:5407.19434 validation_1-mae:6207.12451 [436] validation_0-mae:5404.69092 validation_1-mae:6206.16064 [437] validation_0-mae:5402.33691 validation_1-mae:6206.18603 [438] validation_0-mae:5399.32959 validation_1-mae:6204.21631 [439] validation_0-mae:5397.40234 validation_1-mae:6204.40381 [440] validation_0-mae:5396.22022 validation_1-mae:6204.46484 [441] validation_0-mae:5395.64062 validation_1-mae:6204.86426 [442] validation_0-mae:5393.28857 validation_1-mae:6204.48682 [443] validation_0-mae:5391.20215 validation_1-mae:6204.00488 [444] validation_0-mae:5386.88232 validation_1-mae:6202.74023 [445] validation_0-mae:5384.29004 validation_1-mae:6201.44238 [446] validation_0-mae:5382.09277 validation_1-mae:6201.14893 [447] validation_0-mae:5380.91455 validation_1-mae:6200.89502 [448] validation_0-mae:5380.17041 validation_1-mae:6200.98047 [449] validation_0-mae:5378.63428 validation_1-mae:6200.77539 [450] validation_0-mae:5377.92725 validation_1-mae:6200.79102 [451] validation_0-mae:5375.75147 validation_1-mae:6200.38037 [452] validation_0-mae:5374.41455 validation_1-mae:6199.89307 [453] validation_0-mae:5372.37695 validation_1-mae:6199.32080 [454] validation_0-mae:5372.00342 validation_1-mae:6199.16064 [455] validation_0-mae:5370.08350 validation_1-mae:6198.88428 [456] validation_0-mae:5365.07764 validation_1-mae:6196.35498 [457] validation_0-mae:5362.30762 validation_1-mae:6195.43311 [458] validation_0-mae:5359.67822 validation_1-mae:6195.47412 [459] validation_0-mae:5355.94141 validation_1-mae:6193.09131 [460] validation_0-mae:5354.05127 validation_1-mae:6192.94531 [461] validation_0-mae:5351.83008 validation_1-mae:6192.87842 [462] validation_0-mae:5350.32812 validation_1-mae:6192.28516 [463] validation_0-mae:5348.65918 validation_1-mae:6191.99316 [464] validation_0-mae:5345.02539 validation_1-mae:6189.71240 [465] validation_0-mae:5343.80957 validation_1-mae:6189.78467 [466] validation_0-mae:5342.65478 validation_1-mae:6189.73975 [467] validation_0-mae:5341.03760 validation_1-mae:6189.66895 [468] validation_0-mae:5339.76270 validation_1-mae:6189.62305 [469] validation_0-mae:5338.76709 validation_1-mae:6189.74316 [470] validation_0-mae:5336.46240 validation_1-mae:6188.97217 [471] validation_0-mae:5336.15723 validation_1-mae:6188.94531 [472] validation_0-mae:5334.52930 validation_1-mae:6189.06738 [473] validation_0-mae:5333.38232 validation_1-mae:6188.42871 [474] validation_0-mae:5330.68603 validation_1-mae:6187.26904 [475] validation_0-mae:5327.16943 validation_1-mae:6186.73193 [476] validation_0-mae:5324.58496 validation_1-mae:6185.81299 [477] validation_0-mae:5321.26367 validation_1-mae:6185.20605 [478] validation_0-mae:5318.47852 validation_1-mae:6184.38525 [479] validation_0-mae:5316.82324 validation_1-mae:6184.40918 [480] validation_0-mae:5315.91309 validation_1-mae:6184.37353 [481] validation_0-mae:5314.45654 validation_1-mae:6183.83496 [482] validation_0-mae:5311.52051 validation_1-mae:6181.79053 [483] validation_0-mae:5308.12793 validation_1-mae:6180.72119 [484] validation_0-mae:5304.38379 validation_1-mae:6180.34473 [485] validation_0-mae:5302.41797 validation_1-mae:6180.50000 [486] validation_0-mae:5300.77930 validation_1-mae:6179.97803 [487] validation_0-mae:5299.15137 validation_1-mae:6179.76855 [488] validation_0-mae:5295.22949 validation_1-mae:6179.39746 [489] validation_0-mae:5293.15967 validation_1-mae:6178.66650 [490] validation_0-mae:5291.83740 validation_1-mae:6178.19873 [491] validation_0-mae:5290.15674 validation_1-mae:6177.99609 [492] validation_0-mae:5288.05713 validation_1-mae:6177.87842 [493] validation_0-mae:5286.27783 validation_1-mae:6178.12988 [494] validation_0-mae:5284.57520 validation_1-mae:6177.53613 [495] validation_0-mae:5281.88574 validation_1-mae:6177.12598 [496] validation_0-mae:5279.43945 validation_1-mae:6176.86133 [497] validation_0-mae:5277.14551 validation_1-mae:6176.68115 [498] validation_0-mae:5275.56836 validation_1-mae:6176.18164 [499] validation_0-mae:5272.32715 validation_1-mae:6177.17188 [500] validation_0-mae:5269.83447 validation_1-mae:6175.57471 [501] validation_0-mae:5268.13232 validation_1-mae:6175.38965 [502] validation_0-mae:5266.63867 validation_1-mae:6175.39355 [503] validation_0-mae:5264.50879 validation_1-mae:6175.10498 [504] validation_0-mae:5262.27002 validation_1-mae:6174.76416 [505] validation_0-mae:5260.66162 validation_1-mae:6174.01172 [506] validation_0-mae:5259.21826 validation_1-mae:6174.38379 [507] validation_0-mae:5258.39844 validation_1-mae:6174.35400 [508] validation_0-mae:5254.50635 validation_1-mae:6173.22461 [509] validation_0-mae:5252.87744 validation_1-mae:6173.20801 [510] validation_0-mae:5250.60156 validation_1-mae:6174.04932 [511] validation_0-mae:5248.68457 validation_1-mae:6173.66992 [512] validation_0-mae:5247.60840 validation_1-mae:6174.52490 [513] validation_0-mae:5244.99951 validation_1-mae:6173.39844 [514] validation_0-mae:5241.69287 validation_1-mae:6172.41553 [515] validation_0-mae:5239.59131 validation_1-mae:6172.86084 [516] validation_0-mae:5238.79736 validation_1-mae:6172.68115 [517] validation_0-mae:5237.48389 validation_1-mae:6172.57227 [518] validation_0-mae:5235.43652 validation_1-mae:6172.23438 [519] validation_0-mae:5234.31103 validation_1-mae:6171.84375 [520] validation_0-mae:5234.08643 validation_1-mae:6171.57568 [521] validation_0-mae:5232.62061 validation_1-mae:6171.24853 [522] validation_0-mae:5232.01660 validation_1-mae:6171.81738 [523] validation_0-mae:5230.86475 validation_1-mae:6171.09228 [524] validation_0-mae:5230.45801 validation_1-mae:6171.18164 [525] validation_0-mae:5228.85547 validation_1-mae:6171.28174 [526] validation_0-mae:5228.26514 validation_1-mae:6170.92578 [527] validation_0-mae:5227.50293 validation_1-mae:6171.10791 [528] validation_0-mae:5223.87061 validation_1-mae:6169.06055 [529] validation_0-mae:5222.26611 validation_1-mae:6168.60400 [530] validation_0-mae:5220.30518 validation_1-mae:6168.79639 [531] validation_0-mae:5217.49072 validation_1-mae:6167.15918 [532] validation_0-mae:5216.55322 validation_1-mae:6167.23389 [533] validation_0-mae:5215.98779 validation_1-mae:6166.61768 [534] validation_0-mae:5215.28711 validation_1-mae:6166.72510 [535] validation_0-mae:5214.90381 validation_1-mae:6166.74902 [536] validation_0-mae:5212.98926 validation_1-mae:6167.12842 [537] validation_0-mae:5212.07764 validation_1-mae:6167.05371 [538] validation_0-mae:5208.89307 validation_1-mae:6166.92822 [539] validation_0-mae:5206.97217 validation_1-mae:6165.78369 [540] validation_0-mae:5204.35254 validation_1-mae:6164.28467 [541] validation_0-mae:5202.87549 validation_1-mae:6163.73242 [542] validation_0-mae:5202.31543 validation_1-mae:6163.49707 [543] validation_0-mae:5200.48730 validation_1-mae:6163.38721 [544] validation_0-mae:5199.89307 validation_1-mae:6163.19971 [545] validation_0-mae:5199.04785 validation_1-mae:6162.82715 [546] validation_0-mae:5198.42188 validation_1-mae:6162.92578 [547] validation_0-mae:5195.92383 validation_1-mae:6161.90625 [548] validation_0-mae:5194.69238 validation_1-mae:6161.33252 [549] validation_0-mae:5194.14551 validation_1-mae:6161.27881 [550] validation_0-mae:5192.67627 validation_1-mae:6161.00244 [551] validation_0-mae:5190.78320 validation_1-mae:6160.01270 [552] validation_0-mae:5189.43701 validation_1-mae:6159.62695 [553] validation_0-mae:5185.39648 validation_1-mae:6158.85742 [554] validation_0-mae:5182.62598 validation_1-mae:6158.34766 [555] validation_0-mae:5180.19775 validation_1-mae:6157.98975 [556] validation_0-mae:5177.52393 validation_1-mae:6158.43799 [557] validation_0-mae:5174.81836 validation_1-mae:6157.51660 [558] validation_0-mae:5171.64209 validation_1-mae:6157.27246 [559] validation_0-mae:5169.36377 validation_1-mae:6156.87744 [560] validation_0-mae:5166.66748 validation_1-mae:6155.74512 [561] validation_0-mae:5165.60693 validation_1-mae:6155.53272 [562] validation_0-mae:5163.19824 validation_1-mae:6155.22070 [563] validation_0-mae:5161.91553 validation_1-mae:6155.28955 [564] validation_0-mae:5160.39893 validation_1-mae:6154.87500 [565] validation_0-mae:5158.63623 validation_1-mae:6155.12451 [566] validation_0-mae:5156.77295 validation_1-mae:6154.99219 [567] validation_0-mae:5155.31397 validation_1-mae:6154.72266 [568] validation_0-mae:5152.82959 validation_1-mae:6154.40430 [569] validation_0-mae:5152.49414 validation_1-mae:6154.21680 [570] validation_0-mae:5149.96680 validation_1-mae:6153.85059 [571] validation_0-mae:5149.00488 validation_1-mae:6154.29004 [572] validation_0-mae:5146.90234 validation_1-mae:6153.78076 [573] validation_0-mae:5145.98291 validation_1-mae:6153.93750 [574] validation_0-mae:5144.42139 validation_1-mae:6152.84473 [575] validation_0-mae:5143.73438 validation_1-mae:6152.81055 [576] validation_0-mae:5143.21973 validation_1-mae:6152.76465 [577] validation_0-mae:5142.92285 validation_1-mae:6152.69482 [578] validation_0-mae:5141.92383 validation_1-mae:6152.60645 [579] validation_0-mae:5140.93115 validation_1-mae:6152.15576 [580] validation_0-mae:5139.31006 validation_1-mae:6151.90723 [581] validation_0-mae:5137.63232 validation_1-mae:6151.10986 [582] validation_0-mae:5136.22217 validation_1-mae:6150.85352 [583] validation_0-mae:5135.51611 validation_1-mae:6150.52051 [584] validation_0-mae:5134.34033 validation_1-mae:6150.62744 [585] validation_0-mae:5132.53467 validation_1-mae:6150.73389 [586] validation_0-mae:5130.48389 validation_1-mae:6150.84717 [587] validation_0-mae:5128.25830 validation_1-mae:6151.62842 [588] validation_0-mae:5126.66553 validation_1-mae:6150.59033 [589] validation_0-mae:5125.71582 validation_1-mae:6150.25098 [590] validation_0-mae:5124.91064 validation_1-mae:6149.89941 [591] validation_0-mae:5123.27930 validation_1-mae:6150.33496 [592] validation_0-mae:5122.21045 validation_1-mae:6151.02197 [593] validation_0-mae:5121.26660 validation_1-mae:6151.34912 [594] validation_0-mae:5120.71143 validation_1-mae:6151.39990 [595] validation_0-mae:5119.17773 validation_1-mae:6150.98535 [596] validation_0-mae:5119.10400 validation_1-mae:6150.96484 [597] validation_0-mae:5118.84375 validation_1-mae:6150.90869 [598] validation_0-mae:5117.68848 validation_1-mae:6150.25342 [599] validation_0-mae:5117.16504 validation_1-mae:6150.38281 [600] validation_0-mae:5115.65723 validation_1-mae:6150.16602 [601] validation_0-mae:5114.03320 validation_1-mae:6150.02734 [602] validation_0-mae:5110.91064 validation_1-mae:6148.44531 [603] validation_0-mae:5109.00049 validation_1-mae:6147.33984 [604] validation_0-mae:5107.79248 validation_1-mae:6146.87012 [605] validation_0-mae:5106.22070 validation_1-mae:6147.22314 [606] validation_0-mae:5105.20410 validation_1-mae:6147.09570 [607] validation_0-mae:5102.10693 validation_1-mae:6145.19727 [608] validation_0-mae:5100.88965 validation_1-mae:6145.14404 [609] validation_0-mae:5099.12061 validation_1-mae:6145.03418 [610] validation_0-mae:5096.96875 validation_1-mae:6144.43897 [611] validation_0-mae:5096.45947 validation_1-mae:6144.54736 [612] validation_0-mae:5095.21436 validation_1-mae:6143.86572 [613] validation_0-mae:5093.52051 validation_1-mae:6142.62793 [614] validation_0-mae:5092.80029 validation_1-mae:6142.31543 [615] validation_0-mae:5091.96973 validation_1-mae:6143.28564 [616] validation_0-mae:5090.72900 validation_1-mae:6143.75879 [617] validation_0-mae:5088.68603 validation_1-mae:6142.35645 [618] validation_0-mae:5087.53223 validation_1-mae:6142.54834 [619] validation_0-mae:5084.50488 validation_1-mae:6141.98486 [620] validation_0-mae:5082.68457 validation_1-mae:6142.23438 [621] validation_0-mae:5080.99219 validation_1-mae:6141.45703 [622] validation_0-mae:5080.26807 validation_1-mae:6141.11475 [623] validation_0-mae:5079.19922 validation_1-mae:6140.18945 [624] validation_0-mae:5077.17676 validation_1-mae:6139.01904 [625] validation_0-mae:5076.97022 validation_1-mae:6138.97070 [626] validation_0-mae:5075.65283 validation_1-mae:6138.77686 [627] validation_0-mae:5074.76367 validation_1-mae:6138.73877 [628] validation_0-mae:5073.16406 validation_1-mae:6139.03027 [629] validation_0-mae:5072.97998 validation_1-mae:6139.17090 [630] validation_0-mae:5070.69092 validation_1-mae:6139.05811 [631] validation_0-mae:5069.11963 validation_1-mae:6139.26221 [632] validation_0-mae:5065.80176 validation_1-mae:6138.32080 [633] validation_0-mae:5064.88525 validation_1-mae:6138.31641 [634] validation_0-mae:5064.01514 validation_1-mae:6138.55762 [635] validation_0-mae:5063.08545 validation_1-mae:6138.54346 [636] validation_0-mae:5060.51465 validation_1-mae:6138.18603 [637] validation_0-mae:5059.36377 validation_1-mae:6138.04297 [638] validation_0-mae:5058.05762 validation_1-mae:6137.96387 [639] validation_0-mae:5056.36035 validation_1-mae:6137.78418 [640] validation_0-mae:5054.16699 validation_1-mae:6138.12451 [641] validation_0-mae:5052.88965 validation_1-mae:6137.95996 [642] validation_0-mae:5050.82471 validation_1-mae:6138.35742 [643] validation_0-mae:5047.50293 validation_1-mae:6137.63330 [644] validation_0-mae:5045.40723 validation_1-mae:6136.21436 [645] validation_0-mae:5043.44922 validation_1-mae:6135.90381 [646] validation_0-mae:5042.53906 validation_1-mae:6135.85205 [647] validation_0-mae:5040.49707 validation_1-mae:6133.81836 [648] validation_0-mae:5040.42676 validation_1-mae:6134.06592 [649] validation_0-mae:5039.94189 validation_1-mae:6133.91504 [650] validation_0-mae:5037.42773 validation_1-mae:6133.14697 [651] validation_0-mae:5035.03857 validation_1-mae:6131.53076 [652] validation_0-mae:5033.91260 validation_1-mae:6131.80469 [653] validation_0-mae:5033.13574 validation_1-mae:6131.67188 [654] validation_0-mae:5032.12305 validation_1-mae:6131.49170 [655] validation_0-mae:5030.53809 validation_1-mae:6131.87207 [656] validation_0-mae:5028.64355 validation_1-mae:6131.46875 [657] validation_0-mae:5025.05225 validation_1-mae:6130.32910 [658] validation_0-mae:5022.86963 validation_1-mae:6130.90430 [659] validation_0-mae:5021.28662 validation_1-mae:6131.01904 [660] validation_0-mae:5020.19629 validation_1-mae:6129.91406 [661] validation_0-mae:5017.90332 validation_1-mae:6129.91113 [662] validation_0-mae:5017.08203 validation_1-mae:6129.93506 [663] validation_0-mae:5015.14844 validation_1-mae:6129.09619 [664] validation_0-mae:5013.15478 validation_1-mae:6128.51904 [665] validation_0-mae:5012.03467 validation_1-mae:6128.55566 [666] validation_0-mae:5010.42676 validation_1-mae:6127.60254 [667] validation_0-mae:5008.72559 validation_1-mae:6127.71924 [668] validation_0-mae:5007.66211 validation_1-mae:6127.46191 [669] validation_0-mae:5006.88623 validation_1-mae:6126.93555 [670] validation_0-mae:5005.86816 validation_1-mae:6126.91357 [671] validation_0-mae:5004.24951 validation_1-mae:6127.39453 [672] validation_0-mae:5002.77393 validation_1-mae:6126.74902 [673] validation_0-mae:5001.08936 validation_1-mae:6127.29199 [674] validation_0-mae:4999.31787 validation_1-mae:6126.80518 [675] validation_0-mae:4997.30322 validation_1-mae:6126.58447 [676] validation_0-mae:4995.22803 validation_1-mae:6126.74512 [677] validation_0-mae:4994.10107 validation_1-mae:6126.36914 [678] validation_0-mae:4991.99414 validation_1-mae:6125.89209 [679] validation_0-mae:4991.61328 validation_1-mae:6125.93408 [680] validation_0-mae:4989.51270 validation_1-mae:6125.87012 [681] validation_0-mae:4988.58252 validation_1-mae:6125.29395 [682] validation_0-mae:4987.51416 validation_1-mae:6125.52100 [683] validation_0-mae:4986.04541 validation_1-mae:6125.58789 [684] validation_0-mae:4984.29395 validation_1-mae:6124.37158 [685] validation_0-mae:4984.19873 validation_1-mae:6124.35059 [686] validation_0-mae:4982.28809 validation_1-mae:6123.62598 [687] validation_0-mae:4981.05566 validation_1-mae:6123.54785 [688] validation_0-mae:4980.52734 validation_1-mae:6123.55811 [689] validation_0-mae:4978.57568 validation_1-mae:6122.73096 [690] validation_0-mae:4976.24072 validation_1-mae:6122.23340 [691] validation_0-mae:4974.35449 validation_1-mae:6121.55664 [692] validation_0-mae:4971.78711 validation_1-mae:6120.89600 [693] validation_0-mae:4970.74658 validation_1-mae:6120.73730 [694] validation_0-mae:4968.97900 validation_1-mae:6120.35791 [695] validation_0-mae:4966.47168 validation_1-mae:6119.63916 [696] validation_0-mae:4963.48242 validation_1-mae:6119.22168 [697] validation_0-mae:4961.80469 validation_1-mae:6118.86963 [698] validation_0-mae:4960.36914 validation_1-mae:6118.66895 [699] validation_0-mae:4958.20361 validation_1-mae:6118.57227 [700] validation_0-mae:4955.02246 validation_1-mae:6117.06836 [701] validation_0-mae:4953.01172 validation_1-mae:6116.78906 [702] validation_0-mae:4951.78809 validation_1-mae:6116.50049 [703] validation_0-mae:4948.94238 validation_1-mae:6115.16211 [704] validation_0-mae:4947.45898 validation_1-mae:6114.48535 [705] validation_0-mae:4944.94482 validation_1-mae:6114.09131 [706] validation_0-mae:4943.90918 validation_1-mae:6113.91162 [707] validation_0-mae:4942.51025 validation_1-mae:6114.02197 [708] validation_0-mae:4940.97022 validation_1-mae:6114.00049 [709] validation_0-mae:4939.11914 validation_1-mae:6113.24756 [710] validation_0-mae:4936.39502 validation_1-mae:6112.90039 [711] validation_0-mae:4933.64551 validation_1-mae:6112.51123 [712] validation_0-mae:4931.99609 validation_1-mae:6112.86572 [713] validation_0-mae:4929.60107 validation_1-mae:6112.99853 [714] validation_0-mae:4928.16211 validation_1-mae:6113.34082 [715] validation_0-mae:4926.25391 validation_1-mae:6111.81787 [716] validation_0-mae:4923.25098 validation_1-mae:6111.49902 [717] validation_0-mae:4921.56348 validation_1-mae:6110.48193 [718] validation_0-mae:4920.05713 validation_1-mae:6110.27148 [719] validation_0-mae:4917.66992 validation_1-mae:6110.91553 [720] validation_0-mae:4915.60742 validation_1-mae:6110.28516 [721] validation_0-mae:4912.95264 validation_1-mae:6108.38037 [722] validation_0-mae:4910.90576 validation_1-mae:6107.87744 [723] validation_0-mae:4909.31787 validation_1-mae:6107.58252 [724] validation_0-mae:4908.05225 validation_1-mae:6107.30615 [725] validation_0-mae:4906.92432 validation_1-mae:6107.19531 [726] validation_0-mae:4905.79053 validation_1-mae:6107.09228 [727] validation_0-mae:4904.02637 validation_1-mae:6106.81299 [728] validation_0-mae:4902.12744 validation_1-mae:6106.68603 [729] validation_0-mae:4899.36816 validation_1-mae:6107.30029 [730] validation_0-mae:4897.90723 validation_1-mae:6106.87988 [731] validation_0-mae:4897.34912 validation_1-mae:6106.74805 [732] validation_0-mae:4896.18750 validation_1-mae:6106.44775 [733] validation_0-mae:4894.28272 validation_1-mae:6106.28320 [734] validation_0-mae:4893.10010 validation_1-mae:6105.96484 [735] validation_0-mae:4893.01611 validation_1-mae:6105.99658 [736] validation_0-mae:4891.30762 validation_1-mae:6105.00244 [737] validation_0-mae:4889.20215 validation_1-mae:6104.52539 [738] validation_0-mae:4887.50977 validation_1-mae:6103.23535 [739] validation_0-mae:4885.07812 validation_1-mae:6100.65674 [740] validation_0-mae:4884.31543 validation_1-mae:6101.03613 [741] validation_0-mae:4883.45801 validation_1-mae:6101.00537 [742] validation_0-mae:4882.98438 validation_1-mae:6101.03955 [743] validation_0-mae:4880.64502 validation_1-mae:6101.43555 [744] validation_0-mae:4879.46289 validation_1-mae:6101.03760 [745] validation_0-mae:4878.50000 validation_1-mae:6101.11719 [746] validation_0-mae:4878.38818 validation_1-mae:6101.26318 [747] validation_0-mae:4878.13916 validation_1-mae:6101.38525 [748] validation_0-mae:4877.31201 validation_1-mae:6101.43066 [749] validation_0-mae:4875.83008 validation_1-mae:6101.59473 [750] validation_0-mae:4874.23682 validation_1-mae:6100.77539 [751] validation_0-mae:4871.92188 validation_1-mae:6100.12158 [752] validation_0-mae:4870.80566 validation_1-mae:6100.08594 [753] validation_0-mae:4869.89795 validation_1-mae:6100.25049 [754] validation_0-mae:4868.77930 validation_1-mae:6099.97363 [755] validation_0-mae:4866.88770 validation_1-mae:6098.97949 [756] validation_0-mae:4865.92285 validation_1-mae:6099.00293 [757] validation_0-mae:4864.90137 validation_1-mae:6098.69189 [758] validation_0-mae:4864.03711 validation_1-mae:6098.29102 [759] validation_0-mae:4861.85010 validation_1-mae:6097.69092 [760] validation_0-mae:4860.22900 validation_1-mae:6097.47998 [761] validation_0-mae:4857.99121 validation_1-mae:6095.83252 [762] validation_0-mae:4855.40967 validation_1-mae:6094.72119 [763] validation_0-mae:4854.66992 validation_1-mae:6094.79688 [764] validation_0-mae:4853.94727 validation_1-mae:6094.61133 [765] validation_0-mae:4852.26123 validation_1-mae:6094.24902 [766] validation_0-mae:4851.03760 validation_1-mae:6094.17432 [767] validation_0-mae:4850.16650 validation_1-mae:6093.77832 [768] validation_0-mae:4849.43652 validation_1-mae:6093.52686 [769] validation_0-mae:4849.01123 validation_1-mae:6093.65234 [770] validation_0-mae:4848.28076 validation_1-mae:6093.33936 [771] validation_0-mae:4846.94434 validation_1-mae:6093.10547 [772] validation_0-mae:4845.31201 validation_1-mae:6092.56299 [773] validation_0-mae:4843.22266 validation_1-mae:6093.03223 [774] validation_0-mae:4841.69824 validation_1-mae:6093.24658 [775] validation_0-mae:4840.09961 validation_1-mae:6093.23926 [776] validation_0-mae:4838.36865 validation_1-mae:6092.58740 [777] validation_0-mae:4837.10059 validation_1-mae:6092.33643 [778] validation_0-mae:4835.43799 validation_1-mae:6092.60693 [779] validation_0-mae:4833.99853 validation_1-mae:6092.21387 [780] validation_0-mae:4832.47510 validation_1-mae:6092.51904 [781] validation_0-mae:4832.12158 validation_1-mae:6092.49512 [782] validation_0-mae:4830.85254 validation_1-mae:6092.60596 [783] validation_0-mae:4829.87744 validation_1-mae:6092.48779 [784] validation_0-mae:4828.48389 validation_1-mae:6091.99756 [785] validation_0-mae:4827.75488 validation_1-mae:6091.85205 [786] validation_0-mae:4826.99707 validation_1-mae:6091.81055 [787] validation_0-mae:4826.69287 validation_1-mae:6091.85547 [788] validation_0-mae:4826.44336 validation_1-mae:6091.71875 [789] validation_0-mae:4825.62500 validation_1-mae:6091.69385 [790] validation_0-mae:4825.13916 validation_1-mae:6091.73633 [791] validation_0-mae:4824.65772 validation_1-mae:6091.72412 [792] validation_0-mae:4824.09228 validation_1-mae:6091.55518 [793] validation_0-mae:4821.71728 validation_1-mae:6091.91748 [794] validation_0-mae:4819.64453 validation_1-mae:6091.08398 [795] validation_0-mae:4817.54834 validation_1-mae:6090.27100 [796] validation_0-mae:4816.76611 validation_1-mae:6090.08398 [797] validation_0-mae:4815.85840 validation_1-mae:6090.08545 [798] validation_0-mae:4813.95898 validation_1-mae:6088.77148 [799] validation_0-mae:4813.30078 validation_1-mae:6088.30664 [800] validation_0-mae:4812.04932 validation_1-mae:6087.62695 [801] validation_0-mae:4811.04199 validation_1-mae:6088.12500 [802] validation_0-mae:4809.49658 validation_1-mae:6088.07861 [803] validation_0-mae:4807.83105 validation_1-mae:6088.08936 [804] validation_0-mae:4806.86475 validation_1-mae:6087.13232 [805] validation_0-mae:4806.45264 validation_1-mae:6087.03906 [806] validation_0-mae:4805.52490 validation_1-mae:6087.20557 [807] validation_0-mae:4803.81201 validation_1-mae:6086.18848 [808] validation_0-mae:4801.70068 validation_1-mae:6085.26660 [809] validation_0-mae:4799.83789 validation_1-mae:6085.48682 [810] validation_0-mae:4798.05029 validation_1-mae:6084.95557 [811] validation_0-mae:4796.70508 validation_1-mae:6084.48633 [812] validation_0-mae:4795.82666 validation_1-mae:6084.90625 [813] validation_0-mae:4794.77539 validation_1-mae:6084.58105 [814] validation_0-mae:4793.89697 validation_1-mae:6084.25244 [815] validation_0-mae:4792.65478 validation_1-mae:6083.72559 [816] validation_0-mae:4791.77783 validation_1-mae:6083.65283 [817] validation_0-mae:4790.92285 validation_1-mae:6083.58252 [818] validation_0-mae:4790.09180 validation_1-mae:6083.03857 [819] validation_0-mae:4788.26465 validation_1-mae:6082.88037 [820] validation_0-mae:4786.27783 validation_1-mae:6082.43555 [821] validation_0-mae:4783.64502 validation_1-mae:6081.22314 [822] validation_0-mae:4781.95752 validation_1-mae:6080.62305 [823] validation_0-mae:4781.01709 validation_1-mae:6081.25830 [824] validation_0-mae:4779.91748 validation_1-mae:6081.34326 [825] validation_0-mae:4778.54834 validation_1-mae:6080.71533 [826] validation_0-mae:4777.85840 validation_1-mae:6080.75439 [827] validation_0-mae:4775.91699 validation_1-mae:6080.09863 [828] validation_0-mae:4774.13135 validation_1-mae:6079.39014 [829] validation_0-mae:4772.79443 validation_1-mae:6079.62012 [830] validation_0-mae:4771.34180 validation_1-mae:6079.19189 [831] validation_0-mae:4768.70654 validation_1-mae:6079.46728 [832] validation_0-mae:4765.75977 validation_1-mae:6078.04443 [833] validation_0-mae:4763.31348 validation_1-mae:6078.23926 [834] validation_0-mae:4761.66357 validation_1-mae:6078.61475 [835] validation_0-mae:4759.75537 validation_1-mae:6078.47998 [836] validation_0-mae:4757.88867 validation_1-mae:6079.60254 [837] validation_0-mae:4755.50488 validation_1-mae:6078.66113 [838] validation_0-mae:4753.13916 validation_1-mae:6077.46875 [839] validation_0-mae:4751.84033 validation_1-mae:6077.23779 [840] validation_0-mae:4750.65283 validation_1-mae:6078.21875 [841] validation_0-mae:4748.44141 validation_1-mae:6077.95508 [842] validation_0-mae:4745.86328 validation_1-mae:6077.54688 [843] validation_0-mae:4743.35352 validation_1-mae:6076.98730 [844] validation_0-mae:4741.37647 validation_1-mae:6076.00488 [845] validation_0-mae:4739.29688 validation_1-mae:6075.32373 [846] validation_0-mae:4737.54980 validation_1-mae:6074.59766 [847] validation_0-mae:4735.96289 validation_1-mae:6073.91504 [848] validation_0-mae:4735.18311 validation_1-mae:6073.66943 [849] validation_0-mae:4733.84814 validation_1-mae:6073.52002 [850] validation_0-mae:4732.07568 validation_1-mae:6073.02490 [851] validation_0-mae:4730.33252 validation_1-mae:6072.63916 [852] validation_0-mae:4728.80273 validation_1-mae:6072.18555 [853] validation_0-mae:4726.76318 validation_1-mae:6072.12939 [854] validation_0-mae:4725.49170 validation_1-mae:6071.88330 [855] validation_0-mae:4724.58057 validation_1-mae:6071.72363 [856] validation_0-mae:4723.13184 validation_1-mae:6071.97022 [857] validation_0-mae:4722.53418 validation_1-mae:6071.80420 [858] validation_0-mae:4721.05322 validation_1-mae:6071.39258 [859] validation_0-mae:4720.49365 validation_1-mae:6071.46387 [860] validation_0-mae:4719.29443 validation_1-mae:6070.70410 [861] validation_0-mae:4718.57324 validation_1-mae:6070.84326 [862] validation_0-mae:4717.76318 validation_1-mae:6070.78320 [863] validation_0-mae:4715.86084 validation_1-mae:6070.60889 [864] validation_0-mae:4714.35254 validation_1-mae:6070.19287 [865] validation_0-mae:4712.52051 validation_1-mae:6070.35938 [866] validation_0-mae:4712.17725 validation_1-mae:6070.16846 [867] validation_0-mae:4711.11328 validation_1-mae:6069.48877 [868] validation_0-mae:4710.32031 validation_1-mae:6069.51709 [869] validation_0-mae:4709.58008 validation_1-mae:6069.54590 [870] validation_0-mae:4707.71436 validation_1-mae:6070.25977 [871] validation_0-mae:4706.41748 validation_1-mae:6070.50098 [872] validation_0-mae:4705.43848 validation_1-mae:6070.19775 [873] validation_0-mae:4703.45020 validation_1-mae:6069.62305 [874] validation_0-mae:4701.78320 validation_1-mae:6069.69922 [875] validation_0-mae:4700.37647 validation_1-mae:6069.79248 [876] validation_0-mae:4698.86523 validation_1-mae:6069.45703 [877] validation_0-mae:4697.18164 validation_1-mae:6068.52978 [878] validation_0-mae:4695.47022 validation_1-mae:6068.39697 [879] validation_0-mae:4694.63818 validation_1-mae:6068.15967 [880] validation_0-mae:4694.60547 validation_1-mae:6068.18408 [881] validation_0-mae:4692.72022 validation_1-mae:6067.69580 [882] validation_0-mae:4691.97022 validation_1-mae:6067.63672 [883] validation_0-mae:4691.24121 validation_1-mae:6068.04688 [884] validation_0-mae:4690.20166 validation_1-mae:6068.02344 [885] validation_0-mae:4689.59033 validation_1-mae:6068.08887 [886] validation_0-mae:4688.06592 validation_1-mae:6067.84570 [887] validation_0-mae:4687.70996 validation_1-mae:6067.93701 [888] validation_0-mae:4687.18945 validation_1-mae:6067.75049 [889] validation_0-mae:4685.80713 validation_1-mae:6067.69043 [890] validation_0-mae:4684.17236 validation_1-mae:6068.32812 [891] validation_0-mae:4683.69092 validation_1-mae:6068.33252 [892] validation_0-mae:4681.37988 validation_1-mae:6066.96680 [893] validation_0-mae:4679.94775 validation_1-mae:6066.86328 [894] validation_0-mae:4678.69922 validation_1-mae:6066.47363 [895] validation_0-mae:4677.44336 validation_1-mae:6066.44971 [896] validation_0-mae:4676.66602 validation_1-mae:6066.28125 [897] validation_0-mae:4676.18262 validation_1-mae:6065.85986 [898] validation_0-mae:4674.50342 validation_1-mae:6065.36133 [899] validation_0-mae:4673.02637 validation_1-mae:6065.25635 [900] validation_0-mae:4671.85107 validation_1-mae:6065.26953 [901] validation_0-mae:4669.88867 validation_1-mae:6064.56055 [902] validation_0-mae:4669.25488 validation_1-mae:6064.60059 [903] validation_0-mae:4667.61523 validation_1-mae:6065.12109 [904] validation_0-mae:4666.72949 validation_1-mae:6065.28564 [905] validation_0-mae:4665.95117 validation_1-mae:6065.22656 [906] validation_0-mae:4664.23193 validation_1-mae:6065.35742 [907] validation_0-mae:4663.09424 validation_1-mae:6064.83301 [908] validation_0-mae:4661.79248 validation_1-mae:6065.11572 [909] validation_0-mae:4661.20801 validation_1-mae:6065.27783 [910] validation_0-mae:4661.02588 validation_1-mae:6065.49463 [911] validation_0-mae:4659.40967 validation_1-mae:6065.02197 [912] validation_0-mae:4658.76367 validation_1-mae:6065.43457 [913] validation_0-mae:4657.10010 validation_1-mae:6065.10156 [914] validation_0-mae:4655.71777 validation_1-mae:6064.97705 [915] validation_0-mae:4654.38379 validation_1-mae:6064.74170 [916] validation_0-mae:4652.05615 validation_1-mae:6064.35156 [917] validation_0-mae:4651.56445 validation_1-mae:6064.05859 [918] validation_0-mae:4648.36719 validation_1-mae:6063.57715 [919] validation_0-mae:4647.43945 validation_1-mae:6063.34082 [920] validation_0-mae:4645.15283 validation_1-mae:6062.35498 [921] validation_0-mae:4643.49902 validation_1-mae:6062.89795 [922] validation_0-mae:4641.67188 validation_1-mae:6063.02197 [923] validation_0-mae:4640.30176 validation_1-mae:6062.78223 [924] validation_0-mae:4638.71094 validation_1-mae:6062.23926 [925] validation_0-mae:4638.00830 validation_1-mae:6062.22217 [926] validation_0-mae:4637.52148 validation_1-mae:6062.20215 [927] validation_0-mae:4635.74707 validation_1-mae:6062.35254 [928] validation_0-mae:4634.43115 validation_1-mae:6062.89355 [929] validation_0-mae:4633.71777 validation_1-mae:6062.98877 [930] validation_0-mae:4632.57031 validation_1-mae:6062.45801 [931] validation_0-mae:4632.36377 validation_1-mae:6062.42139 [932] validation_0-mae:4631.62402 validation_1-mae:6061.91211 [933] validation_0-mae:4630.35107 validation_1-mae:6061.70508 [934] validation_0-mae:4629.90967 validation_1-mae:6061.46533 [935] validation_0-mae:4629.40576 validation_1-mae:6061.79150 [936] validation_0-mae:4628.39111 validation_1-mae:6062.18555 [937] validation_0-mae:4627.75635 validation_1-mae:6062.24756 [938] validation_0-mae:4626.04102 validation_1-mae:6061.67969 [939] validation_0-mae:4625.01172 validation_1-mae:6061.34912 [940] validation_0-mae:4623.89893 validation_1-mae:6061.15332 [941] validation_0-mae:4622.89209 validation_1-mae:6061.07910 [942] validation_0-mae:4621.01465 validation_1-mae:6060.11865 [943] validation_0-mae:4619.72022 validation_1-mae:6059.62744 [944] validation_0-mae:4619.37012 validation_1-mae:6059.86035 [945] validation_0-mae:4618.17139 validation_1-mae:6060.32227 [946] validation_0-mae:4618.04102 validation_1-mae:6060.45117 [947] validation_0-mae:4617.12842 validation_1-mae:6060.00732 [948] validation_0-mae:4616.01855 validation_1-mae:6059.64258 [949] validation_0-mae:4614.44238 validation_1-mae:6060.02197 [950] validation_0-mae:4612.60693 validation_1-mae:6059.96484 [951] validation_0-mae:4610.83252 validation_1-mae:6059.57910 [952] validation_0-mae:4609.55566 validation_1-mae:6059.59424 [953] validation_0-mae:4607.85059 validation_1-mae:6059.23535 [954] validation_0-mae:4606.07422 validation_1-mae:6058.95312 [955] validation_0-mae:4604.54736 validation_1-mae:6058.59814 [956] validation_0-mae:4603.90820 validation_1-mae:6058.43164 [957] validation_0-mae:4603.17773 validation_1-mae:6058.55518 [958] validation_0-mae:4601.95557 validation_1-mae:6058.77002 [959] validation_0-mae:4600.34228 validation_1-mae:6057.88330 [960] validation_0-mae:4598.02441 validation_1-mae:6057.72070 [961] validation_0-mae:4597.17236 validation_1-mae:6057.98975 [962] validation_0-mae:4596.22217 validation_1-mae:6057.25000 [963] validation_0-mae:4595.53857 validation_1-mae:6057.17480 [964] validation_0-mae:4594.61816 validation_1-mae:6056.95801 [965] validation_0-mae:4592.99561 validation_1-mae:6056.86865 [966] validation_0-mae:4591.14355 validation_1-mae:6056.13965 [967] validation_0-mae:4589.85791 validation_1-mae:6056.14258 [968] validation_0-mae:4588.74463 validation_1-mae:6055.92236 [969] validation_0-mae:4587.53857 validation_1-mae:6056.02344 [970] validation_0-mae:4586.72412 validation_1-mae:6056.02051 [971] validation_0-mae:4585.95117 validation_1-mae:6055.83105 [972] validation_0-mae:4585.58350 validation_1-mae:6056.01318 [973] validation_0-mae:4585.14941 validation_1-mae:6056.14844 [974] validation_0-mae:4583.83740 validation_1-mae:6056.03906 [975] validation_0-mae:4582.17676 validation_1-mae:6055.87207 [976] validation_0-mae:4581.75635 validation_1-mae:6055.82861 [977] validation_0-mae:4579.73193 validation_1-mae:6056.07031 [978] validation_0-mae:4578.91553 validation_1-mae:6056.27100 [979] validation_0-mae:4578.00928 validation_1-mae:6056.42334 [980] validation_0-mae:4577.03467 validation_1-mae:6056.32812 [981] validation_0-mae:4576.04883 validation_1-mae:6056.02197 [982] validation_0-mae:4574.39600 validation_1-mae:6056.62647 [983] validation_0-mae:4573.83203 validation_1-mae:6056.64111 [984] validation_0-mae:4572.68213 validation_1-mae:6056.26562 [985] validation_0-mae:4571.58008 validation_1-mae:6055.79785 [986] validation_0-mae:4570.79834 validation_1-mae:6055.58936 [987] validation_0-mae:4569.92578 validation_1-mae:6055.41406 [988] validation_0-mae:4569.55176 validation_1-mae:6055.62061 [989] validation_0-mae:4567.97461 validation_1-mae:6054.59912 [990] validation_0-mae:4567.26953 validation_1-mae:6054.23340 [991] validation_0-mae:4566.43945 validation_1-mae:6054.28223 [992] validation_0-mae:4565.95410 validation_1-mae:6054.01465 [993] validation_0-mae:4565.55322 validation_1-mae:6053.91309 [994] validation_0-mae:4564.73145 validation_1-mae:6053.78662 [995] validation_0-mae:4563.53223 validation_1-mae:6053.56397 [996] validation_0-mae:4562.45898 validation_1-mae:6053.68701 [997] validation_0-mae:4561.50781 validation_1-mae:6053.28613 [998] validation_0-mae:4560.28662 validation_1-mae:6052.77930 [999] validation_0-mae:4559.12891 validation_1-mae:6053.12891 [1000] validation_0-mae:4558.23486 validation_1-mae:6052.99512 [1001] validation_0-mae:4556.65723 validation_1-mae:6052.58887 [1002] validation_0-mae:4556.19971 validation_1-mae:6052.57666 [1003] validation_0-mae:4554.71875 validation_1-mae:6052.51074 [1004] validation_0-mae:4554.46533 validation_1-mae:6052.66846 [1005] validation_0-mae:4553.67334 validation_1-mae:6053.10986 [1006] validation_0-mae:4552.59082 validation_1-mae:6052.80322 [1007] validation_0-mae:4550.88037 validation_1-mae:6052.22461 [1008] validation_0-mae:4550.07422 validation_1-mae:6051.96875 [1009] validation_0-mae:4548.85986 validation_1-mae:6052.22119 [1010] validation_0-mae:4547.87744 validation_1-mae:6052.18457 [1011] validation_0-mae:4546.18555 validation_1-mae:6052.40527 [1012] validation_0-mae:4545.39307 validation_1-mae:6052.55176 [1013] validation_0-mae:4544.94873 validation_1-mae:6052.40332 [1014] validation_0-mae:4544.66211 validation_1-mae:6052.32031 [1015] validation_0-mae:4543.04590 validation_1-mae:6052.04395 [1016] validation_0-mae:4542.64258 validation_1-mae:6052.15478 [1017] validation_0-mae:4541.65576 validation_1-mae:6051.88477 [1018] validation_0-mae:4540.39355 validation_1-mae:6051.61084 [1019] validation_0-mae:4539.53467 validation_1-mae:6051.43750 [1020] validation_0-mae:4538.31348 validation_1-mae:6051.98193 [1021] validation_0-mae:4537.69043 validation_1-mae:6051.94727 [1022] validation_0-mae:4537.13721 validation_1-mae:6052.21777 [1023] validation_0-mae:4535.92139 validation_1-mae:6052.33936 [1024] validation_0-mae:4533.99756 validation_1-mae:6051.89795 [1025] validation_0-mae:4532.89746 validation_1-mae:6051.89062 [1026] validation_0-mae:4531.72412 validation_1-mae:6051.79053 [1027] validation_0-mae:4530.70557 validation_1-mae:6051.80615 [1028] validation_0-mae:4529.62647 validation_1-mae:6051.76123 [1029] validation_0-mae:4528.60693 validation_1-mae:6051.43115 [1030] validation_0-mae:4526.81103 validation_1-mae:6052.69238 [1031] validation_0-mae:4524.93555 validation_1-mae:6052.86523 [1032] validation_0-mae:4523.98242 validation_1-mae:6052.79492 [1033] validation_0-mae:4522.66943 validation_1-mae:6052.94775 [1034] validation_0-mae:4521.06836 validation_1-mae:6052.69043 [1035] validation_0-mae:4520.27832 validation_1-mae:6052.72119 [1036] validation_0-mae:4519.49365 validation_1-mae:6053.06250 [1037] validation_0-mae:4518.49414 validation_1-mae:6052.79443 [1038] validation_0-mae:4517.76172 validation_1-mae:6052.60254 [1039] validation_0-mae:4516.77832 validation_1-mae:6052.68945 [1040] validation_0-mae:4515.89941 validation_1-mae:6052.89990 [1041] validation_0-mae:4515.47022 validation_1-mae:6053.00488 [1042] validation_0-mae:4515.02832 validation_1-mae:6053.31787 [1043] validation_0-mae:4514.74121 validation_1-mae:6053.40820 [1044] validation_0-mae:4512.99023 validation_1-mae:6052.35547 [1045] validation_0-mae:4511.46045 validation_1-mae:6052.29248 [1046] validation_0-mae:4510.30762 validation_1-mae:6052.74072 [1047] validation_0-mae:4508.87402 validation_1-mae:6053.85840 [1048] validation_0-mae:4507.92090 validation_1-mae:6054.14893 [1049] validation_0-mae:4505.66064 validation_1-mae:6052.73535 [1050] validation_0-mae:4504.22461 validation_1-mae:6052.52832 [1051] validation_0-mae:4502.45410 validation_1-mae:6051.54688 [1052] validation_0-mae:4500.45068 validation_1-mae:6051.19873 [1053] validation_0-mae:4499.41357 validation_1-mae:6050.77832 [1054] validation_0-mae:4498.69580 validation_1-mae:6050.75342 [1055] validation_0-mae:4497.72217 validation_1-mae:6050.77734 [1056] validation_0-mae:4495.43994 validation_1-mae:6051.50049 [1057] validation_0-mae:4493.18066 validation_1-mae:6050.71436 [1058] validation_0-mae:4492.21826 validation_1-mae:6050.94922 [1059] validation_0-mae:4490.36621 validation_1-mae:6050.73486 [1060] validation_0-mae:4488.98486 validation_1-mae:6049.97119 [1061] validation_0-mae:4488.16064 validation_1-mae:6049.89404 [1062] validation_0-mae:4486.50879 validation_1-mae:6050.48291 [1063] validation_0-mae:4484.87891 validation_1-mae:6049.88818 [1064] validation_0-mae:4483.58740 validation_1-mae:6050.16211 [1065] validation_0-mae:4481.46338 validation_1-mae:6050.21387 [1066] validation_0-mae:4480.82666 validation_1-mae:6049.86523 [1067] validation_0-mae:4479.99658 validation_1-mae:6050.37402 [1068] validation_0-mae:4478.74951 validation_1-mae:6050.40137 [1069] validation_0-mae:4477.57861 validation_1-mae:6049.92725 [1070] validation_0-mae:4476.52832 validation_1-mae:6050.38477 [1071] validation_0-mae:4475.83984 validation_1-mae:6050.17139 [1072] validation_0-mae:4474.36523 validation_1-mae:6050.00342 [1073] validation_0-mae:4472.44873 validation_1-mae:6049.44678 [1074] validation_0-mae:4470.40039 validation_1-mae:6049.35840 [1075] validation_0-mae:4468.89453 validation_1-mae:6048.82324 [1076] validation_0-mae:4467.39795 validation_1-mae:6049.24805 [1077] validation_0-mae:4465.87256 validation_1-mae:6049.04883 [1078] validation_0-mae:4464.28027 validation_1-mae:6048.75635 [1079] validation_0-mae:4462.69873 validation_1-mae:6048.88330 [1080] validation_0-mae:4461.57861 validation_1-mae:6048.76074 [1081] validation_0-mae:4459.97754 validation_1-mae:6048.87402 [1082] validation_0-mae:4458.38818 validation_1-mae:6048.94385 [1083] validation_0-mae:4456.66113 validation_1-mae:6048.65772 [1084] validation_0-mae:4456.34766 validation_1-mae:6048.62305 [1085] validation_0-mae:4455.44043 validation_1-mae:6048.73779 [1086] validation_0-mae:4454.32471 validation_1-mae:6048.48291 [1087] validation_0-mae:4452.70752 validation_1-mae:6048.81641 [1088] validation_0-mae:4451.70752 validation_1-mae:6048.41699 [1089] validation_0-mae:4451.11963 validation_1-mae:6048.27393 [1090] validation_0-mae:4450.28906 validation_1-mae:6048.55078 [1091] validation_0-mae:4449.03955 validation_1-mae:6048.21680 [1092] validation_0-mae:4447.65967 validation_1-mae:6047.46875 [1093] validation_0-mae:4447.48535 validation_1-mae:6047.43311 [1094] validation_0-mae:4446.84766 validation_1-mae:6047.40430 [1095] validation_0-mae:4446.72949 validation_1-mae:6047.26074 [1096] validation_0-mae:4446.05615 validation_1-mae:6046.92139 [1097] validation_0-mae:4444.95947 validation_1-mae:6046.85742 [1098] validation_0-mae:4443.46143 validation_1-mae:6046.23779 [1099] validation_0-mae:4442.60596 validation_1-mae:6046.03760 [1100] validation_0-mae:4440.80908 validation_1-mae:6045.41797 [1101] validation_0-mae:4439.60645 validation_1-mae:6044.99658 [1102] validation_0-mae:4438.68408 validation_1-mae:6044.83789 [1103] validation_0-mae:4437.94238 validation_1-mae:6044.91064 [1104] validation_0-mae:4436.56787 validation_1-mae:6044.83350 [1105] validation_0-mae:4435.62549 validation_1-mae:6044.53760 [1106] validation_0-mae:4434.59570 validation_1-mae:6044.58643 [1107] validation_0-mae:4433.53857 validation_1-mae:6044.46289 [1108] validation_0-mae:4431.93262 validation_1-mae:6045.08838 [1109] validation_0-mae:4430.41553 validation_1-mae:6044.92188 [1110] validation_0-mae:4428.19531 validation_1-mae:6044.31006 [1111] validation_0-mae:4427.23730 validation_1-mae:6044.37158 [1112] validation_0-mae:4426.53613 validation_1-mae:6044.53564 [1113] validation_0-mae:4425.29736 validation_1-mae:6044.47998 [1114] validation_0-mae:4424.16016 validation_1-mae:6044.28467 [1115] validation_0-mae:4423.37598 validation_1-mae:6044.21240 [1116] validation_0-mae:4421.36475 validation_1-mae:6044.40088 [1117] validation_0-mae:4420.74219 validation_1-mae:6044.16309 [1118] validation_0-mae:4419.32861 validation_1-mae:6043.96973 [1119] validation_0-mae:4417.58447 validation_1-mae:6044.13330 [1120] validation_0-mae:4416.43945 validation_1-mae:6043.32422 [1121] validation_0-mae:4415.33057 validation_1-mae:6043.49219 [1122] validation_0-mae:4414.72412 validation_1-mae:6043.54883 [1123] validation_0-mae:4413.73535 validation_1-mae:6043.36084 [1124] validation_0-mae:4412.93750 validation_1-mae:6043.63232 [1125] validation_0-mae:4412.78613 validation_1-mae:6043.59863 [1126] validation_0-mae:4412.58887 validation_1-mae:6043.49658 [1127] validation_0-mae:4412.43506 validation_1-mae:6043.50879 [1128] validation_0-mae:4411.82324 validation_1-mae:6043.57129 [1129] validation_0-mae:4411.29688 validation_1-mae:6043.34375 [1130] validation_0-mae:4409.91797 validation_1-mae:6043.77100 [1131] validation_0-mae:4409.10840 validation_1-mae:6044.11719 [1132] validation_0-mae:4406.76758 validation_1-mae:6043.73730 [1133] validation_0-mae:4405.00293 validation_1-mae:6043.62061 [1134] validation_0-mae:4403.92285 validation_1-mae:6043.95215 [1135] validation_0-mae:4403.07812 validation_1-mae:6043.54297 [1136] validation_0-mae:4401.73340 validation_1-mae:6043.99365 [1137] validation_0-mae:4401.08105 validation_1-mae:6044.14795 [1138] validation_0-mae:4400.06250 validation_1-mae:6044.23682 [1139] validation_0-mae:4399.26465 validation_1-mae:6044.54736 [1140] validation_0-mae:4397.49170 validation_1-mae:6043.62207 [1141] validation_0-mae:4396.24561 validation_1-mae:6043.74121 [1142] validation_0-mae:4395.69043 validation_1-mae:6043.74072 [1143] validation_0-mae:4394.31397 validation_1-mae:6043.50098 [1144] validation_0-mae:4392.73145 validation_1-mae:6042.71826 [1145] validation_0-mae:4391.78760 validation_1-mae:6042.53613 [1146] validation_0-mae:4390.96338 validation_1-mae:6042.29541 [1147] validation_0-mae:4389.67188 validation_1-mae:6041.90234 [1148] validation_0-mae:4388.09277 validation_1-mae:6041.30469 [1149] validation_0-mae:4386.94336 validation_1-mae:6041.21924 [1150] validation_0-mae:4385.41064 validation_1-mae:6041.01904 [1151] validation_0-mae:4383.62256 validation_1-mae:6039.55566 [1152] validation_0-mae:4382.61426 validation_1-mae:6039.91406 [1153] validation_0-mae:4381.82129 validation_1-mae:6040.21533 [1154] validation_0-mae:4379.12695 validation_1-mae:6039.81641 [1155] validation_0-mae:4377.37744 validation_1-mae:6039.66895 [1156] validation_0-mae:4376.43115 validation_1-mae:6039.57861 [1157] validation_0-mae:4375.36768 validation_1-mae:6039.21728 [1158] validation_0-mae:4374.48242 validation_1-mae:6039.83447 [1159] validation_0-mae:4373.30762 validation_1-mae:6039.36963 [1160] validation_0-mae:4372.42725 validation_1-mae:6039.90039 [1161] validation_0-mae:4371.75732 validation_1-mae:6040.24951 [1162] validation_0-mae:4370.64648 validation_1-mae:6040.04199 [1163] validation_0-mae:4369.07275 validation_1-mae:6039.74561 [1164] validation_0-mae:4368.56982 validation_1-mae:6040.03564 [1165] validation_0-mae:4367.66455 validation_1-mae:6039.87598 [1166] validation_0-mae:4366.92969 validation_1-mae:6039.54688 [1167] validation_0-mae:4366.66846 validation_1-mae:6039.56201 [1168] validation_0-mae:4365.57031 validation_1-mae:6039.26904 [1169] validation_0-mae:4364.66748 validation_1-mae:6039.05615 [1170] validation_0-mae:4363.94287 validation_1-mae:6039.24561 [1171] validation_0-mae:4362.32422 validation_1-mae:6038.04785 [1172] validation_0-mae:4361.37988 validation_1-mae:6038.25635 [1173] validation_0-mae:4359.71143 validation_1-mae:6038.40137 [1174] validation_0-mae:4358.48193 validation_1-mae:6038.55176 [1175] validation_0-mae:4357.56641 validation_1-mae:6038.66260 [1176] validation_0-mae:4357.36865 validation_1-mae:6038.70850 [1177] validation_0-mae:4355.63672 validation_1-mae:6038.18701 [1178] validation_0-mae:4355.56445 validation_1-mae:6038.23975 [1179] validation_0-mae:4355.27588 validation_1-mae:6038.32471 [1180] validation_0-mae:4354.00830 validation_1-mae:6038.62109 [1181] validation_0-mae:4352.48633 validation_1-mae:6038.35840 [1182] validation_0-mae:4351.11133 validation_1-mae:6037.90430 [1183] validation_0-mae:4349.76318 validation_1-mae:6037.91602 [1184] validation_0-mae:4348.91113 validation_1-mae:6038.25439 [1185] validation_0-mae:4347.56641 validation_1-mae:6038.02832 [1186] validation_0-mae:4346.34961 validation_1-mae:6038.43066 [1187] validation_0-mae:4345.70361 validation_1-mae:6038.50391 [1188] validation_0-mae:4344.72363 validation_1-mae:6038.49219 [1189] validation_0-mae:4343.73047 validation_1-mae:6038.05371 [1190] validation_0-mae:4342.64209 validation_1-mae:6038.09277 [1191] validation_0-mae:4342.00293 validation_1-mae:6038.44531 [1192] validation_0-mae:4341.06299 validation_1-mae:6038.36230 [1193] validation_0-mae:4340.36816 validation_1-mae:6038.33789 [1194] validation_0-mae:4338.84522 validation_1-mae:6038.26465 [1195] validation_0-mae:4337.27637 validation_1-mae:6037.55469 [1196] validation_0-mae:4336.04883 validation_1-mae:6037.63428 [1197] validation_0-mae:4334.51367 validation_1-mae:6037.24072 [1198] validation_0-mae:4333.30273 validation_1-mae:6036.39600 [1199] validation_0-mae:4331.76562 validation_1-mae:6035.87012 [1200] validation_0-mae:4330.81201 validation_1-mae:6036.34766 [1201] validation_0-mae:4330.14355 validation_1-mae:6037.06103 [1202] validation_0-mae:4328.76025 validation_1-mae:6036.61035 [1203] validation_0-mae:4327.89404 validation_1-mae:6036.46289 [1204] validation_0-mae:4326.74463 validation_1-mae:6036.37500 [1205] validation_0-mae:4325.38037 validation_1-mae:6036.14697 [1206] validation_0-mae:4324.49805 validation_1-mae:6036.13428 [1207] validation_0-mae:4323.75537 validation_1-mae:6035.67773 [1208] validation_0-mae:4322.58105 validation_1-mae:6035.16357 [1209] validation_0-mae:4321.52246 validation_1-mae:6035.15723 [1210] validation_0-mae:4320.79834 validation_1-mae:6035.07812 [1211] validation_0-mae:4319.68897 validation_1-mae:6034.90430 [1212] validation_0-mae:4318.20801 validation_1-mae:6034.04395 [1213] validation_0-mae:4317.29639 validation_1-mae:6034.10107 [1214] validation_0-mae:4316.96728 validation_1-mae:6034.13623 [1215] validation_0-mae:4316.43848 validation_1-mae:6034.09814 [1216] validation_0-mae:4315.28223 validation_1-mae:6034.19629 [1217] validation_0-mae:4314.76465 validation_1-mae:6034.25879 [1218] validation_0-mae:4314.09570 validation_1-mae:6034.03418 [1219] validation_0-mae:4312.97998 validation_1-mae:6033.84619 [1220] validation_0-mae:4311.05371 validation_1-mae:6033.53760 [1221] validation_0-mae:4310.15283 validation_1-mae:6033.31494 [1222] validation_0-mae:4308.60791 validation_1-mae:6033.06836 [1223] validation_0-mae:4308.26465 validation_1-mae:6033.15283 [1224] validation_0-mae:4307.79541 validation_1-mae:6033.33496 [1225] validation_0-mae:4306.58203 validation_1-mae:6033.68750 [1226] validation_0-mae:4305.89258 validation_1-mae:6033.56836 [1227] validation_0-mae:4305.26660 validation_1-mae:6033.53857 [1228] validation_0-mae:4304.63623 validation_1-mae:6033.26855 [1229] validation_0-mae:4303.69922 validation_1-mae:6033.11377 [1230] validation_0-mae:4302.82129 validation_1-mae:6033.12598 [1231] validation_0-mae:4301.86328 validation_1-mae:6033.35840 [1232] validation_0-mae:4300.85791 validation_1-mae:6033.74023 [1233] validation_0-mae:4299.41650 validation_1-mae:6033.82861 [1234] validation_0-mae:4298.34912 validation_1-mae:6034.12256 [1235] validation_0-mae:4297.22705 validation_1-mae:6034.42920 [1236] validation_0-mae:4295.87842 validation_1-mae:6033.78174 [1237] validation_0-mae:4294.49170 validation_1-mae:6033.29639 [1238] validation_0-mae:4293.63721 validation_1-mae:6033.23438 [1239] validation_0-mae:4292.08154 validation_1-mae:6033.15723 [1240] validation_0-mae:4290.60547 validation_1-mae:6032.39502 [1241] validation_0-mae:4289.47852 validation_1-mae:6032.36133 [1242] validation_0-mae:4288.44434 validation_1-mae:6032.11182 [1243] validation_0-mae:4287.36182 validation_1-mae:6032.75293 [1244] validation_0-mae:4286.47900 validation_1-mae:6032.14209 [1245] validation_0-mae:4285.43115 validation_1-mae:6031.92676 [1246] validation_0-mae:4284.38672 validation_1-mae:6031.87061 [1247] validation_0-mae:4283.99072 validation_1-mae:6031.99316 [1248] validation_0-mae:4283.24951 validation_1-mae:6031.53125 [1249] validation_0-mae:4282.69385 validation_1-mae:6031.67383 [1250] validation_0-mae:4282.19385 validation_1-mae:6031.72559 [1251] validation_0-mae:4281.77783 validation_1-mae:6031.70166 [1252] validation_0-mae:4281.50732 validation_1-mae:6031.59570 [1253] validation_0-mae:4280.92871 validation_1-mae:6030.73682 [1254] validation_0-mae:4280.13135 validation_1-mae:6030.67725 [1255] validation_0-mae:4279.82861 validation_1-mae:6030.73242 [1256] validation_0-mae:4279.49365 validation_1-mae:6030.58887 [1257] validation_0-mae:4279.37500 validation_1-mae:6030.61719 [1258] validation_0-mae:4279.03809 validation_1-mae:6030.51709 [1259] validation_0-mae:4278.93213 validation_1-mae:6030.50488 [1260] validation_0-mae:4278.30713 validation_1-mae:6030.59570 [1261] validation_0-mae:4277.55322 validation_1-mae:6030.58252 [1262] validation_0-mae:4277.01270 validation_1-mae:6030.86768 [1263] validation_0-mae:4275.63672 validation_1-mae:6031.13525 [1264] validation_0-mae:4275.09570 validation_1-mae:6031.19580 [1265] validation_0-mae:4274.02539 validation_1-mae:6031.08887 [1266] validation_0-mae:4273.40381 validation_1-mae:6031.12891 [1267] validation_0-mae:4271.78711 validation_1-mae:6030.93652 [1268] validation_0-mae:4270.73291 validation_1-mae:6030.74219 [1269] validation_0-mae:4269.10840 validation_1-mae:6030.21143 [1270] validation_0-mae:4268.21582 validation_1-mae:6030.30811 [1271] validation_0-mae:4267.64307 validation_1-mae:6030.35010 [1272] validation_0-mae:4266.85889 validation_1-mae:6030.85303 [1273] validation_0-mae:4266.02686 validation_1-mae:6030.79688 [1274] validation_0-mae:4265.14746 validation_1-mae:6030.95557 [1275] validation_0-mae:4264.78955 validation_1-mae:6031.20068 [1276] validation_0-mae:4263.37402 validation_1-mae:6030.96875 [1277] validation_0-mae:4262.41602 validation_1-mae:6030.81641 [1278] validation_0-mae:4261.66553 validation_1-mae:6030.96728 [1279] validation_0-mae:4261.02637 validation_1-mae:6030.97510 [1280] validation_0-mae:4260.67432 validation_1-mae:6030.99707 [1281] validation_0-mae:4260.49170 validation_1-mae:6030.89258 [1282] validation_0-mae:4260.12256 validation_1-mae:6031.08350 [1283] validation_0-mae:4260.04004 validation_1-mae:6031.19336 [1284] validation_0-mae:4258.84570 validation_1-mae:6031.87598 [1285] validation_0-mae:4257.39746 validation_1-mae:6031.34180 [1286] validation_0-mae:4256.25391 validation_1-mae:6031.29688 [1287] validation_0-mae:4255.10010 validation_1-mae:6031.49072 [1288] validation_0-mae:4253.50781 validation_1-mae:6031.93701 [1289] validation_0-mae:4252.31641 validation_1-mae:6032.14160 [1290] validation_0-mae:4250.88037 validation_1-mae:6031.92139 [1291] validation_0-mae:4249.80859 validation_1-mae:6032.36768 [1292] validation_0-mae:4249.09668 validation_1-mae:6032.44727 [1293] validation_0-mae:4247.84912 validation_1-mae:6032.14404 [1294] validation_0-mae:4246.56641 validation_1-mae:6032.06885 [1295] validation_0-mae:4245.85596 validation_1-mae:6031.75147 [1296] validation_0-mae:4245.27978 validation_1-mae:6032.10645 [1297] validation_0-mae:4243.57617 validation_1-mae:6030.95264 [1298] validation_0-mae:4242.64697 validation_1-mae:6030.96387 [1299] validation_0-mae:4241.57178 validation_1-mae:6030.72803 [1300] validation_0-mae:4239.68555 validation_1-mae:6030.94043 [1301] validation_0-mae:4238.41748 validation_1-mae:6030.66943 [1302] validation_0-mae:4237.85986 validation_1-mae:6030.78662 [1303] validation_0-mae:4237.02100 validation_1-mae:6031.06103 [1304] validation_0-mae:4236.42529 validation_1-mae:6031.12402 [1305] validation_0-mae:4235.92969 validation_1-mae:6031.28809 [1306] validation_0-mae:4235.61572 validation_1-mae:6031.00293 [1307] validation_0-mae:4234.52490 validation_1-mae:6030.61621 [1308] validation_0-mae:4233.99902 validation_1-mae:6030.52978 [1309] validation_0-mae:4233.09473 validation_1-mae:6030.75830 [1310] validation_0-mae:4232.71777 validation_1-mae:6030.58691 [1311] validation_0-mae:4232.10010 validation_1-mae:6030.90723 [1312] validation_0-mae:4230.10059 validation_1-mae:6029.61670 [1313] validation_0-mae:4229.51660 validation_1-mae:6029.36182 [1314] validation_0-mae:4228.37402 validation_1-mae:6029.22412 [1315] validation_0-mae:4227.70947 validation_1-mae:6029.48926 [1316] validation_0-mae:4227.27978 validation_1-mae:6029.53662 [1317] validation_0-mae:4226.51807 validation_1-mae:6029.38867 [1318] validation_0-mae:4225.52686 validation_1-mae:6029.30811 [1319] validation_0-mae:4224.84619 validation_1-mae:6029.55469 [1320] validation_0-mae:4222.88525 validation_1-mae:6029.53564 [1321] validation_0-mae:4222.86035 validation_1-mae:6029.67041 [1322] validation_0-mae:4222.81689 validation_1-mae:6029.68701 [1323] validation_0-mae:4222.02686 validation_1-mae:6029.70166 [1324] validation_0-mae:4221.10645 validation_1-mae:6030.14941 [1325] validation_0-mae:4220.02344 validation_1-mae:6030.37305 [1326] validation_0-mae:4218.76904 validation_1-mae:6029.72168 [1327] validation_0-mae:4218.08447 validation_1-mae:6030.09375 [1328] validation_0-mae:4217.97998 validation_1-mae:6030.01514 [1329] validation_0-mae:4216.50000 validation_1-mae:6030.02686 [1330] validation_0-mae:4216.16064 validation_1-mae:6030.04590 [1331] validation_0-mae:4215.74023 validation_1-mae:6030.01611 [1332] validation_0-mae:4215.40576 validation_1-mae:6030.21436 [1333] validation_0-mae:4214.13428 validation_1-mae:6030.23877 [1334] validation_0-mae:4213.21875 validation_1-mae:6030.68213 [1335] validation_0-mae:4212.24902 validation_1-mae:6031.45459 [1336] validation_0-mae:4211.34033 validation_1-mae:6031.29053 [1337] validation_0-mae:4210.31348 validation_1-mae:6031.10547 [1338] validation_0-mae:4209.35986 validation_1-mae:6030.69629 [1339] validation_0-mae:4208.60938 validation_1-mae:6030.65088 [1340] validation_0-mae:4207.39648 validation_1-mae:6030.42969 [1341] validation_0-mae:4206.81836 validation_1-mae:6030.33496 [1342] validation_0-mae:4205.44678 validation_1-mae:6030.38867 [1343] validation_0-mae:4204.65576 validation_1-mae:6030.15332 [1344] validation_0-mae:4204.63379 validation_1-mae:6030.15625 [1345] validation_0-mae:4203.46289 validation_1-mae:6030.11377 [1346] validation_0-mae:4202.67090 validation_1-mae:6030.23486 [1347] validation_0-mae:4202.64307 validation_1-mae:6030.26465 [1348] validation_0-mae:4201.35986 validation_1-mae:6029.50635 [1349] validation_0-mae:4200.61572 validation_1-mae:6029.49414 [1350] validation_0-mae:4199.87695 validation_1-mae:6029.81787 [1351] validation_0-mae:4198.70361 validation_1-mae:6029.86182 [1352] validation_0-mae:4198.01074 validation_1-mae:6029.57178 [1353] validation_0-mae:4197.33594 validation_1-mae:6029.70654 [1354] validation_0-mae:4196.31738 validation_1-mae:6029.85254 [1355] validation_0-mae:4195.47119 validation_1-mae:6029.83252 [1356] validation_0-mae:4194.18945 validation_1-mae:6029.80322 [1357] validation_0-mae:4193.34766 validation_1-mae:6029.71728 [1358] validation_0-mae:4192.86475 validation_1-mae:6030.39551 [1359] validation_0-mae:4192.08203 validation_1-mae:6030.62012 [1360] validation_0-mae:4191.48193 validation_1-mae:6030.42041 [1361] validation_0-mae:4190.49805 validation_1-mae:6030.25977 [1362] validation_0-mae:4188.91699 validation_1-mae:6029.85303 [1363] validation_0-mae:4187.77832 validation_1-mae:6030.37500 [1364] validation_0-mae:4186.60596 validation_1-mae:6030.27100 [1365] validation_0-mae:4185.40039 validation_1-mae:6030.53662 [1366] validation_0-mae:4184.53564 validation_1-mae:6031.43311 [1367] validation_0-mae:4182.76025 validation_1-mae:6031.31055 [1368] validation_0-mae:4182.24268 validation_1-mae:6031.43262 [1369] validation_0-mae:4181.45068 validation_1-mae:6031.08691 [1370] validation_0-mae:4180.36621 validation_1-mae:6031.22022 [1371] validation_0-mae:4179.46826 validation_1-mae:6030.99072 [1372] validation_0-mae:4178.39160 validation_1-mae:6030.69385 [1373] validation_0-mae:4177.27148 validation_1-mae:6030.68555 [1374] validation_0-mae:4176.24463 validation_1-mae:6030.34131 [1375] validation_0-mae:4174.99707 validation_1-mae:6029.85254 [1376] validation_0-mae:4174.11035 validation_1-mae:6029.57178 [1377] validation_0-mae:4173.44189 validation_1-mae:6029.39502 [1378] validation_0-mae:4172.32568 validation_1-mae:6029.79980 [1379] validation_0-mae:4171.53174 validation_1-mae:6029.79297 [1380] validation_0-mae:4169.78272 validation_1-mae:6030.18945 [1381] validation_0-mae:4168.61426 validation_1-mae:6030.39746 [1382] validation_0-mae:4168.29639 validation_1-mae:6030.50098 [1383] validation_0-mae:4167.36475 validation_1-mae:6030.70312 [1384] validation_0-mae:4166.45898 validation_1-mae:6030.39551 [1385] validation_0-mae:4165.94238 validation_1-mae:6030.22217 [1386] validation_0-mae:4164.74658 validation_1-mae:6029.94824 [1387] validation_0-mae:4163.99707 validation_1-mae:6029.81592 [1388] validation_0-mae:4163.12695 validation_1-mae:6029.73438 [1389] validation_0-mae:4162.85596 validation_1-mae:6029.86133 [1390] validation_0-mae:4161.96875 validation_1-mae:6030.19287 [1391] validation_0-mae:4160.94092 validation_1-mae:6029.85059 [1392] validation_0-mae:4159.84326 validation_1-mae:6029.46484 [1393] validation_0-mae:4158.74512 validation_1-mae:6029.44775 [1394] validation_0-mae:4157.82812 validation_1-mae:6029.71777 [1395] validation_0-mae:4157.13379 validation_1-mae:6029.29883 [1396] validation_0-mae:4155.67236 validation_1-mae:6029.06982 [1397] validation_0-mae:4154.92871 validation_1-mae:6029.44141 [1398] validation_0-mae:4153.93506 validation_1-mae:6029.29834 [1399] validation_0-mae:4153.01465 validation_1-mae:6029.09131 [1400] validation_0-mae:4151.54590 validation_1-mae:6028.81641 [1401] validation_0-mae:4150.50195 validation_1-mae:6028.58105 [1402] validation_0-mae:4149.85010 validation_1-mae:6028.48389 [1403] validation_0-mae:4149.10938 validation_1-mae:6028.60156 [1404] validation_0-mae:4148.27246 validation_1-mae:6029.01465 [1405] validation_0-mae:4147.08545 validation_1-mae:6028.82471 [1406] validation_0-mae:4145.51660 validation_1-mae:6029.07520 [1407] validation_0-mae:4144.75000 validation_1-mae:6028.80273 [1408] validation_0-mae:4144.02441 validation_1-mae:6028.87353 [1409] validation_0-mae:4143.54785 validation_1-mae:6028.90283 [1410] validation_0-mae:4143.51709 validation_1-mae:6028.93897 [1411] validation_0-mae:4142.70166 validation_1-mae:6029.02393 [1412] validation_0-mae:4142.10596 validation_1-mae:6028.61279 [1413] validation_0-mae:4141.46045 validation_1-mae:6028.50684 [1414] validation_0-mae:4140.93701 validation_1-mae:6028.39600 [1415] validation_0-mae:4140.55811 validation_1-mae:6028.42383 [1416] validation_0-mae:4139.90820 validation_1-mae:6028.49512 [1417] validation_0-mae:4138.23633 validation_1-mae:6028.55713 [1418] validation_0-mae:4137.42285 validation_1-mae:6028.46777 [1419] validation_0-mae:4136.75098 validation_1-mae:6028.30078 [1420] validation_0-mae:4136.45117 validation_1-mae:6028.68164 [1421] validation_0-mae:4135.54785 validation_1-mae:6029.08740 [1422] validation_0-mae:4134.91162 validation_1-mae:6029.46826 [1423] validation_0-mae:4134.14160 validation_1-mae:6029.30713 [1424] validation_0-mae:4132.40283 validation_1-mae:6028.95508 [1425] validation_0-mae:4131.65332 validation_1-mae:6028.80029 [1426] validation_0-mae:4130.92676 validation_1-mae:6028.65381 [1427] validation_0-mae:4130.40576 validation_1-mae:6028.75195 [1428] validation_0-mae:4129.57178 validation_1-mae:6028.63184 [1429] validation_0-mae:4129.52148 validation_1-mae:6028.65723 [1430] validation_0-mae:4129.31934 validation_1-mae:6028.71533 [1431] validation_0-mae:4129.14160 validation_1-mae:6028.62939 [1432] validation_0-mae:4127.94238 validation_1-mae:6028.63672 [1433] validation_0-mae:4126.60791 validation_1-mae:6028.74902 [1434] validation_0-mae:4125.82666 validation_1-mae:6028.79053 [1435] validation_0-mae:4124.50732 validation_1-mae:6027.58740 [1436] validation_0-mae:4123.67432 validation_1-mae:6028.30518 [1437] validation_0-mae:4123.02734 validation_1-mae:6028.16309 [1438] validation_0-mae:4122.20215 validation_1-mae:6028.28809 [1439] validation_0-mae:4121.31201 validation_1-mae:6028.54150 [1440] validation_0-mae:4120.19189 validation_1-mae:6028.58789 [1441] validation_0-mae:4119.77734 validation_1-mae:6028.56299 [1442] validation_0-mae:4119.05273 validation_1-mae:6028.90234 [1443] validation_0-mae:4118.54541 validation_1-mae:6028.81836 [1444] validation_0-mae:4118.13135 validation_1-mae:6028.90186 [1445] validation_0-mae:4117.39502 validation_1-mae:6029.11328 [1446] validation_0-mae:4116.62793 validation_1-mae:6029.47022 [1447] validation_0-mae:4115.62305 validation_1-mae:6029.22461 [1448] validation_0-mae:4114.09277 validation_1-mae:6029.19482 [1449] validation_0-mae:4112.88428 validation_1-mae:6028.73633 [1450] validation_0-mae:4111.88232 validation_1-mae:6029.39160 [1451] validation_0-mae:4110.26709 validation_1-mae:6029.17334 [1452] validation_0-mae:4108.75439 validation_1-mae:6029.89551 [1453] validation_0-mae:4107.80322 validation_1-mae:6029.92090 [1454] validation_0-mae:4106.93555 validation_1-mae:6030.09473 [1455] validation_0-mae:4106.03516 validation_1-mae:6029.95898 [1456] validation_0-mae:4105.44727 validation_1-mae:6029.96045 [1457] validation_0-mae:4104.68652 validation_1-mae:6030.14014 [1458] validation_0-mae:4103.72803 validation_1-mae:6030.12695 [1459] validation_0-mae:4102.65478 validation_1-mae:6030.09473 [1460] validation_0-mae:4101.74707 validation_1-mae:6030.33496 [1461] validation_0-mae:4100.66553 validation_1-mae:6030.03564 [1462] validation_0-mae:4100.01074 validation_1-mae:6030.26807 [1463] validation_0-mae:4099.07422 validation_1-mae:6030.65478 [1464] validation_0-mae:4098.18359 validation_1-mae:6030.70752 [1465] validation_0-mae:4096.93018 validation_1-mae:6030.36914 [1466] validation_0-mae:4095.10962 validation_1-mae:6029.86523 [1467] validation_0-mae:4093.61523 validation_1-mae:6030.38867 [1468] validation_0-mae:4092.98535 validation_1-mae:6030.54590 [1469] validation_0-mae:4091.96143 validation_1-mae:6030.36670 [1470] validation_0-mae:4090.93774 validation_1-mae:6030.59961 [1471] validation_0-mae:4089.84668 validation_1-mae:6030.76465 [1472] validation_0-mae:4088.38159 validation_1-mae:6030.08496 [1473] validation_0-mae:4087.56104 validation_1-mae:6029.93359 [1474] validation_0-mae:4086.77661 validation_1-mae:6030.46728 [1475] validation_0-mae:4086.12012 validation_1-mae:6030.44385 [1476] validation_0-mae:4085.04981 validation_1-mae:6031.04639 [1477] validation_0-mae:4084.42993 validation_1-mae:6030.98633 [1478] validation_0-mae:4083.63355 validation_1-mae:6030.83008 [1479] validation_0-mae:4083.13696 validation_1-mae:6030.92822 [1480] validation_0-mae:4082.84253 validation_1-mae:6031.25000 [1481] validation_0-mae:4082.41650 validation_1-mae:6031.37353 [1482] validation_0-mae:4082.26367 validation_1-mae:6031.36035 [1483] validation_0-mae:4081.40942 validation_1-mae:6031.53467 [1484] validation_0-mae:4080.17847 validation_1-mae:6031.26270 [1485] validation_0-mae:4079.60303 validation_1-mae:6031.35840 [1486] validation_0-mae:4078.82031 validation_1-mae:6031.41455 [1487] validation_0-mae:4078.44238 validation_1-mae:6031.39111 [1488] validation_0-mae:4077.70239 validation_1-mae:6031.40772 [1489] validation_0-mae:4077.04126 validation_1-mae:6031.25537 [1490] validation_0-mae:4076.43970 validation_1-mae:6031.25000 [1491] validation_0-mae:4075.66040 validation_1-mae:6031.29541 [1492] validation_0-mae:4074.17627 validation_1-mae:6031.10596 [1493] validation_0-mae:4073.50952 validation_1-mae:6031.02637 [1494] validation_0-mae:4072.86768 validation_1-mae:6030.83594 [1495] validation_0-mae:4071.97534 validation_1-mae:6030.42432 [1496] validation_0-mae:4071.28735 validation_1-mae:6030.73779 [1497] validation_0-mae:4070.15137 validation_1-mae:6030.81689 [1498] validation_0-mae:4069.64941 validation_1-mae:6030.85986 [1499] validation_0-mae:4069.13208 validation_1-mae:6031.15039 [1500] validation_0-mae:4068.32324 validation_1-mae:6030.92432 [1501] validation_0-mae:4068.07129 validation_1-mae:6031.02197 [1502] validation_0-mae:4067.99634 validation_1-mae:6031.15527 [1503] validation_0-mae:4066.73901 validation_1-mae:6031.11035 [1504] validation_0-mae:4065.49219 validation_1-mae:6031.19775 [1505] validation_0-mae:4065.11768 validation_1-mae:6031.43652 [1506] validation_0-mae:4065.00024 validation_1-mae:6031.37451 [1507] validation_0-mae:4064.52148 validation_1-mae:6031.58936 [1508] validation_0-mae:4063.67212 validation_1-mae:6031.71680 [1509] validation_0-mae:4062.42773 validation_1-mae:6032.01367 [1510] validation_0-mae:4062.06812 validation_1-mae:6031.82129 [1511] validation_0-mae:4061.16016 validation_1-mae:6031.62305 [1512] validation_0-mae:4059.77002 validation_1-mae:6031.93897 [1513] validation_0-mae:4059.29883 validation_1-mae:6031.97168 [1514] validation_0-mae:4057.53369 validation_1-mae:6031.69580 [1515] validation_0-mae:4057.19067 validation_1-mae:6031.40772 [1516] validation_0-mae:4056.83301 validation_1-mae:6031.36377 [1517] validation_0-mae:4056.70459 validation_1-mae:6031.50342 [1518] validation_0-mae:4056.09229 validation_1-mae:6031.65625 [1519] validation_0-mae:4055.89624 validation_1-mae:6031.69238 [1520] validation_0-mae:4055.11450 validation_1-mae:6031.55078 [1521] validation_0-mae:4054.60742 validation_1-mae:6031.73486 [1522] validation_0-mae:4054.35644 validation_1-mae:6031.87939 [1523] validation_0-mae:4053.68701 validation_1-mae:6032.20947 [1524] validation_0-mae:4052.21387 validation_1-mae:6032.33984 [1525] validation_0-mae:4051.67358 validation_1-mae:6032.10938 [1526] validation_0-mae:4050.35449 validation_1-mae:6032.24365 [1527] validation_0-mae:4049.98804 validation_1-mae:6032.34375 [1528] validation_0-mae:4048.79004 validation_1-mae:6031.83740 [1529] validation_0-mae:4047.85034 validation_1-mae:6031.32861 [1530] validation_0-mae:4047.52515 validation_1-mae:6031.08789 [1531] validation_0-mae:4046.97803 validation_1-mae:6031.10449 [1532] validation_0-mae:4046.02832 validation_1-mae:6030.74902 [1533] validation_0-mae:4045.03442 validation_1-mae:6030.88232 [1534] validation_0-mae:4043.58228 validation_1-mae:6030.12256 [1535] validation_0-mae:4042.75806 validation_1-mae:6029.82520 [1536] validation_0-mae:4041.91480 validation_1-mae:6029.72266 [1537] validation_0-mae:4040.86719 validation_1-mae:6030.17773 [1538] validation_0-mae:4040.01172 validation_1-mae:6030.24853 [1539] validation_0-mae:4038.60327 validation_1-mae:6030.59375 [1540] validation_0-mae:4037.63184 validation_1-mae:6031.15772 [1541] validation_0-mae:4036.62695 validation_1-mae:6030.54199 [1542] validation_0-mae:4035.79370 validation_1-mae:6030.52978 [1543] validation_0-mae:4035.21094 validation_1-mae:6030.23682 [1544] validation_0-mae:4034.08887 validation_1-mae:6030.56689 [1545] validation_0-mae:4033.51367 validation_1-mae:6030.84912 [1546] validation_0-mae:4031.91968 validation_1-mae:6031.02490 [1547] validation_0-mae:4031.10547 validation_1-mae:6031.23828 [1548] validation_0-mae:4030.21582 validation_1-mae:6031.41162 [1549] validation_0-mae:4028.83154 validation_1-mae:6030.92773 [1550] validation_0-mae:4028.31519 validation_1-mae:6030.94189 [1551] validation_0-mae:4027.68652 validation_1-mae:6030.84082 [1552] validation_0-mae:4027.15112 validation_1-mae:6030.88428 [1553] validation_0-mae:4026.66626 validation_1-mae:6030.86377 [1554] validation_0-mae:4026.07227 validation_1-mae:6030.76123 [1555] validation_0-mae:4025.46094 validation_1-mae:6030.76514 [1556] validation_0-mae:4024.96631 validation_1-mae:6030.75635 [1557] validation_0-mae:4024.30518 validation_1-mae:6030.61035 [1558] validation_0-mae:4023.75342 validation_1-mae:6030.75147 [1559] validation_0-mae:4023.59082 validation_1-mae:6030.77930 [1560] validation_0-mae:4023.42651 validation_1-mae:6030.68945 [1561] validation_0-mae:4022.67236 validation_1-mae:6030.55957 [1562] validation_0-mae:4022.57983 validation_1-mae:6030.65430 [1563] validation_0-mae:4022.54492 validation_1-mae:6030.66113 [1564] validation_0-mae:4022.27173 validation_1-mae:6030.75342 [1565] validation_0-mae:4021.17236 validation_1-mae:6030.74219 [1566] validation_0-mae:4019.72510 validation_1-mae:6030.73340 [1567] validation_0-mae:4019.14844 validation_1-mae:6030.49951 [1568] validation_0-mae:4017.60571 validation_1-mae:6031.18408 [1569] validation_0-mae:4016.85254 validation_1-mae:6031.46924 [1570] validation_0-mae:4015.81860 validation_1-mae:6031.01416 [1571] validation_0-mae:4014.70972 validation_1-mae:6031.14062 [1572] validation_0-mae:4013.65601 validation_1-mae:6031.65283 [1573] validation_0-mae:4012.32544 validation_1-mae:6031.97900 [1574] validation_0-mae:4011.18457 validation_1-mae:6031.79834 [1575] validation_0-mae:4010.38843 validation_1-mae:6031.84424 [1576] validation_0-mae:4009.71899 validation_1-mae:6032.23193 [1577] validation_0-mae:4009.56396 validation_1-mae:6032.30225 [1578] validation_0-mae:4008.54199 validation_1-mae:6032.20410 [1579] validation_0-mae:4007.75317 validation_1-mae:6031.98730 [1580] validation_0-mae:4007.11865 validation_1-mae:6032.07715 [1581] validation_0-mae:4006.05615 validation_1-mae:6032.66943 [1582] validation_0-mae:4005.45606 validation_1-mae:6031.96728 [1583] validation_0-mae:4004.83179 validation_1-mae:6031.99121 [1584] validation_0-mae:4003.79639 validation_1-mae:6032.20947 [1585] validation_0-mae:4003.10840 validation_1-mae:6032.72461 [1586] validation_0-mae:4002.19653 validation_1-mae:6032.89307 [1587] validation_0-mae:4001.48657 validation_1-mae:6032.93066 [1588] validation_0-mae:4001.05762 validation_1-mae:6032.64941 [1589] validation_0-mae:4000.40503 validation_1-mae:6032.73633 [1590] validation_0-mae:4000.22070 validation_1-mae:6032.73682 [1591] validation_0-mae:3999.93164 validation_1-mae:6032.60352 [1592] validation_0-mae:3999.41650 validation_1-mae:6032.86133 [1593] validation_0-mae:3999.04761 validation_1-mae:6032.94824 [1594] validation_0-mae:3997.96680 validation_1-mae:6032.76611 [1595] validation_0-mae:3996.99658 validation_1-mae:6032.91064 [1596] validation_0-mae:3996.39331 validation_1-mae:6032.74805 [1597] validation_0-mae:3995.74414 validation_1-mae:6032.45996 [1598] validation_0-mae:3995.09717 validation_1-mae:6032.55908 [1599] validation_0-mae:3994.18286 validation_1-mae:6032.35596 [1600] validation_0-mae:3993.06543 validation_1-mae:6032.38672 [1601] validation_0-mae:3992.62134 validation_1-mae:6032.50879 [1602] validation_0-mae:3991.82593 validation_1-mae:6032.54785 [1603] validation_0-mae:3991.56665 validation_1-mae:6032.70850 [1604] validation_0-mae:3990.23267 validation_1-mae:6033.00928 [1605] validation_0-mae:3989.17407 validation_1-mae:6033.26758 [1606] validation_0-mae:3988.39941 validation_1-mae:6033.23584 [1607] validation_0-mae:3987.25806 validation_1-mae:6032.85010 [1608] validation_0-mae:3986.62671 validation_1-mae:6033.25049 [1609] validation_0-mae:3985.97290 validation_1-mae:6033.17627 [1610] validation_0-mae:3985.42895 validation_1-mae:6032.81103 [1611] validation_0-mae:3984.32495 validation_1-mae:6033.10889 [1612] validation_0-mae:3983.32300 validation_1-mae:6033.22510 [1613] validation_0-mae:3982.60571 validation_1-mae:6033.31592 [1614] validation_0-mae:3981.98706 validation_1-mae:6033.49658 [1615] validation_0-mae:3981.11035 validation_1-mae:6033.49951 [1616] validation_0-mae:3979.98071 validation_1-mae:6032.88184 [1617] validation_0-mae:3978.53955 validation_1-mae:6032.82910 [1618] validation_0-mae:3978.10693 validation_1-mae:6032.95752 [1619] validation_0-mae:3977.10644 validation_1-mae:6033.27051 [1620] validation_0-mae:3976.49634 validation_1-mae:6033.86670 [1621] validation_0-mae:3975.82983 validation_1-mae:6033.85498 [1622] validation_0-mae:3975.51880 validation_1-mae:6033.99609 [1623] validation_0-mae:3974.78247 validation_1-mae:6034.10547 [1624] validation_0-mae:3974.31934 validation_1-mae:6033.96777 [1625] validation_0-mae:3973.53369 validation_1-mae:6033.94971 [1626] validation_0-mae:3972.30444 validation_1-mae:6034.15527 [1627] validation_0-mae:3971.66455 validation_1-mae:6034.44043 [1628] validation_0-mae:3970.71265 validation_1-mae:6034.36963 [1629] validation_0-mae:3970.43457 validation_1-mae:6034.54346 [1630] validation_0-mae:3969.72925 validation_1-mae:6034.73145 [1631] validation_0-mae:3969.09937 validation_1-mae:6034.43994 [1632] validation_0-mae:3968.23535 validation_1-mae:6034.38574 [1633] validation_0-mae:3967.62158 validation_1-mae:6034.32422 [1634] validation_0-mae:3967.11377 validation_1-mae:6034.27539 [1635] validation_0-mae:3966.72583 validation_1-mae:6034.35791 [1636] validation_0-mae:3966.16626 validation_1-mae:6034.59082 [1637] validation_0-mae:3965.72998 validation_1-mae:6034.56103 [1638] validation_0-mae:3965.28833 validation_1-mae:6034.63135 [1639] validation_0-mae:3965.02002 validation_1-mae:6034.74561 [1640] validation_0-mae:3964.81030 validation_1-mae:6034.79785 [1641] validation_0-mae:3963.97852 validation_1-mae:6035.01611 [1642] validation_0-mae:3963.02979 validation_1-mae:6035.35010 [1643] validation_0-mae:3962.66431 validation_1-mae:6035.40478 [1644] validation_0-mae:3961.92822 validation_1-mae:6035.43506 [1645] validation_0-mae:3960.79517 validation_1-mae:6035.32178 [1646] validation_0-mae:3959.75366 validation_1-mae:6035.65039 [1647] validation_0-mae:3959.28223 validation_1-mae:6035.68311 [1648] validation_0-mae:3958.48511 validation_1-mae:6035.56982 [1649] validation_0-mae:3958.00708 validation_1-mae:6035.75781 [1650] validation_0-mae:3956.95630 validation_1-mae:6035.85010 [1651] validation_0-mae:3956.38916 validation_1-mae:6036.34473 [1652] validation_0-mae:3955.84521 validation_1-mae:6036.55811 [1653] validation_0-mae:3955.63208 validation_1-mae:6036.60742 [1654] validation_0-mae:3954.46289 validation_1-mae:6036.55615 [1655] validation_0-mae:3953.37476 validation_1-mae:6036.31738 [1656] validation_0-mae:3952.10352 validation_1-mae:6036.77783 [1657] validation_0-mae:3950.95728 validation_1-mae:6037.02832 [1658] validation_0-mae:3949.91016 validation_1-mae:6037.16357 [1659] validation_0-mae:3949.05884 validation_1-mae:6037.33105 [1660] validation_0-mae:3948.38013 validation_1-mae:6037.14014 [1661] validation_0-mae:3947.74072 validation_1-mae:6037.28076 [1662] validation_0-mae:3946.83350 validation_1-mae:6037.33154 [1663] validation_0-mae:3945.79419 validation_1-mae:6036.93750 [1664] validation_0-mae:3944.33569 validation_1-mae:6036.76611 [1665] validation_0-mae:3943.61157 validation_1-mae:6036.89404 [1666] validation_0-mae:3942.79077 validation_1-mae:6036.40430 [1667] validation_0-mae:3941.98755 validation_1-mae:6036.36523 [1668] validation_0-mae:3941.19702 validation_1-mae:6036.75049 [1669] validation_0-mae:3939.65991 validation_1-mae:6037.19629 [1670] validation_0-mae:3938.91064 validation_1-mae:6037.62109 [1671] validation_0-mae:3938.35400 validation_1-mae:6038.01904 [1672] validation_0-mae:3937.68726 validation_1-mae:6037.97754 [1673] validation_0-mae:3936.73511 validation_1-mae:6038.34570 [1674] validation_0-mae:3935.24048 validation_1-mae:6038.93506 [1675] validation_0-mae:3934.25122 validation_1-mae:6039.39355 [1676] validation_0-mae:3933.05469 validation_1-mae:6040.05664 [1677] validation_0-mae:3932.34961 validation_1-mae:6040.11963 [1678] validation_0-mae:3931.22583 validation_1-mae:6040.10938 [1679] validation_0-mae:3930.65039 validation_1-mae:6040.49316 [1680] validation_0-mae:3929.46118 validation_1-mae:6040.41699 [1681] validation_0-mae:3928.33008 validation_1-mae:6040.40869 [1682] validation_0-mae:3927.41357 validation_1-mae:6040.80713 [1683] validation_0-mae:3926.40088 validation_1-mae:6040.15723 [1684] validation_0-mae:3925.69482 validation_1-mae:6040.18359 [1685] validation_0-mae:3925.00610 validation_1-mae:6040.00147 [1686] validation_0-mae:3923.99097 validation_1-mae:6039.69043 [1687] validation_0-mae:3923.02930 validation_1-mae:6039.38330 [1688] validation_0-mae:3922.17773 validation_1-mae:6039.26270 [1689] validation_0-mae:3921.33350 validation_1-mae:6039.08105 [1690] validation_0-mae:3920.21655 validation_1-mae:6038.65039 [1691] validation_0-mae:3919.32300 validation_1-mae:6038.50928 [1692] validation_0-mae:3918.27808 validation_1-mae:6038.46191 [1693] validation_0-mae:3917.45483 validation_1-mae:6038.49316 [1694] validation_0-mae:3916.39258 validation_1-mae:6038.59668 [1695] validation_0-mae:3915.41602 validation_1-mae:6038.79297 [1696] validation_0-mae:3914.64307 validation_1-mae:6038.81934 [1697] validation_0-mae:3914.20630 validation_1-mae:6038.89111 [1698] validation_0-mae:3912.87720 validation_1-mae:6038.71387 [1699] validation_0-mae:3911.89209 validation_1-mae:6038.63623 Dropping: titanium [0] validation_0-mae:28662.97461 validation_1-mae:28297.30273 [1] validation_0-mae:25818.07031 validation_1-mae:25488.22070 [2] validation_0-mae:23282.50781 validation_1-mae:22974.48242 [3] validation_0-mae:21031.46680 validation_1-mae:20746.37305 [4] validation_0-mae:19043.08594 validation_1-mae:18783.50586 [5] validation_0-mae:17301.18555 validation_1-mae:17051.30859 [6] validation_0-mae:15788.85156 validation_1-mae:15546.49023 [7] validation_0-mae:14475.86523 validation_1-mae:14246.32227 [8] validation_0-mae:13346.72363 validation_1-mae:13124.13281 [9] validation_0-mae:12383.51367 validation_1-mae:12164.35547 [10] validation_0-mae:11563.51367 validation_1-mae:11348.23047 [11] validation_0-mae:10874.35449 validation_1-mae:10666.50293 [12] validation_0-mae:10304.22168 validation_1-mae:10103.72363 [13] validation_0-mae:9819.80371 validation_1-mae:9622.95019 [14] validation_0-mae:9418.70606 validation_1-mae:9232.35547 [15] validation_0-mae:9084.22363 validation_1-mae:8904.93359 [16] validation_0-mae:8802.57812 validation_1-mae:8633.53809 [17] validation_0-mae:8567.55664 validation_1-mae:8407.92578 [18] validation_0-mae:8374.81055 validation_1-mae:8219.79981 [19] validation_0-mae:8212.58887 validation_1-mae:8066.12695 [20] validation_0-mae:8070.96777 validation_1-mae:7941.51074 [21] validation_0-mae:7947.68457 validation_1-mae:7833.21533 [22] validation_0-mae:7848.43018 validation_1-mae:7743.25098 [23] validation_0-mae:7764.05371 validation_1-mae:7671.02393 [24] validation_0-mae:7680.64307 validation_1-mae:7595.15772 [25] validation_0-mae:7612.70557 validation_1-mae:7538.80518 [26] validation_0-mae:7556.82568 validation_1-mae:7492.04297 [27] validation_0-mae:7497.41895 validation_1-mae:7439.25098 [28] validation_0-mae:7442.96826 validation_1-mae:7391.98682 [29] validation_0-mae:7397.47412 validation_1-mae:7351.23242 [30] validation_0-mae:7356.86084 validation_1-mae:7316.53564 [31] validation_0-mae:7327.34180 validation_1-mae:7295.04150 [32] validation_0-mae:7296.28467 validation_1-mae:7272.71191 [33] validation_0-mae:7267.04590 validation_1-mae:7252.12256 [34] validation_0-mae:7235.14453 validation_1-mae:7228.58252 [35] validation_0-mae:7214.58447 validation_1-mae:7211.16992 [36] validation_0-mae:7193.08594 validation_1-mae:7200.97022 [37] validation_0-mae:7172.97754 validation_1-mae:7191.32861 [38] validation_0-mae:7151.24219 validation_1-mae:7175.22168 [39] validation_0-mae:7127.36475 validation_1-mae:7158.06397 [40] validation_0-mae:7107.44238 validation_1-mae:7143.76367 [41] validation_0-mae:7082.15234 validation_1-mae:7122.35645 [42] validation_0-mae:7056.95654 validation_1-mae:7099.42529 [43] validation_0-mae:7038.88184 validation_1-mae:7091.67432 [44] validation_0-mae:7026.26562 validation_1-mae:7082.85498 [45] validation_0-mae:7013.51270 validation_1-mae:7073.69824 [46] validation_0-mae:6997.45898 validation_1-mae:7059.90088 [47] validation_0-mae:6982.24072 validation_1-mae:7050.41406 [48] validation_0-mae:6964.90723 validation_1-mae:7034.15674 [49] validation_0-mae:6950.70117 validation_1-mae:7027.53320 [50] validation_0-mae:6935.62012 validation_1-mae:7017.09717 [51] validation_0-mae:6919.69531 validation_1-mae:7006.10400 [52] validation_0-mae:6906.94092 validation_1-mae:6996.13818 [53] validation_0-mae:6890.26221 validation_1-mae:6983.36182 [54] validation_0-mae:6877.69678 validation_1-mae:6976.69922 [55] validation_0-mae:6855.10254 validation_1-mae:6960.71240 [56] validation_0-mae:6843.23779 validation_1-mae:6951.62012 [57] validation_0-mae:6832.11426 validation_1-mae:6941.91113 [58] validation_0-mae:6820.46338 validation_1-mae:6932.02246 [59] validation_0-mae:6810.49316 validation_1-mae:6926.71191 [60] validation_0-mae:6791.66553 validation_1-mae:6912.42822 [61] validation_0-mae:6781.03516 validation_1-mae:6905.58350 [62] validation_0-mae:6763.08398 validation_1-mae:6890.27441 [63] validation_0-mae:6747.85791 validation_1-mae:6875.39551 [64] validation_0-mae:6737.27783 validation_1-mae:6868.43994 [65] validation_0-mae:6726.03076 validation_1-mae:6859.53564 [66] validation_0-mae:6716.89209 validation_1-mae:6854.67969 [67] validation_0-mae:6705.65918 validation_1-mae:6847.62305 [68] validation_0-mae:6697.95752 validation_1-mae:6840.62158 [69] validation_0-mae:6687.79199 validation_1-mae:6835.20557 [70] validation_0-mae:6673.31836 validation_1-mae:6826.49023 [71] validation_0-mae:6664.10254 validation_1-mae:6822.18652 [72] validation_0-mae:6654.91650 validation_1-mae:6814.13965 [73] validation_0-mae:6642.56982 validation_1-mae:6803.56006 [74] validation_0-mae:6630.00049 validation_1-mae:6794.63379 [75] validation_0-mae:6620.01074 validation_1-mae:6787.84375 [76] validation_0-mae:6606.20654 validation_1-mae:6777.48145 [77] validation_0-mae:6596.86084 validation_1-mae:6772.91602 [78] validation_0-mae:6588.02783 validation_1-mae:6764.63867 [79] validation_0-mae:6578.21826 validation_1-mae:6755.64160 [80] validation_0-mae:6569.35010 validation_1-mae:6748.79590 [81] validation_0-mae:6559.95410 validation_1-mae:6743.49170 [82] validation_0-mae:6550.39307 validation_1-mae:6736.97852 [83] validation_0-mae:6540.82031 validation_1-mae:6731.26953 [84] validation_0-mae:6535.44531 validation_1-mae:6727.78125 [85] validation_0-mae:6525.86084 validation_1-mae:6719.94482 [86] validation_0-mae:6516.86719 validation_1-mae:6713.64551 [87] validation_0-mae:6509.41309 validation_1-mae:6709.13867 [88] validation_0-mae:6499.21191 validation_1-mae:6701.75635 [89] validation_0-mae:6492.13672 validation_1-mae:6697.29346 [90] validation_0-mae:6483.79688 validation_1-mae:6692.03613 [91] validation_0-mae:6476.20117 validation_1-mae:6685.99023 [92] validation_0-mae:6470.63721 validation_1-mae:6682.79541 [93] validation_0-mae:6461.24707 validation_1-mae:6675.30273 [94] validation_0-mae:6454.77832 validation_1-mae:6669.81348 [95] validation_0-mae:6447.60840 validation_1-mae:6664.04639 [96] validation_0-mae:6445.18506 validation_1-mae:6661.80127 [97] validation_0-mae:6438.45264 validation_1-mae:6659.10742 [98] validation_0-mae:6431.29248 validation_1-mae:6654.54199 [99] validation_0-mae:6422.79639 validation_1-mae:6650.83838 [100] validation_0-mae:6417.38428 validation_1-mae:6647.81055 [101] validation_0-mae:6411.87109 validation_1-mae:6644.39941 [102] validation_0-mae:6408.87061 validation_1-mae:6640.91650 [103] validation_0-mae:6401.57373 validation_1-mae:6636.60352 [104] validation_0-mae:6393.79736 validation_1-mae:6630.62988 [105] validation_0-mae:6389.82715 validation_1-mae:6628.08887 [106] validation_0-mae:6382.05957 validation_1-mae:6622.71387 [107] validation_0-mae:6376.20020 validation_1-mae:6618.32910 [108] validation_0-mae:6370.02100 validation_1-mae:6614.51660 [109] validation_0-mae:6364.25586 validation_1-mae:6611.23584 [110] validation_0-mae:6357.74023 validation_1-mae:6605.85742 [111] validation_0-mae:6355.89941 validation_1-mae:6604.06836 [112] validation_0-mae:6350.87891 validation_1-mae:6599.81201 [113] validation_0-mae:6345.39648 validation_1-mae:6596.77539 [114] validation_0-mae:6340.75391 validation_1-mae:6594.60010 [115] validation_0-mae:6332.98096 validation_1-mae:6590.20020 [116] validation_0-mae:6327.82373 validation_1-mae:6589.44482 [117] validation_0-mae:6324.01758 validation_1-mae:6587.01562 [118] validation_0-mae:6320.46875 validation_1-mae:6585.80811 [119] validation_0-mae:6315.85742 validation_1-mae:6582.15918 [120] validation_0-mae:6309.25781 validation_1-mae:6576.42383 [121] validation_0-mae:6304.34228 validation_1-mae:6574.03760 [122] validation_0-mae:6298.88916 validation_1-mae:6569.40625 [123] validation_0-mae:6292.93408 validation_1-mae:6566.64355 [124] validation_0-mae:6285.16455 validation_1-mae:6563.41650 [125] validation_0-mae:6280.74170 validation_1-mae:6560.40869 [126] validation_0-mae:6277.53711 validation_1-mae:6558.23193 [127] validation_0-mae:6272.81738 validation_1-mae:6555.89404 [128] validation_0-mae:6270.44678 validation_1-mae:6554.14111 [129] validation_0-mae:6265.79639 validation_1-mae:6551.99561 [130] validation_0-mae:6256.48535 validation_1-mae:6544.28027 [131] validation_0-mae:6251.01025 validation_1-mae:6540.52441 [132] validation_0-mae:6247.58105 validation_1-mae:6537.82959 [133] validation_0-mae:6244.17285 validation_1-mae:6536.11719 [134] validation_0-mae:6235.26758 validation_1-mae:6531.91846 [135] validation_0-mae:6232.05029 validation_1-mae:6529.79346 [136] validation_0-mae:6229.91016 validation_1-mae:6528.22949 [137] validation_0-mae:6226.07812 validation_1-mae:6525.64795 [138] validation_0-mae:6218.67334 validation_1-mae:6520.15039 [139] validation_0-mae:6215.08545 validation_1-mae:6519.28760 [140] validation_0-mae:6214.16113 validation_1-mae:6518.25586 [141] validation_0-mae:6209.75977 validation_1-mae:6515.81934 [142] validation_0-mae:6205.34326 validation_1-mae:6514.50195 [143] validation_0-mae:6201.23242 validation_1-mae:6512.25391 [144] validation_0-mae:6199.35986 validation_1-mae:6512.13135 [145] validation_0-mae:6192.47510 validation_1-mae:6507.01709 [146] validation_0-mae:6185.87451 validation_1-mae:6503.17871 [147] validation_0-mae:6177.10303 validation_1-mae:6498.07861 [148] validation_0-mae:6171.56934 validation_1-mae:6494.87353 [149] validation_0-mae:6168.17432 validation_1-mae:6491.39453 [150] validation_0-mae:6163.36182 validation_1-mae:6488.47314 [151] validation_0-mae:6159.88232 validation_1-mae:6487.32959 [152] validation_0-mae:6156.04736 validation_1-mae:6486.45410 [153] validation_0-mae:6153.08008 validation_1-mae:6484.97119 [154] validation_0-mae:6150.40869 validation_1-mae:6483.45117 [155] validation_0-mae:6149.35449 validation_1-mae:6482.82568 [156] validation_0-mae:6144.71240 validation_1-mae:6480.04980 [157] validation_0-mae:6139.49756 validation_1-mae:6477.07666 [158] validation_0-mae:6134.15674 validation_1-mae:6475.18066 [159] validation_0-mae:6130.05029 validation_1-mae:6473.32178 [160] validation_0-mae:6123.88232 validation_1-mae:6469.19189 [161] validation_0-mae:6118.88184 validation_1-mae:6466.08350 [162] validation_0-mae:6115.75439 validation_1-mae:6464.03906 [163] validation_0-mae:6111.59131 validation_1-mae:6463.09570 [164] validation_0-mae:6109.85938 validation_1-mae:6462.27686 [165] validation_0-mae:6104.42383 validation_1-mae:6458.44092 [166] validation_0-mae:6100.24365 validation_1-mae:6457.55762 [167] validation_0-mae:6097.36230 validation_1-mae:6455.41260 [168] validation_0-mae:6092.36523 validation_1-mae:6454.62695 [169] validation_0-mae:6089.60840 validation_1-mae:6453.15625 [170] validation_0-mae:6084.99072 validation_1-mae:6451.13281 [171] validation_0-mae:6083.07178 validation_1-mae:6449.66943 [172] validation_0-mae:6080.14209 validation_1-mae:6448.97607 [173] validation_0-mae:6075.83740 validation_1-mae:6446.39941 [174] validation_0-mae:6072.21875 validation_1-mae:6444.91016 [175] validation_0-mae:6068.16260 validation_1-mae:6442.99121 [176] validation_0-mae:6064.42334 validation_1-mae:6441.64600 [177] validation_0-mae:6060.55566 validation_1-mae:6441.55225 [178] validation_0-mae:6056.11719 validation_1-mae:6440.09082 [179] validation_0-mae:6052.95801 validation_1-mae:6439.97900 [180] validation_0-mae:6050.72412 validation_1-mae:6438.77246 [181] validation_0-mae:6049.01123 validation_1-mae:6438.37012 [182] validation_0-mae:6046.82373 validation_1-mae:6438.42432 [183] validation_0-mae:6044.48096 validation_1-mae:6437.37744 [184] validation_0-mae:6042.33789 validation_1-mae:6436.23047 [185] validation_0-mae:6037.83105 validation_1-mae:6434.02734 [186] validation_0-mae:6034.62109 validation_1-mae:6432.46924 [187] validation_0-mae:6031.13281 validation_1-mae:6430.48340 [188] validation_0-mae:6027.84522 validation_1-mae:6429.96045 [189] validation_0-mae:6022.45068 validation_1-mae:6427.80322 [190] validation_0-mae:6015.35547 validation_1-mae:6422.40088 [191] validation_0-mae:6012.69580 validation_1-mae:6421.46924 [192] validation_0-mae:6010.28125 validation_1-mae:6420.44482 [193] validation_0-mae:6007.41162 validation_1-mae:6418.67383 [194] validation_0-mae:6003.33057 validation_1-mae:6414.94775 [195] validation_0-mae:6001.75635 validation_1-mae:6414.41602 [196] validation_0-mae:5998.35107 validation_1-mae:6413.50635 [197] validation_0-mae:5993.07617 validation_1-mae:6411.20264 [198] validation_0-mae:5990.05420 validation_1-mae:6409.51465 [199] validation_0-mae:5986.37549 validation_1-mae:6406.59668 [200] validation_0-mae:5984.78272 validation_1-mae:6406.25684 [201] validation_0-mae:5982.51367 validation_1-mae:6406.56299 [202] validation_0-mae:5980.04834 validation_1-mae:6406.02393 [203] validation_0-mae:5978.31787 validation_1-mae:6405.92871 [204] validation_0-mae:5974.06641 validation_1-mae:6401.76318 [205] validation_0-mae:5970.51221 validation_1-mae:6400.66602 [206] validation_0-mae:5968.18652 validation_1-mae:6400.22900 [207] validation_0-mae:5962.68311 validation_1-mae:6399.85010 [208] validation_0-mae:5959.38818 validation_1-mae:6398.42236 [209] validation_0-mae:5950.35059 validation_1-mae:6390.39746 [210] validation_0-mae:5949.34277 validation_1-mae:6390.60205 [211] validation_0-mae:5946.82080 validation_1-mae:6389.27344 [212] validation_0-mae:5946.02881 validation_1-mae:6389.12207 [213] validation_0-mae:5943.50684 validation_1-mae:6386.85986 [214] validation_0-mae:5941.36182 validation_1-mae:6386.21728 [215] validation_0-mae:5938.31934 validation_1-mae:6385.64307 [216] validation_0-mae:5931.79590 validation_1-mae:6382.63232 [217] validation_0-mae:5928.80029 validation_1-mae:6382.67334 [218] validation_0-mae:5926.38232 validation_1-mae:6382.59570 [219] validation_0-mae:5921.55127 validation_1-mae:6380.75098 [220] validation_0-mae:5918.83350 validation_1-mae:6379.99072 [221] validation_0-mae:5917.90772 validation_1-mae:6379.60107 [222] validation_0-mae:5915.09814 validation_1-mae:6377.77637 [223] validation_0-mae:5913.46875 validation_1-mae:6377.66846 [224] validation_0-mae:5911.34814 validation_1-mae:6375.75732 [225] validation_0-mae:5909.11963 validation_1-mae:6375.20752 [226] validation_0-mae:5905.88965 validation_1-mae:6373.32422 [227] validation_0-mae:5903.48682 validation_1-mae:6372.97803 [228] validation_0-mae:5899.31836 validation_1-mae:6371.94238 [229] validation_0-mae:5896.79102 validation_1-mae:6371.67578 [230] validation_0-mae:5891.93213 validation_1-mae:6371.77588 [231] validation_0-mae:5888.99658 validation_1-mae:6370.63525 [232] validation_0-mae:5886.65918 validation_1-mae:6369.77295 [233] validation_0-mae:5885.50391 validation_1-mae:6369.30664 [234] validation_0-mae:5882.76514 validation_1-mae:6368.82129 [235] validation_0-mae:5879.77393 validation_1-mae:6367.24512 [236] validation_0-mae:5876.61328 validation_1-mae:6365.05127 [237] validation_0-mae:5874.07080 validation_1-mae:6365.64404 [238] validation_0-mae:5871.30957 validation_1-mae:6364.99365 [239] validation_0-mae:5869.34912 validation_1-mae:6363.98535 [240] validation_0-mae:5868.22852 validation_1-mae:6363.64844 [241] validation_0-mae:5866.76562 validation_1-mae:6362.91748 [242] validation_0-mae:5863.69043 validation_1-mae:6361.38232 [243] validation_0-mae:5859.30469 validation_1-mae:6358.10840 [244] validation_0-mae:5857.88672 validation_1-mae:6358.03174 [245] validation_0-mae:5851.97607 validation_1-mae:6354.65039 [246] validation_0-mae:5850.13086 validation_1-mae:6353.78076 [247] validation_0-mae:5846.65869 validation_1-mae:6352.20410 [248] validation_0-mae:5842.82861 validation_1-mae:6350.01221 [249] validation_0-mae:5840.54932 validation_1-mae:6348.88281 [250] validation_0-mae:5838.87012 validation_1-mae:6348.39062 [251] validation_0-mae:5835.84766 validation_1-mae:6347.93603 [252] validation_0-mae:5830.16455 validation_1-mae:6345.29541 [253] validation_0-mae:5825.43408 validation_1-mae:6343.88770 [254] validation_0-mae:5822.80225 validation_1-mae:6343.84228 [255] validation_0-mae:5821.83008 validation_1-mae:6343.31201 [256] validation_0-mae:5819.78418 validation_1-mae:6343.02490 [257] validation_0-mae:5816.51514 validation_1-mae:6341.06397 [258] validation_0-mae:5814.46875 validation_1-mae:6341.02637 [259] validation_0-mae:5811.43213 validation_1-mae:6339.20312 [260] validation_0-mae:5806.85596 validation_1-mae:6336.97900 [261] validation_0-mae:5804.12451 validation_1-mae:6336.06348 [262] validation_0-mae:5801.31006 validation_1-mae:6335.31592 [263] validation_0-mae:5798.93701 validation_1-mae:6335.70020 [264] validation_0-mae:5795.65576 validation_1-mae:6335.41895 [265] validation_0-mae:5794.19189 validation_1-mae:6335.16260 [266] validation_0-mae:5793.45508 validation_1-mae:6334.95312 [267] validation_0-mae:5791.00342 validation_1-mae:6334.43799 [268] validation_0-mae:5790.06494 validation_1-mae:6334.38574 [269] validation_0-mae:5787.52686 validation_1-mae:6333.07422 [270] validation_0-mae:5785.26172 validation_1-mae:6331.06592 [271] validation_0-mae:5783.25488 validation_1-mae:6330.83252 [272] validation_0-mae:5781.05518 validation_1-mae:6330.66260 [273] validation_0-mae:5778.37012 validation_1-mae:6328.58252 [274] validation_0-mae:5776.62109 validation_1-mae:6327.93603 [275] validation_0-mae:5773.06348 validation_1-mae:6326.95020 [276] validation_0-mae:5770.91162 validation_1-mae:6326.54199 [277] validation_0-mae:5768.93603 validation_1-mae:6325.81934 [278] validation_0-mae:5765.47266 validation_1-mae:6325.37402 [279] validation_0-mae:5762.06250 validation_1-mae:6323.43408 [280] validation_0-mae:5759.69629 validation_1-mae:6322.95459 [281] validation_0-mae:5757.68213 validation_1-mae:6321.47070 [282] validation_0-mae:5749.81397 validation_1-mae:6317.06152 [283] validation_0-mae:5748.98145 validation_1-mae:6317.21924 [284] validation_0-mae:5744.57520 validation_1-mae:6314.13086 [285] validation_0-mae:5742.71289 validation_1-mae:6314.03564 [286] validation_0-mae:5741.24170 validation_1-mae:6313.49512 [287] validation_0-mae:5736.55127 validation_1-mae:6310.90674 [288] validation_0-mae:5734.21680 validation_1-mae:6310.26758 [289] validation_0-mae:5731.66309 validation_1-mae:6308.42383 [290] validation_0-mae:5729.09228 validation_1-mae:6308.64453 [291] validation_0-mae:5727.13721 validation_1-mae:6308.56201 [292] validation_0-mae:5724.52539 validation_1-mae:6307.64502 [293] validation_0-mae:5723.88281 validation_1-mae:6307.73242 [294] validation_0-mae:5720.65137 validation_1-mae:6307.56348 [295] validation_0-mae:5719.28906 validation_1-mae:6307.12451 [296] validation_0-mae:5716.45215 validation_1-mae:6304.68701 [297] validation_0-mae:5713.15234 validation_1-mae:6303.84375 [298] validation_0-mae:5711.13477 validation_1-mae:6303.68164 [299] validation_0-mae:5708.21387 validation_1-mae:6302.31494 [300] validation_0-mae:5705.14160 validation_1-mae:6300.82666 [301] validation_0-mae:5703.59131 validation_1-mae:6300.40772 [302] validation_0-mae:5701.11328 validation_1-mae:6299.79102 [303] validation_0-mae:5699.78467 validation_1-mae:6298.11426 [304] validation_0-mae:5697.81836 validation_1-mae:6296.65723 [305] validation_0-mae:5696.28272 validation_1-mae:6296.80762 [306] validation_0-mae:5695.16309 validation_1-mae:6295.33740 [307] validation_0-mae:5692.24268 validation_1-mae:6293.61279 [308] validation_0-mae:5688.31885 validation_1-mae:6291.88477 [309] validation_0-mae:5685.60400 validation_1-mae:6290.46826 [310] validation_0-mae:5682.31641 validation_1-mae:6287.93945 [311] validation_0-mae:5679.93750 validation_1-mae:6287.71973 [312] validation_0-mae:5678.33252 validation_1-mae:6287.32178 [313] validation_0-mae:5676.54980 validation_1-mae:6287.30518 [314] validation_0-mae:5672.69922 validation_1-mae:6285.82031 [315] validation_0-mae:5669.62500 validation_1-mae:6284.23975 [316] validation_0-mae:5668.46045 validation_1-mae:6284.31103 [317] validation_0-mae:5666.61328 validation_1-mae:6284.63037 [318] validation_0-mae:5665.15967 validation_1-mae:6284.20752 [319] validation_0-mae:5663.60938 validation_1-mae:6284.56103 [320] validation_0-mae:5660.42676 validation_1-mae:6283.72363 [321] validation_0-mae:5659.23975 validation_1-mae:6282.47461 [322] validation_0-mae:5657.27783 validation_1-mae:6281.84375 [323] validation_0-mae:5650.78662 validation_1-mae:6278.35400 [324] validation_0-mae:5648.76074 validation_1-mae:6276.70117 [325] validation_0-mae:5647.04688 validation_1-mae:6276.15283 [326] validation_0-mae:5643.40820 validation_1-mae:6274.88672 [327] validation_0-mae:5642.58740 validation_1-mae:6275.18359 [328] validation_0-mae:5641.10449 validation_1-mae:6275.05078 [329] validation_0-mae:5640.50879 validation_1-mae:6274.73975 [330] validation_0-mae:5638.22607 validation_1-mae:6273.76221 [331] validation_0-mae:5635.96191 validation_1-mae:6273.07471 [332] validation_0-mae:5633.97022 validation_1-mae:6272.98730 [333] validation_0-mae:5631.96777 validation_1-mae:6272.14941 [334] validation_0-mae:5629.79395 validation_1-mae:6272.04688 [335] validation_0-mae:5628.06299 validation_1-mae:6271.50635 [336] validation_0-mae:5623.20361 validation_1-mae:6268.84961 [337] validation_0-mae:5620.52148 validation_1-mae:6267.47070 [338] validation_0-mae:5618.40625 validation_1-mae:6267.61279 [339] validation_0-mae:5615.14404 validation_1-mae:6267.67529 [340] validation_0-mae:5613.36377 validation_1-mae:6267.50147 [341] validation_0-mae:5611.03174 validation_1-mae:6267.42188 [342] validation_0-mae:5609.57275 validation_1-mae:6267.28272 [343] validation_0-mae:5606.91064 validation_1-mae:6266.68897 [344] validation_0-mae:5604.48096 validation_1-mae:6265.33984 [345] validation_0-mae:5602.50635 validation_1-mae:6264.33545 [346] validation_0-mae:5600.24463 validation_1-mae:6263.96387 [347] validation_0-mae:5599.37158 validation_1-mae:6263.73193 [348] validation_0-mae:5598.33447 validation_1-mae:6263.73438 [349] validation_0-mae:5597.45703 validation_1-mae:6263.38623 [350] validation_0-mae:5596.00342 validation_1-mae:6262.69971 [351] validation_0-mae:5594.01562 validation_1-mae:6262.28125 [352] validation_0-mae:5590.82568 validation_1-mae:6261.40381 [353] validation_0-mae:5586.34473 validation_1-mae:6258.80176 [354] validation_0-mae:5584.90137 validation_1-mae:6258.14697 [355] validation_0-mae:5582.99023 validation_1-mae:6257.64844 [356] validation_0-mae:5580.44482 validation_1-mae:6258.17090 [357] validation_0-mae:5577.21777 validation_1-mae:6256.26172 [358] validation_0-mae:5574.15674 validation_1-mae:6256.73096 [359] validation_0-mae:5572.54346 validation_1-mae:6257.08789 [360] validation_0-mae:5570.38477 validation_1-mae:6257.17578 [361] validation_0-mae:5569.63672 validation_1-mae:6256.65039 [362] validation_0-mae:5567.05762 validation_1-mae:6255.91016 [363] validation_0-mae:5565.66309 validation_1-mae:6255.57227 [364] validation_0-mae:5564.70215 validation_1-mae:6255.26318 [365] validation_0-mae:5563.36914 validation_1-mae:6255.13135 [366] validation_0-mae:5558.65186 validation_1-mae:6252.20410 [367] validation_0-mae:5557.29736 validation_1-mae:6251.86035 [368] validation_0-mae:5555.38721 validation_1-mae:6250.60547 [369] validation_0-mae:5552.17773 validation_1-mae:6248.61963 [370] validation_0-mae:5550.13184 validation_1-mae:6248.32227 [371] validation_0-mae:5549.70264 validation_1-mae:6248.08154 [372] validation_0-mae:5547.18359 validation_1-mae:6248.57617 [373] validation_0-mae:5545.76807 validation_1-mae:6248.72217 [374] validation_0-mae:5544.26221 validation_1-mae:6248.77637 [375] validation_0-mae:5543.23877 validation_1-mae:6248.61426 [376] validation_0-mae:5542.03906 validation_1-mae:6248.43603 [377] validation_0-mae:5539.82617 validation_1-mae:6247.21582 [378] validation_0-mae:5536.33057 validation_1-mae:6245.46826 [379] validation_0-mae:5531.65332 validation_1-mae:6243.36084 [380] validation_0-mae:5529.84424 validation_1-mae:6242.33252 [381] validation_0-mae:5528.54346 validation_1-mae:6242.11719 [382] validation_0-mae:5527.54297 validation_1-mae:6242.11719 [383] validation_0-mae:5523.89795 validation_1-mae:6240.89990 [384] validation_0-mae:5522.48096 validation_1-mae:6240.53516 [385] validation_0-mae:5521.50635 validation_1-mae:6240.36572 [386] validation_0-mae:5519.34668 validation_1-mae:6240.74853 [387] validation_0-mae:5517.08496 validation_1-mae:6240.35791 [388] validation_0-mae:5516.04492 validation_1-mae:6240.44336 [389] validation_0-mae:5514.82910 validation_1-mae:6240.06641 [390] validation_0-mae:5513.72998 validation_1-mae:6240.39111 [391] validation_0-mae:5512.18115 validation_1-mae:6240.11572 [392] validation_0-mae:5507.81543 validation_1-mae:6238.30908 [393] validation_0-mae:5505.14258 validation_1-mae:6236.77002 [394] validation_0-mae:5500.70459 validation_1-mae:6235.85449 [395] validation_0-mae:5496.29932 validation_1-mae:6233.47900 [396] validation_0-mae:5492.34082 validation_1-mae:6230.47022 [397] validation_0-mae:5491.22656 validation_1-mae:6229.93408 [398] validation_0-mae:5488.38086 validation_1-mae:6229.00732 [399] validation_0-mae:5484.72168 validation_1-mae:6226.33154 [400] validation_0-mae:5482.98828 validation_1-mae:6226.20801 [401] validation_0-mae:5481.99072 validation_1-mae:6225.68994 [402] validation_0-mae:5480.39258 validation_1-mae:6225.92773 [403] validation_0-mae:5477.43213 validation_1-mae:6226.25049 [404] validation_0-mae:5476.19580 validation_1-mae:6226.81055 [405] validation_0-mae:5474.13330 validation_1-mae:6226.96777 [406] validation_0-mae:5471.37207 validation_1-mae:6227.11719 [407] validation_0-mae:5469.59326 validation_1-mae:6226.86523 [408] validation_0-mae:5465.49219 validation_1-mae:6225.49121 [409] validation_0-mae:5462.32373 validation_1-mae:6224.95557 [410] validation_0-mae:5460.19385 validation_1-mae:6223.37012 [411] validation_0-mae:5459.04443 validation_1-mae:6223.07959 [412] validation_0-mae:5455.62793 validation_1-mae:6222.58594 [413] validation_0-mae:5453.16602 validation_1-mae:6221.97022 [414] validation_0-mae:5448.29053 validation_1-mae:6221.35742 [415] validation_0-mae:5446.48193 validation_1-mae:6221.41357 [416] validation_0-mae:5444.80859 validation_1-mae:6220.36621 [417] validation_0-mae:5441.11670 validation_1-mae:6219.18750 [418] validation_0-mae:5437.13867 validation_1-mae:6218.00928 [419] validation_0-mae:5433.25098 validation_1-mae:6217.42627 [420] validation_0-mae:5429.78906 validation_1-mae:6216.07324 [421] validation_0-mae:5427.15039 validation_1-mae:6214.96777 [422] validation_0-mae:5425.16943 validation_1-mae:6214.66602 [423] validation_0-mae:5422.33984 validation_1-mae:6212.93994 [424] validation_0-mae:5420.48535 validation_1-mae:6212.77197 [425] validation_0-mae:5419.22949 validation_1-mae:6212.35400 [426] validation_0-mae:5416.90283 validation_1-mae:6211.52441 [427] validation_0-mae:5415.80029 validation_1-mae:6210.82861 [428] validation_0-mae:5413.90527 validation_1-mae:6210.31494 [429] validation_0-mae:5411.47070 validation_1-mae:6209.62744 [430] validation_0-mae:5410.14795 validation_1-mae:6208.64258 [431] validation_0-mae:5406.65430 validation_1-mae:6207.92285 [432] validation_0-mae:5405.03027 validation_1-mae:6207.14551 [433] validation_0-mae:5402.26221 validation_1-mae:6206.76221 [434] validation_0-mae:5401.20410 validation_1-mae:6206.60303 [435] validation_0-mae:5400.71240 validation_1-mae:6206.62109 [436] validation_0-mae:5399.48779 validation_1-mae:6206.55566 [437] validation_0-mae:5399.26758 validation_1-mae:6206.20117 [438] validation_0-mae:5398.30664 validation_1-mae:6205.94141 [439] validation_0-mae:5397.55176 validation_1-mae:6206.46777 [440] validation_0-mae:5396.83545 validation_1-mae:6206.45117 [441] validation_0-mae:5396.62549 validation_1-mae:6206.56592 [442] validation_0-mae:5394.78711 validation_1-mae:6205.80273 [443] validation_0-mae:5393.09033 validation_1-mae:6205.08301 [444] validation_0-mae:5388.66846 validation_1-mae:6202.85791 [445] validation_0-mae:5386.89795 validation_1-mae:6201.32324 [446] validation_0-mae:5385.84326 validation_1-mae:6200.62842 [447] validation_0-mae:5383.53027 validation_1-mae:6200.69189 [448] validation_0-mae:5381.54053 validation_1-mae:6200.89209 [449] validation_0-mae:5379.95752 validation_1-mae:6200.48438 [450] validation_0-mae:5376.85400 validation_1-mae:6199.97998 [451] validation_0-mae:5375.97510 validation_1-mae:6200.42432 [452] validation_0-mae:5374.84375 validation_1-mae:6199.82568 [453] validation_0-mae:5373.81689 validation_1-mae:6200.23926 [454] validation_0-mae:5371.18066 validation_1-mae:6200.03418 [455] validation_0-mae:5370.95996 validation_1-mae:6199.99658 [456] validation_0-mae:5369.63574 validation_1-mae:6198.98438 [457] validation_0-mae:5368.28955 validation_1-mae:6198.64062 [458] validation_0-mae:5365.12744 validation_1-mae:6198.49316 [459] validation_0-mae:5363.83008 validation_1-mae:6197.99609 [460] validation_0-mae:5361.80127 validation_1-mae:6196.78662 [461] validation_0-mae:5360.11914 validation_1-mae:6196.99316 [462] validation_0-mae:5358.53857 validation_1-mae:6196.84473 [463] validation_0-mae:5357.62793 validation_1-mae:6196.55176 [464] validation_0-mae:5356.27734 validation_1-mae:6196.66455 [465] validation_0-mae:5354.31006 validation_1-mae:6195.85205 [466] validation_0-mae:5350.51611 validation_1-mae:6194.73828 [467] validation_0-mae:5347.99902 validation_1-mae:6193.31641 [468] validation_0-mae:5346.65869 validation_1-mae:6192.86670 [469] validation_0-mae:5345.34522 validation_1-mae:6192.17432 [470] validation_0-mae:5343.41699 validation_1-mae:6191.30859 [471] validation_0-mae:5342.50879 validation_1-mae:6191.24121 [472] validation_0-mae:5339.66992 validation_1-mae:6190.82080 [473] validation_0-mae:5335.92090 validation_1-mae:6189.72607 [474] validation_0-mae:5333.12207 validation_1-mae:6188.78662 [475] validation_0-mae:5330.56250 validation_1-mae:6188.41748 [476] validation_0-mae:5328.49219 validation_1-mae:6186.90527 [477] validation_0-mae:5323.79688 validation_1-mae:6184.05078 [478] validation_0-mae:5322.54541 validation_1-mae:6183.95898 [479] validation_0-mae:5320.67969 validation_1-mae:6184.63086 [480] validation_0-mae:5317.02344 validation_1-mae:6183.08789 [481] validation_0-mae:5314.24414 validation_1-mae:6183.33447 [482] validation_0-mae:5311.54150 validation_1-mae:6181.62598 [483] validation_0-mae:5308.60986 validation_1-mae:6180.98926 [484] validation_0-mae:5305.83154 validation_1-mae:6179.97022 [485] validation_0-mae:5304.43799 validation_1-mae:6180.23145 [486] validation_0-mae:5303.26758 validation_1-mae:6180.10693 [487] validation_0-mae:5299.98291 validation_1-mae:6179.93164 [488] validation_0-mae:5298.62695 validation_1-mae:6179.60059 [489] validation_0-mae:5296.39648 validation_1-mae:6178.34912 [490] validation_0-mae:5294.45898 validation_1-mae:6178.03027 [491] validation_0-mae:5292.25732 validation_1-mae:6177.93750 [492] validation_0-mae:5290.92188 validation_1-mae:6178.41260 [493] validation_0-mae:5288.19922 validation_1-mae:6178.01172 [494] validation_0-mae:5283.61377 validation_1-mae:6176.01318 [495] validation_0-mae:5280.80420 validation_1-mae:6175.51709 [496] validation_0-mae:5279.93799 validation_1-mae:6175.39990 [497] validation_0-mae:5278.64941 validation_1-mae:6175.34522 [498] validation_0-mae:5277.55615 validation_1-mae:6175.81006 [499] validation_0-mae:5276.61182 validation_1-mae:6175.13721 [500] validation_0-mae:5275.07324 validation_1-mae:6174.95020 [501] validation_0-mae:5274.49756 validation_1-mae:6174.93945 [502] validation_0-mae:5273.10498 validation_1-mae:6174.46680 [503] validation_0-mae:5272.08105 validation_1-mae:6174.41162 [504] validation_0-mae:5270.91553 validation_1-mae:6173.93115 [505] validation_0-mae:5269.58984 validation_1-mae:6173.39697 [506] validation_0-mae:5267.88135 validation_1-mae:6172.64453 [507] validation_0-mae:5267.76416 validation_1-mae:6172.66650 [508] validation_0-mae:5266.99902 validation_1-mae:6172.95410 [509] validation_0-mae:5265.54297 validation_1-mae:6172.32178 [510] validation_0-mae:5260.54102 validation_1-mae:6170.35449 [511] validation_0-mae:5258.21484 validation_1-mae:6169.42871 [512] validation_0-mae:5256.37793 validation_1-mae:6169.12744 [513] validation_0-mae:5253.25488 validation_1-mae:6167.79297 [514] validation_0-mae:5251.49414 validation_1-mae:6167.41162 [515] validation_0-mae:5249.84912 validation_1-mae:6167.36328 [516] validation_0-mae:5249.35107 validation_1-mae:6167.14404 [517] validation_0-mae:5247.87256 validation_1-mae:6166.94287 [518] validation_0-mae:5246.01562 validation_1-mae:6166.18018 [519] validation_0-mae:5242.29980 validation_1-mae:6165.88281 [520] validation_0-mae:5240.84766 validation_1-mae:6165.50684 [521] validation_0-mae:5238.81055 validation_1-mae:6165.28467 [522] validation_0-mae:5237.31152 validation_1-mae:6164.82520 [523] validation_0-mae:5235.98486 validation_1-mae:6164.70703 [524] validation_0-mae:5233.03272 validation_1-mae:6163.31445 [525] validation_0-mae:5232.25244 validation_1-mae:6163.19092 [526] validation_0-mae:5231.73096 validation_1-mae:6163.20117 [527] validation_0-mae:5228.25635 validation_1-mae:6163.33398 [528] validation_0-mae:5225.50684 validation_1-mae:6162.99414 [529] validation_0-mae:5223.72803 validation_1-mae:6162.60938 [530] validation_0-mae:5221.40283 validation_1-mae:6161.79834 [531] validation_0-mae:5220.80859 validation_1-mae:6161.98682 [532] validation_0-mae:5219.99023 validation_1-mae:6161.98096 [533] validation_0-mae:5218.58496 validation_1-mae:6161.68799 [534] validation_0-mae:5217.55957 validation_1-mae:6160.96191 [535] validation_0-mae:5215.44629 validation_1-mae:6160.33203 [536] validation_0-mae:5213.39502 validation_1-mae:6159.73193 [537] validation_0-mae:5210.90186 validation_1-mae:6158.41895 [538] validation_0-mae:5209.28272 validation_1-mae:6158.18115 [539] validation_0-mae:5207.05078 validation_1-mae:6158.01807 [540] validation_0-mae:5205.66992 validation_1-mae:6157.79346 [541] validation_0-mae:5203.79688 validation_1-mae:6156.52539 [542] validation_0-mae:5202.80762 validation_1-mae:6156.22168 [543] validation_0-mae:5200.15039 validation_1-mae:6155.34082 [544] validation_0-mae:5197.84668 validation_1-mae:6155.09522 [545] validation_0-mae:5196.46484 validation_1-mae:6154.90723 [546] validation_0-mae:5195.23145 validation_1-mae:6154.64844 [547] validation_0-mae:5194.65039 validation_1-mae:6154.86182 [548] validation_0-mae:5193.04932 validation_1-mae:6154.54639 [549] validation_0-mae:5189.74414 validation_1-mae:6152.58936 [550] validation_0-mae:5187.99902 validation_1-mae:6151.72314 [551] validation_0-mae:5185.24561 validation_1-mae:6150.73877 [552] validation_0-mae:5183.24512 validation_1-mae:6149.88867 [553] validation_0-mae:5181.52002 validation_1-mae:6149.10156 [554] validation_0-mae:5178.84619 validation_1-mae:6148.86621 [555] validation_0-mae:5176.98145 validation_1-mae:6148.88965 [556] validation_0-mae:5175.02637 validation_1-mae:6147.74414 [557] validation_0-mae:5173.38867 validation_1-mae:6147.89453 [558] validation_0-mae:5171.20020 validation_1-mae:6148.08154 [559] validation_0-mae:5166.73145 validation_1-mae:6145.83887 [560] validation_0-mae:5164.89893 validation_1-mae:6145.47998 [561] validation_0-mae:5162.91064 validation_1-mae:6145.48438 [562] validation_0-mae:5160.34424 validation_1-mae:6144.75049 [563] validation_0-mae:5158.39062 validation_1-mae:6145.26465 [564] validation_0-mae:5158.11768 validation_1-mae:6145.28564 [565] validation_0-mae:5156.70898 validation_1-mae:6145.48291 [566] validation_0-mae:5155.32959 validation_1-mae:6144.68701 [567] validation_0-mae:5154.03467 validation_1-mae:6144.86719 [568] validation_0-mae:5153.48730 validation_1-mae:6145.17383 [569] validation_0-mae:5151.58984 validation_1-mae:6145.16943 [570] validation_0-mae:5151.18164 validation_1-mae:6145.22119 [571] validation_0-mae:5149.70215 validation_1-mae:6145.00439 [572] validation_0-mae:5147.12939 validation_1-mae:6143.96289 [573] validation_0-mae:5146.58447 validation_1-mae:6144.00439 [574] validation_0-mae:5145.76709 validation_1-mae:6144.46240 [575] validation_0-mae:5144.91260 validation_1-mae:6144.43652 [576] validation_0-mae:5143.31836 validation_1-mae:6143.26660 [577] validation_0-mae:5142.67090 validation_1-mae:6142.57471 [578] validation_0-mae:5140.00586 validation_1-mae:6142.88965 [579] validation_0-mae:5138.37793 validation_1-mae:6143.22119 [580] validation_0-mae:5135.83301 validation_1-mae:6143.14648 [581] validation_0-mae:5134.74463 validation_1-mae:6143.14600 [582] validation_0-mae:5133.23877 validation_1-mae:6142.87793 [583] validation_0-mae:5129.15625 validation_1-mae:6141.98193 [584] validation_0-mae:5128.10693 validation_1-mae:6142.23584 [585] validation_0-mae:5125.51514 validation_1-mae:6141.96484 [586] validation_0-mae:5123.76904 validation_1-mae:6142.02148 [587] validation_0-mae:5123.22412 validation_1-mae:6141.82666 [588] validation_0-mae:5120.41504 validation_1-mae:6141.45312 [589] validation_0-mae:5120.06592 validation_1-mae:6141.50195 [590] validation_0-mae:5119.25439 validation_1-mae:6141.68897 [591] validation_0-mae:5117.66309 validation_1-mae:6141.44482 [592] validation_0-mae:5116.80225 validation_1-mae:6141.37744 [593] validation_0-mae:5114.86230 validation_1-mae:6141.17480 [594] validation_0-mae:5113.44336 validation_1-mae:6140.52930 [595] validation_0-mae:5112.36719 validation_1-mae:6140.81397 [596] validation_0-mae:5111.16504 validation_1-mae:6139.91260 [597] validation_0-mae:5109.21631 validation_1-mae:6138.79395 [598] validation_0-mae:5108.17822 validation_1-mae:6139.07861 [599] validation_0-mae:5106.38965 validation_1-mae:6139.32910 [600] validation_0-mae:5105.19336 validation_1-mae:6139.49609 [601] validation_0-mae:5105.03272 validation_1-mae:6139.42871 [602] validation_0-mae:5103.93701 validation_1-mae:6138.69629 [603] validation_0-mae:5103.02441 validation_1-mae:6138.69287 [604] validation_0-mae:5102.02978 validation_1-mae:6138.66650 [605] validation_0-mae:5099.95898 validation_1-mae:6138.74805 [606] validation_0-mae:5098.95361 validation_1-mae:6138.14062 [607] validation_0-mae:5097.16748 validation_1-mae:6137.45459 [608] validation_0-mae:5095.73438 validation_1-mae:6137.79883 [609] validation_0-mae:5092.60938 validation_1-mae:6135.90478 [610] validation_0-mae:5090.68701 validation_1-mae:6134.73779 [611] validation_0-mae:5089.17236 validation_1-mae:6134.91064 [612] validation_0-mae:5087.33350 validation_1-mae:6134.84814 [613] validation_0-mae:5085.73438 validation_1-mae:6134.37549 [614] validation_0-mae:5082.44141 validation_1-mae:6134.59961 [615] validation_0-mae:5080.06592 validation_1-mae:6134.76221 [616] validation_0-mae:5079.18750 validation_1-mae:6134.85059 [617] validation_0-mae:5077.34228 validation_1-mae:6133.82959 [618] validation_0-mae:5076.72607 validation_1-mae:6133.59668 [619] validation_0-mae:5075.79395 validation_1-mae:6133.36426 [620] validation_0-mae:5075.19287 validation_1-mae:6133.70410 [621] validation_0-mae:5074.24072 validation_1-mae:6133.87451 [622] validation_0-mae:5071.65918 validation_1-mae:6134.52490 [623] validation_0-mae:5071.07568 validation_1-mae:6134.38330 [624] validation_0-mae:5069.27002 validation_1-mae:6133.36084 [625] validation_0-mae:5068.08594 validation_1-mae:6133.05908 [626] validation_0-mae:5067.02148 validation_1-mae:6133.33105 [627] validation_0-mae:5065.52051 validation_1-mae:6133.05811 [628] validation_0-mae:5064.17432 validation_1-mae:6132.62061 [629] validation_0-mae:5062.42236 validation_1-mae:6132.23682 [630] validation_0-mae:5062.38184 validation_1-mae:6132.33789 [631] validation_0-mae:5060.70947 validation_1-mae:6130.92822 [632] validation_0-mae:5059.52051 validation_1-mae:6130.53174 [633] validation_0-mae:5056.71875 validation_1-mae:6130.26611 [634] validation_0-mae:5054.38525 validation_1-mae:6130.75928 [635] validation_0-mae:5053.50439 validation_1-mae:6130.83936 [636] validation_0-mae:5052.23486 validation_1-mae:6130.64404 [637] validation_0-mae:5050.73535 validation_1-mae:6130.08691 [638] validation_0-mae:5047.55029 validation_1-mae:6127.59717 [639] validation_0-mae:5046.48975 validation_1-mae:6127.51904 [640] validation_0-mae:5045.87500 validation_1-mae:6127.18555 [641] validation_0-mae:5045.29736 validation_1-mae:6127.13672 [642] validation_0-mae:5044.12109 validation_1-mae:6127.10449 [643] validation_0-mae:5042.89111 validation_1-mae:6127.20703 [644] validation_0-mae:5040.72949 validation_1-mae:6126.75293 [645] validation_0-mae:5039.32178 validation_1-mae:6126.27002 [646] validation_0-mae:5037.70459 validation_1-mae:6125.52637 [647] validation_0-mae:5036.55176 validation_1-mae:6125.57178 [648] validation_0-mae:5036.18262 validation_1-mae:6125.36523 [649] validation_0-mae:5034.54248 validation_1-mae:6125.30859 [650] validation_0-mae:5032.98242 validation_1-mae:6125.18213 [651] validation_0-mae:5031.69873 validation_1-mae:6125.45068 [652] validation_0-mae:5030.81934 validation_1-mae:6125.54297 [653] validation_0-mae:5029.98877 validation_1-mae:6125.52393 [654] validation_0-mae:5029.66113 validation_1-mae:6125.33301 [655] validation_0-mae:5028.54785 validation_1-mae:6124.93848 [656] validation_0-mae:5027.80176 validation_1-mae:6124.80176 [657] validation_0-mae:5025.20166 validation_1-mae:6124.22314 [658] validation_0-mae:5023.12695 validation_1-mae:6124.50439 [659] validation_0-mae:5022.34033 validation_1-mae:6124.39014 [660] validation_0-mae:5021.36914 validation_1-mae:6124.65918 [661] validation_0-mae:5019.99609 validation_1-mae:6124.85498 [662] validation_0-mae:5018.55762 validation_1-mae:6124.75928 [663] validation_0-mae:5015.90088 validation_1-mae:6123.79541 [664] validation_0-mae:5013.84326 validation_1-mae:6124.15869 [665] validation_0-mae:5012.16162 validation_1-mae:6124.21045 [666] validation_0-mae:5010.10693 validation_1-mae:6124.20068 [667] validation_0-mae:5008.75488 validation_1-mae:6124.95801 [668] validation_0-mae:5007.20020 validation_1-mae:6123.75391 [669] validation_0-mae:5006.01807 validation_1-mae:6123.35010 [670] validation_0-mae:5003.31299 validation_1-mae:6122.70068 [671] validation_0-mae:5001.48535 validation_1-mae:6121.64111 [672] validation_0-mae:4998.40039 validation_1-mae:6119.40576 [673] validation_0-mae:4996.41357 validation_1-mae:6119.05273 [674] validation_0-mae:4993.50781 validation_1-mae:6117.25977 [675] validation_0-mae:4991.19922 validation_1-mae:6116.59326 [676] validation_0-mae:4988.95605 validation_1-mae:6114.74951 [677] validation_0-mae:4986.76709 validation_1-mae:6114.13623 [678] validation_0-mae:4983.76025 validation_1-mae:6112.86914 [679] validation_0-mae:4982.34814 validation_1-mae:6112.66797 [680] validation_0-mae:4980.83105 validation_1-mae:6113.86035 [681] validation_0-mae:4979.08496 validation_1-mae:6113.55713 [682] validation_0-mae:4976.77588 validation_1-mae:6113.11426 [683] validation_0-mae:4974.03369 validation_1-mae:6111.50781 [684] validation_0-mae:4973.27148 validation_1-mae:6111.08008 [685] validation_0-mae:4973.09277 validation_1-mae:6111.10938 [686] validation_0-mae:4971.65137 validation_1-mae:6110.73486 [687] validation_0-mae:4970.17969 validation_1-mae:6110.25244 [688] validation_0-mae:4967.78857 validation_1-mae:6110.01953 [689] validation_0-mae:4965.84766 validation_1-mae:6110.38086 [690] validation_0-mae:4965.68262 validation_1-mae:6110.62695 [691] validation_0-mae:4964.80176 validation_1-mae:6110.29980 [692] validation_0-mae:4963.35840 validation_1-mae:6109.70166 [693] validation_0-mae:4962.66992 validation_1-mae:6109.46728 [694] validation_0-mae:4960.69287 validation_1-mae:6108.36182 [695] validation_0-mae:4959.23438 validation_1-mae:6107.50732 [696] validation_0-mae:4957.92676 validation_1-mae:6107.36914 [697] validation_0-mae:4955.33398 validation_1-mae:6105.97607 [698] validation_0-mae:4953.82178 validation_1-mae:6106.14062 [699] validation_0-mae:4951.78857 validation_1-mae:6105.56348 [700] validation_0-mae:4949.44971 validation_1-mae:6105.37500 [701] validation_0-mae:4948.64209 validation_1-mae:6105.48828 [702] validation_0-mae:4946.70264 validation_1-mae:6104.88086 [703] validation_0-mae:4945.53174 validation_1-mae:6104.01514 [704] validation_0-mae:4944.16064 validation_1-mae:6104.00000 [705] validation_0-mae:4942.16895 validation_1-mae:6103.85400 [706] validation_0-mae:4940.89453 validation_1-mae:6103.18408 [707] validation_0-mae:4940.39795 validation_1-mae:6103.11816 [708] validation_0-mae:4939.33252 validation_1-mae:6102.68164 [709] validation_0-mae:4938.53467 validation_1-mae:6102.42969 [710] validation_0-mae:4938.27978 validation_1-mae:6102.55518 [711] validation_0-mae:4937.34033 validation_1-mae:6102.48779 [712] validation_0-mae:4937.10156 validation_1-mae:6102.44580 [713] validation_0-mae:4933.74853 validation_1-mae:6100.66357 [714] validation_0-mae:4932.74170 validation_1-mae:6100.42871 [715] validation_0-mae:4931.72510 validation_1-mae:6100.47803 [716] validation_0-mae:4930.05859 validation_1-mae:6100.41211 [717] validation_0-mae:4928.20703 validation_1-mae:6099.06055 [718] validation_0-mae:4927.38184 validation_1-mae:6098.55078 [719] validation_0-mae:4925.46191 validation_1-mae:6097.45947 [720] validation_0-mae:4924.19189 validation_1-mae:6097.45898 [721] validation_0-mae:4922.61328 validation_1-mae:6096.67041 [722] validation_0-mae:4919.30762 validation_1-mae:6095.77393 [723] validation_0-mae:4918.29834 validation_1-mae:6095.53076 [724] validation_0-mae:4916.83643 validation_1-mae:6095.44629 [725] validation_0-mae:4915.74170 validation_1-mae:6095.73779 [726] validation_0-mae:4914.85400 validation_1-mae:6095.72803 [727] validation_0-mae:4912.50635 validation_1-mae:6094.66309 [728] validation_0-mae:4910.25098 validation_1-mae:6093.70312 [729] validation_0-mae:4908.85303 validation_1-mae:6093.35107 [730] validation_0-mae:4906.08789 validation_1-mae:6093.22168 [731] validation_0-mae:4905.01904 validation_1-mae:6093.58984 [732] validation_0-mae:4904.03223 validation_1-mae:6093.31982 [733] validation_0-mae:4901.44189 validation_1-mae:6092.72266 [734] validation_0-mae:4899.33203 validation_1-mae:6092.00732 [735] validation_0-mae:4897.59326 validation_1-mae:6091.90137 [736] validation_0-mae:4895.08838 validation_1-mae:6091.67578 [737] validation_0-mae:4894.03369 validation_1-mae:6091.15723 [738] validation_0-mae:4892.98828 validation_1-mae:6091.07568 [739] validation_0-mae:4890.81397 validation_1-mae:6091.57031 [740] validation_0-mae:4889.60254 validation_1-mae:6091.44873 [741] validation_0-mae:4889.08105 validation_1-mae:6090.90283 [742] validation_0-mae:4887.65918 validation_1-mae:6091.24658 [743] validation_0-mae:4885.87109 validation_1-mae:6090.85693 [744] validation_0-mae:4882.80322 validation_1-mae:6089.67041 [745] validation_0-mae:4881.40625 validation_1-mae:6088.96289 [746] validation_0-mae:4878.63330 validation_1-mae:6088.66162 [747] validation_0-mae:4875.79590 validation_1-mae:6088.26855 [748] validation_0-mae:4873.59570 validation_1-mae:6088.12158 [749] validation_0-mae:4872.29639 validation_1-mae:6087.94141 [750] validation_0-mae:4870.74512 validation_1-mae:6087.35498 [751] validation_0-mae:4870.14941 validation_1-mae:6087.47119 [752] validation_0-mae:4869.01172 validation_1-mae:6086.83496 [753] validation_0-mae:4867.72705 validation_1-mae:6086.82715 [754] validation_0-mae:4866.44873 validation_1-mae:6086.44141 [755] validation_0-mae:4866.29980 validation_1-mae:6086.70508 [756] validation_0-mae:4866.25342 validation_1-mae:6086.70508 [757] validation_0-mae:4863.51465 validation_1-mae:6086.41895 [758] validation_0-mae:4861.66357 validation_1-mae:6085.88721 [759] validation_0-mae:4860.38916 validation_1-mae:6085.74365 [760] validation_0-mae:4858.78223 validation_1-mae:6084.70801 [761] validation_0-mae:4856.87695 validation_1-mae:6084.56006 [762] validation_0-mae:4855.20166 validation_1-mae:6084.83447 [763] validation_0-mae:4854.04443 validation_1-mae:6084.19629 [764] validation_0-mae:4852.37549 validation_1-mae:6084.04443 [765] validation_0-mae:4850.83252 validation_1-mae:6083.80176 [766] validation_0-mae:4849.42139 validation_1-mae:6084.52100 [767] validation_0-mae:4847.76025 validation_1-mae:6083.79736 [768] validation_0-mae:4846.83398 validation_1-mae:6084.34570 [769] validation_0-mae:4845.27393 validation_1-mae:6083.94141 [770] validation_0-mae:4844.52051 validation_1-mae:6084.81982 [771] validation_0-mae:4843.24268 validation_1-mae:6084.70117 [772] validation_0-mae:4842.17773 validation_1-mae:6085.51465 [773] validation_0-mae:4841.44775 validation_1-mae:6085.72461 [774] validation_0-mae:4838.97803 validation_1-mae:6084.90039 [775] validation_0-mae:4836.29443 validation_1-mae:6084.53076 [776] validation_0-mae:4835.22412 validation_1-mae:6084.67188 [777] validation_0-mae:4834.47607 validation_1-mae:6084.84961 [778] validation_0-mae:4833.74463 validation_1-mae:6084.94971 [779] validation_0-mae:4832.51807 validation_1-mae:6085.37256 [780] validation_0-mae:4830.49121 validation_1-mae:6085.91992 [781] validation_0-mae:4829.88135 validation_1-mae:6085.91113 [782] validation_0-mae:4829.29639 validation_1-mae:6085.76025 [783] validation_0-mae:4828.76514 validation_1-mae:6086.60205 [784] validation_0-mae:4828.01953 validation_1-mae:6086.33398 [785] validation_0-mae:4827.85547 validation_1-mae:6086.39014 [786] validation_0-mae:4826.91211 validation_1-mae:6086.14648 [787] validation_0-mae:4825.74072 validation_1-mae:6085.98584 [788] validation_0-mae:4824.77344 validation_1-mae:6085.78027 [789] validation_0-mae:4823.65918 validation_1-mae:6085.50732 [790] validation_0-mae:4822.95264 validation_1-mae:6085.30469 [791] validation_0-mae:4821.73340 validation_1-mae:6085.23145 [792] validation_0-mae:4821.24561 validation_1-mae:6085.18115 [793] validation_0-mae:4818.79443 validation_1-mae:6083.52148 [794] validation_0-mae:4816.61426 validation_1-mae:6083.23730 [795] validation_0-mae:4816.31494 validation_1-mae:6082.95947 [796] validation_0-mae:4815.32324 validation_1-mae:6082.78662 [797] validation_0-mae:4813.68213 validation_1-mae:6082.29102 [798] validation_0-mae:4812.17236 validation_1-mae:6082.54639 [799] validation_0-mae:4811.54102 validation_1-mae:6082.44873 [800] validation_0-mae:4810.76855 validation_1-mae:6082.50732 [801] validation_0-mae:4809.82520 validation_1-mae:6081.95459 [802] validation_0-mae:4808.01904 validation_1-mae:6081.85840 [803] validation_0-mae:4807.13281 validation_1-mae:6081.74170 [804] validation_0-mae:4805.35645 validation_1-mae:6081.25098 [805] validation_0-mae:4804.94873 validation_1-mae:6081.20947 [806] validation_0-mae:4803.18897 validation_1-mae:6081.26904 [807] validation_0-mae:4802.00391 validation_1-mae:6081.29932 [808] validation_0-mae:4800.90772 validation_1-mae:6081.25977 [809] validation_0-mae:4800.52686 validation_1-mae:6081.26123 [810] validation_0-mae:4797.48242 validation_1-mae:6080.35889 [811] validation_0-mae:4796.68066 validation_1-mae:6080.56689 [812] validation_0-mae:4795.93799 validation_1-mae:6080.59180 [813] validation_0-mae:4794.35986 validation_1-mae:6080.32861 [814] validation_0-mae:4793.20166 validation_1-mae:6080.18506 [815] validation_0-mae:4791.92236 validation_1-mae:6079.54541 [816] validation_0-mae:4790.96436 validation_1-mae:6079.03760 [817] validation_0-mae:4790.20264 validation_1-mae:6079.10107 [818] validation_0-mae:4788.95508 validation_1-mae:6079.33057 [819] validation_0-mae:4788.46484 validation_1-mae:6079.60303 [820] validation_0-mae:4787.87842 validation_1-mae:6079.39893 [821] validation_0-mae:4785.50830 validation_1-mae:6079.07764 [822] validation_0-mae:4784.31055 validation_1-mae:6079.76953 [823] validation_0-mae:4782.77197 validation_1-mae:6079.61523 [824] validation_0-mae:4781.32959 validation_1-mae:6078.80957 [825] validation_0-mae:4780.48975 validation_1-mae:6078.92871 [826] validation_0-mae:4777.99561 validation_1-mae:6077.50684 [827] validation_0-mae:4776.23877 validation_1-mae:6076.75635 [828] validation_0-mae:4773.75684 validation_1-mae:6076.63184 [829] validation_0-mae:4773.29688 validation_1-mae:6076.57520 [830] validation_0-mae:4771.82568 validation_1-mae:6076.31689 [831] validation_0-mae:4770.17236 validation_1-mae:6075.67725 [832] validation_0-mae:4769.19775 validation_1-mae:6075.32324 [833] validation_0-mae:4766.09228 validation_1-mae:6074.43652 [834] validation_0-mae:4764.85547 validation_1-mae:6074.41602 [835] validation_0-mae:4764.42920 validation_1-mae:6074.63086 [836] validation_0-mae:4761.98389 validation_1-mae:6073.87647 [837] validation_0-mae:4760.59619 validation_1-mae:6073.94824 [838] validation_0-mae:4758.71631 validation_1-mae:6074.02344 [839] validation_0-mae:4756.73682 validation_1-mae:6073.21826 [840] validation_0-mae:4755.65381 validation_1-mae:6073.28418 [841] validation_0-mae:4752.79834 validation_1-mae:6073.90918 [842] validation_0-mae:4751.29297 validation_1-mae:6073.86182 [843] validation_0-mae:4749.26367 validation_1-mae:6072.39746 [844] validation_0-mae:4747.90820 validation_1-mae:6071.95508 [845] validation_0-mae:4746.31787 validation_1-mae:6071.42090 [846] validation_0-mae:4743.61621 validation_1-mae:6070.51953 [847] validation_0-mae:4741.78467 validation_1-mae:6070.07275 [848] validation_0-mae:4739.17627 validation_1-mae:6069.77393 [849] validation_0-mae:4736.94678 validation_1-mae:6068.45605 [850] validation_0-mae:4735.51074 validation_1-mae:6068.04346 [851] validation_0-mae:4733.68164 validation_1-mae:6068.65430 [852] validation_0-mae:4732.37305 validation_1-mae:6068.25049 [853] validation_0-mae:4731.27686 validation_1-mae:6067.87402 [854] validation_0-mae:4729.59326 validation_1-mae:6067.26465 [855] validation_0-mae:4728.64941 validation_1-mae:6066.91895 [856] validation_0-mae:4726.95752 validation_1-mae:6066.44531 [857] validation_0-mae:4725.37500 validation_1-mae:6066.13086 [858] validation_0-mae:4724.31592 validation_1-mae:6065.70264 [859] validation_0-mae:4723.07520 validation_1-mae:6066.14209 [860] validation_0-mae:4721.64404 validation_1-mae:6066.10547 [861] validation_0-mae:4720.23193 validation_1-mae:6065.49023 [862] validation_0-mae:4719.46875 validation_1-mae:6065.26025 [863] validation_0-mae:4718.38428 validation_1-mae:6065.02637 [864] validation_0-mae:4716.55371 validation_1-mae:6064.85352 [865] validation_0-mae:4715.19727 validation_1-mae:6064.87500 [866] validation_0-mae:4712.51318 validation_1-mae:6064.23535 [867] validation_0-mae:4710.00879 validation_1-mae:6064.62647 [868] validation_0-mae:4709.37793 validation_1-mae:6064.58936 [869] validation_0-mae:4707.90723 validation_1-mae:6063.65674 [870] validation_0-mae:4705.95117 validation_1-mae:6062.95117 [871] validation_0-mae:4703.44775 validation_1-mae:6061.71436 [872] validation_0-mae:4701.54199 validation_1-mae:6061.28174 [873] validation_0-mae:4700.79443 validation_1-mae:6061.68115 [874] validation_0-mae:4700.06152 validation_1-mae:6061.74902 [875] validation_0-mae:4699.51807 validation_1-mae:6062.05029 [876] validation_0-mae:4698.07715 validation_1-mae:6062.01660 [877] validation_0-mae:4696.12353 validation_1-mae:6061.02637 [878] validation_0-mae:4694.45947 validation_1-mae:6060.84570 [879] validation_0-mae:4692.46387 validation_1-mae:6060.46289 [880] validation_0-mae:4691.19727 validation_1-mae:6060.38818 [881] validation_0-mae:4690.46289 validation_1-mae:6060.34180 [882] validation_0-mae:4689.01123 validation_1-mae:6060.20605 [883] validation_0-mae:4687.71728 validation_1-mae:6059.89160 [884] validation_0-mae:4685.64355 validation_1-mae:6059.12939 [885] validation_0-mae:4685.48535 validation_1-mae:6058.79492 [886] validation_0-mae:4684.38330 validation_1-mae:6058.92529 [887] validation_0-mae:4682.88965 validation_1-mae:6059.18848 [888] validation_0-mae:4681.25928 validation_1-mae:6059.02100 [889] validation_0-mae:4680.57715 validation_1-mae:6059.16650 [890] validation_0-mae:4678.91504 validation_1-mae:6059.10449 [891] validation_0-mae:4678.71240 validation_1-mae:6059.41797 [892] validation_0-mae:4678.61035 validation_1-mae:6059.48291 [893] validation_0-mae:4678.23633 validation_1-mae:6059.41699 [894] validation_0-mae:4676.63770 validation_1-mae:6059.25342 [895] validation_0-mae:4674.92676 validation_1-mae:6059.24121 [896] validation_0-mae:4673.08887 validation_1-mae:6059.43115 [897] validation_0-mae:4671.94287 validation_1-mae:6059.79102 [898] validation_0-mae:4670.09570 validation_1-mae:6059.65039 [899] validation_0-mae:4669.19141 validation_1-mae:6059.57471 [900] validation_0-mae:4667.99268 validation_1-mae:6059.79395 [901] validation_0-mae:4666.12549 validation_1-mae:6059.71777 [902] validation_0-mae:4664.43750 validation_1-mae:6059.17773 [903] validation_0-mae:4662.93848 validation_1-mae:6059.33350 [904] validation_0-mae:4660.88330 validation_1-mae:6059.06934 [905] validation_0-mae:4658.59766 validation_1-mae:6059.00195 [906] validation_0-mae:4657.38330 validation_1-mae:6058.93652 [907] validation_0-mae:4656.16846 validation_1-mae:6058.80029 [908] validation_0-mae:4655.15918 validation_1-mae:6059.28125 [909] validation_0-mae:4653.70264 validation_1-mae:6060.14600 [910] validation_0-mae:4652.78955 validation_1-mae:6060.20264 [911] validation_0-mae:4652.29150 validation_1-mae:6060.45898 [912] validation_0-mae:4650.46826 validation_1-mae:6059.86865 [913] validation_0-mae:4648.60107 validation_1-mae:6059.63184 [914] validation_0-mae:4646.32715 validation_1-mae:6059.60400 [915] validation_0-mae:4645.28955 validation_1-mae:6059.67920 [916] validation_0-mae:4644.47314 validation_1-mae:6060.06543 [917] validation_0-mae:4643.08594 validation_1-mae:6059.39795 [918] validation_0-mae:4641.47168 validation_1-mae:6058.89746 [919] validation_0-mae:4639.83447 validation_1-mae:6058.22314 [920] validation_0-mae:4638.07520 validation_1-mae:6057.60889 [921] validation_0-mae:4636.67188 validation_1-mae:6057.88916 [922] validation_0-mae:4635.60742 validation_1-mae:6057.89600 [923] validation_0-mae:4634.71240 validation_1-mae:6057.52197 [924] validation_0-mae:4633.80078 validation_1-mae:6057.15137 [925] validation_0-mae:4633.30859 validation_1-mae:6057.13965 [926] validation_0-mae:4631.70264 validation_1-mae:6055.89600 [927] validation_0-mae:4631.20361 validation_1-mae:6056.08350 [928] validation_0-mae:4629.94629 validation_1-mae:6056.09570 [929] validation_0-mae:4628.71387 validation_1-mae:6055.90186 [930] validation_0-mae:4628.04883 validation_1-mae:6055.69434 [931] validation_0-mae:4626.87647 validation_1-mae:6055.88037 [932] validation_0-mae:4624.87402 validation_1-mae:6054.64795 [933] validation_0-mae:4624.01172 validation_1-mae:6055.05518 [934] validation_0-mae:4622.82861 validation_1-mae:6054.95654 [935] validation_0-mae:4621.42285 validation_1-mae:6055.03223 [936] validation_0-mae:4620.01514 validation_1-mae:6054.50537 [937] validation_0-mae:4618.53272 validation_1-mae:6055.18359 [938] validation_0-mae:4618.08398 validation_1-mae:6055.73975 [939] validation_0-mae:4616.95117 validation_1-mae:6055.76416 [940] validation_0-mae:4615.76318 validation_1-mae:6055.83740 [941] validation_0-mae:4614.88477 validation_1-mae:6056.32812 [942] validation_0-mae:4614.04932 validation_1-mae:6056.54248 [943] validation_0-mae:4613.35840 validation_1-mae:6056.48291 [944] validation_0-mae:4612.31641 validation_1-mae:6056.76904 [945] validation_0-mae:4610.88965 validation_1-mae:6056.70117 [946] validation_0-mae:4610.63037 validation_1-mae:6056.77930 [947] validation_0-mae:4608.60010 validation_1-mae:6056.81201 [948] validation_0-mae:4606.82324 validation_1-mae:6057.07422 [949] validation_0-mae:4605.43164 validation_1-mae:6057.14453 [950] validation_0-mae:4605.09863 validation_1-mae:6057.13477 [951] validation_0-mae:4604.94336 validation_1-mae:6057.16113 [952] validation_0-mae:4603.68066 validation_1-mae:6056.88525 [953] validation_0-mae:4602.40186 validation_1-mae:6056.30664 [954] validation_0-mae:4601.83936 validation_1-mae:6056.25147 [955] validation_0-mae:4601.75439 validation_1-mae:6056.32031 [956] validation_0-mae:4601.09131 validation_1-mae:6056.42773 [957] validation_0-mae:4599.71728 validation_1-mae:6055.89893 [958] validation_0-mae:4598.93115 validation_1-mae:6056.23291 [959] validation_0-mae:4598.76855 validation_1-mae:6056.20361 [960] validation_0-mae:4597.55762 validation_1-mae:6056.36768 [961] validation_0-mae:4596.61475 validation_1-mae:6056.60791 [962] validation_0-mae:4594.34131 validation_1-mae:6057.02588 [963] validation_0-mae:4592.98779 validation_1-mae:6057.05127 [964] validation_0-mae:4591.71680 validation_1-mae:6056.73242 [965] validation_0-mae:4590.07471 validation_1-mae:6056.22266 [966] validation_0-mae:4588.40039 validation_1-mae:6056.49951
--------------------------------------------------------------------------- KeyboardInterrupt Traceback (most recent call last) <ipython-input-34-5075c9687a8c> in <module> 13 xgb1.fit(X_train,y_train, 14 eval_set=[(X_train, y_train), (X_test, y_test)], ---> 15 eval_metric='mae' 16 ) 17 C:\Anaconda\lib\site-packages\xgboost\sklearn.py in fit(self, X, y, sample_weight, base_margin, eval_set, eval_metric, early_stopping_rounds, verbose, xgb_model, sample_weight_eval_set, callbacks) 547 evals_result=evals_result, obj=obj, feval=feval, 548 verbose_eval=verbose, xgb_model=xgb_model, --> 549 callbacks=callbacks) 550 551 if evals_result: C:\Anaconda\lib\site-packages\xgboost\training.py in train(params, dtrain, num_boost_round, evals, obj, feval, maximize, early_stopping_rounds, evals_result, verbose_eval, xgb_model, callbacks) 207 evals=evals, 208 obj=obj, feval=feval, --> 209 xgb_model=xgb_model, callbacks=callbacks) 210 211 C:\Anaconda\lib\site-packages\xgboost\training.py in _train_internal(params, dtrain, num_boost_round, evals, obj, feval, xgb_model, callbacks) 72 # Skip the first update if it is a recovery step. 73 if version % 2 == 0: ---> 74 bst.update(dtrain, i, obj) 75 bst.save_rabit_checkpoint() 76 version += 1 C:\Anaconda\lib\site-packages\xgboost\core.py in update(self, dtrain, iteration, fobj) 1246 _check_call(_LIB.XGBoosterUpdateOneIter(self.handle, 1247 ctypes.c_int(iteration), -> 1248 dtrain.handle)) 1249 else: 1250 pred = self.predict(dtrain, training=True) KeyboardInterrupt:
variable_importance = CombineTwoLists(X_train.columns.values.tolist(), xgb.feature_importances_.tolist())
variable_importance.sort(key = lambda x:x[1], reverse = True)
variable_importance
[['year', 0.08690470457077026], ['mercedes', 0.03742607682943344], ['engine_cm3', 0.03118079900741577], ['porsche', 0.03052400052547455], ['rover', 0.021512029692530632], ['dodge', 0.021144330501556396], ['engine_type_Diesel', 0.020128628239035606], ['corsa', 0.020116474479436874], ['qashqai', 0.018851082772016525], ['ins', 0.018624035641551018], ['audi', 0.018289292231202126], ['dacia', 0.01811533421278], ['bmw', 0.016742205247282982], ['lexus', 0.016664376482367516], ['ford', 0.016415121033787727], ['volvo', 0.014457215555012226], ['drive', 0.014337797649204731], ['mazda', 0.013796056620776653], ['engine_type_Benzyna', 0.010049796663224697], ['20d', 0.010007426142692566], ['province_moravian-silesian region', 0.009211301803588867], ['chevrolet', 0.008486620150506496], ['honda', 0.008470995351672173], ['chrysler', 0.008142606355249882], ['clio', 0.008054296486079693], ['temp', 0.007142818532884121], ['fiat', 0.006648942828178406], ['40km', 0.0065321181900799274], ['focus', 0.006475973874330521], ['seria', 0.006382850464433432], ['octavia', 0.006276594940572977], ['jaguar', 0.0061740148812532425], ['201', 0.0058766757138073444], ['man', 0.005812275223433971], ['110', 0.00564382690936327], ['citroën', 0.005542390514165163], ['avensis', 0.0055315326899290085], ['dsg', 0.005531358066946268], ['quattro', 0.005449133459478617], ['province_region hovestaden', 0.005272201262414455], ['line', 0.005214437376707792], ['peugeot', 0.005171171855181456], ['fiesta', 0.0051512387581169605], ['opel', 0.005105891730636358], ['pro', 0.0050885798409581184], ['monde', 0.005043529439717531], ['astra', 0.004970421548932791], ['pre', 0.004954977426677942], ['130', 0.004829502664506435], ['asa', 0.004814332351088524], ['volkswagen', 0.004712200723588467], ['tiv', 0.004638712387531996], ['fv23', 0.0046311719343066216], ['salon', 0.004591114819049835], ['kod', 0.004586090799421072], ['aut', 0.004555762745440006], ['50km', 0.004541333764791489], ['mat', 0.0044417716562747955], ['jeep', 0.004413320682942867], ['gwa', 0.0042715054005384445], ['for', 0.0042585888877511024], ['okazja', 0.0042572347447276115], ['par', 0.004214203450828791], ['super', 0.004190879873931408], ['pier', 0.004165019374340773], ['fabia', 0.004110036883503199], ['toyota', 0.004040492232888937], ['engine_type_Hybryda', 0.004035891965031624], ['province_wilno', 0.004034172743558884], ['turb', 0.003973117098212242], ['mileage_km', 0.003941848874092102], ['wyp', 0.003923397045582533], ['sport', 0.0039124260656535625], ['tsi', 0.0038941032253205776], ['province_languedoc-roussillon-midi-pyrénées', 0.0038857937324792147], ['180', 0.0038475936744362116], ['ele', 0.0038369109388440847], ['renault', 0.003706946736201644], ['4x4', 0.003586633363738656], ['and', 0.0035731897223740816], ['alfa', 0.0035220240242779255], ['pakiet', 0.0034579636994749308], ['astr', 0.003453252138569951], ['pas', 0.0033958558924496174], ['tec', 0.003390441881492734], ['nissan', 0.0033655615989118814], ['120', 0.0033298167400062084], ['mega', 0.0032649885397404432], ['amer', 0.003258178476244211], ['yaris', 0.00323257758282125], ['ram', 0.003230565693229437], ['lift', 0.0032142214477062225], ['nav', 0.003182546701282263], ['ora', 0.0031705459114164114], ['province_wielkopolskie', 0.0031543306540697813], ['pano', 0.0031038126908242702], ['kia', 0.0030894973315298557], ['rav', 0.0030591250397264957], ['hdi', 0.003017331240698695], ['raw', 0.0030021294951438904], ['kam', 0.0029930942691862583], ['tron', 0.0029706195928156376], ['grand', 0.0029304842464625835], ['przed', 0.0029184839222580194], ['cta', 0.002881034277379513], ['klima', 0.0028416982386261225], ['akt', 0.0028174801263958216], ['ass', 0.002795782871544361], ['province_podkarpackie', 0.0027925269678235054], ['nisk', 0.002791957464069128], ['cam', 0.002739319344982505], ['lin', 0.0027372310869395733], ['pol', 0.0027338149957358837], ['ara', 0.002731563989073038], ['hyundai', 0.002726047532632947], ['province_podlaskie', 0.002723725512623787], ['subaru', 0.002671316033229232], ['mitsubishi', 0.002657938515767455], ['150k', 0.0026423195376992226], ['polska', 0.002642041305080056], ['90km', 0.0026390620041638613], ['golf', 0.0025980547070503235], ['tom', 0.0025869072414934635], ['province_swietokrzyskie', 0.002581467153504491], ['grz', 0.0025546455290168524], ['tys', 0.0025421830359846354], ['150', 0.002506638178601861], ['province_mazowieckie', 0.002418388146907091], ['province_opolskie', 0.002406732179224491], ['avant', 0.002389589324593544], ['vat', 0.0023366326931864023], ['tour', 0.0023255031555891037], ['ful', 0.002292175544425845], ['province_lódzkie', 0.0022651604376733303], ['picasso', 0.002262291731312871], ['province_lubelskie', 0.0021845423616468906], ['tdi', 0.002181154442951083], ['aso', 0.0021299654617905617], ['pcja', 0.002117999829351902], ['kóra', 0.0020973847713321447], ['nie', 0.002094125375151634], ['suzuki', 0.0020742914639413357], ['pod', 0.0020690944511443377], ['200', 0.0020647821947932243], ['140', 0.0020517476368695498], ['fort', 0.0020443678367882967], ['xen', 0.0020396357867866755], ['tyl', 0.0020336948800832033], ['megan', 0.002023911103606224], ['170', 0.0020142809953540564], ['jak', 0.0020126730669289827], ['province_pomorskie', 0.002009095624089241], ['province_warmińsko-mazurskie', 0.001980460248887539], ['led', 0.0019657525699585676], ['sel', 0.0019371358212083578], ['klimatyzacj', 0.0019262619316577911], ['province_kujawsko-pomorskie', 0.001924773445352912], ['tdci', 0.0018667438998818398], ['sprowadzon', 0.0018659653142094612], ['szy', 0.0018638717010617256], ['van', 0.0018600230105221272], ['idea', 0.0018215314485132694], ['bieg', 0.0018105466151610017], ['osob', 0.001790539245121181], ['tyś', 0.0017848786665126681], ['peł', 0.001769443042576313], ['lim', 0.0017675372073426843], ['ima', 0.0017242215108126402], ['seri', 0.001708287512883544], ['sta', 0.0016682329587638378], ['reje', 0.0016310443170368671], ['polo', 0.0015505383489653468], ['tel', 0.001527099055238068], ['zadb', 0.0015100239543244243], ['park', 0.001451855874620378], ['opł', 0.0014204647159203887], ['wszy', 0.0012475758558139205], ['kier', 0.0009828621987253428]]
final[0]
[[], ['a', 2]]
for index, (element1, el2) in enumerate(zip(a, b)):
print(el2)
2 3
type(d)
tuple
final
[[[], [0, ('a', 2)]], [1, ('b', 3)]]
c
[1, 2]
def func(a):
if type(a) == np.ndarray:
print('yes, correct')
else:
return
print('function quited')
np.array([])
array([], dtype=float64)
b = 'a'
b
int